[11-16 02:34:31] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 02:34:31] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 02:34:31] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 02:34:32] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 02:34:32] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 2
  tfast               : 2
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --vfast 2 --tfast 2 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide dinov2 --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : dinov2
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_msg          : add
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
  branch              : main
}

[11-16 02:34:32] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 02:34:35] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f5c90f3f370>
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:34:35] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f5c90f3f370>
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:34:35] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 02:34:35] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 02:34:35] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 02:34:31] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 02:34:31] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 02:34:31] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 02:34:32] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 02:34:32] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 2
  tfast               : 2
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --vfast 2 --tfast 2 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide dinov2 --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : dinov2
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_msg          : add
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
  branch              : main
}

[11-16 02:34:32] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 02:34:35] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f8c5039b370>
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:34:35] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f8c5039b370>
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:34:35] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 02:34:35] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 02:34:35] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 02:34:31] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 02:34:31] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 02:34:31] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 02:34:32] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 02:34:32] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 2
  tfast               : 2
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --vfast 2 --tfast 2 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide dinov2 --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : dinov2
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
  commit_msg          : add
  branch              : main
}

[11-16 02:34:32] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 02:34:35] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f3a28b47370>
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:34:35] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f3a28b47370>
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:34:35] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 02:34:35] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 02:34:35] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 02:34:31] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 02:34:31] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 02:34:31] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 02:34:32] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 02:34:32] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 2
  tfast               : 2
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --vfast 2 --tfast 2 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide dinov2 --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : dinov2
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  branch              : main
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
  commit_msg          : add
}

[11-16 02:34:32] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 02:34:35] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fb9cce9b2e0>
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:34:35] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fb9cce9b2e0>
[11-16 02:34:35] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:34:35] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 02:34:35] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 02:34:35] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...     [dataloader multi processing](*) finished! (47.80s)
     [dataloader multi processing](*) finished! (47.88s)
     [dataloader multi processing](*) finished! (48.31s)
[11-16 02:35:23] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 02:35:28] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:35:28] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:35:29] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 02:35:23] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 02:35:28] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:35:28] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:35:29] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 02:35:24] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 02:35:28] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:35:28] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:35:30] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

     [dataloader multi processing](*) finished! (58.59s)
[11-16 02:35:34] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 02:35:37] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:35:37] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:35:38] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 02:35:30] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 02:35:39] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 02:35:30] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 02:35:31] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035







=======================================================   RESTART [11-16 02:38:23]   =======================================================







=======================================================   RESTART [11-16 02:38:23]   =======================================================







=======================================================   RESTART [11-16 02:38:23]   =======================================================







=======================================================   RESTART [11-16 02:38:23]   =======================================================
[11-16 02:38:23] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 02:38:23] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 02:38:23] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 02:38:25] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 02:38:25] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 2
  tfast               : 2
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --vfast 2 --tfast 2 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  branch              : main
  commit_msg          : add
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
}

[11-16 02:38:25] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 02:38:28] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fe8d04af370>
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:38:28] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fe8d04af370>
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:38:28] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 02:38:28] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 02:38:28] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 02:38:23] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 02:38:23] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 02:38:23] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 02:38:25] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 02:38:25] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 2
  tfast               : 2
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --vfast 2 --tfast 2 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  branch              : main
  commit_msg          : add
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
}

[11-16 02:38:25] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 02:38:28] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f35ccc2b370>
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:38:28] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f35ccc2b370>
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:38:28] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 02:38:28] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 02:38:28] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 02:38:23] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 02:38:23] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 02:38:23] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 02:38:25] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 02:38:25] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 2
  tfast               : 2
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --vfast 2 --tfast 2 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
  branch              : main
  commit_msg          : add
}

[11-16 02:38:25] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 02:38:28] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f6fbda3f370>
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:38:28] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f6fbda3f370>
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:38:28] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 02:38:28] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 02:38:28] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 02:38:23] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 02:38:23] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 02:38:23] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 02:38:25] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 02:38:25] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 2
  tfast               : 2
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --vfast 2 --tfast 2 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_msg          : add
  branch              : main
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
}

[11-16 02:38:25] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 02:38:28] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f17107cb370>
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:38:28] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f17107cb370>
[11-16 02:38:28] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:38:28] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 02:38:28] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 02:38:28] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...     [dataloader multi processing](*) finished! (46.63s)
     [dataloader multi processing](*) finished! (48.53s)
     [dataloader multi processing](*) finished! (49.36s)
     [dataloader multi processing](*) finished! (50.51s)
[11-16 02:39:15] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 02:39:19] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:39:19] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:39:20] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 02:39:17] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 02:39:20] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:39:20] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:39:21] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 02:39:17] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 02:39:21] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:39:21] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:39:21] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 02:39:19] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 02:39:23] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:39:23] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:39:23] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 02:39:21] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 02:39:29] (/home/user/VAR/train.py , line 125)=> [INIT] VAR model = OptimizedModule(
  (_orig_mod): VAR(
    drop_path_rate=0.0708333
    (word_embed): Linear(in_features=24, out_features=1088, bias=False)
    (class_emb): Embedding(1001, 1088)
    (lvl_embed): Embedding(10, 1088)
    (shared_ada_lin): Identity()
    (blocks): ModuleList(
      (0): AdaLNSelfAttn(
        shared_aln=False
        (drop_path): Identity()
        (attn): SelfAttention(
          (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
          (proj): Linear(in_features=1088, out_features=1088, bias=True)
          (proj_drop): Identity()
        )
        (ffn): FFN(
          fused_mlp_func=False
          (fc1): Linear(in_features=1088, out_features=4352, bias=True)
          (act): GELU(approximate='tanh')
          (fc2): Linear(in_features=4352, out_features=1088, bias=True)
          (drop): Identity()
        )
        (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
        (ada_lin): Sequential(
          (0): SiLU()
          (1): Linear(in_features=1088, out_features=6528, bias=True)
        )
      )
      (1-16): 16 x AdaLNSelfAttn(
        shared_aln=False
        (drop_path): DropPath((drop_prob=...))
        (attn): SelfAttention(
          (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
          (proj): Linear(in_features=1088, out_features=1088, bias=True)
          (proj_drop): Identity()
        )
        (ffn): FFN(
          fused_mlp_func=False
          (fc1): Linear(in_features=1088, out_features=4352, bias=True)
          (act): GELU(approximate='tanh')
          (fc2): Linear(in_features=4352, out_features=1088, bias=True)
          (drop): Identity()
        )
        (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
        (ada_lin): Sequential(
          (0): SiLU()
          (1): Linear(in_features=1088, out_features=6528, bias=True)
        )
      )
    )
    (head_nm): AdaLNBeforeHead(
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=2176, bias=True)
      )
    )
    (head): Linear(in_features=1088, out_features=8192, bias=True)
  )
)


[11-16 02:39:29] (/home/user/VAR/train.py , line 127)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 02:39:29] (/home/user/VAR/train.py , line 128)=> [INIT][#para] VAR=375.22


[11-16 02:39:29] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('_orig_mod.word_embed.weight, _orig_mod.class_emb.weight, _orig_mod.blocks.0.attn.mat_qkv.weight, _orig_mod.blocks.0.attn.proj.weight, _orig_mod.blocks.0.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.0.ffn.fc2.weight, _orig_mod.blocks.0.ada_lin.1.weight, _orig_mod.blocks.1.attn.mat_qkv.weight, _orig_mod.blocks.1.attn.proj.weight, _orig_mod.blocks.1.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.1.ffn.fc2.weight, _orig_mod.blocks.1.ada_lin.1.weight, _orig_mod.blocks.2.attn.mat_qkv.weight, _orig_mod.blocks.2.attn.proj.weight, _orig_mod.blocks.2.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.2.ffn.fc2.weight, _orig_mod.blocks.2.ada_lin.1.weight, _orig_mod.blocks.3.attn.mat_qkv.weight, _orig_mod.blocks.3.attn.proj.weight, _orig_mod.blocks.3.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.3.ffn.fc2.weight, _orig_mod.blocks.3.ada_lin.1.weight, _orig_mod.blocks.4.attn.mat_qkv.weight, _orig_mod.blocks.4.attn.proj.weight, _orig_mod.blocks.4.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.4.ffn.fc2.weight, _orig_mod.blocks.4.ada_lin.1.weight, _orig_mod.blocks.5.attn.mat_qkv.weight, _orig_mod.blocks.5.attn.proj.weight, _orig_mod.blocks.5.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.5.ffn.fc2.weight, _orig_mod.blocks.5.ada_lin.1.weight, _orig_mod.blocks.6.attn.mat_qkv.weight, _orig_mod.blocks.6.attn.proj.weight, _orig_mod.blocks.6.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.6.ffn.fc2.weight, _orig_mod.blocks.6.ada_lin.1.weight, _orig_mod.blocks.7.attn.mat_qkv.weight, _orig_mod.blocks.7.attn.proj.weight, _orig_mod.blocks.7.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.7.ffn.fc2.weight, _orig_mod.blocks.7.ada_lin.1.weight, _orig_mod.blocks.8.attn.mat_qkv.weight, _orig_mod.blocks.8.attn.proj.weight, _orig_mod.blocks.8.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.8.ffn.fc2.weight, _orig_mod.blocks.8.ada_lin.1.weight, _orig_mod.blocks.9.attn.mat_qkv.weight, _orig_mod.blocks.9.attn.proj.weight, _orig_mod.blocks.9.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.9.ffn.fc2.weight, _orig_mod.blocks.9.ada_lin.1.weight, _orig_mod.blocks.10.attn.mat_qkv.weight, _orig_mod.blocks.10.attn.proj.weight, _orig_mod.blocks.10.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.10.ffn.fc2.weight, _orig_mod.blocks.10.ada_lin.1.weight, _orig_mod.blocks.11.attn.mat_qkv.weight, _orig_mod.blocks.11.attn.proj.weight, _orig_mod.blocks.11.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.11.ffn.fc2.weight, _orig_mod.blocks.11.ada_lin.1.weight, _orig_mod.blocks.12.attn.mat_qkv.weight, _orig_mod.blocks.12.attn.proj.weight, _orig_mod.blocks.12.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.12.ffn.fc2.weight, _orig_mod.blocks.12.ada_lin.1.weight, _orig_mod.blocks.13.attn.mat_qkv.weight, _orig_mod.blocks.13.attn.proj.weight, _orig_mod.blocks.13.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.13.ffn.fc2.weight, _orig_mod.blocks.13.ada_lin.1.weight, _orig_mod.blocks.14.attn.mat_qkv.weight, _orig_mod.blocks.14.attn.proj.weight, _orig_mod.blocks.14.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.14.ffn.fc2.weight, _orig_mod.blocks.14.ada_lin.1.weight, _orig_mod.blocks.15.attn.mat_qkv.weight, _orig_mod.blocks.15.attn.proj.weight, _orig_mod.blocks.15.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.15.ffn.fc2.weight, _orig_mod.blocks.15.ada_lin.1.weight, _orig_mod.blocks.16.attn.mat_qkv.weight, _orig_mod.blocks.16.attn.proj.weight, _orig_mod.blocks.16.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.16.ffn.fc2.weight, _orig_mod.blocks.16.ada_lin.1.weight, _orig_mod.head_nm.ada_lin.1.weight, _orig_mod.head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('_orig_mod.pos_start, _orig_mod.pos_1LC, _orig_mod.lvl_embed.weight, _orig_mod.blocks.0.attn.scale_mul_1H11, _orig_mod.blocks.0.attn.q_bias, _orig_mod.blocks.0.attn.v_bias, '\n"
                    " '_orig_mod.blocks.0.attn.proj.bias, _orig_mod.blocks.0.ffn.fc1.bias, _orig_mod.blocks.0.ffn.fc2.bias, _orig_mod.blocks.0.ada_lin.1.bias, _orig_mod.blocks.1.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.1.attn.q_bias, _orig_mod.blocks.1.attn.v_bias, _orig_mod.blocks.1.attn.proj.bias, _orig_mod.blocks.1.ffn.fc1.bias, _orig_mod.blocks.1.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.1.ada_lin.1.bias, _orig_mod.blocks.2.attn.scale_mul_1H11, _orig_mod.blocks.2.attn.q_bias, _orig_mod.blocks.2.attn.v_bias, _orig_mod.blocks.2.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.2.ffn.fc1.bias, _orig_mod.blocks.2.ffn.fc2.bias, _orig_mod.blocks.2.ada_lin.1.bias, _orig_mod.blocks.3.attn.scale_mul_1H11, _orig_mod.blocks.3.attn.q_bias, '\n"
                    " '_orig_mod.blocks.3.attn.v_bias, _orig_mod.blocks.3.attn.proj.bias, _orig_mod.blocks.3.ffn.fc1.bias, _orig_mod.blocks.3.ffn.fc2.bias, _orig_mod.blocks.3.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.4.attn.scale_mul_1H11, _orig_mod.blocks.4.attn.q_bias, _orig_mod.blocks.4.attn.v_bias, _orig_mod.blocks.4.attn.proj.bias, _orig_mod.blocks.4.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.4.ffn.fc2.bias, _orig_mod.blocks.4.ada_lin.1.bias, _orig_mod.blocks.5.attn.scale_mul_1H11, _orig_mod.blocks.5.attn.q_bias, _orig_mod.blocks.5.attn.v_bias, '\n"
                    " '_orig_mod.blocks.5.attn.proj.bias, _orig_mod.blocks.5.ffn.fc1.bias, _orig_mod.blocks.5.ffn.fc2.bias, _orig_mod.blocks.5.ada_lin.1.bias, _orig_mod.blocks.6.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.6.attn.q_bias, _orig_mod.blocks.6.attn.v_bias, _orig_mod.blocks.6.attn.proj.bias, _orig_mod.blocks.6.ffn.fc1.bias, _orig_mod.blocks.6.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.6.ada_lin.1.bias, _orig_mod.blocks.7.attn.scale_mul_1H11, _orig_mod.blocks.7.attn.q_bias, _orig_mod.blocks.7.attn.v_bias, _orig_mod.blocks.7.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.7.ffn.fc1.bias, _orig_mod.blocks.7.ffn.fc2.bias, _orig_mod.blocks.7.ada_lin.1.bias, _orig_mod.blocks.8.attn.scale_mul_1H11, _orig_mod.blocks.8.attn.q_bias, '\n"
                    " '_orig_mod.blocks.8.attn.v_bias, _orig_mod.blocks.8.attn.proj.bias, _orig_mod.blocks.8.ffn.fc1.bias, _orig_mod.blocks.8.ffn.fc2.bias, _orig_mod.blocks.8.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.9.attn.scale_mul_1H11, _orig_mod.blocks.9.attn.q_bias, _orig_mod.blocks.9.attn.v_bias, _orig_mod.blocks.9.attn.proj.bias, _orig_mod.blocks.9.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.9.ffn.fc2.bias, _orig_mod.blocks.9.ada_lin.1.bias, _orig_mod.blocks.10.attn.scale_mul_1H11, _orig_mod.blocks.10.attn.q_bias, _orig_mod.blocks.10.attn.v_bias, '\n"
                    " '_orig_mod.blocks.10.attn.proj.bias, _orig_mod.blocks.10.ffn.fc1.bias, _orig_mod.blocks.10.ffn.fc2.bias, _orig_mod.blocks.10.ada_lin.1.bias, _orig_mod.blocks.11.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.11.attn.q_bias, _orig_mod.blocks.11.attn.v_bias, _orig_mod.blocks.11.attn.proj.bias, _orig_mod.blocks.11.ffn.fc1.bias, _orig_mod.blocks.11.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.11.ada_lin.1.bias, _orig_mod.blocks.12.attn.scale_mul_1H11, _orig_mod.blocks.12.attn.q_bias, _orig_mod.blocks.12.attn.v_bias, _orig_mod.blocks.12.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.12.ffn.fc1.bias, _orig_mod.blocks.12.ffn.fc2.bias, _orig_mod.blocks.12.ada_lin.1.bias, _orig_mod.blocks.13.attn.scale_mul_1H11, _orig_mod.blocks.13.attn.q_bias, '\n"
                    " '_orig_mod.blocks.13.attn.v_bias, _orig_mod.blocks.13.attn.proj.bias, _orig_mod.blocks.13.ffn.fc1.bias, _orig_mod.blocks.13.ffn.fc2.bias, _orig_mod.blocks.13.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.14.attn.scale_mul_1H11, _orig_mod.blocks.14.attn.q_bias, _orig_mod.blocks.14.attn.v_bias, _orig_mod.blocks.14.attn.proj.bias, _orig_mod.blocks.14.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.14.ffn.fc2.bias, _orig_mod.blocks.14.ada_lin.1.bias, _orig_mod.blocks.15.attn.scale_mul_1H11, _orig_mod.blocks.15.attn.q_bias, _orig_mod.blocks.15.attn.v_bias, '\n"
                    " '_orig_mod.blocks.15.attn.proj.bias, _orig_mod.blocks.15.ffn.fc1.bias, _orig_mod.blocks.15.ffn.fc2.bias, _orig_mod.blocks.15.ada_lin.1.bias, _orig_mod.blocks.16.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.16.attn.q_bias, _orig_mod.blocks.16.attn.v_bias, _orig_mod.blocks.16.attn.proj.bias, _orig_mod.blocks.16.ffn.fc1.bias, _orig_mod.blocks.16.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.16.ada_lin.1.bias, _orig_mod.head_nm.ada_lin.1.bias, _orig_mod.head.bias')",
          'wd_sc': 0.0}}

[11-16 02:39:29] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank0] type(model).__name__='OptimizedModule' count=213, numel=375217249
[11-16 02:39:20] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 02:39:29] (/home/user/VAR/train.py , line 125)=> [INIT] VAR model = OptimizedModule(
  (_orig_mod): VAR(
    drop_path_rate=0.0708333
    (word_embed): Linear(in_features=24, out_features=1088, bias=False)
    (class_emb): Embedding(1001, 1088)
    (lvl_embed): Embedding(10, 1088)
    (shared_ada_lin): Identity()
    (blocks): ModuleList(
      (0): AdaLNSelfAttn(
        shared_aln=False
        (drop_path): Identity()
        (attn): SelfAttention(
          (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
          (proj): Linear(in_features=1088, out_features=1088, bias=True)
          (proj_drop): Identity()
        )
        (ffn): FFN(
          fused_mlp_func=False
          (fc1): Linear(in_features=1088, out_features=4352, bias=True)
          (act): GELU(approximate='tanh')
          (fc2): Linear(in_features=4352, out_features=1088, bias=True)
          (drop): Identity()
        )
        (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
        (ada_lin): Sequential(
          (0): SiLU()
          (1): Linear(in_features=1088, out_features=6528, bias=True)
        )
      )
      (1-16): 16 x AdaLNSelfAttn(
        shared_aln=False
        (drop_path): DropPath((drop_prob=...))
        (attn): SelfAttention(
          (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
          (proj): Linear(in_features=1088, out_features=1088, bias=True)
          (proj_drop): Identity()
        )
        (ffn): FFN(
          fused_mlp_func=False
          (fc1): Linear(in_features=1088, out_features=4352, bias=True)
          (act): GELU(approximate='tanh')
          (fc2): Linear(in_features=4352, out_features=1088, bias=True)
          (drop): Identity()
        )
        (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
        (ada_lin): Sequential(
          (0): SiLU()
          (1): Linear(in_features=1088, out_features=6528, bias=True)
        )
      )
    )
    (head_nm): AdaLNBeforeHead(
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=2176, bias=True)
      )
    )
    (head): Linear(in_features=1088, out_features=8192, bias=True)
  )
)


[11-16 02:39:29] (/home/user/VAR/train.py , line 127)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 02:39:29] (/home/user/VAR/train.py , line 128)=> [INIT][#para] VAR=375.22


[11-16 02:39:29] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('_orig_mod.word_embed.weight, _orig_mod.class_emb.weight, _orig_mod.blocks.0.attn.mat_qkv.weight, _orig_mod.blocks.0.attn.proj.weight, _orig_mod.blocks.0.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.0.ffn.fc2.weight, _orig_mod.blocks.0.ada_lin.1.weight, _orig_mod.blocks.1.attn.mat_qkv.weight, _orig_mod.blocks.1.attn.proj.weight, _orig_mod.blocks.1.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.1.ffn.fc2.weight, _orig_mod.blocks.1.ada_lin.1.weight, _orig_mod.blocks.2.attn.mat_qkv.weight, _orig_mod.blocks.2.attn.proj.weight, _orig_mod.blocks.2.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.2.ffn.fc2.weight, _orig_mod.blocks.2.ada_lin.1.weight, _orig_mod.blocks.3.attn.mat_qkv.weight, _orig_mod.blocks.3.attn.proj.weight, _orig_mod.blocks.3.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.3.ffn.fc2.weight, _orig_mod.blocks.3.ada_lin.1.weight, _orig_mod.blocks.4.attn.mat_qkv.weight, _orig_mod.blocks.4.attn.proj.weight, _orig_mod.blocks.4.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.4.ffn.fc2.weight, _orig_mod.blocks.4.ada_lin.1.weight, _orig_mod.blocks.5.attn.mat_qkv.weight, _orig_mod.blocks.5.attn.proj.weight, _orig_mod.blocks.5.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.5.ffn.fc2.weight, _orig_mod.blocks.5.ada_lin.1.weight, _orig_mod.blocks.6.attn.mat_qkv.weight, _orig_mod.blocks.6.attn.proj.weight, _orig_mod.blocks.6.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.6.ffn.fc2.weight, _orig_mod.blocks.6.ada_lin.1.weight, _orig_mod.blocks.7.attn.mat_qkv.weight, _orig_mod.blocks.7.attn.proj.weight, _orig_mod.blocks.7.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.7.ffn.fc2.weight, _orig_mod.blocks.7.ada_lin.1.weight, _orig_mod.blocks.8.attn.mat_qkv.weight, _orig_mod.blocks.8.attn.proj.weight, _orig_mod.blocks.8.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.8.ffn.fc2.weight, _orig_mod.blocks.8.ada_lin.1.weight, _orig_mod.blocks.9.attn.mat_qkv.weight, _orig_mod.blocks.9.attn.proj.weight, _orig_mod.blocks.9.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.9.ffn.fc2.weight, _orig_mod.blocks.9.ada_lin.1.weight, _orig_mod.blocks.10.attn.mat_qkv.weight, _orig_mod.blocks.10.attn.proj.weight, _orig_mod.blocks.10.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.10.ffn.fc2.weight, _orig_mod.blocks.10.ada_lin.1.weight, _orig_mod.blocks.11.attn.mat_qkv.weight, _orig_mod.blocks.11.attn.proj.weight, _orig_mod.blocks.11.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.11.ffn.fc2.weight, _orig_mod.blocks.11.ada_lin.1.weight, _orig_mod.blocks.12.attn.mat_qkv.weight, _orig_mod.blocks.12.attn.proj.weight, _orig_mod.blocks.12.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.12.ffn.fc2.weight, _orig_mod.blocks.12.ada_lin.1.weight, _orig_mod.blocks.13.attn.mat_qkv.weight, _orig_mod.blocks.13.attn.proj.weight, _orig_mod.blocks.13.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.13.ffn.fc2.weight, _orig_mod.blocks.13.ada_lin.1.weight, _orig_mod.blocks.14.attn.mat_qkv.weight, _orig_mod.blocks.14.attn.proj.weight, _orig_mod.blocks.14.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.14.ffn.fc2.weight, _orig_mod.blocks.14.ada_lin.1.weight, _orig_mod.blocks.15.attn.mat_qkv.weight, _orig_mod.blocks.15.attn.proj.weight, _orig_mod.blocks.15.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.15.ffn.fc2.weight, _orig_mod.blocks.15.ada_lin.1.weight, _orig_mod.blocks.16.attn.mat_qkv.weight, _orig_mod.blocks.16.attn.proj.weight, _orig_mod.blocks.16.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.16.ffn.fc2.weight, _orig_mod.blocks.16.ada_lin.1.weight, _orig_mod.head_nm.ada_lin.1.weight, _orig_mod.head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('_orig_mod.pos_start, _orig_mod.pos_1LC, _orig_mod.lvl_embed.weight, _orig_mod.blocks.0.attn.scale_mul_1H11, _orig_mod.blocks.0.attn.q_bias, _orig_mod.blocks.0.attn.v_bias, '\n"
                    " '_orig_mod.blocks.0.attn.proj.bias, _orig_mod.blocks.0.ffn.fc1.bias, _orig_mod.blocks.0.ffn.fc2.bias, _orig_mod.blocks.0.ada_lin.1.bias, _orig_mod.blocks.1.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.1.attn.q_bias, _orig_mod.blocks.1.attn.v_bias, _orig_mod.blocks.1.attn.proj.bias, _orig_mod.blocks.1.ffn.fc1.bias, _orig_mod.blocks.1.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.1.ada_lin.1.bias, _orig_mod.blocks.2.attn.scale_mul_1H11, _orig_mod.blocks.2.attn.q_bias, _orig_mod.blocks.2.attn.v_bias, _orig_mod.blocks.2.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.2.ffn.fc1.bias, _orig_mod.blocks.2.ffn.fc2.bias, _orig_mod.blocks.2.ada_lin.1.bias, _orig_mod.blocks.3.attn.scale_mul_1H11, _orig_mod.blocks.3.attn.q_bias, '\n"
                    " '_orig_mod.blocks.3.attn.v_bias, _orig_mod.blocks.3.attn.proj.bias, _orig_mod.blocks.3.ffn.fc1.bias, _orig_mod.blocks.3.ffn.fc2.bias, _orig_mod.blocks.3.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.4.attn.scale_mul_1H11, _orig_mod.blocks.4.attn.q_bias, _orig_mod.blocks.4.attn.v_bias, _orig_mod.blocks.4.attn.proj.bias, _orig_mod.blocks.4.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.4.ffn.fc2.bias, _orig_mod.blocks.4.ada_lin.1.bias, _orig_mod.blocks.5.attn.scale_mul_1H11, _orig_mod.blocks.5.attn.q_bias, _orig_mod.blocks.5.attn.v_bias, '\n"
                    " '_orig_mod.blocks.5.attn.proj.bias, _orig_mod.blocks.5.ffn.fc1.bias, _orig_mod.blocks.5.ffn.fc2.bias, _orig_mod.blocks.5.ada_lin.1.bias, _orig_mod.blocks.6.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.6.attn.q_bias, _orig_mod.blocks.6.attn.v_bias, _orig_mod.blocks.6.attn.proj.bias, _orig_mod.blocks.6.ffn.fc1.bias, _orig_mod.blocks.6.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.6.ada_lin.1.bias, _orig_mod.blocks.7.attn.scale_mul_1H11, _orig_mod.blocks.7.attn.q_bias, _orig_mod.blocks.7.attn.v_bias, _orig_mod.blocks.7.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.7.ffn.fc1.bias, _orig_mod.blocks.7.ffn.fc2.bias, _orig_mod.blocks.7.ada_lin.1.bias, _orig_mod.blocks.8.attn.scale_mul_1H11, _orig_mod.blocks.8.attn.q_bias, '\n"
                    " '_orig_mod.blocks.8.attn.v_bias, _orig_mod.blocks.8.attn.proj.bias, _orig_mod.blocks.8.ffn.fc1.bias, _orig_mod.blocks.8.ffn.fc2.bias, _orig_mod.blocks.8.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.9.attn.scale_mul_1H11, _orig_mod.blocks.9.attn.q_bias, _orig_mod.blocks.9.attn.v_bias, _orig_mod.blocks.9.attn.proj.bias, _orig_mod.blocks.9.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.9.ffn.fc2.bias, _orig_mod.blocks.9.ada_lin.1.bias, _orig_mod.blocks.10.attn.scale_mul_1H11, _orig_mod.blocks.10.attn.q_bias, _orig_mod.blocks.10.attn.v_bias, '\n"
                    " '_orig_mod.blocks.10.attn.proj.bias, _orig_mod.blocks.10.ffn.fc1.bias, _orig_mod.blocks.10.ffn.fc2.bias, _orig_mod.blocks.10.ada_lin.1.bias, _orig_mod.blocks.11.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.11.attn.q_bias, _orig_mod.blocks.11.attn.v_bias, _orig_mod.blocks.11.attn.proj.bias, _orig_mod.blocks.11.ffn.fc1.bias, _orig_mod.blocks.11.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.11.ada_lin.1.bias, _orig_mod.blocks.12.attn.scale_mul_1H11, _orig_mod.blocks.12.attn.q_bias, _orig_mod.blocks.12.attn.v_bias, _orig_mod.blocks.12.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.12.ffn.fc1.bias, _orig_mod.blocks.12.ffn.fc2.bias, _orig_mod.blocks.12.ada_lin.1.bias, _orig_mod.blocks.13.attn.scale_mul_1H11, _orig_mod.blocks.13.attn.q_bias, '\n"
                    " '_orig_mod.blocks.13.attn.v_bias, _orig_mod.blocks.13.attn.proj.bias, _orig_mod.blocks.13.ffn.fc1.bias, _orig_mod.blocks.13.ffn.fc2.bias, _orig_mod.blocks.13.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.14.attn.scale_mul_1H11, _orig_mod.blocks.14.attn.q_bias, _orig_mod.blocks.14.attn.v_bias, _orig_mod.blocks.14.attn.proj.bias, _orig_mod.blocks.14.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.14.ffn.fc2.bias, _orig_mod.blocks.14.ada_lin.1.bias, _orig_mod.blocks.15.attn.scale_mul_1H11, _orig_mod.blocks.15.attn.q_bias, _orig_mod.blocks.15.attn.v_bias, '\n"
                    " '_orig_mod.blocks.15.attn.proj.bias, _orig_mod.blocks.15.ffn.fc1.bias, _orig_mod.blocks.15.ffn.fc2.bias, _orig_mod.blocks.15.ada_lin.1.bias, _orig_mod.blocks.16.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.16.attn.q_bias, _orig_mod.blocks.16.attn.v_bias, _orig_mod.blocks.16.attn.proj.bias, _orig_mod.blocks.16.ffn.fc1.bias, _orig_mod.blocks.16.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.16.ada_lin.1.bias, _orig_mod.head_nm.ada_lin.1.bias, _orig_mod.head.bias')",
          'wd_sc': 0.0}}

[11-16 02:39:29] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank8] type(model).__name__='OptimizedModule' count=213, numel=375217249
[11-16 02:39:22] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 02:39:29] (/home/user/VAR/train.py , line 125)=> [INIT] VAR model = OptimizedModule(
  (_orig_mod): VAR(
    drop_path_rate=0.0708333
    (word_embed): Linear(in_features=24, out_features=1088, bias=False)
    (class_emb): Embedding(1001, 1088)
    (lvl_embed): Embedding(10, 1088)
    (shared_ada_lin): Identity()
    (blocks): ModuleList(
      (0): AdaLNSelfAttn(
        shared_aln=False
        (drop_path): Identity()
        (attn): SelfAttention(
          (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
          (proj): Linear(in_features=1088, out_features=1088, bias=True)
          (proj_drop): Identity()
        )
        (ffn): FFN(
          fused_mlp_func=False
          (fc1): Linear(in_features=1088, out_features=4352, bias=True)
          (act): GELU(approximate='tanh')
          (fc2): Linear(in_features=4352, out_features=1088, bias=True)
          (drop): Identity()
        )
        (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
        (ada_lin): Sequential(
          (0): SiLU()
          (1): Linear(in_features=1088, out_features=6528, bias=True)
        )
      )
      (1-16): 16 x AdaLNSelfAttn(
        shared_aln=False
        (drop_path): DropPath((drop_prob=...))
        (attn): SelfAttention(
          (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
          (proj): Linear(in_features=1088, out_features=1088, bias=True)
          (proj_drop): Identity()
        )
        (ffn): FFN(
          fused_mlp_func=False
          (fc1): Linear(in_features=1088, out_features=4352, bias=True)
          (act): GELU(approximate='tanh')
          (fc2): Linear(in_features=4352, out_features=1088, bias=True)
          (drop): Identity()
        )
        (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
        (ada_lin): Sequential(
          (0): SiLU()
          (1): Linear(in_features=1088, out_features=6528, bias=True)
        )
      )
    )
    (head_nm): AdaLNBeforeHead(
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=2176, bias=True)
      )
    )
    (head): Linear(in_features=1088, out_features=8192, bias=True)
  )
)


[11-16 02:39:29] (/home/user/VAR/train.py , line 127)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 02:39:29] (/home/user/VAR/train.py , line 128)=> [INIT][#para] VAR=375.22


[11-16 02:39:29] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('_orig_mod.word_embed.weight, _orig_mod.class_emb.weight, _orig_mod.blocks.0.attn.mat_qkv.weight, _orig_mod.blocks.0.attn.proj.weight, _orig_mod.blocks.0.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.0.ffn.fc2.weight, _orig_mod.blocks.0.ada_lin.1.weight, _orig_mod.blocks.1.attn.mat_qkv.weight, _orig_mod.blocks.1.attn.proj.weight, _orig_mod.blocks.1.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.1.ffn.fc2.weight, _orig_mod.blocks.1.ada_lin.1.weight, _orig_mod.blocks.2.attn.mat_qkv.weight, _orig_mod.blocks.2.attn.proj.weight, _orig_mod.blocks.2.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.2.ffn.fc2.weight, _orig_mod.blocks.2.ada_lin.1.weight, _orig_mod.blocks.3.attn.mat_qkv.weight, _orig_mod.blocks.3.attn.proj.weight, _orig_mod.blocks.3.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.3.ffn.fc2.weight, _orig_mod.blocks.3.ada_lin.1.weight, _orig_mod.blocks.4.attn.mat_qkv.weight, _orig_mod.blocks.4.attn.proj.weight, _orig_mod.blocks.4.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.4.ffn.fc2.weight, _orig_mod.blocks.4.ada_lin.1.weight, _orig_mod.blocks.5.attn.mat_qkv.weight, _orig_mod.blocks.5.attn.proj.weight, _orig_mod.blocks.5.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.5.ffn.fc2.weight, _orig_mod.blocks.5.ada_lin.1.weight, _orig_mod.blocks.6.attn.mat_qkv.weight, _orig_mod.blocks.6.attn.proj.weight, _orig_mod.blocks.6.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.6.ffn.fc2.weight, _orig_mod.blocks.6.ada_lin.1.weight, _orig_mod.blocks.7.attn.mat_qkv.weight, _orig_mod.blocks.7.attn.proj.weight, _orig_mod.blocks.7.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.7.ffn.fc2.weight, _orig_mod.blocks.7.ada_lin.1.weight, _orig_mod.blocks.8.attn.mat_qkv.weight, _orig_mod.blocks.8.attn.proj.weight, _orig_mod.blocks.8.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.8.ffn.fc2.weight, _orig_mod.blocks.8.ada_lin.1.weight, _orig_mod.blocks.9.attn.mat_qkv.weight, _orig_mod.blocks.9.attn.proj.weight, _orig_mod.blocks.9.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.9.ffn.fc2.weight, _orig_mod.blocks.9.ada_lin.1.weight, _orig_mod.blocks.10.attn.mat_qkv.weight, _orig_mod.blocks.10.attn.proj.weight, _orig_mod.blocks.10.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.10.ffn.fc2.weight, _orig_mod.blocks.10.ada_lin.1.weight, _orig_mod.blocks.11.attn.mat_qkv.weight, _orig_mod.blocks.11.attn.proj.weight, _orig_mod.blocks.11.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.11.ffn.fc2.weight, _orig_mod.blocks.11.ada_lin.1.weight, _orig_mod.blocks.12.attn.mat_qkv.weight, _orig_mod.blocks.12.attn.proj.weight, _orig_mod.blocks.12.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.12.ffn.fc2.weight, _orig_mod.blocks.12.ada_lin.1.weight, _orig_mod.blocks.13.attn.mat_qkv.weight, _orig_mod.blocks.13.attn.proj.weight, _orig_mod.blocks.13.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.13.ffn.fc2.weight, _orig_mod.blocks.13.ada_lin.1.weight, _orig_mod.blocks.14.attn.mat_qkv.weight, _orig_mod.blocks.14.attn.proj.weight, _orig_mod.blocks.14.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.14.ffn.fc2.weight, _orig_mod.blocks.14.ada_lin.1.weight, _orig_mod.blocks.15.attn.mat_qkv.weight, _orig_mod.blocks.15.attn.proj.weight, _orig_mod.blocks.15.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.15.ffn.fc2.weight, _orig_mod.blocks.15.ada_lin.1.weight, _orig_mod.blocks.16.attn.mat_qkv.weight, _orig_mod.blocks.16.attn.proj.weight, _orig_mod.blocks.16.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.16.ffn.fc2.weight, _orig_mod.blocks.16.ada_lin.1.weight, _orig_mod.head_nm.ada_lin.1.weight, _orig_mod.head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('_orig_mod.pos_start, _orig_mod.pos_1LC, _orig_mod.lvl_embed.weight, _orig_mod.blocks.0.attn.scale_mul_1H11, _orig_mod.blocks.0.attn.q_bias, _orig_mod.blocks.0.attn.v_bias, '\n"
                    " '_orig_mod.blocks.0.attn.proj.bias, _orig_mod.blocks.0.ffn.fc1.bias, _orig_mod.blocks.0.ffn.fc2.bias, _orig_mod.blocks.0.ada_lin.1.bias, _orig_mod.blocks.1.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.1.attn.q_bias, _orig_mod.blocks.1.attn.v_bias, _orig_mod.blocks.1.attn.proj.bias, _orig_mod.blocks.1.ffn.fc1.bias, _orig_mod.blocks.1.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.1.ada_lin.1.bias, _orig_mod.blocks.2.attn.scale_mul_1H11, _orig_mod.blocks.2.attn.q_bias, _orig_mod.blocks.2.attn.v_bias, _orig_mod.blocks.2.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.2.ffn.fc1.bias, _orig_mod.blocks.2.ffn.fc2.bias, _orig_mod.blocks.2.ada_lin.1.bias, _orig_mod.blocks.3.attn.scale_mul_1H11, _orig_mod.blocks.3.attn.q_bias, '\n"
                    " '_orig_mod.blocks.3.attn.v_bias, _orig_mod.blocks.3.attn.proj.bias, _orig_mod.blocks.3.ffn.fc1.bias, _orig_mod.blocks.3.ffn.fc2.bias, _orig_mod.blocks.3.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.4.attn.scale_mul_1H11, _orig_mod.blocks.4.attn.q_bias, _orig_mod.blocks.4.attn.v_bias, _orig_mod.blocks.4.attn.proj.bias, _orig_mod.blocks.4.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.4.ffn.fc2.bias, _orig_mod.blocks.4.ada_lin.1.bias, _orig_mod.blocks.5.attn.scale_mul_1H11, _orig_mod.blocks.5.attn.q_bias, _orig_mod.blocks.5.attn.v_bias, '\n"
                    " '_orig_mod.blocks.5.attn.proj.bias, _orig_mod.blocks.5.ffn.fc1.bias, _orig_mod.blocks.5.ffn.fc2.bias, _orig_mod.blocks.5.ada_lin.1.bias, _orig_mod.blocks.6.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.6.attn.q_bias, _orig_mod.blocks.6.attn.v_bias, _orig_mod.blocks.6.attn.proj.bias, _orig_mod.blocks.6.ffn.fc1.bias, _orig_mod.blocks.6.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.6.ada_lin.1.bias, _orig_mod.blocks.7.attn.scale_mul_1H11, _orig_mod.blocks.7.attn.q_bias, _orig_mod.blocks.7.attn.v_bias, _orig_mod.blocks.7.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.7.ffn.fc1.bias, _orig_mod.blocks.7.ffn.fc2.bias, _orig_mod.blocks.7.ada_lin.1.bias, _orig_mod.blocks.8.attn.scale_mul_1H11, _orig_mod.blocks.8.attn.q_bias, '\n"
                    " '_orig_mod.blocks.8.attn.v_bias, _orig_mod.blocks.8.attn.proj.bias, _orig_mod.blocks.8.ffn.fc1.bias, _orig_mod.blocks.8.ffn.fc2.bias, _orig_mod.blocks.8.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.9.attn.scale_mul_1H11, _orig_mod.blocks.9.attn.q_bias, _orig_mod.blocks.9.attn.v_bias, _orig_mod.blocks.9.attn.proj.bias, _orig_mod.blocks.9.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.9.ffn.fc2.bias, _orig_mod.blocks.9.ada_lin.1.bias, _orig_mod.blocks.10.attn.scale_mul_1H11, _orig_mod.blocks.10.attn.q_bias, _orig_mod.blocks.10.attn.v_bias, '\n"
                    " '_orig_mod.blocks.10.attn.proj.bias, _orig_mod.blocks.10.ffn.fc1.bias, _orig_mod.blocks.10.ffn.fc2.bias, _orig_mod.blocks.10.ada_lin.1.bias, _orig_mod.blocks.11.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.11.attn.q_bias, _orig_mod.blocks.11.attn.v_bias, _orig_mod.blocks.11.attn.proj.bias, _orig_mod.blocks.11.ffn.fc1.bias, _orig_mod.blocks.11.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.11.ada_lin.1.bias, _orig_mod.blocks.12.attn.scale_mul_1H11, _orig_mod.blocks.12.attn.q_bias, _orig_mod.blocks.12.attn.v_bias, _orig_mod.blocks.12.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.12.ffn.fc1.bias, _orig_mod.blocks.12.ffn.fc2.bias, _orig_mod.blocks.12.ada_lin.1.bias, _orig_mod.blocks.13.attn.scale_mul_1H11, _orig_mod.blocks.13.attn.q_bias, '\n"
                    " '_orig_mod.blocks.13.attn.v_bias, _orig_mod.blocks.13.attn.proj.bias, _orig_mod.blocks.13.ffn.fc1.bias, _orig_mod.blocks.13.ffn.fc2.bias, _orig_mod.blocks.13.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.14.attn.scale_mul_1H11, _orig_mod.blocks.14.attn.q_bias, _orig_mod.blocks.14.attn.v_bias, _orig_mod.blocks.14.attn.proj.bias, _orig_mod.blocks.14.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.14.ffn.fc2.bias, _orig_mod.blocks.14.ada_lin.1.bias, _orig_mod.blocks.15.attn.scale_mul_1H11, _orig_mod.blocks.15.attn.q_bias, _orig_mod.blocks.15.attn.v_bias, '\n"
                    " '_orig_mod.blocks.15.attn.proj.bias, _orig_mod.blocks.15.ffn.fc1.bias, _orig_mod.blocks.15.ffn.fc2.bias, _orig_mod.blocks.15.ada_lin.1.bias, _orig_mod.blocks.16.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.16.attn.q_bias, _orig_mod.blocks.16.attn.v_bias, _orig_mod.blocks.16.attn.proj.bias, _orig_mod.blocks.16.ffn.fc1.bias, _orig_mod.blocks.16.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.16.ada_lin.1.bias, _orig_mod.head_nm.ada_lin.1.bias, _orig_mod.head.bias')",
          'wd_sc': 0.0}}

[11-16 02:39:29] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank16] type(model).__name__='OptimizedModule' count=213, numel=375217249
[11-16 02:39:24] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 02:39:29] (/home/user/VAR/train.py , line 125)=> [INIT] VAR model = OptimizedModule(
  (_orig_mod): VAR(
    drop_path_rate=0.0708333
    (word_embed): Linear(in_features=24, out_features=1088, bias=False)
    (class_emb): Embedding(1001, 1088)
    (lvl_embed): Embedding(10, 1088)
    (shared_ada_lin): Identity()
    (blocks): ModuleList(
      (0): AdaLNSelfAttn(
        shared_aln=False
        (drop_path): Identity()
        (attn): SelfAttention(
          (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
          (proj): Linear(in_features=1088, out_features=1088, bias=True)
          (proj_drop): Identity()
        )
        (ffn): FFN(
          fused_mlp_func=False
          (fc1): Linear(in_features=1088, out_features=4352, bias=True)
          (act): GELU(approximate='tanh')
          (fc2): Linear(in_features=4352, out_features=1088, bias=True)
          (drop): Identity()
        )
        (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
        (ada_lin): Sequential(
          (0): SiLU()
          (1): Linear(in_features=1088, out_features=6528, bias=True)
        )
      )
      (1-16): 16 x AdaLNSelfAttn(
        shared_aln=False
        (drop_path): DropPath((drop_prob=...))
        (attn): SelfAttention(
          (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
          (proj): Linear(in_features=1088, out_features=1088, bias=True)
          (proj_drop): Identity()
        )
        (ffn): FFN(
          fused_mlp_func=False
          (fc1): Linear(in_features=1088, out_features=4352, bias=True)
          (act): GELU(approximate='tanh')
          (fc2): Linear(in_features=4352, out_features=1088, bias=True)
          (drop): Identity()
        )
        (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
        (ada_lin): Sequential(
          (0): SiLU()
          (1): Linear(in_features=1088, out_features=6528, bias=True)
        )
      )
    )
    (head_nm): AdaLNBeforeHead(
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=2176, bias=True)
      )
    )
    (head): Linear(in_features=1088, out_features=8192, bias=True)
  )
)


[11-16 02:39:29] (/home/user/VAR/train.py , line 127)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 02:39:29] (/home/user/VAR/train.py , line 128)=> [INIT][#para] VAR=375.22


[11-16 02:39:29] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('_orig_mod.word_embed.weight, _orig_mod.class_emb.weight, _orig_mod.blocks.0.attn.mat_qkv.weight, _orig_mod.blocks.0.attn.proj.weight, _orig_mod.blocks.0.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.0.ffn.fc2.weight, _orig_mod.blocks.0.ada_lin.1.weight, _orig_mod.blocks.1.attn.mat_qkv.weight, _orig_mod.blocks.1.attn.proj.weight, _orig_mod.blocks.1.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.1.ffn.fc2.weight, _orig_mod.blocks.1.ada_lin.1.weight, _orig_mod.blocks.2.attn.mat_qkv.weight, _orig_mod.blocks.2.attn.proj.weight, _orig_mod.blocks.2.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.2.ffn.fc2.weight, _orig_mod.blocks.2.ada_lin.1.weight, _orig_mod.blocks.3.attn.mat_qkv.weight, _orig_mod.blocks.3.attn.proj.weight, _orig_mod.blocks.3.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.3.ffn.fc2.weight, _orig_mod.blocks.3.ada_lin.1.weight, _orig_mod.blocks.4.attn.mat_qkv.weight, _orig_mod.blocks.4.attn.proj.weight, _orig_mod.blocks.4.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.4.ffn.fc2.weight, _orig_mod.blocks.4.ada_lin.1.weight, _orig_mod.blocks.5.attn.mat_qkv.weight, _orig_mod.blocks.5.attn.proj.weight, _orig_mod.blocks.5.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.5.ffn.fc2.weight, _orig_mod.blocks.5.ada_lin.1.weight, _orig_mod.blocks.6.attn.mat_qkv.weight, _orig_mod.blocks.6.attn.proj.weight, _orig_mod.blocks.6.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.6.ffn.fc2.weight, _orig_mod.blocks.6.ada_lin.1.weight, _orig_mod.blocks.7.attn.mat_qkv.weight, _orig_mod.blocks.7.attn.proj.weight, _orig_mod.blocks.7.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.7.ffn.fc2.weight, _orig_mod.blocks.7.ada_lin.1.weight, _orig_mod.blocks.8.attn.mat_qkv.weight, _orig_mod.blocks.8.attn.proj.weight, _orig_mod.blocks.8.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.8.ffn.fc2.weight, _orig_mod.blocks.8.ada_lin.1.weight, _orig_mod.blocks.9.attn.mat_qkv.weight, _orig_mod.blocks.9.attn.proj.weight, _orig_mod.blocks.9.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.9.ffn.fc2.weight, _orig_mod.blocks.9.ada_lin.1.weight, _orig_mod.blocks.10.attn.mat_qkv.weight, _orig_mod.blocks.10.attn.proj.weight, _orig_mod.blocks.10.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.10.ffn.fc2.weight, _orig_mod.blocks.10.ada_lin.1.weight, _orig_mod.blocks.11.attn.mat_qkv.weight, _orig_mod.blocks.11.attn.proj.weight, _orig_mod.blocks.11.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.11.ffn.fc2.weight, _orig_mod.blocks.11.ada_lin.1.weight, _orig_mod.blocks.12.attn.mat_qkv.weight, _orig_mod.blocks.12.attn.proj.weight, _orig_mod.blocks.12.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.12.ffn.fc2.weight, _orig_mod.blocks.12.ada_lin.1.weight, _orig_mod.blocks.13.attn.mat_qkv.weight, _orig_mod.blocks.13.attn.proj.weight, _orig_mod.blocks.13.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.13.ffn.fc2.weight, _orig_mod.blocks.13.ada_lin.1.weight, _orig_mod.blocks.14.attn.mat_qkv.weight, _orig_mod.blocks.14.attn.proj.weight, _orig_mod.blocks.14.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.14.ffn.fc2.weight, _orig_mod.blocks.14.ada_lin.1.weight, _orig_mod.blocks.15.attn.mat_qkv.weight, _orig_mod.blocks.15.attn.proj.weight, _orig_mod.blocks.15.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.15.ffn.fc2.weight, _orig_mod.blocks.15.ada_lin.1.weight, _orig_mod.blocks.16.attn.mat_qkv.weight, _orig_mod.blocks.16.attn.proj.weight, _orig_mod.blocks.16.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.16.ffn.fc2.weight, _orig_mod.blocks.16.ada_lin.1.weight, _orig_mod.head_nm.ada_lin.1.weight, _orig_mod.head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('_orig_mod.pos_start, _orig_mod.pos_1LC, _orig_mod.lvl_embed.weight, _orig_mod.blocks.0.attn.scale_mul_1H11, _orig_mod.blocks.0.attn.q_bias, _orig_mod.blocks.0.attn.v_bias, '\n"
                    " '_orig_mod.blocks.0.attn.proj.bias, _orig_mod.blocks.0.ffn.fc1.bias, _orig_mod.blocks.0.ffn.fc2.bias, _orig_mod.blocks.0.ada_lin.1.bias, _orig_mod.blocks.1.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.1.attn.q_bias, _orig_mod.blocks.1.attn.v_bias, _orig_mod.blocks.1.attn.proj.bias, _orig_mod.blocks.1.ffn.fc1.bias, _orig_mod.blocks.1.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.1.ada_lin.1.bias, _orig_mod.blocks.2.attn.scale_mul_1H11, _orig_mod.blocks.2.attn.q_bias, _orig_mod.blocks.2.attn.v_bias, _orig_mod.blocks.2.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.2.ffn.fc1.bias, _orig_mod.blocks.2.ffn.fc2.bias, _orig_mod.blocks.2.ada_lin.1.bias, _orig_mod.blocks.3.attn.scale_mul_1H11, _orig_mod.blocks.3.attn.q_bias, '\n"
                    " '_orig_mod.blocks.3.attn.v_bias, _orig_mod.blocks.3.attn.proj.bias, _orig_mod.blocks.3.ffn.fc1.bias, _orig_mod.blocks.3.ffn.fc2.bias, _orig_mod.blocks.3.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.4.attn.scale_mul_1H11, _orig_mod.blocks.4.attn.q_bias, _orig_mod.blocks.4.attn.v_bias, _orig_mod.blocks.4.attn.proj.bias, _orig_mod.blocks.4.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.4.ffn.fc2.bias, _orig_mod.blocks.4.ada_lin.1.bias, _orig_mod.blocks.5.attn.scale_mul_1H11, _orig_mod.blocks.5.attn.q_bias, _orig_mod.blocks.5.attn.v_bias, '\n"
                    " '_orig_mod.blocks.5.attn.proj.bias, _orig_mod.blocks.5.ffn.fc1.bias, _orig_mod.blocks.5.ffn.fc2.bias, _orig_mod.blocks.5.ada_lin.1.bias, _orig_mod.blocks.6.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.6.attn.q_bias, _orig_mod.blocks.6.attn.v_bias, _orig_mod.blocks.6.attn.proj.bias, _orig_mod.blocks.6.ffn.fc1.bias, _orig_mod.blocks.6.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.6.ada_lin.1.bias, _orig_mod.blocks.7.attn.scale_mul_1H11, _orig_mod.blocks.7.attn.q_bias, _orig_mod.blocks.7.attn.v_bias, _orig_mod.blocks.7.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.7.ffn.fc1.bias, _orig_mod.blocks.7.ffn.fc2.bias, _orig_mod.blocks.7.ada_lin.1.bias, _orig_mod.blocks.8.attn.scale_mul_1H11, _orig_mod.blocks.8.attn.q_bias, '\n"
                    " '_orig_mod.blocks.8.attn.v_bias, _orig_mod.blocks.8.attn.proj.bias, _orig_mod.blocks.8.ffn.fc1.bias, _orig_mod.blocks.8.ffn.fc2.bias, _orig_mod.blocks.8.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.9.attn.scale_mul_1H11, _orig_mod.blocks.9.attn.q_bias, _orig_mod.blocks.9.attn.v_bias, _orig_mod.blocks.9.attn.proj.bias, _orig_mod.blocks.9.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.9.ffn.fc2.bias, _orig_mod.blocks.9.ada_lin.1.bias, _orig_mod.blocks.10.attn.scale_mul_1H11, _orig_mod.blocks.10.attn.q_bias, _orig_mod.blocks.10.attn.v_bias, '\n"
                    " '_orig_mod.blocks.10.attn.proj.bias, _orig_mod.blocks.10.ffn.fc1.bias, _orig_mod.blocks.10.ffn.fc2.bias, _orig_mod.blocks.10.ada_lin.1.bias, _orig_mod.blocks.11.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.11.attn.q_bias, _orig_mod.blocks.11.attn.v_bias, _orig_mod.blocks.11.attn.proj.bias, _orig_mod.blocks.11.ffn.fc1.bias, _orig_mod.blocks.11.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.11.ada_lin.1.bias, _orig_mod.blocks.12.attn.scale_mul_1H11, _orig_mod.blocks.12.attn.q_bias, _orig_mod.blocks.12.attn.v_bias, _orig_mod.blocks.12.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.12.ffn.fc1.bias, _orig_mod.blocks.12.ffn.fc2.bias, _orig_mod.blocks.12.ada_lin.1.bias, _orig_mod.blocks.13.attn.scale_mul_1H11, _orig_mod.blocks.13.attn.q_bias, '\n"
                    " '_orig_mod.blocks.13.attn.v_bias, _orig_mod.blocks.13.attn.proj.bias, _orig_mod.blocks.13.ffn.fc1.bias, _orig_mod.blocks.13.ffn.fc2.bias, _orig_mod.blocks.13.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.14.attn.scale_mul_1H11, _orig_mod.blocks.14.attn.q_bias, _orig_mod.blocks.14.attn.v_bias, _orig_mod.blocks.14.attn.proj.bias, _orig_mod.blocks.14.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.14.ffn.fc2.bias, _orig_mod.blocks.14.ada_lin.1.bias, _orig_mod.blocks.15.attn.scale_mul_1H11, _orig_mod.blocks.15.attn.q_bias, _orig_mod.blocks.15.attn.v_bias, '\n"
                    " '_orig_mod.blocks.15.attn.proj.bias, _orig_mod.blocks.15.ffn.fc1.bias, _orig_mod.blocks.15.ffn.fc2.bias, _orig_mod.blocks.15.ada_lin.1.bias, _orig_mod.blocks.16.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.16.attn.q_bias, _orig_mod.blocks.16.attn.v_bias, _orig_mod.blocks.16.attn.proj.bias, _orig_mod.blocks.16.ffn.fc1.bias, _orig_mod.blocks.16.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.16.ada_lin.1.bias, _orig_mod.head_nm.ada_lin.1.bias, _orig_mod.head.bias')",
          'wd_sc': 0.0}}

[11-16 02:39:29] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank24] type(model).__name__='OptimizedModule' count=213, numel=375217249
[11-16 02:39:29] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 02:39:29] (/home/user/VAR/train.py , line 143)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 0.00015000000000000001, 'weight_decay': 0}

[11-16 02:39:29] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 02:39:29] (/home/user/VAR/train.py , line 143)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 0.00015000000000000001, 'weight_decay': 0}

[11-16 02:39:29] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 02:39:29] (/home/user/VAR/train.py , line 143)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 0.00015000000000000001, 'weight_decay': 0}

[11-16 02:39:29] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 02:39:29] (/home/user/VAR/train.py , line 143)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 0.00015000000000000001, 'weight_decay': 0}








=======================================================   RESTART [11-16 02:55:14]   =======================================================







=======================================================   RESTART [11-16 02:55:14]   =======================================================







=======================================================   RESTART [11-16 02:55:14]   =======================================================







=======================================================   RESTART [11-16 02:55:14]   =======================================================
[11-16 02:55:14] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 02:55:14] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 02:55:14] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 02:55:15] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 02:55:15] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 0
  tfast               : 0
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide dinov2 --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : dinov2
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  branch              : main
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
  commit_msg          : add
}

[11-16 02:55:15] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 02:55:18] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fd8e0cf7370>
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:55:18] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fd8e0cf7370>
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:55:18] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 02:55:18] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 02:55:18] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 02:55:14] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 02:55:14] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 02:55:14] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 02:55:15] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 02:55:15] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 0
  tfast               : 0
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide dinov2 --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : dinov2
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  branch              : main
  commit_msg          : add
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
}

[11-16 02:55:15] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 02:55:18] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7ffa6c2b7370>
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:55:18] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7ffa6c2b7370>
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:55:18] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 02:55:18] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 02:55:18] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 02:55:14] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 02:55:14] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 02:55:14] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 02:55:15] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 02:55:15] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 0
  tfast               : 0
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide dinov2 --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : dinov2
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_msg          : add
  branch              : main
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
}

[11-16 02:55:15] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 02:55:18] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f8d40a5f370>
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:55:18] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f8d40a5f370>
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:55:18] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 02:55:18] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 02:55:18] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 02:55:14] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 02:55:14] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 02:55:14] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 02:55:15] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 02:55:15] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 0
  tfast               : 0
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide dinov2 --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : dinov2
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_msg          : add
  branch              : main
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
}

[11-16 02:55:15] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 02:55:18] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f449be7b370>
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:55:18] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f449be7b370>
[11-16 02:55:18] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:55:18] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 02:55:18] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 02:55:18] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...     [dataloader multi processing](*) finished! (46.96s)
     [dataloader multi processing](*) finished! (48.04s)
     [dataloader multi processing](*) finished! (48.55s)
     [dataloader multi processing](*) finished! (49.00s)
[11-16 02:56:05] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 02:56:10] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:56:10] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:56:11] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 02:56:07] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 02:56:10] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:56:10] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:56:12] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 02:56:06] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 02:56:11] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:56:11] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:56:13] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 02:56:07] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 02:56:12] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:56:12] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:56:13] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 02:56:13] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 02:56:14] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 02:56:12] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 02:56:12] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035







=======================================================   RESTART [11-16 02:58:48]   =======================================================







=======================================================   RESTART [11-16 02:58:48]   =======================================================







=======================================================   RESTART [11-16 02:58:48]   =======================================================







=======================================================   RESTART [11-16 02:58:48]   =======================================================
[11-16 02:58:48] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 02:58:48] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 02:58:48] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 02:58:50] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 02:58:50] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 0
  tfast               : 0
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
  branch              : main
  commit_msg          : add
}

[11-16 02:58:50] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 02:58:52] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fdd74787370>
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:58:52] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fdd74787370>
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:58:52] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 02:58:52] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 02:58:52] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 02:58:48] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 02:58:48] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 02:58:48] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 02:58:50] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 02:58:50] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 0
  tfast               : 0
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  branch              : main
  commit_msg          : add
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
}

[11-16 02:58:50] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 02:58:52] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fe2824eb370>
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:58:52] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fe2824eb370>
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:58:52] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 02:58:52] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 02:58:52] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 02:58:48] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 02:58:48] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 02:58:48] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 02:58:50] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 02:58:50] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 0
  tfast               : 0
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_msg          : add
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
  branch              : main
}

[11-16 02:58:50] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 02:58:52] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fef34967370>
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:58:52] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fef34967370>
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:58:52] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 02:58:52] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 02:58:52] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 02:58:48] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 02:58:48] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 02:58:48] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 02:58:50] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 02:58:50] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 0
  tfast               : 0
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_msg          : add
  branch              : main
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
}

[11-16 02:58:50] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 02:58:52] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f460c5bb370>
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:58:52] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f460c5bb370>
[11-16 02:58:52] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 02:58:52] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 02:58:52] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 02:58:52] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...     [dataloader multi processing](*) finished! (47.46s)
     [dataloader multi processing](*) finished! (48.97s)
     [dataloader multi processing](*) finished! (49.31s)
[11-16 02:59:40] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 02:59:43] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:59:43] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:59:43] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

     [dataloader multi processing](*) finished! (52.55s)
[11-16 02:59:41] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 02:59:46] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:59:46] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:59:46] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 02:59:42] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 02:59:46] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:59:46] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:59:47] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 02:59:45] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 02:59:50] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:59:50] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 02:59:50] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 02:59:44] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 02:59:53] (/home/user/VAR/train.py , line 125)=> [INIT] VAR model = VAR(
  drop_path_rate=0.0708333
  (word_embed): Linear(in_features=24, out_features=1088, bias=False)
  (class_emb): Embedding(1001, 1088)
  (lvl_embed): Embedding(10, 1088)
  (shared_ada_lin): Identity()
  (blocks): ModuleList(
    (0): AdaLNSelfAttn(
      shared_aln=False
      (drop_path): Identity()
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
    (1-16): 16 x AdaLNSelfAttn(
      shared_aln=False
      (drop_path): DropPath((drop_prob=...))
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
  )
  (head_nm): AdaLNBeforeHead(
    (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
    (ada_lin): Sequential(
      (0): SiLU()
      (1): Linear(in_features=1088, out_features=2176, bias=True)
    )
  )
  (head): Linear(in_features=1088, out_features=8192, bias=True)
)


[11-16 02:59:53] (/home/user/VAR/train.py , line 127)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 02:59:53] (/home/user/VAR/train.py , line 128)=> [INIT][#para] VAR=375.22


[11-16 02:59:53] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('word_embed.weight, class_emb.weight, blocks.0.attn.mat_qkv.weight, blocks.0.attn.proj.weight, blocks.0.ffn.fc1.weight, blocks.0.ffn.fc2.weight, blocks.0.ada_lin.1.weight, '\n"
                   " 'blocks.1.attn.mat_qkv.weight, blocks.1.attn.proj.weight, blocks.1.ffn.fc1.weight, blocks.1.ffn.fc2.weight, blocks.1.ada_lin.1.weight, blocks.2.attn.mat_qkv.weight, blocks.2.attn.proj.weight, '\n"
                   " 'blocks.2.ffn.fc1.weight, blocks.2.ffn.fc2.weight, blocks.2.ada_lin.1.weight, blocks.3.attn.mat_qkv.weight, blocks.3.attn.proj.weight, blocks.3.ffn.fc1.weight, blocks.3.ffn.fc2.weight, '\n"
                   " 'blocks.3.ada_lin.1.weight, blocks.4.attn.mat_qkv.weight, blocks.4.attn.proj.weight, blocks.4.ffn.fc1.weight, blocks.4.ffn.fc2.weight, blocks.4.ada_lin.1.weight, blocks.5.attn.mat_qkv.weight, '\n"
                   " 'blocks.5.attn.proj.weight, blocks.5.ffn.fc1.weight, blocks.5.ffn.fc2.weight, blocks.5.ada_lin.1.weight, blocks.6.attn.mat_qkv.weight, blocks.6.attn.proj.weight, blocks.6.ffn.fc1.weight, '\n"
                   " 'blocks.6.ffn.fc2.weight, blocks.6.ada_lin.1.weight, blocks.7.attn.mat_qkv.weight, blocks.7.attn.proj.weight, blocks.7.ffn.fc1.weight, blocks.7.ffn.fc2.weight, blocks.7.ada_lin.1.weight, '\n"
                   " 'blocks.8.attn.mat_qkv.weight, blocks.8.attn.proj.weight, blocks.8.ffn.fc1.weight, blocks.8.ffn.fc2.weight, blocks.8.ada_lin.1.weight, blocks.9.attn.mat_qkv.weight, blocks.9.attn.proj.weight, '\n"
                   " 'blocks.9.ffn.fc1.weight, blocks.9.ffn.fc2.weight, blocks.9.ada_lin.1.weight, blocks.10.attn.mat_qkv.weight, blocks.10.attn.proj.weight, blocks.10.ffn.fc1.weight, blocks.10.ffn.fc2.weight, '\n"
                   " 'blocks.10.ada_lin.1.weight, blocks.11.attn.mat_qkv.weight, blocks.11.attn.proj.weight, blocks.11.ffn.fc1.weight, blocks.11.ffn.fc2.weight, blocks.11.ada_lin.1.weight, '\n"
                   " 'blocks.12.attn.mat_qkv.weight, blocks.12.attn.proj.weight, blocks.12.ffn.fc1.weight, blocks.12.ffn.fc2.weight, blocks.12.ada_lin.1.weight, blocks.13.attn.mat_qkv.weight, '\n"
                   " 'blocks.13.attn.proj.weight, blocks.13.ffn.fc1.weight, blocks.13.ffn.fc2.weight, blocks.13.ada_lin.1.weight, blocks.14.attn.mat_qkv.weight, blocks.14.attn.proj.weight, blocks.14.ffn.fc1.weight, '\n"
                   " 'blocks.14.ffn.fc2.weight, blocks.14.ada_lin.1.weight, blocks.15.attn.mat_qkv.weight, blocks.15.attn.proj.weight, blocks.15.ffn.fc1.weight, blocks.15.ffn.fc2.weight, blocks.15.ada_lin.1.weight, '\n"
                   " 'blocks.16.attn.mat_qkv.weight, blocks.16.attn.proj.weight, blocks.16.ffn.fc1.weight, blocks.16.ffn.fc2.weight, blocks.16.ada_lin.1.weight, head_nm.ada_lin.1.weight, head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('pos_start, pos_1LC, lvl_embed.weight, blocks.0.attn.scale_mul_1H11, blocks.0.attn.q_bias, blocks.0.attn.v_bias, blocks.0.attn.proj.bias, blocks.0.ffn.fc1.bias, blocks.0.ffn.fc2.bias, '\n"
                    " 'blocks.0.ada_lin.1.bias, blocks.1.attn.scale_mul_1H11, blocks.1.attn.q_bias, blocks.1.attn.v_bias, blocks.1.attn.proj.bias, blocks.1.ffn.fc1.bias, blocks.1.ffn.fc2.bias, blocks.1.ada_lin.1.bias, '\n"
                    " 'blocks.2.attn.scale_mul_1H11, blocks.2.attn.q_bias, blocks.2.attn.v_bias, blocks.2.attn.proj.bias, blocks.2.ffn.fc1.bias, blocks.2.ffn.fc2.bias, blocks.2.ada_lin.1.bias, '\n"
                    " 'blocks.3.attn.scale_mul_1H11, blocks.3.attn.q_bias, blocks.3.attn.v_bias, blocks.3.attn.proj.bias, blocks.3.ffn.fc1.bias, blocks.3.ffn.fc2.bias, blocks.3.ada_lin.1.bias, '\n"
                    " 'blocks.4.attn.scale_mul_1H11, blocks.4.attn.q_bias, blocks.4.attn.v_bias, blocks.4.attn.proj.bias, blocks.4.ffn.fc1.bias, blocks.4.ffn.fc2.bias, blocks.4.ada_lin.1.bias, '\n"
                    " 'blocks.5.attn.scale_mul_1H11, blocks.5.attn.q_bias, blocks.5.attn.v_bias, blocks.5.attn.proj.bias, blocks.5.ffn.fc1.bias, blocks.5.ffn.fc2.bias, blocks.5.ada_lin.1.bias, '\n"
                    " 'blocks.6.attn.scale_mul_1H11, blocks.6.attn.q_bias, blocks.6.attn.v_bias, blocks.6.attn.proj.bias, blocks.6.ffn.fc1.bias, blocks.6.ffn.fc2.bias, blocks.6.ada_lin.1.bias, '\n"
                    " 'blocks.7.attn.scale_mul_1H11, blocks.7.attn.q_bias, blocks.7.attn.v_bias, blocks.7.attn.proj.bias, blocks.7.ffn.fc1.bias, blocks.7.ffn.fc2.bias, blocks.7.ada_lin.1.bias, '\n"
                    " 'blocks.8.attn.scale_mul_1H11, blocks.8.attn.q_bias, blocks.8.attn.v_bias, blocks.8.attn.proj.bias, blocks.8.ffn.fc1.bias, blocks.8.ffn.fc2.bias, blocks.8.ada_lin.1.bias, '\n"
                    " 'blocks.9.attn.scale_mul_1H11, blocks.9.attn.q_bias, blocks.9.attn.v_bias, blocks.9.attn.proj.bias, blocks.9.ffn.fc1.bias, blocks.9.ffn.fc2.bias, blocks.9.ada_lin.1.bias, '\n"
                    " 'blocks.10.attn.scale_mul_1H11, blocks.10.attn.q_bias, blocks.10.attn.v_bias, blocks.10.attn.proj.bias, blocks.10.ffn.fc1.bias, blocks.10.ffn.fc2.bias, blocks.10.ada_lin.1.bias, '\n"
                    " 'blocks.11.attn.scale_mul_1H11, blocks.11.attn.q_bias, blocks.11.attn.v_bias, blocks.11.attn.proj.bias, blocks.11.ffn.fc1.bias, blocks.11.ffn.fc2.bias, blocks.11.ada_lin.1.bias, '\n"
                    " 'blocks.12.attn.scale_mul_1H11, blocks.12.attn.q_bias, blocks.12.attn.v_bias, blocks.12.attn.proj.bias, blocks.12.ffn.fc1.bias, blocks.12.ffn.fc2.bias, blocks.12.ada_lin.1.bias, '\n"
                    " 'blocks.13.attn.scale_mul_1H11, blocks.13.attn.q_bias, blocks.13.attn.v_bias, blocks.13.attn.proj.bias, blocks.13.ffn.fc1.bias, blocks.13.ffn.fc2.bias, blocks.13.ada_lin.1.bias, '\n"
                    " 'blocks.14.attn.scale_mul_1H11, blocks.14.attn.q_bias, blocks.14.attn.v_bias, blocks.14.attn.proj.bias, blocks.14.ffn.fc1.bias, blocks.14.ffn.fc2.bias, blocks.14.ada_lin.1.bias, '\n"
                    " 'blocks.15.attn.scale_mul_1H11, blocks.15.attn.q_bias, blocks.15.attn.v_bias, blocks.15.attn.proj.bias, blocks.15.ffn.fc1.bias, blocks.15.ffn.fc2.bias, blocks.15.ada_lin.1.bias, '\n"
                    " 'blocks.16.attn.scale_mul_1H11, blocks.16.attn.q_bias, blocks.16.attn.v_bias, blocks.16.attn.proj.bias, blocks.16.ffn.fc1.bias, blocks.16.ffn.fc2.bias, blocks.16.ada_lin.1.bias, '\n"
                    " 'head_nm.ada_lin.1.bias, head.bias')",
          'wd_sc': 0.0}}

[11-16 02:59:53] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank0] type(model).__name__='VAR' count=213, numel=375217249
[11-16 02:59:50] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 02:59:53] (/home/user/VAR/train.py , line 125)=> [INIT] VAR model = VAR(
  drop_path_rate=0.0708333
  (word_embed): Linear(in_features=24, out_features=1088, bias=False)
  (class_emb): Embedding(1001, 1088)
  (lvl_embed): Embedding(10, 1088)
  (shared_ada_lin): Identity()
  (blocks): ModuleList(
    (0): AdaLNSelfAttn(
      shared_aln=False
      (drop_path): Identity()
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
    (1-16): 16 x AdaLNSelfAttn(
      shared_aln=False
      (drop_path): DropPath((drop_prob=...))
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
  )
  (head_nm): AdaLNBeforeHead(
    (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
    (ada_lin): Sequential(
      (0): SiLU()
      (1): Linear(in_features=1088, out_features=2176, bias=True)
    )
  )
  (head): Linear(in_features=1088, out_features=8192, bias=True)
)


[11-16 02:59:53] (/home/user/VAR/train.py , line 127)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 02:59:53] (/home/user/VAR/train.py , line 128)=> [INIT][#para] VAR=375.22


[11-16 02:59:53] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('word_embed.weight, class_emb.weight, blocks.0.attn.mat_qkv.weight, blocks.0.attn.proj.weight, blocks.0.ffn.fc1.weight, blocks.0.ffn.fc2.weight, blocks.0.ada_lin.1.weight, '\n"
                   " 'blocks.1.attn.mat_qkv.weight, blocks.1.attn.proj.weight, blocks.1.ffn.fc1.weight, blocks.1.ffn.fc2.weight, blocks.1.ada_lin.1.weight, blocks.2.attn.mat_qkv.weight, blocks.2.attn.proj.weight, '\n"
                   " 'blocks.2.ffn.fc1.weight, blocks.2.ffn.fc2.weight, blocks.2.ada_lin.1.weight, blocks.3.attn.mat_qkv.weight, blocks.3.attn.proj.weight, blocks.3.ffn.fc1.weight, blocks.3.ffn.fc2.weight, '\n"
                   " 'blocks.3.ada_lin.1.weight, blocks.4.attn.mat_qkv.weight, blocks.4.attn.proj.weight, blocks.4.ffn.fc1.weight, blocks.4.ffn.fc2.weight, blocks.4.ada_lin.1.weight, blocks.5.attn.mat_qkv.weight, '\n"
                   " 'blocks.5.attn.proj.weight, blocks.5.ffn.fc1.weight, blocks.5.ffn.fc2.weight, blocks.5.ada_lin.1.weight, blocks.6.attn.mat_qkv.weight, blocks.6.attn.proj.weight, blocks.6.ffn.fc1.weight, '\n"
                   " 'blocks.6.ffn.fc2.weight, blocks.6.ada_lin.1.weight, blocks.7.attn.mat_qkv.weight, blocks.7.attn.proj.weight, blocks.7.ffn.fc1.weight, blocks.7.ffn.fc2.weight, blocks.7.ada_lin.1.weight, '\n"
                   " 'blocks.8.attn.mat_qkv.weight, blocks.8.attn.proj.weight, blocks.8.ffn.fc1.weight, blocks.8.ffn.fc2.weight, blocks.8.ada_lin.1.weight, blocks.9.attn.mat_qkv.weight, blocks.9.attn.proj.weight, '\n"
                   " 'blocks.9.ffn.fc1.weight, blocks.9.ffn.fc2.weight, blocks.9.ada_lin.1.weight, blocks.10.attn.mat_qkv.weight, blocks.10.attn.proj.weight, blocks.10.ffn.fc1.weight, blocks.10.ffn.fc2.weight, '\n"
                   " 'blocks.10.ada_lin.1.weight, blocks.11.attn.mat_qkv.weight, blocks.11.attn.proj.weight, blocks.11.ffn.fc1.weight, blocks.11.ffn.fc2.weight, blocks.11.ada_lin.1.weight, '\n"
                   " 'blocks.12.attn.mat_qkv.weight, blocks.12.attn.proj.weight, blocks.12.ffn.fc1.weight, blocks.12.ffn.fc2.weight, blocks.12.ada_lin.1.weight, blocks.13.attn.mat_qkv.weight, '\n"
                   " 'blocks.13.attn.proj.weight, blocks.13.ffn.fc1.weight, blocks.13.ffn.fc2.weight, blocks.13.ada_lin.1.weight, blocks.14.attn.mat_qkv.weight, blocks.14.attn.proj.weight, blocks.14.ffn.fc1.weight, '\n"
                   " 'blocks.14.ffn.fc2.weight, blocks.14.ada_lin.1.weight, blocks.15.attn.mat_qkv.weight, blocks.15.attn.proj.weight, blocks.15.ffn.fc1.weight, blocks.15.ffn.fc2.weight, blocks.15.ada_lin.1.weight, '\n"
                   " 'blocks.16.attn.mat_qkv.weight, blocks.16.attn.proj.weight, blocks.16.ffn.fc1.weight, blocks.16.ffn.fc2.weight, blocks.16.ada_lin.1.weight, head_nm.ada_lin.1.weight, head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('pos_start, pos_1LC, lvl_embed.weight, blocks.0.attn.scale_mul_1H11, blocks.0.attn.q_bias, blocks.0.attn.v_bias, blocks.0.attn.proj.bias, blocks.0.ffn.fc1.bias, blocks.0.ffn.fc2.bias, '\n"
                    " 'blocks.0.ada_lin.1.bias, blocks.1.attn.scale_mul_1H11, blocks.1.attn.q_bias, blocks.1.attn.v_bias, blocks.1.attn.proj.bias, blocks.1.ffn.fc1.bias, blocks.1.ffn.fc2.bias, blocks.1.ada_lin.1.bias, '\n"
                    " 'blocks.2.attn.scale_mul_1H11, blocks.2.attn.q_bias, blocks.2.attn.v_bias, blocks.2.attn.proj.bias, blocks.2.ffn.fc1.bias, blocks.2.ffn.fc2.bias, blocks.2.ada_lin.1.bias, '\n"
                    " 'blocks.3.attn.scale_mul_1H11, blocks.3.attn.q_bias, blocks.3.attn.v_bias, blocks.3.attn.proj.bias, blocks.3.ffn.fc1.bias, blocks.3.ffn.fc2.bias, blocks.3.ada_lin.1.bias, '\n"
                    " 'blocks.4.attn.scale_mul_1H11, blocks.4.attn.q_bias, blocks.4.attn.v_bias, blocks.4.attn.proj.bias, blocks.4.ffn.fc1.bias, blocks.4.ffn.fc2.bias, blocks.4.ada_lin.1.bias, '\n"
                    " 'blocks.5.attn.scale_mul_1H11, blocks.5.attn.q_bias, blocks.5.attn.v_bias, blocks.5.attn.proj.bias, blocks.5.ffn.fc1.bias, blocks.5.ffn.fc2.bias, blocks.5.ada_lin.1.bias, '\n"
                    " 'blocks.6.attn.scale_mul_1H11, blocks.6.attn.q_bias, blocks.6.attn.v_bias, blocks.6.attn.proj.bias, blocks.6.ffn.fc1.bias, blocks.6.ffn.fc2.bias, blocks.6.ada_lin.1.bias, '\n"
                    " 'blocks.7.attn.scale_mul_1H11, blocks.7.attn.q_bias, blocks.7.attn.v_bias, blocks.7.attn.proj.bias, blocks.7.ffn.fc1.bias, blocks.7.ffn.fc2.bias, blocks.7.ada_lin.1.bias, '\n"
                    " 'blocks.8.attn.scale_mul_1H11, blocks.8.attn.q_bias, blocks.8.attn.v_bias, blocks.8.attn.proj.bias, blocks.8.ffn.fc1.bias, blocks.8.ffn.fc2.bias, blocks.8.ada_lin.1.bias, '\n"
                    " 'blocks.9.attn.scale_mul_1H11, blocks.9.attn.q_bias, blocks.9.attn.v_bias, blocks.9.attn.proj.bias, blocks.9.ffn.fc1.bias, blocks.9.ffn.fc2.bias, blocks.9.ada_lin.1.bias, '\n"
                    " 'blocks.10.attn.scale_mul_1H11, blocks.10.attn.q_bias, blocks.10.attn.v_bias, blocks.10.attn.proj.bias, blocks.10.ffn.fc1.bias, blocks.10.ffn.fc2.bias, blocks.10.ada_lin.1.bias, '\n"
                    " 'blocks.11.attn.scale_mul_1H11, blocks.11.attn.q_bias, blocks.11.attn.v_bias, blocks.11.attn.proj.bias, blocks.11.ffn.fc1.bias, blocks.11.ffn.fc2.bias, blocks.11.ada_lin.1.bias, '\n"
                    " 'blocks.12.attn.scale_mul_1H11, blocks.12.attn.q_bias, blocks.12.attn.v_bias, blocks.12.attn.proj.bias, blocks.12.ffn.fc1.bias, blocks.12.ffn.fc2.bias, blocks.12.ada_lin.1.bias, '\n"
                    " 'blocks.13.attn.scale_mul_1H11, blocks.13.attn.q_bias, blocks.13.attn.v_bias, blocks.13.attn.proj.bias, blocks.13.ffn.fc1.bias, blocks.13.ffn.fc2.bias, blocks.13.ada_lin.1.bias, '\n"
                    " 'blocks.14.attn.scale_mul_1H11, blocks.14.attn.q_bias, blocks.14.attn.v_bias, blocks.14.attn.proj.bias, blocks.14.ffn.fc1.bias, blocks.14.ffn.fc2.bias, blocks.14.ada_lin.1.bias, '\n"
                    " 'blocks.15.attn.scale_mul_1H11, blocks.15.attn.q_bias, blocks.15.attn.v_bias, blocks.15.attn.proj.bias, blocks.15.ffn.fc1.bias, blocks.15.ffn.fc2.bias, blocks.15.ada_lin.1.bias, '\n"
                    " 'blocks.16.attn.scale_mul_1H11, blocks.16.attn.q_bias, blocks.16.attn.v_bias, blocks.16.attn.proj.bias, blocks.16.ffn.fc1.bias, blocks.16.ffn.fc2.bias, blocks.16.ada_lin.1.bias, '\n"
                    " 'head_nm.ada_lin.1.bias, head.bias')",
          'wd_sc': 0.0}}

[11-16 02:59:53] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank8] type(model).__name__='VAR' count=213, numel=375217249
[11-16 02:59:47] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 02:59:53] (/home/user/VAR/train.py , line 125)=> [INIT] VAR model = VAR(
  drop_path_rate=0.0708333
  (word_embed): Linear(in_features=24, out_features=1088, bias=False)
  (class_emb): Embedding(1001, 1088)
  (lvl_embed): Embedding(10, 1088)
  (shared_ada_lin): Identity()
  (blocks): ModuleList(
    (0): AdaLNSelfAttn(
      shared_aln=False
      (drop_path): Identity()
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
    (1-16): 16 x AdaLNSelfAttn(
      shared_aln=False
      (drop_path): DropPath((drop_prob=...))
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
  )
  (head_nm): AdaLNBeforeHead(
    (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
    (ada_lin): Sequential(
      (0): SiLU()
      (1): Linear(in_features=1088, out_features=2176, bias=True)
    )
  )
  (head): Linear(in_features=1088, out_features=8192, bias=True)
)


[11-16 02:59:53] (/home/user/VAR/train.py , line 127)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 02:59:53] (/home/user/VAR/train.py , line 128)=> [INIT][#para] VAR=375.22


[11-16 02:59:53] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('word_embed.weight, class_emb.weight, blocks.0.attn.mat_qkv.weight, blocks.0.attn.proj.weight, blocks.0.ffn.fc1.weight, blocks.0.ffn.fc2.weight, blocks.0.ada_lin.1.weight, '\n"
                   " 'blocks.1.attn.mat_qkv.weight, blocks.1.attn.proj.weight, blocks.1.ffn.fc1.weight, blocks.1.ffn.fc2.weight, blocks.1.ada_lin.1.weight, blocks.2.attn.mat_qkv.weight, blocks.2.attn.proj.weight, '\n"
                   " 'blocks.2.ffn.fc1.weight, blocks.2.ffn.fc2.weight, blocks.2.ada_lin.1.weight, blocks.3.attn.mat_qkv.weight, blocks.3.attn.proj.weight, blocks.3.ffn.fc1.weight, blocks.3.ffn.fc2.weight, '\n"
                   " 'blocks.3.ada_lin.1.weight, blocks.4.attn.mat_qkv.weight, blocks.4.attn.proj.weight, blocks.4.ffn.fc1.weight, blocks.4.ffn.fc2.weight, blocks.4.ada_lin.1.weight, blocks.5.attn.mat_qkv.weight, '\n"
                   " 'blocks.5.attn.proj.weight, blocks.5.ffn.fc1.weight, blocks.5.ffn.fc2.weight, blocks.5.ada_lin.1.weight, blocks.6.attn.mat_qkv.weight, blocks.6.attn.proj.weight, blocks.6.ffn.fc1.weight, '\n"
                   " 'blocks.6.ffn.fc2.weight, blocks.6.ada_lin.1.weight, blocks.7.attn.mat_qkv.weight, blocks.7.attn.proj.weight, blocks.7.ffn.fc1.weight, blocks.7.ffn.fc2.weight, blocks.7.ada_lin.1.weight, '\n"
                   " 'blocks.8.attn.mat_qkv.weight, blocks.8.attn.proj.weight, blocks.8.ffn.fc1.weight, blocks.8.ffn.fc2.weight, blocks.8.ada_lin.1.weight, blocks.9.attn.mat_qkv.weight, blocks.9.attn.proj.weight, '\n"
                   " 'blocks.9.ffn.fc1.weight, blocks.9.ffn.fc2.weight, blocks.9.ada_lin.1.weight, blocks.10.attn.mat_qkv.weight, blocks.10.attn.proj.weight, blocks.10.ffn.fc1.weight, blocks.10.ffn.fc2.weight, '\n"
                   " 'blocks.10.ada_lin.1.weight, blocks.11.attn.mat_qkv.weight, blocks.11.attn.proj.weight, blocks.11.ffn.fc1.weight, blocks.11.ffn.fc2.weight, blocks.11.ada_lin.1.weight, '\n"
                   " 'blocks.12.attn.mat_qkv.weight, blocks.12.attn.proj.weight, blocks.12.ffn.fc1.weight, blocks.12.ffn.fc2.weight, blocks.12.ada_lin.1.weight, blocks.13.attn.mat_qkv.weight, '\n"
                   " 'blocks.13.attn.proj.weight, blocks.13.ffn.fc1.weight, blocks.13.ffn.fc2.weight, blocks.13.ada_lin.1.weight, blocks.14.attn.mat_qkv.weight, blocks.14.attn.proj.weight, blocks.14.ffn.fc1.weight, '\n"
                   " 'blocks.14.ffn.fc2.weight, blocks.14.ada_lin.1.weight, blocks.15.attn.mat_qkv.weight, blocks.15.attn.proj.weight, blocks.15.ffn.fc1.weight, blocks.15.ffn.fc2.weight, blocks.15.ada_lin.1.weight, '\n"
                   " 'blocks.16.attn.mat_qkv.weight, blocks.16.attn.proj.weight, blocks.16.ffn.fc1.weight, blocks.16.ffn.fc2.weight, blocks.16.ada_lin.1.weight, head_nm.ada_lin.1.weight, head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('pos_start, pos_1LC, lvl_embed.weight, blocks.0.attn.scale_mul_1H11, blocks.0.attn.q_bias, blocks.0.attn.v_bias, blocks.0.attn.proj.bias, blocks.0.ffn.fc1.bias, blocks.0.ffn.fc2.bias, '\n"
                    " 'blocks.0.ada_lin.1.bias, blocks.1.attn.scale_mul_1H11, blocks.1.attn.q_bias, blocks.1.attn.v_bias, blocks.1.attn.proj.bias, blocks.1.ffn.fc1.bias, blocks.1.ffn.fc2.bias, blocks.1.ada_lin.1.bias, '\n"
                    " 'blocks.2.attn.scale_mul_1H11, blocks.2.attn.q_bias, blocks.2.attn.v_bias, blocks.2.attn.proj.bias, blocks.2.ffn.fc1.bias, blocks.2.ffn.fc2.bias, blocks.2.ada_lin.1.bias, '\n"
                    " 'blocks.3.attn.scale_mul_1H11, blocks.3.attn.q_bias, blocks.3.attn.v_bias, blocks.3.attn.proj.bias, blocks.3.ffn.fc1.bias, blocks.3.ffn.fc2.bias, blocks.3.ada_lin.1.bias, '\n"
                    " 'blocks.4.attn.scale_mul_1H11, blocks.4.attn.q_bias, blocks.4.attn.v_bias, blocks.4.attn.proj.bias, blocks.4.ffn.fc1.bias, blocks.4.ffn.fc2.bias, blocks.4.ada_lin.1.bias, '\n"
                    " 'blocks.5.attn.scale_mul_1H11, blocks.5.attn.q_bias, blocks.5.attn.v_bias, blocks.5.attn.proj.bias, blocks.5.ffn.fc1.bias, blocks.5.ffn.fc2.bias, blocks.5.ada_lin.1.bias, '\n"
                    " 'blocks.6.attn.scale_mul_1H11, blocks.6.attn.q_bias, blocks.6.attn.v_bias, blocks.6.attn.proj.bias, blocks.6.ffn.fc1.bias, blocks.6.ffn.fc2.bias, blocks.6.ada_lin.1.bias, '\n"
                    " 'blocks.7.attn.scale_mul_1H11, blocks.7.attn.q_bias, blocks.7.attn.v_bias, blocks.7.attn.proj.bias, blocks.7.ffn.fc1.bias, blocks.7.ffn.fc2.bias, blocks.7.ada_lin.1.bias, '\n"
                    " 'blocks.8.attn.scale_mul_1H11, blocks.8.attn.q_bias, blocks.8.attn.v_bias, blocks.8.attn.proj.bias, blocks.8.ffn.fc1.bias, blocks.8.ffn.fc2.bias, blocks.8.ada_lin.1.bias, '\n"
                    " 'blocks.9.attn.scale_mul_1H11, blocks.9.attn.q_bias, blocks.9.attn.v_bias, blocks.9.attn.proj.bias, blocks.9.ffn.fc1.bias, blocks.9.ffn.fc2.bias, blocks.9.ada_lin.1.bias, '\n"
                    " 'blocks.10.attn.scale_mul_1H11, blocks.10.attn.q_bias, blocks.10.attn.v_bias, blocks.10.attn.proj.bias, blocks.10.ffn.fc1.bias, blocks.10.ffn.fc2.bias, blocks.10.ada_lin.1.bias, '\n"
                    " 'blocks.11.attn.scale_mul_1H11, blocks.11.attn.q_bias, blocks.11.attn.v_bias, blocks.11.attn.proj.bias, blocks.11.ffn.fc1.bias, blocks.11.ffn.fc2.bias, blocks.11.ada_lin.1.bias, '\n"
                    " 'blocks.12.attn.scale_mul_1H11, blocks.12.attn.q_bias, blocks.12.attn.v_bias, blocks.12.attn.proj.bias, blocks.12.ffn.fc1.bias, blocks.12.ffn.fc2.bias, blocks.12.ada_lin.1.bias, '\n"
                    " 'blocks.13.attn.scale_mul_1H11, blocks.13.attn.q_bias, blocks.13.attn.v_bias, blocks.13.attn.proj.bias, blocks.13.ffn.fc1.bias, blocks.13.ffn.fc2.bias, blocks.13.ada_lin.1.bias, '\n"
                    " 'blocks.14.attn.scale_mul_1H11, blocks.14.attn.q_bias, blocks.14.attn.v_bias, blocks.14.attn.proj.bias, blocks.14.ffn.fc1.bias, blocks.14.ffn.fc2.bias, blocks.14.ada_lin.1.bias, '\n"
                    " 'blocks.15.attn.scale_mul_1H11, blocks.15.attn.q_bias, blocks.15.attn.v_bias, blocks.15.attn.proj.bias, blocks.15.ffn.fc1.bias, blocks.15.ffn.fc2.bias, blocks.15.ada_lin.1.bias, '\n"
                    " 'blocks.16.attn.scale_mul_1H11, blocks.16.attn.q_bias, blocks.16.attn.v_bias, blocks.16.attn.proj.bias, blocks.16.ffn.fc1.bias, blocks.16.ffn.fc2.bias, blocks.16.ada_lin.1.bias, '\n"
                    " 'head_nm.ada_lin.1.bias, head.bias')",
          'wd_sc': 0.0}}

[11-16 02:59:53] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank16] type(model).__name__='VAR' count=213, numel=375217249
[11-16 02:59:47] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 02:59:53] (/home/user/VAR/train.py , line 125)=> [INIT] VAR model = VAR(
  drop_path_rate=0.0708333
  (word_embed): Linear(in_features=24, out_features=1088, bias=False)
  (class_emb): Embedding(1001, 1088)
  (lvl_embed): Embedding(10, 1088)
  (shared_ada_lin): Identity()
  (blocks): ModuleList(
    (0): AdaLNSelfAttn(
      shared_aln=False
      (drop_path): Identity()
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
    (1-16): 16 x AdaLNSelfAttn(
      shared_aln=False
      (drop_path): DropPath((drop_prob=...))
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
  )
  (head_nm): AdaLNBeforeHead(
    (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
    (ada_lin): Sequential(
      (0): SiLU()
      (1): Linear(in_features=1088, out_features=2176, bias=True)
    )
  )
  (head): Linear(in_features=1088, out_features=8192, bias=True)
)


[11-16 02:59:53] (/home/user/VAR/train.py , line 127)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 02:59:53] (/home/user/VAR/train.py , line 128)=> [INIT][#para] VAR=375.22


[11-16 02:59:53] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('word_embed.weight, class_emb.weight, blocks.0.attn.mat_qkv.weight, blocks.0.attn.proj.weight, blocks.0.ffn.fc1.weight, blocks.0.ffn.fc2.weight, blocks.0.ada_lin.1.weight, '\n"
                   " 'blocks.1.attn.mat_qkv.weight, blocks.1.attn.proj.weight, blocks.1.ffn.fc1.weight, blocks.1.ffn.fc2.weight, blocks.1.ada_lin.1.weight, blocks.2.attn.mat_qkv.weight, blocks.2.attn.proj.weight, '\n"
                   " 'blocks.2.ffn.fc1.weight, blocks.2.ffn.fc2.weight, blocks.2.ada_lin.1.weight, blocks.3.attn.mat_qkv.weight, blocks.3.attn.proj.weight, blocks.3.ffn.fc1.weight, blocks.3.ffn.fc2.weight, '\n"
                   " 'blocks.3.ada_lin.1.weight, blocks.4.attn.mat_qkv.weight, blocks.4.attn.proj.weight, blocks.4.ffn.fc1.weight, blocks.4.ffn.fc2.weight, blocks.4.ada_lin.1.weight, blocks.5.attn.mat_qkv.weight, '\n"
                   " 'blocks.5.attn.proj.weight, blocks.5.ffn.fc1.weight, blocks.5.ffn.fc2.weight, blocks.5.ada_lin.1.weight, blocks.6.attn.mat_qkv.weight, blocks.6.attn.proj.weight, blocks.6.ffn.fc1.weight, '\n"
                   " 'blocks.6.ffn.fc2.weight, blocks.6.ada_lin.1.weight, blocks.7.attn.mat_qkv.weight, blocks.7.attn.proj.weight, blocks.7.ffn.fc1.weight, blocks.7.ffn.fc2.weight, blocks.7.ada_lin.1.weight, '\n"
                   " 'blocks.8.attn.mat_qkv.weight, blocks.8.attn.proj.weight, blocks.8.ffn.fc1.weight, blocks.8.ffn.fc2.weight, blocks.8.ada_lin.1.weight, blocks.9.attn.mat_qkv.weight, blocks.9.attn.proj.weight, '\n"
                   " 'blocks.9.ffn.fc1.weight, blocks.9.ffn.fc2.weight, blocks.9.ada_lin.1.weight, blocks.10.attn.mat_qkv.weight, blocks.10.attn.proj.weight, blocks.10.ffn.fc1.weight, blocks.10.ffn.fc2.weight, '\n"
                   " 'blocks.10.ada_lin.1.weight, blocks.11.attn.mat_qkv.weight, blocks.11.attn.proj.weight, blocks.11.ffn.fc1.weight, blocks.11.ffn.fc2.weight, blocks.11.ada_lin.1.weight, '\n"
                   " 'blocks.12.attn.mat_qkv.weight, blocks.12.attn.proj.weight, blocks.12.ffn.fc1.weight, blocks.12.ffn.fc2.weight, blocks.12.ada_lin.1.weight, blocks.13.attn.mat_qkv.weight, '\n"
                   " 'blocks.13.attn.proj.weight, blocks.13.ffn.fc1.weight, blocks.13.ffn.fc2.weight, blocks.13.ada_lin.1.weight, blocks.14.attn.mat_qkv.weight, blocks.14.attn.proj.weight, blocks.14.ffn.fc1.weight, '\n"
                   " 'blocks.14.ffn.fc2.weight, blocks.14.ada_lin.1.weight, blocks.15.attn.mat_qkv.weight, blocks.15.attn.proj.weight, blocks.15.ffn.fc1.weight, blocks.15.ffn.fc2.weight, blocks.15.ada_lin.1.weight, '\n"
                   " 'blocks.16.attn.mat_qkv.weight, blocks.16.attn.proj.weight, blocks.16.ffn.fc1.weight, blocks.16.ffn.fc2.weight, blocks.16.ada_lin.1.weight, head_nm.ada_lin.1.weight, head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('pos_start, pos_1LC, lvl_embed.weight, blocks.0.attn.scale_mul_1H11, blocks.0.attn.q_bias, blocks.0.attn.v_bias, blocks.0.attn.proj.bias, blocks.0.ffn.fc1.bias, blocks.0.ffn.fc2.bias, '\n"
                    " 'blocks.0.ada_lin.1.bias, blocks.1.attn.scale_mul_1H11, blocks.1.attn.q_bias, blocks.1.attn.v_bias, blocks.1.attn.proj.bias, blocks.1.ffn.fc1.bias, blocks.1.ffn.fc2.bias, blocks.1.ada_lin.1.bias, '\n"
                    " 'blocks.2.attn.scale_mul_1H11, blocks.2.attn.q_bias, blocks.2.attn.v_bias, blocks.2.attn.proj.bias, blocks.2.ffn.fc1.bias, blocks.2.ffn.fc2.bias, blocks.2.ada_lin.1.bias, '\n"
                    " 'blocks.3.attn.scale_mul_1H11, blocks.3.attn.q_bias, blocks.3.attn.v_bias, blocks.3.attn.proj.bias, blocks.3.ffn.fc1.bias, blocks.3.ffn.fc2.bias, blocks.3.ada_lin.1.bias, '\n"
                    " 'blocks.4.attn.scale_mul_1H11, blocks.4.attn.q_bias, blocks.4.attn.v_bias, blocks.4.attn.proj.bias, blocks.4.ffn.fc1.bias, blocks.4.ffn.fc2.bias, blocks.4.ada_lin.1.bias, '\n"
                    " 'blocks.5.attn.scale_mul_1H11, blocks.5.attn.q_bias, blocks.5.attn.v_bias, blocks.5.attn.proj.bias, blocks.5.ffn.fc1.bias, blocks.5.ffn.fc2.bias, blocks.5.ada_lin.1.bias, '\n"
                    " 'blocks.6.attn.scale_mul_1H11, blocks.6.attn.q_bias, blocks.6.attn.v_bias, blocks.6.attn.proj.bias, blocks.6.ffn.fc1.bias, blocks.6.ffn.fc2.bias, blocks.6.ada_lin.1.bias, '\n"
                    " 'blocks.7.attn.scale_mul_1H11, blocks.7.attn.q_bias, blocks.7.attn.v_bias, blocks.7.attn.proj.bias, blocks.7.ffn.fc1.bias, blocks.7.ffn.fc2.bias, blocks.7.ada_lin.1.bias, '\n"
                    " 'blocks.8.attn.scale_mul_1H11, blocks.8.attn.q_bias, blocks.8.attn.v_bias, blocks.8.attn.proj.bias, blocks.8.ffn.fc1.bias, blocks.8.ffn.fc2.bias, blocks.8.ada_lin.1.bias, '\n"
                    " 'blocks.9.attn.scale_mul_1H11, blocks.9.attn.q_bias, blocks.9.attn.v_bias, blocks.9.attn.proj.bias, blocks.9.ffn.fc1.bias, blocks.9.ffn.fc2.bias, blocks.9.ada_lin.1.bias, '\n"
                    " 'blocks.10.attn.scale_mul_1H11, blocks.10.attn.q_bias, blocks.10.attn.v_bias, blocks.10.attn.proj.bias, blocks.10.ffn.fc1.bias, blocks.10.ffn.fc2.bias, blocks.10.ada_lin.1.bias, '\n"
                    " 'blocks.11.attn.scale_mul_1H11, blocks.11.attn.q_bias, blocks.11.attn.v_bias, blocks.11.attn.proj.bias, blocks.11.ffn.fc1.bias, blocks.11.ffn.fc2.bias, blocks.11.ada_lin.1.bias, '\n"
                    " 'blocks.12.attn.scale_mul_1H11, blocks.12.attn.q_bias, blocks.12.attn.v_bias, blocks.12.attn.proj.bias, blocks.12.ffn.fc1.bias, blocks.12.ffn.fc2.bias, blocks.12.ada_lin.1.bias, '\n"
                    " 'blocks.13.attn.scale_mul_1H11, blocks.13.attn.q_bias, blocks.13.attn.v_bias, blocks.13.attn.proj.bias, blocks.13.ffn.fc1.bias, blocks.13.ffn.fc2.bias, blocks.13.ada_lin.1.bias, '\n"
                    " 'blocks.14.attn.scale_mul_1H11, blocks.14.attn.q_bias, blocks.14.attn.v_bias, blocks.14.attn.proj.bias, blocks.14.ffn.fc1.bias, blocks.14.ffn.fc2.bias, blocks.14.ada_lin.1.bias, '\n"
                    " 'blocks.15.attn.scale_mul_1H11, blocks.15.attn.q_bias, blocks.15.attn.v_bias, blocks.15.attn.proj.bias, blocks.15.ffn.fc1.bias, blocks.15.ffn.fc2.bias, blocks.15.ada_lin.1.bias, '\n"
                    " 'blocks.16.attn.scale_mul_1H11, blocks.16.attn.q_bias, blocks.16.attn.v_bias, blocks.16.attn.proj.bias, blocks.16.ffn.fc1.bias, blocks.16.ffn.fc2.bias, blocks.16.ada_lin.1.bias, '\n"
                    " 'head_nm.ada_lin.1.bias, head.bias')",
          'wd_sc': 0.0}}

[11-16 02:59:53] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank24] type(model).__name__='VAR' count=213, numel=375217249
[11-16 02:59:54] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 02:59:54] (/home/user/VAR/train.py , line 143)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 0.00015000000000000001, 'weight_decay': 0}

[11-16 02:59:54] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 02:59:54] (/home/user/VAR/train.py , line 143)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 0.00015000000000000001, 'weight_decay': 0}

[11-16 02:59:54] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 02:59:54] (/home/user/VAR/train.py , line 143)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 0.00015000000000000001, 'weight_decay': 0}

[11-16 02:59:54] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 02:59:54] (/home/user/VAR/train.py , line 143)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 0.00015000000000000001, 'weight_decay': 0}








=======================================================   RESTART [11-16 03:06:30]   =======================================================
[11-16 03:06:30] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 03:06:30] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 03:06:30] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 03:06:32] (/home/user/VAR/train.py , line  39)=> global bs=768, local bs=96
[11-16 03:06:32] (/home/user/VAR/train.py , line  40)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 0
  tfast               : 0
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 96
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_msg          : add
  branch              : main
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
}

[11-16 03:06:32] (/home/user/VAR/train.py , line  44)=> [build PT data] ...

[11-16 03:06:35] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 03:06:35] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 03:06:35] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:06:35] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 03:06:35] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:06:35] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f0c44523370>
[11-16 03:06:35] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:06:35] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 03:06:35] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:06:35] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 03:06:35] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:06:35] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f0c44523370>
[11-16 03:06:35] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:06:35] (/home/user/VAR/train.py , line  67)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 03:06:35] (/home/user/VAR/train.py , line  67)=> [auto_resume quit]
[11-16 03:06:35] (/home/user/VAR/train.py , line  68)=> [dataloader multi processing] ...     [dataloader multi processing](*) finished! (49.34s)
[11-16 03:07:24] (/home/user/VAR/train.py , line  74)=> [dataloader] gbs=768, lbs=96, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 03:07:28] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:07:28] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:07:28] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 03:07:29] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 03:07:34] (/home/user/VAR/train.py , line 127)=> [INIT] VAR model = VAR(
  drop_path_rate=0.0708333
  (word_embed): Linear(in_features=24, out_features=1088, bias=False)
  (class_emb): Embedding(1001, 1088)
  (lvl_embed): Embedding(10, 1088)
  (shared_ada_lin): Identity()
  (blocks): ModuleList(
    (0): AdaLNSelfAttn(
      shared_aln=False
      (drop_path): Identity()
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
    (1-16): 16 x AdaLNSelfAttn(
      shared_aln=False
      (drop_path): DropPath((drop_prob=...))
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
  )
  (head_nm): AdaLNBeforeHead(
    (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
    (ada_lin): Sequential(
      (0): SiLU()
      (1): Linear(in_features=1088, out_features=2176, bias=True)
    )
  )
  (head): Linear(in_features=1088, out_features=8192, bias=True)
)


[11-16 03:07:34] (/home/user/VAR/train.py , line 129)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 03:07:34] (/home/user/VAR/train.py , line 130)=> [INIT][#para] VAR=375.22


[11-16 03:07:34] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('word_embed.weight, class_emb.weight, blocks.0.attn.mat_qkv.weight, blocks.0.attn.proj.weight, blocks.0.ffn.fc1.weight, blocks.0.ffn.fc2.weight, blocks.0.ada_lin.1.weight, '\n"
                   " 'blocks.1.attn.mat_qkv.weight, blocks.1.attn.proj.weight, blocks.1.ffn.fc1.weight, blocks.1.ffn.fc2.weight, blocks.1.ada_lin.1.weight, blocks.2.attn.mat_qkv.weight, blocks.2.attn.proj.weight, '\n"
                   " 'blocks.2.ffn.fc1.weight, blocks.2.ffn.fc2.weight, blocks.2.ada_lin.1.weight, blocks.3.attn.mat_qkv.weight, blocks.3.attn.proj.weight, blocks.3.ffn.fc1.weight, blocks.3.ffn.fc2.weight, '\n"
                   " 'blocks.3.ada_lin.1.weight, blocks.4.attn.mat_qkv.weight, blocks.4.attn.proj.weight, blocks.4.ffn.fc1.weight, blocks.4.ffn.fc2.weight, blocks.4.ada_lin.1.weight, blocks.5.attn.mat_qkv.weight, '\n"
                   " 'blocks.5.attn.proj.weight, blocks.5.ffn.fc1.weight, blocks.5.ffn.fc2.weight, blocks.5.ada_lin.1.weight, blocks.6.attn.mat_qkv.weight, blocks.6.attn.proj.weight, blocks.6.ffn.fc1.weight, '\n"
                   " 'blocks.6.ffn.fc2.weight, blocks.6.ada_lin.1.weight, blocks.7.attn.mat_qkv.weight, blocks.7.attn.proj.weight, blocks.7.ffn.fc1.weight, blocks.7.ffn.fc2.weight, blocks.7.ada_lin.1.weight, '\n"
                   " 'blocks.8.attn.mat_qkv.weight, blocks.8.attn.proj.weight, blocks.8.ffn.fc1.weight, blocks.8.ffn.fc2.weight, blocks.8.ada_lin.1.weight, blocks.9.attn.mat_qkv.weight, blocks.9.attn.proj.weight, '\n"
                   " 'blocks.9.ffn.fc1.weight, blocks.9.ffn.fc2.weight, blocks.9.ada_lin.1.weight, blocks.10.attn.mat_qkv.weight, blocks.10.attn.proj.weight, blocks.10.ffn.fc1.weight, blocks.10.ffn.fc2.weight, '\n"
                   " 'blocks.10.ada_lin.1.weight, blocks.11.attn.mat_qkv.weight, blocks.11.attn.proj.weight, blocks.11.ffn.fc1.weight, blocks.11.ffn.fc2.weight, blocks.11.ada_lin.1.weight, '\n"
                   " 'blocks.12.attn.mat_qkv.weight, blocks.12.attn.proj.weight, blocks.12.ffn.fc1.weight, blocks.12.ffn.fc2.weight, blocks.12.ada_lin.1.weight, blocks.13.attn.mat_qkv.weight, '\n"
                   " 'blocks.13.attn.proj.weight, blocks.13.ffn.fc1.weight, blocks.13.ffn.fc2.weight, blocks.13.ada_lin.1.weight, blocks.14.attn.mat_qkv.weight, blocks.14.attn.proj.weight, blocks.14.ffn.fc1.weight, '\n"
                   " 'blocks.14.ffn.fc2.weight, blocks.14.ada_lin.1.weight, blocks.15.attn.mat_qkv.weight, blocks.15.attn.proj.weight, blocks.15.ffn.fc1.weight, blocks.15.ffn.fc2.weight, blocks.15.ada_lin.1.weight, '\n"
                   " 'blocks.16.attn.mat_qkv.weight, blocks.16.attn.proj.weight, blocks.16.ffn.fc1.weight, blocks.16.ffn.fc2.weight, blocks.16.ada_lin.1.weight, head_nm.ada_lin.1.weight, head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('pos_start, pos_1LC, lvl_embed.weight, blocks.0.attn.scale_mul_1H11, blocks.0.attn.q_bias, blocks.0.attn.v_bias, blocks.0.attn.proj.bias, blocks.0.ffn.fc1.bias, blocks.0.ffn.fc2.bias, '\n"
                    " 'blocks.0.ada_lin.1.bias, blocks.1.attn.scale_mul_1H11, blocks.1.attn.q_bias, blocks.1.attn.v_bias, blocks.1.attn.proj.bias, blocks.1.ffn.fc1.bias, blocks.1.ffn.fc2.bias, blocks.1.ada_lin.1.bias, '\n"
                    " 'blocks.2.attn.scale_mul_1H11, blocks.2.attn.q_bias, blocks.2.attn.v_bias, blocks.2.attn.proj.bias, blocks.2.ffn.fc1.bias, blocks.2.ffn.fc2.bias, blocks.2.ada_lin.1.bias, '\n"
                    " 'blocks.3.attn.scale_mul_1H11, blocks.3.attn.q_bias, blocks.3.attn.v_bias, blocks.3.attn.proj.bias, blocks.3.ffn.fc1.bias, blocks.3.ffn.fc2.bias, blocks.3.ada_lin.1.bias, '\n"
                    " 'blocks.4.attn.scale_mul_1H11, blocks.4.attn.q_bias, blocks.4.attn.v_bias, blocks.4.attn.proj.bias, blocks.4.ffn.fc1.bias, blocks.4.ffn.fc2.bias, blocks.4.ada_lin.1.bias, '\n"
                    " 'blocks.5.attn.scale_mul_1H11, blocks.5.attn.q_bias, blocks.5.attn.v_bias, blocks.5.attn.proj.bias, blocks.5.ffn.fc1.bias, blocks.5.ffn.fc2.bias, blocks.5.ada_lin.1.bias, '\n"
                    " 'blocks.6.attn.scale_mul_1H11, blocks.6.attn.q_bias, blocks.6.attn.v_bias, blocks.6.attn.proj.bias, blocks.6.ffn.fc1.bias, blocks.6.ffn.fc2.bias, blocks.6.ada_lin.1.bias, '\n"
                    " 'blocks.7.attn.scale_mul_1H11, blocks.7.attn.q_bias, blocks.7.attn.v_bias, blocks.7.attn.proj.bias, blocks.7.ffn.fc1.bias, blocks.7.ffn.fc2.bias, blocks.7.ada_lin.1.bias, '\n"
                    " 'blocks.8.attn.scale_mul_1H11, blocks.8.attn.q_bias, blocks.8.attn.v_bias, blocks.8.attn.proj.bias, blocks.8.ffn.fc1.bias, blocks.8.ffn.fc2.bias, blocks.8.ada_lin.1.bias, '\n"
                    " 'blocks.9.attn.scale_mul_1H11, blocks.9.attn.q_bias, blocks.9.attn.v_bias, blocks.9.attn.proj.bias, blocks.9.ffn.fc1.bias, blocks.9.ffn.fc2.bias, blocks.9.ada_lin.1.bias, '\n"
                    " 'blocks.10.attn.scale_mul_1H11, blocks.10.attn.q_bias, blocks.10.attn.v_bias, blocks.10.attn.proj.bias, blocks.10.ffn.fc1.bias, blocks.10.ffn.fc2.bias, blocks.10.ada_lin.1.bias, '\n"
                    " 'blocks.11.attn.scale_mul_1H11, blocks.11.attn.q_bias, blocks.11.attn.v_bias, blocks.11.attn.proj.bias, blocks.11.ffn.fc1.bias, blocks.11.ffn.fc2.bias, blocks.11.ada_lin.1.bias, '\n"
                    " 'blocks.12.attn.scale_mul_1H11, blocks.12.attn.q_bias, blocks.12.attn.v_bias, blocks.12.attn.proj.bias, blocks.12.ffn.fc1.bias, blocks.12.ffn.fc2.bias, blocks.12.ada_lin.1.bias, '\n"
                    " 'blocks.13.attn.scale_mul_1H11, blocks.13.attn.q_bias, blocks.13.attn.v_bias, blocks.13.attn.proj.bias, blocks.13.ffn.fc1.bias, blocks.13.ffn.fc2.bias, blocks.13.ada_lin.1.bias, '\n"
                    " 'blocks.14.attn.scale_mul_1H11, blocks.14.attn.q_bias, blocks.14.attn.v_bias, blocks.14.attn.proj.bias, blocks.14.ffn.fc1.bias, blocks.14.ffn.fc2.bias, blocks.14.ada_lin.1.bias, '\n"
                    " 'blocks.15.attn.scale_mul_1H11, blocks.15.attn.q_bias, blocks.15.attn.v_bias, blocks.15.attn.proj.bias, blocks.15.ffn.fc1.bias, blocks.15.ffn.fc2.bias, blocks.15.ada_lin.1.bias, '\n"
                    " 'blocks.16.attn.scale_mul_1H11, blocks.16.attn.q_bias, blocks.16.attn.v_bias, blocks.16.attn.proj.bias, blocks.16.ffn.fc1.bias, blocks.16.ffn.fc2.bias, blocks.16.ada_lin.1.bias, '\n"
                    " 'head_nm.ada_lin.1.bias, head.bias')",
          'wd_sc': 0.0}}

[11-16 03:07:34] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank0] type(model).__name__='VAR' count=213, numel=375217249
[11-16 03:07:34] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 03:07:34] (/home/user/VAR/train.py , line 145)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 0.00015000000000000001, 'weight_decay': 0}








=======================================================   RESTART [11-16 03:12:14]   =======================================================
[11-16 03:12:15] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 03:12:15] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 03:12:15] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 03:12:16] (/home/user/VAR/train.py , line  39)=> global bs=768, local bs=96
[11-16 03:12:16] (/home/user/VAR/train.py , line  40)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 0
  tfast               : 0
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 96
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  branch              : main
  commit_msg          : add
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
}

[11-16 03:12:16] (/home/user/VAR/train.py , line  44)=> [build PT data] ...

[11-16 03:12:19] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 03:12:19] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 03:12:19] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:12:19] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 03:12:19] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:12:19] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f83b8f1b370>
[11-16 03:12:19] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:12:19] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 03:12:19] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:12:19] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 03:12:19] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:12:19] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f83b8f1b370>
[11-16 03:12:19] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:12:19] (/home/user/VAR/train.py , line  67)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 03:12:19] (/home/user/VAR/train.py , line  67)=> [auto_resume quit]
[11-16 03:12:19] (/home/user/VAR/train.py , line  68)=> [dataloader multi processing] ...     [dataloader multi processing](*) finished! (54.54s)
[11-16 03:13:14] (/home/user/VAR/train.py , line  74)=> [dataloader] gbs=768, lbs=96, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 03:13:17] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:13:17] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:13:18] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 03:13:18] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 03:13:24] (/home/user/VAR/train.py , line 127)=> [INIT] VAR model = VAR(
  drop_path_rate=0.0708333
  (word_embed): Linear(in_features=24, out_features=1088, bias=False)
  (class_emb): Embedding(1001, 1088)
  (lvl_embed): Embedding(10, 1088)
  (shared_ada_lin): Identity()
  (blocks): ModuleList(
    (0): AdaLNSelfAttn(
      shared_aln=False
      (drop_path): Identity()
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
    (1-16): 16 x AdaLNSelfAttn(
      shared_aln=False
      (drop_path): DropPath((drop_prob=...))
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
  )
  (head_nm): AdaLNBeforeHead(
    (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
    (ada_lin): Sequential(
      (0): SiLU()
      (1): Linear(in_features=1088, out_features=2176, bias=True)
    )
  )
  (head): Linear(in_features=1088, out_features=8192, bias=True)
)


[11-16 03:13:24] (/home/user/VAR/train.py , line 129)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 03:13:24] (/home/user/VAR/train.py , line 130)=> [INIT][#para] VAR=375.22


[11-16 03:13:24] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('word_embed.weight, class_emb.weight, blocks.0.attn.mat_qkv.weight, blocks.0.attn.proj.weight, blocks.0.ffn.fc1.weight, blocks.0.ffn.fc2.weight, blocks.0.ada_lin.1.weight, '\n"
                   " 'blocks.1.attn.mat_qkv.weight, blocks.1.attn.proj.weight, blocks.1.ffn.fc1.weight, blocks.1.ffn.fc2.weight, blocks.1.ada_lin.1.weight, blocks.2.attn.mat_qkv.weight, blocks.2.attn.proj.weight, '\n"
                   " 'blocks.2.ffn.fc1.weight, blocks.2.ffn.fc2.weight, blocks.2.ada_lin.1.weight, blocks.3.attn.mat_qkv.weight, blocks.3.attn.proj.weight, blocks.3.ffn.fc1.weight, blocks.3.ffn.fc2.weight, '\n"
                   " 'blocks.3.ada_lin.1.weight, blocks.4.attn.mat_qkv.weight, blocks.4.attn.proj.weight, blocks.4.ffn.fc1.weight, blocks.4.ffn.fc2.weight, blocks.4.ada_lin.1.weight, blocks.5.attn.mat_qkv.weight, '\n"
                   " 'blocks.5.attn.proj.weight, blocks.5.ffn.fc1.weight, blocks.5.ffn.fc2.weight, blocks.5.ada_lin.1.weight, blocks.6.attn.mat_qkv.weight, blocks.6.attn.proj.weight, blocks.6.ffn.fc1.weight, '\n"
                   " 'blocks.6.ffn.fc2.weight, blocks.6.ada_lin.1.weight, blocks.7.attn.mat_qkv.weight, blocks.7.attn.proj.weight, blocks.7.ffn.fc1.weight, blocks.7.ffn.fc2.weight, blocks.7.ada_lin.1.weight, '\n"
                   " 'blocks.8.attn.mat_qkv.weight, blocks.8.attn.proj.weight, blocks.8.ffn.fc1.weight, blocks.8.ffn.fc2.weight, blocks.8.ada_lin.1.weight, blocks.9.attn.mat_qkv.weight, blocks.9.attn.proj.weight, '\n"
                   " 'blocks.9.ffn.fc1.weight, blocks.9.ffn.fc2.weight, blocks.9.ada_lin.1.weight, blocks.10.attn.mat_qkv.weight, blocks.10.attn.proj.weight, blocks.10.ffn.fc1.weight, blocks.10.ffn.fc2.weight, '\n"
                   " 'blocks.10.ada_lin.1.weight, blocks.11.attn.mat_qkv.weight, blocks.11.attn.proj.weight, blocks.11.ffn.fc1.weight, blocks.11.ffn.fc2.weight, blocks.11.ada_lin.1.weight, '\n"
                   " 'blocks.12.attn.mat_qkv.weight, blocks.12.attn.proj.weight, blocks.12.ffn.fc1.weight, blocks.12.ffn.fc2.weight, blocks.12.ada_lin.1.weight, blocks.13.attn.mat_qkv.weight, '\n"
                   " 'blocks.13.attn.proj.weight, blocks.13.ffn.fc1.weight, blocks.13.ffn.fc2.weight, blocks.13.ada_lin.1.weight, blocks.14.attn.mat_qkv.weight, blocks.14.attn.proj.weight, blocks.14.ffn.fc1.weight, '\n"
                   " 'blocks.14.ffn.fc2.weight, blocks.14.ada_lin.1.weight, blocks.15.attn.mat_qkv.weight, blocks.15.attn.proj.weight, blocks.15.ffn.fc1.weight, blocks.15.ffn.fc2.weight, blocks.15.ada_lin.1.weight, '\n"
                   " 'blocks.16.attn.mat_qkv.weight, blocks.16.attn.proj.weight, blocks.16.ffn.fc1.weight, blocks.16.ffn.fc2.weight, blocks.16.ada_lin.1.weight, head_nm.ada_lin.1.weight, head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('pos_start, pos_1LC, lvl_embed.weight, blocks.0.attn.scale_mul_1H11, blocks.0.attn.q_bias, blocks.0.attn.v_bias, blocks.0.attn.proj.bias, blocks.0.ffn.fc1.bias, blocks.0.ffn.fc2.bias, '\n"
                    " 'blocks.0.ada_lin.1.bias, blocks.1.attn.scale_mul_1H11, blocks.1.attn.q_bias, blocks.1.attn.v_bias, blocks.1.attn.proj.bias, blocks.1.ffn.fc1.bias, blocks.1.ffn.fc2.bias, blocks.1.ada_lin.1.bias, '\n"
                    " 'blocks.2.attn.scale_mul_1H11, blocks.2.attn.q_bias, blocks.2.attn.v_bias, blocks.2.attn.proj.bias, blocks.2.ffn.fc1.bias, blocks.2.ffn.fc2.bias, blocks.2.ada_lin.1.bias, '\n"
                    " 'blocks.3.attn.scale_mul_1H11, blocks.3.attn.q_bias, blocks.3.attn.v_bias, blocks.3.attn.proj.bias, blocks.3.ffn.fc1.bias, blocks.3.ffn.fc2.bias, blocks.3.ada_lin.1.bias, '\n"
                    " 'blocks.4.attn.scale_mul_1H11, blocks.4.attn.q_bias, blocks.4.attn.v_bias, blocks.4.attn.proj.bias, blocks.4.ffn.fc1.bias, blocks.4.ffn.fc2.bias, blocks.4.ada_lin.1.bias, '\n"
                    " 'blocks.5.attn.scale_mul_1H11, blocks.5.attn.q_bias, blocks.5.attn.v_bias, blocks.5.attn.proj.bias, blocks.5.ffn.fc1.bias, blocks.5.ffn.fc2.bias, blocks.5.ada_lin.1.bias, '\n"
                    " 'blocks.6.attn.scale_mul_1H11, blocks.6.attn.q_bias, blocks.6.attn.v_bias, blocks.6.attn.proj.bias, blocks.6.ffn.fc1.bias, blocks.6.ffn.fc2.bias, blocks.6.ada_lin.1.bias, '\n"
                    " 'blocks.7.attn.scale_mul_1H11, blocks.7.attn.q_bias, blocks.7.attn.v_bias, blocks.7.attn.proj.bias, blocks.7.ffn.fc1.bias, blocks.7.ffn.fc2.bias, blocks.7.ada_lin.1.bias, '\n"
                    " 'blocks.8.attn.scale_mul_1H11, blocks.8.attn.q_bias, blocks.8.attn.v_bias, blocks.8.attn.proj.bias, blocks.8.ffn.fc1.bias, blocks.8.ffn.fc2.bias, blocks.8.ada_lin.1.bias, '\n"
                    " 'blocks.9.attn.scale_mul_1H11, blocks.9.attn.q_bias, blocks.9.attn.v_bias, blocks.9.attn.proj.bias, blocks.9.ffn.fc1.bias, blocks.9.ffn.fc2.bias, blocks.9.ada_lin.1.bias, '\n"
                    " 'blocks.10.attn.scale_mul_1H11, blocks.10.attn.q_bias, blocks.10.attn.v_bias, blocks.10.attn.proj.bias, blocks.10.ffn.fc1.bias, blocks.10.ffn.fc2.bias, blocks.10.ada_lin.1.bias, '\n"
                    " 'blocks.11.attn.scale_mul_1H11, blocks.11.attn.q_bias, blocks.11.attn.v_bias, blocks.11.attn.proj.bias, blocks.11.ffn.fc1.bias, blocks.11.ffn.fc2.bias, blocks.11.ada_lin.1.bias, '\n"
                    " 'blocks.12.attn.scale_mul_1H11, blocks.12.attn.q_bias, blocks.12.attn.v_bias, blocks.12.attn.proj.bias, blocks.12.ffn.fc1.bias, blocks.12.ffn.fc2.bias, blocks.12.ada_lin.1.bias, '\n"
                    " 'blocks.13.attn.scale_mul_1H11, blocks.13.attn.q_bias, blocks.13.attn.v_bias, blocks.13.attn.proj.bias, blocks.13.ffn.fc1.bias, blocks.13.ffn.fc2.bias, blocks.13.ada_lin.1.bias, '\n"
                    " 'blocks.14.attn.scale_mul_1H11, blocks.14.attn.q_bias, blocks.14.attn.v_bias, blocks.14.attn.proj.bias, blocks.14.ffn.fc1.bias, blocks.14.ffn.fc2.bias, blocks.14.ada_lin.1.bias, '\n"
                    " 'blocks.15.attn.scale_mul_1H11, blocks.15.attn.q_bias, blocks.15.attn.v_bias, blocks.15.attn.proj.bias, blocks.15.ffn.fc1.bias, blocks.15.ffn.fc2.bias, blocks.15.ada_lin.1.bias, '\n"
                    " 'blocks.16.attn.scale_mul_1H11, blocks.16.attn.q_bias, blocks.16.attn.v_bias, blocks.16.attn.proj.bias, blocks.16.ffn.fc1.bias, blocks.16.ffn.fc2.bias, blocks.16.ada_lin.1.bias, '\n"
                    " 'head_nm.ada_lin.1.bias, head.bias')",
          'wd_sc': 0.0}}

[11-16 03:13:24] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank0] type(model).__name__='VAR' count=213, numel=375217249
[11-16 03:13:24] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 03:13:24] (/home/user/VAR/train.py , line 145)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 0.00015000000000000001, 'weight_decay': 0}








=======================================================   RESTART [11-16 03:14:45]   =======================================================
[11-16 03:14:45] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 03:14:45] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 03:14:45] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 03:14:47] (/home/user/VAR/train.py , line  39)=> global bs=32, local bs=16
[11-16 03:14:47] (/home/user/VAR/train.py , line  40)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 0
  tfast               : 0
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 6.25e-06
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 32
  batch_size          : 16
  glb_batch_size      : 32
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_2_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 2, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 22, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=32 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 2 2 3 3 4 5 6 8 11 --pn 1_2_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_2_2_3_3_4_5_6_8_11__b32ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 2, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
  branch              : main
  commit_msg          : add
}

[11-16 03:14:47] (/home/user/VAR/train.py , line  44)=> [build PT data] ...

[11-16 03:14:50] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 03:14:50] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 03:14:50] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:14:50] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 03:14:50] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:14:50] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fbacd233370>
[11-16 03:14:50] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:14:50] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 03:14:50] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:14:50] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 03:14:50] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:14:50] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fbacd233370>
[11-16 03:14:50] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:14:50] (/home/user/VAR/train.py , line  67)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 03:14:50] (/home/user/VAR/train.py , line  67)=> [auto_resume quit]
[11-16 03:14:50] (/home/user/VAR/train.py , line  68)=> [dataloader multi processing] ...     [dataloader multi processing](*) finished! (44.42s)
[11-16 03:15:34] (/home/user/VAR/train.py , line  74)=> [dataloader] gbs=32, lbs=16, iters_train=40037, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 03:15:37] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:15:37] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:15:37] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 03:15:38] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 03:15:41] (/home/user/VAR/train.py , line 127)=> [INIT] VAR model = VAR(
  drop_path_rate=0.0708333
  (word_embed): Linear(in_features=24, out_features=1088, bias=False)
  (class_emb): Embedding(1001, 1088)
  (lvl_embed): Embedding(10, 1088)
  (shared_ada_lin): Identity()
  (blocks): ModuleList(
    (0): AdaLNSelfAttn(
      shared_aln=False
      (drop_path): Identity()
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
    (1-16): 16 x AdaLNSelfAttn(
      shared_aln=False
      (drop_path): DropPath((drop_prob=...))
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
  )
  (head_nm): AdaLNBeforeHead(
    (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
    (ada_lin): Sequential(
      (0): SiLU()
      (1): Linear(in_features=1088, out_features=2176, bias=True)
    )
  )
  (head): Linear(in_features=1088, out_features=8192, bias=True)
)


[11-16 03:15:41] (/home/user/VAR/train.py , line 129)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 03:15:41] (/home/user/VAR/train.py , line 130)=> [INIT][#para] VAR=375.22


[11-16 03:15:41] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('word_embed.weight, class_emb.weight, blocks.0.attn.mat_qkv.weight, blocks.0.attn.proj.weight, blocks.0.ffn.fc1.weight, blocks.0.ffn.fc2.weight, blocks.0.ada_lin.1.weight, '\n"
                   " 'blocks.1.attn.mat_qkv.weight, blocks.1.attn.proj.weight, blocks.1.ffn.fc1.weight, blocks.1.ffn.fc2.weight, blocks.1.ada_lin.1.weight, blocks.2.attn.mat_qkv.weight, blocks.2.attn.proj.weight, '\n"
                   " 'blocks.2.ffn.fc1.weight, blocks.2.ffn.fc2.weight, blocks.2.ada_lin.1.weight, blocks.3.attn.mat_qkv.weight, blocks.3.attn.proj.weight, blocks.3.ffn.fc1.weight, blocks.3.ffn.fc2.weight, '\n"
                   " 'blocks.3.ada_lin.1.weight, blocks.4.attn.mat_qkv.weight, blocks.4.attn.proj.weight, blocks.4.ffn.fc1.weight, blocks.4.ffn.fc2.weight, blocks.4.ada_lin.1.weight, blocks.5.attn.mat_qkv.weight, '\n"
                   " 'blocks.5.attn.proj.weight, blocks.5.ffn.fc1.weight, blocks.5.ffn.fc2.weight, blocks.5.ada_lin.1.weight, blocks.6.attn.mat_qkv.weight, blocks.6.attn.proj.weight, blocks.6.ffn.fc1.weight, '\n"
                   " 'blocks.6.ffn.fc2.weight, blocks.6.ada_lin.1.weight, blocks.7.attn.mat_qkv.weight, blocks.7.attn.proj.weight, blocks.7.ffn.fc1.weight, blocks.7.ffn.fc2.weight, blocks.7.ada_lin.1.weight, '\n"
                   " 'blocks.8.attn.mat_qkv.weight, blocks.8.attn.proj.weight, blocks.8.ffn.fc1.weight, blocks.8.ffn.fc2.weight, blocks.8.ada_lin.1.weight, blocks.9.attn.mat_qkv.weight, blocks.9.attn.proj.weight, '\n"
                   " 'blocks.9.ffn.fc1.weight, blocks.9.ffn.fc2.weight, blocks.9.ada_lin.1.weight, blocks.10.attn.mat_qkv.weight, blocks.10.attn.proj.weight, blocks.10.ffn.fc1.weight, blocks.10.ffn.fc2.weight, '\n"
                   " 'blocks.10.ada_lin.1.weight, blocks.11.attn.mat_qkv.weight, blocks.11.attn.proj.weight, blocks.11.ffn.fc1.weight, blocks.11.ffn.fc2.weight, blocks.11.ada_lin.1.weight, '\n"
                   " 'blocks.12.attn.mat_qkv.weight, blocks.12.attn.proj.weight, blocks.12.ffn.fc1.weight, blocks.12.ffn.fc2.weight, blocks.12.ada_lin.1.weight, blocks.13.attn.mat_qkv.weight, '\n"
                   " 'blocks.13.attn.proj.weight, blocks.13.ffn.fc1.weight, blocks.13.ffn.fc2.weight, blocks.13.ada_lin.1.weight, blocks.14.attn.mat_qkv.weight, blocks.14.attn.proj.weight, blocks.14.ffn.fc1.weight, '\n"
                   " 'blocks.14.ffn.fc2.weight, blocks.14.ada_lin.1.weight, blocks.15.attn.mat_qkv.weight, blocks.15.attn.proj.weight, blocks.15.ffn.fc1.weight, blocks.15.ffn.fc2.weight, blocks.15.ada_lin.1.weight, '\n"
                   " 'blocks.16.attn.mat_qkv.weight, blocks.16.attn.proj.weight, blocks.16.ffn.fc1.weight, blocks.16.ffn.fc2.weight, blocks.16.ada_lin.1.weight, head_nm.ada_lin.1.weight, head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('pos_start, pos_1LC, lvl_embed.weight, blocks.0.attn.scale_mul_1H11, blocks.0.attn.q_bias, blocks.0.attn.v_bias, blocks.0.attn.proj.bias, blocks.0.ffn.fc1.bias, blocks.0.ffn.fc2.bias, '\n"
                    " 'blocks.0.ada_lin.1.bias, blocks.1.attn.scale_mul_1H11, blocks.1.attn.q_bias, blocks.1.attn.v_bias, blocks.1.attn.proj.bias, blocks.1.ffn.fc1.bias, blocks.1.ffn.fc2.bias, blocks.1.ada_lin.1.bias, '\n"
                    " 'blocks.2.attn.scale_mul_1H11, blocks.2.attn.q_bias, blocks.2.attn.v_bias, blocks.2.attn.proj.bias, blocks.2.ffn.fc1.bias, blocks.2.ffn.fc2.bias, blocks.2.ada_lin.1.bias, '\n"
                    " 'blocks.3.attn.scale_mul_1H11, blocks.3.attn.q_bias, blocks.3.attn.v_bias, blocks.3.attn.proj.bias, blocks.3.ffn.fc1.bias, blocks.3.ffn.fc2.bias, blocks.3.ada_lin.1.bias, '\n"
                    " 'blocks.4.attn.scale_mul_1H11, blocks.4.attn.q_bias, blocks.4.attn.v_bias, blocks.4.attn.proj.bias, blocks.4.ffn.fc1.bias, blocks.4.ffn.fc2.bias, blocks.4.ada_lin.1.bias, '\n"
                    " 'blocks.5.attn.scale_mul_1H11, blocks.5.attn.q_bias, blocks.5.attn.v_bias, blocks.5.attn.proj.bias, blocks.5.ffn.fc1.bias, blocks.5.ffn.fc2.bias, blocks.5.ada_lin.1.bias, '\n"
                    " 'blocks.6.attn.scale_mul_1H11, blocks.6.attn.q_bias, blocks.6.attn.v_bias, blocks.6.attn.proj.bias, blocks.6.ffn.fc1.bias, blocks.6.ffn.fc2.bias, blocks.6.ada_lin.1.bias, '\n"
                    " 'blocks.7.attn.scale_mul_1H11, blocks.7.attn.q_bias, blocks.7.attn.v_bias, blocks.7.attn.proj.bias, blocks.7.ffn.fc1.bias, blocks.7.ffn.fc2.bias, blocks.7.ada_lin.1.bias, '\n"
                    " 'blocks.8.attn.scale_mul_1H11, blocks.8.attn.q_bias, blocks.8.attn.v_bias, blocks.8.attn.proj.bias, blocks.8.ffn.fc1.bias, blocks.8.ffn.fc2.bias, blocks.8.ada_lin.1.bias, '\n"
                    " 'blocks.9.attn.scale_mul_1H11, blocks.9.attn.q_bias, blocks.9.attn.v_bias, blocks.9.attn.proj.bias, blocks.9.ffn.fc1.bias, blocks.9.ffn.fc2.bias, blocks.9.ada_lin.1.bias, '\n"
                    " 'blocks.10.attn.scale_mul_1H11, blocks.10.attn.q_bias, blocks.10.attn.v_bias, blocks.10.attn.proj.bias, blocks.10.ffn.fc1.bias, blocks.10.ffn.fc2.bias, blocks.10.ada_lin.1.bias, '\n"
                    " 'blocks.11.attn.scale_mul_1H11, blocks.11.attn.q_bias, blocks.11.attn.v_bias, blocks.11.attn.proj.bias, blocks.11.ffn.fc1.bias, blocks.11.ffn.fc2.bias, blocks.11.ada_lin.1.bias, '\n"
                    " 'blocks.12.attn.scale_mul_1H11, blocks.12.attn.q_bias, blocks.12.attn.v_bias, blocks.12.attn.proj.bias, blocks.12.ffn.fc1.bias, blocks.12.ffn.fc2.bias, blocks.12.ada_lin.1.bias, '\n"
                    " 'blocks.13.attn.scale_mul_1H11, blocks.13.attn.q_bias, blocks.13.attn.v_bias, blocks.13.attn.proj.bias, blocks.13.ffn.fc1.bias, blocks.13.ffn.fc2.bias, blocks.13.ada_lin.1.bias, '\n"
                    " 'blocks.14.attn.scale_mul_1H11, blocks.14.attn.q_bias, blocks.14.attn.v_bias, blocks.14.attn.proj.bias, blocks.14.ffn.fc1.bias, blocks.14.ffn.fc2.bias, blocks.14.ada_lin.1.bias, '\n"
                    " 'blocks.15.attn.scale_mul_1H11, blocks.15.attn.q_bias, blocks.15.attn.v_bias, blocks.15.attn.proj.bias, blocks.15.ffn.fc1.bias, blocks.15.ffn.fc2.bias, blocks.15.ada_lin.1.bias, '\n"
                    " 'blocks.16.attn.scale_mul_1H11, blocks.16.attn.q_bias, blocks.16.attn.v_bias, blocks.16.attn.proj.bias, blocks.16.ffn.fc1.bias, blocks.16.ffn.fc2.bias, blocks.16.ada_lin.1.bias, '\n"
                    " 'head_nm.ada_lin.1.bias, head.bias')",
          'wd_sc': 0.0}}

[11-16 03:15:41] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank0] type(model).__name__='VAR' count=213, numel=375217249
[11-16 03:15:41] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 03:15:41] (/home/user/VAR/train.py , line 145)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 6.25e-06, 'weight_decay': 0}








=======================================================   RESTART [11-16 03:19:58]   =======================================================
[11-16 03:19:58] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 03:19:58] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 03:19:58] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 03:20:00] (/home/user/VAR/train.py , line  39)=> global bs=32, local bs=16
[11-16 03:20:00] (/home/user/VAR/train.py , line  40)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 0
  tfast               : 0
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 6.25e-06
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 32
  batch_size          : 16
  glb_batch_size      : 32
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_1_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 1, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 11, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=32 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 1 2 3 3 4 5 6 8 11 --pn 1_1_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_1_2_3_3_4_5_6_8_11__b32ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 1, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
  commit_msg          : add
  branch              : main
}

[11-16 03:20:00] (/home/user/VAR/train.py , line  44)=> [build PT data] ...

[11-16 03:20:03] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 03:20:03] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 03:20:03] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:20:03] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 03:20:03] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:20:03] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7ff7fcd37370>
[11-16 03:20:03] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:20:03] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 03:20:03] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:20:03] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 03:20:03] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:20:03] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7ff7fcd37370>
[11-16 03:20:03] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:20:03] (/home/user/VAR/train.py , line  67)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 03:20:03] (/home/user/VAR/train.py , line  67)=> [auto_resume quit]
[11-16 03:20:03] (/home/user/VAR/train.py , line  68)=> [dataloader multi processing] ...     [dataloader multi processing](*) finished! (45.51s)
[11-16 03:20:48] (/home/user/VAR/train.py , line  74)=> [dataloader] gbs=32, lbs=16, iters_train=40037, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 03:20:51] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:20:51] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:20:51] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 03:20:52] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 03:20:55] (/home/user/VAR/train.py , line 127)=> [INIT] VAR model = VAR(
  drop_path_rate=0.0708333
  (word_embed): Linear(in_features=24, out_features=1088, bias=False)
  (class_emb): Embedding(1001, 1088)
  (lvl_embed): Embedding(10, 1088)
  (shared_ada_lin): Identity()
  (blocks): ModuleList(
    (0): AdaLNSelfAttn(
      shared_aln=False
      (drop_path): Identity()
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
    (1-16): 16 x AdaLNSelfAttn(
      shared_aln=False
      (drop_path): DropPath((drop_prob=...))
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
  )
  (head_nm): AdaLNBeforeHead(
    (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
    (ada_lin): Sequential(
      (0): SiLU()
      (1): Linear(in_features=1088, out_features=2176, bias=True)
    )
  )
  (head): Linear(in_features=1088, out_features=8192, bias=True)
)


[11-16 03:20:55] (/home/user/VAR/train.py , line 129)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 03:20:55] (/home/user/VAR/train.py , line 130)=> [INIT][#para] VAR=375.21


[11-16 03:20:55] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('word_embed.weight, class_emb.weight, blocks.0.attn.mat_qkv.weight, blocks.0.attn.proj.weight, blocks.0.ffn.fc1.weight, blocks.0.ffn.fc2.weight, blocks.0.ada_lin.1.weight, '\n"
                   " 'blocks.1.attn.mat_qkv.weight, blocks.1.attn.proj.weight, blocks.1.ffn.fc1.weight, blocks.1.ffn.fc2.weight, blocks.1.ada_lin.1.weight, blocks.2.attn.mat_qkv.weight, blocks.2.attn.proj.weight, '\n"
                   " 'blocks.2.ffn.fc1.weight, blocks.2.ffn.fc2.weight, blocks.2.ada_lin.1.weight, blocks.3.attn.mat_qkv.weight, blocks.3.attn.proj.weight, blocks.3.ffn.fc1.weight, blocks.3.ffn.fc2.weight, '\n"
                   " 'blocks.3.ada_lin.1.weight, blocks.4.attn.mat_qkv.weight, blocks.4.attn.proj.weight, blocks.4.ffn.fc1.weight, blocks.4.ffn.fc2.weight, blocks.4.ada_lin.1.weight, blocks.5.attn.mat_qkv.weight, '\n"
                   " 'blocks.5.attn.proj.weight, blocks.5.ffn.fc1.weight, blocks.5.ffn.fc2.weight, blocks.5.ada_lin.1.weight, blocks.6.attn.mat_qkv.weight, blocks.6.attn.proj.weight, blocks.6.ffn.fc1.weight, '\n"
                   " 'blocks.6.ffn.fc2.weight, blocks.6.ada_lin.1.weight, blocks.7.attn.mat_qkv.weight, blocks.7.attn.proj.weight, blocks.7.ffn.fc1.weight, blocks.7.ffn.fc2.weight, blocks.7.ada_lin.1.weight, '\n"
                   " 'blocks.8.attn.mat_qkv.weight, blocks.8.attn.proj.weight, blocks.8.ffn.fc1.weight, blocks.8.ffn.fc2.weight, blocks.8.ada_lin.1.weight, blocks.9.attn.mat_qkv.weight, blocks.9.attn.proj.weight, '\n"
                   " 'blocks.9.ffn.fc1.weight, blocks.9.ffn.fc2.weight, blocks.9.ada_lin.1.weight, blocks.10.attn.mat_qkv.weight, blocks.10.attn.proj.weight, blocks.10.ffn.fc1.weight, blocks.10.ffn.fc2.weight, '\n"
                   " 'blocks.10.ada_lin.1.weight, blocks.11.attn.mat_qkv.weight, blocks.11.attn.proj.weight, blocks.11.ffn.fc1.weight, blocks.11.ffn.fc2.weight, blocks.11.ada_lin.1.weight, '\n"
                   " 'blocks.12.attn.mat_qkv.weight, blocks.12.attn.proj.weight, blocks.12.ffn.fc1.weight, blocks.12.ffn.fc2.weight, blocks.12.ada_lin.1.weight, blocks.13.attn.mat_qkv.weight, '\n"
                   " 'blocks.13.attn.proj.weight, blocks.13.ffn.fc1.weight, blocks.13.ffn.fc2.weight, blocks.13.ada_lin.1.weight, blocks.14.attn.mat_qkv.weight, blocks.14.attn.proj.weight, blocks.14.ffn.fc1.weight, '\n"
                   " 'blocks.14.ffn.fc2.weight, blocks.14.ada_lin.1.weight, blocks.15.attn.mat_qkv.weight, blocks.15.attn.proj.weight, blocks.15.ffn.fc1.weight, blocks.15.ffn.fc2.weight, blocks.15.ada_lin.1.weight, '\n"
                   " 'blocks.16.attn.mat_qkv.weight, blocks.16.attn.proj.weight, blocks.16.ffn.fc1.weight, blocks.16.ffn.fc2.weight, blocks.16.ada_lin.1.weight, head_nm.ada_lin.1.weight, head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('pos_start, pos_1LC, lvl_embed.weight, blocks.0.attn.scale_mul_1H11, blocks.0.attn.q_bias, blocks.0.attn.v_bias, blocks.0.attn.proj.bias, blocks.0.ffn.fc1.bias, blocks.0.ffn.fc2.bias, '\n"
                    " 'blocks.0.ada_lin.1.bias, blocks.1.attn.scale_mul_1H11, blocks.1.attn.q_bias, blocks.1.attn.v_bias, blocks.1.attn.proj.bias, blocks.1.ffn.fc1.bias, blocks.1.ffn.fc2.bias, blocks.1.ada_lin.1.bias, '\n"
                    " 'blocks.2.attn.scale_mul_1H11, blocks.2.attn.q_bias, blocks.2.attn.v_bias, blocks.2.attn.proj.bias, blocks.2.ffn.fc1.bias, blocks.2.ffn.fc2.bias, blocks.2.ada_lin.1.bias, '\n"
                    " 'blocks.3.attn.scale_mul_1H11, blocks.3.attn.q_bias, blocks.3.attn.v_bias, blocks.3.attn.proj.bias, blocks.3.ffn.fc1.bias, blocks.3.ffn.fc2.bias, blocks.3.ada_lin.1.bias, '\n"
                    " 'blocks.4.attn.scale_mul_1H11, blocks.4.attn.q_bias, blocks.4.attn.v_bias, blocks.4.attn.proj.bias, blocks.4.ffn.fc1.bias, blocks.4.ffn.fc2.bias, blocks.4.ada_lin.1.bias, '\n"
                    " 'blocks.5.attn.scale_mul_1H11, blocks.5.attn.q_bias, blocks.5.attn.v_bias, blocks.5.attn.proj.bias, blocks.5.ffn.fc1.bias, blocks.5.ffn.fc2.bias, blocks.5.ada_lin.1.bias, '\n"
                    " 'blocks.6.attn.scale_mul_1H11, blocks.6.attn.q_bias, blocks.6.attn.v_bias, blocks.6.attn.proj.bias, blocks.6.ffn.fc1.bias, blocks.6.ffn.fc2.bias, blocks.6.ada_lin.1.bias, '\n"
                    " 'blocks.7.attn.scale_mul_1H11, blocks.7.attn.q_bias, blocks.7.attn.v_bias, blocks.7.attn.proj.bias, blocks.7.ffn.fc1.bias, blocks.7.ffn.fc2.bias, blocks.7.ada_lin.1.bias, '\n"
                    " 'blocks.8.attn.scale_mul_1H11, blocks.8.attn.q_bias, blocks.8.attn.v_bias, blocks.8.attn.proj.bias, blocks.8.ffn.fc1.bias, blocks.8.ffn.fc2.bias, blocks.8.ada_lin.1.bias, '\n"
                    " 'blocks.9.attn.scale_mul_1H11, blocks.9.attn.q_bias, blocks.9.attn.v_bias, blocks.9.attn.proj.bias, blocks.9.ffn.fc1.bias, blocks.9.ffn.fc2.bias, blocks.9.ada_lin.1.bias, '\n"
                    " 'blocks.10.attn.scale_mul_1H11, blocks.10.attn.q_bias, blocks.10.attn.v_bias, blocks.10.attn.proj.bias, blocks.10.ffn.fc1.bias, blocks.10.ffn.fc2.bias, blocks.10.ada_lin.1.bias, '\n"
                    " 'blocks.11.attn.scale_mul_1H11, blocks.11.attn.q_bias, blocks.11.attn.v_bias, blocks.11.attn.proj.bias, blocks.11.ffn.fc1.bias, blocks.11.ffn.fc2.bias, blocks.11.ada_lin.1.bias, '\n"
                    " 'blocks.12.attn.scale_mul_1H11, blocks.12.attn.q_bias, blocks.12.attn.v_bias, blocks.12.attn.proj.bias, blocks.12.ffn.fc1.bias, blocks.12.ffn.fc2.bias, blocks.12.ada_lin.1.bias, '\n"
                    " 'blocks.13.attn.scale_mul_1H11, blocks.13.attn.q_bias, blocks.13.attn.v_bias, blocks.13.attn.proj.bias, blocks.13.ffn.fc1.bias, blocks.13.ffn.fc2.bias, blocks.13.ada_lin.1.bias, '\n"
                    " 'blocks.14.attn.scale_mul_1H11, blocks.14.attn.q_bias, blocks.14.attn.v_bias, blocks.14.attn.proj.bias, blocks.14.ffn.fc1.bias, blocks.14.ffn.fc2.bias, blocks.14.ada_lin.1.bias, '\n"
                    " 'blocks.15.attn.scale_mul_1H11, blocks.15.attn.q_bias, blocks.15.attn.v_bias, blocks.15.attn.proj.bias, blocks.15.ffn.fc1.bias, blocks.15.ffn.fc2.bias, blocks.15.ada_lin.1.bias, '\n"
                    " 'blocks.16.attn.scale_mul_1H11, blocks.16.attn.q_bias, blocks.16.attn.v_bias, blocks.16.attn.proj.bias, blocks.16.ffn.fc1.bias, blocks.16.ffn.fc2.bias, blocks.16.ada_lin.1.bias, '\n"
                    " 'head_nm.ada_lin.1.bias, head.bias')",
          'wd_sc': 0.0}}

[11-16 03:20:55] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank0] type(model).__name__='VAR' count=213, numel=375213985
[11-16 03:20:55] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 03:20:55] (/home/user/VAR/train.py , line 145)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 6.25e-06, 'weight_decay': 0}








=======================================================   RESTART [11-16 03:32:01]   =======================================================
[11-16 03:32:01] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 03:32:01] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 03:32:01] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 03:32:02] (/home/user/VAR/train.py , line  39)=> global bs=32, local bs=16
[11-16 03:32:02] (/home/user/VAR/train.py , line  40)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 0
  tfast               : 0
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 6.25e-06
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 32
  batch_size          : 16
  glb_batch_size      : 32
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_1_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 1, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 11, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=32 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 1 2 3 3 4 5 6 8 11 --pn 1_1_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_1_2_3_3_4_5_6_8_11__b32ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 1, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  branch              : main
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
  commit_msg          : add
}

[11-16 03:32:02] (/home/user/VAR/train.py , line  44)=> [build PT data] ...

[11-16 03:32:05] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 03:32:05] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 03:32:05] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:32:05] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 03:32:05] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:32:05] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f96e737f370>
[11-16 03:32:05] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:32:05] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 03:32:05] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:32:05] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 03:32:05] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:32:05] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f96e737f370>
[11-16 03:32:05] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:32:05] (/home/user/VAR/train.py , line  67)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 03:32:05] (/home/user/VAR/train.py , line  67)=> [auto_resume quit]
[11-16 03:32:05] (/home/user/VAR/train.py , line  68)=> [dataloader multi processing] ...     [dataloader multi processing](*) finished! (45.03s)
[11-16 03:32:50] (/home/user/VAR/train.py , line  74)=> [dataloader] gbs=32, lbs=16, iters_train=40037, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 03:32:53] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:32:53] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:32:53] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 03:32:54] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 03:33:08] (/home/user/VAR/train.py , line 127)=> [INIT] VAR model = VAR(
  drop_path_rate=0.0708333
  (word_embed): Linear(in_features=24, out_features=1088, bias=False)
  (class_emb): Embedding(1001, 1088)
  (lvl_embed): Embedding(10, 1088)
  (shared_ada_lin): Identity()
  (blocks): ModuleList(
    (0): AdaLNSelfAttn(
      shared_aln=False
      (drop_path): Identity()
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
    (1-16): 16 x AdaLNSelfAttn(
      shared_aln=False
      (drop_path): DropPath((drop_prob=...))
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
  )
  (head_nm): AdaLNBeforeHead(
    (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
    (ada_lin): Sequential(
      (0): SiLU()
      (1): Linear(in_features=1088, out_features=2176, bias=True)
    )
  )
  (head): Linear(in_features=1088, out_features=8192, bias=True)
)


[11-16 03:33:08] (/home/user/VAR/train.py , line 129)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 03:33:08] (/home/user/VAR/train.py , line 130)=> [INIT][#para] VAR=375.21


[11-16 03:33:08] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('word_embed.weight, class_emb.weight, blocks.0.attn.mat_qkv.weight, blocks.0.attn.proj.weight, blocks.0.ffn.fc1.weight, blocks.0.ffn.fc2.weight, blocks.0.ada_lin.1.weight, '\n"
                   " 'blocks.1.attn.mat_qkv.weight, blocks.1.attn.proj.weight, blocks.1.ffn.fc1.weight, blocks.1.ffn.fc2.weight, blocks.1.ada_lin.1.weight, blocks.2.attn.mat_qkv.weight, blocks.2.attn.proj.weight, '\n"
                   " 'blocks.2.ffn.fc1.weight, blocks.2.ffn.fc2.weight, blocks.2.ada_lin.1.weight, blocks.3.attn.mat_qkv.weight, blocks.3.attn.proj.weight, blocks.3.ffn.fc1.weight, blocks.3.ffn.fc2.weight, '\n"
                   " 'blocks.3.ada_lin.1.weight, blocks.4.attn.mat_qkv.weight, blocks.4.attn.proj.weight, blocks.4.ffn.fc1.weight, blocks.4.ffn.fc2.weight, blocks.4.ada_lin.1.weight, blocks.5.attn.mat_qkv.weight, '\n"
                   " 'blocks.5.attn.proj.weight, blocks.5.ffn.fc1.weight, blocks.5.ffn.fc2.weight, blocks.5.ada_lin.1.weight, blocks.6.attn.mat_qkv.weight, blocks.6.attn.proj.weight, blocks.6.ffn.fc1.weight, '\n"
                   " 'blocks.6.ffn.fc2.weight, blocks.6.ada_lin.1.weight, blocks.7.attn.mat_qkv.weight, blocks.7.attn.proj.weight, blocks.7.ffn.fc1.weight, blocks.7.ffn.fc2.weight, blocks.7.ada_lin.1.weight, '\n"
                   " 'blocks.8.attn.mat_qkv.weight, blocks.8.attn.proj.weight, blocks.8.ffn.fc1.weight, blocks.8.ffn.fc2.weight, blocks.8.ada_lin.1.weight, blocks.9.attn.mat_qkv.weight, blocks.9.attn.proj.weight, '\n"
                   " 'blocks.9.ffn.fc1.weight, blocks.9.ffn.fc2.weight, blocks.9.ada_lin.1.weight, blocks.10.attn.mat_qkv.weight, blocks.10.attn.proj.weight, blocks.10.ffn.fc1.weight, blocks.10.ffn.fc2.weight, '\n"
                   " 'blocks.10.ada_lin.1.weight, blocks.11.attn.mat_qkv.weight, blocks.11.attn.proj.weight, blocks.11.ffn.fc1.weight, blocks.11.ffn.fc2.weight, blocks.11.ada_lin.1.weight, '\n"
                   " 'blocks.12.attn.mat_qkv.weight, blocks.12.attn.proj.weight, blocks.12.ffn.fc1.weight, blocks.12.ffn.fc2.weight, blocks.12.ada_lin.1.weight, blocks.13.attn.mat_qkv.weight, '\n"
                   " 'blocks.13.attn.proj.weight, blocks.13.ffn.fc1.weight, blocks.13.ffn.fc2.weight, blocks.13.ada_lin.1.weight, blocks.14.attn.mat_qkv.weight, blocks.14.attn.proj.weight, blocks.14.ffn.fc1.weight, '\n"
                   " 'blocks.14.ffn.fc2.weight, blocks.14.ada_lin.1.weight, blocks.15.attn.mat_qkv.weight, blocks.15.attn.proj.weight, blocks.15.ffn.fc1.weight, blocks.15.ffn.fc2.weight, blocks.15.ada_lin.1.weight, '\n"
                   " 'blocks.16.attn.mat_qkv.weight, blocks.16.attn.proj.weight, blocks.16.ffn.fc1.weight, blocks.16.ffn.fc2.weight, blocks.16.ada_lin.1.weight, head_nm.ada_lin.1.weight, head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('pos_start, pos_1LC, lvl_embed.weight, blocks.0.attn.scale_mul_1H11, blocks.0.attn.q_bias, blocks.0.attn.v_bias, blocks.0.attn.proj.bias, blocks.0.ffn.fc1.bias, blocks.0.ffn.fc2.bias, '\n"
                    " 'blocks.0.ada_lin.1.bias, blocks.1.attn.scale_mul_1H11, blocks.1.attn.q_bias, blocks.1.attn.v_bias, blocks.1.attn.proj.bias, blocks.1.ffn.fc1.bias, blocks.1.ffn.fc2.bias, blocks.1.ada_lin.1.bias, '\n"
                    " 'blocks.2.attn.scale_mul_1H11, blocks.2.attn.q_bias, blocks.2.attn.v_bias, blocks.2.attn.proj.bias, blocks.2.ffn.fc1.bias, blocks.2.ffn.fc2.bias, blocks.2.ada_lin.1.bias, '\n"
                    " 'blocks.3.attn.scale_mul_1H11, blocks.3.attn.q_bias, blocks.3.attn.v_bias, blocks.3.attn.proj.bias, blocks.3.ffn.fc1.bias, blocks.3.ffn.fc2.bias, blocks.3.ada_lin.1.bias, '\n"
                    " 'blocks.4.attn.scale_mul_1H11, blocks.4.attn.q_bias, blocks.4.attn.v_bias, blocks.4.attn.proj.bias, blocks.4.ffn.fc1.bias, blocks.4.ffn.fc2.bias, blocks.4.ada_lin.1.bias, '\n"
                    " 'blocks.5.attn.scale_mul_1H11, blocks.5.attn.q_bias, blocks.5.attn.v_bias, blocks.5.attn.proj.bias, blocks.5.ffn.fc1.bias, blocks.5.ffn.fc2.bias, blocks.5.ada_lin.1.bias, '\n"
                    " 'blocks.6.attn.scale_mul_1H11, blocks.6.attn.q_bias, blocks.6.attn.v_bias, blocks.6.attn.proj.bias, blocks.6.ffn.fc1.bias, blocks.6.ffn.fc2.bias, blocks.6.ada_lin.1.bias, '\n"
                    " 'blocks.7.attn.scale_mul_1H11, blocks.7.attn.q_bias, blocks.7.attn.v_bias, blocks.7.attn.proj.bias, blocks.7.ffn.fc1.bias, blocks.7.ffn.fc2.bias, blocks.7.ada_lin.1.bias, '\n"
                    " 'blocks.8.attn.scale_mul_1H11, blocks.8.attn.q_bias, blocks.8.attn.v_bias, blocks.8.attn.proj.bias, blocks.8.ffn.fc1.bias, blocks.8.ffn.fc2.bias, blocks.8.ada_lin.1.bias, '\n"
                    " 'blocks.9.attn.scale_mul_1H11, blocks.9.attn.q_bias, blocks.9.attn.v_bias, blocks.9.attn.proj.bias, blocks.9.ffn.fc1.bias, blocks.9.ffn.fc2.bias, blocks.9.ada_lin.1.bias, '\n"
                    " 'blocks.10.attn.scale_mul_1H11, blocks.10.attn.q_bias, blocks.10.attn.v_bias, blocks.10.attn.proj.bias, blocks.10.ffn.fc1.bias, blocks.10.ffn.fc2.bias, blocks.10.ada_lin.1.bias, '\n"
                    " 'blocks.11.attn.scale_mul_1H11, blocks.11.attn.q_bias, blocks.11.attn.v_bias, blocks.11.attn.proj.bias, blocks.11.ffn.fc1.bias, blocks.11.ffn.fc2.bias, blocks.11.ada_lin.1.bias, '\n"
                    " 'blocks.12.attn.scale_mul_1H11, blocks.12.attn.q_bias, blocks.12.attn.v_bias, blocks.12.attn.proj.bias, blocks.12.ffn.fc1.bias, blocks.12.ffn.fc2.bias, blocks.12.ada_lin.1.bias, '\n"
                    " 'blocks.13.attn.scale_mul_1H11, blocks.13.attn.q_bias, blocks.13.attn.v_bias, blocks.13.attn.proj.bias, blocks.13.ffn.fc1.bias, blocks.13.ffn.fc2.bias, blocks.13.ada_lin.1.bias, '\n"
                    " 'blocks.14.attn.scale_mul_1H11, blocks.14.attn.q_bias, blocks.14.attn.v_bias, blocks.14.attn.proj.bias, blocks.14.ffn.fc1.bias, blocks.14.ffn.fc2.bias, blocks.14.ada_lin.1.bias, '\n"
                    " 'blocks.15.attn.scale_mul_1H11, blocks.15.attn.q_bias, blocks.15.attn.v_bias, blocks.15.attn.proj.bias, blocks.15.ffn.fc1.bias, blocks.15.ffn.fc2.bias, blocks.15.ada_lin.1.bias, '\n"
                    " 'blocks.16.attn.scale_mul_1H11, blocks.16.attn.q_bias, blocks.16.attn.v_bias, blocks.16.attn.proj.bias, blocks.16.ffn.fc1.bias, blocks.16.ffn.fc2.bias, blocks.16.ada_lin.1.bias, '\n"
                    " 'head_nm.ada_lin.1.bias, head.bias')",
          'wd_sc': 0.0}}

[11-16 03:33:08] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank0] type(model).__name__='VAR' count=213, numel=375213985
[11-16 03:33:08] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 03:33:08] (/home/user/VAR/train.py , line 145)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 6.25e-06, 'weight_decay': 0}








=======================================================   RESTART [11-16 03:35:26]   =======================================================
[11-16 03:35:26] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 03:35:26] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 03:35:26] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 03:35:28] (/home/user/VAR/train.py , line  39)=> global bs=32, local bs=16
[11-16 03:35:28] (/home/user/VAR/train.py , line  40)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 0
  tfast               : 0
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 6.25e-06
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 32
  batch_size          : 16
  glb_batch_size      : 32
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_1_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 1, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 11, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=32 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 1 2 3 3 4 5 6 8 11 --pn 1_1_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_1_2_3_3_4_5_6_8_11__b32ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 1, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_msg          : add
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
  branch              : main
}

[11-16 03:35:28] (/home/user/VAR/train.py , line  44)=> [build PT data] ...

[11-16 03:35:31] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 03:35:31] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 03:35:31] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:35:31] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 03:35:31] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:35:31] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fad20d27370>
[11-16 03:35:31] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:35:31] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 03:35:31] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:35:31] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 03:35:31] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:35:31] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fad20d27370>
[11-16 03:35:31] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:35:31] (/home/user/VAR/train.py , line  67)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 03:35:31] (/home/user/VAR/train.py , line  67)=> [auto_resume quit]
[11-16 03:35:31] (/home/user/VAR/train.py , line  68)=> [dataloader multi processing] ...     [dataloader multi processing](*) finished! (45.77s)
[11-16 03:36:17] (/home/user/VAR/train.py , line  74)=> [dataloader] gbs=32, lbs=16, iters_train=40037, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 03:36:20] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:36:20] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:36:20] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 03:36:20] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 03:36:24] (/home/user/VAR/train.py , line 127)=> [INIT] VAR model = VAR(
  drop_path_rate=0.0708333
  (word_embed): Linear(in_features=24, out_features=1088, bias=False)
  (class_emb): Embedding(1001, 1088)
  (lvl_embed): Embedding(10, 1088)
  (shared_ada_lin): Identity()
  (blocks): ModuleList(
    (0): AdaLNSelfAttn(
      shared_aln=False
      (drop_path): Identity()
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
    (1-16): 16 x AdaLNSelfAttn(
      shared_aln=False
      (drop_path): DropPath((drop_prob=...))
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
  )
  (head_nm): AdaLNBeforeHead(
    (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
    (ada_lin): Sequential(
      (0): SiLU()
      (1): Linear(in_features=1088, out_features=2176, bias=True)
    )
  )
  (head): Linear(in_features=1088, out_features=8192, bias=True)
)


[11-16 03:36:24] (/home/user/VAR/train.py , line 129)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 03:36:24] (/home/user/VAR/train.py , line 130)=> [INIT][#para] VAR=375.21


[11-16 03:36:24] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('word_embed.weight, class_emb.weight, blocks.0.attn.mat_qkv.weight, blocks.0.attn.proj.weight, blocks.0.ffn.fc1.weight, blocks.0.ffn.fc2.weight, blocks.0.ada_lin.1.weight, '\n"
                   " 'blocks.1.attn.mat_qkv.weight, blocks.1.attn.proj.weight, blocks.1.ffn.fc1.weight, blocks.1.ffn.fc2.weight, blocks.1.ada_lin.1.weight, blocks.2.attn.mat_qkv.weight, blocks.2.attn.proj.weight, '\n"
                   " 'blocks.2.ffn.fc1.weight, blocks.2.ffn.fc2.weight, blocks.2.ada_lin.1.weight, blocks.3.attn.mat_qkv.weight, blocks.3.attn.proj.weight, blocks.3.ffn.fc1.weight, blocks.3.ffn.fc2.weight, '\n"
                   " 'blocks.3.ada_lin.1.weight, blocks.4.attn.mat_qkv.weight, blocks.4.attn.proj.weight, blocks.4.ffn.fc1.weight, blocks.4.ffn.fc2.weight, blocks.4.ada_lin.1.weight, blocks.5.attn.mat_qkv.weight, '\n"
                   " 'blocks.5.attn.proj.weight, blocks.5.ffn.fc1.weight, blocks.5.ffn.fc2.weight, blocks.5.ada_lin.1.weight, blocks.6.attn.mat_qkv.weight, blocks.6.attn.proj.weight, blocks.6.ffn.fc1.weight, '\n"
                   " 'blocks.6.ffn.fc2.weight, blocks.6.ada_lin.1.weight, blocks.7.attn.mat_qkv.weight, blocks.7.attn.proj.weight, blocks.7.ffn.fc1.weight, blocks.7.ffn.fc2.weight, blocks.7.ada_lin.1.weight, '\n"
                   " 'blocks.8.attn.mat_qkv.weight, blocks.8.attn.proj.weight, blocks.8.ffn.fc1.weight, blocks.8.ffn.fc2.weight, blocks.8.ada_lin.1.weight, blocks.9.attn.mat_qkv.weight, blocks.9.attn.proj.weight, '\n"
                   " 'blocks.9.ffn.fc1.weight, blocks.9.ffn.fc2.weight, blocks.9.ada_lin.1.weight, blocks.10.attn.mat_qkv.weight, blocks.10.attn.proj.weight, blocks.10.ffn.fc1.weight, blocks.10.ffn.fc2.weight, '\n"
                   " 'blocks.10.ada_lin.1.weight, blocks.11.attn.mat_qkv.weight, blocks.11.attn.proj.weight, blocks.11.ffn.fc1.weight, blocks.11.ffn.fc2.weight, blocks.11.ada_lin.1.weight, '\n"
                   " 'blocks.12.attn.mat_qkv.weight, blocks.12.attn.proj.weight, blocks.12.ffn.fc1.weight, blocks.12.ffn.fc2.weight, blocks.12.ada_lin.1.weight, blocks.13.attn.mat_qkv.weight, '\n"
                   " 'blocks.13.attn.proj.weight, blocks.13.ffn.fc1.weight, blocks.13.ffn.fc2.weight, blocks.13.ada_lin.1.weight, blocks.14.attn.mat_qkv.weight, blocks.14.attn.proj.weight, blocks.14.ffn.fc1.weight, '\n"
                   " 'blocks.14.ffn.fc2.weight, blocks.14.ada_lin.1.weight, blocks.15.attn.mat_qkv.weight, blocks.15.attn.proj.weight, blocks.15.ffn.fc1.weight, blocks.15.ffn.fc2.weight, blocks.15.ada_lin.1.weight, '\n"
                   " 'blocks.16.attn.mat_qkv.weight, blocks.16.attn.proj.weight, blocks.16.ffn.fc1.weight, blocks.16.ffn.fc2.weight, blocks.16.ada_lin.1.weight, head_nm.ada_lin.1.weight, head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('pos_start, pos_1LC, lvl_embed.weight, blocks.0.attn.scale_mul_1H11, blocks.0.attn.q_bias, blocks.0.attn.v_bias, blocks.0.attn.proj.bias, blocks.0.ffn.fc1.bias, blocks.0.ffn.fc2.bias, '\n"
                    " 'blocks.0.ada_lin.1.bias, blocks.1.attn.scale_mul_1H11, blocks.1.attn.q_bias, blocks.1.attn.v_bias, blocks.1.attn.proj.bias, blocks.1.ffn.fc1.bias, blocks.1.ffn.fc2.bias, blocks.1.ada_lin.1.bias, '\n"
                    " 'blocks.2.attn.scale_mul_1H11, blocks.2.attn.q_bias, blocks.2.attn.v_bias, blocks.2.attn.proj.bias, blocks.2.ffn.fc1.bias, blocks.2.ffn.fc2.bias, blocks.2.ada_lin.1.bias, '\n"
                    " 'blocks.3.attn.scale_mul_1H11, blocks.3.attn.q_bias, blocks.3.attn.v_bias, blocks.3.attn.proj.bias, blocks.3.ffn.fc1.bias, blocks.3.ffn.fc2.bias, blocks.3.ada_lin.1.bias, '\n"
                    " 'blocks.4.attn.scale_mul_1H11, blocks.4.attn.q_bias, blocks.4.attn.v_bias, blocks.4.attn.proj.bias, blocks.4.ffn.fc1.bias, blocks.4.ffn.fc2.bias, blocks.4.ada_lin.1.bias, '\n"
                    " 'blocks.5.attn.scale_mul_1H11, blocks.5.attn.q_bias, blocks.5.attn.v_bias, blocks.5.attn.proj.bias, blocks.5.ffn.fc1.bias, blocks.5.ffn.fc2.bias, blocks.5.ada_lin.1.bias, '\n"
                    " 'blocks.6.attn.scale_mul_1H11, blocks.6.attn.q_bias, blocks.6.attn.v_bias, blocks.6.attn.proj.bias, blocks.6.ffn.fc1.bias, blocks.6.ffn.fc2.bias, blocks.6.ada_lin.1.bias, '\n"
                    " 'blocks.7.attn.scale_mul_1H11, blocks.7.attn.q_bias, blocks.7.attn.v_bias, blocks.7.attn.proj.bias, blocks.7.ffn.fc1.bias, blocks.7.ffn.fc2.bias, blocks.7.ada_lin.1.bias, '\n"
                    " 'blocks.8.attn.scale_mul_1H11, blocks.8.attn.q_bias, blocks.8.attn.v_bias, blocks.8.attn.proj.bias, blocks.8.ffn.fc1.bias, blocks.8.ffn.fc2.bias, blocks.8.ada_lin.1.bias, '\n"
                    " 'blocks.9.attn.scale_mul_1H11, blocks.9.attn.q_bias, blocks.9.attn.v_bias, blocks.9.attn.proj.bias, blocks.9.ffn.fc1.bias, blocks.9.ffn.fc2.bias, blocks.9.ada_lin.1.bias, '\n"
                    " 'blocks.10.attn.scale_mul_1H11, blocks.10.attn.q_bias, blocks.10.attn.v_bias, blocks.10.attn.proj.bias, blocks.10.ffn.fc1.bias, blocks.10.ffn.fc2.bias, blocks.10.ada_lin.1.bias, '\n"
                    " 'blocks.11.attn.scale_mul_1H11, blocks.11.attn.q_bias, blocks.11.attn.v_bias, blocks.11.attn.proj.bias, blocks.11.ffn.fc1.bias, blocks.11.ffn.fc2.bias, blocks.11.ada_lin.1.bias, '\n"
                    " 'blocks.12.attn.scale_mul_1H11, blocks.12.attn.q_bias, blocks.12.attn.v_bias, blocks.12.attn.proj.bias, blocks.12.ffn.fc1.bias, blocks.12.ffn.fc2.bias, blocks.12.ada_lin.1.bias, '\n"
                    " 'blocks.13.attn.scale_mul_1H11, blocks.13.attn.q_bias, blocks.13.attn.v_bias, blocks.13.attn.proj.bias, blocks.13.ffn.fc1.bias, blocks.13.ffn.fc2.bias, blocks.13.ada_lin.1.bias, '\n"
                    " 'blocks.14.attn.scale_mul_1H11, blocks.14.attn.q_bias, blocks.14.attn.v_bias, blocks.14.attn.proj.bias, blocks.14.ffn.fc1.bias, blocks.14.ffn.fc2.bias, blocks.14.ada_lin.1.bias, '\n"
                    " 'blocks.15.attn.scale_mul_1H11, blocks.15.attn.q_bias, blocks.15.attn.v_bias, blocks.15.attn.proj.bias, blocks.15.ffn.fc1.bias, blocks.15.ffn.fc2.bias, blocks.15.ada_lin.1.bias, '\n"
                    " 'blocks.16.attn.scale_mul_1H11, blocks.16.attn.q_bias, blocks.16.attn.v_bias, blocks.16.attn.proj.bias, blocks.16.ffn.fc1.bias, blocks.16.ffn.fc2.bias, blocks.16.ada_lin.1.bias, '\n"
                    " 'head_nm.ada_lin.1.bias, head.bias')",
          'wd_sc': 0.0}}

[11-16 03:36:24] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank0] type(model).__name__='VAR' count=213, numel=375213985
[11-16 03:36:24] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 03:36:24] (/home/user/VAR/train.py , line 145)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 6.25e-06, 'weight_decay': 0}








=======================================================   RESTART [11-16 03:37:44]   =======================================================
[11-16 03:37:44] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 03:37:44] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 03:37:44] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 03:37:45] (/home/user/VAR/train.py , line  39)=> global bs=32, local bs=16
[11-16 03:37:45] (/home/user/VAR/train.py , line  40)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 0
  tfast               : 0
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 6.25e-06
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 32
  batch_size          : 16
  glb_batch_size      : 32
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_1_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 1, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 11, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=32 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 1 2 3 3 4 5 6 8 11 --pn 1_1_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_1_2_3_3_4_5_6_8_11__b32ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 1, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_msg          : add
  branch              : main
  commit_id           : 6ebb3ebc841efce3ea64cc5abc38c169749a829b
}

[11-16 03:37:45] (/home/user/VAR/train.py , line  44)=> [build PT data] ...

[11-16 03:37:48] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 03:37:48] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 03:37:48] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:37:48] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 03:37:48] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:37:48] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f95ae213370>
[11-16 03:37:48] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:37:48] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 03:37:48] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:37:48] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 03:37:48] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:37:48] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f95ae213370>
[11-16 03:37:48] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:37:48] (/home/user/VAR/train.py , line  67)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 03:37:48] (/home/user/VAR/train.py , line  67)=> [auto_resume quit]
[11-16 03:37:48] (/home/user/VAR/train.py , line  68)=> [dataloader multi processing] ...     [dataloader multi processing](*) finished! (44.52s)
[11-16 03:38:33] (/home/user/VAR/train.py , line  74)=> [dataloader] gbs=32, lbs=16, iters_train=40037, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 03:38:36] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:38:36] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:38:36] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 03:38:36] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 03:38:40] (/home/user/VAR/train.py , line 127)=> [INIT] VAR model = VAR(
  drop_path_rate=0.0708333
  (word_embed): Linear(in_features=24, out_features=1088, bias=False)
  (class_emb): Embedding(1001, 1088)
  (lvl_embed): Embedding(10, 1088)
  (shared_ada_lin): Identity()
  (blocks): ModuleList(
    (0): AdaLNSelfAttn(
      shared_aln=False
      (drop_path): Identity()
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
    (1-16): 16 x AdaLNSelfAttn(
      shared_aln=False
      (drop_path): DropPath((drop_prob=...))
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
  )
  (head_nm): AdaLNBeforeHead(
    (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
    (ada_lin): Sequential(
      (0): SiLU()
      (1): Linear(in_features=1088, out_features=2176, bias=True)
    )
  )
  (head): Linear(in_features=1088, out_features=8192, bias=True)
)


[11-16 03:38:40] (/home/user/VAR/train.py , line 129)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 03:38:40] (/home/user/VAR/train.py , line 130)=> [INIT][#para] VAR=375.21


[11-16 03:38:40] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('word_embed.weight, class_emb.weight, blocks.0.attn.mat_qkv.weight, blocks.0.attn.proj.weight, blocks.0.ffn.fc1.weight, blocks.0.ffn.fc2.weight, blocks.0.ada_lin.1.weight, '\n"
                   " 'blocks.1.attn.mat_qkv.weight, blocks.1.attn.proj.weight, blocks.1.ffn.fc1.weight, blocks.1.ffn.fc2.weight, blocks.1.ada_lin.1.weight, blocks.2.attn.mat_qkv.weight, blocks.2.attn.proj.weight, '\n"
                   " 'blocks.2.ffn.fc1.weight, blocks.2.ffn.fc2.weight, blocks.2.ada_lin.1.weight, blocks.3.attn.mat_qkv.weight, blocks.3.attn.proj.weight, blocks.3.ffn.fc1.weight, blocks.3.ffn.fc2.weight, '\n"
                   " 'blocks.3.ada_lin.1.weight, blocks.4.attn.mat_qkv.weight, blocks.4.attn.proj.weight, blocks.4.ffn.fc1.weight, blocks.4.ffn.fc2.weight, blocks.4.ada_lin.1.weight, blocks.5.attn.mat_qkv.weight, '\n"
                   " 'blocks.5.attn.proj.weight, blocks.5.ffn.fc1.weight, blocks.5.ffn.fc2.weight, blocks.5.ada_lin.1.weight, blocks.6.attn.mat_qkv.weight, blocks.6.attn.proj.weight, blocks.6.ffn.fc1.weight, '\n"
                   " 'blocks.6.ffn.fc2.weight, blocks.6.ada_lin.1.weight, blocks.7.attn.mat_qkv.weight, blocks.7.attn.proj.weight, blocks.7.ffn.fc1.weight, blocks.7.ffn.fc2.weight, blocks.7.ada_lin.1.weight, '\n"
                   " 'blocks.8.attn.mat_qkv.weight, blocks.8.attn.proj.weight, blocks.8.ffn.fc1.weight, blocks.8.ffn.fc2.weight, blocks.8.ada_lin.1.weight, blocks.9.attn.mat_qkv.weight, blocks.9.attn.proj.weight, '\n"
                   " 'blocks.9.ffn.fc1.weight, blocks.9.ffn.fc2.weight, blocks.9.ada_lin.1.weight, blocks.10.attn.mat_qkv.weight, blocks.10.attn.proj.weight, blocks.10.ffn.fc1.weight, blocks.10.ffn.fc2.weight, '\n"
                   " 'blocks.10.ada_lin.1.weight, blocks.11.attn.mat_qkv.weight, blocks.11.attn.proj.weight, blocks.11.ffn.fc1.weight, blocks.11.ffn.fc2.weight, blocks.11.ada_lin.1.weight, '\n"
                   " 'blocks.12.attn.mat_qkv.weight, blocks.12.attn.proj.weight, blocks.12.ffn.fc1.weight, blocks.12.ffn.fc2.weight, blocks.12.ada_lin.1.weight, blocks.13.attn.mat_qkv.weight, '\n"
                   " 'blocks.13.attn.proj.weight, blocks.13.ffn.fc1.weight, blocks.13.ffn.fc2.weight, blocks.13.ada_lin.1.weight, blocks.14.attn.mat_qkv.weight, blocks.14.attn.proj.weight, blocks.14.ffn.fc1.weight, '\n"
                   " 'blocks.14.ffn.fc2.weight, blocks.14.ada_lin.1.weight, blocks.15.attn.mat_qkv.weight, blocks.15.attn.proj.weight, blocks.15.ffn.fc1.weight, blocks.15.ffn.fc2.weight, blocks.15.ada_lin.1.weight, '\n"
                   " 'blocks.16.attn.mat_qkv.weight, blocks.16.attn.proj.weight, blocks.16.ffn.fc1.weight, blocks.16.ffn.fc2.weight, blocks.16.ada_lin.1.weight, head_nm.ada_lin.1.weight, head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('pos_start, pos_1LC, lvl_embed.weight, blocks.0.attn.scale_mul_1H11, blocks.0.attn.q_bias, blocks.0.attn.v_bias, blocks.0.attn.proj.bias, blocks.0.ffn.fc1.bias, blocks.0.ffn.fc2.bias, '\n"
                    " 'blocks.0.ada_lin.1.bias, blocks.1.attn.scale_mul_1H11, blocks.1.attn.q_bias, blocks.1.attn.v_bias, blocks.1.attn.proj.bias, blocks.1.ffn.fc1.bias, blocks.1.ffn.fc2.bias, blocks.1.ada_lin.1.bias, '\n"
                    " 'blocks.2.attn.scale_mul_1H11, blocks.2.attn.q_bias, blocks.2.attn.v_bias, blocks.2.attn.proj.bias, blocks.2.ffn.fc1.bias, blocks.2.ffn.fc2.bias, blocks.2.ada_lin.1.bias, '\n"
                    " 'blocks.3.attn.scale_mul_1H11, blocks.3.attn.q_bias, blocks.3.attn.v_bias, blocks.3.attn.proj.bias, blocks.3.ffn.fc1.bias, blocks.3.ffn.fc2.bias, blocks.3.ada_lin.1.bias, '\n"
                    " 'blocks.4.attn.scale_mul_1H11, blocks.4.attn.q_bias, blocks.4.attn.v_bias, blocks.4.attn.proj.bias, blocks.4.ffn.fc1.bias, blocks.4.ffn.fc2.bias, blocks.4.ada_lin.1.bias, '\n"
                    " 'blocks.5.attn.scale_mul_1H11, blocks.5.attn.q_bias, blocks.5.attn.v_bias, blocks.5.attn.proj.bias, blocks.5.ffn.fc1.bias, blocks.5.ffn.fc2.bias, blocks.5.ada_lin.1.bias, '\n"
                    " 'blocks.6.attn.scale_mul_1H11, blocks.6.attn.q_bias, blocks.6.attn.v_bias, blocks.6.attn.proj.bias, blocks.6.ffn.fc1.bias, blocks.6.ffn.fc2.bias, blocks.6.ada_lin.1.bias, '\n"
                    " 'blocks.7.attn.scale_mul_1H11, blocks.7.attn.q_bias, blocks.7.attn.v_bias, blocks.7.attn.proj.bias, blocks.7.ffn.fc1.bias, blocks.7.ffn.fc2.bias, blocks.7.ada_lin.1.bias, '\n"
                    " 'blocks.8.attn.scale_mul_1H11, blocks.8.attn.q_bias, blocks.8.attn.v_bias, blocks.8.attn.proj.bias, blocks.8.ffn.fc1.bias, blocks.8.ffn.fc2.bias, blocks.8.ada_lin.1.bias, '\n"
                    " 'blocks.9.attn.scale_mul_1H11, blocks.9.attn.q_bias, blocks.9.attn.v_bias, blocks.9.attn.proj.bias, blocks.9.ffn.fc1.bias, blocks.9.ffn.fc2.bias, blocks.9.ada_lin.1.bias, '\n"
                    " 'blocks.10.attn.scale_mul_1H11, blocks.10.attn.q_bias, blocks.10.attn.v_bias, blocks.10.attn.proj.bias, blocks.10.ffn.fc1.bias, blocks.10.ffn.fc2.bias, blocks.10.ada_lin.1.bias, '\n"
                    " 'blocks.11.attn.scale_mul_1H11, blocks.11.attn.q_bias, blocks.11.attn.v_bias, blocks.11.attn.proj.bias, blocks.11.ffn.fc1.bias, blocks.11.ffn.fc2.bias, blocks.11.ada_lin.1.bias, '\n"
                    " 'blocks.12.attn.scale_mul_1H11, blocks.12.attn.q_bias, blocks.12.attn.v_bias, blocks.12.attn.proj.bias, blocks.12.ffn.fc1.bias, blocks.12.ffn.fc2.bias, blocks.12.ada_lin.1.bias, '\n"
                    " 'blocks.13.attn.scale_mul_1H11, blocks.13.attn.q_bias, blocks.13.attn.v_bias, blocks.13.attn.proj.bias, blocks.13.ffn.fc1.bias, blocks.13.ffn.fc2.bias, blocks.13.ada_lin.1.bias, '\n"
                    " 'blocks.14.attn.scale_mul_1H11, blocks.14.attn.q_bias, blocks.14.attn.v_bias, blocks.14.attn.proj.bias, blocks.14.ffn.fc1.bias, blocks.14.ffn.fc2.bias, blocks.14.ada_lin.1.bias, '\n"
                    " 'blocks.15.attn.scale_mul_1H11, blocks.15.attn.q_bias, blocks.15.attn.v_bias, blocks.15.attn.proj.bias, blocks.15.ffn.fc1.bias, blocks.15.ffn.fc2.bias, blocks.15.ada_lin.1.bias, '\n"
                    " 'blocks.16.attn.scale_mul_1H11, blocks.16.attn.q_bias, blocks.16.attn.v_bias, blocks.16.attn.proj.bias, blocks.16.ffn.fc1.bias, blocks.16.ffn.fc2.bias, blocks.16.ada_lin.1.bias, '\n"
                    " 'head_nm.ada_lin.1.bias, head.bias')",
          'wd_sc': 0.0}}

[11-16 03:38:40] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank0] type(model).__name__='VAR' count=213, numel=375213985
[11-16 03:38:40] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 03:38:40] (/home/user/VAR/train.py , line 145)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 6.25e-06, 'weight_decay': 0}

[11-16 03:38:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [    0/40037]  eta: 20:07:09  tlr: 3.1e-08  tnm: 0.24  Lm: 8.318 (8.318)  Lt: 8.318 (8.318)  Accm: 0.02 (0.02)  Acct: 0.05 (0.05)  time: 1.8091  data: 0.0006







=======================================================   RESTART [11-16 03:44:20]   =======================================================
[11-16 03:44:20] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 03:44:20] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 03:44:20] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 03:44:22] (/home/user/VAR/train.py , line  37)=> global bs=32, local bs=16
[11-16 03:44:22] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 0
  tfast               : 0
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 6.25e-06
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 32
  batch_size          : 16
  glb_batch_size      : 32
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_1_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 1, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 11, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=32 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 1 2 3 3 4 5 6 8 11 --pn 1_1_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_1_2_3_3_4_5_6_8_11__b32ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 1, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_msg          : fix
  commit_id           : 27bcee01f8e1bd791416b09174fdb0dbfa62a4de
  branch              : main
}

[11-16 03:44:22] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 03:44:25] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 03:44:25] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 03:44:25] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:44:25] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 03:44:25] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:44:25] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f18c81ef370>
[11-16 03:44:25] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:44:25] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 03:44:25] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:44:25] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 03:44:25] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:44:25] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f18c81ef370>
[11-16 03:44:25] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:44:25] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 03:44:25] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 03:44:25] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...     [dataloader multi processing](*) finished! (45.64s)
[11-16 03:45:11] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=32, lbs=16, iters_train=40037, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 03:45:13] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:45:13] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:45:14] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 03:45:14] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 03:45:18] (/home/user/VAR/train.py , line 125)=> [INIT] VAR model = VAR(
  drop_path_rate=0.0708333
  (word_embed): Linear(in_features=24, out_features=1088, bias=False)
  (class_emb): Embedding(1001, 1088)
  (lvl_embed): Embedding(10, 1088)
  (shared_ada_lin): Identity()
  (blocks): ModuleList(
    (0): AdaLNSelfAttn(
      shared_aln=False
      (drop_path): Identity()
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
    (1-16): 16 x AdaLNSelfAttn(
      shared_aln=False
      (drop_path): DropPath((drop_prob=...))
      (attn): SelfAttention(
        (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
        (proj): Linear(in_features=1088, out_features=1088, bias=True)
        (proj_drop): Identity()
      )
      (ffn): FFN(
        fused_mlp_func=False
        (fc1): Linear(in_features=1088, out_features=4352, bias=True)
        (act): GELU(approximate='tanh')
        (fc2): Linear(in_features=4352, out_features=1088, bias=True)
        (drop): Identity()
      )
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=6528, bias=True)
      )
    )
  )
  (head_nm): AdaLNBeforeHead(
    (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
    (ada_lin): Sequential(
      (0): SiLU()
      (1): Linear(in_features=1088, out_features=2176, bias=True)
    )
  )
  (head): Linear(in_features=1088, out_features=8192, bias=True)
)


[11-16 03:45:18] (/home/user/VAR/train.py , line 127)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 03:45:18] (/home/user/VAR/train.py , line 128)=> [INIT][#para] VAR=375.21


[11-16 03:45:18] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('word_embed.weight, class_emb.weight, blocks.0.attn.mat_qkv.weight, blocks.0.attn.proj.weight, blocks.0.ffn.fc1.weight, blocks.0.ffn.fc2.weight, blocks.0.ada_lin.1.weight, '\n"
                   " 'blocks.1.attn.mat_qkv.weight, blocks.1.attn.proj.weight, blocks.1.ffn.fc1.weight, blocks.1.ffn.fc2.weight, blocks.1.ada_lin.1.weight, blocks.2.attn.mat_qkv.weight, blocks.2.attn.proj.weight, '\n"
                   " 'blocks.2.ffn.fc1.weight, blocks.2.ffn.fc2.weight, blocks.2.ada_lin.1.weight, blocks.3.attn.mat_qkv.weight, blocks.3.attn.proj.weight, blocks.3.ffn.fc1.weight, blocks.3.ffn.fc2.weight, '\n"
                   " 'blocks.3.ada_lin.1.weight, blocks.4.attn.mat_qkv.weight, blocks.4.attn.proj.weight, blocks.4.ffn.fc1.weight, blocks.4.ffn.fc2.weight, blocks.4.ada_lin.1.weight, blocks.5.attn.mat_qkv.weight, '\n"
                   " 'blocks.5.attn.proj.weight, blocks.5.ffn.fc1.weight, blocks.5.ffn.fc2.weight, blocks.5.ada_lin.1.weight, blocks.6.attn.mat_qkv.weight, blocks.6.attn.proj.weight, blocks.6.ffn.fc1.weight, '\n"
                   " 'blocks.6.ffn.fc2.weight, blocks.6.ada_lin.1.weight, blocks.7.attn.mat_qkv.weight, blocks.7.attn.proj.weight, blocks.7.ffn.fc1.weight, blocks.7.ffn.fc2.weight, blocks.7.ada_lin.1.weight, '\n"
                   " 'blocks.8.attn.mat_qkv.weight, blocks.8.attn.proj.weight, blocks.8.ffn.fc1.weight, blocks.8.ffn.fc2.weight, blocks.8.ada_lin.1.weight, blocks.9.attn.mat_qkv.weight, blocks.9.attn.proj.weight, '\n"
                   " 'blocks.9.ffn.fc1.weight, blocks.9.ffn.fc2.weight, blocks.9.ada_lin.1.weight, blocks.10.attn.mat_qkv.weight, blocks.10.attn.proj.weight, blocks.10.ffn.fc1.weight, blocks.10.ffn.fc2.weight, '\n"
                   " 'blocks.10.ada_lin.1.weight, blocks.11.attn.mat_qkv.weight, blocks.11.attn.proj.weight, blocks.11.ffn.fc1.weight, blocks.11.ffn.fc2.weight, blocks.11.ada_lin.1.weight, '\n"
                   " 'blocks.12.attn.mat_qkv.weight, blocks.12.attn.proj.weight, blocks.12.ffn.fc1.weight, blocks.12.ffn.fc2.weight, blocks.12.ada_lin.1.weight, blocks.13.attn.mat_qkv.weight, '\n"
                   " 'blocks.13.attn.proj.weight, blocks.13.ffn.fc1.weight, blocks.13.ffn.fc2.weight, blocks.13.ada_lin.1.weight, blocks.14.attn.mat_qkv.weight, blocks.14.attn.proj.weight, blocks.14.ffn.fc1.weight, '\n"
                   " 'blocks.14.ffn.fc2.weight, blocks.14.ada_lin.1.weight, blocks.15.attn.mat_qkv.weight, blocks.15.attn.proj.weight, blocks.15.ffn.fc1.weight, blocks.15.ffn.fc2.weight, blocks.15.ada_lin.1.weight, '\n"
                   " 'blocks.16.attn.mat_qkv.weight, blocks.16.attn.proj.weight, blocks.16.ffn.fc1.weight, blocks.16.ffn.fc2.weight, blocks.16.ada_lin.1.weight, head_nm.ada_lin.1.weight, head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('pos_start, pos_1LC, lvl_embed.weight, blocks.0.attn.scale_mul_1H11, blocks.0.attn.q_bias, blocks.0.attn.v_bias, blocks.0.attn.proj.bias, blocks.0.ffn.fc1.bias, blocks.0.ffn.fc2.bias, '\n"
                    " 'blocks.0.ada_lin.1.bias, blocks.1.attn.scale_mul_1H11, blocks.1.attn.q_bias, blocks.1.attn.v_bias, blocks.1.attn.proj.bias, blocks.1.ffn.fc1.bias, blocks.1.ffn.fc2.bias, blocks.1.ada_lin.1.bias, '\n"
                    " 'blocks.2.attn.scale_mul_1H11, blocks.2.attn.q_bias, blocks.2.attn.v_bias, blocks.2.attn.proj.bias, blocks.2.ffn.fc1.bias, blocks.2.ffn.fc2.bias, blocks.2.ada_lin.1.bias, '\n"
                    " 'blocks.3.attn.scale_mul_1H11, blocks.3.attn.q_bias, blocks.3.attn.v_bias, blocks.3.attn.proj.bias, blocks.3.ffn.fc1.bias, blocks.3.ffn.fc2.bias, blocks.3.ada_lin.1.bias, '\n"
                    " 'blocks.4.attn.scale_mul_1H11, blocks.4.attn.q_bias, blocks.4.attn.v_bias, blocks.4.attn.proj.bias, blocks.4.ffn.fc1.bias, blocks.4.ffn.fc2.bias, blocks.4.ada_lin.1.bias, '\n"
                    " 'blocks.5.attn.scale_mul_1H11, blocks.5.attn.q_bias, blocks.5.attn.v_bias, blocks.5.attn.proj.bias, blocks.5.ffn.fc1.bias, blocks.5.ffn.fc2.bias, blocks.5.ada_lin.1.bias, '\n"
                    " 'blocks.6.attn.scale_mul_1H11, blocks.6.attn.q_bias, blocks.6.attn.v_bias, blocks.6.attn.proj.bias, blocks.6.ffn.fc1.bias, blocks.6.ffn.fc2.bias, blocks.6.ada_lin.1.bias, '\n"
                    " 'blocks.7.attn.scale_mul_1H11, blocks.7.attn.q_bias, blocks.7.attn.v_bias, blocks.7.attn.proj.bias, blocks.7.ffn.fc1.bias, blocks.7.ffn.fc2.bias, blocks.7.ada_lin.1.bias, '\n"
                    " 'blocks.8.attn.scale_mul_1H11, blocks.8.attn.q_bias, blocks.8.attn.v_bias, blocks.8.attn.proj.bias, blocks.8.ffn.fc1.bias, blocks.8.ffn.fc2.bias, blocks.8.ada_lin.1.bias, '\n"
                    " 'blocks.9.attn.scale_mul_1H11, blocks.9.attn.q_bias, blocks.9.attn.v_bias, blocks.9.attn.proj.bias, blocks.9.ffn.fc1.bias, blocks.9.ffn.fc2.bias, blocks.9.ada_lin.1.bias, '\n"
                    " 'blocks.10.attn.scale_mul_1H11, blocks.10.attn.q_bias, blocks.10.attn.v_bias, blocks.10.attn.proj.bias, blocks.10.ffn.fc1.bias, blocks.10.ffn.fc2.bias, blocks.10.ada_lin.1.bias, '\n"
                    " 'blocks.11.attn.scale_mul_1H11, blocks.11.attn.q_bias, blocks.11.attn.v_bias, blocks.11.attn.proj.bias, blocks.11.ffn.fc1.bias, blocks.11.ffn.fc2.bias, blocks.11.ada_lin.1.bias, '\n"
                    " 'blocks.12.attn.scale_mul_1H11, blocks.12.attn.q_bias, blocks.12.attn.v_bias, blocks.12.attn.proj.bias, blocks.12.ffn.fc1.bias, blocks.12.ffn.fc2.bias, blocks.12.ada_lin.1.bias, '\n"
                    " 'blocks.13.attn.scale_mul_1H11, blocks.13.attn.q_bias, blocks.13.attn.v_bias, blocks.13.attn.proj.bias, blocks.13.ffn.fc1.bias, blocks.13.ffn.fc2.bias, blocks.13.ada_lin.1.bias, '\n"
                    " 'blocks.14.attn.scale_mul_1H11, blocks.14.attn.q_bias, blocks.14.attn.v_bias, blocks.14.attn.proj.bias, blocks.14.ffn.fc1.bias, blocks.14.ffn.fc2.bias, blocks.14.ada_lin.1.bias, '\n"
                    " 'blocks.15.attn.scale_mul_1H11, blocks.15.attn.q_bias, blocks.15.attn.v_bias, blocks.15.attn.proj.bias, blocks.15.ffn.fc1.bias, blocks.15.ffn.fc2.bias, blocks.15.ada_lin.1.bias, '\n"
                    " 'blocks.16.attn.scale_mul_1H11, blocks.16.attn.q_bias, blocks.16.attn.v_bias, blocks.16.attn.proj.bias, blocks.16.ffn.fc1.bias, blocks.16.ffn.fc2.bias, blocks.16.ada_lin.1.bias, '\n"
                    " 'head_nm.ada_lin.1.bias, head.bias')",
          'wd_sc': 0.0}}

[11-16 03:45:18] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank0] type(model).__name__='VAR' count=213, numel=375213985
[11-16 03:45:18] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 03:45:18] (/home/user/VAR/train.py , line 143)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 6.25e-06, 'weight_decay': 0}

[11-16 03:45:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [    0/40037]  eta: 20:34:07  tlr: 3.1e-08  tnm: 0.24  Lm: 8.318 (8.318)  Lt: 8.318 (8.318)  Accm: 0.03 (0.03)  Acct: 0.00 (0.00)  time: 1.8495  data: 0.0005







=======================================================   RESTART [11-16 03:48:22]   =======================================================







=======================================================   RESTART [11-16 03:48:22]   =======================================================







=======================================================   RESTART [11-16 03:48:22]   =======================================================







=======================================================   RESTART [11-16 03:48:22]   =======================================================
[11-16 03:48:22] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 03:48:22] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 03:48:22] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 03:48:23] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 03:48:23] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 2
  tfast               : 2
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_1_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 1, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 11, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --vfast 2 --tfast 2 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide dinov2 --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 1 2 3 3 4 5 6 8 11 --pn 1_1_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_1_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 1, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : dinov2
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_id           : 27bcee01f8e1bd791416b09174fdb0dbfa62a4de
  commit_msg          : fix
  branch              : main
}

[11-16 03:48:23] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 03:48:26] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f338a193370>
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:48:26] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f338a193370>
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:48:26] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 03:48:26] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 03:48:26] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 03:48:22] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 03:48:22] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 03:48:22] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 03:48:23] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 03:48:23] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 2
  tfast               : 2
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_1_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 1, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 11, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --vfast 2 --tfast 2 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide dinov2 --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 1 2 3 3 4 5 6 8 11 --pn 1_1_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_1_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 1, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : dinov2
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_msg          : fix
  branch              : main
  commit_id           : 27bcee01f8e1bd791416b09174fdb0dbfa62a4de
}

[11-16 03:48:23] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 03:48:26] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f8650c4f370>
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:48:26] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f8650c4f370>
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:48:26] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 03:48:26] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 03:48:26] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 03:48:22] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 03:48:22] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 03:48:22] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 03:48:23] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 03:48:23] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 2
  tfast               : 2
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_1_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 1, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 11, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --vfast 2 --tfast 2 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide dinov2 --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 1 2 3 3 4 5 6 8 11 --pn 1_1_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_1_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 1, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : dinov2
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  branch              : main
  commit_msg          : fix
  commit_id           : 27bcee01f8e1bd791416b09174fdb0dbfa62a4de
}

[11-16 03:48:23] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 03:48:26] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7ffa170e7370>
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:48:26] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7ffa170e7370>
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:48:26] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 03:48:26] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 03:48:26] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 03:48:22] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 03:48:22] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 03:48:22] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 03:48:23] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 03:48:23] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 2
  tfast               : 2
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_1_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 1, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 11, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --vfast 2 --tfast 2 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide dinov2 --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 1 2 3 3 4 5 6 8 11 --pn 1_1_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_1_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 1, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : dinov2
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_id           : 27bcee01f8e1bd791416b09174fdb0dbfa62a4de
  branch              : main
  commit_msg          : fix
}

[11-16 03:48:23] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 03:48:26] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f4c62a23370>
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:48:26] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f4c62a23370>
[11-16 03:48:26] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:48:26] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 03:48:26] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 03:48:26] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...     [dataloader multi processing](*) finished! (45.99s)
     [dataloader multi processing](*) finished! (47.88s)
     [dataloader multi processing](*) finished! (47.94s)
     [dataloader multi processing](*) finished! (48.70s)
[11-16 03:49:12] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 03:49:17] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:49:17] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:49:18] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 03:49:15] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 03:49:18] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:49:18] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:49:19] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 03:49:14] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 03:49:19] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:49:19] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:49:20] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 03:49:14] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 03:49:19] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:49:19] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:49:20] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 03:49:20] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 03:49:21] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 03:49:20] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 03:49:19] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035







=======================================================   RESTART [11-16 03:50:27]   =======================================================







=======================================================   RESTART [11-16 03:50:27]   =======================================================







=======================================================   RESTART [11-16 03:50:27]   =======================================================







=======================================================   RESTART [11-16 03:50:27]   =======================================================
[11-16 03:50:28] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 03:50:28] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 03:50:28] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 03:50:29] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 03:50:29] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 2
  tfast               : 2
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_1_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 1, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 11, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --vfast 2 --tfast 2 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 1 2 3 3 4 5 6 8 11 --pn 1_1_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_1_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 1, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_msg          : fix
  branch              : main
  commit_id           : 27bcee01f8e1bd791416b09174fdb0dbfa62a4de
}

[11-16 03:50:29] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 03:50:32] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7feb0b997370>
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:50:32] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7feb0b997370>
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:50:32] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 03:50:32] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 03:50:32] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 03:50:28] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 03:50:28] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 03:50:28] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 03:50:29] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 03:50:29] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 2
  tfast               : 2
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_1_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 1, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 11, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --vfast 2 --tfast 2 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 1 2 3 3 4 5 6 8 11 --pn 1_1_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_1_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 1, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  commit_msg          : fix
  commit_id           : 27bcee01f8e1bd791416b09174fdb0dbfa62a4de
  branch              : main
}

[11-16 03:50:29] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 03:50:32] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fbc1d8d3370>
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:50:32] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7fbc1d8d3370>
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:50:32] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 03:50:32] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 03:50:32] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 03:50:28] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 03:50:28] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 03:50:28] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 03:50:29] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 03:50:29] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 2
  tfast               : 2
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_1_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 1, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 11, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --vfast 2 --tfast 2 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 1 2 3 3 4 5 6 8 11 --pn 1_1_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_1_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 1, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  branch              : main
  commit_id           : 27bcee01f8e1bd791416b09174fdb0dbfa62a4de
  commit_msg          : fix
}

[11-16 03:50:29] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 03:50:32] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f60b7fe3370>
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:50:32] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f60b7fe3370>
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:50:32] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 03:50:32] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 03:50:32] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...[11-16 03:50:28] (er/VAR/utils/arg_util.py, line 222)=> [tf32] [precis] torch.get_float32_matmul_precision(): high
[11-16 03:50:28] (er/VAR/utils/arg_util.py, line 223)=> [tf32] [ conv ] torch.backends.cudnn.allow_tf32: True
[11-16 03:50:28] (er/VAR/utils/arg_util.py, line 224)=> [tf32] [matmul] torch.backends.cuda.matmul.allow_tf32: True
[11-16 03:50:29] (/home/user/VAR/train.py , line  37)=> global bs=768, local bs=24
[11-16 03:50:29] (/home/user/VAR/train.py , line  38)=> initial args:
{
  data_path           : /mnt/localssd/ImageNet2012/
  exp_name            : text
  vae_ckpt            : /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt
  vfast               : 2
  tfast               : 2
  depth               : 17
  ini                 : -1
  hd                  : 0.02
  aln                 : 0.5
  alng                : 0.0001
  fp16                : 1
  tblr                : 5e-05
  tlr                 : 0.00015000000000000001
  twd                 : 0.05
  twde                : 0.05
  tclip               : 2.0
  ls                  : 0.0
  bs                  : 768
  batch_size          : 24
  glb_batch_size      : 768
  ac                  : 1
  ep                  : 350
  wp                  : 7.0
  wp0                 : 0.005
  wpe                 : 0.01
  sche                : lin0
  opt                 : adamw
  afuse               : True
  saln                : False
  anorm               : True
  fuse                : True
  pn                  : 1_1_2_3_3_4_5_6_8_11
  patch_size          : 11
  patch_nums          : (1, 1, 2, 3, 3, 4, 5, 6, 8, 11)
  resos               : (11, 11, 22, 33, 33, 44, 55, 66, 88, 121)
  data_load_reso      : 256
  mid_reso            : 1.125
  hflip               : False
  workers             : 12
  pg                  : 0.0
  pg0                 : 4
  pgwp                : 1.1666666666666667
  cmd                 : --depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=5e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --vfast 2 --tfast 2 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide none --num_latent_tokens 121 --codebook_embed_dim 12 --codebook_size 4096 --v_patch_nums 1 1 2 3 3 4 5 6 8 11 --pn 1_1_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp138-var-d17/ --vae_ckpt /sensei-fs/users/xiangl/output/exp138/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True ---clip_norm True --scale 1.0
  acc_mean            : None
  acc_tail            : None
  L_mean              : None
  L_tail              : None
  vacc_mean           : None
  vacc_tail           : None
  vL_mean             : None
  vL_tail             : None
  grad_norm           : None
  cur_lr              : None
  cur_wd              : None
  cur_it              : 
  cur_ep              : 
  remain_time         : 
  finish_time         : 
  local_out_dir_path  : /sensei-fs/users/xiangl/exp138-var-d17/
  tb_log_dir_path     : /sensei-fs/users/xiangl/exp138-var-d17/tb-VARd17__pn1_1_2_3_3_4_5_6_8_11__b768ep350adamlr5e-05wd0.05
  log_txt_path        : /sensei-fs/users/xiangl/exp138-var-d17/log.txt
  last_ckpt_path      : /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
  tf32                : True
  seed                : None
  codebook_size       : 4096
  codebook_embed_dim  : 12
  codebook_l2_norm    : True
  codebook_show_usage : True
  commit_loss_beta    : 0.25
  entropy_loss_ratio  : 0.0
  soft_entropy        : True
  scale               : 1.0
  test_model          : True
  encoder_ch_mult     : [1, 1, 2, 2, 4]
  decoder_ch_mult     : [1, 1, 2, 2, 4]
  z_channels          : 256
  dropout_p           : 0.0
  clip_norm           : True
  v_patch_nums        : [1, 1, 2, 3, 3, 4, 5, 6, 8, 11]
  enc_type            : dinov2
  dec_type            : dinov2
  semantic_guide      : none
  num_latent_tokens   : 121
  encoder_model       : vit_base_patch14_dinov2.lvd142m
  decoder_model       : vit_base_patch14_dinov2.lvd142m
  abs_pos_embed       : True
  share_quant_resi    : 4
  product_quant       : 2
  half_sem            : True
  p_drop              : 0.0
  joint_sample        : False
  infer_ckpt          : 
  masking_method      : uniform
  st_ep               : 50
  ed_ep               : 150
  p_rand              : 0.0
  same_seed_for_all_ranks: 0
  local_debug         : False
  dbg_nan             : False
  cfg                 : [3.5, 3.5]
  top_k               : 900
  top_p               : 0.95
  branch              : main
  commit_id           : 27bcee01f8e1bd791416b09174fdb0dbfa62a4de
  commit_msg          : fix
}

[11-16 03:50:29] (/home/user/VAR/train.py , line  42)=> [build PT data] ...

[11-16 03:50:32] (e/user/VAR/utils/data.py, line  34)=> [Dataset] len(train_set)=1281167, len(val_set)=50000, num_classes=1000
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  48)=> Transform [train] = 
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> RandomCrop(size=(256, 256), padding=None)
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f91f80f3370>
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:50:32] (e/user/VAR/utils/data.py, line  48)=> Transform [val] = 
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> Resize(size=288, interpolation=lanczos, max_size=None, antialias=True)
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> CenterCrop(size=(256, 256))
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> ToTensor()
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  51)=> <function normalize_01_into_pm1 at 0x7f91f80f3370>
[11-16 03:50:32] (e/user/VAR/utils/data.py, line  54)=> ---------------------------

[11-16 03:50:32] (/home/user/VAR/train.py , line  65)=> [auto_resume] no ckpt found @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt*.pth
[11-16 03:50:32] (/home/user/VAR/train.py , line  65)=> [auto_resume quit]
[11-16 03:50:32] (/home/user/VAR/train.py , line  66)=> [dataloader multi processing] ...     [dataloader multi processing](*) finished! (48.11s)
     [dataloader multi processing](*) finished! (48.47s)
     [dataloader multi processing](*) finished! (49.36s)
     [dataloader multi processing](*) finished! (50.72s)
[11-16 03:51:20] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 03:51:25] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:51:25] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:51:25] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 03:51:20] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 03:51:25] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:51:25] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:51:26] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 03:51:23] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 03:51:26] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:51:26] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:51:26] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 03:51:21] (/home/user/VAR/train.py , line  72)=> [dataloader] gbs=768, lbs=24, iters_train=1669, types(tr, va)=('DatasetFolder', 'DatasetFolder')
[11-16 03:51:26] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:51:26] (/lookup_free_quantize.py, line 128)=> scale is tensor([0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887, 0.2887,
        0.2887])
[11-16 03:51:26] (e/user/VAR/models/var.py, line 105)=> 
[constructor]  ==== flash_if_available=True (0/17), fused_if_available=True (fusing_add_ln=0/17, fusing_mlp=0/17) ==== 
    [VAR config ] embed_dim=1088, num_heads=17, depth=17, mlp_ratio=4.0
    [drop ratios ] drop_rate=0.0, attn_drop_rate=0.0, drop_path_rate=0.0708333 (tensor([0.0000, 0.0044, 0.0089, 0.0133, 0.0177, 0.0221, 0.0266, 0.0310, 0.0354,
        0.0398, 0.0443, 0.0487, 0.0531, 0.0576, 0.0620, 0.0664, 0.0708]))

[11-16 03:51:27] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 03:51:33] (/home/user/VAR/train.py , line 125)=> [INIT] VAR model = OptimizedModule(
  (_orig_mod): VAR(
    drop_path_rate=0.0708333
    (word_embed): Linear(in_features=24, out_features=1088, bias=False)
    (class_emb): Embedding(1001, 1088)
    (lvl_embed): Embedding(10, 1088)
    (shared_ada_lin): Identity()
    (blocks): ModuleList(
      (0): AdaLNSelfAttn(
        shared_aln=False
        (drop_path): Identity()
        (attn): SelfAttention(
          (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
          (proj): Linear(in_features=1088, out_features=1088, bias=True)
          (proj_drop): Identity()
        )
        (ffn): FFN(
          fused_mlp_func=False
          (fc1): Linear(in_features=1088, out_features=4352, bias=True)
          (act): GELU(approximate='tanh')
          (fc2): Linear(in_features=4352, out_features=1088, bias=True)
          (drop): Identity()
        )
        (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
        (ada_lin): Sequential(
          (0): SiLU()
          (1): Linear(in_features=1088, out_features=6528, bias=True)
        )
      )
      (1-16): 16 x AdaLNSelfAttn(
        shared_aln=False
        (drop_path): DropPath((drop_prob=...))
        (attn): SelfAttention(
          (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
          (proj): Linear(in_features=1088, out_features=1088, bias=True)
          (proj_drop): Identity()
        )
        (ffn): FFN(
          fused_mlp_func=False
          (fc1): Linear(in_features=1088, out_features=4352, bias=True)
          (act): GELU(approximate='tanh')
          (fc2): Linear(in_features=4352, out_features=1088, bias=True)
          (drop): Identity()
        )
        (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
        (ada_lin): Sequential(
          (0): SiLU()
          (1): Linear(in_features=1088, out_features=6528, bias=True)
        )
      )
    )
    (head_nm): AdaLNBeforeHead(
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=2176, bias=True)
      )
    )
    (head): Linear(in_features=1088, out_features=8192, bias=True)
  )
)


[11-16 03:51:33] (/home/user/VAR/train.py , line 127)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 03:51:33] (/home/user/VAR/train.py , line 128)=> [INIT][#para] VAR=375.21


[11-16 03:51:33] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('_orig_mod.word_embed.weight, _orig_mod.class_emb.weight, _orig_mod.blocks.0.attn.mat_qkv.weight, _orig_mod.blocks.0.attn.proj.weight, _orig_mod.blocks.0.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.0.ffn.fc2.weight, _orig_mod.blocks.0.ada_lin.1.weight, _orig_mod.blocks.1.attn.mat_qkv.weight, _orig_mod.blocks.1.attn.proj.weight, _orig_mod.blocks.1.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.1.ffn.fc2.weight, _orig_mod.blocks.1.ada_lin.1.weight, _orig_mod.blocks.2.attn.mat_qkv.weight, _orig_mod.blocks.2.attn.proj.weight, _orig_mod.blocks.2.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.2.ffn.fc2.weight, _orig_mod.blocks.2.ada_lin.1.weight, _orig_mod.blocks.3.attn.mat_qkv.weight, _orig_mod.blocks.3.attn.proj.weight, _orig_mod.blocks.3.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.3.ffn.fc2.weight, _orig_mod.blocks.3.ada_lin.1.weight, _orig_mod.blocks.4.attn.mat_qkv.weight, _orig_mod.blocks.4.attn.proj.weight, _orig_mod.blocks.4.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.4.ffn.fc2.weight, _orig_mod.blocks.4.ada_lin.1.weight, _orig_mod.blocks.5.attn.mat_qkv.weight, _orig_mod.blocks.5.attn.proj.weight, _orig_mod.blocks.5.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.5.ffn.fc2.weight, _orig_mod.blocks.5.ada_lin.1.weight, _orig_mod.blocks.6.attn.mat_qkv.weight, _orig_mod.blocks.6.attn.proj.weight, _orig_mod.blocks.6.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.6.ffn.fc2.weight, _orig_mod.blocks.6.ada_lin.1.weight, _orig_mod.blocks.7.attn.mat_qkv.weight, _orig_mod.blocks.7.attn.proj.weight, _orig_mod.blocks.7.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.7.ffn.fc2.weight, _orig_mod.blocks.7.ada_lin.1.weight, _orig_mod.blocks.8.attn.mat_qkv.weight, _orig_mod.blocks.8.attn.proj.weight, _orig_mod.blocks.8.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.8.ffn.fc2.weight, _orig_mod.blocks.8.ada_lin.1.weight, _orig_mod.blocks.9.attn.mat_qkv.weight, _orig_mod.blocks.9.attn.proj.weight, _orig_mod.blocks.9.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.9.ffn.fc2.weight, _orig_mod.blocks.9.ada_lin.1.weight, _orig_mod.blocks.10.attn.mat_qkv.weight, _orig_mod.blocks.10.attn.proj.weight, _orig_mod.blocks.10.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.10.ffn.fc2.weight, _orig_mod.blocks.10.ada_lin.1.weight, _orig_mod.blocks.11.attn.mat_qkv.weight, _orig_mod.blocks.11.attn.proj.weight, _orig_mod.blocks.11.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.11.ffn.fc2.weight, _orig_mod.blocks.11.ada_lin.1.weight, _orig_mod.blocks.12.attn.mat_qkv.weight, _orig_mod.blocks.12.attn.proj.weight, _orig_mod.blocks.12.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.12.ffn.fc2.weight, _orig_mod.blocks.12.ada_lin.1.weight, _orig_mod.blocks.13.attn.mat_qkv.weight, _orig_mod.blocks.13.attn.proj.weight, _orig_mod.blocks.13.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.13.ffn.fc2.weight, _orig_mod.blocks.13.ada_lin.1.weight, _orig_mod.blocks.14.attn.mat_qkv.weight, _orig_mod.blocks.14.attn.proj.weight, _orig_mod.blocks.14.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.14.ffn.fc2.weight, _orig_mod.blocks.14.ada_lin.1.weight, _orig_mod.blocks.15.attn.mat_qkv.weight, _orig_mod.blocks.15.attn.proj.weight, _orig_mod.blocks.15.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.15.ffn.fc2.weight, _orig_mod.blocks.15.ada_lin.1.weight, _orig_mod.blocks.16.attn.mat_qkv.weight, _orig_mod.blocks.16.attn.proj.weight, _orig_mod.blocks.16.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.16.ffn.fc2.weight, _orig_mod.blocks.16.ada_lin.1.weight, _orig_mod.head_nm.ada_lin.1.weight, _orig_mod.head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('_orig_mod.pos_start, _orig_mod.pos_1LC, _orig_mod.lvl_embed.weight, _orig_mod.blocks.0.attn.scale_mul_1H11, _orig_mod.blocks.0.attn.q_bias, _orig_mod.blocks.0.attn.v_bias, '\n"
                    " '_orig_mod.blocks.0.attn.proj.bias, _orig_mod.blocks.0.ffn.fc1.bias, _orig_mod.blocks.0.ffn.fc2.bias, _orig_mod.blocks.0.ada_lin.1.bias, _orig_mod.blocks.1.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.1.attn.q_bias, _orig_mod.blocks.1.attn.v_bias, _orig_mod.blocks.1.attn.proj.bias, _orig_mod.blocks.1.ffn.fc1.bias, _orig_mod.blocks.1.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.1.ada_lin.1.bias, _orig_mod.blocks.2.attn.scale_mul_1H11, _orig_mod.blocks.2.attn.q_bias, _orig_mod.blocks.2.attn.v_bias, _orig_mod.blocks.2.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.2.ffn.fc1.bias, _orig_mod.blocks.2.ffn.fc2.bias, _orig_mod.blocks.2.ada_lin.1.bias, _orig_mod.blocks.3.attn.scale_mul_1H11, _orig_mod.blocks.3.attn.q_bias, '\n"
                    " '_orig_mod.blocks.3.attn.v_bias, _orig_mod.blocks.3.attn.proj.bias, _orig_mod.blocks.3.ffn.fc1.bias, _orig_mod.blocks.3.ffn.fc2.bias, _orig_mod.blocks.3.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.4.attn.scale_mul_1H11, _orig_mod.blocks.4.attn.q_bias, _orig_mod.blocks.4.attn.v_bias, _orig_mod.blocks.4.attn.proj.bias, _orig_mod.blocks.4.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.4.ffn.fc2.bias, _orig_mod.blocks.4.ada_lin.1.bias, _orig_mod.blocks.5.attn.scale_mul_1H11, _orig_mod.blocks.5.attn.q_bias, _orig_mod.blocks.5.attn.v_bias, '\n"
                    " '_orig_mod.blocks.5.attn.proj.bias, _orig_mod.blocks.5.ffn.fc1.bias, _orig_mod.blocks.5.ffn.fc2.bias, _orig_mod.blocks.5.ada_lin.1.bias, _orig_mod.blocks.6.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.6.attn.q_bias, _orig_mod.blocks.6.attn.v_bias, _orig_mod.blocks.6.attn.proj.bias, _orig_mod.blocks.6.ffn.fc1.bias, _orig_mod.blocks.6.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.6.ada_lin.1.bias, _orig_mod.blocks.7.attn.scale_mul_1H11, _orig_mod.blocks.7.attn.q_bias, _orig_mod.blocks.7.attn.v_bias, _orig_mod.blocks.7.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.7.ffn.fc1.bias, _orig_mod.blocks.7.ffn.fc2.bias, _orig_mod.blocks.7.ada_lin.1.bias, _orig_mod.blocks.8.attn.scale_mul_1H11, _orig_mod.blocks.8.attn.q_bias, '\n"
                    " '_orig_mod.blocks.8.attn.v_bias, _orig_mod.blocks.8.attn.proj.bias, _orig_mod.blocks.8.ffn.fc1.bias, _orig_mod.blocks.8.ffn.fc2.bias, _orig_mod.blocks.8.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.9.attn.scale_mul_1H11, _orig_mod.blocks.9.attn.q_bias, _orig_mod.blocks.9.attn.v_bias, _orig_mod.blocks.9.attn.proj.bias, _orig_mod.blocks.9.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.9.ffn.fc2.bias, _orig_mod.blocks.9.ada_lin.1.bias, _orig_mod.blocks.10.attn.scale_mul_1H11, _orig_mod.blocks.10.attn.q_bias, _orig_mod.blocks.10.attn.v_bias, '\n"
                    " '_orig_mod.blocks.10.attn.proj.bias, _orig_mod.blocks.10.ffn.fc1.bias, _orig_mod.blocks.10.ffn.fc2.bias, _orig_mod.blocks.10.ada_lin.1.bias, _orig_mod.blocks.11.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.11.attn.q_bias, _orig_mod.blocks.11.attn.v_bias, _orig_mod.blocks.11.attn.proj.bias, _orig_mod.blocks.11.ffn.fc1.bias, _orig_mod.blocks.11.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.11.ada_lin.1.bias, _orig_mod.blocks.12.attn.scale_mul_1H11, _orig_mod.blocks.12.attn.q_bias, _orig_mod.blocks.12.attn.v_bias, _orig_mod.blocks.12.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.12.ffn.fc1.bias, _orig_mod.blocks.12.ffn.fc2.bias, _orig_mod.blocks.12.ada_lin.1.bias, _orig_mod.blocks.13.attn.scale_mul_1H11, _orig_mod.blocks.13.attn.q_bias, '\n"
                    " '_orig_mod.blocks.13.attn.v_bias, _orig_mod.blocks.13.attn.proj.bias, _orig_mod.blocks.13.ffn.fc1.bias, _orig_mod.blocks.13.ffn.fc2.bias, _orig_mod.blocks.13.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.14.attn.scale_mul_1H11, _orig_mod.blocks.14.attn.q_bias, _orig_mod.blocks.14.attn.v_bias, _orig_mod.blocks.14.attn.proj.bias, _orig_mod.blocks.14.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.14.ffn.fc2.bias, _orig_mod.blocks.14.ada_lin.1.bias, _orig_mod.blocks.15.attn.scale_mul_1H11, _orig_mod.blocks.15.attn.q_bias, _orig_mod.blocks.15.attn.v_bias, '\n"
                    " '_orig_mod.blocks.15.attn.proj.bias, _orig_mod.blocks.15.ffn.fc1.bias, _orig_mod.blocks.15.ffn.fc2.bias, _orig_mod.blocks.15.ada_lin.1.bias, _orig_mod.blocks.16.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.16.attn.q_bias, _orig_mod.blocks.16.attn.v_bias, _orig_mod.blocks.16.attn.proj.bias, _orig_mod.blocks.16.ffn.fc1.bias, _orig_mod.blocks.16.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.16.ada_lin.1.bias, _orig_mod.head_nm.ada_lin.1.bias, _orig_mod.head.bias')",
          'wd_sc': 0.0}}

[11-16 03:51:33] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank0] type(model).__name__='OptimizedModule' count=213, numel=375213985
[11-16 03:51:26] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 03:51:33] (/home/user/VAR/train.py , line 125)=> [INIT] VAR model = OptimizedModule(
  (_orig_mod): VAR(
    drop_path_rate=0.0708333
    (word_embed): Linear(in_features=24, out_features=1088, bias=False)
    (class_emb): Embedding(1001, 1088)
    (lvl_embed): Embedding(10, 1088)
    (shared_ada_lin): Identity()
    (blocks): ModuleList(
      (0): AdaLNSelfAttn(
        shared_aln=False
        (drop_path): Identity()
        (attn): SelfAttention(
          (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
          (proj): Linear(in_features=1088, out_features=1088, bias=True)
          (proj_drop): Identity()
        )
        (ffn): FFN(
          fused_mlp_func=False
          (fc1): Linear(in_features=1088, out_features=4352, bias=True)
          (act): GELU(approximate='tanh')
          (fc2): Linear(in_features=4352, out_features=1088, bias=True)
          (drop): Identity()
        )
        (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
        (ada_lin): Sequential(
          (0): SiLU()
          (1): Linear(in_features=1088, out_features=6528, bias=True)
        )
      )
      (1-16): 16 x AdaLNSelfAttn(
        shared_aln=False
        (drop_path): DropPath((drop_prob=...))
        (attn): SelfAttention(
          (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
          (proj): Linear(in_features=1088, out_features=1088, bias=True)
          (proj_drop): Identity()
        )
        (ffn): FFN(
          fused_mlp_func=False
          (fc1): Linear(in_features=1088, out_features=4352, bias=True)
          (act): GELU(approximate='tanh')
          (fc2): Linear(in_features=4352, out_features=1088, bias=True)
          (drop): Identity()
        )
        (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
        (ada_lin): Sequential(
          (0): SiLU()
          (1): Linear(in_features=1088, out_features=6528, bias=True)
        )
      )
    )
    (head_nm): AdaLNBeforeHead(
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=2176, bias=True)
      )
    )
    (head): Linear(in_features=1088, out_features=8192, bias=True)
  )
)


[11-16 03:51:33] (/home/user/VAR/train.py , line 127)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 03:51:33] (/home/user/VAR/train.py , line 128)=> [INIT][#para] VAR=375.21


[11-16 03:51:33] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('_orig_mod.word_embed.weight, _orig_mod.class_emb.weight, _orig_mod.blocks.0.attn.mat_qkv.weight, _orig_mod.blocks.0.attn.proj.weight, _orig_mod.blocks.0.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.0.ffn.fc2.weight, _orig_mod.blocks.0.ada_lin.1.weight, _orig_mod.blocks.1.attn.mat_qkv.weight, _orig_mod.blocks.1.attn.proj.weight, _orig_mod.blocks.1.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.1.ffn.fc2.weight, _orig_mod.blocks.1.ada_lin.1.weight, _orig_mod.blocks.2.attn.mat_qkv.weight, _orig_mod.blocks.2.attn.proj.weight, _orig_mod.blocks.2.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.2.ffn.fc2.weight, _orig_mod.blocks.2.ada_lin.1.weight, _orig_mod.blocks.3.attn.mat_qkv.weight, _orig_mod.blocks.3.attn.proj.weight, _orig_mod.blocks.3.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.3.ffn.fc2.weight, _orig_mod.blocks.3.ada_lin.1.weight, _orig_mod.blocks.4.attn.mat_qkv.weight, _orig_mod.blocks.4.attn.proj.weight, _orig_mod.blocks.4.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.4.ffn.fc2.weight, _orig_mod.blocks.4.ada_lin.1.weight, _orig_mod.blocks.5.attn.mat_qkv.weight, _orig_mod.blocks.5.attn.proj.weight, _orig_mod.blocks.5.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.5.ffn.fc2.weight, _orig_mod.blocks.5.ada_lin.1.weight, _orig_mod.blocks.6.attn.mat_qkv.weight, _orig_mod.blocks.6.attn.proj.weight, _orig_mod.blocks.6.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.6.ffn.fc2.weight, _orig_mod.blocks.6.ada_lin.1.weight, _orig_mod.blocks.7.attn.mat_qkv.weight, _orig_mod.blocks.7.attn.proj.weight, _orig_mod.blocks.7.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.7.ffn.fc2.weight, _orig_mod.blocks.7.ada_lin.1.weight, _orig_mod.blocks.8.attn.mat_qkv.weight, _orig_mod.blocks.8.attn.proj.weight, _orig_mod.blocks.8.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.8.ffn.fc2.weight, _orig_mod.blocks.8.ada_lin.1.weight, _orig_mod.blocks.9.attn.mat_qkv.weight, _orig_mod.blocks.9.attn.proj.weight, _orig_mod.blocks.9.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.9.ffn.fc2.weight, _orig_mod.blocks.9.ada_lin.1.weight, _orig_mod.blocks.10.attn.mat_qkv.weight, _orig_mod.blocks.10.attn.proj.weight, _orig_mod.blocks.10.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.10.ffn.fc2.weight, _orig_mod.blocks.10.ada_lin.1.weight, _orig_mod.blocks.11.attn.mat_qkv.weight, _orig_mod.blocks.11.attn.proj.weight, _orig_mod.blocks.11.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.11.ffn.fc2.weight, _orig_mod.blocks.11.ada_lin.1.weight, _orig_mod.blocks.12.attn.mat_qkv.weight, _orig_mod.blocks.12.attn.proj.weight, _orig_mod.blocks.12.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.12.ffn.fc2.weight, _orig_mod.blocks.12.ada_lin.1.weight, _orig_mod.blocks.13.attn.mat_qkv.weight, _orig_mod.blocks.13.attn.proj.weight, _orig_mod.blocks.13.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.13.ffn.fc2.weight, _orig_mod.blocks.13.ada_lin.1.weight, _orig_mod.blocks.14.attn.mat_qkv.weight, _orig_mod.blocks.14.attn.proj.weight, _orig_mod.blocks.14.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.14.ffn.fc2.weight, _orig_mod.blocks.14.ada_lin.1.weight, _orig_mod.blocks.15.attn.mat_qkv.weight, _orig_mod.blocks.15.attn.proj.weight, _orig_mod.blocks.15.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.15.ffn.fc2.weight, _orig_mod.blocks.15.ada_lin.1.weight, _orig_mod.blocks.16.attn.mat_qkv.weight, _orig_mod.blocks.16.attn.proj.weight, _orig_mod.blocks.16.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.16.ffn.fc2.weight, _orig_mod.blocks.16.ada_lin.1.weight, _orig_mod.head_nm.ada_lin.1.weight, _orig_mod.head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('_orig_mod.pos_start, _orig_mod.pos_1LC, _orig_mod.lvl_embed.weight, _orig_mod.blocks.0.attn.scale_mul_1H11, _orig_mod.blocks.0.attn.q_bias, _orig_mod.blocks.0.attn.v_bias, '\n"
                    " '_orig_mod.blocks.0.attn.proj.bias, _orig_mod.blocks.0.ffn.fc1.bias, _orig_mod.blocks.0.ffn.fc2.bias, _orig_mod.blocks.0.ada_lin.1.bias, _orig_mod.blocks.1.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.1.attn.q_bias, _orig_mod.blocks.1.attn.v_bias, _orig_mod.blocks.1.attn.proj.bias, _orig_mod.blocks.1.ffn.fc1.bias, _orig_mod.blocks.1.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.1.ada_lin.1.bias, _orig_mod.blocks.2.attn.scale_mul_1H11, _orig_mod.blocks.2.attn.q_bias, _orig_mod.blocks.2.attn.v_bias, _orig_mod.blocks.2.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.2.ffn.fc1.bias, _orig_mod.blocks.2.ffn.fc2.bias, _orig_mod.blocks.2.ada_lin.1.bias, _orig_mod.blocks.3.attn.scale_mul_1H11, _orig_mod.blocks.3.attn.q_bias, '\n"
                    " '_orig_mod.blocks.3.attn.v_bias, _orig_mod.blocks.3.attn.proj.bias, _orig_mod.blocks.3.ffn.fc1.bias, _orig_mod.blocks.3.ffn.fc2.bias, _orig_mod.blocks.3.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.4.attn.scale_mul_1H11, _orig_mod.blocks.4.attn.q_bias, _orig_mod.blocks.4.attn.v_bias, _orig_mod.blocks.4.attn.proj.bias, _orig_mod.blocks.4.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.4.ffn.fc2.bias, _orig_mod.blocks.4.ada_lin.1.bias, _orig_mod.blocks.5.attn.scale_mul_1H11, _orig_mod.blocks.5.attn.q_bias, _orig_mod.blocks.5.attn.v_bias, '\n"
                    " '_orig_mod.blocks.5.attn.proj.bias, _orig_mod.blocks.5.ffn.fc1.bias, _orig_mod.blocks.5.ffn.fc2.bias, _orig_mod.blocks.5.ada_lin.1.bias, _orig_mod.blocks.6.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.6.attn.q_bias, _orig_mod.blocks.6.attn.v_bias, _orig_mod.blocks.6.attn.proj.bias, _orig_mod.blocks.6.ffn.fc1.bias, _orig_mod.blocks.6.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.6.ada_lin.1.bias, _orig_mod.blocks.7.attn.scale_mul_1H11, _orig_mod.blocks.7.attn.q_bias, _orig_mod.blocks.7.attn.v_bias, _orig_mod.blocks.7.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.7.ffn.fc1.bias, _orig_mod.blocks.7.ffn.fc2.bias, _orig_mod.blocks.7.ada_lin.1.bias, _orig_mod.blocks.8.attn.scale_mul_1H11, _orig_mod.blocks.8.attn.q_bias, '\n"
                    " '_orig_mod.blocks.8.attn.v_bias, _orig_mod.blocks.8.attn.proj.bias, _orig_mod.blocks.8.ffn.fc1.bias, _orig_mod.blocks.8.ffn.fc2.bias, _orig_mod.blocks.8.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.9.attn.scale_mul_1H11, _orig_mod.blocks.9.attn.q_bias, _orig_mod.blocks.9.attn.v_bias, _orig_mod.blocks.9.attn.proj.bias, _orig_mod.blocks.9.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.9.ffn.fc2.bias, _orig_mod.blocks.9.ada_lin.1.bias, _orig_mod.blocks.10.attn.scale_mul_1H11, _orig_mod.blocks.10.attn.q_bias, _orig_mod.blocks.10.attn.v_bias, '\n"
                    " '_orig_mod.blocks.10.attn.proj.bias, _orig_mod.blocks.10.ffn.fc1.bias, _orig_mod.blocks.10.ffn.fc2.bias, _orig_mod.blocks.10.ada_lin.1.bias, _orig_mod.blocks.11.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.11.attn.q_bias, _orig_mod.blocks.11.attn.v_bias, _orig_mod.blocks.11.attn.proj.bias, _orig_mod.blocks.11.ffn.fc1.bias, _orig_mod.blocks.11.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.11.ada_lin.1.bias, _orig_mod.blocks.12.attn.scale_mul_1H11, _orig_mod.blocks.12.attn.q_bias, _orig_mod.blocks.12.attn.v_bias, _orig_mod.blocks.12.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.12.ffn.fc1.bias, _orig_mod.blocks.12.ffn.fc2.bias, _orig_mod.blocks.12.ada_lin.1.bias, _orig_mod.blocks.13.attn.scale_mul_1H11, _orig_mod.blocks.13.attn.q_bias, '\n"
                    " '_orig_mod.blocks.13.attn.v_bias, _orig_mod.blocks.13.attn.proj.bias, _orig_mod.blocks.13.ffn.fc1.bias, _orig_mod.blocks.13.ffn.fc2.bias, _orig_mod.blocks.13.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.14.attn.scale_mul_1H11, _orig_mod.blocks.14.attn.q_bias, _orig_mod.blocks.14.attn.v_bias, _orig_mod.blocks.14.attn.proj.bias, _orig_mod.blocks.14.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.14.ffn.fc2.bias, _orig_mod.blocks.14.ada_lin.1.bias, _orig_mod.blocks.15.attn.scale_mul_1H11, _orig_mod.blocks.15.attn.q_bias, _orig_mod.blocks.15.attn.v_bias, '\n"
                    " '_orig_mod.blocks.15.attn.proj.bias, _orig_mod.blocks.15.ffn.fc1.bias, _orig_mod.blocks.15.ffn.fc2.bias, _orig_mod.blocks.15.ada_lin.1.bias, _orig_mod.blocks.16.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.16.attn.q_bias, _orig_mod.blocks.16.attn.v_bias, _orig_mod.blocks.16.attn.proj.bias, _orig_mod.blocks.16.ffn.fc1.bias, _orig_mod.blocks.16.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.16.ada_lin.1.bias, _orig_mod.head_nm.ada_lin.1.bias, _orig_mod.head.bias')",
          'wd_sc': 0.0}}

[11-16 03:51:33] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank8] type(model).__name__='OptimizedModule' count=213, numel=375213985
[11-16 03:51:26] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 03:51:33] (/home/user/VAR/train.py , line 125)=> [INIT] VAR model = OptimizedModule(
  (_orig_mod): VAR(
    drop_path_rate=0.0708333
    (word_embed): Linear(in_features=24, out_features=1088, bias=False)
    (class_emb): Embedding(1001, 1088)
    (lvl_embed): Embedding(10, 1088)
    (shared_ada_lin): Identity()
    (blocks): ModuleList(
      (0): AdaLNSelfAttn(
        shared_aln=False
        (drop_path): Identity()
        (attn): SelfAttention(
          (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
          (proj): Linear(in_features=1088, out_features=1088, bias=True)
          (proj_drop): Identity()
        )
        (ffn): FFN(
          fused_mlp_func=False
          (fc1): Linear(in_features=1088, out_features=4352, bias=True)
          (act): GELU(approximate='tanh')
          (fc2): Linear(in_features=4352, out_features=1088, bias=True)
          (drop): Identity()
        )
        (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
        (ada_lin): Sequential(
          (0): SiLU()
          (1): Linear(in_features=1088, out_features=6528, bias=True)
        )
      )
      (1-16): 16 x AdaLNSelfAttn(
        shared_aln=False
        (drop_path): DropPath((drop_prob=...))
        (attn): SelfAttention(
          (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
          (proj): Linear(in_features=1088, out_features=1088, bias=True)
          (proj_drop): Identity()
        )
        (ffn): FFN(
          fused_mlp_func=False
          (fc1): Linear(in_features=1088, out_features=4352, bias=True)
          (act): GELU(approximate='tanh')
          (fc2): Linear(in_features=4352, out_features=1088, bias=True)
          (drop): Identity()
        )
        (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
        (ada_lin): Sequential(
          (0): SiLU()
          (1): Linear(in_features=1088, out_features=6528, bias=True)
        )
      )
    )
    (head_nm): AdaLNBeforeHead(
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=2176, bias=True)
      )
    )
    (head): Linear(in_features=1088, out_features=8192, bias=True)
  )
)


[11-16 03:51:33] (/home/user/VAR/train.py , line 127)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 03:51:33] (/home/user/VAR/train.py , line 128)=> [INIT][#para] VAR=375.21


[11-16 03:51:33] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('_orig_mod.word_embed.weight, _orig_mod.class_emb.weight, _orig_mod.blocks.0.attn.mat_qkv.weight, _orig_mod.blocks.0.attn.proj.weight, _orig_mod.blocks.0.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.0.ffn.fc2.weight, _orig_mod.blocks.0.ada_lin.1.weight, _orig_mod.blocks.1.attn.mat_qkv.weight, _orig_mod.blocks.1.attn.proj.weight, _orig_mod.blocks.1.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.1.ffn.fc2.weight, _orig_mod.blocks.1.ada_lin.1.weight, _orig_mod.blocks.2.attn.mat_qkv.weight, _orig_mod.blocks.2.attn.proj.weight, _orig_mod.blocks.2.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.2.ffn.fc2.weight, _orig_mod.blocks.2.ada_lin.1.weight, _orig_mod.blocks.3.attn.mat_qkv.weight, _orig_mod.blocks.3.attn.proj.weight, _orig_mod.blocks.3.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.3.ffn.fc2.weight, _orig_mod.blocks.3.ada_lin.1.weight, _orig_mod.blocks.4.attn.mat_qkv.weight, _orig_mod.blocks.4.attn.proj.weight, _orig_mod.blocks.4.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.4.ffn.fc2.weight, _orig_mod.blocks.4.ada_lin.1.weight, _orig_mod.blocks.5.attn.mat_qkv.weight, _orig_mod.blocks.5.attn.proj.weight, _orig_mod.blocks.5.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.5.ffn.fc2.weight, _orig_mod.blocks.5.ada_lin.1.weight, _orig_mod.blocks.6.attn.mat_qkv.weight, _orig_mod.blocks.6.attn.proj.weight, _orig_mod.blocks.6.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.6.ffn.fc2.weight, _orig_mod.blocks.6.ada_lin.1.weight, _orig_mod.blocks.7.attn.mat_qkv.weight, _orig_mod.blocks.7.attn.proj.weight, _orig_mod.blocks.7.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.7.ffn.fc2.weight, _orig_mod.blocks.7.ada_lin.1.weight, _orig_mod.blocks.8.attn.mat_qkv.weight, _orig_mod.blocks.8.attn.proj.weight, _orig_mod.blocks.8.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.8.ffn.fc2.weight, _orig_mod.blocks.8.ada_lin.1.weight, _orig_mod.blocks.9.attn.mat_qkv.weight, _orig_mod.blocks.9.attn.proj.weight, _orig_mod.blocks.9.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.9.ffn.fc2.weight, _orig_mod.blocks.9.ada_lin.1.weight, _orig_mod.blocks.10.attn.mat_qkv.weight, _orig_mod.blocks.10.attn.proj.weight, _orig_mod.blocks.10.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.10.ffn.fc2.weight, _orig_mod.blocks.10.ada_lin.1.weight, _orig_mod.blocks.11.attn.mat_qkv.weight, _orig_mod.blocks.11.attn.proj.weight, _orig_mod.blocks.11.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.11.ffn.fc2.weight, _orig_mod.blocks.11.ada_lin.1.weight, _orig_mod.blocks.12.attn.mat_qkv.weight, _orig_mod.blocks.12.attn.proj.weight, _orig_mod.blocks.12.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.12.ffn.fc2.weight, _orig_mod.blocks.12.ada_lin.1.weight, _orig_mod.blocks.13.attn.mat_qkv.weight, _orig_mod.blocks.13.attn.proj.weight, _orig_mod.blocks.13.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.13.ffn.fc2.weight, _orig_mod.blocks.13.ada_lin.1.weight, _orig_mod.blocks.14.attn.mat_qkv.weight, _orig_mod.blocks.14.attn.proj.weight, _orig_mod.blocks.14.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.14.ffn.fc2.weight, _orig_mod.blocks.14.ada_lin.1.weight, _orig_mod.blocks.15.attn.mat_qkv.weight, _orig_mod.blocks.15.attn.proj.weight, _orig_mod.blocks.15.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.15.ffn.fc2.weight, _orig_mod.blocks.15.ada_lin.1.weight, _orig_mod.blocks.16.attn.mat_qkv.weight, _orig_mod.blocks.16.attn.proj.weight, _orig_mod.blocks.16.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.16.ffn.fc2.weight, _orig_mod.blocks.16.ada_lin.1.weight, _orig_mod.head_nm.ada_lin.1.weight, _orig_mod.head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('_orig_mod.pos_start, _orig_mod.pos_1LC, _orig_mod.lvl_embed.weight, _orig_mod.blocks.0.attn.scale_mul_1H11, _orig_mod.blocks.0.attn.q_bias, _orig_mod.blocks.0.attn.v_bias, '\n"
                    " '_orig_mod.blocks.0.attn.proj.bias, _orig_mod.blocks.0.ffn.fc1.bias, _orig_mod.blocks.0.ffn.fc2.bias, _orig_mod.blocks.0.ada_lin.1.bias, _orig_mod.blocks.1.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.1.attn.q_bias, _orig_mod.blocks.1.attn.v_bias, _orig_mod.blocks.1.attn.proj.bias, _orig_mod.blocks.1.ffn.fc1.bias, _orig_mod.blocks.1.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.1.ada_lin.1.bias, _orig_mod.blocks.2.attn.scale_mul_1H11, _orig_mod.blocks.2.attn.q_bias, _orig_mod.blocks.2.attn.v_bias, _orig_mod.blocks.2.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.2.ffn.fc1.bias, _orig_mod.blocks.2.ffn.fc2.bias, _orig_mod.blocks.2.ada_lin.1.bias, _orig_mod.blocks.3.attn.scale_mul_1H11, _orig_mod.blocks.3.attn.q_bias, '\n"
                    " '_orig_mod.blocks.3.attn.v_bias, _orig_mod.blocks.3.attn.proj.bias, _orig_mod.blocks.3.ffn.fc1.bias, _orig_mod.blocks.3.ffn.fc2.bias, _orig_mod.blocks.3.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.4.attn.scale_mul_1H11, _orig_mod.blocks.4.attn.q_bias, _orig_mod.blocks.4.attn.v_bias, _orig_mod.blocks.4.attn.proj.bias, _orig_mod.blocks.4.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.4.ffn.fc2.bias, _orig_mod.blocks.4.ada_lin.1.bias, _orig_mod.blocks.5.attn.scale_mul_1H11, _orig_mod.blocks.5.attn.q_bias, _orig_mod.blocks.5.attn.v_bias, '\n"
                    " '_orig_mod.blocks.5.attn.proj.bias, _orig_mod.blocks.5.ffn.fc1.bias, _orig_mod.blocks.5.ffn.fc2.bias, _orig_mod.blocks.5.ada_lin.1.bias, _orig_mod.blocks.6.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.6.attn.q_bias, _orig_mod.blocks.6.attn.v_bias, _orig_mod.blocks.6.attn.proj.bias, _orig_mod.blocks.6.ffn.fc1.bias, _orig_mod.blocks.6.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.6.ada_lin.1.bias, _orig_mod.blocks.7.attn.scale_mul_1H11, _orig_mod.blocks.7.attn.q_bias, _orig_mod.blocks.7.attn.v_bias, _orig_mod.blocks.7.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.7.ffn.fc1.bias, _orig_mod.blocks.7.ffn.fc2.bias, _orig_mod.blocks.7.ada_lin.1.bias, _orig_mod.blocks.8.attn.scale_mul_1H11, _orig_mod.blocks.8.attn.q_bias, '\n"
                    " '_orig_mod.blocks.8.attn.v_bias, _orig_mod.blocks.8.attn.proj.bias, _orig_mod.blocks.8.ffn.fc1.bias, _orig_mod.blocks.8.ffn.fc2.bias, _orig_mod.blocks.8.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.9.attn.scale_mul_1H11, _orig_mod.blocks.9.attn.q_bias, _orig_mod.blocks.9.attn.v_bias, _orig_mod.blocks.9.attn.proj.bias, _orig_mod.blocks.9.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.9.ffn.fc2.bias, _orig_mod.blocks.9.ada_lin.1.bias, _orig_mod.blocks.10.attn.scale_mul_1H11, _orig_mod.blocks.10.attn.q_bias, _orig_mod.blocks.10.attn.v_bias, '\n"
                    " '_orig_mod.blocks.10.attn.proj.bias, _orig_mod.blocks.10.ffn.fc1.bias, _orig_mod.blocks.10.ffn.fc2.bias, _orig_mod.blocks.10.ada_lin.1.bias, _orig_mod.blocks.11.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.11.attn.q_bias, _orig_mod.blocks.11.attn.v_bias, _orig_mod.blocks.11.attn.proj.bias, _orig_mod.blocks.11.ffn.fc1.bias, _orig_mod.blocks.11.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.11.ada_lin.1.bias, _orig_mod.blocks.12.attn.scale_mul_1H11, _orig_mod.blocks.12.attn.q_bias, _orig_mod.blocks.12.attn.v_bias, _orig_mod.blocks.12.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.12.ffn.fc1.bias, _orig_mod.blocks.12.ffn.fc2.bias, _orig_mod.blocks.12.ada_lin.1.bias, _orig_mod.blocks.13.attn.scale_mul_1H11, _orig_mod.blocks.13.attn.q_bias, '\n"
                    " '_orig_mod.blocks.13.attn.v_bias, _orig_mod.blocks.13.attn.proj.bias, _orig_mod.blocks.13.ffn.fc1.bias, _orig_mod.blocks.13.ffn.fc2.bias, _orig_mod.blocks.13.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.14.attn.scale_mul_1H11, _orig_mod.blocks.14.attn.q_bias, _orig_mod.blocks.14.attn.v_bias, _orig_mod.blocks.14.attn.proj.bias, _orig_mod.blocks.14.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.14.ffn.fc2.bias, _orig_mod.blocks.14.ada_lin.1.bias, _orig_mod.blocks.15.attn.scale_mul_1H11, _orig_mod.blocks.15.attn.q_bias, _orig_mod.blocks.15.attn.v_bias, '\n"
                    " '_orig_mod.blocks.15.attn.proj.bias, _orig_mod.blocks.15.ffn.fc1.bias, _orig_mod.blocks.15.ffn.fc2.bias, _orig_mod.blocks.15.ada_lin.1.bias, _orig_mod.blocks.16.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.16.attn.q_bias, _orig_mod.blocks.16.attn.v_bias, _orig_mod.blocks.16.attn.proj.bias, _orig_mod.blocks.16.ffn.fc1.bias, _orig_mod.blocks.16.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.16.ada_lin.1.bias, _orig_mod.head_nm.ada_lin.1.bias, _orig_mod.head.bias')",
          'wd_sc': 0.0}}

[11-16 03:51:33] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank16] type(model).__name__='OptimizedModule' count=213, numel=375213985
[11-16 03:51:27] (e/user/VAR/models/var.py, line 442)=> [init_weights] VAR with init_std=0.0175035
[11-16 03:51:33] (/home/user/VAR/train.py , line 125)=> [INIT] VAR model = OptimizedModule(
  (_orig_mod): VAR(
    drop_path_rate=0.0708333
    (word_embed): Linear(in_features=24, out_features=1088, bias=False)
    (class_emb): Embedding(1001, 1088)
    (lvl_embed): Embedding(10, 1088)
    (shared_ada_lin): Identity()
    (blocks): ModuleList(
      (0): AdaLNSelfAttn(
        shared_aln=False
        (drop_path): Identity()
        (attn): SelfAttention(
          (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
          (proj): Linear(in_features=1088, out_features=1088, bias=True)
          (proj_drop): Identity()
        )
        (ffn): FFN(
          fused_mlp_func=False
          (fc1): Linear(in_features=1088, out_features=4352, bias=True)
          (act): GELU(approximate='tanh')
          (fc2): Linear(in_features=4352, out_features=1088, bias=True)
          (drop): Identity()
        )
        (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
        (ada_lin): Sequential(
          (0): SiLU()
          (1): Linear(in_features=1088, out_features=6528, bias=True)
        )
      )
      (1-16): 16 x AdaLNSelfAttn(
        shared_aln=False
        (drop_path): DropPath((drop_prob=...))
        (attn): SelfAttention(
          (mat_qkv): Linear(in_features=1088, out_features=3264, bias=False)
          (proj): Linear(in_features=1088, out_features=1088, bias=True)
          (proj_drop): Identity()
        )
        (ffn): FFN(
          fused_mlp_func=False
          (fc1): Linear(in_features=1088, out_features=4352, bias=True)
          (act): GELU(approximate='tanh')
          (fc2): Linear(in_features=4352, out_features=1088, bias=True)
          (drop): Identity()
        )
        (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
        (ada_lin): Sequential(
          (0): SiLU()
          (1): Linear(in_features=1088, out_features=6528, bias=True)
        )
      )
    )
    (head_nm): AdaLNBeforeHead(
      (ln_wo_grad): LayerNorm((1088,), eps=1e-06, elementwise_affine=False)
      (ada_lin): Sequential(
        (0): SiLU()
        (1): Linear(in_features=1088, out_features=2176, bias=True)
      )
    )
    (head): Linear(in_features=1088, out_features=8192, bias=True)
  )
)


[11-16 03:51:33] (/home/user/VAR/train.py , line 127)=> [INIT][#para] VAE=171.96, VAE.enc=86.05, VAE.dec=85.87, VAE.quant=0.01
[11-16 03:51:33] (/home/user/VAR/train.py , line 128)=> [INIT][#para] VAR=375.21


[11-16 03:51:33] (/VAR/utils/lr_control.py, line  99)=> [get_param_groups] param_groups = 
{ 'D': { 'lr_sc': 1.0,
         'params': "('_orig_mod.word_embed.weight, _orig_mod.class_emb.weight, _orig_mod.blocks.0.attn.mat_qkv.weight, _orig_mod.blocks.0.attn.proj.weight, _orig_mod.blocks.0.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.0.ffn.fc2.weight, _orig_mod.blocks.0.ada_lin.1.weight, _orig_mod.blocks.1.attn.mat_qkv.weight, _orig_mod.blocks.1.attn.proj.weight, _orig_mod.blocks.1.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.1.ffn.fc2.weight, _orig_mod.blocks.1.ada_lin.1.weight, _orig_mod.blocks.2.attn.mat_qkv.weight, _orig_mod.blocks.2.attn.proj.weight, _orig_mod.blocks.2.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.2.ffn.fc2.weight, _orig_mod.blocks.2.ada_lin.1.weight, _orig_mod.blocks.3.attn.mat_qkv.weight, _orig_mod.blocks.3.attn.proj.weight, _orig_mod.blocks.3.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.3.ffn.fc2.weight, _orig_mod.blocks.3.ada_lin.1.weight, _orig_mod.blocks.4.attn.mat_qkv.weight, _orig_mod.blocks.4.attn.proj.weight, _orig_mod.blocks.4.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.4.ffn.fc2.weight, _orig_mod.blocks.4.ada_lin.1.weight, _orig_mod.blocks.5.attn.mat_qkv.weight, _orig_mod.blocks.5.attn.proj.weight, _orig_mod.blocks.5.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.5.ffn.fc2.weight, _orig_mod.blocks.5.ada_lin.1.weight, _orig_mod.blocks.6.attn.mat_qkv.weight, _orig_mod.blocks.6.attn.proj.weight, _orig_mod.blocks.6.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.6.ffn.fc2.weight, _orig_mod.blocks.6.ada_lin.1.weight, _orig_mod.blocks.7.attn.mat_qkv.weight, _orig_mod.blocks.7.attn.proj.weight, _orig_mod.blocks.7.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.7.ffn.fc2.weight, _orig_mod.blocks.7.ada_lin.1.weight, _orig_mod.blocks.8.attn.mat_qkv.weight, _orig_mod.blocks.8.attn.proj.weight, _orig_mod.blocks.8.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.8.ffn.fc2.weight, _orig_mod.blocks.8.ada_lin.1.weight, _orig_mod.blocks.9.attn.mat_qkv.weight, _orig_mod.blocks.9.attn.proj.weight, _orig_mod.blocks.9.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.9.ffn.fc2.weight, _orig_mod.blocks.9.ada_lin.1.weight, _orig_mod.blocks.10.attn.mat_qkv.weight, _orig_mod.blocks.10.attn.proj.weight, _orig_mod.blocks.10.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.10.ffn.fc2.weight, _orig_mod.blocks.10.ada_lin.1.weight, _orig_mod.blocks.11.attn.mat_qkv.weight, _orig_mod.blocks.11.attn.proj.weight, _orig_mod.blocks.11.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.11.ffn.fc2.weight, _orig_mod.blocks.11.ada_lin.1.weight, _orig_mod.blocks.12.attn.mat_qkv.weight, _orig_mod.blocks.12.attn.proj.weight, _orig_mod.blocks.12.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.12.ffn.fc2.weight, _orig_mod.blocks.12.ada_lin.1.weight, _orig_mod.blocks.13.attn.mat_qkv.weight, _orig_mod.blocks.13.attn.proj.weight, _orig_mod.blocks.13.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.13.ffn.fc2.weight, _orig_mod.blocks.13.ada_lin.1.weight, _orig_mod.blocks.14.attn.mat_qkv.weight, _orig_mod.blocks.14.attn.proj.weight, _orig_mod.blocks.14.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.14.ffn.fc2.weight, _orig_mod.blocks.14.ada_lin.1.weight, _orig_mod.blocks.15.attn.mat_qkv.weight, _orig_mod.blocks.15.attn.proj.weight, _orig_mod.blocks.15.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.15.ffn.fc2.weight, _orig_mod.blocks.15.ada_lin.1.weight, _orig_mod.blocks.16.attn.mat_qkv.weight, _orig_mod.blocks.16.attn.proj.weight, _orig_mod.blocks.16.ffn.fc1.weight, '\n"
                   " '_orig_mod.blocks.16.ffn.fc2.weight, _orig_mod.blocks.16.ada_lin.1.weight, _orig_mod.head_nm.ada_lin.1.weight, _orig_mod.head.weight')",
         'wd_sc': 1.0},
  'ND': { 'lr_sc': 1.0,
          'params': "('_orig_mod.pos_start, _orig_mod.pos_1LC, _orig_mod.lvl_embed.weight, _orig_mod.blocks.0.attn.scale_mul_1H11, _orig_mod.blocks.0.attn.q_bias, _orig_mod.blocks.0.attn.v_bias, '\n"
                    " '_orig_mod.blocks.0.attn.proj.bias, _orig_mod.blocks.0.ffn.fc1.bias, _orig_mod.blocks.0.ffn.fc2.bias, _orig_mod.blocks.0.ada_lin.1.bias, _orig_mod.blocks.1.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.1.attn.q_bias, _orig_mod.blocks.1.attn.v_bias, _orig_mod.blocks.1.attn.proj.bias, _orig_mod.blocks.1.ffn.fc1.bias, _orig_mod.blocks.1.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.1.ada_lin.1.bias, _orig_mod.blocks.2.attn.scale_mul_1H11, _orig_mod.blocks.2.attn.q_bias, _orig_mod.blocks.2.attn.v_bias, _orig_mod.blocks.2.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.2.ffn.fc1.bias, _orig_mod.blocks.2.ffn.fc2.bias, _orig_mod.blocks.2.ada_lin.1.bias, _orig_mod.blocks.3.attn.scale_mul_1H11, _orig_mod.blocks.3.attn.q_bias, '\n"
                    " '_orig_mod.blocks.3.attn.v_bias, _orig_mod.blocks.3.attn.proj.bias, _orig_mod.blocks.3.ffn.fc1.bias, _orig_mod.blocks.3.ffn.fc2.bias, _orig_mod.blocks.3.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.4.attn.scale_mul_1H11, _orig_mod.blocks.4.attn.q_bias, _orig_mod.blocks.4.attn.v_bias, _orig_mod.blocks.4.attn.proj.bias, _orig_mod.blocks.4.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.4.ffn.fc2.bias, _orig_mod.blocks.4.ada_lin.1.bias, _orig_mod.blocks.5.attn.scale_mul_1H11, _orig_mod.blocks.5.attn.q_bias, _orig_mod.blocks.5.attn.v_bias, '\n"
                    " '_orig_mod.blocks.5.attn.proj.bias, _orig_mod.blocks.5.ffn.fc1.bias, _orig_mod.blocks.5.ffn.fc2.bias, _orig_mod.blocks.5.ada_lin.1.bias, _orig_mod.blocks.6.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.6.attn.q_bias, _orig_mod.blocks.6.attn.v_bias, _orig_mod.blocks.6.attn.proj.bias, _orig_mod.blocks.6.ffn.fc1.bias, _orig_mod.blocks.6.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.6.ada_lin.1.bias, _orig_mod.blocks.7.attn.scale_mul_1H11, _orig_mod.blocks.7.attn.q_bias, _orig_mod.blocks.7.attn.v_bias, _orig_mod.blocks.7.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.7.ffn.fc1.bias, _orig_mod.blocks.7.ffn.fc2.bias, _orig_mod.blocks.7.ada_lin.1.bias, _orig_mod.blocks.8.attn.scale_mul_1H11, _orig_mod.blocks.8.attn.q_bias, '\n"
                    " '_orig_mod.blocks.8.attn.v_bias, _orig_mod.blocks.8.attn.proj.bias, _orig_mod.blocks.8.ffn.fc1.bias, _orig_mod.blocks.8.ffn.fc2.bias, _orig_mod.blocks.8.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.9.attn.scale_mul_1H11, _orig_mod.blocks.9.attn.q_bias, _orig_mod.blocks.9.attn.v_bias, _orig_mod.blocks.9.attn.proj.bias, _orig_mod.blocks.9.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.9.ffn.fc2.bias, _orig_mod.blocks.9.ada_lin.1.bias, _orig_mod.blocks.10.attn.scale_mul_1H11, _orig_mod.blocks.10.attn.q_bias, _orig_mod.blocks.10.attn.v_bias, '\n"
                    " '_orig_mod.blocks.10.attn.proj.bias, _orig_mod.blocks.10.ffn.fc1.bias, _orig_mod.blocks.10.ffn.fc2.bias, _orig_mod.blocks.10.ada_lin.1.bias, _orig_mod.blocks.11.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.11.attn.q_bias, _orig_mod.blocks.11.attn.v_bias, _orig_mod.blocks.11.attn.proj.bias, _orig_mod.blocks.11.ffn.fc1.bias, _orig_mod.blocks.11.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.11.ada_lin.1.bias, _orig_mod.blocks.12.attn.scale_mul_1H11, _orig_mod.blocks.12.attn.q_bias, _orig_mod.blocks.12.attn.v_bias, _orig_mod.blocks.12.attn.proj.bias, '\n"
                    " '_orig_mod.blocks.12.ffn.fc1.bias, _orig_mod.blocks.12.ffn.fc2.bias, _orig_mod.blocks.12.ada_lin.1.bias, _orig_mod.blocks.13.attn.scale_mul_1H11, _orig_mod.blocks.13.attn.q_bias, '\n"
                    " '_orig_mod.blocks.13.attn.v_bias, _orig_mod.blocks.13.attn.proj.bias, _orig_mod.blocks.13.ffn.fc1.bias, _orig_mod.blocks.13.ffn.fc2.bias, _orig_mod.blocks.13.ada_lin.1.bias, '\n"
                    " '_orig_mod.blocks.14.attn.scale_mul_1H11, _orig_mod.blocks.14.attn.q_bias, _orig_mod.blocks.14.attn.v_bias, _orig_mod.blocks.14.attn.proj.bias, _orig_mod.blocks.14.ffn.fc1.bias, '\n"
                    " '_orig_mod.blocks.14.ffn.fc2.bias, _orig_mod.blocks.14.ada_lin.1.bias, _orig_mod.blocks.15.attn.scale_mul_1H11, _orig_mod.blocks.15.attn.q_bias, _orig_mod.blocks.15.attn.v_bias, '\n"
                    " '_orig_mod.blocks.15.attn.proj.bias, _orig_mod.blocks.15.ffn.fc1.bias, _orig_mod.blocks.15.ffn.fc2.bias, _orig_mod.blocks.15.ada_lin.1.bias, _orig_mod.blocks.16.attn.scale_mul_1H11, '\n"
                    " '_orig_mod.blocks.16.attn.q_bias, _orig_mod.blocks.16.attn.v_bias, _orig_mod.blocks.16.attn.proj.bias, _orig_mod.blocks.16.ffn.fc1.bias, _orig_mod.blocks.16.ffn.fc2.bias, '\n"
                    " '_orig_mod.blocks.16.ada_lin.1.bias, _orig_mod.head_nm.ada_lin.1.bias, _orig_mod.head.bias')",
          'wd_sc': 0.0}}

[11-16 03:51:33] (/VAR/utils/lr_control.py, line 104)=> [get_param_groups][rank24] type(model).__name__='OptimizedModule' count=213, numel=375213985
[11-16 03:51:33] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 03:51:33] (/home/user/VAR/train.py , line 143)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 0.00015000000000000001, 'weight_decay': 0}

[11-16 04:00:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [   0/1669]  eta: 10 days, 20:40:32  tlr: 7.5e-07  tnm: 0.05  Lm: 8.318 (8.318)  Lt: 8.318 (8.318)  Accm: 0.01 (0.01)  Acct: 0.00 (0.00)  time: 562.2724  data: 0.0005
[11-16 03:51:33] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 03:51:33] (/home/user/VAR/train.py , line 143)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 0.00015000000000000001, 'weight_decay': 0}

[11-16 04:00:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [   0/1669]  eta: 10 days, 20:40:33  tlr: 7.5e-07  tnm: 0.05  Lm: 8.318 (8.318)  Lt: 8.318 (8.318)  Accm: 0.03 (0.03)  Acct: 0.03 (0.03)  time: 562.2732  data: 0.0005
[11-16 03:51:33] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 03:51:33] (/home/user/VAR/train.py , line 143)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 0.00015000000000000001, 'weight_decay': 0}

[11-16 04:00:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [   0/1669]  eta: 10 days, 20:40:45  tlr: 7.5e-07  tnm: 0.05  Lm: 8.318 (8.318)  Lt: 8.318 (8.318)  Accm: 0.01 (0.01)  Acct: 0.02 (0.02)  time: 562.2802  data: 0.0005
[11-16 03:51:33] (/VAR/utils/lr_control.py, line 105)=> 
[11-16 03:51:33] (/home/user/VAR/train.py , line 143)=> [INIT] optim=functools.partial(<class 'torch.optim.adamw.AdamW'>, betas=(0.9, 0.95), fused=True), opt_kw={'lr': 0.00015000000000000001, 'weight_decay': 0}

[11-16 04:00:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [   0/1669]  eta: 10 days, 20:20:44  tlr: 7.5e-07  tnm: 0.05  Lm: 8.318 (8.318)  Lt: 8.318 (8.318)  Accm: 0.01 (0.01)  Acct: 0.00 (0.00)  time: 561.5607  data: 0.0005
[11-16 04:05:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [ 417/1669]  eta: 0:41:07  tlr: 6.1e-06  tnm: 0.05  Lm: 8.314 (8.314)  Lt: 8.314 (8.314)  Accm: 0.03 (0.03)  Acct: 0.01 (0.01)  time: 0.3947  data: 0.0002
[11-16 04:05:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [ 417/1669]  eta: 0:41:09  tlr: 6.1e-06  tnm: 0.05  Lm: 8.314 (8.314)  Lt: 8.314 (8.314)  Accm: 0.03 (0.03)  Acct: 0.03 (0.03)  time: 0.3947  data: 0.0002
[11-16 04:05:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [ 417/1669]  eta: 0:41:09  tlr: 6.1e-06  tnm: 0.05  Lm: 8.314 (8.314)  Lt: 8.314 (8.314)  Accm: 0.04 (0.04)  Acct: 0.04 (0.04)  time: 0.3947  data: 0.0002
[11-16 04:05:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [ 417/1669]  eta: 0:41:09  tlr: 6.1e-06  tnm: 0.05  Lm: 8.314 (8.314)  Lt: 8.314 (8.314)  Accm: 0.03 (0.03)  Acct: 0.03 (0.03)  time: 0.3947  data: 0.0003
[11-16 04:08:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [ 834/1669]  eta: 0:16:32  tlr: 1.1e-05  tnm: 0.05  Lm: 8.309 (8.301)  Lt: 8.311 (8.298)  Accm: 0.03 (0.04)  Acct: 0.03 (0.05)  time: 0.4026  data: 0.0002
[11-16 04:08:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [ 834/1669]  eta: 0:16:31  tlr: 1.1e-05  tnm: 0.05  Lm: 8.310 (8.302)  Lt: 8.310 (8.299)  Accm: 0.06 (0.05)  Acct: 0.02 (0.05)  time: 0.4026  data: 0.0002
[11-16 04:08:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [ 834/1669]  eta: 0:16:32  tlr: 1.1e-05  tnm: 0.05  Lm: 8.310 (8.303)  Lt: 8.310 (8.300)  Accm: 0.04 (0.04)  Acct: 0.03 (0.03)  time: 0.4026  data: 0.0002
[11-16 04:08:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [ 834/1669]  eta: 0:16:32  tlr: 1.1e-05  tnm: 0.05  Lm: 8.310 (8.303)  Lt: 8.310 (8.299)  Accm: 0.07 (0.05)  Acct: 0.07 (0.06)  time: 0.4026  data: 0.0002
[11-16 04:10:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [1251/1669]  eta: 0:06:27  tlr: 1.7e-05  tnm: 0.15  Lm: 8.295 (8.289)  Lt: 8.290 (8.283)  Accm: 0.07 (0.06)  Acct: 0.06 (0.06)  time: 0.4024  data: 0.0002
[11-16 04:10:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [1251/1669]  eta: 0:06:27  tlr: 1.7e-05  tnm: 0.15  Lm: 8.295 (8.290)  Lt: 8.291 (8.285)  Accm: 0.05 (0.05)  Acct: 0.04 (0.03)  time: 0.4024  data: 0.0002
[11-16 04:10:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [1251/1669]  eta: 0:06:27  tlr: 1.7e-05  tnm: 0.15  Lm: 8.292 (8.289)  Lt: 8.289 (8.284)  Accm: 0.05 (0.05)  Acct: 0.06 (0.08)  time: 0.4024  data: 0.0002
[11-16 04:10:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [1251/1669]  eta: 0:06:27  tlr: 1.7e-05  tnm: 0.15  Lm: 8.294 (8.290)  Lt: 8.289 (8.285)  Accm: 0.05 (0.05)  Acct: 0.02 (0.04)  time: 0.4024  data: 0.0002
[11-16 04:13:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [1668/1669]  eta: 0:00:00  tlr: 2.2e-05  tnm: 0.20  Lm: 8.278 (8.278)  Lt: 8.268 (8.271)  Accm: 0.04 (0.05)  Acct: 0.02 (0.04)  time: 0.3973  data: 0.0018
[11-16 04:13:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   0/350]   Total time:      0:22:08   (0.796 s / it)
[11-16 04:13:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [1668/1669]  eta: 0:00:00  tlr: 2.2e-05  tnm: 0.20  Lm: 8.280 (8.277)  Lt: 8.272 (8.269)  Accm: 0.06 (0.05)  Acct: 0.05 (0.04)  time: 0.3974  data: 0.0015
[11-16 04:13:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [1668/1669]  eta: 0:00:00  tlr: 2.2e-05  tnm: 0.20  Lm: 8.280 (8.275)  Lt: 8.270 (8.266)  Accm: 0.07 (0.07)  Acct: 0.07 (0.08)  time: 0.3973  data: 0.0016
[11-16 04:13:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   0/350]  [1668/1669]  eta: 0:00:00  tlr: 2.2e-05  tnm: 0.20  Lm: 8.274 (8.276)  Lt: 8.267 (8.267)  Accm: 0.07 (0.06)  Acct: 0.09 (0.08)  time: 0.3973  data: 0.0017
[11-16 04:13:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   0/350]   Total time:      0:22:09   (0.796 s / it)
[11-16 04:13:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   0/350]   Total time:      0:22:09   (0.796 s / it)
[11-16 04:13:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   0/350]   Total time:      0:22:09   (0.796 s / it)
[11-16 04:13:42] (/home/user/VAR/train.py , line 276)=>      [ep0]  (training )  Lm: 8.276 (8.276), Lt: 8.268 (8.268),  Acc m&t: 0.06 0.06,  Remain: 2 days, 17:37:48,  Finish: 2024-11-18 05:51
[11-16 04:13:42] (/home/user/VAR/train.py , line 276)=>      [ep0]  (training )  Lm: 8.276 (8.276), Lt: 8.268 (8.268),  Acc m&t: 0.06 0.06,  Remain: 2 days, 17:37:13,  Finish: 2024-11-18 05:50
[11-16 04:13:42] (/home/user/VAR/train.py , line 276)=>      [ep0]  (training )  Lm: 8.276 (8.276), Lt: 8.268 (8.268),  Acc m&t: 0.06 0.06,  Remain: 2 days, 17:36:47,  Finish: 2024-11-18 05:50
[11-16 04:13:42] (/home/user/VAR/train.py , line 276)=>      [ep0]  (training )  Lm: 8.276 (8.276), Lt: 8.268 (8.268),  Acc m&t: 0.06 0.06,  Remain: 2 days, 17:36:52,  Finish: 2024-11-18 05:50
[11-16 04:13:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [   0/1669]  eta: 0:10:04  tlr: 2.2e-05  tnm: 0.22  Lm: 8.219 (8.219)  Lt: 8.195 (8.195)  Accm: 0.03 (0.03)  Acct: 0.03 (0.03)  time: 0.3623  data: 0.0004
[11-16 04:13:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [   0/1669]  eta: 0:10:04  tlr: 2.2e-05  tnm: 0.22  Lm: 8.224 (8.224)  Lt: 8.202 (8.202)  Accm: 0.07 (0.07)  Acct: 0.09 (0.09)  time: 0.3620  data: 0.0003
[11-16 04:13:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [   0/1669]  eta: 0:10:05  tlr: 2.2e-05  tnm: 0.22  Lm: 8.213 (8.213)  Lt: 8.192 (8.192)  Accm: 0.04 (0.04)  Acct: 0.05 (0.05)  time: 0.3628  data: 0.0004
[11-16 04:13:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [   0/1669]  eta: 0:10:06  tlr: 2.2e-05  tnm: 0.22  Lm: 8.222 (8.222)  Lt: 8.193 (8.193)  Accm: 0.08 (0.08)  Acct: 0.09 (0.09)  time: 0.3637  data: 0.0004
[11-16 04:16:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [ 417/1669]  eta: 0:08:30  tlr: 2.7e-05  tnm: 0.31  Lm: 8.190 (8.190)  Lt: 8.178 (8.178)  Accm: 0.09 (0.09)  Acct: 0.07 (0.07)  time: 0.4017  data: 0.0002
[11-16 04:16:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [ 417/1669]  eta: 0:08:30  tlr: 2.7e-05  tnm: 0.31  Lm: 8.192 (8.192)  Lt: 8.180 (8.180)  Accm: 0.08 (0.08)  Acct: 0.05 (0.05)  time: 0.4017  data: 0.0002
[11-16 04:16:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [ 417/1669]  eta: 0:08:30  tlr: 2.7e-05  tnm: 0.31  Lm: 8.186 (8.186)  Lt: 8.180 (8.180)  Accm: 0.07 (0.07)  Acct: 0.08 (0.08)  time: 0.4017  data: 0.0002
[11-16 04:16:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [ 417/1669]  eta: 0:08:30  tlr: 2.7e-05  tnm: 0.31  Lm: 8.192 (8.192)  Lt: 8.174 (8.174)  Accm: 0.11 (0.11)  Acct: 0.10 (0.10)  time: 0.4017  data: 0.0002
[11-16 04:19:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [ 834/1669]  eta: 0:05:41  tlr: 3.3e-05  tnm: 1.96  Lm: 8.161 (8.085)  Lt: 8.155 (8.082)  Accm: 0.15 (0.17)  Acct: 0.12 (0.18)  time: 0.4010  data: 0.0002
[11-16 04:19:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [ 834/1669]  eta: 0:05:41  tlr: 3.3e-05  tnm: 1.96  Lm: 8.158 (8.085)  Lt: 8.168 (8.084)  Accm: 0.10 (0.16)  Acct: 0.10 (0.17)  time: 0.4010  data: 0.0002
[11-16 04:19:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [ 834/1669]  eta: 0:05:41  tlr: 3.3e-05  tnm: 1.96  Lm: 8.161 (8.075)  Lt: 8.161 (8.074)  Accm: 0.15 (0.17)  Acct: 0.10 (0.19)  time: 0.4010  data: 0.0002
[11-16 04:19:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [ 834/1669]  eta: 0:05:41  tlr: 3.3e-05  tnm: 1.96  Lm: 8.159 (8.088)  Lt: 8.157 (8.086)  Accm: 0.08 (0.15)  Acct: 0.09 (0.13)  time: 0.4010  data: 0.0002
[11-16 04:22:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [1251/1669]  eta: 0:02:50  tlr: 3.8e-05  tnm: 2.34  Lm: 8.020 (7.929)  Lt: 8.027 (7.895)  Accm: 0.19 (0.31)  Acct: 0.19 (0.33)  time: 0.4030  data: 0.0002
[11-16 04:22:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [1251/1669]  eta: 0:02:50  tlr: 3.8e-05  tnm: 2.34  Lm: 8.004 (7.909)  Lt: 8.014 (7.862)  Accm: 0.24 (0.34)  Acct: 0.27 (0.43)  time: 0.4030  data: 0.0002
[11-16 04:22:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [1251/1669]  eta: 0:02:50  tlr: 3.8e-05  tnm: 2.34  Lm: 8.016 (7.927)  Lt: 8.027 (7.893)  Accm: 0.21 (0.30)  Acct: 0.23 (0.36)  time: 0.4030  data: 0.0002
[11-16 04:22:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [1251/1669]  eta: 0:02:50  tlr: 3.8e-05  tnm: 2.34  Lm: 8.021 (7.921)  Lt: 8.031 (7.880)  Accm: 0.22 (0.31)  Acct: 0.23 (0.36)  time: 0.4030  data: 0.0002
[11-16 04:24:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [1668/1669]  eta: 0:00:00  tlr: 4.3e-05  tnm: 1.59  Lm: 7.884 (7.765)  Lt: 7.894 (7.674)  Accm: 0.34 (0.47)  Acct: 0.36 (0.61)  time: 0.4062  data: 0.0016
[11-16 04:24:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   1/350]   Total time:      0:11:17   (0.406 s / it)
[11-16 04:24:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [1668/1669]  eta: 0:00:00  tlr: 4.3e-05  tnm: 1.59  Lm: 7.846 (7.753)  Lt: 7.867 (7.652)  Accm: 0.33 (0.49)  Acct: 0.43 (0.64)  time: 0.4062  data: 0.0017
[11-16 04:24:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [1668/1669]  eta: 0:00:00  tlr: 4.3e-05  tnm: 1.59  Lm: 7.870 (7.763)  Lt: 7.899 (7.668)  Accm: 0.28 (0.48)  Acct: 0.34 (0.65)  time: 0.4062  data: 0.0016
[11-16 04:24:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   1/350]  [1668/1669]  eta: 0:00:00  tlr: 4.3e-05  tnm: 1.59  Lm: 7.881 (7.770)  Lt: 7.898 (7.679)  Accm: 0.29 (0.46)  Acct: 0.29 (0.58)  time: 0.4062  data: 0.0015
[11-16 04:24:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   1/350]   Total time:      0:11:17   (0.406 s / it)
[11-16 04:24:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   1/350]   Total time:      0:11:17   (0.406 s / it)
[11-16 04:24:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   1/350]   Total time:      0:11:17   (0.406 s / it)
[11-16 04:24:59] (/home/user/VAR/train.py , line 276)=>      [ep1]  (training )  Lm: 7.760 (7.760), Lt: 7.670 (7.670),  Acc m&t: 0.49 0.63,  Remain: 2 days, 18:32:24,  Finish: 2024-11-18 06:57
[11-16 04:24:59] (/home/user/VAR/train.py , line 276)=>      [ep1]  (training )  Lm: 7.760 (7.760), Lt: 7.670 (7.670),  Acc m&t: 0.49 0.63,  Remain: 2 days, 18:32:20,  Finish: 2024-11-18 06:57
[11-16 04:24:59] (/home/user/VAR/train.py , line 276)=>      [ep1]  (training )  Lm: 7.760 (7.760), Lt: 7.670 (7.670),  Acc m&t: 0.49 0.63,  Remain: 2 days, 18:33:30,  Finish: 2024-11-18 06:58
[11-16 04:24:59] (/home/user/VAR/train.py , line 276)=>      [ep1]  (training )  Lm: 7.760 (7.760), Lt: 7.670 (7.670),  Acc m&t: 0.49 0.63,  Remain: 2 days, 18:32:37,  Finish: 2024-11-18 06:57
[11-16 04:25:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [   0/1669]  eta: 0:10:27  tlr: 4.3e-05  tnm: 1.71  Lm: 7.155 (7.155)  Lt: 6.866 (6.866)  Accm: 1.01 (1.01)  Acct: 1.33 (1.33)  time: 0.3758  data: 0.0003
[11-16 04:25:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [   0/1669]  eta: 0:10:27  tlr: 4.3e-05  tnm: 1.71  Lm: 7.140 (7.140)  Lt: 6.837 (6.837)  Accm: 1.20 (1.20)  Acct: 1.72 (1.72)  time: 0.3759  data: 0.0004
[11-16 04:25:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [   0/1669]  eta: 0:10:27  tlr: 4.3e-05  tnm: 1.71  Lm: 7.134 (7.134)  Lt: 6.839 (6.839)  Accm: 1.14 (1.14)  Acct: 1.64 (1.64)  time: 0.3759  data: 0.0004
[11-16 04:25:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [   0/1669]  eta: 0:10:27  tlr: 4.3e-05  tnm: 1.71  Lm: 7.118 (7.118)  Lt: 6.805 (6.805)  Accm: 1.31 (1.31)  Acct: 1.91 (1.91)  time: 0.3762  data: 0.0004
[11-16 04:27:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [ 417/1669]  eta: 0:08:40  tlr: 4.9e-05  tnm: 1.52  Lm: 7.091 (7.091)  Lt: 6.765 (6.765)  Accm: 1.28 (1.28)  Acct: 1.80 (1.80)  time: 0.4074  data: 0.0002
[11-16 04:27:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [ 417/1669]  eta: 0:08:40  tlr: 4.9e-05  tnm: 1.52  Lm: 7.094 (7.094)  Lt: 6.783 (6.783)  Accm: 1.16 (1.16)  Acct: 1.55 (1.55)  time: 0.4074  data: 0.0002
[11-16 04:27:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [ 417/1669]  eta: 0:08:40  tlr: 4.9e-05  tnm: 1.52  Lm: 7.102 (7.102)  Lt: 6.789 (6.789)  Accm: 1.20 (1.20)  Acct: 1.76 (1.76)  time: 0.4074  data: 0.0002
[11-16 04:27:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [ 417/1669]  eta: 0:08:40  tlr: 4.9e-05  tnm: 1.52  Lm: 7.092 (7.092)  Lt: 6.773 (6.773)  Accm: 1.22 (1.22)  Acct: 1.79 (1.79)  time: 0.4074  data: 0.0002
[11-16 04:30:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [ 834/1669]  eta: 0:05:46  tlr: 5.4e-05  tnm: 1.30  Lm: 7.051 (7.076)  Lt: 6.707 (6.751)  Accm: 1.17 (1.20)  Acct: 1.64 (1.70)  time: 0.4028  data: 0.0002
[11-16 04:30:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [ 834/1669]  eta: 0:05:46  tlr: 5.4e-05  tnm: 1.30  Lm: 7.034 (7.065)  Lt: 6.700 (6.741)  Accm: 1.30 (1.20)  Acct: 1.77 (1.66)  time: 0.4028  data: 0.0002
[11-16 04:30:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [ 834/1669]  eta: 0:05:46  tlr: 5.4e-05  tnm: 1.30  Lm: 7.064 (7.075)  Lt: 6.741 (6.756)  Accm: 1.20 (1.21)  Acct: 1.76 (1.76)  time: 0.4028  data: 0.0002
[11-16 04:30:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [ 834/1669]  eta: 0:05:46  tlr: 5.4e-05  tnm: 1.30  Lm: 7.064 (7.067)  Lt: 6.724 (6.740)  Accm: 1.31 (1.34)  Acct: 1.91 (1.89)  time: 0.4028  data: 0.0002
[11-16 04:33:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [1251/1669]  eta: 0:02:51  tlr: 5.9e-05  tnm: 1.15  Lm: 7.041 (7.042)  Lt: 6.707 (6.710)  Accm: 1.31 (1.33)  Acct: 1.87 (1.87)  time: 0.3992  data: 0.0002
[11-16 04:33:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [1251/1669]  eta: 0:02:51  tlr: 5.9e-05  tnm: 1.15  Lm: 7.020 (7.040)  Lt: 6.679 (6.710)  Accm: 1.30 (1.23)  Acct: 1.83 (1.73)  time: 0.3992  data: 0.0002
[11-16 04:33:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [1251/1669]  eta: 0:02:51  tlr: 5.9e-05  tnm: 1.15  Lm: 7.043 (7.052)  Lt: 6.715 (6.727)  Accm: 1.21 (1.23)  Acct: 1.78 (1.77)  time: 0.3992  data: 0.0002
[11-16 04:33:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [1251/1669]  eta: 0:02:51  tlr: 5.9e-05  tnm: 1.15  Lm: 7.047 (7.059)  Lt: 6.707 (6.732)  Accm: 1.23 (1.23)  Acct: 1.75 (1.74)  time: 0.3992  data: 0.0002
[11-16 04:36:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [1668/1669]  eta: 0:00:00  tlr: 6.5e-05  tnm: 1.16  Lm: 7.044 (7.034)  Lt: 6.706 (6.706)  Accm: 1.30 (1.30)  Acct: 1.86 (1.83)  time: 0.4054  data: 0.0016
[11-16 04:36:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   2/350]   Total time:      0:11:21   (0.408 s / it)
[11-16 04:36:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [1668/1669]  eta: 0:00:00  tlr: 6.5e-05  tnm: 1.16  Lm: 7.006 (7.018)  Lt: 6.657 (6.686)  Accm: 1.30 (1.25)  Acct: 1.89 (1.83)  time: 0.4054  data: 0.0017
[11-16 04:36:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [1668/1669]  eta: 0:00:00  tlr: 6.5e-05  tnm: 1.16  Lm: 7.023 (7.023)  Lt: 6.689 (6.690)  Accm: 1.22 (1.26)  Acct: 1.81 (1.86)  time: 0.4054  data: 0.0015
[11-16 04:36:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   2/350]  [1668/1669]  eta: 0:00:00  tlr: 6.5e-05  tnm: 1.16  Lm: 7.018 (7.027)  Lt: 6.690 (6.695)  Accm: 1.31 (1.33)  Acct: 1.83 (1.86)  time: 0.4054  data: 0.0015
[11-16 04:36:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   2/350]   Total time:      0:11:21   (0.408 s / it)
[11-16 04:36:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   2/350]   Total time:      0:11:21   (0.408 s / it)
[11-16 04:36:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   2/350]   Total time:      0:11:21   (0.408 s / it)
[11-16 04:36:21] (/home/user/VAR/train.py , line 276)=>      [ep2]  (training )  Lm: 7.016 (7.016), Lt: 6.681 (6.681),  Acc m&t: 1.32 1.88,  Remain: 2 days, 18:18:54,  Finish: 2024-11-18 06:55
[11-16 04:36:21] (/home/user/VAR/train.py , line 276)=>      [ep2]  (training )  Lm: 7.016 (7.016), Lt: 6.681 (6.681),  Acc m&t: 1.32 1.88,  Remain: 2 days, 18:17:05,  Finish: 2024-11-18 06:53
[11-16 04:36:21] (/home/user/VAR/train.py , line 276)=>      [ep2]  (training )  Lm: 7.016 (7.016), Lt: 6.681 (6.681),  Acc m&t: 1.32 1.88,  Remain: 2 days, 18:16:58,  Finish: 2024-11-18 06:53
[11-16 04:36:21] (/home/user/VAR/train.py , line 276)=>      [ep2]  (training )  Lm: 7.016 (7.016), Lt: 6.681 (6.681),  Acc m&t: 1.32 1.88,  Remain: 2 days, 18:16:35,  Finish: 2024-11-18 06:52
[11-16 04:36:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [   0/1669]  eta: 0:09:43  tlr: 6.5e-05  tnm: 1.16  Lm: 6.929 (6.929)  Lt: 6.580 (6.580)  Accm: 1.41 (1.41)  Acct: 2.13 (2.13)  time: 0.3497  data: 0.0004
[11-16 04:36:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [   0/1669]  eta: 0:09:43  tlr: 6.5e-05  tnm: 1.16  Lm: 6.967 (6.967)  Lt: 6.612 (6.612)  Accm: 1.31 (1.31)  Acct: 1.88 (1.88)  time: 0.3495  data: 0.0004
[11-16 04:36:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [   0/1669]  eta: 0:09:43  tlr: 6.5e-05  tnm: 1.16  Lm: 6.967 (6.967)  Lt: 6.637 (6.637)  Accm: 1.31 (1.31)  Acct: 1.77 (1.77)  time: 0.3498  data: 0.0004
[11-16 04:36:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [   0/1669]  eta: 0:09:43  tlr: 6.5e-05  tnm: 1.16  Lm: 6.954 (6.954)  Lt: 6.643 (6.643)  Accm: 1.33 (1.33)  Acct: 1.91 (1.91)  time: 0.3496  data: 0.0004
[11-16 04:39:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [ 417/1669]  eta: 0:08:44  tlr: 7e-05  tnm: 0.96  Lm: 6.924 (6.924)  Lt: 6.600 (6.600)  Accm: 1.45 (1.45)  Acct: 2.02 (2.02)  time: 0.4056  data: 0.0002
[11-16 04:39:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [ 417/1669]  eta: 0:08:44  tlr: 7e-05  tnm: 0.96  Lm: 6.923 (6.923)  Lt: 6.565 (6.565)  Accm: 1.42 (1.42)  Acct: 2.10 (2.10)  time: 0.4056  data: 0.0002
[11-16 04:39:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [ 417/1669]  eta: 0:08:44  tlr: 7e-05  tnm: 0.96  Lm: 6.910 (6.910)  Lt: 6.538 (6.538)  Accm: 1.51 (1.51)  Acct: 2.25 (2.25)  time: 0.4056  data: 0.0002
[11-16 04:39:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [ 417/1669]  eta: 0:08:44  tlr: 7e-05  tnm: 0.96  Lm: 6.929 (6.929)  Lt: 6.577 (6.577)  Accm: 1.45 (1.45)  Acct: 2.05 (2.05)  time: 0.4056  data: 0.0003
[11-16 04:42:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [ 834/1669]  eta: 0:05:46  tlr: 7.5e-05  tnm: 1.10  Lm: 6.891 (6.912)  Lt: 6.520 (6.558)  Accm: 1.54 (1.48)  Acct: 2.24 (2.11)  time: 0.4062  data: 0.0002
[11-16 04:42:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [ 834/1669]  eta: 0:05:46  tlr: 7.5e-05  tnm: 1.10  Lm: 6.911 (6.920)  Lt: 6.571 (6.590)  Accm: 1.46 (1.45)  Acct: 2.13 (2.12)  time: 0.4062  data: 0.0002
[11-16 04:42:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [ 834/1669]  eta: 0:05:46  tlr: 7.5e-05  tnm: 1.10  Lm: 6.879 (6.905)  Lt: 6.519 (6.545)  Accm: 1.51 (1.45)  Acct: 2.08 (2.09)  time: 0.4062  data: 0.0002
[11-16 04:42:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [ 834/1669]  eta: 0:05:46  tlr: 7.5e-05  tnm: 1.10  Lm: 6.891 (6.896)  Lt: 6.526 (6.534)  Accm: 1.61 (1.54)  Acct: 2.17 (2.22)  time: 0.4062  data: 0.0002
[11-16 04:45:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [1251/1669]  eta: 0:02:53  tlr: 8.1e-05  tnm: 1.06  Lm: 6.897 (6.897)  Lt: 6.548 (6.543)  Accm: 1.52 (1.52)  Acct: 2.15 (2.20)  time: 0.4071  data: 0.0002
[11-16 04:45:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [1251/1669]  eta: 0:02:53  tlr: 8.1e-05  tnm: 1.06  Lm: 6.873 (6.884)  Lt: 6.512 (6.524)  Accm: 1.51 (1.47)  Acct: 2.20 (2.15)  time: 0.4071  data: 0.0002
[11-16 04:45:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [1251/1669]  eta: 0:02:53  tlr: 8.1e-05  tnm: 1.06  Lm: 6.884 (6.903)  Lt: 6.523 (6.550)  Accm: 1.50 (1.47)  Acct: 2.07 (2.06)  time: 0.4071  data: 0.0002
[11-16 04:45:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [1251/1669]  eta: 0:02:53  tlr: 8.1e-05  tnm: 1.06  Lm: 6.902 (6.912)  Lt: 6.564 (6.576)  Accm: 1.52 (1.49)  Acct: 2.21 (2.17)  time: 0.4071  data: 0.0003
[11-16 04:47:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [1668/1669]  eta: 0:00:00  tlr: 8.6e-05  tnm: 0.96  Lm: 6.894 (6.895)  Lt: 6.557 (6.556)  Accm: 1.57 (1.53)  Acct: 2.29 (2.22)  time: 0.3924  data: 0.0015
[11-16 04:47:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   3/350]   Total time:      0:11:27   (0.412 s / it)
[11-16 04:47:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [1668/1669]  eta: 0:00:00  tlr: 8.6e-05  tnm: 0.96  Lm: 6.867 (6.870)  Lt: 6.505 (6.503)  Accm: 1.51 (1.50)  Acct: 2.31 (2.21)  time: 0.3924  data: 0.0018
[11-16 04:47:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [1668/1669]  eta: 0:00:00  tlr: 8.6e-05  tnm: 0.96  Lm: 6.891 (6.884)  Lt: 6.526 (6.527)  Accm: 1.61 (1.54)  Acct: 2.17 (2.22)  time: 0.3924  data: 0.0015
[11-16 04:47:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   3/350]  [1668/1669]  eta: 0:00:00  tlr: 8.6e-05  tnm: 0.96  Lm: 6.878 (6.892)  Lt: 6.520 (6.535)  Accm: 1.51 (1.48)  Acct: 2.24 (2.10)  time: 0.3924  data: 0.0020
[11-16 04:47:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   3/350]   Total time:      0:11:27   (0.412 s / it)
[11-16 04:47:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   3/350]   Total time:      0:11:27   (0.412 s / it)
[11-16 04:47:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   3/350]   Total time:      0:11:27   (0.412 s / it)
[11-16 04:47:48] (/home/user/VAR/train.py , line 276)=>      [ep3]  (training )  Lm: 6.883 (6.883), Lt: 6.527 (6.527),  Acc m&t: 1.53 2.21,  Remain: 2 days, 16:40:38,  Finish: 2024-11-18 05:28
[11-16 04:47:48] (/home/user/VAR/train.py , line 276)=>      [ep3]  (training )  Lm: 6.883 (6.883), Lt: 6.527 (6.527),  Acc m&t: 1.53 2.21,  Remain: 2 days, 16:41:14,  Finish: 2024-11-18 05:29
[11-16 04:47:48] (/home/user/VAR/train.py , line 276)=>      [ep3]  (training )  Lm: 6.883 (6.883), Lt: 6.527 (6.527),  Acc m&t: 1.53 2.21,  Remain: 2 days, 16:41:04,  Finish: 2024-11-18 05:28
[11-16 04:47:48] (/home/user/VAR/train.py , line 276)=>      [ep3]  (training )  Lm: 6.883 (6.883), Lt: 6.527 (6.527),  Acc m&t: 1.53 2.21,  Remain: 2 days, 16:40:06,  Finish: 2024-11-18 05:27
[11-16 04:47:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [   0/1669]  eta: 0:10:34  tlr: 8.6e-05  tnm: 0.92  Lm: 6.857 (6.857)  Lt: 6.534 (6.534)  Accm: 1.58 (1.58)  Acct: 2.20 (2.20)  time: 0.3801  data: 0.0003
[11-16 04:47:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [   0/1669]  eta: 0:10:32  tlr: 8.6e-05  tnm: 0.92  Lm: 6.833 (6.833)  Lt: 6.484 (6.484)  Accm: 1.76 (1.76)  Acct: 2.58 (2.58)  time: 0.3790  data: 0.0004
[11-16 04:47:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [   0/1669]  eta: 0:10:29  tlr: 8.6e-05  tnm: 0.92  Lm: 6.735 (6.735)  Lt: 6.334 (6.334)  Accm: 1.78 (1.78)  Acct: 2.89 (2.89)  time: 0.3770  data: 0.0003
[11-16 04:47:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [   0/1669]  eta: 0:10:28  tlr: 8.6e-05  tnm: 0.92  Lm: 6.841 (6.841)  Lt: 6.471 (6.471)  Accm: 1.54 (1.54)  Acct: 2.07 (2.07)  time: 0.3763  data: 0.0004
[11-16 04:50:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [ 417/1669]  eta: 0:08:27  tlr: 9.1e-05  tnm: 0.97  Lm: 6.851 (6.851)  Lt: 6.507 (6.507)  Accm: 1.61 (1.61)  Acct: 2.16 (2.16)  time: 0.4097  data: 0.0002
[11-16 04:50:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [ 417/1669]  eta: 0:08:27  tlr: 9.1e-05  tnm: 0.97  Lm: 6.768 (6.768)  Lt: 6.384 (6.384)  Accm: 1.68 (1.68)  Acct: 2.60 (2.60)  time: 0.4097  data: 0.0002
[11-16 04:50:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [ 417/1669]  eta: 0:08:27  tlr: 9.1e-05  tnm: 0.97  Lm: 6.830 (6.830)  Lt: 6.473 (6.473)  Accm: 1.71 (1.71)  Acct: 2.45 (2.45)  time: 0.4097  data: 0.0002
[11-16 04:50:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [ 417/1669]  eta: 0:08:27  tlr: 9.1e-05  tnm: 0.97  Lm: 6.820 (6.820)  Lt: 6.479 (6.479)  Accm: 1.67 (1.67)  Acct: 2.31 (2.31)  time: 0.4097  data: 0.0002
[11-16 04:53:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [ 834/1669]  eta: 0:05:50  tlr: 9.7e-05  tnm: 0.89  Lm: 6.793 (6.811)  Lt: 6.424 (6.461)  Accm: 1.60 (1.64)  Acct: 2.20 (2.27)  time: 0.4404  data: 0.0002
[11-16 04:53:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [ 834/1669]  eta: 0:05:50  tlr: 9.7e-05  tnm: 0.89  Lm: 6.841 (6.831)  Lt: 6.471 (6.479)  Accm: 1.54 (1.59)  Acct: 2.07 (2.12)  time: 0.4404  data: 0.0002
[11-16 04:53:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [ 834/1669]  eta: 0:05:50  tlr: 9.7e-05  tnm: 0.89  Lm: 6.735 (6.749)  Lt: 6.358 (6.375)  Accm: 1.78 (1.73)  Acct: 2.48 (2.56)  time: 0.4404  data: 0.0002
[11-16 04:53:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [ 834/1669]  eta: 0:05:50  tlr: 9.7e-05  tnm: 0.89  Lm: 6.828 (6.814)  Lt: 6.462 (6.463)  Accm: 1.69 (1.70)  Acct: 2.34 (2.42)  time: 0.4404  data: 0.0002
[11-16 04:56:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [1251/1669]  eta: 0:02:53  tlr: 0.0001  tnm: 0.93  Lm: 6.804 (6.796)  Lt: 6.452 (6.444)  Accm: 1.72 (1.77)  Acct: 2.46 (2.54)  time: 0.4021  data: 0.0002
[11-16 04:56:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [1251/1669]  eta: 0:02:53  tlr: 0.0001  tnm: 0.93  Lm: 6.768 (6.767)  Lt: 6.396 (6.395)  Accm: 1.68 (1.68)  Acct: 2.42 (2.51)  time: 0.4021  data: 0.0002
[11-16 04:56:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [1251/1669]  eta: 0:02:53  tlr: 0.0001  tnm: 0.93  Lm: 6.826 (6.826)  Lt: 6.470 (6.477)  Accm: 1.58 (1.60)  Acct: 2.16 (2.22)  time: 0.4021  data: 0.0002
[11-16 04:56:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [1251/1669]  eta: 0:02:53  tlr: 0.0001  tnm: 0.93  Lm: 6.788 (6.802)  Lt: 6.424 (6.447)  Accm: 1.68 (1.69)  Acct: 2.31 (2.43)  time: 0.4021  data: 0.0002
[11-16 04:59:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.83  Lm: 6.783 (6.789)  Lt: 6.424 (6.432)  Accm: 1.76 (1.71)  Acct: 2.41 (2.46)  time: 0.4022  data: 0.0016
[11-16 04:59:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   4/350]   Total time:      0:11:26   (0.411 s / it)
[11-16 04:59:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.83  Lm: 6.802 (6.797)  Lt: 6.443 (6.443)  Accm: 1.76 (1.77)  Acct: 2.58 (2.56)  time: 0.4022  data: 0.0015
[11-16 04:59:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.83  Lm: 6.811 (6.803)  Lt: 6.470 (6.446)  Accm: 1.63 (1.69)  Acct: 2.26 (2.32)  time: 0.4022  data: 0.0018
[11-16 04:59:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   4/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.83  Lm: 6.742 (6.762)  Lt: 6.386 (6.393)  Accm: 1.73 (1.69)  Acct: 2.36 (2.46)  time: 0.4022  data: 0.0017
[11-16 04:59:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   4/350]   Total time:      0:11:26   (0.411 s / it)
[11-16 04:59:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   4/350]   Total time:      0:11:26   (0.411 s / it)
[11-16 04:59:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   4/350]   Total time:      0:11:26   (0.411 s / it)
[11-16 04:59:15] (/home/user/VAR/train.py , line 276)=>      [ep4]  (training )  Lm: 6.797 (6.797), Lt: 6.442 (6.442),  Acc m&t: 1.69 2.41,  Remain: 2 days, 17:37:51,  Finish: 2024-11-18 06:37
[11-16 04:59:15] (/home/user/VAR/train.py , line 276)=>      [ep4]  (training )  Lm: 6.797 (6.797), Lt: 6.442 (6.442),  Acc m&t: 1.69 2.41,  Remain: 2 days, 17:36:56,  Finish: 2024-11-18 06:36
[11-16 04:59:15] (/home/user/VAR/train.py , line 276)=>      [ep4]  (training )  Lm: 6.797 (6.797), Lt: 6.442 (6.442),  Acc m&t: 1.69 2.41,  Remain: 2 days, 17:36:58,  Finish: 2024-11-18 06:36
[11-16 04:59:15] (/home/user/VAR/train.py , line 276)=>      [ep4]  (training )  Lm: 6.797 (6.797), Lt: 6.442 (6.442),  Acc m&t: 1.69 2.41,  Remain: 2 days, 17:35:56,  Finish: 2024-11-18 06:35
[11-16 04:59:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [   0/1669]  eta: 0:11:10  tlr: 0.00011  tnm: 0.82  Lm: 6.664 (6.664)  Lt: 6.310 (6.310)  Accm: 2.00 (2.00)  Acct: 3.00 (3.00)  time: 0.4019  data: 0.0003
[11-16 04:59:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [   0/1669]  eta: 0:11:10  tlr: 0.00011  tnm: 0.82  Lm: 6.753 (6.753)  Lt: 6.419 (6.419)  Accm: 1.62 (1.62)  Acct: 2.31 (2.31)  time: 0.4020  data: 0.0003
[11-16 04:59:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [   0/1669]  eta: 0:11:10  tlr: 0.00011  tnm: 0.82  Lm: 6.794 (6.794)  Lt: 6.477 (6.477)  Accm: 1.70 (1.70)  Acct: 2.34 (2.34)  time: 0.4016  data: 0.0006
[11-16 04:59:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [   0/1669]  eta: 0:11:11  tlr: 0.00011  tnm: 0.82  Lm: 6.756 (6.756)  Lt: 6.420 (6.420)  Accm: 1.78 (1.78)  Acct: 2.44 (2.44)  time: 0.4025  data: 0.0003
[11-16 05:02:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [ 417/1669]  eta: 0:08:23  tlr: 0.00011  tnm: 0.89  Lm: 6.750 (6.750)  Lt: 6.404 (6.404)  Accm: 1.78 (1.78)  Acct: 2.51 (2.51)  time: 0.4001  data: 0.0002
[11-16 05:02:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [ 417/1669]  eta: 0:08:23  tlr: 0.00011  tnm: 0.89  Lm: 6.755 (6.755)  Lt: 6.414 (6.414)  Accm: 1.68 (1.68)  Acct: 2.33 (2.33)  time: 0.4001  data: 0.0002
[11-16 05:02:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [ 417/1669]  eta: 0:08:23  tlr: 0.00011  tnm: 0.89  Lm: 6.782 (6.782)  Lt: 6.441 (6.441)  Accm: 1.76 (1.76)  Acct: 2.44 (2.44)  time: 0.4001  data: 0.0002
[11-16 05:02:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [ 417/1669]  eta: 0:08:23  tlr: 0.00011  tnm: 0.89  Lm: 6.662 (6.662)  Lt: 6.316 (6.316)  Accm: 2.02 (2.02)  Acct: 2.86 (2.86)  time: 0.4001  data: 0.0002
[11-16 05:05:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [ 834/1669]  eta: 0:05:46  tlr: 0.00012  tnm: 0.77  Lm: 6.664 (6.680)  Lt: 6.320 (6.318)  Accm: 2.00 (2.00)  Acct: 2.81 (2.84)  time: 0.4707  data: 0.0002
[11-16 05:05:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [ 834/1669]  eta: 0:05:46  tlr: 0.00012  tnm: 0.77  Lm: 6.753 (6.745)  Lt: 6.410 (6.404)  Accm: 1.73 (1.71)  Acct: 2.32 (2.33)  time: 0.4707  data: 0.0002
[11-16 05:05:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [ 834/1669]  eta: 0:05:46  tlr: 0.00012  tnm: 0.77  Lm: 6.769 (6.758)  Lt: 6.404 (6.409)  Accm: 1.81 (1.79)  Acct: 2.55 (2.57)  time: 0.4707  data: 0.0002
[11-16 05:05:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [ 834/1669]  eta: 0:05:46  tlr: 0.00012  tnm: 0.77  Lm: 6.745 (6.748)  Lt: 6.411 (6.406)  Accm: 1.78 (1.79)  Acct: 2.48 (2.50)  time: 0.4707  data: 0.0002
[11-16 05:08:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00012  tnm: 0.88  Lm: 6.744 (6.736)  Lt: 6.399 (6.390)  Accm: 1.78 (1.74)  Acct: 2.46 (2.45)  time: 0.4375  data: 0.0002
[11-16 05:08:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00012  tnm: 0.88  Lm: 6.738 (6.730)  Lt: 6.397 (6.378)  Accm: 1.75 (1.75)  Acct: 2.34 (2.39)  time: 0.4375  data: 0.0002
[11-16 05:08:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00012  tnm: 0.88  Lm: 6.680 (6.684)  Lt: 6.322 (6.324)  Accm: 1.98 (1.96)  Acct: 2.76 (2.75)  time: 0.4375  data: 0.0002
[11-16 05:08:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00012  tnm: 0.88  Lm: 6.740 (6.739)  Lt: 6.375 (6.387)  Accm: 1.83 (1.84)  Acct: 2.68 (2.66)  time: 0.4375  data: 0.0002
[11-16 05:10:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.75  Lm: 6.747 (6.740)  Lt: 6.395 (6.389)  Accm: 1.86 (1.85)  Acct: 2.55 (2.62)  time: 0.4008  data: 0.0018
[11-16 05:10:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   5/350]   Total time:      0:11:32   (0.415 s / it)
[11-16 05:10:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.75  Lm: 6.750 (6.734)  Lt: 6.410 (6.385)  Accm: 1.73 (1.72)  Acct: 2.32 (2.37)  time: 0.4007  data: 0.0017
[11-16 05:10:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.75  Lm: 6.685 (6.684)  Lt: 6.320 (6.320)  Accm: 1.97 (1.96)  Acct: 2.81 (2.80)  time: 0.4007  data: 0.0016
[11-16 05:10:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   5/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.75  Lm: 6.743 (6.725)  Lt: 6.388 (6.385)  Accm: 1.78 (1.75)  Acct: 2.44 (2.40)  time: 0.4007  data: 0.0016
[11-16 05:10:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   5/350]   Total time:      0:11:32   (0.415 s / it)
[11-16 05:10:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   5/350]   Total time:      0:11:32   (0.415 s / it)
[11-16 05:10:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   5/350]   Total time:      0:11:32   (0.415 s / it)
[11-16 05:10:48] (/home/user/VAR/train.py , line 276)=>      [ep5]  (training )  Lm: 6.718 (6.718), Lt: 6.360 (6.360),  Acc m&t: 1.83 2.58,  Remain: 2 days, 17:25:27,  Finish: 2024-11-18 06:36
[11-16 05:10:48] (/home/user/VAR/train.py , line 276)=>      [ep5]  (training )  Lm: 6.718 (6.718), Lt: 6.360 (6.360),  Acc m&t: 1.83 2.58,  Remain: 2 days, 17:23:46,  Finish: 2024-11-18 06:34
[11-16 05:10:48] (/home/user/VAR/train.py , line 276)=>      [ep5]  (training )  Lm: 6.718 (6.718), Lt: 6.360 (6.360),  Acc m&t: 1.83 2.58,  Remain: 2 days, 17:23:18,  Finish: 2024-11-18 06:34
[11-16 05:10:48] (/home/user/VAR/train.py , line 276)=>      [ep5]  (training )  Lm: 6.718 (6.718), Lt: 6.360 (6.360),  Acc m&t: 1.83 2.58,  Remain: 2 days, 17:23:37,  Finish: 2024-11-18 06:34
[11-16 05:10:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [   0/1669]  eta: 0:11:11  tlr: 0.00013  tnm: 0.81  Lm: 6.752 (6.752)  Lt: 6.418 (6.418)  Accm: 1.86 (1.86)  Acct: 2.67 (2.67)  time: 0.4024  data: 0.0004
[11-16 05:10:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [   0/1669]  eta: 0:11:10  tlr: 0.00013  tnm: 0.81  Lm: 6.722 (6.722)  Lt: 6.392 (6.392)  Accm: 1.73 (1.73)  Acct: 2.32 (2.32)  time: 0.4020  data: 0.0004
[11-16 05:10:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [   0/1669]  eta: 0:11:12  tlr: 0.00013  tnm: 0.81  Lm: 6.729 (6.729)  Lt: 6.340 (6.340)  Accm: 1.69 (1.69)  Acct: 2.53 (2.53)  time: 0.4027  data: 0.0004
[11-16 05:10:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [   0/1669]  eta: 0:11:11  tlr: 0.00013  tnm: 0.81  Lm: 6.717 (6.717)  Lt: 6.365 (6.365)  Accm: 1.80 (1.80)  Acct: 2.41 (2.41)  time: 0.4021  data: 0.0003
[11-16 05:13:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [ 417/1669]  eta: 0:08:23  tlr: 0.00013  tnm: 0.70  Lm: 6.681 (6.681)  Lt: 6.328 (6.328)  Accm: 1.85 (1.85)  Acct: 2.50 (2.50)  time: 0.4077  data: 0.0003
[11-16 05:13:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [ 417/1669]  eta: 0:08:23  tlr: 0.00013  tnm: 0.70  Lm: 6.734 (6.734)  Lt: 6.411 (6.411)  Accm: 1.79 (1.79)  Acct: 2.36 (2.36)  time: 0.4077  data: 0.0002
[11-16 05:13:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [ 417/1669]  eta: 0:08:23  tlr: 0.00013  tnm: 0.70  Lm: 6.674 (6.674)  Lt: 6.333 (6.333)  Accm: 1.96 (1.96)  Acct: 2.69 (2.69)  time: 0.4077  data: 0.0002
[11-16 05:13:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [ 417/1669]  eta: 0:08:23  tlr: 0.00013  tnm: 0.70  Lm: 6.707 (6.707)  Lt: 6.329 (6.329)  Accm: 1.83 (1.83)  Acct: 2.68 (2.68)  time: 0.4077  data: 0.0002
[11-16 05:16:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [ 834/1669]  eta: 0:05:38  tlr: 0.00014  tnm: 0.75  Lm: 6.685 (6.686)  Lt: 6.318 (6.317)  Accm: 1.97 (1.89)  Acct: 2.74 (2.70)  time: 0.4045  data: 0.0002
[11-16 05:16:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [ 834/1669]  eta: 0:05:38  tlr: 0.00014  tnm: 0.75  Lm: 6.643 (6.664)  Lt: 6.298 (6.321)  Accm: 1.86 (1.92)  Acct: 2.67 (2.63)  time: 0.4045  data: 0.0002
[11-16 05:16:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [ 834/1669]  eta: 0:05:38  tlr: 0.00014  tnm: 0.75  Lm: 6.722 (6.710)  Lt: 6.392 (6.378)  Accm: 1.85 (1.86)  Acct: 2.39 (2.49)  time: 0.4045  data: 0.0002
[11-16 05:16:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [ 834/1669]  eta: 0:05:38  tlr: 0.00014  tnm: 0.75  Lm: 6.677 (6.680)  Lt: 6.323 (6.327)  Accm: 1.90 (1.87)  Acct: 2.58 (2.63)  time: 0.4045  data: 0.0002
[11-16 05:19:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00014  tnm: 0.75  Lm: 6.668 (6.675)  Lt: 6.310 (6.319)  Accm: 1.91 (1.94)  Acct: 2.74 (2.76)  time: 0.4105  data: 0.0002
[11-16 05:19:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00014  tnm: 0.75  Lm: 6.633 (6.654)  Lt: 6.273 (6.294)  Accm: 1.96 (1.97)  Acct: 2.69 (2.72)  time: 0.4105  data: 0.0002
[11-16 05:19:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00014  tnm: 0.75  Lm: 6.707 (6.706)  Lt: 6.373 (6.372)  Accm: 1.87 (1.87)  Acct: 2.48 (2.51)  time: 0.4105  data: 0.0002
[11-16 05:19:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00014  tnm: 0.75  Lm: 6.696 (6.691)  Lt: 6.329 (6.327)  Accm: 1.93 (1.89)  Acct: 2.73 (2.70)  time: 0.4105  data: 0.0002
[11-16 05:22:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.74  Lm: 6.685 (6.689)  Lt: 6.318 (6.324)  Accm: 1.89 (1.87)  Acct: 2.72 (2.64)  time: 0.4024  data: 0.0020
[11-16 05:22:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   6/350]   Total time:      0:11:37   (0.418 s / it)
[11-16 05:22:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.74  Lm: 6.660 (6.669)  Lt: 6.300 (6.315)  Accm: 1.90 (1.93)  Acct: 2.88 (2.78)  time: 0.4024  data: 0.0015
[11-16 05:22:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.74  Lm: 6.643 (6.667)  Lt: 6.298 (6.306)  Accm: 1.86 (1.88)  Acct: 2.67 (2.62)  time: 0.4024  data: 0.0015
[11-16 05:22:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   6/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.74  Lm: 6.693 (6.693)  Lt: 6.355 (6.353)  Accm: 1.89 (1.89)  Acct: 2.57 (2.57)  time: 0.4024  data: 0.0017
[11-16 05:22:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   6/350]   Total time:      0:11:37   (0.418 s / it)
[11-16 05:22:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   6/350]   Total time:      0:11:37   (0.418 s / it)
[11-16 05:22:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   6/350]   Total time:      0:11:37   (0.418 s / it)
[11-16 05:22:25] (/home/user/VAR/train.py , line 276)=>      [ep6]  (training )  Lm: 6.660 (6.660), Lt: 6.300 (6.300),  Acc m&t: 1.96 2.73,  Remain: 2 days, 17:15:37,  Finish: 2024-11-18 06:38
[11-16 05:22:25] (/home/user/VAR/train.py , line 276)=>      [ep6]  (training )  Lm: 6.660 (6.660), Lt: 6.300 (6.300),  Acc m&t: 1.96 2.73,  Remain: 2 days, 17:16:02,  Finish: 2024-11-18 06:38
[11-16 05:22:25] (/home/user/VAR/train.py , line 276)=>      [ep6]  (training )  Lm: 6.660 (6.660), Lt: 6.300 (6.300),  Acc m&t: 1.96 2.73,  Remain: 2 days, 17:16:39,  Finish: 2024-11-18 06:39
[11-16 05:22:25] (/home/user/VAR/train.py , line 276)=>      [ep6]  (training )  Lm: 6.660 (6.660), Lt: 6.300 (6.300),  Acc m&t: 1.96 2.73,  Remain: 2 days, 17:15:58,  Finish: 2024-11-18 06:38
[11-16 05:22:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [   0/1669]  eta: 0:09:43  tlr: 0.00015  tnm: 0.69  Lm: 6.620 (6.620)  Lt: 6.279 (6.279)  Accm: 2.18 (2.18)  Acct: 2.98 (2.98)  time: 0.3498  data: 0.0004
[11-16 05:22:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [   0/1669]  eta: 0:09:45  tlr: 0.00015  tnm: 0.69  Lm: 6.658 (6.658)  Lt: 6.282 (6.282)  Accm: 1.89 (1.89)  Acct: 2.55 (2.55)  time: 0.3507  data: 0.0003
[11-16 05:22:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [   0/1669]  eta: 0:09:45  tlr: 0.00015  tnm: 0.69  Lm: 6.644 (6.644)  Lt: 6.256 (6.256)  Accm: 1.82 (1.82)  Acct: 2.60 (2.60)  time: 0.3507  data: 0.0003
[11-16 05:22:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [   0/1669]  eta: 0:09:44  tlr: 0.00015  tnm: 0.69  Lm: 6.597 (6.597)  Lt: 6.248 (6.248)  Accm: 2.16 (2.16)  Acct: 3.01 (3.01)  time: 0.3504  data: 0.0004
[11-16 05:25:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [ 417/1669]  eta: 0:08:22  tlr: 0.00015  tnm: 0.64  Lm: 6.589 (6.589)  Lt: 6.231 (6.231)  Accm: 2.06 (2.06)  Acct: 2.82 (2.82)  time: 0.4035  data: 0.0002
[11-16 05:25:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [ 417/1669]  eta: 0:08:22  tlr: 0.00015  tnm: 0.64  Lm: 6.616 (6.616)  Lt: 6.254 (6.254)  Accm: 1.86 (1.86)  Acct: 2.69 (2.69)  time: 0.4035  data: 0.0002
[11-16 05:25:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [ 417/1669]  eta: 0:08:22  tlr: 0.00015  tnm: 0.64  Lm: 6.656 (6.656)  Lt: 6.301 (6.301)  Accm: 1.94 (1.94)  Acct: 2.54 (2.54)  time: 0.4035  data: 0.0002
[11-16 05:25:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [ 417/1669]  eta: 0:08:22  tlr: 0.00015  tnm: 0.64  Lm: 6.584 (6.584)  Lt: 6.230 (6.230)  Accm: 2.36 (2.36)  Acct: 3.40 (3.40)  time: 0.4035  data: 0.0002
[11-16 05:28:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.56  Lm: 6.620 (6.603)  Lt: 6.279 (6.250)  Accm: 2.18 (2.26)  Acct: 3.03 (3.28)  time: 0.4335  data: 0.0002
[11-16 05:28:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.56  Lm: 6.644 (6.631)  Lt: 6.256 (6.267)  Accm: 1.89 (1.91)  Acct: 2.79 (2.75)  time: 0.4335  data: 0.0002
[11-16 05:28:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.56  Lm: 6.654 (6.655)  Lt: 6.282 (6.293)  Accm: 1.92 (1.94)  Acct: 2.55 (2.56)  time: 0.4335  data: 0.0002
[11-16 05:28:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.56  Lm: 6.597 (6.593)  Lt: 6.248 (6.240)  Accm: 2.07 (2.06)  Acct: 2.62 (2.73)  time: 0.4335  data: 0.0002
[11-16 05:31:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00015  tnm: 0.62  Lm: 6.598 (6.599)  Lt: 6.252 (6.250)  Accm: 2.08 (2.07)  Acct: 2.68 (2.73)  time: 0.4340  data: 0.0002
[11-16 05:31:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00015  tnm: 0.62  Lm: 6.653 (6.641)  Lt: 6.280 (6.283)  Accm: 1.96 (1.95)  Acct: 2.57 (2.66)  time: 0.4340  data: 0.0002
[11-16 05:31:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00015  tnm: 0.62  Lm: 6.638 (6.631)  Lt: 6.262 (6.267)  Accm: 1.89 (1.91)  Acct: 2.69 (2.69)  time: 0.4340  data: 0.0002
[11-16 05:31:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00015  tnm: 0.62  Lm: 6.584 (6.576)  Lt: 6.230 (6.211)  Accm: 2.36 (2.34)  Acct: 3.27 (3.34)  time: 0.4340  data: 0.0002
[11-16 05:34:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.61  Lm: 6.560 (6.573)  Lt: 6.186 (6.206)  Accm: 2.18 (2.30)  Acct: 3.15 (3.30)  time: 0.4086  data: 0.0018
[11-16 05:34:02] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   7/350]   Total time:      0:11:36   (0.417 s / it)
[11-16 05:34:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.61  Lm: 6.632 (6.630)  Lt: 6.256 (6.264)  Accm: 1.89 (1.91)  Acct: 2.60 (2.67)  time: 0.4086  data: 0.0017
[11-16 05:34:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.61  Lm: 6.653 (6.621)  Lt: 6.277 (6.259)  Accm: 1.99 (1.97)  Acct: 2.60 (2.68)  time: 0.4086  data: 0.0014
[11-16 05:34:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   7/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.61  Lm: 6.599 (6.602)  Lt: 6.248 (6.248)  Accm: 2.07 (2.01)  Acct: 2.62 (2.67)  time: 0.4086  data: 0.0018
[11-16 05:34:02] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   7/350]   Total time:      0:11:36   (0.417 s / it)
[11-16 05:34:02] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   7/350]   Total time:      0:11:36   (0.417 s / it)
[11-16 05:34:02] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   7/350]   Total time:      0:11:36   (0.417 s / it)
[11-16 05:34:02] (/home/user/VAR/train.py , line 276)=>      [ep7]  (training )  Lm: 6.596 (6.596), Lt: 6.226 (6.226),  Acc m&t: 2.08 2.89,  Remain: 2 days, 18:08:13,  Finish: 2024-11-18 07:42
[11-16 05:34:02] (/home/user/VAR/train.py , line 276)=>      [ep7]  (training )  Lm: 6.596 (6.596), Lt: 6.226 (6.226),  Acc m&t: 2.08 2.89,  Remain: 2 days, 18:07:43,  Finish: 2024-11-18 07:41
[11-16 05:34:02] (/home/user/VAR/train.py , line 276)=>      [ep7]  (training )  Lm: 6.596 (6.596), Lt: 6.226 (6.226),  Acc m&t: 2.08 2.89,  Remain: 2 days, 18:06:50,  Finish: 2024-11-18 07:40
[11-16 05:34:02] (/home/user/VAR/train.py , line 276)=>      [ep7]  (training )  Lm: 6.596 (6.596), Lt: 6.226 (6.226),  Acc m&t: 2.08 2.89,  Remain: 2 days, 18:06:31,  Finish: 2024-11-18 07:40
[11-16 05:34:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [   0/1669]  eta: 0:10:48  tlr: 0.00015  tnm: 0.58  Lm: 6.540 (6.540)  Lt: 6.167 (6.167)  Accm: 2.20 (2.20)  Acct: 2.96 (2.96)  time: 0.3883  data: 0.0003
[11-16 05:34:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [   0/1669]  eta: 0:10:47  tlr: 0.00015  tnm: 0.58  Lm: 6.636 (6.636)  Lt: 6.256 (6.256)  Accm: 2.05 (2.05)  Acct: 2.81 (2.81)  time: 0.3879  data: 0.0003
[11-16 05:34:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [   0/1669]  eta: 0:10:47  tlr: 0.00015  tnm: 0.58  Lm: 6.606 (6.606)  Lt: 6.262 (6.262)  Accm: 2.11 (2.11)  Acct: 2.89 (2.89)  time: 0.3878  data: 0.0004
[11-16 05:34:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [   0/1669]  eta: 0:10:46  tlr: 0.00015  tnm: 0.58  Lm: 6.555 (6.555)  Lt: 6.181 (6.181)  Accm: 2.23 (2.23)  Acct: 3.01 (3.01)  time: 0.3873  data: 0.0004
[11-16 05:36:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [ 417/1669]  eta: 0:08:22  tlr: 0.00015  tnm: 0.55  Lm: 6.520 (6.520)  Lt: 6.141 (6.141)  Accm: 2.23 (2.23)  Acct: 3.08 (3.08)  time: 0.4012  data: 0.0002
[11-16 05:36:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [ 417/1669]  eta: 0:08:22  tlr: 0.00015  tnm: 0.55  Lm: 6.620 (6.620)  Lt: 6.237 (6.237)  Accm: 2.10 (2.10)  Acct: 2.90 (2.90)  time: 0.4012  data: 0.0002
[11-16 05:36:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [ 417/1669]  eta: 0:08:22  tlr: 0.00015  tnm: 0.55  Lm: 6.531 (6.531)  Lt: 6.181 (6.181)  Accm: 2.28 (2.28)  Acct: 3.16 (3.16)  time: 0.4012  data: 0.0002
[11-16 05:36:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [ 417/1669]  eta: 0:08:22  tlr: 0.00015  tnm: 0.55  Lm: 6.530 (6.530)  Lt: 6.145 (6.145)  Accm: 2.19 (2.19)  Acct: 3.15 (3.15)  time: 0.4012  data: 0.0002
[11-16 05:39:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [ 834/1669]  eta: 0:05:35  tlr: 0.00015  tnm: 0.60  Lm: 6.540 (6.545)  Lt: 6.167 (6.175)  Accm: 2.20 (2.24)  Acct: 3.06 (3.12)  time: 0.3981  data: 0.0002
[11-16 05:39:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [ 834/1669]  eta: 0:05:35  tlr: 0.00015  tnm: 0.60  Lm: 6.501 (6.521)  Lt: 6.129 (6.163)  Accm: 2.29 (2.28)  Acct: 3.37 (3.23)  time: 0.3981  data: 0.0002
[11-16 05:39:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [ 834/1669]  eta: 0:05:35  tlr: 0.00015  tnm: 0.60  Lm: 6.486 (6.506)  Lt: 6.101 (6.123)  Accm: 2.23 (2.21)  Acct: 3.01 (3.05)  time: 0.3981  data: 0.0002
[11-16 05:39:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [ 834/1669]  eta: 0:05:35  tlr: 0.00015  tnm: 0.60  Lm: 6.605 (6.577)  Lt: 6.218 (6.193)  Accm: 2.15 (2.20)  Acct: 3.00 (3.13)  time: 0.3981  data: 0.0002
[11-16 05:42:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [1251/1669]  eta: 0:02:49  tlr: 0.00015  tnm: 0.53  Lm: 6.573 (6.568)  Lt: 6.183 (6.181)  Accm: 2.28 (2.26)  Acct: 3.30 (3.25)  time: 0.3975  data: 0.0002
[11-16 05:42:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [1251/1669]  eta: 0:02:49  tlr: 0.00015  tnm: 0.53  Lm: 6.530 (6.535)  Lt: 6.145 (6.159)  Accm: 2.27 (2.29)  Acct: 3.14 (3.15)  time: 0.3975  data: 0.0002
[11-16 05:42:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [1251/1669]  eta: 0:02:49  tlr: 0.00015  tnm: 0.53  Lm: 6.520 (6.527)  Lt: 6.141 (6.148)  Accm: 2.20 (2.18)  Acct: 3.00 (2.97)  time: 0.3975  data: 0.0002
[11-16 05:42:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [1251/1669]  eta: 0:02:49  tlr: 0.00015  tnm: 0.53  Lm: 6.532 (6.531)  Lt: 6.158 (6.169)  Accm: 2.22 (2.25)  Acct: 3.17 (3.16)  time: 0.3975  data: 0.0002
[11-16 05:45:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.65  Lm: 6.526 (6.530)  Lt: 6.129 (6.155)  Accm: 2.18 (2.23)  Acct: 3.32 (3.20)  time: 0.3965  data: 0.0017
[11-16 05:45:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   8/350]   Total time:      0:11:29   (0.413 s / it)
[11-16 05:45:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.65  Lm: 6.540 (6.537)  Lt: 6.156 (6.158)  Accm: 2.20 (2.27)  Acct: 3.08 (3.13)  time: 0.3965  data: 0.0015
[11-16 05:45:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.65  Lm: 6.487 (6.519)  Lt: 6.113 (6.141)  Accm: 2.16 (2.17)  Acct: 3.01 (2.99)  time: 0.3965  data: 0.0018
[11-16 05:45:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   8/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.65  Lm: 6.541 (6.540)  Lt: 6.148 (6.147)  Accm: 2.41 (2.29)  Acct: 3.51 (3.31)  time: 0.3965  data: 0.0014
[11-16 05:45:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   8/350]   Total time:      0:11:30   (0.413 s / it)
[11-16 05:45:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   8/350]   Total time:      0:11:30   (0.413 s / it)
[11-16 05:45:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   8/350]   Total time:      0:11:30   (0.413 s / it)
[11-16 05:45:32] (/home/user/VAR/train.py , line 276)=>      [ep8]  (training )  Lm: 6.545 (6.545), Lt: 6.167 (6.167),  Acc m&t: 2.19 3.05,  Remain: 2 days, 16:58:19,  Finish: 2024-11-18 06:43
[11-16 05:45:32] (/home/user/VAR/train.py , line 276)=>      [ep8]  (training )  Lm: 6.545 (6.545), Lt: 6.167 (6.167),  Acc m&t: 2.19 3.05,  Remain: 2 days, 16:55:57,  Finish: 2024-11-18 06:41
[11-16 05:45:32] (/home/user/VAR/train.py , line 276)=>      [ep8]  (training )  Lm: 6.545 (6.545), Lt: 6.167 (6.167),  Acc m&t: 2.19 3.05,  Remain: 2 days, 16:57:54,  Finish: 2024-11-18 06:43
[11-16 05:45:32] (/home/user/VAR/train.py , line 276)=>      [ep8]  (training )  Lm: 6.545 (6.545), Lt: 6.167 (6.167),  Acc m&t: 2.19 3.05,  Remain: 2 days, 16:56:03,  Finish: 2024-11-18 06:41
[11-16 05:45:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [   0/1669]  eta: 0:09:51  tlr: 0.00015  tnm: 0.55  Lm: 6.502 (6.502)  Lt: 6.126 (6.126)  Accm: 2.45 (2.45)  Acct: 3.29 (3.29)  time: 0.3546  data: 0.0003
[11-16 05:45:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [   0/1669]  eta: 0:09:53  tlr: 0.00015  tnm: 0.55  Lm: 6.528 (6.528)  Lt: 6.119 (6.119)  Accm: 2.21 (2.21)  Acct: 3.03 (3.03)  time: 0.3557  data: 0.0003
[11-16 05:45:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [   0/1669]  eta: 0:09:53  tlr: 0.00015  tnm: 0.55  Lm: 6.554 (6.554)  Lt: 6.179 (6.179)  Accm: 2.36 (2.36)  Acct: 3.13 (3.13)  time: 0.3556  data: 0.0004
[11-16 05:45:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [   0/1669]  eta: 0:09:53  tlr: 0.00015  tnm: 0.55  Lm: 6.483 (6.483)  Lt: 6.109 (6.109)  Accm: 2.22 (2.22)  Acct: 2.86 (2.86)  time: 0.3557  data: 0.0004
[11-16 05:48:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [ 417/1669]  eta: 0:08:40  tlr: 0.00015  tnm: 0.63  Lm: 6.504 (6.504)  Lt: 6.136 (6.136)  Accm: 2.22 (2.22)  Acct: 2.99 (2.99)  time: 0.4091  data: 0.0002
[11-16 05:48:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [ 417/1669]  eta: 0:08:40  tlr: 0.00015  tnm: 0.63  Lm: 6.536 (6.536)  Lt: 6.174 (6.174)  Accm: 2.30 (2.30)  Acct: 3.08 (3.08)  time: 0.4091  data: 0.0002
[11-16 05:48:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [ 417/1669]  eta: 0:08:40  tlr: 0.00015  tnm: 0.63  Lm: 6.530 (6.530)  Lt: 6.140 (6.140)  Accm: 2.30 (2.30)  Acct: 3.34 (3.34)  time: 0.4091  data: 0.0002
[11-16 05:48:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [ 417/1669]  eta: 0:08:40  tlr: 0.00015  tnm: 0.63  Lm: 6.507 (6.507)  Lt: 6.142 (6.142)  Accm: 2.41 (2.41)  Acct: 3.34 (3.34)  time: 0.4091  data: 0.0002
[11-16 05:51:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [ 834/1669]  eta: 0:05:42  tlr: 0.00015  tnm: 0.59  Lm: 6.502 (6.497)  Lt: 6.126 (6.116)  Accm: 2.45 (2.45)  Acct: 3.39 (3.44)  time: 0.4024  data: 0.0002
[11-16 05:51:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [ 834/1669]  eta: 0:05:42  tlr: 0.00015  tnm: 0.59  Lm: 6.525 (6.537)  Lt: 6.163 (6.162)  Accm: 2.21 (2.18)  Acct: 3.08 (3.02)  time: 0.4024  data: 0.0002
[11-16 05:51:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [ 834/1669]  eta: 0:05:42  tlr: 0.00015  tnm: 0.59  Lm: 6.518 (6.528)  Lt: 6.168 (6.149)  Accm: 2.24 (2.27)  Acct: 3.08 (3.08)  time: 0.4024  data: 0.0002
[11-16 05:51:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [ 834/1669]  eta: 0:05:42  tlr: 0.00015  tnm: 0.59  Lm: 6.528 (6.505)  Lt: 6.119 (6.113)  Accm: 2.40 (2.36)  Acct: 3.41 (3.36)  time: 0.4024  data: 0.0002
[11-16 05:54:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00015  tnm: 0.53  Lm: 6.502 (6.497)  Lt: 6.114 (6.112)  Accm: 2.33 (2.34)  Acct: 3.22 (3.24)  time: 0.4767  data: 0.0002
[11-16 05:54:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00015  tnm: 0.53  Lm: 6.519 (6.531)  Lt: 6.139 (6.151)  Accm: 2.22 (2.24)  Acct: 3.10 (3.17)  time: 0.4767  data: 0.0002
[11-16 05:54:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00015  tnm: 0.53  Lm: 6.516 (6.510)  Lt: 6.134 (6.125)  Accm: 2.30 (2.30)  Acct: 3.11 (3.13)  time: 0.4767  data: 0.0002
[11-16 05:54:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00015  tnm: 0.53  Lm: 6.489 (6.478)  Lt: 6.095 (6.092)  Accm: 2.46 (2.45)  Acct: 3.37 (3.42)  time: 0.4767  data: 0.0002
[11-16 05:57:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.54  Lm: 6.493 (6.481)  Lt: 6.110 (6.095)  Accm: 2.45 (2.44)  Acct: 3.39 (3.42)  time: 0.4440  data: 0.0015
[11-16 05:57:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   9/350]   Total time:      0:11:38   (0.418 s / it)
[11-16 05:57:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.54  Lm: 6.513 (6.515)  Lt: 6.115 (6.129)  Accm: 2.22 (2.33)  Acct: 3.12 (3.31)  time: 0.4440  data: 0.0015
[11-16 05:57:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.54  Lm: 6.476 (6.492)  Lt: 6.108 (6.105)  Accm: 2.32 (2.34)  Acct: 3.41 (3.27)  time: 0.4440  data: 0.0015
[11-16 05:57:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [   9/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.54  Lm: 6.518 (6.515)  Lt: 6.159 (6.132)  Accm: 2.36 (2.31)  Acct: 3.13 (3.18)  time: 0.4440  data: 0.0015
[11-16 05:57:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   9/350]   Total time:      0:11:38   (0.418 s / it)
[11-16 05:57:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   9/350]   Total time:      0:11:38   (0.418 s / it)
[11-16 05:57:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [   9/350]   Total time:      0:11:38   (0.418 s / it)
[11-16 06:00:19] (me/user/VAR/evaluator.py, line 590)=> downloading InceptionV3 model...
[11-16 06:01:33] (home/user/VAR/trainer.py, line 113)=> FID: 48.11976822646375
[11-16 06:01:34] (/home/user/VAR/train.py , line 259)=>  [*] [ep9]  (val 50000)  Lm: 6.4937, Lt: 6.1046, Acc m&t: 2.34 3.27,  Val cost: 263.02s
[11-16 06:01:34] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-16 06:01:52] (/home/user/VAR/train.py , line 276)=>      [ep9]  (training )  Lm: 6.494 (6.494), Lt: 6.105 (6.105),  Acc m&t: 2.34 3.27,  Remain: 2 days, 17:18:49,  Finish: 2024-11-18 07:15
[11-16 06:01:52] (/home/user/VAR/train.py , line 276)=>      [ep9]  (training )  Lm: 6.494 (6.494), Lt: 6.105 (6.105),  Acc m&t: 2.34 3.27,  Remain: 2 days, 17:19:05,  Finish: 2024-11-18 07:16
[11-16 06:01:52] (/home/user/VAR/train.py , line 276)=>      [ep9]  (training )  Lm: 6.494 (6.494), Lt: 6.105 (6.105),  Acc m&t: 2.34 3.27,  Remain: 2 days, 17:19:03,  Finish: 2024-11-18 07:16
[11-16 06:01:52] (/home/user/VAR/train.py , line 276)=>      [ep9]  (training )  Lm: 6.494 (6.494), Lt: 6.105 (6.105),  Acc m&t: 2.34 3.27,  Remain: 2 days, 17:17:47,  Finish: 2024-11-18 07:14
[11-16 06:01:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [   0/1669]  eta: 0:25:45  tlr: 0.00015  tnm: 0.52  Lm: 6.512 (6.512)  Lt: 6.144 (6.144)  Accm: 2.42 (2.42)  Acct: 3.44 (3.44)  time: 0.9261  data: 0.0004
[11-16 06:01:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [   0/1669]  eta: 0:25:45  tlr: 0.00015  tnm: 0.52  Lm: 6.417 (6.417)  Lt: 6.016 (6.016)  Accm: 2.78 (2.78)  Acct: 4.05 (4.05)  time: 0.9261  data: 0.0004
[11-16 06:01:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [   0/1669]  eta: 0:25:40  tlr: 0.00015  tnm: 0.52  Lm: 6.463 (6.463)  Lt: 6.015 (6.015)  Accm: 2.40 (2.40)  Acct: 3.58 (3.58)  time: 0.9229  data: 0.0004
[11-16 06:01:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [   0/1669]  eta: 0:25:45  tlr: 0.00015  tnm: 0.52  Lm: 6.413 (6.413)  Lt: 6.000 (6.000)  Accm: 2.37 (2.37)  Acct: 3.43 (3.43)  time: 0.9258  data: 0.0004
[11-16 06:04:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [ 417/1669]  eta: 0:08:26  tlr: 0.00015  tnm: 0.51  Lm: 6.432 (6.432)  Lt: 6.020 (6.020)  Accm: 2.44 (2.44)  Acct: 3.43 (3.43)  time: 0.4049  data: 0.0003
[11-16 06:04:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [ 417/1669]  eta: 0:08:26  tlr: 0.00015  tnm: 0.51  Lm: 6.450 (6.450)  Lt: 6.046 (6.046)  Accm: 2.61 (2.61)  Acct: 3.83 (3.83)  time: 0.4049  data: 0.0002
[11-16 06:04:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [ 417/1669]  eta: 0:08:26  tlr: 0.00015  tnm: 0.51  Lm: 6.513 (6.513)  Lt: 6.127 (6.127)  Accm: 2.35 (2.35)  Acct: 3.41 (3.41)  time: 0.4049  data: 0.0002
[11-16 06:04:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [ 417/1669]  eta: 0:08:26  tlr: 0.00015  tnm: 0.51  Lm: 6.466 (6.466)  Lt: 6.051 (6.051)  Accm: 2.35 (2.35)  Acct: 3.49 (3.49)  time: 0.4049  data: 0.0002
[11-16 06:07:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.57  Lm: 6.463 (6.451)  Lt: 6.041 (6.048)  Accm: 2.39 (2.36)  Acct: 3.39 (3.38)  time: 0.3989  data: 0.0002
[11-16 06:07:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.57  Lm: 6.482 (6.461)  Lt: 6.062 (6.052)  Accm: 2.48 (2.56)  Acct: 3.62 (3.72)  time: 0.3989  data: 0.0002
[11-16 06:07:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.57  Lm: 6.451 (6.465)  Lt: 6.041 (6.058)  Accm: 2.37 (2.35)  Acct: 3.43 (3.33)  time: 0.3989  data: 0.0002
[11-16 06:07:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.57  Lm: 6.512 (6.473)  Lt: 6.111 (6.082)  Accm: 2.42 (2.47)  Acct: 3.44 (3.64)  time: 0.3989  data: 0.0002
[11-16 06:10:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [1251/1669]  eta: 0:02:48  tlr: 0.00015  tnm: 0.54  Lm: 6.487 (6.470)  Lt: 6.069 (6.068)  Accm: 2.43 (2.46)  Acct: 3.41 (3.54)  time: 0.3976  data: 0.0002
[11-16 06:10:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [1251/1669]  eta: 0:02:48  tlr: 0.00015  tnm: 0.54  Lm: 6.469 (6.459)  Lt: 6.064 (6.055)  Accm: 2.48 (2.54)  Acct: 3.56 (3.66)  time: 0.3976  data: 0.0002
[11-16 06:10:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [1251/1669]  eta: 0:02:48  tlr: 0.00015  tnm: 0.54  Lm: 6.432 (6.450)  Lt: 6.020 (6.037)  Accm: 2.34 (2.34)  Acct: 3.37 (3.33)  time: 0.3976  data: 0.0002
[11-16 06:10:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [1251/1669]  eta: 0:02:48  tlr: 0.00015  tnm: 0.54  Lm: 6.442 (6.432)  Lt: 6.028 (6.020)  Accm: 2.40 (2.44)  Acct: 3.49 (3.52)  time: 0.3976  data: 0.0002
[11-16 06:13:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.56  Lm: 6.463 (6.438)  Lt: 6.037 (6.023)  Accm: 2.39 (2.43)  Acct: 3.39 (3.43)  time: 0.4833  data: 0.0016
[11-16 06:13:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  10/350]   Total time:      0:11:17   (0.406 s / it)
[11-16 06:13:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.56  Lm: 6.462 (6.446)  Lt: 6.027 (6.040)  Accm: 2.44 (2.53)  Acct: 3.44 (3.62)  time: 0.4833  data: 0.0015
[11-16 06:13:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.56  Lm: 6.464 (6.460)  Lt: 6.066 (6.058)  Accm: 2.48 (2.47)  Acct: 3.51 (3.56)  time: 0.4833  data: 0.0016
[11-16 06:13:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  10/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.56  Lm: 6.450 (6.450)  Lt: 6.034 (6.037)  Accm: 2.37 (2.36)  Acct: 3.43 (3.40)  time: 0.4833  data: 0.0016
[11-16 06:13:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  10/350]   Total time:      0:11:17   (0.406 s / it)
[11-16 06:13:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  10/350]   Total time:      0:11:17   (0.406 s / it)
[11-16 06:13:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  10/350]   Total time:      0:11:17   (0.406 s / it)
[11-16 06:13:10] (/home/user/VAR/train.py , line 276)=>      [ep10]  (training )  Lm: 6.443 (6.443), Lt: 6.041 (6.041),  Acc m&t: 2.45 3.45,  Remain: 2 days, 15:41:47,  Finish: 2024-11-18 05:54
[11-16 06:13:10] (/home/user/VAR/train.py , line 276)=>      [ep10]  (training )  Lm: 6.443 (6.443), Lt: 6.041 (6.041),  Acc m&t: 2.45 3.45,  Remain: 2 days, 15:41:03,  Finish: 2024-11-18 05:54
[11-16 06:13:10] (/home/user/VAR/train.py , line 276)=>      [ep10]  (training )  Lm: 6.443 (6.443), Lt: 6.041 (6.041),  Acc m&t: 2.45 3.45,  Remain: 2 days, 15:41:59,  Finish: 2024-11-18 05:55
[11-16 06:13:10] (/home/user/VAR/train.py , line 276)=>      [ep10]  (training )  Lm: 6.443 (6.443), Lt: 6.041 (6.041),  Acc m&t: 2.45 3.45,  Remain: 2 days, 15:41:49,  Finish: 2024-11-18 05:54
[11-16 06:13:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [   0/1669]  eta: 0:12:02  tlr: 0.00015  tnm: 0.55  Lm: 6.470 (6.470)  Lt: 6.075 (6.075)  Accm: 2.27 (2.27)  Acct: 3.22 (3.22)  time: 0.4327  data: 0.0003
[11-16 06:13:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [   0/1669]  eta: 0:09:16  tlr: 0.00015  tnm: 0.55  Lm: 6.403 (6.403)  Lt: 5.987 (5.987)  Accm: 2.57 (2.57)  Acct: 3.81 (3.81)  time: 0.3335  data: 0.0003
[11-16 06:13:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [   0/1669]  eta: 0:09:17  tlr: 0.00015  tnm: 0.55  Lm: 6.456 (6.456)  Lt: 6.056 (6.056)  Accm: 2.40 (2.40)  Acct: 3.34 (3.34)  time: 0.3338  data: 0.0003
[11-16 06:13:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [   0/1669]  eta: 0:09:15  tlr: 0.00015  tnm: 0.55  Lm: 6.410 (6.410)  Lt: 6.013 (6.013)  Accm: 2.46 (2.46)  Acct: 3.56 (3.56)  time: 0.3331  data: 0.0003
[11-16 06:16:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [ 417/1669]  eta: 0:08:31  tlr: 0.00015  tnm: 0.51  Lm: 6.380 (6.380)  Lt: 5.973 (5.973)  Accm: 2.62 (2.62)  Acct: 3.78 (3.78)  time: 0.4017  data: 0.0002
[11-16 06:16:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [ 417/1669]  eta: 0:08:32  tlr: 0.00015  tnm: 0.51  Lm: 6.426 (6.426)  Lt: 6.035 (6.035)  Accm: 2.37 (2.37)  Acct: 3.36 (3.36)  time: 0.4017  data: 0.0002
[11-16 06:16:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [ 417/1669]  eta: 0:08:31  tlr: 0.00015  tnm: 0.51  Lm: 6.434 (6.434)  Lt: 6.019 (6.019)  Accm: 2.42 (2.42)  Acct: 3.47 (3.47)  time: 0.4017  data: 0.0002
[11-16 06:16:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [ 417/1669]  eta: 0:08:31  tlr: 0.00015  tnm: 0.51  Lm: 6.415 (6.415)  Lt: 5.989 (5.989)  Accm: 2.53 (2.53)  Acct: 3.64 (3.64)  time: 0.4017  data: 0.0002
[11-16 06:18:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.49  Lm: 6.403 (6.408)  Lt: 5.991 (5.990)  Accm: 2.49 (2.49)  Acct: 3.50 (3.59)  time: 0.3981  data: 0.0002
[11-16 06:18:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.49  Lm: 6.408 (6.389)  Lt: 5.955 (5.967)  Accm: 2.49 (2.58)  Acct: 3.72 (3.76)  time: 0.3981  data: 0.0002
[11-16 06:18:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.49  Lm: 6.453 (6.440)  Lt: 6.038 (6.025)  Accm: 2.40 (2.37)  Acct: 3.34 (3.38)  time: 0.3981  data: 0.0002
[11-16 06:18:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.49  Lm: 6.449 (6.434)  Lt: 6.019 (6.029)  Accm: 2.44 (2.39)  Acct: 3.43 (3.38)  time: 0.3981  data: 0.0002
[11-16 06:21:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [1251/1669]  eta: 0:02:48  tlr: 0.00015  tnm: 0.57  Lm: 6.416 (6.407)  Lt: 6.006 (5.993)  Accm: 2.45 (2.46)  Acct: 3.46 (3.55)  time: 0.3983  data: 0.0002
[11-16 06:21:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [1251/1669]  eta: 0:02:48  tlr: 0.00015  tnm: 0.57  Lm: 6.433 (6.432)  Lt: 6.013 (6.016)  Accm: 2.42 (2.41)  Acct: 3.44 (3.42)  time: 0.3983  data: 0.0002
[11-16 06:21:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [1251/1669]  eta: 0:02:48  tlr: 0.00015  tnm: 0.57  Lm: 6.401 (6.406)  Lt: 5.989 (5.987)  Accm: 2.53 (2.57)  Acct: 3.65 (3.66)  time: 0.3983  data: 0.0002
[11-16 06:21:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [1251/1669]  eta: 0:02:48  tlr: 0.00015  tnm: 0.57  Lm: 6.409 (6.402)  Lt: 5.984 (5.991)  Accm: 2.53 (2.58)  Acct: 3.74 (3.76)  time: 0.3983  data: 0.0002
[11-16 06:24:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.54  Lm: 6.410 (6.407)  Lt: 6.009 (5.995)  Accm: 2.56 (2.60)  Acct: 3.75 (3.81)  time: 0.4032  data: 0.0014
[11-16 06:24:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  11/350]   Total time:      0:11:12   (0.403 s / it)
[11-16 06:24:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.54  Lm: 6.413 (6.421)  Lt: 5.987 (6.003)  Accm: 2.45 (2.45)  Acct: 3.55 (3.47)  time: 0.4032  data: 0.0019
[11-16 06:24:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.54  Lm: 6.403 (6.421)  Lt: 5.991 (6.001)  Accm: 2.49 (2.50)  Acct: 3.50 (3.57)  time: 0.4032  data: 0.0017
[11-16 06:24:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  11/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.54  Lm: 6.382 (6.395)  Lt: 5.994 (5.983)  Accm: 2.46 (2.53)  Acct: 3.50 (3.61)  time: 0.4032  data: 0.0018
[11-16 06:24:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  11/350]   Total time:      0:11:12   (0.403 s / it)
[11-16 06:24:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  11/350]   Total time:      0:11:12   (0.403 s / it)
[11-16 06:24:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  11/350]   Total time:      0:11:13   (0.403 s / it)
[11-16 06:24:25] (/home/user/VAR/train.py , line 276)=>      [ep11]  (training )  Lm: 6.424 (6.424), Lt: 6.011 (6.011),  Acc m&t: 2.51 3.57,  Remain: 2 days, 16:45:52,  Finish: 2024-11-18 07:10
[11-16 06:24:25] (/home/user/VAR/train.py , line 276)=>      [ep11]  (training )  Lm: 6.424 (6.424), Lt: 6.011 (6.011),  Acc m&t: 2.51 3.57,  Remain: 2 days, 16:44:41,  Finish: 2024-11-18 07:09
[11-16 06:24:25] (/home/user/VAR/train.py , line 276)=>      [ep11]  (training )  Lm: 6.424 (6.424), Lt: 6.011 (6.011),  Acc m&t: 2.51 3.57,  Remain: 2 days, 16:44:44,  Finish: 2024-11-18 07:09
[11-16 06:24:25] (/home/user/VAR/train.py , line 276)=>      [ep11]  (training )  Lm: 6.424 (6.424), Lt: 6.011 (6.011),  Acc m&t: 2.51 3.57,  Remain: 2 days, 16:46:20,  Finish: 2024-11-18 07:10
[11-16 06:24:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [   0/1669]  eta: 0:09:48  tlr: 0.00015  tnm: 0.53  Lm: 6.390 (6.390)  Lt: 5.968 (5.968)  Accm: 2.56 (2.56)  Acct: 3.68 (3.68)  time: 0.3523  data: 0.0004
[11-16 06:24:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [   0/1669]  eta: 0:09:48  tlr: 0.00015  tnm: 0.53  Lm: 6.427 (6.427)  Lt: 6.000 (6.000)  Accm: 2.41 (2.41)  Acct: 3.36 (3.36)  time: 0.3525  data: 0.0003
[11-16 06:24:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [   0/1669]  eta: 0:09:47  tlr: 0.00015  tnm: 0.53  Lm: 6.432 (6.432)  Lt: 5.999 (5.999)  Accm: 2.24 (2.24)  Acct: 3.20 (3.20)  time: 0.3518  data: 0.0003
[11-16 06:24:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [   0/1669]  eta: 0:09:48  tlr: 0.00015  tnm: 0.53  Lm: 6.424 (6.424)  Lt: 6.003 (6.003)  Accm: 2.34 (2.34)  Acct: 3.44 (3.44)  time: 0.3525  data: 0.0004
[11-16 06:27:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00015  tnm: 0.58  Lm: 6.436 (6.436)  Lt: 6.007 (6.007)  Accm: 2.37 (2.37)  Acct: 3.32 (3.32)  time: 0.4022  data: 0.0002
[11-16 06:27:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00015  tnm: 0.58  Lm: 6.410 (6.410)  Lt: 5.956 (5.956)  Accm: 2.60 (2.60)  Acct: 3.96 (3.96)  time: 0.4022  data: 0.0002
[11-16 06:27:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00015  tnm: 0.58  Lm: 6.439 (6.439)  Lt: 6.012 (6.012)  Accm: 2.32 (2.32)  Acct: 3.34 (3.34)  time: 0.4022  data: 0.0002
[11-16 06:27:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00015  tnm: 0.58  Lm: 6.373 (6.373)  Lt: 5.957 (5.957)  Accm: 2.78 (2.78)  Acct: 4.12 (4.12)  time: 0.4022  data: 0.0002
[11-16 06:30:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00015  tnm: 0.50  Lm: 6.390 (6.388)  Lt: 5.968 (5.965)  Accm: 2.76 (2.77)  Acct: 3.75 (3.99)  time: 0.4372  data: 0.0002
[11-16 06:30:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00015  tnm: 0.50  Lm: 6.393 (6.398)  Lt: 5.955 (5.956)  Accm: 2.69 (2.63)  Acct: 3.86 (3.93)  time: 0.4372  data: 0.0002
[11-16 06:30:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00015  tnm: 0.50  Lm: 6.439 (6.439)  Lt: 6.016 (6.013)  Accm: 2.40 (2.39)  Acct: 3.39 (3.36)  time: 0.4372  data: 0.0002
[11-16 06:30:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00015  tnm: 0.50  Lm: 6.424 (6.428)  Lt: 6.003 (6.005)  Accm: 2.41 (2.41)  Acct: 3.39 (3.35)  time: 0.4372  data: 0.0002
[11-16 06:33:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.45  Lm: 6.421 (6.426)  Lt: 6.007 (6.008)  Accm: 2.45 (2.45)  Acct: 3.42 (3.42)  time: 0.4061  data: 0.0002
[11-16 06:33:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.45  Lm: 6.391 (6.396)  Lt: 5.964 (5.960)  Accm: 2.60 (2.60)  Acct: 3.76 (3.86)  time: 0.4061  data: 0.0002
[11-16 06:33:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.45  Lm: 6.436 (6.434)  Lt: 6.008 (6.003)  Accm: 2.43 (2.41)  Acct: 3.43 (3.43)  time: 0.4061  data: 0.0002
[11-16 06:33:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.45  Lm: 6.373 (6.379)  Lt: 5.957 (5.951)  Accm: 2.74 (2.76)  Acct: 3.86 (3.99)  time: 0.4061  data: 0.0002
[11-16 06:35:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.51  Lm: 6.356 (6.359)  Lt: 5.946 (5.926)  Accm: 2.76 (2.79)  Acct: 3.96 (4.06)  time: 0.4072  data: 0.0016
[11-16 06:35:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  12/350]   Total time:      0:11:32   (0.415 s / it)
[11-16 06:35:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.51  Lm: 6.419 (6.412)  Lt: 6.003 (5.989)  Accm: 2.48 (2.51)  Acct: 3.44 (3.55)  time: 0.4072  data: 0.0015
[11-16 06:35:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.51  Lm: 6.432 (6.411)  Lt: 5.999 (5.982)  Accm: 2.45 (2.46)  Acct: 3.48 (3.52)  time: 0.4072  data: 0.0019
[11-16 06:35:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  12/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.51  Lm: 6.388 (6.380)  Lt: 5.955 (5.939)  Accm: 2.69 (2.68)  Acct: 3.86 (3.97)  time: 0.4072  data: 0.0014
[11-16 06:35:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  12/350]   Total time:      0:11:32   (0.415 s / it)
[11-16 06:35:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  12/350]   Total time:      0:11:32   (0.415 s / it)
[11-16 06:35:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  12/350]   Total time:      0:11:32   (0.415 s / it)
[11-16 06:35:58] (/home/user/VAR/train.py , line 276)=>      [ep12]  (training )  Lm: 6.392 (6.392), Lt: 5.963 (5.963),  Acc m&t: 2.61 3.72,  Remain: 2 days, 16:28:29,  Finish: 2024-11-18 07:04
[11-16 06:35:58] (/home/user/VAR/train.py , line 276)=>      [ep12]  (training )  Lm: 6.392 (6.392), Lt: 5.963 (5.963),  Acc m&t: 2.61 3.72,  Remain: 2 days, 16:28:57,  Finish: 2024-11-18 07:04
[11-16 06:35:58] (/home/user/VAR/train.py , line 276)=>      [ep12]  (training )  Lm: 6.392 (6.392), Lt: 5.963 (5.963),  Acc m&t: 2.61 3.72,  Remain: 2 days, 16:28:57,  Finish: 2024-11-18 07:04
[11-16 06:35:58] (/home/user/VAR/train.py , line 276)=>      [ep12]  (training )  Lm: 6.392 (6.392), Lt: 5.963 (5.963),  Acc m&t: 2.61 3.72,  Remain: 2 days, 16:28:16,  Finish: 2024-11-18 07:04
[11-16 06:35:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [   0/1669]  eta: 0:10:17  tlr: 0.00015  tnm: 0.57  Lm: 6.422 (6.422)  Lt: 5.994 (5.994)  Accm: 2.53 (2.53)  Acct: 3.63 (3.63)  time: 0.3699  data: 0.0003
[11-16 06:35:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [   0/1669]  eta: 0:10:17  tlr: 0.00015  tnm: 0.57  Lm: 6.379 (6.379)  Lt: 5.974 (5.974)  Accm: 2.50 (2.50)  Acct: 3.41 (3.41)  time: 0.3703  data: 0.0003
[11-16 06:35:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [   0/1669]  eta: 0:10:18  tlr: 0.00015  tnm: 0.57  Lm: 6.306 (6.306)  Lt: 5.844 (5.844)  Accm: 3.00 (3.00)  Acct: 4.53 (4.53)  time: 0.3704  data: 0.0003
[11-16 06:35:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [   0/1669]  eta: 0:10:18  tlr: 0.00015  tnm: 0.57  Lm: 6.366 (6.366)  Lt: 5.940 (5.940)  Accm: 2.58 (2.58)  Acct: 3.70 (3.70)  time: 0.3705  data: 0.0003
[11-16 06:38:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [ 417/1669]  eta: 0:08:29  tlr: 0.00015  tnm: 0.53  Lm: 6.329 (6.329)  Lt: 5.875 (5.875)  Accm: 2.78 (2.78)  Acct: 4.01 (4.01)  time: 0.4017  data: 0.0002
[11-16 06:38:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [ 417/1669]  eta: 0:08:29  tlr: 0.00015  tnm: 0.53  Lm: 6.325 (6.325)  Lt: 5.867 (5.867)  Accm: 2.87 (2.87)  Acct: 4.16 (4.16)  time: 0.4017  data: 0.0002
[11-16 06:38:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [ 417/1669]  eta: 0:08:29  tlr: 0.00015  tnm: 0.53  Lm: 6.364 (6.364)  Lt: 5.942 (5.942)  Accm: 2.63 (2.63)  Acct: 3.56 (3.56)  time: 0.4017  data: 0.0002
[11-16 06:38:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [ 417/1669]  eta: 0:08:29  tlr: 0.00015  tnm: 0.53  Lm: 6.412 (6.412)  Lt: 6.000 (6.000)  Accm: 2.58 (2.58)  Acct: 3.64 (3.64)  time: 0.4017  data: 0.0002
[11-16 06:41:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [ 834/1669]  eta: 0:05:38  tlr: 0.00015  tnm: 0.51  Lm: 6.402 (6.407)  Lt: 5.994 (5.978)  Accm: 2.62 (2.59)  Acct: 3.65 (3.74)  time: 0.4439  data: 0.0003
[11-16 06:41:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [ 834/1669]  eta: 0:05:38  tlr: 0.00015  tnm: 0.51  Lm: 6.349 (6.340)  Lt: 5.910 (5.909)  Accm: 2.76 (2.79)  Acct: 3.72 (3.88)  time: 0.4438  data: 0.0003
[11-16 06:41:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [ 834/1669]  eta: 0:05:38  tlr: 0.00015  tnm: 0.51  Lm: 6.343 (6.335)  Lt: 5.889 (5.876)  Accm: 2.73 (2.82)  Acct: 3.87 (4.06)  time: 0.4439  data: 0.0002
[11-16 06:41:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [ 834/1669]  eta: 0:05:38  tlr: 0.00015  tnm: 0.51  Lm: 6.361 (6.340)  Lt: 5.902 (5.884)  Accm: 2.59 (2.72)  Acct: 3.74 (3.92)  time: 0.4439  data: 0.0002
[11-16 06:44:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00015  tnm: 0.46  Lm: 6.327 (6.322)  Lt: 5.870 (5.873)  Accm: 2.68 (2.73)  Acct: 3.81 (3.91)  time: 0.3997  data: 0.0002
[11-16 06:44:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00015  tnm: 0.46  Lm: 6.349 (6.352)  Lt: 5.892 (5.893)  Accm: 2.72 (2.76)  Acct: 3.84 (4.00)  time: 0.3997  data: 0.0002
[11-16 06:44:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00015  tnm: 0.46  Lm: 6.321 (6.327)  Lt: 5.880 (5.894)  Accm: 2.83 (2.81)  Acct: 4.03 (3.99)  time: 0.3997  data: 0.0002
[11-16 06:44:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00015  tnm: 0.46  Lm: 6.399 (6.384)  Lt: 5.964 (5.950)  Accm: 2.62 (2.62)  Acct: 3.79 (3.81)  time: 0.3997  data: 0.0002
[11-16 06:47:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.52  Lm: 6.361 (6.352)  Lt: 5.902 (5.914)  Accm: 2.59 (2.63)  Acct: 3.74 (3.76)  time: 0.4027  data: 0.0016
[11-16 06:47:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.52  Lm: 6.349 (6.340)  Lt: 5.910 (5.900)  Accm: 2.76 (2.78)  Acct: 3.93 (3.98)  time: 0.4027  data: 0.0017
[11-16 06:47:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.52  Lm: 6.343 (6.346)  Lt: 5.889 (5.885)  Accm: 2.73 (2.77)  Acct: 3.82 (3.96)  time: 0.4027  data: 0.0014
[11-16 06:47:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  13/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.52  Lm: 6.396 (6.371)  Lt: 5.934 (5.927)  Accm: 2.63 (2.65)  Acct: 3.93 (3.87)  time: 0.4027  data: 0.0015
[11-16 06:47:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  13/350]   Total time:      0:11:29   (0.413 s / it)
[11-16 06:47:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  13/350]   Total time:      0:11:29   (0.413 s / it)
[11-16 06:47:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  13/350]   Total time:      0:11:29   (0.413 s / it)
[11-16 06:47:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  13/350]   Total time:      0:11:29   (0.413 s / it)
[11-16 06:47:27] (/home/user/VAR/train.py , line 276)=>      [ep13]  (training )  Lm: 6.356 (6.356), Lt: 5.911 (5.911),  Acc m&t: 2.68 3.85,  Remain: 2 days, 16:01:35,  Finish: 2024-11-18 06:49
[11-16 06:47:27] (/home/user/VAR/train.py , line 276)=>      [ep13]  (training )  Lm: 6.356 (6.356), Lt: 5.911 (5.911),  Acc m&t: 2.68 3.85,  Remain: 2 days, 16:02:01,  Finish: 2024-11-18 06:49
[11-16 06:47:27] (/home/user/VAR/train.py , line 276)=>      [ep13]  (training )  Lm: 6.356 (6.356), Lt: 5.911 (5.911),  Acc m&t: 2.68 3.85,  Remain: 2 days, 16:03:16,  Finish: 2024-11-18 06:50
[11-16 06:47:27] (/home/user/VAR/train.py , line 276)=>      [ep13]  (training )  Lm: 6.356 (6.356), Lt: 5.911 (5.911),  Acc m&t: 2.68 3.85,  Remain: 2 days, 16:02:59,  Finish: 2024-11-18 06:50
[11-16 06:47:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [   0/1669]  eta: 0:09:33  tlr: 0.00015  tnm: 0.51  Lm: 6.358 (6.358)  Lt: 5.905 (5.905)  Accm: 2.79 (2.79)  Acct: 4.27 (4.27)  time: 0.3435  data: 0.0004
[11-16 06:47:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [   0/1669]  eta: 0:09:34  tlr: 0.00015  tnm: 0.51  Lm: 6.262 (6.262)  Lt: 5.821 (5.821)  Accm: 2.94 (2.94)  Acct: 4.05 (4.05)  time: 0.3439  data: 0.0003
[11-16 06:47:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [   0/1669]  eta: 0:09:33  tlr: 0.00015  tnm: 0.51  Lm: 6.313 (6.313)  Lt: 5.841 (5.841)  Accm: 2.76 (2.76)  Acct: 3.89 (3.89)  time: 0.3438  data: 0.0004
[11-16 06:47:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [   0/1669]  eta: 0:09:33  tlr: 0.00015  tnm: 0.51  Lm: 6.402 (6.402)  Lt: 5.941 (5.941)  Accm: 2.52 (2.52)  Acct: 3.79 (3.79)  time: 0.3436  data: 0.0003
[11-16 06:50:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [ 417/1669]  eta: 0:08:37  tlr: 0.00015  tnm: 0.52  Lm: 6.355 (6.355)  Lt: 5.889 (5.889)  Accm: 2.73 (2.73)  Acct: 3.87 (3.87)  time: 0.4039  data: 0.0002
[11-16 06:50:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [ 417/1669]  eta: 0:08:37  tlr: 0.00015  tnm: 0.52  Lm: 6.310 (6.310)  Lt: 5.852 (5.852)  Accm: 2.91 (2.91)  Acct: 4.34 (4.34)  time: 0.4039  data: 0.0002
[11-16 06:50:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [ 417/1669]  eta: 0:08:37  tlr: 0.00015  tnm: 0.52  Lm: 6.287 (6.287)  Lt: 5.840 (5.840)  Accm: 2.87 (2.87)  Acct: 3.91 (3.91)  time: 0.4039  data: 0.0002
[11-16 06:50:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [ 417/1669]  eta: 0:08:37  tlr: 0.00015  tnm: 0.52  Lm: 6.328 (6.328)  Lt: 5.860 (5.860)  Accm: 2.76 (2.76)  Acct: 3.89 (3.89)  time: 0.4039  data: 0.0002
[11-16 06:53:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [ 834/1669]  eta: 0:05:41  tlr: 0.00015  tnm: 0.55  Lm: 6.313 (6.322)  Lt: 5.841 (5.851)  Accm: 2.76 (2.83)  Acct: 3.89 (3.99)  time: 0.4046  data: 0.0002
[11-16 06:53:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [ 834/1669]  eta: 0:05:41  tlr: 0.00015  tnm: 0.55  Lm: 6.312 (6.311)  Lt: 5.850 (5.851)  Accm: 2.97 (2.93)  Acct: 4.41 (4.39)  time: 0.4046  data: 0.0002
[11-16 06:53:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [ 834/1669]  eta: 0:05:41  tlr: 0.00015  tnm: 0.55  Lm: 6.307 (6.339)  Lt: 5.838 (5.863)  Accm: 2.94 (2.80)  Acct: 3.96 (4.06)  time: 0.4046  data: 0.0002
[11-16 06:53:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [ 834/1669]  eta: 0:05:41  tlr: 0.00015  tnm: 0.55  Lm: 6.262 (6.268)  Lt: 5.821 (5.813)  Accm: 2.94 (2.97)  Acct: 4.05 (4.16)  time: 0.4046  data: 0.0002
[11-16 06:56:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00015  tnm: 0.47  Lm: 6.287 (6.294)  Lt: 5.840 (5.842)  Accm: 2.87 (2.89)  Acct: 3.91 (4.06)  time: 0.4426  data: 0.0002
[11-16 06:56:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00015  tnm: 0.47  Lm: 6.312 (6.311)  Lt: 5.847 (5.849)  Accm: 2.90 (2.90)  Acct: 4.34 (4.34)  time: 0.4426  data: 0.0002
[11-16 06:56:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00015  tnm: 0.47  Lm: 6.354 (6.354)  Lt: 5.889 (5.887)  Accm: 2.73 (2.70)  Acct: 3.87 (3.91)  time: 0.4426  data: 0.0002
[11-16 06:56:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00015  tnm: 0.47  Lm: 6.312 (6.316)  Lt: 5.837 (5.841)  Accm: 2.78 (2.82)  Acct: 4.05 (4.05)  time: 0.4426  data: 0.0002
[11-16 06:58:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.48  Lm: 6.313 (6.327)  Lt: 5.841 (5.854)  Accm: 2.76 (2.80)  Acct: 3.98 (4.03)  time: 0.4007  data: 0.0016
[11-16 06:58:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  14/350]   Total time:      0:11:24   (0.410 s / it)
[11-16 06:58:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.48  Lm: 6.312 (6.300)  Lt: 5.821 (5.836)  Accm: 2.92 (2.89)  Acct: 4.05 (4.10)  time: 0.4007  data: 0.0017
[11-16 06:58:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.48  Lm: 6.307 (6.326)  Lt: 5.838 (5.861)  Accm: 2.94 (2.80)  Acct: 3.96 (4.00)  time: 0.4007  data: 0.0019
[11-16 06:58:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  14/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.48  Lm: 6.312 (6.280)  Lt: 5.844 (5.815)  Accm: 2.97 (3.01)  Acct: 4.41 (4.41)  time: 0.4007  data: 0.0014
[11-16 06:58:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  14/350]   Total time:      0:11:24   (0.410 s / it)
[11-16 06:58:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  14/350]   Total time:      0:11:24   (0.410 s / it)
[11-16 06:58:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  14/350]   Total time:      0:11:24   (0.410 s / it)
[11-16 06:58:52] (/home/user/VAR/train.py , line 276)=>      [ep14]  (training )  Lm: 6.335 (6.335), Lt: 5.872 (5.872),  Acc m&t: 2.77 4.01,  Remain: 2 days, 15:54:37,  Finish: 2024-11-18 06:53
[11-16 06:58:52] (/home/user/VAR/train.py , line 276)=>      [ep14]  (training )  Lm: 6.335 (6.335), Lt: 5.872 (5.872),  Acc m&t: 2.77 4.01,  Remain: 2 days, 15:53:38,  Finish: 2024-11-18 06:52
[11-16 06:58:52] (/home/user/VAR/train.py , line 276)=>      [ep14]  (training )  Lm: 6.335 (6.335), Lt: 5.872 (5.872),  Acc m&t: 2.77 4.01,  Remain: 2 days, 15:53:23,  Finish: 2024-11-18 06:52
[11-16 06:58:52] (/home/user/VAR/train.py , line 276)=>      [ep14]  (training )  Lm: 6.335 (6.335), Lt: 5.872 (5.872),  Acc m&t: 2.77 4.01,  Remain: 2 days, 15:53:45,  Finish: 2024-11-18 06:52
[11-16 06:58:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [   0/1669]  eta: 0:09:17  tlr: 0.00015  tnm: 0.50  Lm: 6.194 (6.194)  Lt: 5.692 (5.692)  Accm: 3.20 (3.20)  Acct: 4.98 (4.98)  time: 0.3342  data: 0.0004
[11-16 06:58:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [   0/1669]  eta: 0:09:19  tlr: 0.00015  tnm: 0.50  Lm: 6.197 (6.197)  Lt: 5.702 (5.702)  Accm: 3.19 (3.19)  Acct: 4.72 (4.72)  time: 0.3350  data: 0.0004
[11-16 06:58:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [   0/1669]  eta: 0:09:17  tlr: 0.00015  tnm: 0.50  Lm: 6.371 (6.371)  Lt: 5.930 (5.930)  Accm: 2.62 (2.62)  Acct: 3.65 (3.65)  time: 0.3343  data: 0.0003
[11-16 06:58:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [   0/1669]  eta: 0:09:18  tlr: 0.00015  tnm: 0.50  Lm: 6.293 (6.293)  Lt: 5.831 (5.831)  Accm: 2.83 (2.83)  Acct: 4.25 (4.25)  time: 0.3349  data: 0.0004
[11-16 07:01:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [ 417/1669]  eta: 0:09:03  tlr: 0.00015  tnm: 0.50  Lm: 6.294 (6.294)  Lt: 5.821 (5.821)  Accm: 2.79 (2.79)  Acct: 4.22 (4.22)  time: 0.3933  data: 0.0002
[11-16 07:01:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [ 417/1669]  eta: 0:09:03  tlr: 0.00015  tnm: 0.50  Lm: 6.294 (6.294)  Lt: 5.834 (5.834)  Accm: 2.84 (2.84)  Acct: 4.03 (4.03)  time: 0.3933  data: 0.0002
[11-16 07:01:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [ 417/1669]  eta: 0:09:03  tlr: 0.00015  tnm: 0.50  Lm: 6.234 (6.234)  Lt: 5.739 (5.739)  Accm: 3.14 (3.14)  Acct: 4.64 (4.64)  time: 0.3933  data: 0.0002
[11-16 07:01:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [ 417/1669]  eta: 0:09:03  tlr: 0.00015  tnm: 0.50  Lm: 6.199 (6.199)  Lt: 5.711 (5.711)  Accm: 3.17 (3.17)  Acct: 4.86 (4.86)  time: 0.3933  data: 0.0002
[11-16 07:04:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00015  tnm: 0.47  Lm: 6.203 (6.256)  Lt: 5.729 (5.769)  Accm: 3.15 (2.97)  Acct: 4.73 (4.47)  time: 0.3958  data: 0.0002
[11-16 07:04:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00015  tnm: 0.47  Lm: 6.324 (6.304)  Lt: 5.829 (5.832)  Accm: 3.02 (2.90)  Acct: 4.22 (4.09)  time: 0.3958  data: 0.0002
[11-16 07:04:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00015  tnm: 0.47  Lm: 6.271 (6.274)  Lt: 5.777 (5.785)  Accm: 3.09 (3.01)  Acct: 4.56 (4.50)  time: 0.3958  data: 0.0002
[11-16 07:04:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00015  tnm: 0.47  Lm: 6.293 (6.288)  Lt: 5.812 (5.791)  Accm: 2.83 (2.83)  Acct: 4.24 (4.22)  time: 0.3958  data: 0.0002
[11-16 07:07:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00015  tnm: 0.46  Lm: 6.294 (6.293)  Lt: 5.821 (5.804)  Accm: 2.86 (2.91)  Acct: 4.24 (4.30)  time: 0.4400  data: 0.0002
[11-16 07:07:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00015  tnm: 0.46  Lm: 6.347 (6.335)  Lt: 5.879 (5.863)  Accm: 2.82 (2.82)  Acct: 3.93 (3.96)  time: 0.4400  data: 0.0002
[11-16 07:07:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00015  tnm: 0.46  Lm: 6.234 (6.249)  Lt: 5.739 (5.759)  Accm: 3.09 (3.03)  Acct: 4.57 (4.52)  time: 0.4400  data: 0.0002
[11-16 07:07:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00015  tnm: 0.46  Lm: 6.258 (6.270)  Lt: 5.769 (5.779)  Accm: 2.96 (2.92)  Acct: 4.30 (4.32)  time: 0.4401  data: 0.0002
[11-16 07:10:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.46  Lm: 6.234 (6.263)  Lt: 5.785 (5.780)  Accm: 3.15 (2.97)  Acct: 4.30 (4.32)  time: 0.3958  data: 0.0016
[11-16 07:10:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  15/350]   Total time:      0:11:24   (0.410 s / it)
[11-16 07:10:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.46  Lm: 6.294 (6.295)  Lt: 5.822 (5.808)  Accm: 2.83 (2.86)  Acct: 4.24 (4.23)  time: 0.3957  data: 0.0016
[11-16 07:10:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.46  Lm: 6.246 (6.249)  Lt: 5.757 (5.758)  Accm: 3.09 (3.01)  Acct: 4.56 (4.49)  time: 0.3958  data: 0.0016
[11-16 07:10:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  15/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.46  Lm: 6.324 (6.325)  Lt: 5.829 (5.847)  Accm: 2.84 (2.82)  Acct: 4.22 (4.03)  time: 0.3958  data: 0.0015
[11-16 07:10:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  15/350]   Total time:      0:11:24   (0.410 s / it)
[11-16 07:10:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  15/350]   Total time:      0:11:24   (0.410 s / it)
[11-16 07:10:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  15/350]   Total time:      0:11:24   (0.410 s / it)
[11-16 07:10:17] (/home/user/VAR/train.py , line 276)=>      [ep15]  (training )  Lm: 6.290 (6.290), Lt: 5.810 (5.810),  Acc m&t: 2.90 4.21,  Remain: 2 days, 14:41:06,  Finish: 2024-11-18 05:51
[11-16 07:10:17] (/home/user/VAR/train.py , line 276)=>      [ep15]  (training )  Lm: 6.290 (6.290), Lt: 5.810 (5.810),  Acc m&t: 2.90 4.21,  Remain: 2 days, 14:39:39,  Finish: 2024-11-18 05:49
[11-16 07:10:17] (/home/user/VAR/train.py , line 276)=>      [ep15]  (training )  Lm: 6.290 (6.290), Lt: 5.810 (5.810),  Acc m&t: 2.90 4.21,  Remain: 2 days, 14:39:49,  Finish: 2024-11-18 05:50
[11-16 07:10:17] (/home/user/VAR/train.py , line 276)=>      [ep15]  (training )  Lm: 6.290 (6.290), Lt: 5.810 (5.810),  Acc m&t: 2.90 4.21,  Remain: 2 days, 14:38:42,  Finish: 2024-11-18 05:48
[11-16 07:10:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [   0/1669]  eta: 0:10:09  tlr: 0.00015  tnm: 0.56  Lm: 6.377 (6.377)  Lt: 5.912 (5.912)  Accm: 2.71 (2.71)  Acct: 3.93 (3.93)  time: 0.3651  data: 0.0003
[11-16 07:10:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [   0/1669]  eta: 0:10:10  tlr: 0.00015  tnm: 0.56  Lm: 6.215 (6.215)  Lt: 5.733 (5.733)  Accm: 3.18 (3.18)  Acct: 4.84 (4.84)  time: 0.3658  data: 0.0003
[11-16 07:10:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [   0/1669]  eta: 0:10:10  tlr: 0.00015  tnm: 0.56  Lm: 6.267 (6.267)  Lt: 5.772 (5.772)  Accm: 3.03 (3.03)  Acct: 4.25 (4.25)  time: 0.3660  data: 0.0004
[11-16 07:10:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [   0/1669]  eta: 0:10:08  tlr: 0.00015  tnm: 0.56  Lm: 6.080 (6.080)  Lt: 5.583 (5.583)  Accm: 3.54 (3.54)  Acct: 5.23 (5.23)  time: 0.3647  data: 0.0004
[11-16 07:13:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [ 417/1669]  eta: 0:08:55  tlr: 0.00015  tnm: 0.46  Lm: 6.258 (6.258)  Lt: 5.778 (5.778)  Accm: 2.99 (2.99)  Acct: 4.42 (4.42)  time: 0.4500  data: 0.0002
[11-16 07:13:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [ 417/1669]  eta: 0:08:55  tlr: 0.00015  tnm: 0.46  Lm: 6.344 (6.344)  Lt: 5.867 (5.867)  Accm: 2.77 (2.77)  Acct: 4.03 (4.03)  time: 0.4501  data: 0.0002
[11-16 07:13:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [ 417/1669]  eta: 0:08:55  tlr: 0.00015  tnm: 0.46  Lm: 6.282 (6.282)  Lt: 5.775 (5.775)  Accm: 2.98 (2.98)  Acct: 4.26 (4.26)  time: 0.4500  data: 0.0002
[11-16 07:13:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [ 417/1669]  eta: 0:08:55  tlr: 0.00015  tnm: 0.46  Lm: 6.239 (6.239)  Lt: 5.759 (5.759)  Accm: 3.08 (3.08)  Acct: 4.46 (4.46)  time: 0.4501  data: 0.0002
[11-16 07:16:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00015  tnm: 0.48  Lm: 6.263 (6.260)  Lt: 5.786 (5.777)  Accm: 2.99 (2.98)  Acct: 4.08 (4.32)  time: 0.4029  data: 0.0002
[11-16 07:16:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00015  tnm: 0.48  Lm: 6.365 (6.351)  Lt: 5.857 (5.863)  Accm: 2.76 (2.77)  Acct: 4.13 (4.07)  time: 0.4029  data: 0.0002
[11-16 07:16:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00015  tnm: 0.48  Lm: 6.239 (6.252)  Lt: 5.717 (5.758)  Accm: 2.71 (2.90)  Acct: 4.13 (4.32)  time: 0.4029  data: 0.0002
[11-16 07:16:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00015  tnm: 0.48  Lm: 6.297 (6.294)  Lt: 5.777 (5.807)  Accm: 3.03 (3.01)  Acct: 4.27 (4.31)  time: 0.4029  data: 0.0002
[11-16 07:19:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.50  Lm: 6.307 (6.302)  Lt: 5.796 (5.809)  Accm: 2.98 (2.97)  Acct: 4.34 (4.37)  time: 0.4004  data: 0.0002
[11-16 07:19:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.50  Lm: 6.283 (6.293)  Lt: 5.798 (5.822)  Accm: 2.88 (2.80)  Acct: 4.05 (4.02)  time: 0.4004  data: 0.0002
[11-16 07:19:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.50  Lm: 6.253 (6.256)  Lt: 5.733 (5.755)  Accm: 2.88 (2.94)  Acct: 4.54 (4.48)  time: 0.4004  data: 0.0002
[11-16 07:19:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.50  Lm: 6.337 (6.332)  Lt: 5.839 (5.848)  Accm: 2.80 (2.79)  Acct: 4.14 (4.14)  time: 0.4004  data: 0.0002
[11-16 07:21:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.50  Lm: 6.310 (6.319)  Lt: 5.821 (5.831)  Accm: 2.83 (2.83)  Acct: 4.15 (4.21)  time: 0.4036  data: 0.0014
[11-16 07:21:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  16/350]   Total time:      0:11:34   (0.416 s / it)
[11-16 07:21:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.50  Lm: 6.239 (6.252)  Lt: 5.728 (5.750)  Accm: 2.96 (2.94)  Acct: 4.49 (4.48)  time: 0.4036  data: 0.0017
[11-16 07:21:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.50  Lm: 6.263 (6.276)  Lt: 5.786 (5.792)  Accm: 2.99 (2.91)  Acct: 4.08 (4.27)  time: 0.4036  data: 0.0016
[11-16 07:21:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  16/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.50  Lm: 6.297 (6.291)  Lt: 5.777 (5.803)  Accm: 3.03 (2.99)  Acct: 4.41 (4.40)  time: 0.4036  data: 0.0017
[11-16 07:21:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  16/350]   Total time:      0:11:34   (0.416 s / it)
[11-16 07:21:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  16/350]   Total time:      0:11:34   (0.416 s / it)
[11-16 07:21:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  16/350]   Total time:      0:11:34   (0.416 s / it)
[11-16 07:21:52] (/home/user/VAR/train.py , line 276)=>      [ep16]  (training )  Lm: 6.283 (6.283), Lt: 5.792 (5.792),  Acc m&t: 2.94 4.31,  Remain: 2 days, 15:41:44,  Finish: 2024-11-18 07:03
[11-16 07:21:52] (/home/user/VAR/train.py , line 276)=>      [ep16]  (training )  Lm: 6.283 (6.283), Lt: 5.792 (5.792),  Acc m&t: 2.94 4.31,  Remain: 2 days, 15:41:31,  Finish: 2024-11-18 07:03
[11-16 07:21:52] (/home/user/VAR/train.py , line 276)=>      [ep16]  (training )  Lm: 6.283 (6.283), Lt: 5.792 (5.792),  Acc m&t: 2.94 4.31,  Remain: 2 days, 15:42:30,  Finish: 2024-11-18 07:04
[11-16 07:21:52] (/home/user/VAR/train.py , line 276)=>      [ep16]  (training )  Lm: 6.283 (6.283), Lt: 5.792 (5.792),  Acc m&t: 2.94 4.31,  Remain: 2 days, 15:40:41,  Finish: 2024-11-18 07:02
[11-16 07:21:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [   0/1669]  eta: 0:10:17  tlr: 0.00015  tnm: 0.48  Lm: 6.275 (6.275)  Lt: 5.757 (5.757)  Accm: 2.88 (2.88)  Acct: 4.34 (4.34)  time: 0.3697  data: 0.0004
[11-16 07:21:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [   0/1669]  eta: 0:10:17  tlr: 0.00015  tnm: 0.48  Lm: 6.316 (6.316)  Lt: 5.834 (5.834)  Accm: 2.82 (2.82)  Acct: 4.06 (4.06)  time: 0.3698  data: 0.0003
[11-16 07:21:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [   0/1669]  eta: 0:09:41  tlr: 0.00015  tnm: 0.48  Lm: 6.144 (6.144)  Lt: 5.627 (5.627)  Accm: 3.26 (3.26)  Acct: 4.89 (4.89)  time: 0.3482  data: 0.0004
[11-16 07:21:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [   0/1669]  eta: 0:09:48  tlr: 0.00015  tnm: 0.48  Lm: 6.238 (6.238)  Lt: 5.748 (5.748)  Accm: 3.08 (3.08)  Acct: 4.41 (4.41)  time: 0.3524  data: 0.0004
[11-16 07:24:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [ 417/1669]  eta: 0:08:27  tlr: 0.00015  tnm: 0.51  Lm: 6.266 (6.266)  Lt: 5.782 (5.782)  Accm: 2.98 (2.98)  Acct: 4.24 (4.24)  time: 0.4017  data: 0.0002
[11-16 07:24:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [ 417/1669]  eta: 0:08:27  tlr: 0.00015  tnm: 0.51  Lm: 6.232 (6.232)  Lt: 5.703 (5.703)  Accm: 3.10 (3.10)  Acct: 4.67 (4.67)  time: 0.4017  data: 0.0002
[11-16 07:24:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [ 417/1669]  eta: 0:08:27  tlr: 0.00015  tnm: 0.51  Lm: 6.199 (6.199)  Lt: 5.691 (5.691)  Accm: 3.16 (3.16)  Acct: 4.72 (4.72)  time: 0.4017  data: 0.0002
[11-16 07:24:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [ 417/1669]  eta: 0:08:27  tlr: 0.00015  tnm: 0.51  Lm: 6.348 (6.348)  Lt: 5.855 (5.855)  Accm: 2.77 (2.77)  Acct: 4.11 (4.11)  time: 0.4017  data: 0.0002
[11-16 07:27:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [ 834/1669]  eta: 0:05:43  tlr: 0.00015  tnm: 0.48  Lm: 6.334 (6.343)  Lt: 5.849 (5.853)  Accm: 2.80 (2.78)  Acct: 4.06 (4.02)  time: 0.4063  data: 0.0002
[11-16 07:27:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [ 834/1669]  eta: 0:05:43  tlr: 0.00015  tnm: 0.48  Lm: 6.275 (6.262)  Lt: 5.757 (5.759)  Accm: 2.88 (2.99)  Acct: 4.34 (4.39)  time: 0.4063  data: 0.0002
[11-16 07:27:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [ 834/1669]  eta: 0:05:43  tlr: 0.00015  tnm: 0.48  Lm: 6.254 (6.233)  Lt: 5.755 (5.728)  Accm: 3.05 (3.09)  Acct: 4.55 (4.53)  time: 0.4063  data: 0.0002
[11-16 07:27:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [ 834/1669]  eta: 0:05:43  tlr: 0.00015  tnm: 0.48  Lm: 6.278 (6.270)  Lt: 5.757 (5.774)  Accm: 2.88 (2.92)  Acct: 4.27 (4.25)  time: 0.4063  data: 0.0002
[11-16 07:30:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.46  Lm: 6.272 (6.269)  Lt: 5.768 (5.775)  Accm: 2.89 (2.92)  Acct: 4.17 (4.20)  time: 0.4012  data: 0.0002
[11-16 07:30:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.46  Lm: 6.232 (6.220)  Lt: 5.703 (5.715)  Accm: 3.10 (3.13)  Acct: 4.60 (4.51)  time: 0.4012  data: 0.0002
[11-16 07:30:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.46  Lm: 6.278 (6.257)  Lt: 5.769 (5.742)  Accm: 3.00 (3.03)  Acct: 4.36 (4.42)  time: 0.4011  data: 0.0002
[11-16 07:30:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.46  Lm: 6.325 (6.311)  Lt: 5.842 (5.801)  Accm: 2.81 (2.86)  Acct: 4.11 (4.16)  time: 0.4012  data: 0.0002
[11-16 07:33:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.48  Lm: 6.316 (6.309)  Lt: 5.834 (5.804)  Accm: 2.82 (2.88)  Acct: 4.10 (4.15)  time: 0.4007  data: 0.0018
[11-16 07:33:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  17/350]   Total time:      0:11:35   (0.416 s / it)
[11-16 07:33:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.48  Lm: 6.275 (6.250)  Lt: 5.757 (5.756)  Accm: 2.88 (3.01)  Acct: 4.34 (4.30)  time: 0.4007  data: 0.0014
[11-16 07:33:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.48  Lm: 6.266 (6.263)  Lt: 5.757 (5.758)  Accm: 2.91 (2.92)  Acct: 4.27 (4.24)  time: 0.4007  data: 0.0016
[11-16 07:33:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  17/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.48  Lm: 6.254 (6.234)  Lt: 5.755 (5.719)  Accm: 3.05 (3.14)  Acct: 4.55 (4.63)  time: 0.4007  data: 0.0018
[11-16 07:33:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  17/350]   Total time:      0:11:35   (0.416 s / it)
[11-16 07:33:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  17/350]   Total time:      0:11:35   (0.416 s / it)
[11-16 07:33:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  17/350]   Total time:      0:11:35   (0.416 s / it)
[11-16 07:33:27] (/home/user/VAR/train.py , line 276)=>      [ep17]  (training )  Lm: 6.260 (6.260), Lt: 5.761 (5.761),  Acc m&t: 3.01 4.40,  Remain: 2 days, 15:20:59,  Finish: 2024-11-18 06:54
[11-16 07:33:27] (/home/user/VAR/train.py , line 276)=>      [ep17]  (training )  Lm: 6.260 (6.260), Lt: 5.761 (5.761),  Acc m&t: 3.01 4.40,  Remain: 2 days, 15:21:16,  Finish: 2024-11-18 06:54
[11-16 07:33:27] (/home/user/VAR/train.py , line 276)=>      [ep17]  (training )  Lm: 6.260 (6.260), Lt: 5.761 (5.761),  Acc m&t: 3.01 4.40,  Remain: 2 days, 15:20:56,  Finish: 2024-11-18 06:54
[11-16 07:33:27] (/home/user/VAR/train.py , line 276)=>      [ep17]  (training )  Lm: 6.260 (6.260), Lt: 5.761 (5.761),  Acc m&t: 3.01 4.40,  Remain: 2 days, 15:24:06,  Finish: 2024-11-18 06:57
[11-16 07:33:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [   0/1669]  eta: 0:10:25  tlr: 0.00015  tnm: 0.54  Lm: 6.189 (6.189)  Lt: 5.686 (5.686)  Accm: 3.21 (3.21)  Acct: 4.72 (4.72)  time: 0.3746  data: 0.0004
[11-16 07:33:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [   0/1669]  eta: 0:10:26  tlr: 0.00015  tnm: 0.54  Lm: 6.290 (6.290)  Lt: 5.781 (5.781)  Accm: 2.68 (2.68)  Acct: 3.89 (3.89)  time: 0.3755  data: 0.0004
[11-16 07:33:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [   0/1669]  eta: 0:10:26  tlr: 0.00015  tnm: 0.54  Lm: 6.215 (6.215)  Lt: 5.680 (5.680)  Accm: 3.15 (3.15)  Acct: 4.75 (4.75)  time: 0.3756  data: 0.0004
[11-16 07:33:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [   0/1669]  eta: 0:10:26  tlr: 0.00015  tnm: 0.54  Lm: 6.272 (6.272)  Lt: 5.790 (5.790)  Accm: 2.90 (2.90)  Acct: 4.29 (4.29)  time: 0.3752  data: 0.0004
[11-16 07:36:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [ 417/1669]  eta: 0:08:29  tlr: 0.00015  tnm: 0.45  Lm: 6.243 (6.243)  Lt: 5.754 (5.754)  Accm: 3.14 (3.14)  Acct: 4.58 (4.58)  time: 0.4033  data: 0.0002
[11-16 07:36:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [ 417/1669]  eta: 0:08:29  tlr: 0.00015  tnm: 0.45  Lm: 6.232 (6.232)  Lt: 5.734 (5.734)  Accm: 3.03 (3.03)  Acct: 4.62 (4.62)  time: 0.4033  data: 0.0002
[11-16 07:36:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [ 417/1669]  eta: 0:08:29  tlr: 0.00015  tnm: 0.45  Lm: 6.244 (6.244)  Lt: 5.741 (5.741)  Accm: 2.97 (2.97)  Acct: 4.32 (4.32)  time: 0.4033  data: 0.0002
[11-16 07:36:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [ 417/1669]  eta: 0:08:29  tlr: 0.00015  tnm: 0.45  Lm: 6.235 (6.235)  Lt: 5.728 (5.728)  Accm: 2.95 (2.95)  Acct: 4.23 (4.23)  time: 0.4033  data: 0.0002
[11-16 07:39:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [ 834/1669]  eta: 0:05:38  tlr: 0.00015  tnm: 0.49  Lm: 6.268 (6.246)  Lt: 5.759 (5.738)  Accm: 2.85 (2.92)  Acct: 4.22 (4.22)  time: 0.4018  data: 0.0002
[11-16 07:39:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [ 834/1669]  eta: 0:05:38  tlr: 0.00015  tnm: 0.49  Lm: 6.189 (6.213)  Lt: 5.686 (5.717)  Accm: 3.21 (3.10)  Acct: 4.72 (4.49)  time: 0.4018  data: 0.0002
[11-16 07:39:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [ 834/1669]  eta: 0:05:38  tlr: 0.00015  tnm: 0.49  Lm: 6.249 (6.242)  Lt: 5.780 (5.749)  Accm: 2.99 (3.02)  Acct: 4.49 (4.53)  time: 0.4018  data: 0.0002
[11-16 07:39:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [ 834/1669]  eta: 0:05:38  tlr: 0.00015  tnm: 0.49  Lm: 6.216 (6.234)  Lt: 5.718 (5.736)  Accm: 3.33 (3.20)  Acct: 4.87 (4.72)  time: 0.4018  data: 0.0002
[11-16 07:42:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00015  tnm: 0.51  Lm: 6.227 (6.235)  Lt: 5.709 (5.727)  Accm: 3.19 (3.16)  Acct: 4.80 (4.72)  time: 0.4034  data: 0.0002
[11-16 07:42:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00015  tnm: 0.51  Lm: 6.220 (6.223)  Lt: 5.708 (5.720)  Accm: 3.07 (3.05)  Acct: 4.58 (4.48)  time: 0.4034  data: 0.0002
[11-16 07:42:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00015  tnm: 0.51  Lm: 6.262 (6.249)  Lt: 5.746 (5.737)  Accm: 2.96 (2.96)  Acct: 4.39 (4.36)  time: 0.4034  data: 0.0002
[11-16 07:42:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00015  tnm: 0.51  Lm: 6.255 (6.248)  Lt: 5.766 (5.750)  Accm: 2.98 (3.00)  Acct: 4.43 (4.49)  time: 0.4034  data: 0.0002
[11-16 07:44:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.45  Lm: 6.254 (6.249)  Lt: 5.753 (5.747)  Accm: 2.99 (3.01)  Acct: 4.49 (4.50)  time: 0.4490  data: 0.0015
[11-16 07:44:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  18/350]   Total time:      0:11:30   (0.414 s / it)
[11-16 07:44:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.45  Lm: 6.189 (6.206)  Lt: 5.686 (5.705)  Accm: 3.21 (3.13)  Acct: 4.72 (4.66)  time: 0.4490  data: 0.0015
[11-16 07:44:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.45  Lm: 6.223 (6.233)  Lt: 5.718 (5.730)  Accm: 3.33 (3.21)  Acct: 4.84 (4.75)  time: 0.4490  data: 0.0017
[11-16 07:44:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  18/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.45  Lm: 6.268 (6.267)  Lt: 5.759 (5.757)  Accm: 2.88 (2.94)  Acct: 4.37 (4.36)  time: 0.4490  data: 0.0015
[11-16 07:44:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  18/350]   Total time:      0:11:30   (0.414 s / it)
[11-16 07:44:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  18/350]   Total time:      0:11:30   (0.414 s / it)
[11-16 07:44:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  18/350]   Total time:      0:11:30   (0.414 s / it)
[11-16 07:44:58] (/home/user/VAR/train.py , line 276)=>      [ep18]  (training )  Lm: 6.240 (6.240), Lt: 5.732 (5.732),  Acc m&t: 3.03 4.45,  Remain: 2 days, 15:32:53,  Finish: 2024-11-18 07:17
[11-16 07:44:58] (/home/user/VAR/train.py , line 276)=>      [ep18]  (training )  Lm: 6.240 (6.240), Lt: 5.732 (5.732),  Acc m&t: 3.03 4.45,  Remain: 2 days, 15:32:52,  Finish: 2024-11-18 07:17
[11-16 07:44:58] (/home/user/VAR/train.py , line 276)=>      [ep18]  (training )  Lm: 6.240 (6.240), Lt: 5.732 (5.732),  Acc m&t: 3.03 4.45,  Remain: 2 days, 15:31:17,  Finish: 2024-11-18 07:16
[11-16 07:44:58] (/home/user/VAR/train.py , line 276)=>      [ep18]  (training )  Lm: 6.240 (6.240), Lt: 5.732 (5.732),  Acc m&t: 3.03 4.45,  Remain: 2 days, 15:32:08,  Finish: 2024-11-18 07:17
[11-16 07:44:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [   0/1669]  eta: 0:10:18  tlr: 0.00015  tnm: 0.39  Lm: 6.234 (6.234)  Lt: 5.714 (5.714)  Accm: 3.13 (3.13)  Acct: 4.80 (4.80)  time: 0.3703  data: 0.0004
[11-16 07:44:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [   0/1669]  eta: 0:10:18  tlr: 0.00015  tnm: 0.39  Lm: 6.283 (6.283)  Lt: 5.742 (5.742)  Accm: 3.16 (3.16)  Acct: 4.55 (4.55)  time: 0.3707  data: 0.0003
[11-16 07:44:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [   0/1669]  eta: 0:10:19  tlr: 0.00015  tnm: 0.39  Lm: 6.263 (6.263)  Lt: 5.712 (5.712)  Accm: 3.23 (3.23)  Acct: 5.08 (5.08)  time: 0.3712  data: 0.0004
[11-16 07:44:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [   0/1669]  eta: 0:10:19  tlr: 0.00015  tnm: 0.39  Lm: 6.331 (6.331)  Lt: 5.820 (5.820)  Accm: 2.85 (2.85)  Acct: 4.01 (4.01)  time: 0.3714  data: 0.0003
[11-16 07:47:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00015  tnm: 0.48  Lm: 6.266 (6.266)  Lt: 5.758 (5.758)  Accm: 3.06 (3.06)  Acct: 4.51 (4.51)  time: 0.4124  data: 0.0002
[11-16 07:47:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00015  tnm: 0.48  Lm: 6.282 (6.282)  Lt: 5.774 (5.774)  Accm: 2.95 (2.95)  Acct: 4.60 (4.60)  time: 0.4124  data: 0.0002
[11-16 07:47:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00015  tnm: 0.48  Lm: 6.257 (6.257)  Lt: 5.744 (5.744)  Accm: 3.08 (3.08)  Acct: 4.63 (4.63)  time: 0.4124  data: 0.0002
[11-16 07:47:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00015  tnm: 0.48  Lm: 6.255 (6.255)  Lt: 5.722 (5.722)  Accm: 3.12 (3.12)  Acct: 4.45 (4.45)  time: 0.4124  data: 0.0002
[11-16 07:50:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [ 834/1669]  eta: 0:05:42  tlr: 0.00015  tnm: 0.45  Lm: 6.277 (6.263)  Lt: 5.742 (5.734)  Accm: 3.16 (3.13)  Acct: 4.55 (4.60)  time: 0.4003  data: 0.0002
[11-16 07:50:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [ 834/1669]  eta: 0:05:42  tlr: 0.00015  tnm: 0.45  Lm: 6.251 (6.247)  Lt: 5.712 (5.732)  Accm: 3.03 (3.07)  Acct: 4.30 (4.52)  time: 0.4003  data: 0.0002
[11-16 07:50:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [ 834/1669]  eta: 0:05:42  tlr: 0.00015  tnm: 0.45  Lm: 6.264 (6.276)  Lt: 5.741 (5.763)  Accm: 3.02 (2.97)  Acct: 4.39 (4.52)  time: 0.4003  data: 0.0002
[11-16 07:50:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [ 834/1669]  eta: 0:05:42  tlr: 0.00015  tnm: 0.45  Lm: 6.261 (6.264)  Lt: 5.729 (5.748)  Accm: 2.92 (3.02)  Acct: 4.17 (4.40)  time: 0.4003  data: 0.0002
[11-16 07:53:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [1251/1669]  eta: 0:02:50  tlr: 0.00015  tnm: 0.65  Lm: 6.280 (6.274)  Lt: 5.750 (5.750)  Accm: 3.12 (3.05)  Acct: 4.45 (4.44)  time: 0.3997  data: 0.0002
[11-16 07:53:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [1251/1669]  eta: 0:02:50  tlr: 0.00015  tnm: 0.65  Lm: 6.239 (6.233)  Lt: 5.710 (5.723)  Accm: 3.13 (3.15)  Acct: 4.61 (4.62)  time: 0.3997  data: 0.0002
[11-16 07:53:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [1251/1669]  eta: 0:02:50  tlr: 0.00015  tnm: 0.65  Lm: 6.249 (6.258)  Lt: 5.727 (5.743)  Accm: 2.95 (2.95)  Acct: 4.37 (4.47)  time: 0.3996  data: 0.0002
[11-16 07:53:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [1251/1669]  eta: 0:02:50  tlr: 0.00015  tnm: 0.65  Lm: 6.231 (6.246)  Lt: 5.720 (5.739)  Accm: 3.08 (3.07)  Acct: 4.34 (4.42)  time: 0.3997  data: 0.0002
[11-16 07:56:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.45  Lm: 6.201 (6.224)  Lt: 5.711 (5.711)  Accm: 3.17 (3.09)  Acct: 4.51 (4.48)  time: 0.4478  data: 0.0015
[11-16 07:56:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  19/350]   Total time:      0:11:23   (0.410 s / it)
[11-16 07:56:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.45  Lm: 6.234 (6.248)  Lt: 5.714 (5.735)  Accm: 3.01 (2.96)  Acct: 4.39 (4.47)  time: 0.4478  data: 0.0019
[11-16 07:56:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.45  Lm: 6.277 (6.252)  Lt: 5.742 (5.723)  Accm: 3.16 (3.11)  Acct: 4.55 (4.48)  time: 0.4478  data: 0.0015
[11-16 07:56:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  19/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.45  Lm: 6.243 (6.235)  Lt: 5.712 (5.721)  Accm: 3.14 (3.15)  Acct: 4.79 (4.66)  time: 0.4478  data: 0.0016
[11-16 07:56:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  19/350]   Total time:      0:11:23   (0.410 s / it)
[11-16 07:56:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  19/350]   Total time:      0:11:23   (0.410 s / it)
[11-16 07:56:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  19/350]   Total time:      0:11:23   (0.410 s / it)
[11-16 07:58:50] (home/user/VAR/trainer.py, line 113)=> FID: 25.861381018720863
[11-16 07:58:50] (/home/user/VAR/train.py , line 259)=>  [*] [ep19]  (val 50000)  Lm: 6.2260, Lt: 5.7105, Acc m&t: 3.09 4.56,  Val cost: 148.07s
[11-16 07:58:50] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-16 07:59:17] (/home/user/VAR/train.py , line 276)=>      [ep19]  (training )  Lm: 6.226 (6.226), Lt: 5.710 (5.710),  Acc m&t: 3.09 4.56,  Remain: 2 days, 15:36:27,  Finish: 2024-11-18 07:32
[11-16 07:59:17] (/home/user/VAR/train.py , line 276)=>      [ep19]  (training )  Lm: 6.226 (6.226), Lt: 5.710 (5.710),  Acc m&t: 3.09 4.56,  Remain: 2 days, 15:36:57,  Finish: 2024-11-18 07:33
[11-16 07:59:17] (/home/user/VAR/train.py , line 276)=>      [ep19]  (training )  Lm: 6.226 (6.226), Lt: 5.710 (5.710),  Acc m&t: 3.09 4.56,  Remain: 2 days, 15:36:51,  Finish: 2024-11-18 07:33
[11-16 07:59:17] (/home/user/VAR/train.py , line 276)=>      [ep19]  (training )  Lm: 6.226 (6.226), Lt: 5.710 (5.710),  Acc m&t: 3.09 4.56,  Remain: 2 days, 15:38:20,  Finish: 2024-11-18 07:34
[11-16 07:59:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [   0/1669]  eta: 0:19:40  tlr: 0.00015  tnm: 0.45  Lm: 6.253 (6.253)  Lt: 5.749 (5.749)  Accm: 2.94 (2.94)  Acct: 4.30 (4.30)  time: 0.7073  data: 0.0003
[11-16 07:59:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [   0/1669]  eta: 0:19:57  tlr: 0.00015  tnm: 0.45  Lm: 6.254 (6.254)  Lt: 5.755 (5.755)  Accm: 3.25 (3.25)  Acct: 5.03 (5.03)  time: 0.7176  data: 0.0003
[11-16 07:59:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [   0/1669]  eta: 0:19:40  tlr: 0.00015  tnm: 0.45  Lm: 6.092 (6.092)  Lt: 5.564 (5.564)  Accm: 3.47 (3.47)  Acct: 5.03 (5.03)  time: 0.7072  data: 0.0004
[11-16 07:59:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [   0/1669]  eta: 0:19:39  tlr: 0.00015  tnm: 0.45  Lm: 6.128 (6.128)  Lt: 5.592 (5.592)  Accm: 3.51 (3.51)  Acct: 5.22 (5.22)  time: 0.7067  data: 0.0003
[11-16 08:02:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [ 417/1669]  eta: 0:08:25  tlr: 0.00015  tnm: 0.44  Lm: 6.201 (6.201)  Lt: 5.681 (5.681)  Accm: 3.14 (3.14)  Acct: 4.58 (4.58)  time: 0.3974  data: 0.0002
[11-16 08:02:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [ 417/1669]  eta: 0:08:25  tlr: 0.00015  tnm: 0.44  Lm: 6.188 (6.188)  Lt: 5.670 (5.670)  Accm: 3.39 (3.39)  Acct: 5.10 (5.10)  time: 0.3975  data: 0.0002
[11-16 08:02:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [ 417/1669]  eta: 0:08:25  tlr: 0.00015  tnm: 0.44  Lm: 6.214 (6.214)  Lt: 5.694 (5.694)  Accm: 3.11 (3.11)  Acct: 4.63 (4.63)  time: 0.3975  data: 0.0002
[11-16 08:02:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [ 417/1669]  eta: 0:08:25  tlr: 0.00015  tnm: 0.44  Lm: 6.162 (6.162)  Lt: 5.634 (5.634)  Accm: 3.21 (3.21)  Acct: 4.63 (4.63)  time: 0.3975  data: 0.0002
[11-16 08:04:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [ 834/1669]  eta: 0:05:36  tlr: 0.00015  tnm: 0.49  Lm: 6.182 (6.168)  Lt: 5.662 (5.643)  Accm: 3.22 (3.21)  Acct: 4.77 (4.68)  time: 0.3968  data: 0.0002
[11-16 08:04:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [ 834/1669]  eta: 0:05:36  tlr: 0.00015  tnm: 0.49  Lm: 6.166 (6.189)  Lt: 5.646 (5.669)  Accm: 3.31 (3.20)  Acct: 4.79 (4.65)  time: 0.3968  data: 0.0002
[11-16 08:04:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [ 834/1669]  eta: 0:05:36  tlr: 0.00015  tnm: 0.49  Lm: 6.254 (6.218)  Lt: 5.755 (5.699)  Accm: 3.25 (3.27)  Acct: 5.03 (4.95)  time: 0.3968  data: 0.0002
[11-16 08:04:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [ 834/1669]  eta: 0:05:36  tlr: 0.00015  tnm: 0.49  Lm: 6.175 (6.184)  Lt: 5.639 (5.667)  Accm: 3.29 (3.20)  Acct: 4.89 (4.72)  time: 0.3968  data: 0.0002
[11-16 08:07:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [1251/1669]  eta: 0:02:48  tlr: 0.00015  tnm: 0.43  Lm: 6.206 (6.198)  Lt: 5.662 (5.672)  Accm: 3.19 (3.18)  Acct: 4.67 (4.65)  time: 0.4001  data: 0.0002
[11-16 08:07:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [1251/1669]  eta: 0:02:48  tlr: 0.00015  tnm: 0.43  Lm: 6.204 (6.202)  Lt: 5.690 (5.680)  Accm: 3.37 (3.32)  Acct: 4.98 (4.95)  time: 0.4001  data: 0.0003
[11-16 08:07:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [1251/1669]  eta: 0:02:48  tlr: 0.00015  tnm: 0.43  Lm: 6.207 (6.201)  Lt: 5.683 (5.672)  Accm: 3.08 (3.11)  Acct: 4.58 (4.61)  time: 0.4001  data: 0.0002
[11-16 08:07:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [1251/1669]  eta: 0:02:48  tlr: 0.00015  tnm: 0.43  Lm: 6.211 (6.206)  Lt: 5.698 (5.690)  Accm: 3.04 (3.09)  Acct: 4.38 (4.48)  time: 0.4001  data: 0.0002
[11-16 08:10:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.52  Lm: 6.212 (6.207)  Lt: 5.721 (5.696)  Accm: 3.05 (3.08)  Acct: 4.25 (4.44)  time: 0.4905  data: 0.0018
[11-16 08:10:33] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  20/350]   Total time:      0:11:16   (0.405 s / it)
[11-16 08:10:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.52  Lm: 6.232 (6.220)  Lt: 5.704 (5.697)  Accm: 2.94 (3.04)  Acct: 4.39 (4.48)  time: 0.4905  data: 0.0018
[11-16 08:10:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.52  Lm: 6.154 (6.185)  Lt: 5.624 (5.658)  Accm: 3.35 (3.33)  Acct: 5.03 (4.98)  time: 0.4905  data: 0.0017
[11-16 08:10:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  20/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.52  Lm: 6.177 (6.193)  Lt: 5.667 (5.671)  Accm: 3.26 (3.19)  Acct: 4.89 (4.70)  time: 0.4905  data: 0.0015
[11-16 08:10:33] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  20/350]   Total time:      0:11:16   (0.405 s / it)
[11-16 08:10:33] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  20/350]   Total time:      0:11:16   (0.405 s / it)
[11-16 08:10:33] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  20/350]   Total time:      0:11:16   (0.405 s / it)
[11-16 08:10:33] (/home/user/VAR/train.py , line 276)=>      [ep20]  (training )  Lm: 6.211 (6.211), Lt: 5.687 (5.687),  Acc m&t: 3.16 4.68,  Remain: 2 days, 14:06:39,  Finish: 2024-11-18 06:17
[11-16 08:10:33] (/home/user/VAR/train.py , line 276)=>      [ep20]  (training )  Lm: 6.211 (6.211), Lt: 5.687 (5.687),  Acc m&t: 3.16 4.68,  Remain: 2 days, 14:07:37,  Finish: 2024-11-18 06:18
[11-16 08:10:33] (/home/user/VAR/train.py , line 276)=>      [ep20]  (training )  Lm: 6.211 (6.211), Lt: 5.687 (5.687),  Acc m&t: 3.16 4.68,  Remain: 2 days, 14:05:59,  Finish: 2024-11-18 06:16
[11-16 08:10:33] (/home/user/VAR/train.py , line 276)=>      [ep20]  (training )  Lm: 6.211 (6.211), Lt: 5.687 (5.687),  Acc m&t: 3.16 4.68,  Remain: 2 days, 14:07:22,  Finish: 2024-11-18 06:17
[11-16 08:10:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [   0/1669]  eta: 0:09:05  tlr: 0.00015  tnm: 0.51  Lm: 6.250 (6.250)  Lt: 5.723 (5.723)  Accm: 3.10 (3.10)  Acct: 4.79 (4.79)  time: 0.3267  data: 0.0003
[11-16 08:10:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [   0/1669]  eta: 0:14:19  tlr: 0.00015  tnm: 0.51  Lm: 6.273 (6.273)  Lt: 5.770 (5.770)  Accm: 2.86 (2.86)  Acct: 4.01 (4.01)  time: 0.5150  data: 0.0003
[11-16 08:10:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [   0/1669]  eta: 0:16:41  tlr: 0.00015  tnm: 0.51  Lm: 6.186 (6.186)  Lt: 5.650 (5.650)  Accm: 3.47 (3.47)  Acct: 4.87 (4.87)  time: 0.6003  data: 0.0004
[11-16 08:10:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [   0/1669]  eta: 0:10:51  tlr: 0.00015  tnm: 0.51  Lm: 6.178 (6.178)  Lt: 5.662 (5.662)  Accm: 3.10 (3.10)  Acct: 4.41 (4.41)  time: 0.3902  data: 0.0004
[11-16 08:13:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [ 417/1669]  eta: 0:08:23  tlr: 0.00015  tnm: 0.45  Lm: 6.171 (6.171)  Lt: 5.658 (5.658)  Accm: 3.17 (3.17)  Acct: 4.55 (4.55)  time: 0.4002  data: 0.0002
[11-16 08:13:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [ 417/1669]  eta: 0:08:24  tlr: 0.00015  tnm: 0.45  Lm: 6.216 (6.216)  Lt: 5.695 (5.695)  Accm: 3.14 (3.14)  Acct: 4.54 (4.54)  time: 0.4002  data: 0.0002
[11-16 08:13:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [ 417/1669]  eta: 0:08:24  tlr: 0.00015  tnm: 0.45  Lm: 6.269 (6.269)  Lt: 5.751 (5.751)  Accm: 2.84 (2.84)  Acct: 4.17 (4.17)  time: 0.4002  data: 0.0002
[11-16 08:13:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [ 417/1669]  eta: 0:08:23  tlr: 0.00015  tnm: 0.45  Lm: 6.234 (6.234)  Lt: 5.698 (5.698)  Accm: 3.10 (3.10)  Acct: 4.71 (4.71)  time: 0.4002  data: 0.0002
[11-16 08:16:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [ 834/1669]  eta: 0:05:36  tlr: 0.00015  tnm: 0.39  Lm: 6.250 (6.242)  Lt: 5.723 (5.709)  Accm: 3.10 (3.02)  Acct: 4.63 (4.55)  time: 0.3996  data: 0.0002
[11-16 08:16:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [ 834/1669]  eta: 0:05:36  tlr: 0.00015  tnm: 0.39  Lm: 6.178 (6.221)  Lt: 5.662 (5.700)  Accm: 3.10 (3.09)  Acct: 4.41 (4.47)  time: 0.3997  data: 0.0002
[11-16 08:16:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [ 834/1669]  eta: 0:05:36  tlr: 0.00015  tnm: 0.39  Lm: 6.273 (6.289)  Lt: 5.770 (5.773)  Accm: 2.83 (2.80)  Acct: 4.01 (4.06)  time: 0.3996  data: 0.0002
[11-16 08:16:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [ 834/1669]  eta: 0:05:36  tlr: 0.00015  tnm: 0.39  Lm: 6.205 (6.212)  Lt: 5.667 (5.685)  Accm: 3.03 (3.11)  Acct: 4.68 (4.59)  time: 0.3996  data: 0.0002
[11-16 08:18:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [1251/1669]  eta: 0:02:48  tlr: 0.00015  tnm: 0.48  Lm: 6.195 (6.198)  Lt: 5.670 (5.682)  Accm: 3.12 (3.13)  Acct: 4.67 (4.60)  time: 0.3975  data: 0.0002
[11-16 08:18:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [1251/1669]  eta: 0:02:48  tlr: 0.00015  tnm: 0.48  Lm: 6.187 (6.215)  Lt: 5.658 (5.683)  Accm: 3.11 (3.10)  Acct: 4.55 (4.54)  time: 0.3975  data: 0.0002
[11-16 08:18:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [1251/1669]  eta: 0:02:48  tlr: 0.00015  tnm: 0.48  Lm: 6.276 (6.286)  Lt: 5.788 (5.781)  Accm: 2.84 (2.87)  Acct: 4.17 (4.15)  time: 0.3975  data: 0.0002
[11-16 08:18:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [1251/1669]  eta: 0:02:48  tlr: 0.00015  tnm: 0.48  Lm: 6.255 (6.262)  Lt: 5.727 (5.730)  Accm: 2.97 (2.96)  Acct: 4.43 (4.42)  time: 0.3975  data: 0.0002
[11-16 08:21:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.41  Lm: 6.260 (6.262)  Lt: 5.723 (5.724)  Accm: 2.85 (2.92)  Acct: 4.32 (4.40)  time: 0.4039  data: 0.0020
[11-16 08:21:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  21/350]   Total time:      0:11:11   (0.402 s / it)
[11-16 08:21:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.41  Lm: 6.196 (6.214)  Lt: 5.662 (5.696)  Accm: 3.12 (3.18)  Acct: 4.70 (4.68)  time: 0.4039  data: 0.0019
[11-16 08:21:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.41  Lm: 6.186 (6.193)  Lt: 5.667 (5.674)  Accm: 3.21 (3.15)  Acct: 4.68 (4.62)  time: 0.4039  data: 0.0016
[11-16 08:21:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  21/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.41  Lm: 6.273 (6.265)  Lt: 5.770 (5.762)  Accm: 2.86 (2.91)  Acct: 4.27 (4.17)  time: 0.4039  data: 0.0014
[11-16 08:21:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  21/350]   Total time:      0:11:11   (0.402 s / it)
[11-16 08:21:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  21/350]   Total time:      0:11:11   (0.402 s / it)
[11-16 08:21:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  21/350]   Total time:      0:11:11   (0.402 s / it)
[11-16 08:21:45] (/home/user/VAR/train.py , line 276)=>      [ep21]  (training )  Lm: 6.200 (6.200), Lt: 5.672 (5.672),  Acc m&t: 3.18 4.71,  Remain: 2 days, 15:05:56,  Finish: 2024-11-18 07:27
[11-16 08:21:45] (/home/user/VAR/train.py , line 276)=>      [ep21]  (training )  Lm: 6.200 (6.200), Lt: 5.672 (5.672),  Acc m&t: 3.18 4.71,  Remain: 2 days, 15:04:09,  Finish: 2024-11-18 07:25
[11-16 08:21:45] (/home/user/VAR/train.py , line 276)=>      [ep21]  (training )  Lm: 6.200 (6.200), Lt: 5.672 (5.672),  Acc m&t: 3.18 4.71,  Remain: 2 days, 15:06:11,  Finish: 2024-11-18 07:27
[11-16 08:21:45] (/home/user/VAR/train.py , line 276)=>      [ep21]  (training )  Lm: 6.200 (6.200), Lt: 5.672 (5.672),  Acc m&t: 3.18 4.71,  Remain: 2 days, 15:08:44,  Finish: 2024-11-18 07:30
[11-16 08:21:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [   0/1669]  eta: 0:12:25  tlr: 0.00015  tnm: 0.41  Lm: 6.224 (6.224)  Lt: 5.692 (5.692)  Accm: 2.92 (2.92)  Acct: 4.42 (4.42)  time: 0.4467  data: 0.0004
[11-16 08:21:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [   0/1669]  eta: 0:11:02  tlr: 0.00015  tnm: 0.41  Lm: 6.070 (6.070)  Lt: 5.548 (5.548)  Accm: 3.55 (3.55)  Acct: 5.15 (5.15)  time: 0.3972  data: 0.0003
[11-16 08:21:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [   0/1669]  eta: 0:12:25  tlr: 0.00015  tnm: 0.41  Lm: 6.276 (6.276)  Lt: 5.763 (5.763)  Accm: 3.14 (3.14)  Acct: 4.60 (4.60)  time: 0.4464  data: 0.0004
[11-16 08:21:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [   0/1669]  eta: 0:11:03  tlr: 0.00015  tnm: 0.41  Lm: 6.070 (6.070)  Lt: 5.536 (5.536)  Accm: 3.70 (3.70)  Acct: 5.42 (5.42)  time: 0.3977  data: 0.0005
[11-16 08:24:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [ 417/1669]  eta: 0:08:25  tlr: 0.00015  tnm: 0.43  Lm: 6.135 (6.135)  Lt: 5.597 (5.597)  Accm: 3.35 (3.35)  Acct: 5.09 (5.09)  time: 0.3977  data: 0.0002
[11-16 08:24:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [ 417/1669]  eta: 0:08:26  tlr: 0.00015  tnm: 0.43  Lm: 6.153 (6.153)  Lt: 5.632 (5.632)  Accm: 3.52 (3.52)  Acct: 5.16 (5.16)  time: 0.3978  data: 0.0003
[11-16 08:24:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [ 417/1669]  eta: 0:08:25  tlr: 0.00015  tnm: 0.43  Lm: 6.133 (6.133)  Lt: 5.610 (5.610)  Accm: 3.45 (3.45)  Acct: 4.98 (4.98)  time: 0.3977  data: 0.0002
[11-16 08:24:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [ 417/1669]  eta: 0:08:26  tlr: 0.00015  tnm: 0.43  Lm: 6.251 (6.251)  Lt: 5.728 (5.728)  Accm: 2.94 (2.94)  Acct: 4.48 (4.48)  time: 0.3978  data: 0.0002
[11-16 08:27:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [ 834/1669]  eta: 0:05:39  tlr: 0.00015  tnm: 0.41  Lm: 6.224 (6.236)  Lt: 5.692 (5.713)  Accm: 2.96 (3.02)  Acct: 4.53 (4.61)  time: 0.4016  data: 0.0002
[11-16 08:27:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [ 834/1669]  eta: 0:05:39  tlr: 0.00015  tnm: 0.41  Lm: 6.199 (6.178)  Lt: 5.658 (5.649)  Accm: 3.01 (3.13)  Acct: 4.75 (4.73)  time: 0.4016  data: 0.0003
[11-16 08:27:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [ 834/1669]  eta: 0:05:39  tlr: 0.00015  tnm: 0.41  Lm: 6.195 (6.156)  Lt: 5.671 (5.643)  Accm: 3.34 (3.24)  Acct: 4.80 (4.70)  time: 0.4016  data: 0.0002
[11-16 08:27:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [ 834/1669]  eta: 0:05:39  tlr: 0.00015  tnm: 0.41  Lm: 6.237 (6.181)  Lt: 5.713 (5.659)  Accm: 3.23 (3.42)  Acct: 4.60 (4.96)  time: 0.4016  data: 0.0002
[11-16 08:30:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00015  tnm: 0.46  Lm: 6.212 (6.182)  Lt: 5.682 (5.657)  Accm: 3.29 (3.41)  Acct: 4.84 (4.99)  time: 0.4025  data: 0.0002
[11-16 08:30:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00015  tnm: 0.46  Lm: 6.215 (6.207)  Lt: 5.688 (5.682)  Accm: 3.07 (3.16)  Acct: 4.70 (4.81)  time: 0.4025  data: 0.0002
[11-16 08:30:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00015  tnm: 0.46  Lm: 6.199 (6.172)  Lt: 5.677 (5.653)  Accm: 3.24 (3.21)  Acct: 4.69 (4.67)  time: 0.4025  data: 0.0002
[11-16 08:30:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00015  tnm: 0.46  Lm: 6.135 (6.128)  Lt: 5.597 (5.586)  Accm: 3.35 (3.37)  Acct: 5.09 (5.10)  time: 0.4025  data: 0.0002
[11-16 08:33:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.53  Lm: 6.199 (6.162)  Lt: 5.658 (5.622)  Accm: 3.01 (3.25)  Acct: 4.75 (4.96)  time: 0.4086  data: 0.0015
[11-16 08:33:09] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  22/350]   Total time:      0:11:23   (0.409 s / it)
[11-16 08:33:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.53  Lm: 6.207 (6.203)  Lt: 5.684 (5.682)  Accm: 3.02 (3.13)  Acct: 4.53 (4.74)  time: 0.4086  data: 0.0014
[11-16 08:33:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.53  Lm: 6.213 (6.188)  Lt: 5.682 (5.662)  Accm: 3.23 (3.32)  Acct: 4.60 (4.82)  time: 0.4086  data: 0.0015
[11-16 08:33:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  22/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.53  Lm: 6.203 (6.192)  Lt: 5.684 (5.671)  Accm: 3.13 (3.17)  Acct: 4.58 (4.65)  time: 0.4086  data: 0.0016
[11-16 08:33:09] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  22/350]   Total time:      0:11:23   (0.409 s / it)
[11-16 08:33:09] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  22/350]   Total time:      0:11:23   (0.409 s / it)
[11-16 08:33:09] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  22/350]   Total time:      0:11:23   (0.409 s / it)
[11-16 08:33:09] (/home/user/VAR/train.py , line 276)=>      [ep22]  (training )  Lm: 6.186 (6.186), Lt: 5.653 (5.653),  Acc m&t: 3.24 4.82,  Remain: 2 days, 14:40:33,  Finish: 2024-11-18 07:13
[11-16 08:33:09] (/home/user/VAR/train.py , line 276)=>      [ep22]  (training )  Lm: 6.186 (6.186), Lt: 5.653 (5.653),  Acc m&t: 3.24 4.82,  Remain: 2 days, 14:39:29,  Finish: 2024-11-18 07:12
[11-16 08:33:09] (/home/user/VAR/train.py , line 276)=>      [ep22]  (training )  Lm: 6.186 (6.186), Lt: 5.653 (5.653),  Acc m&t: 3.24 4.82,  Remain: 2 days, 14:38:42,  Finish: 2024-11-18 07:11
[11-16 08:33:09] (/home/user/VAR/train.py , line 276)=>      [ep22]  (training )  Lm: 6.186 (6.186), Lt: 5.653 (5.653),  Acc m&t: 3.24 4.82,  Remain: 2 days, 14:38:11,  Finish: 2024-11-18 07:11
[11-16 08:33:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [   0/1669]  eta: 0:10:05  tlr: 0.00015  tnm: 0.44  Lm: 6.112 (6.112)  Lt: 5.595 (5.595)  Accm: 3.55 (3.55)  Acct: 5.06 (5.06)  time: 0.3631  data: 0.0004
[11-16 08:33:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [   0/1669]  eta: 0:11:22  tlr: 0.00015  tnm: 0.44  Lm: 6.199 (6.199)  Lt: 5.668 (5.668)  Accm: 3.13 (3.13)  Acct: 4.70 (4.70)  time: 0.4088  data: 0.0004
[11-16 08:33:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [   0/1669]  eta: 0:10:25  tlr: 0.00015  tnm: 0.44  Lm: 6.152 (6.152)  Lt: 5.592 (5.592)  Accm: 3.22 (3.22)  Acct: 4.89 (4.89)  time: 0.3750  data: 0.0002
[11-16 08:33:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [   0/1669]  eta: 0:09:59  tlr: 0.00015  tnm: 0.44  Lm: 6.164 (6.164)  Lt: 5.610 (5.610)  Accm: 3.53 (3.53)  Acct: 5.34 (5.34)  time: 0.3592  data: 0.0003
[11-16 08:35:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [ 417/1669]  eta: 0:08:26  tlr: 0.00015  tnm: 0.41  Lm: 6.157 (6.157)  Lt: 5.612 (5.612)  Accm: 3.40 (3.40)  Acct: 5.13 (5.13)  time: 0.3971  data: 0.0002
[11-16 08:35:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [ 417/1669]  eta: 0:08:26  tlr: 0.00015  tnm: 0.41  Lm: 6.153 (6.153)  Lt: 5.629 (5.629)  Accm: 3.38 (3.38)  Acct: 4.92 (4.92)  time: 0.3971  data: 0.0002
[11-16 08:35:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [ 417/1669]  eta: 0:08:26  tlr: 0.00015  tnm: 0.41  Lm: 6.170 (6.170)  Lt: 5.624 (5.624)  Accm: 3.33 (3.33)  Acct: 5.04 (5.04)  time: 0.3971  data: 0.0002
[11-16 08:35:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [ 417/1669]  eta: 0:08:26  tlr: 0.00015  tnm: 0.41  Lm: 6.134 (6.134)  Lt: 5.598 (5.598)  Accm: 3.32 (3.32)  Acct: 4.97 (4.97)  time: 0.3971  data: 0.0002
[11-16 08:38:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.52  Lm: 6.152 (6.153)  Lt: 5.604 (5.614)  Accm: 3.22 (3.27)  Acct: 4.89 (4.87)  time: 0.4034  data: 0.0002
[11-16 08:38:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.52  Lm: 6.112 (6.138)  Lt: 5.595 (5.611)  Accm: 3.53 (3.43)  Acct: 4.82 (4.89)  time: 0.4034  data: 0.0002
[11-16 08:38:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.52  Lm: 6.185 (6.175)  Lt: 5.633 (5.627)  Accm: 3.45 (3.37)  Acct: 5.08 (5.06)  time: 0.4034  data: 0.0002
[11-16 08:38:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.52  Lm: 6.164 (6.163)  Lt: 5.615 (5.626)  Accm: 3.28 (3.27)  Acct: 4.92 (4.86)  time: 0.4034  data: 0.0002
[11-16 08:41:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00015  tnm: 0.46  Lm: 6.170 (6.195)  Lt: 5.634 (5.670)  Accm: 3.14 (3.12)  Acct: 4.61 (4.68)  time: 0.3977  data: 0.0002
[11-16 08:41:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00015  tnm: 0.46  Lm: 6.171 (6.164)  Lt: 5.626 (5.624)  Accm: 3.29 (3.29)  Acct: 4.97 (4.97)  time: 0.3977  data: 0.0002
[11-16 08:41:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00015  tnm: 0.46  Lm: 6.192 (6.186)  Lt: 5.651 (5.642)  Accm: 3.29 (3.30)  Acct: 4.89 (4.94)  time: 0.3977  data: 0.0002
[11-16 08:41:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00015  tnm: 0.46  Lm: 6.111 (6.116)  Lt: 5.585 (5.573)  Accm: 3.53 (3.45)  Acct: 4.94 (4.98)  time: 0.3977  data: 0.0002
[11-16 08:44:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.41  Lm: 6.112 (6.128)  Lt: 5.595 (5.588)  Accm: 3.53 (3.43)  Acct: 4.82 (4.92)  time: 0.4074  data: 0.0015
[11-16 08:44:35] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  23/350]   Total time:      0:11:25   (0.411 s / it)
[11-16 08:44:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.41  Lm: 6.188 (6.168)  Lt: 5.645 (5.628)  Accm: 3.22 (3.27)  Acct: 5.03 (4.98)  time: 0.4074  data: 0.0017
[11-16 08:44:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.41  Lm: 6.176 (6.209)  Lt: 5.653 (5.687)  Accm: 3.09 (3.11)  Acct: 4.77 (4.70)  time: 0.4074  data: 0.0018
[11-16 08:44:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  23/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.41  Lm: 6.185 (6.161)  Lt: 5.633 (5.613)  Accm: 3.37 (3.31)  Acct: 5.08 (4.98)  time: 0.4074  data: 0.0020
[11-16 08:44:35] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  23/350]   Total time:      0:11:25   (0.411 s / it)
[11-16 08:44:35] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  23/350]   Total time:      0:11:25   (0.411 s / it)
[11-16 08:44:35] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  23/350]   Total time:      0:11:25   (0.411 s / it)
[11-16 08:44:35] (/home/user/VAR/train.py , line 276)=>      [ep23]  (training )  Lm: 6.172 (6.172), Lt: 5.634 (5.634),  Acc m&t: 3.28 4.87,  Remain: 2 days, 14:34:01,  Finish: 2024-11-18 07:18
[11-16 08:44:35] (/home/user/VAR/train.py , line 276)=>      [ep23]  (training )  Lm: 6.172 (6.172), Lt: 5.634 (5.634),  Acc m&t: 3.28 4.87,  Remain: 2 days, 14:33:48,  Finish: 2024-11-18 07:18
[11-16 08:44:35] (/home/user/VAR/train.py , line 276)=>      [ep23]  (training )  Lm: 6.172 (6.172), Lt: 5.634 (5.634),  Acc m&t: 3.28 4.87,  Remain: 2 days, 14:33:25,  Finish: 2024-11-18 07:17
[11-16 08:44:35] (/home/user/VAR/train.py , line 276)=>      [ep23]  (training )  Lm: 6.172 (6.172), Lt: 5.634 (5.634),  Acc m&t: 3.28 4.87,  Remain: 2 days, 14:34:07,  Finish: 2024-11-18 07:18
[11-16 08:44:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [   0/1669]  eta: 0:10:17  tlr: 0.00015  tnm: 0.41  Lm: 6.108 (6.108)  Lt: 5.493 (5.493)  Accm: 3.42 (3.42)  Acct: 5.23 (5.23)  time: 0.3701  data: 0.0003
[11-16 08:44:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [   0/1669]  eta: 0:10:20  tlr: 0.00015  tnm: 0.41  Lm: 6.014 (6.014)  Lt: 5.486 (5.486)  Accm: 3.93 (3.93)  Acct: 5.75 (5.75)  time: 0.3715  data: 0.0004
[11-16 08:44:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [   0/1669]  eta: 0:10:19  tlr: 0.00015  tnm: 0.41  Lm: 6.187 (6.187)  Lt: 5.653 (5.653)  Accm: 2.97 (2.97)  Acct: 4.56 (4.56)  time: 0.3714  data: 0.0003
[11-16 08:44:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [   0/1669]  eta: 0:10:20  tlr: 0.00015  tnm: 0.41  Lm: 6.245 (6.245)  Lt: 5.696 (5.696)  Accm: 3.35 (3.35)  Acct: 4.82 (4.82)  time: 0.3719  data: 0.0003
[11-16 08:47:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [ 417/1669]  eta: 0:08:28  tlr: 0.00015  tnm: 0.38  Lm: 6.157 (6.157)  Lt: 5.583 (5.583)  Accm: 3.56 (3.56)  Acct: 4.95 (4.95)  time: 0.4001  data: 0.0002
[11-16 08:47:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [ 417/1669]  eta: 0:08:28  tlr: 0.00015  tnm: 0.38  Lm: 6.091 (6.091)  Lt: 5.568 (5.568)  Accm: 3.61 (3.61)  Acct: 5.41 (5.41)  time: 0.4001  data: 0.0002
[11-16 08:47:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [ 417/1669]  eta: 0:08:28  tlr: 0.00015  tnm: 0.38  Lm: 6.142 (6.142)  Lt: 5.596 (5.596)  Accm: 3.19 (3.19)  Acct: 4.90 (4.90)  time: 0.4001  data: 0.0002
[11-16 08:47:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [ 417/1669]  eta: 0:08:28  tlr: 0.00015  tnm: 0.38  Lm: 6.118 (6.118)  Lt: 5.539 (5.539)  Accm: 3.50 (3.50)  Acct: 5.23 (5.23)  time: 0.4001  data: 0.0002
[11-16 08:50:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.43  Lm: 6.128 (6.128)  Lt: 5.585 (5.563)  Accm: 3.56 (3.52)  Acct: 5.23 (5.23)  time: 0.3953  data: 0.0002
[11-16 08:50:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.43  Lm: 6.199 (6.171)  Lt: 5.678 (5.615)  Accm: 3.35 (3.32)  Acct: 4.82 (4.63)  time: 0.3953  data: 0.0002
[11-16 08:50:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.43  Lm: 6.168 (6.129)  Lt: 5.650 (5.599)  Accm: 3.29 (3.46)  Acct: 5.08 (5.22)  time: 0.3953  data: 0.0002
[11-16 08:50:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [ 834/1669]  eta: 0:05:37  tlr: 0.00015  tnm: 0.43  Lm: 6.187 (6.165)  Lt: 5.653 (5.617)  Accm: 3.25 (3.21)  Acct: 4.92 (4.91)  time: 0.3953  data: 0.0002
[11-16 08:53:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [1251/1669]  eta: 0:02:49  tlr: 0.00015  tnm: 0.47  Lm: 6.152 (6.154)  Lt: 5.605 (5.602)  Accm: 3.33 (3.31)  Acct: 5.08 (5.04)  time: 0.4060  data: 0.0002
[11-16 08:53:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [1251/1669]  eta: 0:02:49  tlr: 0.00015  tnm: 0.47  Lm: 6.138 (6.142)  Lt: 5.599 (5.581)  Accm: 3.49 (3.45)  Acct: 5.23 (5.17)  time: 0.4060  data: 0.0002
[11-16 08:53:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [1251/1669]  eta: 0:02:49  tlr: 0.00015  tnm: 0.47  Lm: 6.175 (6.142)  Lt: 5.638 (5.605)  Accm: 3.29 (3.42)  Acct: 5.00 (5.15)  time: 0.4060  data: 0.0002
[11-16 08:53:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [1251/1669]  eta: 0:02:49  tlr: 0.00015  tnm: 0.47  Lm: 6.179 (6.168)  Lt: 5.642 (5.612)  Accm: 3.47 (3.39)  Acct: 4.95 (4.84)  time: 0.4060  data: 0.0002
[11-16 08:55:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.42  Lm: 6.158 (6.154)  Lt: 5.605 (5.595)  Accm: 3.39 (3.39)  Acct: 5.08 (4.93)  time: 0.4050  data: 0.0017
[11-16 08:55:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  24/350]   Total time:      0:11:24   (0.410 s / it)
[11-16 08:55:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.42  Lm: 6.168 (6.138)  Lt: 5.625 (5.603)  Accm: 3.30 (3.44)  Acct: 5.08 (5.15)  time: 0.4050  data: 0.0018
[11-16 08:55:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.42  Lm: 6.121 (6.147)  Lt: 5.593 (5.600)  Accm: 3.41 (3.35)  Acct: 5.23 (5.11)  time: 0.4050  data: 0.0016
[11-16 08:55:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  24/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.42  Lm: 6.147 (6.144)  Lt: 5.585 (5.582)  Accm: 3.42 (3.43)  Acct: 5.23 (5.18)  time: 0.4050  data: 0.0019
[11-16 08:55:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  24/350]   Total time:      0:11:24   (0.410 s / it)
[11-16 08:55:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  24/350]   Total time:      0:11:24   (0.410 s / it)
[11-16 08:55:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  24/350]   Total time:      0:11:24   (0.410 s / it)
[11-16 08:55:59] (/home/user/VAR/train.py , line 276)=>      [ep24]  (training )  Lm: 6.161 (6.161), Lt: 5.616 (5.616),  Acc m&t: 3.32 4.94,  Remain: 2 days, 14:33:34,  Finish: 2024-11-18 07:29
[11-16 08:55:59] (/home/user/VAR/train.py , line 276)=>      [ep24]  (training )  Lm: 6.161 (6.161), Lt: 5.616 (5.616),  Acc m&t: 3.32 4.94,  Remain: 2 days, 14:33:57,  Finish: 2024-11-18 07:29
[11-16 08:55:59] (/home/user/VAR/train.py , line 276)=>      [ep24]  (training )  Lm: 6.161 (6.161), Lt: 5.616 (5.616),  Acc m&t: 3.32 4.94,  Remain: 2 days, 14:32:42,  Finish: 2024-11-18 07:28
[11-16 08:55:59] (/home/user/VAR/train.py , line 276)=>      [ep24]  (training )  Lm: 6.161 (6.161), Lt: 5.616 (5.616),  Acc m&t: 3.32 4.94,  Remain: 2 days, 14:32:47,  Finish: 2024-11-18 07:28
[11-16 08:56:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [   0/1669]  eta: 0:10:59  tlr: 0.00015  tnm: 0.41  Lm: 6.178 (6.178)  Lt: 5.590 (5.590)  Accm: 3.19 (3.19)  Acct: 5.08 (5.08)  time: 0.3949  data: 0.0004
[11-16 08:56:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [   0/1669]  eta: 0:12:50  tlr: 0.00015  tnm: 0.41  Lm: 6.090 (6.090)  Lt: 5.584 (5.584)  Accm: 3.66 (3.66)  Acct: 5.08 (5.08)  time: 0.4616  data: 0.0005
[11-16 08:56:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [   0/1669]  eta: 0:11:10  tlr: 0.00015  tnm: 0.41  Lm: 6.092 (6.092)  Lt: 5.538 (5.538)  Accm: 3.58 (3.58)  Acct: 5.20 (5.20)  time: 0.4018  data: 0.0003
[11-16 08:56:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [   0/1669]  eta: 0:11:05  tlr: 0.00015  tnm: 0.41  Lm: 6.189 (6.189)  Lt: 5.697 (5.697)  Accm: 3.01 (3.01)  Acct: 4.30 (4.30)  time: 0.3985  data: 0.0004
[11-16 08:58:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00015  tnm: 0.47  Lm: 6.181 (6.181)  Lt: 5.645 (5.645)  Accm: 3.13 (3.13)  Acct: 4.66 (4.66)  time: 0.4034  data: 0.0002
[11-16 08:58:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00015  tnm: 0.47  Lm: 6.148 (6.148)  Lt: 5.609 (5.609)  Accm: 3.46 (3.46)  Acct: 5.01 (5.01)  time: 0.4033  data: 0.0002
[11-16 08:58:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00015  tnm: 0.47  Lm: 6.099 (6.099)  Lt: 5.550 (5.550)  Accm: 3.57 (3.57)  Acct: 5.09 (5.09)  time: 0.4034  data: 0.0002
[11-16 08:58:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00015  tnm: 0.47  Lm: 6.182 (6.182)  Lt: 5.624 (5.624)  Accm: 3.30 (3.30)  Acct: 5.07 (5.07)  time: 0.4033  data: 0.0002
[11-16 09:01:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [ 834/1669]  eta: 0:05:44  tlr: 0.00015  tnm: 0.37  Lm: 6.178 (6.170)  Lt: 5.601 (5.616)  Accm: 3.23 (3.28)  Acct: 5.06 (5.00)  time: 0.3985  data: 0.0002
[11-16 09:01:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [ 834/1669]  eta: 0:05:44  tlr: 0.00015  tnm: 0.37  Lm: 6.173 (6.168)  Lt: 5.594 (5.620)  Accm: 3.25 (3.18)  Acct: 4.89 (4.73)  time: 0.3985  data: 0.0002
[11-16 09:01:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [ 834/1669]  eta: 0:05:44  tlr: 0.00015  tnm: 0.37  Lm: 6.177 (6.157)  Lt: 5.627 (5.615)  Accm: 3.31 (3.41)  Acct: 4.96 (4.99)  time: 0.3985  data: 0.0002
[11-16 09:01:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [ 834/1669]  eta: 0:05:44  tlr: 0.00015  tnm: 0.37  Lm: 6.092 (6.070)  Lt: 5.538 (5.519)  Accm: 3.58 (3.69)  Acct: 5.20 (5.20)  time: 0.3985  data: 0.0002
[11-16 09:04:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [1251/1669]  eta: 0:02:50  tlr: 0.00015  tnm: 0.45  Lm: 6.091 (6.075)  Lt: 5.534 (5.522)  Accm: 3.57 (3.62)  Acct: 5.09 (5.13)  time: 0.3992  data: 0.0002
[11-16 09:04:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [1251/1669]  eta: 0:02:50  tlr: 0.00015  tnm: 0.45  Lm: 6.181 (6.174)  Lt: 5.595 (5.606)  Accm: 3.28 (3.29)  Acct: 4.98 (4.98)  time: 0.3992  data: 0.0002
[11-16 09:04:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [1251/1669]  eta: 0:02:50  tlr: 0.00015  tnm: 0.45  Lm: 6.183 (6.166)  Lt: 5.625 (5.617)  Accm: 3.36 (3.41)  Acct: 5.02 (5.12)  time: 0.3992  data: 0.0002
[11-16 09:04:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [1251/1669]  eta: 0:02:50  tlr: 0.00015  tnm: 0.45  Lm: 6.181 (6.174)  Lt: 5.607 (5.620)  Accm: 3.26 (3.21)  Acct: 4.92 (4.79)  time: 0.3992  data: 0.0002
[11-16 09:07:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.41  Lm: 6.189 (6.200)  Lt: 5.621 (5.660)  Accm: 3.25 (3.15)  Acct: 4.89 (4.63)  time: 0.4064  data: 0.0019
[11-16 09:07:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  25/350]   Total time:      0:11:22   (0.409 s / it)
[11-16 09:07:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.41  Lm: 6.177 (6.138)  Lt: 5.623 (5.589)  Accm: 3.42 (3.55)  Acct: 5.08 (5.32)  time: 0.4064  data: 0.0015
[11-16 09:07:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.41  Lm: 6.092 (6.085)  Lt: 5.538 (5.536)  Accm: 3.56 (3.54)  Acct: 4.98 (5.09)  time: 0.4064  data: 0.0017
[11-16 09:07:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  25/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.41  Lm: 6.184 (6.186)  Lt: 5.601 (5.625)  Accm: 3.23 (3.26)  Acct: 4.91 (4.95)  time: 0.4064  data: 0.0014
[11-16 09:07:23] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  25/350]   Total time:      0:11:22   (0.409 s / it)
[11-16 09:07:23] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  25/350]   Total time:      0:11:22   (0.409 s / it)
[11-16 09:07:23] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  25/350]   Total time:      0:11:22   (0.409 s / it)
[11-16 09:07:23] (/home/user/VAR/train.py , line 276)=>      [ep25]  (training )  Lm: 6.161 (6.161), Lt: 5.613 (5.613),  Acc m&t: 3.33 4.99,  Remain: 2 days, 14:01:26,  Finish: 2024-11-18 07:08
[11-16 09:07:23] (/home/user/VAR/train.py , line 276)=>      [ep25]  (training )  Lm: 6.161 (6.161), Lt: 5.613 (5.613),  Acc m&t: 3.33 4.99,  Remain: 2 days, 14:01:00,  Finish: 2024-11-18 07:08
[11-16 09:07:23] (/home/user/VAR/train.py , line 276)=>      [ep25]  (training )  Lm: 6.161 (6.161), Lt: 5.613 (5.613),  Acc m&t: 3.33 4.99,  Remain: 2 days, 14:01:21,  Finish: 2024-11-18 07:08
[11-16 09:07:23] (/home/user/VAR/train.py , line 276)=>      [ep25]  (training )  Lm: 6.161 (6.161), Lt: 5.613 (5.613),  Acc m&t: 3.33 4.99,  Remain: 2 days, 14:00:22,  Finish: 2024-11-18 07:07
[11-16 09:07:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [   0/1669]  eta: 0:09:54  tlr: 0.00015  tnm: 0.41  Lm: 6.231 (6.231)  Lt: 5.678 (5.678)  Accm: 3.07 (3.07)  Acct: 4.56 (4.56)  time: 0.3561  data: 0.0003
[11-16 09:07:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [   0/1669]  eta: 0:09:54  tlr: 0.00015  tnm: 0.41  Lm: 6.155 (6.155)  Lt: 5.603 (5.603)  Accm: 3.47 (3.47)  Acct: 5.30 (5.30)  time: 0.3559  data: 0.0004
[11-16 09:07:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [   0/1669]  eta: 0:09:52  tlr: 0.00015  tnm: 0.41  Lm: 6.269 (6.269)  Lt: 5.722 (5.722)  Accm: 3.13 (3.13)  Acct: 4.89 (4.89)  time: 0.3551  data: 0.0004
[11-16 09:07:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [   0/1669]  eta: 0:09:53  tlr: 0.00015  tnm: 0.41  Lm: 6.236 (6.236)  Lt: 5.709 (5.709)  Accm: 3.08 (3.08)  Acct: 4.68 (4.68)  time: 0.3558  data: 0.0004
[11-16 09:10:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00015  tnm: 0.40  Lm: 6.196 (6.196)  Lt: 5.645 (5.645)  Accm: 3.14 (3.14)  Acct: 4.62 (4.62)  time: 0.4061  data: 0.0002
[11-16 09:10:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00015  tnm: 0.40  Lm: 6.180 (6.180)  Lt: 5.620 (5.620)  Accm: 3.29 (3.29)  Acct: 5.00 (5.00)  time: 0.4061  data: 0.0002
[11-16 09:10:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00015  tnm: 0.40  Lm: 6.129 (6.129)  Lt: 5.590 (5.590)  Accm: 3.48 (3.48)  Acct: 5.31 (5.31)  time: 0.4061  data: 0.0002
[11-16 09:10:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00015  tnm: 0.40  Lm: 6.210 (6.210)  Lt: 5.670 (5.670)  Accm: 3.23 (3.23)  Acct: 4.66 (4.66)  time: 0.4061  data: 0.0002
[11-16 09:13:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00015  tnm: 0.39  Lm: 6.188 (6.167)  Lt: 5.661 (5.622)  Accm: 3.31 (3.26)  Acct: 4.73 (4.68)  time: 0.4506  data: 0.0002
[11-16 09:13:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00015  tnm: 0.39  Lm: 6.212 (6.191)  Lt: 5.696 (5.645)  Accm: 3.13 (3.23)  Acct: 4.89 (4.85)  time: 0.4506  data: 0.0002
[11-16 09:13:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00015  tnm: 0.39  Lm: 6.236 (6.210)  Lt: 5.709 (5.669)  Accm: 3.08 (3.06)  Acct: 4.56 (4.47)  time: 0.4506  data: 0.0002
[11-16 09:13:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00015  tnm: 0.39  Lm: 6.103 (6.101)  Lt: 5.576 (5.561)  Accm: 3.48 (3.65)  Acct: 5.32 (5.62)  time: 0.4506  data: 0.0002
[11-16 09:16:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.41  Lm: 6.129 (6.142)  Lt: 5.590 (5.605)  Accm: 3.48 (3.45)  Acct: 5.31 (5.30)  time: 0.4096  data: 0.0002
[11-16 09:16:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.41  Lm: 6.213 (6.197)  Lt: 5.679 (5.649)  Accm: 3.13 (3.20)  Acct: 4.74 (4.79)  time: 0.4097  data: 0.0003
[11-16 09:16:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.41  Lm: 6.196 (6.196)  Lt: 5.645 (5.646)  Accm: 3.14 (3.18)  Acct: 4.62 (4.70)  time: 0.4096  data: 0.0002
[11-16 09:16:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.41  Lm: 6.205 (6.181)  Lt: 5.670 (5.646)  Accm: 3.32 (3.27)  Acct: 4.74 (4.81)  time: 0.4097  data: 0.0002
[11-16 09:18:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.43  Lm: 6.188 (6.157)  Lt: 5.661 (5.618)  Accm: 3.32 (3.38)  Acct: 4.75 (5.02)  time: 0.3968  data: 0.0016
[11-16 09:18:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  26/350]   Total time:      0:11:33   (0.416 s / it)
[11-16 09:18:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.43  Lm: 6.155 (6.152)  Lt: 5.603 (5.617)  Accm: 3.47 (3.35)  Acct: 5.30 (5.09)  time: 0.3968  data: 0.0016
[11-16 09:18:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.43  Lm: 6.212 (6.200)  Lt: 5.686 (5.654)  Accm: 3.08 (3.15)  Acct: 4.68 (4.70)  time: 0.3968  data: 0.0016
[11-16 09:18:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  26/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.43  Lm: 6.212 (6.183)  Lt: 5.662 (5.631)  Accm: 3.13 (3.22)  Acct: 4.89 (4.83)  time: 0.3968  data: 0.0019
[11-16 09:18:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  26/350]   Total time:      0:11:33   (0.416 s / it)
[11-16 09:18:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  26/350]   Total time:      0:11:33   (0.416 s / it)
[11-16 09:18:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  26/350]   Total time:      0:11:33   (0.416 s / it)
[11-16 09:18:56] (/home/user/VAR/train.py , line 276)=>      [ep26]  (training )  Lm: 6.161 (6.162), Lt: 5.613 (5.614),  Acc m&t: 3.33 4.99,  Remain: 2 days, 11:46:02,  Finish: 2024-11-18 05:04
[11-16 09:18:56] (/home/user/VAR/train.py , line 276)=>      [ep26]  (training )  Lm: 6.161 (6.162), Lt: 5.613 (5.614),  Acc m&t: 3.33 4.99,  Remain: 2 days, 11:47:02,  Finish: 2024-11-18 05:05
[11-16 09:18:56] (/home/user/VAR/train.py , line 276)=>      [ep26]  (training )  Lm: 6.161 (6.162), Lt: 5.613 (5.614),  Acc m&t: 3.33 4.99,  Remain: 2 days, 11:44:37,  Finish: 2024-11-18 05:03
[11-16 09:18:56] (/home/user/VAR/train.py , line 276)=>      [ep26]  (training )  Lm: 6.161 (6.162), Lt: 5.613 (5.614),  Acc m&t: 3.33 4.99,  Remain: 2 days, 11:43:59,  Finish: 2024-11-18 05:02
[11-16 09:19:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [   0/1669]  eta: 0:15:49  tlr: 0.00015  tnm: 0.40  Lm: 6.063 (6.063)  Lt: 5.511 (5.511)  Accm: 3.84 (3.84)  Acct: 5.89 (5.89)  time: 0.5690  data: 0.0004
[11-16 09:19:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [   0/1669]  eta: 0:31:32  tlr: 0.00015  tnm: 0.40  Lm: 6.155 (6.155)  Lt: 5.597 (5.597)  Accm: 3.32 (3.32)  Acct: 4.77 (4.77)  time: 1.1341  data: 0.0003
[11-16 09:19:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [   0/1669]  eta: 0:09:13  tlr: 0.00015  tnm: 0.40  Lm: 6.155 (6.155)  Lt: 5.566 (5.566)  Accm: 3.23 (3.23)  Acct: 4.89 (4.89)  time: 0.3314  data: 0.0003
[11-16 09:19:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [   0/1669]  eta: 0:32:13  tlr: 0.00015  tnm: 0.40  Lm: 6.171 (6.171)  Lt: 5.586 (5.586)  Accm: 3.46 (3.46)  Acct: 5.25 (5.25)  time: 1.1588  data: 0.0004
[11-16 09:21:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [ 417/1669]  eta: 0:08:28  tlr: 0.00015  tnm: 0.41  Lm: 6.141 (6.141)  Lt: 5.561 (5.561)  Accm: 3.61 (3.61)  Acct: 5.41 (5.41)  time: 0.4075  data: 0.0002
[11-16 09:21:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [ 417/1669]  eta: 0:08:26  tlr: 0.00015  tnm: 0.41  Lm: 6.153 (6.153)  Lt: 5.615 (5.615)  Accm: 3.43 (3.43)  Acct: 5.21 (5.21)  time: 0.4075  data: 0.0002
[11-16 09:21:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [ 417/1669]  eta: 0:08:28  tlr: 0.00015  tnm: 0.41  Lm: 6.154 (6.154)  Lt: 5.608 (5.608)  Accm: 3.30 (3.30)  Acct: 4.80 (4.80)  time: 0.4075  data: 0.0002
[11-16 09:21:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [ 417/1669]  eta: 0:08:25  tlr: 0.00015  tnm: 0.41  Lm: 6.081 (6.081)  Lt: 5.490 (5.490)  Accm: 3.65 (3.65)  Acct: 5.62 (5.62)  time: 0.4075  data: 0.0002
[11-16 09:24:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00015  tnm: 0.38  Lm: 6.109 (6.090)  Lt: 5.540 (5.507)  Accm: 3.46 (3.58)  Acct: 5.32 (5.52)  time: 0.4388  data: 0.0003
[11-16 09:24:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00015  tnm: 0.38  Lm: 6.112 (6.119)  Lt: 5.537 (5.538)  Accm: 3.50 (3.57)  Acct: 5.25 (5.29)  time: 0.4388  data: 0.0002
[11-16 09:24:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00015  tnm: 0.38  Lm: 6.155 (6.168)  Lt: 5.613 (5.610)  Accm: 3.29 (3.28)  Acct: 4.82 (4.87)  time: 0.4388  data: 0.0002
[11-16 09:24:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00015  tnm: 0.38  Lm: 6.244 (6.190)  Lt: 5.697 (5.642)  Accm: 3.07 (3.31)  Acct: 4.56 (4.99)  time: 0.4388  data: 0.0002
[11-16 09:27:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.45  Lm: 6.213 (6.188)  Lt: 5.657 (5.636)  Accm: 3.19 (3.31)  Acct: 4.76 (4.98)  time: 0.3975  data: 0.0002
[11-16 09:27:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.45  Lm: 6.154 (6.152)  Lt: 5.605 (5.605)  Accm: 3.30 (3.40)  Acct: 4.92 (5.00)  time: 0.3975  data: 0.0002
[11-16 09:27:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.45  Lm: 6.065 (6.073)  Lt: 5.497 (5.494)  Accm: 3.63 (3.64)  Acct: 5.56 (5.59)  time: 0.3975  data: 0.0002
[11-16 09:27:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.45  Lm: 6.141 (6.143)  Lt: 5.561 (5.574)  Accm: 3.48 (3.47)  Acct: 5.16 (5.21)  time: 0.3975  data: 0.0002
[11-16 09:30:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.41  Lm: 6.171 (6.156)  Lt: 5.586 (5.593)  Accm: 3.46 (3.37)  Acct: 5.06 (5.06)  time: 0.4069  data: 0.0015
[11-16 09:30:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  27/350]   Total time:      0:11:37   (0.418 s / it)
[11-16 09:30:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.41  Lm: 6.155 (6.158)  Lt: 5.613 (5.607)  Accm: 3.29 (3.36)  Acct: 4.82 (4.91)  time: 0.4069  data: 0.0016
[11-16 09:30:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.41  Lm: 6.182 (6.173)  Lt: 5.617 (5.621)  Accm: 3.31 (3.38)  Acct: 4.96 (5.12)  time: 0.4069  data: 0.0021
[11-16 09:30:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  27/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.41  Lm: 6.045 (6.067)  Lt: 5.455 (5.481)  Accm: 3.81 (3.69)  Acct: 5.80 (5.72)  time: 0.4068  data: 0.0016
[11-16 09:30:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  27/350]   Total time:      0:11:37   (0.418 s / it)
[11-16 09:30:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  27/350]   Total time:      0:11:36   (0.417 s / it)
[11-16 09:30:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  27/350]   Total time:      0:11:36   (0.417 s / it)
[11-16 09:30:36] (/home/user/VAR/train.py , line 276)=>      [ep27]  (training )  Lm: 6.143 (6.143), Lt: 5.588 (5.588),  Acc m&t: 3.39 5.06,  Remain: 2 days, 13:43:06,  Finish: 2024-11-18 07:13
[11-16 09:30:36] (/home/user/VAR/train.py , line 276)=>      [ep27]  (training )  Lm: 6.143 (6.143), Lt: 5.588 (5.588),  Acc m&t: 3.39 5.06,  Remain: 2 days, 13:42:37,  Finish: 2024-11-18 07:13
[11-16 09:30:36] (/home/user/VAR/train.py , line 276)=>      [ep27]  (training )  Lm: 6.143 (6.143), Lt: 5.588 (5.588),  Acc m&t: 3.39 5.06,  Remain: 2 days, 13:41:36,  Finish: 2024-11-18 07:12
[11-16 09:30:36] (/home/user/VAR/train.py , line 276)=>      [ep27]  (training )  Lm: 6.143 (6.143), Lt: 5.588 (5.588),  Acc m&t: 3.39 5.06,  Remain: 2 days, 13:41:08,  Finish: 2024-11-18 07:11
[11-16 09:30:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [   0/1669]  eta: 0:10:31  tlr: 0.00015  tnm: 0.43  Lm: 6.244 (6.244)  Lt: 5.698 (5.698)  Accm: 2.99 (2.99)  Acct: 4.24 (4.24)  time: 0.3783  data: 0.0003
[11-16 09:30:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [   0/1669]  eta: 0:10:30  tlr: 0.00015  tnm: 0.43  Lm: 6.198 (6.198)  Lt: 5.665 (5.665)  Accm: 3.20 (3.20)  Acct: 4.46 (4.46)  time: 0.3780  data: 0.0003
[11-16 09:30:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [   0/1669]  eta: 0:10:31  tlr: 0.00015  tnm: 0.43  Lm: 6.186 (6.186)  Lt: 5.635 (5.635)  Accm: 3.28 (3.28)  Acct: 5.17 (5.17)  time: 0.3782  data: 0.0004
[11-16 09:30:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [   0/1669]  eta: 0:10:31  tlr: 0.00015  tnm: 0.43  Lm: 6.108 (6.108)  Lt: 5.564 (5.564)  Accm: 3.62 (3.62)  Acct: 5.46 (5.46)  time: 0.3783  data: 0.0004
[11-16 09:33:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [ 417/1669]  eta: 0:08:25  tlr: 0.00015  tnm: 0.43  Lm: 6.095 (6.095)  Lt: 5.561 (5.561)  Accm: 3.72 (3.72)  Acct: 5.44 (5.44)  time: 0.3998  data: 0.0002
[11-16 09:33:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [ 417/1669]  eta: 0:08:25  tlr: 0.00015  tnm: 0.43  Lm: 6.151 (6.151)  Lt: 5.587 (5.587)  Accm: 3.29 (3.29)  Acct: 5.12 (5.12)  time: 0.3998  data: 0.0002
[11-16 09:33:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [ 417/1669]  eta: 0:08:25  tlr: 0.00015  tnm: 0.43  Lm: 6.169 (6.169)  Lt: 5.600 (5.600)  Accm: 3.25 (3.25)  Acct: 4.79 (4.79)  time: 0.3998  data: 0.0002
[11-16 09:33:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [ 417/1669]  eta: 0:08:25  tlr: 0.00015  tnm: 0.43  Lm: 6.098 (6.098)  Lt: 5.552 (5.552)  Accm: 3.51 (3.51)  Acct: 5.17 (5.17)  time: 0.3998  data: 0.0002
[11-16 09:36:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [ 834/1669]  eta: 0:05:39  tlr: 0.00015  tnm: 0.41  Lm: 6.115 (6.104)  Lt: 5.566 (5.557)  Accm: 3.32 (3.45)  Acct: 5.08 (5.14)  time: 0.4002  data: 0.0002
[11-16 09:36:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [ 834/1669]  eta: 0:05:39  tlr: 0.00015  tnm: 0.41  Lm: 6.117 (6.111)  Lt: 5.540 (5.543)  Accm: 3.31 (3.51)  Acct: 5.17 (5.34)  time: 0.4002  data: 0.0002
[11-16 09:36:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [ 834/1669]  eta: 0:05:39  tlr: 0.00015  tnm: 0.41  Lm: 6.095 (6.102)  Lt: 5.503 (5.516)  Accm: 3.50 (3.56)  Acct: 5.34 (5.29)  time: 0.4002  data: 0.0002
[11-16 09:36:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [ 834/1669]  eta: 0:05:39  tlr: 0.00015  tnm: 0.41  Lm: 6.108 (6.116)  Lt: 5.564 (5.580)  Accm: 3.62 (3.57)  Acct: 5.42 (5.24)  time: 0.4002  data: 0.0002
[11-16 09:39:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00015  tnm: 0.47  Lm: 6.121 (6.120)  Lt: 5.584 (5.586)  Accm: 3.63 (3.59)  Acct: 5.25 (5.20)  time: 0.3990  data: 0.0002
[11-16 09:39:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00015  tnm: 0.47  Lm: 6.098 (6.098)  Lt: 5.527 (5.540)  Accm: 3.49 (3.50)  Acct: 5.41 (5.29)  time: 0.3990  data: 0.0002
[11-16 09:39:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00015  tnm: 0.47  Lm: 6.090 (6.099)  Lt: 5.525 (5.534)  Accm: 3.59 (3.60)  Acct: 5.48 (5.51)  time: 0.3990  data: 0.0002
[11-16 09:39:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00015  tnm: 0.47  Lm: 6.056 (6.081)  Lt: 5.468 (5.495)  Accm: 3.70 (3.64)  Acct: 5.66 (5.46)  time: 0.3990  data: 0.0002
[11-16 09:42:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.42  Lm: 6.095 (6.085)  Lt: 5.503 (5.507)  Accm: 3.63 (3.64)  Acct: 5.46 (5.46)  time: 0.4110  data: 0.0016
[11-16 09:42:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  28/350]   Total time:      0:11:37   (0.418 s / it)
[11-16 09:42:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.42  Lm: 6.115 (6.113)  Lt: 5.566 (5.552)  Accm: 3.32 (3.42)  Acct: 5.08 (5.16)  time: 0.4110  data: 0.0015
[11-16 09:42:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.42  Lm: 6.117 (6.111)  Lt: 5.540 (5.543)  Accm: 3.31 (3.49)  Acct: 5.17 (5.37)  time: 0.4110  data: 0.0020
[11-16 09:42:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  28/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.42  Lm: 6.133 (6.145)  Lt: 5.605 (5.606)  Accm: 3.62 (3.44)  Acct: 5.08 (4.99)  time: 0.4110  data: 0.0015
[11-16 09:42:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  28/350]   Total time:      0:11:37   (0.418 s / it)
[11-16 09:42:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  28/350]   Total time:      0:11:37   (0.418 s / it)
[11-16 09:42:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  28/350]   Total time:      0:11:37   (0.418 s / it)
[11-16 09:42:14] (/home/user/VAR/train.py , line 276)=>      [ep28]  (training )  Lm: 6.137 (6.137), Lt: 5.581 (5.581),  Acc m&t: 3.39 5.07,  Remain: 2 days, 13:59:44,  Finish: 2024-11-18 07:41
[11-16 09:42:14] (/home/user/VAR/train.py , line 276)=>      [ep28]  (training )  Lm: 6.137 (6.137), Lt: 5.581 (5.581),  Acc m&t: 3.39 5.07,  Remain: 2 days, 13:57:31,  Finish: 2024-11-18 07:39
[11-16 09:42:14] (/home/user/VAR/train.py , line 276)=>      [ep28]  (training )  Lm: 6.137 (6.137), Lt: 5.581 (5.581),  Acc m&t: 3.39 5.07,  Remain: 2 days, 14:00:02,  Finish: 2024-11-18 07:42
[11-16 09:42:14] (/home/user/VAR/train.py , line 276)=>      [ep28]  (training )  Lm: 6.137 (6.137), Lt: 5.581 (5.581),  Acc m&t: 3.39 5.07,  Remain: 2 days, 13:59:26,  Finish: 2024-11-18 07:41
[11-16 09:42:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [   0/1669]  eta: 0:09:50  tlr: 0.00015  tnm: 0.38  Lm: 6.204 (6.204)  Lt: 5.663 (5.663)  Accm: 3.13 (3.13)  Acct: 4.75 (4.75)  time: 0.3537  data: 0.0004
[11-16 09:42:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [   0/1669]  eta: 0:09:50  tlr: 0.00015  tnm: 0.38  Lm: 6.086 (6.086)  Lt: 5.526 (5.526)  Accm: 3.59 (3.59)  Acct: 5.30 (5.30)  time: 0.3536  data: 0.0003
[11-16 09:42:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [   0/1669]  eta: 0:09:50  tlr: 0.00015  tnm: 0.38  Lm: 6.155 (6.155)  Lt: 5.591 (5.591)  Accm: 3.31 (3.31)  Acct: 5.10 (5.10)  time: 0.3540  data: 0.0003
[11-16 09:42:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [   0/1669]  eta: 0:09:49  tlr: 0.00015  tnm: 0.38  Lm: 6.120 (6.120)  Lt: 5.575 (5.575)  Accm: 3.45 (3.45)  Acct: 4.80 (4.80)  time: 0.3533  data: 0.0003
[11-16 09:45:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [ 417/1669]  eta: 0:08:33  tlr: 0.00015  tnm: 0.37  Lm: 6.101 (6.101)  Lt: 5.535 (5.535)  Accm: 3.57 (3.57)  Acct: 5.15 (5.15)  time: 0.4011  data: 0.0002
[11-16 09:45:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [ 417/1669]  eta: 0:08:33  tlr: 0.00015  tnm: 0.37  Lm: 6.194 (6.194)  Lt: 5.648 (5.648)  Accm: 3.18 (3.18)  Acct: 4.83 (4.83)  time: 0.4011  data: 0.0002
[11-16 09:45:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [ 417/1669]  eta: 0:08:33  tlr: 0.00015  tnm: 0.37  Lm: 6.107 (6.107)  Lt: 5.552 (5.552)  Accm: 3.39 (3.39)  Acct: 5.04 (5.04)  time: 0.4011  data: 0.0002
[11-16 09:45:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [ 417/1669]  eta: 0:08:33  tlr: 0.00015  tnm: 0.37  Lm: 6.101 (6.101)  Lt: 5.524 (5.524)  Accm: 3.58 (3.58)  Acct: 5.37 (5.37)  time: 0.4011  data: 0.0002
[11-16 09:47:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [ 834/1669]  eta: 0:05:39  tlr: 0.00015  tnm: 0.43  Lm: 6.115 (6.116)  Lt: 5.526 (5.556)  Accm: 3.56 (3.47)  Acct: 5.30 (5.18)  time: 0.4023  data: 0.0002
[11-16 09:47:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [ 834/1669]  eta: 0:05:39  tlr: 0.00015  tnm: 0.43  Lm: 6.184 (6.170)  Lt: 5.633 (5.622)  Accm: 3.23 (3.35)  Acct: 4.91 (5.06)  time: 0.4023  data: 0.0002
[11-16 09:47:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [ 834/1669]  eta: 0:05:39  tlr: 0.00015  tnm: 0.43  Lm: 6.142 (6.119)  Lt: 5.544 (5.550)  Accm: 3.39 (3.39)  Acct: 5.10 (5.07)  time: 0.4023  data: 0.0002
[11-16 09:47:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [ 834/1669]  eta: 0:05:39  tlr: 0.00015  tnm: 0.43  Lm: 6.106 (6.103)  Lt: 5.543 (5.538)  Accm: 3.69 (3.63)  Acct: 5.20 (5.17)  time: 0.4023  data: 0.0002
[11-16 09:50:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [1251/1669]  eta: 0:02:50  tlr: 0.00015  tnm: 0.43  Lm: 6.094 (6.094)  Lt: 5.519 (5.519)  Accm: 3.71 (3.72)  Acct: 5.35 (5.45)  time: 0.3953  data: 0.0002
[11-16 09:50:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [1251/1669]  eta: 0:02:50  tlr: 0.00015  tnm: 0.43  Lm: 6.153 (6.137)  Lt: 5.601 (5.585)  Accm: 3.46 (3.52)  Acct: 5.21 (5.35)  time: 0.3953  data: 0.0002
[11-16 09:50:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [1251/1669]  eta: 0:02:50  tlr: 0.00015  tnm: 0.43  Lm: 6.101 (6.083)  Lt: 5.524 (5.522)  Accm: 3.58 (3.58)  Acct: 5.37 (5.31)  time: 0.3953  data: 0.0002
[11-16 09:50:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [1251/1669]  eta: 0:02:50  tlr: 0.00015  tnm: 0.43  Lm: 6.127 (6.117)  Lt: 5.531 (5.541)  Accm: 3.43 (3.48)  Acct: 5.11 (5.14)  time: 0.3953  data: 0.0002
[11-16 09:53:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.38  Lm: 6.116 (6.117)  Lt: 5.544 (5.544)  Accm: 3.47 (3.51)  Acct: 5.13 (5.22)  time: 0.3996  data: 0.0017
[11-16 09:53:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  29/350]   Total time:      0:11:29   (0.413 s / it)
[11-16 09:53:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.38  Lm: 6.115 (6.091)  Lt: 5.526 (5.535)  Accm: 3.56 (3.56)  Acct: 5.32 (5.31)  time: 0.3996  data: 0.0018
[11-16 09:53:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.38  Lm: 6.150 (6.140)  Lt: 5.570 (5.582)  Accm: 3.23 (3.45)  Acct: 4.91 (5.21)  time: 0.3996  data: 0.0018
[11-16 09:53:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  29/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.38  Lm: 6.106 (6.114)  Lt: 5.543 (5.544)  Accm: 3.69 (3.62)  Acct: 5.20 (5.30)  time: 0.3996  data: 0.0014
[11-16 09:53:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  29/350]   Total time:      0:11:29   (0.413 s / it)
[11-16 09:53:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  29/350]   Total time:      0:11:29   (0.413 s / it)
[11-16 09:53:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  29/350]   Total time:      0:11:29   (0.413 s / it)
[11-16 09:56:11] (home/user/VAR/trainer.py, line 113)=> FID: 18.10521131219241
[11-16 09:56:12] (/home/user/VAR/train.py , line 259)=>  [*] [ep29]  (val 50000)  Lm: 6.1333, Lt: 5.5717, Acc m&t: 3.42 5.15,  Val cost: 148.25s
[11-16 09:56:12] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-16 09:56:47] (/home/user/VAR/train.py , line 276)=>      [ep29]  (training )  Lm: 6.133 (6.133), Lt: 5.572 (5.572),  Acc m&t: 3.42 5.15,  Remain: 2 days, 12:56:09,  Finish: 2024-11-18 06:49
[11-16 09:56:47] (/home/user/VAR/train.py , line 276)=>      [ep29]  (training )  Lm: 6.133 (6.133), Lt: 5.572 (5.572),  Acc m&t: 3.42 5.15,  Remain: 2 days, 12:57:09,  Finish: 2024-11-18 06:50
[11-16 09:56:47] (/home/user/VAR/train.py , line 276)=>      [ep29]  (training )  Lm: 6.133 (6.133), Lt: 5.572 (5.572),  Acc m&t: 3.42 5.15,  Remain: 2 days, 12:55:59,  Finish: 2024-11-18 06:49
[11-16 09:56:47] (/home/user/VAR/train.py , line 276)=>      [ep29]  (training )  Lm: 6.133 (6.133), Lt: 5.572 (5.572),  Acc m&t: 3.42 5.15,  Remain: 2 days, 12:56:27,  Finish: 2024-11-18 06:50
[11-16 09:56:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [   0/1669]  eta: 0:10:26  tlr: 0.00015  tnm: 0.40  Lm: 6.092 (6.092)  Lt: 5.511 (5.511)  Accm: 3.61 (3.61)  Acct: 5.53 (5.53)  time: 0.3751  data: 0.0004
[11-16 09:56:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [   0/1669]  eta: 0:10:24  tlr: 0.00015  tnm: 0.40  Lm: 6.000 (6.000)  Lt: 5.442 (5.442)  Accm: 3.84 (3.84)  Acct: 5.68 (5.68)  time: 0.3743  data: 0.0004
[11-16 09:56:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [   0/1669]  eta: 0:10:24  tlr: 0.00015  tnm: 0.40  Lm: 5.981 (5.981)  Lt: 5.394 (5.394)  Accm: 4.12 (4.12)  Acct: 6.61 (6.61)  time: 0.3744  data: 0.0004
[11-16 09:56:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [   0/1669]  eta: 0:11:00  tlr: 0.00015  tnm: 0.40  Lm: 6.198 (6.198)  Lt: 5.643 (5.643)  Accm: 2.96 (2.96)  Acct: 4.34 (4.34)  time: 0.3955  data: 0.0004
[11-16 09:59:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [ 417/1669]  eta: 0:09:06  tlr: 0.00015  tnm: 0.36  Lm: 6.161 (6.161)  Lt: 5.588 (5.588)  Accm: 3.21 (3.21)  Acct: 4.63 (4.63)  time: 0.4023  data: 0.0002
[11-16 09:59:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [ 417/1669]  eta: 0:09:06  tlr: 0.00015  tnm: 0.36  Lm: 6.127 (6.127)  Lt: 5.568 (5.568)  Accm: 3.41 (3.41)  Acct: 5.23 (5.23)  time: 0.4023  data: 0.0002
[11-16 09:59:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [ 417/1669]  eta: 0:09:06  tlr: 0.00015  tnm: 0.36  Lm: 6.038 (6.038)  Lt: 5.495 (5.495)  Accm: 3.57 (3.57)  Acct: 5.08 (5.08)  time: 0.4023  data: 0.0002
[11-16 09:59:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [ 417/1669]  eta: 0:09:06  tlr: 0.00015  tnm: 0.36  Lm: 6.048 (6.048)  Lt: 5.484 (5.484)  Accm: 3.81 (3.81)  Acct: 5.88 (5.88)  time: 0.4023  data: 0.0002
[11-16 10:02:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00015  tnm: 0.40  Lm: 6.097 (6.064)  Lt: 5.522 (5.496)  Accm: 3.75 (3.79)  Acct: 5.61 (5.79)  time: 0.4122  data: 0.0002
[11-16 10:02:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00015  tnm: 0.40  Lm: 6.124 (6.146)  Lt: 5.536 (5.571)  Accm: 3.36 (3.26)  Acct: 4.92 (4.79)  time: 0.4122  data: 0.0002
[11-16 10:02:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00015  tnm: 0.40  Lm: 6.034 (6.036)  Lt: 5.459 (5.483)  Accm: 3.54 (3.56)  Acct: 5.49 (5.22)  time: 0.4122  data: 0.0002
[11-16 10:02:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00015  tnm: 0.40  Lm: 6.092 (6.103)  Lt: 5.511 (5.541)  Accm: 3.61 (3.48)  Acct: 5.22 (5.22)  time: 0.4122  data: 0.0002
[11-16 10:05:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.38  Lm: 6.107 (6.108)  Lt: 5.520 (5.537)  Accm: 3.58 (3.50)  Acct: 5.10 (5.16)  time: 0.4110  data: 0.0002
[11-16 10:05:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.38  Lm: 6.161 (6.168)  Lt: 5.589 (5.594)  Accm: 3.24 (3.23)  Acct: 4.96 (4.84)  time: 0.4110  data: 0.0002
[11-16 10:05:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.38  Lm: 6.055 (6.052)  Lt: 5.469 (5.476)  Accm: 3.84 (3.82)  Acct: 5.65 (5.76)  time: 0.4110  data: 0.0002
[11-16 10:05:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00015  tnm: 0.38  Lm: 6.055 (6.073)  Lt: 5.503 (5.523)  Accm: 3.42 (3.49)  Acct: 5.22 (5.15)  time: 0.4110  data: 0.0002
[11-16 10:08:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.43  Lm: 6.065 (6.072)  Lt: 5.479 (5.515)  Accm: 3.41 (3.48)  Acct: 5.25 (5.17)  time: 0.4111  data: 0.0015
[11-16 10:08:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  30/350]   Total time:      0:11:33   (0.416 s / it)
[11-16 10:08:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.43  Lm: 6.122 (6.127)  Lt: 5.528 (5.561)  Accm: 3.55 (3.42)  Acct: 4.98 (5.06)  time: 0.4111  data: 0.0018
[11-16 10:08:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.43  Lm: 6.149 (6.165)  Lt: 5.610 (5.597)  Accm: 3.36 (3.27)  Acct: 4.99 (4.90)  time: 0.4111  data: 0.0017
[11-16 10:08:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  30/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.43  Lm: 6.097 (6.067)  Lt: 5.518 (5.485)  Accm: 3.75 (3.80)  Acct: 5.68 (5.76)  time: 0.4112  data: 0.0016
[11-16 10:08:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  30/350]   Total time:      0:11:33   (0.416 s / it)
[11-16 10:08:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  30/350]   Total time:      0:11:33   (0.416 s / it)
[11-16 10:08:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  30/350]   Total time:      0:11:33   (0.416 s / it)
[11-16 10:08:21] (/home/user/VAR/train.py , line 276)=>      [ep30]  (training )  Lm: 6.125 (6.125), Lt: 5.565 (5.565),  Acc m&t: 3.43 5.15,  Remain: 2 days, 13:44:04,  Finish: 2024-11-18 07:52
[11-16 10:08:21] (/home/user/VAR/train.py , line 276)=>      [ep30]  (training )  Lm: 6.125 (6.125), Lt: 5.565 (5.565),  Acc m&t: 3.43 5.15,  Remain: 2 days, 13:41:04,  Finish: 2024-11-18 07:49
[11-16 10:08:21] (/home/user/VAR/train.py , line 276)=>      [ep30]  (training )  Lm: 6.125 (6.125), Lt: 5.565 (5.565),  Acc m&t: 3.43 5.15,  Remain: 2 days, 13:42:28,  Finish: 2024-11-18 07:50
[11-16 10:08:21] (/home/user/VAR/train.py , line 276)=>      [ep30]  (training )  Lm: 6.125 (6.125), Lt: 5.565 (5.565),  Acc m&t: 3.43 5.15,  Remain: 2 days, 13:41:28,  Finish: 2024-11-18 07:49
[11-16 10:08:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [   0/1669]  eta: 0:09:38  tlr: 0.00015  tnm: 0.40  Lm: 6.224 (6.224)  Lt: 5.732 (5.732)  Accm: 3.15 (3.15)  Acct: 4.55 (4.55)  time: 0.3466  data: 0.0003
[11-16 10:08:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [   0/1669]  eta: 0:10:10  tlr: 0.00015  tnm: 0.40  Lm: 6.091 (6.091)  Lt: 5.492 (5.492)  Accm: 3.32 (3.32)  Acct: 4.87 (4.87)  time: 0.3660  data: 0.0003
[11-16 10:08:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [   0/1669]  eta: 0:09:32  tlr: 0.00015  tnm: 0.40  Lm: 6.196 (6.196)  Lt: 5.654 (5.654)  Accm: 3.42 (3.42)  Acct: 4.99 (4.99)  time: 0.3431  data: 0.0004
[11-16 10:08:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [   0/1669]  eta: 0:09:55  tlr: 0.00015  tnm: 0.40  Lm: 6.040 (6.040)  Lt: 5.477 (5.477)  Accm: 3.47 (3.47)  Acct: 5.01 (5.01)  time: 0.3567  data: 0.0004
[11-16 10:11:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [ 417/1669]  eta: 0:09:07  tlr: 0.00015  tnm: 0.40  Lm: 6.113 (6.113)  Lt: 5.550 (5.550)  Accm: 3.33 (3.33)  Acct: 5.00 (5.00)  time: 0.4478  data: 0.0002
[11-16 10:11:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [ 417/1669]  eta: 0:09:07  tlr: 0.00015  tnm: 0.40  Lm: 6.131 (6.131)  Lt: 5.540 (5.540)  Accm: 3.40 (3.40)  Acct: 5.15 (5.15)  time: 0.4478  data: 0.0002
[11-16 10:11:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [ 417/1669]  eta: 0:09:07  tlr: 0.00015  tnm: 0.40  Lm: 6.156 (6.156)  Lt: 5.632 (5.632)  Accm: 3.38 (3.38)  Acct: 5.02 (5.02)  time: 0.4478  data: 0.0002
[11-16 10:11:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [ 417/1669]  eta: 0:09:07  tlr: 0.00015  tnm: 0.40  Lm: 6.161 (6.161)  Lt: 5.598 (5.598)  Accm: 3.42 (3.42)  Acct: 5.10 (5.10)  time: 0.4478  data: 0.0002
[11-16 10:14:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00015  tnm: 0.43  Lm: 6.127 (6.145)  Lt: 5.568 (5.588)  Accm: 3.42 (3.47)  Acct: 5.18 (5.13)  time: 0.4062  data: 0.0002
[11-16 10:14:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00015  tnm: 0.43  Lm: 6.091 (6.110)  Lt: 5.492 (5.518)  Accm: 3.47 (3.48)  Acct: 5.42 (5.42)  time: 0.4062  data: 0.0002
[11-16 10:14:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00015  tnm: 0.43  Lm: 6.144 (6.123)  Lt: 5.597 (5.566)  Accm: 3.20 (3.22)  Acct: 4.99 (4.80)  time: 0.4062  data: 0.0002
[11-16 10:14:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00015  tnm: 0.43  Lm: 6.133 (6.149)  Lt: 5.546 (5.603)  Accm: 3.15 (3.30)  Acct: 4.73 (4.92)  time: 0.4062  data: 0.0002
[11-16 10:17:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00015  tnm: 0.36  Lm: 6.138 (6.147)  Lt: 5.573 (5.603)  Accm: 3.35 (3.37)  Acct: 4.99 (5.01)  time: 0.4099  data: 0.0002
[11-16 10:17:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00015  tnm: 0.36  Lm: 6.110 (6.112)  Lt: 5.551 (5.550)  Accm: 3.33 (3.28)  Acct: 4.96 (4.83)  time: 0.4099  data: 0.0002
[11-16 10:17:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00015  tnm: 0.36  Lm: 6.119 (6.123)  Lt: 5.555 (5.569)  Accm: 3.42 (3.44)  Acct: 5.12 (5.11)  time: 0.4099  data: 0.0002
[11-16 10:17:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00015  tnm: 0.36  Lm: 6.129 (6.124)  Lt: 5.540 (5.543)  Accm: 3.40 (3.39)  Acct: 5.15 (5.24)  time: 0.4099  data: 0.0003
[11-16 10:20:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.38  Lm: 6.091 (6.107)  Lt: 5.492 (5.525)  Accm: 3.47 (3.52)  Acct: 5.42 (5.42)  time: 0.4035  data: 0.0016
[11-16 10:20:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  31/350]   Total time:      0:11:43   (0.422 s / it)
[11-16 10:20:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.38  Lm: 6.127 (6.142)  Lt: 5.568 (5.588)  Accm: 3.42 (3.38)  Acct: 5.06 (5.07)  time: 0.4035  data: 0.0021
[11-16 10:20:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.38  Lm: 6.077 (6.093)  Lt: 5.505 (5.522)  Accm: 3.47 (3.40)  Acct: 4.99 (4.92)  time: 0.4036  data: 0.0018
[11-16 10:20:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  31/350]   Total time:      0:11:43   (0.422 s / it)
[11-16 10:20:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  31/350]   Total time:      0:11:43   (0.422 s / it)
[11-16 10:20:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  31/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.38  Lm: 6.133 (6.128)  Lt: 5.546 (5.579)  Accm: 3.49 (3.39)  Acct: 5.25 (5.07)  time: 0.4035  data: 0.0019
[11-16 10:20:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  31/350]   Total time:      0:11:43   (0.422 s / it)
[11-16 10:20:05] (/home/user/VAR/train.py , line 276)=>      [ep31]  (training )  Lm: 6.116 (6.116), Lt: 5.552 (5.552),  Acc m&t: 3.45 5.19,  Remain: 2 days, 12:46:58,  Finish: 2024-11-18 07:07
[11-16 10:20:05] (/home/user/VAR/train.py , line 276)=>      [ep31]  (training )  Lm: 6.116 (6.116), Lt: 5.552 (5.552),  Acc m&t: 3.45 5.19,  Remain: 2 days, 12:49:55,  Finish: 2024-11-18 07:10
[11-16 10:20:05] (/home/user/VAR/train.py , line 276)=>      [ep31]  (training )  Lm: 6.116 (6.116), Lt: 5.552 (5.552),  Acc m&t: 3.45 5.19,  Remain: 2 days, 12:49:18,  Finish: 2024-11-18 07:09
[11-16 10:20:05] (/home/user/VAR/train.py , line 276)=>      [ep31]  (training )  Lm: 6.116 (6.116), Lt: 5.552 (5.552),  Acc m&t: 3.45 5.19,  Remain: 2 days, 12:47:42,  Finish: 2024-11-18 07:07
[11-16 10:20:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [   0/1669]  eta: 0:10:54  tlr: 0.00015  tnm: 0.37  Lm: 6.104 (6.104)  Lt: 5.546 (5.546)  Accm: 3.70 (3.70)  Acct: 5.30 (5.30)  time: 0.3922  data: 0.0003
[11-16 10:20:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [   0/1669]  eta: 0:10:53  tlr: 0.00015  tnm: 0.37  Lm: 6.142 (6.142)  Lt: 5.575 (5.575)  Accm: 3.26 (3.26)  Acct: 4.79 (4.79)  time: 0.3915  data: 0.0004
[11-16 10:20:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [   0/1669]  eta: 0:10:54  tlr: 0.00015  tnm: 0.37  Lm: 6.132 (6.132)  Lt: 5.582 (5.582)  Accm: 3.34 (3.34)  Acct: 5.08 (5.08)  time: 0.3922  data: 0.0004
[11-16 10:20:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [   0/1669]  eta: 0:10:54  tlr: 0.00015  tnm: 0.37  Lm: 5.981 (5.981)  Lt: 5.392 (5.392)  Accm: 3.56 (3.56)  Acct: 5.61 (5.61)  time: 0.3921  data: 0.0004
[11-16 10:22:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [ 417/1669]  eta: 0:08:34  tlr: 0.00015  tnm: 0.47  Lm: 6.073 (6.073)  Lt: 5.494 (5.494)  Accm: 3.46 (3.46)  Acct: 5.36 (5.36)  time: 0.4058  data: 0.0002
[11-16 10:22:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [ 417/1669]  eta: 0:08:34  tlr: 0.00015  tnm: 0.47  Lm: 6.165 (6.165)  Lt: 5.580 (5.580)  Accm: 3.14 (3.14)  Acct: 4.75 (4.75)  time: 0.4058  data: 0.0002
[11-16 10:22:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [ 417/1669]  eta: 0:08:34  tlr: 0.00015  tnm: 0.47  Lm: 6.099 (6.099)  Lt: 5.548 (5.548)  Accm: 3.49 (3.49)  Acct: 5.32 (5.32)  time: 0.4058  data: 0.0002
[11-16 10:22:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [ 417/1669]  eta: 0:08:34  tlr: 0.00015  tnm: 0.47  Lm: 6.111 (6.111)  Lt: 5.519 (5.519)  Accm: 3.52 (3.52)  Acct: 5.29 (5.29)  time: 0.4058  data: 0.0002
[11-16 10:25:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00015  tnm: 0.42  Lm: 6.104 (6.075)  Lt: 5.493 (5.484)  Accm: 3.70 (3.73)  Acct: 5.30 (5.74)  time: 0.4008  data: 0.0002
[11-16 10:25:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00015  tnm: 0.42  Lm: 6.188 (6.179)  Lt: 5.584 (5.618)  Accm: 3.02 (2.98)  Acct: 4.72 (4.51)  time: 0.4008  data: 0.0002
[11-16 10:25:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00015  tnm: 0.42  Lm: 6.132 (6.111)  Lt: 5.536 (5.544)  Accm: 3.34 (3.44)  Acct: 5.10 (5.25)  time: 0.4008  data: 0.0002
[11-16 10:25:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00015  tnm: 0.42  Lm: 6.141 (6.096)  Lt: 5.578 (5.522)  Accm: 3.41 (3.44)  Acct: 5.51 (5.41)  time: 0.4008  data: 0.0002
[11-16 10:28:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00015  tnm: 0.38  Lm: 6.125 (6.099)  Lt: 5.562 (5.528)  Accm: 3.44 (3.45)  Acct: 5.46 (5.41)  time: 0.4887  data: 0.0002
[11-16 10:28:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00015  tnm: 0.38  Lm: 6.133 (6.121)  Lt: 5.557 (5.553)  Accm: 3.44 (3.46)  Acct: 5.33 (5.34)  time: 0.4887  data: 0.0002
[11-16 10:28:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00015  tnm: 0.38  Lm: 6.107 (6.084)  Lt: 5.519 (5.502)  Accm: 3.59 (3.67)  Acct: 5.39 (5.67)  time: 0.4887  data: 0.0002
[11-16 10:28:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00015  tnm: 0.38  Lm: 6.165 (6.138)  Lt: 5.580 (5.574)  Accm: 3.14 (3.18)  Acct: 4.75 (4.85)  time: 0.4887  data: 0.0002
[11-16 10:31:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.40  Lm: 6.142 (6.137)  Lt: 5.575 (5.568)  Accm: 3.26 (3.20)  Acct: 4.79 (4.86)  time: 0.4118  data: 0.0018
[11-16 10:31:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  32/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 10:31:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.40  Lm: 6.104 (6.072)  Lt: 5.493 (5.490)  Accm: 3.70 (3.68)  Acct: 5.48 (5.65)  time: 0.4117  data: 0.0015
[11-16 10:31:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.40  Lm: 6.141 (6.114)  Lt: 5.578 (5.538)  Accm: 3.41 (3.38)  Acct: 5.41 (5.27)  time: 0.4117  data: 0.0017
[11-16 10:31:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  32/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.40  Lm: 6.132 (6.113)  Lt: 5.536 (5.541)  Accm: 3.53 (3.52)  Acct: 5.29 (5.33)  time: 0.4117  data: 0.0021
[11-16 10:31:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  32/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 10:31:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  32/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 10:31:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  32/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 10:31:49] (/home/user/VAR/train.py , line 276)=>      [ep32]  (training )  Lm: 6.108 (6.108), Lt: 5.540 (5.540),  Acc m&t: 3.49 5.24,  Remain: 2 days, 13:26:40,  Finish: 2024-11-18 07:58
[11-16 10:31:49] (/home/user/VAR/train.py , line 276)=>      [ep32]  (training )  Lm: 6.108 (6.108), Lt: 5.540 (5.540),  Acc m&t: 3.49 5.24,  Remain: 2 days, 13:25:26,  Finish: 2024-11-18 07:57
[11-16 10:31:49] (/home/user/VAR/train.py , line 276)=>      [ep32]  (training )  Lm: 6.108 (6.108), Lt: 5.540 (5.540),  Acc m&t: 3.49 5.24,  Remain: 2 days, 13:26:26,  Finish: 2024-11-18 07:58
[11-16 10:31:49] (/home/user/VAR/train.py , line 276)=>      [ep32]  (training )  Lm: 6.108 (6.108), Lt: 5.540 (5.540),  Acc m&t: 3.49 5.24,  Remain: 2 days, 13:25:17,  Finish: 2024-11-18 07:57
[11-16 10:31:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [   0/1669]  eta: 0:11:29  tlr: 0.00015  tnm: 0.36  Lm: 6.229 (6.229)  Lt: 5.678 (5.678)  Accm: 3.07 (3.07)  Acct: 4.86 (4.86)  time: 0.4133  data: 0.0004
[11-16 10:31:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [   0/1669]  eta: 0:11:30  tlr: 0.00015  tnm: 0.36  Lm: 6.140 (6.140)  Lt: 5.552 (5.552)  Accm: 3.35 (3.35)  Acct: 4.96 (4.96)  time: 0.4136  data: 0.0004
[11-16 10:31:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [   0/1669]  eta: 0:11:30  tlr: 0.00015  tnm: 0.36  Lm: 6.062 (6.062)  Lt: 5.492 (5.492)  Accm: 3.72 (3.72)  Acct: 5.84 (5.84)  time: 0.4140  data: 0.0004
[11-16 10:31:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [   0/1669]  eta: 0:11:30  tlr: 0.00015  tnm: 0.36  Lm: 6.105 (6.105)  Lt: 5.499 (5.499)  Accm: 3.59 (3.59)  Acct: 5.72 (5.72)  time: 0.4138  data: 0.0003
[11-16 10:34:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [ 417/1669]  eta: 0:08:31  tlr: 0.00015  tnm: 0.37  Lm: 6.061 (6.061)  Lt: 5.473 (5.473)  Accm: 3.76 (3.76)  Acct: 5.85 (5.85)  time: 0.3968  data: 0.0002
[11-16 10:34:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [ 417/1669]  eta: 0:08:31  tlr: 0.00015  tnm: 0.37  Lm: 6.078 (6.078)  Lt: 5.506 (5.506)  Accm: 3.47 (3.47)  Acct: 5.41 (5.41)  time: 0.3968  data: 0.0002
[11-16 10:34:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [ 417/1669]  eta: 0:08:31  tlr: 0.00015  tnm: 0.37  Lm: 6.209 (6.209)  Lt: 5.651 (5.651)  Accm: 3.29 (3.29)  Acct: 5.00 (5.00)  time: 0.3968  data: 0.0002
[11-16 10:34:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [ 417/1669]  eta: 0:08:31  tlr: 0.00015  tnm: 0.37  Lm: 6.084 (6.084)  Lt: 5.506 (5.506)  Accm: 3.58 (3.58)  Acct: 5.37 (5.37)  time: 0.3968  data: 0.0002
[11-16 10:37:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [ 834/1669]  eta: 0:05:40  tlr: 0.00015  tnm: 0.47  Lm: 6.132 (6.100)  Lt: 5.552 (5.527)  Accm: 3.44 (3.54)  Acct: 5.25 (5.33)  time: 0.4076  data: 0.0002
[11-16 10:37:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [ 834/1669]  eta: 0:05:40  tlr: 0.00015  tnm: 0.47  Lm: 6.101 (6.074)  Lt: 5.499 (5.488)  Accm: 3.80 (3.77)  Acct: 5.72 (5.80)  time: 0.4076  data: 0.0002
[11-16 10:37:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [ 834/1669]  eta: 0:05:40  tlr: 0.00015  tnm: 0.47  Lm: 6.094 (6.120)  Lt: 5.519 (5.558)  Accm: 3.21 (3.35)  Acct: 4.99 (5.20)  time: 0.4076  data: 0.0002
[11-16 10:37:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [ 834/1669]  eta: 0:05:40  tlr: 0.00015  tnm: 0.47  Lm: 6.188 (6.113)  Lt: 5.623 (5.566)  Accm: 3.50 (3.62)  Acct: 5.15 (5.41)  time: 0.4076  data: 0.0002
[11-16 10:40:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00015  tnm: 0.39  Lm: 6.190 (6.132)  Lt: 5.633 (5.585)  Accm: 3.58 (3.63)  Acct: 5.43 (5.49)  time: 0.4813  data: 0.0002
[11-16 10:40:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00015  tnm: 0.39  Lm: 6.136 (6.129)  Lt: 5.561 (5.566)  Accm: 3.39 (3.43)  Acct: 5.11 (5.15)  time: 0.4813  data: 0.0002
[11-16 10:40:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00015  tnm: 0.39  Lm: 6.078 (6.091)  Lt: 5.506 (5.522)  Accm: 3.47 (3.49)  Acct: 5.41 (5.38)  time: 0.4813  data: 0.0003
[11-16 10:40:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00015  tnm: 0.39  Lm: 6.103 (6.091)  Lt: 5.509 (5.512)  Accm: 3.69 (3.61)  Acct: 5.70 (5.51)  time: 0.4813  data: 0.0002
[11-16 10:43:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.38  Lm: 6.101 (6.081)  Lt: 5.499 (5.498)  Accm: 3.70 (3.63)  Acct: 5.68 (5.54)  time: 0.4086  data: 0.0016
[11-16 10:43:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  33/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 10:43:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.38  Lm: 6.132 (6.126)  Lt: 5.552 (5.560)  Accm: 3.44 (3.45)  Acct: 5.25 (5.28)  time: 0.4086  data: 0.0018
[11-16 10:43:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.38  Lm: 6.094 (6.123)  Lt: 5.519 (5.558)  Accm: 3.21 (3.41)  Acct: 4.99 (5.24)  time: 0.4086  data: 0.0015
[11-16 10:43:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  33/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.38  Lm: 6.188 (6.142)  Lt: 5.644 (5.599)  Accm: 3.50 (3.55)  Acct: 5.15 (5.31)  time: 0.4086  data: 0.0016
[11-16 10:43:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  33/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 10:43:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  33/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 10:43:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  33/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 10:43:31] (/home/user/VAR/train.py , line 276)=>      [ep33]  (training )  Lm: 6.108 (6.111), Lt: 5.540 (5.544),  Acc m&t: 3.51 5.28,  Remain: 2 days, 12:49:33,  Finish: 2024-11-18 07:33
[11-16 10:43:31] (/home/user/VAR/train.py , line 276)=>      [ep33]  (training )  Lm: 6.108 (6.111), Lt: 5.540 (5.544),  Acc m&t: 3.51 5.28,  Remain: 2 days, 12:48:35,  Finish: 2024-11-18 07:32
[11-16 10:43:31] (/home/user/VAR/train.py , line 276)=>      [ep33]  (training )  Lm: 6.108 (6.111), Lt: 5.540 (5.544),  Acc m&t: 3.51 5.28,  Remain: 2 days, 12:47:38,  Finish: 2024-11-18 07:31
[11-16 10:43:31] (/home/user/VAR/train.py , line 276)=>      [ep33]  (training )  Lm: 6.108 (6.111), Lt: 5.540 (5.544),  Acc m&t: 3.51 5.28,  Remain: 2 days, 12:46:49,  Finish: 2024-11-18 07:30
[11-16 10:43:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [   0/1669]  eta: 0:10:10  tlr: 0.00015  tnm: 0.41  Lm: 6.036 (6.036)  Lt: 5.429 (5.429)  Accm: 3.58 (3.58)  Acct: 5.22 (5.22)  time: 0.3657  data: 0.0003
[11-16 10:43:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [   0/1669]  eta: 0:10:16  tlr: 0.00015  tnm: 0.41  Lm: 6.161 (6.161)  Lt: 5.611 (5.611)  Accm: 3.24 (3.24)  Acct: 4.79 (4.79)  time: 0.3693  data: 0.0004
[11-16 10:43:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [   0/1669]  eta: 0:10:15  tlr: 0.00015  tnm: 0.41  Lm: 6.027 (6.027)  Lt: 5.461 (5.461)  Accm: 4.09 (4.09)  Acct: 6.32 (6.32)  time: 0.3689  data: 0.0003
[11-16 10:43:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [   0/1669]  eta: 0:10:17  tlr: 0.00015  tnm: 0.41  Lm: 6.132 (6.132)  Lt: 5.559 (5.559)  Accm: 3.40 (3.40)  Acct: 5.13 (5.13)  time: 0.3698  data: 0.0003
[11-16 10:46:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00015  tnm: 0.38  Lm: 6.127 (6.127)  Lt: 5.546 (5.546)  Accm: 3.30 (3.30)  Acct: 4.79 (4.79)  time: 0.4389  data: 0.0003
[11-16 10:46:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00015  tnm: 0.38  Lm: 6.095 (6.095)  Lt: 5.529 (5.529)  Accm: 3.39 (3.39)  Acct: 5.19 (5.19)  time: 0.4389  data: 0.0002
[11-16 10:46:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00015  tnm: 0.38  Lm: 6.120 (6.120)  Lt: 5.552 (5.552)  Accm: 3.57 (3.57)  Acct: 5.35 (5.35)  time: 0.4389  data: 0.0002
[11-16 10:46:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00015  tnm: 0.38  Lm: 6.069 (6.069)  Lt: 5.515 (5.515)  Accm: 3.67 (3.67)  Acct: 5.58 (5.58)  time: 0.4389  data: 0.0002
[11-16 10:49:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [ 834/1669]  eta: 0:05:41  tlr: 0.00015  tnm: 0.39  Lm: 6.027 (6.011)  Lt: 5.461 (5.451)  Accm: 4.09 (3.96)  Acct: 6.32 (6.05)  time: 0.4008  data: 0.0002
[11-16 10:49:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [ 834/1669]  eta: 0:05:41  tlr: 0.00015  tnm: 0.39  Lm: 6.175 (6.143)  Lt: 5.589 (5.560)  Accm: 3.28 (3.29)  Acct: 5.22 (5.00)  time: 0.4008  data: 0.0002
[11-16 10:49:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [ 834/1669]  eta: 0:05:41  tlr: 0.00015  tnm: 0.39  Lm: 6.029 (6.073)  Lt: 5.466 (5.508)  Accm: 3.54 (3.55)  Acct: 5.60 (5.42)  time: 0.4008  data: 0.0002
[11-16 10:49:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [ 834/1669]  eta: 0:05:41  tlr: 0.00015  tnm: 0.39  Lm: 6.132 (6.128)  Lt: 5.559 (5.563)  Accm: 3.62 (3.58)  Acct: 5.30 (5.33)  time: 0.4008  data: 0.0003
[11-16 10:52:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00015  tnm: 0.39  Lm: 6.120 (6.108)  Lt: 5.552 (5.540)  Accm: 3.67 (3.64)  Acct: 5.43 (5.40)  time: 0.3986  data: 0.0002
[11-16 10:52:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00015  tnm: 0.39  Lm: 6.161 (6.144)  Lt: 5.567 (5.556)  Accm: 3.30 (3.30)  Acct: 5.21 (5.05)  time: 0.3986  data: 0.0002
[11-16 10:52:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00015  tnm: 0.39  Lm: 6.069 (6.051)  Lt: 5.515 (5.498)  Accm: 3.73 (3.82)  Acct: 5.58 (5.71)  time: 0.3986  data: 0.0002
[11-16 10:52:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00015  tnm: 0.39  Lm: 6.042 (6.068)  Lt: 5.458 (5.493)  Accm: 3.55 (3.56)  Acct: 5.60 (5.46)  time: 0.3986  data: 0.0002
[11-16 10:55:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.38  Lm: 6.054 (6.089)  Lt: 5.466 (5.519)  Accm: 3.54 (3.52)  Acct: 5.60 (5.40)  time: 0.4028  data: 0.0020
[11-16 10:55:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  34/350]   Total time:      0:11:28   (0.412 s / it)
[11-16 10:55:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.38  Lm: 6.111 (6.065)  Lt: 5.562 (5.511)  Accm: 3.37 (3.70)  Acct: 4.91 (5.55)  time: 0.4028  data: 0.0015
[11-16 10:55:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.38  Lm: 6.147 (6.135)  Lt: 5.556 (5.556)  Accm: 3.33 (3.32)  Acct: 5.20 (5.08)  time: 0.4028  data: 0.0017
[11-16 10:55:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  34/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00015  tnm: 0.38  Lm: 6.107 (6.101)  Lt: 5.544 (5.534)  Accm: 3.73 (3.68)  Acct: 5.54 (5.43)  time: 0.4028  data: 0.0016
[11-16 10:55:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  34/350]   Total time:      0:11:28   (0.412 s / it)
[11-16 10:55:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  34/350]   Total time:      0:11:28   (0.412 s / it)
[11-16 10:55:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  34/350]   Total time:      0:11:28   (0.412 s / it)
[11-16 10:55:00] (/home/user/VAR/train.py , line 276)=>      [ep34]  (training )  Lm: 6.108 (6.108), Lt: 5.540 (5.540),  Acc m&t: 3.51 5.28,  Remain: 2 days, 12:05:14,  Finish: 2024-11-18 07:00
[11-16 10:55:00] (/home/user/VAR/train.py , line 276)=>      [ep34]  (training )  Lm: 6.108 (6.108), Lt: 5.540 (5.540),  Acc m&t: 3.51 5.28,  Remain: 2 days, 12:05:51,  Finish: 2024-11-18 07:00
[11-16 10:55:00] (/home/user/VAR/train.py , line 276)=>      [ep34]  (training )  Lm: 6.108 (6.108), Lt: 5.540 (5.540),  Acc m&t: 3.51 5.28,  Remain: 2 days, 12:06:23,  Finish: 2024-11-18 07:01
[11-16 10:55:00] (/home/user/VAR/train.py , line 276)=>      [ep34]  (training )  Lm: 6.108 (6.108), Lt: 5.540 (5.540),  Acc m&t: 3.51 5.28,  Remain: 2 days, 12:04:58,  Finish: 2024-11-18 06:59
[11-16 10:55:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [   0/1669]  eta: 0:09:14  tlr: 0.00015  tnm: 0.43  Lm: 6.150 (6.150)  Lt: 5.623 (5.623)  Accm: 3.02 (3.02)  Acct: 4.39 (4.39)  time: 0.3321  data: 0.0004
[11-16 10:55:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [   0/1669]  eta: 0:09:14  tlr: 0.00015  tnm: 0.43  Lm: 6.216 (6.216)  Lt: 5.679 (5.679)  Accm: 3.29 (3.29)  Acct: 4.87 (4.87)  time: 0.3321  data: 0.0003
[11-16 10:55:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [   0/1669]  eta: 0:09:13  tlr: 0.00015  tnm: 0.43  Lm: 6.058 (6.058)  Lt: 5.477 (5.477)  Accm: 3.72 (3.72)  Acct: 5.65 (5.65)  time: 0.3319  data: 0.0004
[11-16 10:55:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [   0/1669]  eta: 0:09:14  tlr: 0.00015  tnm: 0.43  Lm: 6.149 (6.149)  Lt: 5.580 (5.580)  Accm: 3.31 (3.31)  Acct: 4.89 (4.89)  time: 0.3325  data: 0.0003
[11-16 10:57:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00014  tnm: 0.39  Lm: 6.126 (6.126)  Lt: 5.563 (5.563)  Accm: 3.50 (3.50)  Acct: 5.20 (5.20)  time: 0.4053  data: 0.0002
[11-16 10:57:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00014  tnm: 0.39  Lm: 6.103 (6.103)  Lt: 5.544 (5.544)  Accm: 3.27 (3.27)  Acct: 4.92 (4.92)  time: 0.4053  data: 0.0002
[11-16 10:57:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00014  tnm: 0.39  Lm: 6.139 (6.139)  Lt: 5.590 (5.590)  Accm: 3.40 (3.40)  Acct: 5.17 (5.17)  time: 0.4053  data: 0.0003
[11-16 10:57:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00014  tnm: 0.39  Lm: 6.115 (6.115)  Lt: 5.549 (5.549)  Accm: 3.53 (3.53)  Acct: 5.35 (5.35)  time: 0.4053  data: 0.0002
[11-16 11:01:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [ 834/1669]  eta: 0:06:02  tlr: 0.00014  tnm: 0.33  Lm: 6.058 (6.096)  Lt: 5.500 (5.533)  Accm: 3.72 (3.64)  Acct: 5.65 (5.56)  time: 0.4024  data: 0.0002
[11-16 11:01:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [ 834/1669]  eta: 0:06:02  tlr: 0.00014  tnm: 0.33  Lm: 6.104 (6.103)  Lt: 5.546 (5.527)  Accm: 3.69 (3.59)  Acct: 5.51 (5.37)  time: 0.4024  data: 0.0002
[11-16 11:01:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [ 834/1669]  eta: 0:06:02  tlr: 0.00014  tnm: 0.33  Lm: 6.190 (6.156)  Lt: 5.583 (5.588)  Accm: 3.29 (3.32)  Acct: 4.87 (5.07)  time: 0.4023  data: 0.0002
[11-16 11:01:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [ 834/1669]  eta: 0:06:02  tlr: 0.00014  tnm: 0.33  Lm: 6.055 (6.085)  Lt: 5.466 (5.516)  Accm: 3.53 (3.42)  Acct: 5.44 (5.22)  time: 0.4024  data: 0.0002
[11-16 11:03:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.38  Lm: 6.063 (6.081)  Lt: 5.476 (5.509)  Accm: 3.62 (3.53)  Acct: 5.60 (5.36)  time: 0.4051  data: 0.0002
[11-16 11:03:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.38  Lm: 6.120 (6.111)  Lt: 5.548 (5.533)  Accm: 3.51 (3.52)  Acct: 5.39 (5.35)  time: 0.4051  data: 0.0002
[11-16 11:03:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.38  Lm: 6.172 (6.156)  Lt: 5.592 (5.591)  Accm: 3.31 (3.32)  Acct: 4.87 (5.01)  time: 0.4051  data: 0.0002
[11-16 11:03:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.38  Lm: 6.115 (6.122)  Lt: 5.560 (5.556)  Accm: 3.53 (3.47)  Acct: 5.35 (5.30)  time: 0.4051  data: 0.0003
[11-16 11:06:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.173 (6.133)  Lt: 5.621 (5.574)  Accm: 3.34 (3.38)  Acct: 5.06 (5.16)  time: 0.4028  data: 0.0018
[11-16 11:06:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  35/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 11:06:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.104 (6.109)  Lt: 5.550 (5.538)  Accm: 3.69 (3.60)  Acct: 5.51 (5.43)  time: 0.4028  data: 0.0017
[11-16 11:06:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.154 (6.146)  Lt: 5.583 (5.583)  Accm: 3.34 (3.36)  Acct: 4.87 (5.12)  time: 0.4028  data: 0.0015
[11-16 11:06:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  35/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.070 (6.083)  Lt: 5.486 (5.507)  Accm: 3.71 (3.57)  Acct: 5.75 (5.44)  time: 0.4028  data: 0.0017
[11-16 11:06:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  35/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 11:06:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  35/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 11:06:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  35/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 11:06:42] (/home/user/VAR/train.py , line 276)=>      [ep35]  (training )  Lm: 6.101 (6.101), Lt: 5.532 (5.532),  Acc m&t: 3.52 5.28,  Remain: 2 days, 11:35:50,  Finish: 2024-11-18 06:42
[11-16 11:06:42] (/home/user/VAR/train.py , line 276)=>      [ep35]  (training )  Lm: 6.101 (6.101), Lt: 5.532 (5.532),  Acc m&t: 3.52 5.28,  Remain: 2 days, 11:35:46,  Finish: 2024-11-18 06:42
[11-16 11:06:42] (/home/user/VAR/train.py , line 276)=>      [ep35]  (training )  Lm: 6.101 (6.101), Lt: 5.532 (5.532),  Acc m&t: 3.52 5.28,  Remain: 2 days, 11:38:08,  Finish: 2024-11-18 06:44
[11-16 11:06:42] (/home/user/VAR/train.py , line 276)=>      [ep35]  (training )  Lm: 6.101 (6.101), Lt: 5.532 (5.532),  Acc m&t: 3.52 5.28,  Remain: 2 days, 11:34:01,  Finish: 2024-11-18 06:40
[11-16 11:06:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [   0/1669]  eta: 0:10:32  tlr: 0.00014  tnm: 0.39  Lm: 6.119 (6.119)  Lt: 5.561 (5.561)  Accm: 3.29 (3.29)  Acct: 4.99 (4.99)  time: 0.3791  data: 0.0003
[11-16 11:06:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [   0/1669]  eta: 0:10:32  tlr: 0.00014  tnm: 0.39  Lm: 6.115 (6.115)  Lt: 5.581 (5.581)  Accm: 3.39 (3.39)  Acct: 5.17 (5.17)  time: 0.3790  data: 0.0003
[11-16 11:06:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [   0/1669]  eta: 0:10:32  tlr: 0.00014  tnm: 0.39  Lm: 6.019 (6.019)  Lt: 5.445 (5.445)  Accm: 3.66 (3.66)  Acct: 5.44 (5.44)  time: 0.3789  data: 0.0004
[11-16 11:06:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [   0/1669]  eta: 0:10:33  tlr: 0.00014  tnm: 0.39  Lm: 6.120 (6.120)  Lt: 5.555 (5.555)  Accm: 3.41 (3.41)  Acct: 5.10 (5.10)  time: 0.3793  data: 0.0003
[11-16 11:09:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00014  tnm: 0.38  Lm: 6.073 (6.073)  Lt: 5.516 (5.516)  Accm: 3.60 (3.60)  Acct: 5.38 (5.38)  time: 0.4574  data: 0.0002
[11-16 11:09:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00014  tnm: 0.38  Lm: 6.004 (6.004)  Lt: 5.432 (5.432)  Accm: 3.74 (3.74)  Acct: 5.64 (5.64)  time: 0.4574  data: 0.0002
[11-16 11:09:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00014  tnm: 0.38  Lm: 6.141 (6.141)  Lt: 5.573 (5.573)  Accm: 3.38 (3.38)  Acct: 5.06 (5.06)  time: 0.4574  data: 0.0002
[11-16 11:09:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00014  tnm: 0.38  Lm: 6.114 (6.114)  Lt: 5.579 (5.579)  Accm: 3.48 (3.48)  Acct: 5.16 (5.16)  time: 0.4574  data: 0.0002
[11-16 11:12:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [ 834/1669]  eta: 0:05:58  tlr: 0.00014  tnm: 0.39  Lm: 6.115 (6.142)  Lt: 5.581 (5.594)  Accm: 3.39 (3.34)  Acct: 5.15 (5.04)  time: 0.4044  data: 0.0002
[11-16 11:12:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [ 834/1669]  eta: 0:05:58  tlr: 0.00014  tnm: 0.39  Lm: 6.001 (6.003)  Lt: 5.418 (5.426)  Accm: 3.72 (3.74)  Acct: 5.54 (5.61)  time: 0.4044  data: 0.0002
[11-16 11:12:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [ 834/1669]  eta: 0:05:58  tlr: 0.00014  tnm: 0.39  Lm: 6.026 (6.052)  Lt: 5.477 (5.472)  Accm: 3.80 (3.69)  Acct: 5.66 (5.53)  time: 0.4044  data: 0.0002
[11-16 11:12:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [ 834/1669]  eta: 0:05:58  tlr: 0.00014  tnm: 0.39  Lm: 6.139 (6.140)  Lt: 5.561 (5.554)  Accm: 3.46 (3.41)  Acct: 5.13 (5.25)  time: 0.4044  data: 0.0002
[11-16 11:15:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00014  tnm: 0.35  Lm: 6.131 (6.136)  Lt: 5.563 (5.557)  Accm: 3.47 (3.44)  Acct: 5.11 (5.20)  time: 0.4117  data: 0.0002
[11-16 11:15:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00014  tnm: 0.35  Lm: 6.010 (6.024)  Lt: 5.432 (5.436)  Accm: 3.69 (3.67)  Acct: 5.49 (5.55)  time: 0.4117  data: 0.0002
[11-16 11:15:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00014  tnm: 0.35  Lm: 6.114 (6.129)  Lt: 5.579 (5.577)  Accm: 3.48 (3.43)  Acct: 5.16 (5.13)  time: 0.4117  data: 0.0002
[11-16 11:15:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00014  tnm: 0.35  Lm: 6.073 (6.089)  Lt: 5.516 (5.508)  Accm: 3.60 (3.51)  Acct: 5.38 (5.28)  time: 0.4117  data: 0.0002
[11-16 11:18:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.44  Lm: 6.026 (6.060)  Lt: 5.477 (5.468)  Accm: 3.80 (3.63)  Acct: 5.66 (5.47)  time: 0.4117  data: 0.0016
[11-16 11:18:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  36/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 11:18:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.44  Lm: 6.113 (6.109)  Lt: 5.576 (5.549)  Accm: 3.56 (3.50)  Acct: 5.17 (5.25)  time: 0.4117  data: 0.0015
[11-16 11:18:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.44  Lm: 6.001 (6.019)  Lt: 5.418 (5.425)  Accm: 3.66 (3.67)  Acct: 5.54 (5.59)  time: 0.4117  data: 0.0018
[11-16 11:18:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  36/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.44  Lm: 6.135 (6.136)  Lt: 5.561 (5.552)  Accm: 3.46 (3.40)  Acct: 5.08 (5.15)  time: 0.4117  data: 0.0015
[11-16 11:18:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  36/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 11:18:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  36/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 11:18:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  36/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 11:18:29] (/home/user/VAR/train.py , line 276)=>      [ep36]  (training )  Lm: 6.094 (6.094), Lt: 5.518 (5.518),  Acc m&t: 3.53 5.29,  Remain: 2 days, 12:21:14,  Finish: 2024-11-18 07:39
[11-16 11:18:29] (/home/user/VAR/train.py , line 276)=>      [ep36]  (training )  Lm: 6.094 (6.094), Lt: 5.518 (5.518),  Acc m&t: 3.53 5.29,  Remain: 2 days, 12:22:49,  Finish: 2024-11-18 07:41
[11-16 11:18:29] (/home/user/VAR/train.py , line 276)=>      [ep36]  (training )  Lm: 6.094 (6.094), Lt: 5.518 (5.518),  Acc m&t: 3.53 5.29,  Remain: 2 days, 12:22:46,  Finish: 2024-11-18 07:41
[11-16 11:18:29] (/home/user/VAR/train.py , line 276)=>      [ep36]  (training )  Lm: 6.094 (6.094), Lt: 5.518 (5.518),  Acc m&t: 3.53 5.29,  Remain: 2 days, 12:23:32,  Finish: 2024-11-18 07:42
[11-16 11:18:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [   0/1669]  eta: 0:09:14  tlr: 0.00014  tnm: 0.40  Lm: 6.161 (6.161)  Lt: 5.601 (5.601)  Accm: 3.16 (3.16)  Acct: 4.84 (4.84)  time: 0.3321  data: 0.0004
[11-16 11:18:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [   0/1669]  eta: 0:09:13  tlr: 0.00014  tnm: 0.40  Lm: 6.054 (6.054)  Lt: 5.443 (5.443)  Accm: 3.66 (3.66)  Acct: 5.79 (5.79)  time: 0.3316  data: 0.0003
[11-16 11:18:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [   0/1669]  eta: 0:09:14  tlr: 0.00014  tnm: 0.40  Lm: 6.108 (6.108)  Lt: 5.510 (5.510)  Accm: 3.54 (3.54)  Acct: 5.15 (5.15)  time: 0.3320  data: 0.0003
[11-16 11:18:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [   0/1669]  eta: 0:09:14  tlr: 0.00014  tnm: 0.40  Lm: 6.210 (6.210)  Lt: 5.679 (5.679)  Accm: 3.23 (3.23)  Acct: 4.91 (4.91)  time: 0.3323  data: 0.0003
[11-16 11:21:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00014  tnm: 0.39  Lm: 6.162 (6.162)  Lt: 5.605 (5.605)  Accm: 3.37 (3.37)  Acct: 5.07 (5.07)  time: 0.3972  data: 0.0002
[11-16 11:21:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00014  tnm: 0.39  Lm: 6.013 (6.013)  Lt: 5.407 (5.407)  Accm: 3.93 (3.93)  Acct: 6.07 (6.07)  time: 0.3972  data: 0.0002
[11-16 11:21:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00014  tnm: 0.39  Lm: 6.153 (6.153)  Lt: 5.582 (5.582)  Accm: 3.28 (3.28)  Acct: 4.97 (4.97)  time: 0.3972  data: 0.0002
[11-16 11:21:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00014  tnm: 0.39  Lm: 6.104 (6.104)  Lt: 5.508 (5.508)  Accm: 3.55 (3.55)  Acct: 5.29 (5.29)  time: 0.3972  data: 0.0002
[11-16 11:24:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00014  tnm: 0.35  Lm: 6.104 (6.104)  Lt: 5.506 (5.498)  Accm: 3.54 (3.43)  Acct: 5.15 (5.17)  time: 0.4023  data: 0.0002
[11-16 11:24:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00014  tnm: 0.35  Lm: 6.012 (6.013)  Lt: 5.443 (5.425)  Accm: 3.87 (3.91)  Acct: 5.79 (5.89)  time: 0.4023  data: 0.0002
[11-16 11:24:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00014  tnm: 0.35  Lm: 6.192 (6.172)  Lt: 5.623 (5.611)  Accm: 3.26 (3.33)  Acct: 5.08 (5.07)  time: 0.4023  data: 0.0002
[11-16 11:24:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00014  tnm: 0.35  Lm: 6.145 (6.147)  Lt: 5.564 (5.566)  Accm: 3.39 (3.36)  Acct: 5.10 (5.13)  time: 0.4023  data: 0.0002
[11-16 11:27:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.36  Lm: 6.139 (6.117)  Lt: 5.548 (5.528)  Accm: 3.45 (3.43)  Acct: 5.27 (5.29)  time: 0.3955  data: 0.0002
[11-16 11:27:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.36  Lm: 6.009 (6.011)  Lt: 5.425 (5.421)  Accm: 3.99 (3.96)  Acct: 5.92 (5.93)  time: 0.3955  data: 0.0002
[11-16 11:27:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.36  Lm: 6.153 (6.140)  Lt: 5.578 (5.577)  Accm: 3.38 (3.43)  Acct: 5.16 (5.18)  time: 0.3955  data: 0.0002
[11-16 11:27:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.36  Lm: 6.103 (6.086)  Lt: 5.492 (5.492)  Accm: 3.55 (3.52)  Acct: 5.29 (5.26)  time: 0.3955  data: 0.0002
[11-16 11:30:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.38  Lm: 6.104 (6.093)  Lt: 5.506 (5.510)  Accm: 3.57 (3.54)  Acct: 5.22 (5.25)  time: 0.4005  data: 0.0017
[11-16 11:30:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  37/350]   Total time:      0:11:48   (0.425 s / it)
[11-16 11:30:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.38  Lm: 6.134 (6.120)  Lt: 5.539 (5.530)  Accm: 3.39 (3.39)  Acct: 5.10 (5.24)  time: 0.4005  data: 0.0017
[11-16 11:30:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.38  Lm: 6.005 (5.991)  Lt: 5.408 (5.404)  Accm: 4.12 (4.01)  Acct: 6.06 (5.99)  time: 0.4005  data: 0.0015
[11-16 11:30:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  37/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.38  Lm: 6.192 (6.159)  Lt: 5.623 (5.600)  Accm: 3.26 (3.34)  Acct: 5.08 (5.09)  time: 0.4005  data: 0.0015
[11-16 11:30:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  37/350]   Total time:      0:11:48   (0.425 s / it)
[11-16 11:30:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  37/350]   Total time:      0:11:48   (0.425 s / it)
[11-16 11:30:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  37/350]   Total time:      0:11:48   (0.425 s / it)
[11-16 11:30:19] (/home/user/VAR/train.py , line 276)=>      [ep37]  (training )  Lm: 6.086 (6.086), Lt: 5.511 (5.511),  Acc m&t: 3.56 5.36,  Remain: 2 days, 10:54:35,  Finish: 2024-11-18 06:24
[11-16 11:30:19] (/home/user/VAR/train.py , line 276)=>      [ep37]  (training )  Lm: 6.086 (6.086), Lt: 5.511 (5.511),  Acc m&t: 3.56 5.36,  Remain: 2 days, 10:53:51,  Finish: 2024-11-18 06:24
[11-16 11:30:19] (/home/user/VAR/train.py , line 276)=>      [ep37]  (training )  Lm: 6.086 (6.086), Lt: 5.511 (5.511),  Acc m&t: 3.56 5.36,  Remain: 2 days, 10:53:04,  Finish: 2024-11-18 06:23
[11-16 11:30:19] (/home/user/VAR/train.py , line 276)=>      [ep37]  (training )  Lm: 6.086 (6.086), Lt: 5.511 (5.511),  Acc m&t: 3.56 5.36,  Remain: 2 days, 10:54:09,  Finish: 2024-11-18 06:24
[11-16 11:30:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [   0/1669]  eta: 0:09:16  tlr: 0.00014  tnm: 0.42  Lm: 6.074 (6.074)  Lt: 5.498 (5.498)  Accm: 3.48 (3.48)  Acct: 5.41 (5.41)  time: 0.3333  data: 0.0003
[11-16 11:30:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [   0/1669]  eta: 0:09:17  tlr: 0.00014  tnm: 0.42  Lm: 6.057 (6.057)  Lt: 5.473 (5.473)  Accm: 3.74 (3.74)  Acct: 5.70 (5.70)  time: 0.3340  data: 0.0003
[11-16 11:30:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [   0/1669]  eta: 0:09:16  tlr: 0.00014  tnm: 0.42  Lm: 6.062 (6.062)  Lt: 5.466 (5.466)  Accm: 3.53 (3.53)  Acct: 5.49 (5.49)  time: 0.3333  data: 0.0003
[11-16 11:30:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [   0/1669]  eta: 0:09:16  tlr: 0.00014  tnm: 0.42  Lm: 5.984 (5.984)  Lt: 5.424 (5.424)  Accm: 3.88 (3.88)  Acct: 5.94 (5.94)  time: 0.3336  data: 0.0004
[11-16 11:33:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [ 417/1669]  eta: 0:08:34  tlr: 0.00014  tnm: 0.46  Lm: 5.970 (5.970)  Lt: 5.391 (5.391)  Accm: 3.80 (3.80)  Acct: 5.87 (5.87)  time: 0.4015  data: 0.0002
[11-16 11:33:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [ 417/1669]  eta: 0:08:34  tlr: 0.00014  tnm: 0.46  Lm: 6.098 (6.098)  Lt: 5.519 (5.519)  Accm: 3.44 (3.44)  Acct: 5.23 (5.23)  time: 0.4015  data: 0.0002
[11-16 11:33:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [ 417/1669]  eta: 0:08:34  tlr: 0.00014  tnm: 0.46  Lm: 6.084 (6.084)  Lt: 5.501 (5.501)  Accm: 3.55 (3.55)  Acct: 5.37 (5.37)  time: 0.4015  data: 0.0002
[11-16 11:33:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [ 417/1669]  eta: 0:08:34  tlr: 0.00014  tnm: 0.46  Lm: 6.097 (6.097)  Lt: 5.527 (5.527)  Accm: 3.45 (3.45)  Acct: 5.45 (5.45)  time: 0.4015  data: 0.0002
[11-16 11:36:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [ 834/1669]  eta: 0:05:41  tlr: 0.00014  tnm: 0.39  Lm: 6.119 (6.130)  Lt: 5.556 (5.568)  Accm: 3.41 (3.32)  Acct: 5.41 (5.13)  time: 0.4084  data: 0.0002
[11-16 11:36:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [ 834/1669]  eta: 0:05:41  tlr: 0.00014  tnm: 0.39  Lm: 6.062 (6.078)  Lt: 5.466 (5.498)  Accm: 3.53 (3.50)  Acct: 5.41 (5.29)  time: 0.4084  data: 0.0002
[11-16 11:36:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [ 834/1669]  eta: 0:05:41  tlr: 0.00014  tnm: 0.39  Lm: 6.110 (6.119)  Lt: 5.529 (5.545)  Accm: 3.37 (3.46)  Acct: 5.04 (5.21)  time: 0.4084  data: 0.0002
[11-16 11:36:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [ 834/1669]  eta: 0:05:41  tlr: 0.00014  tnm: 0.39  Lm: 5.984 (5.990)  Lt: 5.424 (5.405)  Accm: 3.82 (3.81)  Acct: 5.94 (5.95)  time: 0.4084  data: 0.0002
[11-16 11:38:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00014  tnm: 0.35  Lm: 6.007 (6.028)  Lt: 5.429 (5.442)  Accm: 3.77 (3.74)  Acct: 5.87 (5.88)  time: 0.3985  data: 0.0002
[11-16 11:38:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00014  tnm: 0.35  Lm: 6.084 (6.084)  Lt: 5.501 (5.501)  Accm: 3.55 (3.56)  Acct: 5.32 (5.30)  time: 0.3985  data: 0.0002
[11-16 11:38:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00014  tnm: 0.35  Lm: 6.067 (6.077)  Lt: 5.461 (5.486)  Accm: 3.57 (3.53)  Acct: 5.34 (5.28)  time: 0.3985  data: 0.0002
[11-16 11:38:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [1251/1669]  eta: 0:02:51  tlr: 0.00014  tnm: 0.35  Lm: 6.097 (6.082)  Lt: 5.527 (5.516)  Accm: 3.45 (3.48)  Acct: 5.45 (5.34)  time: 0.3985  data: 0.0002
[11-16 11:41:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.40  Lm: 6.074 (6.073)  Lt: 5.498 (5.494)  Accm: 3.48 (3.58)  Acct: 5.49 (5.51)  time: 0.4050  data: 0.0016
[11-16 11:41:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  38/350]   Total time:      0:11:32   (0.415 s / it)
[11-16 11:41:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.40  Lm: 6.030 (6.032)  Lt: 5.434 (5.442)  Accm: 3.82 (3.77)  Acct: 5.92 (5.89)  time: 0.4050  data: 0.0018
[11-16 11:41:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.40  Lm: 6.073 (6.091)  Lt: 5.466 (5.502)  Accm: 3.53 (3.51)  Acct: 5.30 (5.29)  time: 0.4050  data: 0.0021
[11-16 11:41:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  38/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.40  Lm: 6.057 (6.076)  Lt: 5.473 (5.489)  Accm: 3.58 (3.56)  Acct: 5.25 (5.29)  time: 0.4050  data: 0.0017
[11-16 11:41:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  38/350]   Total time:      0:11:32   (0.415 s / it)
[11-16 11:41:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  38/350]   Total time:      0:11:32   (0.415 s / it)
[11-16 11:41:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  38/350]   Total time:      0:11:32   (0.415 s / it)
[11-16 11:41:52] (/home/user/VAR/train.py , line 276)=>      [ep38]  (training )  Lm: 6.076 (6.076), Lt: 5.494 (5.494),  Acc m&t: 3.60 5.43,  Remain: 2 days, 11:47:59,  Finish: 2024-11-18 07:29
[11-16 11:41:52] (/home/user/VAR/train.py , line 276)=>      [ep38]  (training )  Lm: 6.076 (6.076), Lt: 5.494 (5.494),  Acc m&t: 3.60 5.43,  Remain: 2 days, 11:48:33,  Finish: 2024-11-18 07:30
[11-16 11:41:52] (/home/user/VAR/train.py , line 276)=>      [ep38]  (training )  Lm: 6.076 (6.076), Lt: 5.494 (5.494),  Acc m&t: 3.60 5.43,  Remain: 2 days, 11:48:47,  Finish: 2024-11-18 07:30
[11-16 11:41:52] (/home/user/VAR/train.py , line 276)=>      [ep38]  (training )  Lm: 6.076 (6.076), Lt: 5.494 (5.494),  Acc m&t: 3.60 5.43,  Remain: 2 days, 11:48:30,  Finish: 2024-11-18 07:30
[11-16 11:41:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [   0/1669]  eta: 0:47:01  tlr: 0.00014  tnm: 0.39  Lm: 6.096 (6.096)  Lt: 5.539 (5.539)  Accm: 3.46 (3.46)  Acct: 5.23 (5.23)  time: 1.6904  data: 0.0003
[11-16 11:41:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [   0/1669]  eta: 0:47:01  tlr: 0.00014  tnm: 0.39  Lm: 6.075 (6.075)  Lt: 5.446 (5.446)  Accm: 3.65 (3.65)  Acct: 5.73 (5.73)  time: 1.6907  data: 0.0003
[11-16 11:41:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [   0/1669]  eta: 0:47:01  tlr: 0.00014  tnm: 0.39  Lm: 6.058 (6.058)  Lt: 5.527 (5.527)  Accm: 3.60 (3.60)  Acct: 5.32 (5.32)  time: 1.6903  data: 0.0004
[11-16 11:41:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [   0/1669]  eta: 0:47:01  tlr: 0.00014  tnm: 0.39  Lm: 6.092 (6.092)  Lt: 5.491 (5.491)  Accm: 3.48 (3.48)  Acct: 5.34 (5.34)  time: 1.6906  data: 0.0004
[11-16 11:44:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [ 417/1669]  eta: 0:08:55  tlr: 0.00014  tnm: 0.38  Lm: 6.058 (6.058)  Lt: 5.446 (5.446)  Accm: 3.58 (3.58)  Acct: 5.61 (5.61)  time: 0.4812  data: 0.0002
[11-16 11:44:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [ 417/1669]  eta: 0:08:55  tlr: 0.00014  tnm: 0.38  Lm: 6.029 (6.029)  Lt: 5.447 (5.447)  Accm: 3.61 (3.61)  Acct: 5.20 (5.20)  time: 0.4812  data: 0.0002
[11-16 11:44:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [ 417/1669]  eta: 0:08:55  tlr: 0.00014  tnm: 0.38  Lm: 6.062 (6.062)  Lt: 5.477 (5.477)  Accm: 3.77 (3.77)  Acct: 5.58 (5.58)  time: 0.4812  data: 0.0002
[11-16 11:44:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [ 417/1669]  eta: 0:08:55  tlr: 0.00014  tnm: 0.38  Lm: 6.066 (6.066)  Lt: 5.526 (5.526)  Accm: 3.52 (3.52)  Acct: 5.26 (5.26)  time: 0.4812  data: 0.0002
[11-16 11:47:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [ 834/1669]  eta: 0:05:50  tlr: 0.00014  tnm: 0.35  Lm: 6.058 (6.038)  Lt: 5.525 (5.477)  Accm: 3.60 (3.65)  Acct: 5.32 (5.41)  time: 0.4024  data: 0.0002
[11-16 11:47:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [ 834/1669]  eta: 0:05:50  tlr: 0.00014  tnm: 0.35  Lm: 6.092 (6.092)  Lt: 5.491 (5.498)  Accm: 3.48 (3.47)  Acct: 5.34 (5.34)  time: 0.4024  data: 0.0002
[11-16 11:47:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [ 834/1669]  eta: 0:05:50  tlr: 0.00014  tnm: 0.35  Lm: 6.096 (6.080)  Lt: 5.539 (5.517)  Accm: 3.46 (3.50)  Acct: 5.17 (5.10)  time: 0.4024  data: 0.0003
[11-16 11:47:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [ 834/1669]  eta: 0:05:50  tlr: 0.00014  tnm: 0.35  Lm: 6.049 (6.031)  Lt: 5.446 (5.430)  Accm: 3.82 (3.79)  Acct: 5.73 (5.72)  time: 0.4024  data: 0.0003
[11-16 11:50:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00014  tnm: 0.40  Lm: 6.062 (6.053)  Lt: 5.477 (5.455)  Accm: 3.74 (3.70)  Acct: 5.58 (5.59)  time: 0.4494  data: 0.0002
[11-16 11:50:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00014  tnm: 0.40  Lm: 6.040 (6.056)  Lt: 5.461 (5.484)  Accm: 3.61 (3.64)  Acct: 5.20 (5.33)  time: 0.4494  data: 0.0002
[11-16 11:50:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00014  tnm: 0.40  Lm: 6.066 (6.051)  Lt: 5.511 (5.482)  Accm: 3.60 (3.64)  Acct: 5.47 (5.46)  time: 0.4494  data: 0.0002
[11-16 11:50:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00014  tnm: 0.40  Lm: 6.083 (6.087)  Lt: 5.466 (5.483)  Accm: 3.58 (3.56)  Acct: 5.61 (5.56)  time: 0.4494  data: 0.0003
[11-16 11:53:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.066 (6.058)  Lt: 5.485 (5.484)  Accm: 3.59 (3.63)  Acct: 5.23 (5.36)  time: 0.4107  data: 0.0014
[11-16 11:53:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  39/350]   Total time:      0:11:36   (0.418 s / it)
[11-16 11:53:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.069 (6.057)  Lt: 5.475 (5.459)  Accm: 3.65 (3.66)  Acct: 5.49 (5.57)  time: 0.4107  data: 0.0019
[11-16 11:53:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  39/350]   Total time:      0:11:36   (0.418 s / it)
[11-16 11:53:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.092 (6.102)  Lt: 5.491 (5.508)  Accm: 3.48 (3.48)  Acct: 5.34 (5.41)  time: 0.4107  data: 0.0015
[11-16 11:53:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  39/350]   Total time:      0:11:36   (0.418 s / it)
[11-16 11:53:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  39/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.074 (6.064)  Lt: 5.525 (5.495)  Accm: 3.60 (3.55)  Acct: 5.32 (5.35)  time: 0.4107  data: 0.0019
[11-16 11:53:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  39/350]   Total time:      0:11:36   (0.418 s / it)
[11-16 11:55:30] (home/user/VAR/trainer.py, line 113)=> FID: 14.064084886847297
[11-16 11:55:30] (/home/user/VAR/train.py , line 259)=>  [*] [ep39]  (val 50000)  Lm: 6.0732, Lt: 5.4906, Acc m&t: 3.63 5.49,  Val cost: 121.46s
[11-16 11:55:30] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-16 11:55:56] (/home/user/VAR/train.py , line 276)=>      [ep39]  (training )  Lm: 6.073 (6.073), Lt: 5.491 (5.491),  Acc m&t: 3.63 5.49,  Remain: 2 days, 11:33:48,  Finish: 2024-11-18 07:27
[11-16 11:55:56] (/home/user/VAR/train.py , line 276)=>      [ep39]  (training )  Lm: 6.073 (6.073), Lt: 5.491 (5.491),  Acc m&t: 3.63 5.49,  Remain: 2 days, 11:35:20,  Finish: 2024-11-18 07:28
[11-16 11:55:56] (/home/user/VAR/train.py , line 276)=>      [ep39]  (training )  Lm: 6.073 (6.073), Lt: 5.491 (5.491),  Acc m&t: 3.63 5.49,  Remain: 2 days, 11:35:14,  Finish: 2024-11-18 07:28
[11-16 11:55:56] (/home/user/VAR/train.py , line 276)=>      [ep39]  (training )  Lm: 6.073 (6.073), Lt: 5.491 (5.491),  Acc m&t: 3.63 5.49,  Remain: 2 days, 11:35:12,  Finish: 2024-11-18 07:28
[11-16 11:55:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [   0/1669]  eta: 0:10:31  tlr: 0.00014  tnm: 0.36  Lm: 6.071 (6.071)  Lt: 5.482 (5.482)  Accm: 3.72 (3.72)  Acct: 5.72 (5.72)  time: 0.3782  data: 0.0004
[11-16 11:55:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [   0/1669]  eta: 0:11:00  tlr: 0.00014  tnm: 0.36  Lm: 6.096 (6.096)  Lt: 5.531 (5.531)  Accm: 3.50 (3.50)  Acct: 5.63 (5.63)  time: 0.3959  data: 0.0003
[11-16 11:55:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [   0/1669]  eta: 0:10:34  tlr: 0.00014  tnm: 0.36  Lm: 6.147 (6.147)  Lt: 5.614 (5.614)  Accm: 3.15 (3.15)  Acct: 4.79 (4.79)  time: 0.3804  data: 0.0004
[11-16 11:55:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [   0/1669]  eta: 0:10:35  tlr: 0.00014  tnm: 0.36  Lm: 6.145 (6.145)  Lt: 5.626 (5.626)  Accm: 3.21 (3.21)  Acct: 4.73 (4.73)  time: 0.3808  data: 0.0003
[11-16 11:58:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [ 417/1669]  eta: 0:08:54  tlr: 0.00014  tnm: 0.36  Lm: 6.047 (6.047)  Lt: 5.471 (5.471)  Accm: 3.58 (3.58)  Acct: 5.39 (5.39)  time: 0.4866  data: 0.0002
[11-16 11:58:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [ 417/1669]  eta: 0:08:54  tlr: 0.00014  tnm: 0.36  Lm: 6.054 (6.054)  Lt: 5.492 (5.492)  Accm: 3.59 (3.59)  Acct: 5.48 (5.48)  time: 0.4866  data: 0.0002
[11-16 11:58:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [ 417/1669]  eta: 0:08:54  tlr: 0.00014  tnm: 0.36  Lm: 6.029 (6.029)  Lt: 5.450 (5.450)  Accm: 3.81 (3.81)  Acct: 5.83 (5.83)  time: 0.4866  data: 0.0002
[11-16 11:58:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [ 417/1669]  eta: 0:08:54  tlr: 0.00014  tnm: 0.36  Lm: 6.080 (6.080)  Lt: 5.528 (5.528)  Accm: 3.41 (3.41)  Acct: 5.31 (5.31)  time: 0.4866  data: 0.0002
[11-16 12:01:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [ 834/1669]  eta: 0:06:00  tlr: 0.00014  tnm: 0.38  Lm: 6.104 (6.088)  Lt: 5.507 (5.521)  Accm: 3.67 (3.50)  Acct: 5.54 (5.39)  time: 0.4525  data: 0.0002
[11-16 12:01:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [ 834/1669]  eta: 0:06:00  tlr: 0.00014  tnm: 0.38  Lm: 6.011 (6.036)  Lt: 5.453 (5.455)  Accm: 3.68 (3.70)  Acct: 5.63 (5.64)  time: 0.4525  data: 0.0002
[11-16 12:01:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [ 834/1669]  eta: 0:06:00  tlr: 0.00014  tnm: 0.38  Lm: 6.130 (6.075)  Lt: 5.549 (5.497)  Accm: 3.29 (3.48)  Acct: 5.22 (5.33)  time: 0.4525  data: 0.0002
[11-16 12:01:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [ 834/1669]  eta: 0:06:00  tlr: 0.00014  tnm: 0.38  Lm: 6.018 (6.025)  Lt: 5.428 (5.443)  Accm: 3.72 (3.71)  Acct: 5.77 (5.81)  time: 0.4525  data: 0.0002
[11-16 12:04:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.38  Lm: 6.054 (6.089)  Lt: 5.492 (5.525)  Accm: 3.59 (3.53)  Acct: 5.48 (5.41)  time: 0.3994  data: 0.0002
[11-16 12:04:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.38  Lm: 6.087 (6.083)  Lt: 5.479 (5.504)  Accm: 3.67 (3.55)  Acct: 5.54 (5.42)  time: 0.3994  data: 0.0002
[11-16 12:04:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.38  Lm: 6.107 (6.077)  Lt: 5.518 (5.494)  Accm: 3.50 (3.54)  Acct: 5.31 (5.35)  time: 0.3994  data: 0.0002
[11-16 12:04:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.38  Lm: 6.045 (6.050)  Lt: 5.455 (5.454)  Accm: 3.62 (3.66)  Acct: 5.74 (5.70)  time: 0.3995  data: 0.0002
[11-16 12:07:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.35  Lm: 6.071 (6.057)  Lt: 5.482 (5.476)  Accm: 3.65 (3.66)  Acct: 5.72 (5.60)  time: 0.4045  data: 0.0015
[11-16 12:07:38] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  40/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 12:07:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.35  Lm: 6.104 (6.087)  Lt: 5.507 (5.517)  Accm: 3.67 (3.57)  Acct: 5.54 (5.46)  time: 0.4045  data: 0.0017
[11-16 12:07:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.35  Lm: 6.096 (6.096)  Lt: 5.531 (5.531)  Accm: 3.50 (3.50)  Acct: 5.34 (5.36)  time: 0.4045  data: 0.0023
[11-16 12:07:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  40/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.35  Lm: 6.100 (6.082)  Lt: 5.518 (5.499)  Accm: 3.39 (3.51)  Acct: 5.30 (5.34)  time: 0.4045  data: 0.0016
[11-16 12:07:38] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  40/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 12:07:38] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  40/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 12:07:38] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  40/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 12:07:38] (/home/user/VAR/train.py , line 276)=>      [ep40]  (training )  Lm: 6.073 (6.084), Lt: 5.491 (5.503),  Acc m&t: 3.63 5.49,  Remain: 2 days, 11:27:29,  Finish: 2024-11-18 07:35
[11-16 12:07:38] (/home/user/VAR/train.py , line 276)=>      [ep40]  (training )  Lm: 6.073 (6.084), Lt: 5.491 (5.503),  Acc m&t: 3.63 5.49,  Remain: 2 days, 11:18:32,  Finish: 2024-11-18 07:26
[11-16 12:07:38] (/home/user/VAR/train.py , line 276)=>      [ep40]  (training )  Lm: 6.073 (6.084), Lt: 5.491 (5.503),  Acc m&t: 3.63 5.49,  Remain: 2 days, 11:18:45,  Finish: 2024-11-18 07:26
[11-16 12:07:38] (/home/user/VAR/train.py , line 276)=>      [ep40]  (training )  Lm: 6.073 (6.084), Lt: 5.491 (5.503),  Acc m&t: 3.63 5.49,  Remain: 2 days, 11:20:05,  Finish: 2024-11-18 07:27
[11-16 12:07:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [   0/1669]  eta: 0:11:12  tlr: 0.00014  tnm: 0.39  Lm: 6.128 (6.128)  Lt: 5.530 (5.530)  Accm: 3.58 (3.58)  Acct: 5.53 (5.53)  time: 0.4027  data: 0.0005
[11-16 12:07:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [   0/1669]  eta: 0:11:59  tlr: 0.00014  tnm: 0.39  Lm: 6.129 (6.129)  Lt: 5.566 (5.566)  Accm: 3.31 (3.31)  Acct: 4.84 (4.84)  time: 0.4312  data: 0.0003
[11-16 12:07:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [   0/1669]  eta: 0:12:00  tlr: 0.00014  tnm: 0.39  Lm: 6.073 (6.073)  Lt: 5.530 (5.530)  Accm: 3.78 (3.78)  Acct: 5.65 (5.65)  time: 0.4317  data: 0.0004
[11-16 12:07:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [   0/1669]  eta: 0:12:00  tlr: 0.00014  tnm: 0.39  Lm: 6.102 (6.102)  Lt: 5.502 (5.502)  Accm: 3.23 (3.23)  Acct: 4.87 (4.87)  time: 0.4315  data: 0.0004
[11-16 12:10:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00014  tnm: 0.42  Lm: 6.126 (6.126)  Lt: 5.552 (5.552)  Accm: 3.20 (3.20)  Acct: 4.76 (4.76)  time: 0.4045  data: 0.0002
[11-16 12:10:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00014  tnm: 0.42  Lm: 6.112 (6.112)  Lt: 5.517 (5.517)  Accm: 3.56 (3.56)  Acct: 5.47 (5.47)  time: 0.4045  data: 0.0002
[11-16 12:10:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00014  tnm: 0.42  Lm: 6.137 (6.137)  Lt: 5.578 (5.578)  Accm: 3.59 (3.59)  Acct: 5.46 (5.46)  time: 0.4045  data: 0.0002
[11-16 12:10:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00014  tnm: 0.42  Lm: 6.136 (6.136)  Lt: 5.571 (5.571)  Accm: 3.16 (3.16)  Acct: 4.76 (4.76)  time: 0.4045  data: 0.0002
[11-16 12:13:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00014  tnm: 0.38  Lm: 6.129 (6.099)  Lt: 5.566 (5.524)  Accm: 3.31 (3.45)  Acct: 4.84 (5.25)  time: 0.4479  data: 0.0002
[11-16 12:13:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00014  tnm: 0.38  Lm: 6.165 (6.147)  Lt: 5.593 (5.583)  Accm: 3.48 (3.55)  Acct: 5.46 (5.46)  time: 0.4479  data: 0.0002
[11-16 12:13:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00014  tnm: 0.38  Lm: 6.102 (6.051)  Lt: 5.502 (5.481)  Accm: 3.23 (3.51)  Acct: 4.87 (5.20)  time: 0.4479  data: 0.0002
[11-16 12:13:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00014  tnm: 0.38  Lm: 6.096 (6.074)  Lt: 5.505 (5.476)  Accm: 3.58 (3.77)  Acct: 5.53 (5.74)  time: 0.4479  data: 0.0002
[11-16 12:16:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00014  tnm: 0.41  Lm: 6.098 (6.080)  Lt: 5.512 (5.487)  Accm: 3.56 (3.61)  Acct: 5.47 (5.52)  time: 0.4450  data: 0.0002
[11-16 12:16:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00014  tnm: 0.41  Lm: 6.126 (6.088)  Lt: 5.552 (5.522)  Accm: 3.20 (3.41)  Acct: 4.76 (5.05)  time: 0.4450  data: 0.0002
[11-16 12:16:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00014  tnm: 0.41  Lm: 6.136 (6.118)  Lt: 5.571 (5.551)  Accm: 3.26 (3.39)  Acct: 4.91 (5.18)  time: 0.4450  data: 0.0002
[11-16 12:16:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00014  tnm: 0.41  Lm: 6.119 (6.119)  Lt: 5.562 (5.547)  Accm: 3.58 (3.58)  Acct: 5.55 (5.54)  time: 0.4450  data: 0.0002
[11-16 12:19:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.093 (6.114)  Lt: 5.567 (5.551)  Accm: 3.48 (3.50)  Acct: 5.46 (5.45)  time: 0.4013  data: 0.0019
[11-16 12:19:23] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  41/350]   Total time:      0:11:45   (0.423 s / it)
[11-16 12:19:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.096 (6.021)  Lt: 5.505 (5.423)  Accm: 3.58 (3.84)  Acct: 5.53 (5.84)  time: 0.4013  data: 0.0017
[11-16 12:19:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.142 (6.126)  Lt: 5.566 (5.549)  Accm: 3.29 (3.37)  Acct: 4.98 (5.17)  time: 0.4013  data: 0.0017
[11-16 12:19:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  41/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.102 (6.077)  Lt: 5.502 (5.514)  Accm: 3.23 (3.43)  Acct: 4.87 (5.06)  time: 0.4013  data: 0.0018
[11-16 12:19:23] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  41/350]   Total time:      0:11:45   (0.423 s / it)
[11-16 12:19:23] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  41/350]   Total time:      0:11:45   (0.423 s / it)
[11-16 12:19:23] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  41/350]   Total time:      0:11:45   (0.423 s / it)
[11-16 12:19:23] (/home/user/VAR/train.py , line 276)=>      [ep41]  (training )  Lm: 6.073 (6.083), Lt: 5.491 (5.500),  Acc m&t: 3.63 5.49,  Remain: 2 days, 10:22:02,  Finish: 2024-11-18 06:41
[11-16 12:19:23] (/home/user/VAR/train.py , line 276)=>      [ep41]  (training )  Lm: 6.073 (6.083), Lt: 5.491 (5.500),  Acc m&t: 3.63 5.49,  Remain: 2 days, 10:23:33,  Finish: 2024-11-18 06:42
[11-16 12:19:23] (/home/user/VAR/train.py , line 276)=>      [ep41]  (training )  Lm: 6.073 (6.083), Lt: 5.491 (5.500),  Acc m&t: 3.63 5.49,  Remain: 2 days, 10:22:59,  Finish: 2024-11-18 06:42
[11-16 12:19:23] (/home/user/VAR/train.py , line 276)=>      [ep41]  (training )  Lm: 6.073 (6.083), Lt: 5.491 (5.500),  Acc m&t: 3.63 5.49,  Remain: 2 days, 10:22:21,  Finish: 2024-11-18 06:41
[11-16 12:19:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [   0/1669]  eta: 0:09:19  tlr: 0.00014  tnm: 0.35  Lm: 6.170 (6.170)  Lt: 5.616 (5.616)  Accm: 3.34 (3.34)  Acct: 4.96 (4.96)  time: 0.3354  data: 0.0004
[11-16 12:19:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [   0/1669]  eta: 0:09:21  tlr: 0.00014  tnm: 0.35  Lm: 6.164 (6.164)  Lt: 5.611 (5.611)  Accm: 3.11 (3.11)  Acct: 4.70 (4.70)  time: 0.3362  data: 0.0004
[11-16 12:19:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [   0/1669]  eta: 0:09:22  tlr: 0.00014  tnm: 0.35  Lm: 5.939 (5.939)  Lt: 5.381 (5.381)  Accm: 4.27 (4.27)  Acct: 6.04 (6.04)  time: 0.3372  data: 0.0003
[11-16 12:19:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [   0/1669]  eta: 0:09:21  tlr: 0.00014  tnm: 0.35  Lm: 6.000 (6.000)  Lt: 5.431 (5.431)  Accm: 3.66 (3.66)  Acct: 5.61 (5.61)  time: 0.3364  data: 0.0003
[11-16 12:22:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [ 417/1669]  eta: 0:08:29  tlr: 0.00014  tnm: 0.39  Lm: 5.992 (5.992)  Lt: 5.397 (5.397)  Accm: 3.73 (3.73)  Acct: 5.79 (5.79)  time: 0.4012  data: 0.0002
[11-16 12:22:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [ 417/1669]  eta: 0:08:29  tlr: 0.00014  tnm: 0.39  Lm: 6.151 (6.151)  Lt: 5.588 (5.588)  Accm: 3.25 (3.25)  Acct: 4.95 (4.95)  time: 0.4012  data: 0.0002
[11-16 12:22:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [ 417/1669]  eta: 0:08:29  tlr: 0.00014  tnm: 0.39  Lm: 6.007 (6.007)  Lt: 5.443 (5.443)  Accm: 4.03 (4.03)  Acct: 5.94 (5.94)  time: 0.4013  data: 0.0002
[11-16 12:22:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [ 417/1669]  eta: 0:08:29  tlr: 0.00014  tnm: 0.39  Lm: 6.101 (6.101)  Lt: 5.517 (5.517)  Accm: 3.51 (3.51)  Acct: 5.34 (5.34)  time: 0.4012  data: 0.0002
[11-16 12:25:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [ 834/1669]  eta: 0:05:44  tlr: 0.00014  tnm: 0.39  Lm: 6.085 (6.096)  Lt: 5.506 (5.513)  Accm: 3.48 (3.50)  Acct: 5.27 (5.31)  time: 0.4951  data: 0.0002
[11-16 12:25:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [ 834/1669]  eta: 0:05:44  tlr: 0.00014  tnm: 0.39  Lm: 6.000 (5.995)  Lt: 5.431 (5.427)  Accm: 3.66 (3.68)  Acct: 5.61 (5.62)  time: 0.4951  data: 0.0002
[11-16 12:25:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [ 834/1669]  eta: 0:05:44  tlr: 0.00014  tnm: 0.39  Lm: 6.138 (6.101)  Lt: 5.565 (5.539)  Accm: 3.39 (3.37)  Acct: 5.20 (5.04)  time: 0.4951  data: 0.0002
[11-16 12:25:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [ 834/1669]  eta: 0:05:44  tlr: 0.00014  tnm: 0.39  Lm: 6.059 (6.024)  Lt: 5.473 (5.453)  Accm: 3.80 (3.84)  Acct: 5.84 (5.69)  time: 0.4951  data: 0.0002
[11-16 12:28:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00014  tnm: 0.36  Lm: 6.055 (6.031)  Lt: 5.466 (5.455)  Accm: 3.75 (3.80)  Acct: 5.74 (5.68)  time: 0.4001  data: 0.0002
[11-16 12:28:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00014  tnm: 0.36  Lm: 6.069 (6.066)  Lt: 5.503 (5.487)  Accm: 3.49 (3.42)  Acct: 5.21 (5.26)  time: 0.4000  data: 0.0002
[11-16 12:28:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00014  tnm: 0.36  Lm: 5.992 (5.991)  Lt: 5.414 (5.419)  Accm: 3.73 (3.71)  Acct: 5.65 (5.63)  time: 0.4001  data: 0.0002
[11-16 12:28:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00014  tnm: 0.36  Lm: 6.080 (6.091)  Lt: 5.507 (5.512)  Accm: 3.43 (3.47)  Acct: 5.19 (5.26)  time: 0.4001  data: 0.0002
[11-16 12:31:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.35  Lm: 6.085 (6.090)  Lt: 5.506 (5.506)  Accm: 3.48 (3.54)  Acct: 5.27 (5.36)  time: 0.4545  data: 0.0017
[11-16 12:31:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  42/350]   Total time:      0:11:46   (0.423 s / it)
[11-16 12:31:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.35  Lm: 6.059 (6.039)  Lt: 5.459 (5.452)  Accm: 3.71 (3.77)  Acct: 5.65 (5.67)  time: 0.4545  data: 0.0019
[11-16 12:31:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.35  Lm: 6.001 (6.050)  Lt: 5.440 (5.469)  Accm: 3.59 (3.49)  Acct: 5.22 (5.33)  time: 0.4545  data: 0.0016
[11-16 12:31:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  42/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.35  Lm: 6.000 (6.027)  Lt: 5.431 (5.456)  Accm: 3.66 (3.62)  Acct: 5.61 (5.43)  time: 0.4545  data: 0.0020
[11-16 12:31:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  42/350]   Total time:      0:11:46   (0.423 s / it)
[11-16 12:31:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  42/350]   Total time:      0:11:46   (0.423 s / it)
[11-16 12:31:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  42/350]   Total time:      0:11:46   (0.423 s / it)
[11-16 12:31:10] (/home/user/VAR/train.py , line 276)=>      [ep42]  (training )  Lm: 6.072 (6.072), Lt: 5.488 (5.488),  Acc m&t: 3.63 5.49,  Remain: 2 days, 11:00:26,  Finish: 2024-11-18 07:31
[11-16 12:31:10] (/home/user/VAR/train.py , line 276)=>      [ep42]  (training )  Lm: 6.072 (6.072), Lt: 5.488 (5.488),  Acc m&t: 3.63 5.49,  Remain: 2 days, 10:59:33,  Finish: 2024-11-18 07:30
[11-16 12:31:10] (/home/user/VAR/train.py , line 276)=>      [ep42]  (training )  Lm: 6.072 (6.072), Lt: 5.488 (5.488),  Acc m&t: 3.63 5.49,  Remain: 2 days, 10:58:40,  Finish: 2024-11-18 07:29
[11-16 12:31:10] (/home/user/VAR/train.py , line 276)=>      [ep42]  (training )  Lm: 6.072 (6.072), Lt: 5.488 (5.488),  Acc m&t: 3.63 5.49,  Remain: 2 days, 11:00:16,  Finish: 2024-11-18 07:31
[11-16 12:31:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [   0/1669]  eta: 0:09:13  tlr: 0.00014  tnm: 0.36  Lm: 6.139 (6.139)  Lt: 5.595 (5.595)  Accm: 3.33 (3.33)  Acct: 4.86 (4.86)  time: 0.3314  data: 0.0003
[11-16 12:31:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [   0/1669]  eta: 0:09:17  tlr: 0.00014  tnm: 0.36  Lm: 6.012 (6.012)  Lt: 5.398 (5.398)  Accm: 3.83 (3.83)  Acct: 6.08 (6.08)  time: 0.3338  data: 0.0004
[11-16 12:31:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [   0/1669]  eta: 0:09:17  tlr: 0.00014  tnm: 0.36  Lm: 6.096 (6.096)  Lt: 5.483 (5.483)  Accm: 3.81 (3.81)  Acct: 5.91 (5.91)  time: 0.3342  data: 0.0003
[11-16 12:31:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [   0/1669]  eta: 0:09:16  tlr: 0.00014  tnm: 0.36  Lm: 6.183 (6.183)  Lt: 5.609 (5.609)  Accm: 3.19 (3.19)  Acct: 5.06 (5.06)  time: 0.3335  data: 0.0003
[11-16 12:34:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [ 417/1669]  eta: 0:08:40  tlr: 0.00014  tnm: 0.37  Lm: 6.118 (6.118)  Lt: 5.531 (5.531)  Accm: 3.42 (3.42)  Acct: 5.40 (5.40)  time: 0.4070  data: 0.0002
[11-16 12:34:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [ 417/1669]  eta: 0:08:40  tlr: 0.00014  tnm: 0.37  Lm: 6.081 (6.081)  Lt: 5.513 (5.513)  Accm: 3.52 (3.52)  Acct: 5.16 (5.16)  time: 0.4070  data: 0.0002
[11-16 12:34:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [ 417/1669]  eta: 0:08:40  tlr: 0.00014  tnm: 0.37  Lm: 6.082 (6.082)  Lt: 5.494 (5.494)  Accm: 3.74 (3.74)  Acct: 5.66 (5.66)  time: 0.4070  data: 0.0002
[11-16 12:34:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [ 417/1669]  eta: 0:08:40  tlr: 0.00014  tnm: 0.37  Lm: 5.999 (5.999)  Lt: 5.386 (5.386)  Accm: 3.95 (3.95)  Acct: 6.18 (6.18)  time: 0.4070  data: 0.0002
[11-16 12:36:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [ 834/1669]  eta: 0:05:43  tlr: 0.00014  tnm: 0.38  Lm: 6.012 (6.068)  Lt: 5.398 (5.469)  Accm: 3.83 (3.79)  Acct: 6.08 (5.83)  time: 0.4431  data: 0.0002
[11-16 12:36:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [ 834/1669]  eta: 0:05:43  tlr: 0.00014  tnm: 0.38  Lm: 6.106 (6.090)  Lt: 5.544 (5.523)  Accm: 3.62 (3.55)  Acct: 5.39 (5.23)  time: 0.4431  data: 0.0002
[11-16 12:36:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [ 834/1669]  eta: 0:05:43  tlr: 0.00014  tnm: 0.38  Lm: 6.052 (6.065)  Lt: 5.453 (5.465)  Accm: 3.65 (3.50)  Acct: 5.73 (5.56)  time: 0.4431  data: 0.0002
[11-16 12:36:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [ 834/1669]  eta: 0:05:43  tlr: 0.00014  tnm: 0.38  Lm: 6.068 (6.064)  Lt: 5.483 (5.486)  Accm: 3.68 (3.72)  Acct: 5.72 (5.68)  time: 0.4431  data: 0.0002
[11-16 12:39:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00014  tnm: 0.43  Lm: 6.071 (6.066)  Lt: 5.494 (5.493)  Accm: 3.70 (3.72)  Acct: 5.63 (5.64)  time: 0.4440  data: 0.0002
[11-16 12:39:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00014  tnm: 0.43  Lm: 6.057 (6.077)  Lt: 5.448 (5.476)  Accm: 3.72 (3.74)  Acct: 5.94 (5.82)  time: 0.4440  data: 0.0002
[11-16 12:39:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00014  tnm: 0.43  Lm: 6.123 (6.110)  Lt: 5.569 (5.545)  Accm: 3.47 (3.45)  Acct: 5.12 (5.10)  time: 0.4440  data: 0.0002
[11-16 12:39:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00014  tnm: 0.43  Lm: 6.007 (6.040)  Lt: 5.393 (5.432)  Accm: 3.65 (3.63)  Acct: 5.80 (5.69)  time: 0.4440  data: 0.0002
[11-16 12:42:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.38  Lm: 6.026 (6.037)  Lt: 5.427 (5.431)  Accm: 3.66 (3.65)  Acct: 5.87 (5.76)  time: 0.4079  data: 0.0016
[11-16 12:42:51] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  43/350]   Total time:      0:11:39   (0.419 s / it)
[11-16 12:42:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.38  Lm: 6.074 (6.072)  Lt: 5.506 (5.501)  Accm: 3.68 (3.65)  Acct: 5.54 (5.46)  time: 0.4079  data: 0.0019
[11-16 12:42:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.38  Lm: 6.106 (6.084)  Lt: 5.544 (5.512)  Accm: 3.62 (3.50)  Acct: 5.39 (5.25)  time: 0.4079  data: 0.0015
[11-16 12:42:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  43/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.38  Lm: 6.012 (6.035)  Lt: 5.398 (5.426)  Accm: 3.83 (3.83)  Acct: 6.08 (5.90)  time: 0.4079  data: 0.0020
[11-16 12:42:51] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  43/350]   Total time:      0:11:39   (0.419 s / it)
[11-16 12:42:51] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  43/350]   Total time:      0:11:39   (0.419 s / it)
[11-16 12:42:51] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  43/350]   Total time:      0:11:39   (0.419 s / it)
[11-16 12:42:51] (/home/user/VAR/train.py , line 276)=>      [ep43]  (training )  Lm: 6.065 (6.065), Lt: 5.482 (5.482),  Acc m&t: 3.66 5.52,  Remain: 2 days, 11:01:25,  Finish: 2024-11-18 07:44
[11-16 12:42:51] (/home/user/VAR/train.py , line 276)=>      [ep43]  (training )  Lm: 6.065 (6.065), Lt: 5.482 (5.482),  Acc m&t: 3.66 5.52,  Remain: 2 days, 11:01:09,  Finish: 2024-11-18 07:43
[11-16 12:42:51] (/home/user/VAR/train.py , line 276)=>      [ep43]  (training )  Lm: 6.065 (6.065), Lt: 5.482 (5.482),  Acc m&t: 3.66 5.52,  Remain: 2 days, 11:02:20,  Finish: 2024-11-18 07:45
[11-16 12:42:51] (/home/user/VAR/train.py , line 276)=>      [ep43]  (training )  Lm: 6.065 (6.065), Lt: 5.482 (5.482),  Acc m&t: 3.66 5.52,  Remain: 2 days, 11:01:51,  Finish: 2024-11-18 07:44
[11-16 12:42:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [   0/1669]  eta: 0:10:30  tlr: 0.00014  tnm: 0.36  Lm: 6.121 (6.121)  Lt: 5.547 (5.547)  Accm: 3.34 (3.34)  Acct: 5.22 (5.22)  time: 0.3776  data: 0.0004
[11-16 12:42:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [   0/1669]  eta: 0:10:30  tlr: 0.00014  tnm: 0.36  Lm: 6.036 (6.036)  Lt: 5.499 (5.499)  Accm: 3.79 (3.79)  Acct: 5.54 (5.54)  time: 0.3777  data: 0.0004
[11-16 12:42:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [   0/1669]  eta: 0:10:31  tlr: 0.00014  tnm: 0.36  Lm: 5.845 (5.845)  Lt: 5.214 (5.214)  Accm: 4.55 (4.55)  Acct: 6.89 (6.89)  time: 0.3784  data: 0.0004
[11-16 12:42:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [   0/1669]  eta: 0:10:30  tlr: 0.00014  tnm: 0.36  Lm: 6.052 (6.052)  Lt: 5.488 (5.488)  Accm: 3.87 (3.87)  Acct: 5.65 (5.65)  time: 0.3776  data: 0.0003
[11-16 12:45:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00014  tnm: 0.36  Lm: 6.014 (6.014)  Lt: 5.392 (5.392)  Accm: 3.98 (3.98)  Acct: 6.10 (6.10)  time: 0.4051  data: 0.0002
[11-16 12:45:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00014  tnm: 0.36  Lm: 6.153 (6.153)  Lt: 5.572 (5.572)  Accm: 3.34 (3.34)  Acct: 5.23 (5.23)  time: 0.4051  data: 0.0002
[11-16 12:45:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00014  tnm: 0.36  Lm: 5.936 (5.936)  Lt: 5.320 (5.320)  Accm: 4.26 (4.26)  Acct: 6.53 (6.53)  time: 0.4051  data: 0.0002
[11-16 12:45:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00014  tnm: 0.36  Lm: 6.074 (6.074)  Lt: 5.524 (5.524)  Accm: 3.69 (3.69)  Acct: 5.45 (5.45)  time: 0.4051  data: 0.0002
[11-16 12:48:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00014  tnm: 0.37  Lm: 6.036 (6.060)  Lt: 5.499 (5.500)  Accm: 3.79 (3.75)  Acct: 5.54 (5.57)  time: 0.4378  data: 0.0002
[11-16 12:48:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00014  tnm: 0.37  Lm: 6.143 (6.149)  Lt: 5.547 (5.562)  Accm: 3.34 (3.29)  Acct: 5.22 (4.99)  time: 0.4378  data: 0.0002
[11-16 12:48:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00014  tnm: 0.37  Lm: 6.026 (5.970)  Lt: 5.425 (5.377)  Accm: 3.96 (4.02)  Acct: 6.16 (6.13)  time: 0.4378  data: 0.0002
[11-16 12:48:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00014  tnm: 0.37  Lm: 6.043 (6.024)  Lt: 5.466 (5.417)  Accm: 3.87 (3.86)  Acct: 5.65 (5.81)  time: 0.4378  data: 0.0002
[11-16 12:51:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.39  Lm: 6.042 (6.028)  Lt: 5.459 (5.425)  Accm: 3.84 (3.85)  Acct: 5.57 (5.73)  time: 0.4488  data: 0.0002
[11-16 12:51:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.39  Lm: 6.051 (6.061)  Lt: 5.481 (5.491)  Accm: 3.69 (3.69)  Acct: 5.48 (5.53)  time: 0.4488  data: 0.0002
[11-16 12:51:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.39  Lm: 6.033 (6.019)  Lt: 5.459 (5.436)  Accm: 3.76 (3.77)  Acct: 5.75 (5.74)  time: 0.4488  data: 0.0002
[11-16 12:51:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.39  Lm: 6.132 (6.107)  Lt: 5.544 (5.515)  Accm: 3.34 (3.48)  Acct: 5.23 (5.31)  time: 0.4488  data: 0.0002
[11-16 12:54:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.39  Lm: 6.121 (6.081)  Lt: 5.542 (5.492)  Accm: 3.34 (3.52)  Acct: 5.23 (5.35)  time: 0.4035  data: 0.0022
[11-16 12:54:26] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  44/350]   Total time:      0:11:34   (0.416 s / it)
[11-16 12:54:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.39  Lm: 6.040 (6.029)  Lt: 5.471 (5.443)  Accm: 3.73 (3.76)  Acct: 5.68 (5.73)  time: 0.4035  data: 0.0019
[11-16 12:54:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.39  Lm: 6.049 (6.059)  Lt: 5.463 (5.480)  Accm: 3.75 (3.70)  Acct: 5.54 (5.62)  time: 0.4035  data: 0.0021
[11-16 12:54:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  44/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.39  Lm: 6.043 (6.034)  Lt: 5.452 (5.419)  Accm: 3.82 (3.82)  Acct: 5.65 (5.75)  time: 0.4035  data: 0.0018
[11-16 12:54:26] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  44/350]   Total time:      0:11:34   (0.416 s / it)
[11-16 12:54:26] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  44/350]   Total time:      0:11:34   (0.416 s / it)
[11-16 12:54:26] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  44/350]   Total time:      0:11:34   (0.416 s / it)
[11-16 12:54:26] (/home/user/VAR/train.py , line 276)=>      [ep44]  (training )  Lm: 6.065 (6.069), Lt: 5.482 (5.485),  Acc m&t: 3.66 5.52,  Remain: 2 days, 9:59:46,  Finish: 2024-11-18 06:54
[11-16 12:54:26] (/home/user/VAR/train.py , line 276)=>      [ep44]  (training )  Lm: 6.065 (6.069), Lt: 5.482 (5.485),  Acc m&t: 3.66 5.52,  Remain: 2 days, 10:00:26,  Finish: 2024-11-18 06:54
[11-16 12:54:26] (/home/user/VAR/train.py , line 276)=>      [ep44]  (training )  Lm: 6.065 (6.069), Lt: 5.482 (5.485),  Acc m&t: 3.66 5.52,  Remain: 2 days, 10:01:56,  Finish: 2024-11-18 06:56
[11-16 12:54:26] (/home/user/VAR/train.py , line 276)=>      [ep44]  (training )  Lm: 6.065 (6.069), Lt: 5.482 (5.485),  Acc m&t: 3.66 5.52,  Remain: 2 days, 9:59:29,  Finish: 2024-11-18 06:53
[11-16 12:54:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [   0/1669]  eta: 0:09:30  tlr: 0.00014  tnm: 0.39  Lm: 6.076 (6.076)  Lt: 5.502 (5.502)  Accm: 3.51 (3.51)  Acct: 5.32 (5.32)  time: 0.3418  data: 0.0004
[11-16 12:54:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [   0/1669]  eta: 0:09:29  tlr: 0.00014  tnm: 0.39  Lm: 5.977 (5.977)  Lt: 5.362 (5.362)  Accm: 4.02 (4.02)  Acct: 6.06 (6.06)  time: 0.3413  data: 0.0004
[11-16 12:54:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [   0/1669]  eta: 0:09:30  tlr: 0.00014  tnm: 0.39  Lm: 6.126 (6.126)  Lt: 5.563 (5.563)  Accm: 3.42 (3.42)  Acct: 4.94 (4.94)  time: 0.3417  data: 0.0003
[11-16 12:54:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [   0/1669]  eta: 0:09:29  tlr: 0.00014  tnm: 0.39  Lm: 6.123 (6.123)  Lt: 5.510 (5.510)  Accm: 3.61 (3.61)  Acct: 5.70 (5.70)  time: 0.3411  data: 0.0003
[11-16 12:57:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [ 417/1669]  eta: 0:08:56  tlr: 0.00014  tnm: 0.34  Lm: 6.109 (6.109)  Lt: 5.501 (5.501)  Accm: 3.58 (3.58)  Acct: 5.58 (5.58)  time: 0.4037  data: 0.0002
[11-16 12:57:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [ 417/1669]  eta: 0:08:56  tlr: 0.00014  tnm: 0.34  Lm: 5.993 (5.993)  Lt: 5.406 (5.406)  Accm: 3.86 (3.86)  Acct: 5.78 (5.78)  time: 0.4037  data: 0.0002
[11-16 12:57:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [ 417/1669]  eta: 0:08:56  tlr: 0.00014  tnm: 0.34  Lm: 6.060 (6.060)  Lt: 5.476 (5.476)  Accm: 3.57 (3.57)  Acct: 5.41 (5.41)  time: 0.4037  data: 0.0002
[11-16 12:57:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [ 417/1669]  eta: 0:08:56  tlr: 0.00014  tnm: 0.34  Lm: 6.100 (6.100)  Lt: 5.526 (5.526)  Accm: 3.56 (3.56)  Acct: 5.29 (5.29)  time: 0.4037  data: 0.0002
[11-16 13:00:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00014  tnm: 0.35  Lm: 6.073 (6.005)  Lt: 5.488 (5.407)  Accm: 3.69 (3.95)  Acct: 5.65 (5.93)  time: 0.5263  data: 0.0002
[11-16 13:00:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00014  tnm: 0.35  Lm: 5.998 (6.039)  Lt: 5.414 (5.455)  Accm: 3.98 (3.71)  Acct: 6.06 (5.64)  time: 0.5263  data: 0.0002
[11-16 13:00:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00014  tnm: 0.35  Lm: 6.009 (5.998)  Lt: 5.423 (5.412)  Accm: 3.75 (3.83)  Acct: 5.65 (5.73)  time: 0.5263  data: 0.0002
[11-16 13:00:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00014  tnm: 0.35  Lm: 6.104 (6.107)  Lt: 5.510 (5.506)  Accm: 3.55 (3.55)  Acct: 5.46 (5.52)  time: 0.5263  data: 0.0002
[11-16 13:03:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00014  tnm: 0.39  Lm: 6.099 (6.083)  Lt: 5.501 (5.501)  Accm: 3.58 (3.70)  Acct: 5.58 (5.62)  time: 0.4054  data: 0.0002
[11-16 13:03:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00014  tnm: 0.39  Lm: 6.066 (6.018)  Lt: 5.486 (5.426)  Accm: 3.65 (3.87)  Acct: 5.48 (5.78)  time: 0.4054  data: 0.0002
[11-16 13:03:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00014  tnm: 0.39  Lm: 5.988 (6.005)  Lt: 5.388 (5.402)  Accm: 4.00 (3.93)  Acct: 6.09 (6.04)  time: 0.4054  data: 0.0002
[11-16 13:03:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00014  tnm: 0.39  Lm: 6.022 (6.008)  Lt: 5.441 (5.423)  Accm: 3.80 (3.83)  Acct: 5.79 (5.78)  time: 0.4054  data: 0.0002
[11-16 13:06:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.009 (5.996)  Lt: 5.423 (5.409)  Accm: 3.85 (3.87)  Acct: 5.92 (5.85)  time: 0.4054  data: 0.0017
[11-16 13:06:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  45/350]   Total time:      0:11:46   (0.423 s / it)
[11-16 13:06:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.073 (6.037)  Lt: 5.488 (5.442)  Accm: 3.61 (3.77)  Acct: 5.42 (5.71)  time: 0.4054  data: 0.0015
[11-16 13:06:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 5.998 (6.007)  Lt: 5.409 (5.403)  Accm: 3.98 (3.92)  Acct: 6.06 (6.00)  time: 0.4054  data: 0.0022
[11-16 13:06:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  45/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.095 (6.083)  Lt: 5.506 (5.502)  Accm: 3.61 (3.69)  Acct: 5.49 (5.59)  time: 0.4054  data: 0.0017
[11-16 13:06:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  45/350]   Total time:      0:11:46   (0.423 s / it)
[11-16 13:06:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  45/350]   Total time:      0:11:46   (0.423 s / it)
[11-16 13:06:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  45/350]   Total time:      0:11:46   (0.423 s / it)
[11-16 13:06:12] (/home/user/VAR/train.py , line 276)=>      [ep45]  (training )  Lm: 6.063 (6.063), Lt: 5.474 (5.474),  Acc m&t: 3.66 5.52,  Remain: 2 days, 10:13:27,  Finish: 2024-11-18 07:19
[11-16 13:06:12] (/home/user/VAR/train.py , line 276)=>      [ep45]  (training )  Lm: 6.063 (6.063), Lt: 5.474 (5.474),  Acc m&t: 3.66 5.52,  Remain: 2 days, 10:14:34,  Finish: 2024-11-18 07:20
[11-16 13:06:12] (/home/user/VAR/train.py , line 276)=>      [ep45]  (training )  Lm: 6.063 (6.063), Lt: 5.474 (5.474),  Acc m&t: 3.66 5.52,  Remain: 2 days, 10:16:17,  Finish: 2024-11-18 07:22
[11-16 13:06:12] (/home/user/VAR/train.py , line 276)=>      [ep45]  (training )  Lm: 6.063 (6.063), Lt: 5.474 (5.474),  Acc m&t: 3.66 5.52,  Remain: 2 days, 10:13:29,  Finish: 2024-11-18 07:19
[11-16 13:06:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [   0/1669]  eta: 0:10:08  tlr: 0.00014  tnm: 0.34  Lm: 6.133 (6.133)  Lt: 5.563 (5.563)  Accm: 3.93 (3.93)  Acct: 6.01 (6.01)  time: 0.3646  data: 0.0004
[11-16 13:06:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [   0/1669]  eta: 0:10:08  tlr: 0.00014  tnm: 0.34  Lm: 6.047 (6.047)  Lt: 5.430 (5.430)  Accm: 3.80 (3.80)  Acct: 5.87 (5.87)  time: 0.3644  data: 0.0004
[11-16 13:06:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [   0/1669]  eta: 0:10:09  tlr: 0.00014  tnm: 0.34  Lm: 5.950 (5.950)  Lt: 5.329 (5.329)  Accm: 3.88 (3.88)  Acct: 5.97 (5.97)  time: 0.3649  data: 0.0003
[11-16 13:06:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [   0/1669]  eta: 0:10:08  tlr: 0.00014  tnm: 0.34  Lm: 6.105 (6.105)  Lt: 5.521 (5.521)  Accm: 3.31 (3.31)  Acct: 5.22 (5.22)  time: 0.3648  data: 0.0004
[11-16 13:09:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.00014  tnm: 0.38  Lm: 6.036 (6.036)  Lt: 5.440 (5.440)  Accm: 3.70 (3.70)  Acct: 5.78 (5.78)  time: 0.4059  data: 0.0002
[11-16 13:09:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.00014  tnm: 0.38  Lm: 6.018 (6.018)  Lt: 5.414 (5.414)  Accm: 3.73 (3.73)  Acct: 5.72 (5.72)  time: 0.4059  data: 0.0002
[11-16 13:09:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.00014  tnm: 0.38  Lm: 5.955 (5.955)  Lt: 5.335 (5.335)  Accm: 3.95 (3.95)  Acct: 6.00 (6.00)  time: 0.4059  data: 0.0002
[11-16 13:09:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.00014  tnm: 0.38  Lm: 6.119 (6.119)  Lt: 5.526 (5.526)  Accm: 3.82 (3.82)  Acct: 5.76 (5.76)  time: 0.4059  data: 0.0002
[11-16 13:12:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00014  tnm: 0.37  Lm: 6.133 (6.145)  Lt: 5.563 (5.553)  Accm: 3.70 (3.59)  Acct: 5.51 (5.51)  time: 0.4846  data: 0.0002
[11-16 13:12:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00014  tnm: 0.37  Lm: 6.044 (6.027)  Lt: 5.430 (5.440)  Accm: 3.66 (3.69)  Acct: 5.56 (5.58)  time: 0.4846  data: 0.0002
[11-16 13:12:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00014  tnm: 0.37  Lm: 5.960 (5.985)  Lt: 5.340 (5.380)  Accm: 3.88 (3.75)  Acct: 5.97 (5.61)  time: 0.4846  data: 0.0002
[11-16 13:12:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00014  tnm: 0.37  Lm: 6.060 (6.044)  Lt: 5.423 (5.434)  Accm: 3.72 (3.71)  Acct: 5.51 (5.69)  time: 0.4846  data: 0.0002
[11-16 13:15:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.41  Lm: 6.082 (6.073)  Lt: 5.472 (5.464)  Accm: 3.52 (3.61)  Acct: 5.58 (5.68)  time: 0.4088  data: 0.0002
[11-16 13:15:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.41  Lm: 6.045 (6.046)  Lt: 5.460 (5.452)  Accm: 3.64 (3.65)  Acct: 5.48 (5.54)  time: 0.4088  data: 0.0002
[11-16 13:15:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.41  Lm: 6.119 (6.102)  Lt: 5.526 (5.506)  Accm: 3.82 (3.75)  Acct: 5.76 (5.65)  time: 0.4088  data: 0.0002
[11-16 13:15:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.41  Lm: 5.963 (5.981)  Lt: 5.335 (5.364)  Accm: 3.94 (3.82)  Acct: 5.99 (5.71)  time: 0.4088  data: 0.0002
[11-16 13:17:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.39  Lm: 5.967 (5.985)  Lt: 5.340 (5.375)  Accm: 4.01 (3.88)  Acct: 6.01 (5.79)  time: 0.4069  data: 0.0017
[11-16 13:17:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  46/350]   Total time:      0:11:46   (0.424 s / it)
[11-16 13:17:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.39  Lm: 6.047 (6.056)  Lt: 5.478 (5.457)  Accm: 3.62 (3.64)  Acct: 5.41 (5.49)  time: 0.4069  data: 0.0015
[11-16 13:17:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.39  Lm: 6.105 (6.101)  Lt: 5.544 (5.514)  Accm: 3.70 (3.68)  Acct: 5.51 (5.52)  time: 0.4069  data: 0.0018
[11-16 13:17:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  46/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.39  Lm: 6.105 (6.082)  Lt: 5.521 (5.480)  Accm: 3.47 (3.58)  Acct: 5.51 (5.60)  time: 0.4069  data: 0.0020
[11-16 13:17:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  46/350]   Total time:      0:11:46   (0.424 s / it)
[11-16 13:17:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  46/350]   Total time:      0:11:46   (0.424 s / it)
[11-16 13:17:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  46/350]   Total time:      0:11:46   (0.424 s / it)
[11-16 13:17:59] (/home/user/VAR/train.py , line 276)=>      [ep46]  (training )  Lm: 6.048 (6.048), Lt: 5.458 (5.458),  Acc m&t: 3.68 5.57,  Remain: 2 days, 9:44:49,  Finish: 2024-11-18 07:02
[11-16 13:17:59] (/home/user/VAR/train.py , line 276)=>      [ep46]  (training )  Lm: 6.048 (6.048), Lt: 5.458 (5.458),  Acc m&t: 3.68 5.57,  Remain: 2 days, 9:47:00,  Finish: 2024-11-18 07:04
[11-16 13:17:59] (/home/user/VAR/train.py , line 276)=>      [ep46]  (training )  Lm: 6.048 (6.048), Lt: 5.458 (5.458),  Acc m&t: 3.68 5.57,  Remain: 2 days, 9:44:39,  Finish: 2024-11-18 07:02
[11-16 13:17:59] (/home/user/VAR/train.py , line 276)=>      [ep46]  (training )  Lm: 6.048 (6.048), Lt: 5.458 (5.458),  Acc m&t: 3.68 5.57,  Remain: 2 days, 9:46:54,  Finish: 2024-11-18 07:04
[11-16 13:17:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [   0/1669]  eta: 0:10:40  tlr: 0.00014  tnm: 0.35  Lm: 5.973 (5.973)  Lt: 5.376 (5.376)  Accm: 3.92 (3.92)  Acct: 5.92 (5.92)  time: 0.3838  data: 0.0003
[11-16 13:17:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [   0/1669]  eta: 0:10:38  tlr: 0.00014  tnm: 0.35  Lm: 6.107 (6.107)  Lt: 5.490 (5.490)  Accm: 3.62 (3.62)  Acct: 5.80 (5.80)  time: 0.3828  data: 0.0004
[11-16 13:17:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [   0/1669]  eta: 0:10:38  tlr: 0.00014  tnm: 0.35  Lm: 6.129 (6.129)  Lt: 5.471 (5.471)  Accm: 3.61 (3.61)  Acct: 5.70 (5.70)  time: 0.3828  data: 0.0004
[11-16 13:17:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [   0/1669]  eta: 0:10:40  tlr: 0.00014  tnm: 0.35  Lm: 6.047 (6.047)  Lt: 5.446 (5.446)  Accm: 3.56 (3.56)  Acct: 5.58 (5.58)  time: 0.3838  data: 0.0003
[11-16 13:20:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [ 417/1669]  eta: 0:08:36  tlr: 0.00014  tnm: 0.41  Lm: 6.020 (6.020)  Lt: 5.431 (5.431)  Accm: 3.67 (3.67)  Acct: 5.68 (5.68)  time: 0.4013  data: 0.0002
[11-16 13:20:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [ 417/1669]  eta: 0:08:36  tlr: 0.00014  tnm: 0.41  Lm: 6.106 (6.106)  Lt: 5.470 (5.470)  Accm: 3.66 (3.66)  Acct: 5.74 (5.74)  time: 0.4013  data: 0.0002
[11-16 13:20:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [ 417/1669]  eta: 0:08:36  tlr: 0.00014  tnm: 0.41  Lm: 6.072 (6.072)  Lt: 5.482 (5.482)  Accm: 3.53 (3.53)  Acct: 5.48 (5.48)  time: 0.4013  data: 0.0002
[11-16 13:20:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [ 417/1669]  eta: 0:08:36  tlr: 0.00014  tnm: 0.41  Lm: 5.970 (5.970)  Lt: 5.369 (5.369)  Accm: 4.08 (4.08)  Acct: 6.05 (6.05)  time: 0.4013  data: 0.0002
[11-16 13:23:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00014  tnm: 0.37  Lm: 5.973 (6.031)  Lt: 5.376 (5.431)  Accm: 3.92 (3.89)  Acct: 5.92 (5.89)  time: 0.4487  data: 0.0002
[11-16 13:23:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00014  tnm: 0.37  Lm: 6.084 (6.083)  Lt: 5.469 (5.454)  Accm: 3.61 (3.61)  Acct: 5.70 (5.62)  time: 0.4487  data: 0.0003
[11-16 13:23:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00014  tnm: 0.37  Lm: 6.036 (6.059)  Lt: 5.474 (5.471)  Accm: 3.62 (3.61)  Acct: 5.61 (5.53)  time: 0.4487  data: 0.0002
[11-16 13:23:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00014  tnm: 0.37  Lm: 6.047 (6.032)  Lt: 5.446 (5.455)  Accm: 3.61 (3.65)  Acct: 5.58 (5.53)  time: 0.4487  data: 0.0002
[11-16 13:26:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00014  tnm: 0.37  Lm: 6.051 (6.059)  Lt: 5.475 (5.475)  Accm: 3.58 (3.54)  Acct: 5.40 (5.38)  time: 0.4383  data: 0.0002
[11-16 13:26:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00014  tnm: 0.37  Lm: 5.972 (6.016)  Lt: 5.369 (5.405)  Accm: 3.99 (3.94)  Acct: 5.98 (5.93)  time: 0.4383  data: 0.0002
[11-16 13:26:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00014  tnm: 0.37  Lm: 6.072 (6.084)  Lt: 5.482 (5.503)  Accm: 3.63 (3.62)  Acct: 5.59 (5.54)  time: 0.4383  data: 0.0002
[11-16 13:26:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00014  tnm: 0.37  Lm: 6.106 (6.110)  Lt: 5.470 (5.491)  Accm: 3.55 (3.53)  Acct: 5.54 (5.43)  time: 0.4383  data: 0.0002
[11-16 13:29:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.40  Lm: 6.084 (6.090)  Lt: 5.469 (5.468)  Accm: 3.61 (3.60)  Acct: 5.70 (5.55)  time: 0.4070  data: 0.0019
[11-16 13:29:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  47/350]   Total time:      0:11:41   (0.420 s / it)
[11-16 13:29:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.40  Lm: 6.036 (6.071)  Lt: 5.474 (5.481)  Accm: 3.64 (3.67)  Acct: 5.61 (5.60)  time: 0.4070  data: 0.0018
[11-16 13:29:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.40  Lm: 6.047 (6.045)  Lt: 5.446 (5.456)  Accm: 3.61 (3.61)  Acct: 5.58 (5.43)  time: 0.4070  data: 0.0022
[11-16 13:29:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  47/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.40  Lm: 5.973 (6.027)  Lt: 5.376 (5.420)  Accm: 3.92 (3.90)  Acct: 5.92 (5.85)  time: 0.4070  data: 0.0018
[11-16 13:29:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  47/350]   Total time:      0:11:41   (0.420 s / it)
[11-16 13:29:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  47/350]   Total time:      0:11:41   (0.420 s / it)
[11-16 13:29:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  47/350]   Total time:      0:11:41   (0.420 s / it)
[11-16 13:29:41] (/home/user/VAR/train.py , line 276)=>      [ep47]  (training )  Lm: 6.048 (6.052), Lt: 5.458 (5.459),  Acc m&t: 3.70 5.59,  Remain: 2 days, 9:55:39,  Finish: 2024-11-18 07:25
[11-16 13:29:41] (/home/user/VAR/train.py , line 276)=>      [ep47]  (training )  Lm: 6.048 (6.052), Lt: 5.458 (5.459),  Acc m&t: 3.70 5.59,  Remain: 2 days, 9:55:21,  Finish: 2024-11-18 07:25
[11-16 13:29:41] (/home/user/VAR/train.py , line 276)=>      [ep47]  (training )  Lm: 6.048 (6.052), Lt: 5.458 (5.459),  Acc m&t: 3.70 5.59,  Remain: 2 days, 9:56:52,  Finish: 2024-11-18 07:26
[11-16 13:29:41] (/home/user/VAR/train.py , line 276)=>      [ep47]  (training )  Lm: 6.048 (6.052), Lt: 5.458 (5.459),  Acc m&t: 3.70 5.59,  Remain: 2 days, 9:55:38,  Finish: 2024-11-18 07:25
[11-16 13:29:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [   0/1669]  eta: 0:10:34  tlr: 0.00014  tnm: 0.37  Lm: 6.010 (6.010)  Lt: 5.401 (5.401)  Accm: 4.06 (4.06)  Acct: 5.99 (5.99)  time: 0.3804  data: 0.0004
[11-16 13:29:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [   0/1669]  eta: 0:10:35  tlr: 0.00014  tnm: 0.37  Lm: 5.947 (5.947)  Lt: 5.381 (5.381)  Accm: 3.88 (3.88)  Acct: 5.72 (5.72)  time: 0.3805  data: 0.0003
[11-16 13:29:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [   0/1669]  eta: 0:10:34  tlr: 0.00014  tnm: 0.37  Lm: 6.055 (6.055)  Lt: 5.478 (5.478)  Accm: 3.93 (3.93)  Acct: 5.97 (5.97)  time: 0.3804  data: 0.0004
[11-16 13:29:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [   0/1669]  eta: 0:10:33  tlr: 0.00014  tnm: 0.37  Lm: 6.003 (6.003)  Lt: 5.395 (5.395)  Accm: 3.92 (3.92)  Acct: 5.68 (5.68)  time: 0.3796  data: 0.0007
[11-16 13:32:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [ 417/1669]  eta: 0:08:59  tlr: 0.00014  tnm: 0.35  Lm: 6.016 (6.016)  Lt: 5.398 (5.398)  Accm: 3.84 (3.84)  Acct: 5.78 (5.78)  time: 0.4512  data: 0.0002
[11-16 13:32:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [ 417/1669]  eta: 0:08:59  tlr: 0.00014  tnm: 0.35  Lm: 6.046 (6.046)  Lt: 5.466 (5.466)  Accm: 3.84 (3.84)  Acct: 5.79 (5.79)  time: 0.4512  data: 0.0002
[11-16 13:32:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [ 417/1669]  eta: 0:08:59  tlr: 0.00014  tnm: 0.35  Lm: 5.928 (5.928)  Lt: 5.302 (5.302)  Accm: 4.32 (4.32)  Acct: 6.58 (6.58)  time: 0.4512  data: 0.0002
[11-16 13:32:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [ 417/1669]  eta: 0:08:59  tlr: 0.00014  tnm: 0.35  Lm: 5.992 (5.992)  Lt: 5.403 (5.403)  Accm: 3.73 (3.73)  Acct: 5.63 (5.63)  time: 0.4512  data: 0.0002
[11-16 13:35:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [ 834/1669]  eta: 0:05:51  tlr: 0.00014  tnm: 0.34  Lm: 5.947 (5.954)  Lt: 5.381 (5.362)  Accm: 3.88 (4.02)  Acct: 5.72 (6.11)  time: 0.4065  data: 0.0002
[11-16 13:35:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [ 834/1669]  eta: 0:05:51  tlr: 0.00014  tnm: 0.34  Lm: 6.010 (5.978)  Lt: 5.401 (5.358)  Accm: 4.06 (4.11)  Acct: 5.99 (6.37)  time: 0.4065  data: 0.0002
[11-16 13:35:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [ 834/1669]  eta: 0:05:51  tlr: 0.00014  tnm: 0.34  Lm: 6.055 (6.050)  Lt: 5.478 (5.475)  Accm: 3.74 (3.78)  Acct: 5.65 (5.74)  time: 0.4065  data: 0.0002
[11-16 13:35:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [ 834/1669]  eta: 0:05:51  tlr: 0.00014  tnm: 0.34  Lm: 6.003 (5.981)  Lt: 5.395 (5.363)  Accm: 3.92 (4.03)  Acct: 5.87 (6.12)  time: 0.4065  data: 0.0002
[11-16 13:38:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.40  Lm: 5.974 (5.972)  Lt: 5.380 (5.364)  Accm: 3.90 (3.99)  Acct: 5.88 (6.06)  time: 0.4122  data: 0.0002
[11-16 13:38:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.40  Lm: 6.057 (6.054)  Lt: 5.480 (5.477)  Accm: 3.70 (3.75)  Acct: 5.63 (5.68)  time: 0.4122  data: 0.0002
[11-16 13:38:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.40  Lm: 5.964 (5.963)  Lt: 5.356 (5.347)  Accm: 4.09 (4.11)  Acct: 6.12 (6.34)  time: 0.4122  data: 0.0002
[11-16 13:38:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.40  Lm: 5.992 (5.982)  Lt: 5.403 (5.390)  Accm: 3.90 (4.00)  Acct: 5.76 (6.03)  time: 0.4122  data: 0.0002
[11-16 13:41:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.39  Lm: 6.038 (6.001)  Lt: 5.424 (5.405)  Accm: 3.88 (3.93)  Acct: 5.80 (6.00)  time: 0.4040  data: 0.0021
[11-16 13:41:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  48/350]   Total time:      0:11:40   (0.420 s / it)
[11-16 13:41:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.39  Lm: 6.003 (5.987)  Lt: 5.395 (5.383)  Accm: 3.88 (3.96)  Acct: 5.87 (6.01)  time: 0.4040  data: 0.0015
[11-16 13:41:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.39  Lm: 6.010 (5.976)  Lt: 5.401 (5.364)  Accm: 4.06 (4.04)  Acct: 5.99 (6.25)  time: 0.4040  data: 0.0017
[11-16 13:41:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  48/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.39  Lm: 6.060 (6.067)  Lt: 5.483 (5.489)  Accm: 3.67 (3.68)  Acct: 5.61 (5.53)  time: 0.4041  data: 0.0018
[11-16 13:41:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  48/350]   Total time:      0:11:40   (0.420 s / it)
[11-16 13:41:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  48/350]   Total time:      0:11:40   (0.420 s / it)
[11-16 13:41:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  48/350]   Total time:      0:11:40   (0.420 s / it)
[11-16 13:41:21] (/home/user/VAR/train.py , line 276)=>      [ep48]  (training )  Lm: 6.036 (6.036), Lt: 5.439 (5.439),  Acc m&t: 3.75 5.67,  Remain: 2 days, 9:23:40,  Finish: 2024-11-18 07:05
[11-16 13:41:21] (/home/user/VAR/train.py , line 276)=>      [ep48]  (training )  Lm: 6.036 (6.036), Lt: 5.439 (5.439),  Acc m&t: 3.75 5.67,  Remain: 2 days, 9:24:22,  Finish: 2024-11-18 07:05
[11-16 13:41:21] (/home/user/VAR/train.py , line 276)=>      [ep48]  (training )  Lm: 6.036 (6.036), Lt: 5.439 (5.439),  Acc m&t: 3.75 5.67,  Remain: 2 days, 9:23:59,  Finish: 2024-11-18 07:05
[11-16 13:41:21] (/home/user/VAR/train.py , line 276)=>      [ep48]  (training )  Lm: 6.036 (6.036), Lt: 5.439 (5.439),  Acc m&t: 3.75 5.67,  Remain: 2 days, 9:23:46,  Finish: 2024-11-18 07:05
[11-16 13:41:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [   0/1669]  eta: 0:10:27  tlr: 0.00014  tnm: 0.36  Lm: 6.152 (6.152)  Lt: 5.600 (5.600)  Accm: 3.18 (3.18)  Acct: 4.73 (4.73)  time: 0.3760  data: 0.0004
[11-16 13:41:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [   0/1669]  eta: 0:10:27  tlr: 0.00014  tnm: 0.36  Lm: 5.898 (5.898)  Lt: 5.292 (5.292)  Accm: 4.33 (4.33)  Acct: 6.54 (6.54)  time: 0.3758  data: 0.0004
[11-16 13:41:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [   0/1669]  eta: 0:10:27  tlr: 0.00014  tnm: 0.36  Lm: 6.075 (6.075)  Lt: 5.470 (5.470)  Accm: 3.50 (3.50)  Acct: 5.34 (5.34)  time: 0.3763  data: 0.0004
[11-16 13:41:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [   0/1669]  eta: 0:10:26  tlr: 0.00014  tnm: 0.36  Lm: 6.098 (6.098)  Lt: 5.545 (5.545)  Accm: 3.26 (3.26)  Acct: 4.89 (4.89)  time: 0.3757  data: 0.0003
[11-16 13:44:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [ 417/1669]  eta: 0:09:01  tlr: 0.00014  tnm: 0.37  Lm: 6.073 (6.073)  Lt: 5.512 (5.512)  Accm: 3.33 (3.33)  Acct: 5.06 (5.06)  time: 0.4493  data: 0.0002
[11-16 13:44:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [ 417/1669]  eta: 0:09:01  tlr: 0.00014  tnm: 0.37  Lm: 6.108 (6.108)  Lt: 5.521 (5.521)  Accm: 3.44 (3.44)  Acct: 5.27 (5.27)  time: 0.4493  data: 0.0002
[11-16 13:44:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [ 417/1669]  eta: 0:09:01  tlr: 0.00014  tnm: 0.37  Lm: 5.990 (5.990)  Lt: 5.409 (5.409)  Accm: 4.04 (4.04)  Acct: 6.22 (6.22)  time: 0.4493  data: 0.0002
[11-16 13:44:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [ 417/1669]  eta: 0:09:01  tlr: 0.00014  tnm: 0.37  Lm: 6.114 (6.114)  Lt: 5.531 (5.531)  Accm: 3.42 (3.42)  Acct: 5.11 (5.11)  time: 0.4493  data: 0.0002
[11-16 13:47:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [ 834/1669]  eta: 0:05:58  tlr: 0.00014  tnm: 0.39  Lm: 6.076 (6.066)  Lt: 5.462 (5.469)  Accm: 3.66 (3.62)  Acct: 5.48 (5.34)  time: 0.4060  data: 0.0002
[11-16 13:47:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [ 834/1669]  eta: 0:05:58  tlr: 0.00014  tnm: 0.39  Lm: 6.075 (6.058)  Lt: 5.470 (5.457)  Accm: 3.50 (3.61)  Acct: 5.34 (5.54)  time: 0.4060  data: 0.0002
[11-16 13:47:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [ 834/1669]  eta: 0:05:58  tlr: 0.00014  tnm: 0.39  Lm: 6.082 (6.020)  Lt: 5.498 (5.438)  Accm: 3.74 (3.88)  Acct: 5.89 (5.95)  time: 0.4060  data: 0.0002
[11-16 13:47:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [ 834/1669]  eta: 0:05:58  tlr: 0.00014  tnm: 0.39  Lm: 6.048 (6.033)  Lt: 5.479 (5.461)  Accm: 3.39 (3.55)  Acct: 5.23 (5.32)  time: 0.4060  data: 0.0002
[11-16 13:50:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00014  tnm: 0.37  Lm: 6.010 (6.017)  Lt: 5.443 (5.447)  Accm: 3.70 (3.68)  Acct: 5.54 (5.46)  time: 0.4061  data: 0.0002
[11-16 13:50:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00014  tnm: 0.37  Lm: 6.073 (6.061)  Lt: 5.467 (5.459)  Accm: 3.56 (3.61)  Acct: 5.39 (5.51)  time: 0.4061  data: 0.0002
[11-16 13:50:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00014  tnm: 0.37  Lm: 6.082 (6.041)  Lt: 5.512 (5.462)  Accm: 3.70 (3.83)  Acct: 5.66 (5.82)  time: 0.4061  data: 0.0002
[11-16 13:50:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00014  tnm: 0.37  Lm: 6.095 (6.078)  Lt: 5.497 (5.485)  Accm: 3.47 (3.53)  Acct: 5.17 (5.22)  time: 0.4061  data: 0.0002
[11-16 13:53:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.34  Lm: 6.076 (6.058)  Lt: 5.462 (5.460)  Accm: 3.66 (3.62)  Acct: 5.48 (5.34)  time: 0.4098  data: 0.0015
[11-16 13:53:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  49/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 13:53:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.34  Lm: 6.048 (6.024)  Lt: 5.425 (5.443)  Accm: 3.87 (3.72)  Acct: 5.84 (5.59)  time: 0.4098  data: 0.0016
[11-16 13:53:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.34  Lm: 6.070 (6.058)  Lt: 5.465 (5.453)  Accm: 3.61 (3.64)  Acct: 5.44 (5.51)  time: 0.4098  data: 0.0018
[11-16 13:53:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  49/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.34  Lm: 6.082 (6.055)  Lt: 5.502 (5.470)  Accm: 3.66 (3.77)  Acct: 5.42 (5.69)  time: 0.4098  data: 0.0017
[11-16 13:53:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  49/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 13:53:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  49/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 13:53:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  49/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 13:55:07] (home/user/VAR/trainer.py, line 113)=> FID: 12.0953528405945
[11-16 13:55:08] (/home/user/VAR/train.py , line 259)=>  [*] [ep49]  (val 50000)  Lm: 6.0461, Lt: 5.4514, Acc m&t: 3.70 5.59,  Val cost: 121.02s
[11-16 13:55:08] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-16 13:55:47] (/home/user/VAR/train.py , line 276)=>      [ep49]  (training )  Lm: 6.036 (6.046), Lt: 5.439 (5.451),  Acc m&t: 3.75 5.67,  Remain: 2 days, 9:56:37,  Finish: 2024-11-18 07:49
[11-16 13:55:47] (/home/user/VAR/train.py , line 276)=>      [ep49]  (training )  Lm: 6.036 (6.046), Lt: 5.439 (5.451),  Acc m&t: 3.75 5.67,  Remain: 2 days, 9:53:55,  Finish: 2024-11-18 07:47
[11-16 13:55:47] (/home/user/VAR/train.py , line 276)=>      [ep49]  (training )  Lm: 6.036 (6.046), Lt: 5.439 (5.451),  Acc m&t: 3.75 5.67,  Remain: 2 days, 9:52:31,  Finish: 2024-11-18 07:45
[11-16 13:55:47] (/home/user/VAR/train.py , line 276)=>      [ep49]  (training )  Lm: 6.036 (6.046), Lt: 5.439 (5.451),  Acc m&t: 3.75 5.67,  Remain: 2 days, 9:51:13,  Finish: 2024-11-18 07:44
[11-16 13:55:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [   0/1669]  eta: 0:10:29  tlr: 0.00014  tnm: 0.42  Lm: 6.073 (6.073)  Lt: 5.479 (5.479)  Accm: 3.66 (3.66)  Acct: 5.82 (5.82)  time: 0.3772  data: 0.0004
[11-16 13:55:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [   0/1669]  eta: 0:10:28  tlr: 0.00014  tnm: 0.42  Lm: 5.978 (5.978)  Lt: 5.340 (5.340)  Accm: 3.89 (3.89)  Acct: 6.20 (6.20)  time: 0.3763  data: 0.0004
[11-16 13:55:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [   0/1669]  eta: 0:10:29  tlr: 0.00014  tnm: 0.42  Lm: 6.157 (6.157)  Lt: 5.581 (5.581)  Accm: 3.34 (3.34)  Acct: 4.98 (4.98)  time: 0.3773  data: 0.0004
[11-16 13:55:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [   0/1669]  eta: 0:10:30  tlr: 0.00014  tnm: 0.42  Lm: 5.944 (5.944)  Lt: 5.346 (5.346)  Accm: 4.04 (4.04)  Acct: 5.97 (5.97)  time: 0.3778  data: 0.0004
[11-16 13:58:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [ 417/1669]  eta: 0:08:51  tlr: 0.00014  tnm: 0.37  Lm: 6.047 (6.047)  Lt: 5.456 (5.456)  Accm: 3.78 (3.78)  Acct: 5.64 (5.64)  time: 0.4059  data: 0.0002
[11-16 13:58:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [ 417/1669]  eta: 0:08:51  tlr: 0.00014  tnm: 0.37  Lm: 6.070 (6.070)  Lt: 5.464 (5.464)  Accm: 3.70 (3.70)  Acct: 5.66 (5.66)  time: 0.4059  data: 0.0002
[11-16 13:58:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [ 417/1669]  eta: 0:08:51  tlr: 0.00014  tnm: 0.37  Lm: 5.996 (5.996)  Lt: 5.398 (5.398)  Accm: 3.68 (3.68)  Acct: 5.54 (5.54)  time: 0.4059  data: 0.0002
[11-16 13:58:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [ 417/1669]  eta: 0:08:51  tlr: 0.00014  tnm: 0.37  Lm: 6.161 (6.161)  Lt: 5.597 (5.597)  Accm: 3.35 (3.35)  Acct: 4.94 (4.94)  time: 0.4059  data: 0.0002
[11-16 14:01:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00014  tnm: 0.38  Lm: 6.157 (6.116)  Lt: 5.581 (5.540)  Accm: 3.35 (3.45)  Acct: 4.98 (5.13)  time: 0.4028  data: 0.0002
[11-16 14:01:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00014  tnm: 0.38  Lm: 6.035 (6.043)  Lt: 5.396 (5.436)  Accm: 3.83 (3.80)  Acct: 5.73 (5.67)  time: 0.4028  data: 0.0002
[11-16 14:01:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00014  tnm: 0.38  Lm: 6.013 (6.029)  Lt: 5.456 (5.438)  Accm: 3.52 (3.63)  Acct: 5.51 (5.53)  time: 0.4028  data: 0.0002
[11-16 14:01:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00014  tnm: 0.38  Lm: 6.067 (6.003)  Lt: 5.450 (5.419)  Accm: 3.73 (3.94)  Acct: 5.82 (5.97)  time: 0.4028  data: 0.0002
[11-16 14:04:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.38  Lm: 6.070 (6.026)  Lt: 5.464 (5.444)  Accm: 3.70 (3.79)  Acct: 5.66 (5.75)  time: 0.3970  data: 0.0003
[11-16 14:04:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.38  Lm: 6.021 (6.034)  Lt: 5.389 (5.422)  Accm: 3.86 (3.82)  Acct: 5.85 (5.78)  time: 0.3971  data: 0.0002
[11-16 14:04:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.38  Lm: 6.129 (6.112)  Lt: 5.555 (5.537)  Accm: 3.35 (3.39)  Acct: 4.94 (5.05)  time: 0.3970  data: 0.0002
[11-16 14:04:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.38  Lm: 6.055 (6.055)  Lt: 5.488 (5.461)  Accm: 3.51 (3.59)  Acct: 5.43 (5.49)  time: 0.3971  data: 0.0002
[11-16 14:07:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.38  Lm: 6.051 (6.054)  Lt: 5.456 (5.452)  Accm: 3.50 (3.57)  Acct: 5.42 (5.48)  time: 0.4546  data: 0.0017
[11-16 14:07:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  50/350]   Total time:      0:11:46   (0.423 s / it)
[11-16 14:07:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.38  Lm: 6.101 (6.104)  Lt: 5.529 (5.528)  Accm: 3.35 (3.46)  Acct: 4.98 (5.17)  time: 0.4546  data: 0.0018
[11-16 14:07:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.38  Lm: 6.035 (6.059)  Lt: 5.396 (5.449)  Accm: 3.83 (3.71)  Acct: 5.73 (5.60)  time: 0.4546  data: 0.0015
[11-16 14:07:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  50/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.38  Lm: 6.067 (6.032)  Lt: 5.450 (5.440)  Accm: 3.73 (3.78)  Acct: 5.68 (5.74)  time: 0.4546  data: 0.0016
[11-16 14:07:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  50/350]   Total time:      0:11:46   (0.423 s / it)
[11-16 14:07:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  50/350]   Total time:      0:11:46   (0.423 s / it)
[11-16 14:07:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  50/350]   Total time:      0:11:46   (0.423 s / it)
[11-16 14:07:34] (/home/user/VAR/train.py , line 276)=>      [ep50]  (training )  Lm: 6.036 (6.045), Lt: 5.439 (5.449),  Acc m&t: 3.75 5.67,  Remain: 2 days, 9:41:27,  Finish: 2024-11-18 07:49
[11-16 14:07:34] (/home/user/VAR/train.py , line 276)=>      [ep50]  (training )  Lm: 6.036 (6.045), Lt: 5.439 (5.449),  Acc m&t: 3.75 5.67,  Remain: 2 days, 9:38:17,  Finish: 2024-11-18 07:45
[11-16 14:07:34] (/home/user/VAR/train.py , line 276)=>      [ep50]  (training )  Lm: 6.036 (6.045), Lt: 5.439 (5.449),  Acc m&t: 3.75 5.67,  Remain: 2 days, 9:39:24,  Finish: 2024-11-18 07:46
[11-16 14:07:34] (/home/user/VAR/train.py , line 276)=>      [ep50]  (training )  Lm: 6.036 (6.045), Lt: 5.439 (5.449),  Acc m&t: 3.75 5.67,  Remain: 2 days, 9:40:30,  Finish: 2024-11-18 07:48
[11-16 14:07:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [   0/1669]  eta: 0:11:17  tlr: 0.00014  tnm: 0.40  Lm: 6.135 (6.135)  Lt: 5.531 (5.531)  Accm: 3.58 (3.58)  Acct: 5.53 (5.53)  time: 0.4057  data: 0.0004
[11-16 14:07:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [   0/1669]  eta: 0:10:32  tlr: 0.00014  tnm: 0.40  Lm: 6.102 (6.102)  Lt: 5.549 (5.549)  Accm: 3.17 (3.17)  Acct: 4.58 (4.58)  time: 0.3791  data: 0.0004
[11-16 14:07:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [   0/1669]  eta: 0:10:32  tlr: 0.00014  tnm: 0.40  Lm: 6.108 (6.108)  Lt: 5.534 (5.534)  Accm: 3.61 (3.61)  Acct: 5.37 (5.37)  time: 0.3789  data: 0.0003
[11-16 14:07:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [   0/1669]  eta: 0:10:32  tlr: 0.00014  tnm: 0.40  Lm: 6.004 (6.004)  Lt: 5.402 (5.402)  Accm: 3.94 (3.94)  Acct: 5.72 (5.72)  time: 0.3790  data: 0.0004
[11-16 14:10:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [ 417/1669]  eta: 0:08:36  tlr: 0.00014  tnm: 0.36  Lm: 5.967 (5.967)  Lt: 5.338 (5.338)  Accm: 4.10 (4.10)  Acct: 6.16 (6.16)  time: 0.4149  data: 0.0002
[11-16 14:10:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [ 417/1669]  eta: 0:08:36  tlr: 0.00014  tnm: 0.36  Lm: 6.016 (6.016)  Lt: 5.419 (5.419)  Accm: 3.90 (3.90)  Acct: 6.10 (6.10)  time: 0.4149  data: 0.0002
[11-16 14:10:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [ 417/1669]  eta: 0:08:36  tlr: 0.00014  tnm: 0.36  Lm: 6.100 (6.100)  Lt: 5.530 (5.530)  Accm: 3.28 (3.28)  Acct: 4.84 (4.84)  time: 0.4149  data: 0.0002
[11-16 14:10:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [ 417/1669]  eta: 0:08:36  tlr: 0.00014  tnm: 0.36  Lm: 6.051 (6.051)  Lt: 5.446 (5.446)  Accm: 3.67 (3.67)  Acct: 5.66 (5.66)  time: 0.4149  data: 0.0002
[11-16 14:13:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00014  tnm: 0.33  Lm: 6.052 (6.051)  Lt: 5.487 (5.460)  Accm: 3.76 (3.72)  Acct: 5.80 (5.81)  time: 0.3989  data: 0.0002
[11-16 14:13:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00014  tnm: 0.33  Lm: 6.050 (6.027)  Lt: 5.437 (5.425)  Accm: 3.71 (3.84)  Acct: 5.48 (5.89)  time: 0.3990  data: 0.0002
[11-16 14:13:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00014  tnm: 0.33  Lm: 6.097 (6.088)  Lt: 5.512 (5.504)  Accm: 3.39 (3.42)  Acct: 5.10 (5.07)  time: 0.3990  data: 0.0002
[11-16 14:13:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00014  tnm: 0.33  Lm: 6.004 (5.994)  Lt: 5.393 (5.357)  Accm: 4.06 (4.09)  Acct: 6.37 (6.23)  time: 0.3990  data: 0.0002
[11-16 14:16:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.37  Lm: 6.016 (6.003)  Lt: 5.398 (5.379)  Accm: 4.00 (3.99)  Acct: 6.04 (6.04)  time: 0.4065  data: 0.0002
[11-16 14:16:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.37  Lm: 6.081 (6.079)  Lt: 5.494 (5.497)  Accm: 3.50 (3.47)  Acct: 5.26 (5.16)  time: 0.4065  data: 0.0002
[11-16 14:16:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.37  Lm: 6.091 (6.071)  Lt: 5.494 (5.470)  Accm: 3.67 (3.64)  Acct: 5.66 (5.66)  time: 0.4065  data: 0.0002
[11-16 14:16:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.37  Lm: 6.069 (6.042)  Lt: 5.458 (5.438)  Accm: 3.66 (3.74)  Acct: 5.42 (5.75)  time: 0.4065  data: 0.0002
[11-16 14:19:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.36  Lm: 6.050 (6.041)  Lt: 5.437 (5.433)  Accm: 3.71 (3.74)  Acct: 5.48 (5.76)  time: 0.4483  data: 0.0015
[11-16 14:19:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  51/350]   Total time:      0:11:48   (0.424 s / it)
[11-16 14:19:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.36  Lm: 6.004 (5.996)  Lt: 5.393 (5.378)  Accm: 3.94 (3.95)  Acct: 5.72 (5.97)  time: 0.4483  data: 0.0017
[11-16 14:19:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.36  Lm: 6.064 (6.060)  Lt: 5.476 (5.477)  Accm: 3.61 (3.54)  Acct: 5.42 (5.25)  time: 0.4483  data: 0.0015
[11-16 14:19:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  51/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.36  Lm: 6.052 (6.056)  Lt: 5.487 (5.459)  Accm: 3.76 (3.73)  Acct: 5.80 (5.72)  time: 0.4483  data: 0.0019
[11-16 14:19:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  51/350]   Total time:      0:11:48   (0.424 s / it)
[11-16 14:19:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  51/350]   Total time:      0:11:48   (0.424 s / it)
[11-16 14:19:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  51/350]   Total time:      0:11:48   (0.424 s / it)
[11-16 14:19:22] (/home/user/VAR/train.py , line 276)=>      [ep51]  (training )  Lm: 6.036 (6.037), Lt: 5.437 (5.437),  Acc m&t: 3.75 5.67,  Remain: 2 days, 9:17:19,  Finish: 2024-11-18 07:36
[11-16 14:19:22] (/home/user/VAR/train.py , line 276)=>      [ep51]  (training )  Lm: 6.036 (6.037), Lt: 5.437 (5.437),  Acc m&t: 3.75 5.67,  Remain: 2 days, 9:16:18,  Finish: 2024-11-18 07:35
[11-16 14:19:22] (/home/user/VAR/train.py , line 276)=>      [ep51]  (training )  Lm: 6.036 (6.037), Lt: 5.437 (5.437),  Acc m&t: 3.75 5.67,  Remain: 2 days, 9:17:30,  Finish: 2024-11-18 07:36
[11-16 14:19:22] (/home/user/VAR/train.py , line 276)=>      [ep51]  (training )  Lm: 6.036 (6.037), Lt: 5.437 (5.437),  Acc m&t: 3.75 5.67,  Remain: 2 days, 9:16:08,  Finish: 2024-11-18 07:35
[11-16 14:19:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [   0/1669]  eta: 0:09:33  tlr: 0.00014  tnm: 0.38  Lm: 6.032 (6.032)  Lt: 5.464 (5.464)  Accm: 3.69 (3.69)  Acct: 5.37 (5.37)  time: 0.3439  data: 0.0003
[11-16 14:19:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [   0/1669]  eta: 0:09:34  tlr: 0.00014  tnm: 0.38  Lm: 6.178 (6.178)  Lt: 5.559 (5.559)  Accm: 3.19 (3.19)  Acct: 4.79 (4.79)  time: 0.3442  data: 0.0003
[11-16 14:19:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [   0/1669]  eta: 0:09:33  tlr: 0.00014  tnm: 0.38  Lm: 6.115 (6.115)  Lt: 5.565 (5.565)  Accm: 3.45 (3.45)  Acct: 4.87 (4.87)  time: 0.3437  data: 0.0004
[11-16 14:19:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [   0/1669]  eta: 0:09:34  tlr: 0.00014  tnm: 0.38  Lm: 6.080 (6.080)  Lt: 5.521 (5.521)  Accm: 3.61 (3.61)  Acct: 5.46 (5.46)  time: 0.3441  data: 0.0004
[11-16 14:22:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.00014  tnm: 0.36  Lm: 6.092 (6.092)  Lt: 5.511 (5.511)  Accm: 3.46 (3.46)  Acct: 5.48 (5.48)  time: 0.4495  data: 0.0002
[11-16 14:22:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.00014  tnm: 0.36  Lm: 6.028 (6.028)  Lt: 5.460 (5.460)  Accm: 3.86 (3.86)  Acct: 5.65 (5.65)  time: 0.4495  data: 0.0002
[11-16 14:22:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.00014  tnm: 0.36  Lm: 6.185 (6.185)  Lt: 5.598 (5.598)  Accm: 3.15 (3.15)  Acct: 4.85 (4.85)  time: 0.4495  data: 0.0002
[11-16 14:22:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.00014  tnm: 0.36  Lm: 6.049 (6.049)  Lt: 5.454 (5.454)  Accm: 3.58 (3.58)  Acct: 5.35 (5.35)  time: 0.4495  data: 0.0002
[11-16 14:25:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00014  tnm: 0.37  Lm: 6.032 (6.028)  Lt: 5.444 (5.421)  Accm: 3.69 (3.63)  Acct: 5.37 (5.43)  time: 0.4073  data: 0.0002
[11-16 14:25:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00014  tnm: 0.37  Lm: 6.023 (6.026)  Lt: 5.411 (5.444)  Accm: 3.83 (3.85)  Acct: 5.68 (5.66)  time: 0.4073  data: 0.0002
[11-16 14:25:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00014  tnm: 0.37  Lm: 6.178 (6.126)  Lt: 5.559 (5.522)  Accm: 3.19 (3.36)  Acct: 4.91 (5.21)  time: 0.4073  data: 0.0002
[11-16 14:25:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00014  tnm: 0.37  Lm: 6.080 (6.069)  Lt: 5.501 (5.473)  Accm: 3.61 (3.52)  Acct: 5.51 (5.53)  time: 0.4073  data: 0.0002
[11-16 14:28:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.38  Lm: 6.051 (6.045)  Lt: 5.454 (5.457)  Accm: 3.62 (3.56)  Acct: 5.48 (5.47)  time: 0.4476  data: 0.0002
[11-16 14:28:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.38  Lm: 6.049 (6.060)  Lt: 5.454 (5.462)  Accm: 3.58 (3.57)  Acct: 5.41 (5.43)  time: 0.4476  data: 0.0002
[11-16 14:28:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.38  Lm: 6.041 (6.035)  Lt: 5.425 (5.443)  Accm: 3.84 (3.85)  Acct: 5.79 (5.72)  time: 0.4476  data: 0.0002
[11-16 14:28:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.38  Lm: 6.100 (6.100)  Lt: 5.495 (5.499)  Accm: 3.46 (3.45)  Acct: 5.29 (5.33)  time: 0.4476  data: 0.0002
[11-16 14:31:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.048 (6.090)  Lt: 5.435 (5.486)  Accm: 3.74 (3.52)  Acct: 5.68 (5.45)  time: 0.4507  data: 0.0016
[11-16 14:31:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  52/350]   Total time:      0:11:48   (0.424 s / it)
[11-16 14:31:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.080 (6.070)  Lt: 5.501 (5.486)  Accm: 3.61 (3.48)  Acct: 5.46 (5.32)  time: 0.4507  data: 0.0017
[11-16 14:31:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.032 (6.053)  Lt: 5.444 (5.455)  Accm: 3.69 (3.60)  Acct: 5.44 (5.48)  time: 0.4508  data: 0.0015
[11-16 14:31:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  52/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.059 (6.045)  Lt: 5.439 (5.453)  Accm: 3.83 (3.80)  Acct: 5.68 (5.65)  time: 0.4507  data: 0.0018
[11-16 14:31:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  52/350]   Total time:      0:11:48   (0.424 s / it)
[11-16 14:31:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  52/350]   Total time:      0:11:48   (0.424 s / it)
[11-16 14:31:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  52/350]   Total time:      0:11:48   (0.424 s / it)
[11-16 14:31:10] (/home/user/VAR/train.py , line 276)=>      [ep52]  (training )  Lm: 6.034 (6.034), Lt: 5.433 (5.433),  Acc m&t: 3.75 5.70,  Remain: 2 days, 9:08:54,  Finish: 2024-11-18 07:40
[11-16 14:31:10] (/home/user/VAR/train.py , line 276)=>      [ep52]  (training )  Lm: 6.034 (6.034), Lt: 5.433 (5.433),  Acc m&t: 3.75 5.70,  Remain: 2 days, 9:08:26,  Finish: 2024-11-18 07:39
[11-16 14:31:10] (/home/user/VAR/train.py , line 276)=>      [ep52]  (training )  Lm: 6.034 (6.034), Lt: 5.433 (5.433),  Acc m&t: 3.75 5.70,  Remain: 2 days, 9:09:21,  Finish: 2024-11-18 07:40
[11-16 14:31:10] (/home/user/VAR/train.py , line 276)=>      [ep52]  (training )  Lm: 6.034 (6.034), Lt: 5.433 (5.433),  Acc m&t: 3.75 5.70,  Remain: 2 days, 9:08:28,  Finish: 2024-11-18 07:39
[11-16 14:31:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [   0/1669]  eta: 0:11:23  tlr: 0.00014  tnm: 0.33  Lm: 6.041 (6.041)  Lt: 5.444 (5.444)  Accm: 3.96 (3.96)  Acct: 6.23 (6.23)  time: 0.4098  data: 0.0004
[11-16 14:31:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [   0/1669]  eta: 0:11:25  tlr: 0.00014  tnm: 0.33  Lm: 6.013 (6.013)  Lt: 5.419 (5.419)  Accm: 3.92 (3.92)  Acct: 5.89 (5.89)  time: 0.4105  data: 0.0004
[11-16 14:31:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [   0/1669]  eta: 0:11:25  tlr: 0.00014  tnm: 0.33  Lm: 6.093 (6.093)  Lt: 5.504 (5.504)  Accm: 3.47 (3.47)  Acct: 4.96 (4.96)  time: 0.4106  data: 0.0003
[11-16 14:31:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [   0/1669]  eta: 0:11:24  tlr: 0.00014  tnm: 0.33  Lm: 6.060 (6.060)  Lt: 5.462 (5.462)  Accm: 3.56 (3.56)  Acct: 5.18 (5.18)  time: 0.4100  data: 0.0004
[11-16 14:34:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [ 417/1669]  eta: 0:08:54  tlr: 0.00014  tnm: 0.37  Lm: 6.057 (6.057)  Lt: 5.455 (5.455)  Accm: 3.51 (3.51)  Acct: 5.18 (5.18)  time: 0.4008  data: 0.0002
[11-16 14:34:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [ 417/1669]  eta: 0:08:54  tlr: 0.00014  tnm: 0.37  Lm: 6.081 (6.081)  Lt: 5.505 (5.505)  Accm: 3.58 (3.58)  Acct: 5.41 (5.41)  time: 0.4008  data: 0.0002
[11-16 14:34:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [ 417/1669]  eta: 0:08:54  tlr: 0.00014  tnm: 0.37  Lm: 6.035 (6.035)  Lt: 5.446 (5.446)  Accm: 3.88 (3.88)  Acct: 5.88 (5.88)  time: 0.4008  data: 0.0002
[11-16 14:34:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [ 417/1669]  eta: 0:08:54  tlr: 0.00014  tnm: 0.37  Lm: 6.101 (6.101)  Lt: 5.494 (5.494)  Accm: 3.52 (3.52)  Acct: 5.25 (5.25)  time: 0.4008  data: 0.0002
[11-16 14:37:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00014  tnm: 0.38  Lm: 6.093 (6.086)  Lt: 5.484 (5.471)  Accm: 3.47 (3.45)  Acct: 5.17 (5.22)  time: 0.4111  data: 0.0002
[11-16 14:37:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00014  tnm: 0.38  Lm: 6.013 (6.033)  Lt: 5.419 (5.455)  Accm: 3.92 (3.78)  Acct: 5.89 (5.64)  time: 0.4111  data: 0.0002
[11-16 14:37:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00014  tnm: 0.38  Lm: 6.054 (6.056)  Lt: 5.450 (5.453)  Accm: 3.56 (3.59)  Acct: 5.18 (5.34)  time: 0.4111  data: 0.0002
[11-16 14:37:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00014  tnm: 0.38  Lm: 6.029 (6.032)  Lt: 5.444 (5.436)  Accm: 3.80 (3.80)  Acct: 5.53 (5.73)  time: 0.4111  data: 0.0002
[11-16 14:39:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.40  Lm: 6.035 (6.082)  Lt: 5.446 (5.503)  Accm: 3.72 (3.56)  Acct: 5.48 (5.30)  time: 0.4077  data: 0.0002
[11-16 14:39:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.40  Lm: 6.057 (6.071)  Lt: 5.456 (5.469)  Accm: 3.51 (3.51)  Acct: 5.18 (5.20)  time: 0.4077  data: 0.0002
[11-16 14:39:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.40  Lm: 6.085 (6.083)  Lt: 5.464 (5.464)  Accm: 3.50 (3.47)  Acct: 5.35 (5.32)  time: 0.4077  data: 0.0002
[11-16 14:39:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.40  Lm: 6.043 (6.043)  Lt: 5.433 (5.453)  Accm: 3.73 (3.72)  Acct: 5.82 (5.67)  time: 0.4077  data: 0.0002
[11-16 14:42:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.38  Lm: 6.013 (6.036)  Lt: 5.419 (5.442)  Accm: 3.78 (3.73)  Acct: 5.85 (5.71)  time: 0.4025  data: 0.0016
[11-16 14:42:51] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  53/350]   Total time:      0:11:40   (0.420 s / it)
[11-16 14:42:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.38  Lm: 6.054 (6.045)  Lt: 5.450 (5.443)  Accm: 3.56 (3.59)  Acct: 5.18 (5.38)  time: 0.4025  data: 0.0017
[11-16 14:42:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.38  Lm: 6.076 (6.072)  Lt: 5.444 (5.458)  Accm: 3.54 (3.55)  Acct: 5.54 (5.40)  time: 0.4025  data: 0.0015
[11-16 14:42:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  53/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.38  Lm: 6.041 (6.090)  Lt: 5.447 (5.517)  Accm: 3.64 (3.49)  Acct: 5.44 (5.24)  time: 0.4025  data: 0.0016
[11-16 14:42:51] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  53/350]   Total time:      0:11:40   (0.420 s / it)
[11-16 14:42:51] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  53/350]   Total time:      0:11:40   (0.420 s / it)
[11-16 14:42:51] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  53/350]   Total time:      0:11:40   (0.420 s / it)
[11-16 14:42:51] (/home/user/VAR/train.py , line 276)=>      [ep53]  (training )  Lm: 6.030 (6.030), Lt: 5.429 (5.429),  Acc m&t: 3.75 5.70,  Remain: 2 days, 8:40:55,  Finish: 2024-11-18 07:23
[11-16 14:42:51] (/home/user/VAR/train.py , line 276)=>      [ep53]  (training )  Lm: 6.030 (6.030), Lt: 5.429 (5.429),  Acc m&t: 3.75 5.70,  Remain: 2 days, 8:40:10,  Finish: 2024-11-18 07:23
[11-16 14:42:51] (/home/user/VAR/train.py , line 276)=>      [ep53]  (training )  Lm: 6.030 (6.030), Lt: 5.429 (5.429),  Acc m&t: 3.75 5.70,  Remain: 2 days, 8:40:13,  Finish: 2024-11-18 07:23
[11-16 14:42:51] (/home/user/VAR/train.py , line 276)=>      [ep53]  (training )  Lm: 6.030 (6.030), Lt: 5.429 (5.429),  Acc m&t: 3.75 5.70,  Remain: 2 days, 8:40:33,  Finish: 2024-11-18 07:23
[11-16 14:42:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [   0/1669]  eta: 0:10:33  tlr: 0.00014  tnm: 0.37  Lm: 6.031 (6.031)  Lt: 5.456 (5.456)  Accm: 3.80 (3.80)  Acct: 6.22 (6.22)  time: 0.3797  data: 0.0004
[11-16 14:42:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [   0/1669]  eta: 0:10:41  tlr: 0.00014  tnm: 0.37  Lm: 6.069 (6.069)  Lt: 5.498 (5.498)  Accm: 3.86 (3.86)  Acct: 5.97 (5.97)  time: 0.3847  data: 0.0003
[11-16 14:42:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [   0/1669]  eta: 0:10:09  tlr: 0.00014  tnm: 0.37  Lm: 6.090 (6.090)  Lt: 5.471 (5.471)  Accm: 3.58 (3.58)  Acct: 5.75 (5.75)  time: 0.3655  data: 0.0004
[11-16 14:42:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [   0/1669]  eta: 0:10:16  tlr: 0.00014  tnm: 0.37  Lm: 6.091 (6.091)  Lt: 5.483 (5.483)  Accm: 3.42 (3.42)  Acct: 5.48 (5.48)  time: 0.3695  data: 0.0003
[11-16 14:45:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [ 417/1669]  eta: 0:08:51  tlr: 0.00014  tnm: 0.33  Lm: 6.098 (6.098)  Lt: 5.493 (5.493)  Accm: 3.57 (3.57)  Acct: 5.48 (5.48)  time: 0.3951  data: 0.0002
[11-16 14:45:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [ 417/1669]  eta: 0:08:51  tlr: 0.00014  tnm: 0.33  Lm: 6.029 (6.029)  Lt: 5.446 (5.446)  Accm: 3.80 (3.80)  Acct: 5.74 (5.74)  time: 0.3951  data: 0.0002
[11-16 14:45:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [ 417/1669]  eta: 0:08:51  tlr: 0.00014  tnm: 0.33  Lm: 6.066 (6.066)  Lt: 5.493 (5.493)  Accm: 3.62 (3.62)  Acct: 5.62 (5.62)  time: 0.3951  data: 0.0002
[11-16 14:45:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [ 417/1669]  eta: 0:08:51  tlr: 0.00014  tnm: 0.33  Lm: 6.115 (6.115)  Lt: 5.530 (5.530)  Accm: 3.46 (3.46)  Acct: 5.29 (5.29)  time: 0.3951  data: 0.0002
[11-16 14:48:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00014  tnm: 0.35  Lm: 6.119 (6.116)  Lt: 5.513 (5.525)  Accm: 3.35 (3.42)  Acct: 5.08 (5.22)  time: 0.4017  data: 0.0002
[11-16 14:48:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00014  tnm: 0.35  Lm: 5.992 (6.017)  Lt: 5.395 (5.419)  Accm: 3.86 (3.83)  Acct: 5.94 (5.81)  time: 0.4017  data: 0.0002
[11-16 14:48:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00014  tnm: 0.35  Lm: 6.031 (6.044)  Lt: 5.456 (5.466)  Accm: 3.80 (3.74)  Acct: 6.11 (5.79)  time: 0.4017  data: 0.0002
[11-16 14:48:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00014  tnm: 0.35  Lm: 6.091 (6.060)  Lt: 5.483 (5.466)  Accm: 3.73 (3.77)  Acct: 5.48 (5.75)  time: 0.4017  data: 0.0002
[11-16 14:51:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00014  tnm: 0.38  Lm: 6.064 (6.058)  Lt: 5.466 (5.469)  Accm: 3.67 (3.69)  Acct: 5.85 (5.74)  time: 0.4063  data: 0.0002
[11-16 14:51:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00014  tnm: 0.38  Lm: 6.105 (6.086)  Lt: 5.492 (5.490)  Accm: 3.46 (3.51)  Acct: 5.30 (5.30)  time: 0.4063  data: 0.0002
[11-16 14:51:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00014  tnm: 0.38  Lm: 5.995 (6.012)  Lt: 5.406 (5.418)  Accm: 3.86 (3.84)  Acct: 5.82 (5.78)  time: 0.4063  data: 0.0002
[11-16 14:51:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00014  tnm: 0.38  Lm: 6.037 (6.035)  Lt: 5.448 (5.436)  Accm: 3.92 (3.86)  Acct: 5.78 (5.83)  time: 0.4064  data: 0.0002
[11-16 14:54:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.091 (6.048)  Lt: 5.468 (5.442)  Accm: 3.73 (3.74)  Acct: 5.48 (5.70)  time: 0.4078  data: 0.0017
[11-16 14:54:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  54/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 14:54:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.090 (6.080)  Lt: 5.471 (5.486)  Accm: 3.55 (3.52)  Acct: 5.49 (5.34)  time: 0.4078  data: 0.0017
[11-16 14:54:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 5.999 (6.012)  Lt: 5.417 (5.419)  Accm: 3.86 (3.86)  Acct: 5.94 (5.82)  time: 0.4078  data: 0.0017
[11-16 14:54:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  54/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.031 (6.046)  Lt: 5.456 (5.459)  Accm: 3.64 (3.68)  Acct: 5.60 (5.64)  time: 0.4078  data: 0.0020
[11-16 14:54:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  54/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 14:54:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  54/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 14:54:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  54/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 14:54:42] (/home/user/VAR/train.py , line 276)=>      [ep54]  (training )  Lm: 6.027 (6.027), Lt: 5.424 (5.424),  Acc m&t: 3.77 5.71,  Remain: 2 days, 8:47:33,  Finish: 2024-11-18 07:42
[11-16 14:54:42] (/home/user/VAR/train.py , line 276)=>      [ep54]  (training )  Lm: 6.027 (6.027), Lt: 5.424 (5.424),  Acc m&t: 3.77 5.71,  Remain: 2 days, 8:46:35,  Finish: 2024-11-18 07:41
[11-16 14:54:42] (/home/user/VAR/train.py , line 276)=>      [ep54]  (training )  Lm: 6.027 (6.027), Lt: 5.424 (5.424),  Acc m&t: 3.77 5.71,  Remain: 2 days, 8:47:26,  Finish: 2024-11-18 07:42
[11-16 14:54:42] (/home/user/VAR/train.py , line 276)=>      [ep54]  (training )  Lm: 6.027 (6.027), Lt: 5.424 (5.424),  Acc m&t: 3.77 5.71,  Remain: 2 days, 8:47:59,  Finish: 2024-11-18 07:42
[11-16 14:54:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [   0/1669]  eta: 0:10:00  tlr: 0.00014  tnm: 0.37  Lm: 6.012 (6.012)  Lt: 5.398 (5.398)  Accm: 3.93 (3.93)  Acct: 6.27 (6.27)  time: 0.3596  data: 0.0003
[11-16 14:54:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [   0/1669]  eta: 0:10:11  tlr: 0.00014  tnm: 0.37  Lm: 5.940 (5.940)  Lt: 5.278 (5.278)  Accm: 4.09 (4.09)  Acct: 6.40 (6.40)  time: 0.3665  data: 0.0004
[11-16 14:54:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [   0/1669]  eta: 0:10:07  tlr: 0.00014  tnm: 0.37  Lm: 5.997 (5.997)  Lt: 5.407 (5.407)  Accm: 3.98 (3.98)  Acct: 5.87 (5.87)  time: 0.3638  data: 0.0004
[11-16 14:54:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [   0/1669]  eta: 0:10:12  tlr: 0.00014  tnm: 0.37  Lm: 6.064 (6.064)  Lt: 5.456 (5.456)  Accm: 3.82 (3.82)  Acct: 5.44 (5.44)  time: 0.3672  data: 0.0003
[11-16 14:57:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [ 417/1669]  eta: 0:08:44  tlr: 0.00014  tnm: 0.38  Lm: 6.010 (6.010)  Lt: 5.371 (5.371)  Accm: 3.90 (3.90)  Acct: 5.70 (5.70)  time: 0.4481  data: 0.0002
[11-16 14:57:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [ 417/1669]  eta: 0:08:44  tlr: 0.00014  tnm: 0.38  Lm: 5.978 (5.978)  Lt: 5.351 (5.351)  Accm: 3.80 (3.80)  Acct: 5.84 (5.84)  time: 0.4481  data: 0.0002
[11-16 14:57:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [ 417/1669]  eta: 0:08:44  tlr: 0.00014  tnm: 0.38  Lm: 6.050 (6.050)  Lt: 5.435 (5.435)  Accm: 3.74 (3.74)  Acct: 5.94 (5.94)  time: 0.4481  data: 0.0002
[11-16 14:57:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [ 417/1669]  eta: 0:08:44  tlr: 0.00014  tnm: 0.38  Lm: 6.054 (6.054)  Lt: 5.457 (5.457)  Accm: 3.76 (3.76)  Acct: 5.74 (5.74)  time: 0.4481  data: 0.0002
[11-16 15:00:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00014  tnm: 0.39  Lm: 5.997 (6.015)  Lt: 5.407 (5.423)  Accm: 3.98 (3.85)  Acct: 5.77 (5.75)  time: 0.4079  data: 0.0004
[11-16 15:00:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00014  tnm: 0.39  Lm: 5.990 (6.003)  Lt: 5.392 (5.378)  Accm: 3.85 (3.88)  Acct: 5.96 (5.83)  time: 0.4079  data: 0.0002
[11-16 15:00:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00014  tnm: 0.39  Lm: 5.956 (5.971)  Lt: 5.369 (5.357)  Accm: 4.09 (3.93)  Acct: 6.40 (6.03)  time: 0.4079  data: 0.0002
[11-16 15:00:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00014  tnm: 0.39  Lm: 6.012 (6.009)  Lt: 5.398 (5.396)  Accm: 3.93 (3.89)  Acct: 6.27 (6.07)  time: 0.4079  data: 0.0002
[11-16 15:03:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.37  Lm: 5.996 (6.001)  Lt: 5.383 (5.389)  Accm: 3.96 (3.91)  Acct: 6.18 (6.08)  time: 0.4036  data: 0.0002
[11-16 15:03:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.37  Lm: 5.986 (6.004)  Lt: 5.396 (5.401)  Accm: 3.80 (3.82)  Acct: 5.92 (5.88)  time: 0.4036  data: 0.0002
[11-16 15:03:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.37  Lm: 5.973 (5.988)  Lt: 5.362 (5.367)  Accm: 3.91 (3.92)  Acct: 6.02 (5.95)  time: 0.4036  data: 0.0002
[11-16 15:03:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00014  tnm: 0.37  Lm: 5.991 (6.007)  Lt: 5.391 (5.411)  Accm: 4.01 (3.90)  Acct: 5.82 (5.88)  time: 0.4036  data: 0.0002
[11-16 15:06:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 5.984 (5.999)  Lt: 5.392 (5.407)  Accm: 3.98 (3.90)  Acct: 5.77 (5.81)  time: 0.4546  data: 0.0015
[11-16 15:06:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  55/350]   Total time:      0:11:52   (0.427 s / it)
[11-16 15:06:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.005 (6.002)  Lt: 5.398 (5.395)  Accm: 3.98 (3.94)  Acct: 6.20 (6.10)  time: 0.4546  data: 0.0021
[11-16 15:06:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 6.016 (6.011)  Lt: 5.423 (5.409)  Accm: 3.51 (3.76)  Acct: 5.46 (5.80)  time: 0.4546  data: 0.0017
[11-16 15:06:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  55/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.37  Lm: 5.955 (5.970)  Lt: 5.332 (5.347)  Accm: 3.98 (3.98)  Acct: 6.08 (6.01)  time: 0.4546  data: 0.0016
[11-16 15:06:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  55/350]   Total time:      0:11:52   (0.427 s / it)
[11-16 15:06:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  55/350]   Total time:      0:11:52   (0.427 s / it)
[11-16 15:06:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  55/350]   Total time:      0:11:52   (0.427 s / it)
[11-16 15:06:34] (/home/user/VAR/train.py , line 276)=>      [ep55]  (training )  Lm: 6.027 (6.031), Lt: 5.424 (5.431),  Acc m&t: 3.77 5.71,  Remain: 2 days, 8:57:40,  Finish: 2024-11-18 08:04
[11-16 15:06:34] (/home/user/VAR/train.py , line 276)=>      [ep55]  (training )  Lm: 6.027 (6.031), Lt: 5.424 (5.431),  Acc m&t: 3.77 5.71,  Remain: 2 days, 9:00:19,  Finish: 2024-11-18 08:06
[11-16 15:06:34] (/home/user/VAR/train.py , line 276)=>      [ep55]  (training )  Lm: 6.027 (6.031), Lt: 5.424 (5.431),  Acc m&t: 3.77 5.71,  Remain: 2 days, 8:59:34,  Finish: 2024-11-18 08:06
[11-16 15:06:34] (/home/user/VAR/train.py , line 276)=>      [ep55]  (training )  Lm: 6.027 (6.031), Lt: 5.424 (5.431),  Acc m&t: 3.77 5.71,  Remain: 2 days, 8:58:12,  Finish: 2024-11-18 08:04
[11-16 15:06:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [   0/1669]  eta: 0:10:12  tlr: 0.00014  tnm: 0.33  Lm: 6.115 (6.115)  Lt: 5.520 (5.520)  Accm: 3.65 (3.65)  Acct: 5.53 (5.53)  time: 0.3671  data: 0.0004
[11-16 15:06:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [   0/1669]  eta: 0:10:13  tlr: 0.00014  tnm: 0.33  Lm: 6.140 (6.140)  Lt: 5.562 (5.562)  Accm: 3.21 (3.21)  Acct: 4.65 (4.65)  time: 0.3673  data: 0.0004
[11-16 15:06:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [   0/1669]  eta: 0:10:13  tlr: 0.00014  tnm: 0.33  Lm: 6.160 (6.160)  Lt: 5.599 (5.599)  Accm: 3.34 (3.34)  Acct: 4.94 (4.94)  time: 0.3676  data: 0.0003
[11-16 15:06:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [   0/1669]  eta: 0:10:12  tlr: 0.00014  tnm: 0.33  Lm: 5.905 (5.905)  Lt: 5.317 (5.317)  Accm: 4.01 (4.01)  Acct: 5.70 (5.70)  time: 0.3669  data: 0.0003
[11-16 15:09:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00014  tnm: 0.35  Lm: 5.938 (5.938)  Lt: 5.345 (5.345)  Accm: 3.95 (3.95)  Acct: 5.86 (5.86)  time: 0.4046  data: 0.0002
[11-16 15:09:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00014  tnm: 0.35  Lm: 6.050 (6.050)  Lt: 5.468 (5.468)  Accm: 3.58 (3.58)  Acct: 5.34 (5.34)  time: 0.4046  data: 0.0002
[11-16 15:09:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00014  tnm: 0.35  Lm: 6.132 (6.132)  Lt: 5.538 (5.538)  Accm: 3.45 (3.45)  Acct: 5.23 (5.23)  time: 0.4046  data: 0.0002
[11-16 15:09:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00014  tnm: 0.35  Lm: 6.139 (6.139)  Lt: 5.561 (5.561)  Accm: 3.61 (3.61)  Acct: 5.45 (5.45)  time: 0.4046  data: 0.0002
[11-16 15:12:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00014  tnm: 0.34  Lm: 6.118 (6.065)  Lt: 5.522 (5.475)  Accm: 3.88 (3.80)  Acct: 5.96 (5.66)  time: 0.4070  data: 0.0002
[11-16 15:12:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00014  tnm: 0.34  Lm: 6.026 (6.042)  Lt: 5.425 (5.453)  Accm: 3.72 (3.62)  Acct: 5.48 (5.38)  time: 0.4070  data: 0.0002
[11-16 15:12:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00014  tnm: 0.34  Lm: 6.115 (6.085)  Lt: 5.520 (5.496)  Accm: 3.65 (3.57)  Acct: 5.53 (5.34)  time: 0.4070  data: 0.0002
[11-16 15:12:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00014  tnm: 0.34  Lm: 5.910 (5.929)  Lt: 5.317 (5.323)  Accm: 4.01 (4.10)  Acct: 6.03 (6.11)  time: 0.4070  data: 0.0002
[11-16 15:15:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.33  Lm: 5.937 (5.938)  Lt: 5.345 (5.339)  Accm: 3.95 (4.01)  Acct: 5.86 (5.90)  time: 0.3986  data: 0.0002
[11-16 15:15:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.33  Lm: 6.101 (6.069)  Lt: 5.509 (5.480)  Accm: 3.72 (3.74)  Acct: 5.60 (5.56)  time: 0.3986  data: 0.0002
[11-16 15:15:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.33  Lm: 6.081 (6.075)  Lt: 5.492 (5.488)  Accm: 3.60 (3.57)  Acct: 5.52 (5.38)  time: 0.3986  data: 0.0002
[11-16 15:15:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00014  tnm: 0.33  Lm: 6.045 (6.048)  Lt: 5.432 (5.450)  Accm: 3.61 (3.59)  Acct: 5.40 (5.37)  time: 0.3986  data: 0.0002
[11-16 15:18:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.40  Lm: 6.026 (6.035)  Lt: 5.425 (5.438)  Accm: 3.72 (3.64)  Acct: 5.48 (5.45)  time: 0.4415  data: 0.0020
[11-16 15:18:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  56/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 15:18:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.40  Lm: 6.083 (6.067)  Lt: 5.495 (5.475)  Accm: 3.55 (3.70)  Acct: 5.27 (5.50)  time: 0.4415  data: 0.0015
[11-16 15:18:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.40  Lm: 6.047 (6.048)  Lt: 5.464 (5.456)  Accm: 3.65 (3.71)  Acct: 5.53 (5.63)  time: 0.4415  data: 0.0016
[11-16 15:18:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  56/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00014  tnm: 0.40  Lm: 5.963 (5.943)  Lt: 5.361 (5.344)  Accm: 3.90 (3.99)  Acct: 5.75 (5.87)  time: 0.4415  data: 0.0015
[11-16 15:18:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  56/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 15:18:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  56/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 15:18:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  56/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 15:18:22] (/home/user/VAR/train.py , line 276)=>      [ep56]  (training )  Lm: 6.027 (6.027), Lt: 5.424 (5.426),  Acc m&t: 3.78 5.71,  Remain: 2 days, 8:31:44,  Finish: 2024-11-18 07:50
[11-16 15:18:22] (/home/user/VAR/train.py , line 276)=>      [ep56]  (training )  Lm: 6.027 (6.027), Lt: 5.424 (5.426),  Acc m&t: 3.78 5.71,  Remain: 2 days, 8:31:27,  Finish: 2024-11-18 07:49
[11-16 15:18:22] (/home/user/VAR/train.py , line 276)=>      [ep56]  (training )  Lm: 6.027 (6.027), Lt: 5.424 (5.426),  Acc m&t: 3.78 5.71,  Remain: 2 days, 8:29:34,  Finish: 2024-11-18 07:47
[11-16 15:18:22] (/home/user/VAR/train.py , line 276)=>      [ep56]  (training )  Lm: 6.027 (6.027), Lt: 5.424 (5.426),  Acc m&t: 3.78 5.71,  Remain: 2 days, 8:31:34,  Finish: 2024-11-18 07:49
[11-16 15:18:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [   0/1669]  eta: 0:09:17  tlr: 0.00014  tnm: 0.35  Lm: 5.989 (5.989)  Lt: 5.414 (5.414)  Accm: 3.87 (3.87)  Acct: 5.75 (5.75)  time: 0.3341  data: 0.0003
[11-16 15:18:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [   0/1669]  eta: 0:09:18  tlr: 0.00014  tnm: 0.35  Lm: 6.151 (6.151)  Lt: 5.546 (5.546)  Accm: 3.50 (3.50)  Acct: 5.51 (5.51)  time: 0.3347  data: 0.0004
[11-16 15:18:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [   0/1669]  eta: 0:09:15  tlr: 0.00014  tnm: 0.35  Lm: 6.065 (6.065)  Lt: 5.480 (5.480)  Accm: 3.65 (3.65)  Acct: 5.66 (5.66)  time: 0.3328  data: 0.0003
[11-16 15:18:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [   0/1669]  eta: 0:09:19  tlr: 0.00014  tnm: 0.35  Lm: 5.975 (5.975)  Lt: 5.346 (5.346)  Accm: 3.92 (3.92)  Acct: 5.73 (5.73)  time: 0.3352  data: 0.0003
[11-16 15:21:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [ 417/1669]  eta: 0:08:34  tlr: 0.00013  tnm: 0.36  Lm: 6.032 (6.032)  Lt: 5.432 (5.432)  Accm: 3.83 (3.83)  Acct: 5.61 (5.61)  time: 0.4035  data: 0.0002
[11-16 15:21:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [ 417/1669]  eta: 0:08:34  tlr: 0.00013  tnm: 0.36  Lm: 6.061 (6.061)  Lt: 5.468 (5.468)  Accm: 3.66 (3.66)  Acct: 5.61 (5.61)  time: 0.4034  data: 0.0002
[11-16 15:21:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [ 417/1669]  eta: 0:08:34  tlr: 0.00013  tnm: 0.36  Lm: 6.073 (6.073)  Lt: 5.447 (5.447)  Accm: 3.80 (3.80)  Acct: 5.84 (5.84)  time: 0.4035  data: 0.0002
[11-16 15:21:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [ 417/1669]  eta: 0:08:34  tlr: 0.00013  tnm: 0.36  Lm: 6.026 (6.026)  Lt: 5.435 (5.435)  Accm: 3.81 (3.81)  Acct: 5.71 (5.71)  time: 0.4035  data: 0.0002
[11-16 15:24:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [ 834/1669]  eta: 0:05:46  tlr: 0.00013  tnm: 0.38  Lm: 6.047 (6.033)  Lt: 5.449 (5.440)  Accm: 3.76 (3.75)  Acct: 5.66 (5.61)  time: 0.4062  data: 0.0002
[11-16 15:24:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [ 834/1669]  eta: 0:05:46  tlr: 0.00013  tnm: 0.38  Lm: 5.975 (5.989)  Lt: 5.346 (5.368)  Accm: 3.92 (4.04)  Acct: 5.73 (6.08)  time: 0.4062  data: 0.0002
[11-16 15:24:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [ 834/1669]  eta: 0:05:46  tlr: 0.00013  tnm: 0.38  Lm: 6.065 (6.071)  Lt: 5.435 (5.443)  Accm: 3.60 (3.73)  Acct: 5.61 (5.76)  time: 0.4062  data: 0.0002
[11-16 15:24:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [ 834/1669]  eta: 0:05:46  tlr: 0.00013  tnm: 0.38  Lm: 6.057 (6.030)  Lt: 5.456 (5.434)  Accm: 3.68 (3.84)  Acct: 5.66 (5.89)  time: 0.4062  data: 0.0003
[11-16 15:27:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00013  tnm: 0.36  Lm: 6.061 (6.048)  Lt: 5.468 (5.456)  Accm: 3.66 (3.76)  Acct: 5.61 (5.74)  time: 0.3991  data: 0.0002
[11-16 15:27:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00013  tnm: 0.36  Lm: 6.032 (6.014)  Lt: 5.427 (5.403)  Accm: 3.83 (3.89)  Acct: 5.61 (5.88)  time: 0.3991  data: 0.0002
[11-16 15:27:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00013  tnm: 0.36  Lm: 6.055 (6.050)  Lt: 5.452 (5.448)  Accm: 3.69 (3.68)  Acct: 5.54 (5.56)  time: 0.3991  data: 0.0002
[11-16 15:27:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00013  tnm: 0.36  Lm: 6.036 (6.055)  Lt: 5.406 (5.426)  Accm: 3.73 (3.76)  Acct: 5.70 (5.77)  time: 0.3991  data: 0.0002
[11-16 15:30:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 6.007 (6.044)  Lt: 5.405 (5.422)  Accm: 3.74 (3.76)  Acct: 5.66 (5.75)  time: 0.4012  data: 0.0018
[11-16 15:30:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  57/350]   Total time:      0:11:38   (0.418 s / it)
[11-16 15:30:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 6.021 (6.015)  Lt: 5.454 (5.413)  Accm: 3.90 (3.89)  Acct: 5.72 (5.85)  time: 0.4012  data: 0.0015
[11-16 15:30:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 6.057 (6.044)  Lt: 5.456 (5.452)  Accm: 3.68 (3.75)  Acct: 5.56 (5.70)  time: 0.4012  data: 0.0019
[11-16 15:30:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  57/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 6.047 (6.042)  Lt: 5.449 (5.435)  Accm: 3.76 (3.75)  Acct: 5.66 (5.66)  time: 0.4012  data: 0.0014
[11-16 15:30:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  57/350]   Total time:      0:11:38   (0.418 s / it)
[11-16 15:30:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  57/350]   Total time:      0:11:38   (0.418 s / it)
[11-16 15:30:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  57/350]   Total time:      0:11:38   (0.418 s / it)
[11-16 15:30:00] (/home/user/VAR/train.py , line 276)=>      [ep57]  (training )  Lm: 6.015 (6.015), Lt: 5.408 (5.408),  Acc m&t: 3.82 5.82,  Remain: 2 days, 7:47:44,  Finish: 2024-11-18 07:17
[11-16 15:30:00] (/home/user/VAR/train.py , line 276)=>      [ep57]  (training )  Lm: 6.015 (6.015), Lt: 5.408 (5.408),  Acc m&t: 3.82 5.82,  Remain: 2 days, 7:49:06,  Finish: 2024-11-18 07:19
[11-16 15:30:00] (/home/user/VAR/train.py , line 276)=>      [ep57]  (training )  Lm: 6.015 (6.015), Lt: 5.408 (5.408),  Acc m&t: 3.82 5.82,  Remain: 2 days, 7:49:10,  Finish: 2024-11-18 07:19
[11-16 15:30:00] (/home/user/VAR/train.py , line 276)=>      [ep57]  (training )  Lm: 6.015 (6.015), Lt: 5.408 (5.408),  Acc m&t: 3.82 5.82,  Remain: 2 days, 7:48:36,  Finish: 2024-11-18 07:18
[11-16 15:30:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [   0/1669]  eta: 0:10:32  tlr: 0.00013  tnm: 0.37  Lm: 6.032 (6.032)  Lt: 5.453 (5.453)  Accm: 3.80 (3.80)  Acct: 5.72 (5.72)  time: 0.3792  data: 0.0004
[11-16 15:30:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [   0/1669]  eta: 0:10:30  tlr: 0.00013  tnm: 0.37  Lm: 6.109 (6.109)  Lt: 5.487 (5.487)  Accm: 3.42 (3.42)  Acct: 5.29 (5.29)  time: 0.3778  data: 0.0004
[11-16 15:30:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [   0/1669]  eta: 0:10:32  tlr: 0.00013  tnm: 0.37  Lm: 6.064 (6.064)  Lt: 5.430 (5.430)  Accm: 3.80 (3.80)  Acct: 6.03 (6.03)  time: 0.3787  data: 0.0003
[11-16 15:30:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [   0/1669]  eta: 0:10:31  tlr: 0.00013  tnm: 0.37  Lm: 6.029 (6.029)  Lt: 5.426 (5.426)  Accm: 3.53 (3.53)  Acct: 5.32 (5.32)  time: 0.3783  data: 0.0004
[11-16 15:33:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [ 417/1669]  eta: 0:09:02  tlr: 0.00013  tnm: 0.35  Lm: 6.080 (6.080)  Lt: 5.476 (5.476)  Accm: 3.41 (3.41)  Acct: 4.96 (4.96)  time: 0.4456  data: 0.0002
[11-16 15:33:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [ 417/1669]  eta: 0:09:02  tlr: 0.00013  tnm: 0.35  Lm: 5.941 (5.941)  Lt: 5.350 (5.350)  Accm: 4.03 (4.03)  Acct: 6.18 (6.18)  time: 0.4456  data: 0.0002
[11-16 15:33:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [ 417/1669]  eta: 0:09:02  tlr: 0.00013  tnm: 0.35  Lm: 6.083 (6.083)  Lt: 5.472 (5.472)  Accm: 3.67 (3.67)  Acct: 5.72 (5.72)  time: 0.4456  data: 0.0002
[11-16 15:33:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [ 417/1669]  eta: 0:09:02  tlr: 0.00013  tnm: 0.35  Lm: 6.115 (6.115)  Lt: 5.503 (5.503)  Accm: 3.34 (3.34)  Acct: 5.25 (5.25)  time: 0.4456  data: 0.0002
[11-16 15:35:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00013  tnm: 0.38  Lm: 6.109 (6.063)  Lt: 5.487 (5.457)  Accm: 3.42 (3.49)  Acct: 5.29 (5.37)  time: 0.4038  data: 0.0002
[11-16 15:35:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00013  tnm: 0.38  Lm: 5.972 (5.951)  Lt: 5.408 (5.369)  Accm: 4.05 (4.04)  Acct: 6.03 (6.13)  time: 0.4038  data: 0.0002
[11-16 15:35:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00013  tnm: 0.38  Lm: 6.064 (6.014)  Lt: 5.430 (5.393)  Accm: 3.80 (3.89)  Acct: 6.03 (6.04)  time: 0.4038  data: 0.0002
[11-16 15:35:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00013  tnm: 0.38  Lm: 6.029 (6.054)  Lt: 5.426 (5.455)  Accm: 3.53 (3.63)  Acct: 5.32 (5.22)  time: 0.4038  data: 0.0002
[11-16 15:38:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.35  Lm: 6.068 (6.067)  Lt: 5.476 (5.475)  Accm: 3.51 (3.59)  Acct: 5.30 (5.23)  time: 0.4460  data: 0.0002
[11-16 15:38:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.35  Lm: 6.059 (6.050)  Lt: 5.426 (5.430)  Accm: 3.61 (3.66)  Acct: 5.45 (5.64)  time: 0.4460  data: 0.0002
[11-16 15:38:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.35  Lm: 5.928 (5.935)  Lt: 5.343 (5.346)  Accm: 4.03 (4.03)  Acct: 5.99 (6.09)  time: 0.4460  data: 0.0002
[11-16 15:38:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.35  Lm: 6.020 (6.004)  Lt: 5.402 (5.388)  Accm: 3.88 (3.90)  Acct: 5.91 (5.98)  time: 0.4460  data: 0.0002
[11-16 15:41:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.39  Lm: 6.044 (6.012)  Lt: 5.425 (5.396)  Accm: 3.80 (3.84)  Acct: 5.79 (5.85)  time: 0.4089  data: 0.0015
[11-16 15:41:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  58/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 15:41:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.39  Lm: 5.972 (5.956)  Lt: 5.408 (5.366)  Accm: 4.01 (3.98)  Acct: 5.96 (5.96)  time: 0.4089  data: 0.0020
[11-16 15:41:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.39  Lm: 6.060 (6.052)  Lt: 5.468 (5.437)  Accm: 3.71 (3.67)  Acct: 5.61 (5.68)  time: 0.4089  data: 0.0021
[11-16 15:41:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  58/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.39  Lm: 6.029 (6.046)  Lt: 5.426 (5.450)  Accm: 3.53 (3.63)  Acct: 5.32 (5.40)  time: 0.4089  data: 0.0017
[11-16 15:41:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  58/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 15:41:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  58/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 15:41:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  58/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 15:41:45] (/home/user/VAR/train.py , line 276)=>      [ep58]  (training )  Lm: 6.015 (6.018), Lt: 5.408 (5.415),  Acc m&t: 3.82 5.82,  Remain: 2 days, 7:47:58,  Finish: 2024-11-18 07:29
[11-16 15:41:45] (/home/user/VAR/train.py , line 276)=>      [ep58]  (training )  Lm: 6.015 (6.018), Lt: 5.408 (5.415),  Acc m&t: 3.82 5.82,  Remain: 2 days, 7:49:08,  Finish: 2024-11-18 07:30
[11-16 15:41:45] (/home/user/VAR/train.py , line 276)=>      [ep58]  (training )  Lm: 6.015 (6.018), Lt: 5.408 (5.415),  Acc m&t: 3.82 5.82,  Remain: 2 days, 7:50:25,  Finish: 2024-11-18 07:32
[11-16 15:41:45] (/home/user/VAR/train.py , line 276)=>      [ep58]  (training )  Lm: 6.015 (6.018), Lt: 5.408 (5.415),  Acc m&t: 3.82 5.82,  Remain: 2 days, 7:48:25,  Finish: 2024-11-18 07:30
[11-16 15:41:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [   0/1669]  eta: 0:10:07  tlr: 0.00013  tnm: 0.34  Lm: 6.016 (6.016)  Lt: 5.394 (5.394)  Accm: 3.85 (3.85)  Acct: 5.63 (5.63)  time: 0.3639  data: 0.0004
[11-16 15:41:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [   0/1669]  eta: 0:10:07  tlr: 0.00013  tnm: 0.34  Lm: 6.044 (6.044)  Lt: 5.491 (5.491)  Accm: 3.88 (3.88)  Acct: 5.60 (5.60)  time: 0.3639  data: 0.0004
[11-16 15:41:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [   0/1669]  eta: 0:10:06  tlr: 0.00013  tnm: 0.34  Lm: 5.960 (5.960)  Lt: 5.356 (5.356)  Accm: 3.89 (3.89)  Acct: 5.68 (5.68)  time: 0.3637  data: 0.0004
[11-16 15:41:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [   0/1669]  eta: 0:10:08  tlr: 0.00013  tnm: 0.34  Lm: 6.019 (6.019)  Lt: 5.362 (5.362)  Accm: 3.63 (3.63)  Acct: 5.48 (5.48)  time: 0.3647  data: 0.0003
[11-16 15:44:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00013  tnm: 0.38  Lm: 5.998 (5.998)  Lt: 5.347 (5.347)  Accm: 3.80 (3.80)  Acct: 5.86 (5.86)  time: 0.4448  data: 0.0002
[11-16 15:44:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00013  tnm: 0.38  Lm: 5.949 (5.949)  Lt: 5.324 (5.324)  Accm: 4.13 (4.13)  Acct: 6.28 (6.28)  time: 0.4448  data: 0.0002
[11-16 15:44:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00013  tnm: 0.38  Lm: 5.962 (5.962)  Lt: 5.381 (5.381)  Accm: 4.06 (4.06)  Acct: 6.01 (6.01)  time: 0.4448  data: 0.0002
[11-16 15:44:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00013  tnm: 0.38  Lm: 5.994 (5.994)  Lt: 5.402 (5.402)  Accm: 3.84 (3.84)  Acct: 5.74 (5.74)  time: 0.4448  data: 0.0002
[11-16 15:47:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00013  tnm: 0.34  Lm: 6.027 (6.013)  Lt: 5.448 (5.430)  Accm: 3.80 (3.76)  Acct: 5.68 (5.43)  time: 0.4054  data: 0.0002
[11-16 15:47:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00013  tnm: 0.34  Lm: 5.962 (5.954)  Lt: 5.346 (5.332)  Accm: 4.01 (4.09)  Acct: 6.40 (6.32)  time: 0.4054  data: 0.0002
[11-16 15:47:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00013  tnm: 0.34  Lm: 6.010 (6.002)  Lt: 5.362 (5.365)  Accm: 3.63 (3.73)  Acct: 5.48 (5.66)  time: 0.4053  data: 0.0002
[11-16 15:47:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00013  tnm: 0.34  Lm: 6.043 (5.989)  Lt: 5.434 (5.398)  Accm: 3.88 (3.92)  Acct: 5.60 (5.83)  time: 0.4053  data: 0.0002
[11-16 15:50:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.33  Lm: 6.041 (6.001)  Lt: 5.434 (5.407)  Accm: 3.75 (3.81)  Acct: 5.53 (5.65)  time: 0.4464  data: 0.0002
[11-16 15:50:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.33  Lm: 5.989 (5.978)  Lt: 5.370 (5.362)  Accm: 3.96 (4.04)  Acct: 6.17 (6.23)  time: 0.4464  data: 0.0002
[11-16 15:50:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.33  Lm: 6.015 (6.008)  Lt: 5.382 (5.378)  Accm: 3.66 (3.72)  Acct: 5.74 (5.75)  time: 0.4464  data: 0.0002
[11-16 15:50:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.33  Lm: 5.994 (5.999)  Lt: 5.404 (5.412)  Accm: 3.84 (3.86)  Acct: 5.74 (5.65)  time: 0.4464  data: 0.0002
[11-16 15:53:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 6.027 (6.010)  Lt: 5.448 (5.421)  Accm: 3.80 (3.77)  Acct: 5.68 (5.59)  time: 0.4540  data: 0.0015
[11-16 15:53:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  59/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 15:53:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 5.962 (5.958)  Lt: 5.346 (5.340)  Accm: 4.01 (4.11)  Acct: 6.40 (6.27)  time: 0.4540  data: 0.0018
[11-16 15:53:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 6.019 (6.018)  Lt: 5.402 (5.395)  Accm: 3.68 (3.71)  Acct: 5.58 (5.72)  time: 0.4540  data: 0.0017
[11-16 15:53:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  59/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 6.039 (6.009)  Lt: 5.434 (5.409)  Accm: 3.74 (3.80)  Acct: 5.60 (5.64)  time: 0.4540  data: 0.0020
[11-16 15:53:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  59/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 15:53:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  59/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 15:53:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  59/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 15:55:34] (home/user/VAR/trainer.py, line 113)=> FID: 10.791888969700267
[11-16 15:55:35] (/home/user/VAR/train.py , line 259)=>  [*] [ep59]  (val 50000)  Lm: 6.0158, Lt: 5.4096, Acc m&t: 3.80 5.76,  Val cost: 122.11s
[11-16 15:55:35] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-16 15:55:55] (/home/user/VAR/train.py , line 276)=>      [ep59]  (training )  Lm: 6.015 (6.016), Lt: 5.408 (5.410),  Acc m&t: 3.82 5.82,  Remain: 2 days, 7:37:22,  Finish: 2024-11-18 07:30
[11-16 15:55:55] (/home/user/VAR/train.py , line 276)=>      [ep59]  (training )  Lm: 6.015 (6.016), Lt: 5.408 (5.410),  Acc m&t: 3.82 5.82,  Remain: 2 days, 7:39:28,  Finish: 2024-11-18 07:33
[11-16 15:55:55] (/home/user/VAR/train.py , line 276)=>      [ep59]  (training )  Lm: 6.015 (6.016), Lt: 5.408 (5.410),  Acc m&t: 3.82 5.82,  Remain: 2 days, 7:37:03,  Finish: 2024-11-18 07:30
[11-16 15:55:55] (/home/user/VAR/train.py , line 276)=>      [ep59]  (training )  Lm: 6.015 (6.016), Lt: 5.408 (5.410),  Acc m&t: 3.82 5.82,  Remain: 2 days, 7:38:57,  Finish: 2024-11-18 07:32
[11-16 15:55:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [   0/1669]  eta: 0:10:20  tlr: 0.00013  tnm: 0.36  Lm: 6.037 (6.037)  Lt: 5.425 (5.425)  Accm: 3.56 (3.56)  Acct: 5.51 (5.51)  time: 0.3716  data: 0.0004
[11-16 15:55:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [   0/1669]  eta: 0:10:19  tlr: 0.00013  tnm: 0.36  Lm: 6.121 (6.121)  Lt: 5.517 (5.517)  Accm: 3.29 (3.29)  Acct: 5.13 (5.13)  time: 0.3712  data: 0.0004
[11-16 15:55:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [   0/1669]  eta: 0:10:20  tlr: 0.00013  tnm: 0.36  Lm: 6.109 (6.109)  Lt: 5.527 (5.527)  Accm: 3.58 (3.58)  Acct: 5.48 (5.48)  time: 0.3721  data: 0.0004
[11-16 15:55:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [   0/1669]  eta: 0:10:20  tlr: 0.00013  tnm: 0.36  Lm: 5.990 (5.990)  Lt: 5.342 (5.342)  Accm: 3.89 (3.89)  Acct: 6.23 (6.23)  time: 0.3719  data: 0.0004
[11-16 15:58:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [ 417/1669]  eta: 0:08:41  tlr: 0.00013  tnm: 0.42  Lm: 6.057 (6.057)  Lt: 5.412 (5.412)  Accm: 3.77 (3.77)  Acct: 6.20 (6.20)  time: 0.4049  data: 0.0002
[11-16 15:58:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [ 417/1669]  eta: 0:08:41  tlr: 0.00013  tnm: 0.42  Lm: 6.036 (6.036)  Lt: 5.461 (5.461)  Accm: 3.81 (3.81)  Acct: 5.89 (5.89)  time: 0.4049  data: 0.0002
[11-16 15:58:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [ 417/1669]  eta: 0:08:41  tlr: 0.00013  tnm: 0.42  Lm: 6.077 (6.077)  Lt: 5.466 (5.466)  Accm: 3.74 (3.74)  Acct: 5.84 (5.84)  time: 0.4049  data: 0.0002
[11-16 15:58:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [ 417/1669]  eta: 0:08:41  tlr: 0.00013  tnm: 0.42  Lm: 6.010 (6.010)  Lt: 5.384 (5.384)  Accm: 3.83 (3.83)  Acct: 5.92 (5.92)  time: 0.4049  data: 0.0002
[11-16 16:01:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00013  tnm: 0.37  Lm: 6.020 (6.013)  Lt: 5.385 (5.384)  Accm: 3.72 (3.79)  Acct: 5.63 (5.83)  time: 0.4006  data: 0.0002
[11-16 16:01:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00013  tnm: 0.37  Lm: 6.088 (6.053)  Lt: 5.478 (5.466)  Accm: 3.58 (3.68)  Acct: 5.48 (5.67)  time: 0.4006  data: 0.0002
[11-16 16:01:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00013  tnm: 0.37  Lm: 6.114 (6.076)  Lt: 5.482 (5.462)  Accm: 3.70 (3.74)  Acct: 6.16 (5.97)  time: 0.4007  data: 0.0002
[11-16 16:01:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00013  tnm: 0.37  Lm: 6.044 (6.066)  Lt: 5.442 (5.458)  Accm: 3.45 (3.64)  Acct: 5.37 (5.68)  time: 0.4007  data: 0.0002
[11-16 16:04:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00013  tnm: 0.33  Lm: 6.038 (6.036)  Lt: 5.428 (5.422)  Accm: 3.73 (3.74)  Acct: 5.67 (5.75)  time: 0.4866  data: 0.0002
[11-16 16:04:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00013  tnm: 0.33  Lm: 6.052 (6.046)  Lt: 5.433 (5.442)  Accm: 3.80 (3.80)  Acct: 6.04 (5.96)  time: 0.4866  data: 0.0002
[11-16 16:04:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00013  tnm: 0.33  Lm: 6.093 (6.064)  Lt: 5.478 (5.469)  Accm: 3.51 (3.62)  Acct: 5.42 (5.60)  time: 0.4866  data: 0.0002
[11-16 16:04:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00013  tnm: 0.33  Lm: 6.028 (6.048)  Lt: 5.405 (5.436)  Accm: 3.64 (3.69)  Acct: 5.57 (5.66)  time: 0.4866  data: 0.0002
[11-16 16:07:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.43  Lm: 6.028 (6.044)  Lt: 5.425 (5.438)  Accm: 3.69 (3.69)  Acct: 5.63 (5.67)  time: 0.4057  data: 0.0016
[11-16 16:07:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  60/350]   Total time:      0:11:49   (0.425 s / it)
[11-16 16:07:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.43  Lm: 6.088 (6.063)  Lt: 5.478 (5.463)  Accm: 3.47 (3.59)  Acct: 5.37 (5.52)  time: 0.4057  data: 0.0015
[11-16 16:07:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.43  Lm: 5.992 (6.035)  Lt: 5.384 (5.429)  Accm: 3.70 (3.78)  Acct: 5.92 (5.89)  time: 0.4057  data: 0.0013
[11-16 16:07:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  60/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.43  Lm: 6.032 (6.032)  Lt: 5.415 (5.419)  Accm: 3.61 (3.71)  Acct: 5.66 (5.74)  time: 0.4057  data: 0.0015
[11-16 16:07:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  60/350]   Total time:      0:11:49   (0.425 s / it)
[11-16 16:07:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  60/350]   Total time:      0:11:49   (0.425 s / it)
[11-16 16:07:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  60/350]   Total time:      0:11:49   (0.425 s / it)
[11-16 16:07:45] (/home/user/VAR/train.py , line 276)=>      [ep60]  (training )  Lm: 6.015 (6.025), Lt: 5.408 (5.421),  Acc m&t: 3.82 5.82,  Remain: 2 days, 7:02:21,  Finish: 2024-11-18 07:10
[11-16 16:07:45] (/home/user/VAR/train.py , line 276)=>      [ep60]  (training )  Lm: 6.015 (6.025), Lt: 5.408 (5.421),  Acc m&t: 3.82 5.82,  Remain: 2 days, 7:03:14,  Finish: 2024-11-18 07:10
[11-16 16:07:45] (/home/user/VAR/train.py , line 276)=>      [ep60]  (training )  Lm: 6.015 (6.025), Lt: 5.408 (5.421),  Acc m&t: 3.82 5.82,  Remain: 2 days, 7:02:24,  Finish: 2024-11-18 07:10
[11-16 16:07:45] (/home/user/VAR/train.py , line 276)=>      [ep60]  (training )  Lm: 6.015 (6.025), Lt: 5.408 (5.421),  Acc m&t: 3.82 5.82,  Remain: 2 days, 7:01:33,  Finish: 2024-11-18 07:09
[11-16 16:07:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [   0/1669]  eta: 0:10:18  tlr: 0.00013  tnm: 0.37  Lm: 5.985 (5.985)  Lt: 5.317 (5.317)  Accm: 3.87 (3.87)  Acct: 6.20 (6.20)  time: 0.3704  data: 0.0003
[11-16 16:07:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [   0/1669]  eta: 0:09:46  tlr: 0.00013  tnm: 0.37  Lm: 5.946 (5.946)  Lt: 5.355 (5.355)  Accm: 3.88 (3.88)  Acct: 5.92 (5.92)  time: 0.3515  data: 0.0004
[11-16 16:07:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [   0/1669]  eta: 0:09:47  tlr: 0.00013  tnm: 0.37  Lm: 6.149 (6.149)  Lt: 5.587 (5.587)  Accm: 3.30 (3.30)  Acct: 4.96 (4.96)  time: 0.3518  data: 0.0003
[11-16 16:07:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [   0/1669]  eta: 0:09:47  tlr: 0.00013  tnm: 0.37  Lm: 5.985 (5.985)  Lt: 5.375 (5.375)  Accm: 4.03 (4.03)  Acct: 6.18 (6.18)  time: 0.3517  data: 0.0004
[11-16 16:10:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [ 417/1669]  eta: 0:08:42  tlr: 0.00013  tnm: 0.37  Lm: 5.935 (5.935)  Lt: 5.292 (5.292)  Accm: 4.20 (4.20)  Acct: 6.54 (6.54)  time: 0.4012  data: 0.0002
[11-16 16:10:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [ 417/1669]  eta: 0:08:42  tlr: 0.00013  tnm: 0.37  Lm: 5.981 (5.981)  Lt: 5.343 (5.343)  Accm: 4.00 (4.00)  Acct: 6.17 (6.17)  time: 0.4012  data: 0.0002
[11-16 16:10:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [ 417/1669]  eta: 0:08:42  tlr: 0.00013  tnm: 0.37  Lm: 6.084 (6.084)  Lt: 5.475 (5.475)  Accm: 3.65 (3.65)  Acct: 5.50 (5.50)  time: 0.4012  data: 0.0002
[11-16 16:10:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [ 417/1669]  eta: 0:08:42  tlr: 0.00013  tnm: 0.37  Lm: 6.027 (6.027)  Lt: 5.423 (5.423)  Accm: 3.71 (3.71)  Acct: 5.59 (5.59)  time: 0.4012  data: 0.0002
[11-16 16:13:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00013  tnm: 0.37  Lm: 5.986 (6.013)  Lt: 5.384 (5.410)  Accm: 3.81 (3.74)  Acct: 5.66 (5.61)  time: 0.4042  data: 0.0002
[11-16 16:13:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00013  tnm: 0.37  Lm: 5.985 (6.001)  Lt: 5.368 (5.378)  Accm: 3.93 (3.97)  Acct: 6.15 (6.08)  time: 0.4042  data: 0.0002
[11-16 16:13:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00013  tnm: 0.37  Lm: 6.052 (6.074)  Lt: 5.481 (5.477)  Accm: 3.63 (3.64)  Acct: 5.34 (5.45)  time: 0.4042  data: 0.0002
[11-16 16:13:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00013  tnm: 0.37  Lm: 5.985 (5.953)  Lt: 5.375 (5.331)  Accm: 4.03 (4.12)  Acct: 6.18 (6.34)  time: 0.4042  data: 0.0002
[11-16 16:16:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00013  tnm: 0.36  Lm: 5.987 (5.980)  Lt: 5.391 (5.361)  Accm: 3.99 (4.04)  Acct: 6.05 (6.17)  time: 0.4445  data: 0.0002
[11-16 16:16:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00013  tnm: 0.36  Lm: 6.060 (6.072)  Lt: 5.452 (5.463)  Accm: 3.70 (3.67)  Acct: 5.53 (5.51)  time: 0.4445  data: 0.0002
[11-16 16:16:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00013  tnm: 0.36  Lm: 5.966 (5.995)  Lt: 5.370 (5.393)  Accm: 3.85 (3.82)  Acct: 5.79 (5.77)  time: 0.4445  data: 0.0002
[11-16 16:16:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00013  tnm: 0.36  Lm: 5.981 (5.979)  Lt: 5.343 (5.353)  Accm: 4.03 (4.04)  Acct: 6.17 (6.24)  time: 0.4445  data: 0.0002
[11-16 16:19:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 5.977 (5.972)  Lt: 5.350 (5.353)  Accm: 3.93 (4.01)  Acct: 6.15 (6.14)  time: 0.4425  data: 0.0023
[11-16 16:19:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  61/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 16:19:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 5.986 (5.995)  Lt: 5.384 (5.396)  Accm: 3.81 (3.77)  Acct: 5.66 (5.64)  time: 0.4425  data: 0.0015
[11-16 16:19:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 5.989 (5.983)  Lt: 5.375 (5.355)  Accm: 4.03 (4.05)  Acct: 6.18 (6.20)  time: 0.4425  data: 0.0018
[11-16 16:19:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  61/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 6.052 (6.066)  Lt: 5.423 (5.451)  Accm: 3.77 (3.74)  Acct: 5.72 (5.61)  time: 0.4425  data: 0.0015
[11-16 16:19:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  61/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 16:19:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  61/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 16:19:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  61/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 16:19:29] (/home/user/VAR/train.py , line 276)=>      [ep61]  (training )  Lm: 6.009 (6.009), Lt: 5.402 (5.402),  Acc m&t: 3.84 5.82,  Remain: 2 days, 7:08:12,  Finish: 2024-11-18 07:27
[11-16 16:19:29] (/home/user/VAR/train.py , line 276)=>      [ep61]  (training )  Lm: 6.009 (6.009), Lt: 5.402 (5.402),  Acc m&t: 3.84 5.82,  Remain: 2 days, 7:08:15,  Finish: 2024-11-18 07:27
[11-16 16:19:29] (/home/user/VAR/train.py , line 276)=>      [ep61]  (training )  Lm: 6.009 (6.009), Lt: 5.402 (5.402),  Acc m&t: 3.84 5.82,  Remain: 2 days, 7:06:58,  Finish: 2024-11-18 07:26
[11-16 16:19:29] (/home/user/VAR/train.py , line 276)=>      [ep61]  (training )  Lm: 6.009 (6.009), Lt: 5.402 (5.402),  Acc m&t: 3.84 5.82,  Remain: 2 days, 7:08:12,  Finish: 2024-11-18 07:27
[11-16 16:19:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [   0/1669]  eta: 0:10:13  tlr: 0.00013  tnm: 0.37  Lm: 6.032 (6.032)  Lt: 5.413 (5.413)  Accm: 4.04 (4.04)  Acct: 6.40 (6.40)  time: 0.3675  data: 0.0003
[11-16 16:19:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [   0/1669]  eta: 0:10:13  tlr: 0.00013  tnm: 0.37  Lm: 6.133 (6.133)  Lt: 5.534 (5.534)  Accm: 3.45 (3.45)  Acct: 5.46 (5.46)  time: 0.3674  data: 0.0004
[11-16 16:19:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [   0/1669]  eta: 0:10:13  tlr: 0.00013  tnm: 0.37  Lm: 5.936 (5.936)  Lt: 5.344 (5.344)  Accm: 4.14 (4.14)  Acct: 6.20 (6.20)  time: 0.3673  data: 0.0004
[11-16 16:19:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [   0/1669]  eta: 0:10:13  tlr: 0.00013  tnm: 0.37  Lm: 6.046 (6.046)  Lt: 5.443 (5.443)  Accm: 3.75 (3.75)  Acct: 5.63 (5.63)  time: 0.3678  data: 0.0004
[11-16 16:22:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00013  tnm: 0.35  Lm: 6.031 (6.031)  Lt: 5.435 (5.435)  Accm: 3.62 (3.62)  Acct: 5.37 (5.37)  time: 0.4479  data: 0.0002
[11-16 16:22:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00013  tnm: 0.35  Lm: 6.112 (6.112)  Lt: 5.520 (5.520)  Accm: 3.40 (3.40)  Acct: 5.29 (5.29)  time: 0.4479  data: 0.0002
[11-16 16:22:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00013  tnm: 0.35  Lm: 5.943 (5.943)  Lt: 5.323 (5.323)  Accm: 4.18 (4.18)  Acct: 6.29 (6.29)  time: 0.4479  data: 0.0002
[11-16 16:22:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00013  tnm: 0.35  Lm: 5.972 (5.972)  Lt: 5.350 (5.350)  Accm: 3.92 (3.92)  Acct: 5.79 (5.79)  time: 0.4479  data: 0.0002
[11-16 16:25:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00013  tnm: 0.35  Lm: 6.008 (5.997)  Lt: 5.357 (5.386)  Accm: 3.74 (3.86)  Acct: 5.77 (5.79)  time: 0.4052  data: 0.0002
[11-16 16:25:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00013  tnm: 0.35  Lm: 6.032 (5.998)  Lt: 5.413 (5.383)  Accm: 4.04 (4.01)  Acct: 6.18 (6.06)  time: 0.4052  data: 0.0002
[11-16 16:25:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00013  tnm: 0.35  Lm: 6.016 (6.001)  Lt: 5.428 (5.386)  Accm: 3.75 (3.72)  Acct: 5.61 (5.45)  time: 0.4052  data: 0.0002
[11-16 16:25:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00013  tnm: 0.35  Lm: 6.091 (6.038)  Lt: 5.506 (5.438)  Accm: 3.45 (3.71)  Acct: 5.46 (5.64)  time: 0.4052  data: 0.0002
[11-16 16:28:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00013  tnm: 0.37  Lm: 6.035 (6.023)  Lt: 5.453 (5.429)  Accm: 3.68 (3.76)  Acct: 5.65 (5.69)  time: 0.4009  data: 0.0002
[11-16 16:28:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00013  tnm: 0.37  Lm: 6.018 (6.006)  Lt: 5.435 (5.401)  Accm: 3.65 (3.68)  Acct: 5.36 (5.37)  time: 0.4009  data: 0.0002
[11-16 16:28:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00013  tnm: 0.37  Lm: 5.995 (5.988)  Lt: 5.372 (5.370)  Accm: 4.16 (4.08)  Acct: 6.29 (6.23)  time: 0.4009  data: 0.0002
[11-16 16:28:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00013  tnm: 0.37  Lm: 6.015 (6.003)  Lt: 5.402 (5.401)  Accm: 3.78 (3.85)  Acct: 5.69 (5.74)  time: 0.4009  data: 0.0002
[11-16 16:31:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 6.022 (6.013)  Lt: 5.448 (5.412)  Accm: 3.74 (3.81)  Acct: 5.61 (5.68)  time: 0.4530  data: 0.0016
[11-16 16:31:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  62/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 16:31:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 5.979 (6.002)  Lt: 5.400 (5.410)  Accm: 3.91 (3.86)  Acct: 5.84 (5.85)  time: 0.4530  data: 0.0015
[11-16 16:31:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 6.021 (6.027)  Lt: 5.443 (5.428)  Accm: 3.61 (3.67)  Acct: 5.11 (5.32)  time: 0.4530  data: 0.0019
[11-16 16:31:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  62/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 6.032 (5.999)  Lt: 5.413 (5.390)  Accm: 4.04 (3.96)  Acct: 6.18 (5.99)  time: 0.4530  data: 0.0014
[11-16 16:31:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  62/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 16:31:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  62/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 16:31:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  62/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 16:31:14] (/home/user/VAR/train.py , line 276)=>      [ep62]  (training )  Lm: 6.009 (6.012), Lt: 5.402 (5.407),  Acc m&t: 3.84 5.82,  Remain: 2 days, 7:23:20,  Finish: 2024-11-18 07:54
[11-16 16:31:14] (/home/user/VAR/train.py , line 276)=>      [ep62]  (training )  Lm: 6.009 (6.012), Lt: 5.402 (5.407),  Acc m&t: 3.84 5.82,  Remain: 2 days, 7:23:36,  Finish: 2024-11-18 07:54
[11-16 16:31:14] (/home/user/VAR/train.py , line 276)=>      [ep62]  (training )  Lm: 6.009 (6.012), Lt: 5.402 (5.407),  Acc m&t: 3.84 5.82,  Remain: 2 days, 7:29:22,  Finish: 2024-11-18 08:00
[11-16 16:31:14] (/home/user/VAR/train.py , line 276)=>      [ep62]  (training )  Lm: 6.009 (6.012), Lt: 5.402 (5.407),  Acc m&t: 3.84 5.82,  Remain: 2 days, 7:23:37,  Finish: 2024-11-18 07:54
[11-16 16:31:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [   0/1669]  eta: 0:10:20  tlr: 0.00013  tnm: 0.36  Lm: 6.057 (6.057)  Lt: 5.424 (5.424)  Accm: 3.61 (3.61)  Acct: 5.77 (5.77)  time: 0.3718  data: 0.0003
[11-16 16:31:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [   0/1669]  eta: 0:10:21  tlr: 0.00013  tnm: 0.36  Lm: 5.868 (5.868)  Lt: 5.233 (5.233)  Accm: 4.63 (4.63)  Acct: 6.73 (6.73)  time: 0.3721  data: 0.0003
[11-16 16:31:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [   0/1669]  eta: 0:10:20  tlr: 0.00013  tnm: 0.36  Lm: 6.043 (6.043)  Lt: 5.447 (5.447)  Accm: 3.35 (3.35)  Acct: 5.25 (5.25)  time: 0.3720  data: 0.0004
[11-16 16:31:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [   0/1669]  eta: 0:10:21  tlr: 0.00013  tnm: 0.36  Lm: 5.998 (5.998)  Lt: 5.447 (5.447)  Accm: 3.79 (3.79)  Acct: 5.60 (5.60)  time: 0.3721  data: 0.0004
[11-16 16:34:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [ 417/1669]  eta: 0:09:11  tlr: 0.00013  tnm: 0.37  Lm: 5.915 (5.915)  Lt: 5.341 (5.341)  Accm: 4.12 (4.12)  Acct: 6.12 (6.12)  time: 0.4048  data: 0.0002
[11-16 16:34:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [ 417/1669]  eta: 0:09:11  tlr: 0.00013  tnm: 0.37  Lm: 6.026 (6.026)  Lt: 5.415 (5.415)  Accm: 3.93 (3.93)  Acct: 6.11 (6.11)  time: 0.4048  data: 0.0002
[11-16 16:34:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [ 417/1669]  eta: 0:09:11  tlr: 0.00013  tnm: 0.37  Lm: 5.939 (5.939)  Lt: 5.307 (5.307)  Accm: 4.30 (4.30)  Acct: 6.49 (6.49)  time: 0.4048  data: 0.0002
[11-16 16:34:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [ 417/1669]  eta: 0:09:11  tlr: 0.00013  tnm: 0.37  Lm: 6.092 (6.092)  Lt: 5.486 (5.486)  Accm: 3.22 (3.22)  Acct: 4.94 (4.94)  time: 0.4048  data: 0.0002
[11-16 16:37:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [ 834/1669]  eta: 0:05:58  tlr: 0.00013  tnm: 0.33  Lm: 6.043 (6.064)  Lt: 5.447 (5.470)  Accm: 3.35 (3.43)  Acct: 5.25 (5.15)  time: 0.4524  data: 0.0002
[11-16 16:37:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [ 834/1669]  eta: 0:05:58  tlr: 0.00013  tnm: 0.33  Lm: 6.057 (6.044)  Lt: 5.424 (5.449)  Accm: 3.61 (3.80)  Acct: 5.77 (5.79)  time: 0.4524  data: 0.0002
[11-16 16:37:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [ 834/1669]  eta: 0:05:58  tlr: 0.00013  tnm: 0.33  Lm: 5.971 (5.950)  Lt: 5.376 (5.330)  Accm: 3.96 (4.13)  Acct: 6.25 (6.23)  time: 0.4524  data: 0.0002
[11-16 16:37:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [ 834/1669]  eta: 0:05:58  tlr: 0.00013  tnm: 0.33  Lm: 5.998 (5.946)  Lt: 5.404 (5.362)  Accm: 4.09 (4.11)  Acct: 6.27 (6.17)  time: 0.4524  data: 0.0003
[11-16 16:40:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.36  Lm: 5.992 (5.956)  Lt: 5.398 (5.370)  Accm: 4.10 (4.11)  Acct: 6.13 (6.13)  time: 0.3988  data: 0.0002
[11-16 16:40:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.36  Lm: 6.030 (6.034)  Lt: 5.415 (5.438)  Accm: 3.76 (3.83)  Acct: 5.89 (5.84)  time: 0.3988  data: 0.0002
[11-16 16:40:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.36  Lm: 6.026 (6.037)  Lt: 5.443 (5.440)  Accm: 3.60 (3.59)  Acct: 5.41 (5.47)  time: 0.3988  data: 0.0002
[11-16 16:40:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.36  Lm: 5.991 (5.970)  Lt: 5.376 (5.341)  Accm: 3.88 (4.04)  Acct: 6.09 (6.16)  time: 0.3988  data: 0.0002
[11-16 16:43:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.33  Lm: 5.997 (5.975)  Lt: 5.375 (5.348)  Accm: 3.94 (4.02)  Acct: 6.25 (6.18)  time: 0.4052  data: 0.0018
[11-16 16:43:02] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  63/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 16:43:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.33  Lm: 6.008 (6.022)  Lt: 5.439 (5.423)  Accm: 3.85 (3.70)  Acct: 5.58 (5.61)  time: 0.4052  data: 0.0015
[11-16 16:43:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.33  Lm: 5.998 (5.984)  Lt: 5.404 (5.410)  Accm: 4.09 (3.96)  Acct: 5.99 (5.81)  time: 0.4052  data: 0.0014
[11-16 16:43:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  63/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.33  Lm: 6.020 (6.031)  Lt: 5.424 (5.441)  Accm: 3.74 (3.81)  Acct: 5.77 (5.79)  time: 0.4052  data: 0.0016
[11-16 16:43:02] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  63/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 16:43:02] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  63/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 16:43:02] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  63/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 16:43:02] (/home/user/VAR/train.py , line 276)=>      [ep63]  (training )  Lm: 6.009 (6.010), Lt: 5.402 (5.403),  Acc m&t: 3.84 5.82,  Remain: 2 days, 7:00:57,  Finish: 2024-11-18 07:43
[11-16 16:43:02] (/home/user/VAR/train.py , line 276)=>      [ep63]  (training )  Lm: 6.009 (6.010), Lt: 5.402 (5.403),  Acc m&t: 3.84 5.82,  Remain: 2 days, 7:00:43,  Finish: 2024-11-18 07:43
[11-16 16:43:02] (/home/user/VAR/train.py , line 276)=>      [ep63]  (training )  Lm: 6.009 (6.010), Lt: 5.402 (5.403),  Acc m&t: 3.84 5.82,  Remain: 2 days, 7:00:11,  Finish: 2024-11-18 07:43
[11-16 16:43:02] (/home/user/VAR/train.py , line 276)=>      [ep63]  (training )  Lm: 6.009 (6.010), Lt: 5.402 (5.403),  Acc m&t: 3.84 5.82,  Remain: 2 days, 7:00:13,  Finish: 2024-11-18 07:43
[11-16 16:43:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [   0/1669]  eta: 0:09:56  tlr: 0.00013  tnm: 0.36  Lm: 6.025 (6.025)  Lt: 5.394 (5.394)  Accm: 3.78 (3.78)  Acct: 5.82 (5.82)  time: 0.3575  data: 0.0004
[11-16 16:43:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [   0/1669]  eta: 0:09:56  tlr: 0.00013  tnm: 0.36  Lm: 5.806 (5.806)  Lt: 5.128 (5.128)  Accm: 4.37 (4.37)  Acct: 6.70 (6.70)  time: 0.3575  data: 0.0004
[11-16 16:43:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [   0/1669]  eta: 0:09:56  tlr: 0.00013  tnm: 0.36  Lm: 6.146 (6.146)  Lt: 5.519 (5.519)  Accm: 3.19 (3.19)  Acct: 5.23 (5.23)  time: 0.3577  data: 0.0004
[11-16 16:43:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [   0/1669]  eta: 0:09:56  tlr: 0.00013  tnm: 0.36  Lm: 5.929 (5.929)  Lt: 5.320 (5.320)  Accm: 4.27 (4.27)  Acct: 6.39 (6.39)  time: 0.3575  data: 0.0004
[11-16 16:46:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [ 417/1669]  eta: 0:08:56  tlr: 0.00013  tnm: 0.36  Lm: 5.929 (5.929)  Lt: 5.310 (5.310)  Accm: 4.21 (4.21)  Acct: 6.46 (6.46)  time: 0.4111  data: 0.0003
[11-16 16:46:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [ 417/1669]  eta: 0:08:56  tlr: 0.00013  tnm: 0.36  Lm: 5.945 (5.945)  Lt: 5.285 (5.285)  Accm: 4.05 (4.05)  Acct: 6.16 (6.16)  time: 0.4111  data: 0.0002
[11-16 16:46:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [ 417/1669]  eta: 0:08:56  tlr: 0.00013  tnm: 0.36  Lm: 6.078 (6.078)  Lt: 5.443 (5.443)  Accm: 3.57 (3.57)  Acct: 5.73 (5.73)  time: 0.4111  data: 0.0002
[11-16 16:46:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [ 417/1669]  eta: 0:08:56  tlr: 0.00013  tnm: 0.36  Lm: 6.052 (6.052)  Lt: 5.426 (5.426)  Accm: 3.63 (3.63)  Acct: 5.67 (5.67)  time: 0.4111  data: 0.0002
[11-16 16:48:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00013  tnm: 0.40  Lm: 6.025 (6.041)  Lt: 5.415 (5.422)  Accm: 3.78 (3.72)  Acct: 5.77 (5.70)  time: 0.4400  data: 0.0002
[11-16 16:48:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00013  tnm: 0.40  Lm: 5.978 (5.956)  Lt: 5.367 (5.312)  Accm: 3.98 (4.03)  Acct: 6.01 (6.11)  time: 0.4400  data: 0.0002
[11-16 16:48:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00013  tnm: 0.40  Lm: 6.009 (6.029)  Lt: 5.367 (5.400)  Accm: 3.95 (3.72)  Acct: 6.23 (5.93)  time: 0.4400  data: 0.0003
[11-16 16:48:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00013  tnm: 0.40  Lm: 5.929 (5.967)  Lt: 5.320 (5.357)  Accm: 4.16 (4.01)  Acct: 6.39 (6.08)  time: 0.4400  data: 0.0002
[11-16 16:51:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00013  tnm: 0.38  Lm: 5.986 (5.991)  Lt: 5.375 (5.376)  Accm: 3.97 (3.95)  Acct: 6.09 (6.00)  time: 0.4849  data: 0.0002
[11-16 16:51:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00013  tnm: 0.38  Lm: 6.023 (6.024)  Lt: 5.404 (5.405)  Accm: 3.84 (3.78)  Acct: 5.79 (5.79)  time: 0.4849  data: 0.0002
[11-16 16:51:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00013  tnm: 0.38  Lm: 6.065 (6.052)  Lt: 5.443 (5.433)  Accm: 3.57 (3.59)  Acct: 5.73 (5.67)  time: 0.4849  data: 0.0002
[11-16 16:51:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00013  tnm: 0.38  Lm: 6.031 (5.995)  Lt: 5.404 (5.362)  Accm: 3.86 (3.88)  Acct: 5.85 (6.01)  time: 0.4849  data: 0.0002
[11-16 16:54:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 5.999 (5.996)  Lt: 5.373 (5.364)  Accm: 3.73 (3.84)  Acct: 5.70 (5.94)  time: 0.4010  data: 0.0017
[11-16 16:54:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 6.040 (6.049)  Lt: 5.439 (5.434)  Accm: 3.62 (3.60)  Acct: 5.54 (5.65)  time: 0.4010  data: 0.0019
[11-16 16:54:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 6.025 (6.026)  Lt: 5.415 (5.422)  Accm: 3.78 (3.77)  Acct: 5.77 (5.65)  time: 0.4010  data: 0.0018
[11-16 16:54:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  64/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 6.004 (5.994)  Lt: 5.361 (5.373)  Accm: 3.93 (3.95)  Acct: 5.99 (6.00)  time: 0.4010  data: 0.0013
[11-16 16:54:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  64/350]   Total time:      0:11:50   (0.425 s / it)
[11-16 16:54:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  64/350]   Total time:      0:11:50   (0.425 s / it)
[11-16 16:54:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  64/350]   Total time:      0:11:50   (0.425 s / it)
[11-16 16:54:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  64/350]   Total time:      0:11:50   (0.425 s / it)
[11-16 16:54:52] (/home/user/VAR/train.py , line 276)=>      [ep64]  (training )  Lm: 6.009 (6.013), Lt: 5.402 (5.404),  Acc m&t: 3.84 5.82,  Remain: 2 days, 6:17:07,  Finish: 2024-11-18 07:11
[11-16 16:54:52] (/home/user/VAR/train.py , line 276)=>      [ep64]  (training )  Lm: 6.009 (6.013), Lt: 5.402 (5.404),  Acc m&t: 3.84 5.82,  Remain: 2 days, 6:17:30,  Finish: 2024-11-18 07:12
[11-16 16:54:52] (/home/user/VAR/train.py , line 276)=>      [ep64]  (training )  Lm: 6.009 (6.013), Lt: 5.402 (5.404),  Acc m&t: 3.84 5.82,  Remain: 2 days, 6:15:17,  Finish: 2024-11-18 07:10
[11-16 16:54:52] (/home/user/VAR/train.py , line 276)=>      [ep64]  (training )  Lm: 6.009 (6.013), Lt: 5.402 (5.404),  Acc m&t: 3.84 5.82,  Remain: 2 days, 6:16:50,  Finish: 2024-11-18 07:11
[11-16 16:54:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [   0/1669]  eta: 0:10:27  tlr: 0.00013  tnm: 0.36  Lm: 5.837 (5.837)  Lt: 5.204 (5.204)  Accm: 4.29 (4.29)  Acct: 6.32 (6.32)  time: 0.3757  data: 0.0004
[11-16 16:54:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [   0/1669]  eta: 0:10:27  tlr: 0.00013  tnm: 0.36  Lm: 5.997 (5.997)  Lt: 5.391 (5.391)  Accm: 3.65 (3.65)  Acct: 5.56 (5.56)  time: 0.3757  data: 0.0004
[11-16 16:54:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [   0/1669]  eta: 0:10:27  tlr: 0.00013  tnm: 0.36  Lm: 5.990 (5.990)  Lt: 5.383 (5.383)  Accm: 3.96 (3.96)  Acct: 5.99 (5.99)  time: 0.3757  data: 0.0003
[11-16 16:54:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [   0/1669]  eta: 0:10:22  tlr: 0.00013  tnm: 0.36  Lm: 6.032 (6.032)  Lt: 5.435 (5.435)  Accm: 3.61 (3.61)  Acct: 5.63 (5.63)  time: 0.3730  data: 0.0003
[11-16 16:57:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [ 417/1669]  eta: 0:08:41  tlr: 0.00013  tnm: 0.38  Lm: 5.944 (5.944)  Lt: 5.324 (5.324)  Accm: 4.01 (4.01)  Acct: 6.09 (6.09)  time: 0.3990  data: 0.0002
[11-16 16:57:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [ 417/1669]  eta: 0:08:41  tlr: 0.00013  tnm: 0.38  Lm: 6.020 (6.020)  Lt: 5.425 (5.425)  Accm: 3.70 (3.70)  Acct: 5.70 (5.70)  time: 0.3990  data: 0.0002
[11-16 16:57:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [ 417/1669]  eta: 0:08:41  tlr: 0.00013  tnm: 0.38  Lm: 5.932 (5.932)  Lt: 5.312 (5.312)  Accm: 4.15 (4.15)  Acct: 6.36 (6.36)  time: 0.3990  data: 0.0002
[11-16 16:57:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [ 417/1669]  eta: 0:08:41  tlr: 0.00013  tnm: 0.38  Lm: 5.914 (5.914)  Lt: 5.307 (5.307)  Accm: 4.10 (4.10)  Acct: 6.10 (6.10)  time: 0.3990  data: 0.0002
[11-16 17:00:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00013  tnm: 0.36  Lm: 5.935 (5.921)  Lt: 5.340 (5.318)  Accm: 3.94 (4.05)  Acct: 5.87 (5.92)  time: 0.3993  data: 0.0002
[11-16 17:00:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00013  tnm: 0.36  Lm: 5.990 (5.960)  Lt: 5.383 (5.339)  Accm: 3.96 (3.96)  Acct: 5.99 (6.18)  time: 0.3992  data: 0.0002
[11-16 17:00:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00013  tnm: 0.36  Lm: 5.935 (5.941)  Lt: 5.290 (5.313)  Accm: 4.05 (4.02)  Acct: 6.23 (6.14)  time: 0.3993  data: 0.0002
[11-16 17:00:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [ 834/1669]  eta: 0:05:48  tlr: 0.00013  tnm: 0.36  Lm: 5.997 (6.011)  Lt: 5.391 (5.408)  Accm: 3.76 (3.86)  Acct: 5.84 (5.90)  time: 0.3993  data: 0.0002
[11-16 17:03:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.33  Lm: 5.995 (5.982)  Lt: 5.382 (5.386)  Accm: 3.97 (3.95)  Acct: 6.07 (6.03)  time: 0.4460  data: 0.0002
[11-16 17:03:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.33  Lm: 5.964 (5.961)  Lt: 5.375 (5.367)  Accm: 3.92 (3.92)  Acct: 5.72 (5.75)  time: 0.4460  data: 0.0002
[11-16 17:03:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.33  Lm: 5.924 (5.934)  Lt: 5.300 (5.312)  Accm: 4.08 (4.05)  Acct: 6.22 (6.15)  time: 0.4460  data: 0.0002
[11-16 17:03:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.33  Lm: 6.003 (5.991)  Lt: 5.389 (5.377)  Accm: 3.76 (3.82)  Acct: 5.91 (5.97)  time: 0.4460  data: 0.0002
[11-16 17:06:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.35  Lm: 6.017 (5.997)  Lt: 5.383 (5.375)  Accm: 3.63 (3.78)  Acct: 5.82 (5.92)  time: 0.4048  data: 0.0014
[11-16 17:06:40] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  65/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 17:06:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.35  Lm: 5.935 (5.949)  Lt: 5.340 (5.351)  Accm: 3.94 (3.97)  Acct: 5.87 (5.90)  time: 0.4048  data: 0.0021
[11-16 17:06:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.35  Lm: 5.913 (5.924)  Lt: 5.290 (5.304)  Accm: 4.12 (4.08)  Acct: 6.20 (6.15)  time: 0.4048  data: 0.0017
[11-16 17:06:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  65/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.35  Lm: 5.997 (6.007)  Lt: 5.391 (5.406)  Accm: 3.76 (3.89)  Acct: 5.84 (5.93)  time: 0.4048  data: 0.0016
[11-16 17:06:40] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  65/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 17:06:40] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  65/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 17:06:40] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  65/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 17:06:40] (/home/user/VAR/train.py , line 276)=>      [ep65]  (training )  Lm: 6.004 (6.004), Lt: 5.394 (5.394),  Acc m&t: 3.85 5.85,  Remain: 2 days, 6:00:57,  Finish: 2024-11-18 07:07
[11-16 17:06:40] (/home/user/VAR/train.py , line 276)=>      [ep65]  (training )  Lm: 6.004 (6.004), Lt: 5.394 (5.394),  Acc m&t: 3.85 5.85,  Remain: 2 days, 6:01:38,  Finish: 2024-11-18 07:08
[11-16 17:06:40] (/home/user/VAR/train.py , line 276)=>      [ep65]  (training )  Lm: 6.004 (6.004), Lt: 5.394 (5.394),  Acc m&t: 3.85 5.85,  Remain: 2 days, 6:01:05,  Finish: 2024-11-18 07:07
[11-16 17:06:40] (/home/user/VAR/train.py , line 276)=>      [ep65]  (training )  Lm: 6.004 (6.004), Lt: 5.394 (5.394),  Acc m&t: 3.85 5.85,  Remain: 2 days, 6:00:56,  Finish: 2024-11-18 07:07
[11-16 17:06:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [   0/1669]  eta: 0:10:05  tlr: 0.00013  tnm: 0.38  Lm: 6.044 (6.044)  Lt: 5.417 (5.417)  Accm: 3.47 (3.47)  Acct: 4.98 (4.98)  time: 0.3627  data: 0.0004
[11-16 17:06:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [   0/1669]  eta: 0:10:04  tlr: 0.00013  tnm: 0.38  Lm: 6.030 (6.030)  Lt: 5.416 (5.416)  Accm: 3.76 (3.76)  Acct: 5.54 (5.54)  time: 0.3623  data: 0.0003
[11-16 17:06:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [   0/1669]  eta: 0:10:05  tlr: 0.00013  tnm: 0.38  Lm: 6.008 (6.008)  Lt: 5.369 (5.369)  Accm: 4.00 (4.00)  Acct: 6.18 (6.18)  time: 0.3631  data: 0.0003
[11-16 17:06:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [   0/1669]  eta: 0:10:05  tlr: 0.00013  tnm: 0.38  Lm: 6.053 (6.053)  Lt: 5.452 (5.452)  Accm: 3.51 (3.51)  Acct: 5.29 (5.29)  time: 0.3627  data: 0.0003
[11-16 17:09:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00013  tnm: 0.34  Lm: 6.008 (6.008)  Lt: 5.391 (5.391)  Accm: 3.58 (3.58)  Acct: 5.41 (5.41)  time: 0.4012  data: 0.0002
[11-16 17:09:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00013  tnm: 0.34  Lm: 6.036 (6.036)  Lt: 5.419 (5.419)  Accm: 3.67 (3.67)  Acct: 5.53 (5.53)  time: 0.4012  data: 0.0002
[11-16 17:09:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00013  tnm: 0.34  Lm: 5.998 (5.998)  Lt: 5.379 (5.379)  Accm: 4.12 (4.12)  Acct: 6.28 (6.28)  time: 0.4012  data: 0.0002
[11-16 17:09:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00013  tnm: 0.34  Lm: 5.983 (5.983)  Lt: 5.338 (5.338)  Accm: 3.85 (3.85)  Acct: 5.92 (5.92)  time: 0.4012  data: 0.0002
[11-16 17:12:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00013  tnm: 0.34  Lm: 6.030 (6.047)  Lt: 5.416 (5.421)  Accm: 3.76 (3.65)  Acct: 5.54 (5.50)  time: 0.4012  data: 0.0002
[11-16 17:12:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00013  tnm: 0.34  Lm: 6.008 (6.012)  Lt: 5.390 (5.410)  Accm: 4.00 (4.03)  Acct: 6.18 (6.17)  time: 0.4012  data: 0.0002
[11-16 17:12:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00013  tnm: 0.34  Lm: 6.027 (6.015)  Lt: 5.417 (5.403)  Accm: 3.88 (3.76)  Acct: 5.73 (5.60)  time: 0.4012  data: 0.0002
[11-16 17:12:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00013  tnm: 0.34  Lm: 6.053 (6.059)  Lt: 5.452 (5.447)  Accm: 3.53 (3.56)  Acct: 5.29 (5.33)  time: 0.4012  data: 0.0002
[11-16 17:15:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00013  tnm: 0.36  Lm: 6.008 (6.002)  Lt: 5.391 (5.376)  Accm: 3.59 (3.73)  Acct: 5.41 (5.66)  time: 0.4518  data: 0.0002
[11-16 17:15:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00013  tnm: 0.36  Lm: 6.048 (6.052)  Lt: 5.448 (5.435)  Accm: 3.79 (3.69)  Acct: 5.52 (5.50)  time: 0.4518  data: 0.0005
[11-16 17:15:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00013  tnm: 0.36  Lm: 6.016 (6.013)  Lt: 5.413 (5.405)  Accm: 3.77 (3.74)  Acct: 5.77 (5.65)  time: 0.4518  data: 0.0002
[11-16 17:15:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00013  tnm: 0.36  Lm: 6.024 (6.052)  Lt: 5.431 (5.453)  Accm: 3.93 (3.87)  Acct: 6.07 (5.91)  time: 0.4518  data: 0.0002
[11-16 17:18:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.32  Lm: 6.008 (6.035)  Lt: 5.390 (5.439)  Accm: 3.96 (3.89)  Acct: 5.96 (5.92)  time: 0.4508  data: 0.0016
[11-16 17:18:23] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  66/350]   Total time:      0:11:43   (0.421 s / it)
[11-16 17:18:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.32  Lm: 6.027 (6.017)  Lt: 5.417 (5.414)  Accm: 3.88 (3.78)  Acct: 5.80 (5.72)  time: 0.4508  data: 0.0015
[11-16 17:18:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.32  Lm: 6.030 (6.045)  Lt: 5.418 (5.432)  Accm: 3.82 (3.74)  Acct: 5.54 (5.58)  time: 0.4508  data: 0.0020
[11-16 17:18:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  66/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.32  Lm: 5.963 (5.989)  Lt: 5.331 (5.362)  Accm: 3.64 (3.81)  Acct: 5.54 (5.78)  time: 0.4508  data: 0.0013
[11-16 17:18:23] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  66/350]   Total time:      0:11:43   (0.421 s / it)
[11-16 17:18:23] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  66/350]   Total time:      0:11:43   (0.421 s / it)
[11-16 17:18:23] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  66/350]   Total time:      0:11:43   (0.421 s / it)
[11-16 17:18:23] (/home/user/VAR/train.py , line 276)=>      [ep66]  (training )  Lm: 6.004 (6.011), Lt: 5.394 (5.404),  Acc m&t: 3.85 5.85,  Remain: 2 days, 6:39:31,  Finish: 2024-11-18 07:57
[11-16 17:18:23] (/home/user/VAR/train.py , line 276)=>      [ep66]  (training )  Lm: 6.004 (6.011), Lt: 5.394 (5.404),  Acc m&t: 3.85 5.85,  Remain: 2 days, 6:40:31,  Finish: 2024-11-18 07:58
[11-16 17:18:23] (/home/user/VAR/train.py , line 276)=>      [ep66]  (training )  Lm: 6.004 (6.011), Lt: 5.394 (5.404),  Acc m&t: 3.85 5.85,  Remain: 2 days, 6:38:29,  Finish: 2024-11-18 07:56
[11-16 17:18:23] (/home/user/VAR/train.py , line 276)=>      [ep66]  (training )  Lm: 6.004 (6.011), Lt: 5.394 (5.404),  Acc m&t: 3.85 5.85,  Remain: 2 days, 6:39:20,  Finish: 2024-11-18 07:57
[11-16 17:18:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [   0/1669]  eta: 0:10:26  tlr: 0.00013  tnm: 0.36  Lm: 6.001 (6.001)  Lt: 5.416 (5.416)  Accm: 4.00 (4.00)  Acct: 6.15 (6.15)  time: 0.3755  data: 0.0003
[11-16 17:18:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [   0/1669]  eta: 0:10:27  tlr: 0.00013  tnm: 0.36  Lm: 6.093 (6.093)  Lt: 5.502 (5.502)  Accm: 3.47 (3.47)  Acct: 4.94 (4.94)  time: 0.3762  data: 0.0003
[11-16 17:18:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [   0/1669]  eta: 0:10:26  tlr: 0.00013  tnm: 0.36  Lm: 5.895 (5.895)  Lt: 5.267 (5.267)  Accm: 3.94 (3.94)  Acct: 5.99 (5.99)  time: 0.3756  data: 0.0003
[11-16 17:18:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [   0/1669]  eta: 0:10:26  tlr: 0.00013  tnm: 0.36  Lm: 6.085 (6.085)  Lt: 5.485 (5.485)  Accm: 3.45 (3.45)  Acct: 4.99 (4.99)  time: 0.3753  data: 0.0004
[11-16 17:21:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [ 417/1669]  eta: 0:09:01  tlr: 0.00013  tnm: 0.35  Lm: 6.106 (6.106)  Lt: 5.511 (5.511)  Accm: 3.41 (3.41)  Acct: 5.04 (5.04)  time: 0.4051  data: 0.0002
[11-16 17:21:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [ 417/1669]  eta: 0:09:01  tlr: 0.00013  tnm: 0.35  Lm: 6.041 (6.041)  Lt: 5.421 (5.421)  Accm: 3.67 (3.67)  Acct: 5.58 (5.58)  time: 0.4051  data: 0.0002
[11-16 17:21:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [ 417/1669]  eta: 0:09:01  tlr: 0.00013  tnm: 0.35  Lm: 5.999 (5.999)  Lt: 5.384 (5.384)  Accm: 3.96 (3.96)  Acct: 6.10 (6.10)  time: 0.4051  data: 0.0002
[11-16 17:21:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [ 417/1669]  eta: 0:09:01  tlr: 0.00013  tnm: 0.35  Lm: 5.951 (5.951)  Lt: 5.345 (5.345)  Accm: 4.08 (4.08)  Acct: 6.20 (6.20)  time: 0.4051  data: 0.0003
[11-16 17:24:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [ 834/1669]  eta: 0:05:56  tlr: 0.00013  tnm: 0.40  Lm: 5.958 (5.954)  Lt: 5.373 (5.354)  Accm: 4.01 (4.06)  Acct: 5.99 (6.12)  time: 0.4005  data: 0.0002
[11-16 17:24:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [ 834/1669]  eta: 0:05:56  tlr: 0.00013  tnm: 0.40  Lm: 6.085 (6.061)  Lt: 5.485 (5.463)  Accm: 3.45 (3.60)  Acct: 5.10 (5.33)  time: 0.4005  data: 0.0002
[11-16 17:24:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [ 834/1669]  eta: 0:05:56  tlr: 0.00013  tnm: 0.40  Lm: 5.997 (5.992)  Lt: 5.352 (5.372)  Accm: 4.00 (3.98)  Acct: 6.13 (6.11)  time: 0.4005  data: 0.0002
[11-16 17:24:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [ 834/1669]  eta: 0:05:56  tlr: 0.00013  tnm: 0.40  Lm: 5.990 (5.970)  Lt: 5.340 (5.335)  Accm: 3.86 (4.02)  Acct: 6.22 (6.05)  time: 0.4005  data: 0.0002
[11-16 17:27:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00013  tnm: 0.32  Lm: 6.019 (5.989)  Lt: 5.387 (5.360)  Accm: 3.76 (3.93)  Acct: 5.91 (5.94)  time: 0.4994  data: 0.0002
[11-16 17:27:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00013  tnm: 0.32  Lm: 5.988 (5.982)  Lt: 5.359 (5.371)  Accm: 3.96 (3.96)  Acct: 6.10 (6.08)  time: 0.4994  data: 0.0002
[11-16 17:27:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00013  tnm: 0.32  Lm: 5.972 (5.962)  Lt: 5.365 (5.355)  Accm: 3.98 (3.99)  Acct: 5.97 (5.97)  time: 0.4994  data: 0.0002
[11-16 17:27:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00013  tnm: 0.32  Lm: 6.056 (6.052)  Lt: 5.456 (5.454)  Accm: 3.65 (3.66)  Acct: 5.50 (5.53)  time: 0.4994  data: 0.0002
[11-16 17:30:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.39  Lm: 6.026 (6.030)  Lt: 5.426 (5.426)  Accm: 3.85 (3.74)  Acct: 5.91 (5.63)  time: 0.4943  data: 0.0015
[11-16 17:30:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  67/350]   Total time:      0:11:46   (0.424 s / it)
[11-16 17:30:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.39  Lm: 6.039 (5.999)  Lt: 5.403 (5.369)  Accm: 3.77 (3.90)  Acct: 5.63 (5.88)  time: 0.4943  data: 0.0016
[11-16 17:30:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.39  Lm: 5.979 (5.953)  Lt: 5.352 (5.340)  Accm: 4.00 (4.05)  Acct: 6.13 (6.18)  time: 0.4943  data: 0.0021
[11-16 17:30:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  67/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.39  Lm: 5.985 (5.980)  Lt: 5.373 (5.374)  Accm: 3.94 (3.95)  Acct: 5.96 (5.94)  time: 0.4943  data: 0.0016
[11-16 17:30:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  67/350]   Total time:      0:11:46   (0.424 s / it)
[11-16 17:30:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  67/350]   Total time:      0:11:46   (0.424 s / it)
[11-16 17:30:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  67/350]   Total time:      0:11:46   (0.424 s / it)
[11-16 17:30:10] (/home/user/VAR/train.py , line 276)=>      [ep67]  (training )  Lm: 6.001 (6.001), Lt: 5.393 (5.393),  Acc m&t: 3.87 5.85,  Remain: 2 days, 6:24:49,  Finish: 2024-11-18 07:54
[11-16 17:30:10] (/home/user/VAR/train.py , line 276)=>      [ep67]  (training )  Lm: 6.001 (6.001), Lt: 5.393 (5.393),  Acc m&t: 3.87 5.85,  Remain: 2 days, 6:24:46,  Finish: 2024-11-18 07:54
[11-16 17:30:10] (/home/user/VAR/train.py , line 276)=>      [ep67]  (training )  Lm: 6.001 (6.001), Lt: 5.393 (5.393),  Acc m&t: 3.87 5.85,  Remain: 2 days, 6:25:57,  Finish: 2024-11-18 07:56
[11-16 17:30:10] (/home/user/VAR/train.py , line 276)=>      [ep67]  (training )  Lm: 6.001 (6.001), Lt: 5.393 (5.393),  Acc m&t: 3.87 5.85,  Remain: 2 days, 6:26:00,  Finish: 2024-11-18 07:56
[11-16 17:30:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [   0/1669]  eta: 0:10:47  tlr: 0.00013  tnm: 0.35  Lm: 6.054 (6.054)  Lt: 5.451 (5.451)  Accm: 3.64 (3.64)  Acct: 5.32 (5.32)  time: 0.3881  data: 0.0005
[11-16 17:30:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [   0/1669]  eta: 0:10:48  tlr: 0.00013  tnm: 0.35  Lm: 6.099 (6.099)  Lt: 5.492 (5.492)  Accm: 3.37 (3.37)  Acct: 5.22 (5.22)  time: 0.3884  data: 0.0004
[11-16 17:30:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [   0/1669]  eta: 0:10:48  tlr: 0.00013  tnm: 0.35  Lm: 6.022 (6.022)  Lt: 5.461 (5.461)  Accm: 3.89 (3.89)  Acct: 5.79 (5.79)  time: 0.3883  data: 0.0004
[11-16 17:30:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [   0/1669]  eta: 0:10:47  tlr: 0.00013  tnm: 0.35  Lm: 5.974 (5.974)  Lt: 5.360 (5.360)  Accm: 4.00 (4.00)  Acct: 6.18 (6.18)  time: 0.3881  data: 0.0003
[11-16 17:33:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [ 417/1669]  eta: 0:09:13  tlr: 0.00013  tnm: 0.32  Lm: 5.971 (5.971)  Lt: 5.361 (5.361)  Accm: 3.98 (3.98)  Acct: 6.16 (6.16)  time: 0.4473  data: 0.0002
[11-16 17:33:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [ 417/1669]  eta: 0:09:13  tlr: 0.00013  tnm: 0.32  Lm: 6.062 (6.062)  Lt: 5.442 (5.442)  Accm: 3.54 (3.54)  Acct: 5.42 (5.42)  time: 0.4473  data: 0.0002
[11-16 17:33:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [ 417/1669]  eta: 0:09:13  tlr: 0.00013  tnm: 0.32  Lm: 5.985 (5.985)  Lt: 5.387 (5.387)  Accm: 4.05 (4.05)  Acct: 5.98 (5.98)  time: 0.4473  data: 0.0002
[11-16 17:33:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [ 417/1669]  eta: 0:09:13  tlr: 0.00013  tnm: 0.32  Lm: 5.976 (5.976)  Lt: 5.363 (5.363)  Accm: 4.02 (4.02)  Acct: 5.77 (5.77)  time: 0.4473  data: 0.0002
[11-16 17:36:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00013  tnm: 0.35  Lm: 6.054 (6.013)  Lt: 5.451 (5.412)  Accm: 3.64 (3.70)  Acct: 5.32 (5.41)  time: 0.4010  data: 0.0002
[11-16 17:36:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00013  tnm: 0.35  Lm: 6.025 (6.048)  Lt: 5.392 (5.424)  Accm: 3.71 (3.62)  Acct: 5.63 (5.53)  time: 0.4010  data: 0.0002
[11-16 17:36:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00013  tnm: 0.35  Lm: 6.022 (6.019)  Lt: 5.461 (5.432)  Accm: 3.89 (3.87)  Acct: 5.79 (5.84)  time: 0.4010  data: 0.0002
[11-16 17:36:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00013  tnm: 0.35  Lm: 5.974 (5.974)  Lt: 5.360 (5.353)  Accm: 4.00 (4.00)  Acct: 6.18 (6.30)  time: 0.4010  data: 0.0002
[11-16 17:39:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00013  tnm: 0.35  Lm: 5.978 (5.978)  Lt: 5.361 (5.356)  Accm: 3.98 (3.94)  Acct: 6.16 (6.07)  time: 0.4419  data: 0.0002
[11-16 17:39:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00013  tnm: 0.35  Lm: 6.047 (6.053)  Lt: 5.433 (5.436)  Accm: 3.69 (3.63)  Acct: 5.49 (5.49)  time: 0.4419  data: 0.0002
[11-16 17:39:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00013  tnm: 0.35  Lm: 6.054 (6.042)  Lt: 5.477 (5.447)  Accm: 3.72 (3.79)  Acct: 5.67 (5.74)  time: 0.4419  data: 0.0002
[11-16 17:39:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00013  tnm: 0.35  Lm: 5.999 (5.996)  Lt: 5.402 (5.397)  Accm: 3.94 (3.84)  Acct: 5.77 (5.66)  time: 0.4419  data: 0.0002
[11-16 17:41:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.38  Lm: 6.029 (6.002)  Lt: 5.437 (5.405)  Accm: 3.85 (3.84)  Acct: 5.79 (5.68)  time: 0.4101  data: 0.0015
[11-16 17:41:57] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  68/350]   Total time:      0:11:46   (0.424 s / it)
[11-16 17:41:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.38  Lm: 6.046 (6.052)  Lt: 5.397 (5.428)  Accm: 3.71 (3.66)  Acct: 5.63 (5.58)  time: 0.4101  data: 0.0018
[11-16 17:41:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.38  Lm: 5.982 (5.989)  Lt: 5.362 (5.373)  Accm: 3.97 (3.88)  Acct: 6.15 (5.94)  time: 0.4101  data: 0.0018
[11-16 17:41:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  68/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.38  Lm: 6.022 (6.037)  Lt: 5.461 (5.439)  Accm: 3.55 (3.74)  Acct: 5.56 (5.62)  time: 0.4101  data: 0.0019
[11-16 17:41:57] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  68/350]   Total time:      0:11:46   (0.424 s / it)
[11-16 17:41:57] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  68/350]   Total time:      0:11:46   (0.424 s / it)
[11-16 17:41:57] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  68/350]   Total time:      0:11:46   (0.424 s / it)
[11-16 17:41:57] (/home/user/VAR/train.py , line 276)=>      [ep68]  (training )  Lm: 6.001 (6.017), Lt: 5.393 (5.408),  Acc m&t: 3.87 5.85,  Remain: 2 days, 6:05:34,  Finish: 2024-11-18 07:47
[11-16 17:41:57] (/home/user/VAR/train.py , line 276)=>      [ep68]  (training )  Lm: 6.001 (6.017), Lt: 5.393 (5.408),  Acc m&t: 3.87 5.85,  Remain: 2 days, 6:06:22,  Finish: 2024-11-18 07:48
[11-16 17:41:57] (/home/user/VAR/train.py , line 276)=>      [ep68]  (training )  Lm: 6.001 (6.017), Lt: 5.393 (5.408),  Acc m&t: 3.87 5.85,  Remain: 2 days, 6:05:45,  Finish: 2024-11-18 07:47
[11-16 17:41:57] (/home/user/VAR/train.py , line 276)=>      [ep68]  (training )  Lm: 6.001 (6.017), Lt: 5.393 (5.408),  Acc m&t: 3.87 5.85,  Remain: 2 days, 6:05:34,  Finish: 2024-11-18 07:47
[11-16 17:41:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [   0/1669]  eta: 0:10:27  tlr: 0.00013  tnm: 0.40  Lm: 5.996 (5.996)  Lt: 5.408 (5.408)  Accm: 4.01 (4.01)  Acct: 6.11 (6.11)  time: 0.3760  data: 0.0003
[11-16 17:41:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [   0/1669]  eta: 0:10:28  tlr: 0.00013  tnm: 0.40  Lm: 5.929 (5.929)  Lt: 5.320 (5.320)  Accm: 4.16 (4.16)  Acct: 6.06 (6.06)  time: 0.3763  data: 0.0004
[11-16 17:41:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [   0/1669]  eta: 0:10:28  tlr: 0.00013  tnm: 0.40  Lm: 5.990 (5.990)  Lt: 5.314 (5.314)  Accm: 3.84 (3.84)  Acct: 6.15 (6.15)  time: 0.3766  data: 0.0003
[11-16 17:41:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [   0/1669]  eta: 0:10:27  tlr: 0.00013  tnm: 0.40  Lm: 6.049 (6.049)  Lt: 5.416 (5.416)  Accm: 3.69 (3.69)  Acct: 5.77 (5.77)  time: 0.3762  data: 0.0004
[11-16 17:44:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00013  tnm: 0.36  Lm: 6.005 (6.005)  Lt: 5.390 (5.390)  Accm: 3.87 (3.87)  Acct: 5.94 (5.94)  time: 0.4493  data: 0.0002
[11-16 17:44:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00013  tnm: 0.36  Lm: 5.995 (5.995)  Lt: 5.379 (5.379)  Accm: 3.96 (3.96)  Acct: 5.88 (5.88)  time: 0.4493  data: 0.0002
[11-16 17:44:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00013  tnm: 0.36  Lm: 6.026 (6.026)  Lt: 5.428 (5.428)  Accm: 3.89 (3.89)  Acct: 6.03 (6.03)  time: 0.4493  data: 0.0002
[11-16 17:44:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00013  tnm: 0.36  Lm: 5.968 (5.968)  Lt: 5.316 (5.316)  Accm: 3.94 (3.94)  Acct: 6.29 (6.29)  time: 0.4493  data: 0.0002
[11-16 17:47:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [ 834/1669]  eta: 0:05:50  tlr: 0.00013  tnm: 0.32  Lm: 5.946 (5.959)  Lt: 5.314 (5.311)  Accm: 4.05 (4.14)  Acct: 6.44 (6.41)  time: 0.3986  data: 0.0002
[11-16 17:47:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [ 834/1669]  eta: 0:05:50  tlr: 0.00013  tnm: 0.32  Lm: 6.007 (5.999)  Lt: 5.390 (5.383)  Accm: 4.16 (4.03)  Acct: 6.06 (6.12)  time: 0.3986  data: 0.0002
[11-16 17:47:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [ 834/1669]  eta: 0:05:50  tlr: 0.00013  tnm: 0.32  Lm: 6.031 (6.028)  Lt: 5.426 (5.427)  Accm: 3.93 (3.90)  Acct: 5.94 (5.96)  time: 0.3986  data: 0.0002
[11-16 17:47:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [ 834/1669]  eta: 0:05:50  tlr: 0.00013  tnm: 0.32  Lm: 6.036 (6.016)  Lt: 5.416 (5.404)  Accm: 3.69 (3.75)  Acct: 5.77 (5.63)  time: 0.3986  data: 0.0002
[11-16 17:50:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00013  tnm: 0.37  Lm: 6.016 (6.011)  Lt: 5.401 (5.400)  Accm: 3.74 (3.76)  Acct: 5.76 (5.66)  time: 0.4866  data: 0.0002
[11-16 17:50:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00013  tnm: 0.37  Lm: 5.955 (5.960)  Lt: 5.316 (5.328)  Accm: 3.97 (4.08)  Acct: 6.29 (6.34)  time: 0.4866  data: 0.0002
[11-16 17:50:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00013  tnm: 0.37  Lm: 6.036 (6.031)  Lt: 5.437 (5.434)  Accm: 3.85 (3.86)  Acct: 5.89 (5.85)  time: 0.4866  data: 0.0002
[11-16 17:50:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00013  tnm: 0.37  Lm: 6.006 (6.000)  Lt: 5.393 (5.386)  Accm: 4.12 (4.04)  Acct: 6.11 (6.13)  time: 0.4866  data: 0.0002
[11-16 17:53:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 6.005 (5.981)  Lt: 5.390 (5.365)  Accm: 4.15 (4.06)  Acct: 6.06 (6.10)  time: 0.4026  data: 0.0018
[11-16 17:53:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  69/350]   Total time:      0:11:51   (0.426 s / it)
[11-16 17:53:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 6.036 (6.041)  Lt: 5.416 (5.437)  Accm: 3.69 (3.70)  Acct: 5.75 (5.57)  time: 0.4026  data: 0.0019
[11-16 17:53:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 5.964 (5.970)  Lt: 5.318 (5.349)  Accm: 3.90 (4.01)  Acct: 6.15 (6.20)  time: 0.4026  data: 0.0017
[11-16 17:53:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  69/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 6.031 (6.003)  Lt: 5.426 (5.405)  Accm: 3.93 (3.94)  Acct: 5.94 (5.98)  time: 0.4026  data: 0.0017
[11-16 17:53:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  69/350]   Total time:      0:11:51   (0.426 s / it)
[11-16 17:53:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  69/350]   Total time:      0:11:51   (0.426 s / it)
[11-16 17:53:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  69/350]   Total time:      0:11:51   (0.426 s / it)
[11-16 17:55:49] (home/user/VAR/trainer.py, line 113)=> FID: 9.80852118703092
[11-16 17:55:49] (/home/user/VAR/train.py , line 259)=>  [*] [ep69]  (val 50000)  Lm: 6.0005, Lt: 5.3878, Acc m&t: 3.88 5.90,  Val cost: 120.44s
[11-16 17:55:49] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-16 17:56:20] (/home/user/VAR/train.py , line 276)=>      [ep69]  (training )  Lm: 6.000 (6.000), Lt: 5.388 (5.388),  Acc m&t: 3.88 5.90,  Remain: 2 days, 5:30:10,  Finish: 2024-11-18 07:23
[11-16 17:56:20] (/home/user/VAR/train.py , line 276)=>      [ep69]  (training )  Lm: 6.000 (6.000), Lt: 5.388 (5.388),  Acc m&t: 3.88 5.90,  Remain: 2 days, 5:29:24,  Finish: 2024-11-18 07:23
[11-16 17:56:20] (/home/user/VAR/train.py , line 276)=>      [ep69]  (training )  Lm: 6.000 (6.000), Lt: 5.388 (5.388),  Acc m&t: 3.88 5.90,  Remain: 2 days, 5:31:29,  Finish: 2024-11-18 07:25
[11-16 17:56:20] (/home/user/VAR/train.py , line 276)=>      [ep69]  (training )  Lm: 6.000 (6.000), Lt: 5.388 (5.388),  Acc m&t: 3.88 5.90,  Remain: 2 days, 5:29:52,  Finish: 2024-11-18 07:23
[11-16 17:56:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [   0/1669]  eta: 0:09:22  tlr: 0.00013  tnm: 0.36  Lm: 6.037 (6.037)  Lt: 5.447 (5.447)  Accm: 3.70 (3.70)  Acct: 5.37 (5.37)  time: 0.3371  data: 0.0004
[11-16 17:56:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [   0/1669]  eta: 0:09:22  tlr: 0.00013  tnm: 0.36  Lm: 6.048 (6.048)  Lt: 5.420 (5.420)  Accm: 3.86 (3.86)  Acct: 5.85 (5.85)  time: 0.3373  data: 0.0004
[11-16 17:56:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [   0/1669]  eta: 0:09:22  tlr: 0.00013  tnm: 0.36  Lm: 6.031 (6.031)  Lt: 5.435 (5.435)  Accm: 3.98 (3.98)  Acct: 6.10 (6.10)  time: 0.3373  data: 0.0003
[11-16 17:56:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [   0/1669]  eta: 0:09:23  tlr: 0.00013  tnm: 0.36  Lm: 5.940 (5.940)  Lt: 5.320 (5.320)  Accm: 3.89 (3.89)  Acct: 5.96 (5.96)  time: 0.3377  data: 0.0004
[11-16 17:59:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [ 417/1669]  eta: 0:08:35  tlr: 0.00013  tnm: 0.40  Lm: 5.953 (5.953)  Lt: 5.324 (5.324)  Accm: 4.06 (4.06)  Acct: 6.27 (6.27)  time: 0.3987  data: 0.0002
[11-16 17:59:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [ 417/1669]  eta: 0:08:35  tlr: 0.00013  tnm: 0.40  Lm: 6.091 (6.091)  Lt: 5.504 (5.504)  Accm: 3.65 (3.65)  Acct: 5.57 (5.57)  time: 0.3987  data: 0.0002
[11-16 17:59:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [ 417/1669]  eta: 0:08:35  tlr: 0.00013  tnm: 0.40  Lm: 6.015 (6.015)  Lt: 5.402 (5.402)  Accm: 3.76 (3.76)  Acct: 5.66 (5.66)  time: 0.3987  data: 0.0002
[11-16 17:59:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [ 417/1669]  eta: 0:08:35  tlr: 0.00013  tnm: 0.40  Lm: 6.040 (6.040)  Lt: 5.434 (5.434)  Accm: 3.77 (3.77)  Acct: 5.73 (5.73)  time: 0.3988  data: 0.0002
[11-16 18:02:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [ 834/1669]  eta: 0:05:50  tlr: 0.00013  tnm: 0.35  Lm: 6.031 (5.996)  Lt: 5.434 (5.390)  Accm: 3.98 (3.92)  Acct: 6.10 (5.95)  time: 0.4461  data: 0.0002
[11-16 18:02:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [ 834/1669]  eta: 0:05:50  tlr: 0.00013  tnm: 0.35  Lm: 5.956 (5.954)  Lt: 5.329 (5.328)  Accm: 4.11 (4.08)  Acct: 6.34 (6.29)  time: 0.4461  data: 0.0002
[11-16 18:02:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [ 834/1669]  eta: 0:05:50  tlr: 0.00013  tnm: 0.35  Lm: 6.037 (6.026)  Lt: 5.447 (5.419)  Accm: 3.70 (3.63)  Acct: 5.37 (5.45)  time: 0.4461  data: 0.0002
[11-16 18:02:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [ 834/1669]  eta: 0:05:50  tlr: 0.00013  tnm: 0.35  Lm: 6.048 (6.069)  Lt: 5.420 (5.459)  Accm: 3.63 (3.65)  Acct: 5.53 (5.56)  time: 0.4461  data: 0.0002
[11-16 18:05:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00013  tnm: 0.38  Lm: 6.036 (6.053)  Lt: 5.413 (5.446)  Accm: 3.75 (3.70)  Acct: 5.62 (5.60)  time: 0.4493  data: 0.0002
[11-16 18:05:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00013  tnm: 0.38  Lm: 5.961 (5.975)  Lt: 5.332 (5.355)  Accm: 4.00 (3.93)  Acct: 6.15 (6.03)  time: 0.4493  data: 0.0002
[11-16 18:05:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00013  tnm: 0.38  Lm: 6.015 (5.997)  Lt: 5.402 (5.383)  Accm: 3.76 (3.74)  Acct: 5.60 (5.54)  time: 0.4493  data: 0.0002
[11-16 18:05:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00013  tnm: 0.38  Lm: 6.040 (6.011)  Lt: 5.432 (5.400)  Accm: 3.82 (3.86)  Acct: 5.82 (5.85)  time: 0.4493  data: 0.0002
[11-16 18:08:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 6.039 (6.016)  Lt: 5.434 (5.410)  Accm: 3.66 (3.78)  Acct: 5.54 (5.76)  time: 0.4081  data: 0.0019
[11-16 18:08:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  70/350]   Total time:      0:11:48   (0.424 s / it)
[11-16 18:08:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 6.048 (6.056)  Lt: 5.420 (5.452)  Accm: 3.63 (3.62)  Acct: 5.53 (5.50)  time: 0.4081  data: 0.0015
[11-16 18:08:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 5.992 (5.981)  Lt: 5.357 (5.352)  Accm: 3.82 (3.78)  Acct: 5.84 (5.66)  time: 0.4081  data: 0.0017
[11-16 18:08:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  70/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 5.956 (5.970)  Lt: 5.333 (5.351)  Accm: 3.99 (3.94)  Acct: 6.22 (6.07)  time: 0.4081  data: 0.0015
[11-16 18:08:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  70/350]   Total time:      0:11:48   (0.424 s / it)
[11-16 18:08:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  70/350]   Total time:      0:11:48   (0.424 s / it)
[11-16 18:08:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  70/350]   Total time:      0:11:48   (0.424 s / it)
[11-16 18:08:08] (/home/user/VAR/train.py , line 276)=>      [ep70]  (training )  Lm: 5.994 (5.994), Lt: 5.384 (5.384),  Acc m&t: 3.88 5.91,  Remain: 2 days, 5:28:48,  Finish: 2024-11-18 07:36
[11-16 18:08:08] (/home/user/VAR/train.py , line 276)=>      [ep70]  (training )  Lm: 5.994 (5.994), Lt: 5.384 (5.384),  Acc m&t: 3.88 5.91,  Remain: 2 days, 5:28:58,  Finish: 2024-11-18 07:37
[11-16 18:08:08] (/home/user/VAR/train.py , line 276)=>      [ep70]  (training )  Lm: 5.994 (5.994), Lt: 5.384 (5.384),  Acc m&t: 3.88 5.91,  Remain: 2 days, 5:29:34,  Finish: 2024-11-18 07:37
[11-16 18:08:08] (/home/user/VAR/train.py , line 276)=>      [ep70]  (training )  Lm: 5.994 (5.994), Lt: 5.384 (5.384),  Acc m&t: 3.88 5.91,  Remain: 2 days, 5:28:20,  Finish: 2024-11-18 07:36
[11-16 18:08:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [   0/1669]  eta: 0:11:00  tlr: 0.00013  tnm: 0.37  Lm: 5.852 (5.852)  Lt: 5.241 (5.241)  Accm: 4.47 (4.47)  Acct: 6.71 (6.71)  time: 0.3955  data: 0.0003
[11-16 18:08:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [   0/1669]  eta: 0:10:09  tlr: 0.00013  tnm: 0.37  Lm: 5.879 (5.879)  Lt: 5.207 (5.207)  Accm: 4.41 (4.41)  Acct: 6.78 (6.78)  time: 0.3653  data: 0.0004
[11-16 18:08:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [   0/1669]  eta: 0:10:07  tlr: 0.00013  tnm: 0.37  Lm: 5.933 (5.933)  Lt: 5.261 (5.261)  Accm: 4.01 (4.01)  Acct: 6.11 (6.11)  time: 0.3639  data: 0.0003
[11-16 18:08:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [   0/1669]  eta: 0:10:08  tlr: 0.00013  tnm: 0.37  Lm: 5.987 (5.987)  Lt: 5.358 (5.358)  Accm: 4.03 (4.03)  Acct: 6.20 (6.20)  time: 0.3645  data: 0.0003
[11-16 18:11:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [ 417/1669]  eta: 0:08:36  tlr: 0.00013  tnm: 0.34  Lm: 6.057 (6.057)  Lt: 5.438 (5.438)  Accm: 3.81 (3.81)  Acct: 5.83 (5.83)  time: 0.4957  data: 0.0002
[11-16 18:11:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [ 417/1669]  eta: 0:08:36  tlr: 0.00013  tnm: 0.34  Lm: 5.928 (5.928)  Lt: 5.301 (5.301)  Accm: 4.32 (4.32)  Acct: 6.66 (6.66)  time: 0.4957  data: 0.0002
[11-16 18:11:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [ 417/1669]  eta: 0:08:36  tlr: 0.00013  tnm: 0.34  Lm: 5.928 (5.928)  Lt: 5.291 (5.291)  Accm: 4.22 (4.22)  Acct: 6.40 (6.40)  time: 0.4957  data: 0.0002
[11-16 18:11:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [ 417/1669]  eta: 0:08:36  tlr: 0.00013  tnm: 0.34  Lm: 5.973 (5.973)  Lt: 5.324 (5.324)  Accm: 3.85 (3.85)  Acct: 5.86 (5.86)  time: 0.4957  data: 0.0002
[11-16 18:13:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00013  tnm: 0.34  Lm: 6.013 (5.988)  Lt: 5.386 (5.351)  Accm: 3.77 (3.82)  Acct: 5.97 (5.90)  time: 0.4040  data: 0.0002
[11-16 18:13:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00013  tnm: 0.34  Lm: 5.951 (5.936)  Lt: 5.333 (5.305)  Accm: 4.04 (4.11)  Acct: 6.03 (6.21)  time: 0.4040  data: 0.0002
[11-16 18:13:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00013  tnm: 0.34  Lm: 6.024 (6.046)  Lt: 5.420 (5.432)  Accm: 3.66 (3.76)  Acct: 5.80 (5.82)  time: 0.4040  data: 0.0002
[11-16 18:13:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00013  tnm: 0.34  Lm: 6.003 (5.954)  Lt: 5.361 (5.330)  Accm: 4.16 (4.10)  Acct: 6.61 (6.26)  time: 0.4040  data: 0.0002
[11-16 18:16:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00013  tnm: 0.33  Lm: 5.978 (5.953)  Lt: 5.349 (5.332)  Accm: 4.17 (4.12)  Acct: 6.49 (6.28)  time: 0.4079  data: 0.0002
[11-16 18:16:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00013  tnm: 0.33  Lm: 6.005 (5.990)  Lt: 5.383 (5.358)  Accm: 3.73 (3.79)  Acct: 5.79 (5.81)  time: 0.4079  data: 0.0002
[11-16 18:16:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00013  tnm: 0.33  Lm: 5.964 (5.946)  Lt: 5.343 (5.317)  Accm: 3.98 (4.06)  Acct: 6.16 (6.23)  time: 0.4079  data: 0.0002
[11-16 18:16:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00013  tnm: 0.33  Lm: 6.053 (6.055)  Lt: 5.446 (5.442)  Accm: 3.68 (3.74)  Acct: 5.72 (5.77)  time: 0.4079  data: 0.0002
[11-16 18:19:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 6.024 (6.041)  Lt: 5.420 (5.429)  Accm: 3.66 (3.71)  Acct: 5.63 (5.71)  time: 0.4064  data: 0.0013
[11-16 18:19:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  71/350]   Total time:      0:11:38   (0.418 s / it)
[11-16 18:19:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 5.993 (5.961)  Lt: 5.361 (5.339)  Accm: 4.16 (4.09)  Acct: 6.37 (6.18)  time: 0.4064  data: 0.0015
[11-16 18:19:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 5.951 (5.942)  Lt: 5.333 (5.316)  Accm: 4.04 (4.12)  Acct: 6.28 (6.35)  time: 0.4064  data: 0.0019
[11-16 18:19:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  71/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 6.013 (5.996)  Lt: 5.386 (5.370)  Accm: 3.69 (3.76)  Acct: 5.80 (5.81)  time: 0.4064  data: 0.0021
[11-16 18:19:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  71/350]   Total time:      0:11:38   (0.418 s / it)
[11-16 18:19:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  71/350]   Total time:      0:11:38   (0.418 s / it)
[11-16 18:19:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  71/350]   Total time:      0:11:38   (0.418 s / it)
[11-16 18:19:47] (/home/user/VAR/train.py , line 276)=>      [ep71]  (training )  Lm: 5.988 (5.988), Lt: 5.371 (5.371),  Acc m&t: 3.92 5.96,  Remain: 2 days, 5:19:26,  Finish: 2024-11-18 07:39
[11-16 18:19:47] (/home/user/VAR/train.py , line 276)=>      [ep71]  (training )  Lm: 5.988 (5.988), Lt: 5.371 (5.371),  Acc m&t: 3.92 5.96,  Remain: 2 days, 5:19:29,  Finish: 2024-11-18 07:39
[11-16 18:19:47] (/home/user/VAR/train.py , line 276)=>      [ep71]  (training )  Lm: 5.988 (5.988), Lt: 5.371 (5.371),  Acc m&t: 3.92 5.96,  Remain: 2 days, 5:19:29,  Finish: 2024-11-18 07:39
[11-16 18:19:47] (/home/user/VAR/train.py , line 276)=>      [ep71]  (training )  Lm: 5.988 (5.988), Lt: 5.371 (5.371),  Acc m&t: 3.92 5.96,  Remain: 2 days, 5:19:38,  Finish: 2024-11-18 07:39
[11-16 18:19:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [   0/1669]  eta: 0:10:21  tlr: 0.00013  tnm: 0.37  Lm: 5.927 (5.927)  Lt: 5.310 (5.310)  Accm: 4.12 (4.12)  Acct: 6.47 (6.47)  time: 0.3723  data: 0.0004
[11-16 18:19:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [   0/1669]  eta: 0:09:32  tlr: 0.00013  tnm: 0.37  Lm: 6.008 (6.008)  Lt: 5.428 (5.428)  Accm: 3.96 (3.96)  Acct: 5.56 (5.56)  time: 0.3433  data: 0.0003
[11-16 18:19:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [   0/1669]  eta: 0:09:48  tlr: 0.00013  tnm: 0.37  Lm: 5.993 (5.993)  Lt: 5.403 (5.403)  Accm: 3.74 (3.74)  Acct: 5.54 (5.54)  time: 0.3529  data: 0.0003
[11-16 18:19:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [   0/1669]  eta: 0:09:22  tlr: 0.00013  tnm: 0.37  Lm: 5.893 (5.893)  Lt: 5.298 (5.298)  Accm: 4.04 (4.04)  Acct: 6.22 (6.22)  time: 0.3369  data: 0.0003
[11-16 18:22:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [ 417/1669]  eta: 0:09:03  tlr: 0.00013  tnm: 0.31  Lm: 5.947 (5.947)  Lt: 5.334 (5.334)  Accm: 3.90 (3.90)  Acct: 5.94 (5.94)  time: 0.4849  data: 0.0002
[11-16 18:22:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [ 417/1669]  eta: 0:09:03  tlr: 0.00013  tnm: 0.31  Lm: 5.999 (5.999)  Lt: 5.408 (5.408)  Accm: 3.79 (3.79)  Acct: 5.84 (5.84)  time: 0.4849  data: 0.0002
[11-16 18:22:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [ 417/1669]  eta: 0:09:03  tlr: 0.00013  tnm: 0.31  Lm: 6.018 (6.018)  Lt: 5.423 (5.423)  Accm: 3.85 (3.85)  Acct: 5.72 (5.72)  time: 0.4849  data: 0.0002
[11-16 18:22:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [ 417/1669]  eta: 0:09:03  tlr: 0.00013  tnm: 0.31  Lm: 5.991 (5.991)  Lt: 5.388 (5.388)  Accm: 4.06 (4.06)  Acct: 5.89 (5.89)  time: 0.4849  data: 0.0002
[11-16 18:25:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00013  tnm: 0.36  Lm: 6.008 (6.005)  Lt: 5.418 (5.398)  Accm: 3.96 (4.01)  Acct: 5.70 (5.83)  time: 0.3999  data: 0.0002
[11-16 18:25:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00013  tnm: 0.36  Lm: 6.036 (6.024)  Lt: 5.442 (5.435)  Accm: 3.74 (3.79)  Acct: 5.66 (5.70)  time: 0.3999  data: 0.0002
[11-16 18:25:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00013  tnm: 0.36  Lm: 6.001 (5.990)  Lt: 5.370 (5.377)  Accm: 3.75 (3.82)  Acct: 5.66 (5.84)  time: 0.3999  data: 0.0002
[11-16 18:25:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00013  tnm: 0.36  Lm: 6.070 (6.024)  Lt: 5.491 (5.436)  Accm: 3.46 (3.63)  Acct: 5.20 (5.50)  time: 0.3999  data: 0.0002
[11-16 18:28:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.35  Lm: 6.040 (6.021)  Lt: 5.453 (5.431)  Accm: 3.61 (3.67)  Acct: 5.41 (5.53)  time: 0.3968  data: 0.0002
[11-16 18:28:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.35  Lm: 6.014 (5.991)  Lt: 5.423 (5.392)  Accm: 3.85 (3.92)  Acct: 5.79 (5.88)  time: 0.3968  data: 0.0002
[11-16 18:28:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.35  Lm: 5.992 (5.998)  Lt: 5.393 (5.391)  Accm: 4.01 (4.02)  Acct: 5.96 (5.94)  time: 0.3968  data: 0.0002
[11-16 18:28:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.35  Lm: 6.021 (6.003)  Lt: 5.393 (5.387)  Accm: 3.71 (3.77)  Acct: 5.66 (5.73)  time: 0.3968  data: 0.0002
[11-16 18:31:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 6.001 (5.999)  Lt: 5.370 (5.383)  Accm: 3.75 (3.78)  Acct: 5.66 (5.75)  time: 0.4393  data: 0.0020
[11-16 18:31:39] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  72/350]   Total time:      0:11:52   (0.427 s / it)
[11-16 18:31:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 5.993 (5.976)  Lt: 5.403 (5.365)  Accm: 3.96 (3.99)  Acct: 5.91 (6.00)  time: 0.4393  data: 0.0018
[11-16 18:31:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 5.977 (5.986)  Lt: 5.368 (5.375)  Accm: 3.96 (4.01)  Acct: 6.22 (6.00)  time: 0.4392  data: 0.0019
[11-16 18:31:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  72/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 6.011 (6.013)  Lt: 5.415 (5.415)  Accm: 3.76 (3.73)  Acct: 5.61 (5.62)  time: 0.4393  data: 0.0015
[11-16 18:31:39] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  72/350]   Total time:      0:11:52   (0.427 s / it)
[11-16 18:31:39] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  72/350]   Total time:      0:11:52   (0.427 s / it)
[11-16 18:31:39] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  72/350]   Total time:      0:11:52   (0.427 s / it)
[11-16 18:31:39] (/home/user/VAR/train.py , line 276)=>      [ep72]  (training )  Lm: 5.988 (5.995), Lt: 5.371 (5.384),  Acc m&t: 3.92 5.96,  Remain: 2 days, 4:03:39,  Finish: 2024-11-18 06:35
[11-16 18:31:39] (/home/user/VAR/train.py , line 276)=>      [ep72]  (training )  Lm: 5.988 (5.995), Lt: 5.371 (5.384),  Acc m&t: 3.92 5.96,  Remain: 2 days, 4:03:34,  Finish: 2024-11-18 06:35
[11-16 18:31:39] (/home/user/VAR/train.py , line 276)=>      [ep72]  (training )  Lm: 5.988 (5.995), Lt: 5.371 (5.384),  Acc m&t: 3.92 5.96,  Remain: 2 days, 4:04:31,  Finish: 2024-11-18 06:36
[11-16 18:31:39] (/home/user/VAR/train.py , line 276)=>      [ep72]  (training )  Lm: 5.988 (5.995), Lt: 5.371 (5.384),  Acc m&t: 3.92 5.96,  Remain: 2 days, 4:05:05,  Finish: 2024-11-18 06:36
[11-16 18:31:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [   0/1669]  eta: 0:10:09  tlr: 0.00013  tnm: 0.39  Lm: 6.003 (6.003)  Lt: 5.401 (5.401)  Accm: 3.95 (3.95)  Acct: 5.99 (5.99)  time: 0.3653  data: 0.0003
[11-16 18:31:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [   0/1669]  eta: 0:10:10  tlr: 0.00013  tnm: 0.39  Lm: 5.923 (5.923)  Lt: 5.299 (5.299)  Accm: 4.01 (4.01)  Acct: 5.85 (5.85)  time: 0.3656  data: 0.0004
[11-16 18:31:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [   0/1669]  eta: 0:10:09  tlr: 0.00013  tnm: 0.39  Lm: 5.822 (5.822)  Lt: 5.176 (5.176)  Accm: 4.41 (4.41)  Acct: 6.51 (6.51)  time: 0.3653  data: 0.0004
[11-16 18:31:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [   0/1669]  eta: 0:10:10  tlr: 0.00013  tnm: 0.39  Lm: 6.114 (6.114)  Lt: 5.537 (5.537)  Accm: 3.39 (3.39)  Acct: 5.48 (5.48)  time: 0.3655  data: 0.0004
[11-16 18:34:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [ 417/1669]  eta: 0:08:53  tlr: 0.00013  tnm: 0.39  Lm: 5.985 (5.985)  Lt: 5.358 (5.358)  Accm: 3.93 (3.93)  Acct: 6.28 (6.28)  time: 0.4087  data: 0.0002
[11-16 18:34:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [ 417/1669]  eta: 0:08:53  tlr: 0.00013  tnm: 0.39  Lm: 5.941 (5.941)  Lt: 5.336 (5.336)  Accm: 4.14 (4.14)  Acct: 6.25 (6.25)  time: 0.4087  data: 0.0002
[11-16 18:34:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [ 417/1669]  eta: 0:08:53  tlr: 0.00013  tnm: 0.39  Lm: 5.920 (5.920)  Lt: 5.285 (5.285)  Accm: 4.01 (4.01)  Acct: 6.03 (6.03)  time: 0.4087  data: 0.0002
[11-16 18:34:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [ 417/1669]  eta: 0:08:53  tlr: 0.00013  tnm: 0.39  Lm: 6.017 (6.017)  Lt: 5.407 (5.407)  Accm: 3.81 (3.81)  Acct: 5.66 (5.66)  time: 0.4087  data: 0.0002
[11-16 18:37:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00013  tnm: 0.37  Lm: 6.079 (6.038)  Lt: 5.478 (5.431)  Accm: 3.62 (3.70)  Acct: 5.46 (5.53)  time: 0.4042  data: 0.0002
[11-16 18:37:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00013  tnm: 0.37  Lm: 5.901 (5.914)  Lt: 5.282 (5.284)  Accm: 4.31 (4.11)  Acct: 6.51 (6.20)  time: 0.4042  data: 0.0002
[11-16 18:37:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00013  tnm: 0.37  Lm: 5.953 (5.974)  Lt: 5.339 (5.352)  Accm: 4.01 (3.96)  Acct: 6.01 (6.19)  time: 0.4042  data: 0.0002
[11-16 18:37:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00013  tnm: 0.37  Lm: 5.958 (5.947)  Lt: 5.338 (5.337)  Accm: 3.97 (4.08)  Acct: 6.16 (6.22)  time: 0.4042  data: 0.0002
[11-16 18:40:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00013  tnm: 0.37  Lm: 5.980 (5.986)  Lt: 5.370 (5.389)  Accm: 3.96 (3.92)  Acct: 6.08 (5.98)  time: 0.4009  data: 0.0002
[11-16 18:40:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00013  tnm: 0.37  Lm: 5.939 (5.930)  Lt: 5.321 (5.303)  Accm: 4.19 (4.10)  Acct: 6.29 (6.17)  time: 0.4009  data: 0.0002
[11-16 18:40:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00013  tnm: 0.37  Lm: 6.018 (6.002)  Lt: 5.416 (5.387)  Accm: 3.92 (3.93)  Acct: 5.83 (6.05)  time: 0.4009  data: 0.0002
[11-16 18:40:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00013  tnm: 0.37  Lm: 6.080 (6.049)  Lt: 5.471 (5.439)  Accm: 3.65 (3.70)  Acct: 5.55 (5.56)  time: 0.4009  data: 0.0002
[11-16 18:43:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 6.079 (6.032)  Lt: 5.463 (5.419)  Accm: 3.68 (3.79)  Acct: 5.65 (5.77)  time: 0.4970  data: 0.0015
[11-16 18:43:24] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  73/350]   Total time:      0:11:45   (0.422 s / it)
[11-16 18:43:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 5.978 (5.944)  Lt: 5.360 (5.326)  Accm: 4.07 (4.04)  Acct: 6.08 (6.10)  time: 0.4970  data: 0.0019
[11-16 18:43:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 6.079 (6.017)  Lt: 5.494 (5.412)  Accm: 3.84 (3.84)  Acct: 5.65 (5.93)  time: 0.4970  data: 0.0021
[11-16 18:43:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  73/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 5.958 (5.976)  Lt: 5.344 (5.380)  Accm: 3.95 (3.90)  Acct: 5.99 (5.92)  time: 0.4970  data: 0.0014
[11-16 18:43:24] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  73/350]   Total time:      0:11:45   (0.422 s / it)
[11-16 18:43:24] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  73/350]   Total time:      0:11:45   (0.422 s / it)
[11-16 18:43:24] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  73/350]   Total time:      0:11:45   (0.422 s / it)
[11-16 18:43:24] (/home/user/VAR/train.py , line 276)=>      [ep73]  (training )  Lm: 5.988 (5.990), Lt: 5.371 (5.377),  Acc m&t: 3.92 5.96,  Remain: 2 days, 5:21:44,  Finish: 2024-11-18 08:05
[11-16 18:43:24] (/home/user/VAR/train.py , line 276)=>      [ep73]  (training )  Lm: 5.988 (5.990), Lt: 5.371 (5.377),  Acc m&t: 3.92 5.96,  Remain: 2 days, 5:23:21,  Finish: 2024-11-18 08:06
[11-16 18:43:24] (/home/user/VAR/train.py , line 276)=>      [ep73]  (training )  Lm: 5.988 (5.990), Lt: 5.371 (5.377),  Acc m&t: 3.92 5.96,  Remain: 2 days, 5:22:51,  Finish: 2024-11-18 08:06
[11-16 18:43:24] (/home/user/VAR/train.py , line 276)=>      [ep73]  (training )  Lm: 5.988 (5.990), Lt: 5.371 (5.377),  Acc m&t: 3.92 5.96,  Remain: 2 days, 5:24:48,  Finish: 2024-11-18 08:08
[11-16 18:43:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [   0/1669]  eta: 0:10:47  tlr: 0.00013  tnm: 0.37  Lm: 5.903 (5.903)  Lt: 5.258 (5.258)  Accm: 4.21 (4.21)  Acct: 6.40 (6.40)  time: 0.3877  data: 0.0003
[11-16 18:43:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [   0/1669]  eta: 0:10:48  tlr: 0.00013  tnm: 0.37  Lm: 6.058 (6.058)  Lt: 5.427 (5.427)  Accm: 3.76 (3.76)  Acct: 5.89 (5.89)  time: 0.3884  data: 0.0003
[11-16 18:43:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [   0/1669]  eta: 0:10:47  tlr: 0.00013  tnm: 0.37  Lm: 6.072 (6.072)  Lt: 5.487 (5.487)  Accm: 3.45 (3.45)  Acct: 4.98 (4.98)  time: 0.3877  data: 0.0004
[11-16 18:43:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [   0/1669]  eta: 0:10:48  tlr: 0.00013  tnm: 0.37  Lm: 5.950 (5.950)  Lt: 5.316 (5.316)  Accm: 4.22 (4.22)  Acct: 6.39 (6.39)  time: 0.3887  data: 0.0004
[11-16 18:46:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [ 417/1669]  eta: 0:08:24  tlr: 0.00013  tnm: 0.39  Lm: 6.008 (6.008)  Lt: 5.357 (5.357)  Accm: 3.89 (3.89)  Acct: 6.09 (6.09)  time: 0.4012  data: 0.0002
[11-16 18:46:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [ 417/1669]  eta: 0:08:24  tlr: 0.00013  tnm: 0.39  Lm: 6.043 (6.043)  Lt: 5.422 (5.422)  Accm: 3.67 (3.67)  Acct: 5.74 (5.74)  time: 0.4012  data: 0.0002
[11-16 18:46:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [ 417/1669]  eta: 0:08:24  tlr: 0.00013  tnm: 0.39  Lm: 5.992 (5.992)  Lt: 5.395 (5.395)  Accm: 3.86 (3.86)  Acct: 5.52 (5.52)  time: 0.4012  data: 0.0002
[11-16 18:46:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [ 417/1669]  eta: 0:08:24  tlr: 0.00013  tnm: 0.39  Lm: 5.934 (5.934)  Lt: 5.285 (5.285)  Accm: 4.25 (4.25)  Acct: 6.53 (6.53)  time: 0.4012  data: 0.0002
[11-16 18:49:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00013  tnm: 0.34  Lm: 5.966 (5.964)  Lt: 5.312 (5.331)  Accm: 4.21 (4.05)  Acct: 6.40 (6.31)  time: 0.4452  data: 0.0002
[11-16 18:49:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00013  tnm: 0.34  Lm: 6.051 (6.022)  Lt: 5.398 (5.396)  Accm: 3.57 (3.74)  Acct: 5.79 (5.83)  time: 0.4451  data: 0.0002
[11-16 18:49:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00013  tnm: 0.34  Lm: 5.990 (5.992)  Lt: 5.439 (5.410)  Accm: 3.90 (3.88)  Acct: 5.68 (5.57)  time: 0.4451  data: 0.0002
[11-16 18:49:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00013  tnm: 0.34  Lm: 6.028 (6.025)  Lt: 5.416 (5.393)  Accm: 3.76 (3.72)  Acct: 5.89 (5.91)  time: 0.4452  data: 0.0002
[11-16 18:52:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00013  tnm: 0.35  Lm: 6.008 (5.993)  Lt: 5.376 (5.369)  Accm: 3.78 (3.84)  Acct: 6.06 (5.99)  time: 0.4024  data: 0.0002
[11-16 18:52:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00013  tnm: 0.35  Lm: 5.968 (5.966)  Lt: 5.339 (5.339)  Accm: 4.19 (4.08)  Acct: 6.39 (6.33)  time: 0.4024  data: 0.0002
[11-16 18:52:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00013  tnm: 0.35  Lm: 5.984 (5.988)  Lt: 5.406 (5.401)  Accm: 3.98 (3.92)  Acct: 5.87 (5.71)  time: 0.4024  data: 0.0002
[11-16 18:52:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00013  tnm: 0.35  Lm: 6.047 (6.027)  Lt: 5.419 (5.407)  Accm: 3.51 (3.67)  Acct: 5.55 (5.70)  time: 0.4024  data: 0.0002
[11-16 18:55:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.37  Lm: 6.051 (6.038)  Lt: 5.440 (5.425)  Accm: 3.55 (3.65)  Acct: 5.39 (5.64)  time: 0.4477  data: 0.0016
[11-16 18:55:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  74/350]   Total time:      0:11:50   (0.425 s / it)
[11-16 18:55:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.37  Lm: 5.988 (5.991)  Lt: 5.396 (5.374)  Accm: 3.80 (3.84)  Acct: 5.89 (5.91)  time: 0.4477  data: 0.0018
[11-16 18:55:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.37  Lm: 5.971 (5.976)  Lt: 5.365 (5.349)  Accm: 4.17 (4.00)  Acct: 6.37 (6.18)  time: 0.4477  data: 0.0015
[11-16 18:55:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  74/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.37  Lm: 5.990 (5.991)  Lt: 5.373 (5.392)  Accm: 3.90 (3.91)  Acct: 5.68 (5.70)  time: 0.4477  data: 0.0013
[11-16 18:55:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  74/350]   Total time:      0:11:50   (0.425 s / it)
[11-16 18:55:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  74/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 18:55:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  74/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 18:55:14] (/home/user/VAR/train.py , line 276)=>      [ep74]  (training )  Lm: 5.988 (5.991), Lt: 5.371 (5.380),  Acc m&t: 3.92 5.96,  Remain: 2 days, 4:49:39,  Finish: 2024-11-18 07:44
[11-16 18:55:14] (/home/user/VAR/train.py , line 276)=>      [ep74]  (training )  Lm: 5.988 (5.991), Lt: 5.371 (5.380),  Acc m&t: 3.92 5.96,  Remain: 2 days, 4:49:45,  Finish: 2024-11-18 07:45
[11-16 18:55:14] (/home/user/VAR/train.py , line 276)=>      [ep74]  (training )  Lm: 5.988 (5.991), Lt: 5.371 (5.380),  Acc m&t: 3.92 5.96,  Remain: 2 days, 4:49:42,  Finish: 2024-11-18 07:44
[11-16 18:55:14] (/home/user/VAR/train.py , line 276)=>      [ep74]  (training )  Lm: 5.988 (5.991), Lt: 5.371 (5.380),  Acc m&t: 3.92 5.96,  Remain: 2 days, 4:50:42,  Finish: 2024-11-18 07:45
[11-16 18:55:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [   0/1669]  eta: 0:11:23  tlr: 0.00013  tnm: 0.37  Lm: 6.105 (6.105)  Lt: 5.489 (5.489)  Accm: 3.39 (3.39)  Acct: 5.46 (5.46)  time: 0.4096  data: 0.0004
[11-16 18:55:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [   0/1669]  eta: 0:11:18  tlr: 0.00013  tnm: 0.37  Lm: 5.889 (5.889)  Lt: 5.263 (5.263)  Accm: 4.29 (4.29)  Acct: 6.34 (6.34)  time: 0.4063  data: 0.0004
[11-16 18:55:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [   0/1669]  eta: 0:11:25  tlr: 0.00013  tnm: 0.37  Lm: 5.960 (5.960)  Lt: 5.303 (5.303)  Accm: 3.87 (3.87)  Acct: 5.96 (5.96)  time: 0.4107  data: 0.0004
[11-16 18:55:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [   0/1669]  eta: 0:11:25  tlr: 0.00013  tnm: 0.37  Lm: 6.035 (6.035)  Lt: 5.446 (5.446)  Accm: 3.71 (3.71)  Acct: 5.60 (5.60)  time: 0.4106  data: 0.0004
[11-16 18:58:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [ 417/1669]  eta: 0:08:31  tlr: 0.00013  tnm: 0.32  Lm: 6.026 (6.026)  Lt: 5.435 (5.435)  Accm: 3.69 (3.69)  Acct: 5.54 (5.54)  time: 0.4049  data: 0.0002
[11-16 18:58:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [ 417/1669]  eta: 0:08:31  tlr: 0.00013  tnm: 0.32  Lm: 5.964 (5.964)  Lt: 5.360 (5.360)  Accm: 3.90 (3.90)  Acct: 5.88 (5.88)  time: 0.4049  data: 0.0002
[11-16 18:58:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [ 417/1669]  eta: 0:08:31  tlr: 0.00013  tnm: 0.32  Lm: 5.979 (5.979)  Lt: 5.352 (5.352)  Accm: 3.82 (3.82)  Acct: 5.70 (5.70)  time: 0.4049  data: 0.0002
[11-16 18:58:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [ 417/1669]  eta: 0:08:31  tlr: 0.00013  tnm: 0.32  Lm: 5.973 (5.973)  Lt: 5.344 (5.344)  Accm: 3.96 (3.96)  Acct: 6.08 (6.08)  time: 0.4049  data: 0.0002
[11-16 19:01:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00013  tnm: 0.38  Lm: 5.899 (5.948)  Lt: 5.287 (5.325)  Accm: 4.18 (4.03)  Acct: 6.20 (6.12)  time: 0.4435  data: 0.0002
[11-16 19:01:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00013  tnm: 0.38  Lm: 5.999 (6.005)  Lt: 5.400 (5.374)  Accm: 3.77 (3.71)  Acct: 5.44 (5.57)  time: 0.4435  data: 0.0003
[11-16 19:01:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00013  tnm: 0.38  Lm: 6.000 (5.976)  Lt: 5.354 (5.358)  Accm: 3.74 (3.85)  Acct: 6.03 (5.93)  time: 0.4435  data: 0.0003
[11-16 19:01:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00013  tnm: 0.38  Lm: 6.018 (6.005)  Lt: 5.423 (5.407)  Accm: 3.71 (3.92)  Acct: 5.60 (5.92)  time: 0.4435  data: 0.0002
[11-16 19:04:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00013  tnm: 0.34  Lm: 6.026 (6.039)  Lt: 5.435 (5.442)  Accm: 3.69 (3.74)  Acct: 5.54 (5.69)  time: 0.4072  data: 0.0002
[11-16 19:04:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00013  tnm: 0.34  Lm: 6.028 (6.031)  Lt: 5.410 (5.406)  Accm: 3.64 (3.66)  Acct: 5.46 (5.55)  time: 0.4072  data: 0.0002
[11-16 19:04:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00013  tnm: 0.34  Lm: 5.932 (5.953)  Lt: 5.284 (5.314)  Accm: 4.06 (4.01)  Acct: 6.28 (6.18)  time: 0.4072  data: 0.0002
[11-16 19:04:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00013  tnm: 0.34  Lm: 5.979 (5.971)  Lt: 5.330 (5.345)  Accm: 4.02 (3.96)  Acct: 6.18 (6.09)  time: 0.4072  data: 0.0002
[11-16 19:07:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 5.958 (5.958)  Lt: 5.305 (5.336)  Accm: 4.12 (3.99)  Acct: 6.18 (6.11)  time: 0.4069  data: 0.0018
[11-16 19:07:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  75/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 19:07:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 6.007 (6.027)  Lt: 5.417 (5.408)  Accm: 3.74 (3.68)  Acct: 5.48 (5.58)  time: 0.4069  data: 0.0017
[11-16 19:07:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 6.035 (6.044)  Lt: 5.446 (5.443)  Accm: 3.71 (3.75)  Acct: 5.60 (5.71)  time: 0.4069  data: 0.0016
[11-16 19:07:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  75/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 5.966 (5.967)  Lt: 5.287 (5.339)  Accm: 3.94 (3.93)  Acct: 6.20 (6.02)  time: 0.4069  data: 0.0013
[11-16 19:07:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  75/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 19:07:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  75/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 19:07:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  75/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 19:07:05] (/home/user/VAR/train.py , line 276)=>      [ep75]  (training )  Lm: 5.988 (5.992), Lt: 5.371 (5.377),  Acc m&t: 3.92 5.96,  Remain: 2 days, 4:30:11,  Finish: 2024-11-18 07:37
[11-16 19:07:05] (/home/user/VAR/train.py , line 276)=>      [ep75]  (training )  Lm: 5.988 (5.992), Lt: 5.371 (5.377),  Acc m&t: 3.92 5.96,  Remain: 2 days, 4:28:58,  Finish: 2024-11-18 07:36
[11-16 19:07:05] (/home/user/VAR/train.py , line 276)=>      [ep75]  (training )  Lm: 5.988 (5.992), Lt: 5.371 (5.377),  Acc m&t: 3.92 5.96,  Remain: 2 days, 4:29:54,  Finish: 2024-11-18 07:36
[11-16 19:07:05] (/home/user/VAR/train.py , line 276)=>      [ep75]  (training )  Lm: 5.988 (5.992), Lt: 5.371 (5.377),  Acc m&t: 3.92 5.96,  Remain: 2 days, 4:30:26,  Finish: 2024-11-18 07:37
[11-16 19:07:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [   0/1669]  eta: 0:10:25  tlr: 0.00013  tnm: 0.36  Lm: 6.027 (6.027)  Lt: 5.454 (5.454)  Accm: 3.69 (3.69)  Acct: 5.46 (5.46)  time: 0.3747  data: 0.0004
[11-16 19:07:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [   0/1669]  eta: 0:10:24  tlr: 0.00013  tnm: 0.36  Lm: 5.874 (5.874)  Lt: 5.236 (5.236)  Accm: 4.32 (4.32)  Acct: 6.58 (6.58)  time: 0.3744  data: 0.0004
[11-16 19:07:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [   0/1669]  eta: 0:10:25  tlr: 0.00013  tnm: 0.36  Lm: 5.981 (5.981)  Lt: 5.381 (5.381)  Accm: 3.93 (3.93)  Acct: 6.08 (6.08)  time: 0.3747  data: 0.0004
[11-16 19:07:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [   0/1669]  eta: 0:10:25  tlr: 0.00013  tnm: 0.36  Lm: 6.109 (6.109)  Lt: 5.512 (5.512)  Accm: 3.46 (3.46)  Acct: 5.60 (5.60)  time: 0.3750  data: 0.0004
[11-16 19:09:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [ 417/1669]  eta: 0:08:30  tlr: 0.00013  tnm: 0.35  Lm: 6.046 (6.046)  Lt: 5.441 (5.441)  Accm: 3.60 (3.60)  Acct: 5.67 (5.67)  time: 0.4082  data: 0.0002
[11-16 19:09:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [ 417/1669]  eta: 0:08:30  tlr: 0.00013  tnm: 0.35  Lm: 5.923 (5.923)  Lt: 5.324 (5.324)  Accm: 4.15 (4.15)  Acct: 6.20 (6.20)  time: 0.4082  data: 0.0002
[11-16 19:09:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [ 417/1669]  eta: 0:08:30  tlr: 0.00013  tnm: 0.35  Lm: 5.863 (5.863)  Lt: 5.226 (5.226)  Accm: 4.40 (4.40)  Acct: 6.53 (6.53)  time: 0.4082  data: 0.0002
[11-16 19:09:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [ 417/1669]  eta: 0:08:30  tlr: 0.00013  tnm: 0.35  Lm: 5.917 (5.917)  Lt: 5.313 (5.313)  Accm: 4.03 (4.03)  Acct: 6.10 (6.10)  time: 0.4082  data: 0.0002
[11-16 19:12:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [ 834/1669]  eta: 0:05:43  tlr: 0.00013  tnm: 0.34  Lm: 5.981 (5.943)  Lt: 5.342 (5.330)  Accm: 4.03 (4.11)  Acct: 6.23 (6.21)  time: 0.4027  data: 0.0002
[11-16 19:12:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [ 834/1669]  eta: 0:05:43  tlr: 0.00013  tnm: 0.34  Lm: 5.982 (6.009)  Lt: 5.369 (5.400)  Accm: 3.74 (3.67)  Acct: 5.75 (5.76)  time: 0.4027  data: 0.0002
[11-16 19:12:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [ 834/1669]  eta: 0:05:43  tlr: 0.00013  tnm: 0.34  Lm: 5.881 (5.905)  Lt: 5.263 (5.296)  Accm: 4.37 (4.22)  Acct: 6.68 (6.29)  time: 0.4027  data: 0.0002
[11-16 19:12:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [ 834/1669]  eta: 0:05:43  tlr: 0.00013  tnm: 0.34  Lm: 5.868 (5.865)  Lt: 5.236 (5.237)  Accm: 4.40 (4.40)  Acct: 6.58 (6.61)  time: 0.4027  data: 0.0002
[11-16 19:15:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00013  tnm: 0.38  Lm: 5.871 (5.899)  Lt: 5.249 (5.269)  Accm: 4.36 (4.25)  Acct: 6.53 (6.38)  time: 0.4061  data: 0.0002
[11-16 19:15:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00013  tnm: 0.38  Lm: 5.983 (5.986)  Lt: 5.362 (5.373)  Accm: 3.98 (3.97)  Acct: 6.16 (6.03)  time: 0.4061  data: 0.0002
[11-16 19:15:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00013  tnm: 0.38  Lm: 5.978 (6.000)  Lt: 5.349 (5.383)  Accm: 3.77 (3.76)  Acct: 5.80 (5.78)  time: 0.4061  data: 0.0002
[11-16 19:15:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [1251/1669]  eta: 0:02:52  tlr: 0.00013  tnm: 0.38  Lm: 5.932 (5.924)  Lt: 5.316 (5.314)  Accm: 4.26 (4.20)  Acct: 6.44 (6.27)  time: 0.4061  data: 0.0002
[11-16 19:18:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 5.983 (5.947)  Lt: 5.368 (5.337)  Accm: 4.15 (4.06)  Acct: 6.20 (6.07)  time: 0.4057  data: 0.0016
[11-16 19:18:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  76/350]   Total time:      0:11:37   (0.418 s / it)
[11-16 19:18:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 5.982 (6.004)  Lt: 5.369 (5.391)  Accm: 3.74 (3.75)  Acct: 5.75 (5.75)  time: 0.4057  data: 0.0015
[11-16 19:18:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 5.874 (5.918)  Lt: 5.261 (5.290)  Accm: 4.32 (4.15)  Acct: 6.49 (6.30)  time: 0.4057  data: 0.0018
[11-16 19:18:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  76/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.34  Lm: 5.984 (5.992)  Lt: 5.381 (5.376)  Accm: 3.93 (3.96)  Acct: 6.08 (6.03)  time: 0.4057  data: 0.0015
[11-16 19:18:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  76/350]   Total time:      0:11:37   (0.418 s / it)
[11-16 19:18:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  76/350]   Total time:      0:11:37   (0.418 s / it)
[11-16 19:18:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  76/350]   Total time:      0:11:37   (0.418 s / it)
[11-16 19:18:42] (/home/user/VAR/train.py , line 276)=>      [ep76]  (training )  Lm: 5.982 (5.982), Lt: 5.368 (5.368),  Acc m&t: 3.94 5.98,  Remain: 2 days, 4:30:48,  Finish: 2024-11-18 07:49
[11-16 19:18:42] (/home/user/VAR/train.py , line 276)=>      [ep76]  (training )  Lm: 5.982 (5.982), Lt: 5.368 (5.368),  Acc m&t: 3.94 5.98,  Remain: 2 days, 4:30:28,  Finish: 2024-11-18 07:49
[11-16 19:18:42] (/home/user/VAR/train.py , line 276)=>      [ep76]  (training )  Lm: 5.982 (5.982), Lt: 5.368 (5.368),  Acc m&t: 3.94 5.98,  Remain: 2 days, 4:30:31,  Finish: 2024-11-18 07:49
[11-16 19:18:42] (/home/user/VAR/train.py , line 276)=>      [ep76]  (training )  Lm: 5.982 (5.982), Lt: 5.368 (5.368),  Acc m&t: 3.94 5.98,  Remain: 2 days, 4:29:49,  Finish: 2024-11-18 07:48
[11-16 19:18:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [   0/1669]  eta: 0:10:45  tlr: 0.00013  tnm: 0.38  Lm: 6.011 (6.011)  Lt: 5.455 (5.455)  Accm: 4.00 (4.00)  Acct: 5.96 (5.96)  time: 0.3870  data: 0.0003
[11-16 19:18:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [   0/1669]  eta: 0:10:46  tlr: 0.00013  tnm: 0.38  Lm: 6.045 (6.045)  Lt: 5.457 (5.457)  Accm: 3.50 (3.50)  Acct: 5.46 (5.46)  time: 0.3876  data: 0.0004
[11-16 19:18:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [   0/1669]  eta: 0:10:46  tlr: 0.00013  tnm: 0.38  Lm: 5.980 (5.980)  Lt: 5.378 (5.378)  Accm: 3.98 (3.98)  Acct: 6.18 (6.18)  time: 0.3871  data: 0.0003
[11-16 19:18:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [   0/1669]  eta: 0:10:45  tlr: 0.00013  tnm: 0.38  Lm: 6.038 (6.038)  Lt: 5.430 (5.430)  Accm: 3.71 (3.71)  Acct: 5.49 (5.49)  time: 0.3866  data: 0.0004
[11-16 19:21:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00013  tnm: 0.35  Lm: 5.999 (5.999)  Lt: 5.388 (5.388)  Accm: 3.87 (3.87)  Acct: 5.77 (5.77)  time: 0.4480  data: 0.0002
[11-16 19:21:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00013  tnm: 0.35  Lm: 5.990 (5.990)  Lt: 5.372 (5.372)  Accm: 3.89 (3.89)  Acct: 6.03 (6.03)  time: 0.4480  data: 0.0002
[11-16 19:21:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00013  tnm: 0.35  Lm: 5.989 (5.989)  Lt: 5.371 (5.371)  Accm: 3.86 (3.86)  Acct: 5.97 (5.97)  time: 0.4480  data: 0.0002
[11-16 19:21:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00013  tnm: 0.35  Lm: 6.057 (6.057)  Lt: 5.480 (5.480)  Accm: 3.90 (3.90)  Acct: 5.89 (5.89)  time: 0.4480  data: 0.0002
[11-16 19:24:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [ 834/1669]  eta: 0:06:00  tlr: 0.00013  tnm: 0.35  Lm: 6.011 (6.007)  Lt: 5.455 (5.419)  Accm: 3.80 (3.85)  Acct: 5.82 (5.83)  time: 0.3995  data: 0.0002
[11-16 19:24:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [ 834/1669]  eta: 0:06:00  tlr: 0.00013  tnm: 0.35  Lm: 5.961 (5.960)  Lt: 5.346 (5.340)  Accm: 4.04 (4.00)  Acct: 6.04 (5.93)  time: 0.3995  data: 0.0002
[11-16 19:24:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [ 834/1669]  eta: 0:06:00  tlr: 0.00013  tnm: 0.35  Lm: 5.999 (6.004)  Lt: 5.378 (5.390)  Accm: 3.77 (3.83)  Acct: 5.84 (5.92)  time: 0.3995  data: 0.0002
[11-16 19:24:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [ 834/1669]  eta: 0:06:00  tlr: 0.00013  tnm: 0.35  Lm: 6.000 (5.993)  Lt: 5.433 (5.392)  Accm: 3.50 (3.73)  Acct: 5.46 (5.67)  time: 0.3995  data: 0.0002
[11-16 19:27:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.37  Lm: 5.975 (5.983)  Lt: 5.381 (5.376)  Accm: 3.69 (3.76)  Acct: 5.72 (5.75)  time: 0.4062  data: 0.0002
[11-16 19:27:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.37  Lm: 5.939 (5.949)  Lt: 5.328 (5.333)  Accm: 4.03 (4.00)  Acct: 5.91 (5.90)  time: 0.4062  data: 0.0002
[11-16 19:27:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.37  Lm: 5.997 (6.002)  Lt: 5.380 (5.388)  Accm: 3.75 (3.79)  Acct: 5.79 (5.87)  time: 0.4062  data: 0.0002
[11-16 19:27:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00013  tnm: 0.37  Lm: 5.958 (5.955)  Lt: 5.376 (5.338)  Accm: 3.90 (4.01)  Acct: 5.89 (6.13)  time: 0.4062  data: 0.0002
[11-16 19:30:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.35  Lm: 5.991 (5.962)  Lt: 5.404 (5.351)  Accm: 3.84 (3.98)  Acct: 5.82 (6.04)  time: 0.4078  data: 0.0014
[11-16 19:30:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  77/350]   Total time:      0:11:49   (0.425 s / it)
[11-16 19:30:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.35  Lm: 5.961 (5.956)  Lt: 5.346 (5.338)  Accm: 4.03 (3.96)  Acct: 5.97 (5.91)  time: 0.4078  data: 0.0019
[11-16 19:30:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.35  Lm: 5.995 (5.994)  Lt: 5.378 (5.372)  Accm: 3.77 (3.79)  Acct: 5.84 (5.89)  time: 0.4078  data: 0.0016
[11-16 19:30:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  77/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.35  Lm: 5.951 (5.963)  Lt: 5.328 (5.356)  Accm: 3.88 (3.90)  Acct: 5.97 (5.91)  time: 0.4078  data: 0.0015
[11-16 19:30:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  77/350]   Total time:      0:11:49   (0.425 s / it)
[11-16 19:30:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  77/350]   Total time:      0:11:49   (0.425 s / it)
[11-16 19:30:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  77/350]   Total time:      0:11:49   (0.425 s / it)
[11-16 19:30:31] (/home/user/VAR/train.py , line 276)=>      [ep77]  (training )  Lm: 5.982 (5.982), Lt: 5.368 (5.368),  Acc m&t: 3.94 5.98,  Remain: 2 days, 4:12:57,  Finish: 2024-11-18 07:43
[11-16 19:30:31] (/home/user/VAR/train.py , line 276)=>      [ep77]  (training )  Lm: 5.982 (5.982), Lt: 5.368 (5.368),  Acc m&t: 3.94 5.98,  Remain: 2 days, 4:12:12,  Finish: 2024-11-18 07:42
[11-16 19:30:31] (/home/user/VAR/train.py , line 276)=>      [ep77]  (training )  Lm: 5.982 (5.982), Lt: 5.368 (5.368),  Acc m&t: 3.94 5.98,  Remain: 2 days, 4:11:32,  Finish: 2024-11-18 07:42
[11-16 19:30:31] (/home/user/VAR/train.py , line 276)=>      [ep77]  (training )  Lm: 5.982 (5.982), Lt: 5.368 (5.368),  Acc m&t: 3.94 5.98,  Remain: 2 days, 4:14:05,  Finish: 2024-11-18 07:44
[11-16 19:30:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [   0/1669]  eta: 0:10:29  tlr: 0.00013  tnm: 0.40  Lm: 6.044 (6.044)  Lt: 5.430 (5.430)  Accm: 4.01 (4.01)  Acct: 6.25 (6.25)  time: 0.3770  data: 0.0004
[11-16 19:30:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [   0/1669]  eta: 0:10:46  tlr: 0.00013  tnm: 0.40  Lm: 6.005 (6.005)  Lt: 5.381 (5.381)  Accm: 3.99 (3.99)  Acct: 5.77 (5.77)  time: 0.3872  data: 0.0003
[11-16 19:30:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [   0/1669]  eta: 0:10:22  tlr: 0.00013  tnm: 0.40  Lm: 5.976 (5.976)  Lt: 5.329 (5.329)  Accm: 3.74 (3.74)  Acct: 5.56 (5.56)  time: 0.3729  data: 0.0003
[11-16 19:30:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [   0/1669]  eta: 0:09:42  tlr: 0.00013  tnm: 0.40  Lm: 5.901 (5.901)  Lt: 5.268 (5.268)  Accm: 4.09 (4.09)  Acct: 6.16 (6.16)  time: 0.3492  data: 0.0004
[11-16 19:33:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00013  tnm: 0.34  Lm: 5.926 (5.926)  Lt: 5.285 (5.285)  Accm: 4.20 (4.20)  Acct: 6.24 (6.24)  time: 0.4909  data: 0.0002
[11-16 19:33:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00013  tnm: 0.34  Lm: 5.977 (5.977)  Lt: 5.346 (5.346)  Accm: 3.81 (3.81)  Acct: 5.66 (5.66)  time: 0.4909  data: 0.0002
[11-16 19:33:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00013  tnm: 0.34  Lm: 5.987 (5.987)  Lt: 5.379 (5.379)  Accm: 4.01 (4.01)  Acct: 6.16 (6.16)  time: 0.4909  data: 0.0002
[11-16 19:33:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00013  tnm: 0.34  Lm: 5.962 (5.962)  Lt: 5.354 (5.354)  Accm: 4.02 (4.02)  Acct: 5.97 (5.97)  time: 0.4910  data: 0.0003
[11-16 19:36:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00013  tnm: 0.36  Lm: 5.965 (5.963)  Lt: 5.367 (5.358)  Accm: 4.08 (4.04)  Acct: 6.04 (6.00)  time: 0.4052  data: 0.0003
[11-16 19:36:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00013  tnm: 0.36  Lm: 5.961 (5.938)  Lt: 5.337 (5.303)  Accm: 4.04 (4.14)  Acct: 6.39 (6.29)  time: 0.4052  data: 0.0002
[11-16 19:36:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00013  tnm: 0.36  Lm: 5.977 (6.023)  Lt: 5.362 (5.396)  Accm: 3.74 (3.62)  Acct: 5.56 (5.39)  time: 0.4052  data: 0.0002
[11-16 19:36:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00013  tnm: 0.36  Lm: 5.930 (5.952)  Lt: 5.327 (5.328)  Accm: 4.02 (4.23)  Acct: 6.25 (6.54)  time: 0.4052  data: 0.0002
[11-16 19:39:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00013  tnm: 0.34  Lm: 5.945 (5.954)  Lt: 5.332 (5.330)  Accm: 4.09 (4.21)  Acct: 6.37 (6.53)  time: 0.4047  data: 0.0002
[11-16 19:39:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00013  tnm: 0.34  Lm: 5.992 (6.019)  Lt: 5.380 (5.396)  Accm: 3.81 (3.69)  Acct: 5.66 (5.49)  time: 0.4047  data: 0.0002
[11-16 19:39:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00013  tnm: 0.34  Lm: 5.965 (5.964)  Lt: 5.350 (5.352)  Accm: 4.01 (3.94)  Acct: 5.91 (5.81)  time: 0.4047  data: 0.0002
[11-16 19:39:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00013  tnm: 0.34  Lm: 5.961 (5.944)  Lt: 5.328 (5.307)  Accm: 4.04 (4.12)  Acct: 6.32 (6.28)  time: 0.4047  data: 0.0002
[11-16 19:42:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 5.961 (5.936)  Lt: 5.319 (5.297)  Accm: 4.04 (4.17)  Acct: 6.39 (6.38)  time: 0.4444  data: 0.0015
[11-16 19:42:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  78/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 19:42:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 5.961 (5.967)  Lt: 5.337 (5.339)  Accm: 4.02 (4.11)  Acct: 6.25 (6.33)  time: 0.4444  data: 0.0015
[11-16 19:42:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 6.008 (6.027)  Lt: 5.397 (5.420)  Accm: 3.74 (3.68)  Acct: 5.58 (5.51)  time: 0.4444  data: 0.0019
[11-16 19:42:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  78/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00013  tnm: 0.36  Lm: 5.965 (5.974)  Lt: 5.367 (5.356)  Accm: 3.95 (3.89)  Acct: 5.79 (5.77)  time: 0.4444  data: 0.0012
[11-16 19:42:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  78/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 19:42:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  78/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 19:42:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  78/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 19:42:22] (/home/user/VAR/train.py , line 276)=>      [ep78]  (training )  Lm: 5.982 (5.987), Lt: 5.368 (5.372),  Acc m&t: 3.94 5.98,  Remain: 2 days, 3:51:40,  Finish: 2024-11-18 07:34
[11-16 19:42:22] (/home/user/VAR/train.py , line 276)=>      [ep78]  (training )  Lm: 5.982 (5.987), Lt: 5.368 (5.372),  Acc m&t: 3.94 5.98,  Remain: 2 days, 3:55:30,  Finish: 2024-11-18 07:37
[11-16 19:42:22] (/home/user/VAR/train.py , line 276)=>      [ep78]  (training )  Lm: 5.982 (5.987), Lt: 5.368 (5.372),  Acc m&t: 3.94 5.98,  Remain: 2 days, 3:54:12,  Finish: 2024-11-18 07:36
[11-16 19:42:22] (/home/user/VAR/train.py , line 276)=>      [ep78]  (training )  Lm: 5.982 (5.987), Lt: 5.368 (5.372),  Acc m&t: 3.94 5.98,  Remain: 2 days, 3:55:48,  Finish: 2024-11-18 07:38
[11-16 19:42:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [   0/1669]  eta: 0:09:15  tlr: 0.00013  tnm: 0.33  Lm: 6.106 (6.106)  Lt: 5.525 (5.525)  Accm: 3.71 (3.71)  Acct: 5.60 (5.60)  time: 0.3327  data: 0.0003
[11-16 19:42:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [   0/1669]  eta: 0:09:16  tlr: 0.00013  tnm: 0.33  Lm: 5.942 (5.942)  Lt: 5.341 (5.341)  Accm: 3.83 (3.83)  Acct: 5.99 (5.99)  time: 0.3335  data: 0.0004
[11-16 19:42:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [   0/1669]  eta: 0:09:15  tlr: 0.00013  tnm: 0.33  Lm: 6.172 (6.172)  Lt: 5.531 (5.531)  Accm: 3.31 (3.31)  Acct: 5.06 (5.06)  time: 0.3329  data: 0.0004
[11-16 19:42:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [   0/1669]  eta: 0:09:16  tlr: 0.00013  tnm: 0.33  Lm: 5.950 (5.950)  Lt: 5.315 (5.315)  Accm: 3.88 (3.88)  Acct: 6.18 (6.18)  time: 0.3335  data: 0.0003
[11-16 19:45:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [ 417/1669]  eta: 0:08:29  tlr: 0.00012  tnm: 0.35  Lm: 5.996 (5.996)  Lt: 5.360 (5.360)  Accm: 3.87 (3.87)  Acct: 6.14 (6.14)  time: 0.4021  data: 0.0002
[11-16 19:45:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [ 417/1669]  eta: 0:08:29  tlr: 0.00012  tnm: 0.35  Lm: 6.102 (6.102)  Lt: 5.489 (5.489)  Accm: 3.53 (3.53)  Acct: 5.21 (5.21)  time: 0.4021  data: 0.0003
[11-16 19:45:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [ 417/1669]  eta: 0:08:29  tlr: 0.00012  tnm: 0.35  Lm: 6.081 (6.081)  Lt: 5.481 (5.481)  Accm: 3.76 (3.76)  Acct: 5.76 (5.76)  time: 0.4021  data: 0.0002
[11-16 19:45:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [ 417/1669]  eta: 0:08:29  tlr: 0.00012  tnm: 0.35  Lm: 5.970 (5.970)  Lt: 5.367 (5.367)  Accm: 3.79 (3.79)  Acct: 5.75 (5.75)  time: 0.4021  data: 0.0002
[11-16 19:48:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00012  tnm: 0.37  Lm: 5.960 (5.967)  Lt: 5.341 (5.350)  Accm: 3.77 (3.78)  Acct: 5.89 (5.80)  time: 0.4573  data: 0.0002
[11-16 19:48:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00012  tnm: 0.37  Lm: 5.978 (5.990)  Lt: 5.341 (5.354)  Accm: 3.88 (3.90)  Acct: 6.10 (6.10)  time: 0.4573  data: 0.0002
[11-16 19:48:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00012  tnm: 0.37  Lm: 6.054 (6.086)  Lt: 5.451 (5.476)  Accm: 3.63 (3.56)  Acct: 5.35 (5.33)  time: 0.4573  data: 0.0002
[11-16 19:48:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00012  tnm: 0.37  Lm: 6.056 (6.071)  Lt: 5.497 (5.486)  Accm: 3.71 (3.66)  Acct: 5.60 (5.64)  time: 0.4573  data: 0.0002
[11-16 19:51:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00012  tnm: 0.35  Lm: 6.054 (6.046)  Lt: 5.467 (5.459)  Accm: 3.68 (3.66)  Acct: 5.50 (5.56)  time: 0.4106  data: 0.0002
[11-16 19:51:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00012  tnm: 0.35  Lm: 6.010 (6.009)  Lt: 5.373 (5.374)  Accm: 3.87 (3.81)  Acct: 6.06 (5.92)  time: 0.4106  data: 0.0002
[11-16 19:51:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00012  tnm: 0.35  Lm: 6.043 (6.069)  Lt: 5.454 (5.472)  Accm: 3.69 (3.62)  Acct: 5.38 (5.35)  time: 0.4106  data: 0.0002
[11-16 19:51:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00012  tnm: 0.35  Lm: 5.979 (5.998)  Lt: 5.367 (5.387)  Accm: 3.76 (3.65)  Acct: 5.70 (5.58)  time: 0.4106  data: 0.0002
[11-16 19:54:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.960 (5.977)  Lt: 5.341 (5.355)  Accm: 3.77 (3.79)  Acct: 5.89 (5.85)  time: 0.4917  data: 0.0016
[11-16 19:54:16] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  79/350]   Total time:      0:11:54   (0.428 s / it)
[11-16 19:54:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 6.032 (6.031)  Lt: 5.451 (5.428)  Accm: 3.74 (3.84)  Acct: 5.41 (5.67)  time: 0.4917  data: 0.0015
[11-16 19:54:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 6.022 (6.011)  Lt: 5.406 (5.386)  Accm: 3.86 (3.82)  Acct: 6.03 (5.90)  time: 0.4917  data: 0.0015
[11-16 19:54:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  79/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 6.052 (6.039)  Lt: 5.436 (5.450)  Accm: 3.71 (3.70)  Acct: 5.60 (5.62)  time: 0.4917  data: 0.0022
[11-16 19:54:16] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  79/350]   Total time:      0:11:54   (0.428 s / it)
[11-16 19:54:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  79/350]   Total time:      0:11:54   (0.428 s / it)
[11-16 19:54:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  79/350]   Total time:      0:11:54   (0.428 s / it)
[11-16 19:56:19] (home/user/VAR/trainer.py, line 113)=> FID: 8.970513647549694
[11-16 19:56:20] (/home/user/VAR/train.py , line 259)=>  [*] [ep79]  (val 50000)  Lm: 5.9827, Lt: 5.3706, Acc m&t: 3.89 5.92,  Val cost: 123.13s
[11-16 19:56:20] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-16 19:56:36] (/home/user/VAR/train.py , line 276)=>      [ep79]  (training )  Lm: 5.982 (5.983), Lt: 5.368 (5.371),  Acc m&t: 3.94 5.98,  Remain: 2 days, 4:11:25,  Finish: 2024-11-18 08:05
[11-16 19:56:36] (/home/user/VAR/train.py , line 276)=>      [ep79]  (training )  Lm: 5.982 (5.983), Lt: 5.368 (5.371),  Acc m&t: 3.94 5.98,  Remain: 2 days, 4:09:49,  Finish: 2024-11-18 08:04
[11-16 19:56:36] (/home/user/VAR/train.py , line 276)=>      [ep79]  (training )  Lm: 5.982 (5.983), Lt: 5.368 (5.371),  Acc m&t: 3.94 5.98,  Remain: 2 days, 4:11:28,  Finish: 2024-11-18 08:05
[11-16 19:56:36] (/home/user/VAR/train.py , line 276)=>      [ep79]  (training )  Lm: 5.982 (5.983), Lt: 5.368 (5.371),  Acc m&t: 3.94 5.98,  Remain: 2 days, 4:09:50,  Finish: 2024-11-18 08:04
[11-16 19:56:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [   0/1669]  eta: 0:10:23  tlr: 0.00012  tnm: 0.35  Lm: 6.034 (6.034)  Lt: 5.428 (5.428)  Accm: 3.70 (3.70)  Acct: 5.72 (5.72)  time: 0.3733  data: 0.0003
[11-16 19:56:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [   0/1669]  eta: 0:10:20  tlr: 0.00012  tnm: 0.35  Lm: 5.950 (5.950)  Lt: 5.350 (5.350)  Accm: 4.23 (4.23)  Acct: 6.47 (6.47)  time: 0.3719  data: 0.0005
[11-16 19:56:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [   0/1669]  eta: 0:10:30  tlr: 0.00012  tnm: 0.35  Lm: 5.973 (5.973)  Lt: 5.388 (5.388)  Accm: 3.80 (3.80)  Acct: 5.63 (5.63)  time: 0.3777  data: 0.0004
[11-16 19:56:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [   0/1669]  eta: 0:10:22  tlr: 0.00012  tnm: 0.35  Lm: 5.961 (5.961)  Lt: 5.312 (5.312)  Accm: 3.89 (3.89)  Acct: 5.97 (5.97)  time: 0.3729  data: 0.0004
[11-16 19:59:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [ 417/1669]  eta: 0:08:31  tlr: 0.00012  tnm: 0.39  Lm: 5.979 (5.979)  Lt: 5.370 (5.370)  Accm: 3.99 (3.99)  Acct: 6.12 (6.12)  time: 0.4051  data: 0.0002
[11-16 19:59:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [ 417/1669]  eta: 0:08:31  tlr: 0.00012  tnm: 0.39  Lm: 5.947 (5.947)  Lt: 5.364 (5.364)  Accm: 3.96 (3.96)  Acct: 5.81 (5.81)  time: 0.4051  data: 0.0002
[11-16 19:59:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [ 417/1669]  eta: 0:08:31  tlr: 0.00012  tnm: 0.39  Lm: 5.981 (5.981)  Lt: 5.373 (5.373)  Accm: 3.99 (3.99)  Acct: 6.10 (6.10)  time: 0.4051  data: 0.0002
[11-16 19:59:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [ 417/1669]  eta: 0:08:31  tlr: 0.00012  tnm: 0.39  Lm: 6.002 (6.002)  Lt: 5.418 (5.418)  Accm: 3.87 (3.87)  Acct: 5.90 (5.90)  time: 0.4051  data: 0.0002
[11-16 20:02:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [ 834/1669]  eta: 0:05:51  tlr: 0.00012  tnm: 0.33  Lm: 5.970 (5.978)  Lt: 5.408 (5.372)  Accm: 4.04 (3.97)  Acct: 6.08 (6.15)  time: 0.4484  data: 0.0002
[11-16 20:02:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [ 834/1669]  eta: 0:05:51  tlr: 0.00012  tnm: 0.33  Lm: 5.973 (6.000)  Lt: 5.388 (5.424)  Accm: 3.80 (3.75)  Acct: 5.63 (5.57)  time: 0.4484  data: 0.0002
[11-16 20:02:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [ 834/1669]  eta: 0:05:51  tlr: 0.00012  tnm: 0.33  Lm: 5.998 (6.011)  Lt: 5.427 (5.407)  Accm: 3.89 (3.89)  Acct: 5.97 (5.96)  time: 0.4484  data: 0.0002
[11-16 20:02:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [ 834/1669]  eta: 0:05:51  tlr: 0.00012  tnm: 0.33  Lm: 6.013 (6.033)  Lt: 5.396 (5.436)  Accm: 3.74 (3.83)  Acct: 5.73 (5.77)  time: 0.4484  data: 0.0002
[11-16 20:05:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00012  tnm: 0.37  Lm: 5.993 (6.018)  Lt: 5.373 (5.412)  Accm: 3.79 (3.84)  Acct: 5.84 (5.81)  time: 0.4027  data: 0.0002
[11-16 20:05:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00012  tnm: 0.37  Lm: 5.979 (5.996)  Lt: 5.384 (5.413)  Accm: 3.80 (3.76)  Acct: 5.81 (5.67)  time: 0.4027  data: 0.0002
[11-16 20:05:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00012  tnm: 0.37  Lm: 6.002 (5.993)  Lt: 5.418 (5.390)  Accm: 3.87 (3.90)  Acct: 5.90 (6.03)  time: 0.4027  data: 0.0002
[11-16 20:05:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00012  tnm: 0.37  Lm: 5.991 (6.004)  Lt: 5.418 (5.408)  Accm: 3.89 (3.89)  Acct: 5.92 (5.94)  time: 0.4027  data: 0.0002
[11-16 20:08:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.34  Lm: 5.990 (6.002)  Lt: 5.409 (5.401)  Accm: 3.89 (3.88)  Acct: 5.96 (5.94)  time: 0.4088  data: 0.0021
[11-16 20:08:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  80/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 20:08:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.34  Lm: 6.013 (6.029)  Lt: 5.396 (5.420)  Accm: 3.79 (3.83)  Acct: 5.94 (5.85)  time: 0.4088  data: 0.0015
[11-16 20:08:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.34  Lm: 5.970 (5.960)  Lt: 5.408 (5.352)  Accm: 4.04 (4.03)  Acct: 6.08 (6.23)  time: 0.4088  data: 0.0016
[11-16 20:08:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  80/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.34  Lm: 5.973 (5.978)  Lt: 5.379 (5.386)  Accm: 3.80 (3.87)  Acct: 5.99 (5.92)  time: 0.4088  data: 0.0021
[11-16 20:08:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  80/350]   Total time:      0:11:44   (0.422 s / it)
[11-16 20:08:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  80/350]   Total time:      0:11:45   (0.422 s / it)
[11-16 20:08:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  80/350]   Total time:      0:11:45   (0.422 s / it)
[11-16 20:08:21] (/home/user/VAR/train.py , line 276)=>      [ep80]  (training )  Lm: 5.982 (5.987), Lt: 5.368 (5.374),  Acc m&t: 3.94 5.98,  Remain: 2 days, 3:59:47,  Finish: 2024-11-18 08:08
[11-16 20:08:21] (/home/user/VAR/train.py , line 276)=>      [ep80]  (training )  Lm: 5.982 (5.987), Lt: 5.368 (5.374),  Acc m&t: 3.94 5.98,  Remain: 2 days, 3:59:51,  Finish: 2024-11-18 08:08
[11-16 20:08:21] (/home/user/VAR/train.py , line 276)=>      [ep80]  (training )  Lm: 5.982 (5.987), Lt: 5.368 (5.374),  Acc m&t: 3.94 5.98,  Remain: 2 days, 3:59:02,  Finish: 2024-11-18 08:07
[11-16 20:08:21] (/home/user/VAR/train.py , line 276)=>      [ep80]  (training )  Lm: 5.982 (5.987), Lt: 5.368 (5.374),  Acc m&t: 3.94 5.98,  Remain: 2 days, 3:59:18,  Finish: 2024-11-18 08:07
[11-16 20:08:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [   0/1669]  eta: 0:09:47  tlr: 0.00012  tnm: 0.35  Lm: 5.999 (5.999)  Lt: 5.375 (5.375)  Accm: 3.63 (3.63)  Acct: 5.46 (5.46)  time: 0.3520  data: 0.0004
[11-16 20:08:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [   0/1669]  eta: 0:10:10  tlr: 0.00012  tnm: 0.35  Lm: 5.842 (5.842)  Lt: 5.204 (5.204)  Accm: 4.64 (4.64)  Acct: 7.15 (7.15)  time: 0.3661  data: 0.0003
[11-16 20:08:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [   0/1669]  eta: 0:09:47  tlr: 0.00012  tnm: 0.35  Lm: 5.934 (5.934)  Lt: 5.260 (5.260)  Accm: 3.80 (3.80)  Acct: 6.15 (6.15)  time: 0.3518  data: 0.0003
[11-16 20:08:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [   0/1669]  eta: 0:09:47  tlr: 0.00012  tnm: 0.35  Lm: 5.920 (5.920)  Lt: 5.317 (5.317)  Accm: 4.52 (4.52)  Acct: 6.78 (6.78)  time: 0.3517  data: 0.0004
[11-16 20:11:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00012  tnm: 0.37  Lm: 5.951 (5.951)  Lt: 5.347 (5.347)  Accm: 4.29 (4.29)  Acct: 6.40 (6.40)  time: 0.4501  data: 0.0002
[11-16 20:11:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00012  tnm: 0.37  Lm: 5.977 (5.977)  Lt: 5.323 (5.323)  Accm: 3.79 (3.79)  Acct: 5.97 (5.97)  time: 0.4501  data: 0.0002
[11-16 20:11:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00012  tnm: 0.37  Lm: 5.947 (5.947)  Lt: 5.340 (5.340)  Accm: 4.18 (4.18)  Acct: 6.33 (6.33)  time: 0.4501  data: 0.0002
[11-16 20:11:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00012  tnm: 0.37  Lm: 6.009 (6.009)  Lt: 5.396 (5.396)  Accm: 3.82 (3.82)  Acct: 5.72 (5.72)  time: 0.4501  data: 0.0002
[11-16 20:14:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00012  tnm: 0.34  Lm: 5.999 (5.994)  Lt: 5.375 (5.379)  Accm: 4.00 (3.89)  Acct: 5.97 (5.89)  time: 0.4027  data: 0.0002
[11-16 20:14:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00012  tnm: 0.34  Lm: 6.021 (6.006)  Lt: 5.387 (5.357)  Accm: 3.79 (3.68)  Acct: 5.80 (5.73)  time: 0.4027  data: 0.0002
[11-16 20:14:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00012  tnm: 0.34  Lm: 5.965 (5.956)  Lt: 5.376 (5.360)  Accm: 4.05 (4.16)  Acct: 6.03 (6.19)  time: 0.4027  data: 0.0002
[11-16 20:14:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00012  tnm: 0.34  Lm: 5.881 (5.925)  Lt: 5.235 (5.305)  Accm: 4.33 (4.23)  Acct: 6.35 (6.34)  time: 0.4027  data: 0.0002
[11-16 20:17:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00012  tnm: 0.37  Lm: 5.862 (5.892)  Lt: 5.220 (5.259)  Accm: 4.49 (4.37)  Acct: 6.75 (6.62)  time: 0.4079  data: 0.0002
[11-16 20:17:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00012  tnm: 0.37  Lm: 5.974 (5.981)  Lt: 5.381 (5.392)  Accm: 3.97 (4.04)  Acct: 5.89 (6.00)  time: 0.4079  data: 0.0002
[11-16 20:17:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00012  tnm: 0.37  Lm: 6.016 (6.008)  Lt: 5.391 (5.366)  Accm: 3.68 (3.65)  Acct: 5.52 (5.57)  time: 0.4079  data: 0.0002
[11-16 20:17:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00012  tnm: 0.37  Lm: 6.009 (6.004)  Lt: 5.372 (5.377)  Accm: 3.98 (3.90)  Acct: 5.91 (5.88)  time: 0.4079  data: 0.0002
[11-16 20:20:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.34  Lm: 5.999 (5.993)  Lt: 5.369 (5.369)  Accm: 4.00 (4.02)  Acct: 5.97 (6.01)  time: 0.4030  data: 0.0019
[11-16 20:20:04] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  81/350]   Total time:      0:11:43   (0.421 s / it)
[11-16 20:20:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.34  Lm: 5.881 (5.926)  Lt: 5.235 (5.302)  Accm: 4.33 (4.18)  Acct: 6.35 (6.27)  time: 0.4030  data: 0.0015
[11-16 20:20:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.34  Lm: 6.018 (6.010)  Lt: 5.395 (5.387)  Accm: 3.78 (3.68)  Acct: 5.46 (5.55)  time: 0.4030  data: 0.0015
[11-16 20:20:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  81/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.34  Lm: 5.965 (5.962)  Lt: 5.376 (5.354)  Accm: 4.05 (4.14)  Acct: 6.03 (6.23)  time: 0.4030  data: 0.0020
[11-16 20:20:04] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  81/350]   Total time:      0:11:43   (0.421 s / it)
[11-16 20:20:04] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  81/350]   Total time:      0:11:43   (0.421 s / it)
[11-16 20:20:04] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  81/350]   Total time:      0:11:43   (0.421 s / it)
[11-16 20:20:04] (/home/user/VAR/train.py , line 276)=>      [ep81]  (training )  Lm: 5.980 (5.980), Lt: 5.366 (5.366),  Acc m&t: 3.94 5.98,  Remain: 2 days, 3:03:12,  Finish: 2024-11-18 07:23
[11-16 20:20:04] (/home/user/VAR/train.py , line 276)=>      [ep81]  (training )  Lm: 5.980 (5.980), Lt: 5.366 (5.366),  Acc m&t: 3.94 5.98,  Remain: 2 days, 3:02:30,  Finish: 2024-11-18 07:22
[11-16 20:20:04] (/home/user/VAR/train.py , line 276)=>      [ep81]  (training )  Lm: 5.980 (5.980), Lt: 5.366 (5.366),  Acc m&t: 3.94 5.98,  Remain: 2 days, 3:02:44,  Finish: 2024-11-18 07:22
[11-16 20:20:04] (/home/user/VAR/train.py , line 276)=>      [ep81]  (training )  Lm: 5.980 (5.980), Lt: 5.366 (5.366),  Acc m&t: 3.94 5.98,  Remain: 2 days, 3:02:52,  Finish: 2024-11-18 07:22
[11-16 20:20:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [   0/1669]  eta: 0:11:11  tlr: 0.00012  tnm: 0.37  Lm: 5.918 (5.918)  Lt: 5.279 (5.279)  Accm: 3.97 (3.97)  Acct: 6.06 (6.06)  time: 0.4023  data: 0.0003
[11-16 20:20:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [   0/1669]  eta: 0:11:12  tlr: 0.00012  tnm: 0.37  Lm: 5.944 (5.944)  Lt: 5.367 (5.367)  Accm: 4.09 (4.09)  Acct: 6.11 (6.11)  time: 0.4027  data: 0.0003
[11-16 20:20:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [   0/1669]  eta: 0:11:11  tlr: 0.00012  tnm: 0.37  Lm: 5.921 (5.921)  Lt: 5.300 (5.300)  Accm: 4.37 (4.37)  Acct: 6.65 (6.65)  time: 0.4026  data: 0.0004
[11-16 20:20:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [   0/1669]  eta: 0:11:11  tlr: 0.00012  tnm: 0.37  Lm: 6.013 (6.013)  Lt: 5.394 (5.394)  Accm: 3.82 (3.82)  Acct: 5.80 (5.80)  time: 0.4026  data: 0.0003
[11-16 20:23:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00012  tnm: 0.34  Lm: 5.946 (5.946)  Lt: 5.316 (5.316)  Accm: 4.00 (4.00)  Acct: 6.22 (6.22)  time: 0.4027  data: 0.0002
[11-16 20:23:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00012  tnm: 0.34  Lm: 5.938 (5.938)  Lt: 5.329 (5.329)  Accm: 4.04 (4.04)  Acct: 6.13 (6.13)  time: 0.4027  data: 0.0002
[11-16 20:23:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00012  tnm: 0.34  Lm: 6.005 (6.005)  Lt: 5.420 (5.420)  Accm: 3.89 (3.89)  Acct: 5.78 (5.78)  time: 0.4027  data: 0.0002
[11-16 20:23:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00012  tnm: 0.34  Lm: 5.966 (5.966)  Lt: 5.350 (5.350)  Accm: 4.10 (4.10)  Acct: 6.14 (6.14)  time: 0.4027  data: 0.0002
[11-16 20:26:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [ 834/1669]  eta: 0:06:03  tlr: 0.00012  tnm: 0.35  Lm: 6.009 (5.980)  Lt: 5.399 (5.372)  Accm: 3.98 (4.06)  Acct: 6.10 (6.12)  time: 0.4032  data: 0.0002
[11-16 20:26:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [ 834/1669]  eta: 0:06:03  tlr: 0.00012  tnm: 0.35  Lm: 5.944 (5.965)  Lt: 5.367 (5.359)  Accm: 4.09 (4.04)  Acct: 6.11 (6.10)  time: 0.4032  data: 0.0002
[11-16 20:26:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [ 834/1669]  eta: 0:06:03  tlr: 0.00012  tnm: 0.35  Lm: 5.958 (5.995)  Lt: 5.379 (5.382)  Accm: 3.97 (3.86)  Acct: 6.06 (5.90)  time: 0.4032  data: 0.0002
[11-16 20:26:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [ 834/1669]  eta: 0:06:03  tlr: 0.00012  tnm: 0.35  Lm: 5.968 (5.954)  Lt: 5.349 (5.327)  Accm: 4.12 (4.04)  Acct: 6.06 (6.16)  time: 0.4032  data: 0.0002
[11-16 20:29:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.36  Lm: 5.989 (5.968)  Lt: 5.364 (5.340)  Accm: 4.04 (4.02)  Acct: 6.03 (6.12)  time: 0.4049  data: 0.0002
[11-16 20:29:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.36  Lm: 5.995 (5.980)  Lt: 5.372 (5.365)  Accm: 3.98 (4.04)  Acct: 6.21 (6.17)  time: 0.4049  data: 0.0002
[11-16 20:29:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.36  Lm: 5.976 (5.995)  Lt: 5.370 (5.377)  Accm: 3.97 (3.89)  Acct: 6.13 (5.99)  time: 0.4049  data: 0.0002
[11-16 20:29:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.36  Lm: 5.943 (5.960)  Lt: 5.338 (5.347)  Accm: 4.20 (4.11)  Acct: 6.32 (6.20)  time: 0.4049  data: 0.0002
[11-16 20:31:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.34  Lm: 5.944 (5.968)  Lt: 5.354 (5.348)  Accm: 4.09 (4.01)  Acct: 6.11 (6.12)  time: 0.4464  data: 0.0017
[11-16 20:31:57] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  82/350]   Total time:      0:11:53   (0.427 s / it)
[11-16 20:31:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.34  Lm: 6.009 (5.988)  Lt: 5.399 (5.374)  Accm: 3.98 (4.00)  Acct: 6.10 (6.15)  time: 0.4464  data: 0.0019
[11-16 20:31:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.34  Lm: 6.006 (5.975)  Lt: 5.380 (5.358)  Accm: 3.96 (3.98)  Acct: 5.99 (5.99)  time: 0.4464  data: 0.0015
[11-16 20:31:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  82/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.34  Lm: 5.976 (5.991)  Lt: 5.371 (5.376)  Accm: 3.98 (3.91)  Acct: 6.06 (5.93)  time: 0.4464  data: 0.0020
[11-16 20:31:57] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  82/350]   Total time:      0:11:53   (0.427 s / it)
[11-16 20:31:57] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  82/350]   Total time:      0:11:53   (0.427 s / it)
[11-16 20:31:57] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  82/350]   Total time:      0:11:53   (0.427 s / it)
[11-16 20:31:57] (/home/user/VAR/train.py , line 276)=>      [ep82]  (training )  Lm: 5.970 (5.970), Lt: 5.349 (5.349),  Acc m&t: 3.98 6.08,  Remain: 2 days, 3:00:08,  Finish: 2024-11-18 07:32
[11-16 20:31:57] (/home/user/VAR/train.py , line 276)=>      [ep82]  (training )  Lm: 5.970 (5.970), Lt: 5.349 (5.349),  Acc m&t: 3.98 6.08,  Remain: 2 days, 3:00:51,  Finish: 2024-11-18 07:32
[11-16 20:31:57] (/home/user/VAR/train.py , line 276)=>      [ep82]  (training )  Lm: 5.970 (5.970), Lt: 5.349 (5.349),  Acc m&t: 3.98 6.08,  Remain: 2 days, 3:02:14,  Finish: 2024-11-18 07:34
[11-16 20:31:57] (/home/user/VAR/train.py , line 276)=>      [ep82]  (training )  Lm: 5.970 (5.970), Lt: 5.349 (5.349),  Acc m&t: 3.98 6.08,  Remain: 2 days, 3:00:00,  Finish: 2024-11-18 07:31
[11-16 20:31:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [   0/1669]  eta: 0:10:34  tlr: 0.00012  tnm: 0.37  Lm: 5.992 (5.992)  Lt: 5.361 (5.361)  Accm: 3.74 (3.74)  Acct: 5.80 (5.80)  time: 0.3804  data: 0.0004
[11-16 20:31:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [   0/1669]  eta: 0:10:35  tlr: 0.00012  tnm: 0.37  Lm: 6.013 (6.013)  Lt: 5.377 (5.377)  Accm: 3.89 (3.89)  Acct: 5.97 (5.97)  time: 0.3810  data: 0.0003
[11-16 20:31:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [   0/1669]  eta: 0:10:27  tlr: 0.00012  tnm: 0.37  Lm: 5.873 (5.873)  Lt: 5.225 (5.225)  Accm: 4.43 (4.43)  Acct: 6.99 (6.99)  time: 0.3759  data: 0.0004
[11-16 20:31:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [   0/1669]  eta: 0:10:35  tlr: 0.00012  tnm: 0.37  Lm: 5.870 (5.870)  Lt: 5.270 (5.270)  Accm: 4.20 (4.20)  Acct: 6.35 (6.35)  time: 0.3810  data: 0.0004
[11-16 20:34:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.00012  tnm: 0.34  Lm: 5.932 (5.932)  Lt: 5.318 (5.318)  Accm: 4.05 (4.05)  Acct: 6.22 (6.22)  time: 0.4403  data: 0.0002
[11-16 20:34:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.00012  tnm: 0.34  Lm: 5.966 (5.966)  Lt: 5.342 (5.342)  Accm: 3.94 (3.94)  Acct: 6.07 (6.07)  time: 0.4404  data: 0.0002
[11-16 20:34:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.00012  tnm: 0.34  Lm: 6.024 (6.024)  Lt: 5.429 (5.429)  Accm: 3.77 (3.77)  Acct: 5.57 (5.57)  time: 0.4403  data: 0.0002
[11-16 20:34:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.00012  tnm: 0.34  Lm: 5.993 (5.993)  Lt: 5.353 (5.353)  Accm: 3.84 (3.84)  Acct: 5.87 (5.87)  time: 0.4403  data: 0.0002
[11-16 20:37:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00012  tnm: 0.36  Lm: 5.994 (5.996)  Lt: 5.361 (5.372)  Accm: 3.74 (3.75)  Acct: 5.80 (5.70)  time: 0.4078  data: 0.0002
[11-16 20:37:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00012  tnm: 0.36  Lm: 6.013 (5.995)  Lt: 5.377 (5.391)  Accm: 3.89 (3.85)  Acct: 5.97 (5.77)  time: 0.4078  data: 0.0002
[11-16 20:37:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00012  tnm: 0.36  Lm: 5.970 (5.967)  Lt: 5.331 (5.339)  Accm: 3.88 (3.92)  Acct: 5.97 (6.04)  time: 0.4078  data: 0.0002
[11-16 20:37:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00012  tnm: 0.36  Lm: 5.982 (5.948)  Lt: 5.366 (5.343)  Accm: 3.95 (4.02)  Acct: 6.08 (6.10)  time: 0.4078  data: 0.0002
[11-16 20:40:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.36  Lm: 5.966 (5.949)  Lt: 5.340 (5.336)  Accm: 3.98 (4.02)  Acct: 6.13 (6.12)  time: 0.4506  data: 0.0002
[11-16 20:40:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.36  Lm: 6.014 (5.992)  Lt: 5.387 (5.365)  Accm: 3.71 (3.83)  Acct: 5.82 (5.94)  time: 0.4505  data: 0.0002
[11-16 20:40:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.36  Lm: 5.975 (5.956)  Lt: 5.346 (5.360)  Accm: 3.96 (4.00)  Acct: 6.07 (5.95)  time: 0.4506  data: 0.0002
[11-16 20:40:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.36  Lm: 5.998 (6.013)  Lt: 5.386 (5.384)  Accm: 3.71 (3.73)  Acct: 5.85 (5.75)  time: 0.4506  data: 0.0004
[11-16 20:43:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.994 (6.007)  Lt: 5.403 (5.388)  Accm: 3.74 (3.76)  Acct: 5.80 (5.73)  time: 0.4535  data: 0.0023
[11-16 20:43:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  83/350]   Total time:      0:11:51   (0.427 s / it)
[11-16 20:43:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 6.035 (6.000)  Lt: 5.431 (5.378)  Accm: 3.69 (3.80)  Acct: 5.66 (5.88)  time: 0.4535  data: 0.0015
[11-16 20:43:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.950 (5.948)  Lt: 5.315 (5.332)  Accm: 4.02 (4.08)  Acct: 6.18 (6.23)  time: 0.4535  data: 0.0015
[11-16 20:43:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  83/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.988 (5.962)  Lt: 5.377 (5.366)  Accm: 3.89 (3.96)  Acct: 5.97 (5.88)  time: 0.4535  data: 0.0019
[11-16 20:43:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  83/350]   Total time:      0:11:51   (0.427 s / it)
[11-16 20:43:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  83/350]   Total time:      0:11:51   (0.427 s / it)
[11-16 20:43:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  83/350]   Total time:      0:11:51   (0.427 s / it)
[11-16 20:43:49] (/home/user/VAR/train.py , line 276)=>      [ep83]  (training )  Lm: 5.970 (5.976), Lt: 5.349 (5.360),  Acc m&t: 3.98 6.08,  Remain: 2 days, 3:04:26,  Finish: 2024-11-18 07:48
[11-16 20:43:49] (/home/user/VAR/train.py , line 276)=>      [ep83]  (training )  Lm: 5.970 (5.976), Lt: 5.349 (5.360),  Acc m&t: 3.98 6.08,  Remain: 2 days, 3:04:55,  Finish: 2024-11-18 07:48
[11-16 20:43:49] (/home/user/VAR/train.py , line 276)=>      [ep83]  (training )  Lm: 5.970 (5.976), Lt: 5.349 (5.360),  Acc m&t: 3.98 6.08,  Remain: 2 days, 3:04:07,  Finish: 2024-11-18 07:47
[11-16 20:43:49] (/home/user/VAR/train.py , line 276)=>      [ep83]  (training )  Lm: 5.970 (5.976), Lt: 5.349 (5.360),  Acc m&t: 3.98 6.08,  Remain: 2 days, 3:05:03,  Finish: 2024-11-18 07:48
[11-16 20:43:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [   0/1669]  eta: 0:10:22  tlr: 0.00012  tnm: 0.34  Lm: 5.829 (5.829)  Lt: 5.184 (5.184)  Accm: 4.76 (4.76)  Acct: 7.02 (7.02)  time: 0.3732  data: 0.0004
[11-16 20:43:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [   0/1669]  eta: 0:10:23  tlr: 0.00012  tnm: 0.34  Lm: 6.056 (6.056)  Lt: 5.492 (5.492)  Accm: 3.53 (3.53)  Acct: 5.35 (5.35)  time: 0.3734  data: 0.0003
[11-16 20:43:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [   0/1669]  eta: 0:10:23  tlr: 0.00012  tnm: 0.34  Lm: 6.031 (6.031)  Lt: 5.367 (5.367)  Accm: 3.63 (3.63)  Acct: 5.73 (5.73)  time: 0.3735  data: 0.0004
[11-16 20:43:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [   0/1669]  eta: 0:10:23  tlr: 0.00012  tnm: 0.34  Lm: 5.983 (5.983)  Lt: 5.383 (5.383)  Accm: 3.63 (3.63)  Acct: 5.75 (5.75)  time: 0.3735  data: 0.0003
[11-16 20:46:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00012  tnm: 0.36  Lm: 5.963 (5.963)  Lt: 5.337 (5.337)  Accm: 3.82 (3.82)  Acct: 6.02 (6.02)  time: 0.3995  data: 0.0002
[11-16 20:46:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00012  tnm: 0.36  Lm: 5.917 (5.917)  Lt: 5.285 (5.285)  Accm: 4.30 (4.30)  Acct: 6.43 (6.43)  time: 0.3995  data: 0.0003
[11-16 20:46:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00012  tnm: 0.36  Lm: 5.981 (5.981)  Lt: 5.322 (5.322)  Accm: 3.80 (3.80)  Acct: 6.08 (6.08)  time: 0.3995  data: 0.0002
[11-16 20:46:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00012  tnm: 0.36  Lm: 5.959 (5.959)  Lt: 5.372 (5.372)  Accm: 4.05 (4.05)  Acct: 6.16 (6.16)  time: 0.3995  data: 0.0002
[11-16 20:49:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00012  tnm: 0.37  Lm: 5.894 (5.937)  Lt: 5.256 (5.334)  Accm: 4.14 (4.08)  Acct: 6.28 (6.20)  time: 0.4497  data: 0.0002
[11-16 20:49:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00012  tnm: 0.37  Lm: 5.983 (6.011)  Lt: 5.383 (5.393)  Accm: 3.63 (3.64)  Acct: 5.75 (5.58)  time: 0.4497  data: 0.0002
[11-16 20:49:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00012  tnm: 0.37  Lm: 6.005 (5.989)  Lt: 5.349 (5.331)  Accm: 3.76 (3.79)  Acct: 5.84 (6.00)  time: 0.4497  data: 0.0002
[11-16 20:49:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [ 834/1669]  eta: 0:05:47  tlr: 0.00012  tnm: 0.37  Lm: 6.005 (5.958)  Lt: 5.386 (5.330)  Accm: 3.84 (4.05)  Acct: 5.84 (6.08)  time: 0.4497  data: 0.0002
[11-16 20:52:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00012  tnm: 0.37  Lm: 5.952 (5.943)  Lt: 5.326 (5.314)  Accm: 4.04 (4.10)  Acct: 6.13 (6.16)  time: 0.4470  data: 0.0002
[11-16 20:52:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00012  tnm: 0.37  Lm: 5.942 (5.950)  Lt: 5.331 (5.352)  Accm: 3.97 (4.01)  Acct: 5.93 (6.04)  time: 0.4470  data: 0.0002
[11-16 20:52:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00012  tnm: 0.37  Lm: 5.985 (5.983)  Lt: 5.352 (5.337)  Accm: 3.86 (3.85)  Acct: 6.10 (6.09)  time: 0.4470  data: 0.0002
[11-16 20:52:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00012  tnm: 0.37  Lm: 6.001 (6.014)  Lt: 5.397 (5.397)  Accm: 3.67 (3.66)  Acct: 5.79 (5.64)  time: 0.4470  data: 0.0004
[11-16 20:55:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.33  Lm: 6.020 (6.035)  Lt: 5.412 (5.423)  Accm: 3.63 (3.63)  Acct: 5.75 (5.60)  time: 0.4553  data: 0.0015
[11-16 20:55:40] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  84/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 20:55:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.33  Lm: 5.964 (5.976)  Lt: 5.354 (5.349)  Accm: 3.96 (3.97)  Acct: 6.35 (6.19)  time: 0.4553  data: 0.0019
[11-16 20:55:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.33  Lm: 5.990 (5.981)  Lt: 5.406 (5.385)  Accm: 3.89 (3.98)  Acct: 5.82 (6.00)  time: 0.4553  data: 0.0015
[11-16 20:55:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  84/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.33  Lm: 5.899 (5.932)  Lt: 5.271 (5.305)  Accm: 4.23 (4.15)  Acct: 6.42 (6.26)  time: 0.4553  data: 0.0019
[11-16 20:55:40] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  84/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 20:55:40] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  84/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 20:55:40] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  84/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 20:55:40] (/home/user/VAR/train.py , line 276)=>      [ep84]  (training )  Lm: 5.970 (5.974), Lt: 5.349 (5.357),  Acc m&t: 3.98 6.08,  Remain: 2 days, 3:07:09,  Finish: 2024-11-18 08:02
[11-16 20:55:40] (/home/user/VAR/train.py , line 276)=>      [ep84]  (training )  Lm: 5.970 (5.974), Lt: 5.349 (5.357),  Acc m&t: 3.98 6.08,  Remain: 2 days, 3:07:30,  Finish: 2024-11-18 08:03
[11-16 20:55:40] (/home/user/VAR/train.py , line 276)=>      [ep84]  (training )  Lm: 5.970 (5.974), Lt: 5.349 (5.357),  Acc m&t: 3.98 6.08,  Remain: 2 days, 3:06:45,  Finish: 2024-11-18 08:02
[11-16 20:55:40] (/home/user/VAR/train.py , line 276)=>      [ep84]  (training )  Lm: 5.970 (5.974), Lt: 5.349 (5.357),  Acc m&t: 3.98 6.08,  Remain: 2 days, 3:04:10,  Finish: 2024-11-18 07:59
[11-16 20:55:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [   0/1669]  eta: 0:10:09  tlr: 0.00012  tnm: 0.36  Lm: 6.007 (6.007)  Lt: 5.389 (5.389)  Accm: 3.93 (3.93)  Acct: 5.87 (5.87)  time: 0.3654  data: 0.0003
[11-16 20:55:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [   0/1669]  eta: 0:10:09  tlr: 0.00012  tnm: 0.36  Lm: 6.051 (6.051)  Lt: 5.454 (5.454)  Accm: 3.73 (3.73)  Acct: 5.42 (5.42)  time: 0.3654  data: 0.0004
[11-16 20:55:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [   0/1669]  eta: 0:10:09  tlr: 0.00012  tnm: 0.36  Lm: 5.983 (5.983)  Lt: 5.369 (5.369)  Accm: 3.93 (3.93)  Acct: 5.87 (5.87)  time: 0.3654  data: 0.0004
[11-16 20:55:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [   0/1669]  eta: 0:10:10  tlr: 0.00012  tnm: 0.36  Lm: 6.081 (6.081)  Lt: 5.480 (5.480)  Accm: 3.60 (3.60)  Acct: 5.23 (5.23)  time: 0.3659  data: 0.0004
[11-16 20:58:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00012  tnm: 0.33  Lm: 5.991 (5.991)  Lt: 5.372 (5.372)  Accm: 3.93 (3.93)  Acct: 5.94 (5.94)  time: 0.4059  data: 0.0002
[11-16 20:58:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00012  tnm: 0.33  Lm: 6.038 (6.038)  Lt: 5.438 (5.438)  Accm: 3.69 (3.69)  Acct: 5.51 (5.51)  time: 0.4058  data: 0.0002
[11-16 20:58:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00012  tnm: 0.33  Lm: 5.918 (5.918)  Lt: 5.276 (5.276)  Accm: 4.31 (4.31)  Acct: 6.53 (6.53)  time: 0.4058  data: 0.0002
[11-16 20:58:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00012  tnm: 0.33  Lm: 5.881 (5.881)  Lt: 5.265 (5.265)  Accm: 4.47 (4.47)  Acct: 6.42 (6.42)  time: 0.4059  data: 0.0002
[11-16 21:01:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00012  tnm: 0.35  Lm: 5.983 (5.928)  Lt: 5.369 (5.325)  Accm: 3.93 (4.27)  Acct: 5.87 (6.16)  time: 0.4527  data: 0.0003
[11-16 21:01:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00012  tnm: 0.35  Lm: 5.946 (5.976)  Lt: 5.368 (5.370)  Accm: 4.09 (3.98)  Acct: 6.27 (6.05)  time: 0.4527  data: 0.0002
[11-16 21:01:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00012  tnm: 0.35  Lm: 6.025 (6.029)  Lt: 5.422 (5.415)  Accm: 3.73 (3.76)  Acct: 5.60 (5.75)  time: 0.4527  data: 0.0002
[11-16 21:01:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00012  tnm: 0.35  Lm: 6.007 (5.957)  Lt: 5.389 (5.317)  Accm: 3.93 (4.17)  Acct: 6.03 (6.36)  time: 0.4528  data: 0.0002
[11-16 21:04:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00012  tnm: 0.36  Lm: 6.012 (5.973)  Lt: 5.392 (5.336)  Accm: 3.91 (4.06)  Acct: 5.95 (6.16)  time: 0.4051  data: 0.0002
[11-16 21:04:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00012  tnm: 0.36  Lm: 6.038 (6.040)  Lt: 5.438 (5.434)  Accm: 3.69 (3.72)  Acct: 5.60 (5.72)  time: 0.4051  data: 0.0002
[11-16 21:04:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00012  tnm: 0.36  Lm: 5.973 (5.937)  Lt: 5.338 (5.320)  Accm: 3.93 (4.18)  Acct: 5.79 (6.05)  time: 0.4051  data: 0.0002
[11-16 21:04:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00012  tnm: 0.36  Lm: 5.930 (5.961)  Lt: 5.329 (5.351)  Accm: 4.17 (4.05)  Acct: 6.44 (6.19)  time: 0.4050  data: 0.0003
[11-16 21:07:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.38  Lm: 5.946 (5.982)  Lt: 5.368 (5.374)  Accm: 4.09 (3.94)  Acct: 6.27 (6.03)  time: 0.4424  data: 0.0018
[11-16 21:07:26] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  85/350]   Total time:      0:11:45   (0.423 s / it)
[11-16 21:07:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.38  Lm: 6.025 (6.004)  Lt: 5.422 (5.395)  Accm: 3.73 (3.87)  Acct: 5.61 (6.03)  time: 0.4424  data: 0.0022
[11-16 21:07:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.38  Lm: 5.983 (5.973)  Lt: 5.369 (5.361)  Accm: 3.92 (4.03)  Acct: 5.70 (5.83)  time: 0.4424  data: 0.0016
[11-16 21:07:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  85/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.38  Lm: 6.007 (5.969)  Lt: 5.389 (5.334)  Accm: 3.93 (4.08)  Acct: 6.03 (6.23)  time: 0.4424  data: 0.0015
[11-16 21:07:26] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  85/350]   Total time:      0:11:45   (0.423 s / it)
[11-16 21:07:26] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  85/350]   Total time:      0:11:45   (0.423 s / it)
[11-16 21:07:26] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  85/350]   Total time:      0:11:45   (0.423 s / it)
[11-16 21:07:26] (/home/user/VAR/train.py , line 276)=>      [ep85]  (training )  Lm: 5.970 (5.975), Lt: 5.349 (5.356),  Acc m&t: 3.98 6.08,  Remain: 2 days, 2:26:52,  Finish: 2024-11-18 07:34
[11-16 21:07:26] (/home/user/VAR/train.py , line 276)=>      [ep85]  (training )  Lm: 5.970 (5.975), Lt: 5.349 (5.356),  Acc m&t: 3.98 6.08,  Remain: 2 days, 2:27:03,  Finish: 2024-11-18 07:34
[11-16 21:07:26] (/home/user/VAR/train.py , line 276)=>      [ep85]  (training )  Lm: 5.970 (5.975), Lt: 5.349 (5.356),  Acc m&t: 3.98 6.08,  Remain: 2 days, 2:28:15,  Finish: 2024-11-18 07:35
[11-16 21:07:26] (/home/user/VAR/train.py , line 276)=>      [ep85]  (training )  Lm: 5.970 (5.975), Lt: 5.349 (5.356),  Acc m&t: 3.98 6.08,  Remain: 2 days, 2:27:21,  Finish: 2024-11-18 07:34
[11-16 21:07:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [   0/1669]  eta: 0:10:10  tlr: 0.00012  tnm: 0.34  Lm: 5.974 (5.974)  Lt: 5.356 (5.356)  Accm: 3.89 (3.89)  Acct: 5.80 (5.80)  time: 0.3658  data: 0.0003
[11-16 21:07:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [   0/1669]  eta: 0:10:02  tlr: 0.00012  tnm: 0.34  Lm: 6.008 (6.008)  Lt: 5.380 (5.380)  Accm: 3.66 (3.66)  Acct: 5.34 (5.34)  time: 0.3609  data: 0.0004
[11-16 21:07:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [   0/1669]  eta: 0:10:02  tlr: 0.00012  tnm: 0.34  Lm: 5.907 (5.907)  Lt: 5.281 (5.281)  Accm: 4.39 (4.39)  Acct: 6.59 (6.59)  time: 0.3611  data: 0.0003
[11-16 21:07:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [   0/1669]  eta: 0:10:03  tlr: 0.00012  tnm: 0.34  Lm: 5.832 (5.832)  Lt: 5.184 (5.184)  Accm: 4.41 (4.41)  Acct: 6.84 (6.84)  time: 0.3616  data: 0.0004
[11-16 21:10:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [ 417/1669]  eta: 0:09:07  tlr: 0.00012  tnm: 0.37  Lm: 5.920 (5.920)  Lt: 5.318 (5.318)  Accm: 4.20 (4.20)  Acct: 6.43 (6.43)  time: 0.4066  data: 0.0003
[11-16 21:10:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [ 417/1669]  eta: 0:09:07  tlr: 0.00012  tnm: 0.37  Lm: 5.972 (5.972)  Lt: 5.332 (5.332)  Accm: 3.87 (3.87)  Acct: 5.83 (5.83)  time: 0.4066  data: 0.0003
[11-16 21:10:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [ 417/1669]  eta: 0:09:07  tlr: 0.00012  tnm: 0.37  Lm: 5.935 (5.935)  Lt: 5.303 (5.303)  Accm: 4.05 (4.05)  Acct: 6.10 (6.10)  time: 0.4066  data: 0.0002
[11-16 21:10:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [ 417/1669]  eta: 0:09:07  tlr: 0.00012  tnm: 0.37  Lm: 6.034 (6.034)  Lt: 5.428 (5.428)  Accm: 3.80 (3.80)  Acct: 5.79 (5.79)  time: 0.4066  data: 0.0002
[11-16 21:13:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00012  tnm: 0.35  Lm: 6.086 (6.051)  Lt: 5.489 (5.449)  Accm: 3.71 (3.70)  Acct: 5.77 (5.65)  time: 0.3954  data: 0.0002
[11-16 21:13:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00012  tnm: 0.35  Lm: 6.008 (6.000)  Lt: 5.380 (5.383)  Accm: 3.90 (3.88)  Acct: 5.82 (5.83)  time: 0.3954  data: 0.0002
[11-16 21:13:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00012  tnm: 0.35  Lm: 5.916 (5.919)  Lt: 5.289 (5.308)  Accm: 4.32 (4.24)  Acct: 6.77 (6.54)  time: 0.3954  data: 0.0003
[11-16 21:13:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00012  tnm: 0.35  Lm: 5.962 (5.950)  Lt: 5.326 (5.325)  Accm: 3.98 (4.02)  Acct: 6.08 (6.09)  time: 0.3954  data: 0.0002
[11-16 21:16:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00012  tnm: 0.33  Lm: 5.935 (5.932)  Lt: 5.303 (5.306)  Accm: 4.03 (4.04)  Acct: 6.11 (6.10)  time: 0.4095  data: 0.0002
[11-16 21:16:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00012  tnm: 0.33  Lm: 5.923 (5.922)  Lt: 5.293 (5.306)  Accm: 4.28 (4.24)  Acct: 6.63 (6.53)  time: 0.4095  data: 0.0002
[11-16 21:16:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00012  tnm: 0.33  Lm: 6.019 (6.007)  Lt: 5.414 (5.399)  Accm: 3.83 (3.85)  Acct: 5.85 (5.84)  time: 0.4095  data: 0.0002
[11-16 21:16:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00012  tnm: 0.33  Lm: 6.030 (6.025)  Lt: 5.423 (5.418)  Accm: 3.67 (3.68)  Acct: 5.64 (5.62)  time: 0.4095  data: 0.0002
[11-16 21:19:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 6.074 (6.035)  Lt: 5.489 (5.432)  Accm: 3.63 (3.67)  Acct: 5.51 (5.57)  time: 0.4052  data: 0.0017
[11-16 21:19:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  86/350]   Total time:      0:11:46   (0.423 s / it)
[11-16 21:19:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.962 (5.945)  Lt: 5.326 (5.328)  Accm: 3.98 (3.97)  Acct: 6.08 (6.00)  time: 0.4052  data: 0.0018
[11-16 21:19:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.916 (5.908)  Lt: 5.289 (5.296)  Accm: 4.32 (4.31)  Acct: 6.77 (6.64)  time: 0.4052  data: 0.0016
[11-16 21:19:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  86/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 6.008 (6.004)  Lt: 5.380 (5.396)  Accm: 3.90 (3.86)  Acct: 5.87 (5.87)  time: 0.4052  data: 0.0020
[11-16 21:19:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  86/350]   Total time:      0:11:46   (0.423 s / it)
[11-16 21:19:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  86/350]   Total time:      0:11:46   (0.423 s / it)
[11-16 21:19:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  86/350]   Total time:      0:11:46   (0.423 s / it)
[11-16 21:19:12] (/home/user/VAR/train.py , line 276)=>      [ep86]  (training )  Lm: 5.970 (5.970), Lt: 5.349 (5.357),  Acc m&t: 3.98 6.08,  Remain: 2 days, 2:39:32,  Finish: 2024-11-18 07:58
[11-16 21:19:12] (/home/user/VAR/train.py , line 276)=>      [ep86]  (training )  Lm: 5.970 (5.970), Lt: 5.349 (5.357),  Acc m&t: 3.98 6.08,  Remain: 2 days, 2:38:57,  Finish: 2024-11-18 07:58
[11-16 21:19:12] (/home/user/VAR/train.py , line 276)=>      [ep86]  (training )  Lm: 5.970 (5.970), Lt: 5.349 (5.357),  Acc m&t: 3.98 6.08,  Remain: 2 days, 2:38:15,  Finish: 2024-11-18 07:57
[11-16 21:19:12] (/home/user/VAR/train.py , line 276)=>      [ep86]  (training )  Lm: 5.970 (5.970), Lt: 5.349 (5.357),  Acc m&t: 3.98 6.08,  Remain: 2 days, 2:39:48,  Finish: 2024-11-18 07:59
[11-16 21:19:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [   0/1669]  eta: 0:10:39  tlr: 0.00012  tnm: 0.34  Lm: 5.976 (5.976)  Lt: 5.390 (5.390)  Accm: 4.08 (4.08)  Acct: 6.15 (6.15)  time: 0.3833  data: 0.0003
[11-16 21:19:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [   0/1669]  eta: 0:10:39  tlr: 0.00012  tnm: 0.34  Lm: 5.978 (5.978)  Lt: 5.347 (5.347)  Accm: 3.99 (3.99)  Acct: 6.03 (6.03)  time: 0.3833  data: 0.0004
[11-16 21:19:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [   0/1669]  eta: 0:10:40  tlr: 0.00012  tnm: 0.34  Lm: 5.991 (5.991)  Lt: 5.360 (5.360)  Accm: 3.85 (3.85)  Acct: 6.37 (6.37)  time: 0.3836  data: 0.0004
[11-16 21:19:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [   0/1669]  eta: 0:10:40  tlr: 0.00012  tnm: 0.34  Lm: 6.050 (6.050)  Lt: 5.436 (5.436)  Accm: 3.62 (3.62)  Acct: 5.46 (5.46)  time: 0.3839  data: 0.0004
[11-16 21:22:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [ 417/1669]  eta: 0:09:13  tlr: 0.00012  tnm: 0.37  Lm: 6.062 (6.062)  Lt: 5.451 (5.451)  Accm: 3.64 (3.64)  Acct: 5.56 (5.56)  time: 0.4077  data: 0.0002
[11-16 21:22:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [ 417/1669]  eta: 0:09:13  tlr: 0.00012  tnm: 0.37  Lm: 5.961 (5.961)  Lt: 5.314 (5.314)  Accm: 3.84 (3.84)  Acct: 5.93 (5.93)  time: 0.4077  data: 0.0002
[11-16 21:22:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [ 417/1669]  eta: 0:09:13  tlr: 0.00012  tnm: 0.37  Lm: 6.006 (6.006)  Lt: 5.417 (5.417)  Accm: 3.92 (3.92)  Acct: 6.01 (6.01)  time: 0.4077  data: 0.0002
[11-16 21:22:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [ 417/1669]  eta: 0:09:13  tlr: 0.00012  tnm: 0.37  Lm: 5.977 (5.977)  Lt: 5.355 (5.355)  Accm: 3.98 (3.98)  Acct: 6.30 (6.30)  time: 0.4077  data: 0.0002
[11-16 21:25:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [ 834/1669]  eta: 0:06:03  tlr: 0.00012  tnm: 0.38  Lm: 5.987 (5.980)  Lt: 5.360 (5.359)  Accm: 3.95 (3.97)  Acct: 6.23 (6.26)  time: 0.3951  data: 0.0002
[11-16 21:25:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [ 834/1669]  eta: 0:06:03  tlr: 0.00012  tnm: 0.38  Lm: 6.050 (5.994)  Lt: 5.436 (5.369)  Accm: 3.66 (3.84)  Acct: 5.66 (5.85)  time: 0.3951  data: 0.0002
[11-16 21:25:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [ 834/1669]  eta: 0:06:03  tlr: 0.00012  tnm: 0.38  Lm: 5.978 (5.967)  Lt: 5.347 (5.335)  Accm: 3.68 (3.77)  Acct: 5.84 (5.79)  time: 0.3951  data: 0.0002
[11-16 21:25:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [ 834/1669]  eta: 0:06:03  tlr: 0.00012  tnm: 0.38  Lm: 5.976 (5.982)  Lt: 5.390 (5.374)  Accm: 4.08 (3.98)  Acct: 6.15 (6.16)  time: 0.3951  data: 0.0003
[11-16 21:28:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00012  tnm: 0.34  Lm: 5.991 (5.988)  Lt: 5.394 (5.380)  Accm: 3.96 (3.95)  Acct: 6.01 (6.06)  time: 0.4097  data: 0.0002
[11-16 21:28:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00012  tnm: 0.34  Lm: 5.983 (5.974)  Lt: 5.355 (5.345)  Accm: 3.95 (3.97)  Acct: 5.91 (5.93)  time: 0.4097  data: 0.0002
[11-16 21:28:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00012  tnm: 0.34  Lm: 5.989 (6.006)  Lt: 5.364 (5.389)  Accm: 3.90 (3.88)  Acct: 6.20 (6.05)  time: 0.4097  data: 0.0002
[11-16 21:28:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00012  tnm: 0.34  Lm: 5.979 (5.975)  Lt: 5.361 (5.346)  Accm: 3.84 (3.82)  Acct: 5.84 (5.80)  time: 0.4097  data: 0.0002
[11-16 21:31:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.40  Lm: 5.979 (5.989)  Lt: 5.375 (5.360)  Accm: 3.68 (3.79)  Acct: 5.84 (5.69)  time: 0.4453  data: 0.0019
[11-16 21:31:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  87/350]   Total time:      0:11:53   (0.428 s / it)
[11-16 21:31:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.40  Lm: 5.991 (6.017)  Lt: 5.368 (5.405)  Accm: 3.85 (3.81)  Acct: 6.16 (5.92)  time: 0.4453  data: 0.0018
[11-16 21:31:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.40  Lm: 6.035 (5.986)  Lt: 5.436 (5.365)  Accm: 3.73 (3.92)  Acct: 5.66 (5.84)  time: 0.4453  data: 0.0017
[11-16 21:31:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  87/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.40  Lm: 5.978 (5.986)  Lt: 5.390 (5.369)  Accm: 3.83 (3.92)  Acct: 5.87 (6.00)  time: 0.4453  data: 0.0017
[11-16 21:31:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  87/350]   Total time:      0:11:53   (0.428 s / it)
[11-16 21:31:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  87/350]   Total time:      0:11:53   (0.428 s / it)
[11-16 21:31:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  87/350]   Total time:      0:11:53   (0.428 s / it)
[11-16 21:31:06] (/home/user/VAR/train.py , line 276)=>      [ep87]  (training )  Lm: 5.967 (5.967), Lt: 5.349 (5.350),  Acc m&t: 3.98 6.08,  Remain: 2 days, 2:07:13,  Finish: 2024-11-18 07:38
[11-16 21:31:06] (/home/user/VAR/train.py , line 276)=>      [ep87]  (training )  Lm: 5.967 (5.967), Lt: 5.349 (5.350),  Acc m&t: 3.98 6.08,  Remain: 2 days, 2:07:27,  Finish: 2024-11-18 07:38
[11-16 21:31:06] (/home/user/VAR/train.py , line 276)=>      [ep87]  (training )  Lm: 5.967 (5.967), Lt: 5.349 (5.350),  Acc m&t: 3.98 6.08,  Remain: 2 days, 2:07:29,  Finish: 2024-11-18 07:38
[11-16 21:31:06] (/home/user/VAR/train.py , line 276)=>      [ep87]  (training )  Lm: 5.967 (5.967), Lt: 5.349 (5.350),  Acc m&t: 3.98 6.08,  Remain: 2 days, 2:06:52,  Finish: 2024-11-18 07:37
[11-16 21:31:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [   0/1669]  eta: 0:10:02  tlr: 0.00012  tnm: 0.37  Lm: 5.985 (5.985)  Lt: 5.348 (5.348)  Accm: 3.88 (3.88)  Acct: 6.08 (6.08)  time: 0.3610  data: 0.0003
[11-16 21:31:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [   0/1669]  eta: 0:10:03  tlr: 0.00012  tnm: 0.37  Lm: 5.884 (5.884)  Lt: 5.282 (5.282)  Accm: 4.48 (4.48)  Acct: 6.66 (6.66)  time: 0.3617  data: 0.0004
[11-16 21:31:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [   0/1669]  eta: 0:10:03  tlr: 0.00012  tnm: 0.37  Lm: 6.009 (6.009)  Lt: 5.408 (5.408)  Accm: 3.56 (3.56)  Acct: 5.42 (5.42)  time: 0.3619  data: 0.0003
[11-16 21:31:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [   0/1669]  eta: 0:10:03  tlr: 0.00012  tnm: 0.37  Lm: 6.022 (6.022)  Lt: 5.420 (5.420)  Accm: 3.69 (3.69)  Acct: 5.53 (5.53)  time: 0.3616  data: 0.0004
[11-16 21:34:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [ 417/1669]  eta: 0:08:53  tlr: 0.00012  tnm: 0.34  Lm: 6.001 (6.001)  Lt: 5.407 (5.407)  Accm: 3.83 (3.83)  Acct: 5.73 (5.73)  time: 0.4089  data: 0.0002
[11-16 21:34:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [ 417/1669]  eta: 0:08:53  tlr: 0.00012  tnm: 0.34  Lm: 5.988 (5.988)  Lt: 5.402 (5.402)  Accm: 3.98 (3.98)  Acct: 5.94 (5.94)  time: 0.4089  data: 0.0002
[11-16 21:34:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [ 417/1669]  eta: 0:08:53  tlr: 0.00012  tnm: 0.34  Lm: 5.972 (5.972)  Lt: 5.368 (5.368)  Accm: 3.93 (3.93)  Acct: 6.10 (6.10)  time: 0.4089  data: 0.0002
[11-16 21:34:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [ 417/1669]  eta: 0:08:53  tlr: 0.00012  tnm: 0.34  Lm: 5.894 (5.894)  Lt: 5.257 (5.257)  Accm: 4.07 (4.07)  Acct: 6.24 (6.24)  time: 0.4089  data: 0.0002
[11-16 21:36:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00012  tnm: 0.42  Lm: 5.969 (5.919)  Lt: 5.336 (5.283)  Accm: 3.93 (4.02)  Acct: 5.96 (6.15)  time: 0.4087  data: 0.0002
[11-16 21:36:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00012  tnm: 0.42  Lm: 5.980 (5.984)  Lt: 5.394 (5.375)  Accm: 3.97 (3.91)  Acct: 5.94 (5.89)  time: 0.4087  data: 0.0002
[11-16 21:36:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00012  tnm: 0.42  Lm: 5.885 (5.953)  Lt: 5.282 (5.359)  Accm: 3.95 (3.97)  Acct: 5.87 (5.92)  time: 0.4087  data: 0.0002
[11-16 21:36:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00012  tnm: 0.42  Lm: 5.960 (5.966)  Lt: 5.374 (5.370)  Accm: 3.98 (3.98)  Acct: 6.08 (6.02)  time: 0.4087  data: 0.0003
[11-16 21:40:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00012  tnm: 0.36  Lm: 5.956 (5.961)  Lt: 5.362 (5.365)  Accm: 4.01 (4.00)  Acct: 6.10 (6.06)  time: 0.4084  data: 0.0002
[11-16 21:40:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00012  tnm: 0.36  Lm: 5.989 (5.948)  Lt: 5.372 (5.331)  Accm: 3.74 (3.89)  Acct: 5.69 (5.96)  time: 0.4084  data: 0.0002
[11-16 21:40:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00012  tnm: 0.36  Lm: 6.000 (5.993)  Lt: 5.407 (5.396)  Accm: 3.83 (3.84)  Acct: 5.73 (5.79)  time: 0.4084  data: 0.0002
[11-16 21:40:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00012  tnm: 0.36  Lm: 5.902 (5.945)  Lt: 5.289 (5.343)  Accm: 4.06 (4.02)  Acct: 6.27 (6.12)  time: 0.4084  data: 0.0002
[11-16 21:43:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.37  Lm: 5.919 (5.943)  Lt: 5.291 (5.333)  Accm: 4.08 (4.03)  Acct: 5.87 (6.07)  time: 0.4549  data: 0.0020
[11-16 21:43:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  88/350]   Total time:      0:11:53   (0.427 s / it)
[11-16 21:43:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.37  Lm: 5.980 (5.980)  Lt: 5.394 (5.375)  Accm: 3.97 (3.89)  Acct: 5.94 (5.85)  time: 0.4549  data: 0.0015
[11-16 21:43:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.37  Lm: 5.969 (5.930)  Lt: 5.336 (5.318)  Accm: 3.93 (4.02)  Acct: 5.96 (6.06)  time: 0.4549  data: 0.0016
[11-16 21:43:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  88/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.37  Lm: 5.953 (5.952)  Lt: 5.351 (5.343)  Accm: 4.04 (4.09)  Acct: 6.13 (6.25)  time: 0.4549  data: 0.0021
[11-16 21:43:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  88/350]   Total time:      0:11:53   (0.427 s / it)
[11-16 21:43:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  88/350]   Total time:      0:11:53   (0.427 s / it)
[11-16 21:43:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  88/350]   Total time:      0:11:53   (0.427 s / it)
[11-16 21:43:00] (/home/user/VAR/train.py , line 276)=>      [ep88]  (training )  Lm: 5.967 (5.971), Lt: 5.349 (5.358),  Acc m&t: 3.98 6.08,  Remain: 2 days, 2:05:08,  Finish: 2024-11-18 07:48
[11-16 21:43:00] (/home/user/VAR/train.py , line 276)=>      [ep88]  (training )  Lm: 5.967 (5.971), Lt: 5.349 (5.358),  Acc m&t: 3.98 6.08,  Remain: 2 days, 2:06:28,  Finish: 2024-11-18 07:49
[11-16 21:43:00] (/home/user/VAR/train.py , line 276)=>      [ep88]  (training )  Lm: 5.967 (5.971), Lt: 5.349 (5.358),  Acc m&t: 3.98 6.08,  Remain: 2 days, 2:07:18,  Finish: 2024-11-18 07:50
[11-16 21:43:00] (/home/user/VAR/train.py , line 276)=>      [ep88]  (training )  Lm: 5.967 (5.971), Lt: 5.349 (5.358),  Acc m&t: 3.98 6.08,  Remain: 2 days, 2:06:24,  Finish: 2024-11-18 07:49
[11-16 21:43:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [   0/1669]  eta: 0:10:17  tlr: 0.00012  tnm: 0.36  Lm: 5.970 (5.970)  Lt: 5.412 (5.412)  Accm: 4.12 (4.12)  Acct: 5.85 (5.85)  time: 0.3702  data: 0.0003
[11-16 21:43:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [   0/1669]  eta: 0:10:17  tlr: 0.00012  tnm: 0.36  Lm: 5.983 (5.983)  Lt: 5.398 (5.398)  Accm: 3.89 (3.89)  Acct: 5.96 (5.96)  time: 0.3701  data: 0.0004
[11-16 21:43:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [   0/1669]  eta: 0:10:18  tlr: 0.00012  tnm: 0.36  Lm: 5.911 (5.911)  Lt: 5.286 (5.286)  Accm: 4.06 (4.06)  Acct: 6.20 (6.20)  time: 0.3703  data: 0.0004
[11-16 21:43:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [   0/1669]  eta: 0:10:17  tlr: 0.00012  tnm: 0.36  Lm: 5.998 (5.998)  Lt: 5.392 (5.392)  Accm: 3.96 (3.96)  Acct: 5.91 (5.91)  time: 0.3701  data: 0.0004
[11-16 21:45:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00012  tnm: 0.37  Lm: 5.993 (5.993)  Lt: 5.383 (5.383)  Accm: 3.97 (3.97)  Acct: 5.89 (5.89)  time: 0.4086  data: 0.0003
[11-16 21:45:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00012  tnm: 0.37  Lm: 5.963 (5.963)  Lt: 5.356 (5.356)  Accm: 4.02 (4.02)  Acct: 5.91 (5.91)  time: 0.4085  data: 0.0002
[11-16 21:45:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00012  tnm: 0.37  Lm: 5.919 (5.919)  Lt: 5.321 (5.321)  Accm: 4.07 (4.07)  Acct: 6.13 (6.13)  time: 0.4086  data: 0.0002
[11-16 21:45:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00012  tnm: 0.37  Lm: 5.917 (5.917)  Lt: 5.312 (5.312)  Accm: 4.17 (4.17)  Acct: 6.37 (6.37)  time: 0.4086  data: 0.0002
[11-16 21:48:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00012  tnm: 0.36  Lm: 5.851 (5.886)  Lt: 5.226 (5.267)  Accm: 4.44 (4.29)  Acct: 6.78 (6.54)  time: 0.4531  data: 0.0002
[11-16 21:48:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00012  tnm: 0.36  Lm: 5.911 (5.914)  Lt: 5.286 (5.304)  Accm: 4.07 (4.14)  Acct: 6.20 (6.24)  time: 0.4531  data: 0.0002
[11-16 21:48:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00012  tnm: 0.36  Lm: 5.970 (5.990)  Lt: 5.412 (5.388)  Accm: 3.92 (3.88)  Acct: 5.85 (5.73)  time: 0.4531  data: 0.0002
[11-16 21:48:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00012  tnm: 0.36  Lm: 5.989 (5.984)  Lt: 5.375 (5.372)  Accm: 3.96 (3.93)  Acct: 5.87 (5.87)  time: 0.4531  data: 0.0003
[11-16 21:51:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.38  Lm: 5.983 (5.982)  Lt: 5.372 (5.371)  Accm: 3.97 (3.98)  Acct: 5.89 (5.98)  time: 0.4041  data: 0.0002
[11-16 21:51:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.38  Lm: 5.919 (5.960)  Lt: 5.321 (5.344)  Accm: 4.07 (3.94)  Acct: 6.13 (6.01)  time: 0.4041  data: 0.0002
[11-16 21:51:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.38  Lm: 5.963 (5.960)  Lt: 5.356 (5.355)  Accm: 4.02 (4.04)  Acct: 5.91 (5.87)  time: 0.4041  data: 0.0002
[11-16 21:51:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.38  Lm: 5.917 (5.919)  Lt: 5.312 (5.312)  Accm: 4.17 (4.12)  Acct: 6.37 (6.22)  time: 0.4041  data: 0.0002
[11-16 21:54:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.34  Lm: 5.954 (5.926)  Lt: 5.365 (5.323)  Accm: 3.89 (4.05)  Acct: 5.96 (6.13)  time: 0.4077  data: 0.0015
[11-16 21:54:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  89/350]   Total time:      0:11:52   (0.427 s / it)
[11-16 21:54:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.34  Lm: 5.911 (5.947)  Lt: 5.299 (5.335)  Accm: 4.07 (4.05)  Acct: 6.20 (6.12)  time: 0.4077  data: 0.0016
[11-16 21:54:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.34  Lm: 5.977 (5.954)  Lt: 5.369 (5.331)  Accm: 3.99 (4.07)  Acct: 5.91 (6.18)  time: 0.4077  data: 0.0015
[11-16 21:54:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  89/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.34  Lm: 5.956 (5.947)  Lt: 5.301 (5.332)  Accm: 4.12 (4.17)  Acct: 5.97 (6.17)  time: 0.4077  data: 0.0022
[11-16 21:54:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  89/350]   Total time:      0:11:52   (0.427 s / it)
[11-16 21:54:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  89/350]   Total time:      0:11:52   (0.427 s / it)
[11-16 21:54:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  89/350]   Total time:      0:11:52   (0.427 s / it)
[11-16 21:56:55] (home/user/VAR/trainer.py, line 113)=> FID: 8.870258878072491
[11-16 21:56:55] (/home/user/VAR/train.py , line 259)=>  [*] [ep89]  (val 50000)  Lm: 5.9529, Lt: 5.3359, Acc m&t: 4.03 6.11,  Val cost: 123.19s
[11-16 21:56:55] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-16 21:57:10] (/home/user/VAR/train.py , line 276)=>      [ep89]  (training )  Lm: 5.953 (5.953), Lt: 5.336 (5.336),  Acc m&t: 4.03 6.11,  Remain: 2 days, 2:02:21,  Finish: 2024-11-18 07:57
[11-16 21:57:10] (/home/user/VAR/train.py , line 276)=>      [ep89]  (training )  Lm: 5.953 (5.953), Lt: 5.336 (5.336),  Acc m&t: 4.03 6.11,  Remain: 2 days, 2:00:34,  Finish: 2024-11-18 07:55
[11-16 21:57:10] (/home/user/VAR/train.py , line 276)=>      [ep89]  (training )  Lm: 5.953 (5.953), Lt: 5.336 (5.336),  Acc m&t: 4.03 6.11,  Remain: 2 days, 2:01:51,  Finish: 2024-11-18 07:56
[11-16 21:57:10] (/home/user/VAR/train.py , line 276)=>      [ep89]  (training )  Lm: 5.953 (5.953), Lt: 5.336 (5.336),  Acc m&t: 4.03 6.11,  Remain: 2 days, 2:02:16,  Finish: 2024-11-18 07:57
[11-16 21:57:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [   0/1669]  eta: 0:15:56  tlr: 0.00012  tnm: 0.35  Lm: 5.966 (5.966)  Lt: 5.336 (5.336)  Accm: 3.92 (3.92)  Acct: 6.10 (6.10)  time: 0.5732  data: 0.0004
[11-16 21:57:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [   0/1669]  eta: 0:15:55  tlr: 0.00012  tnm: 0.35  Lm: 6.030 (6.030)  Lt: 5.402 (5.402)  Accm: 3.71 (3.71)  Acct: 5.91 (5.91)  time: 0.5722  data: 0.0004
[11-16 21:57:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [   0/1669]  eta: 0:15:47  tlr: 0.00012  tnm: 0.35  Lm: 5.935 (5.935)  Lt: 5.299 (5.299)  Accm: 4.21 (4.21)  Acct: 6.42 (6.42)  time: 0.5675  data: 0.0004
[11-16 21:57:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [   0/1669]  eta: 0:09:10  tlr: 0.00012  tnm: 0.35  Lm: 5.948 (5.948)  Lt: 5.316 (5.316)  Accm: 3.99 (3.99)  Acct: 6.25 (6.25)  time: 0.3300  data: 0.0003
[11-16 22:00:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [ 417/1669]  eta: 0:08:36  tlr: 0.00012  tnm: 0.33  Lm: 5.918 (5.918)  Lt: 5.305 (5.305)  Accm: 4.12 (4.12)  Acct: 6.30 (6.30)  time: 0.4114  data: 0.0002
[11-16 22:00:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [ 417/1669]  eta: 0:08:37  tlr: 0.00012  tnm: 0.33  Lm: 5.950 (5.950)  Lt: 5.315 (5.315)  Accm: 4.11 (4.11)  Acct: 6.27 (6.27)  time: 0.4114  data: 0.0002
[11-16 22:00:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [ 417/1669]  eta: 0:08:37  tlr: 0.00012  tnm: 0.33  Lm: 6.020 (6.020)  Lt: 5.364 (5.364)  Accm: 3.76 (3.76)  Acct: 5.82 (5.82)  time: 0.4113  data: 0.0002
[11-16 22:00:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [ 417/1669]  eta: 0:08:37  tlr: 0.00012  tnm: 0.33  Lm: 5.936 (5.936)  Lt: 5.332 (5.332)  Accm: 4.00 (4.00)  Acct: 6.03 (6.03)  time: 0.4114  data: 0.0002
[11-16 22:02:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00012  tnm: 0.38  Lm: 5.966 (5.958)  Lt: 5.336 (5.349)  Accm: 3.92 (3.95)  Acct: 5.97 (6.00)  time: 0.4102  data: 0.0002
[11-16 22:02:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00012  tnm: 0.38  Lm: 5.922 (5.920)  Lt: 5.305 (5.305)  Accm: 3.99 (4.07)  Acct: 6.25 (6.27)  time: 0.4102  data: 0.0006
[11-16 22:02:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00012  tnm: 0.38  Lm: 6.012 (6.017)  Lt: 5.393 (5.374)  Accm: 3.73 (3.75)  Acct: 5.91 (5.91)  time: 0.4101  data: 0.0002
[11-16 22:02:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [ 834/1669]  eta: 0:05:45  tlr: 0.00012  tnm: 0.38  Lm: 5.965 (5.967)  Lt: 5.331 (5.348)  Accm: 4.01 (3.96)  Acct: 6.11 (6.03)  time: 0.4101  data: 0.0002
[11-16 22:06:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00012  tnm: 0.38  Lm: 5.955 (5.961)  Lt: 5.316 (5.336)  Accm: 3.98 (3.96)  Acct: 6.01 (6.00)  time: 0.4013  data: 0.0002
[11-16 22:06:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00012  tnm: 0.38  Lm: 5.935 (5.946)  Lt: 5.310 (5.335)  Accm: 3.98 (3.95)  Acct: 6.22 (6.01)  time: 0.4013  data: 0.0002
[11-16 22:06:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00012  tnm: 0.38  Lm: 6.021 (6.022)  Lt: 5.397 (5.381)  Accm: 3.75 (3.75)  Acct: 5.82 (5.86)  time: 0.4013  data: 0.0002
[11-16 22:06:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00012  tnm: 0.38  Lm: 5.970 (5.962)  Lt: 5.353 (5.355)  Accm: 4.00 (4.03)  Acct: 6.03 (6.07)  time: 0.4013  data: 0.0002
[11-16 22:08:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.966 (5.941)  Lt: 5.336 (5.325)  Accm: 4.09 (4.09)  Acct: 6.10 (6.11)  time: 0.4093  data: 0.0016
[11-16 22:08:53] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  90/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 22:08:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.954 (5.960)  Lt: 5.331 (5.337)  Accm: 3.94 (3.94)  Acct: 5.96 (5.99)  time: 0.4093  data: 0.0014
[11-16 22:08:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 6.012 (6.014)  Lt: 5.393 (5.374)  Accm: 3.77 (3.81)  Acct: 5.91 (5.94)  time: 0.4093  data: 0.0015
[11-16 22:08:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  90/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.948 (5.969)  Lt: 5.316 (5.364)  Accm: 3.97 (3.91)  Acct: 6.20 (5.94)  time: 0.4093  data: 0.0015
[11-16 22:08:53] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  90/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 22:08:53] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  90/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 22:08:53] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  90/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 22:08:53] (/home/user/VAR/train.py , line 276)=>      [ep90]  (training )  Lm: 5.953 (5.973), Lt: 5.336 (5.356),  Acc m&t: 4.03 6.11,  Remain: 2 days, 2:26:59,  Finish: 2024-11-18 08:35
[11-16 22:08:53] (/home/user/VAR/train.py , line 276)=>      [ep90]  (training )  Lm: 5.953 (5.973), Lt: 5.336 (5.356),  Acc m&t: 4.03 6.11,  Remain: 2 days, 2:28:02,  Finish: 2024-11-18 08:36
[11-16 22:08:53] (/home/user/VAR/train.py , line 276)=>      [ep90]  (training )  Lm: 5.953 (5.973), Lt: 5.336 (5.356),  Acc m&t: 4.03 6.11,  Remain: 2 days, 2:27:55,  Finish: 2024-11-18 08:36
[11-16 22:08:53] (/home/user/VAR/train.py , line 276)=>      [ep90]  (training )  Lm: 5.953 (5.973), Lt: 5.336 (5.356),  Acc m&t: 4.03 6.11,  Remain: 2 days, 2:29:26,  Finish: 2024-11-18 08:38
[11-16 22:08:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [   0/1669]  eta: 0:10:47  tlr: 0.00012  tnm: 0.34  Lm: 5.918 (5.918)  Lt: 5.332 (5.332)  Accm: 4.06 (4.06)  Acct: 6.03 (6.03)  time: 0.3878  data: 0.0003
[11-16 22:08:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [   0/1669]  eta: 0:10:43  tlr: 0.00012  tnm: 0.34  Lm: 5.886 (5.886)  Lt: 5.287 (5.287)  Accm: 4.34 (4.34)  Acct: 6.39 (6.39)  time: 0.3857  data: 0.0004
[11-16 22:08:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [   0/1669]  eta: 0:10:43  tlr: 0.00012  tnm: 0.34  Lm: 5.877 (5.877)  Lt: 5.253 (5.253)  Accm: 4.39 (4.39)  Acct: 6.51 (6.51)  time: 0.3854  data: 0.0003
[11-16 22:08:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [   0/1669]  eta: 0:10:43  tlr: 0.00012  tnm: 0.34  Lm: 5.941 (5.941)  Lt: 5.309 (5.309)  Accm: 3.82 (3.82)  Acct: 5.97 (5.97)  time: 0.3856  data: 0.0003
[11-16 22:11:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [ 417/1669]  eta: 0:08:52  tlr: 0.00012  tnm: 0.38  Lm: 5.966 (5.966)  Lt: 5.335 (5.335)  Accm: 3.73 (3.73)  Acct: 5.61 (5.61)  time: 0.4028  data: 0.0003
[11-16 22:11:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [ 417/1669]  eta: 0:08:52  tlr: 0.00012  tnm: 0.38  Lm: 5.975 (5.975)  Lt: 5.353 (5.353)  Accm: 3.97 (3.97)  Acct: 6.07 (6.07)  time: 0.4028  data: 0.0002
[11-16 22:11:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [ 417/1669]  eta: 0:08:52  tlr: 0.00012  tnm: 0.38  Lm: 5.921 (5.921)  Lt: 5.319 (5.319)  Accm: 4.27 (4.27)  Acct: 6.52 (6.52)  time: 0.4028  data: 0.0002
[11-16 22:11:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [ 417/1669]  eta: 0:08:52  tlr: 0.00012  tnm: 0.38  Lm: 5.943 (5.943)  Lt: 5.353 (5.353)  Accm: 4.04 (4.04)  Acct: 6.05 (6.05)  time: 0.4028  data: 0.0002
[11-16 22:14:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00012  tnm: 0.33  Lm: 5.918 (5.923)  Lt: 5.332 (5.303)  Accm: 4.06 (4.10)  Acct: 6.08 (6.25)  time: 0.4033  data: 0.0002
[11-16 22:14:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00012  tnm: 0.33  Lm: 5.929 (5.924)  Lt: 5.287 (5.299)  Accm: 4.20 (4.24)  Acct: 6.39 (6.45)  time: 0.4033  data: 0.0004
[11-16 22:14:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00012  tnm: 0.33  Lm: 5.919 (5.956)  Lt: 5.290 (5.332)  Accm: 4.33 (4.09)  Acct: 6.49 (6.21)  time: 0.4033  data: 0.0002
[11-16 22:14:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00012  tnm: 0.33  Lm: 5.941 (5.931)  Lt: 5.309 (5.300)  Accm: 3.82 (3.88)  Acct: 5.97 (5.92)  time: 0.4033  data: 0.0002
[11-16 22:17:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00012  tnm: 0.33  Lm: 5.966 (5.966)  Lt: 5.335 (5.351)  Accm: 3.73 (3.74)  Acct: 5.61 (5.66)  time: 0.4091  data: 0.0002
[11-16 22:17:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00012  tnm: 0.33  Lm: 5.907 (5.901)  Lt: 5.273 (5.266)  Accm: 4.19 (4.21)  Acct: 6.35 (6.33)  time: 0.4091  data: 0.0003
[11-16 22:17:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00012  tnm: 0.33  Lm: 5.921 (5.923)  Lt: 5.324 (5.306)  Accm: 4.08 (4.10)  Acct: 6.05 (6.19)  time: 0.4091  data: 0.0002
[11-16 22:17:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00012  tnm: 0.33  Lm: 5.936 (5.955)  Lt: 5.322 (5.338)  Accm: 4.20 (4.09)  Acct: 6.49 (6.28)  time: 0.4092  data: 0.0003
[11-16 22:20:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.37  Lm: 5.919 (5.939)  Lt: 5.290 (5.320)  Accm: 4.30 (4.13)  Acct: 6.49 (6.36)  time: 0.4082  data: 0.0019
[11-16 22:20:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  91/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 22:20:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.37  Lm: 5.924 (5.939)  Lt: 5.332 (5.316)  Accm: 4.06 (4.08)  Acct: 6.06 (6.16)  time: 0.4082  data: 0.0016
[11-16 22:20:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.37  Lm: 5.929 (5.925)  Lt: 5.287 (5.292)  Accm: 4.19 (4.11)  Acct: 6.32 (6.18)  time: 0.4082  data: 0.0016
[11-16 22:20:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  91/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.37  Lm: 5.990 (5.981)  Lt: 5.362 (5.365)  Accm: 3.63 (3.68)  Acct: 5.34 (5.60)  time: 0.4082  data: 0.0017
[11-16 22:20:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  91/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 22:20:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  91/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 22:20:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  91/350]   Total time:      0:11:42   (0.421 s / it)
[11-16 22:20:36] (/home/user/VAR/train.py , line 276)=>      [ep91]  (training )  Lm: 5.953 (5.964), Lt: 5.336 (5.345),  Acc m&t: 4.03 6.11,  Remain: 2 days, 1:31:47,  Finish: 2024-11-18 07:52
[11-16 22:20:36] (/home/user/VAR/train.py , line 276)=>      [ep91]  (training )  Lm: 5.953 (5.964), Lt: 5.336 (5.345),  Acc m&t: 4.03 6.11,  Remain: 2 days, 1:31:16,  Finish: 2024-11-18 07:51
[11-16 22:20:36] (/home/user/VAR/train.py , line 276)=>      [ep91]  (training )  Lm: 5.953 (5.964), Lt: 5.336 (5.345),  Acc m&t: 4.03 6.11,  Remain: 2 days, 1:30:41,  Finish: 2024-11-18 07:51
[11-16 22:20:36] (/home/user/VAR/train.py , line 276)=>      [ep91]  (training )  Lm: 5.953 (5.964), Lt: 5.336 (5.345),  Acc m&t: 4.03 6.11,  Remain: 2 days, 1:31:05,  Finish: 2024-11-18 07:51
[11-16 22:20:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [   0/1669]  eta: 0:09:55  tlr: 0.00012  tnm: 0.36  Lm: 5.975 (5.975)  Lt: 5.363 (5.363)  Accm: 3.83 (3.83)  Acct: 5.80 (5.80)  time: 0.3568  data: 0.0004
[11-16 22:20:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [   0/1669]  eta: 0:09:56  tlr: 0.00012  tnm: 0.36  Lm: 5.970 (5.970)  Lt: 5.354 (5.354)  Accm: 4.07 (4.07)  Acct: 5.91 (5.91)  time: 0.3574  data: 0.0004
[11-16 22:20:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [   0/1669]  eta: 0:09:55  tlr: 0.00012  tnm: 0.36  Lm: 6.020 (6.020)  Lt: 5.428 (5.428)  Accm: 3.76 (3.76)  Acct: 5.35 (5.35)  time: 0.3566  data: 0.0003
[11-16 22:20:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [   0/1669]  eta: 0:09:57  tlr: 0.00012  tnm: 0.36  Lm: 5.906 (5.906)  Lt: 5.265 (5.265)  Accm: 4.22 (4.22)  Acct: 6.20 (6.20)  time: 0.3579  data: 0.0003
[11-16 22:23:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [ 417/1669]  eta: 0:09:20  tlr: 0.00012  tnm: 0.38  Lm: 5.979 (5.979)  Lt: 5.362 (5.362)  Accm: 4.09 (4.09)  Acct: 6.15 (6.15)  time: 0.4447  data: 0.0002
[11-16 22:23:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [ 417/1669]  eta: 0:09:20  tlr: 0.00012  tnm: 0.38  Lm: 5.981 (5.981)  Lt: 5.393 (5.393)  Accm: 3.93 (3.93)  Acct: 5.72 (5.72)  time: 0.4447  data: 0.0002
[11-16 22:23:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [ 417/1669]  eta: 0:09:20  tlr: 0.00012  tnm: 0.38  Lm: 5.987 (5.987)  Lt: 5.375 (5.375)  Accm: 3.91 (3.91)  Acct: 5.91 (5.91)  time: 0.4447  data: 0.0002
[11-16 22:23:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [ 417/1669]  eta: 0:09:20  tlr: 0.00012  tnm: 0.38  Lm: 6.037 (6.037)  Lt: 5.455 (5.455)  Accm: 3.67 (3.67)  Acct: 5.34 (5.34)  time: 0.4447  data: 0.0003
[11-16 22:26:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [ 834/1669]  eta: 0:06:04  tlr: 0.00012  tnm: 0.36  Lm: 6.055 (6.043)  Lt: 5.457 (5.456)  Accm: 3.59 (3.64)  Acct: 5.32 (5.27)  time: 0.4444  data: 0.0002
[11-16 22:26:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [ 834/1669]  eta: 0:06:04  tlr: 0.00012  tnm: 0.36  Lm: 5.970 (5.932)  Lt: 5.354 (5.342)  Accm: 4.07 (4.21)  Acct: 5.91 (6.13)  time: 0.4444  data: 0.0002
[11-16 22:26:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [ 834/1669]  eta: 0:06:04  tlr: 0.00012  tnm: 0.36  Lm: 5.975 (5.959)  Lt: 5.363 (5.336)  Accm: 3.92 (3.91)  Acct: 5.80 (5.85)  time: 0.4444  data: 0.0002
[11-16 22:26:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [ 834/1669]  eta: 0:06:04  tlr: 0.00012  tnm: 0.36  Lm: 6.035 (5.997)  Lt: 5.393 (5.373)  Accm: 3.97 (3.89)  Acct: 6.10 (5.91)  time: 0.4444  data: 0.0002
[11-16 22:29:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00012  tnm: 0.35  Lm: 5.970 (5.971)  Lt: 5.329 (5.344)  Accm: 4.09 (4.00)  Acct: 6.15 (6.10)  time: 0.4005  data: 0.0002
[11-16 22:29:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00012  tnm: 0.35  Lm: 6.037 (6.032)  Lt: 5.450 (5.452)  Accm: 3.67 (3.70)  Acct: 5.34 (5.37)  time: 0.4005  data: 0.0002
[11-16 22:29:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00012  tnm: 0.35  Lm: 5.978 (5.965)  Lt: 5.361 (5.342)  Accm: 3.90 (3.90)  Acct: 5.80 (5.84)  time: 0.4005  data: 0.0002
[11-16 22:29:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00012  tnm: 0.35  Lm: 5.981 (5.960)  Lt: 5.393 (5.369)  Accm: 3.93 (4.10)  Acct: 5.75 (6.00)  time: 0.4005  data: 0.0002
[11-16 22:32:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.39  Lm: 5.970 (5.953)  Lt: 5.354 (5.361)  Accm: 4.07 (4.10)  Acct: 5.91 (5.98)  time: 0.4040  data: 0.0014
[11-16 22:32:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  92/350]   Total time:      0:11:52   (0.427 s / it)
[11-16 22:32:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.39  Lm: 6.046 (6.034)  Lt: 5.443 (5.441)  Accm: 3.76 (3.75)  Acct: 5.35 (5.49)  time: 0.4040  data: 0.0019
[11-16 22:32:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.39  Lm: 5.975 (5.961)  Lt: 5.359 (5.340)  Accm: 3.88 (3.90)  Acct: 5.80 (5.82)  time: 0.4040  data: 0.0019
[11-16 22:32:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  92/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.39  Lm: 5.941 (5.965)  Lt: 5.301 (5.336)  Accm: 4.22 (4.05)  Acct: 6.20 (6.21)  time: 0.4040  data: 0.0021
[11-16 22:32:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  92/350]   Total time:      0:11:52   (0.427 s / it)
[11-16 22:32:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  92/350]   Total time:      0:11:52   (0.427 s / it)
[11-16 22:32:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  92/350]   Total time:      0:11:52   (0.427 s / it)
[11-16 22:32:29] (/home/user/VAR/train.py , line 276)=>      [ep92]  (training )  Lm: 5.953 (5.958), Lt: 5.336 (5.337),  Acc m&t: 4.03 6.11,  Remain: 2 days, 0:56:42,  Finish: 2024-11-18 07:29
[11-16 22:32:29] (/home/user/VAR/train.py , line 276)=>      [ep92]  (training )  Lm: 5.953 (5.958), Lt: 5.336 (5.337),  Acc m&t: 4.03 6.11,  Remain: 2 days, 0:56:47,  Finish: 2024-11-18 07:29
[11-16 22:32:29] (/home/user/VAR/train.py , line 276)=>      [ep92]  (training )  Lm: 5.953 (5.958), Lt: 5.336 (5.337),  Acc m&t: 4.03 6.11,  Remain: 2 days, 0:57:39,  Finish: 2024-11-18 07:30
[11-16 22:32:29] (/home/user/VAR/train.py , line 276)=>      [ep92]  (training )  Lm: 5.953 (5.958), Lt: 5.336 (5.337),  Acc m&t: 4.03 6.11,  Remain: 2 days, 0:56:27,  Finish: 2024-11-18 07:28
[11-16 22:32:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [   0/1669]  eta: 0:11:31  tlr: 0.00012  tnm: 0.34  Lm: 6.098 (6.098)  Lt: 5.485 (5.485)  Accm: 3.47 (3.47)  Acct: 5.27 (5.27)  time: 0.4143  data: 0.0004
[11-16 22:32:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [   0/1669]  eta: 0:11:30  tlr: 0.00012  tnm: 0.34  Lm: 5.975 (5.975)  Lt: 5.330 (5.330)  Accm: 4.06 (4.06)  Acct: 6.51 (6.51)  time: 0.4137  data: 0.0004
[11-16 22:32:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [   0/1669]  eta: 0:11:30  tlr: 0.00012  tnm: 0.34  Lm: 5.847 (5.847)  Lt: 5.178 (5.178)  Accm: 4.74 (4.74)  Acct: 7.09 (7.09)  time: 0.4139  data: 0.0004
[11-16 22:32:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [   0/1669]  eta: 0:11:30  tlr: 0.00012  tnm: 0.34  Lm: 5.954 (5.954)  Lt: 5.399 (5.399)  Accm: 3.61 (3.61)  Acct: 5.37 (5.37)  time: 0.4135  data: 0.0004
[11-16 22:35:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [ 417/1669]  eta: 0:09:10  tlr: 0.00012  tnm: 0.35  Lm: 5.977 (5.977)  Lt: 5.379 (5.379)  Accm: 3.81 (3.81)  Acct: 5.85 (5.85)  time: 0.4029  data: 0.0002
[11-16 22:35:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [ 417/1669]  eta: 0:09:10  tlr: 0.00012  tnm: 0.35  Lm: 6.040 (6.040)  Lt: 5.434 (5.434)  Accm: 3.69 (3.69)  Acct: 5.53 (5.53)  time: 0.4029  data: 0.0002
[11-16 22:35:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [ 417/1669]  eta: 0:09:10  tlr: 0.00012  tnm: 0.35  Lm: 5.875 (5.875)  Lt: 5.217 (5.217)  Accm: 4.45 (4.45)  Acct: 6.64 (6.64)  time: 0.4029  data: 0.0002
[11-16 22:35:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [ 417/1669]  eta: 0:09:10  tlr: 0.00012  tnm: 0.35  Lm: 5.930 (5.930)  Lt: 5.292 (5.292)  Accm: 4.27 (4.27)  Acct: 6.74 (6.74)  time: 0.4029  data: 0.0002
[11-16 22:38:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00012  tnm: 0.33  Lm: 5.967 (5.942)  Lt: 5.330 (5.308)  Accm: 4.06 (4.09)  Acct: 6.51 (6.30)  time: 0.4409  data: 0.0002
[11-16 22:38:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00012  tnm: 0.33  Lm: 5.847 (5.861)  Lt: 5.227 (5.220)  Accm: 4.16 (4.32)  Acct: 6.18 (6.47)  time: 0.4409  data: 0.0002
[11-16 22:38:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00012  tnm: 0.33  Lm: 6.045 (6.042)  Lt: 5.422 (5.430)  Accm: 3.81 (3.73)  Acct: 5.77 (5.61)  time: 0.4409  data: 0.0002
[11-16 22:38:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00012  tnm: 0.33  Lm: 5.954 (5.953)  Lt: 5.360 (5.346)  Accm: 4.01 (3.89)  Acct: 6.01 (5.90)  time: 0.4409  data: 0.0002
[11-16 22:41:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.39  Lm: 5.929 (5.928)  Lt: 5.319 (5.306)  Accm: 4.03 (4.02)  Acct: 6.16 (6.09)  time: 0.4473  data: 0.0003
[11-16 22:41:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.39  Lm: 6.014 (6.024)  Lt: 5.403 (5.403)  Accm: 3.86 (3.84)  Acct: 5.78 (5.76)  time: 0.4473  data: 0.0002
[11-16 22:41:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.39  Lm: 5.875 (5.898)  Lt: 5.241 (5.256)  Accm: 4.11 (4.18)  Acct: 6.16 (6.25)  time: 0.4473  data: 0.0002
[11-16 22:41:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.39  Lm: 5.945 (5.937)  Lt: 5.300 (5.299)  Accm: 4.09 (4.10)  Acct: 6.53 (6.36)  time: 0.4474  data: 0.0002
[11-16 22:44:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.923 (5.928)  Lt: 5.270 (5.287)  Accm: 4.12 (4.16)  Acct: 6.54 (6.42)  time: 0.4135  data: 0.0019
[11-16 22:44:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  93/350]   Total time:      0:11:53   (0.427 s / it)
[11-16 22:44:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.992 (6.018)  Lt: 5.383 (5.397)  Accm: 3.81 (3.82)  Acct: 5.77 (5.73)  time: 0.4135  data: 0.0018
[11-16 22:44:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.852 (5.889)  Lt: 5.249 (5.255)  Accm: 4.16 (4.24)  Acct: 6.18 (6.32)  time: 0.4136  data: 0.0019
[11-16 22:44:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  93/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.954 (5.944)  Lt: 5.353 (5.315)  Accm: 4.01 (3.99)  Acct: 6.11 (6.10)  time: 0.4135  data: 0.0014
[11-16 22:44:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  93/350]   Total time:      0:11:53   (0.427 s / it)
[11-16 22:44:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  93/350]   Total time:      0:11:53   (0.427 s / it)
[11-16 22:44:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  93/350]   Total time:      0:11:53   (0.427 s / it)
[11-16 22:44:22] (/home/user/VAR/train.py , line 276)=>      [ep93]  (training )  Lm: 5.953 (5.959), Lt: 5.336 (5.336),  Acc m&t: 4.03 6.11,  Remain: 2 days, 1:27:45,  Finish: 2024-11-18 08:12
[11-16 22:44:22] (/home/user/VAR/train.py , line 276)=>      [ep93]  (training )  Lm: 5.953 (5.959), Lt: 5.336 (5.336),  Acc m&t: 4.03 6.11,  Remain: 2 days, 1:28:40,  Finish: 2024-11-18 08:13
[11-16 22:44:22] (/home/user/VAR/train.py , line 276)=>      [ep93]  (training )  Lm: 5.953 (5.959), Lt: 5.336 (5.336),  Acc m&t: 4.03 6.11,  Remain: 2 days, 1:28:39,  Finish: 2024-11-18 08:13
[11-16 22:44:22] (/home/user/VAR/train.py , line 276)=>      [ep93]  (training )  Lm: 5.953 (5.959), Lt: 5.336 (5.336),  Acc m&t: 4.03 6.11,  Remain: 2 days, 1:28:29,  Finish: 2024-11-18 08:12
[11-16 22:44:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [   0/1669]  eta: 0:10:26  tlr: 0.00012  tnm: 0.33  Lm: 5.943 (5.943)  Lt: 5.318 (5.318)  Accm: 4.15 (4.15)  Acct: 6.47 (6.47)  time: 0.3755  data: 0.0004
[11-16 22:44:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [   0/1669]  eta: 0:10:25  tlr: 0.00012  tnm: 0.33  Lm: 6.037 (6.037)  Lt: 5.436 (5.436)  Accm: 3.55 (3.55)  Acct: 5.54 (5.54)  time: 0.3746  data: 0.0004
[11-16 22:44:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [   0/1669]  eta: 0:10:28  tlr: 0.00012  tnm: 0.33  Lm: 6.117 (6.117)  Lt: 5.537 (5.537)  Accm: 3.38 (3.38)  Acct: 5.01 (5.01)  time: 0.3768  data: 0.0004
[11-16 22:44:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [   0/1669]  eta: 0:10:27  tlr: 0.00012  tnm: 0.33  Lm: 5.906 (5.906)  Lt: 5.285 (5.285)  Accm: 4.26 (4.26)  Acct: 6.23 (6.23)  time: 0.3761  data: 0.0004
[11-16 22:47:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00012  tnm: 0.34  Lm: 5.974 (5.974)  Lt: 5.363 (5.363)  Accm: 3.94 (3.94)  Acct: 5.90 (5.90)  time: 0.4108  data: 0.0002
[11-16 22:47:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00012  tnm: 0.34  Lm: 5.972 (5.972)  Lt: 5.364 (5.364)  Accm: 3.84 (3.84)  Acct: 5.60 (5.60)  time: 0.4108  data: 0.0002
[11-16 22:47:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00012  tnm: 0.34  Lm: 5.975 (5.975)  Lt: 5.349 (5.349)  Accm: 3.97 (3.97)  Acct: 6.07 (6.07)  time: 0.4108  data: 0.0002
[11-16 22:47:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00012  tnm: 0.34  Lm: 6.025 (6.025)  Lt: 5.426 (5.426)  Accm: 3.65 (3.65)  Acct: 5.77 (5.77)  time: 0.4108  data: 0.0002
[11-16 22:50:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00012  tnm: 0.37  Lm: 6.026 (6.025)  Lt: 5.433 (5.429)  Accm: 3.75 (3.79)  Acct: 5.87 (5.80)  time: 0.4052  data: 0.0002
[11-16 22:50:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00012  tnm: 0.37  Lm: 6.007 (5.988)  Lt: 5.380 (5.365)  Accm: 3.83 (3.92)  Acct: 6.01 (6.05)  time: 0.4052  data: 0.0002
[11-16 22:50:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00012  tnm: 0.37  Lm: 5.965 (5.969)  Lt: 5.331 (5.353)  Accm: 3.63 (3.77)  Acct: 5.53 (5.57)  time: 0.4052  data: 0.0002
[11-16 22:50:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00012  tnm: 0.37  Lm: 5.906 (5.943)  Lt: 5.285 (5.330)  Accm: 4.16 (4.01)  Acct: 6.15 (5.98)  time: 0.4052  data: 0.0003
[11-16 22:53:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00012  tnm: 0.36  Lm: 5.918 (5.940)  Lt: 5.282 (5.317)  Accm: 4.21 (4.08)  Acct: 6.19 (6.06)  time: 0.4868  data: 0.0003
[11-16 22:53:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00012  tnm: 0.36  Lm: 6.020 (5.980)  Lt: 5.425 (5.376)  Accm: 3.90 (3.88)  Acct: 5.93 (5.98)  time: 0.4868  data: 0.0002
[11-16 22:53:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00012  tnm: 0.36  Lm: 5.975 (5.971)  Lt: 5.359 (5.358)  Accm: 3.99 (3.99)  Acct: 6.19 (6.13)  time: 0.4868  data: 0.0002
[11-16 22:53:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00012  tnm: 0.36  Lm: 5.915 (5.943)  Lt: 5.268 (5.316)  Accm: 3.87 (3.85)  Acct: 5.85 (5.82)  time: 0.4868  data: 0.0002
[11-16 22:56:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.42  Lm: 5.886 (5.932)  Lt: 5.264 (5.305)  Accm: 4.11 (3.96)  Acct: 6.18 (6.02)  time: 0.4543  data: 0.0015
[11-16 22:56:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  94/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 22:56:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.42  Lm: 5.943 (5.953)  Lt: 5.337 (5.341)  Accm: 4.15 (4.06)  Acct: 6.37 (6.20)  time: 0.4543  data: 0.0015
[11-16 22:56:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.42  Lm: 6.013 (5.981)  Lt: 5.416 (5.377)  Accm: 3.75 (3.85)  Acct: 5.87 (5.93)  time: 0.4543  data: 0.0016
[11-16 22:56:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  94/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.42  Lm: 5.930 (5.951)  Lt: 5.285 (5.342)  Accm: 4.16 (4.04)  Acct: 6.15 (6.04)  time: 0.4543  data: 0.0015
[11-16 22:56:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  94/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 22:56:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  94/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 22:56:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  94/350]   Total time:      0:11:50   (0.426 s / it)
[11-16 22:56:12] (/home/user/VAR/train.py , line 276)=>      [ep94]  (training )  Lm: 5.948 (5.948), Lt: 5.328 (5.328),  Acc m&t: 4.04 6.16,  Remain: 2 days, 1:06:47,  Finish: 2024-11-18 08:03
[11-16 22:56:12] (/home/user/VAR/train.py , line 276)=>      [ep94]  (training )  Lm: 5.948 (5.948), Lt: 5.328 (5.328),  Acc m&t: 4.04 6.16,  Remain: 2 days, 1:07:32,  Finish: 2024-11-18 08:03
[11-16 22:56:12] (/home/user/VAR/train.py , line 276)=>      [ep94]  (training )  Lm: 5.948 (5.948), Lt: 5.328 (5.328),  Acc m&t: 4.04 6.16,  Remain: 2 days, 1:05:17,  Finish: 2024-11-18 08:01
[11-16 22:56:12] (/home/user/VAR/train.py , line 276)=>      [ep94]  (training )  Lm: 5.948 (5.948), Lt: 5.328 (5.328),  Acc m&t: 4.04 6.16,  Remain: 2 days, 1:08:03,  Finish: 2024-11-18 08:04
[11-16 22:56:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [   0/1669]  eta: 0:11:31  tlr: 0.00012  tnm: 0.42  Lm: 5.898 (5.898)  Lt: 5.262 (5.262)  Accm: 4.14 (4.14)  Acct: 6.04 (6.04)  time: 0.4142  data: 0.0004
[11-16 22:56:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [   0/1669]  eta: 0:11:21  tlr: 0.00012  tnm: 0.42  Lm: 5.947 (5.947)  Lt: 5.340 (5.340)  Accm: 3.65 (3.65)  Acct: 5.65 (5.65)  time: 0.4081  data: 0.0006
[11-16 22:56:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [   0/1669]  eta: 0:11:21  tlr: 0.00012  tnm: 0.42  Lm: 5.916 (5.916)  Lt: 5.301 (5.301)  Accm: 4.12 (4.12)  Acct: 6.04 (6.04)  time: 0.4084  data: 0.0004
[11-16 22:56:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [   0/1669]  eta: 0:11:21  tlr: 0.00012  tnm: 0.42  Lm: 5.966 (5.966)  Lt: 5.353 (5.353)  Accm: 3.88 (3.88)  Acct: 5.80 (5.80)  time: 0.4086  data: 0.0003
[11-16 22:59:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [ 417/1669]  eta: 0:08:53  tlr: 0.00012  tnm: 0.36  Lm: 6.025 (6.025)  Lt: 5.415 (5.415)  Accm: 3.68 (3.68)  Acct: 5.59 (5.59)  time: 0.4114  data: 0.0002
[11-16 22:59:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [ 417/1669]  eta: 0:08:53  tlr: 0.00012  tnm: 0.36  Lm: 5.939 (5.939)  Lt: 5.312 (5.312)  Accm: 3.93 (3.93)  Acct: 6.00 (6.00)  time: 0.4114  data: 0.0002
[11-16 22:59:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [ 417/1669]  eta: 0:08:53  tlr: 0.00012  tnm: 0.36  Lm: 5.872 (5.872)  Lt: 5.235 (5.235)  Accm: 4.33 (4.33)  Acct: 6.26 (6.26)  time: 0.4114  data: 0.0002
[11-16 22:59:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [ 417/1669]  eta: 0:08:53  tlr: 0.00012  tnm: 0.36  Lm: 5.904 (5.904)  Lt: 5.312 (5.312)  Accm: 3.97 (3.97)  Acct: 6.10 (6.10)  time: 0.4114  data: 0.0002
[11-16 23:02:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00012  tnm: 0.35  Lm: 5.876 (5.895)  Lt: 5.283 (5.296)  Accm: 4.28 (4.10)  Acct: 6.49 (6.23)  time: 0.4022  data: 0.0002
[11-16 23:02:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00012  tnm: 0.35  Lm: 5.961 (5.979)  Lt: 5.323 (5.365)  Accm: 3.74 (3.85)  Acct: 5.96 (5.81)  time: 0.4022  data: 0.0002
[11-16 23:02:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00012  tnm: 0.35  Lm: 5.898 (5.906)  Lt: 5.262 (5.278)  Accm: 4.14 (4.16)  Acct: 6.16 (6.23)  time: 0.4022  data: 0.0002
[11-16 23:02:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00012  tnm: 0.35  Lm: 5.970 (6.007)  Lt: 5.376 (5.402)  Accm: 3.88 (3.84)  Acct: 5.80 (5.86)  time: 0.4022  data: 0.0002
[11-16 23:05:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.34  Lm: 5.968 (5.979)  Lt: 5.364 (5.372)  Accm: 3.97 (3.90)  Acct: 5.91 (5.90)  time: 0.3964  data: 0.0002
[11-16 23:05:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.34  Lm: 5.869 (5.880)  Lt: 5.275 (5.274)  Accm: 4.33 (4.27)  Acct: 6.53 (6.51)  time: 0.3963  data: 0.0002
[11-16 23:05:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.34  Lm: 5.939 (5.959)  Lt: 5.312 (5.350)  Accm: 3.93 (4.00)  Acct: 6.00 (6.03)  time: 0.3964  data: 0.0002
[11-16 23:05:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.34  Lm: 5.936 (5.947)  Lt: 5.313 (5.313)  Accm: 3.99 (4.06)  Acct: 6.10 (6.10)  time: 0.3963  data: 0.0002
[11-16 23:07:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.38  Lm: 5.898 (5.935)  Lt: 5.262 (5.299)  Accm: 4.14 (4.08)  Acct: 6.16 (6.18)  time: 0.4413  data: 0.0015
[11-16 23:07:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  95/350]   Total time:      0:11:45   (0.423 s / it)
[11-16 23:07:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.38  Lm: 5.939 (5.955)  Lt: 5.302 (5.330)  Accm: 4.09 (4.02)  Acct: 6.04 (6.07)  time: 0.4413  data: 0.0020
[11-16 23:07:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.38  Lm: 5.876 (5.907)  Lt: 5.283 (5.302)  Accm: 4.28 (4.18)  Acct: 6.49 (6.31)  time: 0.4413  data: 0.0016
[11-16 23:07:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  95/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.38  Lm: 5.966 (5.947)  Lt: 5.353 (5.335)  Accm: 4.06 (3.98)  Acct: 6.03 (6.02)  time: 0.4413  data: 0.0014
[11-16 23:07:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  95/350]   Total time:      0:11:45   (0.423 s / it)
[11-16 23:07:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  95/350]   Total time:      0:11:45   (0.423 s / it)
[11-16 23:07:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  95/350]   Total time:      0:11:45   (0.423 s / it)
[11-16 23:07:58] (/home/user/VAR/train.py , line 276)=>      [ep95]  (training )  Lm: 5.948 (5.964), Lt: 5.328 (5.345),  Acc m&t: 4.04 6.16,  Remain: 2 days, 0:13:03,  Finish: 2024-11-18 07:21
[11-16 23:07:58] (/home/user/VAR/train.py , line 276)=>      [ep95]  (training )  Lm: 5.948 (5.964), Lt: 5.328 (5.345),  Acc m&t: 4.04 6.16,  Remain: 2 days, 0:14:06,  Finish: 2024-11-18 07:22
[11-16 23:07:58] (/home/user/VAR/train.py , line 276)=>      [ep95]  (training )  Lm: 5.948 (5.964), Lt: 5.328 (5.345),  Acc m&t: 4.04 6.16,  Remain: 2 days, 0:13:31,  Finish: 2024-11-18 07:21
[11-16 23:07:58] (/home/user/VAR/train.py , line 276)=>      [ep95]  (training )  Lm: 5.948 (5.964), Lt: 5.328 (5.345),  Acc m&t: 4.04 6.16,  Remain: 2 days, 0:14:02,  Finish: 2024-11-18 07:22
[11-16 23:07:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [   0/1669]  eta: 0:11:00  tlr: 0.00012  tnm: 0.38  Lm: 6.066 (6.066)  Lt: 5.452 (5.452)  Accm: 3.44 (3.44)  Acct: 5.46 (5.46)  time: 0.3959  data: 0.0003
[11-16 23:07:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [   0/1669]  eta: 0:10:51  tlr: 0.00012  tnm: 0.38  Lm: 6.037 (6.037)  Lt: 5.436 (5.436)  Accm: 3.64 (3.64)  Acct: 5.44 (5.44)  time: 0.3902  data: 0.0004
[11-16 23:07:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [   0/1669]  eta: 0:10:51  tlr: 0.00012  tnm: 0.38  Lm: 5.949 (5.949)  Lt: 5.356 (5.356)  Accm: 4.30 (4.30)  Acct: 6.34 (6.34)  time: 0.3904  data: 0.0003
[11-16 23:07:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [   0/1669]  eta: 0:11:00  tlr: 0.00012  tnm: 0.38  Lm: 5.893 (5.893)  Lt: 5.240 (5.240)  Accm: 4.22 (4.22)  Acct: 6.47 (6.47)  time: 0.3959  data: 0.0004
[11-16 23:10:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00012  tnm: 0.36  Lm: 5.896 (5.896)  Lt: 5.260 (5.260)  Accm: 4.37 (4.37)  Acct: 6.69 (6.69)  time: 0.4117  data: 0.0002
[11-16 23:10:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00012  tnm: 0.36  Lm: 5.978 (5.978)  Lt: 5.376 (5.376)  Accm: 3.80 (3.80)  Acct: 5.63 (5.63)  time: 0.4117  data: 0.0002
[11-16 23:10:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00012  tnm: 0.36  Lm: 5.983 (5.983)  Lt: 5.389 (5.389)  Accm: 3.75 (3.75)  Acct: 5.66 (5.66)  time: 0.4117  data: 0.0002
[11-16 23:10:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00012  tnm: 0.36  Lm: 5.956 (5.956)  Lt: 5.345 (5.345)  Accm: 4.01 (4.01)  Acct: 6.01 (6.01)  time: 0.4117  data: 0.0002
[11-16 23:13:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00012  tnm: 0.35  Lm: 5.964 (5.994)  Lt: 5.356 (5.389)  Accm: 3.73 (3.88)  Acct: 5.68 (5.74)  time: 0.4515  data: 0.0002
[11-16 23:13:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00012  tnm: 0.35  Lm: 5.900 (5.940)  Lt: 5.326 (5.339)  Accm: 4.06 (3.94)  Acct: 5.87 (5.92)  time: 0.4514  data: 0.0002
[11-16 23:13:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00012  tnm: 0.35  Lm: 6.037 (6.020)  Lt: 5.436 (5.411)  Accm: 3.64 (3.72)  Acct: 5.58 (5.61)  time: 0.4514  data: 0.0002
[11-16 23:13:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00012  tnm: 0.35  Lm: 5.898 (5.930)  Lt: 5.281 (5.308)  Accm: 4.22 (4.22)  Acct: 6.47 (6.46)  time: 0.4514  data: 0.0002
[11-16 23:16:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.34  Lm: 5.941 (5.944)  Lt: 5.319 (5.320)  Accm: 4.08 (4.12)  Acct: 6.24 (6.29)  time: 0.4016  data: 0.0002
[11-16 23:16:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.34  Lm: 5.920 (5.940)  Lt: 5.339 (5.342)  Accm: 4.02 (3.95)  Acct: 5.99 (5.97)  time: 0.4016  data: 0.0002
[11-16 23:16:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.34  Lm: 6.048 (6.030)  Lt: 5.444 (5.421)  Accm: 3.63 (3.70)  Acct: 5.60 (5.62)  time: 0.4016  data: 0.0002
[11-16 23:16:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.34  Lm: 5.956 (5.953)  Lt: 5.345 (5.341)  Accm: 4.01 (4.04)  Acct: 6.01 (6.11)  time: 0.4016  data: 0.0002
[11-16 23:19:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.949 (5.945)  Lt: 5.333 (5.323)  Accm: 4.06 (4.04)  Acct: 6.08 (6.10)  time: 0.4101  data: 0.0014
[11-16 23:19:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  96/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 23:19:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 6.037 (6.009)  Lt: 5.436 (5.397)  Accm: 3.64 (3.80)  Acct: 5.63 (5.75)  time: 0.4101  data: 0.0016
[11-16 23:19:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.898 (5.931)  Lt: 5.281 (5.308)  Accm: 4.10 (4.11)  Acct: 6.46 (6.32)  time: 0.4101  data: 0.0015
[11-16 23:19:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  96/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.900 (5.926)  Lt: 5.326 (5.330)  Accm: 4.06 (4.03)  Acct: 5.92 (5.96)  time: 0.4101  data: 0.0015
[11-16 23:19:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  96/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 23:19:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  96/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 23:19:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  96/350]   Total time:      0:11:47   (0.424 s / it)
[11-16 23:19:45] (/home/user/VAR/train.py , line 276)=>      [ep96]  (training )  Lm: 5.948 (5.962), Lt: 5.328 (5.344),  Acc m&t: 4.04 6.16,  Remain: 2 days, 1:13:49,  Finish: 2024-11-18 08:33
[11-16 23:19:45] (/home/user/VAR/train.py , line 276)=>      [ep96]  (training )  Lm: 5.948 (5.962), Lt: 5.328 (5.344),  Acc m&t: 4.04 6.16,  Remain: 2 days, 1:13:31,  Finish: 2024-11-18 08:33
[11-16 23:19:45] (/home/user/VAR/train.py , line 276)=>      [ep96]  (training )  Lm: 5.948 (5.962), Lt: 5.328 (5.344),  Acc m&t: 4.04 6.16,  Remain: 2 days, 1:14:16,  Finish: 2024-11-18 08:34
[11-16 23:19:45] (/home/user/VAR/train.py , line 276)=>      [ep96]  (training )  Lm: 5.948 (5.962), Lt: 5.328 (5.344),  Acc m&t: 4.04 6.16,  Remain: 2 days, 1:12:59,  Finish: 2024-11-18 08:32
[11-16 23:19:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [   0/1669]  eta: 0:10:07  tlr: 0.00012  tnm: 0.36  Lm: 5.946 (5.946)  Lt: 5.343 (5.343)  Accm: 3.77 (3.77)  Acct: 5.68 (5.68)  time: 0.3641  data: 0.0004
[11-16 23:19:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [   0/1669]  eta: 0:10:08  tlr: 0.00012  tnm: 0.36  Lm: 5.976 (5.976)  Lt: 5.355 (5.355)  Accm: 4.17 (4.17)  Acct: 6.54 (6.54)  time: 0.3643  data: 0.0004
[11-16 23:19:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [   0/1669]  eta: 0:10:08  tlr: 0.00012  tnm: 0.36  Lm: 6.001 (6.001)  Lt: 5.374 (5.374)  Accm: 3.84 (3.84)  Acct: 5.77 (5.77)  time: 0.3645  data: 0.0003
[11-16 23:19:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [   0/1669]  eta: 0:10:08  tlr: 0.00012  tnm: 0.36  Lm: 6.054 (6.054)  Lt: 5.453 (5.453)  Accm: 3.58 (3.58)  Acct: 5.37 (5.37)  time: 0.3645  data: 0.0003
[11-16 23:22:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [ 417/1669]  eta: 0:09:03  tlr: 0.00012  tnm: 0.39  Lm: 5.951 (5.951)  Lt: 5.308 (5.308)  Accm: 3.96 (3.96)  Acct: 6.11 (6.11)  time: 0.4073  data: 0.0002
[11-16 23:22:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [ 417/1669]  eta: 0:09:03  tlr: 0.00012  tnm: 0.39  Lm: 6.032 (6.032)  Lt: 5.417 (5.417)  Accm: 3.61 (3.61)  Acct: 5.44 (5.44)  time: 0.4073  data: 0.0002
[11-16 23:22:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [ 417/1669]  eta: 0:09:03  tlr: 0.00012  tnm: 0.39  Lm: 5.953 (5.953)  Lt: 5.343 (5.343)  Accm: 3.88 (3.88)  Acct: 5.87 (5.87)  time: 0.4073  data: 0.0002
[11-16 23:22:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [ 417/1669]  eta: 0:09:03  tlr: 0.00012  tnm: 0.39  Lm: 5.931 (5.931)  Lt: 5.304 (5.304)  Accm: 4.25 (4.25)  Acct: 6.48 (6.48)  time: 0.4073  data: 0.0002
[11-16 23:25:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [ 834/1669]  eta: 0:06:00  tlr: 0.00012  tnm: 0.34  Lm: 5.968 (5.943)  Lt: 5.340 (5.316)  Accm: 4.17 (4.13)  Acct: 6.42 (6.30)  time: 0.4534  data: 0.0002
[11-16 23:25:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [ 834/1669]  eta: 0:06:00  tlr: 0.00012  tnm: 0.34  Lm: 6.054 (5.992)  Lt: 5.453 (5.360)  Accm: 3.59 (3.83)  Acct: 5.41 (5.88)  time: 0.4534  data: 0.0002
[11-16 23:25:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [ 834/1669]  eta: 0:06:00  tlr: 0.00012  tnm: 0.34  Lm: 6.001 (5.990)  Lt: 5.374 (5.359)  Accm: 3.84 (3.84)  Acct: 5.77 (5.74)  time: 0.4534  data: 0.0002
[11-16 23:25:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [ 834/1669]  eta: 0:06:00  tlr: 0.00012  tnm: 0.34  Lm: 5.960 (5.966)  Lt: 5.343 (5.354)  Accm: 3.96 (3.90)  Acct: 5.87 (5.87)  time: 0.4534  data: 0.0002
[11-16 23:28:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00012  tnm: 0.38  Lm: 5.953 (5.959)  Lt: 5.343 (5.342)  Accm: 3.97 (3.96)  Acct: 5.97 (5.99)  time: 0.4503  data: 0.0002
[11-16 23:28:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00012  tnm: 0.38  Lm: 5.933 (5.932)  Lt: 5.309 (5.307)  Accm: 4.17 (4.14)  Acct: 6.31 (6.27)  time: 0.4503  data: 0.0002
[11-16 23:28:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00012  tnm: 0.38  Lm: 5.957 (5.971)  Lt: 5.339 (5.346)  Accm: 4.08 (4.00)  Acct: 6.06 (5.97)  time: 0.4503  data: 0.0002
[11-16 23:28:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00012  tnm: 0.38  Lm: 5.975 (5.968)  Lt: 5.367 (5.340)  Accm: 3.96 (3.98)  Acct: 6.03 (6.07)  time: 0.4503  data: 0.0002
[11-16 23:31:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.36  Lm: 5.903 (5.955)  Lt: 5.311 (5.334)  Accm: 4.33 (4.06)  Acct: 6.65 (6.21)  time: 0.4093  data: 0.0021
[11-16 23:31:39] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  97/350]   Total time:      0:11:53   (0.427 s / it)
[11-16 23:31:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.36  Lm: 5.968 (5.951)  Lt: 5.340 (5.332)  Accm: 4.17 (4.03)  Acct: 6.20 (6.04)  time: 0.4093  data: 0.0015
[11-16 23:31:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.36  Lm: 5.960 (5.983)  Lt: 5.343 (5.375)  Accm: 3.96 (3.85)  Acct: 5.87 (5.83)  time: 0.4092  data: 0.0015
[11-16 23:31:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  97/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.36  Lm: 5.947 (5.966)  Lt: 5.317 (5.340)  Accm: 4.30 (4.06)  Acct: 6.34 (6.04)  time: 0.4093  data: 0.0015
[11-16 23:31:39] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  97/350]   Total time:      0:11:53   (0.427 s / it)
[11-16 23:31:39] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  97/350]   Total time:      0:11:53   (0.427 s / it)
[11-16 23:31:39] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  97/350]   Total time:      0:11:53   (0.427 s / it)
[11-16 23:31:39] (/home/user/VAR/train.py , line 276)=>      [ep97]  (training )  Lm: 5.948 (5.956), Lt: 5.328 (5.334),  Acc m&t: 4.04 6.16,  Remain: 2 days, 0:31:21,  Finish: 2024-11-18 08:03
[11-16 23:31:39] (/home/user/VAR/train.py , line 276)=>      [ep97]  (training )  Lm: 5.948 (5.956), Lt: 5.328 (5.334),  Acc m&t: 4.04 6.16,  Remain: 2 days, 0:31:57,  Finish: 2024-11-18 08:03
[11-16 23:31:39] (/home/user/VAR/train.py , line 276)=>      [ep97]  (training )  Lm: 5.948 (5.956), Lt: 5.328 (5.334),  Acc m&t: 4.04 6.16,  Remain: 2 days, 0:30:55,  Finish: 2024-11-18 08:02
[11-16 23:31:39] (/home/user/VAR/train.py , line 276)=>      [ep97]  (training )  Lm: 5.948 (5.956), Lt: 5.328 (5.334),  Acc m&t: 4.04 6.16,  Remain: 2 days, 0:31:44,  Finish: 2024-11-18 08:03
[11-16 23:31:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [   0/1669]  eta: 0:10:35  tlr: 0.00012  tnm: 0.34  Lm: 5.962 (5.962)  Lt: 5.368 (5.368)  Accm: 3.93 (3.93)  Acct: 5.77 (5.77)  time: 0.3807  data: 0.0003
[11-16 23:31:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [   0/1669]  eta: 0:10:35  tlr: 0.00012  tnm: 0.34  Lm: 5.867 (5.867)  Lt: 5.224 (5.224)  Accm: 4.53 (4.53)  Acct: 7.04 (7.04)  time: 0.3808  data: 0.0004
[11-16 23:31:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [   0/1669]  eta: 0:10:35  tlr: 0.00012  tnm: 0.34  Lm: 5.761 (5.761)  Lt: 5.096 (5.096)  Accm: 4.79 (4.79)  Acct: 7.52 (7.52)  time: 0.3809  data: 0.0003
[11-16 23:31:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [   0/1669]  eta: 0:10:34  tlr: 0.00012  tnm: 0.34  Lm: 5.952 (5.952)  Lt: 5.317 (5.317)  Accm: 4.20 (4.20)  Acct: 6.15 (6.15)  time: 0.3804  data: 0.0004
[11-16 23:34:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [ 417/1669]  eta: 0:08:58  tlr: 0.00012  tnm: 0.34  Lm: 6.001 (6.001)  Lt: 5.386 (5.386)  Accm: 4.01 (4.01)  Acct: 6.10 (6.10)  time: 0.4476  data: 0.0002
[11-16 23:34:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [ 417/1669]  eta: 0:08:58  tlr: 0.00012  tnm: 0.34  Lm: 5.838 (5.838)  Lt: 5.197 (5.197)  Accm: 4.56 (4.56)  Acct: 7.05 (7.05)  time: 0.4476  data: 0.0002
[11-16 23:34:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [ 417/1669]  eta: 0:08:58  tlr: 0.00012  tnm: 0.34  Lm: 5.949 (5.949)  Lt: 5.346 (5.346)  Accm: 4.14 (4.14)  Acct: 6.15 (6.15)  time: 0.4476  data: 0.0002
[11-16 23:34:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [ 417/1669]  eta: 0:08:58  tlr: 0.00012  tnm: 0.34  Lm: 5.945 (5.945)  Lt: 5.322 (5.322)  Accm: 4.10 (4.10)  Acct: 6.21 (6.21)  time: 0.4476  data: 0.0002
[11-16 23:37:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00012  tnm: 0.34  Lm: 5.929 (5.903)  Lt: 5.277 (5.276)  Accm: 4.27 (4.24)  Acct: 6.65 (6.45)  time: 0.4023  data: 0.0002
[11-16 23:37:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00012  tnm: 0.34  Lm: 5.986 (5.962)  Lt: 5.392 (5.362)  Accm: 3.75 (4.01)  Acct: 5.54 (5.95)  time: 0.4023  data: 0.0002
[11-16 23:37:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00012  tnm: 0.34  Lm: 5.915 (5.888)  Lt: 5.298 (5.255)  Accm: 4.33 (4.27)  Acct: 6.58 (6.52)  time: 0.4023  data: 0.0002
[11-16 23:37:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00012  tnm: 0.34  Lm: 6.034 (6.012)  Lt: 5.418 (5.396)  Accm: 3.82 (3.89)  Acct: 6.06 (6.01)  time: 0.4023  data: 0.0002
[11-16 23:40:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.36  Lm: 5.993 (5.985)  Lt: 5.367 (5.371)  Accm: 3.96 (3.94)  Acct: 6.10 (6.07)  time: 0.4510  data: 0.0002
[11-16 23:40:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.36  Lm: 5.980 (5.965)  Lt: 5.378 (5.362)  Accm: 3.88 (4.00)  Acct: 5.71 (5.93)  time: 0.4510  data: 0.0002
[11-16 23:40:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.36  Lm: 5.877 (5.884)  Lt: 5.237 (5.257)  Accm: 4.35 (4.29)  Acct: 6.77 (6.56)  time: 0.4510  data: 0.0002
[11-16 23:40:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00012  tnm: 0.36  Lm: 5.951 (5.917)  Lt: 5.334 (5.289)  Accm: 4.08 (4.16)  Acct: 6.18 (6.34)  time: 0.4510  data: 0.0002
[11-16 23:43:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.915 (5.905)  Lt: 5.298 (5.270)  Accm: 4.33 (4.24)  Acct: 6.58 (6.53)  time: 0.4469  data: 0.0017
[11-16 23:43:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  98/350]   Total time:      0:11:55   (0.429 s / it)
[11-16 23:43:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.910 (5.889)  Lt: 5.277 (5.271)  Accm: 4.27 (4.26)  Acct: 6.65 (6.44)  time: 0.4469  data: 0.0014
[11-16 23:43:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.974 (5.966)  Lt: 5.386 (5.367)  Accm: 3.75 (3.94)  Acct: 5.54 (5.85)  time: 0.4469  data: 0.0015
[11-16 23:43:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  98/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.35  Lm: 5.952 (5.966)  Lt: 5.317 (5.352)  Accm: 4.09 (3.98)  Acct: 6.06 (6.05)  time: 0.4469  data: 0.0021
[11-16 23:43:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  98/350]   Total time:      0:11:55   (0.429 s / it)
[11-16 23:43:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  98/350]   Total time:      0:11:55   (0.429 s / it)
[11-16 23:43:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  98/350]   Total time:      0:11:55   (0.429 s / it)
[11-16 23:43:34] (/home/user/VAR/train.py , line 276)=>      [ep98]  (training )  Lm: 5.948 (5.953), Lt: 5.328 (5.332),  Acc m&t: 4.04 6.16,  Remain: 1 day, 23:30:06,  Finish: 2024-11-18 07:13
[11-16 23:43:34] (/home/user/VAR/train.py , line 276)=>      [ep98]  (training )  Lm: 5.948 (5.953), Lt: 5.328 (5.332),  Acc m&t: 4.04 6.16,  Remain: 1 day, 23:29:53,  Finish: 2024-11-18 07:13
[11-16 23:43:34] (/home/user/VAR/train.py , line 276)=>      [ep98]  (training )  Lm: 5.948 (5.953), Lt: 5.328 (5.332),  Acc m&t: 4.04 6.16,  Remain: 1 day, 23:30:31,  Finish: 2024-11-18 07:14
[11-16 23:43:34] (/home/user/VAR/train.py , line 276)=>      [ep98]  (training )  Lm: 5.948 (5.953), Lt: 5.328 (5.332),  Acc m&t: 4.04 6.16,  Remain: 1 day, 23:29:33,  Finish: 2024-11-18 07:13
[11-16 23:43:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [   0/1669]  eta: 0:10:19  tlr: 0.00012  tnm: 0.41  Lm: 5.797 (5.797)  Lt: 5.115 (5.115)  Accm: 4.71 (4.71)  Acct: 7.06 (7.06)  time: 0.3711  data: 0.0004
[11-16 23:43:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [   0/1669]  eta: 0:10:18  tlr: 0.00012  tnm: 0.41  Lm: 5.923 (5.923)  Lt: 5.350 (5.350)  Accm: 3.98 (3.98)  Acct: 5.66 (5.66)  time: 0.3708  data: 0.0004
[11-16 23:43:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [   0/1669]  eta: 0:10:18  tlr: 0.00012  tnm: 0.41  Lm: 5.978 (5.978)  Lt: 5.355 (5.355)  Accm: 4.09 (4.09)  Acct: 6.10 (6.10)  time: 0.3709  data: 0.0004
[11-16 23:43:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [   0/1669]  eta: 0:10:11  tlr: 0.00012  tnm: 0.41  Lm: 5.944 (5.944)  Lt: 5.277 (5.277)  Accm: 3.91 (3.91)  Acct: 6.25 (6.25)  time: 0.3665  data: 0.0004
[11-16 23:46:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [ 417/1669]  eta: 0:08:44  tlr: 0.00012  tnm: 0.34  Lm: 5.991 (5.991)  Lt: 5.347 (5.347)  Accm: 3.75 (3.75)  Acct: 5.94 (5.94)  time: 0.4498  data: 0.0002
[11-16 23:46:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [ 417/1669]  eta: 0:08:44  tlr: 0.00012  tnm: 0.34  Lm: 5.858 (5.858)  Lt: 5.206 (5.206)  Accm: 4.46 (4.46)  Acct: 6.78 (6.78)  time: 0.4498  data: 0.0002
[11-16 23:46:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [ 417/1669]  eta: 0:08:44  tlr: 0.00012  tnm: 0.34  Lm: 5.951 (5.951)  Lt: 5.345 (5.345)  Accm: 3.97 (3.97)  Acct: 6.01 (6.01)  time: 0.4498  data: 0.0002
[11-16 23:46:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [ 417/1669]  eta: 0:08:44  tlr: 0.00012  tnm: 0.34  Lm: 5.953 (5.953)  Lt: 5.373 (5.373)  Accm: 3.79 (3.79)  Acct: 5.52 (5.52)  time: 0.4498  data: 0.0002
[11-16 23:49:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00012  tnm: 0.37  Lm: 5.923 (5.940)  Lt: 5.350 (5.342)  Accm: 3.98 (4.02)  Acct: 5.66 (5.95)  time: 0.4116  data: 0.0002
[11-16 23:49:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00012  tnm: 0.37  Lm: 5.978 (5.976)  Lt: 5.355 (5.367)  Accm: 3.85 (3.92)  Acct: 5.92 (5.95)  time: 0.4116  data: 0.0002
[11-16 23:49:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00012  tnm: 0.37  Lm: 5.947 (5.976)  Lt: 5.326 (5.340)  Accm: 3.91 (3.82)  Acct: 5.73 (5.87)  time: 0.4116  data: 0.0003
[11-16 23:49:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00012  tnm: 0.37  Lm: 5.920 (5.882)  Lt: 5.297 (5.237)  Accm: 4.20 (4.31)  Acct: 6.49 (6.59)  time: 0.4116  data: 0.0002
[11-16 23:52:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00012  tnm: 0.36  Lm: 5.914 (5.889)  Lt: 5.296 (5.252)  Accm: 4.12 (4.24)  Acct: 6.35 (6.44)  time: 0.4095  data: 0.0002
[11-16 23:52:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00012  tnm: 0.36  Lm: 5.951 (5.960)  Lt: 5.345 (5.344)  Accm: 3.92 (3.94)  Acct: 5.90 (5.93)  time: 0.4095  data: 0.0002
[11-16 23:52:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00012  tnm: 0.36  Lm: 5.946 (5.931)  Lt: 5.301 (5.293)  Accm: 3.94 (4.06)  Acct: 5.99 (6.24)  time: 0.4095  data: 0.0002
[11-16 23:52:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [1251/1669]  eta: 0:02:53  tlr: 0.00012  tnm: 0.36  Lm: 5.953 (5.960)  Lt: 5.373 (5.368)  Accm: 3.79 (3.88)  Acct: 5.55 (5.82)  time: 0.4095  data: 0.0002
[11-16 23:55:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.38  Lm: 5.982 (5.978)  Lt: 5.397 (5.379)  Accm: 3.77 (3.86)  Acct: 5.66 (5.80)  time: 0.4501  data: 0.0020
[11-16 23:55:20] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  99/350]   Total time:      0:11:45   (0.422 s / it)
[11-16 23:55:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.38  Lm: 5.968 (5.962)  Lt: 5.355 (5.347)  Accm: 3.98 (3.98)  Acct: 5.92 (5.97)  time: 0.4501  data: 0.0018
[11-16 23:55:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.38  Lm: 5.947 (5.937)  Lt: 5.326 (5.304)  Accm: 3.96 (4.06)  Acct: 5.73 (6.13)  time: 0.4501  data: 0.0015
[11-16 23:55:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [  99/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00012  tnm: 0.38  Lm: 5.919 (5.895)  Lt: 5.295 (5.254)  Accm: 4.20 (4.25)  Acct: 6.49 (6.47)  time: 0.4501  data: 0.0015
[11-16 23:55:20] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  99/350]   Total time:      0:11:45   (0.422 s / it)
[11-16 23:55:20] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  99/350]   Total time:      0:11:45   (0.422 s / it)
[11-16 23:55:20] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [  99/350]   Total time:      0:11:45   (0.422 s / it)
[11-16 23:57:24] (home/user/VAR/trainer.py, line 113)=> FID: 8.401003687421223
[11-16 23:57:25] (/home/user/VAR/train.py , line 259)=>  [*] [ep99]  (val 50000)  Lm: 5.9450, Lt: 5.3222, Acc m&t: 4.07 6.19,  Val cost: 124.62s
[11-16 23:57:25] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-16 23:57:42] (/home/user/VAR/train.py , line 276)=>      [ep99]  (training )  Lm: 5.945 (5.945), Lt: 5.322 (5.322),  Acc m&t: 4.07 6.19,  Remain: 2 days, 0:03:04,  Finish: 2024-11-18 07:58
[11-16 23:57:42] (/home/user/VAR/train.py , line 276)=>      [ep99]  (training )  Lm: 5.945 (5.945), Lt: 5.322 (5.322),  Acc m&t: 4.07 6.19,  Remain: 2 days, 0:02:53,  Finish: 2024-11-18 07:58
[11-16 23:57:42] (/home/user/VAR/train.py , line 276)=>      [ep99]  (training )  Lm: 5.945 (5.945), Lt: 5.322 (5.322),  Acc m&t: 4.07 6.19,  Remain: 2 days, 0:03:36,  Finish: 2024-11-18 07:58
[11-16 23:57:42] (/home/user/VAR/train.py , line 276)=>      [ep99]  (training )  Lm: 5.945 (5.945), Lt: 5.322 (5.322),  Acc m&t: 4.07 6.19,  Remain: 2 days, 0:03:57,  Finish: 2024-11-18 07:59
[11-16 23:57:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [   0/1669]  eta: 0:10:59  tlr: 0.00012  tnm: 0.36  Lm: 5.923 (5.923)  Lt: 5.320 (5.320)  Accm: 3.94 (3.94)  Acct: 5.77 (5.77)  time: 0.3953  data: 0.0004
[11-16 23:57:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [   0/1669]  eta: 0:10:59  tlr: 0.00012  tnm: 0.36  Lm: 5.872 (5.872)  Lt: 5.225 (5.225)  Accm: 4.30 (4.30)  Acct: 6.35 (6.35)  time: 0.3953  data: 0.0004
[11-16 23:57:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [   0/1669]  eta: 0:10:59  tlr: 0.00012  tnm: 0.36  Lm: 6.019 (6.019)  Lt: 5.437 (5.437)  Accm: 3.58 (3.58)  Acct: 5.41 (5.41)  time: 0.3953  data: 0.0004
[11-16 23:57:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [   0/1669]  eta: 0:10:59  tlr: 0.00012  tnm: 0.36  Lm: 5.909 (5.909)  Lt: 5.297 (5.297)  Accm: 4.17 (4.17)  Acct: 6.49 (6.49)  time: 0.3951  data: 0.0004
[11-17 00:00:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [ 417/1669]  eta: 0:08:51  tlr: 0.00012  tnm: 0.35  Lm: 5.951 (5.951)  Lt: 5.330 (5.330)  Accm: 4.24 (4.24)  Acct: 6.56 (6.56)  time: 0.4505  data: 0.0002
[11-17 00:00:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [ 417/1669]  eta: 0:08:51  tlr: 0.00012  tnm: 0.35  Lm: 5.961 (5.961)  Lt: 5.359 (5.359)  Accm: 3.89 (3.89)  Acct: 5.64 (5.64)  time: 0.4505  data: 0.0002
[11-17 00:00:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [ 417/1669]  eta: 0:08:51  tlr: 0.00012  tnm: 0.35  Lm: 5.898 (5.898)  Lt: 5.262 (5.262)  Accm: 4.24 (4.24)  Acct: 6.33 (6.33)  time: 0.4505  data: 0.0002
[11-17 00:00:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [ 417/1669]  eta: 0:08:51  tlr: 0.00012  tnm: 0.35  Lm: 5.972 (5.972)  Lt: 5.379 (5.379)  Accm: 3.82 (3.82)  Acct: 5.72 (5.72)  time: 0.4505  data: 0.0002
[11-17 00:03:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00012  tnm: 0.36  Lm: 6.016 (5.986)  Lt: 5.419 (5.392)  Accm: 3.67 (3.77)  Acct: 5.49 (5.64)  time: 0.4092  data: 0.0002
[11-17 00:03:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00012  tnm: 0.36  Lm: 5.909 (5.931)  Lt: 5.297 (5.303)  Accm: 4.28 (4.26)  Acct: 6.49 (6.50)  time: 0.4092  data: 0.0002
[11-17 00:03:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00012  tnm: 0.36  Lm: 5.998 (6.002)  Lt: 5.397 (5.389)  Accm: 3.83 (3.73)  Acct: 5.51 (5.55)  time: 0.4092  data: 0.0002
[11-17 00:03:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00012  tnm: 0.36  Lm: 5.924 (5.920)  Lt: 5.300 (5.301)  Accm: 4.18 (4.16)  Acct: 6.35 (6.36)  time: 0.4092  data: 0.0002
[11-17 00:06:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00012  tnm: 0.40  Lm: 5.944 (5.954)  Lt: 5.339 (5.341)  Accm: 4.10 (4.00)  Acct: 6.33 (6.13)  time: 0.4585  data: 0.0002
[11-17 00:06:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00012  tnm: 0.40  Lm: 5.970 (5.964)  Lt: 5.369 (5.366)  Accm: 3.86 (3.90)  Acct: 5.76 (5.83)  time: 0.4585  data: 0.0002
[11-17 00:06:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00012  tnm: 0.40  Lm: 5.911 (5.926)  Lt: 5.319 (5.312)  Accm: 4.30 (4.30)  Acct: 6.56 (6.54)  time: 0.4585  data: 0.0002
[11-17 00:06:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00012  tnm: 0.40  Lm: 6.037 (6.021)  Lt: 5.423 (5.419)  Accm: 3.63 (3.65)  Acct: 5.44 (5.41)  time: 0.4585  data: 0.0002
[11-17 00:09:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.998 (5.996)  Lt: 5.397 (5.388)  Accm: 3.83 (3.78)  Acct: 5.51 (5.64)  time: 0.4148  data: 0.0017
[11-17 00:09:30] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 100/350]   Total time:      0:11:47   (0.424 s / it)
[11-17 00:09:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.965 (5.959)  Lt: 5.361 (5.345)  Accm: 4.09 (4.02)  Acct: 6.30 (6.13)  time: 0.4148  data: 0.0015
[11-17 00:09:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.924 (5.955)  Lt: 5.320 (5.347)  Accm: 4.06 (3.97)  Acct: 6.03 (5.92)  time: 0.4148  data: 0.0019
[11-17 00:09:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 100/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.912 (5.933)  Lt: 5.297 (5.309)  Accm: 4.28 (4.28)  Acct: 6.63 (6.58)  time: 0.4148  data: 0.0021
[11-17 00:09:30] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 100/350]   Total time:      0:11:47   (0.424 s / it)
[11-17 00:09:30] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 100/350]   Total time:      0:11:47   (0.424 s / it)
[11-17 00:09:30] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 100/350]   Total time:      0:11:47   (0.424 s / it)
[11-17 00:09:30] (/home/user/VAR/train.py , line 276)=>      [ep100]  (training )  Lm: 5.945 (5.951), Lt: 5.322 (5.328),  Acc m&t: 4.07 6.19,  Remain: 2 days, 0:05:33,  Finish: 2024-11-18 08:15
[11-17 00:09:30] (/home/user/VAR/train.py , line 276)=>      [ep100]  (training )  Lm: 5.945 (5.951), Lt: 5.322 (5.328),  Acc m&t: 4.07 6.19,  Remain: 2 days, 0:04:53,  Finish: 2024-11-18 08:14
[11-17 00:09:30] (/home/user/VAR/train.py , line 276)=>      [ep100]  (training )  Lm: 5.945 (5.951), Lt: 5.322 (5.328),  Acc m&t: 4.07 6.19,  Remain: 2 days, 0:05:28,  Finish: 2024-11-18 08:14
[11-17 00:09:30] (/home/user/VAR/train.py , line 276)=>      [ep100]  (training )  Lm: 5.945 (5.951), Lt: 5.322 (5.328),  Acc m&t: 4.07 6.19,  Remain: 2 days, 0:05:05,  Finish: 2024-11-18 08:14
[11-17 00:09:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [   0/1669]  eta: 0:10:22  tlr: 0.00011  tnm: 0.34  Lm: 5.981 (5.981)  Lt: 5.423 (5.423)  Accm: 3.76 (3.76)  Acct: 5.39 (5.39)  time: 0.3727  data: 0.0003
[11-17 00:09:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [   0/1669]  eta: 0:10:22  tlr: 0.00011  tnm: 0.34  Lm: 5.865 (5.865)  Lt: 5.217 (5.217)  Accm: 4.12 (4.12)  Acct: 6.08 (6.08)  time: 0.3731  data: 0.0004
[11-17 00:09:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [   0/1669]  eta: 0:10:49  tlr: 0.00011  tnm: 0.34  Lm: 6.065 (6.065)  Lt: 5.479 (5.479)  Accm: 3.51 (3.51)  Acct: 5.22 (5.22)  time: 0.3890  data: 0.0004
[11-17 00:09:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [   0/1669]  eta: 0:10:23  tlr: 0.00011  tnm: 0.34  Lm: 5.992 (5.992)  Lt: 5.363 (5.363)  Accm: 3.69 (3.69)  Acct: 5.49 (5.49)  time: 0.3735  data: 0.0003
[11-17 00:12:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00011  tnm: 0.34  Lm: 5.927 (5.927)  Lt: 5.309 (5.309)  Accm: 3.94 (3.94)  Acct: 6.01 (6.01)  time: 0.4465  data: 0.0002
[11-17 00:12:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00011  tnm: 0.34  Lm: 5.948 (5.948)  Lt: 5.301 (5.301)  Accm: 3.94 (3.94)  Acct: 5.98 (5.98)  time: 0.4465  data: 0.0002
[11-17 00:12:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00011  tnm: 0.34  Lm: 5.984 (5.984)  Lt: 5.405 (5.405)  Accm: 3.65 (3.65)  Acct: 5.45 (5.45)  time: 0.4465  data: 0.0003
[11-17 00:12:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00011  tnm: 0.34  Lm: 6.027 (6.027)  Lt: 5.421 (5.421)  Accm: 3.78 (3.78)  Acct: 5.66 (5.66)  time: 0.4465  data: 0.0002
[11-17 00:15:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00011  tnm: 0.35  Lm: 6.062 (6.039)  Lt: 5.451 (5.431)  Accm: 3.55 (3.71)  Acct: 5.51 (5.61)  time: 0.4078  data: 0.0002
[11-17 00:15:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00011  tnm: 0.35  Lm: 5.992 (6.007)  Lt: 5.363 (5.413)  Accm: 3.69 (3.61)  Acct: 5.49 (5.44)  time: 0.4078  data: 0.0002
[11-17 00:15:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00011  tnm: 0.35  Lm: 5.943 (5.946)  Lt: 5.348 (5.317)  Accm: 3.94 (3.94)  Acct: 5.89 (5.95)  time: 0.4078  data: 0.0002
[11-17 00:15:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00011  tnm: 0.35  Lm: 5.981 (5.960)  Lt: 5.388 (5.356)  Accm: 3.76 (3.75)  Acct: 5.51 (5.69)  time: 0.4078  data: 0.0003
[11-17 00:18:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00011  tnm: 0.38  Lm: 5.959 (5.955)  Lt: 5.355 (5.348)  Accm: 3.86 (3.81)  Acct: 5.85 (5.88)  time: 0.4089  data: 0.0002
[11-17 00:18:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00011  tnm: 0.38  Lm: 6.027 (6.027)  Lt: 5.413 (5.417)  Accm: 3.80 (3.79)  Acct: 5.80 (5.73)  time: 0.4089  data: 0.0002
[11-17 00:18:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00011  tnm: 0.38  Lm: 5.959 (5.987)  Lt: 5.323 (5.380)  Accm: 3.94 (3.77)  Acct: 5.91 (5.66)  time: 0.4089  data: 0.0002
[11-17 00:18:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00011  tnm: 0.38  Lm: 5.951 (5.950)  Lt: 5.337 (5.319)  Accm: 3.96 (3.95)  Acct: 5.98 (5.99)  time: 0.4089  data: 0.0002
[11-17 00:21:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.36  Lm: 5.943 (5.935)  Lt: 5.326 (5.305)  Accm: 3.97 (4.04)  Acct: 6.08 (6.12)  time: 0.4042  data: 0.0020
[11-17 00:21:20] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 101/350]   Total time:      0:11:50   (0.426 s / it)
[11-17 00:21:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.36  Lm: 5.957 (5.981)  Lt: 5.283 (5.359)  Accm: 3.98 (3.81)  Acct: 6.32 (5.80)  time: 0.4042  data: 0.0015
[11-17 00:21:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.36  Lm: 5.993 (5.994)  Lt: 5.374 (5.382)  Accm: 4.05 (3.92)  Acct: 6.10 (5.91)  time: 0.4042  data: 0.0014
[11-17 00:21:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 101/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.36  Lm: 5.981 (5.985)  Lt: 5.388 (5.382)  Accm: 3.76 (3.75)  Acct: 5.51 (5.71)  time: 0.4042  data: 0.0016
[11-17 00:21:20] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 101/350]   Total time:      0:11:50   (0.426 s / it)
[11-17 00:21:20] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 101/350]   Total time:      0:11:50   (0.426 s / it)
[11-17 00:21:20] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 101/350]   Total time:      0:11:50   (0.426 s / it)
[11-17 00:21:20] (/home/user/VAR/train.py , line 276)=>      [ep101]  (training )  Lm: 5.945 (5.948), Lt: 5.322 (5.327),  Acc m&t: 4.07 6.19,  Remain: 1 day, 23:18:36,  Finish: 2024-11-18 07:39
[11-17 00:21:20] (/home/user/VAR/train.py , line 276)=>      [ep101]  (training )  Lm: 5.945 (5.948), Lt: 5.322 (5.327),  Acc m&t: 4.07 6.19,  Remain: 1 day, 23:17:01,  Finish: 2024-11-18 07:38
[11-17 00:21:20] (/home/user/VAR/train.py , line 276)=>      [ep101]  (training )  Lm: 5.945 (5.948), Lt: 5.322 (5.327),  Acc m&t: 4.07 6.19,  Remain: 1 day, 23:15:53,  Finish: 2024-11-18 07:37
[11-17 00:21:20] (/home/user/VAR/train.py , line 276)=>      [ep101]  (training )  Lm: 5.945 (5.948), Lt: 5.322 (5.327),  Acc m&t: 4.07 6.19,  Remain: 1 day, 23:18:42,  Finish: 2024-11-18 07:40
[11-17 00:21:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [   0/1669]  eta: 0:10:54  tlr: 0.00011  tnm: 0.38  Lm: 6.141 (6.141)  Lt: 5.539 (5.539)  Accm: 3.39 (3.39)  Acct: 5.20 (5.20)  time: 0.3924  data: 0.0003
[11-17 00:21:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [   0/1669]  eta: 0:10:55  tlr: 0.00011  tnm: 0.38  Lm: 6.055 (6.055)  Lt: 5.477 (5.477)  Accm: 3.57 (3.57)  Acct: 5.56 (5.56)  time: 0.3927  data: 0.0003
[11-17 00:21:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [   0/1669]  eta: 0:10:55  tlr: 0.00011  tnm: 0.38  Lm: 5.758 (5.758)  Lt: 5.120 (5.120)  Accm: 5.02 (5.02)  Acct: 7.89 (7.89)  time: 0.3927  data: 0.0003
[11-17 00:21:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [   0/1669]  eta: 0:10:56  tlr: 0.00011  tnm: 0.38  Lm: 6.042 (6.042)  Lt: 5.439 (5.439)  Accm: 3.70 (3.70)  Acct: 5.65 (5.65)  time: 0.3933  data: 0.0004
[11-17 00:24:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [ 417/1669]  eta: 0:08:32  tlr: 0.00011  tnm: 0.36  Lm: 6.021 (6.021)  Lt: 5.405 (5.405)  Accm: 3.89 (3.89)  Acct: 5.98 (5.98)  time: 0.4066  data: 0.0003
[11-17 00:24:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [ 417/1669]  eta: 0:08:32  tlr: 0.00011  tnm: 0.36  Lm: 5.867 (5.867)  Lt: 5.252 (5.252)  Accm: 4.47 (4.47)  Acct: 6.96 (6.96)  time: 0.4066  data: 0.0002
[11-17 00:24:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [ 417/1669]  eta: 0:08:32  tlr: 0.00011  tnm: 0.36  Lm: 5.987 (5.987)  Lt: 5.394 (5.394)  Accm: 3.82 (3.82)  Acct: 5.86 (5.86)  time: 0.4066  data: 0.0002
[11-17 00:24:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [ 417/1669]  eta: 0:08:32  tlr: 0.00011  tnm: 0.36  Lm: 6.040 (6.040)  Lt: 5.455 (5.455)  Accm: 3.84 (3.84)  Acct: 5.81 (5.81)  time: 0.4066  data: 0.0002
[11-17 00:27:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00011  tnm: 0.35  Lm: 5.939 (5.980)  Lt: 5.372 (5.382)  Accm: 4.28 (4.06)  Acct: 6.42 (6.11)  time: 0.4087  data: 0.0002
[11-17 00:27:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00011  tnm: 0.35  Lm: 5.905 (5.880)  Lt: 5.279 (5.261)  Accm: 4.25 (4.40)  Acct: 6.39 (6.77)  time: 0.4087  data: 0.0002
[11-17 00:27:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00011  tnm: 0.35  Lm: 6.038 (6.004)  Lt: 5.430 (5.406)  Accm: 3.69 (3.78)  Acct: 5.91 (5.88)  time: 0.4087  data: 0.0002
[11-17 00:27:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00011  tnm: 0.35  Lm: 5.999 (5.940)  Lt: 5.371 (5.314)  Accm: 4.09 (4.18)  Acct: 6.32 (6.40)  time: 0.4087  data: 0.0002
[11-17 00:30:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00011  tnm: 0.38  Lm: 5.940 (5.925)  Lt: 5.295 (5.291)  Accm: 4.07 (4.15)  Acct: 6.40 (6.43)  time: 0.4025  data: 0.0002
[11-17 00:30:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00011  tnm: 0.38  Lm: 5.969 (5.985)  Lt: 5.373 (5.380)  Accm: 4.08 (4.02)  Acct: 6.35 (6.16)  time: 0.4025  data: 0.0002
[11-17 00:30:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00011  tnm: 0.38  Lm: 5.914 (5.890)  Lt: 5.277 (5.264)  Accm: 4.31 (4.39)  Acct: 6.53 (6.74)  time: 0.4025  data: 0.0002
[11-17 00:30:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00011  tnm: 0.38  Lm: 6.002 (5.995)  Lt: 5.398 (5.396)  Accm: 3.89 (3.89)  Acct: 6.03 (6.07)  time: 0.4025  data: 0.0002
[11-17 00:33:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.34  Lm: 5.986 (5.993)  Lt: 5.366 (5.383)  Accm: 3.85 (3.88)  Acct: 5.91 (6.03)  time: 0.4565  data: 0.0015
[11-17 00:33:16] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 102/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 00:33:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.34  Lm: 5.939 (5.971)  Lt: 5.372 (5.361)  Accm: 4.09 (4.03)  Acct: 6.28 (6.16)  time: 0.4565  data: 0.0022
[11-17 00:33:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.34  Lm: 5.922 (5.915)  Lt: 5.279 (5.286)  Accm: 4.25 (4.30)  Acct: 6.39 (6.64)  time: 0.4565  data: 0.0019
[11-17 00:33:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 102/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.34  Lm: 5.961 (5.932)  Lt: 5.352 (5.303)  Accm: 4.06 (4.10)  Acct: 6.32 (6.29)  time: 0.4565  data: 0.0015
[11-17 00:33:16] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 102/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 00:33:16] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 102/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 00:33:16] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 102/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 00:33:16] (/home/user/VAR/train.py , line 276)=>      [ep102]  (training )  Lm: 5.944 (5.944), Lt: 5.317 (5.317),  Acc m&t: 4.07 6.19,  Remain: 1 day, 23:25:39,  Finish: 2024-11-18 07:58
[11-17 00:33:16] (/home/user/VAR/train.py , line 276)=>      [ep102]  (training )  Lm: 5.944 (5.944), Lt: 5.317 (5.317),  Acc m&t: 4.07 6.19,  Remain: 1 day, 23:26:19,  Finish: 2024-11-18 07:59
[11-17 00:33:16] (/home/user/VAR/train.py , line 276)=>      [ep102]  (training )  Lm: 5.944 (5.944), Lt: 5.317 (5.317),  Acc m&t: 4.07 6.19,  Remain: 1 day, 23:24:32,  Finish: 2024-11-18 07:57
[11-17 00:33:16] (/home/user/VAR/train.py , line 276)=>      [ep102]  (training )  Lm: 5.944 (5.944), Lt: 5.317 (5.317),  Acc m&t: 4.07 6.19,  Remain: 1 day, 23:25:39,  Finish: 2024-11-18 07:58
[11-17 00:33:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [   0/1669]  eta: 0:10:32  tlr: 0.00011  tnm: 0.35  Lm: 5.993 (5.993)  Lt: 5.345 (5.345)  Accm: 3.82 (3.82)  Acct: 5.75 (5.75)  time: 0.3792  data: 0.0003
[11-17 00:33:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [   0/1669]  eta: 0:10:30  tlr: 0.00011  tnm: 0.35  Lm: 5.908 (5.908)  Lt: 5.269 (5.269)  Accm: 4.29 (4.29)  Acct: 6.75 (6.75)  time: 0.3780  data: 0.0004
[11-17 00:33:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [   0/1669]  eta: 0:10:33  tlr: 0.00011  tnm: 0.35  Lm: 5.985 (5.985)  Lt: 5.364 (5.364)  Accm: 3.76 (3.76)  Acct: 5.51 (5.51)  time: 0.3794  data: 0.0003
[11-17 00:33:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [   0/1669]  eta: 0:10:32  tlr: 0.00011  tnm: 0.35  Lm: 5.869 (5.869)  Lt: 5.212 (5.212)  Accm: 4.37 (4.37)  Acct: 6.56 (6.56)  time: 0.3791  data: 0.0003
[11-17 00:36:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00011  tnm: 0.36  Lm: 5.880 (5.880)  Lt: 5.242 (5.242)  Accm: 4.27 (4.27)  Acct: 6.39 (6.39)  time: 0.4068  data: 0.0002
[11-17 00:36:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00011  tnm: 0.36  Lm: 5.908 (5.908)  Lt: 5.267 (5.267)  Accm: 4.29 (4.29)  Acct: 6.77 (6.77)  time: 0.4068  data: 0.0002
[11-17 00:36:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00011  tnm: 0.36  Lm: 5.948 (5.948)  Lt: 5.342 (5.342)  Accm: 4.05 (4.05)  Acct: 5.97 (5.97)  time: 0.4068  data: 0.0002
[11-17 00:36:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00011  tnm: 0.36  Lm: 5.911 (5.911)  Lt: 5.261 (5.261)  Accm: 4.10 (4.10)  Acct: 6.13 (6.13)  time: 0.4068  data: 0.0002
[11-17 00:39:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00011  tnm: 0.36  Lm: 5.907 (5.910)  Lt: 5.317 (5.280)  Accm: 4.17 (4.13)  Acct: 6.44 (6.23)  time: 0.4109  data: 0.0002
[11-17 00:39:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00011  tnm: 0.36  Lm: 5.892 (5.937)  Lt: 5.272 (5.311)  Accm: 4.17 (4.10)  Acct: 6.22 (6.16)  time: 0.4109  data: 0.0002
[11-17 00:39:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00011  tnm: 0.36  Lm: 5.964 (5.953)  Lt: 5.354 (5.346)  Accm: 3.90 (4.00)  Acct: 5.99 (5.98)  time: 0.4109  data: 0.0002
[11-17 00:39:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [ 834/1669]  eta: 0:05:49  tlr: 0.00011  tnm: 0.36  Lm: 5.907 (5.882)  Lt: 5.265 (5.249)  Accm: 4.29 (4.48)  Acct: 6.78 (6.94)  time: 0.4109  data: 0.0002
[11-17 00:42:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00011  tnm: 0.36  Lm: 5.908 (5.897)  Lt: 5.267 (5.269)  Accm: 4.29 (4.41)  Acct: 6.77 (6.81)  time: 0.4357  data: 0.0002
[11-17 00:42:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00011  tnm: 0.36  Lm: 5.938 (5.925)  Lt: 5.337 (5.318)  Accm: 4.12 (4.11)  Acct: 6.22 (6.17)  time: 0.4357  data: 0.0002
[11-17 00:42:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00011  tnm: 0.36  Lm: 5.904 (5.932)  Lt: 5.273 (5.302)  Accm: 4.01 (4.04)  Acct: 5.98 (6.06)  time: 0.4357  data: 0.0002
[11-17 00:42:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [1251/1669]  eta: 0:02:54  tlr: 0.00011  tnm: 0.36  Lm: 5.932 (5.922)  Lt: 5.331 (5.296)  Accm: 4.07 (4.09)  Acct: 6.19 (6.16)  time: 0.4357  data: 0.0002
[11-17 00:45:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.35  Lm: 5.907 (5.910)  Lt: 5.317 (5.283)  Accm: 4.17 (4.17)  Acct: 6.44 (6.28)  time: 0.4043  data: 0.0018
[11-17 00:45:03] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 103/350]   Total time:      0:11:47   (0.424 s / it)
[11-17 00:45:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.35  Lm: 5.914 (5.923)  Lt: 5.320 (5.309)  Accm: 4.33 (4.19)  Acct: 6.44 (6.26)  time: 0.4043  data: 0.0020
[11-17 00:45:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.35  Lm: 5.916 (5.937)  Lt: 5.273 (5.313)  Accm: 4.17 (4.08)  Acct: 6.22 (6.21)  time: 0.4043  data: 0.0017
[11-17 00:45:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 103/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.35  Lm: 5.908 (5.911)  Lt: 5.269 (5.282)  Accm: 4.28 (4.29)  Acct: 6.75 (6.58)  time: 0.4043  data: 0.0015
[11-17 00:45:03] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 103/350]   Total time:      0:11:47   (0.424 s / it)
[11-17 00:45:03] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 103/350]   Total time:      0:11:47   (0.424 s / it)
[11-17 00:45:03] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 103/350]   Total time:      0:11:47   (0.424 s / it)
[11-17 00:45:03] (/home/user/VAR/train.py , line 276)=>      [ep103]  (training )  Lm: 5.944 (5.948), Lt: 5.317 (5.325),  Acc m&t: 4.07 6.19,  Remain: 1 day, 23:07:41,  Finish: 2024-11-18 07:52
[11-17 00:45:03] (/home/user/VAR/train.py , line 276)=>      [ep103]  (training )  Lm: 5.944 (5.948), Lt: 5.317 (5.325),  Acc m&t: 4.07 6.19,  Remain: 1 day, 23:06:53,  Finish: 2024-11-18 07:51
[11-17 00:45:03] (/home/user/VAR/train.py , line 276)=>      [ep103]  (training )  Lm: 5.944 (5.948), Lt: 5.317 (5.325),  Acc m&t: 4.07 6.19,  Remain: 1 day, 23:07:34,  Finish: 2024-11-18 07:52
[11-17 00:45:03] (/home/user/VAR/train.py , line 276)=>      [ep103]  (training )  Lm: 5.944 (5.948), Lt: 5.317 (5.325),  Acc m&t: 4.07 6.19,  Remain: 1 day, 23:07:10,  Finish: 2024-11-18 07:52
[11-17 00:45:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [   0/1669]  eta: 0:09:41  tlr: 0.00011  tnm: 0.37  Lm: 5.966 (5.966)  Lt: 5.344 (5.344)  Accm: 4.03 (4.03)  Acct: 5.53 (5.53)  time: 0.3482  data: 0.0004
[11-17 00:45:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [   0/1669]  eta: 0:09:40  tlr: 0.00011  tnm: 0.37  Lm: 5.758 (5.758)  Lt: 5.153 (5.153)  Accm: 4.90 (4.90)  Acct: 7.20 (7.20)  time: 0.3481  data: 0.0004
[11-17 00:45:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [   0/1669]  eta: 0:09:41  tlr: 0.00011  tnm: 0.37  Lm: 5.791 (5.791)  Lt: 5.155 (5.155)  Accm: 4.57 (4.57)  Acct: 6.82 (6.82)  time: 0.3485  data: 0.0003
[11-17 00:45:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [   0/1669]  eta: 0:09:42  tlr: 0.00011  tnm: 0.37  Lm: 6.000 (6.000)  Lt: 5.372 (5.372)  Accm: 3.88 (3.88)  Acct: 6.06 (6.06)  time: 0.3489  data: 0.0003
[11-17 00:47:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [ 417/1669]  eta: 0:08:45  tlr: 0.00011  tnm: 0.34  Lm: 5.966 (5.966)  Lt: 5.351 (5.351)  Accm: 3.95 (3.95)  Acct: 6.02 (6.02)  time: 0.4067  data: 0.0002
[11-17 00:47:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [ 417/1669]  eta: 0:08:45  tlr: 0.00011  tnm: 0.34  Lm: 5.811 (5.811)  Lt: 5.181 (5.181)  Accm: 4.45 (4.45)  Acct: 6.69 (6.69)  time: 0.4067  data: 0.0002
[11-17 00:47:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [ 417/1669]  eta: 0:08:45  tlr: 0.00011  tnm: 0.34  Lm: 5.956 (5.956)  Lt: 5.318 (5.318)  Accm: 4.00 (4.00)  Acct: 5.91 (5.91)  time: 0.4067  data: 0.0002
[11-17 00:47:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [ 417/1669]  eta: 0:08:45  tlr: 0.00011  tnm: 0.34  Lm: 5.896 (5.896)  Lt: 5.304 (5.304)  Accm: 4.32 (4.32)  Acct: 6.47 (6.47)  time: 0.4067  data: 0.0002
[11-17 00:50:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [ 834/1669]  eta: 0:05:51  tlr: 0.00011  tnm: 0.37  Lm: 5.901 (5.898)  Lt: 5.249 (5.286)  Accm: 4.52 (4.39)  Acct: 7.20 (6.73)  time: 0.4459  data: 0.0002
[11-17 00:50:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [ 834/1669]  eta: 0:05:51  tlr: 0.00011  tnm: 0.37  Lm: 5.831 (5.867)  Lt: 5.207 (5.240)  Accm: 4.33 (4.31)  Acct: 6.56 (6.46)  time: 0.4458  data: 0.0002
[11-17 00:50:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [ 834/1669]  eta: 0:05:51  tlr: 0.00011  tnm: 0.37  Lm: 5.933 (5.917)  Lt: 5.330 (5.299)  Accm: 4.03 (4.21)  Acct: 6.06 (6.38)  time: 0.4459  data: 0.0002
[11-17 00:50:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [ 834/1669]  eta: 0:05:51  tlr: 0.00011  tnm: 0.37  Lm: 5.966 (5.960)  Lt: 5.344 (5.338)  Accm: 4.03 (4.07)  Acct: 6.30 (6.10)  time: 0.4458  data: 0.0002
[11-17 00:53:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00011  tnm: 0.38  Lm: 5.956 (5.954)  Lt: 5.318 (5.322)  Accm: 4.11 (4.10)  Acct: 6.36 (6.18)  time: 0.4560  data: 0.0002
[11-17 00:53:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00011  tnm: 0.38  Lm: 5.865 (5.875)  Lt: 5.245 (5.251)  Accm: 4.26 (4.28)  Acct: 6.49 (6.45)  time: 0.4561  data: 0.0002
[11-17 00:53:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00011  tnm: 0.38  Lm: 5.942 (5.926)  Lt: 5.348 (5.316)  Accm: 4.06 (4.18)  Acct: 6.02 (6.28)  time: 0.4561  data: 0.0002
[11-17 00:53:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00011  tnm: 0.38  Lm: 5.968 (5.936)  Lt: 5.333 (5.318)  Accm: 4.26 (4.29)  Acct: 6.60 (6.55)  time: 0.4561  data: 0.0003
[11-17 00:56:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.41  Lm: 6.035 (5.963)  Lt: 5.417 (5.354)  Accm: 4.00 (4.13)  Acct: 6.01 (6.30)  time: 0.4440  data: 0.0015
[11-17 00:56:50] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 104/350]   Total time:      0:11:47   (0.424 s / it)
[11-17 00:56:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.41  Lm: 5.951 (5.933)  Lt: 5.343 (5.322)  Accm: 4.03 (4.11)  Acct: 6.06 (6.24)  time: 0.4440  data: 0.0016
[11-17 00:56:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.41  Lm: 5.831 (5.861)  Lt: 5.207 (5.238)  Accm: 4.33 (4.30)  Acct: 6.56 (6.49)  time: 0.4440  data: 0.0015
[11-17 00:56:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 104/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.41  Lm: 5.966 (5.963)  Lt: 5.344 (5.339)  Accm: 4.03 (4.05)  Acct: 6.30 (6.07)  time: 0.4440  data: 0.0015
[11-17 00:56:50] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 104/350]   Total time:      0:11:47   (0.424 s / it)
[11-17 00:56:50] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 104/350]   Total time:      0:11:47   (0.424 s / it)
[11-17 00:56:50] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 104/350]   Total time:      0:11:47   (0.424 s / it)
[11-17 00:56:50] (/home/user/VAR/train.py , line 276)=>      [ep104]  (training )  Lm: 5.944 (5.944), Lt: 5.317 (5.323),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:41:47,  Finish: 2024-11-18 07:38
[11-17 00:56:50] (/home/user/VAR/train.py , line 276)=>      [ep104]  (training )  Lm: 5.944 (5.944), Lt: 5.317 (5.323),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:41:36,  Finish: 2024-11-18 07:38
[11-17 00:56:50] (/home/user/VAR/train.py , line 276)=>      [ep104]  (training )  Lm: 5.944 (5.944), Lt: 5.317 (5.323),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:41:53,  Finish: 2024-11-18 07:38
[11-17 00:56:50] (/home/user/VAR/train.py , line 276)=>      [ep104]  (training )  Lm: 5.944 (5.944), Lt: 5.317 (5.323),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:41:25,  Finish: 2024-11-18 07:38
[11-17 00:56:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [   0/1669]  eta: 0:11:21  tlr: 0.00011  tnm: 0.34  Lm: 5.967 (5.967)  Lt: 5.327 (5.327)  Accm: 3.60 (3.60)  Acct: 5.70 (5.70)  time: 0.4084  data: 0.0003
[11-17 00:56:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [   0/1669]  eta: 0:12:29  tlr: 0.00011  tnm: 0.34  Lm: 5.917 (5.917)  Lt: 5.297 (5.297)  Accm: 4.06 (4.06)  Acct: 6.18 (6.18)  time: 0.4492  data: 0.0003
[11-17 00:56:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [   0/1669]  eta: 0:10:09  tlr: 0.00011  tnm: 0.34  Lm: 5.867 (5.867)  Lt: 5.217 (5.217)  Accm: 4.37 (4.37)  Acct: 6.56 (6.56)  time: 0.3650  data: 0.0004
[11-17 00:56:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [   0/1669]  eta: 0:09:29  tlr: 0.00011  tnm: 0.34  Lm: 5.950 (5.950)  Lt: 5.314 (5.314)  Accm: 4.23 (4.23)  Acct: 6.42 (6.42)  time: 0.3414  data: 0.0003
[11-17 00:59:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [ 417/1669]  eta: 0:08:53  tlr: 0.00011  tnm: 0.36  Lm: 5.937 (5.937)  Lt: 5.300 (5.300)  Accm: 4.14 (4.14)  Acct: 6.27 (6.27)  time: 0.4464  data: 0.0002
[11-17 00:59:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [ 417/1669]  eta: 0:08:53  tlr: 0.00011  tnm: 0.36  Lm: 5.981 (5.981)  Lt: 5.343 (5.343)  Accm: 3.69 (3.69)  Acct: 5.64 (5.64)  time: 0.4464  data: 0.0002
[11-17 00:59:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [ 417/1669]  eta: 0:08:53  tlr: 0.00011  tnm: 0.36  Lm: 6.005 (6.005)  Lt: 5.380 (5.380)  Accm: 3.82 (3.82)  Acct: 5.89 (5.89)  time: 0.4464  data: 0.0002
[11-17 00:59:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [ 417/1669]  eta: 0:08:53  tlr: 0.00011  tnm: 0.36  Lm: 5.838 (5.838)  Lt: 5.200 (5.200)  Accm: 4.56 (4.56)  Acct: 6.96 (6.96)  time: 0.4464  data: 0.0002
[11-17 01:02:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [ 834/1669]  eta: 0:05:56  tlr: 0.00011  tnm: 0.36  Lm: 5.867 (5.861)  Lt: 5.217 (5.235)  Accm: 4.43 (4.51)  Acct: 6.56 (6.78)  time: 0.4462  data: 0.0002
[11-17 01:02:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [ 834/1669]  eta: 0:05:56  tlr: 0.00011  tnm: 0.36  Lm: 5.959 (5.990)  Lt: 5.326 (5.362)  Accm: 4.06 (3.90)  Acct: 6.18 (6.02)  time: 0.4462  data: 0.0002
[11-17 01:02:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [ 834/1669]  eta: 0:05:56  tlr: 0.00011  tnm: 0.36  Lm: 5.967 (5.942)  Lt: 5.327 (5.290)  Accm: 3.78 (3.84)  Acct: 5.70 (5.95)  time: 0.4462  data: 0.0002
[11-17 01:02:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [ 834/1669]  eta: 0:05:56  tlr: 0.00011  tnm: 0.36  Lm: 5.923 (5.924)  Lt: 5.286 (5.282)  Accm: 4.23 (4.20)  Acct: 6.42 (6.48)  time: 0.4462  data: 0.0002
[11-17 01:05:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.37  Lm: 5.937 (5.931)  Lt: 5.300 (5.294)  Accm: 4.14 (4.14)  Acct: 6.27 (6.32)  time: 0.4492  data: 0.0002
[11-17 01:05:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.37  Lm: 5.878 (5.868)  Lt: 5.251 (5.247)  Accm: 4.40 (4.40)  Acct: 6.49 (6.67)  time: 0.4492  data: 0.0002
[11-17 01:05:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.37  Lm: 5.956 (5.981)  Lt: 5.336 (5.358)  Accm: 4.06 (3.98)  Acct: 6.23 (6.17)  time: 0.4492  data: 0.0002
[11-17 01:05:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.37  Lm: 5.981 (5.973)  Lt: 5.343 (5.341)  Accm: 3.69 (3.70)  Acct: 5.64 (5.70)  time: 0.4492  data: 0.0003
[11-17 01:08:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.995 (5.983)  Lt: 5.359 (5.348)  Accm: 3.78 (3.74)  Acct: 5.70 (5.75)  time: 0.4086  data: 0.0014
[11-17 01:08:38] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 105/350]   Total time:      0:11:47   (0.424 s / it)
[11-17 01:08:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.953 (5.971)  Lt: 5.326 (5.342)  Accm: 4.06 (3.99)  Acct: 6.28 (6.24)  time: 0.4085  data: 0.0019
[11-17 01:08:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.923 (5.912)  Lt: 5.286 (5.271)  Accm: 4.23 (4.18)  Acct: 6.42 (6.42)  time: 0.4086  data: 0.0015
[11-17 01:08:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 105/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.889 (5.889)  Lt: 5.286 (5.264)  Accm: 4.37 (4.34)  Acct: 6.49 (6.63)  time: 0.4086  data: 0.0019
[11-17 01:08:38] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 105/350]   Total time:      0:11:47   (0.424 s / it)
[11-17 01:08:38] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 105/350]   Total time:      0:11:47   (0.424 s / it)
[11-17 01:08:38] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 105/350]   Total time:      0:11:47   (0.424 s / it)
[11-17 01:08:38] (/home/user/VAR/train.py , line 276)=>      [ep105]  (training )  Lm: 5.944 (5.951), Lt: 5.317 (5.328),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:34:11,  Finish: 2024-11-18 07:42
[11-17 01:08:38] (/home/user/VAR/train.py , line 276)=>      [ep105]  (training )  Lm: 5.944 (5.951), Lt: 5.317 (5.328),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:34:33,  Finish: 2024-11-18 07:43
[11-17 01:08:38] (/home/user/VAR/train.py , line 276)=>      [ep105]  (training )  Lm: 5.944 (5.951), Lt: 5.317 (5.328),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:34:57,  Finish: 2024-11-18 07:43
[11-17 01:08:38] (/home/user/VAR/train.py , line 276)=>      [ep105]  (training )  Lm: 5.944 (5.951), Lt: 5.317 (5.328),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:35:53,  Finish: 2024-11-18 07:44
[11-17 01:08:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [   0/1669]  eta: 0:10:47  tlr: 0.00011  tnm: 0.36  Lm: 5.952 (5.952)  Lt: 5.370 (5.370)  Accm: 3.81 (3.81)  Acct: 5.70 (5.70)  time: 0.3878  data: 0.0004
[11-17 01:08:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [   0/1669]  eta: 0:10:47  tlr: 0.00011  tnm: 0.36  Lm: 5.904 (5.904)  Lt: 5.272 (5.272)  Accm: 4.22 (4.22)  Acct: 6.49 (6.49)  time: 0.3879  data: 0.0003
[11-17 01:08:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [   0/1669]  eta: 0:10:47  tlr: 0.00011  tnm: 0.36  Lm: 6.044 (6.044)  Lt: 5.468 (5.468)  Accm: 3.74 (3.74)  Acct: 5.75 (5.75)  time: 0.3878  data: 0.0004
[11-17 01:08:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [   0/1669]  eta: 0:10:44  tlr: 0.00011  tnm: 0.36  Lm: 5.989 (5.989)  Lt: 5.345 (5.345)  Accm: 3.58 (3.58)  Acct: 5.58 (5.58)  time: 0.3864  data: 0.0005
[11-17 01:11:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00011  tnm: 0.36  Lm: 5.939 (5.939)  Lt: 5.289 (5.289)  Accm: 3.99 (3.99)  Acct: 6.18 (6.18)  time: 0.4460  data: 0.0002
[11-17 01:11:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00011  tnm: 0.36  Lm: 5.901 (5.901)  Lt: 5.261 (5.261)  Accm: 4.23 (4.23)  Acct: 6.46 (6.46)  time: 0.4459  data: 0.0003
[11-17 01:11:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00011  tnm: 0.36  Lm: 6.003 (6.003)  Lt: 5.404 (5.404)  Accm: 3.74 (3.74)  Acct: 5.45 (5.45)  time: 0.4459  data: 0.0002
[11-17 01:11:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [ 417/1669]  eta: 0:08:39  tlr: 0.00011  tnm: 0.36  Lm: 6.000 (6.000)  Lt: 5.393 (5.393)  Accm: 3.79 (3.79)  Acct: 5.91 (5.91)  time: 0.4460  data: 0.0002
[11-17 01:14:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00011  tnm: 0.33  Lm: 6.023 (6.008)  Lt: 5.433 (5.406)  Accm: 3.74 (3.75)  Acct: 5.77 (5.87)  time: 0.4003  data: 0.0002
[11-17 01:14:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00011  tnm: 0.33  Lm: 6.002 (6.002)  Lt: 5.402 (5.403)  Accm: 3.81 (3.77)  Acct: 5.70 (5.66)  time: 0.4003  data: 0.0002
[11-17 01:14:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00011  tnm: 0.33  Lm: 5.897 (5.875)  Lt: 5.250 (5.218)  Accm: 4.25 (4.31)  Acct: 6.49 (6.56)  time: 0.4003  data: 0.0002
[11-17 01:14:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00011  tnm: 0.33  Lm: 5.989 (5.962)  Lt: 5.345 (5.316)  Accm: 4.04 (4.01)  Acct: 6.08 (6.15)  time: 0.4003  data: 0.0002
[11-17 01:17:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00011  tnm: 0.36  Lm: 5.993 (5.971)  Lt: 5.357 (5.329)  Accm: 3.95 (3.97)  Acct: 6.09 (6.13)  time: 0.4049  data: 0.0003
[11-17 01:17:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00011  tnm: 0.36  Lm: 5.977 (5.963)  Lt: 5.386 (5.348)  Accm: 3.81 (3.89)  Acct: 5.89 (5.95)  time: 0.4049  data: 0.0002
[11-17 01:17:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00011  tnm: 0.36  Lm: 5.989 (5.992)  Lt: 5.375 (5.381)  Accm: 3.79 (3.82)  Acct: 5.92 (5.95)  time: 0.4049  data: 0.0002
[11-17 01:17:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [1251/1669]  eta: 0:02:58  tlr: 0.00011  tnm: 0.36  Lm: 5.901 (5.892)  Lt: 5.261 (5.235)  Accm: 4.23 (4.22)  Acct: 6.46 (6.48)  time: 0.4049  data: 0.0002
[11-17 01:20:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.35  Lm: 5.904 (5.927)  Lt: 5.272 (5.280)  Accm: 4.22 (4.12)  Acct: 6.42 (6.32)  time: 0.4084  data: 0.0015
[11-17 01:20:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 106/350]   Total time:      0:11:46   (0.423 s / it)
[11-17 01:20:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.35  Lm: 6.023 (6.006)  Lt: 5.422 (5.389)  Accm: 3.74 (3.78)  Acct: 5.77 (5.91)  time: 0.4084  data: 0.0020
[11-17 01:20:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.35  Lm: 5.952 (5.939)  Lt: 5.370 (5.316)  Accm: 3.82 (4.04)  Acct: 6.08 (6.12)  time: 0.4084  data: 0.0014
[11-17 01:20:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 106/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.35  Lm: 5.989 (5.964)  Lt: 5.345 (5.328)  Accm: 4.02 (3.98)  Acct: 6.10 (6.13)  time: 0.4084  data: 0.0018
[11-17 01:20:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 106/350]   Total time:      0:11:46   (0.423 s / it)
[11-17 01:20:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 106/350]   Total time:      0:11:46   (0.423 s / it)
[11-17 01:20:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 106/350]   Total time:      0:11:46   (0.423 s / it)
[11-17 01:20:25] (/home/user/VAR/train.py , line 276)=>      [ep106]  (training )  Lm: 5.944 (5.954), Lt: 5.317 (5.331),  Acc m&t: 4.07 6.19,  Remain: 1 day, 23:06:33,  Finish: 2024-11-18 08:26
[11-17 01:20:25] (/home/user/VAR/train.py , line 276)=>      [ep106]  (training )  Lm: 5.944 (5.954), Lt: 5.317 (5.331),  Acc m&t: 4.07 6.19,  Remain: 1 day, 23:06:24,  Finish: 2024-11-18 08:26
[11-17 01:20:25] (/home/user/VAR/train.py , line 276)=>      [ep106]  (training )  Lm: 5.944 (5.954), Lt: 5.317 (5.331),  Acc m&t: 4.07 6.19,  Remain: 1 day, 23:05:45,  Finish: 2024-11-18 08:26
[11-17 01:20:25] (/home/user/VAR/train.py , line 276)=>      [ep106]  (training )  Lm: 5.944 (5.954), Lt: 5.317 (5.331),  Acc m&t: 4.07 6.19,  Remain: 1 day, 23:05:54,  Finish: 2024-11-18 08:26
[11-17 01:20:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [   0/1669]  eta: 0:10:43  tlr: 0.00011  tnm: 0.38  Lm: 6.002 (6.002)  Lt: 5.380 (5.380)  Accm: 3.55 (3.55)  Acct: 5.34 (5.34)  time: 0.3857  data: 0.0004
[11-17 01:20:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [   0/1669]  eta: 0:10:42  tlr: 0.00011  tnm: 0.38  Lm: 5.876 (5.876)  Lt: 5.219 (5.219)  Accm: 4.47 (4.47)  Acct: 7.25 (7.25)  time: 0.3851  data: 0.0003
[11-17 01:20:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [   0/1669]  eta: 0:10:42  tlr: 0.00011  tnm: 0.38  Lm: 5.821 (5.821)  Lt: 5.180 (5.180)  Accm: 4.51 (4.51)  Acct: 6.61 (6.61)  time: 0.3847  data: 0.0003
[11-17 01:20:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [   0/1669]  eta: 0:10:42  tlr: 0.00011  tnm: 0.38  Lm: 5.978 (5.978)  Lt: 5.376 (5.376)  Accm: 4.04 (4.04)  Acct: 5.79 (5.79)  time: 0.3850  data: 0.0003
[11-17 01:23:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00011  tnm: 0.36  Lm: 5.955 (5.955)  Lt: 5.319 (5.319)  Accm: 3.99 (3.99)  Acct: 6.01 (6.01)  time: 0.4061  data: 0.0002
[11-17 01:23:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00011  tnm: 0.36  Lm: 5.904 (5.904)  Lt: 5.246 (5.246)  Accm: 4.34 (4.34)  Acct: 6.74 (6.74)  time: 0.4061  data: 0.0002
[11-17 01:23:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00011  tnm: 0.36  Lm: 5.958 (5.958)  Lt: 5.352 (5.352)  Accm: 3.89 (3.89)  Acct: 5.98 (5.98)  time: 0.4061  data: 0.0002
[11-17 01:23:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00011  tnm: 0.36  Lm: 5.896 (5.896)  Lt: 5.265 (5.265)  Accm: 4.23 (4.23)  Acct: 6.44 (6.44)  time: 0.4061  data: 0.0002
[11-17 01:26:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00011  tnm: 0.34  Lm: 5.970 (5.928)  Lt: 5.350 (5.318)  Accm: 3.96 (4.14)  Acct: 6.27 (6.20)  time: 0.4022  data: 0.0003
[11-17 01:26:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00011  tnm: 0.34  Lm: 6.001 (5.973)  Lt: 5.380 (5.367)  Accm: 4.01 (3.93)  Acct: 5.96 (5.97)  time: 0.4022  data: 0.0002
[11-17 01:26:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00011  tnm: 0.34  Lm: 5.978 (5.972)  Lt: 5.376 (5.346)  Accm: 3.93 (3.90)  Acct: 5.79 (5.88)  time: 0.4022  data: 0.0002
[11-17 01:26:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.00011  tnm: 0.34  Lm: 5.876 (5.872)  Lt: 5.219 (5.222)  Accm: 4.47 (4.46)  Acct: 6.84 (6.77)  time: 0.4022  data: 0.0002
[11-17 01:29:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.40  Lm: 5.890 (5.880)  Lt: 5.246 (5.237)  Accm: 4.34 (4.37)  Acct: 6.63 (6.68)  time: 0.4100  data: 0.0002
[11-17 01:29:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.40  Lm: 6.002 (5.998)  Lt: 5.389 (5.391)  Accm: 3.78 (3.83)  Acct: 5.65 (5.78)  time: 0.4100  data: 0.0003
[11-17 01:29:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.40  Lm: 5.973 (5.971)  Lt: 5.351 (5.341)  Accm: 3.96 (3.92)  Acct: 5.95 (5.94)  time: 0.4100  data: 0.0002
[11-17 01:29:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.40  Lm: 5.975 (5.941)  Lt: 5.357 (5.329)  Accm: 3.96 (4.09)  Acct: 6.05 (6.11)  time: 0.4100  data: 0.0002
[11-17 01:32:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.38  Lm: 5.980 (5.967)  Lt: 5.363 (5.340)  Accm: 3.97 (4.08)  Acct: 6.11 (6.11)  time: 0.3995  data: 0.0014
[11-17 01:32:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 107/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 01:32:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.38  Lm: 5.904 (5.906)  Lt: 5.274 (5.257)  Accm: 4.20 (4.23)  Acct: 6.42 (6.50)  time: 0.3995  data: 0.0018
[11-17 01:32:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.38  Lm: 5.968 (5.929)  Lt: 5.326 (5.293)  Accm: 3.98 (4.14)  Acct: 6.11 (6.30)  time: 0.3996  data: 0.0015
[11-17 01:32:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 107/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.38  Lm: 6.001 (5.983)  Lt: 5.380 (5.364)  Accm: 4.01 (3.91)  Acct: 5.96 (5.94)  time: 0.3996  data: 0.0018
[11-17 01:32:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 107/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 01:32:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 107/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 01:32:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 107/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 01:32:19] (/home/user/VAR/train.py , line 276)=>      [ep107]  (training )  Lm: 5.944 (5.949), Lt: 5.317 (5.324),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:02:24,  Finish: 2024-11-18 07:34
[11-17 01:32:19] (/home/user/VAR/train.py , line 276)=>      [ep107]  (training )  Lm: 5.944 (5.949), Lt: 5.317 (5.324),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:01:23,  Finish: 2024-11-18 07:33
[11-17 01:32:19] (/home/user/VAR/train.py , line 276)=>      [ep107]  (training )  Lm: 5.944 (5.949), Lt: 5.317 (5.324),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:02:58,  Finish: 2024-11-18 07:35
[11-17 01:32:19] (/home/user/VAR/train.py , line 276)=>      [ep107]  (training )  Lm: 5.944 (5.949), Lt: 5.317 (5.324),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:01:37,  Finish: 2024-11-18 07:33
[11-17 01:32:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [   0/1669]  eta: 0:10:01  tlr: 0.00011  tnm: 0.35  Lm: 5.930 (5.930)  Lt: 5.327 (5.327)  Accm: 4.13 (4.13)  Acct: 5.84 (5.84)  time: 0.3603  data: 0.0004
[11-17 01:32:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [   0/1669]  eta: 0:10:01  tlr: 0.00011  tnm: 0.35  Lm: 5.911 (5.911)  Lt: 5.258 (5.258)  Accm: 3.93 (3.93)  Acct: 5.96 (5.96)  time: 0.3607  data: 0.0004
[11-17 01:32:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [   0/1669]  eta: 0:10:02  tlr: 0.00011  tnm: 0.35  Lm: 6.033 (6.033)  Lt: 5.429 (5.429)  Accm: 3.85 (3.85)  Acct: 6.04 (6.04)  time: 0.3609  data: 0.0004
[11-17 01:32:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [   0/1669]  eta: 0:10:02  tlr: 0.00011  tnm: 0.35  Lm: 6.040 (6.040)  Lt: 5.434 (5.434)  Accm: 3.53 (3.53)  Acct: 5.20 (5.20)  time: 0.3608  data: 0.0004
[11-17 01:35:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00011  tnm: 0.43  Lm: 5.962 (5.962)  Lt: 5.353 (5.353)  Accm: 3.85 (3.85)  Acct: 5.79 (5.79)  time: 0.4084  data: 0.0002
[11-17 01:35:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00011  tnm: 0.43  Lm: 5.905 (5.905)  Lt: 5.259 (5.259)  Accm: 4.09 (4.09)  Acct: 6.22 (6.22)  time: 0.4084  data: 0.0002
[11-17 01:35:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00011  tnm: 0.43  Lm: 5.951 (5.951)  Lt: 5.330 (5.330)  Accm: 4.10 (4.10)  Acct: 6.25 (6.25)  time: 0.4084  data: 0.0002
[11-17 01:35:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00011  tnm: 0.43  Lm: 6.018 (6.018)  Lt: 5.393 (5.393)  Accm: 3.89 (3.89)  Acct: 6.06 (6.06)  time: 0.4084  data: 0.0002
[11-17 01:38:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00011  tnm: 0.34  Lm: 6.002 (6.000)  Lt: 5.357 (5.374)  Accm: 3.92 (3.90)  Acct: 6.04 (6.04)  time: 0.4027  data: 0.0002
[11-17 01:38:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00011  tnm: 0.34  Lm: 5.930 (5.929)  Lt: 5.327 (5.310)  Accm: 4.13 (4.20)  Acct: 6.47 (6.32)  time: 0.4027  data: 0.0002
[11-17 01:38:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00011  tnm: 0.34  Lm: 5.911 (5.971)  Lt: 5.259 (5.332)  Accm: 3.93 (3.92)  Acct: 5.96 (5.95)  time: 0.4026  data: 0.0002
[11-17 01:38:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00011  tnm: 0.34  Lm: 5.929 (5.951)  Lt: 5.334 (5.347)  Accm: 4.16 (3.95)  Acct: 6.22 (5.93)  time: 0.4027  data: 0.0002
[11-17 01:41:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00011  tnm: 0.34  Lm: 5.948 (5.955)  Lt: 5.325 (5.339)  Accm: 4.02 (3.94)  Acct: 6.12 (5.96)  time: 0.4431  data: 0.0002
[11-17 01:41:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00011  tnm: 0.34  Lm: 5.984 (5.992)  Lt: 5.334 (5.351)  Accm: 3.78 (3.84)  Acct: 5.78 (5.86)  time: 0.4431  data: 0.0002
[11-17 01:41:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00011  tnm: 0.34  Lm: 5.907 (5.907)  Lt: 5.298 (5.289)  Accm: 4.26 (4.32)  Acct: 6.57 (6.47)  time: 0.4431  data: 0.0002
[11-17 01:41:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00011  tnm: 0.34  Lm: 6.018 (6.009)  Lt: 5.393 (5.390)  Accm: 3.88 (3.85)  Acct: 6.03 (5.96)  time: 0.4431  data: 0.0002
[11-17 01:44:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.35  Lm: 6.002 (5.974)  Lt: 5.357 (5.369)  Accm: 3.92 (4.00)  Acct: 6.04 (6.14)  time: 0.4129  data: 0.0016
[11-17 01:44:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 108/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 01:44:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.35  Lm: 5.967 (5.987)  Lt: 5.369 (5.355)  Accm: 3.91 (3.86)  Acct: 5.96 (5.89)  time: 0.4129  data: 0.0017
[11-17 01:44:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.35  Lm: 5.967 (5.961)  Lt: 5.334 (5.350)  Accm: 3.89 (3.90)  Acct: 6.03 (5.85)  time: 0.4129  data: 0.0014
[11-17 01:44:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 108/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.35  Lm: 5.930 (5.929)  Lt: 5.327 (5.314)  Accm: 4.13 (4.21)  Acct: 6.47 (6.30)  time: 0.4129  data: 0.0014
[11-17 01:44:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 108/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 01:44:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 108/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 01:44:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 108/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 01:44:08] (/home/user/VAR/train.py , line 276)=>      [ep108]  (training )  Lm: 5.944 (5.945), Lt: 5.317 (5.323),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:38:30,  Finish: 2024-11-18 08:22
[11-17 01:44:08] (/home/user/VAR/train.py , line 276)=>      [ep108]  (training )  Lm: 5.944 (5.945), Lt: 5.317 (5.323),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:35:02,  Finish: 2024-11-18 08:19
[11-17 01:44:08] (/home/user/VAR/train.py , line 276)=>      [ep108]  (training )  Lm: 5.944 (5.945), Lt: 5.317 (5.323),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:36:26,  Finish: 2024-11-18 08:20
[11-17 01:44:08] (/home/user/VAR/train.py , line 276)=>      [ep108]  (training )  Lm: 5.944 (5.945), Lt: 5.317 (5.323),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:35:20,  Finish: 2024-11-18 08:19
[11-17 01:44:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [   0/1669]  eta: 0:10:52  tlr: 0.00011  tnm: 0.37  Lm: 5.913 (5.913)  Lt: 5.279 (5.279)  Accm: 4.16 (4.16)  Acct: 6.44 (6.44)  time: 0.3912  data: 0.0003
[11-17 01:44:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [   0/1669]  eta: 0:10:47  tlr: 0.00011  tnm: 0.37  Lm: 5.994 (5.994)  Lt: 5.392 (5.392)  Accm: 3.91 (3.91)  Acct: 6.16 (6.16)  time: 0.3880  data: 0.0003
[11-17 01:44:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [   0/1669]  eta: 0:10:50  tlr: 0.00011  tnm: 0.37  Lm: 6.059 (6.059)  Lt: 5.413 (5.413)  Accm: 3.64 (3.64)  Acct: 5.73 (5.73)  time: 0.3899  data: 0.0004
[11-17 01:44:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [   0/1669]  eta: 0:10:54  tlr: 0.00011  tnm: 0.37  Lm: 5.921 (5.921)  Lt: 5.323 (5.323)  Accm: 4.09 (4.09)  Acct: 6.03 (6.03)  time: 0.3922  data: 0.0004
[11-17 01:47:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [ 417/1669]  eta: 0:08:58  tlr: 0.00011  tnm: 0.35  Lm: 5.901 (5.901)  Lt: 5.279 (5.279)  Accm: 4.13 (4.13)  Acct: 6.26 (6.26)  time: 0.4081  data: 0.0002
[11-17 01:47:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [ 417/1669]  eta: 0:08:58  tlr: 0.00011  tnm: 0.35  Lm: 5.903 (5.903)  Lt: 5.261 (5.261)  Accm: 4.13 (4.13)  Acct: 6.53 (6.53)  time: 0.4081  data: 0.0002
[11-17 01:47:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [ 417/1669]  eta: 0:08:58  tlr: 0.00011  tnm: 0.35  Lm: 5.962 (5.962)  Lt: 5.371 (5.371)  Accm: 4.14 (4.14)  Acct: 6.30 (6.30)  time: 0.4081  data: 0.0003
[11-17 01:47:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [ 417/1669]  eta: 0:08:58  tlr: 0.00011  tnm: 0.35  Lm: 6.010 (6.010)  Lt: 5.361 (5.361)  Accm: 3.85 (3.85)  Acct: 5.97 (5.97)  time: 0.4081  data: 0.0002
[11-17 01:50:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00011  tnm: 0.37  Lm: 5.961 (5.955)  Lt: 5.309 (5.323)  Accm: 4.06 (4.01)  Acct: 6.20 (6.10)  time: 0.4050  data: 0.0002
[11-17 01:50:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00011  tnm: 0.37  Lm: 5.934 (5.953)  Lt: 5.351 (5.350)  Accm: 3.91 (4.05)  Acct: 6.16 (6.12)  time: 0.4050  data: 0.0002
[11-17 01:50:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00011  tnm: 0.37  Lm: 5.913 (5.911)  Lt: 5.279 (5.271)  Accm: 4.11 (4.11)  Acct: 6.44 (6.36)  time: 0.4050  data: 0.0002
[11-17 01:50:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00011  tnm: 0.37  Lm: 5.917 (5.907)  Lt: 5.270 (5.276)  Accm: 4.17 (4.22)  Acct: 6.49 (6.51)  time: 0.4050  data: 0.0003
[11-17 01:52:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.35  Lm: 5.899 (5.884)  Lt: 5.252 (5.250)  Accm: 4.29 (4.27)  Acct: 6.68 (6.60)  time: 0.4048  data: 0.0003
[11-17 01:52:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.35  Lm: 5.912 (5.911)  Lt: 5.284 (5.276)  Accm: 4.13 (4.18)  Acct: 6.45 (6.39)  time: 0.4048  data: 0.0002
[11-17 01:52:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.35  Lm: 5.951 (5.957)  Lt: 5.356 (5.352)  Accm: 4.06 (4.08)  Acct: 6.28 (6.19)  time: 0.4048  data: 0.0002
[11-17 01:52:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.35  Lm: 5.964 (5.958)  Lt: 5.337 (5.334)  Accm: 4.08 (4.03)  Acct: 6.17 (6.11)  time: 0.4048  data: 0.0002
[11-17 01:55:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.40  Lm: 5.961 (5.934)  Lt: 5.309 (5.305)  Accm: 4.09 (4.16)  Acct: 6.20 (6.35)  time: 0.4505  data: 0.0017
[11-17 01:55:57] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 109/350]   Total time:      0:11:48   (0.424 s / it)
[11-17 01:55:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.40  Lm: 5.913 (5.916)  Lt: 5.290 (5.290)  Accm: 4.11 (4.11)  Acct: 6.44 (6.25)  time: 0.4505  data: 0.0016
[11-17 01:55:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.40  Lm: 5.934 (5.939)  Lt: 5.351 (5.331)  Accm: 4.20 (4.14)  Acct: 6.40 (6.33)  time: 0.4505  data: 0.0019
[11-17 01:55:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 109/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.40  Lm: 5.917 (5.905)  Lt: 5.270 (5.275)  Accm: 4.17 (4.14)  Acct: 6.49 (6.42)  time: 0.4505  data: 0.0015
[11-17 01:55:57] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 109/350]   Total time:      0:11:48   (0.424 s / it)
[11-17 01:55:57] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 109/350]   Total time:      0:11:48   (0.424 s / it)
[11-17 01:55:57] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 109/350]   Total time:      0:11:48   (0.424 s / it)
[11-17 01:58:02] (home/user/VAR/trainer.py, line 113)=> FID: 8.035410578016865
[11-17 01:58:03] (/home/user/VAR/train.py , line 259)=>  [*] [ep109]  (val 50000)  Lm: 5.9433, Lt: 5.3219, Acc m&t: 4.06 6.17,  Val cost: 125.91s
[11-17 01:58:03] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-17 01:58:18] (/home/user/VAR/train.py , line 276)=>      [ep109]  (training )  Lm: 5.943 (5.943), Lt: 5.317 (5.322),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:30:34,  Finish: 2024-11-18 08:26
[11-17 01:58:18] (/home/user/VAR/train.py , line 276)=>      [ep109]  (training )  Lm: 5.943 (5.943), Lt: 5.317 (5.322),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:29:37,  Finish: 2024-11-18 08:25
[11-17 01:58:18] (/home/user/VAR/train.py , line 276)=>      [ep109]  (training )  Lm: 5.943 (5.943), Lt: 5.317 (5.322),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:31:04,  Finish: 2024-11-18 08:27
[11-17 01:58:18] (/home/user/VAR/train.py , line 276)=>      [ep109]  (training )  Lm: 5.943 (5.943), Lt: 5.317 (5.322),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:30:19,  Finish: 2024-11-18 08:26
[11-17 01:58:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [   0/1669]  eta: 0:10:45  tlr: 0.00011  tnm: 0.37  Lm: 5.986 (5.986)  Lt: 5.364 (5.364)  Accm: 4.20 (4.20)  Acct: 6.49 (6.49)  time: 0.3869  data: 0.0003
[11-17 01:58:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [   0/1669]  eta: 0:10:44  tlr: 0.00011  tnm: 0.37  Lm: 6.017 (6.017)  Lt: 5.428 (5.428)  Accm: 3.63 (3.63)  Acct: 5.75 (5.75)  time: 0.3860  data: 0.0004
[11-17 01:58:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [   0/1669]  eta: 0:10:44  tlr: 0.00011  tnm: 0.37  Lm: 5.903 (5.903)  Lt: 5.255 (5.255)  Accm: 4.36 (4.36)  Acct: 6.59 (6.59)  time: 0.3860  data: 0.0003
[11-17 01:58:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [   0/1669]  eta: 0:11:23  tlr: 0.00011  tnm: 0.37  Lm: 5.909 (5.909)  Lt: 5.335 (5.335)  Accm: 3.66 (3.66)  Acct: 5.49 (5.49)  time: 0.4097  data: 0.0004
[11-17 02:01:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00011  tnm: 0.35  Lm: 5.928 (5.928)  Lt: 5.356 (5.356)  Accm: 3.80 (3.80)  Acct: 5.53 (5.53)  time: 0.4113  data: 0.0002
[11-17 02:01:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00011  tnm: 0.35  Lm: 5.990 (5.990)  Lt: 5.381 (5.381)  Accm: 3.71 (3.71)  Acct: 5.72 (5.72)  time: 0.4113  data: 0.0003
[11-17 02:01:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00011  tnm: 0.35  Lm: 6.043 (6.043)  Lt: 5.416 (5.416)  Accm: 3.77 (3.77)  Acct: 5.73 (5.73)  time: 0.4113  data: 0.0002
[11-17 02:01:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00011  tnm: 0.35  Lm: 5.964 (5.964)  Lt: 5.324 (5.324)  Accm: 4.01 (4.01)  Acct: 6.04 (6.04)  time: 0.4113  data: 0.0002
[11-17 02:04:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00011  tnm: 0.41  Lm: 5.903 (5.920)  Lt: 5.255 (5.281)  Accm: 4.36 (4.17)  Acct: 6.59 (6.27)  time: 0.4915  data: 0.0002
[11-17 02:04:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00011  tnm: 0.41  Lm: 5.930 (5.929)  Lt: 5.335 (5.325)  Accm: 3.94 (3.94)  Acct: 5.56 (5.89)  time: 0.4915  data: 0.0002
[11-17 02:04:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00011  tnm: 0.41  Lm: 6.013 (5.997)  Lt: 5.386 (5.382)  Accm: 3.63 (3.68)  Acct: 5.75 (5.79)  time: 0.4915  data: 0.0002
[11-17 02:04:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.00011  tnm: 0.41  Lm: 6.022 (6.036)  Lt: 5.367 (5.400)  Accm: 3.81 (3.78)  Acct: 5.85 (5.77)  time: 0.4915  data: 0.0002
[11-17 02:07:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00011  tnm: 0.37  Lm: 6.004 (6.018)  Lt: 5.365 (5.381)  Accm: 4.00 (3.88)  Acct: 6.17 (6.09)  time: 0.4019  data: 0.0002
[11-17 02:07:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00011  tnm: 0.37  Lm: 5.938 (5.935)  Lt: 5.331 (5.325)  Accm: 3.89 (3.91)  Acct: 5.84 (5.94)  time: 0.4019  data: 0.0002
[11-17 02:07:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00011  tnm: 0.37  Lm: 5.988 (5.982)  Lt: 5.359 (5.363)  Accm: 3.71 (3.76)  Acct: 5.83 (5.82)  time: 0.4019  data: 0.0002
[11-17 02:07:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00011  tnm: 0.37  Lm: 5.964 (5.969)  Lt: 5.324 (5.336)  Accm: 4.01 (3.96)  Acct: 6.04 (5.96)  time: 0.4019  data: 0.0002
[11-17 02:10:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.40  Lm: 5.903 (5.946)  Lt: 5.255 (5.313)  Accm: 4.33 (4.03)  Acct: 6.37 (6.04)  time: 0.4519  data: 0.0015
[11-17 02:10:09] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 110/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 02:10:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.40  Lm: 5.986 (5.981)  Lt: 5.364 (5.347)  Accm: 4.19 (3.97)  Acct: 6.49 (6.21)  time: 0.4519  data: 0.0019
[11-17 02:10:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.40  Lm: 6.012 (5.988)  Lt: 5.386 (5.371)  Accm: 3.73 (3.75)  Acct: 5.75 (5.81)  time: 0.4519  data: 0.0015
[11-17 02:10:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 110/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.40  Lm: 5.930 (5.920)  Lt: 5.326 (5.301)  Accm: 3.94 (3.94)  Acct: 6.11 (5.98)  time: 0.4519  data: 0.0019
[11-17 02:10:09] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 110/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 02:10:09] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 110/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 02:10:09] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 110/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 02:10:09] (/home/user/VAR/train.py , line 276)=>      [ep110]  (training )  Lm: 5.943 (5.950), Lt: 5.317 (5.328),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:13:22,  Finish: 2024-11-18 08:23
[11-17 02:10:09] (/home/user/VAR/train.py , line 276)=>      [ep110]  (training )  Lm: 5.943 (5.950), Lt: 5.317 (5.328),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:13:46,  Finish: 2024-11-18 08:23
[11-17 02:10:09] (/home/user/VAR/train.py , line 276)=>      [ep110]  (training )  Lm: 5.943 (5.950), Lt: 5.317 (5.328),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:13:02,  Finish: 2024-11-18 08:23
[11-17 02:10:09] (/home/user/VAR/train.py , line 276)=>      [ep110]  (training )  Lm: 5.943 (5.950), Lt: 5.317 (5.328),  Acc m&t: 4.07 6.19,  Remain: 1 day, 22:13:19,  Finish: 2024-11-18 08:23
[11-17 02:10:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [   0/1669]  eta: 0:10:51  tlr: 0.00011  tnm: 0.35  Lm: 5.897 (5.897)  Lt: 5.262 (5.262)  Accm: 4.31 (4.31)  Acct: 5.92 (5.92)  time: 0.3906  data: 0.0004
[11-17 02:10:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [   0/1669]  eta: 0:10:29  tlr: 0.00011  tnm: 0.35  Lm: 5.756 (5.756)  Lt: 5.118 (5.118)  Accm: 4.68 (4.68)  Acct: 6.94 (6.94)  time: 0.3770  data: 0.0004
[11-17 02:10:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [   0/1669]  eta: 0:10:29  tlr: 0.00011  tnm: 0.35  Lm: 5.996 (5.996)  Lt: 5.379 (5.379)  Accm: 4.11 (4.11)  Acct: 6.22 (6.22)  time: 0.3772  data: 0.0004
[11-17 02:10:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [   0/1669]  eta: 0:10:30  tlr: 0.00011  tnm: 0.35  Lm: 5.893 (5.893)  Lt: 5.276 (5.276)  Accm: 4.04 (4.04)  Acct: 5.97 (5.97)  time: 0.3777  data: 0.0003
[11-17 02:13:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00011  tnm: 0.42  Lm: 5.941 (5.941)  Lt: 5.318 (5.318)  Accm: 4.01 (4.01)  Acct: 6.13 (6.13)  time: 0.4037  data: 0.0003
[11-17 02:13:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00011  tnm: 0.42  Lm: 5.966 (5.966)  Lt: 5.331 (5.331)  Accm: 4.20 (4.20)  Acct: 6.42 (6.42)  time: 0.4037  data: 0.0002
[11-17 02:13:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00011  tnm: 0.42  Lm: 5.933 (5.933)  Lt: 5.300 (5.300)  Accm: 4.22 (4.22)  Acct: 6.07 (6.07)  time: 0.4037  data: 0.0002
[11-17 02:13:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.00011  tnm: 0.42  Lm: 5.844 (5.844)  Lt: 5.213 (5.213)  Accm: 4.55 (4.55)  Acct: 6.72 (6.72)  time: 0.4037  data: 0.0002
[11-17 02:16:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [ 834/1669]  eta: 0:06:02  tlr: 0.00011  tnm: 0.40  Lm: 5.931 (5.924)  Lt: 5.308 (5.297)  Accm: 4.41 (4.22)  Acct: 6.51 (6.28)  time: 0.5471  data: 0.0002
[11-17 02:16:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [ 834/1669]  eta: 0:06:02  tlr: 0.00011  tnm: 0.40  Lm: 5.897 (5.900)  Lt: 5.262 (5.269)  Accm: 4.31 (4.38)  Acct: 6.22 (6.39)  time: 0.5471  data: 0.0006
[11-17 02:16:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [ 834/1669]  eta: 0:06:02  tlr: 0.00011  tnm: 0.40  Lm: 5.989 (5.969)  Lt: 5.360 (5.357)  Accm: 3.98 (3.99)  Acct: 5.97 (5.99)  time: 0.5471  data: 0.0002
[11-17 02:16:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [ 834/1669]  eta: 0:06:02  tlr: 0.00011  tnm: 0.40  Lm: 5.937 (5.941)  Lt: 5.284 (5.308)  Accm: 4.25 (4.22)  Acct: 6.54 (6.46)  time: 0.5471  data: 0.0002
[11-17 02:19:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00011  tnm: 0.39  Lm: 5.966 (5.962)  Lt: 5.331 (5.328)  Accm: 4.18 (4.08)  Acct: 6.38 (6.26)  time: 0.4558  data: 0.0002
[11-17 02:19:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00011  tnm: 0.39  Lm: 5.919 (5.910)  Lt: 5.300 (5.288)  Accm: 4.27 (4.35)  Acct: 6.32 (6.40)  time: 0.4558  data: 0.0002
[11-17 02:19:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00011  tnm: 0.39  Lm: 5.959 (5.940)  Lt: 5.339 (5.315)  Accm: 4.23 (4.18)  Acct: 6.40 (6.29)  time: 0.4559  data: 0.0002
[11-17 02:19:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00011  tnm: 0.39  Lm: 5.941 (5.938)  Lt: 5.318 (5.323)  Accm: 4.01 (4.05)  Acct: 6.13 (6.13)  time: 0.4559  data: 0.0003
[11-17 02:22:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.989 (5.950)  Lt: 5.358 (5.330)  Accm: 3.98 (4.02)  Acct: 6.08 (6.12)  time: 0.4130  data: 0.0017
[11-17 02:22:03] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 111/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 02:22:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.940 (5.918)  Lt: 5.310 (5.292)  Accm: 4.24 (4.26)  Acct: 6.40 (6.40)  time: 0.4130  data: 0.0014
[11-17 02:22:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.931 (5.919)  Lt: 5.308 (5.293)  Accm: 4.34 (4.21)  Acct: 6.51 (6.34)  time: 0.4130  data: 0.0014
[11-17 02:22:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 111/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.996 (5.980)  Lt: 5.379 (5.349)  Accm: 4.11 (4.00)  Acct: 6.22 (6.10)  time: 0.4130  data: 0.0015
[11-17 02:22:03] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 111/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 02:22:03] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 111/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 02:22:03] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 111/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 02:22:03] (/home/user/VAR/train.py , line 276)=>      [ep111]  (training )  Lm: 5.943 (5.943), Lt: 5.317 (5.321),  Acc m&t: 4.08 6.20,  Remain: 1 day, 22:12:34,  Finish: 2024-11-18 08:34
[11-17 02:22:03] (/home/user/VAR/train.py , line 276)=>      [ep111]  (training )  Lm: 5.943 (5.943), Lt: 5.317 (5.321),  Acc m&t: 4.08 6.20,  Remain: 1 day, 22:12:35,  Finish: 2024-11-18 08:34
[11-17 02:22:03] (/home/user/VAR/train.py , line 276)=>      [ep111]  (training )  Lm: 5.943 (5.943), Lt: 5.317 (5.321),  Acc m&t: 4.08 6.20,  Remain: 1 day, 22:13:06,  Finish: 2024-11-18 08:35
[11-17 02:22:03] (/home/user/VAR/train.py , line 276)=>      [ep111]  (training )  Lm: 5.943 (5.943), Lt: 5.317 (5.321),  Acc m&t: 4.08 6.20,  Remain: 1 day, 22:13:37,  Finish: 2024-11-18 08:35
[11-17 02:22:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [   0/1669]  eta: 0:09:58  tlr: 0.00011  tnm: 0.36  Lm: 5.881 (5.881)  Lt: 5.238 (5.238)  Accm: 4.44 (4.44)  Acct: 6.84 (6.84)  time: 0.3585  data: 0.0004
[11-17 02:22:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [   0/1669]  eta: 0:09:58  tlr: 0.00011  tnm: 0.36  Lm: 5.948 (5.948)  Lt: 5.309 (5.309)  Accm: 4.13 (4.13)  Acct: 6.32 (6.32)  time: 0.3585  data: 0.0004
[11-17 02:22:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [   0/1669]  eta: 0:09:58  tlr: 0.00011  tnm: 0.36  Lm: 6.026 (6.026)  Lt: 5.396 (5.396)  Accm: 3.71 (3.71)  Acct: 6.06 (6.06)  time: 0.3588  data: 0.0003
[11-17 02:22:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [   0/1669]  eta: 0:09:59  tlr: 0.00011  tnm: 0.36  Lm: 6.025 (6.025)  Lt: 5.431 (5.431)  Accm: 3.82 (3.82)  Acct: 5.68 (5.68)  time: 0.3589  data: 0.0003
[11-17 02:25:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [ 417/1669]  eta: 0:08:52  tlr: 0.00011  tnm: 0.35  Lm: 6.033 (6.033)  Lt: 5.436 (5.436)  Accm: 3.69 (3.69)  Acct: 5.60 (5.60)  time: 0.4044  data: 0.0002
[11-17 02:25:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [ 417/1669]  eta: 0:08:52  tlr: 0.00011  tnm: 0.35  Lm: 5.969 (5.969)  Lt: 5.370 (5.370)  Accm: 3.92 (3.92)  Acct: 5.92 (5.92)  time: 0.4044  data: 0.0002
[11-17 02:25:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [ 417/1669]  eta: 0:08:52  tlr: 0.00011  tnm: 0.35  Lm: 6.013 (6.013)  Lt: 5.373 (5.373)  Accm: 3.87 (3.87)  Acct: 5.97 (5.97)  time: 0.4044  data: 0.0002
[11-17 02:25:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [ 417/1669]  eta: 0:08:52  tlr: 0.00011  tnm: 0.35  Lm: 5.924 (5.924)  Lt: 5.281 (5.281)  Accm: 4.20 (4.20)  Acct: 6.61 (6.61)  time: 0.4044  data: 0.0003
[11-17 02:27:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00011  tnm: 0.37  Lm: 5.930 (5.926)  Lt: 5.314 (5.292)  Accm: 4.00 (4.13)  Acct: 6.39 (6.37)  time: 0.4542  data: 0.0003
[11-17 02:27:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00011  tnm: 0.37  Lm: 5.913 (5.945)  Lt: 5.343 (5.342)  Accm: 4.14 (4.05)  Acct: 6.06 (5.99)  time: 0.4542  data: 0.0002
[11-17 02:27:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00011  tnm: 0.37  Lm: 6.025 (6.001)  Lt: 5.431 (5.397)  Accm: 3.82 (3.82)  Acct: 5.68 (5.85)  time: 0.4541  data: 0.0002
[11-17 02:27:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00011  tnm: 0.37  Lm: 5.948 (5.965)  Lt: 5.309 (5.331)  Accm: 4.13 (4.18)  Acct: 6.32 (6.45)  time: 0.4542  data: 0.0002
[11-17 02:30:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.37  Lm: 5.956 (5.965)  Lt: 5.312 (5.327)  Accm: 4.08 (4.14)  Acct: 6.18 (6.35)  time: 0.4097  data: 0.0002
[11-17 02:30:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.37  Lm: 6.033 (6.036)  Lt: 5.436 (5.426)  Accm: 3.69 (3.67)  Acct: 5.60 (5.65)  time: 0.4097  data: 0.0002
[11-17 02:30:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.37  Lm: 5.919 (5.940)  Lt: 5.314 (5.317)  Accm: 4.14 (4.07)  Acct: 6.09 (6.10)  time: 0.4097  data: 0.0002
[11-17 02:30:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.37  Lm: 5.911 (5.918)  Lt: 5.290 (5.285)  Accm: 3.98 (4.06)  Acct: 6.14 (6.18)  time: 0.4097  data: 0.0003
[11-17 02:33:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.38  Lm: 5.930 (5.939)  Lt: 5.314 (5.313)  Accm: 3.96 (4.04)  Acct: 5.89 (6.10)  time: 0.4088  data: 0.0014
[11-17 02:33:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 112/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 02:33:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.38  Lm: 5.963 (5.971)  Lt: 5.316 (5.332)  Accm: 4.02 (4.03)  Acct: 6.04 (6.21)  time: 0.4088  data: 0.0021
[11-17 02:33:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.38  Lm: 5.913 (5.911)  Lt: 5.285 (5.278)  Accm: 4.14 (4.19)  Acct: 6.11 (6.31)  time: 0.4088  data: 0.0014
[11-17 02:33:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 112/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.38  Lm: 6.025 (6.022)  Lt: 5.431 (5.403)  Accm: 3.81 (3.70)  Acct: 5.68 (5.73)  time: 0.4088  data: 0.0016
[11-17 02:33:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 112/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 02:33:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 112/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 02:33:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 112/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 02:33:58] (/home/user/VAR/train.py , line 276)=>      [ep112]  (training )  Lm: 5.943 (5.943), Lt: 5.316 (5.316),  Acc m&t: 4.08 6.22,  Remain: 1 day, 21:51:36,  Finish: 2024-11-18 08:25
[11-17 02:33:58] (/home/user/VAR/train.py , line 276)=>      [ep112]  (training )  Lm: 5.943 (5.943), Lt: 5.316 (5.316),  Acc m&t: 4.08 6.22,  Remain: 1 day, 21:52:38,  Finish: 2024-11-18 08:26
[11-17 02:33:58] (/home/user/VAR/train.py , line 276)=>      [ep112]  (training )  Lm: 5.943 (5.943), Lt: 5.316 (5.316),  Acc m&t: 4.08 6.22,  Remain: 1 day, 21:52:47,  Finish: 2024-11-18 08:26
[11-17 02:33:58] (/home/user/VAR/train.py , line 276)=>      [ep112]  (training )  Lm: 5.943 (5.943), Lt: 5.316 (5.316),  Acc m&t: 4.08 6.22,  Remain: 1 day, 21:52:33,  Finish: 2024-11-18 08:26
[11-17 02:33:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [   0/1669]  eta: 0:10:35  tlr: 0.00011  tnm: 0.36  Lm: 5.932 (5.932)  Lt: 5.358 (5.358)  Accm: 3.98 (3.98)  Acct: 5.66 (5.66)  time: 0.3808  data: 0.0003
[11-17 02:33:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [   0/1669]  eta: 0:10:30  tlr: 0.00011  tnm: 0.36  Lm: 5.956 (5.956)  Lt: 5.326 (5.326)  Accm: 3.98 (3.98)  Acct: 6.04 (6.04)  time: 0.3779  data: 0.0004
[11-17 02:33:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [   0/1669]  eta: 0:10:36  tlr: 0.00011  tnm: 0.36  Lm: 6.075 (6.075)  Lt: 5.485 (5.485)  Accm: 3.59 (3.59)  Acct: 5.23 (5.23)  time: 0.3812  data: 0.0003
[11-17 02:33:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [   0/1669]  eta: 0:10:37  tlr: 0.00011  tnm: 0.36  Lm: 5.880 (5.880)  Lt: 5.272 (5.272)  Accm: 4.41 (4.41)  Acct: 6.37 (6.37)  time: 0.3820  data: 0.0004
[11-17 02:36:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00011  tnm: 0.39  Lm: 5.941 (5.941)  Lt: 5.352 (5.352)  Accm: 4.12 (4.12)  Acct: 6.03 (6.03)  time: 0.4097  data: 0.0002
[11-17 02:36:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00011  tnm: 0.39  Lm: 5.929 (5.929)  Lt: 5.301 (5.301)  Accm: 4.19 (4.19)  Acct: 6.34 (6.34)  time: 0.4097  data: 0.0002
[11-17 02:36:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00011  tnm: 0.39  Lm: 5.987 (5.987)  Lt: 5.377 (5.377)  Accm: 3.72 (3.72)  Acct: 5.58 (5.58)  time: 0.4097  data: 0.0003
[11-17 02:36:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [ 417/1669]  eta: 0:08:49  tlr: 0.00011  tnm: 0.39  Lm: 5.960 (5.960)  Lt: 5.369 (5.369)  Accm: 3.88 (3.88)  Acct: 5.71 (5.71)  time: 0.4097  data: 0.0003
[11-17 02:39:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [ 834/1669]  eta: 0:05:50  tlr: 0.00011  tnm: 0.37  Lm: 6.032 (6.002)  Lt: 5.403 (5.386)  Accm: 3.59 (3.63)  Acct: 5.56 (5.57)  time: 0.4033  data: 0.0002
[11-17 02:39:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [ 834/1669]  eta: 0:05:50  tlr: 0.00011  tnm: 0.37  Lm: 5.966 (5.949)  Lt: 5.335 (5.346)  Accm: 4.09 (4.11)  Acct: 6.20 (6.08)  time: 0.4033  data: 0.0002
[11-17 02:39:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [ 834/1669]  eta: 0:05:50  tlr: 0.00011  tnm: 0.37  Lm: 5.927 (5.928)  Lt: 5.309 (5.304)  Accm: 4.09 (4.16)  Acct: 6.46 (6.38)  time: 0.4033  data: 0.0002
[11-17 02:39:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [ 834/1669]  eta: 0:05:50  tlr: 0.00011  tnm: 0.37  Lm: 5.966 (5.962)  Lt: 5.358 (5.351)  Accm: 3.98 (4.08)  Acct: 5.75 (6.19)  time: 0.4033  data: 0.0002
[11-17 02:42:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00011  tnm: 0.36  Lm: 5.974 (5.967)  Lt: 5.351 (5.350)  Accm: 4.02 (4.08)  Acct: 5.86 (6.14)  time: 0.4508  data: 0.0002
[11-17 02:42:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00011  tnm: 0.36  Lm: 5.930 (5.929)  Lt: 5.316 (5.308)  Accm: 4.04 (4.10)  Acct: 6.29 (6.32)  time: 0.4508  data: 0.0002
[11-17 02:42:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00011  tnm: 0.36  Lm: 5.965 (5.976)  Lt: 5.355 (5.366)  Accm: 3.72 (3.83)  Acct: 5.74 (5.88)  time: 0.4508  data: 0.0002
[11-17 02:42:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [1251/1669]  eta: 0:02:55  tlr: 0.00011  tnm: 0.36  Lm: 5.983 (5.966)  Lt: 5.356 (5.354)  Accm: 3.96 (3.96)  Acct: 5.94 (5.95)  time: 0.4508  data: 0.0002
[11-17 02:45:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.38  Lm: 5.966 (5.950)  Lt: 5.335 (5.334)  Accm: 4.09 (4.02)  Acct: 6.20 (6.08)  time: 0.4043  data: 0.0015
[11-17 02:45:50] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 113/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 02:45:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.38  Lm: 5.899 (5.938)  Lt: 5.307 (5.327)  Accm: 3.84 (3.97)  Acct: 5.92 (6.10)  time: 0.4043  data: 0.0019
[11-17 02:45:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.38  Lm: 5.966 (5.961)  Lt: 5.345 (5.334)  Accm: 4.06 (4.12)  Acct: 5.97 (6.24)  time: 0.4043  data: 0.0017
[11-17 02:45:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 113/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.38  Lm: 5.927 (5.924)  Lt: 5.309 (5.289)  Accm: 4.08 (4.09)  Acct: 6.39 (6.33)  time: 0.4043  data: 0.0020
[11-17 02:45:50] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 113/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 02:45:50] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 113/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 02:45:50] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 113/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 02:45:50] (/home/user/VAR/train.py , line 276)=>      [ep113]  (training )  Lm: 5.938 (5.938), Lt: 5.313 (5.313),  Acc m&t: 4.09 6.22,  Remain: 1 day, 20:55:49,  Finish: 2024-11-18 07:41
[11-17 02:45:50] (/home/user/VAR/train.py , line 276)=>      [ep113]  (training )  Lm: 5.938 (5.938), Lt: 5.313 (5.313),  Acc m&t: 4.09 6.22,  Remain: 1 day, 20:56:16,  Finish: 2024-11-18 07:42
[11-17 02:45:50] (/home/user/VAR/train.py , line 276)=>      [ep113]  (training )  Lm: 5.938 (5.938), Lt: 5.313 (5.313),  Acc m&t: 4.09 6.22,  Remain: 1 day, 20:55:20,  Finish: 2024-11-18 07:41
[11-17 02:45:50] (/home/user/VAR/train.py , line 276)=>      [ep113]  (training )  Lm: 5.938 (5.938), Lt: 5.313 (5.313),  Acc m&t: 4.09 6.22,  Remain: 1 day, 20:54:55,  Finish: 2024-11-18 07:40
[11-17 02:45:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [   0/1669]  eta: 0:11:10  tlr: 0.00011  tnm: 0.37  Lm: 5.911 (5.911)  Lt: 5.296 (5.296)  Accm: 4.38 (4.38)  Acct: 6.71 (6.71)  time: 0.4015  data: 0.0004
[11-17 02:45:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [   0/1669]  eta: 0:11:10  tlr: 0.00011  tnm: 0.37  Lm: 5.978 (5.978)  Lt: 5.370 (5.370)  Accm: 4.03 (4.03)  Acct: 5.96 (5.96)  time: 0.4018  data: 0.0004
[11-17 02:45:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [   0/1669]  eta: 0:11:10  tlr: 0.00011  tnm: 0.37  Lm: 6.106 (6.106)  Lt: 5.494 (5.494)  Accm: 3.43 (3.43)  Acct: 5.37 (5.37)  time: 0.4019  data: 0.0003
[11-17 02:45:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [   0/1669]  eta: 0:11:13  tlr: 0.00011  tnm: 0.37  Lm: 5.922 (5.922)  Lt: 5.358 (5.358)  Accm: 3.80 (3.80)  Acct: 5.46 (5.46)  time: 0.4038  data: 0.0004
[11-17 02:48:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00011  tnm: 0.37  Lm: 5.959 (5.959)  Lt: 5.382 (5.382)  Accm: 3.83 (3.83)  Acct: 5.57 (5.57)  time: 0.4085  data: 0.0003
[11-17 02:48:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00011  tnm: 0.37  Lm: 5.989 (5.989)  Lt: 5.359 (5.359)  Accm: 4.06 (4.06)  Acct: 6.19 (6.19)  time: 0.4085  data: 0.0002
[11-17 02:48:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00011  tnm: 0.37  Lm: 5.931 (5.931)  Lt: 5.323 (5.323)  Accm: 4.36 (4.36)  Acct: 6.69 (6.69)  time: 0.4085  data: 0.0003
[11-17 02:48:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [ 417/1669]  eta: 0:08:48  tlr: 0.00011  tnm: 0.37  Lm: 6.032 (6.032)  Lt: 5.422 (5.422)  Accm: 3.81 (3.81)  Acct: 5.97 (5.97)  time: 0.4085  data: 0.0002
[11-17 02:51:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00011  tnm: 0.40  Lm: 5.957 (6.003)  Lt: 5.374 (5.406)  Accm: 4.03 (3.88)  Acct: 5.79 (5.91)  time: 0.4074  data: 0.0003
[11-17 02:51:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00011  tnm: 0.40  Lm: 5.978 (5.931)  Lt: 5.349 (5.303)  Accm: 4.09 (4.17)  Acct: 6.42 (6.36)  time: 0.4074  data: 0.0003
[11-17 02:51:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00011  tnm: 0.40  Lm: 5.933 (5.931)  Lt: 5.296 (5.314)  Accm: 4.33 (4.17)  Acct: 6.66 (6.40)  time: 0.4074  data: 0.0002
[11-17 02:51:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.00011  tnm: 0.40  Lm: 5.930 (5.949)  Lt: 5.358 (5.364)  Accm: 3.87 (4.05)  Acct: 5.68 (5.97)  time: 0.4074  data: 0.0002
[11-17 02:54:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.39  Lm: 5.963 (5.974)  Lt: 5.382 (5.381)  Accm: 3.83 (3.95)  Acct: 5.57 (5.84)  time: 0.4510  data: 0.0003
[11-17 02:54:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.39  Lm: 5.935 (5.933)  Lt: 5.295 (5.308)  Accm: 4.20 (4.15)  Acct: 6.33 (6.30)  time: 0.4510  data: 0.0002
[11-17 02:54:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.39  Lm: 5.987 (6.007)  Lt: 5.417 (5.420)  Accm: 3.94 (3.88)  Acct: 5.79 (5.88)  time: 0.4510  data: 0.0002
[11-17 02:54:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.39  Lm: 5.989 (5.961)  Lt: 5.359 (5.338)  Accm: 4.06 (4.04)  Acct: 6.19 (6.18)  time: 0.4510  data: 0.0002
[11-17 02:57:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.978 (5.955)  Lt: 5.349 (5.332)  Accm: 4.03 (4.04)  Acct: 5.96 (6.12)  time: 0.4109  data: 0.0020
[11-17 02:57:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 114/350]   Total time:      0:11:45   (0.423 s / it)
[11-17 02:57:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.957 (5.994)  Lt: 5.374 (5.405)  Accm: 4.03 (3.91)  Acct: 5.80 (5.88)  time: 0.4109  data: 0.0015
[11-17 02:57:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.937 (5.946)  Lt: 5.296 (5.320)  Accm: 4.07 (4.08)  Acct: 5.99 (6.19)  time: 0.4109  data: 0.0017
[11-17 02:57:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 114/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.930 (5.955)  Lt: 5.358 (5.346)  Accm: 3.87 (3.99)  Acct: 5.68 (5.96)  time: 0.4109  data: 0.0015
[11-17 02:57:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 114/350]   Total time:      0:11:45   (0.423 s / it)
[11-17 02:57:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 114/350]   Total time:      0:11:45   (0.423 s / it)
[11-17 02:57:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 114/350]   Total time:      0:11:45   (0.423 s / it)
[11-17 02:57:36] (/home/user/VAR/train.py , line 276)=>      [ep114]  (training )  Lm: 5.938 (5.943), Lt: 5.313 (5.321),  Acc m&t: 4.09 6.22,  Remain: 1 day, 21:44:44,  Finish: 2024-11-18 08:42
[11-17 02:57:36] (/home/user/VAR/train.py , line 276)=>      [ep114]  (training )  Lm: 5.938 (5.943), Lt: 5.313 (5.321),  Acc m&t: 4.09 6.22,  Remain: 1 day, 21:44:23,  Finish: 2024-11-18 08:41
[11-17 02:57:36] (/home/user/VAR/train.py , line 276)=>      [ep114]  (training )  Lm: 5.938 (5.943), Lt: 5.313 (5.321),  Acc m&t: 4.09 6.22,  Remain: 1 day, 21:45:33,  Finish: 2024-11-18 08:43
[11-17 02:57:36] (/home/user/VAR/train.py , line 276)=>      [ep114]  (training )  Lm: 5.938 (5.943), Lt: 5.313 (5.321),  Acc m&t: 4.09 6.22,  Remain: 1 day, 21:45:21,  Finish: 2024-11-18 08:42
[11-17 02:57:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [   0/1669]  eta: 0:10:29  tlr: 0.00011  tnm: 0.35  Lm: 6.006 (6.006)  Lt: 5.440 (5.440)  Accm: 3.75 (3.75)  Acct: 5.66 (5.66)  time: 0.3772  data: 0.0003
[11-17 02:57:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [   0/1669]  eta: 0:10:29  tlr: 0.00011  tnm: 0.35  Lm: 6.037 (6.037)  Lt: 5.365 (5.365)  Accm: 3.63 (3.63)  Acct: 5.65 (5.65)  time: 0.3771  data: 0.0004
[11-17 02:57:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [   0/1669]  eta: 0:10:29  tlr: 0.00011  tnm: 0.35  Lm: 5.988 (5.988)  Lt: 5.337 (5.337)  Accm: 3.76 (3.76)  Acct: 6.13 (6.13)  time: 0.3773  data: 0.0004
[11-17 02:57:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [   0/1669]  eta: 0:10:29  tlr: 0.00011  tnm: 0.35  Lm: 5.948 (5.948)  Lt: 5.317 (5.317)  Accm: 4.17 (4.17)  Acct: 6.44 (6.44)  time: 0.3773  data: 0.0004
[11-17 03:00:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [ 417/1669]  eta: 0:08:55  tlr: 0.00011  tnm: 0.38  Lm: 5.988 (5.988)  Lt: 5.369 (5.369)  Accm: 4.02 (4.02)  Acct: 6.13 (6.13)  time: 0.4028  data: 0.0002
[11-17 03:00:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [ 417/1669]  eta: 0:08:55  tlr: 0.00011  tnm: 0.38  Lm: 6.044 (6.044)  Lt: 5.404 (5.404)  Accm: 3.58 (3.58)  Acct: 5.67 (5.67)  time: 0.4028  data: 0.0002
[11-17 03:00:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [ 417/1669]  eta: 0:08:55  tlr: 0.00011  tnm: 0.38  Lm: 5.969 (5.969)  Lt: 5.331 (5.331)  Accm: 3.88 (3.88)  Acct: 6.06 (6.06)  time: 0.4028  data: 0.0003
[11-17 03:00:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [ 417/1669]  eta: 0:08:55  tlr: 0.00011  tnm: 0.38  Lm: 5.952 (5.952)  Lt: 5.368 (5.368)  Accm: 3.92 (3.92)  Acct: 5.86 (5.86)  time: 0.4027  data: 0.0003
[11-17 03:03:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00011  tnm: 0.38  Lm: 6.006 (5.987)  Lt: 5.438 (5.391)  Accm: 3.89 (3.91)  Acct: 5.89 (5.87)  time: 0.4049  data: 0.0002
[11-17 03:03:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00011  tnm: 0.38  Lm: 5.949 (5.936)  Lt: 5.324 (5.310)  Accm: 4.00 (4.13)  Acct: 6.13 (6.36)  time: 0.4049  data: 0.0002
[11-17 03:03:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00011  tnm: 0.38  Lm: 6.037 (6.034)  Lt: 5.396 (5.401)  Accm: 3.53 (3.55)  Acct: 5.65 (5.52)  time: 0.4049  data: 0.0002
[11-17 03:03:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00011  tnm: 0.38  Lm: 6.029 (6.023)  Lt: 5.420 (5.411)  Accm: 3.88 (3.86)  Acct: 5.82 (5.89)  time: 0.4050  data: 0.0002
[11-17 03:06:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00011  tnm: 0.39  Lm: 5.988 (6.001)  Lt: 5.369 (5.379)  Accm: 3.91 (3.88)  Acct: 5.98 (5.96)  time: 0.4082  data: 0.0002
[11-17 03:06:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00011  tnm: 0.39  Lm: 6.026 (6.028)  Lt: 5.407 (5.406)  Accm: 3.58 (3.66)  Acct: 5.67 (5.66)  time: 0.4082  data: 0.0002
[11-17 03:06:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00011  tnm: 0.39  Lm: 5.910 (5.904)  Lt: 5.296 (5.258)  Accm: 4.31 (4.28)  Acct: 6.55 (6.58)  time: 0.4082  data: 0.0002
[11-17 03:06:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00011  tnm: 0.39  Lm: 5.952 (5.945)  Lt: 5.367 (5.340)  Accm: 3.99 (4.03)  Acct: 5.97 (5.95)  time: 0.4082  data: 0.0002
[11-17 03:09:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.33  Lm: 6.006 (5.970)  Lt: 5.427 (5.357)  Accm: 3.89 (3.98)  Acct: 5.89 (5.92)  time: 0.4096  data: 0.0013
[11-17 03:09:30] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 115/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 03:09:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.33  Lm: 6.014 (6.022)  Lt: 5.396 (5.404)  Accm: 3.63 (3.67)  Acct: 5.68 (5.67)  time: 0.4096  data: 0.0018
[11-17 03:09:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.33  Lm: 5.949 (5.914)  Lt: 5.308 (5.268)  Accm: 4.31 (4.28)  Acct: 6.80 (6.62)  time: 0.4096  data: 0.0016
[11-17 03:09:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 115/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.33  Lm: 5.968 (5.994)  Lt: 5.339 (5.371)  Accm: 3.88 (3.85)  Acct: 5.82 (5.87)  time: 0.4096  data: 0.0015
[11-17 03:09:30] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 115/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 03:09:30] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 115/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 03:09:30] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 115/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 03:09:30] (/home/user/VAR/train.py , line 276)=>      [ep115]  (training )  Lm: 5.938 (5.938), Lt: 5.311 (5.311),  Acc m&t: 4.09 6.22,  Remain: 1 day, 21:14:21,  Finish: 2024-11-18 08:23
[11-17 03:09:30] (/home/user/VAR/train.py , line 276)=>      [ep115]  (training )  Lm: 5.938 (5.938), Lt: 5.311 (5.311),  Acc m&t: 4.09 6.22,  Remain: 1 day, 21:15:07,  Finish: 2024-11-18 08:24
[11-17 03:09:30] (/home/user/VAR/train.py , line 276)=>      [ep115]  (training )  Lm: 5.938 (5.938), Lt: 5.311 (5.311),  Acc m&t: 4.09 6.22,  Remain: 1 day, 21:16:19,  Finish: 2024-11-18 08:25
[11-17 03:09:30] (/home/user/VAR/train.py , line 276)=>      [ep115]  (training )  Lm: 5.938 (5.938), Lt: 5.311 (5.311),  Acc m&t: 4.09 6.22,  Remain: 1 day, 21:16:42,  Finish: 2024-11-18 08:26
[11-17 03:09:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [   0/1669]  eta: 0:10:25  tlr: 0.00011  tnm: 0.36  Lm: 5.841 (5.841)  Lt: 5.175 (5.175)  Accm: 4.20 (4.20)  Acct: 6.35 (6.35)  time: 0.3749  data: 0.0004
[11-17 03:09:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [   0/1669]  eta: 0:10:26  tlr: 0.00011  tnm: 0.36  Lm: 5.952 (5.952)  Lt: 5.330 (5.330)  Accm: 3.68 (3.68)  Acct: 5.35 (5.35)  time: 0.3754  data: 0.0003
[11-17 03:09:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [   0/1669]  eta: 0:10:26  tlr: 0.00011  tnm: 0.36  Lm: 6.016 (6.016)  Lt: 5.388 (5.388)  Accm: 3.86 (3.86)  Acct: 5.89 (5.89)  time: 0.3755  data: 0.0004
[11-17 03:09:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [   0/1669]  eta: 0:10:26  tlr: 0.00011  tnm: 0.36  Lm: 6.028 (6.028)  Lt: 5.400 (5.400)  Accm: 4.02 (4.02)  Acct: 6.42 (6.42)  time: 0.3754  data: 0.0003
[11-17 03:12:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00011  tnm: 0.35  Lm: 6.007 (6.007)  Lt: 5.407 (5.407)  Accm: 3.98 (3.98)  Acct: 6.13 (6.13)  time: 0.4637  data: 0.0002
[11-17 03:12:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00011  tnm: 0.35  Lm: 5.937 (5.937)  Lt: 5.304 (5.304)  Accm: 4.17 (4.17)  Acct: 6.48 (6.48)  time: 0.4637  data: 0.0002
[11-17 03:12:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00011  tnm: 0.35  Lm: 5.832 (5.832)  Lt: 5.178 (5.178)  Accm: 4.22 (4.22)  Acct: 6.41 (6.41)  time: 0.4637  data: 0.0002
[11-17 03:12:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.00011  tnm: 0.35  Lm: 5.929 (5.929)  Lt: 5.319 (5.319)  Accm: 3.99 (3.99)  Acct: 6.03 (6.03)  time: 0.4637  data: 0.0002
[11-17 03:15:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00011  tnm: 0.36  Lm: 5.905 (5.894)  Lt: 5.308 (5.267)  Accm: 4.31 (4.20)  Acct: 6.71 (6.36)  time: 0.4070  data: 0.0002
[11-17 03:15:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00011  tnm: 0.36  Lm: 6.028 (6.021)  Lt: 5.413 (5.412)  Accm: 3.93 (3.90)  Acct: 5.92 (6.06)  time: 0.4069  data: 0.0002
[11-17 03:15:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00011  tnm: 0.36  Lm: 5.858 (5.910)  Lt: 5.220 (5.274)  Accm: 4.25 (4.20)  Acct: 6.39 (6.45)  time: 0.4070  data: 0.0002
[11-17 03:15:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.00011  tnm: 0.36  Lm: 5.841 (5.897)  Lt: 5.181 (5.261)  Accm: 4.20 (4.10)  Acct: 6.35 (6.29)  time: 0.4070  data: 0.0002
[11-17 03:18:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [1251/1669]  eta: 0:03:01  tlr: 0.00011  tnm: 0.33  Lm: 5.868 (5.897)  Lt: 5.240 (5.270)  Accm: 4.22 (4.16)  Acct: 6.41 (6.34)  time: 0.4127  data: 0.0002
[11-17 03:18:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [1251/1669]  eta: 0:03:01  tlr: 0.00011  tnm: 0.33  Lm: 5.912 (5.924)  Lt: 5.280 (5.290)  Accm: 4.18 (4.18)  Acct: 6.22 (6.35)  time: 0.4127  data: 0.0002
[11-17 03:18:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [1251/1669]  eta: 0:03:01  tlr: 0.00011  tnm: 0.33  Lm: 5.929 (5.922)  Lt: 5.319 (5.297)  Accm: 3.99 (4.06)  Acct: 6.13 (6.16)  time: 0.4127  data: 0.0002
[11-17 03:18:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [1251/1669]  eta: 0:03:01  tlr: 0.00011  tnm: 0.33  Lm: 6.026 (6.022)  Lt: 5.411 (5.411)  Accm: 3.92 (3.90)  Acct: 6.10 (6.11)  time: 0.4128  data: 0.0002
[11-17 03:21:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 6.025 (5.997)  Lt: 5.408 (5.384)  Accm: 3.93 (3.94)  Acct: 6.25 (6.14)  time: 0.4118  data: 0.0022
[11-17 03:21:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 116/350]   Total time:      0:12:01   (0.432 s / it)
[11-17 03:21:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.905 (5.915)  Lt: 5.308 (5.286)  Accm: 4.25 (4.10)  Acct: 6.27 (6.18)  time: 0.4118  data: 0.0018
[11-17 03:21:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.895 (5.911)  Lt: 5.298 (5.283)  Accm: 4.20 (4.14)  Acct: 6.35 (6.25)  time: 0.4118  data: 0.0017
[11-17 03:21:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 116/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.858 (5.906)  Lt: 5.220 (5.274)  Accm: 4.25 (4.21)  Acct: 6.39 (6.44)  time: 0.4118  data: 0.0014
[11-17 03:21:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 116/350]   Total time:      0:12:01   (0.432 s / it)
[11-17 03:21:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 116/350]   Total time:      0:12:01   (0.432 s / it)
[11-17 03:21:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 116/350]   Total time:      0:12:01   (0.432 s / it)
[11-17 03:21:31] (/home/user/VAR/train.py , line 276)=>      [ep116]  (training )  Lm: 5.934 (5.934), Lt: 5.308 (5.308),  Acc m&t: 4.10 6.25,  Remain: 1 day, 21:01:58,  Finish: 2024-11-18 08:23
[11-17 03:21:31] (/home/user/VAR/train.py , line 276)=>      [ep116]  (training )  Lm: 5.934 (5.934), Lt: 5.308 (5.308),  Acc m&t: 4.10 6.25,  Remain: 1 day, 21:01:34,  Finish: 2024-11-18 08:23
[11-17 03:21:31] (/home/user/VAR/train.py , line 276)=>      [ep116]  (training )  Lm: 5.934 (5.934), Lt: 5.308 (5.308),  Acc m&t: 4.10 6.25,  Remain: 1 day, 21:02:00,  Finish: 2024-11-18 08:23
[11-17 03:21:31] (/home/user/VAR/train.py , line 276)=>      [ep116]  (training )  Lm: 5.934 (5.934), Lt: 5.308 (5.308),  Acc m&t: 4.10 6.25,  Remain: 1 day, 21:01:59,  Finish: 2024-11-18 08:23
[11-17 03:21:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [   0/1669]  eta: 0:10:13  tlr: 0.00011  tnm: 0.37  Lm: 5.899 (5.899)  Lt: 5.270 (5.270)  Accm: 4.06 (4.06)  Acct: 5.91 (5.91)  time: 0.3678  data: 0.0003
[11-17 03:21:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [   0/1669]  eta: 0:10:11  tlr: 0.00011  tnm: 0.37  Lm: 5.927 (5.927)  Lt: 5.299 (5.299)  Accm: 4.03 (4.03)  Acct: 5.99 (5.99)  time: 0.3663  data: 0.0003
[11-17 03:21:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [   0/1669]  eta: 0:10:11  tlr: 0.00011  tnm: 0.37  Lm: 5.956 (5.956)  Lt: 5.339 (5.339)  Accm: 3.87 (3.87)  Acct: 5.94 (5.94)  time: 0.3663  data: 0.0003
[11-17 03:21:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [   0/1669]  eta: 0:10:14  tlr: 0.00011  tnm: 0.37  Lm: 5.886 (5.886)  Lt: 5.215 (5.215)  Accm: 4.74 (4.74)  Acct: 7.44 (7.44)  time: 0.3679  data: 0.0004
[11-17 03:24:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [ 417/1669]  eta: 0:08:36  tlr: 0.00011  tnm: 0.36  Lm: 5.932 (5.932)  Lt: 5.280 (5.280)  Accm: 4.30 (4.30)  Acct: 6.83 (6.83)  time: 0.4087  data: 0.0002
[11-17 03:24:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [ 417/1669]  eta: 0:08:36  tlr: 0.00011  tnm: 0.36  Lm: 5.910 (5.910)  Lt: 5.300 (5.300)  Accm: 4.05 (4.05)  Acct: 6.16 (6.16)  time: 0.4088  data: 0.0002
[11-17 03:24:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [ 417/1669]  eta: 0:08:36  tlr: 0.00011  tnm: 0.36  Lm: 5.922 (5.922)  Lt: 5.305 (5.305)  Accm: 4.13 (4.13)  Acct: 6.32 (6.32)  time: 0.4087  data: 0.0002
[11-17 03:24:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [ 417/1669]  eta: 0:08:36  tlr: 0.00011  tnm: 0.36  Lm: 5.968 (5.968)  Lt: 5.348 (5.348)  Accm: 3.82 (3.82)  Acct: 5.72 (5.72)  time: 0.4087  data: 0.0002
[11-17 03:27:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [ 834/1669]  eta: 0:05:51  tlr: 0.00011  tnm: 0.42  Lm: 5.942 (5.959)  Lt: 5.305 (5.334)  Accm: 3.99 (3.88)  Acct: 5.91 (5.80)  time: 0.4095  data: 0.0002
[11-17 03:27:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [ 834/1669]  eta: 0:05:51  tlr: 0.00011  tnm: 0.42  Lm: 5.956 (5.957)  Lt: 5.339 (5.344)  Accm: 3.90 (4.05)  Acct: 5.94 (6.14)  time: 0.4095  data: 0.0002
[11-17 03:27:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [ 834/1669]  eta: 0:05:51  tlr: 0.00011  tnm: 0.42  Lm: 5.886 (5.889)  Lt: 5.215 (5.237)  Accm: 4.52 (4.37)  Acct: 7.09 (6.92)  time: 0.4095  data: 0.0002
[11-17 03:27:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [ 834/1669]  eta: 0:05:51  tlr: 0.00011  tnm: 0.42  Lm: 5.927 (5.924)  Lt: 5.302 (5.325)  Accm: 4.03 (4.00)  Acct: 5.99 (6.04)  time: 0.4095  data: 0.0002
[11-17 03:30:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.34  Lm: 5.940 (5.947)  Lt: 5.327 (5.332)  Accm: 3.97 (3.86)  Acct: 5.90 (5.84)  time: 0.4045  data: 0.0002
[11-17 03:30:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.34  Lm: 5.885 (5.888)  Lt: 5.240 (5.244)  Accm: 4.41 (4.35)  Acct: 6.71 (6.77)  time: 0.4045  data: 0.0002
[11-17 03:30:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.34  Lm: 5.992 (5.984)  Lt: 5.381 (5.383)  Accm: 3.88 (3.93)  Acct: 5.86 (5.92)  time: 0.4045  data: 0.0002
[11-17 03:30:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.34  Lm: 5.921 (5.932)  Lt: 5.288 (5.299)  Accm: 4.03 (3.98)  Acct: 5.93 (5.92)  time: 0.4045  data: 0.0002
[11-17 03:33:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.899 (5.923)  Lt: 5.270 (5.290)  Accm: 4.06 (4.06)  Acct: 5.96 (6.13)  time: 0.4042  data: 0.0018
[11-17 03:33:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 117/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 03:33:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.956 (5.962)  Lt: 5.339 (5.356)  Accm: 3.90 (4.10)  Acct: 5.94 (6.25)  time: 0.4042  data: 0.0017
[11-17 03:33:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.886 (5.910)  Lt: 5.265 (5.268)  Accm: 4.30 (4.29)  Acct: 6.32 (6.63)  time: 0.4042  data: 0.0016
[11-17 03:33:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 117/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.927 (5.930)  Lt: 5.302 (5.310)  Accm: 4.03 (3.94)  Acct: 5.99 (6.01)  time: 0.4042  data: 0.0020
[11-17 03:33:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 117/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 03:33:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 117/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 03:33:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 117/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 03:33:21] (/home/user/VAR/train.py , line 276)=>      [ep117]  (training )  Lm: 5.934 (5.943), Lt: 5.308 (5.318),  Acc m&t: 4.10 6.25,  Remain: 1 day, 20:24:29,  Finish: 2024-11-18 07:57
[11-17 03:33:21] (/home/user/VAR/train.py , line 276)=>      [ep117]  (training )  Lm: 5.934 (5.943), Lt: 5.308 (5.318),  Acc m&t: 4.10 6.25,  Remain: 1 day, 20:24:54,  Finish: 2024-11-18 07:58
[11-17 03:33:21] (/home/user/VAR/train.py , line 276)=>      [ep117]  (training )  Lm: 5.934 (5.943), Lt: 5.308 (5.318),  Acc m&t: 4.10 6.25,  Remain: 1 day, 20:25:15,  Finish: 2024-11-18 07:58
[11-17 03:33:21] (/home/user/VAR/train.py , line 276)=>      [ep117]  (training )  Lm: 5.934 (5.943), Lt: 5.308 (5.318),  Acc m&t: 4.10 6.25,  Remain: 1 day, 20:23:07,  Finish: 2024-11-18 07:56
[11-17 03:33:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [   0/1669]  eta: 0:10:06  tlr: 0.00011  tnm: 0.37  Lm: 5.873 (5.873)  Lt: 5.267 (5.267)  Accm: 4.47 (4.47)  Acct: 6.42 (6.42)  time: 0.3631  data: 0.0003
[11-17 03:33:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [   0/1669]  eta: 0:10:06  tlr: 0.00011  tnm: 0.37  Lm: 5.937 (5.937)  Lt: 5.313 (5.313)  Accm: 3.94 (3.94)  Acct: 5.89 (5.89)  time: 0.3634  data: 0.0004
[11-17 03:33:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [   0/1669]  eta: 0:10:06  tlr: 0.00011  tnm: 0.37  Lm: 5.937 (5.937)  Lt: 5.300 (5.300)  Accm: 4.13 (4.13)  Acct: 6.46 (6.46)  time: 0.3637  data: 0.0004
[11-17 03:33:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [   0/1669]  eta: 0:10:06  tlr: 0.00011  tnm: 0.37  Lm: 5.953 (5.953)  Lt: 5.345 (5.345)  Accm: 4.36 (4.36)  Acct: 6.87 (6.87)  time: 0.3637  data: 0.0003
[11-17 03:36:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [ 417/1669]  eta: 0:08:51  tlr: 0.00011  tnm: 0.35  Lm: 5.993 (5.993)  Lt: 5.380 (5.380)  Accm: 4.00 (4.00)  Acct: 6.26 (6.26)  time: 0.4565  data: 0.0002
[11-17 03:36:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [ 417/1669]  eta: 0:08:51  tlr: 0.00011  tnm: 0.35  Lm: 5.945 (5.945)  Lt: 5.323 (5.323)  Accm: 4.14 (4.14)  Acct: 6.34 (6.34)  time: 0.4565  data: 0.0002
[11-17 03:36:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [ 417/1669]  eta: 0:08:51  tlr: 0.00011  tnm: 0.35  Lm: 5.957 (5.957)  Lt: 5.342 (5.342)  Accm: 3.94 (3.94)  Acct: 5.91 (5.91)  time: 0.4565  data: 0.0002
[11-17 03:36:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [ 417/1669]  eta: 0:08:51  tlr: 0.00011  tnm: 0.35  Lm: 5.937 (5.937)  Lt: 5.298 (5.298)  Accm: 4.19 (4.19)  Acct: 6.26 (6.26)  time: 0.4565  data: 0.0002
[11-17 03:39:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00011  tnm: 0.33  Lm: 5.936 (5.937)  Lt: 5.328 (5.310)  Accm: 3.92 (4.09)  Acct: 6.10 (6.09)  time: 0.4124  data: 0.0002
[11-17 03:39:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00011  tnm: 0.33  Lm: 5.953 (5.956)  Lt: 5.345 (5.355)  Accm: 4.33 (4.11)  Acct: 6.63 (6.38)  time: 0.4124  data: 0.0002
[11-17 03:39:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00011  tnm: 0.33  Lm: 5.937 (5.925)  Lt: 5.313 (5.300)  Accm: 3.94 (4.10)  Acct: 5.94 (6.20)  time: 0.4124  data: 0.0003
[11-17 03:39:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.00011  tnm: 0.33  Lm: 5.952 (5.974)  Lt: 5.346 (5.357)  Accm: 4.13 (4.04)  Acct: 6.23 (6.16)  time: 0.4124  data: 0.0002
[11-17 03:42:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00011  tnm: 0.37  Lm: 5.947 (5.966)  Lt: 5.332 (5.347)  Accm: 4.14 (4.12)  Acct: 6.34 (6.26)  time: 0.4101  data: 0.0003
[11-17 03:42:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00011  tnm: 0.37  Lm: 5.957 (5.939)  Lt: 5.331 (5.312)  Accm: 4.04 (4.11)  Acct: 6.22 (6.27)  time: 0.4101  data: 0.0002
[11-17 03:42:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00011  tnm: 0.37  Lm: 5.947 (5.952)  Lt: 5.341 (5.350)  Accm: 4.02 (4.01)  Acct: 6.22 (6.24)  time: 0.4101  data: 0.0002
[11-17 03:42:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [1251/1669]  eta: 0:02:56  tlr: 0.00011  tnm: 0.37  Lm: 5.968 (5.964)  Lt: 5.332 (5.341)  Accm: 3.91 (3.98)  Acct: 5.92 (6.00)  time: 0.4101  data: 0.0003
[11-17 03:45:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.35  Lm: 5.936 (5.945)  Lt: 5.328 (5.318)  Accm: 3.92 (4.02)  Acct: 6.10 (6.08)  time: 0.4115  data: 0.0022
[11-17 03:45:09] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 118/350]   Total time:      0:11:48   (0.424 s / it)
[11-17 03:45:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.35  Lm: 5.952 (5.976)  Lt: 5.346 (5.355)  Accm: 4.13 (4.08)  Acct: 6.23 (6.23)  time: 0.4116  data: 0.0017
[11-17 03:45:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.35  Lm: 5.941 (5.935)  Lt: 5.336 (5.334)  Accm: 4.33 (4.08)  Acct: 6.35 (6.26)  time: 0.4116  data: 0.0015
[11-17 03:45:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 118/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.35  Lm: 5.937 (5.937)  Lt: 5.313 (5.302)  Accm: 4.12 (4.11)  Acct: 6.49 (6.35)  time: 0.4116  data: 0.0020
[11-17 03:45:09] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 118/350]   Total time:      0:11:48   (0.424 s / it)
[11-17 03:45:09] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 118/350]   Total time:      0:11:48   (0.424 s / it)
[11-17 03:45:09] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 118/350]   Total time:      0:11:48   (0.424 s / it)
[11-17 03:45:09] (/home/user/VAR/train.py , line 276)=>      [ep118]  (training )  Lm: 5.933 (5.933), Lt: 5.305 (5.305),  Acc m&t: 4.13 6.28,  Remain: 1 day, 20:44:50,  Finish: 2024-11-18 08:29
[11-17 03:45:09] (/home/user/VAR/train.py , line 276)=>      [ep118]  (training )  Lm: 5.933 (5.933), Lt: 5.305 (5.305),  Acc m&t: 4.13 6.28,  Remain: 1 day, 20:46:27,  Finish: 2024-11-18 08:31
[11-17 03:45:09] (/home/user/VAR/train.py , line 276)=>      [ep118]  (training )  Lm: 5.933 (5.933), Lt: 5.305 (5.305),  Acc m&t: 4.13 6.28,  Remain: 1 day, 20:44:54,  Finish: 2024-11-18 08:30
[11-17 03:45:09] (/home/user/VAR/train.py , line 276)=>      [ep118]  (training )  Lm: 5.933 (5.933), Lt: 5.305 (5.305),  Acc m&t: 4.13 6.28,  Remain: 1 day, 20:46:18,  Finish: 2024-11-18 08:31
[11-17 03:45:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [   0/1669]  eta: 0:10:29  tlr: 0.00011  tnm: 0.37  Lm: 5.952 (5.952)  Lt: 5.262 (5.262)  Accm: 4.16 (4.16)  Acct: 6.63 (6.63)  time: 0.3771  data: 0.0003
[11-17 03:45:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [   0/1669]  eta: 0:10:31  tlr: 0.00011  tnm: 0.37  Lm: 5.870 (5.870)  Lt: 5.218 (5.218)  Accm: 4.47 (4.47)  Acct: 7.08 (7.08)  time: 0.3786  data: 0.0004
[11-17 03:45:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [   0/1669]  eta: 0:10:33  tlr: 0.00011  tnm: 0.37  Lm: 5.813 (5.813)  Lt: 5.155 (5.155)  Accm: 4.83 (4.83)  Acct: 7.40 (7.40)  time: 0.3794  data: 0.0003
[11-17 03:45:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [   0/1669]  eta: 0:10:29  tlr: 0.00011  tnm: 0.37  Lm: 5.942 (5.942)  Lt: 5.331 (5.331)  Accm: 3.88 (3.88)  Acct: 5.92 (5.92)  time: 0.3772  data: 0.0004
[11-17 03:48:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [ 417/1669]  eta: 0:09:24  tlr: 0.00011  tnm: 0.37  Lm: 5.990 (5.990)  Lt: 5.355 (5.355)  Accm: 3.77 (3.77)  Acct: 5.90 (5.90)  time: 0.4082  data: 0.0002
[11-17 03:48:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [ 417/1669]  eta: 0:09:24  tlr: 0.00011  tnm: 0.37  Lm: 5.823 (5.823)  Lt: 5.186 (5.186)  Accm: 4.65 (4.65)  Acct: 6.95 (6.95)  time: 0.4082  data: 0.0002
[11-17 03:48:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [ 417/1669]  eta: 0:09:24  tlr: 0.00011  tnm: 0.37  Lm: 5.998 (5.998)  Lt: 5.362 (5.362)  Accm: 3.74 (3.74)  Acct: 5.85 (5.85)  time: 0.4082  data: 0.0002
[11-17 03:48:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [ 417/1669]  eta: 0:09:24  tlr: 0.00011  tnm: 0.37  Lm: 5.885 (5.885)  Lt: 5.213 (5.213)  Accm: 4.36 (4.36)  Acct: 7.00 (7.00)  time: 0.4082  data: 0.0002
[11-17 03:51:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [ 834/1669]  eta: 0:06:07  tlr: 0.00011  tnm: 0.37  Lm: 5.846 (5.872)  Lt: 5.205 (5.210)  Accm: 4.28 (4.33)  Acct: 6.82 (6.94)  time: 0.4085  data: 0.0002
[11-17 03:51:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [ 834/1669]  eta: 0:06:07  tlr: 0.00011  tnm: 0.37  Lm: 5.832 (5.865)  Lt: 5.218 (5.241)  Accm: 4.47 (4.36)  Acct: 6.49 (6.49)  time: 0.4085  data: 0.0003
[11-17 03:51:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [ 834/1669]  eta: 0:06:07  tlr: 0.00011  tnm: 0.37  Lm: 5.927 (5.974)  Lt: 5.321 (5.348)  Accm: 4.26 (3.92)  Acct: 6.61 (6.10)  time: 0.4085  data: 0.0002
[11-17 03:51:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [ 834/1669]  eta: 0:06:07  tlr: 0.00011  tnm: 0.37  Lm: 5.942 (5.944)  Lt: 5.331 (5.313)  Accm: 3.88 (4.11)  Acct: 5.92 (6.45)  time: 0.4084  data: 0.0002
[11-17 03:54:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00011  tnm: 0.37  Lm: 5.990 (5.969)  Lt: 5.355 (5.343)  Accm: 3.77 (3.94)  Acct: 5.90 (6.14)  time: 0.4068  data: 0.0002
[11-17 03:54:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00011  tnm: 0.37  Lm: 6.023 (6.010)  Lt: 5.413 (5.394)  Accm: 3.83 (3.79)  Acct: 5.88 (5.86)  time: 0.4068  data: 0.0002
[11-17 03:54:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00011  tnm: 0.37  Lm: 5.890 (5.895)  Lt: 5.284 (5.272)  Accm: 4.21 (4.26)  Acct: 6.22 (6.35)  time: 0.4068  data: 0.0003
[11-17 03:54:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [1251/1669]  eta: 0:03:00  tlr: 0.00011  tnm: 0.37  Lm: 5.879 (5.882)  Lt: 5.233 (5.230)  Accm: 4.22 (4.25)  Acct: 6.72 (6.68)  time: 0.4068  data: 0.0002
[11-17 03:57:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.39  Lm: 5.912 (5.896)  Lt: 5.262 (5.246)  Accm: 4.16 (4.21)  Acct: 6.63 (6.52)  time: 0.4524  data: 0.0014
[11-17 03:57:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 119/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 03:57:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.39  Lm: 6.004 (6.009)  Lt: 5.387 (5.393)  Accm: 3.52 (3.73)  Acct: 5.44 (5.78)  time: 0.4524  data: 0.0015
[11-17 03:57:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.39  Lm: 5.949 (5.912)  Lt: 5.341 (5.286)  Accm: 4.07 (4.22)  Acct: 6.13 (6.31)  time: 0.4524  data: 0.0017
[11-17 03:57:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 119/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.39  Lm: 6.006 (5.976)  Lt: 5.379 (5.352)  Accm: 3.88 (3.97)  Acct: 5.92 (6.15)  time: 0.4524  data: 0.0018
[11-17 03:57:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 119/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 03:57:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 119/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 03:57:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 119/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 03:59:13] (home/user/VAR/trainer.py, line 113)=> FID: 7.638979542147183
[11-17 03:59:14] (/home/user/VAR/train.py , line 259)=>  [*] [ep119]  (val 50000)  Lm: 5.9205, Lt: 5.2941, Acc m&t: 4.15 6.30,  Val cost: 125.04s
[11-17 03:59:14] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-17 03:59:31] (/home/user/VAR/train.py , line 276)=>      [ep119]  (training )  Lm: 5.920 (5.920), Lt: 5.294 (5.294),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:44:41,  Finish: 2024-11-18 07:41
[11-17 03:59:31] (/home/user/VAR/train.py , line 276)=>      [ep119]  (training )  Lm: 5.920 (5.920), Lt: 5.294 (5.294),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:43:53,  Finish: 2024-11-18 07:41
[11-17 03:59:31] (/home/user/VAR/train.py , line 276)=>      [ep119]  (training )  Lm: 5.920 (5.920), Lt: 5.294 (5.294),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:43:53,  Finish: 2024-11-18 07:41
[11-17 03:59:31] (/home/user/VAR/train.py , line 276)=>      [ep119]  (training )  Lm: 5.920 (5.920), Lt: 5.294 (5.294),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:43:55,  Finish: 2024-11-18 07:41
[11-17 03:59:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [   0/1669]  eta: 0:10:37  tlr: 0.00011  tnm: 0.35  Lm: 5.826 (5.826)  Lt: 5.202 (5.202)  Accm: 4.25 (4.25)  Acct: 6.59 (6.59)  time: 0.3819  data: 0.0004
[11-17 03:59:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [   0/1669]  eta: 0:10:37  tlr: 0.00011  tnm: 0.35  Lm: 5.984 (5.984)  Lt: 5.354 (5.354)  Accm: 3.74 (3.74)  Acct: 6.15 (6.15)  time: 0.3817  data: 0.0004
[11-17 03:59:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [   0/1669]  eta: 0:10:38  tlr: 0.00011  tnm: 0.35  Lm: 5.949 (5.949)  Lt: 5.309 (5.309)  Accm: 4.06 (4.06)  Acct: 6.35 (6.35)  time: 0.3828  data: 0.0003
[11-17 03:59:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [   0/1669]  eta: 0:11:04  tlr: 0.00011  tnm: 0.35  Lm: 5.967 (5.967)  Lt: 5.368 (5.368)  Accm: 3.92 (3.92)  Acct: 6.03 (6.03)  time: 0.3981  data: 0.0003
[11-17 04:02:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [ 417/1669]  eta: 0:09:03  tlr: 0.00011  tnm: 0.37  Lm: 5.869 (5.869)  Lt: 5.269 (5.269)  Accm: 4.20 (4.20)  Acct: 6.35 (6.35)  time: 0.4110  data: 0.0002
[11-17 04:02:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [ 417/1669]  eta: 0:09:03  tlr: 0.00011  tnm: 0.37  Lm: 5.994 (5.994)  Lt: 5.368 (5.368)  Accm: 3.81 (3.81)  Acct: 5.95 (5.95)  time: 0.4110  data: 0.0002
[11-17 04:02:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [ 417/1669]  eta: 0:09:03  tlr: 0.00011  tnm: 0.37  Lm: 5.976 (5.976)  Lt: 5.343 (5.343)  Accm: 4.06 (4.06)  Acct: 6.31 (6.31)  time: 0.4110  data: 0.0003
[11-17 04:02:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [ 417/1669]  eta: 0:09:03  tlr: 0.00011  tnm: 0.37  Lm: 5.972 (5.972)  Lt: 5.358 (5.358)  Accm: 4.01 (4.01)  Acct: 6.18 (6.18)  time: 0.4110  data: 0.0002
[11-17 04:05:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [ 834/1669]  eta: 0:06:00  tlr: 0.00011  tnm: 0.37  Lm: 5.978 (6.005)  Lt: 5.368 (5.396)  Accm: 3.92 (3.80)  Acct: 6.03 (5.93)  time: 0.4094  data: 0.0002
[11-17 04:05:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [ 834/1669]  eta: 0:06:00  tlr: 0.00011  tnm: 0.37  Lm: 5.984 (5.962)  Lt: 5.354 (5.342)  Accm: 3.88 (3.90)  Acct: 5.91 (5.93)  time: 0.4094  data: 0.0002
[11-17 04:05:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [ 834/1669]  eta: 0:06:00  tlr: 0.00011  tnm: 0.37  Lm: 5.911 (5.936)  Lt: 5.336 (5.340)  Accm: 4.15 (3.97)  Acct: 6.11 (5.98)  time: 0.4094  data: 0.0002
[11-17 04:05:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [ 834/1669]  eta: 0:06:00  tlr: 0.00011  tnm: 0.37  Lm: 5.949 (5.941)  Lt: 5.309 (5.310)  Accm: 4.07 (4.11)  Acct: 6.27 (6.27)  time: 0.4094  data: 0.0002
[11-17 04:08:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00011  tnm: 0.38  Lm: 5.976 (5.969)  Lt: 5.343 (5.345)  Accm: 4.06 (3.97)  Acct: 6.22 (6.01)  time: 0.4081  data: 0.0003
[11-17 04:08:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00011  tnm: 0.38  Lm: 5.994 (6.006)  Lt: 5.371 (5.391)  Accm: 3.81 (3.78)  Acct: 5.89 (5.88)  time: 0.4082  data: 0.0002
[11-17 04:08:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00011  tnm: 0.38  Lm: 5.942 (5.945)  Lt: 5.347 (5.345)  Accm: 3.99 (3.94)  Acct: 5.92 (5.92)  time: 0.4082  data: 0.0002
[11-17 04:08:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00011  tnm: 0.38  Lm: 5.941 (5.939)  Lt: 5.323 (5.300)  Accm: 3.96 (3.94)  Acct: 6.03 (6.10)  time: 0.4081  data: 0.0002
[11-17 04:11:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.41  Lm: 5.899 (5.913)  Lt: 5.292 (5.276)  Accm: 4.04 (4.11)  Acct: 6.15 (6.32)  time: 0.4112  data: 0.0018
[11-17 04:11:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 120/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 04:11:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.41  Lm: 5.972 (5.953)  Lt: 5.358 (5.355)  Accm: 3.93 (3.94)  Acct: 5.73 (5.86)  time: 0.4112  data: 0.0015
[11-17 04:11:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.41  Lm: 5.949 (5.956)  Lt: 5.309 (5.320)  Accm: 4.07 (4.02)  Acct: 6.27 (6.15)  time: 0.4113  data: 0.0016
[11-17 04:11:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 120/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.41  Lm: 5.978 (5.970)  Lt: 5.368 (5.344)  Accm: 3.92 (3.96)  Acct: 6.03 (6.21)  time: 0.4112  data: 0.0013
[11-17 04:11:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 120/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 04:11:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 120/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 04:11:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 120/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 04:11:29] (/home/user/VAR/train.py , line 276)=>      [ep120]  (training )  Lm: 5.919 (5.919), Lt: 5.290 (5.290),  Acc m&t: 4.15 6.30,  Remain: 1 day, 20:17:04,  Finish: 2024-11-18 08:28
[11-17 04:11:29] (/home/user/VAR/train.py , line 276)=>      [ep120]  (training )  Lm: 5.919 (5.919), Lt: 5.290 (5.290),  Acc m&t: 4.15 6.30,  Remain: 1 day, 20:15:34,  Finish: 2024-11-18 08:27
[11-17 04:11:29] (/home/user/VAR/train.py , line 276)=>      [ep120]  (training )  Lm: 5.919 (5.919), Lt: 5.290 (5.290),  Acc m&t: 4.15 6.30,  Remain: 1 day, 20:17:42,  Finish: 2024-11-18 08:29
[11-17 04:11:29] (/home/user/VAR/train.py , line 276)=>      [ep120]  (training )  Lm: 5.919 (5.919), Lt: 5.290 (5.290),  Acc m&t: 4.15 6.30,  Remain: 1 day, 20:17:00,  Finish: 2024-11-18 08:28
[11-17 04:11:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [   0/1669]  eta: 0:09:47  tlr: 0.00011  tnm: 0.38  Lm: 5.892 (5.892)  Lt: 5.299 (5.299)  Accm: 4.19 (4.19)  Acct: 5.99 (5.99)  time: 0.3523  data: 0.0004
[11-17 04:11:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [   0/1669]  eta: 0:09:47  tlr: 0.00011  tnm: 0.38  Lm: 5.842 (5.842)  Lt: 5.219 (5.219)  Accm: 4.61 (4.61)  Acct: 7.01 (7.01)  time: 0.3522  data: 0.0004
[11-17 04:11:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [   0/1669]  eta: 0:09:43  tlr: 0.00011  tnm: 0.38  Lm: 5.726 (5.726)  Lt: 5.060 (5.060)  Accm: 5.18 (5.18)  Acct: 7.97 (7.97)  time: 0.3499  data: 0.0003
[11-17 04:11:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [   0/1669]  eta: 0:10:19  tlr: 0.00011  tnm: 0.38  Lm: 5.935 (5.935)  Lt: 5.296 (5.296)  Accm: 4.18 (4.18)  Acct: 6.51 (6.51)  time: 0.3715  data: 0.0004
[11-17 04:14:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [ 417/1669]  eta: 0:08:42  tlr: 0.00011  tnm: 0.35  Lm: 5.923 (5.923)  Lt: 5.303 (5.303)  Accm: 4.21 (4.21)  Acct: 6.39 (6.39)  time: 0.4951  data: 0.0003
[11-17 04:14:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [ 417/1669]  eta: 0:08:42  tlr: 0.00011  tnm: 0.35  Lm: 5.883 (5.883)  Lt: 5.272 (5.272)  Accm: 4.14 (4.14)  Acct: 6.15 (6.15)  time: 0.4951  data: 0.0002
[11-17 04:14:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [ 417/1669]  eta: 0:08:42  tlr: 0.00011  tnm: 0.35  Lm: 5.868 (5.868)  Lt: 5.243 (5.243)  Accm: 4.43 (4.43)  Acct: 6.71 (6.71)  time: 0.4951  data: 0.0002
[11-17 04:14:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [ 417/1669]  eta: 0:08:42  tlr: 0.00011  tnm: 0.35  Lm: 5.858 (5.858)  Lt: 5.207 (5.207)  Accm: 4.43 (4.43)  Acct: 6.94 (6.94)  time: 0.4951  data: 0.0002
[11-17 04:17:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00011  tnm: 0.45  Lm: 5.874 (5.902)  Lt: 5.219 (5.267)  Accm: 4.25 (4.14)  Acct: 6.87 (6.48)  time: 0.4048  data: 0.0002
[11-17 04:17:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00011  tnm: 0.45  Lm: 5.892 (5.936)  Lt: 5.299 (5.324)  Accm: 4.10 (4.00)  Acct: 6.06 (6.12)  time: 0.4048  data: 0.0002
[11-17 04:17:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00011  tnm: 0.45  Lm: 5.806 (5.847)  Lt: 5.138 (5.208)  Accm: 4.83 (4.56)  Acct: 7.37 (6.93)  time: 0.4048  data: 0.0003
[11-17 04:17:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.00011  tnm: 0.45  Lm: 5.912 (5.907)  Lt: 5.296 (5.271)  Accm: 4.18 (4.18)  Acct: 6.35 (6.38)  time: 0.4048  data: 0.0002
[11-17 04:20:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00011  tnm: 0.35  Lm: 5.923 (5.918)  Lt: 5.301 (5.280)  Accm: 4.14 (4.14)  Acct: 6.31 (6.28)  time: 0.4124  data: 0.0002
[11-17 04:20:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00011  tnm: 0.35  Lm: 5.892 (5.904)  Lt: 5.241 (5.266)  Accm: 4.23 (4.16)  Acct: 6.62 (6.45)  time: 0.4124  data: 0.0002
[11-17 04:20:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00011  tnm: 0.35  Lm: 5.925 (5.942)  Lt: 5.315 (5.326)  Accm: 4.03 (3.99)  Acct: 6.07 (6.11)  time: 0.4124  data: 0.0002
[11-17 04:20:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [1251/1669]  eta: 0:02:59  tlr: 0.00011  tnm: 0.35  Lm: 5.908 (5.892)  Lt: 5.282 (5.268)  Accm: 4.25 (4.31)  Acct: 6.42 (6.57)  time: 0.4124  data: 0.0002
[11-17 04:23:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.945 (5.903)  Lt: 5.260 (5.267)  Accm: 3.98 (4.24)  Acct: 6.22 (6.50)  time: 0.4565  data: 0.0020
[11-17 04:23:28] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 121/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 04:23:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.906 (5.935)  Lt: 5.317 (5.324)  Accm: 4.10 (4.10)  Acct: 6.08 (6.26)  time: 0.4565  data: 0.0015
[11-17 04:23:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.910 (5.919)  Lt: 5.263 (5.288)  Accm: 4.21 (4.09)  Acct: 6.37 (6.34)  time: 0.4565  data: 0.0016
[11-17 04:23:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 121/350]  [1668/1669]  eta: 0:00:00  tlr: 0.00011  tnm: 0.37  Lm: 5.912 (5.902)  Lt: 5.296 (5.264)  Accm: 4.14 (4.14)  Acct: 6.27 (6.24)  time: 0.4565  data: 0.0015
[11-17 04:23:28] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 121/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 04:23:28] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 121/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 04:23:28] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 121/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 04:23:28] (/home/user/VAR/train.py , line 276)=>      [ep121]  (training )  Lm: 5.919 (5.926), Lt: 5.290 (5.298),  Acc m&t: 4.15 6.30,  Remain: 1 day, 20:11:36,  Finish: 2024-11-18 08:35
[11-17 04:23:28] (/home/user/VAR/train.py , line 276)=>      [ep121]  (training )  Lm: 5.919 (5.926), Lt: 5.290 (5.298),  Acc m&t: 4.15 6.30,  Remain: 1 day, 20:11:10,  Finish: 2024-11-18 08:34
[11-17 04:23:28] (/home/user/VAR/train.py , line 276)=>      [ep121]  (training )  Lm: 5.919 (5.926), Lt: 5.290 (5.298),  Acc m&t: 4.15 6.30,  Remain: 1 day, 20:10:49,  Finish: 2024-11-18 08:34
[11-17 04:23:28] (/home/user/VAR/train.py , line 276)=>      [ep121]  (training )  Lm: 5.919 (5.926), Lt: 5.290 (5.298),  Acc m&t: 4.15 6.30,  Remain: 1 day, 20:11:13,  Finish: 2024-11-18 08:34
[11-17 04:23:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [   0/1669]  eta: 0:10:12  tlr: 0.00011  tnm: 0.39  Lm: 5.807 (5.807)  Lt: 5.139 (5.139)  Accm: 4.81 (4.81)  Acct: 7.37 (7.37)  time: 0.3667  data: 0.0004
[11-17 04:23:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [   0/1669]  eta: 0:10:10  tlr: 0.00011  tnm: 0.39  Lm: 6.014 (6.014)  Lt: 5.413 (5.413)  Accm: 3.51 (3.51)  Acct: 5.27 (5.27)  time: 0.3660  data: 0.0004
[11-17 04:23:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [   0/1669]  eta: 0:10:13  tlr: 0.00011  tnm: 0.39  Lm: 5.922 (5.922)  Lt: 5.266 (5.266)  Accm: 4.20 (4.20)  Acct: 6.18 (6.18)  time: 0.3675  data: 0.0004
[11-17 04:23:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [   0/1669]  eta: 0:10:12  tlr: 0.00011  tnm: 0.39  Lm: 5.953 (5.953)  Lt: 5.347 (5.347)  Accm: 4.12 (4.12)  Acct: 6.15 (6.15)  time: 0.3668  data: 0.0004
[11-17 04:26:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00011  tnm: 0.39  Lm: 5.930 (5.930)  Lt: 5.323 (5.323)  Accm: 4.17 (4.17)  Acct: 6.26 (6.26)  time: 0.4543  data: 0.0002
[11-17 04:26:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00011  tnm: 0.39  Lm: 5.960 (5.960)  Lt: 5.345 (5.345)  Accm: 3.68 (3.68)  Acct: 5.54 (5.54)  time: 0.4543  data: 0.0003
[11-17 04:26:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00011  tnm: 0.39  Lm: 5.928 (5.928)  Lt: 5.286 (5.286)  Accm: 4.17 (4.17)  Acct: 6.22 (6.22)  time: 0.4543  data: 0.0002
[11-17 04:26:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [ 417/1669]  eta: 0:08:43  tlr: 0.00011  tnm: 0.39  Lm: 5.945 (5.945)  Lt: 5.283 (5.283)  Accm: 4.27 (4.27)  Acct: 6.51 (6.51)  time: 0.4543  data: 0.0002
[11-17 04:29:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00011  tnm: 0.36  Lm: 5.905 (5.932)  Lt: 5.272 (5.279)  Accm: 4.40 (4.31)  Acct: 6.47 (6.50)  time: 0.4054  data: 0.0002
[11-17 04:29:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00011  tnm: 0.36  Lm: 5.933 (5.937)  Lt: 5.269 (5.280)  Accm: 4.15 (4.12)  Acct: 6.18 (6.19)  time: 0.4054  data: 0.0002
[11-17 04:29:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00011  tnm: 0.36  Lm: 6.011 (5.977)  Lt: 5.394 (5.361)  Accm: 3.85 (3.76)  Acct: 5.82 (5.76)  time: 0.4054  data: 0.0002
[11-17 04:29:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.00011  tnm: 0.36  Lm: 5.953 (5.941)  Lt: 5.332 (5.326)  Accm: 4.12 (4.15)  Acct: 6.22 (6.24)  time: 0.4054  data: 0.0002
[11-17 04:32:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.38  Lm: 5.930 (5.932)  Lt: 5.316 (5.314)  Accm: 4.12 (4.12)  Acct: 6.18 (6.15)  time: 0.4466  data: 0.0003
[11-17 04:32:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.38  Lm: 5.944 (5.948)  Lt: 5.287 (5.310)  Accm: 4.08 (4.07)  Acct: 6.16 (6.13)  time: 0.4466  data: 0.0002
[11-17 04:32:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.38  Lm: 5.946 (5.945)  Lt: 5.323 (5.303)  Accm: 4.22 (4.24)  Acct: 6.34 (6.42)  time: 0.4466  data: 0.0002
[11-17 04:32:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [1251/1669]  eta: 0:02:57  tlr: 0.00011  tnm: 0.38  Lm: 5.973 (5.966)  Lt: 5.337 (5.341)  Accm: 3.88 (3.86)  Acct: 6.00 (5.91)  time: 0.4466  data: 0.0002
[11-17 04:35:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.37  Lm: 5.962 (5.966)  Lt: 5.383 (5.349)  Accm: 3.85 (3.85)  Acct: 5.82 (5.82)  time: 0.4944  data: 0.0021
[11-17 04:35:18] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 122/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 04:35:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.37  Lm: 5.955 (5.970)  Lt: 5.305 (5.342)  Accm: 4.00 (3.94)  Acct: 6.13 (5.93)  time: 0.4944  data: 0.0019
[11-17 04:35:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.37  Lm: 5.908 (5.919)  Lt: 5.300 (5.296)  Accm: 4.12 (4.10)  Acct: 6.15 (6.10)  time: 0.4944  data: 0.0018
[11-17 04:35:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 122/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.37  Lm: 5.946 (5.946)  Lt: 5.302 (5.303)  Accm: 4.19 (4.23)  Acct: 6.20 (6.38)  time: 0.4944  data: 0.0020
[11-17 04:35:18] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 122/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 04:35:18] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 122/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 04:35:18] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 122/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 04:35:18] (/home/user/VAR/train.py , line 276)=>      [ep122]  (training )  Lm: 5.919 (5.936), Lt: 5.290 (5.308),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:43:38,  Finish: 2024-11-18 08:18
[11-17 04:35:18] (/home/user/VAR/train.py , line 276)=>      [ep122]  (training )  Lm: 5.919 (5.936), Lt: 5.290 (5.308),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:43:10,  Finish: 2024-11-18 08:18
[11-17 04:35:18] (/home/user/VAR/train.py , line 276)=>      [ep122]  (training )  Lm: 5.919 (5.936), Lt: 5.290 (5.308),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:42:32,  Finish: 2024-11-18 08:17
[11-17 04:35:18] (/home/user/VAR/train.py , line 276)=>      [ep122]  (training )  Lm: 5.919 (5.936), Lt: 5.290 (5.308),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:42:18,  Finish: 2024-11-18 08:17
[11-17 04:35:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [   0/1669]  eta: 0:09:58  tlr: 0.0001  tnm: 0.35  Lm: 5.962 (5.962)  Lt: 5.344 (5.344)  Accm: 3.84 (3.84)  Acct: 5.94 (5.94)  time: 0.3586  data: 0.0003
[11-17 04:35:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [   0/1669]  eta: 0:09:59  tlr: 0.0001  tnm: 0.35  Lm: 5.882 (5.882)  Lt: 5.264 (5.264)  Accm: 4.46 (4.46)  Acct: 6.22 (6.22)  time: 0.3590  data: 0.0004
[11-17 04:35:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [   0/1669]  eta: 0:09:59  tlr: 0.0001  tnm: 0.35  Lm: 5.929 (5.929)  Lt: 5.268 (5.268)  Accm: 4.35 (4.35)  Acct: 6.77 (6.77)  time: 0.3594  data: 0.0004
[11-17 04:35:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [   0/1669]  eta: 0:10:03  tlr: 0.0001  tnm: 0.35  Lm: 5.774 (5.774)  Lt: 5.114 (5.114)  Accm: 4.65 (4.65)  Acct: 7.11 (7.11)  time: 0.3613  data: 0.0004
[11-17 04:38:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.0001  tnm: 0.36  Lm: 5.821 (5.821)  Lt: 5.159 (5.159)  Accm: 4.37 (4.37)  Acct: 6.73 (6.73)  time: 0.4047  data: 0.0002
[11-17 04:38:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.0001  tnm: 0.36  Lm: 5.891 (5.891)  Lt: 5.239 (5.239)  Accm: 4.18 (4.18)  Acct: 6.53 (6.53)  time: 0.4047  data: 0.0002
[11-17 04:38:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.0001  tnm: 0.36  Lm: 5.821 (5.821)  Lt: 5.163 (5.163)  Accm: 4.72 (4.72)  Acct: 7.19 (7.19)  time: 0.4047  data: 0.0002
[11-17 04:38:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.0001  tnm: 0.36  Lm: 5.928 (5.928)  Lt: 5.299 (5.299)  Accm: 4.25 (4.25)  Acct: 6.19 (6.19)  time: 0.4047  data: 0.0002
[11-17 04:41:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.0001  tnm: 0.36  Lm: 5.929 (5.928)  Lt: 5.266 (5.288)  Accm: 4.11 (4.21)  Acct: 6.16 (6.11)  time: 0.4098  data: 0.0002
[11-17 04:41:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.0001  tnm: 0.36  Lm: 5.929 (5.897)  Lt: 5.268 (5.271)  Accm: 4.35 (4.31)  Acct: 6.77 (6.56)  time: 0.4098  data: 0.0002
[11-17 04:41:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.0001  tnm: 0.36  Lm: 5.867 (5.880)  Lt: 5.205 (5.240)  Accm: 4.10 (4.16)  Acct: 6.35 (6.46)  time: 0.4098  data: 0.0002
[11-17 04:41:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [ 834/1669]  eta: 0:05:59  tlr: 0.0001  tnm: 0.36  Lm: 5.940 (5.907)  Lt: 5.299 (5.259)  Accm: 4.25 (4.20)  Acct: 6.51 (6.52)  time: 0.4098  data: 0.0002
[11-17 04:44:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.35  Lm: 5.951 (5.941)  Lt: 5.322 (5.291)  Accm: 4.05 (4.10)  Acct: 6.22 (6.37)  time: 0.4535  data: 0.0002
[11-17 04:44:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.35  Lm: 5.954 (5.918)  Lt: 5.302 (5.287)  Accm: 4.13 (4.21)  Acct: 6.52 (6.49)  time: 0.4535  data: 0.0002
[11-17 04:44:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.35  Lm: 5.951 (5.962)  Lt: 5.300 (5.330)  Accm: 4.08 (3.97)  Acct: 6.06 (5.82)  time: 0.4535  data: 0.0002
[11-17 04:44:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.35  Lm: 5.934 (5.925)  Lt: 5.303 (5.295)  Accm: 3.92 (4.04)  Acct: 6.13 (6.31)  time: 0.4535  data: 0.0002
[11-17 04:47:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.36  Lm: 5.930 (5.926)  Lt: 5.303 (5.296)  Accm: 4.10 (4.08)  Acct: 6.22 (6.29)  time: 0.4488  data: 0.0016
[11-17 04:47:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 123/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 04:47:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.36  Lm: 5.929 (5.937)  Lt: 5.266 (5.297)  Accm: 4.11 (4.09)  Acct: 6.16 (6.06)  time: 0.4488  data: 0.0016
[11-17 04:47:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.36  Lm: 5.929 (5.913)  Lt: 5.268 (5.283)  Accm: 4.14 (4.20)  Acct: 6.63 (6.52)  time: 0.4488  data: 0.0019
[11-17 04:47:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 123/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.36  Lm: 5.940 (5.935)  Lt: 5.337 (5.300)  Accm: 4.13 (4.10)  Acct: 6.04 (6.30)  time: 0.4488  data: 0.0014
[11-17 04:47:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 123/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 04:47:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 123/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 04:47:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 123/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 04:47:14] (/home/user/VAR/train.py , line 276)=>      [ep123]  (training )  Lm: 5.919 (5.932), Lt: 5.290 (5.305),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:40:59,  Finish: 2024-11-18 08:28
[11-17 04:47:14] (/home/user/VAR/train.py , line 276)=>      [ep123]  (training )  Lm: 5.919 (5.932), Lt: 5.290 (5.305),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:40:50,  Finish: 2024-11-18 08:28
[11-17 04:47:14] (/home/user/VAR/train.py , line 276)=>      [ep123]  (training )  Lm: 5.919 (5.932), Lt: 5.290 (5.305),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:41:14,  Finish: 2024-11-18 08:28
[11-17 04:47:14] (/home/user/VAR/train.py , line 276)=>      [ep123]  (training )  Lm: 5.919 (5.932), Lt: 5.290 (5.305),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:40:52,  Finish: 2024-11-18 08:28
[11-17 04:47:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [   0/1669]  eta: 0:49:12  tlr: 0.0001  tnm: 0.36  Lm: 5.850 (5.850)  Lt: 5.212 (5.212)  Accm: 4.45 (4.45)  Acct: 6.49 (6.49)  time: 1.7691  data: 0.0004
[11-17 04:47:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [   0/1669]  eta: 0:49:13  tlr: 0.0001  tnm: 0.36  Lm: 6.088 (6.088)  Lt: 5.503 (5.503)  Accm: 3.56 (3.56)  Acct: 5.29 (5.29)  time: 1.7694  data: 0.0003
[11-17 04:47:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [   0/1669]  eta: 0:49:13  tlr: 0.0001  tnm: 0.36  Lm: 5.974 (5.974)  Lt: 5.381 (5.381)  Accm: 3.88 (3.88)  Acct: 6.10 (6.10)  time: 1.7697  data: 0.0003
[11-17 04:47:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [   0/1669]  eta: 0:49:13  tlr: 0.0001  tnm: 0.36  Lm: 5.927 (5.927)  Lt: 5.256 (5.256)  Accm: 4.22 (4.22)  Acct: 6.42 (6.42)  time: 1.7695  data: 0.0004
[11-17 04:50:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [ 417/1669]  eta: 0:09:06  tlr: 0.0001  tnm: 0.41  Lm: 5.899 (5.899)  Lt: 5.241 (5.241)  Accm: 4.41 (4.41)  Acct: 6.81 (6.81)  time: 0.4515  data: 0.0002
[11-17 04:50:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [ 417/1669]  eta: 0:09:06  tlr: 0.0001  tnm: 0.41  Lm: 5.929 (5.929)  Lt: 5.299 (5.299)  Accm: 4.12 (4.12)  Acct: 6.01 (6.01)  time: 0.4515  data: 0.0002
[11-17 04:50:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [ 417/1669]  eta: 0:09:06  tlr: 0.0001  tnm: 0.41  Lm: 6.006 (6.006)  Lt: 5.396 (5.396)  Accm: 3.75 (3.75)  Acct: 5.62 (5.62)  time: 0.4515  data: 0.0002
[11-17 04:50:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [ 417/1669]  eta: 0:09:06  tlr: 0.0001  tnm: 0.41  Lm: 5.966 (5.966)  Lt: 5.359 (5.359)  Accm: 3.95 (3.95)  Acct: 5.97 (5.97)  time: 0.4515  data: 0.0002
[11-17 04:53:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [ 834/1669]  eta: 0:06:02  tlr: 0.0001  tnm: 0.36  Lm: 5.958 (5.926)  Lt: 5.338 (5.322)  Accm: 4.02 (4.12)  Acct: 6.10 (6.16)  time: 0.4056  data: 0.0002
[11-17 04:53:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [ 834/1669]  eta: 0:06:02  tlr: 0.0001  tnm: 0.36  Lm: 5.927 (5.929)  Lt: 5.256 (5.283)  Accm: 4.22 (4.31)  Acct: 6.53 (6.71)  time: 0.4057  data: 0.0003
[11-17 04:53:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [ 834/1669]  eta: 0:06:02  tlr: 0.0001  tnm: 0.36  Lm: 5.930 (5.929)  Lt: 5.278 (5.292)  Accm: 4.08 (4.10)  Acct: 6.49 (6.18)  time: 0.4057  data: 0.0002
[11-17 04:53:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [ 834/1669]  eta: 0:06:02  tlr: 0.0001  tnm: 0.36  Lm: 6.001 (6.005)  Lt: 5.376 (5.389)  Accm: 3.82 (3.77)  Acct: 5.82 (5.69)  time: 0.4057  data: 0.0002
[11-17 04:56:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [1251/1669]  eta: 0:02:59  tlr: 0.0001  tnm: 0.39  Lm: 5.963 (5.984)  Lt: 5.333 (5.361)  Accm: 3.88 (3.84)  Acct: 5.89 (5.90)  time: 0.4037  data: 0.0003
[11-17 04:56:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [1251/1669]  eta: 0:02:59  tlr: 0.0001  tnm: 0.39  Lm: 5.939 (5.935)  Lt: 5.287 (5.291)  Accm: 4.15 (4.19)  Acct: 6.47 (6.53)  time: 0.4037  data: 0.0002
[11-17 04:56:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [1251/1669]  eta: 0:02:59  tlr: 0.0001  tnm: 0.39  Lm: 5.959 (5.934)  Lt: 5.351 (5.333)  Accm: 3.97 (4.07)  Acct: 6.17 (6.18)  time: 0.4037  data: 0.0002
[11-17 04:56:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [1251/1669]  eta: 0:02:59  tlr: 0.0001  tnm: 0.39  Lm: 5.910 (5.920)  Lt: 5.264 (5.282)  Accm: 4.13 (4.12)  Acct: 6.32 (6.17)  time: 0.4037  data: 0.0003
[11-17 04:59:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.40  Lm: 5.930 (5.933)  Lt: 5.278 (5.305)  Accm: 4.08 (4.06)  Acct: 6.15 (6.08)  time: 0.4520  data: 0.0013
[11-17 04:59:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 124/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 04:59:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.40  Lm: 5.925 (5.969)  Lt: 5.289 (5.338)  Accm: 3.94 (3.90)  Acct: 5.96 (5.96)  time: 0.4520  data: 0.0016
[11-17 04:59:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.40  Lm: 5.927 (5.924)  Lt: 5.256 (5.278)  Accm: 4.18 (4.19)  Acct: 6.42 (6.50)  time: 0.4520  data: 0.0014
[11-17 04:59:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 124/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.40  Lm: 5.960 (5.945)  Lt: 5.338 (5.332)  Accm: 4.02 (4.06)  Acct: 6.25 (6.24)  time: 0.4520  data: 0.0027
[11-17 04:59:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 124/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 04:59:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 124/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 04:59:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 124/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 04:59:12] (/home/user/VAR/train.py , line 276)=>      [ep124]  (training )  Lm: 5.919 (5.930), Lt: 5.290 (5.302),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:26:29,  Finish: 2024-11-18 08:25
[11-17 04:59:12] (/home/user/VAR/train.py , line 276)=>      [ep124]  (training )  Lm: 5.919 (5.930), Lt: 5.290 (5.302),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:26:07,  Finish: 2024-11-18 08:25
[11-17 04:59:12] (/home/user/VAR/train.py , line 276)=>      [ep124]  (training )  Lm: 5.919 (5.930), Lt: 5.290 (5.302),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:26:02,  Finish: 2024-11-18 08:25
[11-17 04:59:12] (/home/user/VAR/train.py , line 276)=>      [ep124]  (training )  Lm: 5.919 (5.930), Lt: 5.290 (5.302),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:26:35,  Finish: 2024-11-18 08:25
[11-17 04:59:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [   0/1669]  eta: 0:10:00  tlr: 0.0001  tnm: 0.32  Lm: 6.025 (6.025)  Lt: 5.378 (5.378)  Accm: 3.70 (3.70)  Acct: 5.94 (5.94)  time: 0.3596  data: 0.0004
[11-17 04:59:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [   0/1669]  eta: 0:10:09  tlr: 0.0001  tnm: 0.32  Lm: 5.976 (5.976)  Lt: 5.360 (5.360)  Accm: 3.92 (3.92)  Acct: 6.08 (6.08)  time: 0.3652  data: 0.0004
[11-17 04:59:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [   0/1669]  eta: 0:10:09  tlr: 0.0001  tnm: 0.32  Lm: 5.859 (5.859)  Lt: 5.218 (5.218)  Accm: 4.57 (4.57)  Acct: 6.97 (6.97)  time: 0.3652  data: 0.0004
[11-17 04:59:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [   0/1669]  eta: 0:10:07  tlr: 0.0001  tnm: 0.32  Lm: 6.063 (6.063)  Lt: 5.401 (5.401)  Accm: 3.40 (3.40)  Acct: 5.22 (5.22)  time: 0.3643  data: 0.0003
[11-17 05:02:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [ 417/1669]  eta: 0:08:46  tlr: 0.0001  tnm: 0.36  Lm: 5.949 (5.949)  Lt: 5.316 (5.316)  Accm: 3.79 (3.79)  Acct: 5.70 (5.70)  time: 0.4569  data: 0.0002
[11-17 05:02:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [ 417/1669]  eta: 0:08:46  tlr: 0.0001  tnm: 0.36  Lm: 6.019 (6.019)  Lt: 5.415 (5.415)  Accm: 3.84 (3.84)  Acct: 5.82 (5.82)  time: 0.4569  data: 0.0002
[11-17 05:02:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [ 417/1669]  eta: 0:08:46  tlr: 0.0001  tnm: 0.36  Lm: 5.880 (5.880)  Lt: 5.242 (5.242)  Accm: 4.45 (4.45)  Acct: 7.01 (7.01)  time: 0.4569  data: 0.0002
[11-17 05:02:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [ 417/1669]  eta: 0:08:46  tlr: 0.0001  tnm: 0.36  Lm: 6.005 (6.005)  Lt: 5.368 (5.368)  Accm: 3.86 (3.86)  Acct: 5.93 (5.93)  time: 0.4569  data: 0.0003
[11-17 05:05:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.0001  tnm: 0.36  Lm: 5.985 (5.904)  Lt: 5.358 (5.273)  Accm: 4.03 (4.27)  Acct: 5.94 (6.38)  time: 0.4574  data: 0.0003
[11-17 05:05:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.0001  tnm: 0.36  Lm: 5.976 (5.989)  Lt: 5.360 (5.375)  Accm: 3.92 (3.93)  Acct: 6.08 (6.01)  time: 0.4574  data: 0.0002
[11-17 05:05:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.0001  tnm: 0.36  Lm: 5.934 (5.944)  Lt: 5.294 (5.309)  Accm: 4.08 (3.89)  Acct: 6.18 (5.93)  time: 0.4574  data: 0.0002
[11-17 05:05:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [ 834/1669]  eta: 0:05:55  tlr: 0.0001  tnm: 0.36  Lm: 5.894 (5.885)  Lt: 5.267 (5.251)  Accm: 4.49 (4.47)  Acct: 6.97 (6.93)  time: 0.4574  data: 0.0002
[11-17 05:08:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.35  Lm: 5.898 (5.916)  Lt: 5.268 (5.294)  Accm: 4.41 (4.27)  Acct: 6.87 (6.51)  time: 0.4498  data: 0.0002
[11-17 05:08:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.35  Lm: 5.981 (5.965)  Lt: 5.348 (5.336)  Accm: 3.89 (3.84)  Acct: 5.90 (5.85)  time: 0.4498  data: 0.0002
[11-17 05:08:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.35  Lm: 6.005 (5.939)  Lt: 5.368 (5.318)  Accm: 3.89 (4.14)  Acct: 5.93 (6.19)  time: 0.4498  data: 0.0002
[11-17 05:08:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.35  Lm: 5.953 (5.974)  Lt: 5.327 (5.353)  Accm: 3.95 (3.94)  Acct: 5.96 (5.97)  time: 0.4498  data: 0.0002
[11-17 05:11:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.40  Lm: 5.930 (5.962)  Lt: 5.296 (5.341)  Accm: 3.98 (4.01)  Acct: 6.08 (6.08)  time: 0.4957  data: 0.0019
[11-17 05:11:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 125/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 05:11:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.40  Lm: 5.902 (5.926)  Lt: 5.270 (5.303)  Accm: 4.33 (4.22)  Acct: 6.77 (6.46)  time: 0.4957  data: 0.0015
[11-17 05:11:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.40  Lm: 5.934 (5.946)  Lt: 5.294 (5.310)  Accm: 3.86 (3.84)  Acct: 6.18 (5.92)  time: 0.4957  data: 0.0016
[11-17 05:11:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 125/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.40  Lm: 5.985 (5.931)  Lt: 5.358 (5.305)  Accm: 4.03 (4.21)  Acct: 5.94 (6.34)  time: 0.4957  data: 0.0020
[11-17 05:11:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 125/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 05:11:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 125/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 05:11:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 125/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 05:11:05] (/home/user/VAR/train.py , line 276)=>      [ep125]  (training )  Lm: 5.919 (5.934), Lt: 5.290 (5.305),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:23:32,  Finish: 2024-11-18 08:34
[11-17 05:11:05] (/home/user/VAR/train.py , line 276)=>      [ep125]  (training )  Lm: 5.919 (5.934), Lt: 5.290 (5.305),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:24:50,  Finish: 2024-11-18 08:35
[11-17 05:11:05] (/home/user/VAR/train.py , line 276)=>      [ep125]  (training )  Lm: 5.919 (5.934), Lt: 5.290 (5.305),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:22:57,  Finish: 2024-11-18 08:34
[11-17 05:11:05] (/home/user/VAR/train.py , line 276)=>      [ep125]  (training )  Lm: 5.919 (5.934), Lt: 5.290 (5.305),  Acc m&t: 4.15 6.30,  Remain: 1 day, 19:23:27,  Finish: 2024-11-18 08:34
[11-17 05:11:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [   0/1669]  eta: 0:10:20  tlr: 0.0001  tnm: 0.37  Lm: 5.959 (5.959)  Lt: 5.345 (5.345)  Accm: 3.97 (3.97)  Acct: 5.94 (5.94)  time: 0.3717  data: 0.0003
[11-17 05:11:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [   0/1669]  eta: 0:10:19  tlr: 0.0001  tnm: 0.37  Lm: 5.971 (5.971)  Lt: 5.348 (5.348)  Accm: 3.78 (3.78)  Acct: 5.91 (5.91)  time: 0.3714  data: 0.0003
[11-17 05:11:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [   0/1669]  eta: 0:10:19  tlr: 0.0001  tnm: 0.37  Lm: 5.756 (5.756)  Lt: 5.129 (5.129)  Accm: 4.92 (4.92)  Acct: 7.15 (7.15)  time: 0.3715  data: 0.0003
[11-17 05:11:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [   0/1669]  eta: 0:10:19  tlr: 0.0001  tnm: 0.37  Lm: 5.943 (5.943)  Lt: 5.282 (5.282)  Accm: 4.17 (4.17)  Acct: 6.27 (6.27)  time: 0.3714  data: 0.0003
[11-17 05:14:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.0001  tnm: 0.38  Lm: 5.970 (5.970)  Lt: 5.318 (5.318)  Accm: 4.02 (4.02)  Acct: 6.10 (6.10)  time: 0.4040  data: 0.0002
[11-17 05:14:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.0001  tnm: 0.38  Lm: 5.934 (5.934)  Lt: 5.322 (5.322)  Accm: 4.04 (4.04)  Acct: 6.12 (6.12)  time: 0.4041  data: 0.0002
[11-17 05:14:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.0001  tnm: 0.38  Lm: 5.881 (5.881)  Lt: 5.268 (5.268)  Accm: 4.29 (4.29)  Acct: 6.32 (6.32)  time: 0.4040  data: 0.0002
[11-17 05:14:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.0001  tnm: 0.38  Lm: 5.914 (5.914)  Lt: 5.304 (5.304)  Accm: 4.29 (4.29)  Acct: 6.45 (6.45)  time: 0.4040  data: 0.0002
[11-17 05:17:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.0001  tnm: 0.41  Lm: 5.869 (5.883)  Lt: 5.262 (5.275)  Accm: 4.60 (4.44)  Acct: 6.90 (6.60)  time: 0.4105  data: 0.0003
[11-17 05:17:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.0001  tnm: 0.41  Lm: 5.953 (5.905)  Lt: 5.337 (5.291)  Accm: 4.17 (4.25)  Acct: 6.54 (6.39)  time: 0.4105  data: 0.0002
[11-17 05:17:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.0001  tnm: 0.41  Lm: 5.995 (5.979)  Lt: 5.354 (5.337)  Accm: 3.88 (3.94)  Acct: 5.94 (5.95)  time: 0.4105  data: 0.0002
[11-17 05:17:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.0001  tnm: 0.41  Lm: 5.945 (5.937)  Lt: 5.312 (5.318)  Accm: 3.86 (3.98)  Acct: 6.06 (6.10)  time: 0.4105  data: 0.0002
[11-17 05:20:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.36  Lm: 5.924 (5.929)  Lt: 5.304 (5.294)  Accm: 3.94 (3.99)  Acct: 6.20 (6.18)  time: 0.4516  data: 0.0002
[11-17 05:20:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.36  Lm: 5.911 (5.896)  Lt: 5.277 (5.272)  Accm: 4.28 (4.28)  Acct: 6.84 (6.60)  time: 0.4516  data: 0.0002
[11-17 05:20:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.36  Lm: 5.893 (5.892)  Lt: 5.302 (5.291)  Accm: 4.46 (4.41)  Acct: 6.71 (6.58)  time: 0.4516  data: 0.0002
[11-17 05:20:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.36  Lm: 5.997 (5.986)  Lt: 5.365 (5.352)  Accm: 3.82 (3.89)  Acct: 5.90 (5.92)  time: 0.4516  data: 0.0002
[11-17 05:23:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.35  Lm: 5.995 (5.981)  Lt: 5.376 (5.357)  Accm: 3.88 (3.90)  Acct: 5.94 (5.93)  time: 0.4146  data: 0.0016
[11-17 05:23:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 126/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 05:23:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.35  Lm: 5.904 (5.914)  Lt: 5.295 (5.272)  Accm: 4.01 (4.08)  Acct: 6.34 (6.34)  time: 0.4145  data: 0.0019
[11-17 05:23:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.35  Lm: 5.891 (5.895)  Lt: 5.263 (5.271)  Accm: 4.27 (4.28)  Acct: 6.56 (6.59)  time: 0.4146  data: 0.0016
[11-17 05:23:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 126/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.35  Lm: 5.912 (5.896)  Lt: 5.315 (5.296)  Accm: 4.39 (4.40)  Acct: 6.51 (6.55)  time: 0.4146  data: 0.0014
[11-17 05:23:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 126/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 05:23:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 126/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 05:23:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 126/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 05:23:00] (/home/user/VAR/train.py , line 276)=>      [ep126]  (training )  Lm: 5.919 (5.924), Lt: 5.290 (5.294),  Acc m&t: 4.15 6.32,  Remain: 1 day, 18:55:08,  Finish: 2024-11-18 08:18
[11-17 05:23:00] (/home/user/VAR/train.py , line 276)=>      [ep126]  (training )  Lm: 5.919 (5.924), Lt: 5.290 (5.294),  Acc m&t: 4.15 6.32,  Remain: 1 day, 18:57:18,  Finish: 2024-11-18 08:20
[11-17 05:23:00] (/home/user/VAR/train.py , line 276)=>      [ep126]  (training )  Lm: 5.919 (5.924), Lt: 5.290 (5.294),  Acc m&t: 4.15 6.32,  Remain: 1 day, 18:54:58,  Finish: 2024-11-18 08:17
[11-17 05:23:00] (/home/user/VAR/train.py , line 276)=>      [ep126]  (training )  Lm: 5.919 (5.924), Lt: 5.290 (5.294),  Acc m&t: 4.15 6.32,  Remain: 1 day, 18:54:26,  Finish: 2024-11-18 08:17
[11-17 05:23:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [   0/1669]  eta: 0:43:27  tlr: 0.0001  tnm: 0.42  Lm: 5.939 (5.939)  Lt: 5.333 (5.333)  Accm: 4.22 (4.22)  Acct: 6.56 (6.56)  time: 1.5621  data: 0.0003
[11-17 05:23:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [   0/1669]  eta: 0:43:27  tlr: 0.0001  tnm: 0.42  Lm: 5.832 (5.832)  Lt: 5.158 (5.158)  Accm: 5.01 (5.01)  Acct: 7.75 (7.75)  time: 1.5626  data: 0.0003
[11-17 05:23:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [   0/1669]  eta: 0:43:27  tlr: 0.0001  tnm: 0.42  Lm: 5.799 (5.799)  Lt: 5.184 (5.184)  Accm: 4.24 (4.24)  Acct: 6.22 (6.22)  time: 1.5625  data: 0.0004
[11-17 05:23:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [   0/1669]  eta: 0:43:27  tlr: 0.0001  tnm: 0.42  Lm: 5.967 (5.967)  Lt: 5.369 (5.369)  Accm: 4.00 (4.00)  Acct: 5.99 (5.99)  time: 1.5625  data: 0.0004
[11-17 05:25:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.0001  tnm: 0.38  Lm: 5.977 (5.977)  Lt: 5.365 (5.365)  Accm: 3.91 (3.91)  Acct: 5.95 (5.95)  time: 0.4588  data: 0.0002
[11-17 05:25:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.0001  tnm: 0.38  Lm: 5.892 (5.892)  Lt: 5.272 (5.272)  Accm: 4.21 (4.21)  Acct: 6.50 (6.50)  time: 0.4588  data: 0.0003
[11-17 05:25:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.0001  tnm: 0.38  Lm: 5.878 (5.878)  Lt: 5.234 (5.234)  Accm: 4.59 (4.59)  Acct: 7.00 (7.00)  time: 0.4588  data: 0.0002
[11-17 05:25:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.0001  tnm: 0.38  Lm: 5.864 (5.864)  Lt: 5.252 (5.252)  Accm: 4.07 (4.07)  Acct: 6.14 (6.14)  time: 0.4588  data: 0.0002
[11-17 05:28:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.0001  tnm: 0.37  Lm: 5.864 (5.864)  Lt: 5.190 (5.231)  Accm: 4.24 (4.20)  Acct: 6.22 (6.39)  time: 0.4090  data: 0.0002
[11-17 05:28:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.0001  tnm: 0.37  Lm: 5.924 (5.894)  Lt: 5.311 (5.280)  Accm: 4.17 (4.36)  Acct: 6.25 (6.62)  time: 0.4090  data: 0.0003
[11-17 05:28:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.0001  tnm: 0.37  Lm: 5.967 (5.933)  Lt: 5.361 (5.304)  Accm: 4.00 (4.05)  Acct: 5.99 (6.23)  time: 0.4090  data: 0.0002
[11-17 05:28:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.0001  tnm: 0.37  Lm: 5.870 (5.884)  Lt: 5.254 (5.266)  Accm: 4.22 (4.31)  Acct: 6.44 (6.47)  time: 0.4090  data: 0.0002
[11-17 05:31:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.34  Lm: 5.873 (5.883)  Lt: 5.276 (5.274)  Accm: 4.35 (4.36)  Acct: 6.42 (6.42)  time: 0.4050  data: 0.0002
[11-17 05:31:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.34  Lm: 5.925 (5.917)  Lt: 5.341 (5.304)  Accm: 4.04 (4.22)  Acct: 6.06 (6.38)  time: 0.4050  data: 0.0002
[11-17 05:31:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.34  Lm: 5.896 (5.891)  Lt: 5.254 (5.263)  Accm: 4.07 (4.12)  Acct: 6.22 (6.35)  time: 0.4050  data: 0.0002
[11-17 05:31:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.34  Lm: 5.975 (5.945)  Lt: 5.343 (5.309)  Accm: 3.97 (4.02)  Acct: 5.95 (6.09)  time: 0.4050  data: 0.0002
[11-17 05:34:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.37  Lm: 5.967 (5.941)  Lt: 5.325 (5.300)  Accm: 3.97 (4.01)  Acct: 5.99 (6.12)  time: 0.4074  data: 0.0019
[11-17 05:34:57] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 127/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 05:34:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.37  Lm: 5.928 (5.905)  Lt: 5.319 (5.275)  Accm: 3.98 (4.09)  Acct: 6.22 (6.23)  time: 0.4074  data: 0.0016
[11-17 05:34:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.37  Lm: 5.924 (5.896)  Lt: 5.311 (5.284)  Accm: 4.17 (4.27)  Acct: 6.25 (6.45)  time: 0.4074  data: 0.0014
[11-17 05:34:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 127/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.37  Lm: 5.877 (5.890)  Lt: 5.289 (5.277)  Accm: 4.28 (4.34)  Acct: 6.44 (6.49)  time: 0.4074  data: 0.0017
[11-17 05:34:57] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 127/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 05:34:57] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 127/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 05:34:57] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 127/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 05:34:57] (/home/user/VAR/train.py , line 276)=>      [ep127]  (training )  Lm: 5.919 (5.927), Lt: 5.290 (5.296),  Acc m&t: 4.15 6.32,  Remain: 1 day, 18:38:50,  Finish: 2024-11-18 08:13
[11-17 05:34:57] (/home/user/VAR/train.py , line 276)=>      [ep127]  (training )  Lm: 5.919 (5.927), Lt: 5.290 (5.296),  Acc m&t: 4.15 6.32,  Remain: 1 day, 18:38:27,  Finish: 2024-11-18 08:13
[11-17 05:34:57] (/home/user/VAR/train.py , line 276)=>      [ep127]  (training )  Lm: 5.919 (5.927), Lt: 5.290 (5.296),  Acc m&t: 4.15 6.32,  Remain: 1 day, 18:38:42,  Finish: 2024-11-18 08:13
[11-17 05:34:57] (/home/user/VAR/train.py , line 276)=>      [ep127]  (training )  Lm: 5.919 (5.927), Lt: 5.290 (5.296),  Acc m&t: 4.15 6.32,  Remain: 1 day, 18:37:21,  Finish: 2024-11-18 08:12
[11-17 05:34:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [   0/1669]  eta: 0:10:54  tlr: 0.0001  tnm: 0.39  Lm: 5.852 (5.852)  Lt: 5.219 (5.219)  Accm: 4.22 (4.22)  Acct: 6.03 (6.03)  time: 0.3921  data: 0.0004
[11-17 05:34:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [   0/1669]  eta: 0:10:54  tlr: 0.0001  tnm: 0.39  Lm: 5.996 (5.996)  Lt: 5.375 (5.375)  Accm: 3.72 (3.72)  Acct: 5.49 (5.49)  time: 0.3919  data: 0.0003
[11-17 05:34:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [   0/1669]  eta: 0:10:54  tlr: 0.0001  tnm: 0.39  Lm: 5.957 (5.957)  Lt: 5.292 (5.292)  Accm: 3.93 (3.93)  Acct: 6.20 (6.20)  time: 0.3920  data: 0.0003
[11-17 05:34:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [   0/1669]  eta: 0:10:54  tlr: 0.0001  tnm: 0.39  Lm: 5.907 (5.907)  Lt: 5.288 (5.288)  Accm: 4.17 (4.17)  Acct: 6.13 (6.13)  time: 0.3923  data: 0.0003
[11-17 05:37:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.0001  tnm: 0.40  Lm: 5.939 (5.939)  Lt: 5.334 (5.334)  Accm: 4.22 (4.22)  Acct: 6.36 (6.36)  time: 0.4141  data: 0.0002
[11-17 05:37:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.0001  tnm: 0.40  Lm: 5.986 (5.986)  Lt: 5.327 (5.327)  Accm: 3.79 (3.79)  Acct: 5.93 (5.93)  time: 0.4141  data: 0.0003
[11-17 05:37:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.0001  tnm: 0.40  Lm: 5.986 (5.986)  Lt: 5.378 (5.378)  Accm: 3.56 (3.56)  Acct: 5.30 (5.30)  time: 0.4141  data: 0.0002
[11-17 05:37:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [ 417/1669]  eta: 0:08:50  tlr: 0.0001  tnm: 0.40  Lm: 5.854 (5.854)  Lt: 5.215 (5.215)  Accm: 4.32 (4.32)  Acct: 6.48 (6.48)  time: 0.4141  data: 0.0002
[11-17 05:40:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.0001  tnm: 0.36  Lm: 5.856 (5.900)  Lt: 5.219 (5.255)  Accm: 4.22 (4.13)  Acct: 6.03 (6.29)  time: 0.4060  data: 0.0003
[11-17 05:40:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.0001  tnm: 0.36  Lm: 5.996 (5.998)  Lt: 5.380 (5.384)  Accm: 3.72 (3.68)  Acct: 5.49 (5.60)  time: 0.4060  data: 0.0002
[11-17 05:40:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.0001  tnm: 0.36  Lm: 5.970 (5.949)  Lt: 5.380 (5.355)  Accm: 4.17 (4.13)  Acct: 6.13 (6.21)  time: 0.4060  data: 0.0002
[11-17 05:40:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [ 834/1669]  eta: 0:05:54  tlr: 0.0001  tnm: 0.36  Lm: 5.957 (5.969)  Lt: 5.292 (5.313)  Accm: 3.93 (3.94)  Acct: 6.20 (6.15)  time: 0.4060  data: 0.0002
[11-17 05:43:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [1251/1669]  eta: 0:02:57  tlr: 0.0001  tnm: 0.39  Lm: 5.946 (5.928)  Lt: 5.289 (5.281)  Accm: 4.08 (4.07)  Acct: 6.38 (6.25)  time: 0.4071  data: 0.0002
[11-17 05:43:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [1251/1669]  eta: 0:02:57  tlr: 0.0001  tnm: 0.39  Lm: 5.939 (5.902)  Lt: 5.334 (5.289)  Accm: 4.22 (4.31)  Acct: 6.36 (6.50)  time: 0.4071  data: 0.0002
[11-17 05:43:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [1251/1669]  eta: 0:02:57  tlr: 0.0001  tnm: 0.39  Lm: 6.010 (6.017)  Lt: 5.388 (5.396)  Accm: 3.65 (3.65)  Acct: 5.57 (5.61)  time: 0.4071  data: 0.0003
[11-17 05:43:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [1251/1669]  eta: 0:02:57  tlr: 0.0001  tnm: 0.39  Lm: 5.854 (5.876)  Lt: 5.215 (5.235)  Accm: 4.32 (4.26)  Acct: 6.47 (6.44)  time: 0.4071  data: 0.0002
[11-17 05:46:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.36  Lm: 5.852 (5.862)  Lt: 5.211 (5.223)  Accm: 4.37 (4.28)  Acct: 6.82 (6.52)  time: 0.4615  data: 0.0017
[11-17 05:46:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 128/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 05:46:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.36  Lm: 5.907 (5.903)  Lt: 5.288 (5.281)  Accm: 4.24 (4.30)  Acct: 6.47 (6.49)  time: 0.4615  data: 0.0017
[11-17 05:46:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.36  Lm: 5.996 (5.985)  Lt: 5.380 (5.357)  Accm: 3.72 (3.73)  Acct: 5.65 (5.75)  time: 0.4615  data: 0.0019
[11-17 05:46:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 128/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.36  Lm: 5.935 (5.927)  Lt: 5.286 (5.281)  Accm: 4.19 (4.10)  Acct: 6.22 (6.25)  time: 0.4615  data: 0.0015
[11-17 05:46:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 128/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 05:46:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 128/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 05:46:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 128/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 05:46:47] (/home/user/VAR/train.py , line 276)=>      [ep128]  (training )  Lm: 5.919 (5.924), Lt: 5.290 (5.292),  Acc m&t: 4.15 6.32,  Remain: 1 day, 19:00:09,  Finish: 2024-11-18 08:46
[11-17 05:46:47] (/home/user/VAR/train.py , line 276)=>      [ep128]  (training )  Lm: 5.919 (5.924), Lt: 5.290 (5.292),  Acc m&t: 4.15 6.32,  Remain: 1 day, 19:00:19,  Finish: 2024-11-18 08:47
[11-17 05:46:47] (/home/user/VAR/train.py , line 276)=>      [ep128]  (training )  Lm: 5.919 (5.924), Lt: 5.290 (5.292),  Acc m&t: 4.15 6.32,  Remain: 1 day, 18:59:20,  Finish: 2024-11-18 08:46
[11-17 05:46:47] (/home/user/VAR/train.py , line 276)=>      [ep128]  (training )  Lm: 5.919 (5.924), Lt: 5.290 (5.292),  Acc m&t: 4.15 6.32,  Remain: 1 day, 19:00:52,  Finish: 2024-11-18 08:47
[11-17 05:46:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [   0/1669]  eta: 0:10:01  tlr: 0.0001  tnm: 0.38  Lm: 5.886 (5.886)  Lt: 5.263 (5.263)  Accm: 4.36 (4.36)  Acct: 6.61 (6.61)  time: 0.3606  data: 0.0004
[11-17 05:46:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [   0/1669]  eta: 0:10:02  tlr: 0.0001  tnm: 0.38  Lm: 6.012 (6.012)  Lt: 5.377 (5.377)  Accm: 3.72 (3.72)  Acct: 5.79 (5.79)  time: 0.3611  data: 0.0004
[11-17 05:46:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [   0/1669]  eta: 0:10:02  tlr: 0.0001  tnm: 0.38  Lm: 5.745 (5.745)  Lt: 5.086 (5.086)  Accm: 4.86 (4.86)  Acct: 7.02 (7.02)  time: 0.3613  data: 0.0004
[11-17 05:46:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [   0/1669]  eta: 0:10:07  tlr: 0.0001  tnm: 0.38  Lm: 5.988 (5.988)  Lt: 5.377 (5.377)  Accm: 3.94 (3.94)  Acct: 5.99 (5.99)  time: 0.3638  data: 0.0004
[11-17 05:49:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.0001  tnm: 0.38  Lm: 5.986 (5.986)  Lt: 5.383 (5.383)  Accm: 3.91 (3.91)  Acct: 5.91 (5.91)  time: 0.4046  data: 0.0003
[11-17 05:49:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.0001  tnm: 0.38  Lm: 5.906 (5.906)  Lt: 5.284 (5.284)  Accm: 4.28 (4.28)  Acct: 6.40 (6.40)  time: 0.4046  data: 0.0002
[11-17 05:49:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.0001  tnm: 0.38  Lm: 5.834 (5.834)  Lt: 5.195 (5.195)  Accm: 4.41 (4.41)  Acct: 6.47 (6.47)  time: 0.4046  data: 0.0002
[11-17 05:49:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [ 417/1669]  eta: 0:08:47  tlr: 0.0001  tnm: 0.38  Lm: 5.976 (5.976)  Lt: 5.354 (5.354)  Accm: 4.00 (4.00)  Acct: 6.05 (6.05)  time: 0.4046  data: 0.0003
[11-17 05:52:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.0001  tnm: 0.36  Lm: 5.941 (5.936)  Lt: 5.331 (5.309)  Accm: 4.28 (4.13)  Acct: 6.32 (6.30)  time: 0.4054  data: 0.0002
[11-17 05:52:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.0001  tnm: 0.36  Lm: 5.886 (5.882)  Lt: 5.263 (5.249)  Accm: 4.20 (4.23)  Acct: 6.35 (6.39)  time: 0.4054  data: 0.0002
[11-17 05:52:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.0001  tnm: 0.36  Lm: 5.812 (5.827)  Lt: 5.178 (5.189)  Accm: 4.50 (4.44)  Acct: 6.92 (6.62)  time: 0.4054  data: 0.0003
[11-17 05:52:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.0001  tnm: 0.36  Lm: 5.984 (5.960)  Lt: 5.377 (5.333)  Accm: 3.94 (4.04)  Acct: 5.99 (6.19)  time: 0.4054  data: 0.0003
[11-17 05:55:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [1251/1669]  eta: 0:02:59  tlr: 0.0001  tnm: 0.40  Lm: 5.947 (5.947)  Lt: 5.327 (5.319)  Accm: 4.06 (4.07)  Acct: 6.15 (6.22)  time: 0.4081  data: 0.0002
[11-17 05:55:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [1251/1669]  eta: 0:02:59  tlr: 0.0001  tnm: 0.40  Lm: 5.940 (5.937)  Lt: 5.321 (5.309)  Accm: 4.18 (4.12)  Acct: 6.27 (6.28)  time: 0.4080  data: 0.0002
[11-17 05:55:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [1251/1669]  eta: 0:02:59  tlr: 0.0001  tnm: 0.40  Lm: 5.906 (5.896)  Lt: 5.283 (5.262)  Accm: 4.20 (4.22)  Acct: 6.38 (6.39)  time: 0.4080  data: 0.0002
[11-17 05:55:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [1251/1669]  eta: 0:02:59  tlr: 0.0001  tnm: 0.40  Lm: 5.868 (5.854)  Lt: 5.241 (5.223)  Accm: 4.27 (4.34)  Acct: 6.41 (6.43)  time: 0.4081  data: 0.0002
[11-17 05:58:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.38  Lm: 5.924 (5.880)  Lt: 5.300 (5.238)  Accm: 4.04 (4.27)  Acct: 6.34 (6.41)  time: 0.4112  data: 0.0021
[11-17 05:58:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 129/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 05:58:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.38  Lm: 5.925 (5.926)  Lt: 5.304 (5.297)  Accm: 4.20 (4.07)  Acct: 6.35 (6.14)  time: 0.4112  data: 0.0015
[11-17 05:58:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.38  Lm: 5.941 (5.939)  Lt: 5.310 (5.303)  Accm: 4.08 (4.11)  Acct: 6.32 (6.32)  time: 0.4112  data: 0.0015
[11-17 05:58:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 129/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.38  Lm: 5.910 (5.928)  Lt: 5.277 (5.297)  Accm: 4.17 (4.20)  Acct: 6.30 (6.35)  time: 0.4112  data: 0.0014
[11-17 05:58:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 129/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 05:58:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 129/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 05:58:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 129/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 06:00:57] (home/user/VAR/trainer.py, line 113)=> FID: 7.5301542528759455
[11-17 06:00:58] (/home/user/VAR/train.py , line 259)=>  [*] [ep129]  (val 50000)  Lm: 5.9274, Lt: 5.2960, Acc m&t: 4.13 6.28,  Val cost: 134.22s
[11-17 06:00:58] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-17 06:01:14] (/home/user/VAR/train.py , line 276)=>      [ep129]  (training )  Lm: 5.919 (5.927), Lt: 5.290 (5.296),  Acc m&t: 4.15 6.32,  Remain: 1 day, 18:34:43,  Finish: 2024-11-18 08:33
[11-17 06:01:14] (/home/user/VAR/train.py , line 276)=>      [ep129]  (training )  Lm: 5.919 (5.927), Lt: 5.290 (5.296),  Acc m&t: 4.15 6.32,  Remain: 1 day, 18:32:05,  Finish: 2024-11-18 08:30
[11-17 06:01:14] (/home/user/VAR/train.py , line 276)=>      [ep129]  (training )  Lm: 5.919 (5.927), Lt: 5.290 (5.296),  Acc m&t: 4.15 6.32,  Remain: 1 day, 18:35:37,  Finish: 2024-11-18 08:34
[11-17 06:01:14] (/home/user/VAR/train.py , line 276)=>      [ep129]  (training )  Lm: 5.919 (5.927), Lt: 5.290 (5.296),  Acc m&t: 4.15 6.32,  Remain: 1 day, 18:35:14,  Finish: 2024-11-18 08:33
[11-17 06:01:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [   0/1669]  eta: 0:10:57  tlr: 0.0001  tnm: 0.38  Lm: 5.904 (5.904)  Lt: 5.283 (5.283)  Accm: 4.06 (4.06)  Acct: 6.23 (6.23)  time: 0.3937  data: 0.0003
[11-17 06:01:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [   0/1669]  eta: 0:10:53  tlr: 0.0001  tnm: 0.38  Lm: 6.000 (6.000)  Lt: 5.388 (5.388)  Accm: 3.98 (3.98)  Acct: 6.11 (6.11)  time: 0.3913  data: 0.0004
[11-17 06:01:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [   0/1669]  eta: 0:10:57  tlr: 0.0001  tnm: 0.38  Lm: 5.968 (5.968)  Lt: 5.367 (5.367)  Accm: 3.82 (3.82)  Acct: 5.60 (5.60)  time: 0.3939  data: 0.0004
[11-17 06:01:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [   0/1669]  eta: 0:11:29  tlr: 0.0001  tnm: 0.38  Lm: 5.924 (5.924)  Lt: 5.292 (5.292)  Accm: 4.06 (4.06)  Acct: 6.68 (6.68)  time: 0.4131  data: 0.0004
[11-17 06:04:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [ 417/1669]  eta: 0:08:56  tlr: 0.0001  tnm: 0.37  Lm: 5.938 (5.938)  Lt: 5.330 (5.330)  Accm: 3.98 (3.98)  Acct: 6.22 (6.22)  time: 0.4096  data: 0.0002
[11-17 06:04:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [ 417/1669]  eta: 0:08:56  tlr: 0.0001  tnm: 0.37  Lm: 5.894 (5.894)  Lt: 5.284 (5.284)  Accm: 3.95 (3.95)  Acct: 6.01 (6.01)  time: 0.4096  data: 0.0002
[11-17 06:04:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [ 417/1669]  eta: 0:08:56  tlr: 0.0001  tnm: 0.37  Lm: 5.888 (5.888)  Lt: 5.275 (5.275)  Accm: 4.17 (4.17)  Acct: 6.28 (6.28)  time: 0.4096  data: 0.0003
[11-17 06:04:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [ 417/1669]  eta: 0:08:56  tlr: 0.0001  tnm: 0.37  Lm: 5.954 (5.954)  Lt: 5.322 (5.322)  Accm: 4.12 (4.12)  Acct: 6.25 (6.25)  time: 0.4096  data: 0.0002
[11-17 06:07:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.0001  tnm: 0.37  Lm: 5.907 (5.934)  Lt: 5.257 (5.286)  Accm: 4.25 (4.23)  Acct: 6.39 (6.45)  time: 0.4148  data: 0.0002
[11-17 06:07:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.0001  tnm: 0.37  Lm: 5.924 (5.921)  Lt: 5.292 (5.300)  Accm: 4.06 (4.04)  Acct: 6.51 (6.32)  time: 0.4148  data: 0.0002
[11-17 06:07:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.0001  tnm: 0.37  Lm: 5.889 (5.892)  Lt: 5.283 (5.269)  Accm: 4.06 (4.04)  Acct: 6.23 (6.12)  time: 0.4148  data: 0.0002
[11-17 06:07:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [ 834/1669]  eta: 0:06:01  tlr: 0.0001  tnm: 0.37  Lm: 5.968 (5.920)  Lt: 5.366 (5.305)  Accm: 3.91 (4.08)  Acct: 5.79 (6.12)  time: 0.4148  data: 0.0002
[11-17 06:10:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [1251/1669]  eta: 0:02:59  tlr: 0.0001  tnm: 0.41  Lm: 5.926 (5.911)  Lt: 5.329 (5.302)  Accm: 4.14 (4.15)  Acct: 6.19 (6.24)  time: 0.4083  data: 0.0002
[11-17 06:10:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [1251/1669]  eta: 0:02:59  tlr: 0.0001  tnm: 0.41  Lm: 5.938 (5.955)  Lt: 5.330 (5.340)  Accm: 3.98 (3.97)  Acct: 6.14 (6.17)  time: 0.4083  data: 0.0002
[11-17 06:10:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [1251/1669]  eta: 0:02:59  tlr: 0.0001  tnm: 0.41  Lm: 5.900 (5.914)  Lt: 5.249 (5.275)  Accm: 4.35 (4.35)  Acct: 6.62 (6.56)  time: 0.4083  data: 0.0002
[11-17 06:10:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [1251/1669]  eta: 0:02:59  tlr: 0.0001  tnm: 0.41  Lm: 5.897 (5.908)  Lt: 5.284 (5.299)  Accm: 4.02 (4.02)  Acct: 6.08 (6.07)  time: 0.4083  data: 0.0002
[11-17 06:13:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.37  Lm: 5.904 (5.950)  Lt: 5.285 (5.336)  Accm: 3.98 (3.88)  Acct: 5.92 (5.88)  time: 0.4548  data: 0.0019
[11-17 06:13:11] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 130/350]   Total time:      0:11:56   (0.430 s / it)
[11-17 06:13:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.37  Lm: 5.884 (5.901)  Lt: 5.291 (5.279)  Accm: 4.36 (4.25)  Acct: 6.59 (6.50)  time: 0.4548  data: 0.0017
[11-17 06:13:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.37  Lm: 5.907 (5.916)  Lt: 5.257 (5.281)  Accm: 4.25 (4.26)  Acct: 6.39 (6.44)  time: 0.4548  data: 0.0020
[11-17 06:13:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 130/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.37  Lm: 5.924 (5.920)  Lt: 5.292 (5.301)  Accm: 4.06 (4.17)  Acct: 6.51 (6.42)  time: 0.4548  data: 0.0019
[11-17 06:13:11] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 130/350]   Total time:      0:11:56   (0.430 s / it)
[11-17 06:13:11] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 130/350]   Total time:      0:11:56   (0.430 s / it)
[11-17 06:13:11] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 130/350]   Total time:      0:11:56   (0.430 s / it)
[11-17 06:13:11] (/home/user/VAR/train.py , line 276)=>      [ep130]  (training )  Lm: 5.914 (5.914), Lt: 5.282 (5.282),  Acc m&t: 4.19 6.38,  Remain: 1 day, 18:03:53,  Finish: 2024-11-18 08:17
[11-17 06:13:11] (/home/user/VAR/train.py , line 276)=>      [ep130]  (training )  Lm: 5.914 (5.914), Lt: 5.282 (5.282),  Acc m&t: 4.19 6.38,  Remain: 1 day, 18:05:11,  Finish: 2024-11-18 08:18
[11-17 06:13:11] (/home/user/VAR/train.py , line 276)=>      [ep130]  (training )  Lm: 5.914 (5.914), Lt: 5.282 (5.282),  Acc m&t: 4.19 6.38,  Remain: 1 day, 18:07:51,  Finish: 2024-11-18 08:21
[11-17 06:13:11] (/home/user/VAR/train.py , line 276)=>      [ep130]  (training )  Lm: 5.914 (5.914), Lt: 5.282 (5.282),  Acc m&t: 4.19 6.38,  Remain: 1 day, 18:04:05,  Finish: 2024-11-18 08:17
[11-17 06:13:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [   0/1669]  eta: 0:10:26  tlr: 0.0001  tnm: 0.34  Lm: 5.986 (5.986)  Lt: 5.376 (5.376)  Accm: 3.62 (3.62)  Acct: 5.77 (5.77)  time: 0.3751  data: 0.0004
[11-17 06:13:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [   0/1669]  eta: 0:10:28  tlr: 0.0001  tnm: 0.34  Lm: 5.906 (5.906)  Lt: 5.295 (5.295)  Accm: 4.21 (4.21)  Acct: 6.35 (6.35)  time: 0.3765  data: 0.0004
[11-17 06:13:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [   0/1669]  eta: 0:10:24  tlr: 0.0001  tnm: 0.34  Lm: 5.917 (5.917)  Lt: 5.309 (5.309)  Accm: 4.27 (4.27)  Acct: 6.25 (6.25)  time: 0.3743  data: 0.0003
[11-17 06:13:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [   0/1669]  eta: 0:10:27  tlr: 0.0001  tnm: 0.34  Lm: 5.800 (5.800)  Lt: 5.133 (5.133)  Accm: 4.84 (4.84)  Acct: 7.27 (7.27)  time: 0.3761  data: 0.0004
[11-17 06:16:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.0001  tnm: 0.39  Lm: 5.860 (5.860)  Lt: 5.238 (5.238)  Accm: 4.43 (4.43)  Acct: 6.77 (6.77)  time: 0.4157  data: 0.0003
[11-17 06:16:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.0001  tnm: 0.39  Lm: 5.983 (5.983)  Lt: 5.382 (5.382)  Accm: 3.65 (3.65)  Acct: 5.56 (5.56)  time: 0.4157  data: 0.0002
[11-17 06:16:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.0001  tnm: 0.39  Lm: 5.943 (5.943)  Lt: 5.327 (5.327)  Accm: 4.08 (4.08)  Acct: 6.06 (6.06)  time: 0.4157  data: 0.0002
[11-17 06:16:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [ 417/1669]  eta: 0:08:57  tlr: 0.0001  tnm: 0.39  Lm: 5.856 (5.856)  Lt: 5.224 (5.224)  Accm: 4.61 (4.61)  Acct: 6.87 (6.87)  time: 0.4157  data: 0.0002
[11-17 06:19:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.0001  tnm: 0.39  Lm: 5.896 (5.869)  Lt: 5.254 (5.234)  Accm: 4.27 (4.45)  Acct: 6.25 (6.62)  time: 0.4102  data: 0.0002
[11-17 06:19:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.0001  tnm: 0.39  Lm: 5.919 (5.888)  Lt: 5.271 (5.249)  Accm: 4.02 (4.21)  Acct: 6.27 (6.45)  time: 0.4102  data: 0.0002
[11-17 06:19:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.0001  tnm: 0.39  Lm: 5.916 (5.934)  Lt: 5.325 (5.326)  Accm: 4.14 (4.10)  Acct: 6.08 (6.07)  time: 0.4102  data: 0.0002
[11-17 06:19:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [ 834/1669]  eta: 0:05:52  tlr: 0.0001  tnm: 0.39  Lm: 5.981 (5.973)  Lt: 5.376 (5.363)  Accm: 3.69 (3.80)  Acct: 5.77 (5.78)  time: 0.4102  data: 0.0002
[11-17 06:22:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [1251/1669]  eta: 0:02:56  tlr: 0.0001  tnm: 0.36  Lm: 5.967 (5.944)  Lt: 5.351 (5.318)  Accm: 3.90 (3.93)  Acct: 5.99 (6.00)  time: 0.4122  data: 0.0002
[11-17 06:22:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [1251/1669]  eta: 0:02:56  tlr: 0.0001  tnm: 0.36  Lm: 5.927 (5.935)  Lt: 5.329 (5.328)  Accm: 4.14 (4.11)  Acct: 6.22 (6.14)  time: 0.4122  data: 0.0002
[11-17 06:22:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [1251/1669]  eta: 0:02:56  tlr: 0.0001  tnm: 0.36  Lm: 5.933 (5.923)  Lt: 5.307 (5.293)  Accm: 4.11 (4.21)  Acct: 6.20 (6.37)  time: 0.4122  data: 0.0002
[11-17 06:22:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [1251/1669]  eta: 0:02:56  tlr: 0.0001  tnm: 0.36  Lm: 5.906 (5.905)  Lt: 5.282 (5.279)  Accm: 4.20 (4.29)  Acct: 6.18 (6.39)  time: 0.4122  data: 0.0002
[11-17 06:25:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.39  Lm: 5.896 (5.897)  Lt: 5.275 (5.278)  Accm: 4.27 (4.30)  Acct: 6.25 (6.42)  time: 0.4604  data: 0.0014
[11-17 06:25:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 131/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 06:25:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.39  Lm: 5.953 (5.943)  Lt: 5.325 (5.316)  Accm: 4.11 (3.97)  Acct: 6.18 (6.04)  time: 0.4604  data: 0.0016
[11-17 06:25:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.39  Lm: 5.919 (5.921)  Lt: 5.293 (5.293)  Accm: 4.20 (4.22)  Acct: 6.27 (6.38)  time: 0.4604  data: 0.0016
[11-17 06:25:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 131/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.39  Lm: 5.916 (5.919)  Lt: 5.325 (5.304)  Accm: 4.14 (4.14)  Acct: 6.34 (6.18)  time: 0.4604  data: 0.0020
[11-17 06:25:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 131/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 06:25:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 131/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 06:25:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 131/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 06:25:06] (/home/user/VAR/train.py , line 276)=>      [ep131]  (training )  Lm: 5.914 (5.933), Lt: 5.282 (5.303),  Acc m&t: 4.19 6.38,  Remain: 1 day, 18:21:38,  Finish: 2024-11-18 08:46
[11-17 06:25:06] (/home/user/VAR/train.py , line 276)=>      [ep131]  (training )  Lm: 5.914 (5.933), Lt: 5.282 (5.303),  Acc m&t: 4.19 6.38,  Remain: 1 day, 18:19:59,  Finish: 2024-11-18 08:45
[11-17 06:25:06] (/home/user/VAR/train.py , line 276)=>      [ep131]  (training )  Lm: 5.914 (5.933), Lt: 5.282 (5.303),  Acc m&t: 4.19 6.38,  Remain: 1 day, 18:21:14,  Finish: 2024-11-18 08:46
[11-17 06:25:06] (/home/user/VAR/train.py , line 276)=>      [ep131]  (training )  Lm: 5.914 (5.933), Lt: 5.282 (5.303),  Acc m&t: 4.19 6.38,  Remain: 1 day, 18:21:24,  Finish: 2024-11-18 08:46
[11-17 06:25:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [   0/1669]  eta: 0:10:00  tlr: 0.0001  tnm: 0.40  Lm: 6.000 (6.000)  Lt: 5.367 (5.367)  Accm: 3.75 (3.75)  Acct: 5.97 (5.97)  time: 0.3599  data: 0.0005
[11-17 06:25:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [   0/1669]  eta: 0:10:01  tlr: 0.0001  tnm: 0.40  Lm: 5.857 (5.857)  Lt: 5.232 (5.232)  Accm: 4.45 (4.45)  Acct: 6.53 (6.53)  time: 0.3602  data: 0.0004
[11-17 06:25:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [   0/1669]  eta: 0:10:01  tlr: 0.0001  tnm: 0.40  Lm: 5.990 (5.990)  Lt: 5.355 (5.355)  Accm: 3.74 (3.74)  Acct: 5.80 (5.80)  time: 0.3602  data: 0.0004
[11-17 06:25:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [   0/1669]  eta: 0:10:01  tlr: 0.0001  tnm: 0.40  Lm: 5.824 (5.824)  Lt: 5.132 (5.132)  Accm: 4.73 (4.73)  Acct: 7.30 (7.30)  time: 0.3606  data: 0.0003
[11-17 06:28:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [ 417/1669]  eta: 0:08:54  tlr: 0.0001  tnm: 0.37  Lm: 5.838 (5.838)  Lt: 5.177 (5.177)  Accm: 4.67 (4.67)  Acct: 7.07 (7.07)  time: 0.4137  data: 0.0002
[11-17 06:28:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [ 417/1669]  eta: 0:08:54  tlr: 0.0001  tnm: 0.37  Lm: 5.994 (5.994)  Lt: 5.380 (5.380)  Accm: 3.96 (3.96)  Acct: 6.07 (6.07)  time: 0.4137  data: 0.0002
[11-17 06:28:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [ 417/1669]  eta: 0:08:54  tlr: 0.0001  tnm: 0.37  Lm: 5.987 (5.987)  Lt: 5.366 (5.366)  Accm: 3.82 (3.82)  Acct: 5.91 (5.91)  time: 0.4137  data: 0.0002
[11-17 06:28:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [ 417/1669]  eta: 0:08:54  tlr: 0.0001  tnm: 0.37  Lm: 5.854 (5.854)  Lt: 5.188 (5.188)  Accm: 4.58 (4.58)  Acct: 7.04 (7.04)  time: 0.4137  data: 0.0002
[11-17 06:30:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.0001  tnm: 0.39  Lm: 5.857 (5.889)  Lt: 5.232 (5.220)  Accm: 4.45 (4.37)  Acct: 6.53 (6.74)  time: 0.4062  data: 0.0002
[11-17 06:30:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.0001  tnm: 0.39  Lm: 6.000 (5.997)  Lt: 5.367 (5.369)  Accm: 4.07 (3.99)  Acct: 6.16 (6.18)  time: 0.4062  data: 0.0002
[11-17 06:30:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.0001  tnm: 0.39  Lm: 5.985 (5.982)  Lt: 5.363 (5.365)  Accm: 3.80 (3.81)  Acct: 5.87 (5.90)  time: 0.4062  data: 0.0003
[11-17 06:30:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [ 834/1669]  eta: 0:05:53  tlr: 0.0001  tnm: 0.39  Lm: 5.852 (5.871)  Lt: 5.221 (5.229)  Accm: 4.60 (4.41)  Acct: 6.84 (6.69)  time: 0.4062  data: 0.0003
[11-17 06:34:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.37  Lm: 5.864 (5.872)  Lt: 5.211 (5.222)  Accm: 4.53 (4.43)  Acct: 7.07 (6.86)  time: 0.4112  data: 0.0003
[11-17 06:34:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.37  Lm: 6.002 (6.015)  Lt: 5.380 (5.399)  Accm: 3.91 (3.90)  Acct: 6.07 (6.02)  time: 0.4112  data: 0.0002
[11-17 06:34:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.37  Lm: 5.872 (5.889)  Lt: 5.254 (5.234)  Accm: 4.39 (4.36)  Acct: 6.54 (6.69)  time: 0.4112  data: 0.0002
[11-17 06:34:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.37  Lm: 5.978 (5.921)  Lt: 5.359 (5.301)  Accm: 3.85 (4.16)  Acct: 5.95 (6.39)  time: 0.4112  data: 0.0002
[11-17 06:37:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.37  Lm: 5.970 (5.915)  Lt: 5.355 (5.283)  Accm: 3.90 (4.23)  Acct: 6.03 (6.50)  time: 0.4078  data: 0.0016
[11-17 06:37:01] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 132/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 06:37:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.37  Lm: 6.000 (5.974)  Lt: 5.367 (5.352)  Accm: 4.07 (4.09)  Acct: 6.16 (6.31)  time: 0.4078  data: 0.0016
[11-17 06:37:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.37  Lm: 5.888 (5.900)  Lt: 5.275 (5.250)  Accm: 4.33 (4.24)  Acct: 6.53 (6.59)  time: 0.4079  data: 0.0020
[11-17 06:37:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 132/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.37  Lm: 5.875 (5.877)  Lt: 5.221 (5.229)  Accm: 4.47 (4.41)  Acct: 6.84 (6.77)  time: 0.4078  data: 0.0014
[11-17 06:37:01] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 132/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 06:37:01] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 132/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 06:37:01] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 132/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 06:37:01] (/home/user/VAR/train.py , line 276)=>      [ep132]  (training )  Lm: 5.914 (5.915), Lt: 5.280 (5.280),  Acc m&t: 4.19 6.38,  Remain: 1 day, 17:36:33,  Finish: 2024-11-18 08:13
[11-17 06:37:01] (/home/user/VAR/train.py , line 276)=>      [ep132]  (training )  Lm: 5.914 (5.915), Lt: 5.280 (5.280),  Acc m&t: 4.19 6.38,  Remain: 1 day, 17:36:51,  Finish: 2024-11-18 08:13
[11-17 06:37:01] (/home/user/VAR/train.py , line 276)=>      [ep132]  (training )  Lm: 5.914 (5.915), Lt: 5.280 (5.280),  Acc m&t: 4.19 6.38,  Remain: 1 day, 17:36:40,  Finish: 2024-11-18 08:13
[11-17 06:37:01] (/home/user/VAR/train.py , line 276)=>      [ep132]  (training )  Lm: 5.914 (5.915), Lt: 5.280 (5.280),  Acc m&t: 4.19 6.38,  Remain: 1 day, 17:38:01,  Finish: 2024-11-18 08:15
[11-17 06:37:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [   0/1669]  eta: 0:10:36  tlr: 0.0001  tnm: 0.37  Lm: 6.050 (6.050)  Lt: 5.454 (5.454)  Accm: 3.78 (3.78)  Acct: 5.91 (5.91)  time: 0.3816  data: 0.0003
[11-17 06:37:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [   0/1669]  eta: 0:10:37  tlr: 0.0001  tnm: 0.37  Lm: 5.852 (5.852)  Lt: 5.231 (5.231)  Accm: 4.15 (4.15)  Acct: 6.08 (6.08)  time: 0.3819  data: 0.0004
[11-17 06:37:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [   0/1669]  eta: 0:10:37  tlr: 0.0001  tnm: 0.37  Lm: 5.864 (5.864)  Lt: 5.270 (5.270)  Accm: 4.59 (4.59)  Acct: 7.13 (7.13)  time: 0.3820  data: 0.0003
[11-17 06:37:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [   0/1669]  eta: 0:10:36  tlr: 0.0001  tnm: 0.37  Lm: 5.870 (5.870)  Lt: 5.242 (5.242)  Accm: 4.55 (4.55)  Acct: 7.09 (7.09)  time: 0.3814  data: 0.0002
[11-17 06:40:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [ 417/1669]  eta: 0:08:58  tlr: 0.0001  tnm: 0.39  Lm: 5.883 (5.883)  Lt: 5.258 (5.258)  Accm: 4.35 (4.35)  Acct: 6.44 (6.44)  time: 0.4546  data: 0.0003
[11-17 06:40:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [ 417/1669]  eta: 0:08:58  tlr: 0.0001  tnm: 0.39  Lm: 6.006 (6.006)  Lt: 5.397 (5.397)  Accm: 3.90 (3.90)  Acct: 5.90 (5.90)  time: 0.4546  data: 0.0002
[11-17 06:40:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [ 417/1669]  eta: 0:08:58  tlr: 0.0001  tnm: 0.39  Lm: 5.944 (5.944)  Lt: 5.338 (5.338)  Accm: 4.08 (4.08)  Acct: 6.28 (6.28)  time: 0.4546  data: 0.0002
[11-17 06:40:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [ 417/1669]  eta: 0:08:58  tlr: 0.0001  tnm: 0.39  Lm: 5.873 (5.873)  Lt: 5.236 (5.236)  Accm: 4.16 (4.16)  Acct: 6.23 (6.23)  time: 0.4546  data: 0.0002
[11-17 06:42:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.0001  tnm: 0.43  Lm: 5.894 (5.883)  Lt: 5.241 (5.241)  Accm: 4.15 (4.13)  Acct: 6.39 (6.30)  time: 0.4057  data: 0.0002
[11-17 06:42:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.0001  tnm: 0.43  Lm: 5.978 (5.997)  Lt: 5.374 (5.389)  Accm: 3.96 (3.92)  Acct: 5.91 (5.99)  time: 0.4057  data: 0.0003
[11-17 06:42:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.0001  tnm: 0.43  Lm: 5.896 (5.910)  Lt: 5.274 (5.301)  Accm: 4.14 (4.16)  Acct: 5.79 (6.16)  time: 0.4057  data: 0.0002
[11-17 06:42:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [ 834/1669]  eta: 0:05:57  tlr: 0.0001  tnm: 0.43  Lm: 6.024 (5.971)  Lt: 5.405 (5.368)  Accm: 3.85 (4.01)  Acct: 6.22 (6.26)  time: 0.4057  data: 0.0003
[11-17 06:45:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.37  Lm: 5.944 (5.934)  Lt: 5.338 (5.321)  Accm: 4.22 (4.15)  Acct: 6.67 (6.50)  time: 0.4114  data: 0.0002
[11-17 06:45:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.37  Lm: 5.994 (6.000)  Lt: 5.382 (5.390)  Accm: 3.99 (4.00)  Acct: 6.03 (6.09)  time: 0.4114  data: 0.0002
[11-17 06:45:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.37  Lm: 5.910 (5.913)  Lt: 5.286 (5.300)  Accm: 4.10 (4.13)  Acct: 6.00 (6.17)  time: 0.4114  data: 0.0002
[11-17 06:45:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [1251/1669]  eta: 0:02:58  tlr: 0.0001  tnm: 0.37  Lm: 5.898 (5.909)  Lt: 5.246 (5.266)  Accm: 4.12 (3.97)  Acct: 6.23 (6.07)  time: 0.4114  data: 0.0003
[11-17 06:48:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.38  Lm: 5.894 (5.895)  Lt: 5.241 (5.256)  Accm: 4.15 (4.05)  Acct: 6.39 (6.15)  time: 0.4106  data: 0.0020
[11-17 06:48:51] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 133/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 06:48:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.38  Lm: 5.864 (5.911)  Lt: 5.270 (5.293)  Accm: 4.58 (4.25)  Acct: 7.02 (6.61)  time: 0.4106  data: 0.0019
[11-17 06:48:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.38  Lm: 5.924 (5.924)  Lt: 5.297 (5.302)  Accm: 4.11 (4.13)  Acct: 6.22 (6.18)  time: 0.4106  data: 0.0016
[11-17 06:48:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 133/350]  [1668/1669]  eta: 0:00:00  tlr: 0.0001  tnm: 0.38  Lm: 6.009 (6.015)  Lt: 5.391 (5.413)  Accm: 3.96 (3.89)  Acct: 5.91 (5.87)  time: 0.4106  data: 0.0021
[11-17 06:48:51] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 133/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 06:48:51] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 133/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 06:48:51] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 133/350]   Total time:      0:11:49   (0.425 s / it)
[11-17 06:48:51] (/home/user/VAR/train.py , line 276)=>      [ep133]  (training )  Lm: 5.914 (5.929), Lt: 5.280 (5.302),  Acc m&t: 4.19 6.38,  Remain: 1 day, 17:43:33,  Finish: 2024-11-18 08:32
[11-17 06:48:51] (/home/user/VAR/train.py , line 276)=>      [ep133]  (training )  Lm: 5.914 (5.929), Lt: 5.280 (5.302),  Acc m&t: 4.19 6.38,  Remain: 1 day, 17:45:35,  Finish: 2024-11-18 08:34
[11-17 06:48:51] (/home/user/VAR/train.py , line 276)=>      [ep133]  (training )  Lm: 5.914 (5.929), Lt: 5.280 (5.302),  Acc m&t: 4.19 6.38,  Remain: 1 day, 17:45:22,  Finish: 2024-11-18 08:34
[11-17 06:48:51] (/home/user/VAR/train.py , line 276)=>      [ep133]  (training )  Lm: 5.914 (5.929), Lt: 5.280 (5.302),  Acc m&t: 4.19 6.38,  Remain: 1 day, 17:43:52,  Finish: 2024-11-18 08:32
[11-17 06:48:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [   0/1669]  eta: 0:11:11  tlr: 0.0001  tnm: 0.39  Lm: 5.939 (5.939)  Lt: 5.321 (5.321)  Accm: 4.41 (4.41)  Acct: 6.37 (6.37)  time: 0.4026  data: 0.0003
[11-17 06:48:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [   0/1669]  eta: 0:11:18  tlr: 0.0001  tnm: 0.39  Lm: 6.006 (6.006)  Lt: 5.362 (5.362)  Accm: 3.98 (3.98)  Acct: 6.18 (6.18)  time: 0.4064  data: 0.0003
[11-17 06:48:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [   0/1669]  eta: 0:11:12  tlr: 0.0001  tnm: 0.39  Lm: 5.759 (5.759)  Lt: 5.091 (5.091)  Accm: 4.84 (4.84)  Acct: 7.58 (7.58)  time: 0.4030  data: 0.0004
[11-17 06:48:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [   0/1669]  eta: 0:11:19  tlr: 0.0001  tnm: 0.39  Lm: 5.836 (5.836)  Lt: 5.219 (5.219)  Accm: 4.33 (4.33)  Acct: 6.51 (6.51)  time: 0.4068  data: 0.0004
[11-17 06:51:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [ 417/1669]  eta: 0:09:05  tlr: 0.0001  tnm: 0.36  Lm: 5.894 (5.894)  Lt: 5.262 (5.262)  Accm: 4.22 (4.22)  Acct: 6.40 (6.40)  time: 0.4508  data: 0.0002
[11-17 06:51:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [ 417/1669]  eta: 0:09:05  tlr: 0.0001  tnm: 0.36  Lm: 5.851 (5.851)  Lt: 5.207 (5.207)  Accm: 4.51 (4.51)  Acct: 6.72 (6.72)  time: 0.4508  data: 0.0002
[11-17 06:51:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [ 417/1669]  eta: 0:09:05  tlr: 0.0001  tnm: 0.36  Lm: 5.938 (5.938)  Lt: 5.290 (5.290)  Accm: 4.03 (4.03)  Acct: 6.17 (6.17)  time: 0.4508  data: 0.0003
[11-17 06:51:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [ 417/1669]  eta: 0:09:05  tlr: 0.0001  tnm: 0.36  Lm: 5.828 (5.828)  Lt: 5.193 (5.193)  Accm: 4.51 (4.51)  Acct: 6.98 (6.98)  time: 0.4508  data: 0.0002
[11-17 06:54:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [ 834/1669]  eta: 0:06:02  tlr: 0.0001  tnm: 0.40  Lm: 5.897 (5.876)  Lt: 5.295 (5.247)  Accm: 4.18 (4.34)  Acct: 6.39 (6.67)  time: 0.4505  data: 0.0002
[11-17 06:54:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [ 834/1669]  eta: 0:06:02  tlr: 0.0001  tnm: 0.40  Lm: 5.919 (5.902)  Lt: 5.291 (5.272)  Accm: 4.15 (4.20)  Acct: 6.34 (6.38)  time: 0.4505  data: 0.0003
[11-17 06:54:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [ 834/1669]  eta: 0:06:02  tlr: 0.0001  tnm: 0.40  Lm: 5.926 (5.876)  Lt: 5.291 (5.235)  Accm: 4.59 (4.54)  Acct: 6.77 (6.74)  time: 0.4505  data: 0.0002
[11-17 06:54:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [ 834/1669]  eta: 0:06:02  tlr: 0.0001  tnm: 0.40  Lm: 5.891 (5.922)  Lt: 5.263 (5.281)  Accm: 4.07 (4.06)  Acct: 6.18 (6.22)  time: 0.4505  data: 0.0002
[11-17 06:57:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [1251/1669]  eta: 0:03:00  tlr: 0.0001  tnm: 0.36  Lm: 5.886 (5.912)  Lt: 5.264 (5.277)  Accm: 4.10 (4.13)  Acct: 6.24 (6.27)  time: 0.4554  data: 0.0002
[11-17 06:57:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [1251/1669]  eta: 0:03:00  tlr: 0.0001  tnm: 0.36  Lm: 5.932 (5.899)  Lt: 5.325 (5.276)  Accm: 4.09 (4.23)  Acct: 6.22 (6.50)  time: 0.4554  data: 0.0004
[11-17 06:57:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [1251/1669]  eta: 0:03:00  tlr: 0.0001  tnm: 0.36  Lm: 5.903 (5.877)  Lt: 5.273 (5.240)  Accm: 4.51 (4.51)  Acct: 6.74 (6.73)  time: 0.4554  data: 0.0002
[11-17 06:57:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [1251/1669]  eta: 0:03:00  tlr: 0.0001  tnm: 0.36  Lm: 5.906 (5.900)  Lt: 5.268 (5.265)  Accm: 4.13 (4.18)  Acct: 6.41 (6.41)  time: 0.4554  data: 0.0002
[11-17 07:00:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [1668/1669]  eta: 0:00:00  tlr: 9.9e-05  tnm: 0.38  Lm: 5.892 (5.885)  Lt: 5.244 (5.255)  Accm: 4.15 (4.29)  Acct: 6.49 (6.47)  time: 0.5033  data: 0.0016
[11-17 07:00:50] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 134/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 07:00:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [1668/1669]  eta: 0:00:00  tlr: 9.9e-05  tnm: 0.38  Lm: 5.879 (5.877)  Lt: 5.282 (5.249)  Accm: 4.44 (4.47)  Acct: 6.71 (6.66)  time: 0.5034  data: 0.0019
[11-17 07:00:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [1668/1669]  eta: 0:00:00  tlr: 9.9e-05  tnm: 0.38  Lm: 5.963 (5.912)  Lt: 5.329 (5.287)  Accm: 4.00 (4.18)  Acct: 6.11 (6.42)  time: 0.5033  data: 0.0016
[11-17 07:00:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 134/350]  [1668/1669]  eta: 0:00:00  tlr: 9.9e-05  tnm: 0.38  Lm: 5.880 (5.900)  Lt: 5.263 (5.267)  Accm: 4.12 (4.24)  Acct: 6.30 (6.48)  time: 0.5034  data: 0.0018
[11-17 07:00:50] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 134/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 07:00:50] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 134/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 07:00:50] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 134/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 07:00:50] (/home/user/VAR/train.py , line 276)=>      [ep134]  (training )  Lm: 5.914 (5.921), Lt: 5.280 (5.285),  Acc m&t: 4.19 6.38,  Remain: 1 day, 18:01:16,  Finish: 2024-11-18 09:02
[11-17 07:00:50] (/home/user/VAR/train.py , line 276)=>      [ep134]  (training )  Lm: 5.914 (5.921), Lt: 5.280 (5.285),  Acc m&t: 4.19 6.38,  Remain: 1 day, 18:02:41,  Finish: 2024-11-18 09:03
[11-17 07:00:50] (/home/user/VAR/train.py , line 276)=>      [ep134]  (training )  Lm: 5.914 (5.921), Lt: 5.280 (5.285),  Acc m&t: 4.19 6.38,  Remain: 1 day, 18:03:13,  Finish: 2024-11-18 09:04
[11-17 07:00:50] (/home/user/VAR/train.py , line 276)=>      [ep134]  (training )  Lm: 5.914 (5.921), Lt: 5.280 (5.285),  Acc m&t: 4.19 6.38,  Remain: 1 day, 18:03:22,  Finish: 2024-11-18 09:04
[11-17 07:00:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [   0/1669]  eta: 0:10:25  tlr: 9.9e-05  tnm: 0.37  Lm: 5.971 (5.971)  Lt: 5.348 (5.348)  Accm: 3.96 (3.96)  Acct: 6.03 (6.03)  time: 0.3746  data: 0.0003
[11-17 07:00:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [   0/1669]  eta: 0:10:25  tlr: 9.9e-05  tnm: 0.37  Lm: 5.979 (5.979)  Lt: 5.345 (5.345)  Accm: 3.99 (3.99)  Acct: 6.23 (6.23)  time: 0.3747  data: 0.0003
[11-17 07:00:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [   0/1669]  eta: 0:10:25  tlr: 9.9e-05  tnm: 0.37  Lm: 6.016 (6.016)  Lt: 5.414 (5.414)  Accm: 3.94 (3.94)  Acct: 5.94 (5.94)  time: 0.3747  data: 0.0004
[11-17 07:00:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [   0/1669]  eta: 0:10:34  tlr: 9.9e-05  tnm: 0.37  Lm: 6.017 (6.017)  Lt: 5.372 (5.372)  Accm: 3.66 (3.66)  Acct: 5.92 (5.92)  time: 0.3799  data: 0.0004
[11-17 07:03:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [ 417/1669]  eta: 0:08:58  tlr: 9.9e-05  tnm: 0.41  Lm: 5.958 (5.958)  Lt: 5.311 (5.311)  Accm: 4.12 (4.12)  Acct: 6.51 (6.51)  time: 0.4069  data: 0.0002
[11-17 07:03:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [ 417/1669]  eta: 0:08:58  tlr: 9.9e-05  tnm: 0.41  Lm: 5.944 (5.944)  Lt: 5.305 (5.305)  Accm: 4.01 (4.01)  Acct: 6.16 (6.16)  time: 0.4069  data: 0.0002
[11-17 07:03:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [ 417/1669]  eta: 0:08:58  tlr: 9.9e-05  tnm: 0.41  Lm: 5.885 (5.885)  Lt: 5.255 (5.255)  Accm: 4.22 (4.22)  Acct: 6.18 (6.18)  time: 0.4069  data: 0.0002
[11-17 07:03:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [ 417/1669]  eta: 0:08:58  tlr: 9.9e-05  tnm: 0.41  Lm: 5.935 (5.935)  Lt: 5.326 (5.326)  Accm: 4.25 (4.25)  Acct: 6.40 (6.40)  time: 0.4069  data: 0.0002
[11-17 07:06:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [ 834/1669]  eta: 0:05:58  tlr: 9.9e-05  tnm: 0.35  Lm: 5.992 (5.954)  Lt: 5.402 (5.352)  Accm: 3.94 (4.09)  Acct: 5.94 (6.15)  time: 0.4578  data: 0.0002
[11-17 07:06:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [ 834/1669]  eta: 0:05:58  tlr: 9.9e-05  tnm: 0.35  Lm: 5.910 (5.908)  Lt: 5.265 (5.279)  Accm: 4.04 (4.18)  Acct: 6.23 (6.24)  time: 0.4578  data: 0.0002
[11-17 07:06:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [ 834/1669]  eta: 0:05:58  tlr: 9.9e-05  tnm: 0.35  Lm: 6.017 (5.981)  Lt: 5.372 (5.340)  Accm: 3.96 (4.07)  Acct: 6.34 (6.45)  time: 0.4579  data: 0.0002
[11-17 07:06:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [ 834/1669]  eta: 0:05:58  tlr: 9.9e-05  tnm: 0.35  Lm: 5.953 (5.908)  Lt: 5.348 (5.295)  Accm: 3.96 (4.06)  Acct: 6.03 (5.94)  time: 0.4578  data: 0.0002
[11-17 07:09:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [1251/1669]  eta: 0:02:59  tlr: 9.9e-05  tnm: 0.37  Lm: 5.929 (5.907)  Lt: 5.301 (5.284)  Accm: 4.12 (4.12)  Acct: 6.18 (6.13)  time: 0.4526  data: 0.0002
[11-17 07:09:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [1251/1669]  eta: 0:02:59  tlr: 9.9e-05  tnm: 0.37  Lm: 5.922 (5.915)  Lt: 5.305 (5.296)  Accm: 4.01 (4.11)  Acct: 6.16 (6.16)  time: 0.4527  data: 0.0002
[11-17 07:09:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [1251/1669]  eta: 0:02:59  tlr: 9.9e-05  tnm: 0.37  Lm: 5.988 (5.962)  Lt: 5.391 (5.359)  Accm: 3.86 (4.01)  Acct: 5.79 (6.00)  time: 0.4527  data: 0.0002
[11-17 07:09:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [1251/1669]  eta: 0:02:59  tlr: 9.9e-05  tnm: 0.37  Lm: 5.958 (5.947)  Lt: 5.311 (5.316)  Accm: 4.26 (4.19)  Acct: 6.59 (6.55)  time: 0.4527  data: 0.0003
[11-17 07:12:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [1668/1669]  eta: 0:00:00  tlr: 9.9e-05  tnm: 0.37  Lm: 5.908 (5.939)  Lt: 5.250 (5.302)  Accm: 4.28 (4.21)  Acct: 6.56 (6.55)  time: 0.4968  data: 0.0016
[11-17 07:12:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 135/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 07:12:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [1668/1669]  eta: 0:00:00  tlr: 9.9e-05  tnm: 0.37  Lm: 5.985 (5.953)  Lt: 5.380 (5.350)  Accm: 3.94 (4.08)  Acct: 5.94 (6.10)  time: 0.4968  data: 0.0019
[11-17 07:12:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [1668/1669]  eta: 0:00:00  tlr: 9.9e-05  tnm: 0.37  Lm: 5.910 (5.908)  Lt: 5.265 (5.283)  Accm: 4.04 (4.19)  Acct: 6.23 (6.35)  time: 0.4968  data: 0.0019
[11-17 07:12:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 135/350]  [1668/1669]  eta: 0:00:00  tlr: 9.9e-05  tnm: 0.37  Lm: 5.946 (5.915)  Lt: 5.253 (5.278)  Accm: 4.27 (4.15)  Acct: 6.34 (6.24)  time: 0.4968  data: 0.0017
[11-17 07:12:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 135/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 07:12:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 135/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 07:12:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 135/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 07:12:49] (/home/user/VAR/train.py , line 276)=>      [ep135]  (training )  Lm: 5.911 (5.911), Lt: 5.277 (5.277),  Acc m&t: 4.19 6.38,  Remain: 1 day, 17:15:51,  Finish: 2024-11-18 08:28
[11-17 07:12:49] (/home/user/VAR/train.py , line 276)=>      [ep135]  (training )  Lm: 5.911 (5.911), Lt: 5.277 (5.277),  Acc m&t: 4.19 6.38,  Remain: 1 day, 17:15:22,  Finish: 2024-11-18 08:28
[11-17 07:12:49] (/home/user/VAR/train.py , line 276)=>      [ep135]  (training )  Lm: 5.911 (5.911), Lt: 5.277 (5.277),  Acc m&t: 4.19 6.38,  Remain: 1 day, 17:15:49,  Finish: 2024-11-18 08:28
[11-17 07:12:49] (/home/user/VAR/train.py , line 276)=>      [ep135]  (training )  Lm: 5.911 (5.911), Lt: 5.277 (5.277),  Acc m&t: 4.19 6.38,  Remain: 1 day, 17:15:27,  Finish: 2024-11-18 08:28
[11-17 07:12:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [   0/1669]  eta: 0:10:19  tlr: 9.9e-05  tnm: 0.42  Lm: 5.861 (5.861)  Lt: 5.202 (5.202)  Accm: 4.25 (4.25)  Acct: 6.53 (6.53)  time: 0.3710  data: 0.0004
[11-17 07:12:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [   0/1669]  eta: 0:11:19  tlr: 9.9e-05  tnm: 0.42  Lm: 5.925 (5.925)  Lt: 5.282 (5.282)  Accm: 4.16 (4.16)  Acct: 6.22 (6.22)  time: 0.4069  data: 0.0004
[11-17 07:12:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [   0/1669]  eta: 0:11:28  tlr: 9.9e-05  tnm: 0.42  Lm: 5.967 (5.967)  Lt: 5.333 (5.333)  Accm: 4.10 (4.10)  Acct: 6.47 (6.47)  time: 0.4126  data: 0.0004
[11-17 07:12:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [   0/1669]  eta: 0:11:29  tlr: 9.9e-05  tnm: 0.42  Lm: 5.897 (5.897)  Lt: 5.264 (5.264)  Accm: 4.12 (4.12)  Acct: 6.25 (6.25)  time: 0.4133  data: 0.0004
[11-17 07:15:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [ 417/1669]  eta: 0:08:47  tlr: 9.9e-05  tnm: 0.41  Lm: 5.886 (5.886)  Lt: 5.279 (5.279)  Accm: 4.23 (4.23)  Acct: 6.38 (6.38)  time: 0.4042  data: 0.0002
[11-17 07:15:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [ 417/1669]  eta: 0:08:47  tlr: 9.9e-05  tnm: 0.41  Lm: 5.821 (5.821)  Lt: 5.179 (5.179)  Accm: 4.65 (4.65)  Acct: 7.30 (7.30)  time: 0.4042  data: 0.0002
[11-17 07:15:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [ 417/1669]  eta: 0:08:47  tlr: 9.9e-05  tnm: 0.41  Lm: 5.936 (5.936)  Lt: 5.296 (5.296)  Accm: 4.05 (4.05)  Acct: 6.13 (6.13)  time: 0.4042  data: 0.0002
[11-17 07:15:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [ 417/1669]  eta: 0:08:47  tlr: 9.9e-05  tnm: 0.41  Lm: 5.836 (5.836)  Lt: 5.193 (5.193)  Accm: 4.13 (4.13)  Acct: 6.29 (6.29)  time: 0.4042  data: 0.0002
[11-17 07:18:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [ 834/1669]  eta: 0:05:51  tlr: 9.9e-05  tnm: 0.38  Lm: 5.861 (5.875)  Lt: 5.202 (5.240)  Accm: 4.01 (4.01)  Acct: 6.06 (6.13)  time: 0.4548  data: 0.0002
[11-17 07:18:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [ 834/1669]  eta: 0:05:51  tlr: 9.9e-05  tnm: 0.38  Lm: 5.939 (5.860)  Lt: 5.299 (5.219)  Accm: 4.31 (4.53)  Acct: 6.47 (6.96)  time: 0.4548  data: 0.0002
[11-17 07:18:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [ 834/1669]  eta: 0:05:51  tlr: 9.9e-05  tnm: 0.38  Lm: 5.925 (5.928)  Lt: 5.282 (5.286)  Accm: 4.16 (4.09)  Acct: 6.22 (6.19)  time: 0.4548  data: 0.0002
[11-17 07:18:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [ 834/1669]  eta: 0:05:51  tlr: 9.9e-05  tnm: 0.38  Lm: 5.875 (5.877)  Lt: 5.264 (5.252)  Accm: 4.35 (4.35)  Acct: 6.51 (6.55)  time: 0.4548  data: 0.0002
[11-17 07:21:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [1251/1669]  eta: 0:02:57  tlr: 9.9e-05  tnm: 0.37  Lm: 5.871 (5.875)  Lt: 5.250 (5.248)  Accm: 4.31 (4.33)  Acct: 6.43 (6.50)  time: 0.4086  data: 0.0003
[11-17 07:21:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [1251/1669]  eta: 0:02:57  tlr: 9.9e-05  tnm: 0.37  Lm: 5.945 (5.883)  Lt: 5.302 (5.241)  Accm: 4.20 (4.40)  Acct: 6.38 (6.73)  time: 0.4086  data: 0.0002
[11-17 07:21:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [1251/1669]  eta: 0:02:57  tlr: 9.9e-05  tnm: 0.37  Lm: 5.936 (5.933)  Lt: 5.283 (5.285)  Accm: 4.13 (4.09)  Acct: 6.21 (6.19)  time: 0.4086  data: 0.0002
[11-17 07:21:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [1251/1669]  eta: 0:02:57  tlr: 9.9e-05  tnm: 0.37  Lm: 5.907 (5.919)  Lt: 5.268 (5.288)  Accm: 3.92 (3.97)  Acct: 5.93 (6.04)  time: 0.4086  data: 0.0002
[11-17 07:24:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [1668/1669]  eta: 0:00:00  tlr: 9.9e-05  tnm: 0.40  Lm: 5.861 (5.905)  Lt: 5.226 (5.276)  Accm: 4.01 (4.05)  Acct: 6.06 (6.14)  time: 0.4097  data: 0.0014
[11-17 07:24:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 136/350]   Total time:      0:11:51   (0.427 s / it)
[11-17 07:24:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [1668/1669]  eta: 0:00:00  tlr: 9.9e-05  tnm: 0.40  Lm: 5.868 (5.863)  Lt: 5.236 (5.234)  Accm: 4.35 (4.37)  Acct: 6.51 (6.58)  time: 0.4097  data: 0.0015
[11-17 07:24:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [1668/1669]  eta: 0:00:00  tlr: 9.9e-05  tnm: 0.40  Lm: 5.948 (5.949)  Lt: 5.284 (5.310)  Accm: 4.11 (3.98)  Acct: 6.20 (6.03)  time: 0.4097  data: 0.0020
[11-17 07:24:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 136/350]  [1668/1669]  eta: 0:00:00  tlr: 9.9e-05  tnm: 0.40  Lm: 5.939 (5.854)  Lt: 5.299 (5.209)  Accm: 4.31 (4.50)  Acct: 6.47 (6.88)  time: 0.4097  data: 0.0016
[11-17 07:24:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 136/350]   Total time:      0:11:51   (0.427 s / it)
[11-17 07:24:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 136/350]   Total time:      0:11:51   (0.427 s / it)
[11-17 07:24:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 136/350]   Total time:      0:11:51   (0.427 s / it)
[11-17 07:24:41] (/home/user/VAR/train.py , line 276)=>      [ep136]  (training )  Lm: 5.906 (5.906), Lt: 5.272 (5.272),  Acc m&t: 4.19 6.38,  Remain: 1 day, 17:00:58,  Finish: 2024-11-18 08:25
[11-17 07:24:41] (/home/user/VAR/train.py , line 276)=>      [ep136]  (training )  Lm: 5.906 (5.906), Lt: 5.272 (5.272),  Acc m&t: 4.19 6.38,  Remain: 1 day, 17:00:03,  Finish: 2024-11-18 08:24
[11-17 07:24:41] (/home/user/VAR/train.py , line 276)=>      [ep136]  (training )  Lm: 5.906 (5.906), Lt: 5.272 (5.272),  Acc m&t: 4.19 6.38,  Remain: 1 day, 17:00:59,  Finish: 2024-11-18 08:25
[11-17 07:24:41] (/home/user/VAR/train.py , line 276)=>      [ep136]  (training )  Lm: 5.906 (5.906), Lt: 5.272 (5.272),  Acc m&t: 4.19 6.38,  Remain: 1 day, 17:01:28,  Finish: 2024-11-18 08:26
[11-17 07:24:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [   0/1669]  eta: 0:10:07  tlr: 9.9e-05  tnm: 0.36  Lm: 5.892 (5.892)  Lt: 5.242 (5.242)  Accm: 4.31 (4.31)  Acct: 6.49 (6.49)  time: 0.3642  data: 0.0003
[11-17 07:24:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [   0/1669]  eta: 0:10:08  tlr: 9.9e-05  tnm: 0.36  Lm: 5.967 (5.967)  Lt: 5.347 (5.347)  Accm: 3.90 (3.90)  Acct: 5.89 (5.89)  time: 0.3649  data: 0.0004
[11-17 07:24:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [   0/1669]  eta: 0:10:09  tlr: 9.9e-05  tnm: 0.36  Lm: 5.954 (5.954)  Lt: 5.342 (5.342)  Accm: 4.20 (4.20)  Acct: 6.44 (6.44)  time: 0.3652  data: 0.0004
[11-17 07:24:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [   0/1669]  eta: 0:10:08  tlr: 9.9e-05  tnm: 0.36  Lm: 5.880 (5.880)  Lt: 5.279 (5.279)  Accm: 4.44 (4.44)  Acct: 6.61 (6.61)  time: 0.3649  data: 0.0004
[11-17 07:27:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [ 417/1669]  eta: 0:09:08  tlr: 9.8e-05  tnm: 0.41  Lm: 5.888 (5.888)  Lt: 5.265 (5.265)  Accm: 4.36 (4.36)  Acct: 6.64 (6.64)  time: 0.4544  data: 0.0002
[11-17 07:27:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [ 417/1669]  eta: 0:09:08  tlr: 9.8e-05  tnm: 0.41  Lm: 5.850 (5.850)  Lt: 5.242 (5.242)  Accm: 4.43 (4.43)  Acct: 6.68 (6.68)  time: 0.4544  data: 0.0003
[11-17 07:27:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [ 417/1669]  eta: 0:09:08  tlr: 9.8e-05  tnm: 0.41  Lm: 5.853 (5.853)  Lt: 5.213 (5.213)  Accm: 4.43 (4.43)  Acct: 6.61 (6.61)  time: 0.4544  data: 0.0002
[11-17 07:27:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [ 417/1669]  eta: 0:09:08  tlr: 9.8e-05  tnm: 0.41  Lm: 5.942 (5.942)  Lt: 5.316 (5.316)  Accm: 3.98 (3.98)  Acct: 6.14 (6.14)  time: 0.4544  data: 0.0002
[11-17 07:30:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [ 834/1669]  eta: 0:05:58  tlr: 9.8e-05  tnm: 0.41  Lm: 5.916 (5.929)  Lt: 5.284 (5.299)  Accm: 4.06 (4.12)  Acct: 6.39 (6.36)  time: 0.4060  data: 0.0002
[11-17 07:30:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [ 834/1669]  eta: 0:05:58  tlr: 9.8e-05  tnm: 0.41  Lm: 5.892 (5.877)  Lt: 5.242 (5.228)  Accm: 4.31 (4.30)  Acct: 6.49 (6.51)  time: 0.4060  data: 0.0002
[11-17 07:30:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [ 834/1669]  eta: 0:05:58  tlr: 9.8e-05  tnm: 0.41  Lm: 5.923 (5.874)  Lt: 5.271 (5.251)  Accm: 4.25 (4.37)  Acct: 6.65 (6.67)  time: 0.4060  data: 0.0002
[11-17 07:30:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [ 834/1669]  eta: 0:05:58  tlr: 9.8e-05  tnm: 0.41  Lm: 5.896 (5.930)  Lt: 5.279 (5.299)  Accm: 4.27 (4.15)  Acct: 6.61 (6.31)  time: 0.4060  data: 0.0002
[11-17 07:33:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [1251/1669]  eta: 0:02:59  tlr: 9.8e-05  tnm: 0.37  Lm: 5.923 (5.935)  Lt: 5.312 (5.310)  Accm: 4.03 (4.06)  Acct: 6.29 (6.23)  time: 0.4471  data: 0.0002
[11-17 07:33:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [1251/1669]  eta: 0:02:59  tlr: 9.8e-05  tnm: 0.37  Lm: 5.917 (5.926)  Lt: 5.276 (5.292)  Accm: 4.12 (4.13)  Acct: 6.47 (6.41)  time: 0.4471  data: 0.0002
[11-17 07:33:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [1251/1669]  eta: 0:02:59  tlr: 9.8e-05  tnm: 0.37  Lm: 5.861 (5.855)  Lt: 5.234 (5.238)  Accm: 4.44 (4.44)  Acct: 6.78 (6.75)  time: 0.4471  data: 0.0002
[11-17 07:33:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [1251/1669]  eta: 0:02:59  tlr: 9.8e-05  tnm: 0.37  Lm: 5.867 (5.868)  Lt: 5.220 (5.221)  Accm: 4.34 (4.32)  Acct: 6.54 (6.53)  time: 0.4471  data: 0.0003
[11-17 07:36:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [1668/1669]  eta: 0:00:00  tlr: 9.8e-05  tnm: 0.41  Lm: 5.842 (5.842)  Lt: 5.198 (5.196)  Accm: 4.38 (4.49)  Acct: 6.59 (6.64)  time: 0.4086  data: 0.0015
[11-17 07:36:35] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 137/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 07:36:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [1668/1669]  eta: 0:00:00  tlr: 9.8e-05  tnm: 0.41  Lm: 5.916 (5.923)  Lt: 5.269 (5.287)  Accm: 4.17 (4.19)  Acct: 6.56 (6.46)  time: 0.4086  data: 0.0014
[11-17 07:36:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [1668/1669]  eta: 0:00:00  tlr: 9.8e-05  tnm: 0.41  Lm: 5.898 (5.928)  Lt: 5.286 (5.305)  Accm: 4.27 (4.13)  Acct: 6.61 (6.35)  time: 0.4086  data: 0.0015
[11-17 07:36:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 137/350]  [1668/1669]  eta: 0:00:00  tlr: 9.8e-05  tnm: 0.41  Lm: 5.923 (5.874)  Lt: 5.271 (5.246)  Accm: 4.25 (4.34)  Acct: 6.65 (6.68)  time: 0.4086  data: 0.0017
[11-17 07:36:35] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 137/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 07:36:35] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 137/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 07:36:35] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 137/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 07:36:35] (/home/user/VAR/train.py , line 276)=>      [ep137]  (training )  Lm: 5.903 (5.903), Lt: 5.268 (5.268),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:50:32,  Finish: 2024-11-18 08:27
[11-17 07:36:35] (/home/user/VAR/train.py , line 276)=>      [ep137]  (training )  Lm: 5.903 (5.903), Lt: 5.268 (5.268),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:49:03,  Finish: 2024-11-18 08:25
[11-17 07:36:35] (/home/user/VAR/train.py , line 276)=>      [ep137]  (training )  Lm: 5.903 (5.903), Lt: 5.268 (5.268),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:49:05,  Finish: 2024-11-18 08:25
[11-17 07:36:35] (/home/user/VAR/train.py , line 276)=>      [ep137]  (training )  Lm: 5.903 (5.903), Lt: 5.268 (5.268),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:48:50,  Finish: 2024-11-18 08:25
[11-17 07:36:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [   0/1669]  eta: 0:10:35  tlr: 9.8e-05  tnm: 0.36  Lm: 5.980 (5.980)  Lt: 5.396 (5.396)  Accm: 3.70 (3.70)  Acct: 5.42 (5.42)  time: 0.3806  data: 0.0004
[11-17 07:36:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [   0/1669]  eta: 0:10:35  tlr: 9.8e-05  tnm: 0.36  Lm: 5.937 (5.937)  Lt: 5.313 (5.313)  Accm: 4.45 (4.45)  Acct: 6.73 (6.73)  time: 0.3809  data: 0.0003
[11-17 07:36:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [   0/1669]  eta: 0:10:29  tlr: 9.8e-05  tnm: 0.36  Lm: 5.896 (5.896)  Lt: 5.207 (5.207)  Accm: 4.17 (4.17)  Acct: 6.70 (6.70)  time: 0.3770  data: 0.0004
[11-17 07:36:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [   0/1669]  eta: 0:10:36  tlr: 9.8e-05  tnm: 0.36  Lm: 5.947 (5.947)  Lt: 5.359 (5.359)  Accm: 3.88 (3.88)  Acct: 5.99 (5.99)  time: 0.3814  data: 0.0004
[11-17 07:39:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [ 417/1669]  eta: 0:09:05  tlr: 9.8e-05  tnm: 0.38  Lm: 5.967 (5.967)  Lt: 5.373 (5.373)  Accm: 3.87 (3.87)  Acct: 5.85 (5.85)  time: 0.4454  data: 0.0002
[11-17 07:39:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [ 417/1669]  eta: 0:09:05  tlr: 9.8e-05  tnm: 0.38  Lm: 5.965 (5.965)  Lt: 5.356 (5.356)  Accm: 3.80 (3.80)  Acct: 5.60 (5.60)  time: 0.4454  data: 0.0002
[11-17 07:39:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [ 417/1669]  eta: 0:09:05  tlr: 9.8e-05  tnm: 0.38  Lm: 5.963 (5.963)  Lt: 5.301 (5.301)  Accm: 4.05 (4.05)  Acct: 6.00 (6.00)  time: 0.4454  data: 0.0002
[11-17 07:39:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [ 417/1669]  eta: 0:09:05  tlr: 9.8e-05  tnm: 0.38  Lm: 5.942 (5.942)  Lt: 5.312 (5.312)  Accm: 4.17 (4.17)  Acct: 6.31 (6.31)  time: 0.4454  data: 0.0002
[11-17 07:42:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [ 834/1669]  eta: 0:06:00  tlr: 9.8e-05  tnm: 0.38  Lm: 5.937 (5.921)  Lt: 5.311 (5.293)  Accm: 4.43 (4.25)  Acct: 6.46 (6.36)  time: 0.4065  data: 0.0002
[11-17 07:42:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [ 834/1669]  eta: 0:06:00  tlr: 9.8e-05  tnm: 0.38  Lm: 6.013 (5.980)  Lt: 5.394 (5.336)  Accm: 3.93 (4.00)  Acct: 6.27 (6.09)  time: 0.4065  data: 0.0002
[11-17 07:42:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [ 834/1669]  eta: 0:06:00  tlr: 9.8e-05  tnm: 0.38  Lm: 5.950 (5.938)  Lt: 5.317 (5.322)  Accm: 3.90 (3.96)  Acct: 5.77 (5.94)  time: 0.4065  data: 0.0002
[11-17 07:42:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [ 834/1669]  eta: 0:06:00  tlr: 9.8e-05  tnm: 0.38  Lm: 5.950 (5.962)  Lt: 5.359 (5.357)  Accm: 3.88 (4.01)  Acct: 5.99 (6.14)  time: 0.4066  data: 0.0002
[11-17 07:45:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [1251/1669]  eta: 0:02:59  tlr: 9.8e-05  tnm: 0.38  Lm: 5.949 (5.952)  Lt: 5.343 (5.347)  Accm: 4.01 (4.04)  Acct: 5.86 (6.03)  time: 0.4523  data: 0.0002
[11-17 07:45:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [1251/1669]  eta: 0:02:59  tlr: 9.8e-05  tnm: 0.38  Lm: 5.965 (5.956)  Lt: 5.350 (5.338)  Accm: 3.90 (3.95)  Acct: 5.81 (5.92)  time: 0.4523  data: 0.0002
[11-17 07:45:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [1251/1669]  eta: 0:02:59  tlr: 9.8e-05  tnm: 0.38  Lm: 5.977 (5.970)  Lt: 5.368 (5.337)  Accm: 3.93 (3.98)  Acct: 6.08 (6.04)  time: 0.4523  data: 0.0002
[11-17 07:45:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [1251/1669]  eta: 0:02:59  tlr: 9.8e-05  tnm: 0.38  Lm: 5.916 (5.915)  Lt: 5.298 (5.291)  Accm: 4.16 (4.15)  Acct: 6.17 (6.21)  time: 0.4523  data: 0.0002
[11-17 07:48:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [1668/1669]  eta: 0:00:00  tlr: 9.8e-05  tnm: 0.42  Lm: 5.937 (5.924)  Lt: 5.311 (5.304)  Accm: 3.88 (4.04)  Acct: 5.89 (6.07)  time: 0.4123  data: 0.0016
[11-17 07:48:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 138/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 07:48:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [1668/1669]  eta: 0:00:00  tlr: 9.8e-05  tnm: 0.42  Lm: 5.941 (5.950)  Lt: 5.342 (5.309)  Accm: 3.93 (4.04)  Acct: 6.27 (6.22)  time: 0.4123  data: 0.0015
[11-17 07:48:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [1668/1669]  eta: 0:00:00  tlr: 9.8e-05  tnm: 0.42  Lm: 5.969 (5.959)  Lt: 5.348 (5.340)  Accm: 3.90 (3.94)  Acct: 5.85 (5.93)  time: 0.4123  data: 0.0019
[11-17 07:48:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 138/350]  [1668/1669]  eta: 0:00:00  tlr: 9.8e-05  tnm: 0.42  Lm: 5.947 (5.941)  Lt: 5.327 (5.337)  Accm: 4.04 (4.04)  Acct: 5.99 (6.05)  time: 0.4123  data: 0.0019
[11-17 07:48:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 138/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 07:48:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 138/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 07:48:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 138/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 07:48:31] (/home/user/VAR/train.py , line 276)=>      [ep138]  (training )  Lm: 5.903 (5.916), Lt: 5.268 (5.286),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:56:44,  Finish: 2024-11-18 08:45
[11-17 07:48:31] (/home/user/VAR/train.py , line 276)=>      [ep138]  (training )  Lm: 5.903 (5.916), Lt: 5.268 (5.286),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:56:33,  Finish: 2024-11-18 08:45
[11-17 07:48:31] (/home/user/VAR/train.py , line 276)=>      [ep138]  (training )  Lm: 5.903 (5.916), Lt: 5.268 (5.286),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:56:10,  Finish: 2024-11-18 08:44
[11-17 07:48:31] (/home/user/VAR/train.py , line 276)=>      [ep138]  (training )  Lm: 5.903 (5.916), Lt: 5.268 (5.286),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:56:30,  Finish: 2024-11-18 08:45
[11-17 07:48:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [   0/1669]  eta: 0:10:08  tlr: 9.8e-05  tnm: 0.37  Lm: 5.791 (5.791)  Lt: 5.159 (5.159)  Accm: 4.57 (4.57)  Acct: 6.84 (6.84)  time: 0.3649  data: 0.0003
[11-17 07:48:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [   0/1669]  eta: 0:10:08  tlr: 9.8e-05  tnm: 0.37  Lm: 5.970 (5.970)  Lt: 5.389 (5.389)  Accm: 3.90 (3.90)  Acct: 5.53 (5.53)  time: 0.3648  data: 0.0003
[11-17 07:48:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [   0/1669]  eta: 0:10:09  tlr: 9.8e-05  tnm: 0.37  Lm: 6.027 (6.027)  Lt: 5.416 (5.416)  Accm: 3.52 (3.52)  Acct: 5.34 (5.34)  time: 0.3650  data: 0.0004
[11-17 07:48:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [   0/1669]  eta: 0:10:08  tlr: 9.8e-05  tnm: 0.37  Lm: 5.846 (5.846)  Lt: 5.224 (5.224)  Accm: 4.25 (4.25)  Acct: 6.65 (6.65)  time: 0.3646  data: 0.0004
[11-17 07:51:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [ 417/1669]  eta: 0:08:59  tlr: 9.8e-05  tnm: 0.38  Lm: 5.897 (5.897)  Lt: 5.267 (5.267)  Accm: 4.21 (4.21)  Acct: 6.47 (6.47)  time: 0.4973  data: 0.0002
[11-17 07:51:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [ 417/1669]  eta: 0:08:59  tlr: 9.8e-05  tnm: 0.38  Lm: 5.956 (5.956)  Lt: 5.323 (5.323)  Accm: 3.96 (3.96)  Acct: 6.17 (6.17)  time: 0.4973  data: 0.0002
[11-17 07:51:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [ 417/1669]  eta: 0:08:59  tlr: 9.8e-05  tnm: 0.38  Lm: 5.966 (5.966)  Lt: 5.357 (5.357)  Accm: 3.88 (3.88)  Acct: 5.66 (5.66)  time: 0.4973  data: 0.0003
[11-17 07:51:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [ 417/1669]  eta: 0:08:59  tlr: 9.8e-05  tnm: 0.38  Lm: 5.915 (5.915)  Lt: 5.282 (5.282)  Accm: 4.04 (4.04)  Acct: 5.91 (5.91)  time: 0.4973  data: 0.0002
[11-17 07:54:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [ 834/1669]  eta: 0:05:59  tlr: 9.7e-05  tnm: 0.37  Lm: 5.843 (5.891)  Lt: 5.219 (5.261)  Accm: 4.52 (4.20)  Acct: 6.84 (6.22)  time: 0.5364  data: 0.0002
[11-17 07:54:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [ 834/1669]  eta: 0:05:59  tlr: 9.7e-05  tnm: 0.37  Lm: 5.885 (5.915)  Lt: 5.230 (5.280)  Accm: 4.39 (4.11)  Acct: 6.53 (6.29)  time: 0.5364  data: 0.0002
[11-17 07:54:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [ 834/1669]  eta: 0:05:59  tlr: 9.7e-05  tnm: 0.37  Lm: 5.891 (5.895)  Lt: 5.259 (5.264)  Accm: 4.18 (4.13)  Acct: 6.32 (6.42)  time: 0.5364  data: 0.0002
[11-17 07:54:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [ 834/1669]  eta: 0:05:59  tlr: 9.7e-05  tnm: 0.37  Lm: 5.962 (5.934)  Lt: 5.325 (5.330)  Accm: 3.90 (4.06)  Acct: 5.80 (5.90)  time: 0.5364  data: 0.0002
[11-17 07:57:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [1251/1669]  eta: 0:03:00  tlr: 9.7e-05  tnm: 0.37  Lm: 5.917 (5.918)  Lt: 5.300 (5.296)  Accm: 4.16 (4.18)  Acct: 6.09 (6.27)  time: 0.4163  data: 0.0002
[11-17 07:57:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [1251/1669]  eta: 0:03:01  tlr: 9.7e-05  tnm: 0.37  Lm: 5.890 (5.903)  Lt: 5.241 (5.262)  Accm: 4.21 (4.12)  Acct: 6.55 (6.23)  time: 0.4163  data: 0.0003
[11-17 07:57:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [1251/1669]  eta: 0:03:01  tlr: 9.7e-05  tnm: 0.37  Lm: 5.889 (5.893)  Lt: 5.259 (5.263)  Accm: 4.07 (4.08)  Acct: 6.30 (6.31)  time: 0.4163  data: 0.0002
[11-17 07:57:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [1251/1669]  eta: 0:03:01  tlr: 9.7e-05  tnm: 0.37  Lm: 5.860 (5.895)  Lt: 5.212 (5.248)  Accm: 4.40 (4.20)  Acct: 6.70 (6.44)  time: 0.4163  data: 0.0002
[11-17 08:00:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [1668/1669]  eta: 0:00:00  tlr: 9.7e-05  tnm: 0.39  Lm: 5.834 (5.866)  Lt: 5.193 (5.220)  Accm: 4.41 (4.26)  Acct: 6.53 (6.45)  time: 0.4536  data: 0.0016
[11-17 08:00:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 139/350]   Total time:      0:12:00   (0.432 s / it)
[11-17 08:00:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [1668/1669]  eta: 0:00:00  tlr: 9.7e-05  tnm: 0.39  Lm: 5.871 (5.886)  Lt: 5.276 (5.249)  Accm: 4.41 (4.27)  Acct: 6.37 (6.50)  time: 0.4536  data: 0.0020
[11-17 08:00:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [1668/1669]  eta: 0:00:00  tlr: 9.7e-05  tnm: 0.39  Lm: 5.925 (5.907)  Lt: 5.264 (5.268)  Accm: 4.12 (4.12)  Acct: 6.44 (6.27)  time: 0.4536  data: 0.0017
[11-17 08:00:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 139/350]  [1668/1669]  eta: 0:00:00  tlr: 9.7e-05  tnm: 0.39  Lm: 5.891 (5.895)  Lt: 5.260 (5.265)  Accm: 4.18 (4.14)  Acct: 6.32 (6.34)  time: 0.4536  data: 0.0016
[11-17 08:00:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 139/350]   Total time:      0:12:00   (0.432 s / it)
[11-17 08:00:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 139/350]   Total time:      0:12:00   (0.432 s / it)
[11-17 08:00:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 139/350]   Total time:      0:12:00   (0.432 s / it)
[11-17 08:02:45] (home/user/VAR/trainer.py, line 113)=> FID: 7.146561384451616
[11-17 08:02:45] (/home/user/VAR/train.py , line 259)=>  [*] [ep139]  (val 50000)  Lm: 5.9096, Lt: 5.2747, Acc m&t: 4.19 6.38,  Val cost: 132.91s
[11-17 08:02:45] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-17 08:03:01] (/home/user/VAR/train.py , line 276)=>      [ep139]  (training )  Lm: 5.903 (5.910), Lt: 5.268 (5.275),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:12:19,  Finish: 2024-11-18 08:12
[11-17 08:03:01] (/home/user/VAR/train.py , line 276)=>      [ep139]  (training )  Lm: 5.903 (5.910), Lt: 5.268 (5.275),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:12:28,  Finish: 2024-11-18 08:13
[11-17 08:03:01] (/home/user/VAR/train.py , line 276)=>      [ep139]  (training )  Lm: 5.903 (5.910), Lt: 5.268 (5.275),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:12:56,  Finish: 2024-11-18 08:13
[11-17 08:03:01] (/home/user/VAR/train.py , line 276)=>      [ep139]  (training )  Lm: 5.903 (5.910), Lt: 5.268 (5.275),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:13:52,  Finish: 2024-11-18 08:14
[11-17 08:03:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [   0/1669]  eta: 0:10:58  tlr: 9.7e-05  tnm: 0.39  Lm: 6.018 (6.018)  Lt: 5.417 (5.417)  Accm: 3.90 (3.90)  Acct: 5.73 (5.73)  time: 0.3947  data: 0.0004
[11-17 08:03:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [   0/1669]  eta: 0:10:56  tlr: 9.7e-05  tnm: 0.39  Lm: 6.002 (6.002)  Lt: 5.380 (5.380)  Accm: 3.81 (3.81)  Acct: 5.82 (5.82)  time: 0.3935  data: 0.0003
[11-17 08:03:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [   0/1669]  eta: 0:10:57  tlr: 9.7e-05  tnm: 0.39  Lm: 5.789 (5.789)  Lt: 5.076 (5.076)  Accm: 4.58 (4.58)  Acct: 6.94 (6.94)  time: 0.3939  data: 0.0004
[11-17 08:03:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [   0/1669]  eta: 0:11:27  tlr: 9.7e-05  tnm: 0.39  Lm: 5.881 (5.881)  Lt: 5.259 (5.259)  Accm: 4.33 (4.33)  Acct: 6.53 (6.53)  time: 0.4117  data: 0.0004
[11-17 08:05:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [ 417/1669]  eta: 0:08:51  tlr: 9.7e-05  tnm: 0.40  Lm: 5.885 (5.885)  Lt: 5.273 (5.273)  Accm: 4.32 (4.32)  Acct: 6.42 (6.42)  time: 0.5013  data: 0.0003
[11-17 08:05:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [ 417/1669]  eta: 0:08:51  tlr: 9.7e-05  tnm: 0.40  Lm: 5.865 (5.865)  Lt: 5.178 (5.178)  Accm: 4.37 (4.37)  Acct: 6.76 (6.76)  time: 0.5013  data: 0.0002
[11-17 08:05:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [ 417/1669]  eta: 0:08:51  tlr: 9.7e-05  tnm: 0.40  Lm: 5.953 (5.953)  Lt: 5.326 (5.326)  Accm: 4.01 (4.01)  Acct: 6.21 (6.21)  time: 0.5013  data: 0.0002
[11-17 08:05:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [ 417/1669]  eta: 0:08:51  tlr: 9.7e-05  tnm: 0.40  Lm: 5.973 (5.973)  Lt: 5.355 (5.355)  Accm: 3.98 (3.98)  Acct: 6.04 (6.04)  time: 0.5013  data: 0.0003
[11-17 08:08:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [ 834/1669]  eta: 0:05:55  tlr: 9.7e-05  tnm: 0.38  Lm: 5.970 (5.972)  Lt: 5.327 (5.345)  Accm: 3.90 (3.94)  Acct: 5.87 (5.99)  time: 0.5415  data: 0.0002
[11-17 08:08:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [ 834/1669]  eta: 0:05:55  tlr: 9.7e-05  tnm: 0.38  Lm: 5.876 (5.869)  Lt: 5.233 (5.196)  Accm: 4.49 (4.41)  Acct: 6.65 (6.72)  time: 0.5415  data: 0.0002
[11-17 08:08:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [ 834/1669]  eta: 0:05:55  tlr: 9.7e-05  tnm: 0.38  Lm: 5.890 (5.906)  Lt: 5.287 (5.282)  Accm: 4.31 (4.15)  Acct: 6.32 (6.15)  time: 0.5415  data: 0.0002
[11-17 08:08:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [ 834/1669]  eta: 0:05:55  tlr: 9.7e-05  tnm: 0.38  Lm: 5.904 (5.923)  Lt: 5.272 (5.289)  Accm: 4.20 (4.22)  Acct: 6.59 (6.51)  time: 0.5415  data: 0.0002
[11-17 08:11:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [1251/1669]  eta: 0:02:58  tlr: 9.7e-05  tnm: 0.35  Lm: 5.947 (5.940)  Lt: 5.323 (5.310)  Accm: 4.14 (4.18)  Acct: 6.49 (6.48)  time: 0.4092  data: 0.0002
[11-17 08:11:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [1251/1669]  eta: 0:02:58  tlr: 9.7e-05  tnm: 0.35  Lm: 5.898 (5.882)  Lt: 5.257 (5.218)  Accm: 4.33 (4.35)  Acct: 6.61 (6.62)  time: 0.4092  data: 0.0002
[11-17 08:11:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [1251/1669]  eta: 0:02:58  tlr: 9.7e-05  tnm: 0.35  Lm: 5.953 (5.963)  Lt: 5.335 (5.345)  Accm: 3.98 (3.99)  Acct: 6.11 (6.09)  time: 0.4092  data: 0.0002
[11-17 08:11:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [1251/1669]  eta: 0:02:58  tlr: 9.7e-05  tnm: 0.35  Lm: 5.917 (5.916)  Lt: 5.294 (5.305)  Accm: 4.13 (4.10)  Acct: 5.97 (6.02)  time: 0.4092  data: 0.0002
[11-17 08:14:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [1668/1669]  eta: 0:00:00  tlr: 9.7e-05  tnm: 0.39  Lm: 5.928 (5.918)  Lt: 5.287 (5.301)  Accm: 4.31 (4.15)  Acct: 6.32 (6.17)  time: 0.4119  data: 0.0014
[11-17 08:14:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 140/350]   Total time:      0:11:55   (0.428 s / it)
[11-17 08:14:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [1668/1669]  eta: 0:00:00  tlr: 9.7e-05  tnm: 0.39  Lm: 5.936 (5.940)  Lt: 5.327 (5.314)  Accm: 4.06 (4.07)  Acct: 6.35 (6.19)  time: 0.4119  data: 0.0015
[11-17 08:14:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [1668/1669]  eta: 0:00:00  tlr: 9.7e-05  tnm: 0.39  Lm: 5.876 (5.869)  Lt: 5.233 (5.200)  Accm: 4.49 (4.43)  Acct: 6.65 (6.84)  time: 0.4119  data: 0.0016
[11-17 08:14:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 140/350]  [1668/1669]  eta: 0:00:00  tlr: 9.7e-05  tnm: 0.39  Lm: 5.913 (5.934)  Lt: 5.272 (5.297)  Accm: 4.07 (4.16)  Acct: 6.39 (6.39)  time: 0.4119  data: 0.0016
[11-17 08:14:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 140/350]   Total time:      0:11:55   (0.428 s / it)
[11-17 08:14:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 140/350]   Total time:      0:11:55   (0.428 s / it)
[11-17 08:14:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 140/350]   Total time:      0:11:55   (0.428 s / it)
[11-17 08:14:56] (/home/user/VAR/train.py , line 276)=>      [ep140]  (training )  Lm: 5.903 (5.915), Lt: 5.268 (5.282),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:26:03,  Finish: 2024-11-18 08:40
[11-17 08:14:56] (/home/user/VAR/train.py , line 276)=>      [ep140]  (training )  Lm: 5.903 (5.915), Lt: 5.268 (5.282),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:26:13,  Finish: 2024-11-18 08:41
[11-17 08:14:56] (/home/user/VAR/train.py , line 276)=>      [ep140]  (training )  Lm: 5.903 (5.915), Lt: 5.268 (5.282),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:26:30,  Finish: 2024-11-18 08:41
[11-17 08:14:56] (/home/user/VAR/train.py , line 276)=>      [ep140]  (training )  Lm: 5.903 (5.915), Lt: 5.268 (5.282),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:26:19,  Finish: 2024-11-18 08:41
[11-17 08:14:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [   0/1669]  eta: 0:10:17  tlr: 9.7e-05  tnm: 0.40  Lm: 5.949 (5.949)  Lt: 5.318 (5.318)  Accm: 4.22 (4.22)  Acct: 6.44 (6.44)  time: 0.3698  data: 0.0003
[11-17 08:14:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [   0/1669]  eta: 0:10:17  tlr: 9.7e-05  tnm: 0.40  Lm: 5.869 (5.869)  Lt: 5.277 (5.277)  Accm: 4.53 (4.53)  Acct: 6.75 (6.75)  time: 0.3698  data: 0.0004
[11-17 08:14:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [   0/1669]  eta: 0:10:53  tlr: 9.7e-05  tnm: 0.40  Lm: 5.939 (5.939)  Lt: 5.300 (5.300)  Accm: 3.98 (3.98)  Acct: 6.16 (6.16)  time: 0.3918  data: 0.0004
[11-17 08:14:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [   0/1669]  eta: 0:10:18  tlr: 9.7e-05  tnm: 0.40  Lm: 5.887 (5.887)  Lt: 5.228 (5.228)  Accm: 4.19 (4.19)  Acct: 6.61 (6.61)  time: 0.3705  data: 0.0003
[11-17 08:17:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [ 417/1669]  eta: 0:08:51  tlr: 9.7e-05  tnm: 0.39  Lm: 5.940 (5.940)  Lt: 5.273 (5.273)  Accm: 4.02 (4.02)  Acct: 6.26 (6.26)  time: 0.4527  data: 0.0002
[11-17 08:17:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [ 417/1669]  eta: 0:08:51  tlr: 9.7e-05  tnm: 0.39  Lm: 5.967 (5.967)  Lt: 5.355 (5.355)  Accm: 4.08 (4.08)  Acct: 6.18 (6.18)  time: 0.4527  data: 0.0002
[11-17 08:17:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [ 417/1669]  eta: 0:08:51  tlr: 9.7e-05  tnm: 0.39  Lm: 5.916 (5.916)  Lt: 5.284 (5.284)  Accm: 4.00 (4.00)  Acct: 6.06 (6.06)  time: 0.4527  data: 0.0002
[11-17 08:17:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [ 417/1669]  eta: 0:08:51  tlr: 9.7e-05  tnm: 0.39  Lm: 5.898 (5.898)  Lt: 5.290 (5.290)  Accm: 4.24 (4.24)  Acct: 6.14 (6.14)  time: 0.4527  data: 0.0002
[11-17 08:20:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [ 834/1669]  eta: 0:05:56  tlr: 9.7e-05  tnm: 0.36  Lm: 5.883 (5.893)  Lt: 5.277 (5.277)  Accm: 4.08 (4.18)  Acct: 6.28 (6.19)  time: 0.4080  data: 0.0002
[11-17 08:20:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [ 834/1669]  eta: 0:05:56  tlr: 9.7e-05  tnm: 0.36  Lm: 5.949 (5.930)  Lt: 5.318 (5.302)  Accm: 4.10 (4.08)  Acct: 6.10 (6.15)  time: 0.4080  data: 0.0002
[11-17 08:20:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [ 834/1669]  eta: 0:05:56  tlr: 9.7e-05  tnm: 0.36  Lm: 5.939 (5.943)  Lt: 5.300 (5.304)  Accm: 3.98 (3.99)  Acct: 6.11 (6.08)  time: 0.4080  data: 0.0002
[11-17 08:20:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [ 834/1669]  eta: 0:05:56  tlr: 9.7e-05  tnm: 0.36  Lm: 5.986 (5.955)  Lt: 5.318 (5.290)  Accm: 4.03 (4.02)  Acct: 5.99 (6.17)  time: 0.4080  data: 0.0002
[11-17 08:23:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [1251/1669]  eta: 0:02:57  tlr: 9.6e-05  tnm: 0.39  Lm: 5.937 (5.923)  Lt: 5.273 (5.263)  Accm: 4.11 (4.15)  Acct: 6.30 (6.41)  time: 0.4040  data: 0.0002
[11-17 08:23:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [1251/1669]  eta: 0:02:57  tlr: 9.6e-05  tnm: 0.39  Lm: 5.967 (5.945)  Lt: 5.337 (5.315)  Accm: 4.07 (4.07)  Acct: 6.01 (6.10)  time: 0.4040  data: 0.0002
[11-17 08:23:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [1251/1669]  eta: 0:02:57  tlr: 9.6e-05  tnm: 0.39  Lm: 5.916 (5.888)  Lt: 5.284 (5.243)  Accm: 4.00 (4.20)  Acct: 6.14 (6.36)  time: 0.4040  data: 0.0002
[11-17 08:23:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [1251/1669]  eta: 0:02:57  tlr: 9.6e-05  tnm: 0.39  Lm: 5.906 (5.919)  Lt: 5.290 (5.309)  Accm: 4.11 (4.17)  Acct: 6.16 (6.15)  time: 0.4040  data: 0.0002
[11-17 08:26:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [1668/1669]  eta: 0:00:00  tlr: 9.6e-05  tnm: 0.38  Lm: 5.928 (5.922)  Lt: 5.301 (5.308)  Accm: 4.10 (4.16)  Acct: 6.28 (6.19)  time: 0.4136  data: 0.0020
[11-17 08:26:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 141/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 08:26:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [1668/1669]  eta: 0:00:00  tlr: 9.6e-05  tnm: 0.38  Lm: 5.985 (5.960)  Lt: 5.356 (5.341)  Accm: 4.04 (4.02)  Acct: 5.92 (5.98)  time: 0.4136  data: 0.0015
[11-17 08:26:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [1668/1669]  eta: 0:00:00  tlr: 9.6e-05  tnm: 0.38  Lm: 5.887 (5.912)  Lt: 5.228 (5.256)  Accm: 4.19 (4.21)  Acct: 6.61 (6.48)  time: 0.4136  data: 0.0020
[11-17 08:26:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 141/350]  [1668/1669]  eta: 0:00:00  tlr: 9.6e-05  tnm: 0.38  Lm: 5.894 (5.881)  Lt: 5.268 (5.244)  Accm: 4.01 (4.26)  Acct: 6.16 (6.41)  time: 0.4136  data: 0.0016
[11-17 08:26:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 141/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 08:26:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 141/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 08:26:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 141/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 08:26:48] (/home/user/VAR/train.py , line 276)=>      [ep141]  (training )  Lm: 5.903 (5.908), Lt: 5.268 (5.276),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:23:57,  Finish: 2024-11-18 08:50
[11-17 08:26:48] (/home/user/VAR/train.py , line 276)=>      [ep141]  (training )  Lm: 5.903 (5.908), Lt: 5.268 (5.276),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:24:04,  Finish: 2024-11-18 08:50
[11-17 08:26:48] (/home/user/VAR/train.py , line 276)=>      [ep141]  (training )  Lm: 5.903 (5.908), Lt: 5.268 (5.276),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:23:02,  Finish: 2024-11-18 08:49
[11-17 08:26:48] (/home/user/VAR/train.py , line 276)=>      [ep141]  (training )  Lm: 5.903 (5.908), Lt: 5.268 (5.276),  Acc m&t: 4.21 6.42,  Remain: 1 day, 16:23:21,  Finish: 2024-11-18 08:50
[11-17 08:26:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [   0/1669]  eta: 0:10:09  tlr: 9.6e-05  tnm: 0.40  Lm: 5.849 (5.849)  Lt: 5.207 (5.207)  Accm: 4.52 (4.52)  Acct: 7.02 (7.02)  time: 0.3650  data: 0.0003
[11-17 08:26:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [   0/1669]  eta: 0:10:13  tlr: 9.6e-05  tnm: 0.40  Lm: 5.911 (5.911)  Lt: 5.236 (5.236)  Accm: 4.42 (4.42)  Acct: 6.87 (6.87)  time: 0.3675  data: 0.0004
[11-17 08:26:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [   0/1669]  eta: 0:10:14  tlr: 9.6e-05  tnm: 0.40  Lm: 5.890 (5.890)  Lt: 5.209 (5.209)  Accm: 4.31 (4.31)  Acct: 6.35 (6.35)  time: 0.3683  data: 0.0004
[11-17 08:26:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [   0/1669]  eta: 0:10:17  tlr: 9.6e-05  tnm: 0.40  Lm: 5.775 (5.775)  Lt: 5.135 (5.135)  Accm: 4.81 (4.81)  Acct: 7.32 (7.32)  time: 0.3700  data: 0.0004
[11-17 08:29:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [ 417/1669]  eta: 0:09:13  tlr: 9.6e-05  tnm: 0.36  Lm: 5.835 (5.835)  Lt: 5.175 (5.175)  Accm: 4.32 (4.32)  Acct: 6.65 (6.65)  time: 0.4081  data: 0.0002
[11-17 08:29:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [ 417/1669]  eta: 0:09:13  tlr: 9.6e-05  tnm: 0.36  Lm: 5.907 (5.907)  Lt: 5.241 (5.241)  Accm: 4.31 (4.31)  Acct: 6.62 (6.62)  time: 0.4081  data: 0.0002
[11-17 08:29:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [ 417/1669]  eta: 0:09:13  tlr: 9.6e-05  tnm: 0.36  Lm: 5.894 (5.894)  Lt: 5.210 (5.210)  Accm: 4.44 (4.44)  Acct: 6.89 (6.89)  time: 0.4081  data: 0.0002
[11-17 08:29:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [ 417/1669]  eta: 0:09:13  tlr: 9.6e-05  tnm: 0.36  Lm: 5.880 (5.880)  Lt: 5.251 (5.251)  Accm: 4.19 (4.19)  Acct: 6.46 (6.46)  time: 0.4081  data: 0.0002
[11-17 08:32:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [ 834/1669]  eta: 0:06:04  tlr: 9.6e-05  tnm: 0.38  Lm: 5.911 (5.914)  Lt: 5.295 (5.289)  Accm: 3.88 (4.09)  Acct: 5.89 (6.25)  time: 0.4070  data: 0.0002
[11-17 08:32:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [ 834/1669]  eta: 0:06:04  tlr: 9.6e-05  tnm: 0.38  Lm: 5.887 (5.852)  Lt: 5.216 (5.227)  Accm: 4.10 (4.25)  Acct: 5.99 (6.38)  time: 0.4070  data: 0.0002
[11-17 08:32:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [ 834/1669]  eta: 0:06:04  tlr: 9.6e-05  tnm: 0.38  Lm: 5.911 (5.907)  Lt: 5.236 (5.246)  Accm: 4.42 (4.42)  Acct: 6.87 (6.80)  time: 0.4070  data: 0.0002
[11-17 08:32:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [ 834/1669]  eta: 0:06:04  tlr: 9.6e-05  tnm: 0.38  Lm: 5.923 (5.917)  Lt: 5.273 (5.252)  Accm: 4.31 (4.22)  Acct: 6.40 (6.55)  time: 0.4070  data: 0.0002
[11-17 08:35:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [1251/1669]  eta: 0:02:59  tlr: 9.6e-05  tnm: 0.39  Lm: 5.930 (5.939)  Lt: 5.274 (5.276)  Accm: 4.18 (4.15)  Acct: 6.38 (6.47)  time: 0.4031  data: 0.0002
[11-17 08:35:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [1251/1669]  eta: 0:02:59  tlr: 9.6e-05  tnm: 0.39  Lm: 5.891 (5.864)  Lt: 5.240 (5.236)  Accm: 4.17 (4.24)  Acct: 6.36 (6.47)  time: 0.4031  data: 0.0002
[11-17 08:35:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [1251/1669]  eta: 0:02:59  tlr: 9.6e-05  tnm: 0.39  Lm: 5.897 (5.901)  Lt: 5.217 (5.234)  Accm: 4.41 (4.36)  Acct: 6.74 (6.65)  time: 0.4031  data: 0.0002
[11-17 08:35:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [1251/1669]  eta: 0:02:59  tlr: 9.6e-05  tnm: 0.39  Lm: 5.918 (5.917)  Lt: 5.300 (5.293)  Accm: 3.94 (4.06)  Acct: 5.97 (6.20)  time: 0.4031  data: 0.0003
[11-17 08:38:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [1668/1669]  eta: 0:00:00  tlr: 9.6e-05  tnm: 0.38  Lm: 5.924 (5.924)  Lt: 5.305 (5.303)  Accm: 3.88 (4.01)  Acct: 5.89 (6.05)  time: 0.4086  data: 0.0018
[11-17 08:38:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 142/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 08:38:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [1668/1669]  eta: 0:00:00  tlr: 9.6e-05  tnm: 0.38  Lm: 5.887 (5.854)  Lt: 5.228 (5.234)  Accm: 4.24 (4.31)  Acct: 6.73 (6.53)  time: 0.4086  data: 0.0016
[11-17 08:38:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [1668/1669]  eta: 0:00:00  tlr: 9.6e-05  tnm: 0.38  Lm: 5.923 (5.918)  Lt: 5.273 (5.252)  Accm: 4.31 (4.29)  Acct: 6.40 (6.63)  time: 0.4086  data: 0.0015
[11-17 08:38:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 142/350]  [1668/1669]  eta: 0:00:00  tlr: 9.6e-05  tnm: 0.38  Lm: 5.911 (5.911)  Lt: 5.236 (5.247)  Accm: 4.39 (4.36)  Acct: 6.87 (6.70)  time: 0.4086  data: 0.0019
[11-17 08:38:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 142/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 08:38:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 142/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 08:38:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 142/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 08:38:45] (/home/user/VAR/train.py , line 276)=>      [ep142]  (training )  Lm: 5.903 (5.919), Lt: 5.268 (5.286),  Acc m&t: 4.21 6.42,  Remain: 1 day, 15:51:21,  Finish: 2024-11-18 08:30
[11-17 08:38:45] (/home/user/VAR/train.py , line 276)=>      [ep142]  (training )  Lm: 5.903 (5.919), Lt: 5.268 (5.286),  Acc m&t: 4.21 6.42,  Remain: 1 day, 15:52:35,  Finish: 2024-11-18 08:31
[11-17 08:38:45] (/home/user/VAR/train.py , line 276)=>      [ep142]  (training )  Lm: 5.903 (5.919), Lt: 5.268 (5.286),  Acc m&t: 4.21 6.42,  Remain: 1 day, 15:52:32,  Finish: 2024-11-18 08:31
[11-17 08:38:45] (/home/user/VAR/train.py , line 276)=>      [ep142]  (training )  Lm: 5.903 (5.919), Lt: 5.268 (5.286),  Acc m&t: 4.21 6.42,  Remain: 1 day, 15:53:01,  Finish: 2024-11-18 08:31
[11-17 08:38:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [   0/1669]  eta: 0:09:59  tlr: 9.6e-05  tnm: 0.38  Lm: 5.959 (5.959)  Lt: 5.337 (5.337)  Accm: 4.29 (4.29)  Acct: 6.16 (6.16)  time: 0.3592  data: 0.0003
[11-17 08:38:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [   0/1669]  eta: 0:09:58  tlr: 9.6e-05  tnm: 0.38  Lm: 5.906 (5.906)  Lt: 5.196 (5.196)  Accm: 4.25 (4.25)  Acct: 6.30 (6.30)  time: 0.3588  data: 0.0004
[11-17 08:38:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [   0/1669]  eta: 0:09:55  tlr: 9.6e-05  tnm: 0.38  Lm: 5.947 (5.947)  Lt: 5.300 (5.300)  Accm: 4.19 (4.19)  Acct: 6.51 (6.51)  time: 0.3566  data: 0.0004
[11-17 08:38:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [   0/1669]  eta: 0:09:56  tlr: 9.6e-05  tnm: 0.38  Lm: 6.062 (6.062)  Lt: 5.441 (5.441)  Accm: 3.64 (3.64)  Acct: 5.51 (5.51)  time: 0.3571  data: 0.0004
[11-17 08:41:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [ 417/1669]  eta: 0:09:08  tlr: 9.6e-05  tnm: 0.40  Lm: 6.019 (6.019)  Lt: 5.407 (5.407)  Accm: 3.72 (3.72)  Acct: 5.60 (5.60)  time: 0.4084  data: 0.0002
[11-17 08:41:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [ 417/1669]  eta: 0:09:08  tlr: 9.6e-05  tnm: 0.40  Lm: 5.962 (5.962)  Lt: 5.286 (5.286)  Accm: 4.14 (4.14)  Acct: 6.13 (6.13)  time: 0.4084  data: 0.0002
[11-17 08:41:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [ 417/1669]  eta: 0:09:08  tlr: 9.6e-05  tnm: 0.40  Lm: 5.937 (5.937)  Lt: 5.283 (5.283)  Accm: 4.17 (4.17)  Acct: 6.71 (6.71)  time: 0.4084  data: 0.0002
[11-17 08:41:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [ 417/1669]  eta: 0:09:08  tlr: 9.6e-05  tnm: 0.40  Lm: 5.950 (5.950)  Lt: 5.319 (5.319)  Accm: 4.18 (4.18)  Acct: 6.25 (6.25)  time: 0.4084  data: 0.0002
[11-17 08:44:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [ 834/1669]  eta: 0:06:00  tlr: 9.6e-05  tnm: 0.37  Lm: 5.941 (5.939)  Lt: 5.300 (5.299)  Accm: 4.26 (4.21)  Acct: 6.34 (6.29)  time: 0.4108  data: 0.0002
[11-17 08:44:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [ 834/1669]  eta: 0:06:00  tlr: 9.6e-05  tnm: 0.37  Lm: 5.928 (5.844)  Lt: 5.265 (5.193)  Accm: 4.19 (4.44)  Acct: 6.92 (6.97)  time: 0.4108  data: 0.0002
[11-17 08:44:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [ 834/1669]  eta: 0:06:00  tlr: 9.6e-05  tnm: 0.37  Lm: 5.906 (5.906)  Lt: 5.196 (5.246)  Accm: 4.25 (4.22)  Acct: 6.30 (6.27)  time: 0.4108  data: 0.0002
[11-17 08:44:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [ 834/1669]  eta: 0:06:00  tlr: 9.6e-05  tnm: 0.37  Lm: 5.976 (5.970)  Lt: 5.373 (5.351)  Accm: 3.80 (3.89)  Acct: 5.68 (5.93)  time: 0.4108  data: 0.0002
[11-17 08:47:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [1251/1669]  eta: 0:03:00  tlr: 9.5e-05  tnm: 0.40  Lm: 6.019 (5.998)  Lt: 5.402 (5.371)  Accm: 3.77 (3.86)  Acct: 5.71 (5.88)  time: 0.4019  data: 0.0003
[11-17 08:47:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [1251/1669]  eta: 0:03:00  tlr: 9.5e-05  tnm: 0.40  Lm: 5.921 (5.914)  Lt: 5.250 (5.261)  Accm: 4.14 (4.16)  Acct: 6.28 (6.27)  time: 0.4019  data: 0.0003
[11-17 08:47:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [1251/1669]  eta: 0:03:00  tlr: 9.5e-05  tnm: 0.40  Lm: 5.937 (5.877)  Lt: 5.283 (5.227)  Accm: 4.17 (4.35)  Acct: 6.71 (6.77)  time: 0.4019  data: 0.0002
[11-17 08:47:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [1251/1669]  eta: 0:03:00  tlr: 9.5e-05  tnm: 0.40  Lm: 5.928 (5.904)  Lt: 5.280 (5.258)  Accm: 4.28 (4.29)  Acct: 6.35 (6.44)  time: 0.4019  data: 0.0002
[11-17 08:50:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [1668/1669]  eta: 0:00:00  tlr: 9.5e-05  tnm: 0.42  Lm: 5.916 (5.887)  Lt: 5.259 (5.240)  Accm: 4.29 (4.31)  Acct: 6.37 (6.49)  time: 0.4141  data: 0.0015
[11-17 08:50:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 143/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 08:50:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [1668/1669]  eta: 0:00:00  tlr: 9.5e-05  tnm: 0.42  Lm: 5.976 (5.946)  Lt: 5.373 (5.312)  Accm: 3.80 (4.12)  Acct: 5.73 (6.26)  time: 0.4141  data: 0.0016
[11-17 08:50:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [1668/1669]  eta: 0:00:00  tlr: 9.5e-05  tnm: 0.42  Lm: 5.928 (5.882)  Lt: 5.285 (5.239)  Accm: 4.19 (4.34)  Acct: 6.51 (6.70)  time: 0.4141  data: 0.0015
[11-17 08:50:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 143/350]  [1668/1669]  eta: 0:00:00  tlr: 9.5e-05  tnm: 0.42  Lm: 5.906 (5.909)  Lt: 5.278 (5.264)  Accm: 4.25 (4.21)  Acct: 6.30 (6.28)  time: 0.4141  data: 0.0015
[11-17 08:50:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 143/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 08:50:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 143/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 08:50:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 143/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 08:50:41] (/home/user/VAR/train.py , line 276)=>      [ep143]  (training )  Lm: 5.903 (5.914), Lt: 5.268 (5.280),  Acc m&t: 4.21 6.42,  Remain: 1 day, 15:52:58,  Finish: 2024-11-18 08:43
[11-17 08:50:41] (/home/user/VAR/train.py , line 276)=>      [ep143]  (training )  Lm: 5.903 (5.914), Lt: 5.268 (5.280),  Acc m&t: 4.21 6.42,  Remain: 1 day, 15:52:57,  Finish: 2024-11-18 08:43
[11-17 08:50:41] (/home/user/VAR/train.py , line 276)=>      [ep143]  (training )  Lm: 5.903 (5.914), Lt: 5.268 (5.280),  Acc m&t: 4.21 6.42,  Remain: 1 day, 15:52:21,  Finish: 2024-11-18 08:43
[11-17 08:50:41] (/home/user/VAR/train.py , line 276)=>      [ep143]  (training )  Lm: 5.903 (5.914), Lt: 5.268 (5.280),  Acc m&t: 4.21 6.42,  Remain: 1 day, 15:51:13,  Finish: 2024-11-18 08:41
[11-17 08:50:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [   0/1669]  eta: 0:10:54  tlr: 9.5e-05  tnm: 0.34  Lm: 5.903 (5.903)  Lt: 5.248 (5.248)  Accm: 4.33 (4.33)  Acct: 6.32 (6.32)  time: 0.3923  data: 0.0004
[11-17 08:50:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [   0/1669]  eta: 0:10:55  tlr: 9.5e-05  tnm: 0.34  Lm: 5.922 (5.922)  Lt: 5.217 (5.217)  Accm: 4.43 (4.43)  Acct: 6.96 (6.96)  time: 0.3928  data: 0.0003
[11-17 08:50:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [   0/1669]  eta: 0:10:56  tlr: 9.5e-05  tnm: 0.34  Lm: 5.877 (5.877)  Lt: 5.237 (5.237)  Accm: 4.22 (4.22)  Acct: 6.53 (6.53)  time: 0.3933  data: 0.0003
[11-17 08:50:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [   0/1669]  eta: 0:10:55  tlr: 9.5e-05  tnm: 0.34  Lm: 5.996 (5.996)  Lt: 5.433 (5.433)  Accm: 4.09 (4.09)  Acct: 6.34 (6.34)  time: 0.3926  data: 0.0004
[11-17 08:53:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [ 417/1669]  eta: 0:08:55  tlr: 9.5e-05  tnm: 0.40  Lm: 5.901 (5.901)  Lt: 5.300 (5.300)  Accm: 4.32 (4.32)  Acct: 6.52 (6.52)  time: 0.4081  data: 0.0002
[11-17 08:53:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [ 417/1669]  eta: 0:08:55  tlr: 9.5e-05  tnm: 0.40  Lm: 5.888 (5.888)  Lt: 5.199 (5.199)  Accm: 4.42 (4.42)  Acct: 6.93 (6.93)  time: 0.4081  data: 0.0002
[11-17 08:53:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [ 417/1669]  eta: 0:08:55  tlr: 9.5e-05  tnm: 0.40  Lm: 5.883 (5.883)  Lt: 5.212 (5.212)  Accm: 4.19 (4.19)  Acct: 6.62 (6.62)  time: 0.4081  data: 0.0002
[11-17 08:53:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [ 417/1669]  eta: 0:08:55  tlr: 9.5e-05  tnm: 0.40  Lm: 5.851 (5.851)  Lt: 5.188 (5.188)  Accm: 4.60 (4.60)  Acct: 6.84 (6.84)  time: 0.4081  data: 0.0002
[11-17 08:56:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [ 834/1669]  eta: 0:06:01  tlr: 9.5e-05  tnm: 0.37  Lm: 5.903 (5.873)  Lt: 5.248 (5.220)  Accm: 4.33 (4.47)  Acct: 6.46 (6.71)  time: 0.4082  data: 0.0003
[11-17 08:56:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [ 834/1669]  eta: 0:06:01  tlr: 9.5e-05  tnm: 0.37  Lm: 5.898 (5.900)  Lt: 5.285 (5.295)  Accm: 4.22 (4.29)  Acct: 6.34 (6.37)  time: 0.4082  data: 0.0002
[11-17 08:56:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [ 834/1669]  eta: 0:06:01  tlr: 9.5e-05  tnm: 0.37  Lm: 5.855 (5.877)  Lt: 5.217 (5.205)  Accm: 4.41 (4.34)  Acct: 6.90 (6.82)  time: 0.4082  data: 0.0002
[11-17 08:56:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [ 834/1669]  eta: 0:06:01  tlr: 9.5e-05  tnm: 0.37  Lm: 5.890 (5.895)  Lt: 5.237 (5.239)  Accm: 4.16 (4.15)  Acct: 6.53 (6.51)  time: 0.4082  data: 0.0002
[11-17 08:59:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [1251/1669]  eta: 0:03:00  tlr: 9.5e-05  tnm: 0.40  Lm: 5.896 (5.897)  Lt: 5.255 (5.248)  Accm: 4.19 (4.23)  Acct: 6.62 (6.57)  time: 0.4105  data: 0.0002
[11-17 08:59:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [1251/1669]  eta: 0:03:00  tlr: 9.5e-05  tnm: 0.40  Lm: 5.874 (5.887)  Lt: 5.226 (5.255)  Accm: 4.26 (4.29)  Acct: 6.52 (6.47)  time: 0.4105  data: 0.0002
[11-17 08:59:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [1251/1669]  eta: 0:03:00  tlr: 9.5e-05  tnm: 0.40  Lm: 5.888 (5.892)  Lt: 5.218 (5.239)  Accm: 4.30 (4.27)  Acct: 6.75 (6.64)  time: 0.4105  data: 0.0002
[11-17 08:59:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [1251/1669]  eta: 0:03:00  tlr: 9.5e-05  tnm: 0.40  Lm: 5.882 (5.870)  Lt: 5.241 (5.223)  Accm: 4.36 (4.45)  Acct: 6.39 (6.59)  time: 0.4105  data: 0.0003
[11-17 09:02:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [1668/1669]  eta: 0:00:00  tlr: 9.5e-05  tnm: 0.40  Lm: 5.903 (5.899)  Lt: 5.248 (5.261)  Accm: 4.33 (4.34)  Acct: 6.32 (6.41)  time: 0.4078  data: 0.0014
[11-17 09:02:39] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 144/350]   Total time:      0:11:58   (0.430 s / it)
[11-17 09:02:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [1668/1669]  eta: 0:00:00  tlr: 9.5e-05  tnm: 0.40  Lm: 5.892 (5.896)  Lt: 5.271 (5.252)  Accm: 4.22 (4.29)  Acct: 6.58 (6.57)  time: 0.4078  data: 0.0015
[11-17 09:02:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [1668/1669]  eta: 0:00:00  tlr: 9.5e-05  tnm: 0.40  Lm: 5.922 (5.904)  Lt: 5.219 (5.253)  Accm: 4.19 (4.24)  Acct: 6.59 (6.60)  time: 0.4078  data: 0.0016
[11-17 09:02:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 144/350]  [1668/1669]  eta: 0:00:00  tlr: 9.5e-05  tnm: 0.40  Lm: 5.898 (5.908)  Lt: 5.285 (5.277)  Accm: 4.22 (4.13)  Acct: 6.34 (6.21)  time: 0.4078  data: 0.0019
[11-17 09:02:39] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 144/350]   Total time:      0:11:58   (0.430 s / it)
[11-17 09:02:39] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 144/350]   Total time:      0:11:58   (0.430 s / it)
[11-17 09:02:39] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 144/350]   Total time:      0:11:58   (0.430 s / it)
[11-17 09:02:39] (/home/user/VAR/train.py , line 276)=>      [ep144]  (training )  Lm: 5.903 (5.910), Lt: 5.268 (5.275),  Acc m&t: 4.21 6.42,  Remain: 1 day, 15:02:11,  Finish: 2024-11-18 08:04
[11-17 09:02:39] (/home/user/VAR/train.py , line 276)=>      [ep144]  (training )  Lm: 5.903 (5.910), Lt: 5.268 (5.275),  Acc m&t: 4.21 6.42,  Remain: 1 day, 15:01:07,  Finish: 2024-11-18 08:03
[11-17 09:02:39] (/home/user/VAR/train.py , line 276)=>      [ep144]  (training )  Lm: 5.903 (5.910), Lt: 5.268 (5.275),  Acc m&t: 4.21 6.42,  Remain: 1 day, 15:00:29,  Finish: 2024-11-18 08:03
[11-17 09:02:39] (/home/user/VAR/train.py , line 276)=>      [ep144]  (training )  Lm: 5.903 (5.910), Lt: 5.268 (5.275),  Acc m&t: 4.21 6.42,  Remain: 1 day, 15:02:25,  Finish: 2024-11-18 08:05
[11-17 09:02:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [   0/1669]  eta: 0:11:07  tlr: 9.5e-05  tnm: 0.39  Lm: 5.997 (5.997)  Lt: 5.371 (5.371)  Accm: 4.06 (4.06)  Acct: 6.34 (6.34)  time: 0.3997  data: 0.0004
[11-17 09:02:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [   0/1669]  eta: 0:11:07  tlr: 9.5e-05  tnm: 0.39  Lm: 5.915 (5.915)  Lt: 5.286 (5.286)  Accm: 3.89 (3.89)  Acct: 5.96 (5.96)  time: 0.3997  data: 0.0003
[11-17 09:02:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [   0/1669]  eta: 0:11:07  tlr: 9.5e-05  tnm: 0.39  Lm: 5.841 (5.841)  Lt: 5.183 (5.183)  Accm: 4.38 (4.38)  Acct: 6.97 (6.97)  time: 0.4000  data: 0.0003
[11-17 09:02:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [   0/1669]  eta: 0:11:07  tlr: 9.5e-05  tnm: 0.39  Lm: 5.837 (5.837)  Lt: 5.141 (5.141)  Accm: 4.49 (4.49)  Acct: 6.89 (6.89)  time: 0.3997  data: 0.0004
[11-17 09:05:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [ 417/1669]  eta: 0:08:56  tlr: 9.5e-05  tnm: 0.42  Lm: 5.909 (5.909)  Lt: 5.247 (5.247)  Accm: 4.14 (4.14)  Acct: 6.27 (6.27)  time: 0.4079  data: 0.0002
[11-17 09:05:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [ 417/1669]  eta: 0:08:56  tlr: 9.5e-05  tnm: 0.42  Lm: 5.965 (5.965)  Lt: 5.346 (5.346)  Accm: 4.07 (4.07)  Acct: 6.28 (6.28)  time: 0.4079  data: 0.0002
[11-17 09:05:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [ 417/1669]  eta: 0:08:56  tlr: 9.5e-05  tnm: 0.42  Lm: 5.928 (5.928)  Lt: 5.276 (5.276)  Accm: 4.00 (4.00)  Acct: 6.23 (6.23)  time: 0.4079  data: 0.0002
[11-17 09:05:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [ 417/1669]  eta: 0:08:56  tlr: 9.5e-05  tnm: 0.42  Lm: 5.970 (5.970)  Lt: 5.359 (5.359)  Accm: 4.07 (4.07)  Acct: 6.35 (6.35)  time: 0.4079  data: 0.0003
[11-17 09:08:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [ 834/1669]  eta: 0:05:56  tlr: 9.5e-05  tnm: 0.38  Lm: 5.943 (5.957)  Lt: 5.348 (5.347)  Accm: 4.06 (4.07)  Acct: 6.34 (6.24)  time: 0.4100  data: 0.0002
[11-17 09:08:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [ 834/1669]  eta: 0:05:56  tlr: 9.5e-05  tnm: 0.38  Lm: 5.915 (5.899)  Lt: 5.267 (5.259)  Accm: 4.12 (4.16)  Acct: 6.51 (6.49)  time: 0.4100  data: 0.0003
[11-17 09:08:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [ 834/1669]  eta: 0:05:56  tlr: 9.5e-05  tnm: 0.38  Lm: 5.879 (5.899)  Lt: 5.264 (5.253)  Accm: 4.44 (4.24)  Acct: 6.56 (6.36)  time: 0.4100  data: 0.0002
[11-17 09:08:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [ 834/1669]  eta: 0:05:56  tlr: 9.5e-05  tnm: 0.38  Lm: 5.977 (5.969)  Lt: 5.338 (5.343)  Accm: 3.98 (4.04)  Acct: 6.70 (6.42)  time: 0.4100  data: 0.0002
[11-17 09:11:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [1251/1669]  eta: 0:02:58  tlr: 9.5e-05  tnm: 0.35  Lm: 5.972 (5.968)  Lt: 5.326 (5.336)  Accm: 4.02 (4.04)  Acct: 6.47 (6.37)  time: 0.4041  data: 0.0002
[11-17 09:11:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [1251/1669]  eta: 0:02:58  tlr: 9.5e-05  tnm: 0.35  Lm: 5.881 (5.886)  Lt: 5.245 (5.238)  Accm: 4.30 (4.25)  Acct: 6.75 (6.64)  time: 0.4041  data: 0.0002
[11-17 09:11:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [1251/1669]  eta: 0:02:58  tlr: 9.5e-05  tnm: 0.35  Lm: 5.943 (5.954)  Lt: 5.335 (5.336)  Accm: 4.06 (4.06)  Acct: 6.19 (6.19)  time: 0.4041  data: 0.0002
[11-17 09:11:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [1251/1669]  eta: 0:02:58  tlr: 9.5e-05  tnm: 0.35  Lm: 5.858 (5.842)  Lt: 5.203 (5.189)  Accm: 4.47 (4.45)  Acct: 6.72 (6.68)  time: 0.4041  data: 0.0002
[11-17 09:14:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [1668/1669]  eta: 0:00:00  tlr: 9.4e-05  tnm: 0.40  Lm: 5.879 (5.861)  Lt: 5.264 (5.212)  Accm: 4.44 (4.35)  Acct: 6.56 (6.55)  time: 0.4562  data: 0.0015
[11-17 09:14:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 145/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 09:14:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [1668/1669]  eta: 0:00:00  tlr: 9.4e-05  tnm: 0.40  Lm: 5.966 (5.934)  Lt: 5.313 (5.295)  Accm: 4.06 (4.15)  Acct: 6.70 (6.50)  time: 0.4562  data: 0.0016
[11-17 09:14:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [1668/1669]  eta: 0:00:00  tlr: 9.4e-05  tnm: 0.40  Lm: 5.847 (5.871)  Lt: 5.224 (5.223)  Accm: 4.49 (4.32)  Acct: 6.75 (6.66)  time: 0.4562  data: 0.0015
[11-17 09:14:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 145/350]  [1668/1669]  eta: 0:00:00  tlr: 9.4e-05  tnm: 0.40  Lm: 5.944 (5.975)  Lt: 5.348 (5.360)  Accm: 4.06 (3.97)  Acct: 6.04 (6.04)  time: 0.4562  data: 0.0017
[11-17 09:14:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 145/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 09:14:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 145/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 09:14:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 145/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 09:14:36] (/home/user/VAR/train.py , line 276)=>      [ep145]  (training )  Lm: 5.903 (5.918), Lt: 5.268 (5.283),  Acc m&t: 4.21 6.42,  Remain: 1 day, 15:30:54,  Finish: 2024-11-18 08:45
[11-17 09:14:36] (/home/user/VAR/train.py , line 276)=>      [ep145]  (training )  Lm: 5.903 (5.918), Lt: 5.268 (5.283),  Acc m&t: 4.21 6.42,  Remain: 1 day, 15:30:50,  Finish: 2024-11-18 08:45
[11-17 09:14:36] (/home/user/VAR/train.py , line 276)=>      [ep145]  (training )  Lm: 5.903 (5.918), Lt: 5.268 (5.283),  Acc m&t: 4.21 6.42,  Remain: 1 day, 15:30:33,  Finish: 2024-11-18 08:45
[11-17 09:14:36] (/home/user/VAR/train.py , line 276)=>      [ep145]  (training )  Lm: 5.903 (5.918), Lt: 5.268 (5.283),  Acc m&t: 4.21 6.42,  Remain: 1 day, 15:31:24,  Finish: 2024-11-18 08:45
[11-17 09:14:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [   0/1669]  eta: 0:10:08  tlr: 9.4e-05  tnm: 0.39  Lm: 5.966 (5.966)  Lt: 5.362 (5.362)  Accm: 3.72 (3.72)  Acct: 5.60 (5.60)  time: 0.3645  data: 0.0003
[11-17 09:14:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [   0/1669]  eta: 0:10:08  tlr: 9.4e-05  tnm: 0.39  Lm: 5.974 (5.974)  Lt: 5.316 (5.316)  Accm: 3.49 (3.49)  Acct: 5.42 (5.42)  time: 0.3647  data: 0.0003
[11-17 09:14:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [   0/1669]  eta: 0:10:08  tlr: 9.4e-05  tnm: 0.39  Lm: 5.968 (5.968)  Lt: 5.361 (5.361)  Accm: 4.12 (4.12)  Acct: 6.59 (6.59)  time: 0.3646  data: 0.0004
[11-17 09:14:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [   0/1669]  eta: 0:10:08  tlr: 9.4e-05  tnm: 0.39  Lm: 5.825 (5.825)  Lt: 5.147 (5.147)  Accm: 4.44 (4.44)  Acct: 6.96 (6.96)  time: 0.3647  data: 0.0004
[11-17 09:17:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [ 417/1669]  eta: 0:08:55  tlr: 9.4e-05  tnm: 0.36  Lm: 5.890 (5.890)  Lt: 5.249 (5.249)  Accm: 4.25 (4.25)  Acct: 6.54 (6.54)  time: 0.4075  data: 0.0002
[11-17 09:17:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [ 417/1669]  eta: 0:08:55  tlr: 9.4e-05  tnm: 0.36  Lm: 5.921 (5.921)  Lt: 5.256 (5.256)  Accm: 3.95 (3.95)  Acct: 6.08 (6.08)  time: 0.4075  data: 0.0002
[11-17 09:17:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [ 417/1669]  eta: 0:08:55  tlr: 9.4e-05  tnm: 0.36  Lm: 5.833 (5.833)  Lt: 5.188 (5.188)  Accm: 4.41 (4.41)  Acct: 6.71 (6.71)  time: 0.4075  data: 0.0003
[11-17 09:17:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [ 417/1669]  eta: 0:08:55  tlr: 9.4e-05  tnm: 0.36  Lm: 5.915 (5.915)  Lt: 5.287 (5.287)  Accm: 4.18 (4.18)  Acct: 6.52 (6.52)  time: 0.4075  data: 0.0002
[11-17 09:20:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [ 834/1669]  eta: 0:05:57  tlr: 9.4e-05  tnm: 0.39  Lm: 5.863 (5.888)  Lt: 5.213 (5.256)  Accm: 4.23 (4.31)  Acct: 6.59 (6.59)  time: 0.4118  data: 0.0002
[11-17 09:20:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [ 834/1669]  eta: 0:05:57  tlr: 9.4e-05  tnm: 0.39  Lm: 5.971 (5.938)  Lt: 5.316 (5.277)  Accm: 4.20 (4.03)  Acct: 6.44 (6.20)  time: 0.4118  data: 0.0002
[11-17 09:20:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [ 834/1669]  eta: 0:05:57  tlr: 9.4e-05  tnm: 0.39  Lm: 5.929 (5.903)  Lt: 5.288 (5.262)  Accm: 4.12 (4.21)  Acct: 6.46 (6.51)  time: 0.4118  data: 0.0002
[11-17 09:20:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [ 834/1669]  eta: 0:05:57  tlr: 9.4e-05  tnm: 0.39  Lm: 5.795 (5.820)  Lt: 5.152 (5.176)  Accm: 4.52 (4.45)  Acct: 7.11 (6.84)  time: 0.4117  data: 0.0002
[11-17 09:23:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [1251/1669]  eta: 0:02:57  tlr: 9.4e-05  tnm: 0.38  Lm: 5.834 (5.834)  Lt: 5.198 (5.193)  Accm: 4.40 (4.40)  Acct: 6.96 (6.84)  time: 0.4066  data: 0.0002
[11-17 09:23:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [1251/1669]  eta: 0:02:57  tlr: 9.4e-05  tnm: 0.38  Lm: 5.972 (5.949)  Lt: 5.317 (5.295)  Accm: 4.04 (4.00)  Acct: 6.21 (6.14)  time: 0.4065  data: 0.0002
[11-17 09:23:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [1251/1669]  eta: 0:02:57  tlr: 9.4e-05  tnm: 0.38  Lm: 5.887 (5.888)  Lt: 5.241 (5.245)  Accm: 4.17 (4.21)  Acct: 6.56 (6.55)  time: 0.4065  data: 0.0002
[11-17 09:23:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [1251/1669]  eta: 0:02:57  tlr: 9.4e-05  tnm: 0.38  Lm: 5.915 (5.921)  Lt: 5.287 (5.288)  Accm: 4.18 (4.13)  Acct: 6.52 (6.36)  time: 0.4065  data: 0.0003
[11-17 09:26:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [1668/1669]  eta: 0:00:00  tlr: 9.4e-05  tnm: 0.41  Lm: 5.968 (5.932)  Lt: 5.361 (5.305)  Accm: 4.12 (4.08)  Acct: 6.44 (6.26)  time: 0.4525  data: 0.0015
[11-17 09:26:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 146/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 09:26:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [1668/1669]  eta: 0:00:00  tlr: 9.4e-05  tnm: 0.41  Lm: 5.907 (5.892)  Lt: 5.201 (5.236)  Accm: 4.20 (4.21)  Acct: 6.61 (6.56)  time: 0.4525  data: 0.0023
[11-17 09:26:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [1668/1669]  eta: 0:00:00  tlr: 9.4e-05  tnm: 0.41  Lm: 5.971 (5.935)  Lt: 5.316 (5.290)  Accm: 4.20 (4.04)  Acct: 6.44 (6.22)  time: 0.4525  data: 0.0018
[11-17 09:26:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 146/350]  [1668/1669]  eta: 0:00:00  tlr: 9.4e-05  tnm: 0.41  Lm: 5.873 (5.843)  Lt: 5.244 (5.209)  Accm: 4.52 (4.45)  Acct: 6.84 (6.84)  time: 0.4525  data: 0.0014
[11-17 09:26:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 146/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 09:26:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 146/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 09:26:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 146/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 09:26:32] (/home/user/VAR/train.py , line 276)=>      [ep146]  (training )  Lm: 5.902 (5.902), Lt: 5.266 (5.266),  Acc m&t: 4.21 6.43,  Remain: 1 day, 15:08:54,  Finish: 2024-11-18 08:35
[11-17 09:26:32] (/home/user/VAR/train.py , line 276)=>      [ep146]  (training )  Lm: 5.902 (5.902), Lt: 5.266 (5.266),  Acc m&t: 4.21 6.43,  Remain: 1 day, 15:08:51,  Finish: 2024-11-18 08:35
[11-17 09:26:32] (/home/user/VAR/train.py , line 276)=>      [ep146]  (training )  Lm: 5.902 (5.902), Lt: 5.266 (5.266),  Acc m&t: 4.21 6.43,  Remain: 1 day, 15:08:45,  Finish: 2024-11-18 08:35
[11-17 09:26:32] (/home/user/VAR/train.py , line 276)=>      [ep146]  (training )  Lm: 5.902 (5.902), Lt: 5.266 (5.266),  Acc m&t: 4.21 6.43,  Remain: 1 day, 15:08:35,  Finish: 2024-11-18 08:35
[11-17 09:26:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [   0/1669]  eta: 0:10:48  tlr: 9.4e-05  tnm: 0.42  Lm: 5.849 (5.849)  Lt: 5.214 (5.214)  Accm: 4.57 (4.57)  Acct: 6.63 (6.63)  time: 0.3887  data: 0.0004
[11-17 09:26:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [   0/1669]  eta: 0:10:42  tlr: 9.4e-05  tnm: 0.42  Lm: 5.944 (5.944)  Lt: 5.359 (5.359)  Accm: 3.85 (3.85)  Acct: 5.84 (5.84)  time: 0.3848  data: 0.0004
[11-17 09:26:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [   0/1669]  eta: 0:10:42  tlr: 9.4e-05  tnm: 0.42  Lm: 5.937 (5.937)  Lt: 5.284 (5.284)  Accm: 3.97 (3.97)  Acct: 6.04 (6.04)  time: 0.3848  data: 0.0004
[11-17 09:26:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [   0/1669]  eta: 0:10:41  tlr: 9.4e-05  tnm: 0.42  Lm: 6.024 (6.024)  Lt: 5.402 (5.402)  Accm: 3.93 (3.93)  Acct: 6.34 (6.34)  time: 0.3844  data: 0.0003
[11-17 09:29:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [ 417/1669]  eta: 0:08:58  tlr: 9.4e-05  tnm: 0.37  Lm: 5.939 (5.939)  Lt: 5.292 (5.292)  Accm: 4.14 (4.14)  Acct: 6.58 (6.58)  time: 0.4436  data: 0.0002
[11-17 09:29:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [ 417/1669]  eta: 0:08:58  tlr: 9.4e-05  tnm: 0.37  Lm: 5.858 (5.858)  Lt: 5.211 (5.211)  Accm: 4.48 (4.48)  Acct: 6.46 (6.46)  time: 0.4436  data: 0.0003
[11-17 09:29:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [ 417/1669]  eta: 0:08:58  tlr: 9.4e-05  tnm: 0.37  Lm: 5.938 (5.938)  Lt: 5.332 (5.332)  Accm: 4.07 (4.07)  Acct: 6.18 (6.18)  time: 0.4436  data: 0.0002
[11-17 09:29:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [ 417/1669]  eta: 0:08:58  tlr: 9.4e-05  tnm: 0.37  Lm: 5.960 (5.960)  Lt: 5.318 (5.318)  Accm: 3.98 (3.98)  Acct: 6.07 (6.07)  time: 0.4436  data: 0.0002
[11-17 09:32:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [ 834/1669]  eta: 0:05:56  tlr: 9.4e-05  tnm: 0.36  Lm: 5.983 (5.969)  Lt: 5.300 (5.312)  Accm: 3.97 (3.96)  Acct: 6.10 (6.18)  time: 0.4058  data: 0.0002
[11-17 09:32:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [ 834/1669]  eta: 0:05:56  tlr: 9.4e-05  tnm: 0.36  Lm: 5.867 (5.875)  Lt: 5.214 (5.216)  Accm: 4.52 (4.50)  Acct: 6.63 (6.71)  time: 0.4058  data: 0.0002
[11-17 09:32:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [ 834/1669]  eta: 0:05:56  tlr: 9.4e-05  tnm: 0.36  Lm: 5.931 (5.928)  Lt: 5.304 (5.320)  Accm: 4.26 (4.14)  Acct: 6.39 (6.25)  time: 0.4058  data: 0.0003
[11-17 09:32:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [ 834/1669]  eta: 0:05:56  tlr: 9.4e-05  tnm: 0.36  Lm: 5.895 (5.924)  Lt: 5.257 (5.280)  Accm: 4.35 (4.26)  Acct: 6.73 (6.63)  time: 0.4058  data: 0.0002
[11-17 09:35:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [1251/1669]  eta: 0:02:57  tlr: 9.4e-05  tnm: 0.39  Lm: 5.959 (5.963)  Lt: 5.329 (5.329)  Accm: 4.14 (4.10)  Acct: 6.53 (6.36)  time: 0.4111  data: 0.0002
[11-17 09:35:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [1251/1669]  eta: 0:02:57  tlr: 9.4e-05  tnm: 0.39  Lm: 5.869 (5.874)  Lt: 5.221 (5.229)  Accm: 4.46 (4.45)  Acct: 6.55 (6.65)  time: 0.4111  data: 0.0002
[11-17 09:35:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [1251/1669]  eta: 0:02:57  tlr: 9.4e-05  tnm: 0.39  Lm: 5.933 (5.930)  Lt: 5.303 (5.315)  Accm: 4.06 (4.05)  Acct: 6.11 (6.08)  time: 0.4111  data: 0.0002
[11-17 09:35:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [1251/1669]  eta: 0:02:57  tlr: 9.4e-05  tnm: 0.39  Lm: 5.960 (5.929)  Lt: 5.292 (5.267)  Accm: 3.98 (4.14)  Acct: 6.25 (6.39)  time: 0.4111  data: 0.0002
[11-17 09:38:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [1668/1669]  eta: 0:00:00  tlr: 9.4e-05  tnm: 0.40  Lm: 5.937 (5.929)  Lt: 5.284 (5.270)  Accm: 3.98 (4.11)  Acct: 6.10 (6.33)  time: 0.4550  data: 0.0016
[11-17 09:38:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 147/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 09:38:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [1668/1669]  eta: 0:00:00  tlr: 9.4e-05  tnm: 0.40  Lm: 5.872 (5.895)  Lt: 5.227 (5.256)  Accm: 4.40 (4.32)  Acct: 6.47 (6.47)  time: 0.4550  data: 0.0015
[11-17 09:38:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [1668/1669]  eta: 0:00:00  tlr: 9.4e-05  tnm: 0.40  Lm: 5.996 (5.970)  Lt: 5.402 (5.344)  Accm: 3.97 (4.08)  Acct: 6.34 (6.24)  time: 0.4550  data: 0.0014
[11-17 09:38:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 147/350]  [1668/1669]  eta: 0:00:00  tlr: 9.4e-05  tnm: 0.40  Lm: 5.931 (5.919)  Lt: 5.301 (5.299)  Accm: 4.26 (4.11)  Acct: 6.39 (6.18)  time: 0.4550  data: 0.0017
[11-17 09:38:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 147/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 09:38:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 147/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 09:38:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 147/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 09:38:25] (/home/user/VAR/train.py , line 276)=>      [ep147]  (training )  Lm: 5.901 (5.901), Lt: 5.262 (5.262),  Acc m&t: 4.21 6.43,  Remain: 1 day, 14:49:55,  Finish: 2024-11-18 08:28
[11-17 09:38:25] (/home/user/VAR/train.py , line 276)=>      [ep147]  (training )  Lm: 5.901 (5.901), Lt: 5.262 (5.262),  Acc m&t: 4.21 6.43,  Remain: 1 day, 14:50:44,  Finish: 2024-11-18 08:29
[11-17 09:38:25] (/home/user/VAR/train.py , line 276)=>      [ep147]  (training )  Lm: 5.901 (5.901), Lt: 5.262 (5.262),  Acc m&t: 4.21 6.43,  Remain: 1 day, 14:50:53,  Finish: 2024-11-18 08:29
[11-17 09:38:25] (/home/user/VAR/train.py , line 276)=>      [ep147]  (training )  Lm: 5.901 (5.901), Lt: 5.262 (5.262),  Acc m&t: 4.21 6.43,  Remain: 1 day, 14:50:33,  Finish: 2024-11-18 08:28
[11-17 09:38:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [   0/1669]  eta: 0:10:28  tlr: 9.4e-05  tnm: 0.40  Lm: 5.897 (5.897)  Lt: 5.257 (5.257)  Accm: 4.19 (4.19)  Acct: 6.42 (6.42)  time: 0.3764  data: 0.0003
[11-17 09:38:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [   0/1669]  eta: 0:10:28  tlr: 9.4e-05  tnm: 0.40  Lm: 5.765 (5.765)  Lt: 5.077 (5.077)  Accm: 4.54 (4.54)  Acct: 6.71 (6.71)  time: 0.3765  data: 0.0004
[11-17 09:38:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [   0/1669]  eta: 0:10:35  tlr: 9.4e-05  tnm: 0.40  Lm: 5.905 (5.905)  Lt: 5.267 (5.267)  Accm: 4.21 (4.21)  Acct: 6.54 (6.54)  time: 0.3805  data: 0.0004
[11-17 09:38:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [   0/1669]  eta: 0:10:29  tlr: 9.4e-05  tnm: 0.40  Lm: 5.931 (5.931)  Lt: 5.330 (5.330)  Accm: 4.03 (4.03)  Acct: 6.10 (6.10)  time: 0.3770  data: 0.0004
[11-17 09:41:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [ 417/1669]  eta: 0:08:53  tlr: 9.3e-05  tnm: 0.37  Lm: 5.848 (5.848)  Lt: 5.216 (5.216)  Accm: 4.43 (4.43)  Acct: 6.86 (6.86)  time: 0.4397  data: 0.0003
[11-17 09:41:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [ 417/1669]  eta: 0:08:53  tlr: 9.3e-05  tnm: 0.37  Lm: 5.805 (5.805)  Lt: 5.143 (5.143)  Accm: 4.48 (4.48)  Acct: 6.84 (6.84)  time: 0.4396  data: 0.0002
[11-17 09:41:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [ 417/1669]  eta: 0:08:53  tlr: 9.3e-05  tnm: 0.37  Lm: 5.917 (5.917)  Lt: 5.295 (5.295)  Accm: 4.27 (4.27)  Acct: 6.51 (6.51)  time: 0.4396  data: 0.0002
[11-17 09:41:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [ 417/1669]  eta: 0:08:53  tlr: 9.3e-05  tnm: 0.37  Lm: 5.939 (5.939)  Lt: 5.269 (5.269)  Accm: 4.04 (4.04)  Acct: 6.34 (6.34)  time: 0.4397  data: 0.0002
[11-17 09:44:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [ 834/1669]  eta: 0:05:55  tlr: 9.3e-05  tnm: 0.39  Lm: 5.973 (5.957)  Lt: 5.272 (5.313)  Accm: 3.88 (3.98)  Acct: 6.15 (6.16)  time: 0.4053  data: 0.0002
[11-17 09:44:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [ 834/1669]  eta: 0:05:55  tlr: 9.3e-05  tnm: 0.39  Lm: 5.845 (5.858)  Lt: 5.210 (5.211)  Accm: 4.42 (4.34)  Acct: 6.71 (6.58)  time: 0.4053  data: 0.0002
[11-17 09:44:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [ 834/1669]  eta: 0:05:55  tlr: 9.3e-05  tnm: 0.39  Lm: 5.936 (5.926)  Lt: 5.312 (5.301)  Accm: 4.19 (4.22)  Acct: 6.59 (6.61)  time: 0.4053  data: 0.0002
[11-17 09:44:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [ 834/1669]  eta: 0:05:55  tlr: 9.3e-05  tnm: 0.39  Lm: 5.820 (5.839)  Lt: 5.182 (5.204)  Accm: 4.67 (4.51)  Acct: 7.25 (6.99)  time: 0.4053  data: 0.0002
[11-17 09:47:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [1251/1669]  eta: 0:02:58  tlr: 9.3e-05  tnm: 0.39  Lm: 5.828 (5.838)  Lt: 5.201 (5.208)  Accm: 4.60 (4.51)  Acct: 6.96 (6.91)  time: 0.4104  data: 0.0002
[11-17 09:47:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [1251/1669]  eta: 0:02:58  tlr: 9.3e-05  tnm: 0.39  Lm: 5.904 (5.887)  Lt: 5.276 (5.244)  Accm: 4.24 (4.25)  Acct: 6.53 (6.52)  time: 0.4104  data: 0.0002
[11-17 09:47:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [1251/1669]  eta: 0:02:58  tlr: 9.3e-05  tnm: 0.39  Lm: 5.982 (5.973)  Lt: 5.324 (5.329)  Accm: 3.97 (4.00)  Acct: 6.24 (6.21)  time: 0.4104  data: 0.0003
[11-17 09:47:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [1251/1669]  eta: 0:02:58  tlr: 9.3e-05  tnm: 0.39  Lm: 5.937 (5.929)  Lt: 5.322 (5.309)  Accm: 4.17 (4.21)  Acct: 6.51 (6.50)  time: 0.4104  data: 0.0002
[11-17 09:50:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [1668/1669]  eta: 0:00:00  tlr: 9.3e-05  tnm: 0.35  Lm: 5.936 (5.916)  Lt: 5.312 (5.293)  Accm: 4.19 (4.21)  Acct: 6.42 (6.39)  time: 0.4534  data: 0.0020
[11-17 09:50:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 148/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 09:50:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [1668/1669]  eta: 0:00:00  tlr: 9.3e-05  tnm: 0.35  Lm: 5.912 (5.892)  Lt: 5.247 (5.245)  Accm: 4.06 (4.18)  Acct: 6.35 (6.43)  time: 0.4534  data: 0.0019
[11-17 09:50:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [1668/1669]  eta: 0:00:00  tlr: 9.3e-05  tnm: 0.35  Lm: 5.820 (5.833)  Lt: 5.182 (5.201)  Accm: 4.52 (4.51)  Acct: 6.68 (6.86)  time: 0.4534  data: 0.0017
[11-17 09:50:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 148/350]  [1668/1669]  eta: 0:00:00  tlr: 9.3e-05  tnm: 0.35  Lm: 5.992 (5.980)  Lt: 5.369 (5.337)  Accm: 3.88 (3.96)  Acct: 6.15 (6.13)  time: 0.4534  data: 0.0018
[11-17 09:50:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 148/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 09:50:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 148/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 09:50:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 148/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 09:50:19] (/home/user/VAR/train.py , line 276)=>      [ep148]  (training )  Lm: 5.894 (5.894), Lt: 5.254 (5.254),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:48:43,  Finish: 2024-11-18 08:39
[11-17 09:50:19] (/home/user/VAR/train.py , line 276)=>      [ep148]  (training )  Lm: 5.894 (5.894), Lt: 5.254 (5.254),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:48:48,  Finish: 2024-11-18 08:39
[11-17 09:50:19] (/home/user/VAR/train.py , line 276)=>      [ep148]  (training )  Lm: 5.894 (5.894), Lt: 5.254 (5.254),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:48:17,  Finish: 2024-11-18 08:38
[11-17 09:50:19] (/home/user/VAR/train.py , line 276)=>      [ep148]  (training )  Lm: 5.894 (5.894), Lt: 5.254 (5.254),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:48:31,  Finish: 2024-11-18 08:38
[11-17 09:50:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [   0/1669]  eta: 0:09:59  tlr: 9.3e-05  tnm: 0.39  Lm: 5.917 (5.917)  Lt: 5.275 (5.275)  Accm: 4.17 (4.17)  Acct: 6.22 (6.22)  time: 0.3591  data: 0.0004
[11-17 09:50:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [   0/1669]  eta: 0:09:59  tlr: 9.3e-05  tnm: 0.39  Lm: 5.867 (5.867)  Lt: 5.258 (5.258)  Accm: 4.19 (4.19)  Acct: 6.39 (6.39)  time: 0.3590  data: 0.0004
[11-17 09:50:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [   0/1669]  eta: 0:09:55  tlr: 9.3e-05  tnm: 0.39  Lm: 5.951 (5.951)  Lt: 5.321 (5.321)  Accm: 3.93 (3.93)  Acct: 6.22 (6.22)  time: 0.3567  data: 0.0004
[11-17 09:50:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [   0/1669]  eta: 0:09:59  tlr: 9.3e-05  tnm: 0.39  Lm: 5.901 (5.901)  Lt: 5.262 (5.262)  Accm: 4.33 (4.33)  Acct: 6.77 (6.77)  time: 0.3595  data: 0.0003
[11-17 09:53:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [ 417/1669]  eta: 0:08:39  tlr: 9.3e-05  tnm: 0.40  Lm: 5.955 (5.955)  Lt: 5.314 (5.314)  Accm: 4.06 (4.06)  Acct: 6.16 (6.16)  time: 0.4551  data: 0.0003
[11-17 09:53:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [ 417/1669]  eta: 0:08:39  tlr: 9.3e-05  tnm: 0.40  Lm: 5.954 (5.954)  Lt: 5.329 (5.329)  Accm: 3.92 (3.92)  Acct: 6.03 (6.03)  time: 0.4551  data: 0.0002
[11-17 09:53:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [ 417/1669]  eta: 0:08:39  tlr: 9.3e-05  tnm: 0.40  Lm: 5.831 (5.831)  Lt: 5.215 (5.215)  Accm: 4.47 (4.47)  Acct: 6.65 (6.65)  time: 0.4551  data: 0.0002
[11-17 09:53:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [ 417/1669]  eta: 0:08:39  tlr: 9.3e-05  tnm: 0.40  Lm: 5.971 (5.971)  Lt: 5.354 (5.354)  Accm: 3.87 (3.87)  Acct: 6.01 (6.01)  time: 0.4551  data: 0.0002
[11-17 09:56:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [ 834/1669]  eta: 0:05:59  tlr: 9.3e-05  tnm: 0.38  Lm: 5.951 (5.888)  Lt: 5.321 (5.261)  Accm: 3.93 (4.26)  Acct: 6.22 (6.47)  time: 0.4071  data: 0.0002
[11-17 09:56:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [ 834/1669]  eta: 0:05:59  tlr: 9.3e-05  tnm: 0.38  Lm: 5.863 (5.842)  Lt: 5.175 (5.202)  Accm: 4.41 (4.45)  Acct: 6.92 (6.80)  time: 0.4071  data: 0.0002
[11-17 09:56:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [ 834/1669]  eta: 0:05:59  tlr: 9.3e-05  tnm: 0.38  Lm: 5.977 (5.962)  Lt: 5.367 (5.342)  Accm: 3.96 (3.93)  Acct: 5.97 (6.01)  time: 0.4071  data: 0.0003
[11-17 09:56:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [ 834/1669]  eta: 0:05:59  tlr: 9.3e-05  tnm: 0.38  Lm: 5.901 (5.936)  Lt: 5.262 (5.297)  Accm: 4.01 (4.04)  Acct: 5.99 (6.10)  time: 0.4072  data: 0.0002
[11-17 09:59:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [1251/1669]  eta: 0:03:00  tlr: 9.3e-05  tnm: 0.38  Lm: 5.915 (5.934)  Lt: 5.268 (5.291)  Accm: 4.17 (4.15)  Acct: 6.38 (6.28)  time: 0.4043  data: 0.0002
[11-17 09:59:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [1251/1669]  eta: 0:03:00  tlr: 9.3e-05  tnm: 0.38  Lm: 5.886 (5.871)  Lt: 5.226 (5.228)  Accm: 4.18 (4.30)  Acct: 6.62 (6.61)  time: 0.4042  data: 0.0002
[11-17 09:59:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [1251/1669]  eta: 0:03:00  tlr: 9.3e-05  tnm: 0.38  Lm: 5.947 (5.934)  Lt: 5.321 (5.303)  Accm: 4.06 (4.08)  Acct: 6.10 (6.26)  time: 0.4042  data: 0.0002
[11-17 09:59:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [1251/1669]  eta: 0:03:00  tlr: 9.3e-05  tnm: 0.38  Lm: 5.865 (5.853)  Lt: 5.197 (5.206)  Accm: 4.38 (4.43)  Acct: 6.84 (6.78)  time: 0.4043  data: 0.0003
[11-17 10:02:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [1668/1669]  eta: 0:00:00  tlr: 9.3e-05  tnm: 0.40  Lm: 5.863 (5.853)  Lt: 5.175 (5.193)  Accm: 4.38 (4.42)  Acct: 6.80 (6.79)  time: 0.4135  data: 0.0014
[11-17 10:02:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 149/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 10:02:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [1668/1669]  eta: 0:00:00  tlr: 9.3e-05  tnm: 0.40  Lm: 5.917 (5.910)  Lt: 5.275 (5.268)  Accm: 4.17 (4.21)  Acct: 6.22 (6.48)  time: 0.4135  data: 0.0016
[11-17 10:02:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [1668/1669]  eta: 0:00:00  tlr: 9.3e-05  tnm: 0.40  Lm: 5.901 (5.925)  Lt: 5.262 (5.276)  Accm: 4.01 (4.09)  Acct: 5.99 (6.16)  time: 0.4135  data: 0.0017
[11-17 10:02:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 149/350]  [1668/1669]  eta: 0:00:00  tlr: 9.3e-05  tnm: 0.40  Lm: 5.890 (5.875)  Lt: 5.238 (5.230)  Accm: 4.39 (4.32)  Acct: 6.59 (6.61)  time: 0.4135  data: 0.0016
[11-17 10:02:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 149/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 10:02:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 149/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 10:02:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 149/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 10:04:20] (home/user/VAR/trainer.py, line 113)=> FID: 7.0978262440049775
[11-17 10:04:20] (/home/user/VAR/train.py , line 259)=>  [*] [ep149]  (val 50000)  Lm: 5.8991, Lt: 5.2573, Acc m&t: 4.23 6.48,  Val cost: 125.11s
[11-17 10:04:20] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-17 10:04:36] (/home/user/VAR/train.py , line 276)=>      [ep149]  (training )  Lm: 5.894 (5.899), Lt: 5.254 (5.257),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:37:27,  Finish: 2024-11-18 08:39
[11-17 10:04:36] (/home/user/VAR/train.py , line 276)=>      [ep149]  (training )  Lm: 5.894 (5.899), Lt: 5.254 (5.257),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:37:36,  Finish: 2024-11-18 08:39
[11-17 10:04:36] (/home/user/VAR/train.py , line 276)=>      [ep149]  (training )  Lm: 5.894 (5.899), Lt: 5.254 (5.257),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:37:17,  Finish: 2024-11-18 08:39
[11-17 10:04:36] (/home/user/VAR/train.py , line 276)=>      [ep149]  (training )  Lm: 5.894 (5.899), Lt: 5.254 (5.257),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:36:51,  Finish: 2024-11-18 08:39
[11-17 10:04:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [   0/1669]  eta: 0:10:37  tlr: 9.3e-05  tnm: 0.36  Lm: 5.847 (5.847)  Lt: 5.192 (5.192)  Accm: 4.52 (4.52)  Acct: 6.70 (6.70)  time: 0.3818  data: 0.0004
[11-17 10:04:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [   0/1669]  eta: 0:10:37  tlr: 9.3e-05  tnm: 0.36  Lm: 5.888 (5.888)  Lt: 5.232 (5.232)  Accm: 4.32 (4.32)  Acct: 6.58 (6.58)  time: 0.3817  data: 0.0004
[11-17 10:04:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [   0/1669]  eta: 0:10:36  tlr: 9.3e-05  tnm: 0.36  Lm: 5.852 (5.852)  Lt: 5.224 (5.224)  Accm: 4.62 (4.62)  Acct: 6.73 (6.73)  time: 0.3814  data: 0.0004
[11-17 10:04:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [   0/1669]  eta: 0:11:09  tlr: 9.3e-05  tnm: 0.36  Lm: 5.988 (5.988)  Lt: 5.344 (5.344)  Accm: 3.63 (3.63)  Acct: 5.85 (5.85)  time: 0.4014  data: 0.0004
[11-17 10:07:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [ 417/1669]  eta: 0:08:41  tlr: 9.3e-05  tnm: 0.39  Lm: 5.968 (5.968)  Lt: 5.352 (5.352)  Accm: 3.85 (3.85)  Acct: 5.97 (5.97)  time: 0.4127  data: 0.0002
[11-17 10:07:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [ 417/1669]  eta: 0:08:41  tlr: 9.3e-05  tnm: 0.39  Lm: 5.857 (5.857)  Lt: 5.206 (5.206)  Accm: 4.54 (4.54)  Acct: 6.85 (6.85)  time: 0.4127  data: 0.0002
[11-17 10:07:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [ 417/1669]  eta: 0:08:41  tlr: 9.3e-05  tnm: 0.39  Lm: 5.901 (5.901)  Lt: 5.271 (5.271)  Accm: 4.29 (4.29)  Acct: 6.59 (6.59)  time: 0.4127  data: 0.0002
[11-17 10:07:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [ 417/1669]  eta: 0:08:41  tlr: 9.3e-05  tnm: 0.39  Lm: 5.886 (5.886)  Lt: 5.213 (5.213)  Accm: 4.43 (4.43)  Acct: 6.77 (6.77)  time: 0.4126  data: 0.0002
[11-17 10:10:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [ 834/1669]  eta: 0:05:59  tlr: 9.2e-05  tnm: 0.38  Lm: 5.847 (5.821)  Lt: 5.192 (5.160)  Accm: 4.52 (4.69)  Acct: 6.84 (7.19)  time: 0.4049  data: 0.0002
[11-17 10:10:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [ 834/1669]  eta: 0:05:59  tlr: 9.2e-05  tnm: 0.38  Lm: 5.948 (5.941)  Lt: 5.344 (5.299)  Accm: 4.06 (4.04)  Acct: 6.08 (6.28)  time: 0.4049  data: 0.0002
[11-17 10:10:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [ 834/1669]  eta: 0:05:59  tlr: 9.2e-05  tnm: 0.38  Lm: 5.862 (5.898)  Lt: 5.224 (5.249)  Accm: 4.46 (4.36)  Acct: 6.73 (6.79)  time: 0.4049  data: 0.0003
[11-17 10:10:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [ 834/1669]  eta: 0:05:59  tlr: 9.2e-05  tnm: 0.38  Lm: 5.915 (5.926)  Lt: 5.311 (5.302)  Accm: 4.27 (4.18)  Acct: 6.58 (6.45)  time: 0.4049  data: 0.0002
[11-17 10:13:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [1251/1669]  eta: 0:02:59  tlr: 9.2e-05  tnm: 0.44  Lm: 5.905 (5.918)  Lt: 5.287 (5.292)  Accm: 4.15 (4.14)  Acct: 6.36 (6.34)  time: 0.4552  data: 0.0002
[11-17 10:13:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [1251/1669]  eta: 0:02:59  tlr: 9.2e-05  tnm: 0.44  Lm: 5.917 (5.925)  Lt: 5.290 (5.283)  Accm: 4.18 (4.10)  Acct: 6.17 (6.28)  time: 0.4552  data: 0.0002
[11-17 10:13:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [1251/1669]  eta: 0:02:59  tlr: 9.2e-05  tnm: 0.44  Lm: 5.896 (5.906)  Lt: 5.248 (5.255)  Accm: 4.25 (4.28)  Acct: 6.70 (6.63)  time: 0.4552  data: 0.0002
[11-17 10:13:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [1251/1669]  eta: 0:02:59  tlr: 9.2e-05  tnm: 0.44  Lm: 5.874 (5.841)  Lt: 5.210 (5.177)  Accm: 4.43 (4.60)  Acct: 6.77 (7.05)  time: 0.4552  data: 0.0002
[11-17 10:16:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [1668/1669]  eta: 0:00:00  tlr: 9.2e-05  tnm: 0.35  Lm: 5.901 (5.861)  Lt: 5.229 (5.202)  Accm: 4.34 (4.50)  Acct: 6.70 (6.90)  time: 0.4574  data: 0.0015
[11-17 10:16:33] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 150/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 10:16:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [1668/1669]  eta: 0:00:00  tlr: 9.2e-05  tnm: 0.35  Lm: 5.915 (5.926)  Lt: 5.311 (5.301)  Accm: 4.20 (4.15)  Acct: 6.58 (6.42)  time: 0.4574  data: 0.0017
[11-17 10:16:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [1668/1669]  eta: 0:00:00  tlr: 9.2e-05  tnm: 0.35  Lm: 5.929 (5.929)  Lt: 5.273 (5.285)  Accm: 4.04 (4.17)  Acct: 6.66 (6.42)  time: 0.4574  data: 0.0019
[11-17 10:16:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 150/350]  [1668/1669]  eta: 0:00:00  tlr: 9.2e-05  tnm: 0.35  Lm: 5.887 (5.913)  Lt: 5.236 (5.272)  Accm: 4.28 (4.14)  Acct: 6.27 (6.29)  time: 0.4574  data: 0.0015
[11-17 10:16:33] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 150/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 10:16:33] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 150/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 10:16:33] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 150/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 10:16:33] (/home/user/VAR/train.py , line 276)=>      [ep150]  (training )  Lm: 5.894 (5.905), Lt: 5.254 (5.266),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:23:44,  Finish: 2024-11-18 08:40
[11-17 10:16:33] (/home/user/VAR/train.py , line 276)=>      [ep150]  (training )  Lm: 5.894 (5.905), Lt: 5.254 (5.266),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:23:58,  Finish: 2024-11-18 08:40
[11-17 10:16:33] (/home/user/VAR/train.py , line 276)=>      [ep150]  (training )  Lm: 5.894 (5.905), Lt: 5.254 (5.266),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:24:48,  Finish: 2024-11-18 08:41
[11-17 10:16:33] (/home/user/VAR/train.py , line 276)=>      [ep150]  (training )  Lm: 5.894 (5.905), Lt: 5.254 (5.266),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:23:58,  Finish: 2024-11-18 08:40
[11-17 10:16:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [   0/1669]  eta: 0:09:24  tlr: 9.2e-05  tnm: 0.41  Lm: 5.842 (5.842)  Lt: 5.148 (5.148)  Accm: 4.43 (4.43)  Acct: 7.06 (7.06)  time: 0.3379  data: 0.0004
[11-17 10:16:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [   0/1669]  eta: 0:09:23  tlr: 9.2e-05  tnm: 0.41  Lm: 5.851 (5.851)  Lt: 5.163 (5.163)  Accm: 4.49 (4.49)  Acct: 7.35 (7.35)  time: 0.3377  data: 0.0004
[11-17 10:16:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [   0/1669]  eta: 0:09:35  tlr: 9.2e-05  tnm: 0.41  Lm: 5.788 (5.788)  Lt: 5.134 (5.134)  Accm: 4.62 (4.62)  Acct: 6.89 (6.89)  time: 0.3448  data: 0.0004
[11-17 10:16:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [   0/1669]  eta: 0:10:12  tlr: 9.2e-05  tnm: 0.41  Lm: 6.055 (6.055)  Lt: 5.439 (5.439)  Accm: 3.51 (3.51)  Acct: 5.17 (5.17)  time: 0.3667  data: 0.0004
[11-17 10:19:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [ 417/1669]  eta: 0:08:48  tlr: 9.2e-05  tnm: 0.40  Lm: 5.890 (5.890)  Lt: 5.260 (5.260)  Accm: 4.21 (4.21)  Acct: 6.23 (6.23)  time: 0.4590  data: 0.0002
[11-17 10:19:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [ 417/1669]  eta: 0:08:48  tlr: 9.2e-05  tnm: 0.40  Lm: 5.835 (5.835)  Lt: 5.182 (5.182)  Accm: 4.62 (4.62)  Acct: 7.04 (7.04)  time: 0.4590  data: 0.0002
[11-17 10:19:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [ 417/1669]  eta: 0:08:48  tlr: 9.2e-05  tnm: 0.40  Lm: 5.851 (5.851)  Lt: 5.214 (5.214)  Accm: 4.36 (4.36)  Acct: 6.54 (6.54)  time: 0.4590  data: 0.0002
[11-17 10:19:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [ 417/1669]  eta: 0:08:48  tlr: 9.2e-05  tnm: 0.40  Lm: 5.822 (5.822)  Lt: 5.129 (5.129)  Accm: 4.61 (4.61)  Acct: 7.15 (7.15)  time: 0.4590  data: 0.0002
[11-17 10:22:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [ 834/1669]  eta: 0:05:56  tlr: 9.2e-05  tnm: 0.37  Lm: 5.842 (5.830)  Lt: 5.148 (5.164)  Accm: 4.43 (4.51)  Acct: 7.06 (6.90)  time: 0.4076  data: 0.0003
[11-17 10:22:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [ 834/1669]  eta: 0:05:56  tlr: 9.2e-05  tnm: 0.37  Lm: 5.851 (5.852)  Lt: 5.202 (5.193)  Accm: 4.49 (4.48)  Acct: 6.75 (6.94)  time: 0.4076  data: 0.0002
[11-17 10:22:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [ 834/1669]  eta: 0:05:56  tlr: 9.2e-05  tnm: 0.37  Lm: 6.055 (5.951)  Lt: 5.439 (5.330)  Accm: 3.51 (3.97)  Acct: 5.17 (5.83)  time: 0.4076  data: 0.0002
[11-17 10:22:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [ 834/1669]  eta: 0:05:56  tlr: 9.2e-05  tnm: 0.37  Lm: 5.788 (5.817)  Lt: 5.134 (5.179)  Accm: 4.62 (4.52)  Acct: 6.89 (6.92)  time: 0.4077  data: 0.0003
[11-17 10:25:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [1251/1669]  eta: 0:02:58  tlr: 9.2e-05  tnm: 0.40  Lm: 5.849 (5.840)  Lt: 5.198 (5.200)  Accm: 4.44 (4.46)  Acct: 6.66 (6.80)  time: 0.4540  data: 0.0002
[11-17 10:25:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [1251/1669]  eta: 0:02:58  tlr: 9.2e-05  tnm: 0.40  Lm: 5.869 (5.887)  Lt: 5.208 (5.237)  Accm: 4.35 (4.35)  Acct: 6.74 (6.64)  time: 0.4539  data: 0.0002
[11-17 10:25:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [1251/1669]  eta: 0:02:58  tlr: 9.2e-05  tnm: 0.40  Lm: 5.827 (5.826)  Lt: 5.137 (5.155)  Accm: 4.37 (4.45)  Acct: 6.96 (6.89)  time: 0.4540  data: 0.0002
[11-17 10:25:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [1251/1669]  eta: 0:02:58  tlr: 9.2e-05  tnm: 0.40  Lm: 5.961 (5.930)  Lt: 5.325 (5.301)  Accm: 4.00 (4.10)  Acct: 6.12 (6.14)  time: 0.4539  data: 0.0002
[11-17 10:28:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [1668/1669]  eta: 0:00:00  tlr: 9.2e-05  tnm: 0.40  Lm: 5.920 (5.928)  Lt: 5.224 (5.285)  Accm: 4.04 (4.09)  Acct: 6.42 (6.19)  time: 0.4531  data: 0.0018
[11-17 10:28:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 151/350]   Total time:      0:11:58   (0.431 s / it)
[11-17 10:28:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [1668/1669]  eta: 0:00:00  tlr: 9.2e-05  tnm: 0.40  Lm: 5.887 (5.893)  Lt: 5.214 (5.251)  Accm: 4.25 (4.33)  Acct: 6.73 (6.58)  time: 0.4531  data: 0.0015
[11-17 10:28:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [1668/1669]  eta: 0:00:00  tlr: 9.2e-05  tnm: 0.40  Lm: 5.842 (5.832)  Lt: 5.148 (5.165)  Accm: 4.31 (4.39)  Acct: 6.87 (6.76)  time: 0.4531  data: 0.0018
[11-17 10:28:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 151/350]  [1668/1669]  eta: 0:00:00  tlr: 9.2e-05  tnm: 0.40  Lm: 5.903 (5.853)  Lt: 5.236 (5.207)  Accm: 4.25 (4.39)  Acct: 6.47 (6.74)  time: 0.4531  data: 0.0016
[11-17 10:28:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 151/350]   Total time:      0:11:58   (0.431 s / it)
[11-17 10:28:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 151/350]   Total time:      0:11:58   (0.431 s / it)
[11-17 10:28:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 151/350]   Total time:      0:11:58   (0.431 s / it)
[11-17 10:28:32] (/home/user/VAR/train.py , line 276)=>      [ep151]  (training )  Lm: 5.894 (5.900), Lt: 5.254 (5.262),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:31:12,  Finish: 2024-11-18 08:59
[11-17 10:28:32] (/home/user/VAR/train.py , line 276)=>      [ep151]  (training )  Lm: 5.894 (5.900), Lt: 5.254 (5.262),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:31:34,  Finish: 2024-11-18 09:00
[11-17 10:28:32] (/home/user/VAR/train.py , line 276)=>      [ep151]  (training )  Lm: 5.894 (5.900), Lt: 5.254 (5.262),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:31:54,  Finish: 2024-11-18 09:00
[11-17 10:28:32] (/home/user/VAR/train.py , line 276)=>      [ep151]  (training )  Lm: 5.894 (5.900), Lt: 5.254 (5.262),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:31:22,  Finish: 2024-11-18 08:59
[11-17 10:28:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [   0/1669]  eta: 0:09:27  tlr: 9.2e-05  tnm: 0.35  Lm: 5.857 (5.857)  Lt: 5.234 (5.234)  Accm: 4.38 (4.38)  Acct: 6.51 (6.51)  time: 0.3400  data: 0.0004
[11-17 10:28:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [   0/1669]  eta: 0:09:27  tlr: 9.2e-05  tnm: 0.35  Lm: 6.007 (6.007)  Lt: 5.392 (5.392)  Accm: 3.99 (3.99)  Acct: 6.11 (6.11)  time: 0.3402  data: 0.0004
[11-17 10:28:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [   0/1669]  eta: 0:09:28  tlr: 9.2e-05  tnm: 0.35  Lm: 5.805 (5.805)  Lt: 5.147 (5.147)  Accm: 4.85 (4.85)  Acct: 7.25 (7.25)  time: 0.3404  data: 0.0004
[11-17 10:28:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [   0/1669]  eta: 0:09:28  tlr: 9.2e-05  tnm: 0.35  Lm: 5.772 (5.772)  Lt: 5.131 (5.131)  Accm: 4.39 (4.39)  Acct: 6.59 (6.59)  time: 0.3404  data: 0.0004
[11-17 10:31:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [ 417/1669]  eta: 0:08:55  tlr: 9.2e-05  tnm: 0.36  Lm: 5.785 (5.785)  Lt: 5.139 (5.139)  Accm: 4.44 (4.44)  Acct: 6.54 (6.54)  time: 0.4117  data: 0.0002
[11-17 10:31:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [ 417/1669]  eta: 0:08:55  tlr: 9.2e-05  tnm: 0.36  Lm: 5.796 (5.796)  Lt: 5.153 (5.153)  Accm: 4.94 (4.94)  Acct: 7.18 (7.18)  time: 0.4117  data: 0.0002
[11-17 10:31:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [ 417/1669]  eta: 0:08:55  tlr: 9.2e-05  tnm: 0.36  Lm: 5.945 (5.945)  Lt: 5.319 (5.319)  Accm: 4.05 (4.05)  Acct: 6.29 (6.29)  time: 0.4117  data: 0.0002
[11-17 10:31:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [ 417/1669]  eta: 0:08:55  tlr: 9.2e-05  tnm: 0.36  Lm: 5.871 (5.871)  Lt: 5.225 (5.225)  Accm: 4.38 (4.38)  Acct: 6.46 (6.46)  time: 0.4117  data: 0.0002
[11-17 10:34:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [ 834/1669]  eta: 0:05:53  tlr: 9.2e-05  tnm: 0.37  Lm: 5.885 (5.906)  Lt: 5.234 (5.263)  Accm: 4.38 (4.29)  Acct: 6.40 (6.42)  time: 0.4108  data: 0.0003
[11-17 10:34:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [ 834/1669]  eta: 0:05:53  tlr: 9.2e-05  tnm: 0.37  Lm: 5.805 (5.820)  Lt: 5.158 (5.178)  Accm: 4.85 (4.81)  Acct: 7.11 (6.99)  time: 0.4108  data: 0.0002
[11-17 10:34:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [ 834/1669]  eta: 0:05:53  tlr: 9.2e-05  tnm: 0.37  Lm: 6.007 (5.968)  Lt: 5.392 (5.346)  Accm: 3.99 (3.95)  Acct: 6.11 (6.09)  time: 0.4108  data: 0.0002
[11-17 10:34:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [ 834/1669]  eta: 0:05:53  tlr: 9.2e-05  tnm: 0.37  Lm: 5.798 (5.841)  Lt: 5.147 (5.204)  Accm: 4.39 (4.22)  Acct: 6.49 (6.35)  time: 0.4108  data: 0.0002
[11-17 10:37:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [1251/1669]  eta: 0:02:56  tlr: 9.1e-05  tnm: 0.40  Lm: 5.875 (5.895)  Lt: 5.240 (5.255)  Accm: 4.09 (4.12)  Acct: 6.23 (6.22)  time: 0.4088  data: 0.0003
[11-17 10:37:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [1251/1669]  eta: 0:02:56  tlr: 9.1e-05  tnm: 0.40  Lm: 5.914 (5.915)  Lt: 5.259 (5.268)  Accm: 4.25 (4.24)  Acct: 6.37 (6.36)  time: 0.4088  data: 0.0002
[11-17 10:37:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [1251/1669]  eta: 0:02:56  tlr: 9.1e-05  tnm: 0.40  Lm: 5.824 (5.826)  Lt: 5.174 (5.181)  Accm: 4.69 (4.68)  Acct: 6.96 (6.94)  time: 0.4088  data: 0.0002
[11-17 10:37:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [1251/1669]  eta: 0:02:56  tlr: 9.1e-05  tnm: 0.40  Lm: 5.945 (5.943)  Lt: 5.319 (5.316)  Accm: 4.05 (4.06)  Acct: 6.29 (6.22)  time: 0.4088  data: 0.0002
[11-17 10:40:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [1668/1669]  eta: 0:00:00  tlr: 9.1e-05  tnm: 0.41  Lm: 5.907 (5.936)  Lt: 5.279 (5.309)  Accm: 4.12 (4.12)  Acct: 6.47 (6.30)  time: 0.4523  data: 0.0021
[11-17 10:40:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 152/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 10:40:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [1668/1669]  eta: 0:00:00  tlr: 9.1e-05  tnm: 0.41  Lm: 5.843 (5.856)  Lt: 5.190 (5.210)  Accm: 4.53 (4.49)  Acct: 6.80 (6.69)  time: 0.4523  data: 0.0015
[11-17 10:40:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [1668/1669]  eta: 0:00:00  tlr: 9.1e-05  tnm: 0.41  Lm: 5.942 (5.932)  Lt: 5.285 (5.289)  Accm: 4.12 (4.08)  Acct: 6.34 (6.11)  time: 0.4523  data: 0.0015
[11-17 10:40:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 152/350]  [1668/1669]  eta: 0:00:00  tlr: 9.1e-05  tnm: 0.41  Lm: 5.920 (5.900)  Lt: 5.279 (5.260)  Accm: 4.23 (4.14)  Acct: 6.18 (6.21)  time: 0.4523  data: 0.0014
[11-17 10:40:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 152/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 10:40:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 152/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 10:40:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 152/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 10:40:32] (/home/user/VAR/train.py , line 276)=>      [ep152]  (training )  Lm: 5.894 (5.900), Lt: 5.254 (5.264),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:03:13,  Finish: 2024-11-18 08:43
[11-17 10:40:32] (/home/user/VAR/train.py , line 276)=>      [ep152]  (training )  Lm: 5.894 (5.900), Lt: 5.254 (5.264),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:02:44,  Finish: 2024-11-18 08:43
[11-17 10:40:32] (/home/user/VAR/train.py , line 276)=>      [ep152]  (training )  Lm: 5.894 (5.900), Lt: 5.254 (5.264),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:04:15,  Finish: 2024-11-18 08:44
[11-17 10:40:32] (/home/user/VAR/train.py , line 276)=>      [ep152]  (training )  Lm: 5.894 (5.900), Lt: 5.254 (5.264),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:03:23,  Finish: 2024-11-18 08:43
[11-17 10:40:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [   0/1669]  eta: 0:10:32  tlr: 9.1e-05  tnm: 0.40  Lm: 5.930 (5.930)  Lt: 5.306 (5.306)  Accm: 4.12 (4.12)  Acct: 6.47 (6.47)  time: 0.3791  data: 0.0004
[11-17 10:40:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [   0/1669]  eta: 0:10:24  tlr: 9.1e-05  tnm: 0.40  Lm: 5.950 (5.950)  Lt: 5.297 (5.297)  Accm: 4.17 (4.17)  Acct: 6.59 (6.59)  time: 0.3741  data: 0.0003
[11-17 10:40:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [   0/1669]  eta: 0:10:32  tlr: 9.1e-05  tnm: 0.40  Lm: 5.924 (5.924)  Lt: 5.273 (5.273)  Accm: 4.08 (4.08)  Acct: 6.08 (6.08)  time: 0.3789  data: 0.0003
[11-17 10:40:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [   0/1669]  eta: 0:10:32  tlr: 9.1e-05  tnm: 0.40  Lm: 5.954 (5.954)  Lt: 5.345 (5.345)  Accm: 3.97 (3.97)  Acct: 6.23 (6.23)  time: 0.3787  data: 0.0004
[11-17 10:43:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [ 417/1669]  eta: 0:08:56  tlr: 9.1e-05  tnm: 0.41  Lm: 5.869 (5.869)  Lt: 5.238 (5.238)  Accm: 4.43 (4.43)  Acct: 6.86 (6.86)  time: 0.4575  data: 0.0002
[11-17 10:43:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [ 417/1669]  eta: 0:08:56  tlr: 9.1e-05  tnm: 0.41  Lm: 5.927 (5.927)  Lt: 5.321 (5.321)  Accm: 4.08 (4.08)  Acct: 6.15 (6.15)  time: 0.4575  data: 0.0002
[11-17 10:43:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [ 417/1669]  eta: 0:08:56  tlr: 9.1e-05  tnm: 0.41  Lm: 5.932 (5.932)  Lt: 5.279 (5.279)  Accm: 4.06 (4.06)  Acct: 6.27 (6.27)  time: 0.4575  data: 0.0003
[11-17 10:43:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [ 417/1669]  eta: 0:08:56  tlr: 9.1e-05  tnm: 0.41  Lm: 5.883 (5.883)  Lt: 5.244 (5.244)  Accm: 4.16 (4.16)  Acct: 6.24 (6.24)  time: 0.4575  data: 0.0002
[11-17 10:46:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [ 834/1669]  eta: 0:05:55  tlr: 9.1e-05  tnm: 0.41  Lm: 5.924 (5.904)  Lt: 5.273 (5.262)  Accm: 4.08 (4.13)  Acct: 6.18 (6.22)  time: 0.4547  data: 0.0003
[11-17 10:46:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [ 834/1669]  eta: 0:05:55  tlr: 9.1e-05  tnm: 0.41  Lm: 5.935 (5.933)  Lt: 5.288 (5.282)  Accm: 3.96 (4.03)  Acct: 6.28 (6.27)  time: 0.4547  data: 0.0002
[11-17 10:46:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [ 834/1669]  eta: 0:05:55  tlr: 9.1e-05  tnm: 0.41  Lm: 5.925 (5.921)  Lt: 5.306 (5.308)  Accm: 4.04 (4.05)  Acct: 5.94 (6.08)  time: 0.4547  data: 0.0002
[11-17 10:46:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [ 834/1669]  eta: 0:05:55  tlr: 9.1e-05  tnm: 0.41  Lm: 5.859 (5.866)  Lt: 5.210 (5.229)  Accm: 4.14 (4.33)  Acct: 6.34 (6.69)  time: 0.4547  data: 0.0003
[11-17 10:49:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [1251/1669]  eta: 0:02:58  tlr: 9.1e-05  tnm: 0.41  Lm: 5.904 (5.886)  Lt: 5.264 (5.251)  Accm: 4.17 (4.30)  Acct: 6.28 (6.56)  time: 0.4084  data: 0.0003
[11-17 10:49:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [1251/1669]  eta: 0:02:58  tlr: 9.1e-05  tnm: 0.41  Lm: 5.932 (5.932)  Lt: 5.281 (5.280)  Accm: 4.07 (4.06)  Acct: 6.30 (6.28)  time: 0.4084  data: 0.0002
[11-17 10:49:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [1251/1669]  eta: 0:02:58  tlr: 9.1e-05  tnm: 0.41  Lm: 5.917 (5.914)  Lt: 5.294 (5.289)  Accm: 4.07 (4.06)  Acct: 6.21 (6.19)  time: 0.4084  data: 0.0002
[11-17 10:49:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [1251/1669]  eta: 0:02:58  tlr: 9.1e-05  tnm: 0.41  Lm: 5.893 (5.894)  Lt: 5.244 (5.243)  Accm: 4.13 (4.14)  Acct: 6.29 (6.32)  time: 0.4084  data: 0.0002
[11-17 10:52:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [1668/1669]  eta: 0:00:00  tlr: 9.1e-05  tnm: 0.42  Lm: 5.862 (5.872)  Lt: 5.214 (5.225)  Accm: 4.18 (4.31)  Acct: 6.40 (6.59)  time: 0.4597  data: 0.0017
[11-17 10:52:28] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 153/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 10:52:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [1668/1669]  eta: 0:00:00  tlr: 9.1e-05  tnm: 0.42  Lm: 5.929 (5.920)  Lt: 5.274 (5.268)  Accm: 4.17 (4.10)  Acct: 6.32 (6.29)  time: 0.4597  data: 0.0023
[11-17 10:52:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [1668/1669]  eta: 0:00:00  tlr: 9.1e-05  tnm: 0.42  Lm: 5.882 (5.886)  Lt: 5.238 (5.248)  Accm: 4.20 (4.30)  Acct: 6.34 (6.62)  time: 0.4597  data: 0.0017
[11-17 10:52:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 153/350]  [1668/1669]  eta: 0:00:00  tlr: 9.1e-05  tnm: 0.42  Lm: 5.909 (5.890)  Lt: 5.282 (5.264)  Accm: 4.09 (4.18)  Acct: 6.47 (6.34)  time: 0.4598  data: 0.0015
[11-17 10:52:28] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 153/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 10:52:28] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 153/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 10:52:28] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 153/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 10:52:28] (/home/user/VAR/train.py , line 276)=>      [ep153]  (training )  Lm: 5.894 (5.903), Lt: 5.254 (5.266),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:07:15,  Finish: 2024-11-18 08:59
[11-17 10:52:28] (/home/user/VAR/train.py , line 276)=>      [ep153]  (training )  Lm: 5.894 (5.903), Lt: 5.254 (5.266),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:06:07,  Finish: 2024-11-18 08:58
[11-17 10:52:28] (/home/user/VAR/train.py , line 276)=>      [ep153]  (training )  Lm: 5.894 (5.903), Lt: 5.254 (5.266),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:07:03,  Finish: 2024-11-18 08:59
[11-17 10:52:28] (/home/user/VAR/train.py , line 276)=>      [ep153]  (training )  Lm: 5.894 (5.903), Lt: 5.254 (5.266),  Acc m&t: 4.26 6.50,  Remain: 1 day, 14:05:32,  Finish: 2024-11-18 08:58
[11-17 10:52:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [   0/1669]  eta: 0:10:13  tlr: 9.1e-05  tnm: 0.42  Lm: 5.775 (5.775)  Lt: 5.106 (5.106)  Accm: 5.00 (5.00)  Acct: 7.56 (7.56)  time: 0.3678  data: 0.0004
[11-17 10:52:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [   0/1669]  eta: 0:10:14  tlr: 9.1e-05  tnm: 0.42  Lm: 5.818 (5.818)  Lt: 5.183 (5.183)  Accm: 4.76 (4.76)  Acct: 7.28 (7.28)  time: 0.3684  data: 0.0004
[11-17 10:52:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [   0/1669]  eta: 0:10:13  tlr: 9.1e-05  tnm: 0.42  Lm: 5.949 (5.949)  Lt: 5.329 (5.329)  Accm: 4.14 (4.14)  Acct: 5.87 (5.87)  time: 0.3676  data: 0.0004
[11-17 10:52:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [   0/1669]  eta: 0:10:14  tlr: 9.1e-05  tnm: 0.42  Lm: 5.887 (5.887)  Lt: 5.273 (5.273)  Accm: 4.31 (4.31)  Acct: 6.40 (6.40)  time: 0.3680  data: 0.0003
[11-17 10:55:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [ 417/1669]  eta: 0:08:43  tlr: 9.1e-05  tnm: 0.41  Lm: 5.860 (5.860)  Lt: 5.241 (5.241)  Accm: 4.51 (4.51)  Acct: 6.79 (6.79)  time: 0.4578  data: 0.0002
[11-17 10:55:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [ 417/1669]  eta: 0:08:43  tlr: 9.1e-05  tnm: 0.41  Lm: 5.779 (5.779)  Lt: 5.118 (5.118)  Accm: 4.83 (4.83)  Acct: 7.31 (7.31)  time: 0.4578  data: 0.0002
[11-17 10:55:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [ 417/1669]  eta: 0:08:43  tlr: 9.1e-05  tnm: 0.41  Lm: 5.847 (5.847)  Lt: 5.220 (5.220)  Accm: 4.44 (4.44)  Acct: 6.60 (6.60)  time: 0.4578  data: 0.0002
[11-17 10:55:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [ 417/1669]  eta: 0:08:43  tlr: 9.1e-05  tnm: 0.41  Lm: 5.941 (5.941)  Lt: 5.303 (5.303)  Accm: 4.05 (4.05)  Acct: 5.90 (5.90)  time: 0.4578  data: 0.0003
[11-17 10:58:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [ 834/1669]  eta: 0:05:58  tlr: 9.1e-05  tnm: 0.39  Lm: 5.934 (5.931)  Lt: 5.278 (5.287)  Accm: 4.14 (4.14)  Acct: 5.92 (6.19)  time: 0.4569  data: 0.0003
[11-17 10:58:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [ 834/1669]  eta: 0:05:58  tlr: 9.1e-05  tnm: 0.39  Lm: 5.866 (5.862)  Lt: 5.210 (5.228)  Accm: 4.33 (4.45)  Acct: 7.01 (6.86)  time: 0.4569  data: 0.0002
[11-17 10:58:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [ 834/1669]  eta: 0:05:58  tlr: 9.1e-05  tnm: 0.39  Lm: 5.877 (5.865)  Lt: 5.241 (5.227)  Accm: 4.33 (4.40)  Acct: 6.54 (6.58)  time: 0.4569  data: 0.0002
[11-17 10:58:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [ 834/1669]  eta: 0:05:58  tlr: 9.1e-05  tnm: 0.39  Lm: 5.782 (5.815)  Lt: 5.129 (5.165)  Accm: 4.65 (4.64)  Acct: 7.06 (7.01)  time: 0.4570  data: 0.0002
[11-17 11:01:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [1251/1669]  eta: 0:02:59  tlr: 9e-05  tnm: 0.38  Lm: 5.834 (5.836)  Lt: 5.186 (5.185)  Accm: 4.46 (4.47)  Acct: 6.73 (6.79)  time: 0.4959  data: 0.0002
[11-17 11:01:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [1251/1669]  eta: 0:02:59  tlr: 9e-05  tnm: 0.38  Lm: 5.877 (5.884)  Lt: 5.241 (5.249)  Accm: 4.32 (4.32)  Acct: 6.71 (6.65)  time: 0.4959  data: 0.0002
[11-17 11:01:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [1251/1669]  eta: 0:02:59  tlr: 9e-05  tnm: 0.38  Lm: 5.921 (5.905)  Lt: 5.266 (5.251)  Accm: 4.22 (4.19)  Acct: 6.29 (6.31)  time: 0.4959  data: 0.0002
[11-17 11:01:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [1251/1669]  eta: 0:02:59  tlr: 9e-05  tnm: 0.38  Lm: 5.847 (5.842)  Lt: 5.212 (5.195)  Accm: 4.55 (4.54)  Acct: 6.91 (6.81)  time: 0.4959  data: 0.0002
[11-17 11:04:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [1668/1669]  eta: 0:00:00  tlr: 9e-05  tnm: 0.38  Lm: 5.877 (5.850)  Lt: 5.225 (5.201)  Accm: 4.52 (4.54)  Acct: 7.01 (6.85)  time: 0.4502  data: 0.0020
[11-17 11:04:23] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 154/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 11:04:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [1668/1669]  eta: 0:00:00  tlr: 9e-05  tnm: 0.38  Lm: 5.886 (5.880)  Lt: 5.244 (5.240)  Accm: 4.26 (4.25)  Acct: 6.40 (6.46)  time: 0.4502  data: 0.0015
[11-17 11:04:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [1668/1669]  eta: 0:00:00  tlr: 9e-05  tnm: 0.38  Lm: 5.909 (5.897)  Lt: 5.255 (5.247)  Accm: 4.30 (4.27)  Acct: 6.66 (6.42)  time: 0.4502  data: 0.0015
[11-17 11:04:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 154/350]  [1668/1669]  eta: 0:00:00  tlr: 9e-05  tnm: 0.38  Lm: 5.887 (5.898)  Lt: 5.273 (5.260)  Accm: 4.31 (4.31)  Acct: 6.61 (6.64)  time: 0.4502  data: 0.0015
[11-17 11:04:23] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 154/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 11:04:23] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 154/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 11:04:23] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 154/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 11:04:23] (/home/user/VAR/train.py , line 276)=>      [ep154]  (training )  Lm: 5.894 (5.905), Lt: 5.254 (5.268),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:21:52,  Finish: 2024-11-18 08:26
[11-17 11:04:23] (/home/user/VAR/train.py , line 276)=>      [ep154]  (training )  Lm: 5.894 (5.905), Lt: 5.254 (5.268),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:19:52,  Finish: 2024-11-18 08:24
[11-17 11:04:23] (/home/user/VAR/train.py , line 276)=>      [ep154]  (training )  Lm: 5.894 (5.905), Lt: 5.254 (5.268),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:20:12,  Finish: 2024-11-18 08:24
[11-17 11:04:23] (/home/user/VAR/train.py , line 276)=>      [ep154]  (training )  Lm: 5.894 (5.905), Lt: 5.254 (5.268),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:19:51,  Finish: 2024-11-18 08:24
[11-17 11:04:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [   0/1669]  eta: 0:10:03  tlr: 9e-05  tnm: 0.38  Lm: 5.919 (5.919)  Lt: 5.260 (5.260)  Accm: 4.27 (4.27)  Acct: 6.63 (6.63)  time: 0.3616  data: 0.0003
[11-17 11:04:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [   0/1669]  eta: 0:10:04  tlr: 9e-05  tnm: 0.38  Lm: 5.828 (5.828)  Lt: 5.171 (5.171)  Accm: 4.47 (4.47)  Acct: 7.04 (7.04)  time: 0.3621  data: 0.0004
[11-17 11:04:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [   0/1669]  eta: 0:10:04  tlr: 9e-05  tnm: 0.38  Lm: 5.962 (5.962)  Lt: 5.269 (5.269)  Accm: 3.96 (3.96)  Acct: 6.46 (6.46)  time: 0.3620  data: 0.0003
[11-17 11:04:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [   0/1669]  eta: 0:10:04  tlr: 9e-05  tnm: 0.38  Lm: 5.762 (5.762)  Lt: 5.108 (5.108)  Accm: 4.78 (4.78)  Acct: 7.37 (7.37)  time: 0.3623  data: 0.0004
[11-17 11:07:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [ 417/1669]  eta: 0:08:45  tlr: 9e-05  tnm: 0.42  Lm: 5.887 (5.887)  Lt: 5.248 (5.248)  Accm: 4.61 (4.61)  Acct: 7.05 (7.05)  time: 0.4523  data: 0.0002
[11-17 11:07:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [ 417/1669]  eta: 0:08:45  tlr: 9e-05  tnm: 0.42  Lm: 5.896 (5.896)  Lt: 5.263 (5.263)  Accm: 4.12 (4.12)  Acct: 6.34 (6.34)  time: 0.4523  data: 0.0002
[11-17 11:07:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [ 417/1669]  eta: 0:08:45  tlr: 9e-05  tnm: 0.42  Lm: 5.964 (5.964)  Lt: 5.313 (5.313)  Accm: 3.98 (3.98)  Acct: 6.10 (6.10)  time: 0.4523  data: 0.0002
[11-17 11:07:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [ 417/1669]  eta: 0:08:45  tlr: 9e-05  tnm: 0.42  Lm: 5.936 (5.936)  Lt: 5.301 (5.301)  Accm: 4.25 (4.25)  Acct: 6.37 (6.37)  time: 0.4523  data: 0.0002
[11-17 11:10:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [ 834/1669]  eta: 0:06:00  tlr: 9e-05  tnm: 0.42  Lm: 5.953 (5.959)  Lt: 5.342 (5.330)  Accm: 4.22 (4.12)  Acct: 6.11 (6.20)  time: 0.4517  data: 0.0002
[11-17 11:10:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [ 834/1669]  eta: 0:06:00  tlr: 9e-05  tnm: 0.42  Lm: 5.836 (5.876)  Lt: 5.196 (5.241)  Accm: 4.47 (4.26)  Acct: 7.04 (6.63)  time: 0.4517  data: 0.0002
[11-17 11:10:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [ 834/1669]  eta: 0:06:00  tlr: 9e-05  tnm: 0.42  Lm: 5.962 (5.938)  Lt: 5.269 (5.283)  Accm: 4.01 (4.00)  Acct: 6.40 (6.20)  time: 0.4517  data: 0.0002
[11-17 11:10:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [ 834/1669]  eta: 0:06:00  tlr: 9e-05  tnm: 0.42  Lm: 5.989 (5.921)  Lt: 5.323 (5.273)  Accm: 4.44 (4.35)  Acct: 6.73 (6.67)  time: 0.4517  data: 0.0002
[11-17 11:13:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [1251/1669]  eta: 0:02:58  tlr: 9e-05  tnm: 0.37  Lm: 5.975 (5.931)  Lt: 5.319 (5.284)  Accm: 4.19 (4.25)  Acct: 6.38 (6.51)  time: 0.4522  data: 0.0002
[11-17 11:13:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [1251/1669]  eta: 0:02:58  tlr: 9e-05  tnm: 0.37  Lm: 5.900 (5.898)  Lt: 5.257 (5.260)  Accm: 4.31 (4.23)  Acct: 6.85 (6.64)  time: 0.4522  data: 0.0002
[11-17 11:13:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [1251/1669]  eta: 0:02:58  tlr: 9e-05  tnm: 0.37  Lm: 5.936 (5.925)  Lt: 5.301 (5.300)  Accm: 4.25 (4.21)  Acct: 6.37 (6.34)  time: 0.4522  data: 0.0002
[11-17 11:13:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [1251/1669]  eta: 0:02:58  tlr: 9e-05  tnm: 0.37  Lm: 5.946 (5.936)  Lt: 5.285 (5.288)  Accm: 4.03 (4.08)  Acct: 6.39 (6.24)  time: 0.4522  data: 0.0002
[11-17 11:16:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [1668/1669]  eta: 0:00:00  tlr: 9e-05  tnm: 0.37  Lm: 5.930 (5.919)  Lt: 5.269 (5.274)  Accm: 4.05 (4.16)  Acct: 6.40 (6.27)  time: 0.4576  data: 0.0015
[11-17 11:16:18] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 155/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 11:16:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [1668/1669]  eta: 0:00:00  tlr: 9e-05  tnm: 0.37  Lm: 5.961 (5.927)  Lt: 5.315 (5.285)  Accm: 4.23 (4.24)  Acct: 6.08 (6.42)  time: 0.4576  data: 0.0016
[11-17 11:16:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [1668/1669]  eta: 0:00:00  tlr: 9e-05  tnm: 0.37  Lm: 5.862 (5.891)  Lt: 5.256 (5.259)  Accm: 4.36 (4.26)  Acct: 6.66 (6.62)  time: 0.4576  data: 0.0022
[11-17 11:16:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 155/350]  [1668/1669]  eta: 0:00:00  tlr: 9e-05  tnm: 0.37  Lm: 5.919 (5.922)  Lt: 5.265 (5.293)  Accm: 4.27 (4.23)  Acct: 6.63 (6.41)  time: 0.4576  data: 0.0019
[11-17 11:16:18] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 155/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 11:16:18] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 155/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 11:16:18] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 155/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 11:16:18] (/home/user/VAR/train.py , line 276)=>      [ep155]  (training )  Lm: 5.894 (5.907), Lt: 5.254 (5.269),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:47:35,  Finish: 2024-11-18 09:03
[11-17 11:16:18] (/home/user/VAR/train.py , line 276)=>      [ep155]  (training )  Lm: 5.894 (5.907), Lt: 5.254 (5.269),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:48:37,  Finish: 2024-11-18 09:04
[11-17 11:16:18] (/home/user/VAR/train.py , line 276)=>      [ep155]  (training )  Lm: 5.894 (5.907), Lt: 5.254 (5.269),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:48:08,  Finish: 2024-11-18 09:04
[11-17 11:16:18] (/home/user/VAR/train.py , line 276)=>      [ep155]  (training )  Lm: 5.894 (5.907), Lt: 5.254 (5.269),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:48:04,  Finish: 2024-11-18 09:04
[11-17 11:16:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [   0/1669]  eta: 0:10:27  tlr: 9e-05  tnm: 0.39  Lm: 5.839 (5.839)  Lt: 5.170 (5.170)  Accm: 4.41 (4.41)  Acct: 6.80 (6.80)  time: 0.3759  data: 0.0003
[11-17 11:16:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [   0/1669]  eta: 0:10:27  tlr: 9e-05  tnm: 0.39  Lm: 5.876 (5.876)  Lt: 5.240 (5.240)  Accm: 4.44 (4.44)  Acct: 6.73 (6.73)  time: 0.3760  data: 0.0004
[11-17 11:16:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [   0/1669]  eta: 0:10:28  tlr: 9e-05  tnm: 0.39  Lm: 5.721 (5.721)  Lt: 5.109 (5.109)  Accm: 5.03 (5.03)  Acct: 7.77 (7.77)  time: 0.3766  data: 0.0003
[11-17 11:16:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [   0/1669]  eta: 0:10:28  tlr: 9e-05  tnm: 0.39  Lm: 6.038 (6.038)  Lt: 5.433 (5.433)  Accm: 3.68 (3.68)  Acct: 5.73 (5.73)  time: 0.3764  data: 0.0004
[11-17 11:19:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [ 417/1669]  eta: 0:08:42  tlr: 9e-05  tnm: 0.42  Lm: 5.950 (5.950)  Lt: 5.360 (5.360)  Accm: 4.06 (4.06)  Acct: 6.20 (6.20)  time: 0.4114  data: 0.0002
[11-17 11:19:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [ 417/1669]  eta: 0:08:42  tlr: 9e-05  tnm: 0.42  Lm: 5.872 (5.872)  Lt: 5.237 (5.237)  Accm: 4.35 (4.35)  Acct: 6.64 (6.64)  time: 0.4114  data: 0.0002
[11-17 11:19:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [ 417/1669]  eta: 0:08:42  tlr: 9e-05  tnm: 0.42  Lm: 5.855 (5.855)  Lt: 5.173 (5.173)  Accm: 4.44 (4.44)  Acct: 6.94 (6.94)  time: 0.4114  data: 0.0002
[11-17 11:19:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [ 417/1669]  eta: 0:08:42  tlr: 9e-05  tnm: 0.42  Lm: 5.799 (5.799)  Lt: 5.202 (5.202)  Accm: 4.62 (4.62)  Acct: 7.04 (7.04)  time: 0.4114  data: 0.0002
[11-17 11:22:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [ 834/1669]  eta: 0:05:57  tlr: 9e-05  tnm: 0.40  Lm: 5.877 (5.827)  Lt: 5.218 (5.207)  Accm: 4.55 (4.60)  Acct: 7.25 (7.11)  time: 0.4481  data: 0.0002
[11-17 11:22:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [ 834/1669]  eta: 0:05:57  tlr: 9e-05  tnm: 0.40  Lm: 5.876 (5.898)  Lt: 5.240 (5.270)  Accm: 4.25 (4.20)  Acct: 6.54 (6.42)  time: 0.4481  data: 0.0002
[11-17 11:22:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [ 834/1669]  eta: 0:05:57  tlr: 9e-05  tnm: 0.40  Lm: 5.871 (5.882)  Lt: 5.176 (5.214)  Accm: 4.41 (4.35)  Acct: 6.80 (6.73)  time: 0.4481  data: 0.0002
[11-17 11:22:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [ 834/1669]  eta: 0:05:57  tlr: 9e-05  tnm: 0.40  Lm: 5.862 (5.919)  Lt: 5.286 (5.308)  Accm: 3.98 (4.03)  Acct: 5.73 (6.04)  time: 0.4481  data: 0.0003
[11-17 11:25:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [1251/1669]  eta: 0:02:57  tlr: 9e-05  tnm: 0.41  Lm: 5.884 (5.915)  Lt: 5.282 (5.300)  Accm: 4.14 (4.10)  Acct: 6.20 (6.22)  time: 0.4106  data: 0.0003
[11-17 11:25:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [1251/1669]  eta: 0:02:57  tlr: 9e-05  tnm: 0.41  Lm: 5.880 (5.895)  Lt: 5.237 (5.248)  Accm: 4.23 (4.20)  Acct: 6.58 (6.47)  time: 0.4106  data: 0.0002
[11-17 11:25:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [1251/1669]  eta: 0:02:57  tlr: 9e-05  tnm: 0.41  Lm: 5.886 (5.886)  Lt: 5.223 (5.229)  Accm: 4.33 (4.33)  Acct: 6.78 (6.74)  time: 0.4106  data: 0.0002
[11-17 11:25:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [1251/1669]  eta: 0:02:57  tlr: 9e-05  tnm: 0.41  Lm: 5.881 (5.841)  Lt: 5.234 (5.218)  Accm: 4.38 (4.49)  Acct: 6.78 (6.91)  time: 0.4106  data: 0.0002
[11-17 11:28:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [1668/1669]  eta: 0:00:00  tlr: 8.9e-05  tnm: 0.38  Lm: 5.884 (5.860)  Lt: 5.249 (5.233)  Accm: 4.21 (4.40)  Acct: 6.32 (6.74)  time: 0.5014  data: 0.0016
[11-17 11:28:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 156/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 11:28:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [1668/1669]  eta: 0:00:00  tlr: 8.9e-05  tnm: 0.38  Lm: 5.876 (5.884)  Lt: 5.233 (5.234)  Accm: 4.25 (4.26)  Acct: 6.61 (6.55)  time: 0.5014  data: 0.0017
[11-17 11:28:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [1668/1669]  eta: 0:00:00  tlr: 8.9e-05  tnm: 0.38  Lm: 5.906 (5.921)  Lt: 5.286 (5.302)  Accm: 4.22 (4.12)  Acct: 6.51 (6.27)  time: 0.5014  data: 0.0013
[11-17 11:28:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 156/350]  [1668/1669]  eta: 0:00:00  tlr: 8.9e-05  tnm: 0.38  Lm: 5.871 (5.865)  Lt: 5.176 (5.207)  Accm: 4.41 (4.41)  Acct: 6.80 (6.82)  time: 0.5014  data: 0.0018
[11-17 11:28:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 156/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 11:28:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 156/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 11:28:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 156/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 11:28:12] (/home/user/VAR/train.py , line 276)=>      [ep156]  (training )  Lm: 5.894 (5.902), Lt: 5.254 (5.262),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:22:50,  Finish: 2024-11-18 08:51
[11-17 11:28:12] (/home/user/VAR/train.py , line 276)=>      [ep156]  (training )  Lm: 5.894 (5.902), Lt: 5.254 (5.262),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:22:29,  Finish: 2024-11-18 08:50
[11-17 11:28:12] (/home/user/VAR/train.py , line 276)=>      [ep156]  (training )  Lm: 5.894 (5.902), Lt: 5.254 (5.262),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:22:52,  Finish: 2024-11-18 08:51
[11-17 11:28:12] (/home/user/VAR/train.py , line 276)=>      [ep156]  (training )  Lm: 5.894 (5.902), Lt: 5.254 (5.262),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:22:04,  Finish: 2024-11-18 08:50
[11-17 11:28:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [   0/1669]  eta: 0:09:55  tlr: 8.9e-05  tnm: 0.40  Lm: 5.908 (5.908)  Lt: 5.244 (5.244)  Accm: 4.04 (4.04)  Acct: 6.34 (6.34)  time: 0.3569  data: 0.0004
[11-17 11:28:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [   0/1669]  eta: 0:09:56  tlr: 8.9e-05  tnm: 0.40  Lm: 5.827 (5.827)  Lt: 5.192 (5.192)  Accm: 4.51 (4.51)  Acct: 6.53 (6.53)  time: 0.3575  data: 0.0003
[11-17 11:28:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [   0/1669]  eta: 0:09:56  tlr: 8.9e-05  tnm: 0.40  Lm: 5.996 (5.996)  Lt: 5.369 (5.369)  Accm: 3.85 (3.85)  Acct: 6.08 (6.08)  time: 0.3574  data: 0.0004
[11-17 11:28:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [   0/1669]  eta: 0:09:54  tlr: 8.9e-05  tnm: 0.40  Lm: 5.755 (5.755)  Lt: 5.145 (5.145)  Accm: 4.93 (4.93)  Acct: 6.99 (6.99)  time: 0.3564  data: 0.0004
[11-17 11:31:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [ 417/1669]  eta: 0:08:52  tlr: 8.9e-05  tnm: 0.38  Lm: 5.786 (5.786)  Lt: 5.157 (5.157)  Accm: 4.83 (4.83)  Acct: 7.22 (7.22)  time: 0.4109  data: 0.0002
[11-17 11:31:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [ 417/1669]  eta: 0:08:52  tlr: 8.9e-05  tnm: 0.38  Lm: 5.839 (5.839)  Lt: 5.190 (5.190)  Accm: 4.49 (4.49)  Acct: 6.71 (6.71)  time: 0.4109  data: 0.0003
[11-17 11:31:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [ 417/1669]  eta: 0:08:52  tlr: 8.9e-05  tnm: 0.38  Lm: 5.881 (5.881)  Lt: 5.222 (5.222)  Accm: 4.33 (4.33)  Acct: 6.58 (6.58)  time: 0.4109  data: 0.0003
[11-17 11:31:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [ 417/1669]  eta: 0:08:52  tlr: 8.9e-05  tnm: 0.38  Lm: 5.973 (5.973)  Lt: 5.326 (5.326)  Accm: 3.92 (3.92)  Acct: 6.24 (6.24)  time: 0.4110  data: 0.0002
[11-17 11:34:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [ 834/1669]  eta: 0:05:57  tlr: 8.9e-05  tnm: 0.39  Lm: 5.929 (5.958)  Lt: 5.322 (5.324)  Accm: 4.04 (4.06)  Acct: 6.34 (6.33)  time: 0.5888  data: 0.0003
[11-17 11:34:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [ 834/1669]  eta: 0:05:57  tlr: 8.9e-05  tnm: 0.39  Lm: 5.818 (5.818)  Lt: 5.169 (5.175)  Accm: 4.73 (4.77)  Acct: 7.23 (7.23)  time: 0.5888  data: 0.0002
[11-17 11:34:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [ 834/1669]  eta: 0:05:57  tlr: 8.9e-05  tnm: 0.39  Lm: 5.851 (5.862)  Lt: 5.192 (5.199)  Accm: 4.47 (4.37)  Acct: 6.59 (6.67)  time: 0.5888  data: 0.0002
[11-17 11:34:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [ 834/1669]  eta: 0:05:57  tlr: 8.9e-05  tnm: 0.39  Lm: 5.980 (5.914)  Lt: 5.357 (5.267)  Accm: 3.85 (4.17)  Acct: 6.15 (6.43)  time: 0.5888  data: 0.0002
[11-17 11:37:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [1251/1669]  eta: 0:02:57  tlr: 8.9e-05  tnm: 0.41  Lm: 5.978 (5.930)  Lt: 5.363 (5.294)  Accm: 3.89 (4.11)  Acct: 6.11 (6.32)  time: 0.4073  data: 0.0002
[11-17 11:37:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [1251/1669]  eta: 0:02:57  tlr: 8.9e-05  tnm: 0.41  Lm: 5.879 (5.876)  Lt: 5.205 (5.219)  Accm: 4.47 (4.39)  Acct: 6.56 (6.59)  time: 0.4073  data: 0.0002
[11-17 11:37:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [1251/1669]  eta: 0:02:57  tlr: 8.9e-05  tnm: 0.41  Lm: 5.850 (5.868)  Lt: 5.190 (5.232)  Accm: 4.69 (4.48)  Acct: 7.11 (6.81)  time: 0.4073  data: 0.0002
[11-17 11:37:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [1251/1669]  eta: 0:02:57  tlr: 8.9e-05  tnm: 0.41  Lm: 5.918 (5.919)  Lt: 5.283 (5.282)  Accm: 4.20 (4.17)  Acct: 6.42 (6.44)  time: 0.4073  data: 0.0003
[11-17 11:40:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [1668/1669]  eta: 0:00:00  tlr: 8.9e-05  tnm: 0.39  Lm: 5.908 (5.915)  Lt: 5.254 (5.277)  Accm: 4.28 (4.19)  Acct: 6.51 (6.46)  time: 0.4561  data: 0.0019
[11-17 11:40:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 157/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 11:40:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [1668/1669]  eta: 0:00:00  tlr: 8.9e-05  tnm: 0.39  Lm: 5.977 (5.924)  Lt: 5.357 (5.295)  Accm: 3.93 (4.09)  Acct: 6.08 (6.23)  time: 0.4561  data: 0.0017
[11-17 11:40:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [1668/1669]  eta: 0:00:00  tlr: 8.9e-05  tnm: 0.39  Lm: 5.883 (5.885)  Lt: 5.211 (5.250)  Accm: 4.65 (4.35)  Acct: 6.99 (6.61)  time: 0.4561  data: 0.0015
[11-17 11:40:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 157/350]  [1668/1669]  eta: 0:00:00  tlr: 8.9e-05  tnm: 0.39  Lm: 5.888 (5.878)  Lt: 5.219 (5.219)  Accm: 4.46 (4.37)  Acct: 6.53 (6.56)  time: 0.4561  data: 0.0020
[11-17 11:40:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 157/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 11:40:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 157/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 11:40:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 157/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 11:40:08] (/home/user/VAR/train.py , line 276)=>      [ep157]  (training )  Lm: 5.894 (5.901), Lt: 5.254 (5.260),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:23:10,  Finish: 2024-11-18 09:03
[11-17 11:40:08] (/home/user/VAR/train.py , line 276)=>      [ep157]  (training )  Lm: 5.894 (5.901), Lt: 5.254 (5.260),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:23:49,  Finish: 2024-11-18 09:03
[11-17 11:40:08] (/home/user/VAR/train.py , line 276)=>      [ep157]  (training )  Lm: 5.894 (5.901), Lt: 5.254 (5.260),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:23:04,  Finish: 2024-11-18 09:03
[11-17 11:40:08] (/home/user/VAR/train.py , line 276)=>      [ep157]  (training )  Lm: 5.894 (5.901), Lt: 5.254 (5.260),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:23:58,  Finish: 2024-11-18 09:04
[11-17 11:40:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [   0/1669]  eta: 0:10:38  tlr: 8.9e-05  tnm: 0.38  Lm: 5.851 (5.851)  Lt: 5.191 (5.191)  Accm: 4.46 (4.46)  Acct: 7.15 (7.15)  time: 0.3828  data: 0.0003
[11-17 11:40:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [   0/1669]  eta: 0:10:38  tlr: 8.9e-05  tnm: 0.38  Lm: 5.775 (5.775)  Lt: 5.098 (5.098)  Accm: 4.49 (4.49)  Acct: 6.87 (6.87)  time: 0.3826  data: 0.0003
[11-17 11:40:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [   0/1669]  eta: 0:10:39  tlr: 8.9e-05  tnm: 0.38  Lm: 5.918 (5.918)  Lt: 5.282 (5.282)  Accm: 4.01 (4.01)  Acct: 5.96 (5.96)  time: 0.3833  data: 0.0004
[11-17 11:40:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [   0/1669]  eta: 0:10:39  tlr: 8.9e-05  tnm: 0.38  Lm: 6.009 (6.009)  Lt: 5.363 (5.363)  Accm: 3.91 (3.91)  Acct: 6.16 (6.16)  time: 0.3831  data: 0.0003
[11-17 11:43:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [ 417/1669]  eta: 0:08:47  tlr: 8.9e-05  tnm: 0.40  Lm: 5.975 (5.975)  Lt: 5.350 (5.350)  Accm: 3.96 (3.96)  Acct: 6.10 (6.10)  time: 0.4114  data: 0.0002
[11-17 11:43:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [ 417/1669]  eta: 0:08:47  tlr: 8.9e-05  tnm: 0.40  Lm: 5.860 (5.860)  Lt: 5.183 (5.183)  Accm: 4.50 (4.50)  Acct: 7.06 (7.06)  time: 0.4114  data: 0.0002
[11-17 11:43:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [ 417/1669]  eta: 0:08:47  tlr: 8.9e-05  tnm: 0.40  Lm: 5.950 (5.950)  Lt: 5.325 (5.325)  Accm: 3.85 (3.85)  Acct: 5.79 (5.79)  time: 0.4114  data: 0.0002
[11-17 11:43:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [ 417/1669]  eta: 0:08:47  tlr: 8.9e-05  tnm: 0.40  Lm: 5.893 (5.893)  Lt: 5.254 (5.254)  Accm: 4.29 (4.29)  Acct: 6.50 (6.50)  time: 0.4114  data: 0.0002
[11-17 11:46:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [ 834/1669]  eta: 0:05:59  tlr: 8.9e-05  tnm: 0.42  Lm: 5.918 (5.903)  Lt: 5.268 (5.259)  Accm: 4.14 (4.24)  Acct: 6.34 (6.45)  time: 0.4997  data: 0.0002
[11-17 11:46:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [ 834/1669]  eta: 0:05:59  tlr: 8.9e-05  tnm: 0.42  Lm: 6.009 (5.998)  Lt: 5.363 (5.387)  Accm: 3.91 (3.84)  Acct: 6.03 (5.86)  time: 0.4997  data: 0.0002
[11-17 11:46:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [ 834/1669]  eta: 0:05:59  tlr: 8.9e-05  tnm: 0.42  Lm: 5.869 (5.881)  Lt: 5.191 (5.218)  Accm: 4.46 (4.38)  Acct: 6.97 (6.82)  time: 0.4997  data: 0.0002
[11-17 11:46:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [ 834/1669]  eta: 0:05:59  tlr: 8.9e-05  tnm: 0.42  Lm: 6.011 (5.970)  Lt: 5.344 (5.332)  Accm: 3.80 (3.84)  Acct: 6.13 (5.91)  time: 0.4997  data: 0.0002
[11-17 11:49:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [1251/1669]  eta: 0:02:58  tlr: 8.9e-05  tnm: 0.40  Lm: 5.939 (5.944)  Lt: 5.288 (5.307)  Accm: 4.01 (3.93)  Acct: 6.50 (6.15)  time: 0.4094  data: 0.0002
[11-17 11:49:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [1251/1669]  eta: 0:02:58  tlr: 8.9e-05  tnm: 0.40  Lm: 5.920 (5.917)  Lt: 5.275 (5.267)  Accm: 4.08 (4.18)  Acct: 6.22 (6.36)  time: 0.4093  data: 0.0003
[11-17 11:49:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [1251/1669]  eta: 0:02:58  tlr: 8.9e-05  tnm: 0.40  Lm: 5.975 (5.970)  Lt: 5.350 (5.345)  Accm: 3.93 (3.87)  Acct: 6.04 (5.91)  time: 0.4093  data: 0.0002
[11-17 11:49:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [1251/1669]  eta: 0:02:58  tlr: 8.9e-05  tnm: 0.40  Lm: 5.860 (5.865)  Lt: 5.183 (5.199)  Accm: 4.50 (4.51)  Acct: 7.06 (6.91)  time: 0.4093  data: 0.0002
[11-17 11:52:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [1668/1669]  eta: 0:00:00  tlr: 8.9e-05  tnm: 0.40  Lm: 5.869 (5.871)  Lt: 5.191 (5.212)  Accm: 4.46 (4.45)  Acct: 6.97 (6.83)  time: 0.4599  data: 0.0015
[11-17 11:52:03] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 158/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 11:52:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [1668/1669]  eta: 0:00:00  tlr: 8.9e-05  tnm: 0.40  Lm: 5.867 (5.928)  Lt: 5.232 (5.285)  Accm: 4.22 (4.04)  Acct: 6.85 (6.29)  time: 0.4599  data: 0.0015
[11-17 11:52:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [1668/1669]  eta: 0:00:00  tlr: 8.9e-05  tnm: 0.40  Lm: 5.941 (5.960)  Lt: 5.338 (5.336)  Accm: 3.95 (3.92)  Acct: 6.06 (6.02)  time: 0.4599  data: 0.0015
[11-17 11:52:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 158/350]  [1668/1669]  eta: 0:00:00  tlr: 8.9e-05  tnm: 0.40  Lm: 5.922 (5.931)  Lt: 5.282 (5.279)  Accm: 4.01 (4.14)  Acct: 6.13 (6.31)  time: 0.4599  data: 0.0018
[11-17 11:52:03] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 158/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 11:52:03] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 158/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 11:52:03] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 158/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 11:52:03] (/home/user/VAR/train.py , line 276)=>      [ep158]  (training )  Lm: 5.894 (5.902), Lt: 5.254 (5.259),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:19:12,  Finish: 2024-11-18 09:11
[11-17 11:52:03] (/home/user/VAR/train.py , line 276)=>      [ep158]  (training )  Lm: 5.894 (5.902), Lt: 5.254 (5.259),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:18:21,  Finish: 2024-11-18 09:10
[11-17 11:52:03] (/home/user/VAR/train.py , line 276)=>      [ep158]  (training )  Lm: 5.894 (5.902), Lt: 5.254 (5.259),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:18:46,  Finish: 2024-11-18 09:10
[11-17 11:52:03] (/home/user/VAR/train.py , line 276)=>      [ep158]  (training )  Lm: 5.894 (5.902), Lt: 5.254 (5.259),  Acc m&t: 4.26 6.50,  Remain: 1 day, 13:20:02,  Finish: 2024-11-18 09:12
[11-17 11:52:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [   0/1669]  eta: 0:10:36  tlr: 8.9e-05  tnm: 0.41  Lm: 5.815 (5.815)  Lt: 5.142 (5.142)  Accm: 4.32 (4.32)  Acct: 6.82 (6.82)  time: 0.3816  data: 0.0004
[11-17 11:52:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [   0/1669]  eta: 0:10:36  tlr: 8.9e-05  tnm: 0.41  Lm: 6.001 (6.001)  Lt: 5.392 (5.392)  Accm: 3.86 (3.86)  Acct: 5.94 (5.94)  time: 0.3816  data: 0.0003
[11-17 11:52:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [   0/1669]  eta: 0:10:35  tlr: 8.9e-05  tnm: 0.41  Lm: 5.909 (5.909)  Lt: 5.249 (5.249)  Accm: 4.34 (4.34)  Acct: 6.66 (6.66)  time: 0.3806  data: 0.0004
[11-17 11:52:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [   0/1669]  eta: 0:10:36  tlr: 8.9e-05  tnm: 0.41  Lm: 6.045 (6.045)  Lt: 5.452 (5.452)  Accm: 3.50 (3.50)  Acct: 5.23 (5.23)  time: 0.3813  data: 0.0003
[11-17 11:55:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [ 417/1669]  eta: 0:08:52  tlr: 8.8e-05  tnm: 0.43  Lm: 5.956 (5.956)  Lt: 5.342 (5.342)  Accm: 3.84 (3.84)  Acct: 5.85 (5.85)  time: 0.4101  data: 0.0002
[11-17 11:55:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [ 417/1669]  eta: 0:08:52  tlr: 8.8e-05  tnm: 0.43  Lm: 5.934 (5.934)  Lt: 5.304 (5.304)  Accm: 4.08 (4.08)  Acct: 6.17 (6.17)  time: 0.4101  data: 0.0002
[11-17 11:55:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [ 417/1669]  eta: 0:08:52  tlr: 8.8e-05  tnm: 0.43  Lm: 5.850 (5.850)  Lt: 5.213 (5.213)  Accm: 4.50 (4.50)  Acct: 6.82 (6.82)  time: 0.4101  data: 0.0002
[11-17 11:55:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [ 417/1669]  eta: 0:08:52  tlr: 8.8e-05  tnm: 0.43  Lm: 5.806 (5.806)  Lt: 5.132 (5.132)  Accm: 4.35 (4.35)  Acct: 6.82 (6.82)  time: 0.4101  data: 0.0002
[11-17 11:58:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [ 834/1669]  eta: 0:05:59  tlr: 8.8e-05  tnm: 0.41  Lm: 5.796 (5.786)  Lt: 5.122 (5.116)  Accm: 4.37 (4.46)  Acct: 6.82 (6.88)  time: 0.4448  data: 0.0002
[11-17 11:58:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [ 834/1669]  eta: 0:05:59  tlr: 8.8e-05  tnm: 0.41  Lm: 5.881 (5.931)  Lt: 5.262 (5.315)  Accm: 4.17 (3.96)  Acct: 6.47 (6.07)  time: 0.4448  data: 0.0002
[11-17 11:58:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [ 834/1669]  eta: 0:05:59  tlr: 8.8e-05  tnm: 0.41  Lm: 5.868 (5.898)  Lt: 5.217 (5.270)  Accm: 4.31 (4.32)  Acct: 6.40 (6.58)  time: 0.4448  data: 0.0002
[11-17 11:58:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [ 834/1669]  eta: 0:05:59  tlr: 8.8e-05  tnm: 0.41  Lm: 5.902 (5.868)  Lt: 5.249 (5.240)  Accm: 4.34 (4.33)  Acct: 6.66 (6.61)  time: 0.4448  data: 0.0002
[11-17 12:00:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [1251/1669]  eta: 0:02:58  tlr: 8.8e-05  tnm: 0.39  Lm: 5.905 (5.881)  Lt: 5.272 (5.258)  Accm: 4.17 (4.23)  Acct: 6.43 (6.41)  time: 0.4081  data: 0.0003
[11-17 12:00:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [1251/1669]  eta: 0:02:58  tlr: 8.8e-05  tnm: 0.39  Lm: 5.806 (5.835)  Lt: 5.132 (5.175)  Accm: 4.35 (4.33)  Acct: 6.82 (6.68)  time: 0.4081  data: 0.0002
[11-17 12:00:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [1251/1669]  eta: 0:02:58  tlr: 8.8e-05  tnm: 0.39  Lm: 5.874 (5.888)  Lt: 5.247 (5.272)  Accm: 4.19 (4.20)  Acct: 6.48 (6.33)  time: 0.4081  data: 0.0002
[11-17 12:00:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [1251/1669]  eta: 0:02:58  tlr: 8.8e-05  tnm: 0.39  Lm: 5.867 (5.890)  Lt: 5.229 (5.263)  Accm: 4.39 (4.36)  Acct: 6.48 (6.58)  time: 0.4081  data: 0.0002
[11-17 12:03:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [1668/1669]  eta: 0:00:00  tlr: 8.8e-05  tnm: 0.39  Lm: 5.866 (5.876)  Lt: 5.217 (5.248)  Accm: 4.48 (4.44)  Acct: 6.56 (6.64)  time: 0.4109  data: 0.0015
[11-17 12:03:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 159/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 12:03:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [1668/1669]  eta: 0:00:00  tlr: 8.8e-05  tnm: 0.39  Lm: 5.867 (5.870)  Lt: 5.231 (5.258)  Accm: 4.21 (4.27)  Acct: 6.49 (6.39)  time: 0.4109  data: 0.0020
[11-17 12:03:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [1668/1669]  eta: 0:00:00  tlr: 8.8e-05  tnm: 0.39  Lm: 5.815 (5.846)  Lt: 5.142 (5.180)  Accm: 4.32 (4.31)  Acct: 6.82 (6.62)  time: 0.4109  data: 0.0013
[11-17 12:03:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 159/350]  [1668/1669]  eta: 0:00:00  tlr: 8.8e-05  tnm: 0.39  Lm: 5.909 (5.903)  Lt: 5.295 (5.275)  Accm: 4.00 (4.14)  Acct: 6.20 (6.32)  time: 0.4110  data: 0.0016
[11-17 12:03:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 159/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 12:03:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 159/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 12:03:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 159/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 12:06:05] (home/user/VAR/trainer.py, line 113)=> FID: 6.864034511326281
[11-17 12:06:05] (/home/user/VAR/train.py , line 259)=>  [*] [ep159]  (val 50000)  Lm: 5.8937, Lt: 5.2573, Acc m&t: 4.26 6.48,  Val cost: 129.22s
[11-17 12:06:05] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-17 12:06:24] (/home/user/VAR/train.py , line 276)=>      [ep159]  (training )  Lm: 5.894 (5.894), Lt: 5.254 (5.257),  Acc m&t: 4.26 6.50,  Remain: 1 day, 12:33:00,  Finish: 2024-11-18 08:36
[11-17 12:06:24] (/home/user/VAR/train.py , line 276)=>      [ep159]  (training )  Lm: 5.894 (5.894), Lt: 5.254 (5.257),  Acc m&t: 4.26 6.50,  Remain: 1 day, 12:32:30,  Finish: 2024-11-18 08:36
[11-17 12:06:24] (/home/user/VAR/train.py , line 276)=>      [ep159]  (training )  Lm: 5.894 (5.894), Lt: 5.254 (5.257),  Acc m&t: 4.26 6.50,  Remain: 1 day, 12:31:47,  Finish: 2024-11-18 08:35
[11-17 12:06:24] (/home/user/VAR/train.py , line 276)=>      [ep159]  (training )  Lm: 5.894 (5.894), Lt: 5.254 (5.257),  Acc m&t: 4.26 6.50,  Remain: 1 day, 12:32:44,  Finish: 2024-11-18 08:36
[11-17 12:06:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [   0/1669]  eta: 0:10:36  tlr: 8.8e-05  tnm: 0.41  Lm: 5.803 (5.803)  Lt: 5.160 (5.160)  Accm: 4.22 (4.22)  Acct: 6.46 (6.46)  time: 0.3817  data: 0.0004
[11-17 12:06:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [   0/1669]  eta: 0:10:37  tlr: 8.8e-05  tnm: 0.41  Lm: 5.937 (5.937)  Lt: 5.260 (5.260)  Accm: 3.93 (3.93)  Acct: 5.87 (5.87)  time: 0.3820  data: 0.0004
[11-17 12:06:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [   0/1669]  eta: 0:10:38  tlr: 8.8e-05  tnm: 0.41  Lm: 5.870 (5.870)  Lt: 5.246 (5.246)  Accm: 4.39 (4.39)  Acct: 6.40 (6.40)  time: 0.3824  data: 0.0005
[11-17 12:06:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [   0/1669]  eta: 0:10:28  tlr: 8.8e-05  tnm: 0.41  Lm: 5.852 (5.852)  Lt: 5.198 (5.198)  Accm: 4.26 (4.26)  Acct: 6.44 (6.44)  time: 0.3766  data: 0.0004
[11-17 12:09:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [ 417/1669]  eta: 0:08:55  tlr: 8.8e-05  tnm: 0.40  Lm: 5.768 (5.768)  Lt: 5.097 (5.097)  Accm: 4.59 (4.59)  Acct: 6.93 (6.93)  time: 0.4137  data: 0.0002
[11-17 12:09:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [ 417/1669]  eta: 0:08:55  tlr: 8.8e-05  tnm: 0.40  Lm: 5.882 (5.882)  Lt: 5.229 (5.229)  Accm: 4.03 (4.03)  Acct: 6.20 (6.20)  time: 0.4137  data: 0.0003
[11-17 12:09:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [ 417/1669]  eta: 0:08:55  tlr: 8.8e-05  tnm: 0.40  Lm: 5.921 (5.921)  Lt: 5.296 (5.296)  Accm: 3.99 (3.99)  Acct: 5.92 (5.92)  time: 0.4137  data: 0.0003
[11-17 12:09:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [ 417/1669]  eta: 0:08:55  tlr: 8.8e-05  tnm: 0.40  Lm: 5.948 (5.948)  Lt: 5.299 (5.299)  Accm: 4.03 (4.03)  Acct: 6.03 (6.03)  time: 0.4137  data: 0.0002
[11-17 12:12:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [ 834/1669]  eta: 0:06:00  tlr: 8.8e-05  tnm: 0.38  Lm: 5.959 (5.967)  Lt: 5.338 (5.325)  Accm: 3.93 (3.99)  Acct: 6.06 (6.04)  time: 0.4447  data: 0.0002
[11-17 12:12:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [ 834/1669]  eta: 0:06:00  tlr: 8.8e-05  tnm: 0.38  Lm: 5.852 (5.805)  Lt: 5.195 (5.130)  Accm: 4.37 (4.51)  Acct: 6.97 (6.94)  time: 0.4447  data: 0.0002
[11-17 12:12:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [ 834/1669]  eta: 0:06:00  tlr: 8.8e-05  tnm: 0.38  Lm: 5.803 (5.854)  Lt: 5.160 (5.195)  Accm: 4.22 (4.19)  Acct: 6.46 (6.49)  time: 0.4447  data: 0.0002
[11-17 12:12:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [ 834/1669]  eta: 0:06:00  tlr: 8.8e-05  tnm: 0.38  Lm: 5.937 (5.926)  Lt: 5.299 (5.297)  Accm: 4.20 (4.06)  Acct: 6.40 (6.13)  time: 0.4447  data: 0.0002
[11-17 12:15:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [1251/1669]  eta: 0:02:59  tlr: 8.8e-05  tnm: 0.37  Lm: 5.932 (5.926)  Lt: 5.294 (5.295)  Accm: 4.10 (4.04)  Acct: 6.32 (6.16)  time: 0.4085  data: 0.0002
[11-17 12:15:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [1251/1669]  eta: 0:02:59  tlr: 8.8e-05  tnm: 0.37  Lm: 5.866 (5.835)  Lt: 5.197 (5.176)  Accm: 4.32 (4.43)  Acct: 6.71 (6.71)  time: 0.4085  data: 0.0002
[11-17 12:15:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [1251/1669]  eta: 0:02:59  tlr: 8.8e-05  tnm: 0.37  Lm: 5.867 (5.873)  Lt: 5.219 (5.215)  Accm: 4.12 (4.15)  Acct: 6.30 (6.40)  time: 0.4085  data: 0.0003
[11-17 12:15:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [1251/1669]  eta: 0:02:59  tlr: 8.8e-05  tnm: 0.37  Lm: 5.973 (5.972)  Lt: 5.336 (5.327)  Accm: 3.92 (3.91)  Acct: 5.97 (5.96)  time: 0.4085  data: 0.0002
[11-17 12:18:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [1668/1669]  eta: 0:00:00  tlr: 8.8e-05  tnm: 0.40  Lm: 5.966 (5.971)  Lt: 5.335 (5.324)  Accm: 3.93 (3.97)  Acct: 6.06 (6.08)  time: 0.4054  data: 0.0015
[11-17 12:18:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 160/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 12:18:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [1668/1669]  eta: 0:00:00  tlr: 8.8e-05  tnm: 0.40  Lm: 5.901 (5.879)  Lt: 5.248 (5.222)  Accm: 4.22 (4.20)  Acct: 6.46 (6.49)  time: 0.4054  data: 0.0015
[11-17 12:18:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [1668/1669]  eta: 0:00:00  tlr: 8.8e-05  tnm: 0.40  Lm: 5.927 (5.890)  Lt: 5.289 (5.261)  Accm: 4.20 (4.20)  Acct: 6.40 (6.29)  time: 0.4054  data: 0.0021
[11-17 12:18:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 160/350]  [1668/1669]  eta: 0:00:00  tlr: 8.8e-05  tnm: 0.40  Lm: 5.852 (5.835)  Lt: 5.195 (5.175)  Accm: 4.27 (4.40)  Acct: 6.44 (6.61)  time: 0.4054  data: 0.0014
[11-17 12:18:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 160/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 12:18:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 160/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 12:18:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 160/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 12:18:21] (/home/user/VAR/train.py , line 276)=>      [ep160]  (training )  Lm: 5.894 (5.895), Lt: 5.252 (5.252),  Acc m&t: 4.26 6.50,  Remain: 1 day, 12:08:04,  Finish: 2024-11-18 08:26
[11-17 12:18:21] (/home/user/VAR/train.py , line 276)=>      [ep160]  (training )  Lm: 5.894 (5.895), Lt: 5.252 (5.252),  Acc m&t: 4.26 6.50,  Remain: 1 day, 12:07:43,  Finish: 2024-11-18 08:26
[11-17 12:18:21] (/home/user/VAR/train.py , line 276)=>      [ep160]  (training )  Lm: 5.894 (5.895), Lt: 5.252 (5.252),  Acc m&t: 4.26 6.50,  Remain: 1 day, 12:07:19,  Finish: 2024-11-18 08:25
[11-17 12:18:21] (/home/user/VAR/train.py , line 276)=>      [ep160]  (training )  Lm: 5.894 (5.895), Lt: 5.252 (5.252),  Acc m&t: 4.26 6.50,  Remain: 1 day, 12:10:36,  Finish: 2024-11-18 08:28
[11-17 12:18:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [   0/1669]  eta: 0:11:00  tlr: 8.8e-05  tnm: 0.37  Lm: 5.957 (5.957)  Lt: 5.329 (5.329)  Accm: 3.90 (3.90)  Acct: 5.75 (5.75)  time: 0.3955  data: 0.0004
[11-17 12:18:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [   0/1669]  eta: 0:11:24  tlr: 8.8e-05  tnm: 0.37  Lm: 5.852 (5.852)  Lt: 5.184 (5.184)  Accm: 4.33 (4.33)  Acct: 6.85 (6.85)  time: 0.4099  data: 0.0004
[11-17 12:18:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [   0/1669]  eta: 0:10:59  tlr: 8.8e-05  tnm: 0.37  Lm: 5.853 (5.853)  Lt: 5.161 (5.161)  Accm: 4.73 (4.73)  Acct: 7.56 (7.56)  time: 0.3951  data: 0.0004
[11-17 12:18:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [   0/1669]  eta: 0:10:58  tlr: 8.8e-05  tnm: 0.37  Lm: 5.943 (5.943)  Lt: 5.319 (5.319)  Accm: 4.28 (4.28)  Acct: 6.32 (6.32)  time: 0.3945  data: 0.0004
[11-17 12:21:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [ 417/1669]  eta: 0:08:55  tlr: 8.8e-05  tnm: 0.40  Lm: 5.953 (5.953)  Lt: 5.332 (5.332)  Accm: 4.04 (4.04)  Acct: 6.22 (6.22)  time: 0.4135  data: 0.0002
[11-17 12:21:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [ 417/1669]  eta: 0:08:55  tlr: 8.8e-05  tnm: 0.40  Lm: 5.943 (5.943)  Lt: 5.306 (5.306)  Accm: 4.15 (4.15)  Acct: 6.25 (6.25)  time: 0.4135  data: 0.0002
[11-17 12:21:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [ 417/1669]  eta: 0:08:55  tlr: 8.8e-05  tnm: 0.40  Lm: 5.868 (5.868)  Lt: 5.221 (5.221)  Accm: 4.34 (4.34)  Acct: 6.63 (6.63)  time: 0.4135  data: 0.0002
[11-17 12:21:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [ 417/1669]  eta: 0:08:55  tlr: 8.8e-05  tnm: 0.40  Lm: 5.809 (5.809)  Lt: 5.144 (5.144)  Accm: 4.80 (4.80)  Acct: 7.46 (7.46)  time: 0.4135  data: 0.0002
[11-17 12:24:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [ 834/1669]  eta: 0:05:58  tlr: 8.7e-05  tnm: 0.40  Lm: 5.853 (5.831)  Lt: 5.161 (5.168)  Accm: 4.73 (4.61)  Acct: 7.37 (7.11)  time: 0.4091  data: 0.0003
[11-17 12:24:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [ 834/1669]  eta: 0:05:58  tlr: 8.7e-05  tnm: 0.40  Lm: 5.884 (5.886)  Lt: 5.226 (5.222)  Accm: 4.33 (4.33)  Acct: 6.51 (6.59)  time: 0.4091  data: 0.0002
[11-17 12:24:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [ 834/1669]  eta: 0:05:58  tlr: 8.7e-05  tnm: 0.40  Lm: 5.930 (5.919)  Lt: 5.284 (5.283)  Accm: 4.29 (4.20)  Acct: 6.54 (6.35)  time: 0.4091  data: 0.0002
[11-17 12:24:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [ 834/1669]  eta: 0:05:58  tlr: 8.7e-05  tnm: 0.40  Lm: 5.943 (5.899)  Lt: 5.319 (5.250)  Accm: 4.25 (4.11)  Acct: 6.32 (6.32)  time: 0.4091  data: 0.0002
[11-17 12:27:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [1251/1669]  eta: 0:02:57  tlr: 8.7e-05  tnm: 0.38  Lm: 5.889 (5.883)  Lt: 5.260 (5.238)  Accm: 4.27 (4.20)  Acct: 6.43 (6.42)  time: 0.4116  data: 0.0003
[11-17 12:27:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [1251/1669]  eta: 0:02:57  tlr: 8.7e-05  tnm: 0.38  Lm: 5.865 (5.862)  Lt: 5.189 (5.208)  Accm: 4.49 (4.45)  Acct: 6.89 (6.77)  time: 0.4116  data: 0.0002
[11-17 12:27:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [1251/1669]  eta: 0:02:57  tlr: 8.7e-05  tnm: 0.38  Lm: 5.886 (5.887)  Lt: 5.228 (5.224)  Accm: 4.34 (4.36)  Acct: 6.61 (6.62)  time: 0.4116  data: 0.0002
[11-17 12:27:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [1251/1669]  eta: 0:02:57  tlr: 8.7e-05  tnm: 0.38  Lm: 5.924 (5.919)  Lt: 5.276 (5.279)  Accm: 4.31 (4.23)  Acct: 6.65 (6.49)  time: 0.4116  data: 0.0002
[11-17 12:30:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [1668/1669]  eta: 0:00:00  tlr: 8.7e-05  tnm: 0.42  Lm: 5.930 (5.924)  Lt: 5.284 (5.288)  Accm: 4.29 (4.22)  Acct: 6.54 (6.46)  time: 0.4622  data: 0.0015
[11-17 12:30:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 161/350]   Total time:      0:11:50   (0.426 s / it)
[11-17 12:30:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [1668/1669]  eta: 0:00:00  tlr: 8.7e-05  tnm: 0.42  Lm: 5.876 (5.884)  Lt: 5.218 (5.230)  Accm: 4.24 (4.32)  Acct: 6.40 (6.55)  time: 0.4622  data: 0.0016
[11-17 12:30:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [1668/1669]  eta: 0:00:00  tlr: 8.7e-05  tnm: 0.42  Lm: 5.889 (5.908)  Lt: 5.230 (5.250)  Accm: 4.33 (4.22)  Acct: 6.51 (6.43)  time: 0.4622  data: 0.0015
[11-17 12:30:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 161/350]  [1668/1669]  eta: 0:00:00  tlr: 8.7e-05  tnm: 0.42  Lm: 5.943 (5.910)  Lt: 5.319 (5.266)  Accm: 4.25 (4.12)  Acct: 6.32 (6.32)  time: 0.4622  data: 0.0018
[11-17 12:30:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 161/350]   Total time:      0:11:50   (0.426 s / it)
[11-17 12:30:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 161/350]   Total time:      0:11:50   (0.426 s / it)
[11-17 12:30:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 161/350]   Total time:      0:11:50   (0.426 s / it)
[11-17 12:30:12] (/home/user/VAR/train.py , line 276)=>      [ep161]  (training )  Lm: 5.894 (5.907), Lt: 5.252 (5.269),  Acc m&t: 4.26 6.50,  Remain: 1 day, 12:44:22,  Finish: 2024-11-18 09:14
[11-17 12:30:12] (/home/user/VAR/train.py , line 276)=>      [ep161]  (training )  Lm: 5.894 (5.907), Lt: 5.252 (5.269),  Acc m&t: 4.26 6.50,  Remain: 1 day, 12:42:37,  Finish: 2024-11-18 09:12
[11-17 12:30:12] (/home/user/VAR/train.py , line 276)=>      [ep161]  (training )  Lm: 5.894 (5.907), Lt: 5.252 (5.269),  Acc m&t: 4.26 6.50,  Remain: 1 day, 12:43:08,  Finish: 2024-11-18 09:13
[11-17 12:30:12] (/home/user/VAR/train.py , line 276)=>      [ep161]  (training )  Lm: 5.894 (5.907), Lt: 5.252 (5.269),  Acc m&t: 4.26 6.50,  Remain: 1 day, 12:43:57,  Finish: 2024-11-18 09:14
[11-17 12:30:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [   0/1669]  eta: 0:09:44  tlr: 8.7e-05  tnm: 0.37  Lm: 5.839 (5.839)  Lt: 5.209 (5.209)  Accm: 4.09 (4.09)  Acct: 6.11 (6.11)  time: 0.3500  data: 0.0003
[11-17 12:30:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [   0/1669]  eta: 0:09:49  tlr: 8.7e-05  tnm: 0.37  Lm: 6.005 (6.005)  Lt: 5.362 (5.362)  Accm: 4.01 (4.01)  Acct: 6.37 (6.37)  time: 0.3531  data: 0.0003
[11-17 12:30:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [   0/1669]  eta: 0:09:49  tlr: 8.7e-05  tnm: 0.37  Lm: 6.042 (6.042)  Lt: 5.409 (5.409)  Accm: 3.86 (3.86)  Acct: 6.06 (6.06)  time: 0.3532  data: 0.0003
[11-17 12:30:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [   0/1669]  eta: 0:09:50  tlr: 8.7e-05  tnm: 0.37  Lm: 5.836 (5.836)  Lt: 5.217 (5.217)  Accm: 4.52 (4.52)  Acct: 7.23 (7.23)  time: 0.3536  data: 0.0003
[11-17 12:33:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [ 417/1669]  eta: 0:09:03  tlr: 8.7e-05  tnm: 0.41  Lm: 5.798 (5.798)  Lt: 5.167 (5.167)  Accm: 4.59 (4.59)  Acct: 7.12 (7.12)  time: 0.4063  data: 0.0002
[11-17 12:33:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [ 417/1669]  eta: 0:09:03  tlr: 8.7e-05  tnm: 0.41  Lm: 5.963 (5.963)  Lt: 5.340 (5.340)  Accm: 3.99 (3.99)  Acct: 6.03 (6.03)  time: 0.4063  data: 0.0002
[11-17 12:33:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [ 417/1669]  eta: 0:09:03  tlr: 8.7e-05  tnm: 0.41  Lm: 5.855 (5.855)  Lt: 5.225 (5.225)  Accm: 4.15 (4.15)  Acct: 6.34 (6.34)  time: 0.4063  data: 0.0002
[11-17 12:33:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [ 417/1669]  eta: 0:09:03  tlr: 8.7e-05  tnm: 0.41  Lm: 5.957 (5.957)  Lt: 5.323 (5.323)  Accm: 4.15 (4.15)  Acct: 6.37 (6.37)  time: 0.4063  data: 0.0002
[11-17 12:36:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [ 834/1669]  eta: 0:06:01  tlr: 8.7e-05  tnm: 0.43  Lm: 5.978 (5.964)  Lt: 5.326 (5.324)  Accm: 3.93 (4.08)  Acct: 6.15 (6.30)  time: 0.4072  data: 0.0002
[11-17 12:36:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [ 834/1669]  eta: 0:06:01  tlr: 8.7e-05  tnm: 0.43  Lm: 5.848 (5.853)  Lt: 5.209 (5.215)  Accm: 4.21 (4.21)  Acct: 6.58 (6.47)  time: 0.4072  data: 0.0002
[11-17 12:36:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [ 834/1669]  eta: 0:06:01  tlr: 8.7e-05  tnm: 0.43  Lm: 5.920 (5.903)  Lt: 5.319 (5.272)  Accm: 4.01 (4.22)  Acct: 6.37 (6.38)  time: 0.4072  data: 0.0002
[11-17 12:36:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [ 834/1669]  eta: 0:06:01  tlr: 8.7e-05  tnm: 0.43  Lm: 5.836 (5.814)  Lt: 5.180 (5.171)  Accm: 4.60 (4.59)  Acct: 7.04 (7.09)  time: 0.4072  data: 0.0002
[11-17 12:39:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [1251/1669]  eta: 0:02:59  tlr: 8.7e-05  tnm: 0.39  Lm: 5.929 (5.911)  Lt: 5.291 (5.270)  Accm: 4.03 (4.18)  Acct: 6.30 (6.34)  time: 0.4096  data: 0.0002
[11-17 12:39:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [1251/1669]  eta: 0:02:59  tlr: 8.7e-05  tnm: 0.39  Lm: 5.959 (5.958)  Lt: 5.325 (5.324)  Accm: 3.90 (4.03)  Acct: 6.10 (6.19)  time: 0.4096  data: 0.0002
[11-17 12:39:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [1251/1669]  eta: 0:02:59  tlr: 8.7e-05  tnm: 0.39  Lm: 5.860 (5.867)  Lt: 5.225 (5.225)  Accm: 4.15 (4.17)  Acct: 6.34 (6.37)  time: 0.4096  data: 0.0002
[11-17 12:39:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [1251/1669]  eta: 0:02:59  tlr: 8.7e-05  tnm: 0.39  Lm: 5.841 (5.830)  Lt: 5.199 (5.186)  Accm: 4.56 (4.48)  Acct: 7.02 (6.90)  time: 0.4096  data: 0.0002
[11-17 12:42:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [1668/1669]  eta: 0:00:00  tlr: 8.7e-05  tnm: 0.42  Lm: 5.836 (5.831)  Lt: 5.217 (5.194)  Accm: 4.52 (4.38)  Acct: 7.01 (6.76)  time: 0.5898  data: 0.0015
[11-17 12:42:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 162/350]   Total time:      0:12:02   (0.433 s / it)
[11-17 12:42:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [1668/1669]  eta: 0:00:00  tlr: 8.7e-05  tnm: 0.42  Lm: 5.937 (5.919)  Lt: 5.319 (5.292)  Accm: 4.01 (4.12)  Acct: 6.23 (6.19)  time: 0.5898  data: 0.0021
[11-17 12:42:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [1668/1669]  eta: 0:00:00  tlr: 8.7e-05  tnm: 0.42  Lm: 5.869 (5.867)  Lt: 5.241 (5.231)  Accm: 4.21 (4.22)  Acct: 6.58 (6.45)  time: 0.5898  data: 0.0018
[11-17 12:42:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 162/350]  [1668/1669]  eta: 0:00:00  tlr: 8.7e-05  tnm: 0.42  Lm: 5.978 (5.966)  Lt: 5.326 (5.329)  Accm: 3.93 (4.01)  Acct: 6.15 (6.22)  time: 0.5898  data: 0.0016
[11-17 12:42:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 162/350]   Total time:      0:12:02   (0.433 s / it)
[11-17 12:42:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 162/350]   Total time:      0:12:02   (0.433 s / it)
[11-17 12:42:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 162/350]   Total time:      0:12:02   (0.433 s / it)
[11-17 12:42:15] (/home/user/VAR/train.py , line 276)=>      [ep162]  (training )  Lm: 5.890 (5.890), Lt: 5.248 (5.248),  Acc m&t: 4.26 6.50,  Remain: 1 day, 12:38:33,  Finish: 2024-11-18 09:20
[11-17 12:42:15] (/home/user/VAR/train.py , line 276)=>      [ep162]  (training )  Lm: 5.890 (5.890), Lt: 5.248 (5.248),  Acc m&t: 4.26 6.50,  Remain: 1 day, 12:38:29,  Finish: 2024-11-18 09:20
[11-17 12:42:15] (/home/user/VAR/train.py , line 276)=>      [ep162]  (training )  Lm: 5.890 (5.890), Lt: 5.248 (5.248),  Acc m&t: 4.26 6.50,  Remain: 1 day, 12:37:44,  Finish: 2024-11-18 09:19
[11-17 12:42:15] (/home/user/VAR/train.py , line 276)=>      [ep162]  (training )  Lm: 5.890 (5.890), Lt: 5.248 (5.248),  Acc m&t: 4.26 6.50,  Remain: 1 day, 12:39:29,  Finish: 2024-11-18 09:21
[11-17 12:42:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [   0/1669]  eta: 0:10:03  tlr: 8.7e-05  tnm: 0.41  Lm: 5.761 (5.761)  Lt: 5.094 (5.094)  Accm: 4.88 (4.88)  Acct: 7.08 (7.08)  time: 0.3614  data: 0.0003
[11-17 12:42:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [   0/1669]  eta: 0:10:03  tlr: 8.7e-05  tnm: 0.41  Lm: 5.973 (5.973)  Lt: 5.388 (5.388)  Accm: 3.71 (3.71)  Acct: 5.41 (5.41)  time: 0.3614  data: 0.0003
[11-17 12:42:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [   0/1669]  eta: 0:10:04  tlr: 8.7e-05  tnm: 0.41  Lm: 5.882 (5.882)  Lt: 5.281 (5.281)  Accm: 4.69 (4.69)  Acct: 6.77 (6.77)  time: 0.3624  data: 0.0004
[11-17 12:42:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [   0/1669]  eta: 0:10:04  tlr: 8.7e-05  tnm: 0.41  Lm: 5.898 (5.898)  Lt: 5.223 (5.223)  Accm: 4.19 (4.19)  Acct: 6.22 (6.22)  time: 0.3619  data: 0.0003
[11-17 12:45:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [ 417/1669]  eta: 0:08:50  tlr: 8.7e-05  tnm: 0.40  Lm: 5.930 (5.930)  Lt: 5.269 (5.269)  Accm: 4.04 (4.04)  Acct: 6.04 (6.04)  time: 0.4128  data: 0.0002
[11-17 12:45:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [ 417/1669]  eta: 0:08:50  tlr: 8.7e-05  tnm: 0.40  Lm: 5.975 (5.975)  Lt: 5.366 (5.366)  Accm: 3.70 (3.70)  Acct: 5.55 (5.55)  time: 0.4128  data: 0.0002
[11-17 12:45:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [ 417/1669]  eta: 0:08:50  tlr: 8.7e-05  tnm: 0.40  Lm: 5.921 (5.921)  Lt: 5.313 (5.313)  Accm: 4.35 (4.35)  Acct: 6.40 (6.40)  time: 0.4128  data: 0.0002
[11-17 12:45:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [ 417/1669]  eta: 0:08:50  tlr: 8.7e-05  tnm: 0.40  Lm: 5.816 (5.816)  Lt: 5.161 (5.161)  Accm: 4.44 (4.44)  Acct: 6.44 (6.44)  time: 0.4128  data: 0.0002
[11-17 12:48:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [ 834/1669]  eta: 0:05:54  tlr: 8.6e-05  tnm: 0.41  Lm: 5.831 (5.821)  Lt: 5.150 (5.157)  Accm: 4.24 (4.38)  Acct: 6.47 (6.45)  time: 0.4099  data: 0.0002
[11-17 12:48:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [ 834/1669]  eta: 0:05:54  tlr: 8.6e-05  tnm: 0.41  Lm: 5.898 (5.913)  Lt: 5.281 (5.287)  Accm: 4.39 (4.36)  Acct: 6.68 (6.49)  time: 0.4099  data: 0.0002
[11-17 12:48:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [ 834/1669]  eta: 0:05:54  tlr: 8.6e-05  tnm: 0.41  Lm: 5.973 (5.908)  Lt: 5.344 (5.286)  Accm: 3.71 (4.06)  Acct: 5.70 (6.19)  time: 0.4099  data: 0.0002
[11-17 12:48:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [ 834/1669]  eta: 0:05:54  tlr: 8.6e-05  tnm: 0.41  Lm: 5.961 (5.940)  Lt: 5.300 (5.279)  Accm: 3.96 (4.01)  Acct: 6.22 (6.14)  time: 0.4099  data: 0.0003
[11-17 12:51:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [1251/1669]  eta: 0:02:59  tlr: 8.6e-05  tnm: 0.40  Lm: 5.930 (5.918)  Lt: 5.267 (5.268)  Accm: 4.00 (4.02)  Acct: 6.04 (6.07)  time: 0.4128  data: 0.0002
[11-17 12:51:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [1251/1669]  eta: 0:02:59  tlr: 8.6e-05  tnm: 0.40  Lm: 5.851 (5.838)  Lt: 5.189 (5.177)  Accm: 4.22 (4.33)  Acct: 6.36 (6.40)  time: 0.4128  data: 0.0002
[11-17 12:51:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [1251/1669]  eta: 0:02:59  tlr: 8.6e-05  tnm: 0.40  Lm: 5.929 (5.902)  Lt: 5.297 (5.277)  Accm: 4.01 (4.12)  Acct: 6.20 (6.31)  time: 0.4128  data: 0.0002
[11-17 12:51:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [1251/1669]  eta: 0:02:59  tlr: 8.6e-05  tnm: 0.40  Lm: 5.890 (5.897)  Lt: 5.258 (5.263)  Accm: 4.51 (4.43)  Acct: 6.72 (6.66)  time: 0.4129  data: 0.0003
[11-17 12:54:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [1668/1669]  eta: 0:00:00  tlr: 8.6e-05  tnm: 0.39  Lm: 5.882 (5.881)  Lt: 5.235 (5.238)  Accm: 4.63 (4.47)  Acct: 6.77 (6.71)  time: 0.4987  data: 0.0021
[11-17 12:54:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 163/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 12:54:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [1668/1669]  eta: 0:00:00  tlr: 8.6e-05  tnm: 0.39  Lm: 5.891 (5.900)  Lt: 5.250 (5.266)  Accm: 4.31 (4.17)  Acct: 6.70 (6.39)  time: 0.4987  data: 0.0022
[11-17 12:54:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [1668/1669]  eta: 0:00:00  tlr: 8.6e-05  tnm: 0.39  Lm: 5.871 (5.872)  Lt: 5.229 (5.218)  Accm: 4.20 (4.23)  Acct: 6.25 (6.27)  time: 0.4987  data: 0.0015
[11-17 12:54:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 163/350]  [1668/1669]  eta: 0:00:00  tlr: 8.6e-05  tnm: 0.39  Lm: 5.898 (5.868)  Lt: 5.234 (5.214)  Accm: 4.04 (4.22)  Acct: 6.22 (6.38)  time: 0.4987  data: 0.0019
[11-17 12:54:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 163/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 12:54:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 163/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 12:54:08] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 163/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 12:54:08] (/home/user/VAR/train.py , line 276)=>      [ep163]  (training )  Lm: 5.890 (5.902), Lt: 5.248 (5.263),  Acc m&t: 4.26 6.50,  Remain: 1 day, 11:58:52,  Finish: 2024-11-18 08:53
[11-17 12:54:08] (/home/user/VAR/train.py , line 276)=>      [ep163]  (training )  Lm: 5.890 (5.902), Lt: 5.248 (5.263),  Acc m&t: 4.26 6.50,  Remain: 1 day, 11:58:48,  Finish: 2024-11-18 08:52
[11-17 12:54:08] (/home/user/VAR/train.py , line 276)=>      [ep163]  (training )  Lm: 5.890 (5.902), Lt: 5.248 (5.263),  Acc m&t: 4.26 6.50,  Remain: 1 day, 11:57:58,  Finish: 2024-11-18 08:52
[11-17 12:54:08] (/home/user/VAR/train.py , line 276)=>      [ep163]  (training )  Lm: 5.890 (5.902), Lt: 5.248 (5.263),  Acc m&t: 4.26 6.50,  Remain: 1 day, 11:58:49,  Finish: 2024-11-18 08:52
[11-17 12:54:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [   0/1669]  eta: 0:09:45  tlr: 8.6e-05  tnm: 0.41  Lm: 5.911 (5.911)  Lt: 5.246 (5.246)  Accm: 4.07 (4.07)  Acct: 5.99 (5.99)  time: 0.3506  data: 0.0004
[11-17 12:54:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [   0/1669]  eta: 0:09:44  tlr: 8.6e-05  tnm: 0.41  Lm: 5.847 (5.847)  Lt: 5.247 (5.247)  Accm: 4.28 (4.28)  Acct: 6.46 (6.46)  time: 0.3503  data: 0.0003
[11-17 12:54:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [   0/1669]  eta: 0:09:44  tlr: 8.6e-05  tnm: 0.41  Lm: 5.905 (5.905)  Lt: 5.225 (5.225)  Accm: 4.11 (4.11)  Acct: 6.47 (6.47)  time: 0.3500  data: 0.0004
[11-17 12:54:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [   0/1669]  eta: 0:09:44  tlr: 8.6e-05  tnm: 0.41  Lm: 6.022 (6.022)  Lt: 5.401 (5.401)  Accm: 3.80 (3.80)  Acct: 5.82 (5.82)  time: 0.3500  data: 0.0003
[11-17 12:57:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [ 417/1669]  eta: 0:08:55  tlr: 8.6e-05  tnm: 0.41  Lm: 5.954 (5.954)  Lt: 5.314 (5.314)  Accm: 4.08 (4.08)  Acct: 6.20 (6.20)  time: 0.4101  data: 0.0002
[11-17 12:57:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [ 417/1669]  eta: 0:08:55  tlr: 8.6e-05  tnm: 0.41  Lm: 5.918 (5.918)  Lt: 5.264 (5.264)  Accm: 4.18 (4.18)  Acct: 6.14 (6.14)  time: 0.4101  data: 0.0002
[11-17 12:57:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [ 417/1669]  eta: 0:08:55  tlr: 8.6e-05  tnm: 0.41  Lm: 5.859 (5.859)  Lt: 5.238 (5.238)  Accm: 4.17 (4.17)  Acct: 6.44 (6.44)  time: 0.4101  data: 0.0003
[11-17 12:57:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [ 417/1669]  eta: 0:08:55  tlr: 8.6e-05  tnm: 0.41  Lm: 5.947 (5.947)  Lt: 5.286 (5.286)  Accm: 3.89 (3.89)  Acct: 6.01 (6.01)  time: 0.4101  data: 0.0002
[11-17 13:00:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [ 834/1669]  eta: 0:05:55  tlr: 8.6e-05  tnm: 0.39  Lm: 5.905 (5.930)  Lt: 5.254 (5.275)  Accm: 4.01 (3.93)  Acct: 6.23 (6.08)  time: 0.4963  data: 0.0002
[11-17 13:00:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [ 834/1669]  eta: 0:05:55  tlr: 8.6e-05  tnm: 0.39  Lm: 5.911 (5.899)  Lt: 5.246 (5.251)  Accm: 4.28 (4.30)  Acct: 6.28 (6.44)  time: 0.4963  data: 0.0002
[11-17 13:00:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [ 834/1669]  eta: 0:05:55  tlr: 8.6e-05  tnm: 0.39  Lm: 5.886 (5.915)  Lt: 5.241 (5.290)  Accm: 4.36 (4.20)  Acct: 6.54 (6.31)  time: 0.4963  data: 0.0002
[11-17 13:00:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [ 834/1669]  eta: 0:05:55  tlr: 8.6e-05  tnm: 0.39  Lm: 5.871 (5.885)  Lt: 5.247 (5.266)  Accm: 4.06 (4.05)  Acct: 6.42 (6.19)  time: 0.4964  data: 0.0002
[11-17 13:03:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [1251/1669]  eta: 0:02:59  tlr: 8.6e-05  tnm: 0.42  Lm: 5.859 (5.828)  Lt: 5.238 (5.195)  Accm: 4.17 (4.32)  Acct: 6.44 (6.64)  time: 0.4105  data: 0.0002
[11-17 13:03:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [1251/1669]  eta: 0:02:59  tlr: 8.6e-05  tnm: 0.42  Lm: 5.954 (5.944)  Lt: 5.319 (5.317)  Accm: 4.16 (4.14)  Acct: 6.42 (6.31)  time: 0.4105  data: 0.0002
[11-17 13:03:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [1251/1669]  eta: 0:02:59  tlr: 8.6e-05  tnm: 0.42  Lm: 5.886 (5.889)  Lt: 5.248 (5.251)  Accm: 4.32 (4.31)  Acct: 6.46 (6.49)  time: 0.4105  data: 0.0002
[11-17 13:03:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [1251/1669]  eta: 0:02:59  tlr: 8.6e-05  tnm: 0.42  Lm: 5.901 (5.921)  Lt: 5.264 (5.275)  Accm: 4.06 (3.99)  Acct: 6.12 (6.06)  time: 0.4105  data: 0.0002
[11-17 13:06:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [1668/1669]  eta: 0:00:00  tlr: 8.6e-05  tnm: 0.40  Lm: 5.905 (5.926)  Lt: 5.274 (5.282)  Accm: 4.01 (3.97)  Acct: 6.01 (6.04)  time: 0.4093  data: 0.0019
[11-17 13:06:01] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 164/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 13:06:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [1668/1669]  eta: 0:00:00  tlr: 8.6e-05  tnm: 0.40  Lm: 5.868 (5.836)  Lt: 5.239 (5.203)  Accm: 4.28 (4.31)  Acct: 6.46 (6.65)  time: 0.4093  data: 0.0018
[11-17 13:06:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [1668/1669]  eta: 0:00:00  tlr: 8.6e-05  tnm: 0.40  Lm: 5.861 (5.876)  Lt: 5.246 (5.245)  Accm: 4.35 (4.35)  Acct: 6.63 (6.56)  time: 0.4093  data: 0.0020
[11-17 13:06:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 164/350]  [1668/1669]  eta: 0:00:00  tlr: 8.6e-05  tnm: 0.40  Lm: 6.022 (5.965)  Lt: 5.397 (5.339)  Accm: 3.96 (4.02)  Acct: 6.30 (6.20)  time: 0.4093  data: 0.0014
[11-17 13:06:01] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 164/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 13:06:01] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 164/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 13:06:01] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 164/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 13:06:01] (/home/user/VAR/train.py , line 276)=>      [ep164]  (training )  Lm: 5.890 (5.902), Lt: 5.248 (5.263),  Acc m&t: 4.26 6.50,  Remain: 1 day, 11:49:11,  Finish: 2024-11-18 08:55
[11-17 13:06:01] (/home/user/VAR/train.py , line 276)=>      [ep164]  (training )  Lm: 5.890 (5.902), Lt: 5.248 (5.263),  Acc m&t: 4.26 6.50,  Remain: 1 day, 11:48:54,  Finish: 2024-11-18 08:54
[11-17 13:06:01] (/home/user/VAR/train.py , line 276)=>      [ep164]  (training )  Lm: 5.890 (5.902), Lt: 5.248 (5.263),  Acc m&t: 4.26 6.50,  Remain: 1 day, 11:49:49,  Finish: 2024-11-18 08:55
[11-17 13:06:01] (/home/user/VAR/train.py , line 276)=>      [ep164]  (training )  Lm: 5.890 (5.902), Lt: 5.248 (5.263),  Acc m&t: 4.26 6.50,  Remain: 1 day, 11:48:52,  Finish: 2024-11-18 08:54
[11-17 13:06:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [   0/1669]  eta: 0:10:28  tlr: 8.6e-05  tnm: 0.44  Lm: 5.940 (5.940)  Lt: 5.311 (5.311)  Accm: 4.04 (4.04)  Acct: 6.39 (6.39)  time: 0.3765  data: 0.0004
[11-17 13:06:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [   0/1669]  eta: 0:10:28  tlr: 8.6e-05  tnm: 0.44  Lm: 5.964 (5.964)  Lt: 5.355 (5.355)  Accm: 3.90 (3.90)  Acct: 6.16 (6.16)  time: 0.3765  data: 0.0004
[11-17 13:06:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [   0/1669]  eta: 0:10:28  tlr: 8.6e-05  tnm: 0.44  Lm: 5.776 (5.776)  Lt: 5.147 (5.147)  Accm: 4.67 (4.67)  Acct: 6.80 (6.80)  time: 0.3767  data: 0.0004
[11-17 13:06:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [   0/1669]  eta: 0:10:27  tlr: 8.6e-05  tnm: 0.44  Lm: 5.795 (5.795)  Lt: 5.177 (5.177)  Accm: 4.77 (4.77)  Acct: 7.23 (7.23)  time: 0.3757  data: 0.0004
[11-17 13:08:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [ 417/1669]  eta: 0:08:54  tlr: 8.6e-05  tnm: 0.40  Lm: 5.801 (5.801)  Lt: 5.162 (5.162)  Accm: 4.84 (4.84)  Acct: 7.37 (7.37)  time: 0.4071  data: 0.0002
[11-17 13:08:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [ 417/1669]  eta: 0:08:54  tlr: 8.6e-05  tnm: 0.40  Lm: 5.990 (5.990)  Lt: 5.366 (5.366)  Accm: 3.86 (3.86)  Acct: 6.06 (6.06)  time: 0.4071  data: 0.0002
[11-17 13:08:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [ 417/1669]  eta: 0:08:54  tlr: 8.6e-05  tnm: 0.40  Lm: 5.952 (5.952)  Lt: 5.304 (5.304)  Accm: 4.01 (4.01)  Acct: 6.39 (6.39)  time: 0.4071  data: 0.0002
[11-17 13:08:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [ 417/1669]  eta: 0:08:54  tlr: 8.6e-05  tnm: 0.40  Lm: 5.791 (5.791)  Lt: 5.135 (5.135)  Accm: 4.64 (4.64)  Acct: 7.09 (7.09)  time: 0.4071  data: 0.0002
[11-17 13:12:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [ 834/1669]  eta: 0:05:58  tlr: 8.6e-05  tnm: 0.42  Lm: 5.807 (5.865)  Lt: 5.147 (5.228)  Accm: 4.61 (4.37)  Acct: 6.80 (6.62)  time: 0.5432  data: 0.0002
[11-17 13:12:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [ 834/1669]  eta: 0:05:58  tlr: 8.6e-05  tnm: 0.42  Lm: 5.940 (5.895)  Lt: 5.297 (5.247)  Accm: 4.04 (4.23)  Acct: 6.39 (6.64)  time: 0.5432  data: 0.0002
[11-17 13:12:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [ 834/1669]  eta: 0:05:58  tlr: 8.6e-05  tnm: 0.42  Lm: 5.964 (5.954)  Lt: 5.355 (5.309)  Accm: 3.90 (4.05)  Acct: 6.16 (6.37)  time: 0.5433  data: 0.0002
[11-17 13:12:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [ 834/1669]  eta: 0:05:58  tlr: 8.6e-05  tnm: 0.42  Lm: 5.808 (5.842)  Lt: 5.177 (5.199)  Accm: 4.77 (4.61)  Acct: 7.23 (7.05)  time: 0.5432  data: 0.0002
[11-17 13:15:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [1251/1669]  eta: 0:03:00  tlr: 8.5e-05  tnm: 0.41  Lm: 5.866 (5.875)  Lt: 5.225 (5.232)  Accm: 4.45 (4.45)  Acct: 6.83 (6.88)  time: 0.4140  data: 0.0002
[11-17 13:15:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [1251/1669]  eta: 0:03:00  tlr: 8.5e-05  tnm: 0.41  Lm: 5.952 (5.930)  Lt: 5.304 (5.291)  Accm: 4.01 (4.12)  Acct: 6.39 (6.46)  time: 0.4140  data: 0.0002
[11-17 13:15:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [1251/1669]  eta: 0:03:00  tlr: 8.5e-05  tnm: 0.41  Lm: 5.952 (5.950)  Lt: 5.330 (5.308)  Accm: 4.13 (4.12)  Acct: 6.55 (6.51)  time: 0.4140  data: 0.0002
[11-17 13:15:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [1251/1669]  eta: 0:03:00  tlr: 8.5e-05  tnm: 0.41  Lm: 5.882 (5.888)  Lt: 5.244 (5.257)  Accm: 4.25 (4.25)  Acct: 6.42 (6.47)  time: 0.4140  data: 0.0002
[11-17 13:17:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [1668/1669]  eta: 0:00:00  tlr: 8.5e-05  tnm: 0.41  Lm: 5.807 (5.869)  Lt: 5.160 (5.237)  Accm: 4.60 (4.32)  Acct: 6.80 (6.57)  time: 0.4113  data: 0.0020
[11-17 13:17:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 165/350]   Total time:      0:11:55   (0.428 s / it)
[11-17 13:17:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [1668/1669]  eta: 0:00:00  tlr: 8.5e-05  tnm: 0.41  Lm: 5.941 (5.937)  Lt: 5.305 (5.298)  Accm: 4.24 (4.15)  Acct: 6.25 (6.46)  time: 0.4113  data: 0.0019
[11-17 13:17:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [1668/1669]  eta: 0:00:00  tlr: 8.5e-05  tnm: 0.41  Lm: 5.884 (5.877)  Lt: 5.260 (5.238)  Accm: 4.38 (4.43)  Acct: 6.87 (6.88)  time: 0.4113  data: 0.0015
[11-17 13:17:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 165/350]  [1668/1669]  eta: 0:00:00  tlr: 8.5e-05  tnm: 0.41  Lm: 5.952 (5.935)  Lt: 5.297 (5.291)  Accm: 4.04 (4.17)  Acct: 6.39 (6.46)  time: 0.4113  data: 0.0017
[11-17 13:17:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 165/350]   Total time:      0:11:55   (0.428 s / it)
[11-17 13:17:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 165/350]   Total time:      0:11:55   (0.428 s / it)
[11-17 13:17:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 165/350]   Total time:      0:11:55   (0.428 s / it)
[11-17 13:17:56] (/home/user/VAR/train.py , line 276)=>      [ep165]  (training )  Lm: 5.883 (5.883), Lt: 5.242 (5.242),  Acc m&t: 4.31 6.58,  Remain: 1 day, 11:44:26,  Finish: 2024-11-18 09:02
[11-17 13:17:56] (/home/user/VAR/train.py , line 276)=>      [ep165]  (training )  Lm: 5.883 (5.883), Lt: 5.242 (5.242),  Acc m&t: 4.31 6.58,  Remain: 1 day, 11:44:05,  Finish: 2024-11-18 09:02
[11-17 13:17:56] (/home/user/VAR/train.py , line 276)=>      [ep165]  (training )  Lm: 5.883 (5.883), Lt: 5.242 (5.242),  Acc m&t: 4.31 6.58,  Remain: 1 day, 11:44:03,  Finish: 2024-11-18 09:01
[11-17 13:17:56] (/home/user/VAR/train.py , line 276)=>      [ep165]  (training )  Lm: 5.883 (5.883), Lt: 5.242 (5.242),  Acc m&t: 4.31 6.58,  Remain: 1 day, 11:44:38,  Finish: 2024-11-18 09:02
[11-17 13:17:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [   0/1669]  eta: 0:10:44  tlr: 8.5e-05  tnm: 0.38  Lm: 5.971 (5.971)  Lt: 5.360 (5.360)  Accm: 3.60 (3.60)  Acct: 5.20 (5.20)  time: 0.3859  data: 0.0003
[11-17 13:17:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [   0/1669]  eta: 0:10:44  tlr: 8.5e-05  tnm: 0.38  Lm: 5.841 (5.841)  Lt: 5.178 (5.178)  Accm: 4.49 (4.49)  Acct: 6.99 (6.99)  time: 0.3861  data: 0.0003
[11-17 13:17:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [   0/1669]  eta: 0:10:43  tlr: 8.5e-05  tnm: 0.38  Lm: 5.765 (5.765)  Lt: 5.132 (5.132)  Accm: 4.51 (4.51)  Acct: 7.09 (7.09)  time: 0.3858  data: 0.0004
[11-17 13:17:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [   0/1669]  eta: 0:10:46  tlr: 8.5e-05  tnm: 0.38  Lm: 5.810 (5.810)  Lt: 5.120 (5.120)  Accm: 4.78 (4.78)  Acct: 7.30 (7.30)  time: 0.3873  data: 0.0004
[11-17 13:20:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [ 417/1669]  eta: 0:09:00  tlr: 8.5e-05  tnm: 0.40  Lm: 5.802 (5.802)  Lt: 5.150 (5.150)  Accm: 4.76 (4.76)  Acct: 7.19 (7.19)  time: 0.4082  data: 0.0003
[11-17 13:20:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [ 417/1669]  eta: 0:09:00  tlr: 8.5e-05  tnm: 0.40  Lm: 5.819 (5.819)  Lt: 5.187 (5.187)  Accm: 4.51 (4.51)  Acct: 7.03 (7.03)  time: 0.4082  data: 0.0002
[11-17 13:20:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [ 417/1669]  eta: 0:09:00  tlr: 8.5e-05  tnm: 0.40  Lm: 5.881 (5.881)  Lt: 5.244 (5.244)  Accm: 4.24 (4.24)  Acct: 6.55 (6.55)  time: 0.4082  data: 0.0002
[11-17 13:20:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [ 417/1669]  eta: 0:09:00  tlr: 8.5e-05  tnm: 0.40  Lm: 5.997 (5.997)  Lt: 5.386 (5.386)  Accm: 3.59 (3.59)  Acct: 5.42 (5.42)  time: 0.4083  data: 0.0002
[11-17 13:23:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [ 834/1669]  eta: 0:05:57  tlr: 8.5e-05  tnm: 0.40  Lm: 5.971 (5.926)  Lt: 5.360 (5.308)  Accm: 3.60 (4.01)  Acct: 5.65 (6.12)  time: 0.4585  data: 0.0002
[11-17 13:23:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [ 834/1669]  eta: 0:05:57  tlr: 8.5e-05  tnm: 0.40  Lm: 5.908 (5.890)  Lt: 5.310 (5.266)  Accm: 4.00 (4.14)  Acct: 6.11 (6.34)  time: 0.4585  data: 0.0003
[11-17 13:23:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [ 834/1669]  eta: 0:05:57  tlr: 8.5e-05  tnm: 0.40  Lm: 5.810 (5.818)  Lt: 5.178 (5.159)  Accm: 4.73 (4.58)  Acct: 7.08 (6.98)  time: 0.4585  data: 0.0003
[11-17 13:23:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [ 834/1669]  eta: 0:05:57  tlr: 8.5e-05  tnm: 0.40  Lm: 5.873 (5.841)  Lt: 5.243 (5.211)  Accm: 4.51 (4.40)  Acct: 6.97 (6.69)  time: 0.4585  data: 0.0002
[11-17 13:26:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [1251/1669]  eta: 0:02:59  tlr: 8.5e-05  tnm: 0.39  Lm: 5.869 (5.847)  Lt: 5.249 (5.222)  Accm: 4.42 (4.38)  Acct: 6.78 (6.66)  time: 0.4069  data: 0.0002
[11-17 13:26:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [1251/1669]  eta: 0:02:59  tlr: 8.5e-05  tnm: 0.39  Lm: 5.937 (5.920)  Lt: 5.306 (5.294)  Accm: 3.84 (4.03)  Acct: 5.85 (6.10)  time: 0.4069  data: 0.0002
[11-17 13:26:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [1251/1669]  eta: 0:02:59  tlr: 8.5e-05  tnm: 0.39  Lm: 5.914 (5.906)  Lt: 5.311 (5.279)  Accm: 3.99 (4.10)  Acct: 6.02 (6.20)  time: 0.4069  data: 0.0002
[11-17 13:26:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [1251/1669]  eta: 0:02:59  tlr: 8.5e-05  tnm: 0.39  Lm: 5.830 (5.850)  Lt: 5.179 (5.194)  Accm: 4.52 (4.51)  Acct: 6.88 (6.91)  time: 0.4069  data: 0.0002
[11-17 13:29:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [1668/1669]  eta: 0:00:00  tlr: 8.5e-05  tnm: 0.38  Lm: 5.850 (5.861)  Lt: 5.180 (5.216)  Accm: 4.30 (4.47)  Acct: 6.68 (6.79)  time: 0.4069  data: 0.0014
[11-17 13:29:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 166/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 13:29:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [1668/1669]  eta: 0:00:00  tlr: 8.5e-05  tnm: 0.38  Lm: 5.921 (5.950)  Lt: 5.311 (5.319)  Accm: 3.98 (3.96)  Acct: 5.92 (6.02)  time: 0.4069  data: 0.0016
[11-17 13:29:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [1668/1669]  eta: 0:00:00  tlr: 8.5e-05  tnm: 0.38  Lm: 5.873 (5.887)  Lt: 5.255 (5.261)  Accm: 4.33 (4.22)  Acct: 6.58 (6.38)  time: 0.4069  data: 0.0015
[11-17 13:29:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 166/350]  [1668/1669]  eta: 0:00:00  tlr: 8.5e-05  tnm: 0.38  Lm: 5.940 (5.924)  Lt: 5.290 (5.293)  Accm: 3.98 (4.02)  Acct: 6.04 (6.13)  time: 0.4069  data: 0.0014
[11-17 13:29:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 166/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 13:29:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 166/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 13:29:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 166/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 13:29:49] (/home/user/VAR/train.py , line 276)=>      [ep166]  (training )  Lm: 5.881 (5.881), Lt: 5.242 (5.243),  Acc m&t: 4.32 6.58,  Remain: 1 day, 11:13:39,  Finish: 2024-11-18 08:43
[11-17 13:29:49] (/home/user/VAR/train.py , line 276)=>      [ep166]  (training )  Lm: 5.881 (5.881), Lt: 5.242 (5.243),  Acc m&t: 4.32 6.58,  Remain: 1 day, 11:14:14,  Finish: 2024-11-18 08:44
[11-17 13:29:49] (/home/user/VAR/train.py , line 276)=>      [ep166]  (training )  Lm: 5.881 (5.881), Lt: 5.242 (5.243),  Acc m&t: 4.32 6.58,  Remain: 1 day, 11:13:23,  Finish: 2024-11-18 08:43
[11-17 13:29:49] (/home/user/VAR/train.py , line 276)=>      [ep166]  (training )  Lm: 5.881 (5.881), Lt: 5.242 (5.243),  Acc m&t: 4.32 6.58,  Remain: 1 day, 11:13:57,  Finish: 2024-11-18 08:43
[11-17 13:29:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [   0/1669]  eta: 0:09:58  tlr: 8.5e-05  tnm: 0.37  Lm: 5.888 (5.888)  Lt: 5.236 (5.236)  Accm: 4.33 (4.33)  Acct: 7.01 (7.01)  time: 0.3584  data: 0.0004
[11-17 13:29:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [   0/1669]  eta: 0:09:58  tlr: 8.5e-05  tnm: 0.37  Lm: 5.796 (5.796)  Lt: 5.150 (5.150)  Accm: 5.00 (5.00)  Acct: 7.51 (7.51)  time: 0.3587  data: 0.0003
[11-17 13:29:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [   0/1669]  eta: 0:09:58  tlr: 8.5e-05  tnm: 0.37  Lm: 5.974 (5.974)  Lt: 5.355 (5.355)  Accm: 3.98 (3.98)  Acct: 6.11 (6.11)  time: 0.3586  data: 0.0003
[11-17 13:29:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [   0/1669]  eta: 0:09:59  tlr: 8.5e-05  tnm: 0.37  Lm: 5.782 (5.782)  Lt: 5.147 (5.147)  Accm: 4.61 (4.61)  Acct: 6.77 (6.77)  time: 0.3595  data: 0.0004
[11-17 13:32:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [ 417/1669]  eta: 0:09:07  tlr: 8.5e-05  tnm: 0.40  Lm: 5.888 (5.888)  Lt: 5.270 (5.270)  Accm: 4.29 (4.29)  Acct: 6.28 (6.28)  time: 0.4128  data: 0.0002
[11-17 13:32:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [ 417/1669]  eta: 0:09:07  tlr: 8.5e-05  tnm: 0.40  Lm: 5.891 (5.891)  Lt: 5.249 (5.249)  Accm: 4.33 (4.33)  Acct: 6.86 (6.86)  time: 0.4128  data: 0.0002
[11-17 13:32:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [ 417/1669]  eta: 0:09:07  tlr: 8.5e-05  tnm: 0.40  Lm: 6.007 (6.007)  Lt: 5.396 (5.396)  Accm: 3.91 (3.91)  Acct: 6.10 (6.10)  time: 0.4128  data: 0.0003
[11-17 13:32:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [ 417/1669]  eta: 0:09:07  tlr: 8.5e-05  tnm: 0.40  Lm: 5.859 (5.859)  Lt: 5.203 (5.203)  Accm: 4.47 (4.47)  Acct: 6.88 (6.88)  time: 0.4128  data: 0.0002
[11-17 13:35:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [ 834/1669]  eta: 0:06:03  tlr: 8.5e-05  tnm: 0.42  Lm: 5.922 (5.895)  Lt: 5.257 (5.245)  Accm: 3.93 (4.26)  Acct: 6.25 (6.63)  time: 0.4985  data: 0.0002
[11-17 13:35:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [ 834/1669]  eta: 0:06:03  tlr: 8.5e-05  tnm: 0.42  Lm: 5.888 (5.859)  Lt: 5.236 (5.216)  Accm: 4.33 (4.44)  Acct: 6.90 (6.88)  time: 0.4985  data: 0.0002
[11-17 13:35:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [ 834/1669]  eta: 0:06:03  tlr: 8.5e-05  tnm: 0.42  Lm: 5.938 (5.904)  Lt: 5.272 (5.270)  Accm: 4.01 (4.20)  Acct: 6.16 (6.24)  time: 0.4985  data: 0.0002
[11-17 13:35:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [ 834/1669]  eta: 0:06:03  tlr: 8.5e-05  tnm: 0.42  Lm: 5.974 (5.965)  Lt: 5.355 (5.341)  Accm: 3.98 (4.16)  Acct: 6.11 (6.45)  time: 0.4985  data: 0.0002
[11-17 13:38:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [1251/1669]  eta: 0:03:00  tlr: 8.5e-05  tnm: 0.43  Lm: 5.849 (5.846)  Lt: 5.193 (5.200)  Accm: 4.49 (4.49)  Acct: 6.82 (6.84)  time: 0.4099  data: 0.0002
[11-17 13:38:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [1251/1669]  eta: 0:03:00  tlr: 8.5e-05  tnm: 0.43  Lm: 5.924 (5.903)  Lt: 5.292 (5.266)  Accm: 4.02 (4.22)  Acct: 6.19 (6.47)  time: 0.4099  data: 0.0002
[11-17 13:38:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [1251/1669]  eta: 0:03:00  tlr: 8.5e-05  tnm: 0.43  Lm: 5.931 (5.910)  Lt: 5.273 (5.272)  Accm: 4.08 (4.19)  Acct: 6.19 (6.23)  time: 0.4099  data: 0.0002
[11-17 13:38:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [1251/1669]  eta: 0:03:00  tlr: 8.5e-05  tnm: 0.43  Lm: 5.928 (5.932)  Lt: 5.293 (5.299)  Accm: 4.22 (4.23)  Acct: 6.46 (6.53)  time: 0.4099  data: 0.0003
[11-17 13:41:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [1668/1669]  eta: 0:00:00  tlr: 8.4e-05  tnm: 0.40  Lm: 5.892 (5.924)  Lt: 5.257 (5.290)  Accm: 3.98 (4.17)  Acct: 6.11 (6.45)  time: 0.4159  data: 0.0017
[11-17 13:41:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 167/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 13:41:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [1668/1669]  eta: 0:00:00  tlr: 8.4e-05  tnm: 0.40  Lm: 5.925 (5.898)  Lt: 5.272 (5.255)  Accm: 4.15 (4.26)  Acct: 6.22 (6.39)  time: 0.4159  data: 0.0014
[11-17 13:41:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [1668/1669]  eta: 0:00:00  tlr: 8.4e-05  tnm: 0.40  Lm: 5.922 (5.879)  Lt: 5.257 (5.232)  Accm: 4.12 (4.30)  Acct: 6.25 (6.60)  time: 0.4159  data: 0.0022
[11-17 13:41:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 167/350]  [1668/1669]  eta: 0:00:00  tlr: 8.4e-05  tnm: 0.40  Lm: 5.810 (5.833)  Lt: 5.150 (5.184)  Accm: 4.65 (4.54)  Acct: 6.90 (6.92)  time: 0.4159  data: 0.0016
[11-17 13:41:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 167/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 13:41:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 167/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 13:41:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 167/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 13:41:47] (/home/user/VAR/train.py , line 276)=>      [ep167]  (training )  Lm: 5.881 (5.893), Lt: 5.242 (5.253),  Acc m&t: 4.32 6.58,  Remain: 1 day, 11:24:09,  Finish: 2024-11-18 09:05
[11-17 13:41:47] (/home/user/VAR/train.py , line 276)=>      [ep167]  (training )  Lm: 5.881 (5.893), Lt: 5.242 (5.253),  Acc m&t: 4.32 6.58,  Remain: 1 day, 11:26:45,  Finish: 2024-11-18 09:08
[11-17 13:41:47] (/home/user/VAR/train.py , line 276)=>      [ep167]  (training )  Lm: 5.881 (5.893), Lt: 5.242 (5.253),  Acc m&t: 4.32 6.58,  Remain: 1 day, 11:24:23,  Finish: 2024-11-18 09:06
[11-17 13:41:47] (/home/user/VAR/train.py , line 276)=>      [ep167]  (training )  Lm: 5.881 (5.893), Lt: 5.242 (5.253),  Acc m&t: 4.32 6.58,  Remain: 1 day, 11:25:02,  Finish: 2024-11-18 09:06
[11-17 13:41:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [   0/1669]  eta: 0:10:10  tlr: 8.4e-05  tnm: 0.41  Lm: 5.967 (5.967)  Lt: 5.304 (5.304)  Accm: 4.24 (4.24)  Acct: 6.54 (6.54)  time: 0.3655  data: 0.0004
[11-17 13:41:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [   0/1669]  eta: 0:10:10  tlr: 8.4e-05  tnm: 0.41  Lm: 5.915 (5.915)  Lt: 5.238 (5.238)  Accm: 4.07 (4.07)  Acct: 6.18 (6.18)  time: 0.3656  data: 0.0004
[11-17 13:41:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [   0/1669]  eta: 0:10:10  tlr: 8.4e-05  tnm: 0.41  Lm: 5.762 (5.762)  Lt: 5.144 (5.144)  Accm: 4.58 (4.58)  Acct: 6.78 (6.78)  time: 0.3657  data: 0.0004
[11-17 13:41:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [   0/1669]  eta: 0:10:09  tlr: 8.4e-05  tnm: 0.41  Lm: 5.908 (5.908)  Lt: 5.281 (5.281)  Accm: 4.34 (4.34)  Acct: 6.68 (6.68)  time: 0.3652  data: 0.0004
[11-17 13:44:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [ 417/1669]  eta: 0:09:13  tlr: 8.4e-05  tnm: 0.43  Lm: 5.848 (5.848)  Lt: 5.218 (5.218)  Accm: 4.43 (4.43)  Acct: 6.87 (6.87)  time: 0.4089  data: 0.0003
[11-17 13:44:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [ 417/1669]  eta: 0:09:13  tlr: 8.4e-05  tnm: 0.43  Lm: 5.777 (5.777)  Lt: 5.158 (5.158)  Accm: 4.51 (4.51)  Acct: 6.60 (6.60)  time: 0.4089  data: 0.0002
[11-17 13:44:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [ 417/1669]  eta: 0:09:13  tlr: 8.4e-05  tnm: 0.43  Lm: 5.864 (5.864)  Lt: 5.184 (5.184)  Accm: 4.32 (4.32)  Acct: 6.53 (6.53)  time: 0.4089  data: 0.0002
[11-17 13:44:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [ 417/1669]  eta: 0:09:13  tlr: 8.4e-05  tnm: 0.43  Lm: 5.951 (5.951)  Lt: 5.307 (5.307)  Accm: 4.16 (4.16)  Acct: 6.48 (6.48)  time: 0.4089  data: 0.0002
[11-17 13:47:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [ 834/1669]  eta: 0:06:01  tlr: 8.4e-05  tnm: 0.38  Lm: 5.935 (5.909)  Lt: 5.304 (5.278)  Accm: 4.24 (4.35)  Acct: 6.54 (6.62)  time: 0.4481  data: 0.0002
[11-17 13:47:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [ 834/1669]  eta: 0:06:01  tlr: 8.4e-05  tnm: 0.38  Lm: 5.792 (5.807)  Lt: 5.172 (5.194)  Accm: 4.44 (4.44)  Acct: 6.59 (6.60)  time: 0.4481  data: 0.0002
[11-17 13:47:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [ 834/1669]  eta: 0:06:01  tlr: 8.4e-05  tnm: 0.38  Lm: 5.889 (5.872)  Lt: 5.238 (5.209)  Accm: 4.44 (4.36)  Acct: 6.71 (6.59)  time: 0.4481  data: 0.0003
[11-17 13:47:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [ 834/1669]  eta: 0:06:01  tlr: 8.4e-05  tnm: 0.38  Lm: 5.824 (5.840)  Lt: 5.176 (5.204)  Accm: 4.34 (4.35)  Acct: 6.68 (6.66)  time: 0.4481  data: 0.0002
[11-17 13:50:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [1251/1669]  eta: 0:02:59  tlr: 8.4e-05  tnm: 0.39  Lm: 5.806 (5.825)  Lt: 5.166 (5.187)  Accm: 4.43 (4.44)  Acct: 6.87 (6.85)  time: 0.4439  data: 0.0002
[11-17 13:50:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [1251/1669]  eta: 0:02:59  tlr: 8.4e-05  tnm: 0.39  Lm: 5.830 (5.854)  Lt: 5.219 (5.228)  Accm: 4.37 (4.31)  Acct: 6.51 (6.47)  time: 0.4438  data: 0.0003
[11-17 13:50:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [1251/1669]  eta: 0:02:59  tlr: 8.4e-05  tnm: 0.39  Lm: 5.902 (5.899)  Lt: 5.273 (5.269)  Accm: 4.24 (4.33)  Acct: 6.48 (6.49)  time: 0.4438  data: 0.0002
[11-17 13:50:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [1251/1669]  eta: 0:02:59  tlr: 8.4e-05  tnm: 0.39  Lm: 5.902 (5.886)  Lt: 5.248 (5.228)  Accm: 4.40 (4.36)  Acct: 6.65 (6.59)  time: 0.4439  data: 0.0002
[11-17 13:53:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [1668/1669]  eta: 0:00:00  tlr: 8.4e-05  tnm: 0.42  Lm: 5.915 (5.907)  Lt: 5.258 (5.258)  Accm: 4.36 (4.28)  Acct: 6.59 (6.42)  time: 0.4114  data: 0.0015
[11-17 13:53:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 168/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 13:53:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [1668/1669]  eta: 0:00:00  tlr: 8.4e-05  tnm: 0.42  Lm: 5.824 (5.843)  Lt: 5.176 (5.206)  Accm: 4.34 (4.40)  Acct: 6.68 (6.77)  time: 0.4114  data: 0.0014
[11-17 13:53:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [1668/1669]  eta: 0:00:00  tlr: 8.4e-05  tnm: 0.42  Lm: 5.869 (5.890)  Lt: 5.242 (5.255)  Accm: 4.24 (4.28)  Acct: 6.42 (6.44)  time: 0.4114  data: 0.0019
[11-17 13:53:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 168/350]  [1668/1669]  eta: 0:00:00  tlr: 8.4e-05  tnm: 0.42  Lm: 5.867 (5.879)  Lt: 5.266 (5.261)  Accm: 4.31 (4.18)  Acct: 6.42 (6.26)  time: 0.4114  data: 0.0019
[11-17 13:53:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 168/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 13:53:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 168/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 13:53:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 168/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 13:53:41] (/home/user/VAR/train.py , line 276)=>      [ep168]  (training )  Lm: 5.881 (5.886), Lt: 5.242 (5.243),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:48:54,  Finish: 2024-11-18 08:42
[11-17 13:53:41] (/home/user/VAR/train.py , line 276)=>      [ep168]  (training )  Lm: 5.881 (5.886), Lt: 5.242 (5.243),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:50:01,  Finish: 2024-11-18 08:43
[11-17 13:53:41] (/home/user/VAR/train.py , line 276)=>      [ep168]  (training )  Lm: 5.881 (5.886), Lt: 5.242 (5.243),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:49:00,  Finish: 2024-11-18 08:42
[11-17 13:53:41] (/home/user/VAR/train.py , line 276)=>      [ep168]  (training )  Lm: 5.881 (5.886), Lt: 5.242 (5.243),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:48:57,  Finish: 2024-11-18 08:42
[11-17 13:53:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [   0/1669]  eta: 0:10:11  tlr: 8.4e-05  tnm: 0.40  Lm: 5.961 (5.961)  Lt: 5.319 (5.319)  Accm: 3.97 (3.97)  Acct: 6.27 (6.27)  time: 0.3663  data: 0.0004
[11-17 13:53:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [   0/1669]  eta: 0:10:11  tlr: 8.4e-05  tnm: 0.40  Lm: 5.961 (5.961)  Lt: 5.326 (5.326)  Accm: 3.77 (3.77)  Acct: 5.80 (5.80)  time: 0.3664  data: 0.0004
[11-17 13:53:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [   0/1669]  eta: 0:10:11  tlr: 8.4e-05  tnm: 0.40  Lm: 5.996 (5.996)  Lt: 5.375 (5.375)  Accm: 4.30 (4.30)  Acct: 6.22 (6.22)  time: 0.3663  data: 0.0004
[11-17 13:53:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [   0/1669]  eta: 0:10:10  tlr: 8.4e-05  tnm: 0.40  Lm: 5.941 (5.941)  Lt: 5.283 (5.283)  Accm: 4.01 (4.01)  Acct: 6.27 (6.27)  time: 0.3659  data: 0.0004
[11-17 13:56:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [ 417/1669]  eta: 0:09:11  tlr: 8.4e-05  tnm: 0.41  Lm: 5.970 (5.970)  Lt: 5.322 (5.322)  Accm: 4.00 (4.00)  Acct: 6.27 (6.27)  time: 0.4114  data: 0.0002
[11-17 13:56:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [ 417/1669]  eta: 0:09:11  tlr: 8.4e-05  tnm: 0.41  Lm: 5.887 (5.887)  Lt: 5.248 (5.248)  Accm: 4.04 (4.04)  Acct: 6.16 (6.16)  time: 0.4114  data: 0.0002
[11-17 13:56:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [ 417/1669]  eta: 0:09:11  tlr: 8.4e-05  tnm: 0.41  Lm: 5.960 (5.960)  Lt: 5.330 (5.330)  Accm: 4.26 (4.26)  Acct: 6.47 (6.47)  time: 0.4114  data: 0.0002
[11-17 13:56:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [ 417/1669]  eta: 0:09:11  tlr: 8.4e-05  tnm: 0.41  Lm: 5.963 (5.963)  Lt: 5.329 (5.329)  Accm: 3.92 (3.92)  Acct: 5.97 (5.97)  time: 0.4114  data: 0.0002
[11-17 13:59:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [ 834/1669]  eta: 0:06:00  tlr: 8.4e-05  tnm: 0.41  Lm: 5.961 (5.937)  Lt: 5.319 (5.290)  Accm: 3.97 (4.15)  Acct: 6.27 (6.28)  time: 0.4098  data: 0.0002
[11-17 13:59:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [ 834/1669]  eta: 0:06:00  tlr: 8.4e-05  tnm: 0.41  Lm: 5.813 (5.856)  Lt: 5.189 (5.228)  Accm: 4.30 (4.25)  Acct: 6.53 (6.43)  time: 0.4098  data: 0.0002
[11-17 13:59:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [ 834/1669]  eta: 0:06:00  tlr: 8.4e-05  tnm: 0.41  Lm: 5.924 (5.915)  Lt: 5.284 (5.287)  Accm: 4.30 (4.29)  Acct: 6.71 (6.61)  time: 0.4097  data: 0.0002
[11-17 13:59:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [ 834/1669]  eta: 0:06:00  tlr: 8.4e-05  tnm: 0.41  Lm: 5.941 (5.923)  Lt: 5.283 (5.276)  Accm: 4.01 (4.09)  Acct: 6.27 (6.30)  time: 0.4098  data: 0.0002
[11-17 14:02:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [1251/1669]  eta: 0:03:01  tlr: 8.4e-05  tnm: 0.38  Lm: 5.930 (5.922)  Lt: 5.282 (5.277)  Accm: 4.00 (4.05)  Acct: 6.27 (6.19)  time: 0.4487  data: 0.0002
[11-17 14:02:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [1251/1669]  eta: 0:03:01  tlr: 8.4e-05  tnm: 0.38  Lm: 5.963 (5.961)  Lt: 5.329 (5.310)  Accm: 3.92 (4.06)  Acct: 6.07 (6.18)  time: 0.4487  data: 0.0002
[11-17 14:02:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [1251/1669]  eta: 0:03:01  tlr: 8.4e-05  tnm: 0.38  Lm: 5.834 (5.855)  Lt: 5.198 (5.223)  Accm: 4.37 (4.29)  Acct: 6.64 (6.51)  time: 0.4487  data: 0.0002
[11-17 14:02:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [1251/1669]  eta: 0:03:01  tlr: 8.4e-05  tnm: 0.38  Lm: 5.887 (5.899)  Lt: 5.250 (5.269)  Accm: 4.32 (4.32)  Acct: 6.77 (6.66)  time: 0.4487  data: 0.0002
[11-17 14:05:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [1668/1669]  eta: 0:00:00  tlr: 8.4e-05  tnm: 0.39  Lm: 5.918 (5.902)  Lt: 5.263 (5.268)  Accm: 4.30 (4.28)  Acct: 6.71 (6.60)  time: 0.4111  data: 0.0017
[11-17 14:05:39] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 169/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 14:05:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [1668/1669]  eta: 0:00:00  tlr: 8.4e-05  tnm: 0.39  Lm: 5.961 (5.901)  Lt: 5.319 (5.237)  Accm: 3.97 (4.30)  Acct: 6.27 (6.65)  time: 0.4111  data: 0.0021
[11-17 14:05:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [1668/1669]  eta: 0:00:00  tlr: 8.4e-05  tnm: 0.39  Lm: 5.813 (5.842)  Lt: 5.189 (5.204)  Accm: 4.44 (4.35)  Acct: 6.71 (6.55)  time: 0.4111  data: 0.0015
[11-17 14:05:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 169/350]  [1668/1669]  eta: 0:00:00  tlr: 8.4e-05  tnm: 0.39  Lm: 5.919 (5.921)  Lt: 5.281 (5.269)  Accm: 4.01 (4.13)  Acct: 6.27 (6.31)  time: 0.4111  data: 0.0017
[11-17 14:05:39] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 169/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 14:05:39] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 169/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 14:05:39] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 169/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 14:07:49] (home/user/VAR/trainer.py, line 113)=> FID: 6.6606473798939305
[11-17 14:07:49] (/home/user/VAR/train.py , line 259)=>  [*] [ep169]  (val 50000)  Lm: 5.8805, Lt: 5.2370, Acc m&t: 4.32 6.58,  Val cost: 130.17s
[11-17 14:07:49] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-17 14:08:04] (/home/user/VAR/train.py , line 276)=>      [ep169]  (training )  Lm: 5.880 (5.880), Lt: 5.237 (5.237),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:48:37,  Finish: 2024-11-18 08:54
[11-17 14:08:04] (/home/user/VAR/train.py , line 276)=>      [ep169]  (training )  Lm: 5.880 (5.880), Lt: 5.237 (5.237),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:48:51,  Finish: 2024-11-18 08:54
[11-17 14:08:04] (/home/user/VAR/train.py , line 276)=>      [ep169]  (training )  Lm: 5.880 (5.880), Lt: 5.237 (5.237),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:49:26,  Finish: 2024-11-18 08:55
[11-17 14:08:04] (/home/user/VAR/train.py , line 276)=>      [ep169]  (training )  Lm: 5.880 (5.880), Lt: 5.237 (5.237),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:48:43,  Finish: 2024-11-18 08:54
[11-17 14:08:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [   0/1669]  eta: 0:10:34  tlr: 8.4e-05  tnm: 0.40  Lm: 5.952 (5.952)  Lt: 5.284 (5.284)  Accm: 3.77 (3.77)  Acct: 5.92 (5.92)  time: 0.3800  data: 0.0004
[11-17 14:08:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [   0/1669]  eta: 0:10:31  tlr: 8.4e-05  tnm: 0.40  Lm: 5.963 (5.963)  Lt: 5.273 (5.273)  Accm: 3.90 (3.90)  Acct: 6.25 (6.25)  time: 0.3785  data: 0.0004
[11-17 14:08:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [   0/1669]  eta: 0:10:32  tlr: 8.4e-05  tnm: 0.40  Lm: 5.811 (5.811)  Lt: 5.115 (5.115)  Accm: 4.75 (4.75)  Acct: 7.15 (7.15)  time: 0.3788  data: 0.0004
[11-17 14:08:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [   0/1669]  eta: 0:11:19  tlr: 8.4e-05  tnm: 0.40  Lm: 5.841 (5.841)  Lt: 5.183 (5.183)  Accm: 4.63 (4.63)  Acct: 7.20 (7.20)  time: 0.4069  data: 0.0004
[11-17 14:11:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [ 417/1669]  eta: 0:08:58  tlr: 8.3e-05  tnm: 0.39  Lm: 5.863 (5.863)  Lt: 5.241 (5.241)  Accm: 4.54 (4.54)  Acct: 6.94 (6.94)  time: 0.4068  data: 0.0002
[11-17 14:11:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [ 417/1669]  eta: 0:08:58  tlr: 8.3e-05  tnm: 0.39  Lm: 5.920 (5.920)  Lt: 5.265 (5.265)  Accm: 4.02 (4.02)  Acct: 6.25 (6.25)  time: 0.4068  data: 0.0002
[11-17 14:11:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [ 417/1669]  eta: 0:08:58  tlr: 8.3e-05  tnm: 0.39  Lm: 5.889 (5.889)  Lt: 5.243 (5.243)  Accm: 4.06 (4.06)  Acct: 6.17 (6.17)  time: 0.4068  data: 0.0002
[11-17 14:11:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [ 417/1669]  eta: 0:08:58  tlr: 8.3e-05  tnm: 0.39  Lm: 5.800 (5.800)  Lt: 5.116 (5.116)  Accm: 4.74 (4.74)  Acct: 6.99 (6.99)  time: 0.4068  data: 0.0002
[11-17 14:14:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [ 834/1669]  eta: 0:05:57  tlr: 8.3e-05  tnm: 0.39  Lm: 5.811 (5.820)  Lt: 5.117 (5.152)  Accm: 4.73 (4.59)  Acct: 6.84 (6.89)  time: 0.4099  data: 0.0002
[11-17 14:14:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [ 834/1669]  eta: 0:05:57  tlr: 8.3e-05  tnm: 0.39  Lm: 5.885 (5.893)  Lt: 5.295 (5.259)  Accm: 4.44 (4.35)  Acct: 6.68 (6.79)  time: 0.4099  data: 0.0002
[11-17 14:14:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [ 834/1669]  eta: 0:05:57  tlr: 8.3e-05  tnm: 0.39  Lm: 5.865 (5.881)  Lt: 5.203 (5.229)  Accm: 4.28 (4.14)  Acct: 6.40 (6.25)  time: 0.4099  data: 0.0002
[11-17 14:14:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [ 834/1669]  eta: 0:05:57  tlr: 8.3e-05  tnm: 0.39  Lm: 5.876 (5.874)  Lt: 5.257 (5.231)  Accm: 4.15 (4.23)  Acct: 6.25 (6.46)  time: 0.4099  data: 0.0002
[11-17 14:17:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [1251/1669]  eta: 0:03:00  tlr: 8.3e-05  tnm: 0.40  Lm: 5.843 (5.858)  Lt: 5.216 (5.217)  Accm: 4.27 (4.27)  Acct: 6.35 (6.46)  time: 0.4142  data: 0.0002
[11-17 14:17:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [1251/1669]  eta: 0:03:00  tlr: 8.3e-05  tnm: 0.40  Lm: 5.863 (5.852)  Lt: 5.239 (5.212)  Accm: 4.54 (4.51)  Acct: 6.94 (7.00)  time: 0.4141  data: 0.0002
[11-17 14:17:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [1251/1669]  eta: 0:03:00  tlr: 8.3e-05  tnm: 0.40  Lm: 5.908 (5.903)  Lt: 5.243 (5.260)  Accm: 4.09 (4.07)  Acct: 6.22 (6.20)  time: 0.4142  data: 0.0002
[11-17 14:17:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [1251/1669]  eta: 0:03:00  tlr: 8.3e-05  tnm: 0.40  Lm: 5.809 (5.817)  Lt: 5.133 (5.151)  Accm: 4.70 (4.61)  Acct: 6.99 (6.98)  time: 0.4142  data: 0.0002
[11-17 14:20:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [1668/1669]  eta: 0:00:00  tlr: 8.3e-05  tnm: 0.41  Lm: 5.811 (5.817)  Lt: 5.122 (5.145)  Accm: 4.73 (4.65)  Acct: 7.15 (7.06)  time: 0.4093  data: 0.0015
[11-17 14:20:01] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 170/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 14:20:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [1668/1669]  eta: 0:00:00  tlr: 8.3e-05  tnm: 0.41  Lm: 5.863 (5.859)  Lt: 5.234 (5.220)  Accm: 4.29 (4.27)  Acct: 6.46 (6.47)  time: 0.4093  data: 0.0019
[11-17 14:20:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [1668/1669]  eta: 0:00:00  tlr: 8.3e-05  tnm: 0.41  Lm: 5.841 (5.826)  Lt: 5.183 (5.169)  Accm: 4.60 (4.53)  Acct: 7.20 (7.10)  time: 0.4093  data: 0.0021
[11-17 14:20:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 170/350]  [1668/1669]  eta: 0:00:00  tlr: 8.3e-05  tnm: 0.41  Lm: 5.865 (5.885)  Lt: 5.203 (5.247)  Accm: 4.28 (4.20)  Acct: 6.40 (6.43)  time: 0.4093  data: 0.0016
[11-17 14:20:01] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 170/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 14:20:01] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 170/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 14:20:01] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 170/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 14:20:01] (/home/user/VAR/train.py , line 276)=>      [ep170]  (training )  Lm: 5.880 (5.888), Lt: 5.237 (5.251),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:39:24,  Finish: 2024-11-18 08:59
[11-17 14:20:01] (/home/user/VAR/train.py , line 276)=>      [ep170]  (training )  Lm: 5.880 (5.888), Lt: 5.237 (5.251),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:39:01,  Finish: 2024-11-18 08:59
[11-17 14:20:01] (/home/user/VAR/train.py , line 276)=>      [ep170]  (training )  Lm: 5.880 (5.888), Lt: 5.237 (5.251),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:38:04,  Finish: 2024-11-18 08:58
[11-17 14:20:01] (/home/user/VAR/train.py , line 276)=>      [ep170]  (training )  Lm: 5.880 (5.888), Lt: 5.237 (5.251),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:38:40,  Finish: 2024-11-18 08:58
[11-17 14:20:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [   0/1669]  eta: 0:10:30  tlr: 8.3e-05  tnm: 0.41  Lm: 6.011 (6.011)  Lt: 5.363 (5.363)  Accm: 3.82 (3.82)  Acct: 6.01 (6.01)  time: 0.3780  data: 0.0003
[11-17 14:20:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [   0/1669]  eta: 0:10:45  tlr: 8.3e-05  tnm: 0.41  Lm: 5.911 (5.911)  Lt: 5.228 (5.228)  Accm: 3.93 (3.93)  Acct: 6.37 (6.37)  time: 0.3868  data: 0.0004
[11-17 14:20:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [   0/1669]  eta: 0:10:31  tlr: 8.3e-05  tnm: 0.41  Lm: 5.878 (5.878)  Lt: 5.215 (5.215)  Accm: 4.27 (4.27)  Acct: 6.40 (6.40)  time: 0.3784  data: 0.0003
[11-17 14:20:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [   0/1669]  eta: 0:10:30  tlr: 8.3e-05  tnm: 0.41  Lm: 5.897 (5.897)  Lt: 5.294 (5.294)  Accm: 4.00 (4.00)  Acct: 5.96 (5.96)  time: 0.3780  data: 0.0004
[11-17 14:22:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [ 417/1669]  eta: 0:08:52  tlr: 8.3e-05  tnm: 0.39  Lm: 5.906 (5.906)  Lt: 5.287 (5.287)  Accm: 4.11 (4.11)  Acct: 6.12 (6.12)  time: 0.4529  data: 0.0002
[11-17 14:22:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [ 417/1669]  eta: 0:08:52  tlr: 8.3e-05  tnm: 0.39  Lm: 5.886 (5.886)  Lt: 5.221 (5.221)  Accm: 4.33 (4.33)  Acct: 6.80 (6.80)  time: 0.4529  data: 0.0002
[11-17 14:22:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [ 417/1669]  eta: 0:08:52  tlr: 8.3e-05  tnm: 0.39  Lm: 5.948 (5.948)  Lt: 5.309 (5.309)  Accm: 3.97 (3.97)  Acct: 5.99 (5.99)  time: 0.4529  data: 0.0002
[11-17 14:22:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [ 417/1669]  eta: 0:08:52  tlr: 8.3e-05  tnm: 0.39  Lm: 5.926 (5.926)  Lt: 5.272 (5.272)  Accm: 4.13 (4.13)  Acct: 6.23 (6.23)  time: 0.4529  data: 0.0002
[11-17 14:25:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [ 834/1669]  eta: 0:05:52  tlr: 8.3e-05  tnm: 0.41  Lm: 5.914 (5.922)  Lt: 5.325 (5.290)  Accm: 4.37 (4.21)  Acct: 6.27 (6.24)  time: 0.4099  data: 0.0003
[11-17 14:25:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [ 834/1669]  eta: 0:05:52  tlr: 8.3e-05  tnm: 0.41  Lm: 5.879 (5.925)  Lt: 5.231 (5.283)  Accm: 4.22 (4.06)  Acct: 6.40 (6.19)  time: 0.4099  data: 0.0002
[11-17 14:25:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [ 834/1669]  eta: 0:05:52  tlr: 8.3e-05  tnm: 0.41  Lm: 5.897 (5.883)  Lt: 5.280 (5.269)  Accm: 4.22 (4.30)  Acct: 6.28 (6.43)  time: 0.4099  data: 0.0002
[11-17 14:25:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [ 834/1669]  eta: 0:05:52  tlr: 8.3e-05  tnm: 0.41  Lm: 5.860 (5.851)  Lt: 5.213 (5.186)  Accm: 4.73 (4.52)  Acct: 7.23 (6.96)  time: 0.4099  data: 0.0002
[11-17 14:28:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [1251/1669]  eta: 0:02:59  tlr: 8.3e-05  tnm: 0.40  Lm: 5.855 (5.850)  Lt: 5.221 (5.207)  Accm: 4.64 (4.53)  Acct: 7.02 (6.92)  time: 0.4516  data: 0.0002
[11-17 14:28:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [1251/1669]  eta: 0:02:59  tlr: 8.3e-05  tnm: 0.40  Lm: 5.902 (5.925)  Lt: 5.282 (5.296)  Accm: 4.11 (4.04)  Acct: 6.21 (6.14)  time: 0.4516  data: 0.0002
[11-17 14:28:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [1251/1669]  eta: 0:02:59  tlr: 8.3e-05  tnm: 0.40  Lm: 5.884 (5.880)  Lt: 5.257 (5.260)  Accm: 4.25 (4.29)  Acct: 6.43 (6.47)  time: 0.4516  data: 0.0002
[11-17 14:28:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [1251/1669]  eta: 0:02:59  tlr: 8.3e-05  tnm: 0.40  Lm: 5.899 (5.912)  Lt: 5.278 (5.275)  Accm: 4.17 (4.15)  Acct: 6.18 (6.21)  time: 0.4516  data: 0.0002
[11-17 14:31:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [1668/1669]  eta: 0:00:00  tlr: 8.3e-05  tnm: 0.38  Lm: 5.884 (5.871)  Lt: 5.231 (5.224)  Accm: 4.37 (4.31)  Acct: 6.27 (6.50)  time: 0.4115  data: 0.0016
[11-17 14:31:54] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 171/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 14:31:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [1668/1669]  eta: 0:00:00  tlr: 8.3e-05  tnm: 0.38  Lm: 5.879 (5.914)  Lt: 5.231 (5.272)  Accm: 4.22 (4.08)  Acct: 6.40 (6.31)  time: 0.4116  data: 0.0015
[11-17 14:31:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [1668/1669]  eta: 0:00:00  tlr: 8.3e-05  tnm: 0.38  Lm: 5.871 (5.876)  Lt: 5.276 (5.263)  Accm: 4.28 (4.30)  Acct: 6.58 (6.50)  time: 0.4116  data: 0.0015
[11-17 14:31:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 171/350]  [1668/1669]  eta: 0:00:00  tlr: 8.3e-05  tnm: 0.38  Lm: 5.860 (5.890)  Lt: 5.228 (5.248)  Accm: 4.56 (4.35)  Acct: 6.80 (6.67)  time: 0.4116  data: 0.0017
[11-17 14:31:54] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 171/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 14:31:54] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 171/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 14:31:54] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 171/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 14:31:54] (/home/user/VAR/train.py , line 276)=>      [ep171]  (training )  Lm: 5.880 (5.900), Lt: 5.237 (5.259),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:15:45,  Finish: 2024-11-18 08:47
[11-17 14:31:54] (/home/user/VAR/train.py , line 276)=>      [ep171]  (training )  Lm: 5.880 (5.900), Lt: 5.237 (5.259),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:15:42,  Finish: 2024-11-18 08:47
[11-17 14:31:54] (/home/user/VAR/train.py , line 276)=>      [ep171]  (training )  Lm: 5.880 (5.900), Lt: 5.237 (5.259),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:16:32,  Finish: 2024-11-18 08:48
[11-17 14:31:54] (/home/user/VAR/train.py , line 276)=>      [ep171]  (training )  Lm: 5.880 (5.900), Lt: 5.237 (5.259),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:15:43,  Finish: 2024-11-18 08:47
[11-17 14:31:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [   0/1669]  eta: 0:11:04  tlr: 8.3e-05  tnm: 0.42  Lm: 5.837 (5.837)  Lt: 5.200 (5.200)  Accm: 4.22 (4.22)  Acct: 6.22 (6.22)  time: 0.3984  data: 0.0004
[11-17 14:31:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [   0/1669]  eta: 0:11:05  tlr: 8.3e-05  tnm: 0.42  Lm: 5.915 (5.915)  Lt: 5.306 (5.306)  Accm: 4.05 (4.05)  Acct: 6.15 (6.15)  time: 0.3987  data: 0.0004
[11-17 14:31:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [   0/1669]  eta: 0:11:24  tlr: 8.3e-05  tnm: 0.42  Lm: 5.947 (5.947)  Lt: 5.270 (5.270)  Accm: 3.97 (3.97)  Acct: 5.97 (5.97)  time: 0.4100  data: 0.0003
[11-17 14:31:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [   0/1669]  eta: 0:11:06  tlr: 8.3e-05  tnm: 0.42  Lm: 5.974 (5.974)  Lt: 5.327 (5.327)  Accm: 3.89 (3.89)  Acct: 6.13 (6.13)  time: 0.3993  data: 0.0003
[11-17 14:34:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [ 417/1669]  eta: 0:09:09  tlr: 8.3e-05  tnm: 0.42  Lm: 5.947 (5.947)  Lt: 5.320 (5.320)  Accm: 4.04 (4.04)  Acct: 6.11 (6.11)  time: 0.4539  data: 0.0003
[11-17 14:34:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [ 417/1669]  eta: 0:09:09  tlr: 8.3e-05  tnm: 0.42  Lm: 5.919 (5.919)  Lt: 5.266 (5.266)  Accm: 3.90 (3.90)  Acct: 5.95 (5.95)  time: 0.4539  data: 0.0002
[11-17 14:34:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [ 417/1669]  eta: 0:09:09  tlr: 8.3e-05  tnm: 0.42  Lm: 5.861 (5.861)  Lt: 5.246 (5.246)  Accm: 4.33 (4.33)  Acct: 6.48 (6.48)  time: 0.4539  data: 0.0002
[11-17 14:34:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [ 417/1669]  eta: 0:09:09  tlr: 8.3e-05  tnm: 0.42  Lm: 5.888 (5.888)  Lt: 5.238 (5.238)  Accm: 4.30 (4.30)  Acct: 6.50 (6.50)  time: 0.4540  data: 0.0006
[11-17 14:37:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [ 834/1669]  eta: 0:06:01  tlr: 8.2e-05  tnm: 0.41  Lm: 5.938 (5.923)  Lt: 5.276 (5.288)  Accm: 4.22 (4.10)  Acct: 6.22 (6.15)  time: 0.4104  data: 0.0002
[11-17 14:37:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [ 834/1669]  eta: 0:06:01  tlr: 8.2e-05  tnm: 0.41  Lm: 5.818 (5.846)  Lt: 5.187 (5.204)  Accm: 4.37 (4.35)  Acct: 6.82 (6.69)  time: 0.4104  data: 0.0002
[11-17 14:37:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [ 834/1669]  eta: 0:06:01  tlr: 8.2e-05  tnm: 0.41  Lm: 5.890 (5.875)  Lt: 5.263 (5.218)  Accm: 3.97 (4.12)  Acct: 5.97 (6.32)  time: 0.4105  data: 0.0002
[11-17 14:37:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [ 834/1669]  eta: 0:06:01  tlr: 8.2e-05  tnm: 0.41  Lm: 5.921 (5.909)  Lt: 5.313 (5.274)  Accm: 4.18 (4.23)  Acct: 6.13 (6.45)  time: 0.4104  data: 0.0003
[11-17 14:40:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [1251/1669]  eta: 0:03:00  tlr: 8.2e-05  tnm: 0.39  Lm: 5.947 (5.931)  Lt: 5.320 (5.300)  Accm: 4.13 (4.20)  Acct: 6.16 (6.38)  time: 0.4501  data: 0.0002
[11-17 14:40:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [1251/1669]  eta: 0:03:00  tlr: 8.2e-05  tnm: 0.39  Lm: 5.888 (5.862)  Lt: 5.238 (5.233)  Accm: 4.30 (4.35)  Acct: 6.50 (6.44)  time: 0.4501  data: 0.0002
[11-17 14:40:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [1251/1669]  eta: 0:03:00  tlr: 8.2e-05  tnm: 0.39  Lm: 5.900 (5.884)  Lt: 5.266 (5.240)  Accm: 4.08 (4.14)  Acct: 6.20 (6.34)  time: 0.4501  data: 0.0003
[11-17 14:40:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [1251/1669]  eta: 0:03:00  tlr: 8.2e-05  tnm: 0.39  Lm: 5.843 (5.852)  Lt: 5.200 (5.206)  Accm: 4.44 (4.39)  Acct: 6.79 (6.71)  time: 0.4501  data: 0.0002
[11-17 14:43:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [1668/1669]  eta: 0:00:00  tlr: 8.2e-05  tnm: 0.41  Lm: 5.869 (5.857)  Lt: 5.213 (5.214)  Accm: 4.37 (4.35)  Acct: 6.77 (6.59)  time: 0.4093  data: 0.0019
[11-17 14:43:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 172/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 14:43:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [1668/1669]  eta: 0:00:00  tlr: 8.2e-05  tnm: 0.41  Lm: 5.837 (5.838)  Lt: 5.200 (5.201)  Accm: 4.38 (4.44)  Acct: 6.78 (6.57)  time: 0.4093  data: 0.0015
[11-17 14:43:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [1668/1669]  eta: 0:00:00  tlr: 8.2e-05  tnm: 0.41  Lm: 5.890 (5.880)  Lt: 5.263 (5.228)  Accm: 4.19 (4.21)  Acct: 6.42 (6.49)  time: 0.4093  data: 0.0015
[11-17 14:43:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 172/350]  [1668/1669]  eta: 0:00:00  tlr: 8.2e-05  tnm: 0.41  Lm: 5.974 (5.940)  Lt: 5.327 (5.321)  Accm: 4.09 (4.15)  Acct: 6.13 (6.31)  time: 0.4093  data: 0.0013
[11-17 14:43:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 172/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 14:43:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 172/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 14:43:49] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 172/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 14:43:49] (/home/user/VAR/train.py , line 276)=>      [ep172]  (training )  Lm: 5.880 (5.882), Lt: 5.237 (5.237),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:03:37,  Finish: 2024-11-18 08:47
[11-17 14:43:49] (/home/user/VAR/train.py , line 276)=>      [ep172]  (training )  Lm: 5.880 (5.882), Lt: 5.237 (5.237),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:03:03,  Finish: 2024-11-18 08:46
[11-17 14:43:49] (/home/user/VAR/train.py , line 276)=>      [ep172]  (training )  Lm: 5.880 (5.882), Lt: 5.237 (5.237),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:02:59,  Finish: 2024-11-18 08:46
[11-17 14:43:49] (/home/user/VAR/train.py , line 276)=>      [ep172]  (training )  Lm: 5.880 (5.882), Lt: 5.237 (5.237),  Acc m&t: 4.32 6.58,  Remain: 1 day, 10:03:07,  Finish: 2024-11-18 08:46
[11-17 14:43:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [   0/1669]  eta: 0:10:47  tlr: 8.2e-05  tnm: 0.42  Lm: 5.846 (5.846)  Lt: 5.148 (5.148)  Accm: 4.57 (4.57)  Acct: 7.16 (7.16)  time: 0.3880  data: 0.0004
[11-17 14:43:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [   0/1669]  eta: 0:11:05  tlr: 8.2e-05  tnm: 0.42  Lm: 5.762 (5.762)  Lt: 5.107 (5.107)  Accm: 4.41 (4.41)  Acct: 6.97 (6.97)  time: 0.3985  data: 0.0003
[11-17 14:43:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [   0/1669]  eta: 0:11:05  tlr: 8.2e-05  tnm: 0.42  Lm: 5.883 (5.883)  Lt: 5.237 (5.237)  Accm: 4.12 (4.12)  Acct: 6.15 (6.15)  time: 0.3985  data: 0.0004
[11-17 14:43:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [   0/1669]  eta: 0:11:04  tlr: 8.2e-05  tnm: 0.42  Lm: 5.875 (5.875)  Lt: 5.193 (5.193)  Accm: 4.53 (4.53)  Acct: 7.11 (7.11)  time: 0.3980  data: 0.0006
[11-17 14:46:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [ 417/1669]  eta: 0:09:06  tlr: 8.2e-05  tnm: 0.40  Lm: 5.883 (5.883)  Lt: 5.226 (5.226)  Accm: 4.25 (4.25)  Acct: 6.48 (6.48)  time: 0.4107  data: 0.0002
[11-17 14:46:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [ 417/1669]  eta: 0:09:06  tlr: 8.2e-05  tnm: 0.40  Lm: 5.895 (5.895)  Lt: 5.232 (5.232)  Accm: 4.26 (4.26)  Acct: 6.55 (6.55)  time: 0.4107  data: 0.0002
[11-17 14:46:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [ 417/1669]  eta: 0:09:06  tlr: 8.2e-05  tnm: 0.40  Lm: 5.891 (5.891)  Lt: 5.238 (5.238)  Accm: 4.20 (4.20)  Acct: 6.41 (6.41)  time: 0.4107  data: 0.0002
[11-17 14:46:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [ 417/1669]  eta: 0:09:06  tlr: 8.2e-05  tnm: 0.40  Lm: 5.746 (5.746)  Lt: 5.093 (5.093)  Accm: 4.67 (4.67)  Acct: 7.15 (7.15)  time: 0.4107  data: 0.0004
[11-17 14:49:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [ 834/1669]  eta: 0:05:59  tlr: 8.2e-05  tnm: 0.39  Lm: 5.762 (5.810)  Lt: 5.107 (5.163)  Accm: 4.41 (4.43)  Acct: 6.97 (6.67)  time: 0.4500  data: 0.0002
[11-17 14:49:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [ 834/1669]  eta: 0:05:59  tlr: 8.2e-05  tnm: 0.39  Lm: 5.889 (5.891)  Lt: 5.301 (5.259)  Accm: 4.36 (4.26)  Acct: 6.53 (6.45)  time: 0.4500  data: 0.0002
[11-17 14:49:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [ 834/1669]  eta: 0:05:59  tlr: 8.2e-05  tnm: 0.39  Lm: 5.883 (5.890)  Lt: 5.228 (5.228)  Accm: 4.34 (4.29)  Acct: 6.85 (6.65)  time: 0.4500  data: 0.0002
[11-17 14:49:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [ 834/1669]  eta: 0:05:59  tlr: 8.2e-05  tnm: 0.39  Lm: 5.892 (5.900)  Lt: 5.259 (5.252)  Accm: 4.09 (4.20)  Acct: 6.08 (6.35)  time: 0.4500  data: 0.0003
[11-17 14:52:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [1251/1669]  eta: 0:02:59  tlr: 8.2e-05  tnm: 0.41  Lm: 5.883 (5.879)  Lt: 5.226 (5.236)  Accm: 4.22 (4.23)  Acct: 6.40 (6.44)  time: 0.4121  data: 0.0003
[11-17 14:52:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [1251/1669]  eta: 0:02:59  tlr: 8.2e-05  tnm: 0.41  Lm: 5.895 (5.909)  Lt: 5.232 (5.251)  Accm: 4.23 (4.14)  Acct: 6.50 (6.36)  time: 0.4121  data: 0.0002
[11-17 14:52:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [1251/1669]  eta: 0:02:59  tlr: 8.2e-05  tnm: 0.41  Lm: 5.913 (5.902)  Lt: 5.292 (5.265)  Accm: 4.25 (4.23)  Acct: 6.50 (6.46)  time: 0.4121  data: 0.0002
[11-17 14:52:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [1251/1669]  eta: 0:02:59  tlr: 8.2e-05  tnm: 0.41  Lm: 5.783 (5.809)  Lt: 5.134 (5.162)  Accm: 4.59 (4.51)  Acct: 7.15 (6.84)  time: 0.4121  data: 0.0002
[11-17 14:55:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [1668/1669]  eta: 0:00:00  tlr: 8.2e-05  tnm: 0.43  Lm: 5.804 (5.838)  Lt: 5.160 (5.193)  Accm: 4.41 (4.33)  Acct: 6.97 (6.63)  time: 0.4098  data: 0.0023
[11-17 14:55:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 173/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 14:55:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [1668/1669]  eta: 0:00:00  tlr: 8.2e-05  tnm: 0.43  Lm: 5.889 (5.877)  Lt: 5.282 (5.229)  Accm: 4.36 (4.27)  Acct: 6.53 (6.57)  time: 0.4098  data: 0.0015
[11-17 14:55:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [1668/1669]  eta: 0:00:00  tlr: 8.2e-05  tnm: 0.43  Lm: 5.907 (5.920)  Lt: 5.237 (5.253)  Accm: 4.12 (4.13)  Acct: 6.54 (6.40)  time: 0.4098  data: 0.0015
[11-17 14:55:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 173/350]  [1668/1669]  eta: 0:00:00  tlr: 8.2e-05  tnm: 0.43  Lm: 5.875 (5.872)  Lt: 5.193 (5.220)  Accm: 4.34 (4.32)  Acct: 6.71 (6.57)  time: 0.4098  data: 0.0014
[11-17 14:55:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 173/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 14:55:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 173/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 14:55:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 173/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 14:55:43] (/home/user/VAR/train.py , line 276)=>      [ep173]  (training )  Lm: 5.880 (5.890), Lt: 5.237 (5.246),  Acc m&t: 4.32 6.58,  Remain: 1 day, 9:55:41,  Finish: 2024-11-18 08:51
[11-17 14:55:43] (/home/user/VAR/train.py , line 276)=>      [ep173]  (training )  Lm: 5.880 (5.890), Lt: 5.237 (5.246),  Acc m&t: 4.32 6.58,  Remain: 1 day, 9:55:43,  Finish: 2024-11-18 08:51
[11-17 14:55:43] (/home/user/VAR/train.py , line 276)=>      [ep173]  (training )  Lm: 5.880 (5.890), Lt: 5.237 (5.246),  Acc m&t: 4.32 6.58,  Remain: 1 day, 9:56:17,  Finish: 2024-11-18 08:52
[11-17 14:55:43] (/home/user/VAR/train.py , line 276)=>      [ep173]  (training )  Lm: 5.880 (5.890), Lt: 5.237 (5.246),  Acc m&t: 4.32 6.58,  Remain: 1 day, 9:55:09,  Finish: 2024-11-18 08:50
[11-17 14:55:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [   0/1669]  eta: 0:10:25  tlr: 8.2e-05  tnm: 0.41  Lm: 5.850 (5.850)  Lt: 5.179 (5.179)  Accm: 4.62 (4.62)  Acct: 7.02 (7.02)  time: 0.3746  data: 0.0004
[11-17 14:55:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [   0/1669]  eta: 0:10:24  tlr: 8.2e-05  tnm: 0.41  Lm: 6.021 (6.021)  Lt: 5.429 (5.429)  Accm: 3.91 (3.91)  Acct: 5.97 (5.97)  time: 0.3743  data: 0.0004
[11-17 14:55:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [   0/1669]  eta: 0:10:25  tlr: 8.2e-05  tnm: 0.41  Lm: 5.848 (5.848)  Lt: 5.177 (5.177)  Accm: 4.57 (4.57)  Acct: 7.01 (7.01)  time: 0.3747  data: 0.0004
[11-17 14:55:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [   0/1669]  eta: 0:10:25  tlr: 8.2e-05  tnm: 0.41  Lm: 5.982 (5.982)  Lt: 5.344 (5.344)  Accm: 4.06 (4.06)  Acct: 5.99 (5.99)  time: 0.3746  data: 0.0004
[11-17 14:58:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [ 417/1669]  eta: 0:09:10  tlr: 8.2e-05  tnm: 0.39  Lm: 5.915 (5.915)  Lt: 5.264 (5.264)  Accm: 4.31 (4.31)  Acct: 6.50 (6.50)  time: 0.4508  data: 0.0003
[11-17 14:58:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [ 417/1669]  eta: 0:09:10  tlr: 8.2e-05  tnm: 0.39  Lm: 5.898 (5.898)  Lt: 5.249 (5.249)  Accm: 4.32 (4.32)  Acct: 6.50 (6.50)  time: 0.4508  data: 0.0002
[11-17 14:58:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [ 417/1669]  eta: 0:09:10  tlr: 8.2e-05  tnm: 0.39  Lm: 6.003 (6.003)  Lt: 5.376 (5.376)  Accm: 3.89 (3.89)  Acct: 5.93 (5.93)  time: 0.4508  data: 0.0002
[11-17 14:58:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [ 417/1669]  eta: 0:09:10  tlr: 8.2e-05  tnm: 0.39  Lm: 5.877 (5.877)  Lt: 5.216 (5.216)  Accm: 4.58 (4.58)  Acct: 7.16 (7.16)  time: 0.4508  data: 0.0002
[11-17 15:01:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [ 834/1669]  eta: 0:06:00  tlr: 8.1e-05  tnm: 0.38  Lm: 5.904 (5.893)  Lt: 5.252 (5.240)  Accm: 4.55 (4.39)  Acct: 7.02 (6.85)  time: 0.4555  data: 0.0002
[11-17 15:01:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [ 834/1669]  eta: 0:06:00  tlr: 8.1e-05  tnm: 0.38  Lm: 5.988 (5.998)  Lt: 5.364 (5.372)  Accm: 3.88 (3.81)  Acct: 5.89 (5.69)  time: 0.4555  data: 0.0002
[11-17 15:01:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [ 834/1669]  eta: 0:06:00  tlr: 8.1e-05  tnm: 0.38  Lm: 5.932 (5.909)  Lt: 5.267 (5.255)  Accm: 4.14 (4.26)  Acct: 6.39 (6.46)  time: 0.4555  data: 0.0002
[11-17 15:01:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [ 834/1669]  eta: 0:06:00  tlr: 8.1e-05  tnm: 0.38  Lm: 5.982 (5.937)  Lt: 5.344 (5.310)  Accm: 4.06 (4.12)  Acct: 5.99 (6.12)  time: 0.4554  data: 0.0002
[11-17 15:04:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [1251/1669]  eta: 0:03:00  tlr: 8.1e-05  tnm: 0.41  Lm: 5.948 (5.931)  Lt: 5.298 (5.295)  Accm: 4.21 (4.17)  Acct: 6.45 (6.32)  time: 0.4105  data: 0.0003
[11-17 15:04:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [1251/1669]  eta: 0:03:00  tlr: 8.1e-05  tnm: 0.41  Lm: 5.991 (5.997)  Lt: 5.362 (5.369)  Accm: 3.89 (3.90)  Acct: 5.93 (5.88)  time: 0.4105  data: 0.0002
[11-17 15:04:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [1251/1669]  eta: 0:03:00  tlr: 8.1e-05  tnm: 0.41  Lm: 5.914 (5.920)  Lt: 5.270 (5.281)  Accm: 4.28 (4.17)  Acct: 6.63 (6.45)  time: 0.4105  data: 0.0002
[11-17 15:04:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [1251/1669]  eta: 0:03:00  tlr: 8.1e-05  tnm: 0.41  Lm: 5.940 (5.944)  Lt: 5.294 (5.295)  Accm: 4.10 (4.12)  Acct: 6.19 (6.27)  time: 0.4105  data: 0.0002
[11-17 15:07:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [1668/1669]  eta: 0:00:00  tlr: 8.1e-05  tnm: 0.41  Lm: 5.932 (5.923)  Lt: 5.267 (5.289)  Accm: 4.14 (4.16)  Acct: 6.34 (6.28)  time: 0.4079  data: 0.0018
[11-17 15:07:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 174/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 15:07:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [1668/1669]  eta: 0:00:00  tlr: 8.1e-05  tnm: 0.41  Lm: 5.988 (5.968)  Lt: 5.361 (5.337)  Accm: 3.91 (3.98)  Acct: 5.97 (6.04)  time: 0.4079  data: 0.0017
[11-17 15:07:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [1668/1669]  eta: 0:00:00  tlr: 8.1e-05  tnm: 0.41  Lm: 5.924 (5.924)  Lt: 5.287 (5.284)  Accm: 4.01 (4.12)  Acct: 6.23 (6.37)  time: 0.4079  data: 0.0016
[11-17 15:07:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 174/350]  [1668/1669]  eta: 0:00:00  tlr: 8.1e-05  tnm: 0.41  Lm: 5.936 (5.932)  Lt: 5.326 (5.301)  Accm: 4.09 (4.16)  Acct: 6.28 (6.31)  time: 0.4079  data: 0.0018
[11-17 15:07:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 174/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 15:07:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 174/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 15:07:41] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 174/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 15:07:41] (/home/user/VAR/train.py , line 276)=>      [ep174]  (training )  Lm: 5.880 (5.893), Lt: 5.237 (5.248),  Acc m&t: 4.32 6.58,  Remain: 1 day, 9:43:39,  Finish: 2024-11-18 08:51
[11-17 15:07:41] (/home/user/VAR/train.py , line 276)=>      [ep174]  (training )  Lm: 5.880 (5.893), Lt: 5.237 (5.248),  Acc m&t: 4.32 6.58,  Remain: 1 day, 9:43:30,  Finish: 2024-11-18 08:51
[11-17 15:07:41] (/home/user/VAR/train.py , line 276)=>      [ep174]  (training )  Lm: 5.880 (5.893), Lt: 5.237 (5.248),  Acc m&t: 4.32 6.58,  Remain: 1 day, 9:44:02,  Finish: 2024-11-18 08:51
[11-17 15:07:41] (/home/user/VAR/train.py , line 276)=>      [ep174]  (training )  Lm: 5.880 (5.893), Lt: 5.237 (5.248),  Acc m&t: 4.32 6.58,  Remain: 1 day, 9:44:01,  Finish: 2024-11-18 08:51
[11-17 15:07:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [   0/1669]  eta: 0:10:15  tlr: 8.1e-05  tnm: 0.46  Lm: 5.996 (5.996)  Lt: 5.363 (5.363)  Accm: 3.67 (3.67)  Acct: 5.61 (5.61)  time: 0.3690  data: 0.0004
[11-17 15:07:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [   0/1669]  eta: 0:10:15  tlr: 8.1e-05  tnm: 0.46  Lm: 5.881 (5.881)  Lt: 5.257 (5.257)  Accm: 4.44 (4.44)  Acct: 6.78 (6.78)  time: 0.3688  data: 0.0004
[11-17 15:07:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [   0/1669]  eta: 0:10:17  tlr: 8.1e-05  tnm: 0.46  Lm: 5.996 (5.996)  Lt: 5.330 (5.330)  Accm: 4.04 (4.04)  Acct: 6.44 (6.44)  time: 0.3697  data: 0.0004
[11-17 15:07:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [   0/1669]  eta: 0:10:17  tlr: 8.1e-05  tnm: 0.46  Lm: 5.914 (5.914)  Lt: 5.298 (5.298)  Accm: 3.88 (3.88)  Acct: 5.80 (5.80)  time: 0.3699  data: 0.0004
[11-17 15:10:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [ 417/1669]  eta: 0:09:04  tlr: 8.1e-05  tnm: 0.40  Lm: 5.884 (5.884)  Lt: 5.248 (5.248)  Accm: 4.28 (4.28)  Acct: 6.47 (6.47)  time: 0.4527  data: 0.0002
[11-17 15:10:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [ 417/1669]  eta: 0:09:04  tlr: 8.1e-05  tnm: 0.40  Lm: 5.984 (5.984)  Lt: 5.335 (5.335)  Accm: 4.03 (4.03)  Acct: 6.24 (6.24)  time: 0.4527  data: 0.0003
[11-17 15:10:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [ 417/1669]  eta: 0:09:04  tlr: 8.1e-05  tnm: 0.40  Lm: 5.971 (5.971)  Lt: 5.350 (5.350)  Accm: 3.82 (3.82)  Acct: 5.76 (5.76)  time: 0.4527  data: 0.0002
[11-17 15:10:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [ 417/1669]  eta: 0:09:04  tlr: 8.1e-05  tnm: 0.40  Lm: 5.947 (5.947)  Lt: 5.332 (5.332)  Accm: 4.13 (4.13)  Acct: 6.40 (6.40)  time: 0.4527  data: 0.0002
[11-17 15:13:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [ 834/1669]  eta: 0:05:57  tlr: 8.1e-05  tnm: 0.41  Lm: 5.918 (5.937)  Lt: 5.289 (5.318)  Accm: 4.25 (4.17)  Acct: 6.53 (6.45)  time: 0.4138  data: 0.0002
[11-17 15:13:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [ 834/1669]  eta: 0:05:57  tlr: 8.1e-05  tnm: 0.41  Lm: 5.973 (5.941)  Lt: 5.330 (5.320)  Accm: 4.04 (4.26)  Acct: 6.44 (6.40)  time: 0.4138  data: 0.0002
[11-17 15:13:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [ 834/1669]  eta: 0:05:57  tlr: 8.1e-05  tnm: 0.41  Lm: 5.880 (5.883)  Lt: 5.270 (5.255)  Accm: 4.16 (4.24)  Acct: 6.28 (6.40)  time: 0.4138  data: 0.0002
[11-17 15:13:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [ 834/1669]  eta: 0:05:57  tlr: 8.1e-05  tnm: 0.41  Lm: 5.947 (5.902)  Lt: 5.336 (5.265)  Accm: 3.96 (4.10)  Acct: 5.91 (6.26)  time: 0.4138  data: 0.0002
[11-17 15:16:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [1251/1669]  eta: 0:02:59  tlr: 8.1e-05  tnm: 0.42  Lm: 5.917 (5.898)  Lt: 5.295 (5.262)  Accm: 4.08 (4.13)  Acct: 6.18 (6.31)  time: 0.4564  data: 0.0002
[11-17 15:16:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [1251/1669]  eta: 0:02:59  tlr: 8.1e-05  tnm: 0.42  Lm: 5.945 (5.935)  Lt: 5.313 (5.314)  Accm: 4.03 (4.19)  Acct: 6.28 (6.33)  time: 0.4563  data: 0.0002
[11-17 15:16:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [1251/1669]  eta: 0:02:59  tlr: 8.1e-05  tnm: 0.42  Lm: 5.897 (5.892)  Lt: 5.279 (5.264)  Accm: 4.24 (4.26)  Acct: 6.18 (6.32)  time: 0.4563  data: 0.0002
[11-17 15:16:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [1251/1669]  eta: 0:02:59  tlr: 8.1e-05  tnm: 0.42  Lm: 5.899 (5.901)  Lt: 5.273 (5.275)  Accm: 4.35 (4.29)  Acct: 6.65 (6.59)  time: 0.4564  data: 0.0002
[11-17 15:19:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [1668/1669]  eta: 0:00:00  tlr: 8.1e-05  tnm: 0.39  Lm: 5.881 (5.867)  Lt: 5.257 (5.231)  Accm: 4.44 (4.40)  Acct: 6.78 (6.72)  time: 0.4098  data: 0.0021
[11-17 15:19:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 175/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 15:19:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [1668/1669]  eta: 0:00:00  tlr: 8.1e-05  tnm: 0.39  Lm: 5.888 (5.890)  Lt: 5.254 (5.249)  Accm: 4.20 (4.19)  Acct: 6.46 (6.40)  time: 0.4098  data: 0.0014
[11-17 15:19:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [1668/1669]  eta: 0:00:00  tlr: 8.1e-05  tnm: 0.39  Lm: 5.946 (5.937)  Lt: 5.330 (5.322)  Accm: 4.03 (4.15)  Acct: 6.11 (6.25)  time: 0.4098  data: 0.0015
[11-17 15:19:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 175/350]  [1668/1669]  eta: 0:00:00  tlr: 8.1e-05  tnm: 0.39  Lm: 5.880 (5.874)  Lt: 5.270 (5.235)  Accm: 4.31 (4.34)  Acct: 6.28 (6.52)  time: 0.4098  data: 0.0019
[11-17 15:19:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 175/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 15:19:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 175/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 15:19:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 175/350]   Total time:      0:11:53   (0.427 s / it)
[11-17 15:19:34] (/home/user/VAR/train.py , line 276)=>      [ep175]  (training )  Lm: 5.880 (5.880), Lt: 5.235 (5.235),  Acc m&t: 4.32 6.58,  Remain: 1 day, 9:29:51,  Finish: 2024-11-18 08:49
[11-17 15:19:34] (/home/user/VAR/train.py , line 276)=>      [ep175]  (training )  Lm: 5.880 (5.880), Lt: 5.235 (5.235),  Acc m&t: 4.32 6.58,  Remain: 1 day, 9:30:00,  Finish: 2024-11-18 08:49
[11-17 15:19:34] (/home/user/VAR/train.py , line 276)=>      [ep175]  (training )  Lm: 5.880 (5.880), Lt: 5.235 (5.235),  Acc m&t: 4.32 6.58,  Remain: 1 day, 9:29:37,  Finish: 2024-11-18 08:49
[11-17 15:19:34] (/home/user/VAR/train.py , line 276)=>      [ep175]  (training )  Lm: 5.880 (5.880), Lt: 5.235 (5.235),  Acc m&t: 4.32 6.58,  Remain: 1 day, 9:29:59,  Finish: 2024-11-18 08:49
[11-17 15:19:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [   0/1669]  eta: 0:11:11  tlr: 8.1e-05  tnm: 0.39  Lm: 6.022 (6.022)  Lt: 5.450 (5.450)  Accm: 3.55 (3.55)  Acct: 5.06 (5.06)  time: 0.4023  data: 0.0003
[11-17 15:19:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [   0/1669]  eta: 0:11:10  tlr: 8.1e-05  tnm: 0.39  Lm: 5.809 (5.809)  Lt: 5.182 (5.182)  Accm: 4.48 (4.48)  Acct: 7.01 (7.01)  time: 0.4018  data: 0.0004
[11-17 15:19:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [   0/1669]  eta: 0:11:11  tlr: 8.1e-05  tnm: 0.39  Lm: 5.813 (5.813)  Lt: 5.088 (5.088)  Accm: 4.69 (4.69)  Acct: 7.37 (7.37)  time: 0.4024  data: 0.0003
[11-17 15:19:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [   0/1669]  eta: 0:11:11  tlr: 8.1e-05  tnm: 0.39  Lm: 5.872 (5.872)  Lt: 5.228 (5.228)  Accm: 4.31 (4.31)  Acct: 6.59 (6.59)  time: 0.4025  data: 0.0004
[11-17 15:22:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [ 417/1669]  eta: 0:09:01  tlr: 8.1e-05  tnm: 0.41  Lm: 5.918 (5.918)  Lt: 5.259 (5.259)  Accm: 4.07 (4.07)  Acct: 6.33 (6.33)  time: 0.5353  data: 0.0002
[11-17 15:22:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [ 417/1669]  eta: 0:09:01  tlr: 8.1e-05  tnm: 0.41  Lm: 5.956 (5.956)  Lt: 5.318 (5.318)  Accm: 3.98 (3.98)  Acct: 5.97 (5.97)  time: 0.5353  data: 0.0002
[11-17 15:22:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [ 417/1669]  eta: 0:09:01  tlr: 8.1e-05  tnm: 0.41  Lm: 5.823 (5.823)  Lt: 5.138 (5.138)  Accm: 4.51 (4.51)  Acct: 7.06 (7.06)  time: 0.5353  data: 0.0002
[11-17 15:22:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [ 417/1669]  eta: 0:09:01  tlr: 8.1e-05  tnm: 0.41  Lm: 5.804 (5.804)  Lt: 5.155 (5.155)  Accm: 4.65 (4.65)  Acct: 7.28 (7.28)  time: 0.5353  data: 0.0003
[11-17 15:25:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [ 834/1669]  eta: 0:05:56  tlr: 8.1e-05  tnm: 0.42  Lm: 5.809 (5.840)  Lt: 5.182 (5.191)  Accm: 4.48 (4.55)  Acct: 7.01 (7.08)  time: 0.4081  data: 0.0002
[11-17 15:25:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [ 834/1669]  eta: 0:05:56  tlr: 8.1e-05  tnm: 0.42  Lm: 5.872 (5.875)  Lt: 5.228 (5.195)  Accm: 4.20 (4.11)  Acct: 6.53 (6.39)  time: 0.4081  data: 0.0002
[11-17 15:25:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [ 834/1669]  eta: 0:05:56  tlr: 8.1e-05  tnm: 0.42  Lm: 5.971 (5.961)  Lt: 5.351 (5.329)  Accm: 3.96 (3.97)  Acct: 6.20 (6.05)  time: 0.4081  data: 0.0002
[11-17 15:25:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [ 834/1669]  eta: 0:05:56  tlr: 8.1e-05  tnm: 0.42  Lm: 5.833 (5.845)  Lt: 5.187 (5.167)  Accm: 4.33 (4.43)  Acct: 6.82 (6.98)  time: 0.4081  data: 0.0002
[11-17 15:28:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [1251/1669]  eta: 0:02:59  tlr: 8e-05  tnm: 0.41  Lm: 5.832 (5.841)  Lt: 5.178 (5.167)  Accm: 4.30 (4.39)  Acct: 6.78 (6.83)  time: 0.4519  data: 0.0002
[11-17 15:28:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [1251/1669]  eta: 0:02:59  tlr: 8e-05  tnm: 0.41  Lm: 5.834 (5.855)  Lt: 5.195 (5.187)  Accm: 4.25 (4.33)  Acct: 6.56 (6.58)  time: 0.4519  data: 0.0002
[11-17 15:28:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [1251/1669]  eta: 0:02:59  tlr: 8e-05  tnm: 0.41  Lm: 5.962 (5.959)  Lt: 5.337 (5.328)  Accm: 3.96 (3.97)  Acct: 6.07 (6.02)  time: 0.4519  data: 0.0002
[11-17 15:28:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [1251/1669]  eta: 0:02:59  tlr: 8e-05  tnm: 0.41  Lm: 5.860 (5.860)  Lt: 5.215 (5.205)  Accm: 4.41 (4.49)  Acct: 6.84 (6.92)  time: 0.4519  data: 0.0002
[11-17 15:31:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [1668/1669]  eta: 0:00:00  tlr: 8e-05  tnm: 0.43  Lm: 5.809 (5.846)  Lt: 5.182 (5.186)  Accm: 4.38 (4.47)  Acct: 6.68 (6.87)  time: 0.4127  data: 0.0015
[11-17 15:31:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 176/350]   Total time:      0:11:55   (0.428 s / it)
[11-17 15:31:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [1668/1669]  eta: 0:00:00  tlr: 8e-05  tnm: 0.43  Lm: 5.833 (5.851)  Lt: 5.187 (5.191)  Accm: 4.27 (4.36)  Acct: 6.75 (6.71)  time: 0.4127  data: 0.0017
[11-17 15:31:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [1668/1669]  eta: 0:00:00  tlr: 8e-05  tnm: 0.43  Lm: 5.872 (5.884)  Lt: 5.228 (5.224)  Accm: 4.20 (4.18)  Acct: 6.53 (6.42)  time: 0.4127  data: 0.0015
[11-17 15:31:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 176/350]  [1668/1669]  eta: 0:00:00  tlr: 8e-05  tnm: 0.43  Lm: 5.953 (5.931)  Lt: 5.323 (5.311)  Accm: 3.96 (4.07)  Acct: 6.20 (6.13)  time: 0.4127  data: 0.0014
[11-17 15:31:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 176/350]   Total time:      0:11:55   (0.428 s / it)
[11-17 15:31:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 176/350]   Total time:      0:11:55   (0.428 s / it)
[11-17 15:31:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 176/350]   Total time:      0:11:55   (0.428 s / it)
[11-17 15:31:29] (/home/user/VAR/train.py , line 276)=>      [ep176]  (training )  Lm: 5.874 (5.874), Lt: 5.227 (5.227),  Acc m&t: 4.32 6.59,  Remain: 1 day, 9:33:06,  Finish: 2024-11-18 09:04
[11-17 15:31:29] (/home/user/VAR/train.py , line 276)=>      [ep176]  (training )  Lm: 5.874 (5.874), Lt: 5.227 (5.227),  Acc m&t: 4.32 6.59,  Remain: 1 day, 9:33:09,  Finish: 2024-11-18 09:04
[11-17 15:31:29] (/home/user/VAR/train.py , line 276)=>      [ep176]  (training )  Lm: 5.874 (5.874), Lt: 5.227 (5.227),  Acc m&t: 4.32 6.59,  Remain: 1 day, 9:32:40,  Finish: 2024-11-18 09:04
[11-17 15:31:29] (/home/user/VAR/train.py , line 276)=>      [ep176]  (training )  Lm: 5.874 (5.874), Lt: 5.227 (5.227),  Acc m&t: 4.32 6.59,  Remain: 1 day, 9:32:35,  Finish: 2024-11-18 09:04
[11-17 15:31:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [   0/1669]  eta: 0:11:09  tlr: 8e-05  tnm: 0.38  Lm: 5.875 (5.875)  Lt: 5.245 (5.245)  Accm: 4.52 (4.52)  Acct: 7.15 (7.15)  time: 0.4013  data: 0.0003
[11-17 15:31:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [   0/1669]  eta: 0:11:09  tlr: 8e-05  tnm: 0.38  Lm: 5.988 (5.988)  Lt: 5.356 (5.356)  Accm: 3.90 (3.90)  Acct: 5.96 (5.96)  time: 0.4013  data: 0.0004
[11-17 15:31:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [   0/1669]  eta: 0:11:09  tlr: 8e-05  tnm: 0.38  Lm: 5.892 (5.892)  Lt: 5.238 (5.238)  Accm: 4.30 (4.30)  Acct: 6.28 (6.28)  time: 0.4014  data: 0.0004
[11-17 15:31:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [   0/1669]  eta: 0:11:20  tlr: 8e-05  tnm: 0.38  Lm: 5.927 (5.927)  Lt: 5.276 (5.276)  Accm: 4.43 (4.43)  Acct: 6.66 (6.66)  time: 0.4075  data: 0.0004
[11-17 15:34:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [ 417/1669]  eta: 0:09:01  tlr: 8e-05  tnm: 0.47  Lm: 5.873 (5.873)  Lt: 5.239 (5.239)  Accm: 4.58 (4.58)  Acct: 6.97 (6.97)  time: 0.4823  data: 0.0002
[11-17 15:34:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [ 417/1669]  eta: 0:09:01  tlr: 8e-05  tnm: 0.47  Lm: 5.882 (5.882)  Lt: 5.230 (5.230)  Accm: 4.24 (4.24)  Acct: 6.32 (6.32)  time: 0.4823  data: 0.0002
[11-17 15:34:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [ 417/1669]  eta: 0:09:01  tlr: 8e-05  tnm: 0.47  Lm: 5.944 (5.944)  Lt: 5.313 (5.313)  Accm: 3.90 (3.90)  Acct: 6.05 (6.05)  time: 0.4824  data: 0.0002
[11-17 15:34:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [ 417/1669]  eta: 0:09:01  tlr: 8e-05  tnm: 0.47  Lm: 5.897 (5.897)  Lt: 5.260 (5.260)  Accm: 4.24 (4.24)  Acct: 6.71 (6.71)  time: 0.4823  data: 0.0003
[11-17 15:37:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [ 834/1669]  eta: 0:05:59  tlr: 8e-05  tnm: 0.42  Lm: 5.920 (5.916)  Lt: 5.275 (5.287)  Accm: 3.97 (4.14)  Acct: 6.28 (6.47)  time: 0.4532  data: 0.0002
[11-17 15:37:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [ 834/1669]  eta: 0:05:59  tlr: 8e-05  tnm: 0.42  Lm: 5.901 (5.915)  Lt: 5.269 (5.274)  Accm: 3.90 (4.03)  Acct: 6.15 (6.20)  time: 0.4532  data: 0.0002
[11-17 15:37:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [ 834/1669]  eta: 0:05:59  tlr: 8e-05  tnm: 0.42  Lm: 5.820 (5.851)  Lt: 5.203 (5.218)  Accm: 4.43 (4.48)  Acct: 6.66 (6.76)  time: 0.4532  data: 0.0002
[11-17 15:37:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [ 834/1669]  eta: 0:05:59  tlr: 8e-05  tnm: 0.42  Lm: 5.892 (5.946)  Lt: 5.238 (5.293)  Accm: 4.18 (4.05)  Acct: 6.28 (6.09)  time: 0.4532  data: 0.0002
[11-17 15:40:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [1251/1669]  eta: 0:03:00  tlr: 8e-05  tnm: 0.44  Lm: 5.882 (5.918)  Lt: 5.230 (5.267)  Accm: 4.24 (4.16)  Acct: 6.32 (6.31)  time: 0.4046  data: 0.0002
[11-17 15:40:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [1251/1669]  eta: 0:03:00  tlr: 8e-05  tnm: 0.44  Lm: 5.897 (5.887)  Lt: 5.260 (5.259)  Accm: 4.24 (4.30)  Acct: 6.71 (6.73)  time: 0.4046  data: 0.0003
[11-17 15:40:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [1251/1669]  eta: 0:03:00  tlr: 8e-05  tnm: 0.44  Lm: 5.866 (5.866)  Lt: 5.239 (5.234)  Accm: 4.35 (4.37)  Acct: 6.52 (6.66)  time: 0.4046  data: 0.0003
[11-17 15:40:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [1251/1669]  eta: 0:03:00  tlr: 8e-05  tnm: 0.44  Lm: 5.878 (5.888)  Lt: 5.233 (5.238)  Accm: 4.09 (4.21)  Acct: 6.32 (6.50)  time: 0.4046  data: 0.0002
[11-17 15:43:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [1668/1669]  eta: 0:00:00  tlr: 8e-05  tnm: 0.39  Lm: 5.901 (5.915)  Lt: 5.269 (5.269)  Accm: 3.90 (4.13)  Acct: 6.15 (6.39)  time: 0.4088  data: 0.0031
[11-17 15:43:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 177/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 15:43:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [1668/1669]  eta: 0:00:00  tlr: 8e-05  tnm: 0.39  Lm: 5.873 (5.900)  Lt: 5.222 (5.252)  Accm: 4.30 (4.21)  Acct: 6.35 (6.36)  time: 0.4088  data: 0.0021
[11-17 15:43:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [1668/1669]  eta: 0:00:00  tlr: 8e-05  tnm: 0.39  Lm: 5.913 (5.883)  Lt: 5.276 (5.249)  Accm: 4.26 (4.31)  Acct: 6.37 (6.53)  time: 0.4088  data: 0.0017
[11-17 15:43:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 177/350]  [1668/1669]  eta: 0:00:00  tlr: 8e-05  tnm: 0.39  Lm: 5.875 (5.859)  Lt: 5.245 (5.231)  Accm: 4.52 (4.45)  Acct: 7.15 (6.90)  time: 0.4088  data: 0.0017
[11-17 15:43:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 177/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 15:43:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 177/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 15:43:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 177/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 15:43:27] (/home/user/VAR/train.py , line 276)=>      [ep177]  (training )  Lm: 5.874 (5.896), Lt: 5.227 (5.254),  Acc m&t: 4.32 6.59,  Remain: 1 day, 9:13:05,  Finish: 2024-11-18 08:56
[11-17 15:43:27] (/home/user/VAR/train.py , line 276)=>      [ep177]  (training )  Lm: 5.874 (5.896), Lt: 5.227 (5.254),  Acc m&t: 4.32 6.59,  Remain: 1 day, 9:12:09,  Finish: 2024-11-18 08:55
[11-17 15:43:27] (/home/user/VAR/train.py , line 276)=>      [ep177]  (training )  Lm: 5.874 (5.896), Lt: 5.227 (5.254),  Acc m&t: 4.32 6.59,  Remain: 1 day, 9:13:38,  Finish: 2024-11-18 08:57
[11-17 15:43:27] (/home/user/VAR/train.py , line 276)=>      [ep177]  (training )  Lm: 5.874 (5.896), Lt: 5.227 (5.254),  Acc m&t: 4.32 6.59,  Remain: 1 day, 9:12:52,  Finish: 2024-11-18 08:56
[11-17 15:43:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [   0/1669]  eta: 0:11:39  tlr: 8e-05  tnm: 0.40  Lm: 6.061 (6.061)  Lt: 5.442 (5.442)  Accm: 3.53 (3.53)  Acct: 5.35 (5.35)  time: 0.4191  data: 0.0004
[11-17 15:43:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [   0/1669]  eta: 0:11:31  tlr: 8e-05  tnm: 0.40  Lm: 5.846 (5.846)  Lt: 5.198 (5.198)  Accm: 4.55 (4.55)  Acct: 6.54 (6.54)  time: 0.4142  data: 0.0004
[11-17 15:43:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [   0/1669]  eta: 0:11:36  tlr: 8e-05  tnm: 0.40  Lm: 5.924 (5.924)  Lt: 5.254 (5.254)  Accm: 4.24 (4.24)  Acct: 6.23 (6.23)  time: 0.4175  data: 0.0004
[11-17 15:43:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [   0/1669]  eta: 0:11:30  tlr: 8e-05  tnm: 0.40  Lm: 5.846 (5.846)  Lt: 5.184 (5.184)  Accm: 4.55 (4.55)  Acct: 6.96 (6.96)  time: 0.4137  data: 0.0004
[11-17 15:46:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [ 417/1669]  eta: 0:08:51  tlr: 8e-05  tnm: 0.40  Lm: 5.866 (5.866)  Lt: 5.227 (5.227)  Accm: 4.39 (4.39)  Acct: 6.70 (6.70)  time: 0.4530  data: 0.0002
[11-17 15:46:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [ 417/1669]  eta: 0:08:51  tlr: 8e-05  tnm: 0.40  Lm: 6.023 (6.023)  Lt: 5.384 (5.384)  Accm: 3.59 (3.59)  Acct: 5.50 (5.50)  time: 0.4530  data: 0.0002
[11-17 15:46:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [ 417/1669]  eta: 0:08:51  tlr: 8e-05  tnm: 0.40  Lm: 5.823 (5.823)  Lt: 5.169 (5.169)  Accm: 4.39 (4.39)  Acct: 6.54 (6.54)  time: 0.4530  data: 0.0002
[11-17 15:46:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [ 417/1669]  eta: 0:08:51  tlr: 8e-05  tnm: 0.40  Lm: 5.795 (5.795)  Lt: 5.150 (5.150)  Accm: 4.92 (4.92)  Acct: 7.33 (7.33)  time: 0.4530  data: 0.0002
[11-17 15:49:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [ 834/1669]  eta: 0:05:55  tlr: 8e-05  tnm: 0.42  Lm: 5.776 (5.789)  Lt: 5.154 (5.151)  Accm: 4.84 (4.89)  Acct: 7.08 (7.25)  time: 0.5033  data: 0.0002
[11-17 15:49:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [ 834/1669]  eta: 0:05:55  tlr: 8e-05  tnm: 0.42  Lm: 5.846 (5.852)  Lt: 5.184 (5.201)  Accm: 4.55 (4.44)  Acct: 6.96 (6.80)  time: 0.5033  data: 0.0002
[11-17 15:49:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [ 834/1669]  eta: 0:05:55  tlr: 8e-05  tnm: 0.42  Lm: 5.984 (5.958)  Lt: 5.325 (5.309)  Accm: 3.66 (3.86)  Acct: 5.65 (5.91)  time: 0.5033  data: 0.0003
[11-17 15:49:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [ 834/1669]  eta: 0:05:55  tlr: 8e-05  tnm: 0.42  Lm: 5.924 (5.875)  Lt: 5.254 (5.223)  Accm: 4.24 (4.28)  Acct: 6.32 (6.47)  time: 0.5033  data: 0.0002
[11-17 15:52:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [1251/1669]  eta: 0:02:57  tlr: 8e-05  tnm: 0.42  Lm: 5.893 (5.871)  Lt: 5.235 (5.221)  Accm: 4.25 (4.28)  Acct: 6.39 (6.47)  time: 0.4100  data: 0.0002
[11-17 15:52:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [1251/1669]  eta: 0:02:57  tlr: 8e-05  tnm: 0.42  Lm: 5.944 (5.944)  Lt: 5.303 (5.302)  Accm: 4.02 (3.99)  Acct: 6.18 (6.11)  time: 0.4100  data: 0.0002
[11-17 15:52:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [1251/1669]  eta: 0:02:57  tlr: 8e-05  tnm: 0.42  Lm: 5.787 (5.791)  Lt: 5.133 (5.141)  Accm: 4.79 (4.86)  Acct: 7.15 (7.24)  time: 0.4100  data: 0.0002
[11-17 15:52:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [1251/1669]  eta: 0:02:57  tlr: 8e-05  tnm: 0.42  Lm: 5.866 (5.871)  Lt: 5.227 (5.224)  Accm: 4.38 (4.31)  Acct: 6.70 (6.66)  time: 0.4100  data: 0.0002
[11-17 15:55:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [1668/1669]  eta: 0:00:00  tlr: 7.9e-05  tnm: 0.40  Lm: 5.885 (5.874)  Lt: 5.224 (5.224)  Accm: 4.34 (4.32)  Acct: 6.44 (6.60)  time: 0.4098  data: 0.0016
[11-17 15:55:18] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 178/350]   Total time:      0:11:50   (0.426 s / it)
[11-17 15:55:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [1668/1669]  eta: 0:00:00  tlr: 7.9e-05  tnm: 0.40  Lm: 5.924 (5.904)  Lt: 5.254 (5.258)  Accm: 4.24 (4.13)  Acct: 6.32 (6.25)  time: 0.4098  data: 0.0018
[11-17 15:55:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [1668/1669]  eta: 0:00:00  tlr: 7.9e-05  tnm: 0.40  Lm: 5.798 (5.824)  Lt: 5.154 (5.176)  Accm: 4.74 (4.66)  Acct: 7.08 (7.02)  time: 0.4098  data: 0.0023
[11-17 15:55:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 178/350]  [1668/1669]  eta: 0:00:00  tlr: 7.9e-05  tnm: 0.40  Lm: 5.925 (5.941)  Lt: 5.280 (5.297)  Accm: 3.94 (3.98)  Acct: 6.10 (6.11)  time: 0.4098  data: 0.0018
[11-17 15:55:18] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 178/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 15:55:18] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 178/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 15:55:18] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 178/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 15:55:18] (/home/user/VAR/train.py , line 276)=>      [ep178]  (training )  Lm: 5.874 (5.889), Lt: 5.227 (5.242),  Acc m&t: 4.32 6.59,  Remain: 1 day, 9:06:13,  Finish: 2024-11-18 09:01
[11-17 15:55:18] (/home/user/VAR/train.py , line 276)=>      [ep178]  (training )  Lm: 5.874 (5.889), Lt: 5.227 (5.242),  Acc m&t: 4.32 6.59,  Remain: 1 day, 9:06:02,  Finish: 2024-11-18 09:01
[11-17 15:55:18] (/home/user/VAR/train.py , line 276)=>      [ep178]  (training )  Lm: 5.874 (5.889), Lt: 5.227 (5.242),  Acc m&t: 4.32 6.59,  Remain: 1 day, 9:06:48,  Finish: 2024-11-18 09:02
[11-17 15:55:18] (/home/user/VAR/train.py , line 276)=>      [ep178]  (training )  Lm: 5.874 (5.889), Lt: 5.227 (5.242),  Acc m&t: 4.32 6.59,  Remain: 1 day, 9:06:59,  Finish: 2024-11-18 09:02
[11-17 15:55:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [   0/1669]  eta: 0:10:39  tlr: 7.9e-05  tnm: 0.39  Lm: 5.951 (5.951)  Lt: 5.374 (5.374)  Accm: 4.26 (4.26)  Acct: 6.15 (6.15)  time: 0.3832  data: 0.0003
[11-17 15:55:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [   0/1669]  eta: 0:10:39  tlr: 7.9e-05  tnm: 0.39  Lm: 5.844 (5.844)  Lt: 5.174 (5.174)  Accm: 5.00 (5.00)  Acct: 7.71 (7.71)  time: 0.3830  data: 0.0004
[11-17 15:55:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [   0/1669]  eta: 0:10:39  tlr: 7.9e-05  tnm: 0.39  Lm: 5.978 (5.978)  Lt: 5.339 (5.339)  Accm: 4.04 (4.04)  Acct: 6.23 (6.23)  time: 0.3834  data: 0.0004
[11-17 15:55:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [   0/1669]  eta: 0:10:40  tlr: 7.9e-05  tnm: 0.39  Lm: 5.860 (5.860)  Lt: 5.194 (5.194)  Accm: 4.52 (4.52)  Acct: 7.04 (7.04)  time: 0.3836  data: 0.0004
[11-17 15:58:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [ 417/1669]  eta: 0:09:04  tlr: 7.9e-05  tnm: 0.41  Lm: 5.851 (5.851)  Lt: 5.194 (5.194)  Accm: 4.46 (4.46)  Acct: 6.98 (6.98)  time: 0.4512  data: 0.0002
[11-17 15:58:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [ 417/1669]  eta: 0:09:04  tlr: 7.9e-05  tnm: 0.41  Lm: 5.916 (5.916)  Lt: 5.314 (5.314)  Accm: 4.28 (4.28)  Acct: 6.40 (6.40)  time: 0.4512  data: 0.0002
[11-17 15:58:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [ 417/1669]  eta: 0:09:04  tlr: 7.9e-05  tnm: 0.41  Lm: 5.896 (5.896)  Lt: 5.248 (5.248)  Accm: 4.51 (4.51)  Acct: 6.93 (6.93)  time: 0.4512  data: 0.0002
[11-17 15:58:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [ 417/1669]  eta: 0:09:04  tlr: 7.9e-05  tnm: 0.41  Lm: 5.932 (5.932)  Lt: 5.306 (5.306)  Accm: 4.14 (4.14)  Acct: 6.28 (6.28)  time: 0.4512  data: 0.0002
[11-17 16:01:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [ 834/1669]  eta: 0:06:01  tlr: 7.9e-05  tnm: 0.40  Lm: 5.886 (5.903)  Lt: 5.274 (5.270)  Accm: 4.11 (4.13)  Acct: 6.32 (6.33)  time: 0.4528  data: 0.0003
[11-17 16:01:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [ 834/1669]  eta: 0:06:01  tlr: 7.9e-05  tnm: 0.40  Lm: 5.844 (5.839)  Lt: 5.174 (5.191)  Accm: 5.00 (4.68)  Acct: 7.54 (7.13)  time: 0.4528  data: 0.0002
[11-17 16:01:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [ 834/1669]  eta: 0:06:01  tlr: 7.9e-05  tnm: 0.40  Lm: 5.860 (5.869)  Lt: 5.194 (5.204)  Accm: 4.40 (4.39)  Acct: 6.92 (6.85)  time: 0.4528  data: 0.0002
[11-17 16:01:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [ 834/1669]  eta: 0:06:01  tlr: 7.9e-05  tnm: 0.40  Lm: 5.939 (5.924)  Lt: 5.303 (5.310)  Accm: 4.26 (4.28)  Acct: 6.58 (6.46)  time: 0.4528  data: 0.0002
[11-17 16:04:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [1251/1669]  eta: 0:03:00  tlr: 7.9e-05  tnm: 0.40  Lm: 5.945 (5.939)  Lt: 5.310 (5.312)  Accm: 4.26 (4.18)  Acct: 6.36 (6.31)  time: 0.4576  data: 0.0003
[11-17 16:04:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [1251/1669]  eta: 0:03:00  tlr: 7.9e-05  tnm: 0.40  Lm: 5.849 (5.843)  Lt: 5.180 (5.190)  Accm: 4.63 (4.57)  Acct: 7.10 (7.02)  time: 0.4575  data: 0.0002
[11-17 16:04:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [1251/1669]  eta: 0:03:00  tlr: 7.9e-05  tnm: 0.40  Lm: 5.872 (5.892)  Lt: 5.254 (5.261)  Accm: 4.18 (4.23)  Acct: 6.38 (6.45)  time: 0.4575  data: 0.0002
[11-17 16:04:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [1251/1669]  eta: 0:03:00  tlr: 7.9e-05  tnm: 0.40  Lm: 5.875 (5.874)  Lt: 5.209 (5.224)  Accm: 4.32 (4.29)  Acct: 6.76 (6.69)  time: 0.4575  data: 0.0003
[11-17 16:07:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [1668/1669]  eta: 0:00:00  tlr: 7.9e-05  tnm: 0.42  Lm: 5.890 (5.884)  Lt: 5.208 (5.220)  Accm: 4.23 (4.25)  Acct: 6.59 (6.59)  time: 0.4126  data: 0.0018
[11-17 16:07:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 179/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 16:07:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [1668/1669]  eta: 0:00:00  tlr: 7.9e-05  tnm: 0.42  Lm: 5.858 (5.884)  Lt: 5.234 (5.245)  Accm: 4.25 (4.27)  Acct: 6.44 (6.48)  time: 0.4126  data: 0.0016
[11-17 16:07:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [1668/1669]  eta: 0:00:00  tlr: 7.9e-05  tnm: 0.42  Lm: 5.854 (5.853)  Lt: 5.187 (5.202)  Accm: 4.25 (4.47)  Acct: 6.66 (6.85)  time: 0.4126  data: 0.0016
[11-17 16:07:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 179/350]  [1668/1669]  eta: 0:00:00  tlr: 7.9e-05  tnm: 0.42  Lm: 5.939 (5.931)  Lt: 5.303 (5.294)  Accm: 4.26 (4.17)  Acct: 6.49 (6.35)  time: 0.4126  data: 0.0014
[11-17 16:07:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 179/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 16:07:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 179/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 16:07:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 179/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 16:09:28] (home/user/VAR/trainer.py, line 113)=> FID: 6.860239736480821
[11-17 16:09:28] (/home/user/VAR/train.py , line 259)=>  [*] [ep179]  (val 50000)  Lm: 5.8814, Lt: 5.2351, Acc m&t: 4.30 6.57,  Val cost: 131.08s
[11-17 16:09:28] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-17 16:09:40] (/home/user/VAR/train.py , line 276)=>      [ep179]  (training )  Lm: 5.874 (5.881), Lt: 5.227 (5.235),  Acc m&t: 4.32 6.59,  Remain: 1 day, 8:44:39,  Finish: 2024-11-18 08:51
[11-17 16:09:40] (/home/user/VAR/train.py , line 276)=>      [ep179]  (training )  Lm: 5.874 (5.881), Lt: 5.227 (5.235),  Acc m&t: 4.32 6.59,  Remain: 1 day, 8:44:46,  Finish: 2024-11-18 08:52
[11-17 16:09:40] (/home/user/VAR/train.py , line 276)=>      [ep179]  (training )  Lm: 5.874 (5.881), Lt: 5.227 (5.235),  Acc m&t: 4.32 6.59,  Remain: 1 day, 8:45:30,  Finish: 2024-11-18 08:52
[11-17 16:09:40] (/home/user/VAR/train.py , line 276)=>      [ep179]  (training )  Lm: 5.874 (5.881), Lt: 5.227 (5.235),  Acc m&t: 4.32 6.59,  Remain: 1 day, 8:45:16,  Finish: 2024-11-18 08:52
[11-17 16:09:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [   0/1669]  eta: 0:09:56  tlr: 7.9e-05  tnm: 0.43  Lm: 5.973 (5.973)  Lt: 5.311 (5.311)  Accm: 3.95 (3.95)  Acct: 6.01 (6.01)  time: 0.3571  data: 0.0004
[11-17 16:09:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [   0/1669]  eta: 0:09:56  tlr: 7.9e-05  tnm: 0.43  Lm: 5.927 (5.927)  Lt: 5.314 (5.314)  Accm: 3.90 (3.90)  Acct: 6.01 (6.01)  time: 0.3576  data: 0.0004
[11-17 16:09:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [   0/1669]  eta: 0:09:56  tlr: 7.9e-05  tnm: 0.43  Lm: 5.877 (5.877)  Lt: 5.249 (5.249)  Accm: 4.36 (4.36)  Acct: 6.44 (6.44)  time: 0.3576  data: 0.0004
[11-17 16:09:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [   0/1669]  eta: 0:09:56  tlr: 7.9e-05  tnm: 0.43  Lm: 5.855 (5.855)  Lt: 5.223 (5.223)  Accm: 4.76 (4.76)  Acct: 7.25 (7.25)  time: 0.3573  data: 0.0004
[11-17 16:12:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [ 417/1669]  eta: 0:09:02  tlr: 7.9e-05  tnm: 0.42  Lm: 5.878 (5.878)  Lt: 5.226 (5.226)  Accm: 4.55 (4.55)  Acct: 6.87 (6.87)  time: 0.4081  data: 0.0002
[11-17 16:12:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [ 417/1669]  eta: 0:09:02  tlr: 7.9e-05  tnm: 0.42  Lm: 5.877 (5.877)  Lt: 5.261 (5.261)  Accm: 4.21 (4.21)  Acct: 6.37 (6.37)  time: 0.4081  data: 0.0002
[11-17 16:12:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [ 417/1669]  eta: 0:09:02  tlr: 7.9e-05  tnm: 0.42  Lm: 5.880 (5.880)  Lt: 5.245 (5.245)  Accm: 4.14 (4.14)  Acct: 6.18 (6.18)  time: 0.4081  data: 0.0002
[11-17 16:12:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [ 417/1669]  eta: 0:09:02  tlr: 7.9e-05  tnm: 0.42  Lm: 5.909 (5.909)  Lt: 5.264 (5.264)  Accm: 4.05 (4.05)  Acct: 6.30 (6.30)  time: 0.4081  data: 0.0002
[11-17 16:15:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.9e-05  tnm: 0.40  Lm: 5.891 (5.885)  Lt: 5.214 (5.222)  Accm: 4.20 (4.25)  Acct: 6.59 (6.59)  time: 0.4059  data: 0.0002
[11-17 16:15:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.9e-05  tnm: 0.40  Lm: 5.877 (5.851)  Lt: 5.249 (5.222)  Accm: 4.21 (4.21)  Acct: 6.44 (6.56)  time: 0.4059  data: 0.0002
[11-17 16:15:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.9e-05  tnm: 0.40  Lm: 5.855 (5.819)  Lt: 5.223 (5.145)  Accm: 4.72 (4.61)  Acct: 7.25 (7.04)  time: 0.4060  data: 0.0002
[11-17 16:15:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.9e-05  tnm: 0.40  Lm: 5.973 (5.911)  Lt: 5.311 (5.286)  Accm: 4.01 (4.10)  Acct: 6.01 (6.00)  time: 0.4059  data: 0.0002
[11-17 16:18:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [1251/1669]  eta: 0:02:59  tlr: 7.9e-05  tnm: 0.43  Lm: 5.963 (5.922)  Lt: 5.339 (5.311)  Accm: 3.98 (4.06)  Acct: 5.93 (5.96)  time: 0.4511  data: 0.0002
[11-17 16:18:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [1251/1669]  eta: 0:02:59  tlr: 7.9e-05  tnm: 0.43  Lm: 5.878 (5.842)  Lt: 5.226 (5.181)  Accm: 4.53 (4.47)  Acct: 6.87 (6.83)  time: 0.4511  data: 0.0002
[11-17 16:18:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [1251/1669]  eta: 0:02:59  tlr: 7.9e-05  tnm: 0.43  Lm: 5.867 (5.874)  Lt: 5.213 (5.219)  Accm: 4.22 (4.25)  Acct: 6.31 (6.45)  time: 0.4511  data: 0.0002
[11-17 16:18:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [1251/1669]  eta: 0:02:59  tlr: 7.9e-05  tnm: 0.43  Lm: 5.877 (5.868)  Lt: 5.261 (5.242)  Accm: 4.20 (4.20)  Acct: 6.37 (6.49)  time: 0.4512  data: 0.0002
[11-17 16:21:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [1668/1669]  eta: 0:00:00  tlr: 7.9e-05  tnm: 0.41  Lm: 5.877 (5.874)  Lt: 5.249 (5.236)  Accm: 4.21 (4.22)  Acct: 6.44 (6.56)  time: 0.4149  data: 0.0014
[11-17 16:21:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 180/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 16:21:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [1668/1669]  eta: 0:00:00  tlr: 7.9e-05  tnm: 0.41  Lm: 5.952 (5.907)  Lt: 5.311 (5.291)  Accm: 4.01 (4.15)  Acct: 6.01 (6.11)  time: 0.4149  data: 0.0021
[11-17 16:21:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [1668/1669]  eta: 0:00:00  tlr: 7.9e-05  tnm: 0.41  Lm: 5.867 (5.873)  Lt: 5.214 (5.226)  Accm: 4.20 (4.24)  Acct: 6.32 (6.43)  time: 0.4149  data: 0.0024
[11-17 16:21:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 180/350]  [1668/1669]  eta: 0:00:00  tlr: 7.9e-05  tnm: 0.41  Lm: 5.881 (5.850)  Lt: 5.228 (5.193)  Accm: 4.38 (4.45)  Acct: 6.53 (6.77)  time: 0.4149  data: 0.0016
[11-17 16:21:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 180/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 16:21:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 180/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 16:21:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 180/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 16:21:32] (/home/user/VAR/train.py , line 276)=>      [ep180]  (training )  Lm: 5.874 (5.878), Lt: 5.227 (5.230),  Acc m&t: 4.32 6.61,  Remain: 1 day, 9:00:05,  Finish: 2024-11-18 09:21
[11-17 16:21:32] (/home/user/VAR/train.py , line 276)=>      [ep180]  (training )  Lm: 5.874 (5.878), Lt: 5.227 (5.230),  Acc m&t: 4.32 6.61,  Remain: 1 day, 9:00:22,  Finish: 2024-11-18 09:21
[11-17 16:21:32] (/home/user/VAR/train.py , line 276)=>      [ep180]  (training )  Lm: 5.874 (5.878), Lt: 5.227 (5.230),  Acc m&t: 4.32 6.61,  Remain: 1 day, 8:59:44,  Finish: 2024-11-18 09:21
[11-17 16:21:32] (/home/user/VAR/train.py , line 276)=>      [ep180]  (training )  Lm: 5.874 (5.878), Lt: 5.227 (5.230),  Acc m&t: 4.32 6.61,  Remain: 1 day, 8:58:57,  Finish: 2024-11-18 09:20
[11-17 16:21:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [   0/1669]  eta: 0:10:07  tlr: 7.9e-05  tnm: 0.41  Lm: 5.770 (5.770)  Lt: 5.158 (5.158)  Accm: 4.49 (4.49)  Acct: 6.37 (6.37)  time: 0.3640  data: 0.0004
[11-17 16:21:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [   0/1669]  eta: 0:10:19  tlr: 7.9e-05  tnm: 0.41  Lm: 5.919 (5.919)  Lt: 5.269 (5.269)  Accm: 4.06 (4.06)  Acct: 5.85 (5.85)  time: 0.3709  data: 0.0003
[11-17 16:21:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [   0/1669]  eta: 0:10:08  tlr: 7.9e-05  tnm: 0.41  Lm: 5.846 (5.846)  Lt: 5.212 (5.212)  Accm: 4.32 (4.32)  Acct: 6.54 (6.54)  time: 0.3645  data: 0.0004
[11-17 16:21:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [   0/1669]  eta: 0:10:03  tlr: 7.9e-05  tnm: 0.41  Lm: 5.794 (5.794)  Lt: 5.095 (5.095)  Accm: 4.51 (4.51)  Acct: 6.77 (6.77)  time: 0.3618  data: 0.0004
[11-17 16:24:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [ 417/1669]  eta: 0:08:55  tlr: 7.8e-05  tnm: 0.45  Lm: 5.881 (5.881)  Lt: 5.229 (5.229)  Accm: 4.21 (4.21)  Acct: 6.54 (6.54)  time: 0.4140  data: 0.0002
[11-17 16:24:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [ 417/1669]  eta: 0:08:55  tlr: 7.8e-05  tnm: 0.45  Lm: 5.929 (5.929)  Lt: 5.286 (5.286)  Accm: 4.07 (4.07)  Acct: 6.04 (6.04)  time: 0.4140  data: 0.0002
[11-17 16:24:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [ 417/1669]  eta: 0:08:55  tlr: 7.8e-05  tnm: 0.45  Lm: 5.776 (5.776)  Lt: 5.138 (5.138)  Accm: 4.66 (4.66)  Acct: 6.92 (6.92)  time: 0.4141  data: 0.0002
[11-17 16:24:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [ 417/1669]  eta: 0:08:55  tlr: 7.8e-05  tnm: 0.45  Lm: 5.879 (5.879)  Lt: 5.227 (5.227)  Accm: 4.18 (4.18)  Acct: 6.40 (6.40)  time: 0.4141  data: 0.0002
[11-17 16:27:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.8e-05  tnm: 0.41  Lm: 5.911 (5.926)  Lt: 5.241 (5.274)  Accm: 4.04 (4.08)  Acct: 6.27 (6.24)  time: 0.4047  data: 0.0002
[11-17 16:27:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.8e-05  tnm: 0.41  Lm: 5.781 (5.803)  Lt: 5.158 (5.162)  Accm: 4.49 (4.57)  Acct: 6.53 (6.79)  time: 0.4047  data: 0.0002
[11-17 16:27:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.8e-05  tnm: 0.41  Lm: 5.890 (5.884)  Lt: 5.216 (5.225)  Accm: 4.10 (4.17)  Acct: 6.32 (6.46)  time: 0.4047  data: 0.0003
[11-17 16:27:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.8e-05  tnm: 0.41  Lm: 5.938 (5.946)  Lt: 5.304 (5.306)  Accm: 4.06 (3.93)  Acct: 5.85 (5.87)  time: 0.4047  data: 0.0003
[11-17 16:30:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [1251/1669]  eta: 0:02:59  tlr: 7.8e-05  tnm: 0.39  Lm: 5.929 (5.915)  Lt: 5.286 (5.275)  Accm: 4.07 (4.10)  Acct: 6.04 (6.11)  time: 0.4092  data: 0.0002
[11-17 16:30:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [1251/1669]  eta: 0:02:59  tlr: 7.8e-05  tnm: 0.39  Lm: 5.893 (5.913)  Lt: 5.247 (5.269)  Accm: 4.18 (4.18)  Acct: 6.37 (6.30)  time: 0.4092  data: 0.0002
[11-17 16:30:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [1251/1669]  eta: 0:02:59  tlr: 7.8e-05  tnm: 0.39  Lm: 5.879 (5.880)  Lt: 5.213 (5.221)  Accm: 4.18 (4.20)  Acct: 6.53 (6.53)  time: 0.4092  data: 0.0002
[11-17 16:30:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [1251/1669]  eta: 0:02:59  tlr: 7.8e-05  tnm: 0.39  Lm: 5.791 (5.803)  Lt: 5.162 (5.163)  Accm: 4.55 (4.58)  Acct: 6.93 (6.93)  time: 0.4092  data: 0.0002
[11-17 16:33:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [1668/1669]  eta: 0:00:00  tlr: 7.8e-05  tnm: 0.38  Lm: 5.802 (5.811)  Lt: 5.166 (5.173)  Accm: 4.49 (4.53)  Acct: 6.54 (6.85)  time: 0.4092  data: 0.0015
[11-17 16:33:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 181/350]   Total time:      0:12:01   (0.432 s / it)
[11-17 16:33:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [1668/1669]  eta: 0:00:00  tlr: 7.8e-05  tnm: 0.38  Lm: 5.938 (5.925)  Lt: 5.304 (5.283)  Accm: 4.06 (4.05)  Acct: 5.96 (6.08)  time: 0.4092  data: 0.0019
[11-17 16:33:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [1668/1669]  eta: 0:00:00  tlr: 7.8e-05  tnm: 0.38  Lm: 5.868 (5.864)  Lt: 5.211 (5.201)  Accm: 4.27 (4.33)  Acct: 6.73 (6.73)  time: 0.4092  data: 0.0020
[11-17 16:33:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 181/350]  [1668/1669]  eta: 0:00:00  tlr: 7.8e-05  tnm: 0.38  Lm: 5.911 (5.928)  Lt: 5.254 (5.280)  Accm: 4.16 (4.18)  Acct: 6.28 (6.30)  time: 0.4092  data: 0.0017
[11-17 16:33:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 181/350]   Total time:      0:12:01   (0.432 s / it)
[11-17 16:33:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 181/350]   Total time:      0:12:01   (0.432 s / it)
[11-17 16:33:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 181/350]   Total time:      0:12:01   (0.432 s / it)
[11-17 16:33:34] (/home/user/VAR/train.py , line 276)=>      [ep181]  (training )  Lm: 5.874 (5.879), Lt: 5.227 (5.238),  Acc m&t: 4.32 6.61,  Remain: 1 day, 8:29:07,  Finish: 2024-11-18 09:02
[11-17 16:33:34] (/home/user/VAR/train.py , line 276)=>      [ep181]  (training )  Lm: 5.874 (5.879), Lt: 5.227 (5.238),  Acc m&t: 4.32 6.61,  Remain: 1 day, 8:29:48,  Finish: 2024-11-18 09:03
[11-17 16:33:34] (/home/user/VAR/train.py , line 276)=>      [ep181]  (training )  Lm: 5.874 (5.879), Lt: 5.227 (5.238),  Acc m&t: 4.32 6.61,  Remain: 1 day, 8:29:59,  Finish: 2024-11-18 09:03
[11-17 16:33:34] (/home/user/VAR/train.py , line 276)=>      [ep181]  (training )  Lm: 5.874 (5.879), Lt: 5.227 (5.238),  Acc m&t: 4.32 6.61,  Remain: 1 day, 8:30:31,  Finish: 2024-11-18 09:04
[11-17 16:33:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [   0/1669]  eta: 0:10:39  tlr: 7.8e-05  tnm: 0.41  Lm: 5.836 (5.836)  Lt: 5.209 (5.209)  Accm: 4.32 (4.32)  Acct: 6.23 (6.23)  time: 0.3835  data: 0.0003
[11-17 16:33:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [   0/1669]  eta: 0:10:39  tlr: 7.8e-05  tnm: 0.41  Lm: 5.819 (5.819)  Lt: 5.198 (5.198)  Accm: 4.51 (4.51)  Acct: 6.75 (6.75)  time: 0.3831  data: 0.0003
[11-17 16:33:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [   0/1669]  eta: 0:10:40  tlr: 7.8e-05  tnm: 0.41  Lm: 5.851 (5.851)  Lt: 5.183 (5.183)  Accm: 4.25 (4.25)  Acct: 6.77 (6.77)  time: 0.3837  data: 0.0004
[11-17 16:33:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [   0/1669]  eta: 0:10:34  tlr: 7.8e-05  tnm: 0.41  Lm: 5.981 (5.981)  Lt: 5.383 (5.383)  Accm: 3.66 (3.66)  Acct: 5.92 (5.92)  time: 0.3799  data: 0.0005
[11-17 16:36:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [ 417/1669]  eta: 0:08:56  tlr: 7.8e-05  tnm: 0.41  Lm: 5.956 (5.956)  Lt: 5.323 (5.323)  Accm: 3.73 (3.73)  Acct: 5.93 (5.93)  time: 0.4102  data: 0.0002
[11-17 16:36:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [ 417/1669]  eta: 0:08:56  tlr: 7.8e-05  tnm: 0.41  Lm: 5.844 (5.844)  Lt: 5.195 (5.195)  Accm: 4.30 (4.30)  Acct: 6.60 (6.60)  time: 0.4102  data: 0.0002
[11-17 16:36:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [ 417/1669]  eta: 0:08:56  tlr: 7.8e-05  tnm: 0.41  Lm: 5.895 (5.895)  Lt: 5.245 (5.245)  Accm: 4.19 (4.19)  Acct: 6.34 (6.34)  time: 0.4102  data: 0.0002
[11-17 16:36:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [ 417/1669]  eta: 0:08:56  tlr: 7.8e-05  tnm: 0.41  Lm: 5.932 (5.932)  Lt: 5.296 (5.296)  Accm: 3.89 (3.89)  Acct: 5.90 (5.90)  time: 0.4102  data: 0.0002
[11-17 16:39:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [ 834/1669]  eta: 0:05:55  tlr: 7.8e-05  tnm: 0.44  Lm: 5.932 (5.931)  Lt: 5.264 (5.291)  Accm: 3.79 (3.87)  Acct: 5.94 (6.11)  time: 0.4067  data: 0.0002
[11-17 16:39:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [ 834/1669]  eta: 0:05:55  tlr: 7.8e-05  tnm: 0.44  Lm: 5.851 (5.885)  Lt: 5.207 (5.239)  Accm: 4.25 (4.21)  Acct: 6.44 (6.38)  time: 0.4067  data: 0.0002
[11-17 16:39:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [ 834/1669]  eta: 0:05:55  tlr: 7.8e-05  tnm: 0.44  Lm: 5.889 (5.893)  Lt: 5.272 (5.254)  Accm: 4.27 (4.22)  Acct: 6.49 (6.39)  time: 0.4067  data: 0.0002
[11-17 16:39:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [ 834/1669]  eta: 0:05:55  tlr: 7.8e-05  tnm: 0.44  Lm: 5.923 (5.929)  Lt: 5.290 (5.294)  Accm: 4.03 (3.94)  Acct: 5.73 (5.84)  time: 0.4068  data: 0.0002
[11-17 16:42:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [1251/1669]  eta: 0:02:57  tlr: 7.8e-05  tnm: 0.41  Lm: 5.905 (5.918)  Lt: 5.261 (5.278)  Accm: 4.16 (4.02)  Acct: 5.98 (6.02)  time: 0.4541  data: 0.0004
[11-17 16:42:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [1251/1669]  eta: 0:02:57  tlr: 7.8e-05  tnm: 0.41  Lm: 5.869 (5.885)  Lt: 5.217 (5.236)  Accm: 4.20 (4.19)  Acct: 6.49 (6.42)  time: 0.4541  data: 0.0002
[11-17 16:42:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [1251/1669]  eta: 0:02:57  tlr: 7.8e-05  tnm: 0.41  Lm: 5.921 (5.926)  Lt: 5.274 (5.289)  Accm: 3.97 (3.99)  Acct: 6.20 (6.20)  time: 0.4541  data: 0.0002
[11-17 16:42:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [1251/1669]  eta: 0:02:57  tlr: 7.8e-05  tnm: 0.41  Lm: 5.854 (5.856)  Lt: 5.235 (5.212)  Accm: 4.39 (4.35)  Acct: 6.62 (6.62)  time: 0.4541  data: 0.0003
[11-17 16:45:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [1668/1669]  eta: 0:00:00  tlr: 7.8e-05  tnm: 0.43  Lm: 5.881 (5.861)  Lt: 5.240 (5.218)  Accm: 4.49 (4.38)  Acct: 6.75 (6.66)  time: 0.4097  data: 0.0016
[11-17 16:45:28] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 182/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 16:45:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [1668/1669]  eta: 0:00:00  tlr: 7.8e-05  tnm: 0.43  Lm: 5.887 (5.897)  Lt: 5.228 (5.246)  Accm: 4.17 (4.19)  Acct: 6.54 (6.45)  time: 0.4097  data: 0.0018
[11-17 16:45:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [1668/1669]  eta: 0:00:00  tlr: 7.8e-05  tnm: 0.43  Lm: 5.910 (5.885)  Lt: 5.264 (5.244)  Accm: 4.15 (4.16)  Acct: 6.46 (6.55)  time: 0.4097  data: 0.0016
[11-17 16:45:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 182/350]  [1668/1669]  eta: 0:00:00  tlr: 7.8e-05  tnm: 0.43  Lm: 5.923 (5.923)  Lt: 5.278 (5.278)  Accm: 4.15 (4.05)  Acct: 6.23 (6.14)  time: 0.4096  data: 0.0016
[11-17 16:45:28] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 182/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 16:45:28] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 182/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 16:45:28] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 182/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 16:45:28] (/home/user/VAR/train.py , line 276)=>      [ep182]  (training )  Lm: 5.874 (5.879), Lt: 5.227 (5.233),  Acc m&t: 4.32 6.61,  Remain: 1 day, 8:11:39,  Finish: 2024-11-18 08:57
[11-17 16:45:28] (/home/user/VAR/train.py , line 276)=>      [ep182]  (training )  Lm: 5.874 (5.879), Lt: 5.227 (5.233),  Acc m&t: 4.32 6.61,  Remain: 1 day, 8:11:22,  Finish: 2024-11-18 08:56
[11-17 16:45:28] (/home/user/VAR/train.py , line 276)=>      [ep182]  (training )  Lm: 5.874 (5.879), Lt: 5.227 (5.233),  Acc m&t: 4.32 6.61,  Remain: 1 day, 8:12:12,  Finish: 2024-11-18 08:57
[11-17 16:45:28] (/home/user/VAR/train.py , line 276)=>      [ep182]  (training )  Lm: 5.874 (5.879), Lt: 5.227 (5.233),  Acc m&t: 4.32 6.61,  Remain: 1 day, 8:11:55,  Finish: 2024-11-18 08:57
[11-17 16:45:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [   0/1669]  eta: 0:11:08  tlr: 7.8e-05  tnm: 0.40  Lm: 5.792 (5.792)  Lt: 5.090 (5.090)  Accm: 4.52 (4.52)  Acct: 7.25 (7.25)  time: 0.4007  data: 0.0004
[11-17 16:45:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [   0/1669]  eta: 0:11:09  tlr: 7.8e-05  tnm: 0.40  Lm: 5.903 (5.903)  Lt: 5.268 (5.268)  Accm: 4.23 (4.23)  Acct: 6.66 (6.66)  time: 0.4009  data: 0.0004
[11-17 16:45:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [   0/1669]  eta: 0:11:08  tlr: 7.8e-05  tnm: 0.40  Lm: 5.956 (5.956)  Lt: 5.332 (5.332)  Accm: 4.13 (4.13)  Acct: 6.42 (6.42)  time: 0.4008  data: 0.0004
[11-17 16:45:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [   0/1669]  eta: 0:11:08  tlr: 7.8e-05  tnm: 0.40  Lm: 5.863 (5.863)  Lt: 5.234 (5.234)  Accm: 4.47 (4.47)  Acct: 6.87 (6.87)  time: 0.4004  data: 0.0004
[11-17 16:48:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [ 417/1669]  eta: 0:08:59  tlr: 7.7e-05  tnm: 0.43  Lm: 5.866 (5.866)  Lt: 5.234 (5.234)  Accm: 4.25 (4.25)  Acct: 6.43 (6.43)  time: 0.4146  data: 0.0002
[11-17 16:48:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [ 417/1669]  eta: 0:08:59  tlr: 7.7e-05  tnm: 0.43  Lm: 5.894 (5.894)  Lt: 5.248 (5.248)  Accm: 4.26 (4.26)  Acct: 6.71 (6.71)  time: 0.4146  data: 0.0002
[11-17 16:48:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [ 417/1669]  eta: 0:08:59  tlr: 7.7e-05  tnm: 0.43  Lm: 5.883 (5.883)  Lt: 5.260 (5.260)  Accm: 4.18 (4.18)  Acct: 6.43 (6.43)  time: 0.4146  data: 0.0002
[11-17 16:48:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [ 417/1669]  eta: 0:08:59  tlr: 7.7e-05  tnm: 0.43  Lm: 5.825 (5.825)  Lt: 5.127 (5.127)  Accm: 4.59 (4.59)  Acct: 7.15 (7.15)  time: 0.4146  data: 0.0002
[11-17 16:51:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.7e-05  tnm: 0.40  Lm: 5.858 (5.836)  Lt: 5.164 (5.157)  Accm: 4.52 (4.48)  Acct: 7.06 (6.82)  time: 0.4118  data: 0.0002
[11-17 16:51:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.7e-05  tnm: 0.40  Lm: 5.865 (5.877)  Lt: 5.253 (5.252)  Accm: 4.23 (4.22)  Acct: 6.61 (6.49)  time: 0.4118  data: 0.0002
[11-17 16:51:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.7e-05  tnm: 0.40  Lm: 5.833 (5.874)  Lt: 5.169 (5.222)  Accm: 4.39 (4.36)  Acct: 6.89 (6.77)  time: 0.4118  data: 0.0003
[11-17 16:51:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.7e-05  tnm: 0.40  Lm: 5.868 (5.868)  Lt: 5.234 (5.214)  Accm: 4.47 (4.37)  Acct: 6.87 (6.67)  time: 0.4118  data: 0.0002
[11-17 16:54:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [1251/1669]  eta: 0:02:59  tlr: 7.7e-05  tnm: 0.42  Lm: 5.871 (5.890)  Lt: 5.234 (5.231)  Accm: 4.25 (4.28)  Acct: 6.54 (6.56)  time: 0.4901  data: 0.0002
[11-17 16:54:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [1251/1669]  eta: 0:02:59  tlr: 7.7e-05  tnm: 0.42  Lm: 5.864 (5.859)  Lt: 5.244 (5.217)  Accm: 4.27 (4.32)  Acct: 6.64 (6.69)  time: 0.4901  data: 0.0002
[11-17 16:54:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [1251/1669]  eta: 0:02:59  tlr: 7.7e-05  tnm: 0.42  Lm: 5.840 (5.867)  Lt: 5.166 (5.203)  Accm: 4.41 (4.37)  Acct: 6.94 (6.87)  time: 0.4901  data: 0.0002
[11-17 16:54:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [1251/1669]  eta: 0:02:59  tlr: 7.7e-05  tnm: 0.42  Lm: 5.858 (5.853)  Lt: 5.190 (5.192)  Accm: 4.44 (4.45)  Acct: 6.76 (6.73)  time: 0.4901  data: 0.0002
[11-17 16:57:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [1668/1669]  eta: 0:00:00  tlr: 7.7e-05  tnm: 0.39  Lm: 5.858 (5.884)  Lt: 5.216 (5.234)  Accm: 4.36 (4.31)  Acct: 6.46 (6.54)  time: 0.4107  data: 0.0015
[11-17 16:57:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 183/350]   Total time:      0:11:58   (0.431 s / it)
[11-17 16:57:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [1668/1669]  eta: 0:00:00  tlr: 7.7e-05  tnm: 0.39  Lm: 5.846 (5.864)  Lt: 5.169 (5.203)  Accm: 4.39 (4.36)  Acct: 6.89 (6.83)  time: 0.4107  data: 0.0019
[11-17 16:57:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [1668/1669]  eta: 0:00:00  tlr: 7.7e-05  tnm: 0.39  Lm: 5.868 (5.882)  Lt: 5.234 (5.220)  Accm: 4.47 (4.33)  Acct: 6.87 (6.64)  time: 0.4108  data: 0.0014
[11-17 16:57:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 183/350]  [1668/1669]  eta: 0:00:00  tlr: 7.7e-05  tnm: 0.39  Lm: 5.865 (5.890)  Lt: 5.253 (5.253)  Accm: 4.23 (4.22)  Acct: 6.61 (6.52)  time: 0.4108  data: 0.0017
[11-17 16:57:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 183/350]   Total time:      0:11:58   (0.431 s / it)
[11-17 16:57:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 183/350]   Total time:      0:11:58   (0.431 s / it)
[11-17 16:57:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 183/350]   Total time:      0:11:58   (0.431 s / it)
[11-17 16:57:27] (/home/user/VAR/train.py , line 276)=>      [ep183]  (training )  Lm: 5.874 (5.884), Lt: 5.227 (5.236),  Acc m&t: 4.32 6.61,  Remain: 1 day, 8:09:01,  Finish: 2024-11-18 09:06
[11-17 16:57:27] (/home/user/VAR/train.py , line 276)=>      [ep183]  (training )  Lm: 5.874 (5.884), Lt: 5.227 (5.236),  Acc m&t: 4.32 6.61,  Remain: 1 day, 8:08:50,  Finish: 2024-11-18 09:06
[11-17 16:57:27] (/home/user/VAR/train.py , line 276)=>      [ep183]  (training )  Lm: 5.874 (5.884), Lt: 5.227 (5.236),  Acc m&t: 4.32 6.61,  Remain: 1 day, 8:09:06,  Finish: 2024-11-18 09:06
[11-17 16:57:27] (/home/user/VAR/train.py , line 276)=>      [ep183]  (training )  Lm: 5.874 (5.884), Lt: 5.227 (5.236),  Acc m&t: 4.32 6.61,  Remain: 1 day, 8:08:52,  Finish: 2024-11-18 09:06
[11-17 16:57:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [   0/1669]  eta: 0:09:56  tlr: 7.7e-05  tnm: 0.39  Lm: 5.833 (5.833)  Lt: 5.152 (5.152)  Accm: 4.17 (4.17)  Acct: 6.53 (6.53)  time: 0.3575  data: 0.0003
[11-17 16:57:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [   0/1669]  eta: 0:09:56  tlr: 7.7e-05  tnm: 0.39  Lm: 5.807 (5.807)  Lt: 5.113 (5.113)  Accm: 4.34 (4.34)  Acct: 6.85 (6.85)  time: 0.3576  data: 0.0004
[11-17 16:57:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [   0/1669]  eta: 0:09:57  tlr: 7.7e-05  tnm: 0.39  Lm: 5.954 (5.954)  Lt: 5.313 (5.313)  Accm: 3.99 (3.99)  Acct: 5.91 (5.91)  time: 0.3580  data: 0.0003
[11-17 16:57:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [   0/1669]  eta: 0:09:57  tlr: 7.7e-05  tnm: 0.39  Lm: 5.789 (5.789)  Lt: 5.127 (5.127)  Accm: 4.75 (4.75)  Acct: 6.90 (6.90)  time: 0.3578  data: 0.0004
[11-17 17:00:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [ 417/1669]  eta: 0:08:49  tlr: 7.7e-05  tnm: 0.40  Lm: 5.868 (5.868)  Lt: 5.241 (5.241)  Accm: 4.27 (4.27)  Acct: 6.34 (6.34)  time: 0.4088  data: 0.0003
[11-17 17:00:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [ 417/1669]  eta: 0:08:49  tlr: 7.7e-05  tnm: 0.40  Lm: 5.835 (5.835)  Lt: 5.159 (5.159)  Accm: 4.32 (4.32)  Acct: 6.76 (6.76)  time: 0.4088  data: 0.0002
[11-17 17:00:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [ 417/1669]  eta: 0:08:49  tlr: 7.7e-05  tnm: 0.40  Lm: 5.881 (5.881)  Lt: 5.203 (5.203)  Accm: 4.06 (4.06)  Acct: 6.44 (6.44)  time: 0.4088  data: 0.0002
[11-17 17:00:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [ 417/1669]  eta: 0:08:49  tlr: 7.7e-05  tnm: 0.40  Lm: 5.942 (5.942)  Lt: 5.312 (5.312)  Accm: 3.94 (3.94)  Acct: 5.94 (5.94)  time: 0.4088  data: 0.0003
[11-17 17:03:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.7e-05  tnm: 0.42  Lm: 5.931 (5.919)  Lt: 5.311 (5.268)  Accm: 3.99 (4.12)  Acct: 5.97 (6.33)  time: 0.4130  data: 0.0002
[11-17 17:03:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.7e-05  tnm: 0.42  Lm: 5.836 (5.843)  Lt: 5.166 (5.166)  Accm: 4.41 (4.35)  Acct: 6.99 (6.86)  time: 0.4130  data: 0.0002
[11-17 17:03:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.7e-05  tnm: 0.42  Lm: 5.881 (5.872)  Lt: 5.244 (5.242)  Accm: 4.17 (4.23)  Acct: 6.04 (6.24)  time: 0.4130  data: 0.0002
[11-17 17:03:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.7e-05  tnm: 0.42  Lm: 5.938 (5.900)  Lt: 5.293 (5.248)  Accm: 3.83 (3.99)  Acct: 6.03 (6.28)  time: 0.4130  data: 0.0002
[11-17 17:06:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [1251/1669]  eta: 0:02:58  tlr: 7.7e-05  tnm: 0.42  Lm: 5.947 (5.929)  Lt: 5.316 (5.284)  Accm: 3.89 (3.98)  Acct: 6.10 (6.25)  time: 0.4584  data: 0.0002
[11-17 17:06:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [1251/1669]  eta: 0:02:58  tlr: 7.7e-05  tnm: 0.42  Lm: 5.835 (5.838)  Lt: 5.159 (5.157)  Accm: 4.44 (4.40)  Acct: 6.99 (6.89)  time: 0.4584  data: 0.0002
[11-17 17:06:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [1251/1669]  eta: 0:02:58  tlr: 7.7e-05  tnm: 0.42  Lm: 5.902 (5.906)  Lt: 5.266 (5.256)  Accm: 4.13 (4.16)  Acct: 6.17 (6.34)  time: 0.4584  data: 0.0002
[11-17 17:06:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [1251/1669]  eta: 0:02:58  tlr: 7.7e-05  tnm: 0.42  Lm: 5.886 (5.877)  Lt: 5.250 (5.245)  Accm: 4.22 (4.24)  Acct: 6.28 (6.31)  time: 0.4584  data: 0.0002
[11-17 17:09:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [1668/1669]  eta: 0:00:00  tlr: 7.7e-05  tnm: 0.44  Lm: 5.891 (5.902)  Lt: 5.255 (5.258)  Accm: 4.17 (4.20)  Acct: 6.22 (6.29)  time: 0.4065  data: 0.0018
[11-17 17:09:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 184/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 17:09:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [1668/1669]  eta: 0:00:00  tlr: 7.7e-05  tnm: 0.44  Lm: 5.833 (5.833)  Lt: 5.155 (5.157)  Accm: 4.47 (4.43)  Acct: 6.99 (6.89)  time: 0.4065  data: 0.0015
[11-17 17:09:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [1668/1669]  eta: 0:00:00  tlr: 7.7e-05  tnm: 0.44  Lm: 5.886 (5.902)  Lt: 5.250 (5.255)  Accm: 4.28 (4.20)  Acct: 6.37 (6.47)  time: 0.4065  data: 0.0018
[11-17 17:09:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 184/350]  [1668/1669]  eta: 0:00:00  tlr: 7.7e-05  tnm: 0.44  Lm: 5.938 (5.886)  Lt: 5.293 (5.242)  Accm: 3.94 (4.20)  Acct: 6.18 (6.50)  time: 0.4065  data: 0.0020
[11-17 17:09:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 184/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 17:09:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 184/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 17:09:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 184/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 17:09:25] (/home/user/VAR/train.py , line 276)=>      [ep184]  (training )  Lm: 5.874 (5.877), Lt: 5.227 (5.229),  Acc m&t: 4.32 6.61,  Remain: 1 day, 7:47:04,  Finish: 2024-11-18 08:56
[11-17 17:09:25] (/home/user/VAR/train.py , line 276)=>      [ep184]  (training )  Lm: 5.874 (5.877), Lt: 5.227 (5.229),  Acc m&t: 4.32 6.61,  Remain: 1 day, 7:46:43,  Finish: 2024-11-18 08:56
[11-17 17:09:25] (/home/user/VAR/train.py , line 276)=>      [ep184]  (training )  Lm: 5.874 (5.877), Lt: 5.227 (5.229),  Acc m&t: 4.32 6.61,  Remain: 1 day, 7:46:17,  Finish: 2024-11-18 08:55
[11-17 17:09:25] (/home/user/VAR/train.py , line 276)=>      [ep184]  (training )  Lm: 5.874 (5.877), Lt: 5.227 (5.229),  Acc m&t: 4.32 6.61,  Remain: 1 day, 7:47:35,  Finish: 2024-11-18 08:56
[11-17 17:09:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [   0/1669]  eta: 0:10:17  tlr: 7.7e-05  tnm: 0.42  Lm: 5.967 (5.967)  Lt: 5.338 (5.338)  Accm: 3.72 (3.72)  Acct: 5.75 (5.75)  time: 0.3702  data: 0.0004
[11-17 17:09:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [   0/1669]  eta: 0:10:16  tlr: 7.7e-05  tnm: 0.42  Lm: 5.977 (5.977)  Lt: 5.373 (5.373)  Accm: 3.79 (3.79)  Acct: 5.80 (5.80)  time: 0.3693  data: 0.0004
[11-17 17:09:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [   0/1669]  eta: 0:10:16  tlr: 7.7e-05  tnm: 0.42  Lm: 5.869 (5.869)  Lt: 5.238 (5.238)  Accm: 4.18 (4.18)  Acct: 6.06 (6.06)  time: 0.3692  data: 0.0003
[11-17 17:09:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [   0/1669]  eta: 0:10:15  tlr: 7.7e-05  tnm: 0.42  Lm: 5.836 (5.836)  Lt: 5.156 (5.156)  Accm: 4.67 (4.67)  Acct: 7.58 (7.58)  time: 0.3689  data: 0.0003
[11-17 17:12:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [ 417/1669]  eta: 0:08:44  tlr: 7.7e-05  tnm: 0.41  Lm: 5.880 (5.880)  Lt: 5.236 (5.236)  Accm: 4.33 (4.33)  Acct: 6.78 (6.78)  time: 0.4070  data: 0.0002
[11-17 17:12:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [ 417/1669]  eta: 0:08:44  tlr: 7.7e-05  tnm: 0.41  Lm: 5.856 (5.856)  Lt: 5.202 (5.202)  Accm: 4.45 (4.45)  Acct: 6.69 (6.69)  time: 0.4069  data: 0.0002
[11-17 17:12:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [ 417/1669]  eta: 0:08:44  tlr: 7.7e-05  tnm: 0.41  Lm: 5.976 (5.976)  Lt: 5.345 (5.345)  Accm: 3.65 (3.65)  Acct: 5.56 (5.56)  time: 0.4069  data: 0.0002
[11-17 17:12:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [ 417/1669]  eta: 0:08:44  tlr: 7.7e-05  tnm: 0.41  Lm: 5.986 (5.986)  Lt: 5.364 (5.364)  Accm: 3.77 (3.77)  Acct: 5.69 (5.69)  time: 0.4069  data: 0.0002
[11-17 17:15:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.6e-05  tnm: 0.41  Lm: 5.992 (5.988)  Lt: 5.360 (5.363)  Accm: 3.74 (3.75)  Acct: 5.80 (5.77)  time: 0.4064  data: 0.0002
[11-17 17:15:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.6e-05  tnm: 0.41  Lm: 5.967 (5.967)  Lt: 5.338 (5.330)  Accm: 3.72 (3.83)  Acct: 5.75 (5.83)  time: 0.4064  data: 0.0002
[11-17 17:15:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.6e-05  tnm: 0.41  Lm: 5.874 (5.878)  Lt: 5.258 (5.243)  Accm: 4.06 (4.24)  Acct: 6.32 (6.63)  time: 0.4064  data: 0.0002
[11-17 17:15:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.6e-05  tnm: 0.41  Lm: 5.869 (5.865)  Lt: 5.238 (5.220)  Accm: 4.72 (4.54)  Acct: 7.13 (6.84)  time: 0.4064  data: 0.0002
[11-17 17:18:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [1251/1669]  eta: 0:02:58  tlr: 7.6e-05  tnm: 0.41  Lm: 5.868 (5.865)  Lt: 5.230 (5.221)  Accm: 4.57 (4.51)  Acct: 7.01 (6.85)  time: 0.4464  data: 0.0002
[11-17 17:18:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [1251/1669]  eta: 0:02:58  tlr: 7.6e-05  tnm: 0.41  Lm: 5.855 (5.859)  Lt: 5.213 (5.225)  Accm: 4.32 (4.33)  Acct: 6.64 (6.71)  time: 0.4464  data: 0.0002
[11-17 17:18:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [1251/1669]  eta: 0:02:58  tlr: 7.6e-05  tnm: 0.41  Lm: 5.984 (5.929)  Lt: 5.358 (5.298)  Accm: 3.77 (4.01)  Acct: 5.87 (6.15)  time: 0.4464  data: 0.0003
[11-17 17:18:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [1251/1669]  eta: 0:02:58  tlr: 7.6e-05  tnm: 0.41  Lm: 5.958 (5.933)  Lt: 5.319 (5.295)  Accm: 3.95 (4.08)  Acct: 6.05 (6.26)  time: 0.4464  data: 0.0002
[11-17 17:21:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [1668/1669]  eta: 0:00:00  tlr: 7.6e-05  tnm: 0.42  Lm: 5.949 (5.922)  Lt: 5.300 (5.285)  Accm: 3.73 (4.01)  Acct: 5.75 (6.15)  time: 0.4597  data: 0.0019
[11-17 17:21:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 185/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 17:21:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [1668/1669]  eta: 0:00:00  tlr: 7.6e-05  tnm: 0.42  Lm: 5.836 (5.845)  Lt: 5.169 (5.200)  Accm: 4.59 (4.45)  Acct: 6.96 (6.83)  time: 0.4596  data: 0.0015
[11-17 17:21:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [1668/1669]  eta: 0:00:00  tlr: 7.6e-05  tnm: 0.42  Lm: 5.977 (5.930)  Lt: 5.356 (5.288)  Accm: 3.79 (3.98)  Acct: 5.94 (6.18)  time: 0.4597  data: 0.0015
[11-17 17:21:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 185/350]  [1668/1669]  eta: 0:00:00  tlr: 7.6e-05  tnm: 0.42  Lm: 5.867 (5.858)  Lt: 5.222 (5.208)  Accm: 4.47 (4.50)  Acct: 7.04 (6.89)  time: 0.4596  data: 0.0020
[11-17 17:21:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 185/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 17:21:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 185/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 17:21:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 185/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 17:21:22] (/home/user/VAR/train.py , line 276)=>      [ep185]  (training )  Lm: 5.874 (5.877), Lt: 5.227 (5.230),  Acc m&t: 4.32 6.61,  Remain: 1 day, 7:55:44,  Finish: 2024-11-18 09:17
[11-17 17:21:22] (/home/user/VAR/train.py , line 276)=>      [ep185]  (training )  Lm: 5.874 (5.877), Lt: 5.227 (5.230),  Acc m&t: 4.32 6.61,  Remain: 1 day, 7:55:39,  Finish: 2024-11-18 09:17
[11-17 17:21:22] (/home/user/VAR/train.py , line 276)=>      [ep185]  (training )  Lm: 5.874 (5.877), Lt: 5.227 (5.230),  Acc m&t: 4.32 6.61,  Remain: 1 day, 7:56:21,  Finish: 2024-11-18 09:17
[11-17 17:21:22] (/home/user/VAR/train.py , line 276)=>      [ep185]  (training )  Lm: 5.874 (5.877), Lt: 5.227 (5.230),  Acc m&t: 4.32 6.61,  Remain: 1 day, 7:56:12,  Finish: 2024-11-18 09:17
[11-17 17:21:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [   0/1669]  eta: 0:09:59  tlr: 7.6e-05  tnm: 0.42  Lm: 5.954 (5.954)  Lt: 5.284 (5.284)  Accm: 3.85 (3.85)  Acct: 5.94 (5.94)  time: 0.3592  data: 0.0004
[11-17 17:21:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [   0/1669]  eta: 0:09:59  tlr: 7.6e-05  tnm: 0.42  Lm: 5.862 (5.862)  Lt: 5.181 (5.181)  Accm: 4.25 (4.25)  Acct: 6.51 (6.51)  time: 0.3589  data: 0.0003
[11-17 17:21:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [   0/1669]  eta: 0:10:00  tlr: 7.6e-05  tnm: 0.42  Lm: 5.964 (5.964)  Lt: 5.328 (5.328)  Accm: 3.80 (3.80)  Acct: 5.68 (5.68)  time: 0.3596  data: 0.0003
[11-17 17:21:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [   0/1669]  eta: 0:09:59  tlr: 7.6e-05  tnm: 0.42  Lm: 5.909 (5.909)  Lt: 5.298 (5.298)  Accm: 4.10 (4.10)  Acct: 5.68 (5.68)  time: 0.3590  data: 0.0003
[11-17 17:24:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [ 417/1669]  eta: 0:08:46  tlr: 7.6e-05  tnm: 0.39  Lm: 5.886 (5.886)  Lt: 5.246 (5.246)  Accm: 4.29 (4.29)  Acct: 6.30 (6.30)  time: 0.4079  data: 0.0002
[11-17 17:24:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [ 417/1669]  eta: 0:08:46  tlr: 7.6e-05  tnm: 0.39  Lm: 5.971 (5.971)  Lt: 5.338 (5.338)  Accm: 3.84 (3.84)  Acct: 5.93 (5.93)  time: 0.4079  data: 0.0002
[11-17 17:24:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [ 417/1669]  eta: 0:08:46  tlr: 7.6e-05  tnm: 0.39  Lm: 5.868 (5.868)  Lt: 5.214 (5.214)  Accm: 4.31 (4.31)  Acct: 6.51 (6.51)  time: 0.4079  data: 0.0002
[11-17 17:24:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [ 417/1669]  eta: 0:08:46  tlr: 7.6e-05  tnm: 0.39  Lm: 5.903 (5.903)  Lt: 5.234 (5.234)  Accm: 4.21 (4.21)  Acct: 6.48 (6.48)  time: 0.4079  data: 0.0002
[11-17 17:27:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [ 834/1669]  eta: 0:05:55  tlr: 7.6e-05  tnm: 0.41  Lm: 5.862 (5.866)  Lt: 5.181 (5.194)  Accm: 4.25 (4.41)  Acct: 6.51 (6.90)  time: 0.4130  data: 0.0002
[11-17 17:27:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [ 834/1669]  eta: 0:05:55  tlr: 7.6e-05  tnm: 0.41  Lm: 5.872 (5.869)  Lt: 5.231 (5.219)  Accm: 4.55 (4.39)  Acct: 6.82 (6.61)  time: 0.4130  data: 0.0002
[11-17 17:27:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [ 834/1669]  eta: 0:05:55  tlr: 7.6e-05  tnm: 0.41  Lm: 5.964 (5.911)  Lt: 5.328 (5.272)  Accm: 3.89 (4.11)  Acct: 6.18 (6.32)  time: 0.4130  data: 0.0002
[11-17 17:27:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [ 834/1669]  eta: 0:05:55  tlr: 7.6e-05  tnm: 0.41  Lm: 5.879 (5.884)  Lt: 5.227 (5.239)  Accm: 4.17 (4.25)  Acct: 6.44 (6.35)  time: 0.4130  data: 0.0002
[11-17 17:30:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [1251/1669]  eta: 0:02:58  tlr: 7.6e-05  tnm: 0.40  Lm: 5.884 (5.885)  Lt: 5.238 (5.242)  Accm: 4.19 (4.24)  Acct: 6.52 (6.41)  time: 0.4638  data: 0.0002
[11-17 17:30:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [1251/1669]  eta: 0:02:58  tlr: 7.6e-05  tnm: 0.40  Lm: 5.852 (5.860)  Lt: 5.221 (5.217)  Accm: 4.51 (4.41)  Acct: 6.70 (6.60)  time: 0.4638  data: 0.0002
[11-17 17:30:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [1251/1669]  eta: 0:02:58  tlr: 7.6e-05  tnm: 0.40  Lm: 5.905 (5.895)  Lt: 5.285 (5.265)  Accm: 3.96 (4.09)  Acct: 6.07 (6.23)  time: 0.4638  data: 0.0002
[11-17 17:30:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [1251/1669]  eta: 0:02:58  tlr: 7.6e-05  tnm: 0.40  Lm: 5.859 (5.863)  Lt: 5.191 (5.195)  Accm: 4.45 (4.47)  Acct: 7.01 (7.05)  time: 0.4638  data: 0.0002
[11-17 17:33:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [1668/1669]  eta: 0:00:00  tlr: 7.6e-05  tnm: 0.43  Lm: 5.862 (5.872)  Lt: 5.200 (5.206)  Accm: 4.25 (4.40)  Acct: 6.59 (6.96)  time: 0.4514  data: 0.0021
[11-17 17:33:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 186/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 17:33:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [1668/1669]  eta: 0:00:00  tlr: 7.6e-05  tnm: 0.43  Lm: 5.832 (5.842)  Lt: 5.211 (5.188)  Accm: 4.54 (4.43)  Acct: 6.82 (6.67)  time: 0.4514  data: 0.0015
[11-17 17:33:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [1668/1669]  eta: 0:00:00  tlr: 7.6e-05  tnm: 0.43  Lm: 5.879 (5.856)  Lt: 5.227 (5.214)  Accm: 4.21 (4.39)  Acct: 6.59 (6.58)  time: 0.4514  data: 0.0013
[11-17 17:33:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 186/350]  [1668/1669]  eta: 0:00:00  tlr: 7.6e-05  tnm: 0.43  Lm: 5.845 (5.879)  Lt: 5.242 (5.241)  Accm: 4.04 (4.15)  Acct: 6.18 (6.35)  time: 0.4514  data: 0.0016
[11-17 17:33:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 186/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 17:33:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 186/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 17:33:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 186/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 17:33:17] (/home/user/VAR/train.py , line 276)=>      [ep186]  (training )  Lm: 5.874 (5.878), Lt: 5.227 (5.230),  Acc m&t: 4.32 6.61,  Remain: 1 day, 7:05:50,  Finish: 2024-11-18 08:39
[11-17 17:33:17] (/home/user/VAR/train.py , line 276)=>      [ep186]  (training )  Lm: 5.874 (5.878), Lt: 5.227 (5.230),  Acc m&t: 4.32 6.61,  Remain: 1 day, 7:04:51,  Finish: 2024-11-18 08:38
[11-17 17:33:17] (/home/user/VAR/train.py , line 276)=>      [ep186]  (training )  Lm: 5.874 (5.878), Lt: 5.227 (5.230),  Acc m&t: 4.32 6.61,  Remain: 1 day, 7:04:35,  Finish: 2024-11-18 08:37
[11-17 17:33:17] (/home/user/VAR/train.py , line 276)=>      [ep186]  (training )  Lm: 5.874 (5.878), Lt: 5.227 (5.230),  Acc m&t: 4.32 6.61,  Remain: 1 day, 7:05:44,  Finish: 2024-11-18 08:39
[11-17 17:33:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [   0/1669]  eta: 0:10:11  tlr: 7.6e-05  tnm: 0.41  Lm: 5.871 (5.871)  Lt: 5.234 (5.234)  Accm: 4.49 (4.49)  Acct: 6.99 (6.99)  time: 0.3661  data: 0.0004
[11-17 17:33:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [   0/1669]  eta: 0:10:12  tlr: 7.6e-05  tnm: 0.41  Lm: 5.969 (5.969)  Lt: 5.330 (5.330)  Accm: 3.81 (3.81)  Acct: 5.97 (5.97)  time: 0.3667  data: 0.0004
[11-17 17:33:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [   0/1669]  eta: 0:10:15  tlr: 7.6e-05  tnm: 0.41  Lm: 5.829 (5.829)  Lt: 5.162 (5.162)  Accm: 4.25 (4.25)  Acct: 6.58 (6.58)  time: 0.3688  data: 0.0004
[11-17 17:33:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [   0/1669]  eta: 0:10:16  tlr: 7.6e-05  tnm: 0.41  Lm: 5.860 (5.860)  Lt: 5.190 (5.190)  Accm: 4.48 (4.48)  Acct: 7.06 (7.06)  time: 0.3691  data: 0.0004
[11-17 17:36:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [ 417/1669]  eta: 0:08:49  tlr: 7.6e-05  tnm: 0.42  Lm: 5.885 (5.885)  Lt: 5.214 (5.214)  Accm: 4.28 (4.28)  Acct: 6.79 (6.79)  time: 0.4119  data: 0.0002
[11-17 17:36:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [ 417/1669]  eta: 0:08:49  tlr: 7.6e-05  tnm: 0.42  Lm: 5.895 (5.895)  Lt: 5.246 (5.246)  Accm: 4.25 (4.25)  Acct: 6.61 (6.61)  time: 0.4119  data: 0.0002
[11-17 17:36:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [ 417/1669]  eta: 0:08:49  tlr: 7.6e-05  tnm: 0.42  Lm: 5.810 (5.810)  Lt: 5.140 (5.140)  Accm: 4.41 (4.41)  Acct: 6.95 (6.95)  time: 0.4119  data: 0.0002
[11-17 17:36:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [ 417/1669]  eta: 0:08:49  tlr: 7.6e-05  tnm: 0.42  Lm: 5.846 (5.846)  Lt: 5.230 (5.230)  Accm: 4.34 (4.34)  Acct: 6.60 (6.60)  time: 0.4119  data: 0.0002
[11-17 17:39:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [ 834/1669]  eta: 0:05:59  tlr: 7.6e-05  tnm: 0.47  Lm: 5.911 (5.899)  Lt: 5.238 (5.232)  Accm: 4.09 (4.21)  Acct: 6.53 (6.48)  time: 0.4523  data: 0.0002
[11-17 17:39:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [ 834/1669]  eta: 0:05:59  tlr: 7.6e-05  tnm: 0.47  Lm: 5.853 (5.881)  Lt: 5.163 (5.211)  Accm: 4.70 (4.49)  Acct: 7.25 (7.01)  time: 0.4523  data: 0.0002
[11-17 17:39:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [ 834/1669]  eta: 0:05:59  tlr: 7.6e-05  tnm: 0.47  Lm: 5.824 (5.815)  Lt: 5.162 (5.149)  Accm: 4.42 (4.42)  Acct: 6.68 (6.86)  time: 0.4523  data: 0.0002
[11-17 17:39:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [ 834/1669]  eta: 0:05:59  tlr: 7.6e-05  tnm: 0.47  Lm: 5.846 (5.846)  Lt: 5.227 (5.206)  Accm: 4.33 (4.34)  Acct: 6.99 (6.77)  time: 0.4523  data: 0.0003
[11-17 17:42:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [1251/1669]  eta: 0:02:57  tlr: 7.5e-05  tnm: 0.44  Lm: 5.826 (5.818)  Lt: 5.165 (5.157)  Accm: 4.48 (4.45)  Acct: 6.78 (6.87)  time: 0.4108  data: 0.0002
[11-17 17:42:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [1251/1669]  eta: 0:02:57  tlr: 7.5e-05  tnm: 0.44  Lm: 5.859 (5.859)  Lt: 5.230 (5.241)  Accm: 4.32 (4.33)  Acct: 6.60 (6.61)  time: 0.4108  data: 0.0002
[11-17 17:42:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [1251/1669]  eta: 0:02:57  tlr: 7.5e-05  tnm: 0.44  Lm: 5.895 (5.894)  Lt: 5.245 (5.237)  Accm: 4.23 (4.25)  Acct: 6.60 (6.53)  time: 0.4108  data: 0.0002
[11-17 17:42:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [1251/1669]  eta: 0:02:57  tlr: 7.5e-05  tnm: 0.44  Lm: 5.894 (5.895)  Lt: 5.210 (5.223)  Accm: 4.39 (4.39)  Acct: 6.94 (6.91)  time: 0.4108  data: 0.0002
[11-17 17:45:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [1668/1669]  eta: 0:00:00  tlr: 7.5e-05  tnm: 0.42  Lm: 5.935 (5.926)  Lt: 5.256 (5.267)  Accm: 4.08 (4.24)  Acct: 6.63 (6.66)  time: 0.4530  data: 0.0015
[11-17 17:45:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 187/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 17:45:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [1668/1669]  eta: 0:00:00  tlr: 7.5e-05  tnm: 0.42  Lm: 5.846 (5.852)  Lt: 5.227 (5.227)  Accm: 4.33 (4.42)  Acct: 6.99 (6.78)  time: 0.4530  data: 0.0015
[11-17 17:45:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [1668/1669]  eta: 0:00:00  tlr: 7.5e-05  tnm: 0.42  Lm: 5.911 (5.917)  Lt: 5.251 (5.259)  Accm: 4.09 (4.17)  Acct: 6.53 (6.45)  time: 0.4530  data: 0.0019
[11-17 17:45:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 187/350]  [1668/1669]  eta: 0:00:00  tlr: 7.5e-05  tnm: 0.42  Lm: 5.824 (5.803)  Lt: 5.162 (5.145)  Accm: 4.54 (4.57)  Acct: 6.89 (7.05)  time: 0.4530  data: 0.0016
[11-17 17:45:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 187/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 17:45:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 187/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 17:45:12] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 187/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 17:45:12] (/home/user/VAR/train.py , line 276)=>      [ep187]  (training )  Lm: 5.866 (5.866), Lt: 5.218 (5.218),  Acc m&t: 4.37 6.69,  Remain: 1 day, 7:17:54,  Finish: 2024-11-18 09:03
[11-17 17:45:12] (/home/user/VAR/train.py , line 276)=>      [ep187]  (training )  Lm: 5.866 (5.866), Lt: 5.218 (5.218),  Acc m&t: 4.37 6.69,  Remain: 1 day, 7:18:22,  Finish: 2024-11-18 09:03
[11-17 17:45:12] (/home/user/VAR/train.py , line 276)=>      [ep187]  (training )  Lm: 5.866 (5.866), Lt: 5.218 (5.218),  Acc m&t: 4.37 6.69,  Remain: 1 day, 7:17:47,  Finish: 2024-11-18 09:02
[11-17 17:45:12] (/home/user/VAR/train.py , line 276)=>      [ep187]  (training )  Lm: 5.866 (5.866), Lt: 5.218 (5.218),  Acc m&t: 4.37 6.69,  Remain: 1 day, 7:17:35,  Finish: 2024-11-18 09:02
[11-17 17:45:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [   0/1669]  eta: 0:13:19  tlr: 7.5e-05  tnm: 0.44  Lm: 5.803 (5.803)  Lt: 5.145 (5.145)  Accm: 4.52 (4.52)  Acct: 7.09 (7.09)  time: 0.4791  data: 0.0004
[11-17 17:45:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [   0/1669]  eta: 0:13:19  tlr: 7.5e-05  tnm: 0.44  Lm: 5.890 (5.890)  Lt: 5.231 (5.231)  Accm: 4.19 (4.19)  Acct: 6.44 (6.44)  time: 0.4791  data: 0.0005
[11-17 17:45:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [   0/1669]  eta: 0:10:18  tlr: 7.5e-05  tnm: 0.44  Lm: 5.869 (5.869)  Lt: 5.153 (5.153)  Accm: 4.22 (4.22)  Acct: 6.90 (6.90)  time: 0.3707  data: 0.0005
[11-17 17:45:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [   0/1669]  eta: 0:16:13  tlr: 7.5e-05  tnm: 0.44  Lm: 5.934 (5.934)  Lt: 5.231 (5.231)  Accm: 4.18 (4.18)  Acct: 6.77 (6.77)  time: 0.5833  data: 0.0004
[11-17 17:48:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [ 417/1669]  eta: 0:08:56  tlr: 7.5e-05  tnm: 0.43  Lm: 5.945 (5.945)  Lt: 5.286 (5.286)  Accm: 4.14 (4.14)  Acct: 6.39 (6.39)  time: 0.4120  data: 0.0002
[11-17 17:48:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [ 417/1669]  eta: 0:08:56  tlr: 7.5e-05  tnm: 0.43  Lm: 5.827 (5.827)  Lt: 5.150 (5.150)  Accm: 4.42 (4.42)  Acct: 6.77 (6.77)  time: 0.4120  data: 0.0003
[11-17 17:48:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [ 417/1669]  eta: 0:08:56  tlr: 7.5e-05  tnm: 0.43  Lm: 5.876 (5.876)  Lt: 5.250 (5.250)  Accm: 4.32 (4.32)  Acct: 6.71 (6.71)  time: 0.4120  data: 0.0002
[11-17 17:48:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [ 417/1669]  eta: 0:08:56  tlr: 7.5e-05  tnm: 0.43  Lm: 5.803 (5.803)  Lt: 5.136 (5.136)  Accm: 4.59 (4.59)  Acct: 6.90 (6.90)  time: 0.4120  data: 0.0002
[11-17 17:51:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [ 834/1669]  eta: 0:05:59  tlr: 7.5e-05  tnm: 0.41  Lm: 5.890 (5.872)  Lt: 5.231 (5.214)  Accm: 4.19 (4.45)  Acct: 6.51 (6.77)  time: 0.4090  data: 0.0002
[11-17 17:51:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [ 834/1669]  eta: 0:05:59  tlr: 7.5e-05  tnm: 0.41  Lm: 5.956 (5.972)  Lt: 5.340 (5.328)  Accm: 4.10 (4.06)  Acct: 6.01 (6.20)  time: 0.4090  data: 0.0002
[11-17 17:51:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [ 834/1669]  eta: 0:05:59  tlr: 7.5e-05  tnm: 0.41  Lm: 5.949 (5.902)  Lt: 5.307 (5.269)  Accm: 4.12 (4.19)  Acct: 6.32 (6.45)  time: 0.4090  data: 0.0003
[11-17 17:51:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [ 834/1669]  eta: 0:05:59  tlr: 7.5e-05  tnm: 0.41  Lm: 5.869 (5.855)  Lt: 5.153 (5.184)  Accm: 4.22 (4.32)  Acct: 6.63 (6.65)  time: 0.4090  data: 0.0002
[11-17 17:54:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [1251/1669]  eta: 0:02:58  tlr: 7.5e-05  tnm: 0.41  Lm: 5.890 (5.878)  Lt: 5.203 (5.216)  Accm: 4.17 (4.23)  Acct: 6.53 (6.56)  time: 0.4512  data: 0.0002
[11-17 17:54:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [1251/1669]  eta: 0:02:58  tlr: 7.5e-05  tnm: 0.41  Lm: 5.876 (5.865)  Lt: 5.226 (5.227)  Accm: 4.32 (4.38)  Acct: 6.71 (6.69)  time: 0.4512  data: 0.0002
[11-17 17:54:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [1251/1669]  eta: 0:02:58  tlr: 7.5e-05  tnm: 0.41  Lm: 5.945 (5.959)  Lt: 5.319 (5.320)  Accm: 4.14 (4.10)  Acct: 6.24 (6.27)  time: 0.4512  data: 0.0002
[11-17 17:54:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [1251/1669]  eta: 0:02:58  tlr: 7.5e-05  tnm: 0.41  Lm: 5.882 (5.873)  Lt: 5.216 (5.211)  Accm: 4.17 (4.37)  Acct: 6.47 (6.68)  time: 0.4512  data: 0.0002
[11-17 17:57:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [1668/1669]  eta: 0:00:00  tlr: 7.5e-05  tnm: 0.46  Lm: 5.875 (5.869)  Lt: 5.231 (5.218)  Accm: 4.19 (4.38)  Acct: 6.51 (6.69)  time: 0.4106  data: 0.0022
[11-17 17:57:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 188/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 17:57:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [1668/1669]  eta: 0:00:00  tlr: 7.5e-05  tnm: 0.46  Lm: 5.949 (5.885)  Lt: 5.307 (5.244)  Accm: 4.47 (4.40)  Acct: 6.63 (6.68)  time: 0.4106  data: 0.0021
[11-17 17:57:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [1668/1669]  eta: 0:00:00  tlr: 7.5e-05  tnm: 0.46  Lm: 5.869 (5.862)  Lt: 5.153 (5.199)  Accm: 4.22 (4.30)  Acct: 6.63 (6.69)  time: 0.4106  data: 0.0019
[11-17 17:57:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 188/350]  [1668/1669]  eta: 0:00:00  tlr: 7.5e-05  tnm: 0.46  Lm: 5.934 (5.932)  Lt: 5.297 (5.294)  Accm: 4.18 (4.17)  Acct: 6.47 (6.34)  time: 0.4106  data: 0.0015
[11-17 17:57:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 188/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 17:57:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 188/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 17:57:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 188/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 17:57:07] (/home/user/VAR/train.py , line 276)=>      [ep188]  (training )  Lm: 5.866 (5.875), Lt: 5.218 (5.229),  Acc m&t: 4.37 6.69,  Remain: 1 day, 7:11:55,  Finish: 2024-11-18 09:09
[11-17 17:57:07] (/home/user/VAR/train.py , line 276)=>      [ep188]  (training )  Lm: 5.866 (5.875), Lt: 5.218 (5.229),  Acc m&t: 4.37 6.69,  Remain: 1 day, 7:11:19,  Finish: 2024-11-18 09:08
[11-17 17:57:07] (/home/user/VAR/train.py , line 276)=>      [ep188]  (training )  Lm: 5.866 (5.875), Lt: 5.218 (5.229),  Acc m&t: 4.37 6.69,  Remain: 1 day, 7:11:55,  Finish: 2024-11-18 09:09
[11-17 17:57:07] (/home/user/VAR/train.py , line 276)=>      [ep188]  (training )  Lm: 5.866 (5.875), Lt: 5.218 (5.229),  Acc m&t: 4.37 6.69,  Remain: 1 day, 7:11:45,  Finish: 2024-11-18 09:08
[11-17 17:57:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [   0/1669]  eta: 0:11:31  tlr: 7.5e-05  tnm: 0.44  Lm: 5.826 (5.826)  Lt: 5.161 (5.161)  Accm: 4.42 (4.42)  Acct: 6.94 (6.94)  time: 0.4141  data: 0.0005
[11-17 17:57:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [   0/1669]  eta: 0:11:28  tlr: 7.5e-05  tnm: 0.44  Lm: 5.905 (5.905)  Lt: 5.294 (5.294)  Accm: 4.08 (4.08)  Acct: 5.92 (5.92)  time: 0.4127  data: 0.0004
[11-17 17:57:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [   0/1669]  eta: 0:11:32  tlr: 7.5e-05  tnm: 0.44  Lm: 5.980 (5.980)  Lt: 5.346 (5.346)  Accm: 4.17 (4.17)  Acct: 6.23 (6.23)  time: 0.4147  data: 0.0004
[11-17 17:57:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [   0/1669]  eta: 0:11:30  tlr: 7.5e-05  tnm: 0.44  Lm: 5.687 (5.687)  Lt: 5.027 (5.027)  Accm: 4.90 (4.90)  Acct: 7.21 (7.21)  time: 0.4139  data: 0.0004
[11-17 18:00:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [ 417/1669]  eta: 0:08:51  tlr: 7.5e-05  tnm: 0.41  Lm: 5.754 (5.754)  Lt: 5.120 (5.120)  Accm: 4.62 (4.62)  Acct: 6.88 (6.88)  time: 0.4101  data: 0.0002
[11-17 18:00:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [ 417/1669]  eta: 0:08:51  tlr: 7.5e-05  tnm: 0.41  Lm: 5.918 (5.918)  Lt: 5.269 (5.269)  Accm: 4.14 (4.14)  Acct: 6.28 (6.28)  time: 0.4101  data: 0.0002
[11-17 18:00:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [ 417/1669]  eta: 0:08:51  tlr: 7.5e-05  tnm: 0.41  Lm: 5.957 (5.957)  Lt: 5.314 (5.314)  Accm: 4.10 (4.10)  Acct: 6.35 (6.35)  time: 0.4101  data: 0.0002
[11-17 18:00:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [ 417/1669]  eta: 0:08:51  tlr: 7.5e-05  tnm: 0.41  Lm: 5.892 (5.892)  Lt: 5.265 (5.265)  Accm: 4.37 (4.37)  Acct: 6.49 (6.49)  time: 0.4101  data: 0.0002
[11-17 18:03:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [ 834/1669]  eta: 0:06:00  tlr: 7.5e-05  tnm: 0.41  Lm: 5.905 (5.908)  Lt: 5.294 (5.281)  Accm: 4.28 (4.34)  Acct: 6.46 (6.48)  time: 0.4074  data: 0.0002
[11-17 18:03:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [ 834/1669]  eta: 0:06:00  tlr: 7.5e-05  tnm: 0.41  Lm: 5.888 (5.908)  Lt: 5.257 (5.265)  Accm: 4.38 (4.22)  Acct: 6.59 (6.39)  time: 0.4074  data: 0.0002
[11-17 18:03:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [ 834/1669]  eta: 0:06:00  tlr: 7.5e-05  tnm: 0.41  Lm: 5.821 (5.798)  Lt: 5.213 (5.159)  Accm: 4.33 (4.52)  Acct: 6.54 (6.74)  time: 0.4074  data: 0.0002
[11-17 18:03:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [ 834/1669]  eta: 0:06:00  tlr: 7.5e-05  tnm: 0.41  Lm: 5.934 (5.908)  Lt: 5.283 (5.273)  Accm: 4.17 (4.18)  Acct: 6.47 (6.43)  time: 0.4074  data: 0.0002
[11-17 18:06:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [1251/1669]  eta: 0:02:59  tlr: 7.5e-05  tnm: 0.46  Lm: 5.936 (5.916)  Lt: 5.283 (5.275)  Accm: 4.10 (4.12)  Acct: 6.35 (6.34)  time: 0.4535  data: 0.0002
[11-17 18:06:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [1251/1669]  eta: 0:02:59  tlr: 7.5e-05  tnm: 0.46  Lm: 5.923 (5.926)  Lt: 5.304 (5.303)  Accm: 4.18 (4.27)  Acct: 6.27 (6.38)  time: 0.4535  data: 0.0002
[11-17 18:06:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [1251/1669]  eta: 0:02:59  tlr: 7.5e-05  tnm: 0.46  Lm: 5.824 (5.805)  Lt: 5.200 (5.166)  Accm: 4.34 (4.48)  Acct: 6.52 (6.68)  time: 0.4535  data: 0.0002
[11-17 18:06:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [1251/1669]  eta: 0:02:59  tlr: 7.5e-05  tnm: 0.46  Lm: 5.929 (5.923)  Lt: 5.296 (5.282)  Accm: 4.20 (4.17)  Acct: 6.41 (6.35)  time: 0.4535  data: 0.0002
[11-17 18:09:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [1668/1669]  eta: 0:00:00  tlr: 7.4e-05  tnm: 0.39  Lm: 5.970 (5.934)  Lt: 5.335 (5.299)  Accm: 4.03 (4.13)  Acct: 6.23 (6.30)  time: 0.4081  data: 0.0016
[11-17 18:09:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 189/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 18:09:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [1668/1669]  eta: 0:00:00  tlr: 7.4e-05  tnm: 0.39  Lm: 5.934 (5.917)  Lt: 5.283 (5.285)  Accm: 4.17 (4.14)  Acct: 6.47 (6.39)  time: 0.4081  data: 0.0014
[11-17 18:09:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [1668/1669]  eta: 0:00:00  tlr: 7.4e-05  tnm: 0.39  Lm: 5.828 (5.827)  Lt: 5.213 (5.196)  Accm: 4.35 (4.48)  Acct: 6.54 (6.69)  time: 0.4081  data: 0.0016
[11-17 18:09:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 189/350]  [1668/1669]  eta: 0:00:00  tlr: 7.4e-05  tnm: 0.39  Lm: 5.905 (5.918)  Lt: 5.294 (5.300)  Accm: 4.28 (4.28)  Acct: 6.46 (6.49)  time: 0.4081  data: 0.0017
[11-17 18:09:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 189/350]   Total time:      0:11:58   (0.430 s / it)
[11-17 18:09:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 189/350]   Total time:      0:11:58   (0.430 s / it)
[11-17 18:09:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 189/350]   Total time:      0:11:58   (0.430 s / it)
[11-17 18:11:16] (home/user/VAR/trainer.py, line 113)=> FID: 6.416152345900571
[11-17 18:11:16] (/home/user/VAR/train.py , line 259)=>  [*] [ep189]  (val 50000)  Lm: 5.8701, Lt: 5.2250, Acc m&t: 4.35 6.63,  Val cost: 131.12s
[11-17 18:11:16] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-17 18:11:44] (/home/user/VAR/train.py , line 276)=>      [ep189]  (training )  Lm: 5.866 (5.870), Lt: 5.218 (5.225),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:46:58,  Finish: 2024-11-18 08:56
[11-17 18:11:44] (/home/user/VAR/train.py , line 276)=>      [ep189]  (training )  Lm: 5.866 (5.870), Lt: 5.218 (5.225),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:46:58,  Finish: 2024-11-18 08:56
[11-17 18:11:44] (/home/user/VAR/train.py , line 276)=>      [ep189]  (training )  Lm: 5.866 (5.870), Lt: 5.218 (5.225),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:46:36,  Finish: 2024-11-18 08:55
[11-17 18:11:44] (/home/user/VAR/train.py , line 276)=>      [ep189]  (training )  Lm: 5.866 (5.870), Lt: 5.218 (5.225),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:46:48,  Finish: 2024-11-18 08:55
[11-17 18:11:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [   0/1669]  eta: 0:10:51  tlr: 7.4e-05  tnm: 0.45  Lm: 5.831 (5.831)  Lt: 5.203 (5.203)  Accm: 4.36 (4.36)  Acct: 6.85 (6.85)  time: 0.3903  data: 0.0003
[11-17 18:11:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [   0/1669]  eta: 0:10:49  tlr: 7.4e-05  tnm: 0.45  Lm: 5.858 (5.858)  Lt: 5.248 (5.248)  Accm: 4.27 (4.27)  Acct: 6.16 (6.16)  time: 0.3892  data: 0.0004
[11-17 18:11:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [   0/1669]  eta: 0:11:20  tlr: 7.4e-05  tnm: 0.45  Lm: 5.918 (5.918)  Lt: 5.264 (5.264)  Accm: 4.11 (4.11)  Acct: 5.70 (5.70)  time: 0.4076  data: 0.0003
[11-17 18:11:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [   0/1669]  eta: 0:10:48  tlr: 7.4e-05  tnm: 0.45  Lm: 5.905 (5.905)  Lt: 5.253 (5.253)  Accm: 4.25 (4.25)  Acct: 6.63 (6.63)  time: 0.3888  data: 0.0004
[11-17 18:14:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [ 417/1669]  eta: 0:08:47  tlr: 7.4e-05  tnm: 0.43  Lm: 5.909 (5.909)  Lt: 5.266 (5.266)  Accm: 4.23 (4.23)  Acct: 6.57 (6.57)  time: 0.4086  data: 0.0002
[11-17 18:14:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [ 417/1669]  eta: 0:08:47  tlr: 7.4e-05  tnm: 0.43  Lm: 5.955 (5.955)  Lt: 5.278 (5.278)  Accm: 3.98 (3.98)  Acct: 5.73 (5.73)  time: 0.4086  data: 0.0002
[11-17 18:14:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [ 417/1669]  eta: 0:08:47  tlr: 7.4e-05  tnm: 0.43  Lm: 5.833 (5.833)  Lt: 5.222 (5.222)  Accm: 4.38 (4.38)  Acct: 6.43 (6.43)  time: 0.4086  data: 0.0002
[11-17 18:14:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [ 417/1669]  eta: 0:08:47  tlr: 7.4e-05  tnm: 0.43  Lm: 5.802 (5.802)  Lt: 5.145 (5.145)  Accm: 4.41 (4.41)  Acct: 6.96 (6.96)  time: 0.4086  data: 0.0002
[11-17 18:17:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.4e-05  tnm: 0.41  Lm: 5.831 (5.847)  Lt: 5.203 (5.187)  Accm: 4.36 (4.25)  Acct: 6.85 (6.66)  time: 0.4058  data: 0.0002
[11-17 18:17:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.4e-05  tnm: 0.41  Lm: 5.918 (5.933)  Lt: 5.264 (5.264)  Accm: 4.11 (4.10)  Acct: 5.77 (6.08)  time: 0.4058  data: 0.0002
[11-17 18:17:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.4e-05  tnm: 0.41  Lm: 5.858 (5.863)  Lt: 5.248 (5.250)  Accm: 4.27 (4.23)  Acct: 6.28 (6.38)  time: 0.4058  data: 0.0002
[11-17 18:17:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.4e-05  tnm: 0.41  Lm: 5.912 (5.915)  Lt: 5.279 (5.277)  Accm: 4.21 (4.08)  Acct: 6.51 (6.32)  time: 0.4058  data: 0.0002
[11-17 18:20:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [1251/1669]  eta: 0:02:59  tlr: 7.4e-05  tnm: 0.42  Lm: 5.909 (5.894)  Lt: 5.271 (5.274)  Accm: 4.23 (4.15)  Acct: 6.43 (6.33)  time: 0.4451  data: 0.0002
[11-17 18:20:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [1251/1669]  eta: 0:02:59  tlr: 7.4e-05  tnm: 0.42  Lm: 5.904 (5.922)  Lt: 5.263 (5.263)  Accm: 4.15 (4.12)  Acct: 6.08 (6.16)  time: 0.4451  data: 0.0003
[11-17 18:20:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [1251/1669]  eta: 0:02:59  tlr: 7.4e-05  tnm: 0.42  Lm: 5.842 (5.854)  Lt: 5.222 (5.225)  Accm: 4.38 (4.31)  Acct: 6.49 (6.57)  time: 0.4451  data: 0.0002
[11-17 18:20:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [1251/1669]  eta: 0:02:59  tlr: 7.4e-05  tnm: 0.42  Lm: 5.878 (5.866)  Lt: 5.236 (5.208)  Accm: 4.20 (4.20)  Acct: 6.52 (6.54)  time: 0.4451  data: 0.0002
[11-17 18:23:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [1668/1669]  eta: 0:00:00  tlr: 7.4e-05  tnm: 0.43  Lm: 5.831 (5.858)  Lt: 5.203 (5.201)  Accm: 4.36 (4.27)  Acct: 6.82 (6.60)  time: 0.4574  data: 0.0017
[11-17 18:23:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 190/350]   Total time:      0:11:58   (0.430 s / it)
[11-17 18:23:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [1668/1669]  eta: 0:00:00  tlr: 7.4e-05  tnm: 0.43  Lm: 5.858 (5.862)  Lt: 5.217 (5.224)  Accm: 4.27 (4.30)  Acct: 6.70 (6.61)  time: 0.4574  data: 0.0022
[11-17 18:23:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [1668/1669]  eta: 0:00:00  tlr: 7.4e-05  tnm: 0.43  Lm: 5.905 (5.882)  Lt: 5.263 (5.252)  Accm: 4.25 (4.19)  Acct: 6.51 (6.41)  time: 0.4574  data: 0.0017
[11-17 18:23:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 190/350]  [1668/1669]  eta: 0:00:00  tlr: 7.4e-05  tnm: 0.43  Lm: 5.890 (5.903)  Lt: 5.261 (5.244)  Accm: 4.19 (4.19)  Acct: 6.39 (6.31)  time: 0.4574  data: 0.0015
[11-17 18:23:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 190/350]   Total time:      0:11:58   (0.430 s / it)
[11-17 18:23:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 190/350]   Total time:      0:11:58   (0.430 s / it)
[11-17 18:23:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 190/350]   Total time:      0:11:58   (0.430 s / it)
[11-17 18:23:42] (/home/user/VAR/train.py , line 276)=>      [ep190]  (training )  Lm: 5.866 (5.870), Lt: 5.218 (5.224),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:51:22,  Finish: 2024-11-18 09:15
[11-17 18:23:42] (/home/user/VAR/train.py , line 276)=>      [ep190]  (training )  Lm: 5.866 (5.870), Lt: 5.218 (5.224),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:50:54,  Finish: 2024-11-18 09:14
[11-17 18:23:42] (/home/user/VAR/train.py , line 276)=>      [ep190]  (training )  Lm: 5.866 (5.870), Lt: 5.218 (5.224),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:50:33,  Finish: 2024-11-18 09:14
[11-17 18:23:42] (/home/user/VAR/train.py , line 276)=>      [ep190]  (training )  Lm: 5.866 (5.870), Lt: 5.218 (5.224),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:50:51,  Finish: 2024-11-18 09:14
[11-17 18:23:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [   0/1669]  eta: 0:10:44  tlr: 7.4e-05  tnm: 0.41  Lm: 5.768 (5.768)  Lt: 5.091 (5.091)  Accm: 4.93 (4.93)  Acct: 7.44 (7.44)  time: 0.3861  data: 0.0004
[11-17 18:23:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [   0/1669]  eta: 0:11:16  tlr: 7.4e-05  tnm: 0.41  Lm: 5.966 (5.966)  Lt: 5.278 (5.278)  Accm: 3.88 (3.88)  Acct: 6.42 (6.42)  time: 0.4051  data: 0.0004
[11-17 18:23:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [   0/1669]  eta: 0:10:45  tlr: 7.4e-05  tnm: 0.41  Lm: 5.731 (5.731)  Lt: 5.080 (5.080)  Accm: 5.14 (5.14)  Acct: 7.94 (7.94)  time: 0.3868  data: 0.0004
[11-17 18:23:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [   0/1669]  eta: 0:10:45  tlr: 7.4e-05  tnm: 0.41  Lm: 5.990 (5.990)  Lt: 5.336 (5.336)  Accm: 4.04 (4.04)  Acct: 6.44 (6.44)  time: 0.3867  data: 0.0004
[11-17 18:26:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [ 417/1669]  eta: 0:08:43  tlr: 7.4e-05  tnm: 0.45  Lm: 5.916 (5.916)  Lt: 5.286 (5.286)  Accm: 4.09 (4.09)  Acct: 6.29 (6.29)  time: 0.4074  data: 0.0002
[11-17 18:26:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [ 417/1669]  eta: 0:08:43  tlr: 7.4e-05  tnm: 0.45  Lm: 5.905 (5.905)  Lt: 5.233 (5.233)  Accm: 4.21 (4.21)  Acct: 6.57 (6.57)  time: 0.4074  data: 0.0002
[11-17 18:26:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [ 417/1669]  eta: 0:08:43  tlr: 7.4e-05  tnm: 0.45  Lm: 5.814 (5.814)  Lt: 5.164 (5.164)  Accm: 4.67 (4.67)  Acct: 7.30 (7.30)  time: 0.4074  data: 0.0002
[11-17 18:26:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [ 417/1669]  eta: 0:08:43  tlr: 7.4e-05  tnm: 0.45  Lm: 5.820 (5.820)  Lt: 5.137 (5.137)  Accm: 4.58 (4.58)  Acct: 6.96 (6.96)  time: 0.4074  data: 0.0003
[11-17 18:29:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [ 834/1669]  eta: 0:05:50  tlr: 7.4e-05  tnm: 0.44  Lm: 5.870 (5.837)  Lt: 5.183 (5.173)  Accm: 4.22 (4.43)  Acct: 6.61 (6.85)  time: 0.4564  data: 0.0002
[11-17 18:29:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [ 834/1669]  eta: 0:05:50  tlr: 7.4e-05  tnm: 0.44  Lm: 5.925 (5.919)  Lt: 5.265 (5.279)  Accm: 4.14 (4.15)  Acct: 6.37 (6.32)  time: 0.4564  data: 0.0003
[11-17 18:29:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [ 834/1669]  eta: 0:05:50  tlr: 7.4e-05  tnm: 0.44  Lm: 5.835 (5.821)  Lt: 5.165 (5.164)  Accm: 4.56 (4.64)  Acct: 7.06 (7.22)  time: 0.4564  data: 0.0002
[11-17 18:29:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [ 834/1669]  eta: 0:05:50  tlr: 7.4e-05  tnm: 0.44  Lm: 5.844 (5.860)  Lt: 5.189 (5.195)  Accm: 4.54 (4.41)  Acct: 6.71 (6.74)  time: 0.4564  data: 0.0002
[11-17 18:32:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [1251/1669]  eta: 0:02:57  tlr: 7.4e-05  tnm: 0.44  Lm: 5.856 (5.862)  Lt: 5.211 (5.205)  Accm: 4.47 (4.41)  Acct: 6.80 (6.78)  time: 0.4499  data: 0.0002
[11-17 18:32:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [1251/1669]  eta: 0:02:57  tlr: 7.4e-05  tnm: 0.44  Lm: 5.895 (5.905)  Lt: 5.260 (5.273)  Accm: 4.12 (4.14)  Acct: 6.28 (6.29)  time: 0.4499  data: 0.0002
[11-17 18:32:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [1251/1669]  eta: 0:02:57  tlr: 7.4e-05  tnm: 0.44  Lm: 5.862 (5.841)  Lt: 5.185 (5.176)  Accm: 4.44 (4.49)  Acct: 6.91 (6.94)  time: 0.4499  data: 0.0002
[11-17 18:32:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [1251/1669]  eta: 0:02:57  tlr: 7.4e-05  tnm: 0.44  Lm: 5.867 (5.866)  Lt: 5.206 (5.208)  Accm: 4.38 (4.44)  Acct: 6.86 (6.87)  time: 0.4499  data: 0.0002
[11-17 18:35:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [1668/1669]  eta: 0:00:00  tlr: 7.4e-05  tnm: 0.42  Lm: 5.835 (5.845)  Lt: 5.165 (5.182)  Accm: 4.56 (4.49)  Acct: 6.99 (6.89)  time: 0.4516  data: 0.0018
[11-17 18:35:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 191/350]   Total time:      0:11:50   (0.425 s / it)
[11-17 18:35:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [1668/1669]  eta: 0:00:00  tlr: 7.4e-05  tnm: 0.42  Lm: 5.868 (5.881)  Lt: 5.232 (5.232)  Accm: 4.39 (4.40)  Acct: 6.71 (6.68)  time: 0.4516  data: 0.0015
[11-17 18:35:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [1668/1669]  eta: 0:00:00  tlr: 7.4e-05  tnm: 0.42  Lm: 5.855 (5.822)  Lt: 5.183 (5.153)  Accm: 4.65 (4.58)  Acct: 7.21 (7.13)  time: 0.4516  data: 0.0019
[11-17 18:35:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 191/350]  [1668/1669]  eta: 0:00:00  tlr: 7.4e-05  tnm: 0.42  Lm: 5.864 (5.876)  Lt: 5.256 (5.236)  Accm: 4.14 (4.28)  Acct: 6.37 (6.51)  time: 0.4516  data: 0.0014
[11-17 18:35:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 191/350]   Total time:      0:11:50   (0.425 s / it)
[11-17 18:35:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 191/350]   Total time:      0:11:50   (0.425 s / it)
[11-17 18:35:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 191/350]   Total time:      0:11:50   (0.425 s / it)
[11-17 18:35:32] (/home/user/VAR/train.py , line 276)=>      [ep191]  (training )  Lm: 5.866 (5.868), Lt: 5.218 (5.220),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:24:49,  Finish: 2024-11-18 09:00
[11-17 18:35:32] (/home/user/VAR/train.py , line 276)=>      [ep191]  (training )  Lm: 5.866 (5.868), Lt: 5.218 (5.220),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:25:23,  Finish: 2024-11-18 09:00
[11-17 18:35:32] (/home/user/VAR/train.py , line 276)=>      [ep191]  (training )  Lm: 5.866 (5.868), Lt: 5.218 (5.220),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:25:19,  Finish: 2024-11-18 09:00
[11-17 18:35:32] (/home/user/VAR/train.py , line 276)=>      [ep191]  (training )  Lm: 5.866 (5.868), Lt: 5.218 (5.220),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:24:57,  Finish: 2024-11-18 09:00
[11-17 18:35:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [   0/1669]  eta: 0:10:14  tlr: 7.4e-05  tnm: 0.41  Lm: 6.008 (6.008)  Lt: 5.400 (5.400)  Accm: 3.74 (3.74)  Acct: 5.60 (5.60)  time: 0.3682  data: 0.0003
[11-17 18:35:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [   0/1669]  eta: 0:10:14  tlr: 7.4e-05  tnm: 0.41  Lm: 5.856 (5.856)  Lt: 5.159 (5.159)  Accm: 4.13 (4.13)  Acct: 6.56 (6.56)  time: 0.3681  data: 0.0003
[11-17 18:35:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [   0/1669]  eta: 0:10:14  tlr: 7.4e-05  tnm: 0.41  Lm: 5.911 (5.911)  Lt: 5.289 (5.289)  Accm: 4.28 (4.28)  Acct: 6.78 (6.78)  time: 0.3683  data: 0.0004
[11-17 18:35:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [   0/1669]  eta: 0:10:14  tlr: 7.4e-05  tnm: 0.41  Lm: 5.860 (5.860)  Lt: 5.233 (5.233)  Accm: 4.35 (4.35)  Acct: 6.40 (6.40)  time: 0.3680  data: 0.0004
[11-17 18:38:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [ 417/1669]  eta: 0:08:53  tlr: 7.3e-05  tnm: 0.42  Lm: 5.850 (5.850)  Lt: 5.202 (5.202)  Accm: 4.53 (4.53)  Acct: 6.90 (6.90)  time: 0.4506  data: 0.0002
[11-17 18:38:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [ 417/1669]  eta: 0:08:53  tlr: 7.3e-05  tnm: 0.42  Lm: 5.853 (5.853)  Lt: 5.178 (5.178)  Accm: 4.36 (4.36)  Acct: 6.79 (6.79)  time: 0.4506  data: 0.0002
[11-17 18:38:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [ 417/1669]  eta: 0:08:53  tlr: 7.3e-05  tnm: 0.42  Lm: 5.883 (5.883)  Lt: 5.266 (5.266)  Accm: 4.24 (4.24)  Acct: 6.38 (6.38)  time: 0.4506  data: 0.0002
[11-17 18:38:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [ 417/1669]  eta: 0:08:53  tlr: 7.3e-05  tnm: 0.42  Lm: 5.944 (5.944)  Lt: 5.315 (5.315)  Accm: 4.00 (4.00)  Acct: 6.14 (6.14)  time: 0.4506  data: 0.0002
[11-17 18:41:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [ 834/1669]  eta: 0:05:56  tlr: 7.3e-05  tnm: 0.42  Lm: 5.911 (5.888)  Lt: 5.289 (5.269)  Accm: 4.04 (4.01)  Acct: 6.25 (6.18)  time: 0.4578  data: 0.0002
[11-17 18:41:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [ 834/1669]  eta: 0:05:56  tlr: 7.3e-05  tnm: 0.42  Lm: 5.809 (5.859)  Lt: 5.147 (5.227)  Accm: 4.72 (4.40)  Acct: 7.16 (6.64)  time: 0.4578  data: 0.0002
[11-17 18:41:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [ 834/1669]  eta: 0:05:56  tlr: 7.3e-05  tnm: 0.42  Lm: 5.856 (5.862)  Lt: 5.196 (5.193)  Accm: 4.18 (4.30)  Acct: 6.56 (6.66)  time: 0.4578  data: 0.0002
[11-17 18:41:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [ 834/1669]  eta: 0:05:56  tlr: 7.3e-05  tnm: 0.42  Lm: 5.840 (5.833)  Lt: 5.190 (5.198)  Accm: 4.57 (4.54)  Acct: 6.90 (6.90)  time: 0.4578  data: 0.0002
[11-17 18:44:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [1251/1669]  eta: 0:02:58  tlr: 7.3e-05  tnm: 0.43  Lm: 5.825 (5.827)  Lt: 5.181 (5.190)  Accm: 4.64 (4.63)  Acct: 7.15 (7.05)  time: 0.4119  data: 0.0002
[11-17 18:44:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [1251/1669]  eta: 0:02:58  tlr: 7.3e-05  tnm: 0.43  Lm: 5.896 (5.886)  Lt: 5.252 (5.255)  Accm: 4.12 (4.06)  Acct: 6.34 (6.24)  time: 0.4119  data: 0.0003
[11-17 18:44:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [1251/1669]  eta: 0:02:58  tlr: 7.3e-05  tnm: 0.43  Lm: 5.825 (5.854)  Lt: 5.166 (5.216)  Accm: 4.67 (4.45)  Acct: 6.98 (6.68)  time: 0.4119  data: 0.0002
[11-17 18:44:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [1251/1669]  eta: 0:02:58  tlr: 7.3e-05  tnm: 0.43  Lm: 5.853 (5.857)  Lt: 5.185 (5.189)  Accm: 4.35 (4.35)  Acct: 6.65 (6.68)  time: 0.4119  data: 0.0002
[11-17 18:47:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [1668/1669]  eta: 0:00:00  tlr: 7.3e-05  tnm: 0.44  Lm: 5.856 (5.874)  Lt: 5.196 (5.213)  Accm: 4.18 (4.27)  Acct: 6.56 (6.54)  time: 0.4116  data: 0.0021
[11-17 18:47:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 192/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 18:47:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [1668/1669]  eta: 0:00:00  tlr: 7.3e-05  tnm: 0.44  Lm: 5.841 (5.852)  Lt: 5.185 (5.216)  Accm: 4.72 (4.51)  Acct: 7.11 (6.77)  time: 0.4116  data: 0.0015
[11-17 18:47:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [1668/1669]  eta: 0:00:00  tlr: 7.3e-05  tnm: 0.44  Lm: 5.881 (5.877)  Lt: 5.219 (5.248)  Accm: 4.20 (4.13)  Acct: 6.42 (6.32)  time: 0.4116  data: 0.0017
[11-17 18:47:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 192/350]  [1668/1669]  eta: 0:00:00  tlr: 7.3e-05  tnm: 0.44  Lm: 5.810 (5.819)  Lt: 5.172 (5.170)  Accm: 4.71 (4.65)  Acct: 7.25 (7.09)  time: 0.4116  data: 0.0015
[11-17 18:47:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 192/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 18:47:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 192/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 18:47:27] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 192/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 18:47:27] (/home/user/VAR/train.py , line 276)=>      [ep192]  (training )  Lm: 5.866 (5.874), Lt: 5.218 (5.231),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:16:03,  Finish: 2024-11-18 09:03
[11-17 18:47:27] (/home/user/VAR/train.py , line 276)=>      [ep192]  (training )  Lm: 5.866 (5.874), Lt: 5.218 (5.231),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:15:55,  Finish: 2024-11-18 09:03
[11-17 18:47:27] (/home/user/VAR/train.py , line 276)=>      [ep192]  (training )  Lm: 5.866 (5.874), Lt: 5.218 (5.231),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:15:37,  Finish: 2024-11-18 09:03
[11-17 18:47:27] (/home/user/VAR/train.py , line 276)=>      [ep192]  (training )  Lm: 5.866 (5.874), Lt: 5.218 (5.231),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:15:32,  Finish: 2024-11-18 09:02
[11-17 18:47:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [   0/1669]  eta: 0:10:26  tlr: 7.3e-05  tnm: 0.45  Lm: 5.979 (5.979)  Lt: 5.361 (5.361)  Accm: 3.98 (3.98)  Acct: 6.35 (6.35)  time: 0.3754  data: 0.0003
[11-17 18:47:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [   0/1669]  eta: 0:10:18  tlr: 7.3e-05  tnm: 0.45  Lm: 5.759 (5.759)  Lt: 5.113 (5.113)  Accm: 4.72 (4.72)  Acct: 6.80 (6.80)  time: 0.3708  data: 0.0004
[11-17 18:47:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [   0/1669]  eta: 0:10:19  tlr: 7.3e-05  tnm: 0.45  Lm: 5.939 (5.939)  Lt: 5.291 (5.291)  Accm: 3.96 (3.96)  Acct: 5.75 (5.75)  time: 0.3709  data: 0.0003
[11-17 18:47:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [   0/1669]  eta: 0:10:18  tlr: 7.3e-05  tnm: 0.45  Lm: 5.960 (5.960)  Lt: 5.293 (5.293)  Accm: 4.18 (4.18)  Acct: 6.78 (6.78)  time: 0.3705  data: 0.0004
[11-17 18:50:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [ 417/1669]  eta: 0:08:58  tlr: 7.3e-05  tnm: 0.41  Lm: 5.880 (5.880)  Lt: 5.223 (5.223)  Accm: 4.41 (4.41)  Acct: 6.96 (6.96)  time: 0.4588  data: 0.0002
[11-17 18:50:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [ 417/1669]  eta: 0:08:58  tlr: 7.3e-05  tnm: 0.41  Lm: 5.912 (5.912)  Lt: 5.279 (5.279)  Accm: 4.02 (4.02)  Acct: 6.25 (6.25)  time: 0.4588  data: 0.0002
[11-17 18:50:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [ 417/1669]  eta: 0:08:58  tlr: 7.3e-05  tnm: 0.41  Lm: 5.776 (5.776)  Lt: 5.112 (5.112)  Accm: 4.72 (4.72)  Acct: 7.09 (7.09)  time: 0.4588  data: 0.0002
[11-17 18:50:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [ 417/1669]  eta: 0:08:58  tlr: 7.3e-05  tnm: 0.41  Lm: 5.940 (5.940)  Lt: 5.286 (5.286)  Accm: 4.02 (4.02)  Acct: 6.01 (6.01)  time: 0.4588  data: 0.0002
[11-17 18:53:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.3e-05  tnm: 0.42  Lm: 5.942 (5.996)  Lt: 5.291 (5.351)  Accm: 3.96 (3.92)  Acct: 5.75 (5.89)  time: 0.4128  data: 0.0002
[11-17 18:53:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.3e-05  tnm: 0.42  Lm: 5.793 (5.840)  Lt: 5.113 (5.191)  Accm: 4.72 (4.44)  Acct: 6.80 (6.76)  time: 0.4128  data: 0.0002
[11-17 18:53:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.3e-05  tnm: 0.42  Lm: 5.956 (5.927)  Lt: 5.323 (5.294)  Accm: 3.98 (3.97)  Acct: 6.15 (6.10)  time: 0.4128  data: 0.0002
[11-17 18:53:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.3e-05  tnm: 0.42  Lm: 5.887 (5.882)  Lt: 5.273 (5.240)  Accm: 4.50 (4.44)  Acct: 6.78 (6.86)  time: 0.4128  data: 0.0002
[11-17 18:56:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [1251/1669]  eta: 0:02:59  tlr: 7.3e-05  tnm: 0.43  Lm: 5.852 (5.866)  Lt: 5.227 (5.225)  Accm: 4.54 (4.47)  Acct: 6.72 (6.74)  time: 0.4158  data: 0.0002
[11-17 18:56:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [1251/1669]  eta: 0:02:59  tlr: 7.3e-05  tnm: 0.43  Lm: 5.794 (5.828)  Lt: 5.136 (5.183)  Accm: 4.69 (4.50)  Acct: 6.90 (6.81)  time: 0.4158  data: 0.0002
[11-17 18:56:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [1251/1669]  eta: 0:02:59  tlr: 7.3e-05  tnm: 0.43  Lm: 5.901 (5.872)  Lt: 5.260 (5.236)  Accm: 4.02 (4.28)  Acct: 6.25 (6.49)  time: 0.4158  data: 0.0002
[11-17 18:56:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [1251/1669]  eta: 0:02:59  tlr: 7.3e-05  tnm: 0.43  Lm: 5.940 (5.954)  Lt: 5.286 (5.309)  Accm: 4.02 (4.09)  Acct: 6.01 (6.07)  time: 0.4158  data: 0.0002
[11-17 18:59:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [1668/1669]  eta: 0:00:00  tlr: 7.3e-05  tnm: 0.45  Lm: 5.942 (5.954)  Lt: 5.291 (5.312)  Accm: 4.08 (4.11)  Acct: 6.27 (6.12)  time: 0.4143  data: 0.0016
[11-17 18:59:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 193/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 18:59:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [1668/1669]  eta: 0:00:00  tlr: 7.3e-05  tnm: 0.45  Lm: 5.795 (5.830)  Lt: 5.153 (5.177)  Accm: 4.67 (4.50)  Acct: 6.85 (6.82)  time: 0.4143  data: 0.0020
[11-17 18:59:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [1668/1669]  eta: 0:00:00  tlr: 7.3e-05  tnm: 0.45  Lm: 5.900 (5.878)  Lt: 5.257 (5.240)  Accm: 4.06 (4.24)  Acct: 6.15 (6.41)  time: 0.4143  data: 0.0016
[11-17 18:59:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 193/350]  [1668/1669]  eta: 0:00:00  tlr: 7.3e-05  tnm: 0.45  Lm: 5.887 (5.875)  Lt: 5.249 (5.230)  Accm: 4.50 (4.47)  Acct: 6.78 (6.77)  time: 0.4143  data: 0.0017
[11-17 18:59:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 193/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 18:59:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 193/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 18:59:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 193/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 18:59:19] (/home/user/VAR/train.py , line 276)=>      [ep193]  (training )  Lm: 5.866 (5.869), Lt: 5.218 (5.220),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:11:34,  Finish: 2024-11-18 09:10
[11-17 18:59:19] (/home/user/VAR/train.py , line 276)=>      [ep193]  (training )  Lm: 5.866 (5.869), Lt: 5.218 (5.220),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:11:24,  Finish: 2024-11-18 09:10
[11-17 18:59:19] (/home/user/VAR/train.py , line 276)=>      [ep193]  (training )  Lm: 5.866 (5.869), Lt: 5.218 (5.220),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:11:21,  Finish: 2024-11-18 09:10
[11-17 18:59:19] (/home/user/VAR/train.py , line 276)=>      [ep193]  (training )  Lm: 5.866 (5.869), Lt: 5.218 (5.220),  Acc m&t: 4.37 6.69,  Remain: 1 day, 6:11:02,  Finish: 2024-11-18 09:10
[11-17 18:59:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [   0/1669]  eta: 0:10:34  tlr: 7.3e-05  tnm: 0.42  Lm: 5.894 (5.894)  Lt: 5.284 (5.284)  Accm: 4.04 (4.04)  Acct: 6.04 (6.04)  time: 0.3799  data: 0.0003
[11-17 18:59:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [   0/1669]  eta: 0:10:35  tlr: 7.3e-05  tnm: 0.42  Lm: 5.749 (5.749)  Lt: 5.053 (5.053)  Accm: 5.37 (5.37)  Acct: 8.30 (8.30)  time: 0.3806  data: 0.0004
[11-17 18:59:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [   0/1669]  eta: 0:10:35  tlr: 7.3e-05  tnm: 0.42  Lm: 5.769 (5.769)  Lt: 5.096 (5.096)  Accm: 4.68 (4.68)  Acct: 7.16 (7.16)  time: 0.3806  data: 0.0004
[11-17 18:59:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [   0/1669]  eta: 0:10:34  tlr: 7.3e-05  tnm: 0.42  Lm: 5.885 (5.885)  Lt: 5.245 (5.245)  Accm: 4.29 (4.29)  Acct: 6.90 (6.90)  time: 0.3804  data: 0.0004
[11-17 19:02:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [ 417/1669]  eta: 0:09:11  tlr: 7.2e-05  tnm: 0.43  Lm: 5.929 (5.929)  Lt: 5.301 (5.301)  Accm: 3.94 (3.94)  Acct: 6.14 (6.14)  time: 0.4528  data: 0.0002
[11-17 19:02:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [ 417/1669]  eta: 0:09:11  tlr: 7.2e-05  tnm: 0.43  Lm: 5.884 (5.884)  Lt: 5.252 (5.252)  Accm: 4.12 (4.12)  Acct: 6.32 (6.32)  time: 0.4528  data: 0.0002
[11-17 19:02:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [ 417/1669]  eta: 0:09:11  tlr: 7.2e-05  tnm: 0.43  Lm: 5.824 (5.824)  Lt: 5.154 (5.154)  Accm: 4.76 (4.76)  Acct: 7.52 (7.52)  time: 0.4528  data: 0.0002
[11-17 19:02:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [ 417/1669]  eta: 0:09:11  tlr: 7.2e-05  tnm: 0.43  Lm: 5.869 (5.869)  Lt: 5.217 (5.217)  Accm: 4.43 (4.43)  Acct: 6.72 (6.72)  time: 0.4528  data: 0.0002
[11-17 19:05:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [ 834/1669]  eta: 0:06:01  tlr: 7.2e-05  tnm: 0.48  Lm: 5.964 (5.900)  Lt: 5.316 (5.250)  Accm: 4.18 (4.30)  Acct: 6.28 (6.55)  time: 0.4494  data: 0.0002
[11-17 19:05:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [ 834/1669]  eta: 0:06:01  tlr: 7.2e-05  tnm: 0.48  Lm: 5.875 (5.840)  Lt: 5.220 (5.201)  Accm: 4.20 (4.34)  Acct: 6.59 (6.66)  time: 0.4494  data: 0.0003
[11-17 19:05:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [ 834/1669]  eta: 0:06:01  tlr: 7.2e-05  tnm: 0.48  Lm: 5.900 (5.871)  Lt: 5.255 (5.206)  Accm: 4.14 (4.52)  Acct: 6.73 (7.11)  time: 0.4494  data: 0.0002
[11-17 19:05:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [ 834/1669]  eta: 0:06:01  tlr: 7.2e-05  tnm: 0.48  Lm: 5.885 (5.868)  Lt: 5.245 (5.236)  Accm: 4.29 (4.25)  Acct: 6.90 (6.47)  time: 0.4494  data: 0.0003
[11-17 19:08:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [1251/1669]  eta: 0:02:59  tlr: 7.2e-05  tnm: 0.45  Lm: 5.866 (5.854)  Lt: 5.206 (5.202)  Accm: 4.43 (4.49)  Acct: 6.72 (6.93)  time: 0.4057  data: 0.0002
[11-17 19:08:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [1251/1669]  eta: 0:02:59  tlr: 7.2e-05  tnm: 0.45  Lm: 5.884 (5.859)  Lt: 5.239 (5.215)  Accm: 4.12 (4.24)  Acct: 6.34 (6.52)  time: 0.4057  data: 0.0002
[11-17 19:08:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [1251/1669]  eta: 0:02:59  tlr: 7.2e-05  tnm: 0.45  Lm: 5.924 (5.890)  Lt: 5.282 (5.237)  Accm: 4.12 (4.41)  Acct: 6.51 (6.82)  time: 0.4057  data: 0.0002
[11-17 19:08:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [1251/1669]  eta: 0:02:59  tlr: 7.2e-05  tnm: 0.45  Lm: 5.866 (5.863)  Lt: 5.224 (5.228)  Accm: 4.30 (4.26)  Acct: 6.64 (6.45)  time: 0.4057  data: 0.0003
[11-17 19:11:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [1668/1669]  eta: 0:00:00  tlr: 7.2e-05  tnm: 0.42  Lm: 5.848 (5.860)  Lt: 5.203 (5.222)  Accm: 4.31 (4.35)  Acct: 6.90 (6.56)  time: 0.5067  data: 0.0014
[11-17 19:11:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 194/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 19:11:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [1668/1669]  eta: 0:00:00  tlr: 7.2e-05  tnm: 0.42  Lm: 5.894 (5.867)  Lt: 5.258 (5.232)  Accm: 4.09 (4.21)  Acct: 6.10 (6.40)  time: 0.5067  data: 0.0017
[11-17 19:11:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [1668/1669]  eta: 0:00:00  tlr: 7.2e-05  tnm: 0.42  Lm: 5.914 (5.866)  Lt: 5.285 (5.218)  Accm: 4.18 (4.38)  Acct: 6.28 (6.75)  time: 0.5067  data: 0.0016
[11-17 19:11:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 194/350]  [1668/1669]  eta: 0:00:00  tlr: 7.2e-05  tnm: 0.42  Lm: 5.916 (5.895)  Lt: 5.303 (5.250)  Accm: 4.14 (4.37)  Acct: 6.30 (6.72)  time: 0.5067  data: 0.0019
[11-17 19:11:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 194/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 19:11:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 194/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 19:11:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 194/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 19:11:15] (/home/user/VAR/train.py , line 276)=>      [ep194]  (training )  Lm: 5.866 (5.878), Lt: 5.218 (5.236),  Acc m&t: 4.37 6.69,  Remain: 1 day, 5:50:43,  Finish: 2024-11-18 09:01
[11-17 19:11:15] (/home/user/VAR/train.py , line 276)=>      [ep194]  (training )  Lm: 5.866 (5.878), Lt: 5.218 (5.236),  Acc m&t: 4.37 6.69,  Remain: 1 day, 5:50:27,  Finish: 2024-11-18 09:01
[11-17 19:11:15] (/home/user/VAR/train.py , line 276)=>      [ep194]  (training )  Lm: 5.866 (5.878), Lt: 5.218 (5.236),  Acc m&t: 4.37 6.69,  Remain: 1 day, 5:50:13,  Finish: 2024-11-18 09:01
[11-17 19:11:15] (/home/user/VAR/train.py , line 276)=>      [ep194]  (training )  Lm: 5.866 (5.878), Lt: 5.218 (5.236),  Acc m&t: 4.37 6.69,  Remain: 1 day, 5:50:23,  Finish: 2024-11-18 09:01
[11-17 19:11:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [   0/1669]  eta: 0:10:09  tlr: 7.2e-05  tnm: 0.44  Lm: 5.771 (5.771)  Lt: 5.080 (5.080)  Accm: 4.58 (4.58)  Acct: 7.21 (7.21)  time: 0.3649  data: 0.0004
[11-17 19:11:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [   0/1669]  eta: 0:10:09  tlr: 7.2e-05  tnm: 0.44  Lm: 5.838 (5.838)  Lt: 5.173 (5.173)  Accm: 4.45 (4.45)  Acct: 6.82 (6.82)  time: 0.3652  data: 0.0004
[11-17 19:11:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [   0/1669]  eta: 0:09:52  tlr: 7.2e-05  tnm: 0.44  Lm: 6.001 (6.001)  Lt: 5.404 (5.404)  Accm: 4.00 (4.00)  Acct: 6.08 (6.08)  time: 0.3551  data: 0.0004
[11-17 19:11:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [   0/1669]  eta: 0:10:08  tlr: 7.2e-05  tnm: 0.44  Lm: 5.945 (5.945)  Lt: 5.291 (5.291)  Accm: 3.64 (3.64)  Acct: 5.54 (5.54)  time: 0.3648  data: 0.0004
[11-17 19:14:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [ 417/1669]  eta: 0:09:08  tlr: 7.2e-05  tnm: 0.47  Lm: 5.940 (5.940)  Lt: 5.298 (5.298)  Accm: 3.99 (3.99)  Acct: 5.90 (5.90)  time: 0.4962  data: 0.0002
[11-17 19:14:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [ 417/1669]  eta: 0:09:08  tlr: 7.2e-05  tnm: 0.47  Lm: 5.860 (5.860)  Lt: 5.183 (5.183)  Accm: 4.36 (4.36)  Acct: 6.71 (6.71)  time: 0.4962  data: 0.0002
[11-17 19:14:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [ 417/1669]  eta: 0:09:08  tlr: 7.2e-05  tnm: 0.47  Lm: 5.772 (5.772)  Lt: 5.085 (5.085)  Accm: 4.78 (4.78)  Acct: 7.56 (7.56)  time: 0.4962  data: 0.0002
[11-17 19:14:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [ 417/1669]  eta: 0:09:08  tlr: 7.2e-05  tnm: 0.47  Lm: 5.822 (5.822)  Lt: 5.199 (5.199)  Accm: 4.69 (4.69)  Acct: 7.16 (7.16)  time: 0.4962  data: 0.0003
[11-17 19:17:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [ 834/1669]  eta: 0:05:57  tlr: 7.2e-05  tnm: 0.39  Lm: 5.892 (5.845)  Lt: 5.274 (5.224)  Accm: 4.10 (4.49)  Acct: 6.13 (6.82)  time: 0.4142  data: 0.0002
[11-17 19:17:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [ 834/1669]  eta: 0:05:57  tlr: 7.2e-05  tnm: 0.39  Lm: 5.883 (5.888)  Lt: 5.193 (5.218)  Accm: 4.28 (4.31)  Acct: 6.61 (6.65)  time: 0.4142  data: 0.0002
[11-17 19:17:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [ 834/1669]  eta: 0:05:57  tlr: 7.2e-05  tnm: 0.39  Lm: 5.773 (5.794)  Lt: 5.091 (5.100)  Accm: 4.73 (4.76)  Acct: 7.32 (7.48)  time: 0.4142  data: 0.0002
[11-17 19:17:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [ 834/1669]  eta: 0:05:57  tlr: 7.2e-05  tnm: 0.39  Lm: 5.935 (5.914)  Lt: 5.291 (5.275)  Accm: 4.13 (4.04)  Acct: 6.22 (6.00)  time: 0.4142  data: 0.0002
[11-17 19:20:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [1251/1669]  eta: 0:02:58  tlr: 7.2e-05  tnm: 0.41  Lm: 5.899 (5.841)  Lt: 5.260 (5.190)  Accm: 4.24 (4.40)  Acct: 6.23 (6.62)  time: 0.4090  data: 0.0002
[11-17 19:20:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [1251/1669]  eta: 0:02:58  tlr: 7.2e-05  tnm: 0.41  Lm: 5.794 (5.800)  Lt: 5.110 (5.110)  Accm: 4.68 (4.73)  Acct: 7.27 (7.28)  time: 0.4090  data: 0.0002
[11-17 19:20:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [1251/1669]  eta: 0:02:58  tlr: 7.2e-05  tnm: 0.41  Lm: 5.944 (5.883)  Lt: 5.307 (5.253)  Accm: 4.05 (4.28)  Acct: 6.10 (6.53)  time: 0.4090  data: 0.0002
[11-17 19:20:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [1251/1669]  eta: 0:02:58  tlr: 7.2e-05  tnm: 0.41  Lm: 5.860 (5.834)  Lt: 5.183 (5.163)  Accm: 4.36 (4.54)  Acct: 6.71 (7.00)  time: 0.4090  data: 0.0002
[11-17 19:23:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [1668/1669]  eta: 0:00:00  tlr: 7.2e-05  tnm: 0.41  Lm: 5.874 (5.842)  Lt: 5.193 (5.175)  Accm: 4.34 (4.50)  Acct: 6.61 (6.91)  time: 0.4142  data: 0.0015
[11-17 19:23:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 195/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 19:23:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [1668/1669]  eta: 0:00:00  tlr: 7.2e-05  tnm: 0.41  Lm: 5.815 (5.803)  Lt: 5.130 (5.120)  Accm: 4.63 (4.67)  Acct: 7.21 (7.13)  time: 0.4142  data: 0.0021
[11-17 19:23:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [1668/1669]  eta: 0:00:00  tlr: 7.2e-05  tnm: 0.41  Lm: 5.868 (5.846)  Lt: 5.228 (5.197)  Accm: 4.34 (4.41)  Acct: 6.25 (6.69)  time: 0.4142  data: 0.0015
[11-17 19:23:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 195/350]  [1668/1669]  eta: 0:00:00  tlr: 7.2e-05  tnm: 0.41  Lm: 5.892 (5.873)  Lt: 5.274 (5.236)  Accm: 4.10 (4.32)  Acct: 6.13 (6.57)  time: 0.4142  data: 0.0026
[11-17 19:23:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 195/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 19:23:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 195/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 19:23:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 195/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 19:23:10] (/home/user/VAR/train.py , line 276)=>      [ep195]  (training )  Lm: 5.865 (5.865), Lt: 5.217 (5.217),  Acc m&t: 4.37 6.69,  Remain: 1 day, 5:56:23,  Finish: 2024-11-18 09:19
[11-17 19:23:10] (/home/user/VAR/train.py , line 276)=>      [ep195]  (training )  Lm: 5.865 (5.865), Lt: 5.217 (5.217),  Acc m&t: 4.37 6.69,  Remain: 1 day, 5:55:58,  Finish: 2024-11-18 09:19
[11-17 19:23:10] (/home/user/VAR/train.py , line 276)=>      [ep195]  (training )  Lm: 5.865 (5.865), Lt: 5.217 (5.217),  Acc m&t: 4.37 6.69,  Remain: 1 day, 5:55:34,  Finish: 2024-11-18 09:18
[11-17 19:23:10] (/home/user/VAR/train.py , line 276)=>      [ep195]  (training )  Lm: 5.865 (5.865), Lt: 5.217 (5.217),  Acc m&t: 4.37 6.69,  Remain: 1 day, 5:56:14,  Finish: 2024-11-18 09:19
[11-17 19:23:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [   0/1669]  eta: 0:10:32  tlr: 7.2e-05  tnm: 0.43  Lm: 5.849 (5.849)  Lt: 5.237 (5.237)  Accm: 4.17 (4.17)  Acct: 6.73 (6.73)  time: 0.3788  data: 0.0004
[11-17 19:23:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [   0/1669]  eta: 0:10:38  tlr: 7.2e-05  tnm: 0.43  Lm: 5.864 (5.864)  Lt: 5.221 (5.221)  Accm: 4.35 (4.35)  Acct: 6.61 (6.61)  time: 0.3827  data: 0.0004
[11-17 19:23:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [   0/1669]  eta: 0:10:35  tlr: 7.2e-05  tnm: 0.43  Lm: 5.896 (5.896)  Lt: 5.253 (5.253)  Accm: 4.28 (4.28)  Acct: 6.28 (6.28)  time: 0.3810  data: 0.0003
[11-17 19:23:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [   0/1669]  eta: 0:10:38  tlr: 7.2e-05  tnm: 0.43  Lm: 5.888 (5.888)  Lt: 5.253 (5.253)  Accm: 4.06 (4.06)  Acct: 6.44 (6.44)  time: 0.3828  data: 0.0003
[11-17 19:26:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [ 417/1669]  eta: 0:09:03  tlr: 7.2e-05  tnm: 0.42  Lm: 5.907 (5.907)  Lt: 5.289 (5.289)  Accm: 3.98 (3.98)  Acct: 6.08 (6.08)  time: 0.4493  data: 0.0002
[11-17 19:26:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [ 417/1669]  eta: 0:09:03  tlr: 7.2e-05  tnm: 0.42  Lm: 5.850 (5.850)  Lt: 5.230 (5.230)  Accm: 4.24 (4.24)  Acct: 6.69 (6.69)  time: 0.4493  data: 0.0002
[11-17 19:26:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [ 417/1669]  eta: 0:09:03  tlr: 7.2e-05  tnm: 0.42  Lm: 5.968 (5.968)  Lt: 5.342 (5.342)  Accm: 4.06 (4.06)  Acct: 6.08 (6.08)  time: 0.4493  data: 0.0003
[11-17 19:26:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [ 417/1669]  eta: 0:09:03  tlr: 7.2e-05  tnm: 0.42  Lm: 5.864 (5.864)  Lt: 5.238 (5.238)  Accm: 4.41 (4.41)  Acct: 6.73 (6.73)  time: 0.4493  data: 0.0002
[11-17 19:29:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [ 834/1669]  eta: 0:05:53  tlr: 7.1e-05  tnm: 0.42  Lm: 5.864 (5.852)  Lt: 5.221 (5.214)  Accm: 4.35 (4.34)  Acct: 6.61 (6.69)  time: 0.4075  data: 0.0002
[11-17 19:29:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [ 834/1669]  eta: 0:05:53  tlr: 7.1e-05  tnm: 0.42  Lm: 5.849 (5.799)  Lt: 5.222 (5.164)  Accm: 4.31 (4.43)  Acct: 6.73 (6.88)  time: 0.4075  data: 0.0002
[11-17 19:29:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [ 834/1669]  eta: 0:05:53  tlr: 7.1e-05  tnm: 0.42  Lm: 5.896 (5.937)  Lt: 5.253 (5.285)  Accm: 4.14 (4.09)  Acct: 6.28 (6.24)  time: 0.4075  data: 0.0002
[11-17 19:29:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [ 834/1669]  eta: 0:05:53  tlr: 7.1e-05  tnm: 0.42  Lm: 5.925 (5.916)  Lt: 5.288 (5.288)  Accm: 3.91 (3.96)  Acct: 6.20 (6.12)  time: 0.4075  data: 0.0002
[11-17 19:32:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [1251/1669]  eta: 0:02:58  tlr: 7.1e-05  tnm: 0.42  Lm: 5.907 (5.889)  Lt: 5.271 (5.251)  Accm: 3.98 (4.11)  Acct: 6.32 (6.37)  time: 0.4131  data: 0.0002
[11-17 19:32:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [1251/1669]  eta: 0:02:58  tlr: 7.1e-05  tnm: 0.42  Lm: 5.850 (5.823)  Lt: 5.230 (5.197)  Accm: 4.24 (4.33)  Acct: 6.69 (6.71)  time: 0.4131  data: 0.0002
[11-17 19:32:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [1251/1669]  eta: 0:02:58  tlr: 7.1e-05  tnm: 0.42  Lm: 5.864 (5.879)  Lt: 5.238 (5.234)  Accm: 4.33 (4.33)  Acct: 6.65 (6.68)  time: 0.4131  data: 0.0002
[11-17 19:32:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [1251/1669]  eta: 0:02:58  tlr: 7.1e-05  tnm: 0.42  Lm: 5.886 (5.913)  Lt: 5.215 (5.258)  Accm: 4.21 (4.26)  Acct: 6.42 (6.56)  time: 0.4131  data: 0.0003
[11-17 19:35:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [1668/1669]  eta: 0:00:00  tlr: 7.1e-05  tnm: 0.43  Lm: 5.876 (5.892)  Lt: 5.201 (5.247)  Accm: 4.28 (4.35)  Acct: 6.56 (6.69)  time: 0.4147  data: 0.0023
[11-17 19:35:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 196/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 19:35:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [1668/1669]  eta: 0:00:00  tlr: 7.1e-05  tnm: 0.43  Lm: 5.849 (5.812)  Lt: 5.222 (5.161)  Accm: 4.31 (4.37)  Acct: 6.73 (6.79)  time: 0.4147  data: 0.0022
[11-17 19:35:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [1668/1669]  eta: 0:00:00  tlr: 7.1e-05  tnm: 0.43  Lm: 5.888 (5.865)  Lt: 5.253 (5.216)  Accm: 4.06 (4.20)  Acct: 6.44 (6.55)  time: 0.4147  data: 0.0014
[11-17 19:35:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 196/350]  [1668/1669]  eta: 0:00:00  tlr: 7.1e-05  tnm: 0.43  Lm: 5.864 (5.861)  Lt: 5.221 (5.217)  Accm: 4.35 (4.42)  Acct: 6.68 (6.84)  time: 0.4147  data: 0.0017
[11-17 19:35:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 196/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 19:35:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 196/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 19:35:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 196/350]   Total time:      0:11:55   (0.429 s / it)
[11-17 19:35:05] (/home/user/VAR/train.py , line 276)=>      [ep196]  (training )  Lm: 5.865 (5.872), Lt: 5.217 (5.226),  Acc m&t: 4.37 6.69,  Remain: 1 day, 5:42:58,  Finish: 2024-11-18 09:18
[11-17 19:35:05] (/home/user/VAR/train.py , line 276)=>      [ep196]  (training )  Lm: 5.865 (5.872), Lt: 5.217 (5.226),  Acc m&t: 4.37 6.69,  Remain: 1 day, 5:42:40,  Finish: 2024-11-18 09:17
[11-17 19:35:05] (/home/user/VAR/train.py , line 276)=>      [ep196]  (training )  Lm: 5.865 (5.872), Lt: 5.217 (5.226),  Acc m&t: 4.37 6.69,  Remain: 1 day, 5:43:23,  Finish: 2024-11-18 09:18
[11-17 19:35:05] (/home/user/VAR/train.py , line 276)=>      [ep196]  (training )  Lm: 5.865 (5.872), Lt: 5.217 (5.226),  Acc m&t: 4.37 6.69,  Remain: 1 day, 5:44:02,  Finish: 2024-11-18 09:19
[11-17 19:35:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [   0/1669]  eta: 0:10:26  tlr: 7.1e-05  tnm: 0.40  Lm: 5.922 (5.922)  Lt: 5.299 (5.299)  Accm: 4.20 (4.20)  Acct: 6.39 (6.39)  time: 0.3752  data: 0.0003
[11-17 19:35:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [   0/1669]  eta: 0:10:24  tlr: 7.1e-05  tnm: 0.40  Lm: 5.851 (5.851)  Lt: 5.203 (5.203)  Accm: 4.38 (4.38)  Acct: 6.65 (6.65)  time: 0.3743  data: 0.0004
[11-17 19:35:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [   0/1669]  eta: 0:10:19  tlr: 7.1e-05  tnm: 0.40  Lm: 5.779 (5.779)  Lt: 5.058 (5.058)  Accm: 4.71 (4.71)  Acct: 6.84 (6.84)  time: 0.3711  data: 0.0004
[11-17 19:35:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [   0/1669]  eta: 0:10:26  tlr: 7.1e-05  tnm: 0.40  Lm: 5.796 (5.796)  Lt: 5.095 (5.095)  Accm: 4.62 (4.62)  Acct: 6.89 (6.89)  time: 0.3751  data: 0.0004
[11-17 19:38:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [ 417/1669]  eta: 0:09:03  tlr: 7.1e-05  tnm: 0.40  Lm: 5.902 (5.902)  Lt: 5.243 (5.243)  Accm: 4.13 (4.13)  Acct: 5.98 (5.98)  time: 0.4108  data: 0.0003
[11-17 19:38:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [ 417/1669]  eta: 0:09:03  tlr: 7.1e-05  tnm: 0.40  Lm: 5.908 (5.908)  Lt: 5.297 (5.297)  Accm: 4.15 (4.15)  Acct: 6.28 (6.28)  time: 0.4108  data: 0.0002
[11-17 19:38:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [ 417/1669]  eta: 0:09:03  tlr: 7.1e-05  tnm: 0.40  Lm: 5.834 (5.834)  Lt: 5.157 (5.157)  Accm: 4.52 (4.52)  Acct: 6.85 (6.85)  time: 0.4108  data: 0.0002
[11-17 19:38:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [ 417/1669]  eta: 0:09:03  tlr: 7.1e-05  tnm: 0.40  Lm: 5.893 (5.893)  Lt: 5.259 (5.259)  Accm: 4.39 (4.39)  Acct: 6.65 (6.65)  time: 0.4108  data: 0.0002
[11-17 19:41:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [ 834/1669]  eta: 0:05:57  tlr: 7.1e-05  tnm: 0.43  Lm: 5.869 (5.885)  Lt: 5.219 (5.239)  Accm: 4.39 (4.39)  Acct: 6.85 (6.72)  time: 0.4092  data: 0.0002
[11-17 19:41:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [ 834/1669]  eta: 0:05:57  tlr: 7.1e-05  tnm: 0.43  Lm: 5.941 (5.919)  Lt: 5.281 (5.292)  Accm: 4.28 (4.19)  Acct: 6.61 (6.39)  time: 0.4092  data: 0.0003
[11-17 19:41:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [ 834/1669]  eta: 0:05:57  tlr: 7.1e-05  tnm: 0.43  Lm: 5.866 (5.845)  Lt: 5.192 (5.169)  Accm: 4.34 (4.42)  Acct: 6.87 (6.86)  time: 0.4092  data: 0.0002
[11-17 19:41:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [ 834/1669]  eta: 0:05:57  tlr: 7.1e-05  tnm: 0.43  Lm: 5.961 (5.921)  Lt: 5.301 (5.263)  Accm: 4.12 (4.13)  Acct: 6.54 (6.17)  time: 0.4092  data: 0.0002
[11-17 19:44:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [1251/1669]  eta: 0:02:59  tlr: 7.1e-05  tnm: 0.39  Lm: 5.916 (5.909)  Lt: 5.268 (5.256)  Accm: 4.31 (4.22)  Acct: 6.52 (6.25)  time: 0.4092  data: 0.0003
[11-17 19:44:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [1251/1669]  eta: 0:02:59  tlr: 7.1e-05  tnm: 0.39  Lm: 5.926 (5.917)  Lt: 5.279 (5.288)  Accm: 4.24 (4.19)  Acct: 6.57 (6.43)  time: 0.4092  data: 0.0002
[11-17 19:44:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [1251/1669]  eta: 0:02:59  tlr: 7.1e-05  tnm: 0.39  Lm: 5.878 (5.864)  Lt: 5.224 (5.199)  Accm: 4.37 (4.42)  Acct: 6.85 (6.81)  time: 0.4092  data: 0.0002
[11-17 19:44:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [1251/1669]  eta: 0:02:59  tlr: 7.1e-05  tnm: 0.39  Lm: 5.896 (5.896)  Lt: 5.248 (5.248)  Accm: 4.30 (4.31)  Acct: 6.62 (6.60)  time: 0.4092  data: 0.0002
[11-17 19:46:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [1668/1669]  eta: 0:00:00  tlr: 7.1e-05  tnm: 0.41  Lm: 5.869 (5.883)  Lt: 5.219 (5.231)  Accm: 4.39 (4.34)  Acct: 6.85 (6.67)  time: 0.4107  data: 0.0013
[11-17 19:46:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 197/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 19:46:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [1668/1669]  eta: 0:00:00  tlr: 7.1e-05  tnm: 0.41  Lm: 5.890 (5.872)  Lt: 5.256 (5.211)  Accm: 4.34 (4.31)  Acct: 6.84 (6.64)  time: 0.4107  data: 0.0016
[11-17 19:46:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [1668/1669]  eta: 0:00:00  tlr: 7.1e-05  tnm: 0.41  Lm: 5.871 (5.901)  Lt: 5.235 (5.245)  Accm: 4.49 (4.32)  Acct: 6.54 (6.47)  time: 0.4107  data: 0.0017
[11-17 19:46:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 197/350]  [1668/1669]  eta: 0:00:00  tlr: 7.1e-05  tnm: 0.41  Lm: 5.930 (5.920)  Lt: 5.281 (5.289)  Accm: 4.19 (4.16)  Acct: 6.53 (6.35)  time: 0.4107  data: 0.0022
[11-17 19:46:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 197/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 19:46:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 197/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 19:46:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 197/350]   Total time:      0:11:54   (0.428 s / it)
[11-17 19:46:59] (/home/user/VAR/train.py , line 276)=>      [ep197]  (training )  Lm: 5.865 (5.868), Lt: 5.217 (5.221),  Acc m&t: 4.39 6.70,  Remain: 1 day, 5:18:02,  Finish: 2024-11-18 09:05
[11-17 19:46:59] (/home/user/VAR/train.py , line 276)=>      [ep197]  (training )  Lm: 5.865 (5.868), Lt: 5.217 (5.221),  Acc m&t: 4.39 6.70,  Remain: 1 day, 5:17:29,  Finish: 2024-11-18 09:04
[11-17 19:46:59] (/home/user/VAR/train.py , line 276)=>      [ep197]  (training )  Lm: 5.865 (5.868), Lt: 5.217 (5.221),  Acc m&t: 4.39 6.70,  Remain: 1 day, 5:17:52,  Finish: 2024-11-18 09:04
[11-17 19:46:59] (/home/user/VAR/train.py , line 276)=>      [ep197]  (training )  Lm: 5.865 (5.868), Lt: 5.217 (5.221),  Acc m&t: 4.39 6.70,  Remain: 1 day, 5:18:53,  Finish: 2024-11-18 09:05
[11-17 19:47:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [   0/1669]  eta: 0:10:06  tlr: 7.1e-05  tnm: 0.43  Lm: 5.893 (5.893)  Lt: 5.235 (5.235)  Accm: 4.51 (4.51)  Acct: 7.59 (7.59)  time: 0.3631  data: 0.0003
[11-17 19:47:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [   0/1669]  eta: 0:10:06  tlr: 7.1e-05  tnm: 0.43  Lm: 5.792 (5.792)  Lt: 5.156 (5.156)  Accm: 4.86 (4.86)  Acct: 7.13 (7.13)  time: 0.3633  data: 0.0004
[11-17 19:47:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [   0/1669]  eta: 0:10:06  tlr: 7.1e-05  tnm: 0.43  Lm: 5.850 (5.850)  Lt: 5.214 (5.214)  Accm: 4.24 (4.24)  Acct: 6.35 (6.35)  time: 0.3635  data: 0.0003
[11-17 19:47:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [   0/1669]  eta: 0:10:06  tlr: 7.1e-05  tnm: 0.43  Lm: 5.825 (5.825)  Lt: 5.145 (5.145)  Accm: 4.48 (4.48)  Acct: 7.08 (7.08)  time: 0.3637  data: 0.0004
[11-17 19:49:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [ 417/1669]  eta: 0:08:52  tlr: 7.1e-05  tnm: 0.44  Lm: 5.866 (5.866)  Lt: 5.195 (5.195)  Accm: 4.31 (4.31)  Acct: 6.81 (6.81)  time: 0.4104  data: 0.0002
[11-17 19:49:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [ 417/1669]  eta: 0:08:52  tlr: 7.1e-05  tnm: 0.44  Lm: 5.819 (5.819)  Lt: 5.194 (5.194)  Accm: 4.70 (4.70)  Acct: 6.84 (6.84)  time: 0.4104  data: 0.0002
[11-17 19:49:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [ 417/1669]  eta: 0:08:52  tlr: 7.1e-05  tnm: 0.44  Lm: 5.840 (5.840)  Lt: 5.203 (5.203)  Accm: 4.34 (4.34)  Acct: 6.54 (6.54)  time: 0.4104  data: 0.0003
[11-17 19:49:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [ 417/1669]  eta: 0:08:52  tlr: 7.1e-05  tnm: 0.44  Lm: 5.847 (5.847)  Lt: 5.181 (5.181)  Accm: 4.60 (4.60)  Acct: 7.44 (7.44)  time: 0.4104  data: 0.0002
[11-17 19:52:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.1e-05  tnm: 0.43  Lm: 5.801 (5.831)  Lt: 5.160 (5.174)  Accm: 4.68 (4.68)  Acct: 7.30 (7.39)  time: 0.4107  data: 0.0002
[11-17 19:52:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.1e-05  tnm: 0.43  Lm: 5.850 (5.865)  Lt: 5.214 (5.214)  Accm: 4.38 (4.35)  Acct: 6.73 (6.63)  time: 0.4107  data: 0.0002
[11-17 19:52:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.1e-05  tnm: 0.43  Lm: 5.846 (5.834)  Lt: 5.225 (5.205)  Accm: 4.54 (4.52)  Acct: 6.56 (6.62)  time: 0.4107  data: 0.0002
[11-17 19:52:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [ 834/1669]  eta: 0:05:58  tlr: 7.1e-05  tnm: 0.43  Lm: 5.825 (5.828)  Lt: 5.145 (5.174)  Accm: 4.48 (4.61)  Acct: 7.08 (7.13)  time: 0.4107  data: 0.0002
[11-17 19:55:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [1251/1669]  eta: 0:03:00  tlr: 7e-05  tnm: 0.43  Lm: 5.787 (5.804)  Lt: 5.138 (5.142)  Accm: 4.70 (4.68)  Acct: 7.42 (7.31)  time: 0.4098  data: 0.0002
[11-17 19:55:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [1251/1669]  eta: 0:03:00  tlr: 7e-05  tnm: 0.43  Lm: 5.843 (5.835)  Lt: 5.218 (5.206)  Accm: 4.43 (4.47)  Acct: 6.54 (6.60)  time: 0.4098  data: 0.0002
[11-17 19:55:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [1251/1669]  eta: 0:03:00  tlr: 7e-05  tnm: 0.43  Lm: 5.883 (5.887)  Lt: 5.225 (5.237)  Accm: 4.31 (4.14)  Acct: 6.54 (6.36)  time: 0.4098  data: 0.0004
[11-17 19:55:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [1251/1669]  eta: 0:03:00  tlr: 7e-05  tnm: 0.43  Lm: 5.847 (5.851)  Lt: 5.197 (5.194)  Accm: 4.60 (4.50)  Acct: 7.29 (7.02)  time: 0.4098  data: 0.0003
[11-17 19:58:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [1668/1669]  eta: 0:00:00  tlr: 7e-05  tnm: 0.42  Lm: 5.850 (5.851)  Lt: 5.175 (5.190)  Accm: 4.51 (4.42)  Acct: 7.28 (6.85)  time: 0.4133  data: 0.0014
[11-17 19:58:53] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 198/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 19:58:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [1668/1669]  eta: 0:00:00  tlr: 7e-05  tnm: 0.42  Lm: 5.846 (5.848)  Lt: 5.225 (5.213)  Accm: 4.32 (4.44)  Acct: 6.56 (6.59)  time: 0.4133  data: 0.0015
[11-17 19:58:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [1668/1669]  eta: 0:00:00  tlr: 7e-05  tnm: 0.42  Lm: 5.872 (5.884)  Lt: 5.214 (5.226)  Accm: 4.25 (4.16)  Acct: 6.71 (6.43)  time: 0.4133  data: 0.0019
[11-17 19:58:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 198/350]  [1668/1669]  eta: 0:00:00  tlr: 7e-05  tnm: 0.42  Lm: 5.819 (5.807)  Lt: 5.145 (5.165)  Accm: 4.48 (4.60)  Acct: 7.08 (7.12)  time: 0.4133  data: 0.0017
[11-17 19:58:53] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 198/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 19:58:53] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 198/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 19:58:53] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 198/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 19:58:53] (/home/user/VAR/train.py , line 276)=>      [ep198]  (training )  Lm: 5.864 (5.864), Lt: 5.216 (5.216),  Acc m&t: 4.39 6.71,  Remain: 1 day, 5:11:51,  Finish: 2024-11-18 09:10
[11-17 19:58:53] (/home/user/VAR/train.py , line 276)=>      [ep198]  (training )  Lm: 5.864 (5.864), Lt: 5.216 (5.216),  Acc m&t: 4.39 6.71,  Remain: 1 day, 5:11:12,  Finish: 2024-11-18 09:10
[11-17 19:58:53] (/home/user/VAR/train.py , line 276)=>      [ep198]  (training )  Lm: 5.864 (5.864), Lt: 5.216 (5.216),  Acc m&t: 4.39 6.71,  Remain: 1 day, 5:11:40,  Finish: 2024-11-18 09:10
[11-17 19:58:53] (/home/user/VAR/train.py , line 276)=>      [ep198]  (training )  Lm: 5.864 (5.864), Lt: 5.216 (5.216),  Acc m&t: 4.39 6.71,  Remain: 1 day, 5:11:43,  Finish: 2024-11-18 09:10
[11-17 19:58:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [   0/1669]  eta: 0:10:53  tlr: 7e-05  tnm: 0.39  Lm: 5.845 (5.845)  Lt: 5.206 (5.206)  Accm: 4.49 (4.49)  Acct: 6.94 (6.94)  time: 0.3918  data: 0.0004
[11-17 19:58:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [   0/1669]  eta: 0:10:52  tlr: 7e-05  tnm: 0.39  Lm: 5.599 (5.599)  Lt: 4.908 (4.908)  Accm: 5.43 (5.43)  Acct: 8.44 (8.44)  time: 0.3911  data: 0.0004
[11-17 19:58:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [   0/1669]  eta: 0:10:45  tlr: 7e-05  tnm: 0.39  Lm: 5.767 (5.767)  Lt: 5.136 (5.136)  Accm: 4.68 (4.68)  Acct: 7.09 (7.09)  time: 0.3869  data: 0.0004
[11-17 19:58:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [   0/1669]  eta: 0:10:45  tlr: 7e-05  tnm: 0.39  Lm: 5.868 (5.868)  Lt: 5.213 (5.213)  Accm: 4.59 (4.59)  Acct: 7.15 (7.15)  time: 0.3871  data: 0.0003
[11-17 20:01:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [ 417/1669]  eta: 0:09:08  tlr: 7e-05  tnm: 0.44  Lm: 5.903 (5.903)  Lt: 5.249 (5.249)  Accm: 4.34 (4.34)  Acct: 6.85 (6.85)  time: 0.4487  data: 0.0002
[11-17 20:01:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [ 417/1669]  eta: 0:09:08  tlr: 7e-05  tnm: 0.44  Lm: 5.853 (5.853)  Lt: 5.225 (5.225)  Accm: 4.49 (4.49)  Acct: 6.65 (6.65)  time: 0.4487  data: 0.0002
[11-17 20:01:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [ 417/1669]  eta: 0:09:08  tlr: 7e-05  tnm: 0.44  Lm: 5.756 (5.756)  Lt: 5.092 (5.092)  Accm: 4.70 (4.70)  Acct: 7.17 (7.17)  time: 0.4487  data: 0.0002
[11-17 20:01:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [ 417/1669]  eta: 0:09:08  tlr: 7e-05  tnm: 0.44  Lm: 5.861 (5.861)  Lt: 5.215 (5.215)  Accm: 4.40 (4.40)  Acct: 6.82 (6.82)  time: 0.4487  data: 0.0002
[11-17 20:04:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [ 834/1669]  eta: 0:06:01  tlr: 7e-05  tnm: 0.44  Lm: 5.876 (5.874)  Lt: 5.223 (5.221)  Accm: 4.49 (4.45)  Acct: 6.94 (6.97)  time: 0.4128  data: 0.0002
[11-17 20:04:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [ 834/1669]  eta: 0:06:01  tlr: 7e-05  tnm: 0.44  Lm: 5.794 (5.769)  Lt: 5.103 (5.096)  Accm: 4.41 (4.61)  Acct: 6.77 (7.04)  time: 0.4128  data: 0.0002
[11-17 20:04:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [ 834/1669]  eta: 0:06:01  tlr: 7e-05  tnm: 0.44  Lm: 5.926 (5.878)  Lt: 5.298 (5.250)  Accm: 4.30 (4.27)  Acct: 6.20 (6.23)  time: 0.4128  data: 0.0002
[11-17 20:04:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [ 834/1669]  eta: 0:06:01  tlr: 7e-05  tnm: 0.44  Lm: 5.907 (5.904)  Lt: 5.260 (5.253)  Accm: 4.16 (4.28)  Acct: 6.56 (6.65)  time: 0.4128  data: 0.0002
[11-17 20:07:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [1251/1669]  eta: 0:03:01  tlr: 7e-05  tnm: 0.44  Lm: 5.888 (5.871)  Lt: 5.236 (5.212)  Accm: 4.37 (4.44)  Acct: 6.85 (6.91)  time: 0.4075  data: 0.0002
[11-17 20:07:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [1251/1669]  eta: 0:03:01  tlr: 7e-05  tnm: 0.44  Lm: 5.829 (5.793)  Lt: 5.158 (5.125)  Accm: 4.40 (4.55)  Acct: 6.90 (7.03)  time: 0.4075  data: 0.0002
[11-17 20:07:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [1251/1669]  eta: 0:03:01  tlr: 7e-05  tnm: 0.44  Lm: 5.933 (5.905)  Lt: 5.307 (5.287)  Accm: 4.23 (4.24)  Acct: 6.13 (6.19)  time: 0.4075  data: 0.0002
[11-17 20:07:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [1251/1669]  eta: 0:03:01  tlr: 7e-05  tnm: 0.44  Lm: 5.888 (5.906)  Lt: 5.228 (5.256)  Accm: 4.40 (4.29)  Acct: 6.82 (6.65)  time: 0.4076  data: 0.0002
[11-17 20:10:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [1668/1669]  eta: 0:00:00  tlr: 7e-05  tnm: 0.42  Lm: 5.876 (5.881)  Lt: 5.223 (5.230)  Accm: 4.49 (4.38)  Acct: 6.94 (6.75)  time: 0.4488  data: 0.0015
[11-17 20:10:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 199/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 20:10:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [1668/1669]  eta: 0:00:00  tlr: 7e-05  tnm: 0.42  Lm: 5.926 (5.907)  Lt: 5.298 (5.279)  Accm: 4.16 (4.21)  Acct: 6.20 (6.25)  time: 0.4488  data: 0.0020
[11-17 20:10:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [1668/1669]  eta: 0:00:00  tlr: 7e-05  tnm: 0.42  Lm: 5.836 (5.801)  Lt: 5.214 (5.145)  Accm: 4.38 (4.49)  Acct: 6.77 (6.90)  time: 0.4488  data: 0.0016
[11-17 20:10:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 199/350]  [1668/1669]  eta: 0:00:00  tlr: 7e-05  tnm: 0.42  Lm: 5.868 (5.862)  Lt: 5.213 (5.196)  Accm: 4.47 (4.45)  Acct: 7.04 (6.94)  time: 0.4487  data: 0.0019
[11-17 20:10:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 199/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 20:10:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 199/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 20:10:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 199/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 20:13:04] (home/user/VAR/trainer.py, line 113)=> FID: 6.317577764243708
[11-17 20:13:04] (/home/user/VAR/train.py , line 259)=>  [*] [ep199]  (val 50000)  Lm: 5.8669, Lt: 5.2175, Acc m&t: 4.36 6.69,  Val cost: 131.49s
[11-17 20:13:04] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-17 20:13:25] (/home/user/VAR/train.py , line 276)=>      [ep199]  (training )  Lm: 5.864 (5.867), Lt: 5.216 (5.218),  Acc m&t: 4.39 6.71,  Remain: 1 day, 4:38:51,  Finish: 2024-11-18 08:49
[11-17 20:13:25] (/home/user/VAR/train.py , line 276)=>      [ep199]  (training )  Lm: 5.864 (5.867), Lt: 5.216 (5.218),  Acc m&t: 4.39 6.71,  Remain: 1 day, 4:38:37,  Finish: 2024-11-18 08:49
[11-17 20:13:25] (/home/user/VAR/train.py , line 276)=>      [ep199]  (training )  Lm: 5.864 (5.867), Lt: 5.216 (5.218),  Acc m&t: 4.39 6.71,  Remain: 1 day, 4:38:45,  Finish: 2024-11-18 08:49
[11-17 20:13:25] (/home/user/VAR/train.py , line 276)=>      [ep199]  (training )  Lm: 5.864 (5.867), Lt: 5.216 (5.218),  Acc m&t: 4.39 6.71,  Remain: 1 day, 4:38:20,  Finish: 2024-11-18 08:49
[11-17 20:13:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [   0/1669]  eta: 0:11:20  tlr: 7e-05  tnm: 0.45  Lm: 5.831 (5.831)  Lt: 5.152 (5.152)  Accm: 4.67 (4.67)  Acct: 7.06 (7.06)  time: 0.4079  data: 0.0004
[11-17 20:13:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [   0/1669]  eta: 0:11:21  tlr: 7e-05  tnm: 0.45  Lm: 5.866 (5.866)  Lt: 5.219 (5.219)  Accm: 4.71 (4.71)  Acct: 7.08 (7.08)  time: 0.4085  data: 0.0004
[11-17 20:13:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [   0/1669]  eta: 0:11:20  tlr: 7e-05  tnm: 0.45  Lm: 5.954 (5.954)  Lt: 5.307 (5.307)  Accm: 3.94 (3.94)  Acct: 6.01 (6.01)  time: 0.4078  data: 0.0004
[11-17 20:13:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [   0/1669]  eta: 0:12:02  tlr: 7e-05  tnm: 0.45  Lm: 5.843 (5.843)  Lt: 5.179 (5.179)  Accm: 4.59 (4.59)  Acct: 7.18 (7.18)  time: 0.4329  data: 0.0004
[11-17 20:16:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [ 417/1669]  eta: 0:08:59  tlr: 7e-05  tnm: 0.44  Lm: 5.887 (5.887)  Lt: 5.231 (5.231)  Accm: 4.43 (4.43)  Acct: 6.89 (6.89)  time: 0.4077  data: 0.0002
[11-17 20:16:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [ 417/1669]  eta: 0:08:59  tlr: 7e-05  tnm: 0.44  Lm: 5.881 (5.881)  Lt: 5.234 (5.234)  Accm: 4.18 (4.18)  Acct: 6.31 (6.31)  time: 0.4077  data: 0.0002
[11-17 20:16:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [ 417/1669]  eta: 0:08:59  tlr: 7e-05  tnm: 0.44  Lm: 5.877 (5.877)  Lt: 5.239 (5.239)  Accm: 4.55 (4.55)  Acct: 6.85 (6.85)  time: 0.4076  data: 0.0002
[11-17 20:16:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [ 417/1669]  eta: 0:08:59  tlr: 7e-05  tnm: 0.44  Lm: 5.931 (5.931)  Lt: 5.276 (5.276)  Accm: 4.24 (4.24)  Acct: 6.47 (6.47)  time: 0.4077  data: 0.0002
[11-17 20:19:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [ 834/1669]  eta: 0:05:55  tlr: 7e-05  tnm: 0.41  Lm: 5.877 (5.913)  Lt: 5.267 (5.273)  Accm: 4.44 (4.30)  Acct: 6.77 (6.57)  time: 0.4495  data: 0.0002
[11-17 20:19:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [ 834/1669]  eta: 0:05:55  tlr: 7e-05  tnm: 0.41  Lm: 5.881 (5.885)  Lt: 5.259 (5.240)  Accm: 4.41 (4.42)  Acct: 6.59 (6.74)  time: 0.4495  data: 0.0003
[11-17 20:19:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [ 834/1669]  eta: 0:05:55  tlr: 7e-05  tnm: 0.41  Lm: 5.887 (5.900)  Lt: 5.260 (5.259)  Accm: 4.39 (4.39)  Acct: 6.63 (6.62)  time: 0.4495  data: 0.0003
[11-17 20:19:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [ 834/1669]  eta: 0:05:55  tlr: 7e-05  tnm: 0.41  Lm: 5.854 (5.872)  Lt: 5.231 (5.233)  Accm: 4.33 (4.23)  Acct: 6.53 (6.38)  time: 0.4495  data: 0.0002
[11-17 20:22:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [1251/1669]  eta: 0:02:57  tlr: 7e-05  tnm: 0.45  Lm: 5.831 (5.819)  Lt: 5.196 (5.178)  Accm: 4.37 (4.49)  Acct: 6.57 (6.66)  time: 0.4074  data: 0.0002
[11-17 20:22:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [1251/1669]  eta: 0:02:57  tlr: 7e-05  tnm: 0.45  Lm: 5.877 (5.880)  Lt: 5.239 (5.231)  Accm: 4.45 (4.42)  Acct: 6.64 (6.63)  time: 0.4074  data: 0.0002
[11-17 20:22:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [1251/1669]  eta: 0:02:57  tlr: 7e-05  tnm: 0.45  Lm: 5.863 (5.897)  Lt: 5.224 (5.250)  Accm: 4.46 (4.35)  Acct: 6.83 (6.65)  time: 0.4074  data: 0.0002
[11-17 20:22:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [1251/1669]  eta: 0:02:57  tlr: 7e-05  tnm: 0.45  Lm: 5.905 (5.896)  Lt: 5.271 (5.255)  Accm: 4.38 (4.40)  Acct: 6.73 (6.77)  time: 0.4076  data: 0.0002
[11-17 20:25:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [1668/1669]  eta: 0:00:00  tlr: 6.9e-05  tnm: 0.42  Lm: 5.881 (5.881)  Lt: 5.259 (5.234)  Accm: 4.41 (4.47)  Acct: 6.87 (6.82)  time: 0.4610  data: 0.0015
[11-17 20:25:16] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 200/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 20:25:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [1668/1669]  eta: 0:00:00  tlr: 6.9e-05  tnm: 0.42  Lm: 5.849 (5.880)  Lt: 5.182 (5.229)  Accm: 4.44 (4.36)  Acct: 6.89 (6.71)  time: 0.4610  data: 0.0015
[11-17 20:25:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [1668/1669]  eta: 0:00:00  tlr: 6.9e-05  tnm: 0.42  Lm: 5.816 (5.819)  Lt: 5.161 (5.170)  Accm: 4.41 (4.52)  Acct: 6.61 (6.73)  time: 0.4610  data: 0.0019
[11-17 20:25:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 200/350]  [1668/1669]  eta: 0:00:00  tlr: 6.9e-05  tnm: 0.42  Lm: 5.866 (5.875)  Lt: 5.219 (5.227)  Accm: 4.39 (4.40)  Acct: 6.63 (6.62)  time: 0.4610  data: 0.0015
[11-17 20:25:16] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 200/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 20:25:16] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 200/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 20:25:16] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 200/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 20:25:16] (/home/user/VAR/train.py , line 276)=>      [ep200]  (training )  Lm: 5.864 (5.873), Lt: 5.216 (5.230),  Acc m&t: 4.39 6.71,  Remain: 1 day, 5:19:12,  Finish: 2024-11-18 09:44
[11-17 20:25:16] (/home/user/VAR/train.py , line 276)=>      [ep200]  (training )  Lm: 5.864 (5.873), Lt: 5.216 (5.230),  Acc m&t: 4.39 6.71,  Remain: 1 day, 5:19:07,  Finish: 2024-11-18 09:44
[11-17 20:25:16] (/home/user/VAR/train.py , line 276)=>      [ep200]  (training )  Lm: 5.864 (5.873), Lt: 5.216 (5.230),  Acc m&t: 4.39 6.71,  Remain: 1 day, 5:19:44,  Finish: 2024-11-18 09:45
[11-17 20:25:16] (/home/user/VAR/train.py , line 276)=>      [ep200]  (training )  Lm: 5.864 (5.873), Lt: 5.216 (5.230),  Acc m&t: 4.39 6.71,  Remain: 1 day, 5:20:07,  Finish: 2024-11-18 09:45
[11-17 20:25:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [   0/1669]  eta: 0:09:48  tlr: 6.9e-05  tnm: 0.42  Lm: 5.840 (5.840)  Lt: 5.187 (5.187)  Accm: 4.55 (4.55)  Acct: 6.78 (6.78)  time: 0.3527  data: 0.0004
[11-17 20:25:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [   0/1669]  eta: 0:09:48  tlr: 6.9e-05  tnm: 0.42  Lm: 5.928 (5.928)  Lt: 5.277 (5.277)  Accm: 4.28 (4.28)  Acct: 6.40 (6.40)  time: 0.3524  data: 0.0004
[11-17 20:25:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [   0/1669]  eta: 0:10:09  tlr: 6.9e-05  tnm: 0.42  Lm: 5.870 (5.870)  Lt: 5.224 (5.224)  Accm: 4.27 (4.27)  Acct: 6.44 (6.44)  time: 0.3654  data: 0.0003
[11-17 20:25:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [   0/1669]  eta: 0:09:48  tlr: 6.9e-05  tnm: 0.42  Lm: 5.922 (5.922)  Lt: 5.272 (5.272)  Accm: 4.24 (4.24)  Acct: 6.32 (6.32)  time: 0.3523  data: 0.0004
[11-17 20:28:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [ 417/1669]  eta: 0:09:12  tlr: 6.9e-05  tnm: 0.44  Lm: 5.930 (5.930)  Lt: 5.275 (5.275)  Accm: 4.03 (4.03)  Acct: 6.17 (6.17)  time: 0.4545  data: 0.0003
[11-17 20:28:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [ 417/1669]  eta: 0:09:12  tlr: 6.9e-05  tnm: 0.44  Lm: 5.832 (5.832)  Lt: 5.199 (5.199)  Accm: 4.55 (4.55)  Acct: 6.96 (6.96)  time: 0.4544  data: 0.0002
[11-17 20:28:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [ 417/1669]  eta: 0:09:12  tlr: 6.9e-05  tnm: 0.44  Lm: 5.911 (5.911)  Lt: 5.261 (5.261)  Accm: 4.20 (4.20)  Acct: 6.22 (6.22)  time: 0.4544  data: 0.0002
[11-17 20:28:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [ 417/1669]  eta: 0:09:12  tlr: 6.9e-05  tnm: 0.44  Lm: 5.823 (5.823)  Lt: 5.155 (5.155)  Accm: 4.49 (4.49)  Acct: 6.92 (6.92)  time: 0.4544  data: 0.0002
[11-17 20:31:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [ 834/1669]  eta: 0:05:58  tlr: 6.9e-05  tnm: 0.42  Lm: 5.823 (5.823)  Lt: 5.194 (5.168)  Accm: 4.71 (4.60)  Acct: 6.97 (6.94)  time: 0.4081  data: 0.0002
[11-17 20:31:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [ 834/1669]  eta: 0:05:58  tlr: 6.9e-05  tnm: 0.42  Lm: 5.938 (5.952)  Lt: 5.277 (5.306)  Accm: 3.82 (3.94)  Acct: 6.03 (6.08)  time: 0.4082  data: 0.0003
[11-17 20:31:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [ 834/1669]  eta: 0:05:58  tlr: 6.9e-05  tnm: 0.42  Lm: 5.840 (5.838)  Lt: 5.187 (5.187)  Accm: 4.56 (4.56)  Acct: 6.80 (6.90)  time: 0.4082  data: 0.0003
[11-17 20:31:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [ 834/1669]  eta: 0:05:58  tlr: 6.9e-05  tnm: 0.42  Lm: 5.894 (5.890)  Lt: 5.246 (5.216)  Accm: 4.28 (4.34)  Acct: 6.40 (6.59)  time: 0.4082  data: 0.0002
[11-17 20:34:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [1251/1669]  eta: 0:03:00  tlr: 6.9e-05  tnm: 0.42  Lm: 5.911 (5.912)  Lt: 5.261 (5.252)  Accm: 4.20 (4.22)  Acct: 6.22 (6.45)  time: 0.4108  data: 0.0002
[11-17 20:34:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [1251/1669]  eta: 0:03:00  tlr: 6.9e-05  tnm: 0.42  Lm: 5.846 (5.838)  Lt: 5.209 (5.197)  Accm: 4.49 (4.49)  Acct: 6.71 (6.82)  time: 0.4108  data: 0.0002
[11-17 20:34:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [1251/1669]  eta: 0:03:00  tlr: 6.9e-05  tnm: 0.42  Lm: 5.832 (5.801)  Lt: 5.175 (5.151)  Accm: 4.56 (4.65)  Acct: 6.93 (6.94)  time: 0.4108  data: 0.0002
[11-17 20:34:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [1251/1669]  eta: 0:03:00  tlr: 6.9e-05  tnm: 0.42  Lm: 5.930 (5.924)  Lt: 5.275 (5.285)  Accm: 4.03 (4.15)  Acct: 6.17 (6.31)  time: 0.4108  data: 0.0002
[11-17 20:37:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [1668/1669]  eta: 0:00:00  tlr: 6.9e-05  tnm: 0.42  Lm: 5.922 (5.916)  Lt: 5.277 (5.283)  Accm: 4.24 (4.30)  Acct: 6.32 (6.54)  time: 0.5025  data: 0.0016
[11-17 20:37:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 201/350]   Total time:      0:12:03   (0.433 s / it)
[11-17 20:37:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [1668/1669]  eta: 0:00:00  tlr: 6.9e-05  tnm: 0.42  Lm: 5.869 (5.844)  Lt: 5.208 (5.199)  Accm: 4.68 (4.53)  Acct: 6.97 (6.91)  time: 0.5025  data: 0.0015
[11-17 20:37:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [1668/1669]  eta: 0:00:00  tlr: 6.9e-05  tnm: 0.42  Lm: 5.894 (5.887)  Lt: 5.246 (5.226)  Accm: 4.28 (4.28)  Acct: 6.40 (6.52)  time: 0.5025  data: 0.0021
[11-17 20:37:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 201/350]  [1668/1669]  eta: 0:00:00  tlr: 6.9e-05  tnm: 0.42  Lm: 5.840 (5.818)  Lt: 5.187 (5.164)  Accm: 4.56 (4.62)  Acct: 7.01 (6.96)  time: 0.5025  data: 0.0016
[11-17 20:37:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 201/350]   Total time:      0:12:03   (0.433 s / it)
[11-17 20:37:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 201/350]   Total time:      0:12:03   (0.433 s / it)
[11-17 20:37:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 201/350]   Total time:      0:12:03   (0.433 s / it)
[11-17 20:37:19] (/home/user/VAR/train.py , line 276)=>      [ep201]  (training )  Lm: 5.864 (5.868), Lt: 5.216 (5.220),  Acc m&t: 4.39 6.71,  Remain: 1 day, 4:40:04,  Finish: 2024-11-18 09:17
[11-17 20:37:19] (/home/user/VAR/train.py , line 276)=>      [ep201]  (training )  Lm: 5.864 (5.868), Lt: 5.216 (5.220),  Acc m&t: 4.39 6.71,  Remain: 1 day, 4:39:59,  Finish: 2024-11-18 09:17
[11-17 20:37:19] (/home/user/VAR/train.py , line 276)=>      [ep201]  (training )  Lm: 5.864 (5.868), Lt: 5.216 (5.220),  Acc m&t: 4.39 6.71,  Remain: 1 day, 4:40:39,  Finish: 2024-11-18 09:17
[11-17 20:37:19] (/home/user/VAR/train.py , line 276)=>      [ep201]  (training )  Lm: 5.864 (5.868), Lt: 5.216 (5.220),  Acc m&t: 4.39 6.71,  Remain: 1 day, 4:39:36,  Finish: 2024-11-18 09:16
[11-17 20:37:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [   0/1669]  eta: 0:10:51  tlr: 6.9e-05  tnm: 0.42  Lm: 5.777 (5.777)  Lt: 5.077 (5.077)  Accm: 4.63 (4.63)  Acct: 7.32 (7.32)  time: 0.3902  data: 0.0003
[11-17 20:37:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [   0/1669]  eta: 0:10:52  tlr: 6.9e-05  tnm: 0.42  Lm: 5.933 (5.933)  Lt: 5.284 (5.284)  Accm: 3.83 (3.83)  Acct: 5.96 (5.96)  time: 0.3911  data: 0.0003
[11-17 20:37:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [   0/1669]  eta: 0:10:52  tlr: 6.9e-05  tnm: 0.42  Lm: 5.852 (5.852)  Lt: 5.166 (5.166)  Accm: 4.40 (4.40)  Acct: 7.04 (7.04)  time: 0.3907  data: 0.0003
[11-17 20:37:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [   0/1669]  eta: 0:10:52  tlr: 6.9e-05  tnm: 0.42  Lm: 5.926 (5.926)  Lt: 5.287 (5.287)  Accm: 4.22 (4.22)  Acct: 6.70 (6.70)  time: 0.3911  data: 0.0005
[11-17 20:40:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [ 417/1669]  eta: 0:09:03  tlr: 6.9e-05  tnm: 0.43  Lm: 5.914 (5.914)  Lt: 5.282 (5.282)  Accm: 4.09 (4.09)  Acct: 6.40 (6.40)  time: 0.4090  data: 0.0004
[11-17 20:40:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [ 417/1669]  eta: 0:09:03  tlr: 6.9e-05  tnm: 0.43  Lm: 5.809 (5.809)  Lt: 5.142 (5.142)  Accm: 4.70 (4.70)  Acct: 7.33 (7.33)  time: 0.4090  data: 0.0002
[11-17 20:40:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [ 417/1669]  eta: 0:09:03  tlr: 6.9e-05  tnm: 0.43  Lm: 5.943 (5.943)  Lt: 5.329 (5.329)  Accm: 3.81 (3.81)  Acct: 5.81 (5.81)  time: 0.4090  data: 0.0002
[11-17 20:40:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [ 417/1669]  eta: 0:09:03  tlr: 6.9e-05  tnm: 0.43  Lm: 5.848 (5.848)  Lt: 5.172 (5.172)  Accm: 4.28 (4.28)  Acct: 6.65 (6.65)  time: 0.4090  data: 0.0003
[11-17 20:43:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [ 834/1669]  eta: 0:05:56  tlr: 6.9e-05  tnm: 0.44  Lm: 5.903 (5.866)  Lt: 5.268 (5.213)  Accm: 4.39 (4.32)  Acct: 6.39 (6.57)  time: 0.4089  data: 0.0002
[11-17 20:43:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [ 834/1669]  eta: 0:05:56  tlr: 6.9e-05  tnm: 0.44  Lm: 5.852 (5.852)  Lt: 5.166 (5.200)  Accm: 4.40 (4.45)  Acct: 7.04 (6.77)  time: 0.4089  data: 0.0002
[11-17 20:43:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [ 834/1669]  eta: 0:05:56  tlr: 6.9e-05  tnm: 0.44  Lm: 5.933 (5.906)  Lt: 5.284 (5.270)  Accm: 3.83 (4.03)  Acct: 5.96 (6.15)  time: 0.4089  data: 0.0002
[11-17 20:43:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [ 834/1669]  eta: 0:05:56  tlr: 6.9e-05  tnm: 0.44  Lm: 5.903 (5.897)  Lt: 5.278 (5.258)  Accm: 4.21 (4.13)  Acct: 6.66 (6.49)  time: 0.4089  data: 0.0002
[11-17 20:46:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [1251/1669]  eta: 0:02:59  tlr: 6.9e-05  tnm: 0.43  Lm: 5.882 (5.868)  Lt: 5.243 (5.228)  Accm: 4.22 (4.28)  Acct: 6.68 (6.60)  time: 0.4571  data: 0.0003
[11-17 20:46:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [1251/1669]  eta: 0:02:59  tlr: 6.9e-05  tnm: 0.43  Lm: 5.821 (5.837)  Lt: 5.154 (5.185)  Accm: 4.58 (4.53)  Acct: 7.02 (6.83)  time: 0.4571  data: 0.0002
[11-17 20:46:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [1251/1669]  eta: 0:02:59  tlr: 6.9e-05  tnm: 0.43  Lm: 5.848 (5.848)  Lt: 5.201 (5.193)  Accm: 4.51 (4.40)  Acct: 6.84 (6.75)  time: 0.4571  data: 0.0002
[11-17 20:46:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [1251/1669]  eta: 0:02:59  tlr: 6.9e-05  tnm: 0.43  Lm: 5.922 (5.907)  Lt: 5.293 (5.278)  Accm: 4.11 (4.12)  Acct: 6.28 (6.26)  time: 0.4571  data: 0.0002
[11-17 20:49:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [1668/1669]  eta: 0:00:00  tlr: 6.8e-05  tnm: 0.43  Lm: 5.933 (5.931)  Lt: 5.303 (5.300)  Accm: 3.83 (4.06)  Acct: 6.11 (6.23)  time: 0.4101  data: 0.0016
[11-17 20:49:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 202/350]   Total time:      0:11:50   (0.426 s / it)
[11-17 20:49:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [1668/1669]  eta: 0:00:00  tlr: 6.8e-05  tnm: 0.43  Lm: 5.829 (5.835)  Lt: 5.161 (5.180)  Accm: 4.76 (4.58)  Acct: 7.04 (6.93)  time: 0.4101  data: 0.0019
[11-17 20:49:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [1668/1669]  eta: 0:00:00  tlr: 6.8e-05  tnm: 0.43  Lm: 5.800 (5.838)  Lt: 5.169 (5.188)  Accm: 4.63 (4.46)  Acct: 6.89 (6.77)  time: 0.4101  data: 0.0019
[11-17 20:49:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 202/350]  [1668/1669]  eta: 0:00:00  tlr: 6.8e-05  tnm: 0.43  Lm: 5.903 (5.899)  Lt: 5.278 (5.266)  Accm: 4.21 (4.18)  Acct: 6.66 (6.47)  time: 0.4101  data: 0.0013
[11-17 20:49:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 202/350]   Total time:      0:11:50   (0.426 s / it)
[11-17 20:49:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 202/350]   Total time:      0:11:50   (0.426 s / it)
[11-17 20:49:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 202/350]   Total time:      0:11:50   (0.426 s / it)
[11-17 20:49:10] (/home/user/VAR/train.py , line 276)=>      [ep202]  (training )  Lm: 5.864 (5.871), Lt: 5.216 (5.223),  Acc m&t: 4.39 6.71,  Remain: 1 day, 4:23:29,  Finish: 2024-11-18 09:12
[11-17 20:49:10] (/home/user/VAR/train.py , line 276)=>      [ep202]  (training )  Lm: 5.864 (5.871), Lt: 5.216 (5.223),  Acc m&t: 4.39 6.71,  Remain: 1 day, 4:24:11,  Finish: 2024-11-18 09:13
[11-17 20:49:10] (/home/user/VAR/train.py , line 276)=>      [ep202]  (training )  Lm: 5.864 (5.871), Lt: 5.216 (5.223),  Acc m&t: 4.39 6.71,  Remain: 1 day, 4:23:10,  Finish: 2024-11-18 09:12
[11-17 20:49:10] (/home/user/VAR/train.py , line 276)=>      [ep202]  (training )  Lm: 5.864 (5.871), Lt: 5.216 (5.223),  Acc m&t: 4.39 6.71,  Remain: 1 day, 4:23:33,  Finish: 2024-11-18 09:12
[11-17 20:49:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [   0/1669]  eta: 0:10:33  tlr: 6.8e-05  tnm: 0.42  Lm: 5.911 (5.911)  Lt: 5.259 (5.259)  Accm: 4.10 (4.10)  Acct: 6.53 (6.53)  time: 0.3798  data: 0.0004
[11-17 20:49:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [   0/1669]  eta: 0:10:28  tlr: 6.8e-05  tnm: 0.42  Lm: 5.905 (5.905)  Lt: 5.240 (5.240)  Accm: 4.06 (4.06)  Acct: 6.27 (6.27)  time: 0.3765  data: 0.0004
[11-17 20:49:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [   0/1669]  eta: 0:10:28  tlr: 6.8e-05  tnm: 0.42  Lm: 5.805 (5.805)  Lt: 5.159 (5.159)  Accm: 4.55 (4.55)  Acct: 7.15 (7.15)  time: 0.3767  data: 0.0004
[11-17 20:49:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [   0/1669]  eta: 0:10:28  tlr: 6.8e-05  tnm: 0.42  Lm: 5.925 (5.925)  Lt: 5.235 (5.235)  Accm: 3.96 (3.96)  Acct: 6.13 (6.13)  time: 0.3765  data: 0.0004
[11-17 20:52:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [ 417/1669]  eta: 0:08:59  tlr: 6.8e-05  tnm: 0.43  Lm: 5.827 (5.827)  Lt: 5.147 (5.147)  Accm: 4.45 (4.45)  Acct: 6.83 (6.83)  time: 0.4526  data: 0.0002
[11-17 20:52:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [ 417/1669]  eta: 0:08:59  tlr: 6.8e-05  tnm: 0.43  Lm: 5.880 (5.880)  Lt: 5.237 (5.237)  Accm: 4.30 (4.30)  Acct: 6.72 (6.72)  time: 0.4526  data: 0.0002
[11-17 20:52:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [ 417/1669]  eta: 0:08:59  tlr: 6.8e-05  tnm: 0.43  Lm: 5.862 (5.862)  Lt: 5.212 (5.212)  Accm: 4.39 (4.39)  Acct: 6.86 (6.86)  time: 0.4526  data: 0.0002
[11-17 20:52:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [ 417/1669]  eta: 0:08:59  tlr: 6.8e-05  tnm: 0.43  Lm: 5.810 (5.810)  Lt: 5.149 (5.149)  Accm: 4.69 (4.69)  Acct: 7.27 (7.27)  time: 0.4526  data: 0.0002
[11-17 20:55:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [ 834/1669]  eta: 0:05:57  tlr: 6.8e-05  tnm: 0.41  Lm: 5.805 (5.808)  Lt: 5.159 (5.161)  Accm: 4.55 (4.62)  Acct: 7.15 (7.08)  time: 0.4885  data: 0.0002
[11-17 20:55:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [ 834/1669]  eta: 0:05:57  tlr: 6.8e-05  tnm: 0.41  Lm: 5.855 (5.845)  Lt: 5.233 (5.195)  Accm: 4.53 (4.50)  Acct: 7.18 (7.00)  time: 0.4885  data: 0.0002
[11-17 20:55:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [ 834/1669]  eta: 0:05:57  tlr: 6.8e-05  tnm: 0.41  Lm: 5.890 (5.848)  Lt: 5.235 (5.185)  Accm: 4.44 (4.45)  Acct: 6.96 (6.87)  time: 0.4885  data: 0.0002
[11-17 20:55:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [ 834/1669]  eta: 0:05:57  tlr: 6.8e-05  tnm: 0.41  Lm: 5.911 (5.879)  Lt: 5.259 (5.240)  Accm: 4.46 (4.41)  Acct: 6.75 (6.82)  time: 0.4885  data: 0.0002
[11-17 20:58:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [1251/1669]  eta: 0:03:00  tlr: 6.8e-05  tnm: 0.43  Lm: 5.866 (5.864)  Lt: 5.212 (5.216)  Accm: 4.57 (4.52)  Acct: 6.97 (6.93)  time: 0.4109  data: 0.0002
[11-17 20:58:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [1251/1669]  eta: 0:03:00  tlr: 6.8e-05  tnm: 0.43  Lm: 5.805 (5.800)  Lt: 5.149 (5.149)  Accm: 4.69 (4.67)  Acct: 7.25 (7.15)  time: 0.4109  data: 0.0002
[11-17 20:58:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [1251/1669]  eta: 0:03:00  tlr: 6.8e-05  tnm: 0.43  Lm: 5.880 (5.865)  Lt: 5.237 (5.207)  Accm: 4.46 (4.47)  Acct: 7.05 (6.98)  time: 0.4109  data: 0.0002
[11-17 20:58:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [1251/1669]  eta: 0:03:00  tlr: 6.8e-05  tnm: 0.43  Lm: 5.839 (5.833)  Lt: 5.204 (5.182)  Accm: 4.57 (4.51)  Acct: 7.01 (6.92)  time: 0.4109  data: 0.0003
[11-17 21:01:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [1668/1669]  eta: 0:00:00  tlr: 6.8e-05  tnm: 0.43  Lm: 5.832 (5.832)  Lt: 5.173 (5.176)  Accm: 4.44 (4.44)  Acct: 6.96 (6.76)  time: 0.4130  data: 0.0021
[11-17 21:01:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 203/350]   Total time:      0:11:56   (0.430 s / it)
[11-17 21:01:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [1668/1669]  eta: 0:00:00  tlr: 6.8e-05  tnm: 0.43  Lm: 5.870 (5.866)  Lt: 5.235 (5.213)  Accm: 4.39 (4.42)  Acct: 6.92 (6.83)  time: 0.4130  data: 0.0021
[11-17 21:01:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [1668/1669]  eta: 0:00:00  tlr: 6.8e-05  tnm: 0.43  Lm: 5.821 (5.839)  Lt: 5.164 (5.176)  Accm: 4.68 (4.55)  Acct: 7.20 (7.04)  time: 0.4130  data: 0.0016
[11-17 21:01:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 203/350]  [1668/1669]  eta: 0:00:00  tlr: 6.8e-05  tnm: 0.43  Lm: 5.805 (5.814)  Lt: 5.159 (5.172)  Accm: 4.55 (4.61)  Acct: 7.15 (7.01)  time: 0.4130  data: 0.0016
[11-17 21:01:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 203/350]   Total time:      0:11:56   (0.430 s / it)
[11-17 21:01:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 203/350]   Total time:      0:11:56   (0.430 s / it)
[11-17 21:01:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 203/350]   Total time:      0:11:56   (0.430 s / it)
[11-17 21:01:07] (/home/user/VAR/train.py , line 276)=>      [ep203]  (training )  Lm: 5.858 (5.858), Lt: 5.209 (5.209),  Acc m&t: 4.40 6.71,  Remain: 1 day, 4:17:50,  Finish: 2024-11-18 09:18
[11-17 21:01:07] (/home/user/VAR/train.py , line 276)=>      [ep203]  (training )  Lm: 5.858 (5.858), Lt: 5.209 (5.209),  Acc m&t: 4.40 6.71,  Remain: 1 day, 4:18:20,  Finish: 2024-11-18 09:19
[11-17 21:01:07] (/home/user/VAR/train.py , line 276)=>      [ep203]  (training )  Lm: 5.858 (5.858), Lt: 5.209 (5.209),  Acc m&t: 4.40 6.71,  Remain: 1 day, 4:18:46,  Finish: 2024-11-18 09:19
[11-17 21:01:07] (/home/user/VAR/train.py , line 276)=>      [ep203]  (training )  Lm: 5.858 (5.858), Lt: 5.209 (5.209),  Acc m&t: 4.40 6.71,  Remain: 1 day, 4:18:04,  Finish: 2024-11-18 09:19
[11-17 21:01:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [   0/1669]  eta: 0:10:38  tlr: 6.8e-05  tnm: 0.43  Lm: 5.889 (5.889)  Lt: 5.196 (5.196)  Accm: 4.49 (4.49)  Acct: 7.01 (7.01)  time: 0.3825  data: 0.0004
[11-17 21:01:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [   0/1669]  eta: 0:10:38  tlr: 6.8e-05  tnm: 0.43  Lm: 5.863 (5.863)  Lt: 5.265 (5.265)  Accm: 4.21 (4.21)  Acct: 6.56 (6.56)  time: 0.3825  data: 0.0003
[11-17 21:01:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [   0/1669]  eta: 0:10:37  tlr: 6.8e-05  tnm: 0.43  Lm: 5.752 (5.752)  Lt: 5.086 (5.086)  Accm: 4.81 (4.81)  Acct: 7.32 (7.32)  time: 0.3821  data: 0.0004
[11-17 21:01:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [   0/1669]  eta: 0:10:37  tlr: 6.8e-05  tnm: 0.43  Lm: 5.941 (5.941)  Lt: 5.305 (5.305)  Accm: 4.19 (4.19)  Acct: 6.30 (6.30)  time: 0.3822  data: 0.0004
[11-17 21:04:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [ 417/1669]  eta: 0:08:48  tlr: 6.8e-05  tnm: 0.48  Lm: 5.910 (5.910)  Lt: 5.284 (5.284)  Accm: 4.33 (4.33)  Acct: 6.38 (6.38)  time: 0.4123  data: 0.0002
[11-17 21:04:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [ 417/1669]  eta: 0:08:48  tlr: 6.8e-05  tnm: 0.48  Lm: 5.816 (5.816)  Lt: 5.156 (5.156)  Accm: 4.39 (4.39)  Acct: 6.62 (6.62)  time: 0.4123  data: 0.0002
[11-17 21:04:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [ 417/1669]  eta: 0:08:48  tlr: 6.8e-05  tnm: 0.48  Lm: 5.889 (5.889)  Lt: 5.281 (5.281)  Accm: 4.08 (4.08)  Acct: 6.38 (6.38)  time: 0.4123  data: 0.0002
[11-17 21:04:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [ 417/1669]  eta: 0:08:48  tlr: 6.8e-05  tnm: 0.48  Lm: 5.858 (5.858)  Lt: 5.173 (5.173)  Accm: 4.46 (4.46)  Acct: 6.80 (6.80)  time: 0.4123  data: 0.0004
[11-17 21:07:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [ 834/1669]  eta: 0:05:54  tlr: 6.8e-05  tnm: 0.45  Lm: 5.862 (5.859)  Lt: 5.188 (5.178)  Accm: 4.49 (4.50)  Acct: 7.01 (7.01)  time: 0.5009  data: 0.0002
[11-17 21:07:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [ 834/1669]  eta: 0:05:54  tlr: 6.8e-05  tnm: 0.45  Lm: 5.941 (5.934)  Lt: 5.305 (5.311)  Accm: 4.19 (4.15)  Acct: 6.30 (6.16)  time: 0.5009  data: 0.0002
[11-17 21:07:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [ 834/1669]  eta: 0:05:54  tlr: 6.8e-05  tnm: 0.45  Lm: 5.915 (5.915)  Lt: 5.296 (5.289)  Accm: 4.20 (4.12)  Acct: 6.56 (6.45)  time: 0.5009  data: 0.0002
[11-17 21:07:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [ 834/1669]  eta: 0:05:54  tlr: 6.8e-05  tnm: 0.45  Lm: 5.881 (5.846)  Lt: 5.225 (5.201)  Accm: 4.40 (4.39)  Acct: 6.75 (6.66)  time: 0.5009  data: 0.0002
[11-17 21:10:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [1251/1669]  eta: 0:03:01  tlr: 6.8e-05  tnm: 0.44  Lm: 5.838 (5.833)  Lt: 5.179 (5.184)  Accm: 4.53 (4.46)  Acct: 7.03 (6.86)  time: 0.4020  data: 0.0003
[11-17 21:10:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [1251/1669]  eta: 0:03:01  tlr: 6.8e-05  tnm: 0.44  Lm: 5.889 (5.902)  Lt: 5.281 (5.269)  Accm: 4.21 (4.20)  Acct: 6.53 (6.46)  time: 0.4020  data: 0.0002
[11-17 21:10:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [1251/1669]  eta: 0:03:01  tlr: 6.8e-05  tnm: 0.44  Lm: 5.910 (5.911)  Lt: 5.284 (5.279)  Accm: 4.33 (4.25)  Acct: 6.38 (6.39)  time: 0.4020  data: 0.0002
[11-17 21:10:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [1251/1669]  eta: 0:03:01  tlr: 6.8e-05  tnm: 0.44  Lm: 5.844 (5.821)  Lt: 5.169 (5.139)  Accm: 4.54 (4.73)  Acct: 7.21 (7.34)  time: 0.4020  data: 0.0003
[11-17 21:13:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [1668/1669]  eta: 0:00:00  tlr: 6.8e-05  tnm: 0.43  Lm: 5.852 (5.827)  Lt: 5.188 (5.149)  Accm: 4.60 (4.73)  Acct: 7.01 (7.27)  time: 0.4121  data: 0.0014
[11-17 21:13:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 204/350]   Total time:      0:11:58   (0.431 s / it)
[11-17 21:13:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [1668/1669]  eta: 0:00:00  tlr: 6.8e-05  tnm: 0.43  Lm: 5.915 (5.913)  Lt: 5.296 (5.278)  Accm: 4.20 (4.17)  Acct: 6.49 (6.46)  time: 0.4121  data: 0.0016
[11-17 21:13:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [1668/1669]  eta: 0:00:00  tlr: 6.8e-05  tnm: 0.43  Lm: 5.815 (5.829)  Lt: 5.164 (5.180)  Accm: 4.65 (4.51)  Acct: 7.32 (6.95)  time: 0.4121  data: 0.0023
[11-17 21:13:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 204/350]  [1668/1669]  eta: 0:00:00  tlr: 6.8e-05  tnm: 0.43  Lm: 5.879 (5.882)  Lt: 5.264 (5.248)  Accm: 4.47 (4.31)  Acct: 6.46 (6.54)  time: 0.4121  data: 0.0019
[11-17 21:13:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 204/350]   Total time:      0:11:58   (0.431 s / it)
[11-17 21:13:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 204/350]   Total time:      0:11:58   (0.431 s / it)
[11-17 21:13:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 204/350]   Total time:      0:11:58   (0.431 s / it)
[11-17 21:13:06] (/home/user/VAR/train.py , line 276)=>      [ep204]  (training )  Lm: 5.858 (5.863), Lt: 5.209 (5.212),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:53:27,  Finish: 2024-11-18 09:06
[11-17 21:13:06] (/home/user/VAR/train.py , line 276)=>      [ep204]  (training )  Lm: 5.858 (5.863), Lt: 5.209 (5.212),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:53:50,  Finish: 2024-11-18 09:06
[11-17 21:13:06] (/home/user/VAR/train.py , line 276)=>      [ep204]  (training )  Lm: 5.858 (5.863), Lt: 5.209 (5.212),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:53:35,  Finish: 2024-11-18 09:06
[11-17 21:13:06] (/home/user/VAR/train.py , line 276)=>      [ep204]  (training )  Lm: 5.858 (5.863), Lt: 5.209 (5.212),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:53:28,  Finish: 2024-11-18 09:06
[11-17 21:13:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [   0/1669]  eta: 0:10:22  tlr: 6.8e-05  tnm: 0.43  Lm: 5.874 (5.874)  Lt: 5.256 (5.256)  Accm: 4.25 (4.25)  Acct: 6.18 (6.18)  time: 0.3731  data: 0.0004
[11-17 21:13:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [   0/1669]  eta: 0:10:22  tlr: 6.8e-05  tnm: 0.43  Lm: 5.886 (5.886)  Lt: 5.249 (5.249)  Accm: 4.36 (4.36)  Acct: 6.73 (6.73)  time: 0.3731  data: 0.0004
[11-17 21:13:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [   0/1669]  eta: 0:10:22  tlr: 6.8e-05  tnm: 0.43  Lm: 5.796 (5.796)  Lt: 5.127 (5.127)  Accm: 4.66 (4.66)  Acct: 7.06 (7.06)  time: 0.3728  data: 0.0003
[11-17 21:13:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [   0/1669]  eta: 0:10:22  tlr: 6.8e-05  tnm: 0.43  Lm: 5.849 (5.849)  Lt: 5.162 (5.162)  Accm: 4.66 (4.66)  Acct: 6.97 (6.97)  time: 0.3728  data: 0.0004
[11-17 21:16:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [ 417/1669]  eta: 0:08:51  tlr: 6.7e-05  tnm: 0.42  Lm: 5.816 (5.816)  Lt: 5.169 (5.169)  Accm: 4.50 (4.50)  Acct: 6.71 (6.71)  time: 0.4076  data: 0.0002
[11-17 21:16:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [ 417/1669]  eta: 0:08:51  tlr: 6.7e-05  tnm: 0.42  Lm: 5.918 (5.918)  Lt: 5.323 (5.323)  Accm: 4.20 (4.20)  Acct: 6.14 (6.14)  time: 0.4076  data: 0.0002
[11-17 21:16:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [ 417/1669]  eta: 0:08:51  tlr: 6.7e-05  tnm: 0.42  Lm: 5.849 (5.849)  Lt: 5.211 (5.211)  Accm: 4.28 (4.28)  Acct: 6.43 (6.43)  time: 0.4076  data: 0.0002
[11-17 21:16:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [ 417/1669]  eta: 0:08:51  tlr: 6.7e-05  tnm: 0.42  Lm: 5.859 (5.859)  Lt: 5.217 (5.217)  Accm: 4.40 (4.40)  Acct: 6.81 (6.81)  time: 0.4076  data: 0.0002
[11-17 21:18:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [ 834/1669]  eta: 0:05:51  tlr: 6.7e-05  tnm: 0.41  Lm: 5.886 (5.880)  Lt: 5.249 (5.244)  Accm: 4.40 (4.40)  Acct: 6.77 (6.80)  time: 0.4064  data: 0.0002
[11-17 21:18:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [ 834/1669]  eta: 0:05:51  tlr: 6.7e-05  tnm: 0.41  Lm: 5.825 (5.841)  Lt: 5.201 (5.208)  Accm: 4.40 (4.32)  Acct: 6.59 (6.49)  time: 0.4064  data: 0.0002
[11-17 21:18:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [ 834/1669]  eta: 0:05:51  tlr: 6.7e-05  tnm: 0.41  Lm: 5.841 (5.825)  Lt: 5.162 (5.159)  Accm: 4.60 (4.53)  Acct: 6.97 (6.90)  time: 0.4064  data: 0.0002
[11-17 21:18:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [ 834/1669]  eta: 0:05:51  tlr: 6.7e-05  tnm: 0.41  Lm: 5.922 (5.919)  Lt: 5.292 (5.313)  Accm: 4.25 (4.24)  Acct: 6.18 (6.30)  time: 0.4064  data: 0.0002
[11-17 21:22:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [1251/1669]  eta: 0:02:59  tlr: 6.7e-05  tnm: 0.46  Lm: 5.898 (5.845)  Lt: 5.274 (5.216)  Accm: 4.29 (4.55)  Acct: 6.40 (6.79)  time: 0.4599  data: 0.0002
[11-17 21:22:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [1251/1669]  eta: 0:02:59  tlr: 6.7e-05  tnm: 0.46  Lm: 5.845 (5.849)  Lt: 5.169 (5.186)  Accm: 4.47 (4.44)  Acct: 6.71 (6.71)  time: 0.4599  data: 0.0002
[11-17 21:22:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [1251/1669]  eta: 0:02:59  tlr: 6.7e-05  tnm: 0.46  Lm: 5.904 (5.897)  Lt: 5.273 (5.261)  Accm: 4.38 (4.36)  Acct: 6.75 (6.75)  time: 0.4599  data: 0.0002
[11-17 21:22:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [1251/1669]  eta: 0:02:59  tlr: 6.7e-05  tnm: 0.46  Lm: 5.854 (5.852)  Lt: 5.210 (5.211)  Accm: 4.25 (4.27)  Acct: 6.37 (6.40)  time: 0.4599  data: 0.0002
[11-17 21:24:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [1668/1669]  eta: 0:00:00  tlr: 6.7e-05  tnm: 0.42  Lm: 5.881 (5.858)  Lt: 5.220 (5.219)  Accm: 4.40 (4.30)  Acct: 6.46 (6.41)  time: 0.4115  data: 0.0015
[11-17 21:24:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 205/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 21:24:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [1668/1669]  eta: 0:00:00  tlr: 6.7e-05  tnm: 0.42  Lm: 5.886 (5.873)  Lt: 5.249 (5.222)  Accm: 4.40 (4.48)  Acct: 6.77 (6.91)  time: 0.4114  data: 0.0016
[11-17 21:24:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [1668/1669]  eta: 0:00:00  tlr: 6.7e-05  tnm: 0.42  Lm: 5.921 (5.860)  Lt: 5.278 (5.229)  Accm: 4.25 (4.44)  Acct: 6.35 (6.70)  time: 0.4114  data: 0.0013
[11-17 21:24:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 205/350]  [1668/1669]  eta: 0:00:00  tlr: 6.7e-05  tnm: 0.42  Lm: 5.841 (5.843)  Lt: 5.162 (5.178)  Accm: 4.34 (4.41)  Acct: 6.53 (6.68)  time: 0.4115  data: 0.0014
[11-17 21:24:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 205/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 21:24:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 205/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 21:24:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 205/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 21:24:59] (/home/user/VAR/train.py , line 276)=>      [ep205]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.217),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:42:23,  Finish: 2024-11-18 09:07
[11-17 21:24:59] (/home/user/VAR/train.py , line 276)=>      [ep205]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.217),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:42:13,  Finish: 2024-11-18 09:07
[11-17 21:24:59] (/home/user/VAR/train.py , line 276)=>      [ep205]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.217),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:41:35,  Finish: 2024-11-18 09:06
[11-17 21:24:59] (/home/user/VAR/train.py , line 276)=>      [ep205]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.217),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:41:53,  Finish: 2024-11-18 09:06
[11-17 21:24:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [   0/1669]  eta: 0:09:59  tlr: 6.7e-05  tnm: 0.43  Lm: 6.016 (6.016)  Lt: 5.376 (5.376)  Accm: 3.74 (3.74)  Acct: 5.66 (5.66)  time: 0.3593  data: 0.0003
[11-17 21:24:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [   0/1669]  eta: 0:10:06  tlr: 6.7e-05  tnm: 0.43  Lm: 5.830 (5.830)  Lt: 5.187 (5.187)  Accm: 4.50 (4.50)  Acct: 6.77 (6.77)  time: 0.3636  data: 0.0004
[11-17 21:24:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [   0/1669]  eta: 0:10:08  tlr: 6.7e-05  tnm: 0.43  Lm: 5.890 (5.890)  Lt: 5.274 (5.274)  Accm: 4.29 (4.29)  Acct: 6.47 (6.47)  time: 0.3646  data: 0.0004
[11-17 21:24:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [   0/1669]  eta: 0:10:06  tlr: 6.7e-05  tnm: 0.43  Lm: 5.899 (5.899)  Lt: 5.255 (5.255)  Accm: 4.41 (4.41)  Acct: 6.80 (6.80)  time: 0.3634  data: 0.0004
[11-17 21:28:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [ 417/1669]  eta: 0:09:08  tlr: 6.7e-05  tnm: 0.43  Lm: 5.898 (5.898)  Lt: 5.260 (5.260)  Accm: 4.22 (4.22)  Acct: 6.54 (6.54)  time: 0.4111  data: 0.0002
[11-17 21:28:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [ 417/1669]  eta: 0:09:08  tlr: 6.7e-05  tnm: 0.43  Lm: 5.915 (5.915)  Lt: 5.259 (5.259)  Accm: 4.13 (4.13)  Acct: 6.24 (6.24)  time: 0.4111  data: 0.0002
[11-17 21:28:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [ 417/1669]  eta: 0:09:08  tlr: 6.7e-05  tnm: 0.43  Lm: 5.827 (5.827)  Lt: 5.186 (5.186)  Accm: 4.68 (4.68)  Acct: 7.13 (7.13)  time: 0.4111  data: 0.0002
[11-17 21:28:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [ 417/1669]  eta: 0:09:08  tlr: 6.7e-05  tnm: 0.43  Lm: 5.806 (5.806)  Lt: 5.153 (5.153)  Accm: 4.49 (4.49)  Acct: 6.80 (6.80)  time: 0.4111  data: 0.0002
[11-17 21:30:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [ 834/1669]  eta: 0:05:59  tlr: 6.7e-05  tnm: 0.52  Lm: 5.810 (5.808)  Lt: 5.187 (5.168)  Accm: 4.47 (4.36)  Acct: 6.77 (6.69)  time: 0.4065  data: 0.0003
[11-17 21:30:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [ 834/1669]  eta: 0:05:59  tlr: 6.7e-05  tnm: 0.52  Lm: 5.771 (5.808)  Lt: 5.119 (5.164)  Accm: 4.76 (4.71)  Acct: 7.27 (7.17)  time: 0.4065  data: 0.0002
[11-17 21:30:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [ 834/1669]  eta: 0:05:59  tlr: 6.7e-05  tnm: 0.52  Lm: 5.814 (5.864)  Lt: 5.141 (5.197)  Accm: 4.51 (4.36)  Acct: 6.82 (6.61)  time: 0.4066  data: 0.0003
[11-17 21:30:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [ 834/1669]  eta: 0:05:59  tlr: 6.7e-05  tnm: 0.52  Lm: 5.897 (5.897)  Lt: 5.255 (5.257)  Accm: 4.39 (4.28)  Acct: 6.71 (6.60)  time: 0.4065  data: 0.0003
[11-17 21:33:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [1251/1669]  eta: 0:02:58  tlr: 6.7e-05  tnm: 0.43  Lm: 5.898 (5.907)  Lt: 5.253 (5.247)  Accm: 4.39 (4.30)  Acct: 6.76 (6.68)  time: 0.4460  data: 0.0002
[11-17 21:33:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [1251/1669]  eta: 0:02:58  tlr: 6.7e-05  tnm: 0.43  Lm: 5.830 (5.838)  Lt: 5.174 (5.180)  Accm: 4.52 (4.49)  Acct: 6.87 (6.83)  time: 0.4460  data: 0.0002
[11-17 21:33:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [1251/1669]  eta: 0:02:58  tlr: 6.7e-05  tnm: 0.43  Lm: 5.820 (5.834)  Lt: 5.193 (5.187)  Accm: 4.29 (4.29)  Acct: 6.61 (6.63)  time: 0.4460  data: 0.0002
[11-17 21:33:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [1251/1669]  eta: 0:02:58  tlr: 6.7e-05  tnm: 0.43  Lm: 5.825 (5.857)  Lt: 5.159 (5.192)  Accm: 4.58 (4.43)  Acct: 7.08 (6.79)  time: 0.4460  data: 0.0002
[11-17 21:36:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [1668/1669]  eta: 0:00:00  tlr: 6.7e-05  tnm: 0.43  Lm: 5.814 (5.811)  Lt: 5.141 (5.151)  Accm: 4.65 (4.63)  Acct: 7.33 (7.07)  time: 0.4142  data: 0.0018
[11-17 21:36:50] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 206/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 21:36:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [1668/1669]  eta: 0:00:00  tlr: 6.7e-05  tnm: 0.43  Lm: 5.830 (5.864)  Lt: 5.198 (5.220)  Accm: 4.12 (4.24)  Acct: 6.46 (6.53)  time: 0.4142  data: 0.0020
[11-17 21:36:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [1668/1669]  eta: 0:00:00  tlr: 6.7e-05  tnm: 0.43  Lm: 5.890 (5.850)  Lt: 5.228 (5.190)  Accm: 4.29 (4.40)  Acct: 6.47 (6.75)  time: 0.4142  data: 0.0015
[11-17 21:36:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 206/350]  [1668/1669]  eta: 0:00:00  tlr: 6.7e-05  tnm: 0.43  Lm: 5.897 (5.902)  Lt: 5.250 (5.244)  Accm: 4.38 (4.32)  Acct: 6.71 (6.67)  time: 0.4142  data: 0.0025
[11-17 21:36:50] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 206/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 21:36:50] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 206/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 21:36:50] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 206/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 21:36:50] (/home/user/VAR/train.py , line 276)=>      [ep206]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.217),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:50:26,  Finish: 2024-11-18 09:27
[11-17 21:36:50] (/home/user/VAR/train.py , line 276)=>      [ep206]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.217),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:50:31,  Finish: 2024-11-18 09:27
[11-17 21:36:50] (/home/user/VAR/train.py , line 276)=>      [ep206]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.217),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:50:30,  Finish: 2024-11-18 09:27
[11-17 21:36:50] (/home/user/VAR/train.py , line 276)=>      [ep206]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.217),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:50:12,  Finish: 2024-11-18 09:27
[11-17 21:36:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [   0/1669]  eta: 0:11:19  tlr: 6.7e-05  tnm: 0.43  Lm: 5.775 (5.775)  Lt: 5.120 (5.120)  Accm: 4.85 (4.85)  Acct: 7.35 (7.35)  time: 0.4070  data: 0.0003
[11-17 21:36:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [   0/1669]  eta: 0:11:19  tlr: 6.7e-05  tnm: 0.43  Lm: 5.777 (5.777)  Lt: 5.158 (5.158)  Accm: 4.80 (4.80)  Acct: 6.53 (6.53)  time: 0.4070  data: 0.0004
[11-17 21:36:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [   0/1669]  eta: 0:11:19  tlr: 6.7e-05  tnm: 0.43  Lm: 5.900 (5.900)  Lt: 5.264 (5.264)  Accm: 4.22 (4.22)  Acct: 6.23 (6.23)  time: 0.4069  data: 0.0004
[11-17 21:36:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [   0/1669]  eta: 0:11:18  tlr: 6.7e-05  tnm: 0.43  Lm: 5.923 (5.923)  Lt: 5.315 (5.315)  Accm: 4.28 (4.28)  Acct: 6.66 (6.66)  time: 0.4067  data: 0.0003
[11-17 21:39:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [ 417/1669]  eta: 0:09:15  tlr: 6.7e-05  tnm: 0.44  Lm: 5.863 (5.863)  Lt: 5.230 (5.230)  Accm: 4.61 (4.61)  Acct: 7.15 (7.15)  time: 0.4105  data: 0.0003
[11-17 21:39:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [ 417/1669]  eta: 0:09:15  tlr: 6.7e-05  tnm: 0.44  Lm: 5.837 (5.837)  Lt: 5.218 (5.218)  Accm: 4.44 (4.44)  Acct: 6.57 (6.57)  time: 0.4105  data: 0.0002
[11-17 21:39:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [ 417/1669]  eta: 0:09:15  tlr: 6.7e-05  tnm: 0.44  Lm: 5.806 (5.806)  Lt: 5.137 (5.137)  Accm: 4.46 (4.46)  Acct: 6.90 (6.90)  time: 0.4105  data: 0.0002
[11-17 21:39:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [ 417/1669]  eta: 0:09:15  tlr: 6.7e-05  tnm: 0.44  Lm: 5.769 (5.769)  Lt: 5.151 (5.151)  Accm: 4.91 (4.91)  Acct: 6.95 (6.95)  time: 0.4105  data: 0.0002
[11-17 21:42:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [ 834/1669]  eta: 0:06:07  tlr: 6.6e-05  tnm: 0.45  Lm: 5.777 (5.816)  Lt: 5.158 (5.180)  Accm: 4.80 (4.63)  Acct: 6.53 (6.69)  time: 0.4091  data: 0.0002
[11-17 21:42:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [ 834/1669]  eta: 0:06:07  tlr: 6.6e-05  tnm: 0.45  Lm: 5.923 (5.924)  Lt: 5.315 (5.290)  Accm: 4.28 (4.34)  Acct: 6.66 (6.78)  time: 0.4091  data: 0.0004
[11-17 21:42:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [ 834/1669]  eta: 0:06:07  tlr: 6.6e-05  tnm: 0.45  Lm: 5.792 (5.822)  Lt: 5.173 (5.199)  Accm: 4.57 (4.48)  Acct: 6.90 (6.78)  time: 0.4091  data: 0.0002
[11-17 21:42:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [ 834/1669]  eta: 0:06:07  tlr: 6.6e-05  tnm: 0.45  Lm: 5.838 (5.862)  Lt: 5.155 (5.195)  Accm: 4.06 (4.31)  Acct: 6.44 (6.70)  time: 0.4091  data: 0.0002
[11-17 21:45:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [1251/1669]  eta: 0:03:00  tlr: 6.6e-05  tnm: 0.42  Lm: 5.839 (5.856)  Lt: 5.173 (5.195)  Accm: 4.31 (4.37)  Acct: 6.75 (6.79)  time: 0.4554  data: 0.0002
[11-17 21:45:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [1251/1669]  eta: 0:03:00  tlr: 6.6e-05  tnm: 0.42  Lm: 5.946 (5.935)  Lt: 5.320 (5.299)  Accm: 4.03 (4.18)  Acct: 6.35 (6.54)  time: 0.4554  data: 0.0002
[11-17 21:45:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [1251/1669]  eta: 0:03:00  tlr: 6.6e-05  tnm: 0.42  Lm: 5.769 (5.773)  Lt: 5.151 (5.138)  Accm: 4.91 (4.74)  Acct: 6.95 (6.93)  time: 0.4554  data: 0.0002
[11-17 21:45:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [1251/1669]  eta: 0:03:00  tlr: 6.6e-05  tnm: 0.42  Lm: 5.843 (5.840)  Lt: 5.218 (5.215)  Accm: 4.40 (4.39)  Acct: 6.57 (6.56)  time: 0.4554  data: 0.0002
[11-17 21:48:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [1668/1669]  eta: 0:00:00  tlr: 6.6e-05  tnm: 0.45  Lm: 5.894 (5.856)  Lt: 5.250 (5.222)  Accm: 4.22 (4.35)  Acct: 6.66 (6.58)  time: 0.4085  data: 0.0017
[11-17 21:48:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 207/350]   Total time:      0:11:58   (0.430 s / it)
[11-17 21:48:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [1668/1669]  eta: 0:00:00  tlr: 6.6e-05  tnm: 0.45  Lm: 5.777 (5.799)  Lt: 5.158 (5.150)  Accm: 4.80 (4.69)  Acct: 7.09 (6.97)  time: 0.4085  data: 0.0021
[11-17 21:48:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [1668/1669]  eta: 0:00:00  tlr: 6.6e-05  tnm: 0.45  Lm: 5.839 (5.860)  Lt: 5.192 (5.201)  Accm: 4.55 (4.41)  Acct: 6.94 (6.82)  time: 0.4086  data: 0.0017
[11-17 21:48:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 207/350]  [1668/1669]  eta: 0:00:00  tlr: 6.6e-05  tnm: 0.45  Lm: 5.923 (5.933)  Lt: 5.315 (5.295)  Accm: 4.11 (4.17)  Acct: 6.59 (6.55)  time: 0.4085  data: 0.0019
[11-17 21:48:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 207/350]   Total time:      0:11:58   (0.430 s / it)
[11-17 21:48:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 207/350]   Total time:      0:11:58   (0.430 s / it)
[11-17 21:48:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 207/350]   Total time:      0:11:58   (0.430 s / it)
[11-17 21:48:48] (/home/user/VAR/train.py , line 276)=>      [ep207]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.215),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:21:08,  Finish: 2024-11-18 09:09
[11-17 21:48:48] (/home/user/VAR/train.py , line 276)=>      [ep207]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.215),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:20:51,  Finish: 2024-11-18 09:09
[11-17 21:48:48] (/home/user/VAR/train.py , line 276)=>      [ep207]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.215),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:20:18,  Finish: 2024-11-18 09:09
[11-17 21:48:48] (/home/user/VAR/train.py , line 276)=>      [ep207]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.215),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:22:05,  Finish: 2024-11-18 09:10
[11-17 21:48:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [   0/1669]  eta: 0:10:22  tlr: 6.6e-05  tnm: 0.44  Lm: 5.834 (5.834)  Lt: 5.200 (5.200)  Accm: 4.57 (4.57)  Acct: 6.99 (6.99)  time: 0.3731  data: 0.0004
[11-17 21:48:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [   0/1669]  eta: 0:10:22  tlr: 6.6e-05  tnm: 0.44  Lm: 5.905 (5.905)  Lt: 5.289 (5.289)  Accm: 4.36 (4.36)  Acct: 6.49 (6.49)  time: 0.3727  data: 0.0003
[11-17 21:48:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [   0/1669]  eta: 0:10:21  tlr: 6.6e-05  tnm: 0.44  Lm: 5.900 (5.900)  Lt: 5.250 (5.250)  Accm: 4.29 (4.29)  Acct: 6.85 (6.85)  time: 0.3723  data: 0.0004
[11-17 21:48:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [   0/1669]  eta: 0:10:22  tlr: 6.6e-05  tnm: 0.44  Lm: 5.805 (5.805)  Lt: 5.189 (5.189)  Accm: 5.06 (5.06)  Acct: 7.59 (7.59)  time: 0.3730  data: 0.0003
[11-17 21:51:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [ 417/1669]  eta: 0:08:57  tlr: 6.6e-05  tnm: 0.46  Lm: 5.799 (5.799)  Lt: 5.152 (5.152)  Accm: 4.93 (4.93)  Acct: 7.62 (7.62)  time: 0.4532  data: 0.0002
[11-17 21:51:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [ 417/1669]  eta: 0:08:57  tlr: 6.6e-05  tnm: 0.46  Lm: 5.871 (5.871)  Lt: 5.229 (5.229)  Accm: 4.38 (4.38)  Acct: 6.74 (6.74)  time: 0.4532  data: 0.0002
[11-17 21:51:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [ 417/1669]  eta: 0:08:57  tlr: 6.6e-05  tnm: 0.46  Lm: 5.829 (5.829)  Lt: 5.181 (5.181)  Accm: 4.65 (4.65)  Acct: 7.27 (7.27)  time: 0.4532  data: 0.0002
[11-17 21:51:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [ 417/1669]  eta: 0:08:57  tlr: 6.6e-05  tnm: 0.46  Lm: 5.907 (5.907)  Lt: 5.264 (5.264)  Accm: 4.13 (4.13)  Acct: 6.49 (6.49)  time: 0.4532  data: 0.0002
[11-17 21:54:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [ 834/1669]  eta: 0:06:01  tlr: 6.6e-05  tnm: 0.42  Lm: 5.914 (5.929)  Lt: 5.278 (5.301)  Accm: 3.97 (4.04)  Acct: 6.13 (6.27)  time: 0.4082  data: 0.0002
[11-17 21:54:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [ 834/1669]  eta: 0:06:01  tlr: 6.6e-05  tnm: 0.42  Lm: 5.834 (5.849)  Lt: 5.200 (5.191)  Accm: 4.57 (4.50)  Acct: 6.99 (7.03)  time: 0.4082  data: 0.0002
[11-17 21:54:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [ 834/1669]  eta: 0:06:01  tlr: 6.6e-05  tnm: 0.42  Lm: 5.805 (5.820)  Lt: 5.189 (5.183)  Accm: 4.81 (4.66)  Acct: 7.59 (7.22)  time: 0.4082  data: 0.0002
[11-17 21:54:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [ 834/1669]  eta: 0:06:01  tlr: 6.6e-05  tnm: 0.42  Lm: 5.838 (5.847)  Lt: 5.170 (5.189)  Accm: 4.40 (4.48)  Acct: 6.99 (6.86)  time: 0.4082  data: 0.0002
[11-17 21:57:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [1251/1669]  eta: 0:02:59  tlr: 6.6e-05  tnm: 0.45  Lm: 5.871 (5.864)  Lt: 5.229 (5.218)  Accm: 4.38 (4.36)  Acct: 6.74 (6.64)  time: 0.4089  data: 0.0002
[11-17 21:57:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [1251/1669]  eta: 0:02:59  tlr: 6.6e-05  tnm: 0.45  Lm: 5.936 (5.936)  Lt: 5.293 (5.303)  Accm: 4.05 (4.06)  Acct: 6.29 (6.31)  time: 0.4089  data: 0.0002
[11-17 21:57:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [1251/1669]  eta: 0:02:59  tlr: 6.6e-05  tnm: 0.45  Lm: 5.833 (5.839)  Lt: 5.217 (5.202)  Accm: 4.53 (4.56)  Acct: 7.02 (7.03)  time: 0.4089  data: 0.0002
[11-17 21:57:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [1251/1669]  eta: 0:02:59  tlr: 6.6e-05  tnm: 0.45  Lm: 5.846 (5.851)  Lt: 5.206 (5.199)  Accm: 4.57 (4.52)  Acct: 7.02 (7.04)  time: 0.4089  data: 0.0002
[11-17 22:00:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [1668/1669]  eta: 0:00:00  tlr: 6.6e-05  tnm: 0.41  Lm: 5.834 (5.846)  Lt: 5.200 (5.195)  Accm: 4.57 (4.49)  Acct: 6.99 (6.94)  time: 0.4128  data: 0.0016
[11-17 22:00:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 208/350]   Total time:      0:11:58   (0.431 s / it)
[11-17 22:00:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [1668/1669]  eta: 0:00:00  tlr: 6.6e-05  tnm: 0.41  Lm: 5.893 (5.870)  Lt: 5.237 (5.221)  Accm: 4.36 (4.27)  Acct: 6.49 (6.53)  time: 0.4128  data: 0.0015
[11-17 22:00:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [1668/1669]  eta: 0:00:00  tlr: 6.6e-05  tnm: 0.41  Lm: 5.959 (5.941)  Lt: 5.286 (5.299)  Accm: 4.13 (4.08)  Acct: 6.46 (6.36)  time: 0.4128  data: 0.0017
[11-17 22:00:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 208/350]  [1668/1669]  eta: 0:00:00  tlr: 6.6e-05  tnm: 0.41  Lm: 5.861 (5.856)  Lt: 5.244 (5.222)  Accm: 4.26 (4.44)  Acct: 6.46 (6.75)  time: 0.4128  data: 0.0015
[11-17 22:00:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 208/350]   Total time:      0:11:58   (0.431 s / it)
[11-17 22:00:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 208/350]   Total time:      0:11:58   (0.431 s / it)
[11-17 22:00:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 208/350]   Total time:      0:11:58   (0.431 s / it)
[11-17 22:00:47] (/home/user/VAR/train.py , line 276)=>      [ep208]  (training )  Lm: 5.858 (5.876), Lt: 5.209 (5.228),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:17:41,  Finish: 2024-11-18 09:18
[11-17 22:00:47] (/home/user/VAR/train.py , line 276)=>      [ep208]  (training )  Lm: 5.858 (5.876), Lt: 5.209 (5.228),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:17:30,  Finish: 2024-11-18 09:18
[11-17 22:00:47] (/home/user/VAR/train.py , line 276)=>      [ep208]  (training )  Lm: 5.858 (5.876), Lt: 5.209 (5.228),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:18:11,  Finish: 2024-11-18 09:18
[11-17 22:00:47] (/home/user/VAR/train.py , line 276)=>      [ep208]  (training )  Lm: 5.858 (5.876), Lt: 5.209 (5.228),  Acc m&t: 4.40 6.73,  Remain: 1 day, 3:18:04,  Finish: 2024-11-18 09:18
[11-17 22:00:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [   0/1669]  eta: 0:10:09  tlr: 6.6e-05  tnm: 0.41  Lm: 5.859 (5.859)  Lt: 5.219 (5.219)  Accm: 4.32 (4.32)  Acct: 6.30 (6.30)  time: 0.3651  data: 0.0004
[11-17 22:00:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [   0/1669]  eta: 0:10:09  tlr: 6.6e-05  tnm: 0.41  Lm: 5.955 (5.955)  Lt: 5.340 (5.340)  Accm: 4.07 (4.07)  Acct: 6.18 (6.18)  time: 0.3650  data: 0.0003
[11-17 22:00:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [   0/1669]  eta: 0:10:09  tlr: 6.6e-05  tnm: 0.41  Lm: 5.870 (5.870)  Lt: 5.209 (5.209)  Accm: 4.22 (4.22)  Acct: 6.32 (6.32)  time: 0.3651  data: 0.0004
[11-17 22:00:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [   0/1669]  eta: 0:10:08  tlr: 6.6e-05  tnm: 0.41  Lm: 5.742 (5.742)  Lt: 5.093 (5.093)  Accm: 4.90 (4.90)  Acct: 7.16 (7.16)  time: 0.3645  data: 0.0004
[11-17 22:03:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [ 417/1669]  eta: 0:08:45  tlr: 6.6e-05  tnm: 0.42  Lm: 5.832 (5.832)  Lt: 5.173 (5.173)  Accm: 4.52 (4.52)  Acct: 6.75 (6.75)  time: 0.4557  data: 0.0003
[11-17 22:03:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [ 417/1669]  eta: 0:08:45  tlr: 6.6e-05  tnm: 0.42  Lm: 5.875 (5.875)  Lt: 5.223 (5.223)  Accm: 4.24 (4.24)  Acct: 6.61 (6.61)  time: 0.4557  data: 0.0002
[11-17 22:03:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [ 417/1669]  eta: 0:08:45  tlr: 6.6e-05  tnm: 0.42  Lm: 5.874 (5.874)  Lt: 5.222 (5.222)  Accm: 4.20 (4.20)  Acct: 6.31 (6.31)  time: 0.4557  data: 0.0002
[11-17 22:03:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [ 417/1669]  eta: 0:08:45  tlr: 6.6e-05  tnm: 0.42  Lm: 5.925 (5.925)  Lt: 5.287 (5.287)  Accm: 4.01 (4.01)  Acct: 6.09 (6.09)  time: 0.4557  data: 0.0002
[11-17 22:06:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [ 834/1669]  eta: 0:05:53  tlr: 6.6e-05  tnm: 0.46  Lm: 5.941 (5.930)  Lt: 5.332 (5.302)  Accm: 3.96 (3.99)  Acct: 5.99 (5.95)  time: 0.4109  data: 0.0002
[11-17 22:06:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [ 834/1669]  eta: 0:05:53  tlr: 6.6e-05  tnm: 0.46  Lm: 5.782 (5.815)  Lt: 5.127 (5.158)  Accm: 4.76 (4.60)  Acct: 6.90 (6.80)  time: 0.4109  data: 0.0002
[11-17 22:06:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [ 834/1669]  eta: 0:05:53  tlr: 6.6e-05  tnm: 0.46  Lm: 5.870 (5.816)  Lt: 5.209 (5.162)  Accm: 4.25 (4.61)  Acct: 6.90 (7.05)  time: 0.4109  data: 0.0002
[11-17 22:06:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [ 834/1669]  eta: 0:05:53  tlr: 6.6e-05  tnm: 0.46  Lm: 5.859 (5.861)  Lt: 5.219 (5.201)  Accm: 4.32 (4.31)  Acct: 6.32 (6.66)  time: 0.4109  data: 0.0002
[11-17 22:09:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [1251/1669]  eta: 0:02:57  tlr: 6.5e-05  tnm: 0.48  Lm: 5.871 (5.867)  Lt: 5.222 (5.209)  Accm: 4.38 (4.34)  Acct: 6.42 (6.62)  time: 0.4093  data: 0.0002
[11-17 22:09:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [1251/1669]  eta: 0:02:57  tlr: 6.5e-05  tnm: 0.48  Lm: 5.918 (5.903)  Lt: 5.283 (5.262)  Accm: 4.01 (4.16)  Acct: 6.09 (6.21)  time: 0.4093  data: 0.0002
[11-17 22:09:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [1251/1669]  eta: 0:02:57  tlr: 6.5e-05  tnm: 0.48  Lm: 5.875 (5.837)  Lt: 5.219 (5.179)  Accm: 4.24 (4.51)  Acct: 6.75 (6.93)  time: 0.4093  data: 0.0002
[11-17 22:09:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [1251/1669]  eta: 0:02:57  tlr: 6.5e-05  tnm: 0.48  Lm: 5.850 (5.841)  Lt: 5.181 (5.177)  Accm: 4.51 (4.51)  Acct: 6.84 (6.79)  time: 0.4093  data: 0.0002
[11-17 22:12:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [1668/1669]  eta: 0:00:00  tlr: 6.5e-05  tnm: 0.44  Lm: 5.895 (5.852)  Lt: 5.235 (5.190)  Accm: 4.25 (4.41)  Acct: 6.77 (6.67)  time: 0.4059  data: 0.0014
[11-17 22:12:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 209/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 22:12:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [1668/1669]  eta: 0:00:00  tlr: 6.5e-05  tnm: 0.44  Lm: 5.870 (5.835)  Lt: 5.222 (5.187)  Accm: 4.25 (4.47)  Acct: 6.59 (6.80)  time: 0.4059  data: 0.0019
[11-17 22:12:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [1668/1669]  eta: 0:00:00  tlr: 6.5e-05  tnm: 0.44  Lm: 5.872 (5.868)  Lt: 5.225 (5.217)  Accm: 4.41 (4.35)  Acct: 6.53 (6.63)  time: 0.4059  data: 0.0016
[11-17 22:12:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 209/350]  [1668/1669]  eta: 0:00:00  tlr: 6.5e-05  tnm: 0.44  Lm: 5.941 (5.920)  Lt: 5.332 (5.280)  Accm: 3.98 (4.13)  Acct: 6.04 (6.17)  time: 0.4059  data: 0.0015
[11-17 22:12:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 209/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 22:12:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 209/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 22:12:47] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 209/350]   Total time:      0:11:59   (0.431 s / it)
[11-17 22:14:59] (home/user/VAR/trainer.py, line 113)=> FID: 6.320868713231164
[11-17 22:15:00] (/home/user/VAR/train.py , line 259)=>  [*] [ep209]  (val 50000)  Lm: 5.8658, Lt: 5.2150, Acc m&t: 4.36 6.67,  Val cost: 132.25s
[11-17 22:15:00] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-17 22:15:09] (/home/user/VAR/train.py , line 276)=>      [ep209]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.215),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:44:44,  Finish: 2024-11-18 08:57
[11-17 22:15:09] (/home/user/VAR/train.py , line 276)=>      [ep209]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.215),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:45:07,  Finish: 2024-11-18 08:57
[11-17 22:15:09] (/home/user/VAR/train.py , line 276)=>      [ep209]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.215),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:44:52,  Finish: 2024-11-18 08:57
[11-17 22:15:09] (/home/user/VAR/train.py , line 276)=>      [ep209]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.215),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:45:11,  Finish: 2024-11-18 08:57
[11-17 22:15:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [   0/1669]  eta: 0:11:02  tlr: 6.5e-05  tnm: 0.43  Lm: 5.965 (5.965)  Lt: 5.397 (5.397)  Accm: 4.22 (4.22)  Acct: 6.40 (6.40)  time: 0.3967  data: 0.0004
[11-17 22:15:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [   0/1669]  eta: 0:11:01  tlr: 6.5e-05  tnm: 0.43  Lm: 5.923 (5.923)  Lt: 5.291 (5.291)  Accm: 4.12 (4.12)  Acct: 6.37 (6.37)  time: 0.3965  data: 0.0004
[11-17 22:15:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [   0/1669]  eta: 0:11:01  tlr: 6.5e-05  tnm: 0.43  Lm: 5.930 (5.930)  Lt: 5.273 (5.273)  Accm: 4.35 (4.35)  Acct: 6.65 (6.65)  time: 0.3966  data: 0.0004
[11-17 22:15:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [   0/1669]  eta: 0:11:12  tlr: 6.5e-05  tnm: 0.43  Lm: 5.869 (5.869)  Lt: 5.188 (5.188)  Accm: 4.01 (4.01)  Acct: 6.08 (6.08)  time: 0.4028  data: 0.0003
[11-17 22:18:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [ 417/1669]  eta: 0:08:42  tlr: 6.5e-05  tnm: 0.43  Lm: 5.856 (5.856)  Lt: 5.179 (5.179)  Accm: 4.26 (4.26)  Acct: 6.50 (6.50)  time: 0.4575  data: 0.0003
[11-17 22:18:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [ 417/1669]  eta: 0:08:42  tlr: 6.5e-05  tnm: 0.43  Lm: 5.922 (5.922)  Lt: 5.272 (5.272)  Accm: 4.43 (4.43)  Acct: 6.93 (6.93)  time: 0.4574  data: 0.0002
[11-17 22:18:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [ 417/1669]  eta: 0:08:42  tlr: 6.5e-05  tnm: 0.43  Lm: 5.910 (5.910)  Lt: 5.302 (5.302)  Accm: 4.31 (4.31)  Acct: 6.47 (6.47)  time: 0.4574  data: 0.0002
[11-17 22:18:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [ 417/1669]  eta: 0:08:42  tlr: 6.5e-05  tnm: 0.43  Lm: 5.941 (5.941)  Lt: 5.309 (5.309)  Accm: 4.16 (4.16)  Acct: 6.31 (6.31)  time: 0.4574  data: 0.0002
[11-17 22:21:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [ 834/1669]  eta: 0:05:51  tlr: 6.5e-05  tnm: 0.44  Lm: 5.923 (5.930)  Lt: 5.291 (5.289)  Accm: 4.12 (4.13)  Acct: 6.28 (6.30)  time: 0.4518  data: 0.0002
[11-17 22:21:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [ 834/1669]  eta: 0:05:51  tlr: 6.5e-05  tnm: 0.44  Lm: 5.842 (5.841)  Lt: 5.169 (5.170)  Accm: 4.35 (4.29)  Acct: 6.73 (6.58)  time: 0.4518  data: 0.0002
[11-17 22:21:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [ 834/1669]  eta: 0:05:51  tlr: 6.5e-05  tnm: 0.44  Lm: 5.915 (5.914)  Lt: 5.272 (5.262)  Accm: 4.35 (4.39)  Acct: 6.65 (6.79)  time: 0.4518  data: 0.0002
[11-17 22:21:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [ 834/1669]  eta: 0:05:51  tlr: 6.5e-05  tnm: 0.44  Lm: 5.856 (5.892)  Lt: 5.230 (5.278)  Accm: 4.39 (4.44)  Acct: 6.54 (6.59)  time: 0.4518  data: 0.0002
[11-17 22:23:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [1251/1669]  eta: 0:02:55  tlr: 6.5e-05  tnm: 0.43  Lm: 5.861 (5.886)  Lt: 5.232 (5.267)  Accm: 4.47 (4.46)  Acct: 6.69 (6.72)  time: 0.4085  data: 0.0002
[11-17 22:23:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [1251/1669]  eta: 0:02:55  tlr: 6.5e-05  tnm: 0.43  Lm: 5.856 (5.848)  Lt: 5.179 (5.187)  Accm: 4.40 (4.33)  Acct: 6.83 (6.72)  time: 0.4085  data: 0.0002
[11-17 22:23:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [1251/1669]  eta: 0:02:55  tlr: 6.5e-05  tnm: 0.43  Lm: 5.916 (5.904)  Lt: 5.270 (5.268)  Accm: 4.16 (4.21)  Acct: 6.30 (6.31)  time: 0.4085  data: 0.0002
[11-17 22:23:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [1251/1669]  eta: 0:02:55  tlr: 6.5e-05  tnm: 0.43  Lm: 5.906 (5.882)  Lt: 5.257 (5.239)  Accm: 4.43 (4.59)  Acct: 6.93 (7.01)  time: 0.4085  data: 0.0002
[11-17 22:26:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [1668/1669]  eta: 0:00:00  tlr: 6.5e-05  tnm: 0.43  Lm: 5.896 (5.871)  Lt: 5.241 (5.222)  Accm: 4.52 (4.60)  Acct: 7.08 (7.02)  time: 0.4097  data: 0.0015
[11-17 22:26:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 210/350]   Total time:      0:11:50   (0.426 s / it)
[11-17 22:26:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [1668/1669]  eta: 0:00:00  tlr: 6.5e-05  tnm: 0.43  Lm: 5.909 (5.886)  Lt: 5.249 (5.247)  Accm: 4.19 (4.33)  Acct: 6.32 (6.55)  time: 0.4097  data: 0.0015
[11-17 22:26:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [1668/1669]  eta: 0:00:00  tlr: 6.5e-05  tnm: 0.43  Lm: 5.866 (5.889)  Lt: 5.233 (5.262)  Accm: 4.39 (4.39)  Acct: 6.54 (6.64)  time: 0.4097  data: 0.0019
[11-17 22:26:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 210/350]  [1668/1669]  eta: 0:00:00  tlr: 6.5e-05  tnm: 0.43  Lm: 5.869 (5.872)  Lt: 5.188 (5.218)  Accm: 4.35 (4.22)  Acct: 6.73 (6.51)  time: 0.4097  data: 0.0014
[11-17 22:26:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 210/350]   Total time:      0:11:50   (0.426 s / it)
[11-17 22:26:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 210/350]   Total time:      0:11:50   (0.426 s / it)
[11-17 22:26:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 210/350]   Total time:      0:11:50   (0.426 s / it)
[11-17 22:26:59] (/home/user/VAR/train.py , line 276)=>      [ep210]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.219),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:49:41,  Finish: 2024-11-18 09:16
[11-17 22:26:59] (/home/user/VAR/train.py , line 276)=>      [ep210]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.219),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:50:00,  Finish: 2024-11-18 09:16
[11-17 22:26:59] (/home/user/VAR/train.py , line 276)=>      [ep210]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.219),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:50:03,  Finish: 2024-11-18 09:17
[11-17 22:26:59] (/home/user/VAR/train.py , line 276)=>      [ep210]  (training )  Lm: 5.858 (5.866), Lt: 5.209 (5.219),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:50:10,  Finish: 2024-11-18 09:17
[11-17 22:26:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [   0/1669]  eta: 0:10:45  tlr: 6.5e-05  tnm: 0.44  Lm: 5.854 (5.854)  Lt: 5.188 (5.188)  Accm: 4.56 (4.56)  Acct: 7.09 (7.09)  time: 0.3868  data: 0.0003
[11-17 22:26:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [   0/1669]  eta: 0:10:11  tlr: 6.5e-05  tnm: 0.44  Lm: 5.857 (5.857)  Lt: 5.171 (5.171)  Accm: 4.30 (4.30)  Acct: 6.71 (6.71)  time: 0.3664  data: 0.0004
[11-17 22:26:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [   0/1669]  eta: 0:10:10  tlr: 6.5e-05  tnm: 0.44  Lm: 5.798 (5.798)  Lt: 5.125 (5.125)  Accm: 4.63 (4.63)  Acct: 6.97 (6.97)  time: 0.3659  data: 0.0004
[11-17 22:26:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [   0/1669]  eta: 0:10:11  tlr: 6.5e-05  tnm: 0.44  Lm: 5.841 (5.841)  Lt: 5.182 (5.182)  Accm: 4.32 (4.32)  Acct: 6.58 (6.58)  time: 0.3663  data: 0.0003
[11-17 22:29:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [ 417/1669]  eta: 0:08:54  tlr: 6.5e-05  tnm: 0.44  Lm: 5.913 (5.913)  Lt: 5.277 (5.277)  Accm: 4.20 (4.20)  Acct: 6.28 (6.28)  time: 0.4494  data: 0.0002
[11-17 22:29:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [ 417/1669]  eta: 0:08:54  tlr: 6.5e-05  tnm: 0.44  Lm: 5.838 (5.838)  Lt: 5.128 (5.128)  Accm: 4.43 (4.43)  Acct: 6.96 (6.96)  time: 0.4494  data: 0.0002
[11-17 22:29:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [ 417/1669]  eta: 0:08:54  tlr: 6.5e-05  tnm: 0.44  Lm: 5.896 (5.896)  Lt: 5.264 (5.264)  Accm: 4.30 (4.30)  Acct: 6.59 (6.59)  time: 0.4494  data: 0.0002
[11-17 22:29:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [ 417/1669]  eta: 0:08:54  tlr: 6.5e-05  tnm: 0.44  Lm: 5.844 (5.844)  Lt: 5.197 (5.197)  Accm: 4.51 (4.51)  Acct: 6.84 (6.84)  time: 0.4494  data: 0.0002
[11-17 22:32:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [ 834/1669]  eta: 0:05:58  tlr: 6.5e-05  tnm: 0.45  Lm: 5.884 (5.857)  Lt: 5.211 (5.202)  Accm: 4.40 (4.42)  Acct: 6.70 (6.79)  time: 0.5042  data: 0.0002
[11-17 22:32:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [ 834/1669]  eta: 0:05:58  tlr: 6.5e-05  tnm: 0.45  Lm: 5.857 (5.871)  Lt: 5.171 (5.186)  Accm: 4.30 (4.25)  Acct: 6.71 (6.62)  time: 0.5042  data: 0.0002
[11-17 22:32:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [ 834/1669]  eta: 0:05:58  tlr: 6.5e-05  tnm: 0.45  Lm: 5.870 (5.898)  Lt: 5.204 (5.253)  Accm: 4.24 (4.22)  Acct: 6.56 (6.37)  time: 0.5042  data: 0.0002
[11-17 22:32:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [ 834/1669]  eta: 0:05:58  tlr: 6.5e-05  tnm: 0.45  Lm: 5.938 (5.948)  Lt: 5.341 (5.319)  Accm: 4.04 (4.08)  Acct: 6.10 (6.21)  time: 0.5042  data: 0.0002
[11-17 22:35:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [1251/1669]  eta: 0:02:57  tlr: 6.5e-05  tnm: 0.42  Lm: 5.896 (5.880)  Lt: 5.264 (5.242)  Accm: 4.30 (4.36)  Acct: 6.59 (6.67)  time: 0.4028  data: 0.0002
[11-17 22:35:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [1251/1669]  eta: 0:02:57  tlr: 6.5e-05  tnm: 0.42  Lm: 5.884 (5.864)  Lt: 5.234 (5.216)  Accm: 4.37 (4.40)  Acct: 6.70 (6.73)  time: 0.4028  data: 0.0002
[11-17 22:35:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [1251/1669]  eta: 0:02:57  tlr: 6.5e-05  tnm: 0.42  Lm: 5.847 (5.862)  Lt: 5.152 (5.172)  Accm: 4.36 (4.30)  Acct: 6.93 (6.75)  time: 0.4028  data: 0.0002
[11-17 22:35:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [1251/1669]  eta: 0:02:57  tlr: 6.5e-05  tnm: 0.42  Lm: 5.865 (5.889)  Lt: 5.231 (5.254)  Accm: 4.28 (4.29)  Acct: 6.57 (6.52)  time: 0.4028  data: 0.0002
[11-17 22:38:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [1668/1669]  eta: 0:00:00  tlr: 6.4e-05  tnm: 0.42  Lm: 5.870 (5.916)  Lt: 5.258 (5.288)  Accm: 4.24 (4.13)  Acct: 6.56 (6.34)  time: 0.4102  data: 0.0018
[11-17 22:38:51] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 211/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 22:38:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [1668/1669]  eta: 0:00:00  tlr: 6.4e-05  tnm: 0.42  Lm: 5.854 (5.853)  Lt: 5.188 (5.210)  Accm: 4.47 (4.38)  Acct: 6.63 (6.66)  time: 0.4102  data: 0.0016
[11-17 22:38:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [1668/1669]  eta: 0:00:00  tlr: 6.4e-05  tnm: 0.42  Lm: 5.837 (5.843)  Lt: 5.152 (5.168)  Accm: 4.43 (4.32)  Acct: 6.71 (6.73)  time: 0.4103  data: 0.0019
[11-17 22:38:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 211/350]  [1668/1669]  eta: 0:00:00  tlr: 6.4e-05  tnm: 0.42  Lm: 5.884 (5.855)  Lt: 5.211 (5.210)  Accm: 4.40 (4.43)  Acct: 6.70 (6.76)  time: 0.4102  data: 0.0015
[11-17 22:38:51] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 211/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 22:38:51] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 211/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 22:38:51] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 211/350]   Total time:      0:11:52   (0.427 s / it)
[11-17 22:38:51] (/home/user/VAR/train.py , line 276)=>      [ep211]  (training )  Lm: 5.858 (5.865), Lt: 5.209 (5.220),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:33:58,  Finish: 2024-11-18 09:12
[11-17 22:38:51] (/home/user/VAR/train.py , line 276)=>      [ep211]  (training )  Lm: 5.858 (5.865), Lt: 5.209 (5.220),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:33:52,  Finish: 2024-11-18 09:12
[11-17 22:38:51] (/home/user/VAR/train.py , line 276)=>      [ep211]  (training )  Lm: 5.858 (5.865), Lt: 5.209 (5.220),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:33:24,  Finish: 2024-11-18 09:12
[11-17 22:38:51] (/home/user/VAR/train.py , line 276)=>      [ep211]  (training )  Lm: 5.858 (5.865), Lt: 5.209 (5.220),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:33:33,  Finish: 2024-11-18 09:12
[11-17 22:38:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [   0/1669]  eta: 0:10:54  tlr: 6.4e-05  tnm: 0.44  Lm: 5.830 (5.830)  Lt: 5.156 (5.156)  Accm: 4.44 (4.44)  Acct: 7.04 (7.04)  time: 0.3923  data: 0.0004
[11-17 22:38:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [   0/1669]  eta: 0:10:55  tlr: 6.4e-05  tnm: 0.44  Lm: 5.895 (5.895)  Lt: 5.193 (5.193)  Accm: 4.04 (4.04)  Acct: 6.37 (6.37)  time: 0.3929  data: 0.0004
[11-17 22:38:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [   0/1669]  eta: 0:10:55  tlr: 6.4e-05  tnm: 0.44  Lm: 5.832 (5.832)  Lt: 5.114 (5.114)  Accm: 4.66 (4.66)  Acct: 7.30 (7.30)  time: 0.3927  data: 0.0004
[11-17 22:38:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [   0/1669]  eta: 0:10:54  tlr: 6.4e-05  tnm: 0.44  Lm: 5.796 (5.796)  Lt: 5.146 (5.146)  Accm: 4.55 (4.55)  Acct: 7.18 (7.18)  time: 0.3923  data: 0.0003
[11-17 22:41:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [ 417/1669]  eta: 0:09:00  tlr: 6.4e-05  tnm: 0.44  Lm: 5.831 (5.831)  Lt: 5.188 (5.188)  Accm: 4.39 (4.39)  Acct: 6.90 (6.90)  time: 0.5379  data: 0.0002
[11-17 22:41:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [ 417/1669]  eta: 0:09:00  tlr: 6.4e-05  tnm: 0.44  Lm: 5.915 (5.915)  Lt: 5.245 (5.245)  Accm: 4.00 (4.00)  Acct: 6.29 (6.29)  time: 0.5379  data: 0.0002
[11-17 22:41:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [ 417/1669]  eta: 0:09:00  tlr: 6.4e-05  tnm: 0.44  Lm: 5.811 (5.811)  Lt: 5.126 (5.126)  Accm: 4.59 (4.59)  Acct: 7.19 (7.19)  time: 0.5379  data: 0.0002
[11-17 22:41:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [ 417/1669]  eta: 0:09:00  tlr: 6.4e-05  tnm: 0.44  Lm: 5.825 (5.825)  Lt: 5.132 (5.132)  Accm: 4.71 (4.71)  Acct: 7.23 (7.23)  time: 0.5379  data: 0.0002
[11-17 22:44:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [ 834/1669]  eta: 0:06:01  tlr: 6.4e-05  tnm: 0.43  Lm: 5.832 (5.865)  Lt: 5.150 (5.192)  Accm: 4.66 (4.36)  Acct: 7.16 (6.61)  time: 0.4035  data: 0.0003
[11-17 22:44:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [ 834/1669]  eta: 0:06:01  tlr: 6.4e-05  tnm: 0.43  Lm: 5.830 (5.839)  Lt: 5.156 (5.173)  Accm: 4.44 (4.52)  Acct: 7.04 (7.05)  time: 0.4035  data: 0.0002
[11-17 22:44:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [ 834/1669]  eta: 0:06:01  tlr: 6.4e-05  tnm: 0.43  Lm: 5.895 (5.886)  Lt: 5.193 (5.223)  Accm: 4.04 (4.21)  Acct: 6.37 (6.52)  time: 0.4035  data: 0.0008
[11-17 22:44:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [ 834/1669]  eta: 0:06:01  tlr: 6.4e-05  tnm: 0.43  Lm: 5.796 (5.804)  Lt: 5.146 (5.148)  Accm: 4.55 (4.63)  Acct: 7.18 (7.20)  time: 0.4035  data: 0.0002
[11-17 22:47:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [1251/1669]  eta: 0:03:00  tlr: 6.4e-05  tnm: 0.43  Lm: 5.784 (5.796)  Lt: 5.136 (5.143)  Accm: 4.67 (4.67)  Acct: 7.30 (7.25)  time: 0.4554  data: 0.0003
[11-17 22:47:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [1251/1669]  eta: 0:03:00  tlr: 6.4e-05  tnm: 0.43  Lm: 5.825 (5.851)  Lt: 5.143 (5.178)  Accm: 4.55 (4.38)  Acct: 7.14 (6.74)  time: 0.4554  data: 0.0002
[11-17 22:47:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [1251/1669]  eta: 0:03:00  tlr: 6.4e-05  tnm: 0.43  Lm: 5.890 (5.885)  Lt: 5.206 (5.222)  Accm: 4.18 (4.24)  Acct: 6.47 (6.53)  time: 0.4554  data: 0.0002
[11-17 22:47:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [1251/1669]  eta: 0:03:00  tlr: 6.4e-05  tnm: 0.43  Lm: 5.811 (5.804)  Lt: 5.126 (5.128)  Accm: 4.59 (4.76)  Acct: 7.19 (7.42)  time: 0.4554  data: 0.0002
[11-17 22:50:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [1668/1669]  eta: 0:00:00  tlr: 6.4e-05  tnm: 0.43  Lm: 5.830 (5.817)  Lt: 5.156 (5.144)  Accm: 4.44 (4.66)  Acct: 7.04 (7.23)  time: 0.4075  data: 0.0016
[11-17 22:50:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 212/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 22:50:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [1668/1669]  eta: 0:00:00  tlr: 6.4e-05  tnm: 0.43  Lm: 5.885 (5.875)  Lt: 5.193 (5.213)  Accm: 4.33 (4.29)  Acct: 6.56 (6.55)  time: 0.4075  data: 0.0019
[11-17 22:50:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [1668/1669]  eta: 0:00:00  tlr: 6.4e-05  tnm: 0.43  Lm: 5.832 (5.878)  Lt: 5.150 (5.212)  Accm: 4.43 (4.31)  Acct: 7.11 (6.59)  time: 0.4075  data: 0.0018
[11-17 22:50:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 212/350]  [1668/1669]  eta: 0:00:00  tlr: 6.4e-05  tnm: 0.43  Lm: 5.796 (5.829)  Lt: 5.146 (5.170)  Accm: 4.55 (4.52)  Acct: 7.18 (7.05)  time: 0.4075  data: 0.0016
[11-17 22:50:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 212/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 22:50:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 212/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 22:50:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 212/350]   Total time:      0:11:53   (0.428 s / it)
[11-17 22:50:45] (/home/user/VAR/train.py , line 276)=>      [ep212]  (training )  Lm: 5.858 (5.867), Lt: 5.209 (5.214),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:16:07,  Finish: 2024-11-18 09:06
[11-17 22:50:45] (/home/user/VAR/train.py , line 276)=>      [ep212]  (training )  Lm: 5.858 (5.867), Lt: 5.209 (5.214),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:16:45,  Finish: 2024-11-18 09:07
[11-17 22:50:45] (/home/user/VAR/train.py , line 276)=>      [ep212]  (training )  Lm: 5.858 (5.867), Lt: 5.209 (5.214),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:16:54,  Finish: 2024-11-18 09:07
[11-17 22:50:45] (/home/user/VAR/train.py , line 276)=>      [ep212]  (training )  Lm: 5.858 (5.867), Lt: 5.209 (5.214),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:16:37,  Finish: 2024-11-18 09:07
[11-17 22:50:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [   0/1669]  eta: 0:10:24  tlr: 6.4e-05  tnm: 0.44  Lm: 5.966 (5.966)  Lt: 5.333 (5.333)  Accm: 3.95 (3.95)  Acct: 6.23 (6.23)  time: 0.3744  data: 0.0004
[11-17 22:50:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [   0/1669]  eta: 0:10:26  tlr: 6.4e-05  tnm: 0.44  Lm: 5.958 (5.958)  Lt: 5.343 (5.343)  Accm: 3.93 (3.93)  Acct: 5.66 (5.66)  time: 0.3751  data: 0.0003
[11-17 22:50:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [   0/1669]  eta: 0:10:25  tlr: 6.4e-05  tnm: 0.44  Lm: 5.726 (5.726)  Lt: 5.040 (5.040)  Accm: 5.11 (5.11)  Acct: 7.89 (7.89)  time: 0.3749  data: 0.0003
[11-17 22:50:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [   0/1669]  eta: 0:10:25  tlr: 6.4e-05  tnm: 0.44  Lm: 5.891 (5.891)  Lt: 5.210 (5.210)  Accm: 4.15 (4.15)  Acct: 6.46 (6.46)  time: 0.3746  data: 0.0004
[11-17 22:53:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [ 417/1669]  eta: 0:08:59  tlr: 6.4e-05  tnm: 0.43  Lm: 5.871 (5.871)  Lt: 5.210 (5.210)  Accm: 4.26 (4.26)  Acct: 6.73 (6.73)  time: 0.4932  data: 0.0002
[11-17 22:53:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [ 417/1669]  eta: 0:08:59  tlr: 6.4e-05  tnm: 0.43  Lm: 5.938 (5.938)  Lt: 5.289 (5.289)  Accm: 4.04 (4.04)  Acct: 6.36 (6.36)  time: 0.4932  data: 0.0003
[11-17 22:53:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [ 417/1669]  eta: 0:08:59  tlr: 6.4e-05  tnm: 0.43  Lm: 5.824 (5.824)  Lt: 5.149 (5.149)  Accm: 4.71 (4.71)  Acct: 7.20 (7.20)  time: 0.4932  data: 0.0002
[11-17 22:53:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [ 417/1669]  eta: 0:08:59  tlr: 6.4e-05  tnm: 0.43  Lm: 5.930 (5.930)  Lt: 5.311 (5.311)  Accm: 3.96 (3.96)  Acct: 5.88 (5.88)  time: 0.4932  data: 0.0002
[11-17 22:56:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [ 834/1669]  eta: 0:06:01  tlr: 6.4e-05  tnm: 0.45  Lm: 5.903 (5.910)  Lt: 5.280 (5.287)  Accm: 4.00 (4.18)  Acct: 6.10 (6.20)  time: 0.4118  data: 0.0002
[11-17 22:56:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [ 834/1669]  eta: 0:06:01  tlr: 6.4e-05  tnm: 0.45  Lm: 5.918 (5.931)  Lt: 5.317 (5.298)  Accm: 4.12 (4.10)  Acct: 6.23 (6.30)  time: 0.4118  data: 0.0002
[11-17 22:56:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [ 834/1669]  eta: 0:06:01  tlr: 6.4e-05  tnm: 0.45  Lm: 5.891 (5.893)  Lt: 5.210 (5.254)  Accm: 4.15 (4.22)  Acct: 6.46 (6.49)  time: 0.4118  data: 0.0002
[11-17 22:56:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [ 834/1669]  eta: 0:06:01  tlr: 6.4e-05  tnm: 0.45  Lm: 5.726 (5.788)  Lt: 5.048 (5.115)  Accm: 5.11 (4.85)  Acct: 7.89 (7.43)  time: 0.4118  data: 0.0002
[11-17 22:59:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [1251/1669]  eta: 0:02:59  tlr: 6.4e-05  tnm: 0.45  Lm: 5.823 (5.821)  Lt: 5.153 (5.171)  Accm: 4.71 (4.69)  Acct: 7.20 (7.15)  time: 0.4496  data: 0.0002
[11-17 22:59:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [1251/1669]  eta: 0:02:59  tlr: 6.4e-05  tnm: 0.45  Lm: 5.924 (5.918)  Lt: 5.279 (5.285)  Accm: 3.98 (4.12)  Acct: 6.00 (6.13)  time: 0.4496  data: 0.0002
[11-17 22:59:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [1251/1669]  eta: 0:02:59  tlr: 6.4e-05  tnm: 0.45  Lm: 5.914 (5.891)  Lt: 5.281 (5.253)  Accm: 4.17 (4.28)  Acct: 6.36 (6.58)  time: 0.4496  data: 0.0002
[11-17 22:59:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [1251/1669]  eta: 0:02:59  tlr: 6.4e-05  tnm: 0.45  Lm: 5.888 (5.891)  Lt: 5.237 (5.257)  Accm: 4.26 (4.27)  Acct: 6.63 (6.56)  time: 0.4496  data: 0.0002
[11-17 23:02:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [1668/1669]  eta: 0:00:00  tlr: 6.3e-05  tnm: 0.42  Lm: 5.891 (5.917)  Lt: 5.264 (5.286)  Accm: 4.15 (4.18)  Acct: 6.46 (6.40)  time: 0.4130  data: 0.0014
[11-17 23:02:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 213/350]   Total time:      0:12:00   (0.431 s / it)
[11-17 23:02:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [1668/1669]  eta: 0:00:00  tlr: 6.3e-05  tnm: 0.42  Lm: 5.910 (5.872)  Lt: 5.246 (5.231)  Accm: 4.22 (4.37)  Acct: 6.49 (6.69)  time: 0.4130  data: 0.0019
[11-17 23:02:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [1668/1669]  eta: 0:00:00  tlr: 6.3e-05  tnm: 0.42  Lm: 5.918 (5.840)  Lt: 5.257 (5.196)  Accm: 4.31 (4.55)  Acct: 6.51 (6.94)  time: 0.4130  data: 0.0018
[11-17 23:02:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 213/350]  [1668/1669]  eta: 0:00:00  tlr: 6.3e-05  tnm: 0.42  Lm: 5.903 (5.912)  Lt: 5.279 (5.270)  Accm: 4.00 (4.19)  Acct: 6.10 (6.28)  time: 0.4130  data: 0.0021
[11-17 23:02:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 213/350]   Total time:      0:12:00   (0.431 s / it)
[11-17 23:02:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 213/350]   Total time:      0:12:00   (0.431 s / it)
[11-17 23:02:45] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 213/350]   Total time:      0:12:00   (0.431 s / it)
[11-17 23:02:45] (/home/user/VAR/train.py , line 276)=>      [ep213]  (training )  Lm: 5.858 (5.859), Lt: 5.209 (5.211),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:25:08,  Finish: 2024-11-18 09:27
[11-17 23:02:45] (/home/user/VAR/train.py , line 276)=>      [ep213]  (training )  Lm: 5.858 (5.859), Lt: 5.209 (5.211),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:24:55,  Finish: 2024-11-18 09:27
[11-17 23:02:45] (/home/user/VAR/train.py , line 276)=>      [ep213]  (training )  Lm: 5.858 (5.859), Lt: 5.209 (5.211),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:25:08,  Finish: 2024-11-18 09:27
[11-17 23:02:45] (/home/user/VAR/train.py , line 276)=>      [ep213]  (training )  Lm: 5.858 (5.859), Lt: 5.209 (5.211),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:24:43,  Finish: 2024-11-18 09:27
[11-17 23:02:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [   0/1669]  eta: 0:11:17  tlr: 6.3e-05  tnm: 0.44  Lm: 5.868 (5.868)  Lt: 5.208 (5.208)  Accm: 4.25 (4.25)  Acct: 6.73 (6.73)  time: 0.4057  data: 0.0004
[11-17 23:02:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [   0/1669]  eta: 0:11:13  tlr: 6.3e-05  tnm: 0.44  Lm: 5.983 (5.983)  Lt: 5.416 (5.416)  Accm: 3.82 (3.82)  Acct: 5.58 (5.58)  time: 0.4034  data: 0.0003
[11-17 23:02:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [   0/1669]  eta: 0:11:16  tlr: 6.3e-05  tnm: 0.44  Lm: 5.938 (5.938)  Lt: 5.281 (5.281)  Accm: 4.20 (4.20)  Acct: 6.23 (6.23)  time: 0.4051  data: 0.0004
[11-17 23:02:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [   0/1669]  eta: 0:11:14  tlr: 6.3e-05  tnm: 0.44  Lm: 5.900 (5.900)  Lt: 5.241 (5.241)  Accm: 4.47 (4.47)  Acct: 6.78 (6.78)  time: 0.4042  data: 0.0003
[11-17 23:05:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [ 417/1669]  eta: 0:08:56  tlr: 6.3e-05  tnm: 0.47  Lm: 5.894 (5.894)  Lt: 5.240 (5.240)  Accm: 4.46 (4.46)  Acct: 6.91 (6.91)  time: 0.4135  data: 0.0002
[11-17 23:05:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [ 417/1669]  eta: 0:08:56  tlr: 6.3e-05  tnm: 0.47  Lm: 5.911 (5.911)  Lt: 5.271 (5.271)  Accm: 4.25 (4.25)  Acct: 6.36 (6.36)  time: 0.4135  data: 0.0002
[11-17 23:05:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [ 417/1669]  eta: 0:08:56  tlr: 6.3e-05  tnm: 0.47  Lm: 5.959 (5.959)  Lt: 5.374 (5.374)  Accm: 3.92 (3.92)  Acct: 5.70 (5.70)  time: 0.4134  data: 0.0003
[11-17 23:05:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [ 417/1669]  eta: 0:08:56  tlr: 6.3e-05  tnm: 0.47  Lm: 5.874 (5.874)  Lt: 5.224 (5.224)  Accm: 4.23 (4.23)  Acct: 6.51 (6.51)  time: 0.4135  data: 0.0002
[11-17 23:08:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [ 834/1669]  eta: 0:05:55  tlr: 6.3e-05  tnm: 0.43  Lm: 5.868 (5.833)  Lt: 5.208 (5.184)  Accm: 4.25 (4.48)  Acct: 6.73 (6.92)  time: 0.4126  data: 0.0002
[11-17 23:08:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [ 834/1669]  eta: 0:05:55  tlr: 6.3e-05  tnm: 0.43  Lm: 5.900 (5.906)  Lt: 5.241 (5.252)  Accm: 4.44 (4.32)  Acct: 6.78 (6.74)  time: 0.4126  data: 0.0002
[11-17 23:08:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [ 834/1669]  eta: 0:05:55  tlr: 6.3e-05  tnm: 0.43  Lm: 5.885 (5.882)  Lt: 5.260 (5.244)  Accm: 4.31 (4.31)  Acct: 6.49 (6.50)  time: 0.4126  data: 0.0002
[11-17 23:08:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [ 834/1669]  eta: 0:05:55  tlr: 6.3e-05  tnm: 0.43  Lm: 5.935 (5.882)  Lt: 5.332 (5.269)  Accm: 4.01 (4.22)  Acct: 5.82 (6.34)  time: 0.4126  data: 0.0002
[11-17 23:11:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [1251/1669]  eta: 0:02:57  tlr: 6.3e-05  tnm: 0.48  Lm: 5.959 (5.908)  Lt: 5.352 (5.295)  Accm: 3.99 (4.16)  Acct: 5.84 (6.22)  time: 0.4094  data: 0.0002
[11-17 23:11:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [1251/1669]  eta: 0:02:57  tlr: 6.3e-05  tnm: 0.48  Lm: 5.854 (5.863)  Lt: 5.226 (5.222)  Accm: 4.37 (4.41)  Acct: 6.64 (6.64)  time: 0.4094  data: 0.0002
[11-17 23:11:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [1251/1669]  eta: 0:02:57  tlr: 6.3e-05  tnm: 0.48  Lm: 5.894 (5.855)  Lt: 5.240 (5.185)  Accm: 4.46 (4.52)  Acct: 6.91 (7.11)  time: 0.4095  data: 0.0002
[11-17 23:11:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [1251/1669]  eta: 0:02:57  tlr: 6.3e-05  tnm: 0.48  Lm: 5.855 (5.835)  Lt: 5.194 (5.183)  Accm: 4.34 (4.47)  Acct: 6.64 (6.82)  time: 0.4095  data: 0.0002
[11-17 23:14:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [1668/1669]  eta: 0:00:00  tlr: 6.3e-05  tnm: 0.45  Lm: 5.868 (5.854)  Lt: 5.208 (5.206)  Accm: 4.25 (4.41)  Acct: 6.54 (6.68)  time: 0.4611  data: 0.0015
[11-17 23:14:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 214/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 23:14:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [1668/1669]  eta: 0:00:00  tlr: 6.3e-05  tnm: 0.45  Lm: 5.885 (5.882)  Lt: 5.260 (5.243)  Accm: 4.31 (4.32)  Acct: 6.49 (6.54)  time: 0.4611  data: 0.0016
[11-17 23:14:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [1668/1669]  eta: 0:00:00  tlr: 6.3e-05  tnm: 0.45  Lm: 5.935 (5.894)  Lt: 5.332 (5.273)  Accm: 4.01 (4.20)  Acct: 5.85 (6.32)  time: 0.4611  data: 0.0015
[11-17 23:14:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 214/350]  [1668/1669]  eta: 0:00:00  tlr: 6.3e-05  tnm: 0.45  Lm: 5.900 (5.878)  Lt: 5.241 (5.218)  Accm: 4.44 (4.43)  Acct: 6.78 (6.87)  time: 0.4610  data: 0.0017
[11-17 23:14:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 214/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 23:14:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 214/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 23:14:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 214/350]   Total time:      0:11:57   (0.430 s / it)
[11-17 23:14:43] (/home/user/VAR/train.py , line 276)=>      [ep214]  (training )  Lm: 5.858 (5.863), Lt: 5.209 (5.214),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:21:00,  Finish: 2024-11-18 09:35
[11-17 23:14:43] (/home/user/VAR/train.py , line 276)=>      [ep214]  (training )  Lm: 5.858 (5.863), Lt: 5.209 (5.214),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:21:23,  Finish: 2024-11-18 09:36
[11-17 23:14:43] (/home/user/VAR/train.py , line 276)=>      [ep214]  (training )  Lm: 5.858 (5.863), Lt: 5.209 (5.214),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:21:48,  Finish: 2024-11-18 09:36
[11-17 23:14:43] (/home/user/VAR/train.py , line 276)=>      [ep214]  (training )  Lm: 5.858 (5.863), Lt: 5.209 (5.214),  Acc m&t: 4.40 6.73,  Remain: 1 day, 2:21:58,  Finish: 2024-11-18 09:36
[11-17 23:14:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [   0/1669]  eta: 0:10:29  tlr: 6.3e-05  tnm: 0.43  Lm: 5.844 (5.844)  Lt: 5.183 (5.183)  Accm: 4.41 (4.41)  Acct: 6.71 (6.71)  time: 0.3770  data: 0.0004
[11-17 23:14:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [   0/1669]  eta: 0:10:29  tlr: 6.3e-05  tnm: 0.43  Lm: 6.010 (6.010)  Lt: 5.400 (5.400)  Accm: 3.95 (3.95)  Acct: 6.06 (6.06)  time: 0.3770  data: 0.0003
[11-17 23:14:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [   0/1669]  eta: 0:10:29  tlr: 6.3e-05  tnm: 0.43  Lm: 5.803 (5.803)  Lt: 5.116 (5.116)  Accm: 4.51 (4.51)  Acct: 7.21 (7.21)  time: 0.3772  data: 0.0003
[11-17 23:14:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [   0/1669]  eta: 0:10:28  tlr: 6.3e-05  tnm: 0.43  Lm: 5.845 (5.845)  Lt: 5.159 (5.159)  Accm: 4.44 (4.44)  Acct: 6.82 (6.82)  time: 0.3766  data: 0.0003
[11-17 23:17:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [ 417/1669]  eta: 0:08:56  tlr: 6.3e-05  tnm: 0.45  Lm: 5.867 (5.867)  Lt: 5.207 (5.207)  Accm: 4.31 (4.31)  Acct: 6.61 (6.61)  time: 0.4559  data: 0.0002
[11-17 23:17:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [ 417/1669]  eta: 0:08:56  tlr: 6.3e-05  tnm: 0.45  Lm: 5.814 (5.814)  Lt: 5.166 (5.166)  Accm: 4.43 (4.43)  Acct: 6.85 (6.85)  time: 0.4559  data: 0.0002
[11-17 23:17:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [ 417/1669]  eta: 0:08:56  tlr: 6.3e-05  tnm: 0.45  Lm: 5.856 (5.856)  Lt: 5.195 (5.195)  Accm: 4.43 (4.43)  Acct: 6.94 (6.94)  time: 0.4559  data: 0.0002
[11-17 23:17:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [ 417/1669]  eta: 0:08:56  tlr: 6.3e-05  tnm: 0.45  Lm: 5.929 (5.929)  Lt: 5.293 (5.293)  Accm: 4.26 (4.26)  Acct: 6.49 (6.49)  time: 0.4560  data: 0.0002
[11-17 23:20:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [ 834/1669]  eta: 0:05:53  tlr: 6.3e-05  tnm: 0.50  Lm: 5.937 (5.932)  Lt: 5.263 (5.283)  Accm: 4.20 (4.24)  Acct: 6.54 (6.51)  time: 0.4038  data: 0.0002
[11-17 23:20:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [ 834/1669]  eta: 0:05:53  tlr: 6.3e-05  tnm: 0.50  Lm: 5.845 (5.859)  Lt: 5.172 (5.195)  Accm: 4.44 (4.41)  Acct: 6.82 (6.76)  time: 0.4038  data: 0.0002
[11-17 23:20:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [ 834/1669]  eta: 0:05:53  tlr: 6.3e-05  tnm: 0.50  Lm: 5.844 (5.843)  Lt: 5.183 (5.183)  Accm: 4.41 (4.39)  Acct: 6.71 (6.69)  time: 0.4038  data: 0.0002
[11-17 23:20:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [ 834/1669]  eta: 0:05:53  tlr: 6.3e-05  tnm: 0.50  Lm: 5.863 (5.859)  Lt: 5.192 (5.194)  Accm: 4.51 (4.53)  Acct: 7.21 (7.11)  time: 0.4038  data: 0.0002
[11-17 23:23:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [1251/1669]  eta: 0:02:56  tlr: 6.3e-05  tnm: 0.49  Lm: 5.864 (5.860)  Lt: 5.199 (5.197)  Accm: 4.47 (4.51)  Acct: 7.09 (7.07)  time: 0.4080  data: 0.0002
[11-17 23:23:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [1251/1669]  eta: 0:02:56  tlr: 6.3e-05  tnm: 0.49  Lm: 5.892 (5.893)  Lt: 5.225 (5.242)  Accm: 4.35 (4.30)  Acct: 6.73 (6.65)  time: 0.4080  data: 0.0002
[11-17 23:23:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [1251/1669]  eta: 0:02:56  tlr: 6.3e-05  tnm: 0.49  Lm: 5.872 (5.875)  Lt: 5.200 (5.218)  Accm: 4.36 (4.21)  Acct: 6.53 (6.37)  time: 0.4080  data: 0.0002
[11-17 23:23:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [1251/1669]  eta: 0:02:56  tlr: 6.3e-05  tnm: 0.49  Lm: 5.867 (5.890)  Lt: 5.214 (5.225)  Accm: 4.31 (4.30)  Acct: 6.61 (6.64)  time: 0.4080  data: 0.0002
[11-17 23:26:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [1668/1669]  eta: 0:00:00  tlr: 6.3e-05  tnm: 0.44  Lm: 5.871 (5.886)  Lt: 5.256 (5.233)  Accm: 4.19 (4.28)  Acct: 6.82 (6.68)  time: 0.4982  data: 0.0015
[11-17 23:26:35] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 215/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 23:26:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [1668/1669]  eta: 0:00:00  tlr: 6.3e-05  tnm: 0.44  Lm: 5.844 (5.860)  Lt: 5.183 (5.203)  Accm: 4.41 (4.32)  Acct: 6.71 (6.55)  time: 0.4982  data: 0.0015
[11-17 23:26:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [1668/1669]  eta: 0:00:00  tlr: 6.3e-05  tnm: 0.44  Lm: 5.863 (5.851)  Lt: 5.192 (5.192)  Accm: 4.51 (4.55)  Acct: 7.15 (7.09)  time: 0.4982  data: 0.0016
[11-17 23:26:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 215/350]  [1668/1669]  eta: 0:00:00  tlr: 6.3e-05  tnm: 0.44  Lm: 5.847 (5.875)  Lt: 5.186 (5.221)  Accm: 4.49 (4.36)  Acct: 6.92 (6.79)  time: 0.4982  data: 0.0016
[11-17 23:26:35] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 215/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 23:26:35] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 215/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 23:26:35] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 215/350]   Total time:      0:11:51   (0.426 s / it)
[11-17 23:26:35] (/home/user/VAR/train.py , line 276)=>      [ep215]  (training )  Lm: 5.858 (5.861), Lt: 5.209 (5.214),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:51:35,  Finish: 2024-11-18 09:18
[11-17 23:26:35] (/home/user/VAR/train.py , line 276)=>      [ep215]  (training )  Lm: 5.858 (5.861), Lt: 5.209 (5.214),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:51:47,  Finish: 2024-11-18 09:18
[11-17 23:26:35] (/home/user/VAR/train.py , line 276)=>      [ep215]  (training )  Lm: 5.858 (5.861), Lt: 5.209 (5.214),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:52:22,  Finish: 2024-11-18 09:18
[11-17 23:26:35] (/home/user/VAR/train.py , line 276)=>      [ep215]  (training )  Lm: 5.858 (5.861), Lt: 5.209 (5.214),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:52:19,  Finish: 2024-11-18 09:18
[11-17 23:26:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [   0/1669]  eta: 0:10:05  tlr: 6.3e-05  tnm: 0.47  Lm: 5.972 (5.972)  Lt: 5.327 (5.327)  Accm: 3.82 (3.82)  Acct: 5.97 (5.97)  time: 0.3626  data: 0.0003
[11-17 23:26:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [   0/1669]  eta: 0:10:01  tlr: 6.3e-05  tnm: 0.47  Lm: 5.821 (5.821)  Lt: 5.188 (5.188)  Accm: 4.57 (4.57)  Acct: 7.08 (7.08)  time: 0.3605  data: 0.0003
[11-17 23:26:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [   0/1669]  eta: 0:10:04  tlr: 6.3e-05  tnm: 0.47  Lm: 5.854 (5.854)  Lt: 5.197 (5.197)  Accm: 4.38 (4.38)  Acct: 6.58 (6.58)  time: 0.3620  data: 0.0003
[11-17 23:26:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [   0/1669]  eta: 0:10:01  tlr: 6.3e-05  tnm: 0.47  Lm: 5.886 (5.886)  Lt: 5.231 (5.231)  Accm: 4.36 (4.36)  Acct: 6.68 (6.68)  time: 0.3602  data: 0.0004
[11-17 23:29:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [ 417/1669]  eta: 0:09:08  tlr: 6.2e-05  tnm: 0.44  Lm: 5.807 (5.807)  Lt: 5.151 (5.151)  Accm: 4.72 (4.72)  Acct: 7.08 (7.08)  time: 0.4964  data: 0.0002
[11-17 23:29:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [ 417/1669]  eta: 0:09:08  tlr: 6.2e-05  tnm: 0.44  Lm: 5.798 (5.798)  Lt: 5.148 (5.148)  Accm: 4.49 (4.49)  Acct: 6.88 (6.88)  time: 0.4963  data: 0.0002
[11-17 23:29:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [ 417/1669]  eta: 0:09:08  tlr: 6.2e-05  tnm: 0.44  Lm: 5.860 (5.860)  Lt: 5.193 (5.193)  Accm: 4.37 (4.37)  Acct: 6.78 (6.78)  time: 0.4964  data: 0.0002
[11-17 23:29:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [ 417/1669]  eta: 0:09:08  tlr: 6.2e-05  tnm: 0.44  Lm: 5.918 (5.918)  Lt: 5.274 (5.274)  Accm: 4.06 (4.06)  Acct: 6.32 (6.32)  time: 0.4963  data: 0.0002
[11-17 23:32:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [ 834/1669]  eta: 0:06:02  tlr: 6.2e-05  tnm: 0.43  Lm: 5.942 (5.926)  Lt: 5.327 (5.293)  Accm: 3.85 (3.99)  Acct: 5.97 (6.14)  time: 0.4523  data: 0.0002
[11-17 23:32:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [ 834/1669]  eta: 0:06:02  tlr: 6.2e-05  tnm: 0.43  Lm: 5.821 (5.814)  Lt: 5.188 (5.179)  Accm: 4.42 (4.41)  Acct: 6.68 (6.62)  time: 0.4523  data: 0.0002
[11-17 23:32:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [ 834/1669]  eta: 0:06:02  tlr: 6.2e-05  tnm: 0.43  Lm: 5.854 (5.818)  Lt: 5.189 (5.157)  Accm: 4.38 (4.56)  Acct: 6.99 (7.06)  time: 0.4523  data: 0.0002
[11-17 23:32:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [ 834/1669]  eta: 0:06:02  tlr: 6.2e-05  tnm: 0.43  Lm: 5.886 (5.836)  Lt: 5.218 (5.173)  Accm: 4.79 (4.74)  Acct: 7.47 (7.21)  time: 0.4523  data: 0.0002
[11-17 23:35:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [1251/1669]  eta: 0:03:00  tlr: 6.2e-05  tnm: 0.43  Lm: 5.887 (5.849)  Lt: 5.224 (5.199)  Accm: 4.63 (4.67)  Acct: 7.08 (6.99)  time: 0.4540  data: 0.0003
[11-17 23:35:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [1251/1669]  eta: 0:03:00  tlr: 6.2e-05  tnm: 0.43  Lm: 5.908 (5.913)  Lt: 5.274 (5.273)  Accm: 4.07 (4.12)  Acct: 6.32 (6.27)  time: 0.4540  data: 0.0003
[11-17 23:35:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [1251/1669]  eta: 0:03:00  tlr: 6.2e-05  tnm: 0.43  Lm: 5.850 (5.824)  Lt: 5.175 (5.158)  Accm: 4.40 (4.53)  Acct: 6.84 (6.97)  time: 0.4540  data: 0.0002
[11-17 23:35:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [1251/1669]  eta: 0:03:00  tlr: 6.2e-05  tnm: 0.43  Lm: 5.834 (5.841)  Lt: 5.214 (5.213)  Accm: 4.35 (4.37)  Acct: 6.53 (6.56)  time: 0.4540  data: 0.0002
[11-17 23:38:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [1668/1669]  eta: 0:00:00  tlr: 6.2e-05  tnm: 0.47  Lm: 5.846 (5.845)  Lt: 5.213 (5.213)  Accm: 4.28 (4.34)  Acct: 6.47 (6.55)  time: 0.4560  data: 0.0016
[11-17 23:38:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 216/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 23:38:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [1668/1669]  eta: 0:00:00  tlr: 6.2e-05  tnm: 0.47  Lm: 5.873 (5.885)  Lt: 5.221 (5.247)  Accm: 4.30 (4.31)  Acct: 6.66 (6.52)  time: 0.4560  data: 0.0015
[11-17 23:38:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [1668/1669]  eta: 0:00:00  tlr: 6.2e-05  tnm: 0.47  Lm: 5.845 (5.825)  Lt: 5.163 (5.159)  Accm: 4.38 (4.48)  Acct: 6.68 (6.89)  time: 0.4560  data: 0.0016
[11-17 23:38:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 216/350]  [1668/1669]  eta: 0:00:00  tlr: 6.2e-05  tnm: 0.47  Lm: 5.889 (5.876)  Lt: 5.231 (5.234)  Accm: 4.47 (4.52)  Acct: 6.68 (6.75)  time: 0.4560  data: 0.0013
[11-17 23:38:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 216/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 23:38:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 216/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 23:38:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 216/350]   Total time:      0:11:56   (0.429 s / it)
[11-17 23:38:31] (/home/user/VAR/train.py , line 276)=>      [ep216]  (training )  Lm: 5.858 (5.863), Lt: 5.209 (5.216),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:45:55,  Finish: 2024-11-18 09:24
[11-17 23:38:31] (/home/user/VAR/train.py , line 276)=>      [ep216]  (training )  Lm: 5.858 (5.863), Lt: 5.209 (5.216),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:45:55,  Finish: 2024-11-18 09:24
[11-17 23:38:31] (/home/user/VAR/train.py , line 276)=>      [ep216]  (training )  Lm: 5.858 (5.863), Lt: 5.209 (5.216),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:45:46,  Finish: 2024-11-18 09:24
[11-17 23:38:31] (/home/user/VAR/train.py , line 276)=>      [ep216]  (training )  Lm: 5.858 (5.863), Lt: 5.209 (5.216),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:45:42,  Finish: 2024-11-18 09:24
[11-17 23:38:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [   0/1669]  eta: 0:10:20  tlr: 6.2e-05  tnm: 0.44  Lm: 5.852 (5.852)  Lt: 5.187 (5.187)  Accm: 4.33 (4.33)  Acct: 6.65 (6.65)  time: 0.3718  data: 0.0004
[11-17 23:38:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [   0/1669]  eta: 0:10:19  tlr: 6.2e-05  tnm: 0.44  Lm: 6.108 (6.108)  Lt: 5.483 (5.483)  Accm: 3.45 (3.45)  Acct: 5.20 (5.20)  time: 0.3712  data: 0.0004
[11-17 23:38:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [   0/1669]  eta: 0:10:20  tlr: 6.2e-05  tnm: 0.44  Lm: 5.818 (5.818)  Lt: 5.162 (5.162)  Accm: 4.36 (4.36)  Acct: 6.66 (6.66)  time: 0.3717  data: 0.0004
[11-17 23:38:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [   0/1669]  eta: 0:10:19  tlr: 6.2e-05  tnm: 0.44  Lm: 5.837 (5.837)  Lt: 5.200 (5.200)  Accm: 4.31 (4.31)  Acct: 6.89 (6.89)  time: 0.3713  data: 0.0003
[11-17 23:41:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [ 417/1669]  eta: 0:08:54  tlr: 6.2e-05  tnm: 0.44  Lm: 5.838 (5.838)  Lt: 5.202 (5.202)  Accm: 4.35 (4.35)  Acct: 6.82 (6.82)  time: 0.4492  data: 0.0003
[11-17 23:41:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [ 417/1669]  eta: 0:08:54  tlr: 6.2e-05  tnm: 0.44  Lm: 5.942 (5.942)  Lt: 5.281 (5.281)  Accm: 4.11 (4.11)  Acct: 6.28 (6.28)  time: 0.4492  data: 0.0002
[11-17 23:41:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [ 417/1669]  eta: 0:08:54  tlr: 6.2e-05  tnm: 0.44  Lm: 5.777 (5.777)  Lt: 5.158 (5.158)  Accm: 4.73 (4.73)  Acct: 6.96 (6.96)  time: 0.4492  data: 0.0002
[11-17 23:41:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [ 417/1669]  eta: 0:08:54  tlr: 6.2e-05  tnm: 0.44  Lm: 5.840 (5.840)  Lt: 5.181 (5.181)  Accm: 4.44 (4.44)  Acct: 6.85 (6.85)  time: 0.4492  data: 0.0003
[11-17 23:44:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [ 834/1669]  eta: 0:06:02  tlr: 6.2e-05  tnm: 0.46  Lm: 5.862 (5.860)  Lt: 5.200 (5.206)  Accm: 4.36 (4.40)  Acct: 6.71 (6.81)  time: 0.4496  data: 0.0002
[11-17 23:44:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [ 834/1669]  eta: 0:06:02  tlr: 6.2e-05  tnm: 0.46  Lm: 5.802 (5.896)  Lt: 5.124 (5.229)  Accm: 4.47 (4.23)  Acct: 6.89 (6.49)  time: 0.4496  data: 0.0002
[11-17 23:44:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [ 834/1669]  eta: 0:06:02  tlr: 6.2e-05  tnm: 0.46  Lm: 5.840 (5.874)  Lt: 5.204 (5.234)  Accm: 4.31 (4.21)  Acct: 6.75 (6.57)  time: 0.4496  data: 0.0002
[11-17 23:44:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [ 834/1669]  eta: 0:06:02  tlr: 6.2e-05  tnm: 0.46  Lm: 5.852 (5.817)  Lt: 5.187 (5.193)  Accm: 4.33 (4.59)  Acct: 6.65 (6.80)  time: 0.4496  data: 0.0002
[11-17 23:47:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [1251/1669]  eta: 0:03:00  tlr: 6.2e-05  tnm: 0.44  Lm: 5.831 (5.815)  Lt: 5.163 (5.180)  Accm: 4.43 (4.58)  Acct: 6.75 (6.81)  time: 0.4534  data: 0.0002
[11-17 23:47:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [1251/1669]  eta: 0:03:00  tlr: 6.2e-05  tnm: 0.44  Lm: 5.840 (5.891)  Lt: 5.192 (5.237)  Accm: 4.57 (4.34)  Acct: 6.95 (6.62)  time: 0.4533  data: 0.0002
[11-17 23:47:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [1251/1669]  eta: 0:03:00  tlr: 6.2e-05  tnm: 0.44  Lm: 5.878 (5.885)  Lt: 5.218 (5.234)  Accm: 4.30 (4.23)  Acct: 6.59 (6.53)  time: 0.4533  data: 0.0002
[11-17 23:47:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [1251/1669]  eta: 0:03:00  tlr: 6.2e-05  tnm: 0.44  Lm: 5.879 (5.869)  Lt: 5.206 (5.208)  Accm: 4.35 (4.37)  Acct: 6.69 (6.75)  time: 0.4533  data: 0.0002
[11-17 23:50:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [1668/1669]  eta: 0:00:00  tlr: 6.2e-05  tnm: 0.46  Lm: 5.869 (5.869)  Lt: 5.213 (5.215)  Accm: 4.36 (4.37)  Acct: 6.66 (6.73)  time: 0.4089  data: 0.0016
[11-17 23:50:26] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 217/350]   Total time:      0:11:55   (0.428 s / it)
[11-17 23:50:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [1668/1669]  eta: 0:00:00  tlr: 6.2e-05  tnm: 0.46  Lm: 5.858 (5.884)  Lt: 5.226 (5.235)  Accm: 4.47 (4.34)  Acct: 6.89 (6.55)  time: 0.4089  data: 0.0020
[11-17 23:50:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [1668/1669]  eta: 0:00:00  tlr: 6.2e-05  tnm: 0.46  Lm: 5.810 (5.808)  Lt: 5.138 (5.167)  Accm: 4.52 (4.66)  Acct: 6.85 (7.00)  time: 0.4089  data: 0.0016
[11-17 23:50:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 217/350]  [1668/1669]  eta: 0:00:00  tlr: 6.2e-05  tnm: 0.46  Lm: 5.917 (5.896)  Lt: 5.232 (5.245)  Accm: 4.30 (4.19)  Acct: 6.42 (6.47)  time: 0.4089  data: 0.0016
[11-17 23:50:26] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 217/350]   Total time:      0:11:55   (0.428 s / it)
[11-17 23:50:26] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 217/350]   Total time:      0:11:55   (0.428 s / it)
[11-17 23:50:26] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 217/350]   Total time:      0:11:55   (0.428 s / it)
[11-17 23:50:26] (/home/user/VAR/train.py , line 276)=>      [ep217]  (training )  Lm: 5.858 (5.862), Lt: 5.209 (5.215),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:39:58,  Finish: 2024-11-18 09:30
[11-17 23:50:26] (/home/user/VAR/train.py , line 276)=>      [ep217]  (training )  Lm: 5.858 (5.862), Lt: 5.209 (5.215),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:40:05,  Finish: 2024-11-18 09:30
[11-17 23:50:26] (/home/user/VAR/train.py , line 276)=>      [ep217]  (training )  Lm: 5.858 (5.862), Lt: 5.209 (5.215),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:40:24,  Finish: 2024-11-18 09:30
[11-17 23:50:26] (/home/user/VAR/train.py , line 276)=>      [ep217]  (training )  Lm: 5.858 (5.862), Lt: 5.209 (5.215),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:40:06,  Finish: 2024-11-18 09:30
[11-17 23:50:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [   0/1669]  eta: 0:10:28  tlr: 6.2e-05  tnm: 0.45  Lm: 5.842 (5.842)  Lt: 5.248 (5.248)  Accm: 4.59 (4.59)  Acct: 6.97 (6.97)  time: 0.3765  data: 0.0004
[11-17 23:50:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [   0/1669]  eta: 0:10:28  tlr: 6.2e-05  tnm: 0.45  Lm: 5.864 (5.864)  Lt: 5.190 (5.190)  Accm: 4.44 (4.44)  Acct: 6.90 (6.90)  time: 0.3765  data: 0.0003
[11-17 23:50:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [   0/1669]  eta: 0:10:28  tlr: 6.2e-05  tnm: 0.45  Lm: 5.727 (5.727)  Lt: 5.104 (5.104)  Accm: 4.84 (4.84)  Acct: 7.61 (7.61)  time: 0.3763  data: 0.0004
[11-17 23:50:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [   0/1669]  eta: 0:10:28  tlr: 6.2e-05  tnm: 0.45  Lm: 5.786 (5.786)  Lt: 5.146 (5.146)  Accm: 4.78 (4.78)  Acct: 7.32 (7.32)  time: 0.3763  data: 0.0004
[11-17 23:53:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [ 417/1669]  eta: 0:08:47  tlr: 6.2e-05  tnm: 0.43  Lm: 5.829 (5.829)  Lt: 5.186 (5.186)  Accm: 4.55 (4.55)  Acct: 7.11 (7.11)  time: 0.4120  data: 0.0002
[11-17 23:53:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [ 417/1669]  eta: 0:08:47  tlr: 6.2e-05  tnm: 0.43  Lm: 5.839 (5.839)  Lt: 5.242 (5.242)  Accm: 4.51 (4.51)  Acct: 6.71 (6.71)  time: 0.4120  data: 0.0002
[11-17 23:53:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [ 417/1669]  eta: 0:08:47  tlr: 6.2e-05  tnm: 0.43  Lm: 5.911 (5.911)  Lt: 5.260 (5.260)  Accm: 4.33 (4.33)  Acct: 6.53 (6.53)  time: 0.4120  data: 0.0002
[11-17 23:53:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [ 417/1669]  eta: 0:08:47  tlr: 6.2e-05  tnm: 0.43  Lm: 5.832 (5.832)  Lt: 5.189 (5.189)  Accm: 4.36 (4.36)  Acct: 6.78 (6.78)  time: 0.4120  data: 0.0002
[11-17 23:56:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [ 834/1669]  eta: 0:05:56  tlr: 6.1e-05  tnm: 0.45  Lm: 5.908 (5.857)  Lt: 5.273 (5.218)  Accm: 4.04 (4.26)  Acct: 6.01 (6.53)  time: 0.4060  data: 0.0002
[11-17 23:56:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [ 834/1669]  eta: 0:05:56  tlr: 6.1e-05  tnm: 0.45  Lm: 5.864 (5.885)  Lt: 5.190 (5.220)  Accm: 4.44 (4.39)  Acct: 6.75 (6.61)  time: 0.4059  data: 0.0003
[11-17 23:56:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [ 834/1669]  eta: 0:05:56  tlr: 6.1e-05  tnm: 0.45  Lm: 5.861 (5.840)  Lt: 5.227 (5.200)  Accm: 4.33 (4.48)  Acct: 6.90 (6.92)  time: 0.4060  data: 0.0002
[11-17 23:56:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [ 834/1669]  eta: 0:05:56  tlr: 6.1e-05  tnm: 0.45  Lm: 5.842 (5.860)  Lt: 5.248 (5.256)  Accm: 4.44 (4.48)  Acct: 6.97 (6.83)  time: 0.4060  data: 0.0002
[11-17 23:59:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [1251/1669]  eta: 0:02:58  tlr: 6.1e-05  tnm: 0.46  Lm: 5.866 (5.868)  Lt: 5.265 (5.264)  Accm: 4.43 (4.37)  Acct: 6.71 (6.65)  time: 0.4122  data: 0.0002
[11-17 23:59:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [1251/1669]  eta: 0:02:58  tlr: 6.1e-05  tnm: 0.46  Lm: 5.922 (5.884)  Lt: 5.275 (5.242)  Accm: 3.97 (4.16)  Acct: 6.14 (6.46)  time: 0.4122  data: 0.0002
[11-17 23:59:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [1251/1669]  eta: 0:02:58  tlr: 6.1e-05  tnm: 0.46  Lm: 5.840 (5.835)  Lt: 5.215 (5.201)  Accm: 4.35 (4.45)  Acct: 6.72 (6.82)  time: 0.4122  data: 0.0003
[11-17 23:59:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [1251/1669]  eta: 0:02:58  tlr: 6.1e-05  tnm: 0.46  Lm: 5.865 (5.880)  Lt: 5.210 (5.222)  Accm: 4.33 (4.34)  Acct: 6.64 (6.59)  time: 0.4122  data: 0.0002
[11-18 00:02:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [1668/1669]  eta: 0:00:00  tlr: 6.1e-05  tnm: 0.42  Lm: 5.864 (5.870)  Lt: 5.190 (5.215)  Accm: 4.44 (4.38)  Acct: 6.75 (6.63)  time: 0.4134  data: 0.0016
[11-18 00:02:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 218/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 00:02:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [1668/1669]  eta: 0:00:00  tlr: 6.1e-05  tnm: 0.42  Lm: 5.872 (5.869)  Lt: 5.248 (5.257)  Accm: 4.43 (4.26)  Acct: 6.44 (6.49)  time: 0.4134  data: 0.0015
[11-18 00:02:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [1668/1669]  eta: 0:00:00  tlr: 6.1e-05  tnm: 0.42  Lm: 5.861 (5.859)  Lt: 5.227 (5.235)  Accm: 4.33 (4.32)  Acct: 6.54 (6.52)  time: 0.4134  data: 0.0014
[11-18 00:02:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 218/350]  [1668/1669]  eta: 0:00:00  tlr: 6.1e-05  tnm: 0.42  Lm: 5.908 (5.848)  Lt: 5.273 (5.193)  Accm: 4.04 (4.26)  Acct: 6.27 (6.57)  time: 0.4134  data: 0.0015
[11-18 00:02:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 218/350]   Total time:      0:11:56   (0.429 s / it)
[11-18 00:02:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 218/350]   Total time:      0:11:56   (0.429 s / it)
[11-18 00:02:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 218/350]   Total time:      0:11:56   (0.429 s / it)
[11-18 00:02:22] (/home/user/VAR/train.py , line 276)=>      [ep218]  (training )  Lm: 5.858 (5.858), Lt: 5.209 (5.209),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:21:27,  Finish: 2024-11-18 09:23
[11-18 00:02:22] (/home/user/VAR/train.py , line 276)=>      [ep218]  (training )  Lm: 5.858 (5.858), Lt: 5.209 (5.209),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:20:56,  Finish: 2024-11-18 09:23
[11-18 00:02:22] (/home/user/VAR/train.py , line 276)=>      [ep218]  (training )  Lm: 5.858 (5.858), Lt: 5.209 (5.209),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:20:50,  Finish: 2024-11-18 09:23
[11-18 00:02:22] (/home/user/VAR/train.py , line 276)=>      [ep218]  (training )  Lm: 5.858 (5.858), Lt: 5.209 (5.209),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:20:57,  Finish: 2024-11-18 09:23
[11-18 00:02:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [   0/1669]  eta: 0:10:34  tlr: 6.1e-05  tnm: 0.43  Lm: 5.839 (5.839)  Lt: 5.196 (5.196)  Accm: 4.39 (4.39)  Acct: 6.56 (6.56)  time: 0.3801  data: 0.0003
[11-18 00:02:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [   0/1669]  eta: 0:10:33  tlr: 6.1e-05  tnm: 0.43  Lm: 5.770 (5.770)  Lt: 5.111 (5.111)  Accm: 4.63 (4.63)  Acct: 7.46 (7.46)  time: 0.3793  data: 0.0004
[11-18 00:02:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [   0/1669]  eta: 0:10:33  tlr: 6.1e-05  tnm: 0.43  Lm: 5.802 (5.802)  Lt: 5.171 (5.171)  Accm: 4.60 (4.60)  Acct: 6.92 (6.92)  time: 0.3795  data: 0.0003
[11-18 00:02:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [   0/1669]  eta: 0:10:33  tlr: 6.1e-05  tnm: 0.43  Lm: 5.882 (5.882)  Lt: 5.226 (5.226)  Accm: 4.44 (4.44)  Acct: 7.02 (7.02)  time: 0.3797  data: 0.0003
[11-18 00:05:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [ 417/1669]  eta: 0:09:05  tlr: 6.1e-05  tnm: 0.44  Lm: 5.926 (5.926)  Lt: 5.288 (5.288)  Accm: 4.18 (4.18)  Acct: 6.49 (6.49)  time: 0.4090  data: 0.0002
[11-18 00:05:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [ 417/1669]  eta: 0:09:05  tlr: 6.1e-05  tnm: 0.44  Lm: 5.886 (5.886)  Lt: 5.240 (5.240)  Accm: 4.22 (4.22)  Acct: 6.54 (6.54)  time: 0.4090  data: 0.0002
[11-18 00:05:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [ 417/1669]  eta: 0:09:05  tlr: 6.1e-05  tnm: 0.44  Lm: 5.840 (5.840)  Lt: 5.184 (5.184)  Accm: 4.47 (4.47)  Acct: 6.96 (6.96)  time: 0.4090  data: 0.0002
[11-18 00:05:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [ 417/1669]  eta: 0:09:05  tlr: 6.1e-05  tnm: 0.44  Lm: 5.824 (5.824)  Lt: 5.176 (5.176)  Accm: 4.54 (4.54)  Acct: 6.73 (6.73)  time: 0.4090  data: 0.0003
[11-18 00:08:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [ 834/1669]  eta: 0:05:58  tlr: 6.1e-05  tnm: 0.44  Lm: 5.839 (5.861)  Lt: 5.196 (5.199)  Accm: 4.39 (4.36)  Acct: 6.56 (6.47)  time: 0.4098  data: 0.0002
[11-18 00:08:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [ 834/1669]  eta: 0:05:58  tlr: 6.1e-05  tnm: 0.44  Lm: 5.910 (5.900)  Lt: 5.257 (5.255)  Accm: 4.32 (4.24)  Acct: 6.46 (6.59)  time: 0.4098  data: 0.0002
[11-18 00:08:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [ 834/1669]  eta: 0:05:58  tlr: 6.1e-05  tnm: 0.44  Lm: 5.882 (5.879)  Lt: 5.226 (5.223)  Accm: 4.44 (4.52)  Acct: 7.02 (6.97)  time: 0.4098  data: 0.0002
[11-18 00:08:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [ 834/1669]  eta: 0:05:58  tlr: 6.1e-05  tnm: 0.44  Lm: 5.809 (5.861)  Lt: 5.171 (5.211)  Accm: 4.32 (4.26)  Acct: 6.63 (6.57)  time: 0.4098  data: 0.0002
[11-18 00:11:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [1251/1669]  eta: 0:02:58  tlr: 6.1e-05  tnm: 0.42  Lm: 5.829 (5.858)  Lt: 5.191 (5.211)  Accm: 4.34 (4.28)  Acct: 6.62 (6.58)  time: 0.4032  data: 0.0002
[11-18 00:11:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [1251/1669]  eta: 0:02:58  tlr: 6.1e-05  tnm: 0.42  Lm: 5.843 (5.857)  Lt: 5.191 (5.196)  Accm: 4.35 (4.35)  Acct: 6.66 (6.55)  time: 0.4033  data: 0.0002
[11-18 00:11:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [1251/1669]  eta: 0:02:58  tlr: 6.1e-05  tnm: 0.42  Lm: 5.834 (5.854)  Lt: 5.162 (5.192)  Accm: 4.59 (4.57)  Acct: 7.22 (7.09)  time: 0.4033  data: 0.0002
[11-18 00:11:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [1251/1669]  eta: 0:02:58  tlr: 6.1e-05  tnm: 0.42  Lm: 5.885 (5.890)  Lt: 5.230 (5.242)  Accm: 4.35 (4.28)  Acct: 6.55 (6.61)  time: 0.4033  data: 0.0002
[11-18 00:14:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [1668/1669]  eta: 0:00:00  tlr: 6.1e-05  tnm: 0.43  Lm: 5.860 (5.876)  Lt: 5.219 (5.238)  Accm: 4.39 (4.36)  Acct: 6.65 (6.67)  time: 0.4124  data: 0.0019
[11-18 00:14:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 219/350]   Total time:      0:12:00   (0.432 s / it)
[11-18 00:14:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [1668/1669]  eta: 0:00:00  tlr: 6.1e-05  tnm: 0.43  Lm: 5.849 (5.860)  Lt: 5.210 (5.218)  Accm: 4.32 (4.29)  Acct: 6.61 (6.56)  time: 0.4124  data: 0.0016
[11-18 00:14:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [1668/1669]  eta: 0:00:00  tlr: 6.1e-05  tnm: 0.43  Lm: 5.815 (5.846)  Lt: 5.203 (5.194)  Accm: 4.44 (4.52)  Acct: 7.02 (6.91)  time: 0.4124  data: 0.0017
[11-18 00:14:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 219/350]  [1668/1669]  eta: 0:00:00  tlr: 6.1e-05  tnm: 0.43  Lm: 5.847 (5.870)  Lt: 5.196 (5.209)  Accm: 4.32 (4.28)  Acct: 6.56 (6.48)  time: 0.4124  data: 0.0015
[11-18 00:14:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 219/350]   Total time:      0:12:00   (0.432 s / it)
[11-18 00:14:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 219/350]   Total time:      0:12:00   (0.432 s / it)
[11-18 00:14:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 219/350]   Total time:      0:12:00   (0.432 s / it)
[11-18 00:16:33] (home/user/VAR/trainer.py, line 113)=> FID: 6.265081791700027
[11-18 00:16:34] (/home/user/VAR/train.py , line 259)=>  [*] [ep219]  (val 50000)  Lm: 5.8591, Lt: 5.2059, Acc m&t: 4.39 6.71,  Val cost: 131.17s
[11-18 00:16:34] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-18 00:16:52] (/home/user/VAR/train.py , line 276)=>      [ep219]  (training )  Lm: 5.858 (5.859), Lt: 5.206 (5.206),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:18:36,  Finish: 2024-11-18 09:32
[11-18 00:16:52] (/home/user/VAR/train.py , line 276)=>      [ep219]  (training )  Lm: 5.858 (5.859), Lt: 5.206 (5.206),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:18:22,  Finish: 2024-11-18 09:32
[11-18 00:16:52] (/home/user/VAR/train.py , line 276)=>      [ep219]  (training )  Lm: 5.858 (5.859), Lt: 5.206 (5.206),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:18:33,  Finish: 2024-11-18 09:32
[11-18 00:16:52] (/home/user/VAR/train.py , line 276)=>      [ep219]  (training )  Lm: 5.858 (5.859), Lt: 5.206 (5.206),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:18:48,  Finish: 2024-11-18 09:33
[11-18 00:16:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [   0/1669]  eta: 0:10:36  tlr: 6.1e-05  tnm: 0.45  Lm: 5.734 (5.734)  Lt: 5.103 (5.103)  Accm: 5.08 (5.08)  Acct: 7.66 (7.66)  time: 0.3814  data: 0.0004
[11-18 00:16:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [   0/1669]  eta: 0:10:35  tlr: 6.1e-05  tnm: 0.45  Lm: 5.891 (5.891)  Lt: 5.258 (5.258)  Accm: 4.55 (4.55)  Acct: 6.77 (6.77)  time: 0.3809  data: 0.0003
[11-18 00:16:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [   0/1669]  eta: 0:10:36  tlr: 6.1e-05  tnm: 0.45  Lm: 5.864 (5.864)  Lt: 5.279 (5.279)  Accm: 4.40 (4.40)  Acct: 6.71 (6.71)  time: 0.3816  data: 0.0004
[11-18 00:16:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [   0/1669]  eta: 0:10:36  tlr: 6.1e-05  tnm: 0.45  Lm: 5.941 (5.941)  Lt: 5.284 (5.284)  Accm: 4.11 (4.11)  Acct: 6.68 (6.68)  time: 0.3815  data: 0.0004
[11-18 00:19:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [ 417/1669]  eta: 0:08:56  tlr: 6.1e-05  tnm: 0.45  Lm: 5.896 (5.896)  Lt: 5.251 (5.251)  Accm: 4.20 (4.20)  Acct: 6.66 (6.66)  time: 0.4132  data: 0.0002
[11-18 00:19:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [ 417/1669]  eta: 0:08:56  tlr: 6.1e-05  tnm: 0.45  Lm: 5.819 (5.819)  Lt: 5.165 (5.165)  Accm: 4.79 (4.79)  Acct: 7.30 (7.30)  time: 0.4132  data: 0.0002
[11-18 00:19:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [ 417/1669]  eta: 0:08:56  tlr: 6.1e-05  tnm: 0.45  Lm: 5.817 (5.817)  Lt: 5.165 (5.165)  Accm: 4.61 (4.61)  Acct: 6.92 (6.92)  time: 0.4132  data: 0.0002
[11-18 00:19:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [ 417/1669]  eta: 0:08:56  tlr: 6.1e-05  tnm: 0.45  Lm: 5.931 (5.931)  Lt: 5.321 (5.321)  Accm: 4.11 (4.11)  Acct: 6.26 (6.26)  time: 0.4132  data: 0.0003
[11-18 00:22:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [ 834/1669]  eta: 0:05:53  tlr: 6.1e-05  tnm: 0.45  Lm: 5.864 (5.861)  Lt: 5.279 (5.236)  Accm: 4.40 (4.53)  Acct: 6.71 (6.84)  time: 0.4035  data: 0.0002
[11-18 00:22:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [ 834/1669]  eta: 0:05:53  tlr: 6.1e-05  tnm: 0.45  Lm: 5.850 (5.866)  Lt: 5.218 (5.224)  Accm: 4.29 (4.36)  Acct: 6.68 (6.92)  time: 0.4035  data: 0.0002
[11-18 00:22:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [ 834/1669]  eta: 0:05:53  tlr: 6.1e-05  tnm: 0.45  Lm: 5.849 (5.829)  Lt: 5.141 (5.157)  Accm: 4.51 (4.62)  Acct: 6.94 (7.15)  time: 0.4035  data: 0.0002
[11-18 00:22:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [ 834/1669]  eta: 0:05:53  tlr: 6.1e-05  tnm: 0.45  Lm: 5.743 (5.775)  Lt: 5.072 (5.112)  Accm: 4.66 (4.69)  Acct: 7.08 (7.16)  time: 0.4035  data: 0.0002
[11-18 00:25:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [1251/1669]  eta: 0:02:56  tlr: 6e-05  tnm: 0.41  Lm: 5.804 (5.797)  Lt: 5.147 (5.139)  Accm: 4.61 (4.66)  Acct: 6.96 (7.08)  time: 0.4070  data: 0.0002
[11-18 00:25:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [1251/1669]  eta: 0:02:56  tlr: 6e-05  tnm: 0.41  Lm: 5.828 (5.837)  Lt: 5.194 (5.200)  Accm: 4.48 (4.46)  Acct: 6.90 (6.97)  time: 0.4070  data: 0.0002
[11-18 00:25:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [1251/1669]  eta: 0:02:56  tlr: 6e-05  tnm: 0.41  Lm: 5.855 (5.837)  Lt: 5.170 (5.167)  Accm: 4.39 (4.49)  Acct: 6.90 (6.90)  time: 0.4070  data: 0.0002
[11-18 00:25:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [1251/1669]  eta: 0:02:56  tlr: 6e-05  tnm: 0.41  Lm: 5.834 (5.847)  Lt: 5.225 (5.220)  Accm: 4.60 (4.60)  Acct: 7.16 (7.03)  time: 0.4070  data: 0.0002
[11-18 00:28:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [1668/1669]  eta: 0:00:00  tlr: 6e-05  tnm: 0.42  Lm: 5.864 (5.863)  Lt: 5.279 (5.243)  Accm: 4.40 (4.46)  Acct: 6.71 (6.79)  time: 0.4621  data: 0.0017
[11-18 00:28:44] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 220/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 00:28:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [1668/1669]  eta: 0:00:00  tlr: 6e-05  tnm: 0.42  Lm: 5.850 (5.852)  Lt: 5.218 (5.213)  Accm: 4.29 (4.34)  Acct: 6.68 (6.76)  time: 0.4621  data: 0.0014
[11-18 00:28:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [1668/1669]  eta: 0:00:00  tlr: 6e-05  tnm: 0.42  Lm: 5.864 (5.815)  Lt: 5.221 (5.163)  Accm: 4.55 (4.54)  Acct: 6.84 (6.88)  time: 0.4621  data: 0.0019
[11-18 00:28:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 220/350]  [1668/1669]  eta: 0:00:00  tlr: 6e-05  tnm: 0.42  Lm: 5.861 (5.859)  Lt: 5.198 (5.188)  Accm: 4.27 (4.43)  Acct: 6.85 (6.81)  time: 0.4621  data: 0.0016
[11-18 00:28:44] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 220/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 00:28:44] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 220/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 00:28:44] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 220/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 00:28:44] (/home/user/VAR/train.py , line 276)=>      [ep220]  (training )  Lm: 5.858 (5.865), Lt: 5.206 (5.218),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:09:39,  Finish: 2024-11-18 09:38
[11-18 00:28:44] (/home/user/VAR/train.py , line 276)=>      [ep220]  (training )  Lm: 5.858 (5.865), Lt: 5.206 (5.218),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:09:24,  Finish: 2024-11-18 09:38
[11-18 00:28:44] (/home/user/VAR/train.py , line 276)=>      [ep220]  (training )  Lm: 5.858 (5.865), Lt: 5.206 (5.218),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:09:24,  Finish: 2024-11-18 09:38
[11-18 00:28:44] (/home/user/VAR/train.py , line 276)=>      [ep220]  (training )  Lm: 5.858 (5.865), Lt: 5.206 (5.218),  Acc m&t: 4.40 6.73,  Remain: 1 day, 1:09:12,  Finish: 2024-11-18 09:37
[11-18 00:28:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [   0/1669]  eta: 0:09:24  tlr: 6e-05  tnm: 0.41  Lm: 5.767 (5.767)  Lt: 5.096 (5.096)  Accm: 4.72 (4.72)  Acct: 7.54 (7.54)  time: 0.3383  data: 0.0003
[11-18 00:28:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [   0/1669]  eta: 0:09:31  tlr: 6e-05  tnm: 0.41  Lm: 5.812 (5.812)  Lt: 5.132 (5.132)  Accm: 4.55 (4.55)  Acct: 6.78 (6.78)  time: 0.3426  data: 0.0003
[11-18 00:28:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [   0/1669]  eta: 0:09:59  tlr: 6e-05  tnm: 0.41  Lm: 5.971 (5.971)  Lt: 5.332 (5.332)  Accm: 3.88 (3.88)  Acct: 5.94 (5.94)  time: 0.3594  data: 0.0004
[11-18 00:28:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [   0/1669]  eta: 0:09:30  tlr: 6e-05  tnm: 0.41  Lm: 5.822 (5.822)  Lt: 5.185 (5.185)  Accm: 4.34 (4.34)  Acct: 6.54 (6.54)  time: 0.3420  data: 0.0003
[11-18 00:31:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [ 417/1669]  eta: 0:09:00  tlr: 6e-05  tnm: 0.44  Lm: 5.843 (5.843)  Lt: 5.214 (5.214)  Accm: 4.35 (4.35)  Acct: 6.55 (6.55)  time: 0.4527  data: 0.0002
[11-18 00:31:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [ 417/1669]  eta: 0:09:00  tlr: 6e-05  tnm: 0.44  Lm: 5.915 (5.915)  Lt: 5.267 (5.267)  Accm: 4.19 (4.19)  Acct: 6.54 (6.54)  time: 0.4527  data: 0.0002
[11-18 00:31:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [ 417/1669]  eta: 0:09:00  tlr: 6e-05  tnm: 0.44  Lm: 5.809 (5.809)  Lt: 5.146 (5.146)  Accm: 4.61 (4.61)  Acct: 7.04 (7.04)  time: 0.4527  data: 0.0002
[11-18 00:31:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [ 417/1669]  eta: 0:09:00  tlr: 6e-05  tnm: 0.44  Lm: 5.770 (5.770)  Lt: 5.101 (5.101)  Accm: 4.76 (4.76)  Acct: 7.45 (7.45)  time: 0.4527  data: 0.0002
[11-18 00:34:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [ 834/1669]  eta: 0:05:55  tlr: 6e-05  tnm: 0.43  Lm: 5.774 (5.845)  Lt: 5.107 (5.194)  Accm: 4.72 (4.42)  Acct: 7.35 (6.88)  time: 0.4075  data: 0.0002
[11-18 00:34:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [ 834/1669]  eta: 0:05:55  tlr: 6e-05  tnm: 0.43  Lm: 5.807 (5.768)  Lt: 5.132 (5.119)  Accm: 4.67 (4.80)  Acct: 7.30 (7.23)  time: 0.4075  data: 0.0002
[11-18 00:34:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [ 834/1669]  eta: 0:05:55  tlr: 6e-05  tnm: 0.43  Lm: 5.971 (5.938)  Lt: 5.322 (5.285)  Accm: 3.88 (4.03)  Acct: 6.01 (6.36)  time: 0.4075  data: 0.0002
[11-18 00:34:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [ 834/1669]  eta: 0:05:55  tlr: 6e-05  tnm: 0.43  Lm: 5.863 (5.854)  Lt: 5.241 (5.223)  Accm: 4.34 (4.33)  Acct: 6.56 (6.70)  time: 0.4075  data: 0.0002
[11-18 00:37:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [1251/1669]  eta: 0:03:00  tlr: 6e-05  tnm: 0.46  Lm: 5.871 (5.892)  Lt: 5.242 (5.250)  Accm: 4.31 (4.16)  Acct: 6.55 (6.42)  time: 0.4051  data: 0.0002
[11-18 00:37:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [1251/1669]  eta: 0:03:00  tlr: 6e-05  tnm: 0.46  Lm: 5.809 (5.806)  Lt: 5.146 (5.152)  Accm: 4.61 (4.59)  Acct: 7.04 (6.98)  time: 0.4051  data: 0.0002
[11-18 00:37:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [1251/1669]  eta: 0:03:00  tlr: 6e-05  tnm: 0.46  Lm: 5.915 (5.916)  Lt: 5.283 (5.275)  Accm: 4.06 (4.08)  Acct: 6.17 (6.36)  time: 0.4051  data: 0.0002
[11-18 00:37:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [1251/1669]  eta: 0:03:00  tlr: 6e-05  tnm: 0.46  Lm: 5.807 (5.844)  Lt: 5.136 (5.186)  Accm: 4.68 (4.48)  Acct: 7.31 (6.97)  time: 0.4051  data: 0.0002
[11-18 00:40:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [1668/1669]  eta: 0:00:00  tlr: 6e-05  tnm: 0.46  Lm: 5.774 (5.812)  Lt: 5.107 (5.149)  Accm: 4.72 (4.66)  Acct: 7.35 (7.21)  time: 0.4549  data: 0.0014
[11-18 00:40:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 221/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 00:40:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [1668/1669]  eta: 0:00:00  tlr: 6e-05  tnm: 0.46  Lm: 5.807 (5.802)  Lt: 5.132 (5.139)  Accm: 4.67 (4.71)  Acct: 7.30 (7.11)  time: 0.4549  data: 0.0015
[11-18 00:40:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [1668/1669]  eta: 0:00:00  tlr: 6e-05  tnm: 0.46  Lm: 5.863 (5.871)  Lt: 5.241 (5.221)  Accm: 4.34 (4.23)  Acct: 6.56 (6.52)  time: 0.4549  data: 0.0016
[11-18 00:40:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 221/350]  [1668/1669]  eta: 0:00:00  tlr: 6e-05  tnm: 0.46  Lm: 5.858 (5.904)  Lt: 5.245 (5.263)  Accm: 4.25 (4.20)  Acct: 6.34 (6.49)  time: 0.4549  data: 0.0015
[11-18 00:40:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 221/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 00:40:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 221/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 00:40:43] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 221/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 00:40:43] (/home/user/VAR/train.py , line 276)=>      [ep221]  (training )  Lm: 5.856 (5.856), Lt: 5.205 (5.205),  Acc m&t: 4.40 6.73,  Remain: 1 day, 0:51:15,  Finish: 2024-11-18 09:31
[11-18 00:40:43] (/home/user/VAR/train.py , line 276)=>      [ep221]  (training )  Lm: 5.856 (5.856), Lt: 5.205 (5.205),  Acc m&t: 4.40 6.73,  Remain: 1 day, 0:50:59,  Finish: 2024-11-18 09:31
[11-18 00:40:43] (/home/user/VAR/train.py , line 276)=>      [ep221]  (training )  Lm: 5.856 (5.856), Lt: 5.205 (5.205),  Acc m&t: 4.40 6.73,  Remain: 1 day, 0:51:08,  Finish: 2024-11-18 09:31
[11-18 00:40:43] (/home/user/VAR/train.py , line 276)=>      [ep221]  (training )  Lm: 5.856 (5.856), Lt: 5.205 (5.205),  Acc m&t: 4.40 6.73,  Remain: 1 day, 0:51:16,  Finish: 2024-11-18 09:31
[11-18 00:40:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [   0/1669]  eta: 0:10:35  tlr: 6e-05  tnm: 0.42  Lm: 5.869 (5.869)  Lt: 5.218 (5.218)  Accm: 4.33 (4.33)  Acct: 6.22 (6.22)  time: 0.3807  data: 0.0004
[11-18 00:40:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [   0/1669]  eta: 0:10:35  tlr: 6e-05  tnm: 0.42  Lm: 5.992 (5.992)  Lt: 5.369 (5.369)  Accm: 3.85 (3.85)  Acct: 6.15 (6.15)  time: 0.3807  data: 0.0004
[11-18 00:40:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [   0/1669]  eta: 0:10:30  tlr: 6e-05  tnm: 0.42  Lm: 5.877 (5.877)  Lt: 5.171 (5.171)  Accm: 4.09 (4.09)  Acct: 6.40 (6.40)  time: 0.3776  data: 0.0004
[11-18 00:40:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [   0/1669]  eta: 0:10:31  tlr: 6e-05  tnm: 0.42  Lm: 5.873 (5.873)  Lt: 5.179 (5.179)  Accm: 4.57 (4.57)  Acct: 6.96 (6.96)  time: 0.3784  data: 0.0004
[11-18 00:43:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [ 417/1669]  eta: 0:08:50  tlr: 6e-05  tnm: 0.43  Lm: 5.832 (5.832)  Lt: 5.151 (5.151)  Accm: 4.67 (4.67)  Acct: 7.27 (7.27)  time: 0.4539  data: 0.0003
[11-18 00:43:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [ 417/1669]  eta: 0:08:50  tlr: 6e-05  tnm: 0.43  Lm: 5.869 (5.869)  Lt: 5.189 (5.189)  Accm: 4.10 (4.10)  Acct: 6.25 (6.25)  time: 0.4539  data: 0.0002
[11-18 00:43:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [ 417/1669]  eta: 0:08:50  tlr: 6e-05  tnm: 0.43  Lm: 5.837 (5.837)  Lt: 5.177 (5.177)  Accm: 4.33 (4.33)  Acct: 6.47 (6.47)  time: 0.4539  data: 0.0002
[11-18 00:43:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [ 417/1669]  eta: 0:08:50  tlr: 6e-05  tnm: 0.43  Lm: 5.938 (5.938)  Lt: 5.300 (5.300)  Accm: 3.96 (3.96)  Acct: 6.20 (6.20)  time: 0.4539  data: 0.0002
[11-18 00:46:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [ 834/1669]  eta: 0:05:55  tlr: 6e-05  tnm: 0.45  Lm: 5.933 (5.936)  Lt: 5.233 (5.278)  Accm: 4.02 (3.98)  Acct: 6.15 (6.15)  time: 0.4127  data: 0.0002
[11-18 00:46:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [ 834/1669]  eta: 0:05:55  tlr: 6e-05  tnm: 0.45  Lm: 5.806 (5.822)  Lt: 5.184 (5.180)  Accm: 4.33 (4.42)  Acct: 6.71 (6.68)  time: 0.4127  data: 0.0006
[11-18 00:46:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [ 834/1669]  eta: 0:05:55  tlr: 6e-05  tnm: 0.45  Lm: 5.861 (5.854)  Lt: 5.171 (5.178)  Accm: 4.10 (4.22)  Acct: 6.40 (6.45)  time: 0.4127  data: 0.0002
[11-18 00:46:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [ 834/1669]  eta: 0:05:55  tlr: 6e-05  tnm: 0.45  Lm: 5.873 (5.851)  Lt: 5.179 (5.196)  Accm: 4.57 (4.51)  Acct: 6.96 (7.04)  time: 0.4127  data: 0.0002
[11-18 00:49:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [1251/1669]  eta: 0:02:58  tlr: 5.9e-05  tnm: 0.43  Lm: 5.832 (5.835)  Lt: 5.151 (5.176)  Accm: 4.57 (4.53)  Acct: 7.05 (7.07)  time: 0.4123  data: 0.0002
[11-18 00:49:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [1251/1669]  eta: 0:02:58  tlr: 5.9e-05  tnm: 0.43  Lm: 5.909 (5.899)  Lt: 5.232 (5.248)  Accm: 4.04 (4.16)  Acct: 6.20 (6.33)  time: 0.4123  data: 0.0002
[11-18 00:49:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [1251/1669]  eta: 0:02:58  tlr: 5.9e-05  tnm: 0.43  Lm: 5.837 (5.834)  Lt: 5.201 (5.197)  Accm: 4.33 (4.40)  Acct: 6.68 (6.67)  time: 0.4123  data: 0.0002
[11-18 00:49:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [1251/1669]  eta: 0:02:58  tlr: 5.9e-05  tnm: 0.43  Lm: 5.845 (5.848)  Lt: 5.180 (5.181)  Accm: 4.28 (4.37)  Acct: 6.62 (6.74)  time: 0.4123  data: 0.0002
[11-18 00:52:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [1668/1669]  eta: 0:00:00  tlr: 5.9e-05  tnm: 0.44  Lm: 5.861 (5.851)  Lt: 5.189 (5.188)  Accm: 4.32 (4.36)  Acct: 6.53 (6.69)  time: 0.4090  data: 0.0016
[11-18 00:52:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 222/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 00:52:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [1668/1669]  eta: 0:00:00  tlr: 5.9e-05  tnm: 0.44  Lm: 5.863 (5.841)  Lt: 5.176 (5.176)  Accm: 4.57 (4.46)  Acct: 6.96 (6.93)  time: 0.4090  data: 0.0015
[11-18 00:52:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [1668/1669]  eta: 0:00:00  tlr: 5.9e-05  tnm: 0.44  Lm: 5.884 (5.859)  Lt: 5.232 (5.208)  Accm: 4.06 (4.35)  Acct: 6.25 (6.64)  time: 0.4090  data: 0.0016
[11-18 00:52:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 222/350]  [1668/1669]  eta: 0:00:00  tlr: 5.9e-05  tnm: 0.44  Lm: 5.806 (5.824)  Lt: 5.184 (5.189)  Accm: 4.33 (4.48)  Acct: 6.71 (6.80)  time: 0.4090  data: 0.0019
[11-18 00:52:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 222/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 00:52:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 222/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 00:52:36] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 222/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 00:52:36] (/home/user/VAR/train.py , line 276)=>      [ep222]  (training )  Lm: 5.856 (5.859), Lt: 5.205 (5.211),  Acc m&t: 4.40 6.73,  Remain: 1 day, 0:36:57,  Finish: 2024-11-18 09:29
[11-18 00:52:36] (/home/user/VAR/train.py , line 276)=>      [ep222]  (training )  Lm: 5.856 (5.859), Lt: 5.205 (5.211),  Acc m&t: 4.40 6.73,  Remain: 1 day, 0:36:59,  Finish: 2024-11-18 09:29
[11-18 00:52:36] (/home/user/VAR/train.py , line 276)=>      [ep222]  (training )  Lm: 5.856 (5.859), Lt: 5.205 (5.211),  Acc m&t: 4.40 6.73,  Remain: 1 day, 0:36:50,  Finish: 2024-11-18 09:29
[11-18 00:52:36] (/home/user/VAR/train.py , line 276)=>      [ep222]  (training )  Lm: 5.856 (5.859), Lt: 5.205 (5.211),  Acc m&t: 4.40 6.73,  Remain: 1 day, 0:37:12,  Finish: 2024-11-18 09:29
[11-18 00:52:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [   0/1669]  eta: 0:10:32  tlr: 5.9e-05  tnm: 0.44  Lm: 5.813 (5.813)  Lt: 5.205 (5.205)  Accm: 4.49 (4.49)  Acct: 6.61 (6.61)  time: 0.3791  data: 0.0004
[11-18 00:52:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [   0/1669]  eta: 0:10:32  tlr: 5.9e-05  tnm: 0.44  Lm: 5.909 (5.909)  Lt: 5.265 (5.265)  Accm: 3.97 (3.97)  Acct: 6.06 (6.06)  time: 0.3790  data: 0.0003
[11-18 00:52:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [   0/1669]  eta: 0:10:32  tlr: 5.9e-05  tnm: 0.44  Lm: 5.909 (5.909)  Lt: 5.231 (5.231)  Accm: 4.32 (4.32)  Acct: 6.70 (6.70)  time: 0.3790  data: 0.0004
[11-18 00:52:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [   0/1669]  eta: 0:10:32  tlr: 5.9e-05  tnm: 0.44  Lm: 5.834 (5.834)  Lt: 5.172 (5.172)  Accm: 4.36 (4.36)  Acct: 6.65 (6.65)  time: 0.3787  data: 0.0004
[11-18 00:55:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [ 417/1669]  eta: 0:08:47  tlr: 5.9e-05  tnm: 0.46  Lm: 5.749 (5.749)  Lt: 5.079 (5.079)  Accm: 4.79 (4.79)  Acct: 7.28 (7.28)  time: 0.4103  data: 0.0003
[11-18 00:55:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [ 417/1669]  eta: 0:08:47  tlr: 5.9e-05  tnm: 0.46  Lm: 5.766 (5.766)  Lt: 5.105 (5.105)  Accm: 4.86 (4.86)  Acct: 7.23 (7.23)  time: 0.4103  data: 0.0002
[11-18 00:55:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [ 417/1669]  eta: 0:08:47  tlr: 5.9e-05  tnm: 0.46  Lm: 5.883 (5.883)  Lt: 5.241 (5.241)  Accm: 4.25 (4.25)  Acct: 6.47 (6.47)  time: 0.4103  data: 0.0003
[11-18 00:55:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [ 417/1669]  eta: 0:08:47  tlr: 5.9e-05  tnm: 0.46  Lm: 5.897 (5.897)  Lt: 5.296 (5.296)  Accm: 4.21 (4.21)  Acct: 6.20 (6.20)  time: 0.4103  data: 0.0002
[11-18 00:58:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [ 834/1669]  eta: 0:05:57  tlr: 5.9e-05  tnm: 0.44  Lm: 5.981 (5.929)  Lt: 5.367 (5.320)  Accm: 3.96 (4.13)  Acct: 5.91 (6.10)  time: 0.4536  data: 0.0003
[11-18 00:58:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [ 834/1669]  eta: 0:05:57  tlr: 5.9e-05  tnm: 0.44  Lm: 5.857 (5.831)  Lt: 5.216 (5.193)  Accm: 4.53 (4.55)  Acct: 6.87 (6.91)  time: 0.4536  data: 0.0002
[11-18 00:58:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [ 834/1669]  eta: 0:05:57  tlr: 5.9e-05  tnm: 0.44  Lm: 5.889 (5.807)  Lt: 5.214 (5.141)  Accm: 4.32 (4.64)  Acct: 6.70 (7.00)  time: 0.4536  data: 0.0002
[11-18 00:58:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [ 834/1669]  eta: 0:05:57  tlr: 5.9e-05  tnm: 0.44  Lm: 5.782 (5.760)  Lt: 5.065 (5.074)  Accm: 4.65 (4.74)  Acct: 6.96 (7.17)  time: 0.4536  data: 0.0003
[11-18 01:01:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [1251/1669]  eta: 0:03:00  tlr: 5.9e-05  tnm: 0.44  Lm: 5.808 (5.800)  Lt: 5.119 (5.127)  Accm: 4.51 (4.63)  Acct: 6.80 (7.03)  time: 0.4101  data: 0.0002
[11-18 01:01:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [1251/1669]  eta: 0:03:00  tlr: 5.9e-05  tnm: 0.44  Lm: 5.899 (5.838)  Lt: 5.223 (5.188)  Accm: 4.27 (4.50)  Acct: 6.62 (6.81)  time: 0.4101  data: 0.0002
[11-18 01:01:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [1251/1669]  eta: 0:03:00  tlr: 5.9e-05  tnm: 0.44  Lm: 5.843 (5.830)  Lt: 5.177 (5.179)  Accm: 4.59 (4.58)  Acct: 7.20 (7.06)  time: 0.4101  data: 0.0002
[11-18 01:01:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [1251/1669]  eta: 0:03:00  tlr: 5.9e-05  tnm: 0.44  Lm: 5.905 (5.904)  Lt: 5.286 (5.279)  Accm: 4.22 (4.28)  Acct: 6.26 (6.41)  time: 0.4101  data: 0.0002
[11-18 01:04:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [1668/1669]  eta: 0:00:00  tlr: 5.9e-05  tnm: 0.45  Lm: 5.844 (5.892)  Lt: 5.205 (5.262)  Accm: 4.27 (4.27)  Acct: 6.61 (6.46)  time: 0.4119  data: 0.0021
[11-18 01:04:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 223/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 01:04:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [1668/1669]  eta: 0:00:00  tlr: 5.9e-05  tnm: 0.45  Lm: 5.829 (5.825)  Lt: 5.148 (5.173)  Accm: 4.53 (4.51)  Acct: 6.87 (6.97)  time: 0.4119  data: 0.0016
[11-18 01:04:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [1668/1669]  eta: 0:00:00  tlr: 5.9e-05  tnm: 0.45  Lm: 5.904 (5.851)  Lt: 5.223 (5.195)  Accm: 4.21 (4.43)  Acct: 6.66 (6.78)  time: 0.4119  data: 0.0015
[11-18 01:04:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 223/350]  [1668/1669]  eta: 0:00:00  tlr: 5.9e-05  tnm: 0.45  Lm: 5.834 (5.833)  Lt: 5.172 (5.170)  Accm: 4.36 (4.49)  Acct: 6.65 (6.90)  time: 0.4119  data: 0.0023
[11-18 01:04:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 223/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 01:04:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 223/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 01:04:31] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 223/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 01:04:31] (/home/user/VAR/train.py , line 276)=>      [ep223]  (training )  Lm: 5.844 (5.844), Lt: 5.191 (5.191),  Acc m&t: 4.45 6.81,  Remain: 1 day, 0:11:45,  Finish: 2024-11-18 09:16
[11-18 01:04:31] (/home/user/VAR/train.py , line 276)=>      [ep223]  (training )  Lm: 5.844 (5.844), Lt: 5.191 (5.191),  Acc m&t: 4.45 6.81,  Remain: 1 day, 0:11:52,  Finish: 2024-11-18 09:16
[11-18 01:04:31] (/home/user/VAR/train.py , line 276)=>      [ep223]  (training )  Lm: 5.844 (5.844), Lt: 5.191 (5.191),  Acc m&t: 4.45 6.81,  Remain: 1 day, 0:11:47,  Finish: 2024-11-18 09:16
[11-18 01:04:31] (/home/user/VAR/train.py , line 276)=>      [ep223]  (training )  Lm: 5.844 (5.844), Lt: 5.191 (5.191),  Acc m&t: 4.45 6.81,  Remain: 1 day, 0:11:36,  Finish: 2024-11-18 09:16
[11-18 01:04:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [   0/1669]  eta: 0:10:34  tlr: 5.9e-05  tnm: 0.46  Lm: 6.030 (6.030)  Lt: 5.429 (5.429)  Accm: 3.74 (3.74)  Acct: 5.77 (5.77)  time: 0.3800  data: 0.0003
[11-18 01:04:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [   0/1669]  eta: 0:10:34  tlr: 5.9e-05  tnm: 0.46  Lm: 5.976 (5.976)  Lt: 5.390 (5.390)  Accm: 3.72 (3.72)  Acct: 5.22 (5.22)  time: 0.3800  data: 0.0004
[11-18 01:04:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [   0/1669]  eta: 0:10:34  tlr: 5.9e-05  tnm: 0.46  Lm: 6.019 (6.019)  Lt: 5.403 (5.403)  Accm: 3.34 (3.34)  Acct: 5.44 (5.44)  time: 0.3802  data: 0.0003
[11-18 01:04:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [   0/1669]  eta: 0:10:33  tlr: 5.9e-05  tnm: 0.46  Lm: 5.825 (5.825)  Lt: 5.228 (5.228)  Accm: 4.57 (4.57)  Acct: 6.53 (6.53)  time: 0.3799  data: 0.0004
[11-18 01:07:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [ 417/1669]  eta: 0:08:56  tlr: 5.9e-05  tnm: 0.45  Lm: 5.879 (5.879)  Lt: 5.279 (5.279)  Accm: 4.43 (4.43)  Acct: 6.40 (6.40)  time: 0.4111  data: 0.0002
[11-18 01:07:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [ 417/1669]  eta: 0:08:56  tlr: 5.9e-05  tnm: 0.45  Lm: 5.932 (5.932)  Lt: 5.294 (5.294)  Accm: 4.17 (4.17)  Acct: 6.34 (6.34)  time: 0.4111  data: 0.0002
[11-18 01:07:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [ 417/1669]  eta: 0:08:56  tlr: 5.9e-05  tnm: 0.45  Lm: 6.004 (6.004)  Lt: 5.407 (5.407)  Accm: 3.88 (3.88)  Acct: 5.95 (5.95)  time: 0.4111  data: 0.0002
[11-18 01:07:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [ 417/1669]  eta: 0:08:56  tlr: 5.9e-05  tnm: 0.45  Lm: 5.896 (5.896)  Lt: 5.239 (5.239)  Accm: 4.04 (4.04)  Acct: 6.50 (6.50)  time: 0.4111  data: 0.0002
[11-18 01:10:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.9e-05  tnm: 0.44  Lm: 5.897 (5.896)  Lt: 5.231 (5.236)  Accm: 4.19 (4.09)  Acct: 6.49 (6.50)  time: 0.4529  data: 0.0002
[11-18 01:10:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.9e-05  tnm: 0.44  Lm: 5.919 (5.927)  Lt: 5.280 (5.290)  Accm: 4.24 (4.19)  Acct: 6.44 (6.38)  time: 0.4529  data: 0.0002
[11-18 01:10:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.9e-05  tnm: 0.44  Lm: 5.977 (5.983)  Lt: 5.385 (5.381)  Accm: 4.01 (3.92)  Acct: 6.13 (6.02)  time: 0.4529  data: 0.0002
[11-18 01:10:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.9e-05  tnm: 0.44  Lm: 5.933 (5.907)  Lt: 5.330 (5.311)  Accm: 4.29 (4.26)  Acct: 6.28 (6.25)  time: 0.4529  data: 0.0002
[11-18 01:13:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [1251/1669]  eta: 0:03:00  tlr: 5.9e-05  tnm: 0.44  Lm: 5.879 (5.886)  Lt: 5.279 (5.271)  Accm: 4.38 (4.31)  Acct: 6.40 (6.44)  time: 0.4071  data: 0.0002
[11-18 01:13:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [1251/1669]  eta: 0:03:00  tlr: 5.9e-05  tnm: 0.44  Lm: 5.903 (5.900)  Lt: 5.239 (5.249)  Accm: 4.43 (4.36)  Acct: 6.96 (6.72)  time: 0.4071  data: 0.0002
[11-18 01:13:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [1251/1669]  eta: 0:03:00  tlr: 5.9e-05  tnm: 0.44  Lm: 5.960 (5.966)  Lt: 5.357 (5.358)  Accm: 4.01 (3.95)  Acct: 6.01 (5.99)  time: 0.4071  data: 0.0002
[11-18 01:13:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [1251/1669]  eta: 0:03:00  tlr: 5.9e-05  tnm: 0.44  Lm: 5.851 (5.874)  Lt: 5.204 (5.221)  Accm: 4.41 (4.22)  Acct: 6.78 (6.64)  time: 0.4071  data: 0.0002
[11-18 01:16:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [1668/1669]  eta: 0:00:00  tlr: 5.8e-05  tnm: 0.45  Lm: 5.806 (5.858)  Lt: 5.177 (5.204)  Accm: 4.64 (4.36)  Acct: 7.08 (6.81)  time: 0.4158  data: 0.0018
[11-18 01:16:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 224/350]   Total time:      0:12:00   (0.432 s / it)
[11-18 01:16:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [1668/1669]  eta: 0:00:00  tlr: 5.8e-05  tnm: 0.45  Lm: 5.942 (5.924)  Lt: 5.329 (5.295)  Accm: 4.01 (4.13)  Acct: 6.13 (6.28)  time: 0.4158  data: 0.0015
[11-18 01:16:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [1668/1669]  eta: 0:00:00  tlr: 5.8e-05  tnm: 0.45  Lm: 5.887 (5.878)  Lt: 5.199 (5.222)  Accm: 4.63 (4.42)  Acct: 7.46 (6.87)  time: 0.4158  data: 0.0021
[11-18 01:16:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 224/350]  [1668/1669]  eta: 0:00:00  tlr: 5.8e-05  tnm: 0.45  Lm: 5.863 (5.882)  Lt: 5.228 (5.255)  Accm: 4.47 (4.38)  Acct: 6.53 (6.50)  time: 0.4158  data: 0.0014
[11-18 01:16:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 224/350]   Total time:      0:12:00   (0.432 s / it)
[11-18 01:16:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 224/350]   Total time:      0:12:00   (0.432 s / it)
[11-18 01:16:32] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 224/350]   Total time:      0:12:00   (0.432 s / it)
[11-18 01:16:32] (/home/user/VAR/train.py , line 276)=>      [ep224]  (training )  Lm: 5.844 (5.862), Lt: 5.191 (5.216),  Acc m&t: 4.45 6.81,  Remain: 1 day, 0:17:16,  Finish: 2024-11-18 09:33
[11-18 01:16:32] (/home/user/VAR/train.py , line 276)=>      [ep224]  (training )  Lm: 5.844 (5.862), Lt: 5.191 (5.216),  Acc m&t: 4.45 6.81,  Remain: 1 day, 0:16:07,  Finish: 2024-11-18 09:32
[11-18 01:16:32] (/home/user/VAR/train.py , line 276)=>      [ep224]  (training )  Lm: 5.844 (5.862), Lt: 5.191 (5.216),  Acc m&t: 4.45 6.81,  Remain: 1 day, 0:16:51,  Finish: 2024-11-18 09:33
[11-18 01:16:32] (/home/user/VAR/train.py , line 276)=>      [ep224]  (training )  Lm: 5.844 (5.862), Lt: 5.191 (5.216),  Acc m&t: 4.45 6.81,  Remain: 1 day, 0:16:07,  Finish: 2024-11-18 09:32
[11-18 01:16:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [   0/1669]  eta: 0:10:16  tlr: 5.8e-05  tnm: 0.44  Lm: 5.787 (5.787)  Lt: 5.135 (5.135)  Accm: 4.73 (4.73)  Acct: 7.30 (7.30)  time: 0.3694  data: 0.0004
[11-18 01:16:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [   0/1669]  eta: 0:10:17  tlr: 5.8e-05  tnm: 0.44  Lm: 5.830 (5.830)  Lt: 5.200 (5.200)  Accm: 4.47 (4.47)  Acct: 6.85 (6.85)  time: 0.3699  data: 0.0004
[11-18 01:16:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [   0/1669]  eta: 0:10:17  tlr: 5.8e-05  tnm: 0.44  Lm: 5.922 (5.922)  Lt: 5.297 (5.297)  Accm: 3.93 (3.93)  Acct: 5.77 (5.77)  time: 0.3698  data: 0.0004
[11-18 01:16:32] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [   0/1669]  eta: 0:10:17  tlr: 5.8e-05  tnm: 0.44  Lm: 5.868 (5.868)  Lt: 5.219 (5.219)  Accm: 4.31 (4.31)  Acct: 6.85 (6.85)  time: 0.3700  data: 0.0004
[11-18 01:19:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [ 417/1669]  eta: 0:08:52  tlr: 5.8e-05  tnm: 0.45  Lm: 5.795 (5.795)  Lt: 5.145 (5.145)  Accm: 4.57 (4.57)  Acct: 7.05 (7.05)  time: 0.4094  data: 0.0002
[11-18 01:19:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [ 417/1669]  eta: 0:08:52  tlr: 5.8e-05  tnm: 0.45  Lm: 5.843 (5.843)  Lt: 5.192 (5.192)  Accm: 4.32 (4.32)  Acct: 6.69 (6.69)  time: 0.4094  data: 0.0002
[11-18 01:19:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [ 417/1669]  eta: 0:08:52  tlr: 5.8e-05  tnm: 0.45  Lm: 5.840 (5.840)  Lt: 5.190 (5.190)  Accm: 4.47 (4.47)  Acct: 6.87 (6.87)  time: 0.4094  data: 0.0002
[11-18 01:19:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [ 417/1669]  eta: 0:08:52  tlr: 5.8e-05  tnm: 0.45  Lm: 5.846 (5.846)  Lt: 5.200 (5.200)  Accm: 4.33 (4.33)  Acct: 6.58 (6.58)  time: 0.4094  data: 0.0002
[11-18 01:22:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [ 834/1669]  eta: 0:05:55  tlr: 5.8e-05  tnm: 0.45  Lm: 5.869 (5.853)  Lt: 5.209 (5.203)  Accm: 4.29 (4.32)  Acct: 6.77 (6.64)  time: 0.4081  data: 0.0002
[11-18 01:22:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [ 834/1669]  eta: 0:05:55  tlr: 5.8e-05  tnm: 0.45  Lm: 5.845 (5.844)  Lt: 5.200 (5.196)  Accm: 4.16 (4.26)  Acct: 6.53 (6.45)  time: 0.4081  data: 0.0002
[11-18 01:22:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [ 834/1669]  eta: 0:05:55  tlr: 5.8e-05  tnm: 0.45  Lm: 5.894 (5.865)  Lt: 5.246 (5.224)  Accm: 4.20 (4.33)  Acct: 6.44 (6.69)  time: 0.4081  data: 0.0002
[11-18 01:22:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [ 834/1669]  eta: 0:05:55  tlr: 5.8e-05  tnm: 0.45  Lm: 5.868 (5.846)  Lt: 5.219 (5.193)  Accm: 4.31 (4.41)  Acct: 6.85 (6.84)  time: 0.4081  data: 0.0002
[11-18 01:25:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [1251/1669]  eta: 0:02:56  tlr: 5.8e-05  tnm: 0.46  Lm: 5.893 (5.865)  Lt: 5.232 (5.206)  Accm: 4.26 (4.36)  Acct: 6.70 (6.77)  time: 0.4516  data: 0.0002
[11-18 01:25:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [1251/1669]  eta: 0:02:56  tlr: 5.8e-05  tnm: 0.46  Lm: 5.835 (5.841)  Lt: 5.177 (5.188)  Accm: 4.42 (4.38)  Acct: 6.88 (6.73)  time: 0.4516  data: 0.0002
[11-18 01:25:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [1251/1669]  eta: 0:02:56  tlr: 5.8e-05  tnm: 0.46  Lm: 5.851 (5.887)  Lt: 5.202 (5.236)  Accm: 4.15 (4.17)  Acct: 6.25 (6.28)  time: 0.4516  data: 0.0002
[11-18 01:25:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [1251/1669]  eta: 0:02:56  tlr: 5.8e-05  tnm: 0.46  Lm: 5.857 (5.853)  Lt: 5.212 (5.213)  Accm: 4.41 (4.41)  Acct: 6.77 (6.79)  time: 0.4516  data: 0.0002
[11-18 01:28:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [1668/1669]  eta: 0:00:00  tlr: 5.8e-05  tnm: 0.42  Lm: 5.872 (5.857)  Lt: 5.196 (5.209)  Accm: 4.25 (4.38)  Acct: 6.54 (6.74)  time: 0.4111  data: 0.0015
[11-18 01:28:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 225/350]   Total time:      0:11:50   (0.425 s / it)
[11-18 01:28:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [1668/1669]  eta: 0:00:00  tlr: 5.8e-05  tnm: 0.42  Lm: 5.845 (5.874)  Lt: 5.200 (5.213)  Accm: 4.16 (4.20)  Acct: 6.51 (6.32)  time: 0.4111  data: 0.0019
[11-18 01:28:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [1668/1669]  eta: 0:00:00  tlr: 5.8e-05  tnm: 0.42  Lm: 5.868 (5.851)  Lt: 5.219 (5.196)  Accm: 4.31 (4.49)  Acct: 6.85 (6.95)  time: 0.4111  data: 0.0017
[11-18 01:28:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 225/350]  [1668/1669]  eta: 0:00:00  tlr: 5.8e-05  tnm: 0.42  Lm: 5.822 (5.837)  Lt: 5.145 (5.174)  Accm: 4.55 (4.43)  Acct: 6.99 (6.84)  time: 0.4111  data: 0.0015
[11-18 01:28:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 225/350]   Total time:      0:11:50   (0.425 s / it)
[11-18 01:28:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 225/350]   Total time:      0:11:50   (0.425 s / it)
[11-18 01:28:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 225/350]   Total time:      0:11:50   (0.425 s / it)
[11-18 01:28:22] (/home/user/VAR/train.py , line 276)=>      [ep225]  (training )  Lm: 5.844 (5.860), Lt: 5.191 (5.212),  Acc m&t: 4.45 6.81,  Remain: 23:56:05,  Finish: 2024-11-18 09:24
[11-18 01:28:22] (/home/user/VAR/train.py , line 276)=>      [ep225]  (training )  Lm: 5.844 (5.860), Lt: 5.191 (5.212),  Acc m&t: 4.45 6.81,  Remain: 23:55:11,  Finish: 2024-11-18 09:23
[11-18 01:28:22] (/home/user/VAR/train.py , line 276)=>      [ep225]  (training )  Lm: 5.844 (5.860), Lt: 5.191 (5.212),  Acc m&t: 4.45 6.81,  Remain: 23:55:14,  Finish: 2024-11-18 09:23
[11-18 01:28:22] (/home/user/VAR/train.py , line 276)=>      [ep225]  (training )  Lm: 5.844 (5.860), Lt: 5.191 (5.212),  Acc m&t: 4.45 6.81,  Remain: 23:56:15,  Finish: 2024-11-18 09:24
[11-18 01:28:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [   0/1669]  eta: 0:10:16  tlr: 5.8e-05  tnm: 0.42  Lm: 5.619 (5.619)  Lt: 4.986 (4.986)  Accm: 5.45 (5.45)  Acct: 8.37 (8.37)  time: 0.3695  data: 0.0004
[11-18 01:28:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [   0/1669]  eta: 0:10:15  tlr: 5.8e-05  tnm: 0.42  Lm: 5.875 (5.875)  Lt: 5.217 (5.217)  Accm: 4.43 (4.43)  Acct: 6.44 (6.44)  time: 0.3688  data: 0.0003
[11-18 01:28:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [   0/1669]  eta: 0:10:17  tlr: 5.8e-05  tnm: 0.42  Lm: 5.821 (5.821)  Lt: 5.168 (5.168)  Accm: 4.45 (4.45)  Acct: 6.96 (6.96)  time: 0.3697  data: 0.0004
[11-18 01:28:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [   0/1669]  eta: 0:10:13  tlr: 5.8e-05  tnm: 0.42  Lm: 5.989 (5.989)  Lt: 5.380 (5.380)  Accm: 3.80 (3.80)  Acct: 5.82 (5.82)  time: 0.3675  data: 0.0003
[11-18 01:31:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [ 417/1669]  eta: 0:09:12  tlr: 5.8e-05  tnm: 0.47  Lm: 5.878 (5.878)  Lt: 5.243 (5.243)  Accm: 4.37 (4.37)  Acct: 6.73 (6.73)  time: 0.4549  data: 0.0002
[11-18 01:31:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [ 417/1669]  eta: 0:09:12  tlr: 5.8e-05  tnm: 0.47  Lm: 5.754 (5.754)  Lt: 5.116 (5.116)  Accm: 4.84 (4.84)  Acct: 7.40 (7.40)  time: 0.4549  data: 0.0002
[11-18 01:31:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [ 417/1669]  eta: 0:09:12  tlr: 5.8e-05  tnm: 0.47  Lm: 5.864 (5.864)  Lt: 5.210 (5.210)  Accm: 4.40 (4.40)  Acct: 6.59 (6.59)  time: 0.4549  data: 0.0002
[11-18 01:31:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [ 417/1669]  eta: 0:09:12  tlr: 5.8e-05  tnm: 0.47  Lm: 5.871 (5.871)  Lt: 5.202 (5.202)  Accm: 4.20 (4.20)  Acct: 6.78 (6.78)  time: 0.4549  data: 0.0002
[11-18 01:34:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [ 834/1669]  eta: 0:06:02  tlr: 5.8e-05  tnm: 0.45  Lm: 5.922 (5.910)  Lt: 5.236 (5.238)  Accm: 4.09 (4.17)  Acct: 6.61 (6.66)  time: 0.4610  data: 0.0002
[11-18 01:34:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [ 834/1669]  eta: 0:06:02  tlr: 5.8e-05  tnm: 0.45  Lm: 5.774 (5.760)  Lt: 5.130 (5.121)  Accm: 4.76 (4.81)  Acct: 7.09 (7.30)  time: 0.4610  data: 0.0002
[11-18 01:34:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [ 834/1669]  eta: 0:06:02  tlr: 5.8e-05  tnm: 0.45  Lm: 5.942 (5.899)  Lt: 5.313 (5.266)  Accm: 4.20 (4.31)  Acct: 6.51 (6.66)  time: 0.4610  data: 0.0003
[11-18 01:34:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [ 834/1669]  eta: 0:06:02  tlr: 5.8e-05  tnm: 0.45  Lm: 5.875 (5.869)  Lt: 5.217 (5.218)  Accm: 4.38 (4.26)  Acct: 6.44 (6.38)  time: 0.4610  data: 0.0002
[11-18 01:37:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [1251/1669]  eta: 0:02:59  tlr: 5.8e-05  tnm: 0.46  Lm: 5.876 (5.871)  Lt: 5.226 (5.228)  Accm: 4.40 (4.35)  Acct: 6.59 (6.47)  time: 0.4496  data: 0.0002
[11-18 01:37:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [1251/1669]  eta: 0:02:59  tlr: 5.8e-05  tnm: 0.46  Lm: 5.871 (5.886)  Lt: 5.202 (5.210)  Accm: 4.27 (4.31)  Acct: 6.78 (6.87)  time: 0.4496  data: 0.0002
[11-18 01:37:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [1251/1669]  eta: 0:02:59  tlr: 5.8e-05  tnm: 0.46  Lm: 5.831 (5.814)  Lt: 5.189 (5.191)  Accm: 4.49 (4.58)  Acct: 6.77 (6.91)  time: 0.4496  data: 0.0002
[11-18 01:37:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [1251/1669]  eta: 0:02:59  tlr: 5.8e-05  tnm: 0.46  Lm: 5.855 (5.858)  Lt: 5.209 (5.221)  Accm: 4.48 (4.43)  Acct: 6.91 (6.82)  time: 0.4496  data: 0.0002
[11-18 01:40:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [1668/1669]  eta: 0:00:00  tlr: 5.8e-05  tnm: 0.44  Lm: 5.942 (5.879)  Lt: 5.305 (5.237)  Accm: 4.20 (4.32)  Acct: 6.51 (6.74)  time: 0.4109  data: 0.0017
[11-18 01:40:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 226/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 01:40:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [1668/1669]  eta: 0:00:00  tlr: 5.8e-05  tnm: 0.44  Lm: 5.889 (5.834)  Lt: 5.247 (5.213)  Accm: 4.22 (4.48)  Acct: 6.44 (6.70)  time: 0.4109  data: 0.0021
[11-18 01:40:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [1668/1669]  eta: 0:00:00  tlr: 5.8e-05  tnm: 0.44  Lm: 5.875 (5.862)  Lt: 5.217 (5.226)  Accm: 4.38 (4.32)  Acct: 6.44 (6.46)  time: 0.4109  data: 0.0016
[11-18 01:40:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 226/350]  [1668/1669]  eta: 0:00:00  tlr: 5.8e-05  tnm: 0.44  Lm: 5.821 (5.864)  Lt: 5.168 (5.196)  Accm: 4.45 (4.36)  Acct: 6.80 (6.86)  time: 0.4109  data: 0.0016
[11-18 01:40:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 226/350]   Total time:      0:11:59   (0.431 s / it)
[11-18 01:40:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 226/350]   Total time:      0:11:59   (0.431 s / it)
[11-18 01:40:21] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 226/350]   Total time:      0:11:59   (0.431 s / it)
[11-18 01:40:21] (/home/user/VAR/train.py , line 276)=>      [ep226]  (training )  Lm: 5.844 (5.866), Lt: 5.191 (5.218),  Acc m&t: 4.45 6.81,  Remain: 23:35:03,  Finish: 2024-11-18 09:15
[11-18 01:40:21] (/home/user/VAR/train.py , line 276)=>      [ep226]  (training )  Lm: 5.844 (5.866), Lt: 5.191 (5.218),  Acc m&t: 4.45 6.81,  Remain: 23:35:44,  Finish: 2024-11-18 09:16
[11-18 01:40:21] (/home/user/VAR/train.py , line 276)=>      [ep226]  (training )  Lm: 5.844 (5.866), Lt: 5.191 (5.218),  Acc m&t: 4.45 6.81,  Remain: 23:36:03,  Finish: 2024-11-18 09:16
[11-18 01:40:21] (/home/user/VAR/train.py , line 276)=>      [ep226]  (training )  Lm: 5.844 (5.866), Lt: 5.191 (5.218),  Acc m&t: 4.45 6.81,  Remain: 23:35:37,  Finish: 2024-11-18 09:15
[11-18 01:40:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [   0/1669]  eta: 0:10:20  tlr: 5.8e-05  tnm: 0.45  Lm: 5.891 (5.891)  Lt: 5.259 (5.259)  Accm: 4.13 (4.13)  Acct: 6.23 (6.23)  time: 0.3716  data: 0.0004
[11-18 01:40:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [   0/1669]  eta: 0:10:11  tlr: 5.8e-05  tnm: 0.45  Lm: 5.893 (5.893)  Lt: 5.205 (5.205)  Accm: 3.98 (3.98)  Acct: 6.06 (6.06)  time: 0.3661  data: 0.0004
[11-18 01:40:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [   0/1669]  eta: 0:10:26  tlr: 5.8e-05  tnm: 0.45  Lm: 5.854 (5.854)  Lt: 5.216 (5.216)  Accm: 4.92 (4.92)  Acct: 7.30 (7.30)  time: 0.3752  data: 0.0004
[11-18 01:40:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [   0/1669]  eta: 0:10:25  tlr: 5.8e-05  tnm: 0.45  Lm: 5.967 (5.967)  Lt: 5.321 (5.321)  Accm: 4.14 (4.14)  Acct: 6.27 (6.27)  time: 0.3746  data: 0.0004
[11-18 01:43:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [ 417/1669]  eta: 0:08:58  tlr: 5.7e-05  tnm: 0.44  Lm: 5.935 (5.935)  Lt: 5.258 (5.258)  Accm: 4.11 (4.11)  Acct: 6.53 (6.53)  time: 0.4407  data: 0.0002
[11-18 01:43:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [ 417/1669]  eta: 0:08:58  tlr: 5.7e-05  tnm: 0.44  Lm: 5.784 (5.784)  Lt: 5.123 (5.123)  Accm: 4.56 (4.56)  Acct: 6.90 (6.90)  time: 0.4407  data: 0.0003
[11-18 01:43:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [ 417/1669]  eta: 0:08:58  tlr: 5.7e-05  tnm: 0.44  Lm: 5.863 (5.863)  Lt: 5.206 (5.206)  Accm: 4.56 (4.56)  Acct: 6.78 (6.78)  time: 0.4407  data: 0.0002
[11-18 01:43:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [ 417/1669]  eta: 0:08:58  tlr: 5.7e-05  tnm: 0.44  Lm: 5.865 (5.865)  Lt: 5.221 (5.221)  Accm: 4.45 (4.45)  Acct: 6.71 (6.71)  time: 0.4407  data: 0.0002
[11-18 01:46:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.7e-05  tnm: 0.45  Lm: 5.857 (5.862)  Lt: 5.183 (5.204)  Accm: 4.44 (4.45)  Acct: 6.90 (6.77)  time: 0.5007  data: 0.0002
[11-18 01:46:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.7e-05  tnm: 0.45  Lm: 5.837 (5.802)  Lt: 5.192 (5.146)  Accm: 4.52 (4.55)  Acct: 6.49 (6.76)  time: 0.5007  data: 0.0002
[11-18 01:46:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.7e-05  tnm: 0.45  Lm: 5.854 (5.843)  Lt: 5.197 (5.186)  Accm: 4.49 (4.54)  Acct: 6.46 (6.67)  time: 0.5007  data: 0.0002
[11-18 01:46:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.7e-05  tnm: 0.45  Lm: 5.967 (5.952)  Lt: 5.321 (5.289)  Accm: 4.09 (4.09)  Acct: 6.27 (6.44)  time: 0.5007  data: 0.0002
[11-18 01:49:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [1251/1669]  eta: 0:02:58  tlr: 5.7e-05  tnm: 0.43  Lm: 5.831 (5.834)  Lt: 5.170 (5.175)  Accm: 4.55 (4.55)  Acct: 6.84 (6.81)  time: 0.4106  data: 0.0002
[11-18 01:49:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [1251/1669]  eta: 0:02:58  tlr: 5.7e-05  tnm: 0.43  Lm: 5.789 (5.786)  Lt: 5.143 (5.133)  Accm: 4.68 (4.62)  Acct: 7.03 (6.96)  time: 0.4106  data: 0.0002
[11-18 01:49:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [1251/1669]  eta: 0:02:58  tlr: 5.7e-05  tnm: 0.43  Lm: 5.962 (5.953)  Lt: 5.307 (5.290)  Accm: 4.06 (4.05)  Acct: 6.27 (6.28)  time: 0.4107  data: 0.0002
[11-18 01:49:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [1251/1669]  eta: 0:02:58  tlr: 5.7e-05  tnm: 0.43  Lm: 5.848 (5.840)  Lt: 5.177 (5.179)  Accm: 4.60 (4.64)  Acct: 7.04 (7.05)  time: 0.4106  data: 0.0002
[11-18 01:52:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [1668/1669]  eta: 0:00:00  tlr: 5.7e-05  tnm: 0.45  Lm: 5.839 (5.839)  Lt: 5.171 (5.176)  Accm: 4.69 (4.65)  Acct: 7.18 (7.11)  time: 0.4158  data: 0.0016
[11-18 01:52:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 227/350]   Total time:      0:11:57   (0.430 s / it)
[11-18 01:52:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [1668/1669]  eta: 0:00:00  tlr: 5.7e-05  tnm: 0.45  Lm: 5.817 (5.831)  Lt: 5.174 (5.175)  Accm: 4.60 (4.56)  Acct: 6.59 (6.77)  time: 0.4158  data: 0.0015
[11-18 01:52:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [1668/1669]  eta: 0:00:00  tlr: 5.7e-05  tnm: 0.45  Lm: 5.956 (5.937)  Lt: 5.293 (5.283)  Accm: 4.09 (4.10)  Acct: 6.27 (6.40)  time: 0.4159  data: 0.0015
[11-18 01:52:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 227/350]  [1668/1669]  eta: 0:00:00  tlr: 5.7e-05  tnm: 0.45  Lm: 5.837 (5.810)  Lt: 5.192 (5.152)  Accm: 4.52 (4.49)  Acct: 6.49 (6.75)  time: 0.4158  data: 0.0018
[11-18 01:52:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 227/350]   Total time:      0:11:57   (0.430 s / it)
[11-18 01:52:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 227/350]   Total time:      0:11:57   (0.430 s / it)
[11-18 01:52:19] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 227/350]   Total time:      0:11:57   (0.430 s / it)
[11-18 01:52:19] (/home/user/VAR/train.py , line 276)=>      [ep227]  (training )  Lm: 5.844 (5.863), Lt: 5.191 (5.213),  Acc m&t: 4.45 6.81,  Remain: 23:43:36,  Finish: 2024-11-18 09:35
[11-18 01:52:19] (/home/user/VAR/train.py , line 276)=>      [ep227]  (training )  Lm: 5.844 (5.863), Lt: 5.191 (5.213),  Acc m&t: 4.45 6.81,  Remain: 23:42:43,  Finish: 2024-11-18 09:35
[11-18 01:52:19] (/home/user/VAR/train.py , line 276)=>      [ep227]  (training )  Lm: 5.844 (5.863), Lt: 5.191 (5.213),  Acc m&t: 4.45 6.81,  Remain: 23:44:12,  Finish: 2024-11-18 09:36
[11-18 01:52:19] (/home/user/VAR/train.py , line 276)=>      [ep227]  (training )  Lm: 5.844 (5.863), Lt: 5.191 (5.213),  Acc m&t: 4.45 6.81,  Remain: 23:42:26,  Finish: 2024-11-18 09:34
[11-18 01:52:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [   0/1669]  eta: 0:10:13  tlr: 5.7e-05  tnm: 0.44  Lm: 5.804 (5.804)  Lt: 5.090 (5.090)  Accm: 4.84 (4.84)  Acct: 8.02 (8.02)  time: 0.3675  data: 0.0003
[11-18 01:52:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [   0/1669]  eta: 0:10:12  tlr: 5.7e-05  tnm: 0.44  Lm: 5.940 (5.940)  Lt: 5.318 (5.318)  Accm: 3.85 (3.85)  Acct: 5.46 (5.46)  time: 0.3673  data: 0.0004
[11-18 01:52:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [   0/1669]  eta: 0:10:13  tlr: 5.7e-05  tnm: 0.44  Lm: 5.918 (5.918)  Lt: 5.268 (5.268)  Accm: 4.36 (4.36)  Acct: 6.75 (6.75)  time: 0.3679  data: 0.0003
[11-18 01:52:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [   0/1669]  eta: 0:10:13  tlr: 5.7e-05  tnm: 0.44  Lm: 5.823 (5.823)  Lt: 5.147 (5.147)  Accm: 4.44 (4.44)  Acct: 7.08 (7.08)  time: 0.3678  data: 0.0003
[11-18 01:55:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [ 417/1669]  eta: 0:08:44  tlr: 5.7e-05  tnm: 0.43  Lm: 5.917 (5.917)  Lt: 5.244 (5.244)  Accm: 4.20 (4.20)  Acct: 6.68 (6.68)  time: 0.4135  data: 0.0002
[11-18 01:55:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [ 417/1669]  eta: 0:08:44  tlr: 5.7e-05  tnm: 0.43  Lm: 5.892 (5.892)  Lt: 5.263 (5.263)  Accm: 4.12 (4.12)  Acct: 5.97 (5.97)  time: 0.4135  data: 0.0002
[11-18 01:55:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [ 417/1669]  eta: 0:08:44  tlr: 5.7e-05  tnm: 0.43  Lm: 5.902 (5.902)  Lt: 5.239 (5.239)  Accm: 4.34 (4.34)  Acct: 7.02 (7.02)  time: 0.4135  data: 0.0002
[11-18 01:55:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [ 417/1669]  eta: 0:08:44  tlr: 5.7e-05  tnm: 0.43  Lm: 5.874 (5.874)  Lt: 5.203 (5.203)  Accm: 4.31 (4.31)  Acct: 6.64 (6.64)  time: 0.4135  data: 0.0002
[11-18 01:58:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [ 834/1669]  eta: 0:05:55  tlr: 5.7e-05  tnm: 0.43  Lm: 5.918 (5.897)  Lt: 5.268 (5.230)  Accm: 4.27 (4.18)  Acct: 6.53 (6.47)  time: 0.4948  data: 0.0002
[11-18 01:58:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [ 834/1669]  eta: 0:05:55  tlr: 5.7e-05  tnm: 0.43  Lm: 5.875 (5.893)  Lt: 5.237 (5.238)  Accm: 4.14 (4.27)  Acct: 6.46 (6.83)  time: 0.4947  data: 0.0003
[11-18 01:58:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [ 834/1669]  eta: 0:05:55  tlr: 5.7e-05  tnm: 0.43  Lm: 5.918 (5.901)  Lt: 5.276 (5.267)  Accm: 4.18 (4.14)  Acct: 6.49 (6.19)  time: 0.4948  data: 0.0002
[11-18 01:58:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [ 834/1669]  eta: 0:05:55  tlr: 5.7e-05  tnm: 0.43  Lm: 5.859 (5.898)  Lt: 5.214 (5.234)  Accm: 4.21 (4.20)  Acct: 6.59 (6.65)  time: 0.4948  data: 0.0002
[11-18 02:01:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [1251/1669]  eta: 0:02:59  tlr: 5.7e-05  tnm: 0.45  Lm: 5.841 (5.876)  Lt: 5.226 (5.235)  Accm: 4.33 (4.29)  Acct: 6.57 (6.62)  time: 0.4129  data: 0.0002
[11-18 02:01:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [1251/1669]  eta: 0:02:59  tlr: 5.7e-05  tnm: 0.45  Lm: 5.874 (5.878)  Lt: 5.236 (5.224)  Accm: 4.31 (4.26)  Acct: 6.64 (6.65)  time: 0.4129  data: 0.0002
[11-18 02:01:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [1251/1669]  eta: 0:02:59  tlr: 5.7e-05  tnm: 0.45  Lm: 5.881 (5.872)  Lt: 5.242 (5.228)  Accm: 4.29 (4.31)  Acct: 6.56 (6.47)  time: 0.4129  data: 0.0002
[11-18 02:01:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [1251/1669]  eta: 0:02:59  tlr: 5.7e-05  tnm: 0.45  Lm: 5.927 (5.914)  Lt: 5.299 (5.269)  Accm: 4.04 (4.19)  Acct: 6.23 (6.62)  time: 0.4129  data: 0.0003
[11-18 02:04:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [1668/1669]  eta: 0:00:00  tlr: 5.7e-05  tnm: 0.45  Lm: 5.875 (5.897)  Lt: 5.237 (5.249)  Accm: 4.14 (4.25)  Acct: 6.46 (6.76)  time: 0.4127  data: 0.0013
[11-18 02:04:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 228/350]   Total time:      0:11:50   (0.426 s / it)
[11-18 02:04:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [1668/1669]  eta: 0:00:00  tlr: 5.7e-05  tnm: 0.45  Lm: 5.849 (5.870)  Lt: 5.228 (5.233)  Accm: 4.44 (4.32)  Acct: 6.59 (6.65)  time: 0.4127  data: 0.0019
[11-18 02:04:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [1668/1669]  eta: 0:00:00  tlr: 5.7e-05  tnm: 0.45  Lm: 5.888 (5.880)  Lt: 5.228 (5.224)  Accm: 4.36 (4.30)  Acct: 6.68 (6.66)  time: 0.4127  data: 0.0015
[11-18 02:04:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 228/350]  [1668/1669]  eta: 0:00:00  tlr: 5.7e-05  tnm: 0.45  Lm: 5.843 (5.847)  Lt: 5.208 (5.200)  Accm: 4.40 (4.44)  Acct: 6.63 (6.71)  time: 0.4127  data: 0.0019
[11-18 02:04:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 228/350]   Total time:      0:11:50   (0.426 s / it)
[11-18 02:04:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 228/350]   Total time:      0:11:50   (0.426 s / it)
[11-18 02:04:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 228/350]   Total time:      0:11:50   (0.426 s / it)
[11-18 02:04:10] (/home/user/VAR/train.py , line 276)=>      [ep228]  (training )  Lm: 5.844 (5.857), Lt: 5.191 (5.206),  Acc m&t: 4.45 6.81,  Remain: 23:33:18,  Finish: 2024-11-18 09:37
[11-18 02:04:10] (/home/user/VAR/train.py , line 276)=>      [ep228]  (training )  Lm: 5.844 (5.857), Lt: 5.191 (5.206),  Acc m&t: 4.45 6.81,  Remain: 23:33:19,  Finish: 2024-11-18 09:37
[11-18 02:04:10] (/home/user/VAR/train.py , line 276)=>      [ep228]  (training )  Lm: 5.844 (5.857), Lt: 5.191 (5.206),  Acc m&t: 4.45 6.81,  Remain: 23:33:50,  Finish: 2024-11-18 09:38
[11-18 02:04:10] (/home/user/VAR/train.py , line 276)=>      [ep228]  (training )  Lm: 5.844 (5.857), Lt: 5.191 (5.206),  Acc m&t: 4.45 6.81,  Remain: 23:33:03,  Finish: 2024-11-18 09:37
[11-18 02:04:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [   0/1669]  eta: 0:10:19  tlr: 5.7e-05  tnm: 0.43  Lm: 5.772 (5.772)  Lt: 5.133 (5.133)  Accm: 4.98 (4.98)  Acct: 7.56 (7.56)  time: 0.3711  data: 0.0004
[11-18 02:04:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [   0/1669]  eta: 0:10:10  tlr: 5.7e-05  tnm: 0.43  Lm: 6.013 (6.013)  Lt: 5.341 (5.341)  Accm: 4.02 (4.02)  Acct: 6.28 (6.28)  time: 0.3659  data: 0.0004
[11-18 02:04:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [   0/1669]  eta: 0:10:16  tlr: 5.7e-05  tnm: 0.43  Lm: 5.804 (5.804)  Lt: 5.128 (5.128)  Accm: 4.71 (4.71)  Acct: 7.35 (7.35)  time: 0.3695  data: 0.0003
[11-18 02:04:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [   0/1669]  eta: 0:10:10  tlr: 5.7e-05  tnm: 0.43  Lm: 6.053 (6.053)  Lt: 5.428 (5.428)  Accm: 3.48 (3.48)  Acct: 5.35 (5.35)  time: 0.3661  data: 0.0004
[11-18 02:07:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [ 417/1669]  eta: 0:08:51  tlr: 5.7e-05  tnm: 0.46  Lm: 5.934 (5.934)  Lt: 5.305 (5.305)  Accm: 4.18 (4.18)  Acct: 6.29 (6.29)  time: 0.4069  data: 0.0002
[11-18 02:07:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [ 417/1669]  eta: 0:08:51  tlr: 5.7e-05  tnm: 0.46  Lm: 5.853 (5.853)  Lt: 5.217 (5.217)  Accm: 4.62 (4.62)  Acct: 7.07 (7.07)  time: 0.4069  data: 0.0002
[11-18 02:07:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [ 417/1669]  eta: 0:08:51  tlr: 5.7e-05  tnm: 0.46  Lm: 5.831 (5.831)  Lt: 5.169 (5.169)  Accm: 4.61 (4.61)  Acct: 7.04 (7.04)  time: 0.4069  data: 0.0003
[11-18 02:07:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [ 417/1669]  eta: 0:08:51  tlr: 5.7e-05  tnm: 0.46  Lm: 5.831 (5.831)  Lt: 5.159 (5.159)  Accm: 4.53 (4.53)  Acct: 7.09 (7.09)  time: 0.4069  data: 0.0003
[11-18 02:10:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [ 834/1669]  eta: 0:06:01  tlr: 5.6e-05  tnm: 0.43  Lm: 5.859 (5.888)  Lt: 5.190 (5.237)  Accm: 4.35 (4.26)  Acct: 6.82 (6.71)  time: 0.4575  data: 0.0002
[11-18 02:10:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [ 834/1669]  eta: 0:06:01  tlr: 5.6e-05  tnm: 0.43  Lm: 5.772 (5.799)  Lt: 5.133 (5.156)  Accm: 4.98 (4.83)  Acct: 7.56 (7.41)  time: 0.4575  data: 0.0002
[11-18 02:10:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [ 834/1669]  eta: 0:06:01  tlr: 5.6e-05  tnm: 0.43  Lm: 5.895 (5.853)  Lt: 5.210 (5.183)  Accm: 4.52 (4.58)  Acct: 7.01 (7.03)  time: 0.4574  data: 0.0002
[11-18 02:10:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [ 834/1669]  eta: 0:06:01  tlr: 5.6e-05  tnm: 0.43  Lm: 5.814 (5.858)  Lt: 5.183 (5.204)  Accm: 4.88 (4.54)  Acct: 7.23 (6.83)  time: 0.4574  data: 0.0002
[11-18 02:13:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [1251/1669]  eta: 0:03:00  tlr: 5.6e-05  tnm: 0.45  Lm: 5.760 (5.817)  Lt: 5.096 (5.155)  Accm: 4.88 (4.62)  Acct: 7.37 (7.00)  time: 0.4063  data: 0.0002
[11-18 02:13:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [1251/1669]  eta: 0:03:00  tlr: 5.6e-05  tnm: 0.45  Lm: 5.824 (5.818)  Lt: 5.175 (5.171)  Accm: 4.85 (4.80)  Acct: 7.28 (7.31)  time: 0.4063  data: 0.0002
[11-18 02:13:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [1251/1669]  eta: 0:03:00  tlr: 5.6e-05  tnm: 0.45  Lm: 5.899 (5.900)  Lt: 5.260 (5.260)  Accm: 4.30 (4.26)  Acct: 6.55 (6.60)  time: 0.4063  data: 0.0002
[11-18 02:13:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [1251/1669]  eta: 0:03:00  tlr: 5.6e-05  tnm: 0.45  Lm: 5.866 (5.848)  Lt: 5.206 (5.187)  Accm: 4.45 (4.53)  Acct: 6.85 (6.95)  time: 0.4063  data: 0.0002
[11-18 02:16:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [1668/1669]  eta: 0:00:00  tlr: 5.6e-05  tnm: 0.46  Lm: 5.895 (5.864)  Lt: 5.210 (5.209)  Accm: 4.38 (4.46)  Acct: 6.70 (6.82)  time: 0.4068  data: 0.0018
[11-18 02:16:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 229/350]   Total time:      0:11:57   (0.430 s / it)
[11-18 02:16:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [1668/1669]  eta: 0:00:00  tlr: 5.6e-05  tnm: 0.46  Lm: 5.844 (5.823)  Lt: 5.192 (5.175)  Accm: 4.72 (4.67)  Acct: 7.01 (7.12)  time: 0.4068  data: 0.0015
[11-18 02:16:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [1668/1669]  eta: 0:00:00  tlr: 5.6e-05  tnm: 0.46  Lm: 5.814 (5.826)  Lt: 5.183 (5.167)  Accm: 4.87 (4.56)  Acct: 7.23 (6.87)  time: 0.4068  data: 0.0015
[11-18 02:16:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 229/350]  [1668/1669]  eta: 0:00:00  tlr: 5.6e-05  tnm: 0.46  Lm: 5.859 (5.886)  Lt: 5.190 (5.246)  Accm: 4.34 (4.27)  Acct: 6.59 (6.60)  time: 0.4068  data: 0.0019
[11-18 02:16:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 229/350]   Total time:      0:11:57   (0.430 s / it)
[11-18 02:16:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 229/350]   Total time:      0:11:57   (0.430 s / it)
[11-18 02:16:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 229/350]   Total time:      0:11:57   (0.430 s / it)
[11-18 02:18:20] (home/user/VAR/trainer.py, line 113)=> FID: 6.144409361270959
[11-18 02:18:20] (/home/user/VAR/train.py , line 259)=>  [*] [ep229]  (val 50000)  Lm: 5.8580, Lt: 5.2091, Acc m&t: 4.40 6.73,  Val cost: 132.95s
[11-18 02:18:20] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-18 02:18:36] (/home/user/VAR/train.py , line 276)=>      [ep229]  (training )  Lm: 5.844 (5.858), Lt: 5.191 (5.209),  Acc m&t: 4.45 6.81,  Remain: 23:11:59,  Finish: 2024-11-18 09:28
[11-18 02:18:36] (/home/user/VAR/train.py , line 276)=>      [ep229]  (training )  Lm: 5.844 (5.858), Lt: 5.191 (5.209),  Acc m&t: 4.45 6.81,  Remain: 23:12:17,  Finish: 2024-11-18 09:28
[11-18 02:18:36] (/home/user/VAR/train.py , line 276)=>      [ep229]  (training )  Lm: 5.844 (5.858), Lt: 5.191 (5.209),  Acc m&t: 4.45 6.81,  Remain: 23:11:59,  Finish: 2024-11-18 09:28
[11-18 02:18:36] (/home/user/VAR/train.py , line 276)=>      [ep229]  (training )  Lm: 5.844 (5.858), Lt: 5.191 (5.209),  Acc m&t: 4.45 6.81,  Remain: 23:12:12,  Finish: 2024-11-18 09:28
[11-18 02:18:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [   0/1669]  eta: 0:11:10  tlr: 5.6e-05  tnm: 0.45  Lm: 5.814 (5.814)  Lt: 5.140 (5.140)  Accm: 4.44 (4.44)  Acct: 7.04 (7.04)  time: 0.4019  data: 0.0003
[11-18 02:18:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [   0/1669]  eta: 0:11:11  tlr: 5.6e-05  tnm: 0.45  Lm: 5.904 (5.904)  Lt: 5.243 (5.243)  Accm: 4.31 (4.31)  Acct: 6.54 (6.54)  time: 0.4020  data: 0.0004
[11-18 02:18:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [   0/1669]  eta: 0:11:11  tlr: 5.6e-05  tnm: 0.45  Lm: 5.906 (5.906)  Lt: 5.248 (5.248)  Accm: 4.27 (4.27)  Acct: 6.56 (6.56)  time: 0.4022  data: 0.0004
[11-18 02:18:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [   0/1669]  eta: 0:11:44  tlr: 5.6e-05  tnm: 0.45  Lm: 5.699 (5.699)  Lt: 5.015 (5.015)  Accm: 5.08 (5.08)  Acct: 8.04 (8.04)  time: 0.4220  data: 0.0004
[11-18 02:21:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [ 417/1669]  eta: 0:08:58  tlr: 5.6e-05  tnm: 0.47  Lm: 5.751 (5.751)  Lt: 5.063 (5.063)  Accm: 4.95 (4.95)  Acct: 7.64 (7.64)  time: 0.4053  data: 0.0002
[11-18 02:21:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [ 417/1669]  eta: 0:08:58  tlr: 5.6e-05  tnm: 0.47  Lm: 5.826 (5.826)  Lt: 5.155 (5.155)  Accm: 4.57 (4.57)  Acct: 7.06 (7.06)  time: 0.4053  data: 0.0002
[11-18 02:21:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [ 417/1669]  eta: 0:08:58  tlr: 5.6e-05  tnm: 0.47  Lm: 5.862 (5.862)  Lt: 5.193 (5.193)  Accm: 4.36 (4.36)  Acct: 6.89 (6.89)  time: 0.4053  data: 0.0002
[11-18 02:21:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [ 417/1669]  eta: 0:08:58  tlr: 5.6e-05  tnm: 0.47  Lm: 5.935 (5.935)  Lt: 5.294 (5.294)  Accm: 4.22 (4.22)  Acct: 6.38 (6.38)  time: 0.4053  data: 0.0003
[11-18 02:24:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [ 834/1669]  eta: 0:06:00  tlr: 5.6e-05  tnm: 0.46  Lm: 5.928 (5.933)  Lt: 5.275 (5.288)  Accm: 4.27 (4.26)  Acct: 6.56 (6.50)  time: 0.4998  data: 0.0002
[11-18 02:24:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [ 834/1669]  eta: 0:06:00  tlr: 5.6e-05  tnm: 0.46  Lm: 5.802 (5.785)  Lt: 5.110 (5.120)  Accm: 4.81 (4.66)  Acct: 7.25 (7.09)  time: 0.4998  data: 0.0002
[11-18 02:24:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [ 834/1669]  eta: 0:06:00  tlr: 5.6e-05  tnm: 0.46  Lm: 5.910 (5.894)  Lt: 5.247 (5.229)  Accm: 4.29 (4.30)  Acct: 6.73 (6.70)  time: 0.4998  data: 0.0002
[11-18 02:24:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [ 834/1669]  eta: 0:06:00  tlr: 5.6e-05  tnm: 0.46  Lm: 5.904 (5.855)  Lt: 5.243 (5.199)  Accm: 4.31 (4.44)  Acct: 6.54 (6.79)  time: 0.4998  data: 0.0002
[11-18 02:27:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [1251/1669]  eta: 0:02:59  tlr: 5.6e-05  tnm: 0.46  Lm: 5.894 (5.862)  Lt: 5.209 (5.193)  Accm: 4.30 (4.40)  Acct: 6.58 (6.75)  time: 0.4124  data: 0.0002
[11-18 02:27:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [1251/1669]  eta: 0:02:59  tlr: 5.6e-05  tnm: 0.46  Lm: 5.828 (5.838)  Lt: 5.172 (5.183)  Accm: 4.44 (4.51)  Acct: 6.70 (6.86)  time: 0.4124  data: 0.0002
[11-18 02:27:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [1251/1669]  eta: 0:02:59  tlr: 5.6e-05  tnm: 0.46  Lm: 5.926 (5.906)  Lt: 5.274 (5.247)  Accm: 4.22 (4.21)  Acct: 6.53 (6.50)  time: 0.4124  data: 0.0002
[11-18 02:27:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [1251/1669]  eta: 0:02:59  tlr: 5.6e-05  tnm: 0.46  Lm: 5.926 (5.930)  Lt: 5.266 (5.280)  Accm: 4.26 (4.26)  Acct: 6.65 (6.59)  time: 0.4124  data: 0.0002
[11-18 02:30:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [1668/1669]  eta: 0:00:00  tlr: 5.6e-05  tnm: 0.44  Lm: 5.924 (5.899)  Lt: 5.257 (5.250)  Accm: 4.27 (4.41)  Acct: 6.73 (6.70)  time: 0.4164  data: 0.0019
[11-18 02:30:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 230/350]   Total time:      0:11:53   (0.427 s / it)
[11-18 02:30:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [1668/1669]  eta: 0:00:00  tlr: 5.6e-05  tnm: 0.44  Lm: 5.884 (5.841)  Lt: 5.175 (5.178)  Accm: 4.31 (4.47)  Acct: 6.61 (6.81)  time: 0.4164  data: 0.0016
[11-18 02:30:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [1668/1669]  eta: 0:00:00  tlr: 5.6e-05  tnm: 0.44  Lm: 5.854 (5.868)  Lt: 5.234 (5.221)  Accm: 4.08 (4.38)  Acct: 6.15 (6.56)  time: 0.4164  data: 0.0022
[11-18 02:30:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 230/350]  [1668/1669]  eta: 0:00:00  tlr: 5.6e-05  tnm: 0.44  Lm: 5.910 (5.906)  Lt: 5.269 (5.252)  Accm: 4.29 (4.24)  Acct: 6.49 (6.50)  time: 0.4164  data: 0.0019
[11-18 02:30:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 230/350]   Total time:      0:11:53   (0.427 s / it)
[11-18 02:30:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 230/350]   Total time:      0:11:53   (0.427 s / it)
[11-18 02:30:29] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 230/350]   Total time:      0:11:53   (0.427 s / it)
[11-18 02:30:29] (/home/user/VAR/train.py , line 276)=>      [ep230]  (training )  Lm: 5.844 (5.849), Lt: 5.191 (5.200),  Acc m&t: 4.45 6.81,  Remain: 23:10:00,  Finish: 2024-11-18 09:40
[11-18 02:30:29] (/home/user/VAR/train.py , line 276)=>      [ep230]  (training )  Lm: 5.844 (5.849), Lt: 5.191 (5.200),  Acc m&t: 4.45 6.81,  Remain: 23:10:27,  Finish: 2024-11-18 09:40
[11-18 02:30:29] (/home/user/VAR/train.py , line 276)=>      [ep230]  (training )  Lm: 5.844 (5.849), Lt: 5.191 (5.200),  Acc m&t: 4.45 6.81,  Remain: 23:10:06,  Finish: 2024-11-18 09:40
[11-18 02:30:29] (/home/user/VAR/train.py , line 276)=>      [ep230]  (training )  Lm: 5.844 (5.849), Lt: 5.191 (5.200),  Acc m&t: 4.45 6.81,  Remain: 23:10:03,  Finish: 2024-11-18 09:40
[11-18 02:30:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [   0/1669]  eta: 0:09:34  tlr: 5.6e-05  tnm: 0.47  Lm: 6.015 (6.015)  Lt: 5.435 (5.435)  Accm: 3.78 (3.78)  Acct: 5.60 (5.60)  time: 0.3444  data: 0.0003
[11-18 02:30:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [   0/1669]  eta: 0:09:35  tlr: 5.6e-05  tnm: 0.47  Lm: 5.786 (5.786)  Lt: 5.147 (5.147)  Accm: 4.37 (4.37)  Acct: 7.09 (7.09)  time: 0.3446  data: 0.0004
[11-18 02:30:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [   0/1669]  eta: 0:09:59  tlr: 5.6e-05  tnm: 0.47  Lm: 5.709 (5.709)  Lt: 5.037 (5.037)  Accm: 4.76 (4.76)  Acct: 7.30 (7.30)  time: 0.3591  data: 0.0004
[11-18 02:30:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [   0/1669]  eta: 0:09:32  tlr: 5.6e-05  tnm: 0.47  Lm: 5.732 (5.732)  Lt: 5.058 (5.058)  Accm: 5.11 (5.11)  Acct: 7.58 (7.58)  time: 0.3432  data: 0.0004
[11-18 02:33:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [ 417/1669]  eta: 0:09:11  tlr: 5.6e-05  tnm: 0.43  Lm: 5.834 (5.834)  Lt: 5.173 (5.173)  Accm: 4.47 (4.47)  Acct: 6.84 (6.84)  time: 0.4559  data: 0.0002
[11-18 02:33:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [ 417/1669]  eta: 0:09:11  tlr: 5.6e-05  tnm: 0.43  Lm: 5.813 (5.813)  Lt: 5.167 (5.167)  Accm: 4.23 (4.23)  Acct: 6.72 (6.72)  time: 0.4559  data: 0.0002
[11-18 02:33:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [ 417/1669]  eta: 0:09:11  tlr: 5.6e-05  tnm: 0.43  Lm: 5.853 (5.853)  Lt: 5.182 (5.182)  Accm: 4.33 (4.33)  Acct: 6.73 (6.73)  time: 0.4559  data: 0.0002
[11-18 02:33:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [ 417/1669]  eta: 0:09:11  tlr: 5.6e-05  tnm: 0.43  Lm: 5.927 (5.927)  Lt: 5.286 (5.286)  Accm: 4.22 (4.22)  Acct: 6.42 (6.42)  time: 0.4559  data: 0.0002
[11-18 02:36:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.6e-05  tnm: 0.46  Lm: 5.877 (5.910)  Lt: 5.232 (5.268)  Accm: 4.14 (4.19)  Acct: 6.35 (6.40)  time: 0.4118  data: 0.0002
[11-18 02:36:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.6e-05  tnm: 0.46  Lm: 5.786 (5.782)  Lt: 5.147 (5.124)  Accm: 4.37 (4.49)  Acct: 7.09 (7.15)  time: 0.4118  data: 0.0002
[11-18 02:36:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.6e-05  tnm: 0.46  Lm: 5.926 (5.877)  Lt: 5.285 (5.216)  Accm: 3.93 (4.20)  Acct: 6.20 (6.55)  time: 0.4118  data: 0.0002
[11-18 02:36:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.6e-05  tnm: 0.46  Lm: 5.916 (5.862)  Lt: 5.271 (5.206)  Accm: 4.20 (4.38)  Acct: 6.11 (6.57)  time: 0.4118  data: 0.0002
[11-18 02:39:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [1251/1669]  eta: 0:02:59  tlr: 5.5e-05  tnm: 0.43  Lm: 5.926 (5.888)  Lt: 5.280 (5.239)  Accm: 4.05 (4.26)  Acct: 6.09 (6.44)  time: 0.4116  data: 0.0002
[11-18 02:39:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [1251/1669]  eta: 0:02:59  tlr: 5.5e-05  tnm: 0.43  Lm: 5.827 (5.840)  Lt: 5.190 (5.186)  Accm: 4.35 (4.35)  Acct: 6.75 (6.76)  time: 0.4117  data: 0.0002
[11-18 02:39:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [1251/1669]  eta: 0:02:59  tlr: 5.5e-05  tnm: 0.43  Lm: 5.872 (5.899)  Lt: 5.204 (5.245)  Accm: 4.16 (4.19)  Acct: 6.52 (6.47)  time: 0.4117  data: 0.0002
[11-18 02:39:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [1251/1669]  eta: 0:02:59  tlr: 5.5e-05  tnm: 0.43  Lm: 5.813 (5.804)  Lt: 5.167 (5.155)  Accm: 4.52 (4.53)  Acct: 6.83 (7.00)  time: 0.4117  data: 0.0002
[11-18 02:42:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [1668/1669]  eta: 0:00:00  tlr: 5.5e-05  tnm: 0.45  Lm: 5.840 (5.824)  Lt: 5.186 (5.175)  Accm: 4.37 (4.48)  Acct: 6.56 (6.90)  time: 0.4142  data: 0.0019
[11-18 02:42:24] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 231/350]   Total time:      0:11:54   (0.428 s / it)
[11-18 02:42:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [1668/1669]  eta: 0:00:00  tlr: 5.5e-05  tnm: 0.45  Lm: 5.916 (5.884)  Lt: 5.271 (5.242)  Accm: 4.20 (4.29)  Acct: 6.11 (6.43)  time: 0.4142  data: 0.0014
[11-18 02:42:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [1668/1669]  eta: 0:00:00  tlr: 5.5e-05  tnm: 0.45  Lm: 5.907 (5.853)  Lt: 5.279 (5.205)  Accm: 4.28 (4.34)  Acct: 6.53 (6.71)  time: 0.4142  data: 0.0016
[11-18 02:42:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 231/350]  [1668/1669]  eta: 0:00:00  tlr: 5.5e-05  tnm: 0.45  Lm: 5.877 (5.919)  Lt: 5.232 (5.276)  Accm: 4.14 (4.10)  Acct: 6.35 (6.33)  time: 0.4142  data: 0.0016
[11-18 02:42:24] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 231/350]   Total time:      0:11:54   (0.428 s / it)
[11-18 02:42:24] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 231/350]   Total time:      0:11:54   (0.428 s / it)
[11-18 02:42:24] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 231/350]   Total time:      0:11:54   (0.428 s / it)
[11-18 02:42:24] (/home/user/VAR/train.py , line 276)=>      [ep231]  (training )  Lm: 5.844 (5.853), Lt: 5.191 (5.203),  Acc m&t: 4.45 6.81,  Remain: 22:49:34,  Finish: 2024-11-18 09:31
[11-18 02:42:24] (/home/user/VAR/train.py , line 276)=>      [ep231]  (training )  Lm: 5.844 (5.853), Lt: 5.191 (5.203),  Acc m&t: 4.45 6.81,  Remain: 22:49:43,  Finish: 2024-11-18 09:32
[11-18 02:42:24] (/home/user/VAR/train.py , line 276)=>      [ep231]  (training )  Lm: 5.844 (5.853), Lt: 5.191 (5.203),  Acc m&t: 4.45 6.81,  Remain: 22:49:39,  Finish: 2024-11-18 09:32
[11-18 02:42:24] (/home/user/VAR/train.py , line 276)=>      [ep231]  (training )  Lm: 5.844 (5.853), Lt: 5.191 (5.203),  Acc m&t: 4.45 6.81,  Remain: 22:49:38,  Finish: 2024-11-18 09:32
[11-18 02:42:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [   0/1669]  eta: 0:10:06  tlr: 5.5e-05  tnm: 0.48  Lm: 5.826 (5.826)  Lt: 5.179 (5.179)  Accm: 4.44 (4.44)  Acct: 7.02 (7.02)  time: 0.3632  data: 0.0003
[11-18 02:42:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [   0/1669]  eta: 0:10:06  tlr: 5.5e-05  tnm: 0.48  Lm: 5.876 (5.876)  Lt: 5.274 (5.274)  Accm: 4.40 (4.40)  Acct: 6.54 (6.54)  time: 0.3633  data: 0.0003
[11-18 02:42:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [   0/1669]  eta: 0:10:06  tlr: 5.5e-05  tnm: 0.48  Lm: 5.954 (5.954)  Lt: 5.330 (5.330)  Accm: 4.32 (4.32)  Acct: 6.77 (6.77)  time: 0.3634  data: 0.0003
[11-18 02:42:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [   0/1669]  eta: 0:10:05  tlr: 5.5e-05  tnm: 0.48  Lm: 5.895 (5.895)  Lt: 5.225 (5.225)  Accm: 4.16 (4.16)  Acct: 6.47 (6.47)  time: 0.3630  data: 0.0004
[11-18 02:45:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [ 417/1669]  eta: 0:09:19  tlr: 5.5e-05  tnm: 0.45  Lm: 5.937 (5.937)  Lt: 5.285 (5.285)  Accm: 3.99 (3.99)  Acct: 6.10 (6.10)  time: 0.4497  data: 0.0003
[11-18 02:45:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [ 417/1669]  eta: 0:09:19  tlr: 5.5e-05  tnm: 0.45  Lm: 5.837 (5.837)  Lt: 5.194 (5.194)  Accm: 4.71 (4.71)  Acct: 7.13 (7.13)  time: 0.4497  data: 0.0002
[11-18 02:45:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [ 417/1669]  eta: 0:09:19  tlr: 5.5e-05  tnm: 0.45  Lm: 5.886 (5.886)  Lt: 5.248 (5.248)  Accm: 4.34 (4.34)  Acct: 6.78 (6.78)  time: 0.4497  data: 0.0002
[11-18 02:45:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [ 417/1669]  eta: 0:09:19  tlr: 5.5e-05  tnm: 0.45  Lm: 5.873 (5.873)  Lt: 5.232 (5.232)  Accm: 4.44 (4.44)  Acct: 6.91 (6.91)  time: 0.4497  data: 0.0002
[11-18 02:48:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [ 834/1669]  eta: 0:06:03  tlr: 5.5e-05  tnm: 0.45  Lm: 5.826 (5.814)  Lt: 5.179 (5.142)  Accm: 4.44 (4.73)  Acct: 7.02 (7.38)  time: 0.4124  data: 0.0002
[11-18 02:48:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [ 834/1669]  eta: 0:06:03  tlr: 5.5e-05  tnm: 0.45  Lm: 5.876 (5.860)  Lt: 5.248 (5.212)  Accm: 4.40 (4.58)  Acct: 6.56 (6.94)  time: 0.4124  data: 0.0002
[11-18 02:48:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [ 834/1669]  eta: 0:06:03  tlr: 5.5e-05  tnm: 0.45  Lm: 5.914 (5.896)  Lt: 5.292 (5.262)  Accm: 4.32 (4.29)  Acct: 6.77 (6.58)  time: 0.4124  data: 0.0002
[11-18 02:48:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [ 834/1669]  eta: 0:06:03  tlr: 5.5e-05  tnm: 0.45  Lm: 5.895 (5.893)  Lt: 5.225 (5.247)  Accm: 4.16 (4.19)  Acct: 6.47 (6.39)  time: 0.4124  data: 0.0002
[11-18 02:51:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [1251/1669]  eta: 0:03:01  tlr: 5.5e-05  tnm: 0.43  Lm: 5.856 (5.874)  Lt: 5.224 (5.241)  Accm: 4.32 (4.26)  Acct: 6.64 (6.50)  time: 0.4072  data: 0.0003
[11-18 02:51:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [1251/1669]  eta: 0:03:01  tlr: 5.5e-05  tnm: 0.43  Lm: 5.891 (5.875)  Lt: 5.250 (5.222)  Accm: 4.35 (4.50)  Acct: 6.60 (6.87)  time: 0.4072  data: 0.0002
[11-18 02:51:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [1251/1669]  eta: 0:03:01  tlr: 5.5e-05  tnm: 0.43  Lm: 5.873 (5.841)  Lt: 5.232 (5.177)  Accm: 4.44 (4.57)  Acct: 6.91 (7.13)  time: 0.4072  data: 0.0002
[11-18 02:51:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [1251/1669]  eta: 0:03:01  tlr: 5.5e-05  tnm: 0.43  Lm: 5.934 (5.915)  Lt: 5.311 (5.279)  Accm: 4.25 (4.17)  Acct: 6.53 (6.50)  time: 0.4072  data: 0.0002
[11-18 02:54:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [1668/1669]  eta: 0:00:00  tlr: 5.5e-05  tnm: 0.42  Lm: 5.914 (5.884)  Lt: 5.292 (5.244)  Accm: 4.32 (4.34)  Acct: 6.77 (6.77)  time: 0.4072  data: 0.0016
[11-18 02:54:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 232/350]   Total time:      0:11:58   (0.430 s / it)
[11-18 02:54:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [1668/1669]  eta: 0:00:00  tlr: 5.5e-05  tnm: 0.42  Lm: 5.895 (5.881)  Lt: 5.225 (5.246)  Accm: 4.29 (4.27)  Acct: 6.47 (6.48)  time: 0.4072  data: 0.0013
[11-18 02:54:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [1668/1669]  eta: 0:00:00  tlr: 5.5e-05  tnm: 0.42  Lm: 5.876 (5.864)  Lt: 5.248 (5.210)  Accm: 4.40 (4.52)  Acct: 6.65 (6.89)  time: 0.4072  data: 0.0019
[11-18 02:54:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 232/350]  [1668/1669]  eta: 0:00:00  tlr: 5.5e-05  tnm: 0.42  Lm: 5.908 (5.855)  Lt: 5.246 (5.191)  Accm: 4.44 (4.50)  Acct: 6.80 (7.01)  time: 0.4072  data: 0.0015
[11-18 02:54:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 232/350]   Total time:      0:11:58   (0.430 s / it)
[11-18 02:54:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 232/350]   Total time:      0:11:58   (0.430 s / it)
[11-18 02:54:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 232/350]   Total time:      0:11:58   (0.430 s / it)
[11-18 02:54:22] (/home/user/VAR/train.py , line 276)=>      [ep232]  (training )  Lm: 5.844 (5.858), Lt: 5.191 (5.211),  Acc m&t: 4.45 6.81,  Remain: 22:31:34,  Finish: 2024-11-18 09:25
[11-18 02:54:22] (/home/user/VAR/train.py , line 276)=>      [ep232]  (training )  Lm: 5.844 (5.858), Lt: 5.191 (5.211),  Acc m&t: 4.45 6.81,  Remain: 22:31:34,  Finish: 2024-11-18 09:25
[11-18 02:54:22] (/home/user/VAR/train.py , line 276)=>      [ep232]  (training )  Lm: 5.844 (5.858), Lt: 5.191 (5.211),  Acc m&t: 4.45 6.81,  Remain: 22:31:08,  Finish: 2024-11-18 09:25
[11-18 02:54:22] (/home/user/VAR/train.py , line 276)=>      [ep232]  (training )  Lm: 5.844 (5.858), Lt: 5.191 (5.211),  Acc m&t: 4.45 6.81,  Remain: 22:31:07,  Finish: 2024-11-18 09:25
[11-18 02:54:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [   0/1669]  eta: 0:09:39  tlr: 5.5e-05  tnm: 0.46  Lm: 6.042 (6.042)  Lt: 5.399 (5.399)  Accm: 3.50 (3.50)  Acct: 5.34 (5.34)  time: 0.3469  data: 0.0004
[11-18 02:54:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [   0/1669]  eta: 0:09:40  tlr: 5.5e-05  tnm: 0.46  Lm: 5.881 (5.881)  Lt: 5.246 (5.246)  Accm: 4.22 (4.22)  Acct: 6.75 (6.75)  time: 0.3477  data: 0.0003
[11-18 02:54:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [   0/1669]  eta: 0:09:40  tlr: 5.5e-05  tnm: 0.46  Lm: 5.869 (5.869)  Lt: 5.237 (5.237)  Accm: 4.51 (4.51)  Acct: 7.11 (7.11)  time: 0.3476  data: 0.0004
[11-18 02:54:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [   0/1669]  eta: 0:09:40  tlr: 5.5e-05  tnm: 0.46  Lm: 5.919 (5.919)  Lt: 5.245 (5.245)  Accm: 4.01 (4.01)  Acct: 6.40 (6.40)  time: 0.3477  data: 0.0004
[11-18 02:57:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [ 417/1669]  eta: 0:08:59  tlr: 5.5e-05  tnm: 0.43  Lm: 5.823 (5.823)  Lt: 5.162 (5.162)  Accm: 4.47 (4.47)  Acct: 6.84 (6.84)  time: 0.4059  data: 0.0002
[11-18 02:57:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [ 417/1669]  eta: 0:08:59  tlr: 5.5e-05  tnm: 0.43  Lm: 5.874 (5.874)  Lt: 5.227 (5.227)  Accm: 4.21 (4.21)  Acct: 6.41 (6.41)  time: 0.4059  data: 0.0002
[11-18 02:57:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [ 417/1669]  eta: 0:08:59  tlr: 5.5e-05  tnm: 0.43  Lm: 5.750 (5.750)  Lt: 5.097 (5.097)  Accm: 4.94 (4.94)  Acct: 7.58 (7.58)  time: 0.4059  data: 0.0002
[11-18 02:57:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [ 417/1669]  eta: 0:08:59  tlr: 5.5e-05  tnm: 0.43  Lm: 5.900 (5.900)  Lt: 5.274 (5.274)  Accm: 4.18 (4.18)  Acct: 6.47 (6.47)  time: 0.4059  data: 0.0003
[11-18 03:00:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [ 834/1669]  eta: 0:05:55  tlr: 5.5e-05  tnm: 0.47  Lm: 5.881 (5.842)  Lt: 5.246 (5.203)  Accm: 4.22 (4.44)  Acct: 6.75 (6.85)  time: 0.4114  data: 0.0002
[11-18 03:00:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [ 834/1669]  eta: 0:05:55  tlr: 5.5e-05  tnm: 0.47  Lm: 5.948 (5.898)  Lt: 5.328 (5.261)  Accm: 3.90 (4.11)  Acct: 6.03 (6.28)  time: 0.4114  data: 0.0003
[11-18 03:00:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [ 834/1669]  eta: 0:05:55  tlr: 5.5e-05  tnm: 0.47  Lm: 5.858 (5.835)  Lt: 5.196 (5.173)  Accm: 4.32 (4.42)  Acct: 6.40 (6.67)  time: 0.4114  data: 0.0002
[11-18 03:00:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [ 834/1669]  eta: 0:05:55  tlr: 5.5e-05  tnm: 0.47  Lm: 5.775 (5.758)  Lt: 5.038 (5.078)  Accm: 4.73 (4.87)  Acct: 7.73 (7.63)  time: 0.4114  data: 0.0002
[11-18 03:03:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [1251/1669]  eta: 0:02:59  tlr: 5.4e-05  tnm: 0.46  Lm: 5.797 (5.774)  Lt: 5.128 (5.113)  Accm: 4.83 (4.88)  Acct: 7.58 (7.58)  time: 0.4085  data: 0.0002
[11-18 03:03:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [1251/1669]  eta: 0:02:59  tlr: 5.4e-05  tnm: 0.46  Lm: 5.959 (5.917)  Lt: 5.318 (5.273)  Accm: 3.82 (4.02)  Acct: 5.85 (6.13)  time: 0.4085  data: 0.0002
[11-18 03:03:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [1251/1669]  eta: 0:02:59  tlr: 5.4e-05  tnm: 0.46  Lm: 5.900 (5.865)  Lt: 5.263 (5.222)  Accm: 4.24 (4.40)  Acct: 6.68 (6.79)  time: 0.4085  data: 0.0002
[11-18 03:03:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [1251/1669]  eta: 0:02:59  tlr: 5.4e-05  tnm: 0.46  Lm: 5.849 (5.836)  Lt: 5.170 (5.166)  Accm: 4.43 (4.45)  Acct: 6.80 (6.81)  time: 0.4085  data: 0.0002
[11-18 03:06:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [1668/1669]  eta: 0:00:00  tlr: 5.4e-05  tnm: 0.46  Lm: 5.858 (5.853)  Lt: 5.196 (5.205)  Accm: 4.32 (4.32)  Acct: 6.40 (6.53)  time: 0.4119  data: 0.0014
[11-18 03:06:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 233/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 03:06:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [1668/1669]  eta: 0:00:00  tlr: 5.4e-05  tnm: 0.46  Lm: 5.948 (5.904)  Lt: 5.307 (5.257)  Accm: 3.90 (4.05)  Acct: 6.03 (6.14)  time: 0.4119  data: 0.0023
[11-18 03:06:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [1668/1669]  eta: 0:00:00  tlr: 5.4e-05  tnm: 0.46  Lm: 5.819 (5.816)  Lt: 5.219 (5.159)  Accm: 4.73 (4.66)  Acct: 7.44 (7.26)  time: 0.4119  data: 0.0016
[11-18 03:06:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 233/350]  [1668/1669]  eta: 0:00:00  tlr: 5.4e-05  tnm: 0.46  Lm: 5.881 (5.861)  Lt: 5.246 (5.213)  Accm: 4.25 (4.48)  Acct: 6.75 (6.93)  time: 0.4119  data: 0.0015
[11-18 03:06:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 233/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 03:06:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 233/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 03:06:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 233/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 03:06:17] (/home/user/VAR/train.py , line 276)=>      [ep233]  (training )  Lm: 5.844 (5.850), Lt: 5.191 (5.200),  Acc m&t: 4.45 6.81,  Remain: 22:24:44,  Finish: 2024-11-18 09:31
[11-18 03:06:17] (/home/user/VAR/train.py , line 276)=>      [ep233]  (training )  Lm: 5.844 (5.850), Lt: 5.191 (5.200),  Acc m&t: 4.45 6.81,  Remain: 22:24:44,  Finish: 2024-11-18 09:31
[11-18 03:06:17] (/home/user/VAR/train.py , line 276)=>      [ep233]  (training )  Lm: 5.844 (5.850), Lt: 5.191 (5.200),  Acc m&t: 4.45 6.81,  Remain: 22:24:44,  Finish: 2024-11-18 09:31
[11-18 03:06:17] (/home/user/VAR/train.py , line 276)=>      [ep233]  (training )  Lm: 5.844 (5.850), Lt: 5.191 (5.200),  Acc m&t: 4.45 6.81,  Remain: 22:25:35,  Finish: 2024-11-18 09:31
[11-18 03:06:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [   0/1669]  eta: 0:10:27  tlr: 5.4e-05  tnm: 0.47  Lm: 5.749 (5.749)  Lt: 5.084 (5.084)  Accm: 5.24 (5.24)  Acct: 8.11 (8.11)  time: 0.3760  data: 0.0003
[11-18 03:06:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [   0/1669]  eta: 0:10:27  tlr: 5.4e-05  tnm: 0.47  Lm: 5.811 (5.811)  Lt: 5.173 (5.173)  Accm: 4.54 (4.54)  Acct: 6.92 (6.92)  time: 0.3760  data: 0.0003
[11-18 03:06:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [   0/1669]  eta: 0:10:27  tlr: 5.4e-05  tnm: 0.47  Lm: 5.981 (5.981)  Lt: 5.358 (5.358)  Accm: 3.85 (3.85)  Acct: 5.87 (5.87)  time: 0.3757  data: 0.0003
[11-18 03:06:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [   0/1669]  eta: 0:10:29  tlr: 5.4e-05  tnm: 0.47  Lm: 5.923 (5.923)  Lt: 5.275 (5.275)  Accm: 4.48 (4.48)  Acct: 6.99 (6.99)  time: 0.3770  data: 0.0004
[11-18 03:09:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [ 417/1669]  eta: 0:09:00  tlr: 5.4e-05  tnm: 0.45  Lm: 5.924 (5.924)  Lt: 5.258 (5.258)  Accm: 4.34 (4.34)  Acct: 6.81 (6.81)  time: 0.4098  data: 0.0002
[11-18 03:09:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [ 417/1669]  eta: 0:09:00  tlr: 5.4e-05  tnm: 0.45  Lm: 5.853 (5.853)  Lt: 5.220 (5.220)  Accm: 4.41 (4.41)  Acct: 6.74 (6.74)  time: 0.4098  data: 0.0002
[11-18 03:09:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [ 417/1669]  eta: 0:09:00  tlr: 5.4e-05  tnm: 0.45  Lm: 5.845 (5.845)  Lt: 5.192 (5.192)  Accm: 4.29 (4.29)  Acct: 6.50 (6.50)  time: 0.4098  data: 0.0002
[11-18 03:09:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [ 417/1669]  eta: 0:09:00  tlr: 5.4e-05  tnm: 0.45  Lm: 5.823 (5.823)  Lt: 5.176 (5.176)  Accm: 4.74 (4.74)  Acct: 7.38 (7.38)  time: 0.4098  data: 0.0002
[11-18 03:12:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [ 834/1669]  eta: 0:05:56  tlr: 5.4e-05  tnm: 0.48  Lm: 5.749 (5.765)  Lt: 5.084 (5.103)  Accm: 5.24 (4.97)  Acct: 8.11 (7.63)  time: 0.4622  data: 0.0002
[11-18 03:12:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [ 834/1669]  eta: 0:05:56  tlr: 5.4e-05  tnm: 0.48  Lm: 5.847 (5.851)  Lt: 5.206 (5.215)  Accm: 4.25 (4.36)  Acct: 6.68 (6.72)  time: 0.4622  data: 0.0002
[11-18 03:12:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [ 834/1669]  eta: 0:05:56  tlr: 5.4e-05  tnm: 0.48  Lm: 5.923 (5.873)  Lt: 5.242 (5.222)  Accm: 4.48 (4.51)  Acct: 6.99 (7.00)  time: 0.4622  data: 0.0002
[11-18 03:12:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [ 834/1669]  eta: 0:05:56  tlr: 5.4e-05  tnm: 0.48  Lm: 5.811 (5.803)  Lt: 5.173 (5.161)  Accm: 4.54 (4.55)  Acct: 6.92 (6.81)  time: 0.4622  data: 0.0002
[11-18 03:15:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [1251/1669]  eta: 0:03:00  tlr: 5.4e-05  tnm: 0.47  Lm: 5.845 (5.841)  Lt: 5.192 (5.200)  Accm: 4.37 (4.46)  Acct: 6.50 (6.62)  time: 0.4033  data: 0.0002
[11-18 03:15:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [1251/1669]  eta: 0:03:00  tlr: 5.4e-05  tnm: 0.47  Lm: 5.848 (5.846)  Lt: 5.195 (5.197)  Accm: 4.64 (4.58)  Acct: 7.15 (7.07)  time: 0.4033  data: 0.0002
[11-18 03:15:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [1251/1669]  eta: 0:03:00  tlr: 5.4e-05  tnm: 0.47  Lm: 5.828 (5.840)  Lt: 5.169 (5.194)  Accm: 4.38 (4.40)  Acct: 6.89 (6.81)  time: 0.4033  data: 0.0002
[11-18 03:15:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [1251/1669]  eta: 0:03:00  tlr: 5.4e-05  tnm: 0.47  Lm: 5.787 (5.780)  Lt: 5.126 (5.119)  Accm: 4.86 (4.85)  Acct: 7.56 (7.48)  time: 0.4033  data: 0.0003
[11-18 03:18:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [1668/1669]  eta: 0:00:00  tlr: 5.4e-05  tnm: 0.46  Lm: 5.825 (5.802)  Lt: 5.168 (5.140)  Accm: 4.49 (4.72)  Acct: 7.01 (7.27)  time: 0.4067  data: 0.0020
[11-18 03:18:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 234/350]   Total time:      0:11:59   (0.431 s / it)
[11-18 03:18:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [1668/1669]  eta: 0:00:00  tlr: 5.4e-05  tnm: 0.46  Lm: 5.809 (5.832)  Lt: 5.206 (5.199)  Accm: 4.51 (4.48)  Acct: 7.06 (6.86)  time: 0.4067  data: 0.0019
[11-18 03:18:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [1668/1669]  eta: 0:00:00  tlr: 5.4e-05  tnm: 0.46  Lm: 5.811 (5.835)  Lt: 5.189 (5.198)  Accm: 4.50 (4.47)  Acct: 6.37 (6.57)  time: 0.4067  data: 0.0015
[11-18 03:18:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 234/350]  [1668/1669]  eta: 0:00:00  tlr: 5.4e-05  tnm: 0.46  Lm: 5.923 (5.877)  Lt: 5.242 (5.229)  Accm: 4.48 (4.42)  Acct: 6.99 (6.83)  time: 0.4067  data: 0.0020
[11-18 03:18:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 234/350]   Total time:      0:11:59   (0.431 s / it)
[11-18 03:18:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 234/350]   Total time:      0:11:59   (0.431 s / it)
[11-18 03:18:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 234/350]   Total time:      0:11:59   (0.431 s / it)
[11-18 03:18:17] (/home/user/VAR/train.py , line 276)=>      [ep234]  (training )  Lm: 5.844 (5.846), Lt: 5.191 (5.196),  Acc m&t: 4.45 6.81,  Remain: 22:00:42,  Finish: 2024-11-18 09:18
[11-18 03:18:17] (/home/user/VAR/train.py , line 276)=>      [ep234]  (training )  Lm: 5.844 (5.846), Lt: 5.191 (5.196),  Acc m&t: 4.45 6.81,  Remain: 22:00:52,  Finish: 2024-11-18 09:19
[11-18 03:18:17] (/home/user/VAR/train.py , line 276)=>      [ep234]  (training )  Lm: 5.844 (5.846), Lt: 5.191 (5.196),  Acc m&t: 4.45 6.81,  Remain: 22:01:30,  Finish: 2024-11-18 09:19
[11-18 03:18:17] (/home/user/VAR/train.py , line 276)=>      [ep234]  (training )  Lm: 5.844 (5.846), Lt: 5.191 (5.196),  Acc m&t: 4.45 6.81,  Remain: 22:00:29,  Finish: 2024-11-18 09:18
[11-18 03:18:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [   0/1669]  eta: 0:10:16  tlr: 5.4e-05  tnm: 0.45  Lm: 5.904 (5.904)  Lt: 5.256 (5.256)  Accm: 4.28 (4.28)  Acct: 6.16 (6.16)  time: 0.3694  data: 0.0004
[11-18 03:18:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [   0/1669]  eta: 0:10:15  tlr: 5.4e-05  tnm: 0.45  Lm: 5.837 (5.837)  Lt: 5.175 (5.175)  Accm: 4.43 (4.43)  Acct: 7.16 (7.16)  time: 0.3690  data: 0.0004
[11-18 03:18:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [   0/1669]  eta: 0:10:15  tlr: 5.4e-05  tnm: 0.45  Lm: 5.819 (5.819)  Lt: 5.196 (5.196)  Accm: 4.55 (4.55)  Acct: 6.96 (6.96)  time: 0.3690  data: 0.0004
[11-18 03:18:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [   0/1669]  eta: 0:10:15  tlr: 5.4e-05  tnm: 0.45  Lm: 5.812 (5.812)  Lt: 5.109 (5.109)  Accm: 4.69 (4.69)  Acct: 6.92 (6.92)  time: 0.3688  data: 0.0004
[11-18 03:21:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [ 417/1669]  eta: 0:08:59  tlr: 5.4e-05  tnm: 0.44  Lm: 5.849 (5.849)  Lt: 5.182 (5.182)  Accm: 4.57 (4.57)  Acct: 6.70 (6.70)  time: 0.4535  data: 0.0003
[11-18 03:21:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [ 417/1669]  eta: 0:08:59  tlr: 5.4e-05  tnm: 0.44  Lm: 5.882 (5.882)  Lt: 5.251 (5.251)  Accm: 4.29 (4.29)  Acct: 6.39 (6.39)  time: 0.4535  data: 0.0002
[11-18 03:21:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [ 417/1669]  eta: 0:08:59  tlr: 5.4e-05  tnm: 0.44  Lm: 5.841 (5.841)  Lt: 5.221 (5.221)  Accm: 4.33 (4.33)  Acct: 6.50 (6.50)  time: 0.4536  data: 0.0002
[11-18 03:21:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [ 417/1669]  eta: 0:08:59  tlr: 5.4e-05  tnm: 0.44  Lm: 5.871 (5.871)  Lt: 5.199 (5.199)  Accm: 4.27 (4.27)  Acct: 6.64 (6.64)  time: 0.4536  data: 0.0002
[11-18 03:24:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [ 834/1669]  eta: 0:05:55  tlr: 5.4e-05  tnm: 0.45  Lm: 5.837 (5.858)  Lt: 5.193 (5.197)  Accm: 4.43 (4.33)  Acct: 7.01 (6.76)  time: 0.4536  data: 0.0002
[11-18 03:24:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [ 834/1669]  eta: 0:05:55  tlr: 5.4e-05  tnm: 0.45  Lm: 5.862 (5.873)  Lt: 5.246 (5.243)  Accm: 4.23 (4.30)  Acct: 6.66 (6.55)  time: 0.4536  data: 0.0002
[11-18 03:24:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [ 834/1669]  eta: 0:05:55  tlr: 5.4e-05  tnm: 0.45  Lm: 5.812 (5.823)  Lt: 5.109 (5.155)  Accm: 4.69 (4.69)  Acct: 6.92 (6.88)  time: 0.4536  data: 0.0002
[11-18 03:24:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [ 834/1669]  eta: 0:05:55  tlr: 5.4e-05  tnm: 0.45  Lm: 5.889 (5.884)  Lt: 5.246 (5.247)  Accm: 4.28 (4.23)  Acct: 6.51 (6.43)  time: 0.4536  data: 0.0003
[11-18 03:27:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [1251/1669]  eta: 0:02:57  tlr: 5.4e-05  tnm: 0.48  Lm: 5.875 (5.868)  Lt: 5.242 (5.236)  Accm: 4.29 (4.35)  Acct: 6.56 (6.60)  time: 0.4097  data: 0.0002
[11-18 03:27:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [1251/1669]  eta: 0:02:57  tlr: 5.4e-05  tnm: 0.48  Lm: 5.818 (5.823)  Lt: 5.156 (5.167)  Accm: 4.57 (4.60)  Acct: 6.84 (6.85)  time: 0.4097  data: 0.0002
[11-18 03:27:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [1251/1669]  eta: 0:02:57  tlr: 5.4e-05  tnm: 0.48  Lm: 5.887 (5.883)  Lt: 5.250 (5.245)  Accm: 4.20 (4.27)  Acct: 6.77 (6.63)  time: 0.4097  data: 0.0002
[11-18 03:27:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [1251/1669]  eta: 0:02:57  tlr: 5.4e-05  tnm: 0.48  Lm: 5.871 (5.886)  Lt: 5.208 (5.238)  Accm: 4.27 (4.18)  Acct: 6.56 (6.46)  time: 0.4097  data: 0.0002
[11-18 03:30:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [1668/1669]  eta: 0:00:00  tlr: 5.3e-05  tnm: 0.45  Lm: 5.881 (5.885)  Lt: 5.223 (5.244)  Accm: 4.13 (4.17)  Acct: 6.11 (6.37)  time: 0.4112  data: 0.0015
[11-18 03:30:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 235/350]   Total time:      0:11:48   (0.424 s / it)
[11-18 03:30:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [1668/1669]  eta: 0:00:00  tlr: 5.3e-05  tnm: 0.45  Lm: 5.862 (5.879)  Lt: 5.246 (5.238)  Accm: 4.23 (4.30)  Acct: 6.84 (6.67)  time: 0.4112  data: 0.0016
[11-18 03:30:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [1668/1669]  eta: 0:00:00  tlr: 5.3e-05  tnm: 0.45  Lm: 5.824 (5.836)  Lt: 5.203 (5.186)  Accm: 4.46 (4.57)  Acct: 6.75 (6.83)  time: 0.4113  data: 0.0015
[11-18 03:30:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 235/350]  [1668/1669]  eta: 0:00:00  tlr: 5.3e-05  tnm: 0.45  Lm: 5.889 (5.891)  Lt: 5.246 (5.243)  Accm: 4.28 (4.30)  Acct: 6.61 (6.61)  time: 0.4112  data: 0.0020
[11-18 03:30:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 235/350]   Total time:      0:11:48   (0.424 s / it)
[11-18 03:30:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 235/350]   Total time:      0:11:48   (0.424 s / it)
[11-18 03:30:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 235/350]   Total time:      0:11:48   (0.424 s / it)
[11-18 03:30:06] (/home/user/VAR/train.py , line 276)=>      [ep235]  (training )  Lm: 5.844 (5.851), Lt: 5.191 (5.200),  Acc m&t: 4.45 6.81,  Remain: 21:57:17,  Finish: 2024-11-18 09:27
[11-18 03:30:06] (/home/user/VAR/train.py , line 276)=>      [ep235]  (training )  Lm: 5.844 (5.851), Lt: 5.191 (5.200),  Acc m&t: 4.45 6.81,  Remain: 21:57:20,  Finish: 2024-11-18 09:27
[11-18 03:30:06] (/home/user/VAR/train.py , line 276)=>      [ep235]  (training )  Lm: 5.844 (5.851), Lt: 5.191 (5.200),  Acc m&t: 4.45 6.81,  Remain: 21:57:15,  Finish: 2024-11-18 09:27
[11-18 03:30:06] (/home/user/VAR/train.py , line 276)=>      [ep235]  (training )  Lm: 5.844 (5.851), Lt: 5.191 (5.200),  Acc m&t: 4.45 6.81,  Remain: 21:56:50,  Finish: 2024-11-18 09:26
[11-18 03:30:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [   0/1669]  eta: 0:09:54  tlr: 5.3e-05  tnm: 0.45  Lm: 5.982 (5.982)  Lt: 5.330 (5.330)  Accm: 3.61 (3.61)  Acct: 6.10 (6.10)  time: 0.3560  data: 0.0003
[11-18 03:30:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [   0/1669]  eta: 0:09:55  tlr: 5.3e-05  tnm: 0.45  Lm: 5.943 (5.943)  Lt: 5.297 (5.297)  Accm: 3.60 (3.60)  Acct: 5.35 (5.35)  time: 0.3565  data: 0.0004
[11-18 03:30:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [   0/1669]  eta: 0:09:54  tlr: 5.3e-05  tnm: 0.45  Lm: 5.750 (5.750)  Lt: 5.068 (5.068)  Accm: 4.87 (4.87)  Acct: 7.95 (7.95)  time: 0.3564  data: 0.0004
[11-18 03:30:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [   0/1669]  eta: 0:09:55  tlr: 5.3e-05  tnm: 0.45  Lm: 5.869 (5.869)  Lt: 5.182 (5.182)  Accm: 4.26 (4.26)  Acct: 6.47 (6.47)  time: 0.3565  data: 0.0004
[11-18 03:33:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [ 417/1669]  eta: 0:09:05  tlr: 5.3e-05  tnm: 0.47  Lm: 5.883 (5.883)  Lt: 5.219 (5.219)  Accm: 4.33 (4.33)  Acct: 6.71 (6.71)  time: 0.4968  data: 0.0002
[11-18 03:33:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [ 417/1669]  eta: 0:09:05  tlr: 5.3e-05  tnm: 0.47  Lm: 5.926 (5.926)  Lt: 5.282 (5.282)  Accm: 4.00 (4.00)  Acct: 6.01 (6.01)  time: 0.4968  data: 0.0002
[11-18 03:33:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [ 417/1669]  eta: 0:09:05  tlr: 5.3e-05  tnm: 0.47  Lm: 5.813 (5.813)  Lt: 5.130 (5.130)  Accm: 4.56 (4.56)  Acct: 7.40 (7.40)  time: 0.4968  data: 0.0002
[11-18 03:33:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [ 417/1669]  eta: 0:09:05  tlr: 5.3e-05  tnm: 0.47  Lm: 5.922 (5.922)  Lt: 5.274 (5.274)  Accm: 4.10 (4.10)  Acct: 6.46 (6.46)  time: 0.4968  data: 0.0002
[11-18 03:36:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.3e-05  tnm: 0.46  Lm: 5.861 (5.890)  Lt: 5.218 (5.244)  Accm: 4.11 (4.10)  Acct: 6.28 (6.40)  time: 0.4118  data: 0.0003
[11-18 03:36:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.3e-05  tnm: 0.46  Lm: 5.877 (5.889)  Lt: 5.192 (5.232)  Accm: 4.24 (4.28)  Acct: 6.85 (6.77)  time: 0.4118  data: 0.0002
[11-18 03:36:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.3e-05  tnm: 0.46  Lm: 5.909 (5.830)  Lt: 5.267 (5.181)  Accm: 4.39 (4.48)  Acct: 6.66 (6.86)  time: 0.4118  data: 0.0002
[11-18 03:36:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.3e-05  tnm: 0.46  Lm: 5.869 (5.866)  Lt: 5.182 (5.204)  Accm: 4.40 (4.36)  Acct: 6.75 (6.72)  time: 0.4118  data: 0.0002
[11-18 03:39:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [1251/1669]  eta: 0:02:59  tlr: 5.3e-05  tnm: 0.44  Lm: 5.850 (5.848)  Lt: 5.178 (5.193)  Accm: 4.41 (4.49)  Acct: 6.84 (6.85)  time: 0.4038  data: 0.0002
[11-18 03:39:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [1251/1669]  eta: 0:02:59  tlr: 5.3e-05  tnm: 0.44  Lm: 5.837 (5.866)  Lt: 5.179 (5.216)  Accm: 4.43 (4.36)  Acct: 6.76 (6.75)  time: 0.4038  data: 0.0002
[11-18 03:39:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [1251/1669]  eta: 0:02:59  tlr: 5.3e-05  tnm: 0.44  Lm: 5.877 (5.833)  Lt: 5.241 (5.190)  Accm: 4.41 (4.47)  Acct: 6.72 (6.84)  time: 0.4038  data: 0.0002
[11-18 03:39:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [1251/1669]  eta: 0:02:59  tlr: 5.3e-05  tnm: 0.44  Lm: 5.851 (5.878)  Lt: 5.217 (5.237)  Accm: 4.10 (4.10)  Acct: 6.22 (6.34)  time: 0.4038  data: 0.0002
[11-18 03:42:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [1668/1669]  eta: 0:00:00  tlr: 5.3e-05  tnm: 0.46  Lm: 5.842 (5.870)  Lt: 5.218 (5.233)  Accm: 4.11 (4.16)  Acct: 6.28 (6.39)  time: 0.4560  data: 0.0014
[11-18 03:42:02] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 236/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 03:42:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [1668/1669]  eta: 0:00:00  tlr: 5.3e-05  tnm: 0.46  Lm: 5.831 (5.841)  Lt: 5.177 (5.190)  Accm: 4.40 (4.45)  Acct: 6.75 (6.80)  time: 0.4560  data: 0.0015
[11-18 03:42:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [1668/1669]  eta: 0:00:00  tlr: 5.3e-05  tnm: 0.46  Lm: 5.824 (5.857)  Lt: 5.191 (5.211)  Accm: 4.45 (4.38)  Acct: 6.66 (6.69)  time: 0.4560  data: 0.0019
[11-18 03:42:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 236/350]  [1668/1669]  eta: 0:00:00  tlr: 5.3e-05  tnm: 0.46  Lm: 5.845 (5.804)  Lt: 5.215 (5.159)  Accm: 4.42 (4.54)  Acct: 6.78 (6.95)  time: 0.4560  data: 0.0016
[11-18 03:42:02] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 236/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 03:42:02] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 236/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 03:42:02] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 236/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 03:42:02] (/home/user/VAR/train.py , line 276)=>      [ep236]  (training )  Lm: 5.844 (5.847), Lt: 5.191 (5.196),  Acc m&t: 4.45 6.81,  Remain: 21:46:23,  Finish: 2024-11-18 09:28
[11-18 03:42:02] (/home/user/VAR/train.py , line 276)=>      [ep236]  (training )  Lm: 5.844 (5.847), Lt: 5.191 (5.196),  Acc m&t: 4.45 6.81,  Remain: 21:45:16,  Finish: 2024-11-18 09:27
[11-18 03:42:02] (/home/user/VAR/train.py , line 276)=>      [ep236]  (training )  Lm: 5.844 (5.847), Lt: 5.191 (5.196),  Acc m&t: 4.45 6.81,  Remain: 21:45:11,  Finish: 2024-11-18 09:27
[11-18 03:42:02] (/home/user/VAR/train.py , line 276)=>      [ep236]  (training )  Lm: 5.844 (5.847), Lt: 5.191 (5.196),  Acc m&t: 4.45 6.81,  Remain: 21:45:46,  Finish: 2024-11-18 09:27
[11-18 03:42:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [   0/1669]  eta: 0:10:02  tlr: 5.3e-05  tnm: 0.47  Lm: 5.952 (5.952)  Lt: 5.286 (5.286)  Accm: 3.98 (3.98)  Acct: 6.51 (6.51)  time: 0.3607  data: 0.0003
[11-18 03:42:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [   0/1669]  eta: 0:10:09  tlr: 5.3e-05  tnm: 0.47  Lm: 5.877 (5.877)  Lt: 5.215 (5.215)  Accm: 4.43 (4.43)  Acct: 6.90 (6.90)  time: 0.3653  data: 0.0003
[11-18 03:42:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [   0/1669]  eta: 0:10:09  tlr: 5.3e-05  tnm: 0.47  Lm: 5.798 (5.798)  Lt: 5.161 (5.161)  Accm: 4.45 (4.45)  Acct: 6.85 (6.85)  time: 0.3653  data: 0.0004
[11-18 03:42:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [   0/1669]  eta: 0:10:10  tlr: 5.3e-05  tnm: 0.47  Lm: 5.843 (5.843)  Lt: 5.162 (5.162)  Accm: 4.47 (4.47)  Acct: 7.02 (7.02)  time: 0.3658  data: 0.0004
[11-18 03:45:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [ 417/1669]  eta: 0:09:12  tlr: 5.3e-05  tnm: 0.47  Lm: 5.848 (5.848)  Lt: 5.175 (5.175)  Accm: 4.53 (4.53)  Acct: 7.04 (7.04)  time: 0.4536  data: 0.0002
[11-18 03:45:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [ 417/1669]  eta: 0:09:12  tlr: 5.3e-05  tnm: 0.47  Lm: 5.851 (5.851)  Lt: 5.215 (5.215)  Accm: 4.41 (4.41)  Acct: 6.87 (6.87)  time: 0.4536  data: 0.0002
[11-18 03:45:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [ 417/1669]  eta: 0:09:12  tlr: 5.3e-05  tnm: 0.47  Lm: 5.848 (5.848)  Lt: 5.194 (5.194)  Accm: 4.48 (4.48)  Acct: 6.95 (6.95)  time: 0.4536  data: 0.0003
[11-18 03:45:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [ 417/1669]  eta: 0:09:12  tlr: 5.3e-05  tnm: 0.47  Lm: 5.824 (5.824)  Lt: 5.200 (5.200)  Accm: 4.43 (4.43)  Acct: 6.73 (6.73)  time: 0.4536  data: 0.0002
[11-18 03:48:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [ 834/1669]  eta: 0:06:04  tlr: 5.3e-05  tnm: 0.45  Lm: 5.846 (5.831)  Lt: 5.194 (5.198)  Accm: 4.45 (4.53)  Acct: 6.85 (6.92)  time: 0.4092  data: 0.0003
[11-18 03:48:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [ 834/1669]  eta: 0:06:04  tlr: 5.3e-05  tnm: 0.45  Lm: 5.843 (5.804)  Lt: 5.162 (5.130)  Accm: 4.60 (4.62)  Acct: 7.06 (7.11)  time: 0.4092  data: 0.0002
[11-18 03:48:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [ 834/1669]  eta: 0:06:04  tlr: 5.3e-05  tnm: 0.45  Lm: 5.790 (5.831)  Lt: 5.143 (5.182)  Accm: 4.52 (4.45)  Acct: 7.01 (6.92)  time: 0.4092  data: 0.0002
[11-18 03:48:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [ 834/1669]  eta: 0:06:04  tlr: 5.3e-05  tnm: 0.45  Lm: 5.849 (5.848)  Lt: 5.215 (5.207)  Accm: 4.43 (4.42)  Acct: 6.90 (6.82)  time: 0.4092  data: 0.0002
[11-18 03:51:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [1251/1669]  eta: 0:03:00  tlr: 5.3e-05  tnm: 0.45  Lm: 5.843 (5.845)  Lt: 5.216 (5.209)  Accm: 4.48 (4.45)  Acct: 6.88 (6.83)  time: 0.4080  data: 0.0002
[11-18 03:51:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [1251/1669]  eta: 0:03:00  tlr: 5.3e-05  tnm: 0.45  Lm: 5.848 (5.877)  Lt: 5.216 (5.243)  Accm: 4.43 (4.34)  Acct: 6.73 (6.65)  time: 0.4080  data: 0.0002
[11-18 03:51:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [1251/1669]  eta: 0:03:00  tlr: 5.3e-05  tnm: 0.45  Lm: 5.780 (5.764)  Lt: 5.101 (5.094)  Accm: 4.69 (4.78)  Acct: 7.15 (7.26)  time: 0.4080  data: 0.0002
[11-18 03:51:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [1251/1669]  eta: 0:03:00  tlr: 5.3e-05  tnm: 0.45  Lm: 5.787 (5.819)  Lt: 5.130 (5.159)  Accm: 4.64 (4.53)  Acct: 7.12 (7.05)  time: 0.4080  data: 0.0002
[11-18 03:53:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [1668/1669]  eta: 0:00:00  tlr: 5.3e-05  tnm: 0.48  Lm: 5.790 (5.834)  Lt: 5.143 (5.178)  Accm: 4.52 (4.42)  Acct: 7.01 (6.90)  time: 0.4549  data: 0.0021
[11-18 03:53:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 237/350]   Total time:      0:11:57   (0.430 s / it)
[11-18 03:53:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [1668/1669]  eta: 0:00:00  tlr: 5.3e-05  tnm: 0.48  Lm: 5.815 (5.774)  Lt: 5.162 (5.112)  Accm: 4.60 (4.72)  Acct: 7.06 (7.12)  time: 0.4549  data: 0.0016
[11-18 03:53:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [1668/1669]  eta: 0:00:00  tlr: 5.3e-05  tnm: 0.48  Lm: 5.837 (5.834)  Lt: 5.215 (5.197)  Accm: 4.53 (4.49)  Acct: 6.90 (6.85)  time: 0.4549  data: 0.0017
[11-18 03:53:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 237/350]  [1668/1669]  eta: 0:00:00  tlr: 5.3e-05  tnm: 0.48  Lm: 5.851 (5.899)  Lt: 5.238 (5.265)  Accm: 4.41 (4.24)  Acct: 6.61 (6.40)  time: 0.4549  data: 0.0022
[11-18 03:53:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 237/350]   Total time:      0:11:57   (0.430 s / it)
[11-18 03:53:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 237/350]   Total time:      0:11:57   (0.430 s / it)
[11-18 03:53:59] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 237/350]   Total time:      0:11:57   (0.430 s / it)
[11-18 03:54:00] (/home/user/VAR/train.py , line 276)=>      [ep237]  (training )  Lm: 5.844 (5.858), Lt: 5.191 (5.206),  Acc m&t: 4.45 6.81,  Remain: 21:33:26,  Finish: 2024-11-18 09:27
[11-18 03:54:00] (/home/user/VAR/train.py , line 276)=>      [ep237]  (training )  Lm: 5.844 (5.858), Lt: 5.191 (5.206),  Acc m&t: 4.45 6.81,  Remain: 21:34:45,  Finish: 2024-11-18 09:28
[11-18 03:54:00] (/home/user/VAR/train.py , line 276)=>      [ep237]  (training )  Lm: 5.844 (5.858), Lt: 5.191 (5.206),  Acc m&t: 4.45 6.81,  Remain: 21:34:16,  Finish: 2024-11-18 09:28
[11-18 03:54:00] (/home/user/VAR/train.py , line 276)=>      [ep237]  (training )  Lm: 5.844 (5.858), Lt: 5.191 (5.206),  Acc m&t: 4.45 6.81,  Remain: 21:34:15,  Finish: 2024-11-18 09:28
[11-18 03:54:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [   0/1669]  eta: 0:10:44  tlr: 5.3e-05  tnm: 0.47  Lm: 5.735 (5.735)  Lt: 5.021 (5.021)  Accm: 4.70 (4.70)  Acct: 7.49 (7.49)  time: 0.3861  data: 0.0004
[11-18 03:54:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [   0/1669]  eta: 0:11:05  tlr: 5.3e-05  tnm: 0.47  Lm: 5.758 (5.758)  Lt: 5.073 (5.073)  Accm: 4.67 (4.67)  Acct: 6.77 (6.77)  time: 0.3985  data: 0.0003
[11-18 03:54:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [   0/1669]  eta: 0:11:05  tlr: 5.3e-05  tnm: 0.47  Lm: 5.909 (5.909)  Lt: 5.220 (5.220)  Accm: 4.33 (4.33)  Acct: 6.71 (6.71)  time: 0.3988  data: 0.0004
[11-18 03:54:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [   0/1669]  eta: 0:10:52  tlr: 5.3e-05  tnm: 0.47  Lm: 5.871 (5.871)  Lt: 5.244 (5.244)  Accm: 4.06 (4.06)  Acct: 5.85 (5.85)  time: 0.3911  data: 0.0003
[11-18 03:57:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [ 417/1669]  eta: 0:09:03  tlr: 5.2e-05  tnm: 0.52  Lm: 5.848 (5.848)  Lt: 5.203 (5.203)  Accm: 4.27 (4.27)  Acct: 6.33 (6.33)  time: 0.4062  data: 0.0002
[11-18 03:57:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [ 417/1669]  eta: 0:09:03  tlr: 5.2e-05  tnm: 0.52  Lm: 5.807 (5.807)  Lt: 5.103 (5.103)  Accm: 4.48 (4.48)  Acct: 7.11 (7.11)  time: 0.4062  data: 0.0002
[11-18 03:57:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [ 417/1669]  eta: 0:09:03  tlr: 5.2e-05  tnm: 0.52  Lm: 5.775 (5.775)  Lt: 5.090 (5.090)  Accm: 4.77 (4.77)  Acct: 7.24 (7.24)  time: 0.4062  data: 0.0002
[11-18 03:57:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [ 417/1669]  eta: 0:09:03  tlr: 5.2e-05  tnm: 0.52  Lm: 5.860 (5.860)  Lt: 5.204 (5.204)  Accm: 4.33 (4.33)  Acct: 6.72 (6.72)  time: 0.4062  data: 0.0003
[11-18 03:59:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [ 834/1669]  eta: 0:05:56  tlr: 5.2e-05  tnm: 0.45  Lm: 5.859 (5.860)  Lt: 5.213 (5.207)  Accm: 4.33 (4.46)  Acct: 6.73 (6.85)  time: 0.4078  data: 0.0002
[11-18 03:59:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [ 834/1669]  eta: 0:05:56  tlr: 5.2e-05  tnm: 0.45  Lm: 5.871 (5.871)  Lt: 5.241 (5.216)  Accm: 4.27 (4.27)  Acct: 6.63 (6.43)  time: 0.4078  data: 0.0003
[11-18 03:59:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [ 834/1669]  eta: 0:05:56  tlr: 5.2e-05  tnm: 0.45  Lm: 5.793 (5.836)  Lt: 5.106 (5.153)  Accm: 4.67 (4.60)  Acct: 6.94 (7.14)  time: 0.4079  data: 0.0002
[11-18 03:59:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [ 834/1669]  eta: 0:05:56  tlr: 5.2e-05  tnm: 0.45  Lm: 5.878 (5.838)  Lt: 5.185 (5.133)  Accm: 4.28 (4.41)  Acct: 7.08 (7.10)  time: 0.4078  data: 0.0002
[11-18 04:02:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [1251/1669]  eta: 0:02:58  tlr: 5.2e-05  tnm: 0.44  Lm: 5.807 (5.811)  Lt: 5.141 (5.124)  Accm: 4.39 (4.44)  Acct: 6.90 (6.96)  time: 0.4536  data: 0.0002
[11-18 04:02:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [1251/1669]  eta: 0:02:58  tlr: 5.2e-05  tnm: 0.44  Lm: 5.895 (5.899)  Lt: 5.243 (5.250)  Accm: 4.16 (4.12)  Acct: 6.24 (6.28)  time: 0.4536  data: 0.0002
[11-18 04:02:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [1251/1669]  eta: 0:02:58  tlr: 5.2e-05  tnm: 0.44  Lm: 5.809 (5.833)  Lt: 5.154 (5.165)  Accm: 4.51 (4.54)  Acct: 6.85 (6.99)  time: 0.4536  data: 0.0002
[11-18 04:02:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [1251/1669]  eta: 0:02:58  tlr: 5.2e-05  tnm: 0.44  Lm: 5.851 (5.855)  Lt: 5.201 (5.198)  Accm: 4.33 (4.40)  Acct: 6.83 (6.87)  time: 0.4536  data: 0.0002
[11-18 04:05:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [1668/1669]  eta: 0:00:00  tlr: 5.2e-05  tnm: 0.44  Lm: 5.859 (5.865)  Lt: 5.213 (5.211)  Accm: 4.33 (4.38)  Acct: 6.73 (6.78)  time: 0.4921  data: 0.0016
[11-18 04:05:55] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 238/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 04:05:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [1668/1669]  eta: 0:00:00  tlr: 5.2e-05  tnm: 0.44  Lm: 5.735 (5.778)  Lt: 5.097 (5.088)  Accm: 4.51 (4.70)  Acct: 7.08 (7.29)  time: 0.4921  data: 0.0015
[11-18 04:05:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [1668/1669]  eta: 0:00:00  tlr: 5.2e-05  tnm: 0.44  Lm: 5.889 (5.897)  Lt: 5.244 (5.258)  Accm: 4.06 (4.11)  Acct: 6.10 (6.24)  time: 0.4921  data: 0.0018
[11-18 04:05:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 238/350]  [1668/1669]  eta: 0:00:00  tlr: 5.2e-05  tnm: 0.44  Lm: 5.793 (5.817)  Lt: 5.106 (5.153)  Accm: 4.67 (4.61)  Acct: 6.94 (7.08)  time: 0.4921  data: 0.0021
[11-18 04:05:55] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 238/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 04:05:55] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 238/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 04:05:55] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 238/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 04:05:55] (/home/user/VAR/train.py , line 276)=>      [ep238]  (training )  Lm: 5.841 (5.841), Lt: 5.191 (5.192),  Acc m&t: 4.45 6.81,  Remain: 21:29:26,  Finish: 2024-11-18 09:35
[11-18 04:05:55] (/home/user/VAR/train.py , line 276)=>      [ep238]  (training )  Lm: 5.841 (5.841), Lt: 5.191 (5.192),  Acc m&t: 4.45 6.81,  Remain: 21:29:44,  Finish: 2024-11-18 09:35
[11-18 04:05:55] (/home/user/VAR/train.py , line 276)=>      [ep238]  (training )  Lm: 5.841 (5.841), Lt: 5.191 (5.192),  Acc m&t: 4.45 6.81,  Remain: 21:29:53,  Finish: 2024-11-18 09:35
[11-18 04:05:55] (/home/user/VAR/train.py , line 276)=>      [ep238]  (training )  Lm: 5.841 (5.841), Lt: 5.191 (5.192),  Acc m&t: 4.45 6.81,  Remain: 21:29:50,  Finish: 2024-11-18 09:35
[11-18 04:05:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [   0/1669]  eta: 0:10:23  tlr: 5.2e-05  tnm: 0.46  Lm: 5.870 (5.870)  Lt: 5.276 (5.276)  Accm: 4.24 (4.24)  Acct: 6.16 (6.16)  time: 0.3735  data: 0.0003
[11-18 04:05:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [   0/1669]  eta: 0:10:21  tlr: 5.2e-05  tnm: 0.46  Lm: 5.856 (5.856)  Lt: 5.204 (5.204)  Accm: 4.61 (4.61)  Acct: 7.01 (7.01)  time: 0.3724  data: 0.0004
[11-18 04:05:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [   0/1669]  eta: 0:10:24  tlr: 5.2e-05  tnm: 0.46  Lm: 5.827 (5.827)  Lt: 5.183 (5.183)  Accm: 4.60 (4.60)  Acct: 7.16 (7.16)  time: 0.3742  data: 0.0003
[11-18 04:05:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [   0/1669]  eta: 0:10:24  tlr: 5.2e-05  tnm: 0.46  Lm: 5.799 (5.799)  Lt: 5.130 (5.130)  Accm: 4.56 (4.56)  Acct: 6.99 (6.99)  time: 0.3743  data: 0.0004
[11-18 04:08:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [ 417/1669]  eta: 0:08:55  tlr: 5.2e-05  tnm: 0.44  Lm: 5.764 (5.764)  Lt: 5.074 (5.074)  Accm: 4.80 (4.80)  Acct: 7.33 (7.33)  time: 0.4107  data: 0.0003
[11-18 04:08:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [ 417/1669]  eta: 0:08:55  tlr: 5.2e-05  tnm: 0.44  Lm: 5.850 (5.850)  Lt: 5.207 (5.207)  Accm: 4.36 (4.36)  Acct: 6.52 (6.52)  time: 0.4107  data: 0.0002
[11-18 04:08:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [ 417/1669]  eta: 0:08:55  tlr: 5.2e-05  tnm: 0.44  Lm: 5.861 (5.861)  Lt: 5.219 (5.219)  Accm: 4.25 (4.25)  Acct: 6.38 (6.38)  time: 0.4107  data: 0.0003
[11-18 04:08:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [ 417/1669]  eta: 0:08:55  tlr: 5.2e-05  tnm: 0.44  Lm: 5.879 (5.879)  Lt: 5.237 (5.237)  Accm: 4.25 (4.25)  Acct: 6.47 (6.47)  time: 0.4107  data: 0.0002
[11-18 04:11:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [ 834/1669]  eta: 0:05:54  tlr: 5.2e-05  tnm: 0.48  Lm: 5.928 (5.895)  Lt: 5.291 (5.262)  Accm: 4.17 (4.22)  Acct: 5.85 (6.27)  time: 0.4088  data: 0.0002
[11-18 04:11:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [ 834/1669]  eta: 0:05:54  tlr: 5.2e-05  tnm: 0.48  Lm: 5.844 (5.836)  Lt: 5.204 (5.193)  Accm: 4.36 (4.36)  Acct: 6.49 (6.51)  time: 0.4088  data: 0.0002
[11-18 04:11:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [ 834/1669]  eta: 0:05:54  tlr: 5.2e-05  tnm: 0.48  Lm: 5.799 (5.805)  Lt: 5.130 (5.119)  Accm: 4.56 (4.50)  Acct: 6.99 (6.89)  time: 0.4088  data: 0.0002
[11-18 04:11:50] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [ 834/1669]  eta: 0:05:54  tlr: 5.2e-05  tnm: 0.48  Lm: 5.870 (5.881)  Lt: 5.276 (5.240)  Accm: 4.24 (4.14)  Acct: 6.25 (6.34)  time: 0.4088  data: 0.0002
[11-18 04:14:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [1251/1669]  eta: 0:02:59  tlr: 5.2e-05  tnm: 0.53  Lm: 5.861 (5.861)  Lt: 5.219 (5.217)  Accm: 4.25 (4.28)  Acct: 6.42 (6.47)  time: 0.4501  data: 0.0002
[11-18 04:14:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [1251/1669]  eta: 0:02:59  tlr: 5.2e-05  tnm: 0.53  Lm: 5.850 (5.868)  Lt: 5.207 (5.233)  Accm: 4.23 (4.28)  Acct: 6.26 (6.38)  time: 0.4501  data: 0.0002
[11-18 04:14:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [1251/1669]  eta: 0:02:59  tlr: 5.2e-05  tnm: 0.53  Lm: 5.898 (5.889)  Lt: 5.246 (5.247)  Accm: 4.35 (4.30)  Acct: 6.51 (6.50)  time: 0.4501  data: 0.0002
[11-18 04:14:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [1251/1669]  eta: 0:02:59  tlr: 5.2e-05  tnm: 0.53  Lm: 5.844 (5.836)  Lt: 5.170 (5.164)  Accm: 4.24 (4.36)  Acct: 6.50 (6.62)  time: 0.4501  data: 0.0002
[11-18 04:17:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [1668/1669]  eta: 0:00:00  tlr: 5.2e-05  tnm: 0.46  Lm: 5.826 (5.834)  Lt: 5.204 (5.172)  Accm: 4.56 (4.42)  Acct: 6.94 (6.69)  time: 0.4528  data: 0.0016
[11-18 04:17:54] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 239/350]   Total time:      0:11:58   (0.430 s / it)
[11-18 04:17:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [1668/1669]  eta: 0:00:00  tlr: 5.2e-05  tnm: 0.46  Lm: 5.891 (5.889)  Lt: 5.291 (5.257)  Accm: 4.19 (4.28)  Acct: 6.20 (6.44)  time: 0.4528  data: 0.0016
[11-18 04:17:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [1668/1669]  eta: 0:00:00  tlr: 5.2e-05  tnm: 0.46  Lm: 5.856 (5.868)  Lt: 5.210 (5.228)  Accm: 4.36 (4.31)  Acct: 6.49 (6.49)  time: 0.4528  data: 0.0015
[11-18 04:17:54] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 239/350]  [1668/1669]  eta: 0:00:00  tlr: 5.2e-05  tnm: 0.46  Lm: 5.853 (5.856)  Lt: 5.204 (5.214)  Accm: 4.26 (4.34)  Acct: 6.59 (6.60)  time: 0.4528  data: 0.0013
[11-18 04:17:54] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 239/350]   Total time:      0:11:58   (0.430 s / it)
[11-18 04:17:54] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 239/350]   Total time:      0:11:58   (0.430 s / it)
[11-18 04:17:54] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 239/350]   Total time:      0:11:58   (0.430 s / it)
[11-18 04:20:07] (home/user/VAR/trainer.py, line 113)=> FID: 5.918074267062593
[11-18 04:20:08] (/home/user/VAR/train.py , line 259)=>  [*] [ep239]  (val 50000)  Lm: 5.8502, Lt: 5.2013, Acc m&t: 4.42 6.74,  Val cost: 133.83s
[11-18 04:20:08] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-18 04:20:22] (/home/user/VAR/train.py , line 276)=>      [ep239]  (training )  Lm: 5.841 (5.850), Lt: 5.191 (5.201),  Acc m&t: 4.45 6.81,  Remain: 21:23:19,  Finish: 2024-11-18 09:41
[11-18 04:20:22] (/home/user/VAR/train.py , line 276)=>      [ep239]  (training )  Lm: 5.841 (5.850), Lt: 5.191 (5.201),  Acc m&t: 4.45 6.81,  Remain: 21:23:42,  Finish: 2024-11-18 09:41
[11-18 04:20:22] (/home/user/VAR/train.py , line 276)=>      [ep239]  (training )  Lm: 5.841 (5.850), Lt: 5.191 (5.201),  Acc m&t: 4.45 6.81,  Remain: 21:23:26,  Finish: 2024-11-18 09:41
[11-18 04:20:22] (/home/user/VAR/train.py , line 276)=>      [ep239]  (training )  Lm: 5.841 (5.850), Lt: 5.191 (5.201),  Acc m&t: 4.45 6.81,  Remain: 21:23:17,  Finish: 2024-11-18 09:41
[11-18 04:20:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [   0/1669]  eta: 0:10:31  tlr: 5.2e-05  tnm: 0.45  Lm: 5.765 (5.765)  Lt: 5.100 (5.100)  Accm: 5.07 (5.07)  Acct: 7.64 (7.64)  time: 0.3781  data: 0.0003
[11-18 04:20:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [   0/1669]  eta: 0:10:27  tlr: 5.2e-05  tnm: 0.45  Lm: 5.701 (5.701)  Lt: 4.990 (4.990)  Accm: 4.99 (4.99)  Acct: 7.68 (7.68)  time: 0.3759  data: 0.0004
[11-18 04:20:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [   0/1669]  eta: 0:10:31  tlr: 5.2e-05  tnm: 0.45  Lm: 5.957 (5.957)  Lt: 5.352 (5.352)  Accm: 4.18 (4.18)  Acct: 6.30 (6.30)  time: 0.3782  data: 0.0004
[11-18 04:20:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [   0/1669]  eta: 0:10:50  tlr: 5.2e-05  tnm: 0.45  Lm: 5.860 (5.860)  Lt: 5.206 (5.206)  Accm: 4.57 (4.57)  Acct: 6.99 (6.99)  time: 0.3900  data: 0.0003
[11-18 04:23:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [ 417/1669]  eta: 0:08:50  tlr: 5.2e-05  tnm: 0.48  Lm: 5.888 (5.888)  Lt: 5.229 (5.229)  Accm: 4.31 (4.31)  Acct: 6.68 (6.68)  time: 0.4090  data: 0.0002
[11-18 04:23:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [ 417/1669]  eta: 0:08:50  tlr: 5.2e-05  tnm: 0.48  Lm: 5.717 (5.717)  Lt: 5.015 (5.015)  Accm: 5.09 (5.09)  Acct: 7.90 (7.90)  time: 0.4090  data: 0.0002
[11-18 04:23:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [ 417/1669]  eta: 0:08:50  tlr: 5.2e-05  tnm: 0.48  Lm: 5.786 (5.786)  Lt: 5.125 (5.125)  Accm: 4.80 (4.80)  Acct: 7.25 (7.25)  time: 0.4090  data: 0.0003
[11-18 04:23:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [ 417/1669]  eta: 0:08:50  tlr: 5.2e-05  tnm: 0.48  Lm: 5.881 (5.881)  Lt: 5.234 (5.234)  Accm: 4.41 (4.41)  Acct: 6.68 (6.68)  time: 0.4090  data: 0.0002
[11-18 04:26:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [ 834/1669]  eta: 0:05:53  tlr: 5.1e-05  tnm: 0.46  Lm: 5.805 (5.845)  Lt: 5.117 (5.192)  Accm: 4.63 (4.56)  Acct: 7.06 (6.91)  time: 0.4076  data: 0.0002
[11-18 04:26:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [ 834/1669]  eta: 0:05:53  tlr: 5.1e-05  tnm: 0.46  Lm: 5.860 (5.869)  Lt: 5.213 (5.224)  Accm: 4.37 (4.33)  Acct: 6.68 (6.68)  time: 0.4076  data: 0.0002
[11-18 04:26:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [ 834/1669]  eta: 0:05:53  tlr: 5.1e-05  tnm: 0.46  Lm: 5.807 (5.840)  Lt: 5.151 (5.183)  Accm: 4.52 (4.56)  Acct: 6.85 (6.99)  time: 0.4076  data: 0.0002
[11-18 04:26:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [ 834/1669]  eta: 0:05:53  tlr: 5.1e-05  tnm: 0.46  Lm: 5.732 (5.753)  Lt: 5.040 (5.050)  Accm: 4.99 (4.86)  Acct: 7.68 (7.58)  time: 0.4076  data: 0.0002
[11-18 04:29:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [1251/1669]  eta: 0:02:59  tlr: 5.1e-05  tnm: 0.49  Lm: 5.778 (5.772)  Lt: 5.080 (5.080)  Accm: 4.70 (4.73)  Acct: 7.30 (7.36)  time: 0.4529  data: 0.0002
[11-18 04:29:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [1251/1669]  eta: 0:02:59  tlr: 5.1e-05  tnm: 0.49  Lm: 5.844 (5.843)  Lt: 5.210 (5.204)  Accm: 4.47 (4.46)  Acct: 6.84 (6.85)  time: 0.4529  data: 0.0002
[11-18 04:29:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [1251/1669]  eta: 0:02:59  tlr: 5.1e-05  tnm: 0.49  Lm: 5.826 (5.841)  Lt: 5.185 (5.192)  Accm: 4.65 (4.62)  Acct: 6.98 (7.02)  time: 0.4529  data: 0.0003
[11-18 04:29:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [1251/1669]  eta: 0:02:59  tlr: 5.1e-05  tnm: 0.49  Lm: 5.875 (5.870)  Lt: 5.222 (5.225)  Accm: 4.41 (4.40)  Acct: 6.68 (6.75)  time: 0.4529  data: 0.0003
[11-18 04:32:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [1668/1669]  eta: 0:00:00  tlr: 5.1e-05  tnm: 0.47  Lm: 5.836 (5.863)  Lt: 5.166 (5.213)  Accm: 4.52 (4.43)  Acct: 6.89 (6.78)  time: 0.4114  data: 0.0023
[11-18 04:32:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 240/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 04:32:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [1668/1669]  eta: 0:00:00  tlr: 5.1e-05  tnm: 0.47  Lm: 5.845 (5.845)  Lt: 5.183 (5.190)  Accm: 4.52 (4.57)  Acct: 6.85 (6.98)  time: 0.4115  data: 0.0016
[11-18 04:32:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [1668/1669]  eta: 0:00:00  tlr: 5.1e-05  tnm: 0.47  Lm: 5.824 (5.796)  Lt: 5.120 (5.119)  Accm: 4.41 (4.63)  Acct: 6.92 (7.20)  time: 0.4115  data: 0.0015
[11-18 04:32:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 240/350]  [1668/1669]  eta: 0:00:00  tlr: 5.1e-05  tnm: 0.47  Lm: 5.829 (5.838)  Lt: 5.210 (5.205)  Accm: 4.57 (4.52)  Acct: 6.99 (6.94)  time: 0.4115  data: 0.0014
[11-18 04:32:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 240/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 04:32:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 240/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 04:32:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 240/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 04:32:15] (/home/user/VAR/train.py , line 276)=>      [ep240]  (training )  Lm: 5.840 (5.840), Lt: 5.189 (5.189),  Acc m&t: 4.46 6.83,  Remain: 21:03:21,  Finish: 2024-11-18 09:35
[11-18 04:32:15] (/home/user/VAR/train.py , line 276)=>      [ep240]  (training )  Lm: 5.840 (5.840), Lt: 5.189 (5.189),  Acc m&t: 4.46 6.83,  Remain: 21:03:56,  Finish: 2024-11-18 09:36
[11-18 04:32:15] (/home/user/VAR/train.py , line 276)=>      [ep240]  (training )  Lm: 5.840 (5.840), Lt: 5.189 (5.189),  Acc m&t: 4.46 6.83,  Remain: 21:03:58,  Finish: 2024-11-18 09:36
[11-18 04:32:15] (/home/user/VAR/train.py , line 276)=>      [ep240]  (training )  Lm: 5.840 (5.840), Lt: 5.189 (5.189),  Acc m&t: 4.46 6.83,  Remain: 21:03:23,  Finish: 2024-11-18 09:35
[11-18 04:32:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [   0/1669]  eta: 0:46:14  tlr: 5.1e-05  tnm: 0.45  Lm: 5.850 (5.850)  Lt: 5.211 (5.211)  Accm: 4.49 (4.49)  Acct: 6.80 (6.80)  time: 1.6625  data: 0.0004
[11-18 04:32:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [   0/1669]  eta: 0:46:15  tlr: 5.1e-05  tnm: 0.45  Lm: 5.582 (5.582)  Lt: 4.858 (4.858)  Accm: 5.58 (5.58)  Acct: 8.47 (8.47)  time: 1.6632  data: 0.0004
[11-18 04:32:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [   0/1669]  eta: 0:46:16  tlr: 5.1e-05  tnm: 0.45  Lm: 5.877 (5.877)  Lt: 5.205 (5.205)  Accm: 4.44 (4.44)  Acct: 6.80 (6.80)  time: 1.6634  data: 0.0003
[11-18 04:32:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [   0/1669]  eta: 0:46:42  tlr: 5.1e-05  tnm: 0.45  Lm: 5.872 (5.872)  Lt: 5.211 (5.211)  Accm: 4.50 (4.50)  Acct: 6.96 (6.96)  time: 1.6794  data: 0.0004
[11-18 04:35:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [ 417/1669]  eta: 0:08:47  tlr: 5.1e-05  tnm: 0.48  Lm: 5.814 (5.814)  Lt: 5.171 (5.171)  Accm: 4.72 (4.72)  Acct: 7.15 (7.15)  time: 0.4090  data: 0.0002
[11-18 04:35:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [ 417/1669]  eta: 0:08:47  tlr: 5.1e-05  tnm: 0.48  Lm: 5.886 (5.886)  Lt: 5.237 (5.237)  Accm: 4.23 (4.23)  Acct: 6.53 (6.53)  time: 0.4090  data: 0.0002
[11-18 04:35:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [ 417/1669]  eta: 0:08:47  tlr: 5.1e-05  tnm: 0.48  Lm: 5.908 (5.908)  Lt: 5.288 (5.288)  Accm: 4.13 (4.13)  Acct: 6.11 (6.11)  time: 0.4090  data: 0.0002
[11-18 04:35:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [ 417/1669]  eta: 0:08:47  tlr: 5.1e-05  tnm: 0.48  Lm: 5.762 (5.762)  Lt: 5.073 (5.073)  Accm: 4.91 (4.91)  Acct: 7.67 (7.67)  time: 0.4090  data: 0.0002
[11-18 04:38:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.1e-05  tnm: 0.47  Lm: 5.799 (5.774)  Lt: 5.147 (5.097)  Accm: 4.66 (4.83)  Acct: 6.87 (7.38)  time: 0.4098  data: 0.0002
[11-18 04:38:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.1e-05  tnm: 0.47  Lm: 5.896 (5.902)  Lt: 5.269 (5.265)  Accm: 4.01 (4.14)  Acct: 6.27 (6.42)  time: 0.4098  data: 0.0002
[11-18 04:38:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.1e-05  tnm: 0.47  Lm: 5.848 (5.825)  Lt: 5.211 (5.193)  Accm: 4.50 (4.61)  Acct: 6.96 (6.94)  time: 0.4098  data: 0.0002
[11-18 04:38:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [ 834/1669]  eta: 0:05:59  tlr: 5.1e-05  tnm: 0.47  Lm: 5.850 (5.854)  Lt: 5.211 (5.210)  Accm: 4.49 (4.39)  Acct: 6.80 (6.61)  time: 0.4098  data: 0.0002
[11-18 04:41:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [1251/1669]  eta: 0:02:59  tlr: 5.1e-05  tnm: 0.48  Lm: 5.854 (5.855)  Lt: 5.182 (5.196)  Accm: 4.38 (4.36)  Acct: 6.70 (6.60)  time: 0.4538  data: 0.0002
[11-18 04:41:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [1251/1669]  eta: 0:02:59  tlr: 5.1e-05  tnm: 0.48  Lm: 5.886 (5.861)  Lt: 5.237 (5.208)  Accm: 4.23 (4.27)  Acct: 6.53 (6.57)  time: 0.4538  data: 0.0002
[11-18 04:41:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [1251/1669]  eta: 0:02:59  tlr: 5.1e-05  tnm: 0.48  Lm: 5.819 (5.790)  Lt: 5.176 (5.124)  Accm: 4.55 (4.73)  Acct: 6.84 (7.19)  time: 0.4538  data: 0.0002
[11-18 04:41:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [1251/1669]  eta: 0:02:59  tlr: 5.1e-05  tnm: 0.48  Lm: 5.829 (5.822)  Lt: 5.175 (5.180)  Accm: 4.45 (4.51)  Acct: 6.77 (6.85)  time: 0.4538  data: 0.0002
[11-18 04:44:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [1668/1669]  eta: 0:00:00  tlr: 5.1e-05  tnm: 0.48  Lm: 5.810 (5.808)  Lt: 5.139 (5.161)  Accm: 4.50 (4.63)  Acct: 6.96 (7.09)  time: 0.4540  data: 0.0015
[11-18 04:44:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 241/350]   Total time:      0:11:51   (0.427 s / it)
[11-18 04:44:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [1668/1669]  eta: 0:00:00  tlr: 5.1e-05  tnm: 0.48  Lm: 5.896 (5.871)  Lt: 5.244 (5.215)  Accm: 4.27 (4.27)  Acct: 6.44 (6.55)  time: 0.4540  data: 0.0015
[11-18 04:44:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [1668/1669]  eta: 0:00:00  tlr: 5.1e-05  tnm: 0.48  Lm: 5.799 (5.791)  Lt: 5.147 (5.125)  Accm: 4.66 (4.75)  Acct: 6.87 (7.23)  time: 0.4540  data: 0.0017
[11-18 04:44:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 241/350]  [1668/1669]  eta: 0:00:00  tlr: 5.1e-05  tnm: 0.48  Lm: 5.858 (5.858)  Lt: 5.211 (5.204)  Accm: 4.27 (4.30)  Acct: 6.59 (6.52)  time: 0.4540  data: 0.0016
[11-18 04:44:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 241/350]   Total time:      0:11:51   (0.427 s / it)
[11-18 04:44:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 241/350]   Total time:      0:11:51   (0.427 s / it)
[11-18 04:44:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 241/350]   Total time:      0:11:51   (0.427 s / it)
[11-18 04:44:07] (/home/user/VAR/train.py , line 276)=>      [ep241]  (training )  Lm: 5.833 (5.833), Lt: 5.179 (5.179),  Acc m&t: 4.49 6.86,  Remain: 20:56:08,  Finish: 2024-11-18 09:40
[11-18 04:44:07] (/home/user/VAR/train.py , line 276)=>      [ep241]  (training )  Lm: 5.833 (5.833), Lt: 5.179 (5.179),  Acc m&t: 4.49 6.86,  Remain: 20:56:14,  Finish: 2024-11-18 09:40
[11-18 04:44:07] (/home/user/VAR/train.py , line 276)=>      [ep241]  (training )  Lm: 5.833 (5.833), Lt: 5.179 (5.179),  Acc m&t: 4.49 6.86,  Remain: 20:55:36,  Finish: 2024-11-18 09:39
[11-18 04:44:07] (/home/user/VAR/train.py , line 276)=>      [ep241]  (training )  Lm: 5.833 (5.833), Lt: 5.179 (5.179),  Acc m&t: 4.49 6.86,  Remain: 20:55:23,  Finish: 2024-11-18 09:39
[11-18 04:44:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [   0/1669]  eta: 0:10:18  tlr: 5.1e-05  tnm: 0.48  Lm: 5.843 (5.843)  Lt: 5.147 (5.147)  Accm: 4.30 (4.30)  Acct: 6.35 (6.35)  time: 0.3705  data: 0.0004
[11-18 04:44:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [   0/1669]  eta: 0:10:16  tlr: 5.1e-05  tnm: 0.48  Lm: 5.967 (5.967)  Lt: 5.347 (5.347)  Accm: 3.99 (3.99)  Acct: 6.27 (6.27)  time: 0.3694  data: 0.0004
[11-18 04:44:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [   0/1669]  eta: 0:10:19  tlr: 5.1e-05  tnm: 0.48  Lm: 5.793 (5.793)  Lt: 5.118 (5.118)  Accm: 4.79 (4.79)  Acct: 7.47 (7.47)  time: 0.3712  data: 0.0004
[11-18 04:44:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [   0/1669]  eta: 0:10:19  tlr: 5.1e-05  tnm: 0.48  Lm: 5.925 (5.925)  Lt: 5.233 (5.233)  Accm: 3.93 (3.93)  Acct: 6.01 (6.01)  time: 0.3712  data: 0.0003
[11-18 04:47:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [ 417/1669]  eta: 0:09:03  tlr: 5.1e-05  tnm: 0.47  Lm: 5.874 (5.874)  Lt: 5.185 (5.185)  Accm: 4.30 (4.30)  Acct: 6.76 (6.76)  time: 0.4960  data: 0.0002
[11-18 04:47:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [ 417/1669]  eta: 0:09:03  tlr: 5.1e-05  tnm: 0.47  Lm: 5.929 (5.929)  Lt: 5.288 (5.288)  Accm: 4.13 (4.13)  Acct: 6.34 (6.34)  time: 0.4960  data: 0.0003
[11-18 04:47:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [ 417/1669]  eta: 0:09:03  tlr: 5.1e-05  tnm: 0.47  Lm: 5.884 (5.884)  Lt: 5.241 (5.241)  Accm: 4.26 (4.26)  Acct: 6.56 (6.56)  time: 0.4960  data: 0.0002
[11-18 04:47:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [ 417/1669]  eta: 0:09:03  tlr: 5.1e-05  tnm: 0.47  Lm: 5.854 (5.854)  Lt: 5.174 (5.174)  Accm: 4.27 (4.27)  Acct: 6.47 (6.47)  time: 0.4960  data: 0.0002
[11-18 04:50:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [ 834/1669]  eta: 0:06:01  tlr: 5e-05  tnm: 0.44  Lm: 5.843 (5.808)  Lt: 5.147 (5.139)  Accm: 4.30 (4.52)  Acct: 6.59 (6.90)  time: 0.4094  data: 0.0002
[11-18 04:50:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [ 834/1669]  eta: 0:06:01  tlr: 5e-05  tnm: 0.44  Lm: 5.890 (5.895)  Lt: 5.229 (5.253)  Accm: 4.27 (4.39)  Acct: 6.42 (6.80)  time: 0.4094  data: 0.0002
[11-18 04:50:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [ 834/1669]  eta: 0:06:01  tlr: 5e-05  tnm: 0.44  Lm: 5.823 (5.855)  Lt: 5.172 (5.181)  Accm: 4.54 (4.38)  Acct: 6.77 (6.76)  time: 0.4094  data: 0.0002
[11-18 04:50:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [ 834/1669]  eta: 0:06:01  tlr: 5e-05  tnm: 0.44  Lm: 5.914 (5.894)  Lt: 5.312 (5.264)  Accm: 3.77 (4.10)  Acct: 5.85 (6.32)  time: 0.4094  data: 0.0002
[11-18 04:53:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [1251/1669]  eta: 0:03:00  tlr: 5e-05  tnm: 0.46  Lm: 5.853 (5.868)  Lt: 5.215 (5.212)  Accm: 4.14 (4.20)  Acct: 6.39 (6.47)  time: 0.4066  data: 0.0002
[11-18 04:53:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [1251/1669]  eta: 0:03:00  tlr: 5e-05  tnm: 0.46  Lm: 5.820 (5.836)  Lt: 5.155 (5.162)  Accm: 4.59 (4.45)  Acct: 6.84 (6.80)  time: 0.4066  data: 0.0002
[11-18 04:53:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [1251/1669]  eta: 0:03:00  tlr: 5e-05  tnm: 0.46  Lm: 5.859 (5.875)  Lt: 5.211 (5.238)  Accm: 4.34 (4.40)  Acct: 6.47 (6.73)  time: 0.4066  data: 0.0002
[11-18 04:53:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [1251/1669]  eta: 0:03:00  tlr: 5e-05  tnm: 0.46  Lm: 5.853 (5.822)  Lt: 5.174 (5.158)  Accm: 4.27 (4.43)  Acct: 6.47 (6.71)  time: 0.4066  data: 0.0002
[11-18 04:56:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [1668/1669]  eta: 0:00:00  tlr: 5e-05  tnm: 0.47  Lm: 5.843 (5.825)  Lt: 5.181 (5.163)  Accm: 4.30 (4.44)  Acct: 6.59 (6.69)  time: 0.4549  data: 0.0019
[11-18 04:56:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 242/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 04:56:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [1668/1669]  eta: 0:00:00  tlr: 5e-05  tnm: 0.47  Lm: 5.890 (5.891)  Lt: 5.229 (5.259)  Accm: 4.27 (4.26)  Acct: 6.42 (6.43)  time: 0.4549  data: 0.0016
[11-18 04:56:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [1668/1669]  eta: 0:00:00  tlr: 5e-05  tnm: 0.47  Lm: 5.823 (5.850)  Lt: 5.172 (5.180)  Accm: 4.54 (4.37)  Acct: 6.77 (6.74)  time: 0.4549  data: 0.0021
[11-18 04:56:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 242/350]  [1668/1669]  eta: 0:00:00  tlr: 5e-05  tnm: 0.47  Lm: 5.802 (5.855)  Lt: 5.132 (5.196)  Accm: 4.51 (4.31)  Acct: 6.92 (6.62)  time: 0.4549  data: 0.0015
[11-18 04:56:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 242/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 04:56:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 242/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 04:56:06] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 242/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 04:56:06] (/home/user/VAR/train.py , line 276)=>      [ep242]  (training )  Lm: 5.833 (5.853), Lt: 5.179 (5.201),  Acc m&t: 4.49 6.86,  Remain: 20:43:36,  Finish: 2024-11-18 09:39
[11-18 04:56:06] (/home/user/VAR/train.py , line 276)=>      [ep242]  (training )  Lm: 5.833 (5.853), Lt: 5.179 (5.201),  Acc m&t: 4.49 6.86,  Remain: 20:43:34,  Finish: 2024-11-18 09:39
[11-18 04:56:06] (/home/user/VAR/train.py , line 276)=>      [ep242]  (training )  Lm: 5.833 (5.853), Lt: 5.179 (5.201),  Acc m&t: 4.49 6.86,  Remain: 20:42:15,  Finish: 2024-11-18 09:38
[11-18 04:56:06] (/home/user/VAR/train.py , line 276)=>      [ep242]  (training )  Lm: 5.833 (5.853), Lt: 5.179 (5.201),  Acc m&t: 4.49 6.86,  Remain: 20:42:12,  Finish: 2024-11-18 09:38
[11-18 04:56:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [   0/1669]  eta: 0:10:38  tlr: 5e-05  tnm: 0.47  Lm: 5.654 (5.654)  Lt: 4.979 (4.979)  Accm: 5.32 (5.32)  Acct: 8.23 (8.23)  time: 0.3828  data: 0.0005
[11-18 04:56:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [   0/1669]  eta: 0:10:38  tlr: 5e-05  tnm: 0.47  Lm: 5.840 (5.840)  Lt: 5.154 (5.154)  Accm: 4.51 (4.51)  Acct: 7.21 (7.21)  time: 0.3828  data: 0.0004
[11-18 04:56:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [   0/1669]  eta: 0:10:39  tlr: 5e-05  tnm: 0.47  Lm: 5.853 (5.853)  Lt: 5.205 (5.205)  Accm: 4.49 (4.49)  Acct: 6.56 (6.56)  time: 0.3833  data: 0.0003
[11-18 04:56:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [   0/1669]  eta: 0:10:39  tlr: 5e-05  tnm: 0.47  Lm: 5.830 (5.830)  Lt: 5.156 (5.156)  Accm: 4.34 (4.34)  Acct: 6.68 (6.68)  time: 0.3830  data: 0.0003
[11-18 04:59:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [ 417/1669]  eta: 0:09:01  tlr: 5e-05  tnm: 0.46  Lm: 5.872 (5.872)  Lt: 5.201 (5.201)  Accm: 4.21 (4.21)  Acct: 6.69 (6.69)  time: 0.4548  data: 0.0003
[11-18 04:59:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [ 417/1669]  eta: 0:09:01  tlr: 5e-05  tnm: 0.46  Lm: 5.778 (5.778)  Lt: 5.097 (5.097)  Accm: 4.72 (4.72)  Acct: 7.40 (7.40)  time: 0.4548  data: 0.0002
[11-18 04:59:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [ 417/1669]  eta: 0:09:01  tlr: 5e-05  tnm: 0.46  Lm: 5.738 (5.738)  Lt: 5.055 (5.055)  Accm: 4.92 (4.92)  Acct: 7.62 (7.62)  time: 0.4548  data: 0.0002
[11-18 04:59:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [ 417/1669]  eta: 0:09:01  tlr: 5e-05  tnm: 0.46  Lm: 5.857 (5.857)  Lt: 5.218 (5.218)  Accm: 4.31 (4.31)  Acct: 6.53 (6.53)  time: 0.4549  data: 0.0002
[11-18 05:02:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [ 834/1669]  eta: 0:05:57  tlr: 5e-05  tnm: 0.47  Lm: 5.861 (5.863)  Lt: 5.231 (5.233)  Accm: 4.28 (4.30)  Acct: 6.49 (6.43)  time: 0.4077  data: 0.0003
[11-18 05:02:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [ 834/1669]  eta: 0:05:57  tlr: 5e-05  tnm: 0.47  Lm: 5.822 (5.775)  Lt: 5.132 (5.094)  Accm: 4.70 (4.85)  Acct: 7.20 (7.48)  time: 0.4077  data: 0.0002
[11-18 05:02:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [ 834/1669]  eta: 0:05:57  tlr: 5e-05  tnm: 0.47  Lm: 5.840 (5.807)  Lt: 5.154 (5.141)  Accm: 4.51 (4.51)  Acct: 7.21 (6.91)  time: 0.4077  data: 0.0002
[11-18 05:02:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [ 834/1669]  eta: 0:05:57  tlr: 5e-05  tnm: 0.47  Lm: 5.830 (5.856)  Lt: 5.176 (5.193)  Accm: 4.34 (4.40)  Acct: 6.70 (6.88)  time: 0.4077  data: 0.0002
[11-18 05:05:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [1251/1669]  eta: 0:02:58  tlr: 5e-05  tnm: 0.49  Lm: 5.826 (5.846)  Lt: 5.175 (5.188)  Accm: 4.50 (4.47)  Acct: 6.97 (6.98)  time: 0.4515  data: 0.0003
[11-18 05:05:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [1251/1669]  eta: 0:02:58  tlr: 5e-05  tnm: 0.49  Lm: 5.857 (5.861)  Lt: 5.220 (5.227)  Accm: 4.38 (4.37)  Acct: 6.53 (6.57)  time: 0.4515  data: 0.0002
[11-18 05:05:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [1251/1669]  eta: 0:02:58  tlr: 5e-05  tnm: 0.49  Lm: 5.836 (5.802)  Lt: 5.152 (5.133)  Accm: 4.61 (4.65)  Acct: 7.10 (7.15)  time: 0.4515  data: 0.0002
[11-18 05:05:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [1251/1669]  eta: 0:02:58  tlr: 5e-05  tnm: 0.49  Lm: 5.852 (5.825)  Lt: 5.181 (5.157)  Accm: 4.47 (4.49)  Acct: 7.21 (6.98)  time: 0.4515  data: 0.0002
[11-18 05:08:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [1668/1669]  eta: 0:00:00  tlr: 5e-05  tnm: 0.43  Lm: 5.852 (5.830)  Lt: 5.208 (5.175)  Accm: 4.44 (4.43)  Acct: 7.20 (6.87)  time: 0.4918  data: 0.0015
[11-18 05:08:01] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 243/350]   Total time:      0:11:55   (0.428 s / it)
[11-18 05:08:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [1668/1669]  eta: 0:00:00  tlr: 5e-05  tnm: 0.43  Lm: 5.828 (5.807)  Lt: 5.172 (5.144)  Accm: 4.52 (4.62)  Acct: 7.16 (7.16)  time: 0.4918  data: 0.0014
[11-18 05:08:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [1668/1669]  eta: 0:00:00  tlr: 5e-05  tnm: 0.43  Lm: 5.861 (5.875)  Lt: 5.231 (5.236)  Accm: 4.28 (4.34)  Acct: 6.56 (6.59)  time: 0.4918  data: 0.0019
[11-18 05:08:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 243/350]  [1668/1669]  eta: 0:00:00  tlr: 5e-05  tnm: 0.43  Lm: 5.822 (5.840)  Lt: 5.173 (5.176)  Accm: 4.34 (4.44)  Acct: 6.71 (6.93)  time: 0.4918  data: 0.0014
[11-18 05:08:01] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 243/350]   Total time:      0:11:55   (0.428 s / it)
[11-18 05:08:01] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 243/350]   Total time:      0:11:55   (0.428 s / it)
[11-18 05:08:01] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 243/350]   Total time:      0:11:55   (0.428 s / it)
[11-18 05:08:01] (/home/user/VAR/train.py , line 276)=>      [ep243]  (training )  Lm: 5.833 (5.836), Lt: 5.179 (5.181),  Acc m&t: 4.49 6.88,  Remain: 20:35:25,  Finish: 2024-11-18 09:43
[11-18 05:08:01] (/home/user/VAR/train.py , line 276)=>      [ep243]  (training )  Lm: 5.833 (5.836), Lt: 5.179 (5.181),  Acc m&t: 4.49 6.88,  Remain: 20:35:26,  Finish: 2024-11-18 09:43
[11-18 05:08:01] (/home/user/VAR/train.py , line 276)=>      [ep243]  (training )  Lm: 5.833 (5.836), Lt: 5.179 (5.181),  Acc m&t: 4.49 6.88,  Remain: 20:35:27,  Finish: 2024-11-18 09:43
[11-18 05:08:01] (/home/user/VAR/train.py , line 276)=>      [ep243]  (training )  Lm: 5.833 (5.836), Lt: 5.179 (5.181),  Acc m&t: 4.49 6.88,  Remain: 20:35:45,  Finish: 2024-11-18 09:43
[11-18 05:08:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [   0/1669]  eta: 0:09:07  tlr: 5e-05  tnm: 0.49  Lm: 5.841 (5.841)  Lt: 5.149 (5.149)  Accm: 4.33 (4.33)  Acct: 7.27 (7.27)  time: 0.3281  data: 0.0004
[11-18 05:08:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [   0/1669]  eta: 0:11:51  tlr: 5e-05  tnm: 0.49  Lm: 5.959 (5.959)  Lt: 5.314 (5.314)  Accm: 3.82 (3.82)  Acct: 6.08 (6.08)  time: 0.4265  data: 0.0002
[11-18 05:08:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [   0/1669]  eta: 0:14:20  tlr: 5e-05  tnm: 0.49  Lm: 5.804 (5.804)  Lt: 5.142 (5.142)  Accm: 4.42 (4.42)  Acct: 6.84 (6.84)  time: 0.5155  data: 0.0004
[11-18 05:08:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [   0/1669]  eta: 0:14:33  tlr: 5e-05  tnm: 0.49  Lm: 5.884 (5.884)  Lt: 5.245 (5.245)  Accm: 4.35 (4.35)  Acct: 6.11 (6.11)  time: 0.5234  data: 0.0004
[11-18 05:11:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [ 417/1669]  eta: 0:08:57  tlr: 5e-05  tnm: 0.47  Lm: 5.885 (5.885)  Lt: 5.231 (5.231)  Accm: 4.29 (4.29)  Acct: 6.48 (6.48)  time: 0.4149  data: 0.0002
[11-18 05:11:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [ 417/1669]  eta: 0:08:57  tlr: 5e-05  tnm: 0.47  Lm: 5.886 (5.886)  Lt: 5.201 (5.201)  Accm: 4.27 (4.27)  Acct: 6.92 (6.92)  time: 0.4149  data: 0.0002
[11-18 05:11:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [ 417/1669]  eta: 0:08:57  tlr: 5e-05  tnm: 0.47  Lm: 5.845 (5.845)  Lt: 5.213 (5.213)  Accm: 4.32 (4.32)  Acct: 6.59 (6.59)  time: 0.4149  data: 0.0002
[11-18 05:11:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [ 417/1669]  eta: 0:08:57  tlr: 5e-05  tnm: 0.47  Lm: 5.951 (5.951)  Lt: 5.314 (5.314)  Accm: 3.93 (3.93)  Acct: 6.03 (6.03)  time: 0.4149  data: 0.0002
[11-18 05:13:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [ 834/1669]  eta: 0:05:54  tlr: 5e-05  tnm: 0.48  Lm: 5.945 (5.949)  Lt: 5.314 (5.321)  Accm: 4.02 (3.96)  Acct: 5.99 (6.00)  time: 0.4083  data: 0.0002
[11-18 05:13:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [ 834/1669]  eta: 0:05:54  tlr: 5e-05  tnm: 0.48  Lm: 5.884 (5.884)  Lt: 5.244 (5.235)  Accm: 4.30 (4.30)  Acct: 6.65 (6.54)  time: 0.4083  data: 0.0002
[11-18 05:13:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [ 834/1669]  eta: 0:05:54  tlr: 5e-05  tnm: 0.48  Lm: 5.888 (5.886)  Lt: 5.252 (5.225)  Accm: 4.33 (4.32)  Acct: 6.58 (6.79)  time: 0.4083  data: 0.0002
[11-18 05:13:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [ 834/1669]  eta: 0:05:54  tlr: 5e-05  tnm: 0.48  Lm: 5.885 (5.917)  Lt: 5.283 (5.292)  Accm: 4.22 (4.13)  Acct: 6.34 (6.22)  time: 0.4083  data: 0.0003
[11-18 05:16:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [1251/1669]  eta: 0:02:58  tlr: 4.9e-05  tnm: 0.47  Lm: 5.845 (5.889)  Lt: 5.213 (5.246)  Accm: 4.32 (4.24)  Acct: 6.59 (6.47)  time: 0.4093  data: 0.0003
[11-18 05:16:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [1251/1669]  eta: 0:02:58  tlr: 4.9e-05  tnm: 0.47  Lm: 5.944 (5.900)  Lt: 5.314 (5.254)  Accm: 4.04 (4.19)  Acct: 6.03 (6.34)  time: 0.4093  data: 0.0003
[11-18 05:16:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [1251/1669]  eta: 0:02:58  tlr: 4.9e-05  tnm: 0.47  Lm: 5.883 (5.884)  Lt: 5.243 (5.227)  Accm: 4.34 (4.32)  Acct: 6.55 (6.71)  time: 0.4093  data: 0.0002
[11-18 05:16:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [1251/1669]  eta: 0:02:58  tlr: 4.9e-05  tnm: 0.47  Lm: 5.883 (5.881)  Lt: 5.230 (5.229)  Accm: 4.27 (4.28)  Acct: 6.59 (6.53)  time: 0.4093  data: 0.0002
[11-18 05:19:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [1668/1669]  eta: 0:00:00  tlr: 4.9e-05  tnm: 0.49  Lm: 5.882 (5.862)  Lt: 5.216 (5.202)  Accm: 4.30 (4.31)  Acct: 6.65 (6.59)  time: 0.4095  data: 0.0025
[11-18 05:19:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 244/350]   Total time:      0:11:54   (0.428 s / it)
[11-18 05:19:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [1668/1669]  eta: 0:00:00  tlr: 4.9e-05  tnm: 0.49  Lm: 5.885 (5.890)  Lt: 5.227 (5.242)  Accm: 4.22 (4.18)  Acct: 6.34 (6.38)  time: 0.4095  data: 0.0013
[11-18 05:19:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [1668/1669]  eta: 0:00:00  tlr: 4.9e-05  tnm: 0.49  Lm: 5.942 (5.893)  Lt: 5.314 (5.254)  Accm: 4.05 (4.20)  Acct: 6.08 (6.39)  time: 0.4095  data: 0.0021
[11-18 05:19:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 244/350]  [1668/1669]  eta: 0:00:00  tlr: 4.9e-05  tnm: 0.49  Lm: 5.877 (5.872)  Lt: 5.233 (5.222)  Accm: 4.33 (4.27)  Acct: 6.53 (6.61)  time: 0.4095  data: 0.0017
[11-18 05:19:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 244/350]   Total time:      0:11:54   (0.428 s / it)
[11-18 05:19:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 244/350]   Total time:      0:11:54   (0.428 s / it)
[11-18 05:19:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 244/350]   Total time:      0:11:54   (0.428 s / it)
[11-18 05:19:56] (/home/user/VAR/train.py , line 276)=>      [ep244]  (training )  Lm: 5.833 (5.854), Lt: 5.179 (5.201),  Acc m&t: 4.49 6.88,  Remain: 20:11:14,  Finish: 2024-11-18 09:31
[11-18 05:19:56] (/home/user/VAR/train.py , line 276)=>      [ep244]  (training )  Lm: 5.833 (5.854), Lt: 5.179 (5.201),  Acc m&t: 4.49 6.88,  Remain: 20:11:40,  Finish: 2024-11-18 09:31
[11-18 05:19:56] (/home/user/VAR/train.py , line 276)=>      [ep244]  (training )  Lm: 5.833 (5.854), Lt: 5.179 (5.201),  Acc m&t: 4.49 6.88,  Remain: 20:10:59,  Finish: 2024-11-18 09:30
[11-18 05:19:56] (/home/user/VAR/train.py , line 276)=>      [ep244]  (training )  Lm: 5.833 (5.854), Lt: 5.179 (5.201),  Acc m&t: 4.49 6.88,  Remain: 20:11:02,  Finish: 2024-11-18 09:30
[11-18 05:19:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [   0/1669]  eta: 0:10:10  tlr: 4.9e-05  tnm: 0.45  Lm: 5.918 (5.918)  Lt: 5.288 (5.288)  Accm: 4.48 (4.48)  Acct: 7.09 (7.09)  time: 0.3658  data: 0.0003
[11-18 05:19:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [   0/1669]  eta: 0:10:16  tlr: 4.9e-05  tnm: 0.45  Lm: 6.033 (6.033)  Lt: 5.411 (5.411)  Accm: 3.57 (3.57)  Acct: 5.75 (5.75)  time: 0.3697  data: 0.0004
[11-18 05:19:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [   0/1669]  eta: 0:10:17  tlr: 4.9e-05  tnm: 0.45  Lm: 5.855 (5.855)  Lt: 5.218 (5.218)  Accm: 4.31 (4.31)  Acct: 6.42 (6.42)  time: 0.3698  data: 0.0004
[11-18 05:19:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [   0/1669]  eta: 0:10:17  tlr: 4.9e-05  tnm: 0.45  Lm: 5.856 (5.856)  Lt: 5.174 (5.174)  Accm: 4.67 (4.67)  Acct: 7.30 (7.30)  time: 0.3697  data: 0.0004
[11-18 05:22:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [ 417/1669]  eta: 0:09:01  tlr: 4.9e-05  tnm: 0.47  Lm: 5.797 (5.797)  Lt: 5.116 (5.116)  Accm: 4.65 (4.65)  Acct: 7.13 (7.13)  time: 0.4516  data: 0.0003
[11-18 05:22:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [ 417/1669]  eta: 0:09:01  tlr: 4.9e-05  tnm: 0.47  Lm: 5.884 (5.884)  Lt: 5.267 (5.267)  Accm: 4.47 (4.47)  Acct: 6.87 (6.87)  time: 0.4516  data: 0.0002
[11-18 05:22:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [ 417/1669]  eta: 0:09:01  tlr: 4.9e-05  tnm: 0.47  Lm: 5.832 (5.832)  Lt: 5.186 (5.186)  Accm: 4.39 (4.39)  Acct: 6.63 (6.63)  time: 0.4516  data: 0.0002
[11-18 05:22:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [ 417/1669]  eta: 0:09:01  tlr: 4.9e-05  tnm: 0.47  Lm: 5.900 (5.900)  Lt: 5.267 (5.267)  Accm: 4.29 (4.29)  Acct: 6.50 (6.50)  time: 0.4516  data: 0.0002
[11-18 05:25:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [ 834/1669]  eta: 0:05:55  tlr: 4.9e-05  tnm: 0.45  Lm: 5.879 (5.893)  Lt: 5.246 (5.260)  Accm: 4.12 (4.24)  Acct: 6.49 (6.50)  time: 0.4083  data: 0.0002
[11-18 05:25:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [ 834/1669]  eta: 0:05:55  tlr: 4.9e-05  tnm: 0.45  Lm: 5.810 (5.800)  Lt: 5.154 (5.137)  Accm: 4.47 (4.63)  Acct: 6.84 (7.08)  time: 0.4083  data: 0.0002
[11-18 05:25:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [ 834/1669]  eta: 0:05:55  tlr: 4.9e-05  tnm: 0.45  Lm: 5.851 (5.827)  Lt: 5.246 (5.178)  Accm: 4.48 (4.68)  Acct: 7.09 (7.21)  time: 0.4083  data: 0.0003
[11-18 05:25:51] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [ 834/1669]  eta: 0:05:55  tlr: 4.9e-05  tnm: 0.45  Lm: 5.743 (5.779)  Lt: 5.126 (5.119)  Accm: 4.67 (4.78)  Acct: 7.30 (7.31)  time: 0.4083  data: 0.0002
[11-18 05:28:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [1251/1669]  eta: 0:02:58  tlr: 4.9e-05  tnm: 0.47  Lm: 5.797 (5.797)  Lt: 5.150 (5.145)  Accm: 4.65 (4.66)  Acct: 7.13 (7.20)  time: 0.4150  data: 0.0002
[11-18 05:28:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [1251/1669]  eta: 0:02:58  tlr: 4.9e-05  tnm: 0.47  Lm: 5.827 (5.863)  Lt: 5.184 (5.223)  Accm: 4.41 (4.35)  Acct: 6.87 (6.68)  time: 0.4150  data: 0.0002
[11-18 05:28:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [1251/1669]  eta: 0:02:58  tlr: 4.9e-05  tnm: 0.47  Lm: 5.782 (5.795)  Lt: 5.168 (5.156)  Accm: 4.78 (4.78)  Acct: 7.40 (7.33)  time: 0.4150  data: 0.0002
[11-18 05:28:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [1251/1669]  eta: 0:02:58  tlr: 4.9e-05  tnm: 0.47  Lm: 5.772 (5.781)  Lt: 5.107 (5.117)  Accm: 4.78 (4.74)  Acct: 7.15 (7.18)  time: 0.4150  data: 0.0002
[11-18 05:31:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [1668/1669]  eta: 0:00:00  tlr: 4.9e-05  tnm: 0.47  Lm: 5.810 (5.804)  Lt: 5.154 (5.144)  Accm: 4.47 (4.63)  Acct: 6.84 (6.97)  time: 0.4130  data: 0.0018
[11-18 05:31:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 245/350]   Total time:      0:11:56   (0.429 s / it)
[11-18 05:31:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [1668/1669]  eta: 0:00:00  tlr: 4.9e-05  tnm: 0.47  Lm: 5.851 (5.818)  Lt: 5.246 (5.175)  Accm: 4.48 (4.67)  Acct: 7.09 (7.15)  time: 0.4130  data: 0.0018
[11-18 05:31:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [1668/1669]  eta: 0:00:00  tlr: 4.9e-05  tnm: 0.47  Lm: 5.879 (5.867)  Lt: 5.246 (5.231)  Accm: 4.12 (4.25)  Acct: 6.49 (6.47)  time: 0.4130  data: 0.0015
[11-18 05:31:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 245/350]  [1668/1669]  eta: 0:00:00  tlr: 4.9e-05  tnm: 0.47  Lm: 5.743 (5.785)  Lt: 5.126 (5.137)  Accm: 4.67 (4.75)  Acct: 7.30 (7.24)  time: 0.4130  data: 0.0016
[11-18 05:31:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 245/350]   Total time:      0:11:56   (0.429 s / it)
[11-18 05:31:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 245/350]   Total time:      0:11:56   (0.429 s / it)
[11-18 05:31:52] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 245/350]   Total time:      0:11:56   (0.429 s / it)
[11-18 05:31:52] (/home/user/VAR/train.py , line 276)=>      [ep245]  (training )  Lm: 5.833 (5.847), Lt: 5.179 (5.196),  Acc m&t: 4.49 6.88,  Remain: 20:14:29,  Finish: 2024-11-18 09:46
[11-18 05:31:52] (/home/user/VAR/train.py , line 276)=>      [ep245]  (training )  Lm: 5.833 (5.847), Lt: 5.179 (5.196),  Acc m&t: 4.49 6.88,  Remain: 20:14:53,  Finish: 2024-11-18 09:46
[11-18 05:31:52] (/home/user/VAR/train.py , line 276)=>      [ep245]  (training )  Lm: 5.833 (5.847), Lt: 5.179 (5.196),  Acc m&t: 4.49 6.88,  Remain: 20:15:06,  Finish: 2024-11-18 09:46
[11-18 05:31:52] (/home/user/VAR/train.py , line 276)=>      [ep245]  (training )  Lm: 5.833 (5.847), Lt: 5.179 (5.196),  Acc m&t: 4.49 6.88,  Remain: 20:14:22,  Finish: 2024-11-18 09:46
[11-18 05:31:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [   0/1669]  eta: 0:10:27  tlr: 4.9e-05  tnm: 0.51  Lm: 5.779 (5.779)  Lt: 5.105 (5.105)  Accm: 4.83 (4.83)  Acct: 7.42 (7.42)  time: 0.3759  data: 0.0004
[11-18 05:31:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [   0/1669]  eta: 0:10:26  tlr: 4.9e-05  tnm: 0.51  Lm: 5.857 (5.857)  Lt: 5.146 (5.146)  Accm: 4.39 (4.39)  Acct: 7.11 (7.11)  time: 0.3755  data: 0.0004
[11-18 05:31:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [   0/1669]  eta: 0:10:26  tlr: 4.9e-05  tnm: 0.51  Lm: 5.899 (5.899)  Lt: 5.281 (5.281)  Accm: 4.21 (4.21)  Acct: 6.10 (6.10)  time: 0.3756  data: 0.0004
[11-18 05:31:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [   0/1669]  eta: 0:10:29  tlr: 4.9e-05  tnm: 0.51  Lm: 5.886 (5.886)  Lt: 5.236 (5.236)  Accm: 4.30 (4.30)  Acct: 6.58 (6.58)  time: 0.3769  data: 0.0004
[11-18 05:34:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [ 417/1669]  eta: 0:08:48  tlr: 4.9e-05  tnm: 0.46  Lm: 5.875 (5.875)  Lt: 5.237 (5.237)  Accm: 4.39 (4.39)  Acct: 6.71 (6.71)  time: 0.4098  data: 0.0003
[11-18 05:34:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [ 417/1669]  eta: 0:08:48  tlr: 4.9e-05  tnm: 0.46  Lm: 5.851 (5.851)  Lt: 5.145 (5.145)  Accm: 4.29 (4.29)  Acct: 6.85 (6.85)  time: 0.4098  data: 0.0002
[11-18 05:34:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [ 417/1669]  eta: 0:08:48  tlr: 4.9e-05  tnm: 0.46  Lm: 5.864 (5.864)  Lt: 5.190 (5.190)  Accm: 4.36 (4.36)  Acct: 6.88 (6.88)  time: 0.4098  data: 0.0002
[11-18 05:34:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [ 417/1669]  eta: 0:08:48  tlr: 4.9e-05  tnm: 0.46  Lm: 5.825 (5.825)  Lt: 5.183 (5.183)  Accm: 4.70 (4.70)  Acct: 6.86 (6.86)  time: 0.4098  data: 0.0002
[11-18 05:37:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [ 834/1669]  eta: 0:05:55  tlr: 4.9e-05  tnm: 0.47  Lm: 5.751 (5.790)  Lt: 5.086 (5.137)  Accm: 4.86 (4.75)  Acct: 7.61 (7.11)  time: 0.5000  data: 0.0002
[11-18 05:37:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [ 834/1669]  eta: 0:05:55  tlr: 4.9e-05  tnm: 0.47  Lm: 5.844 (5.800)  Lt: 5.144 (5.114)  Accm: 4.39 (4.53)  Acct: 7.11 (7.07)  time: 0.5000  data: 0.0002
[11-18 05:37:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [ 834/1669]  eta: 0:05:55  tlr: 4.9e-05  tnm: 0.47  Lm: 5.846 (5.858)  Lt: 5.216 (5.199)  Accm: 4.42 (4.38)  Acct: 6.87 (6.88)  time: 0.5000  data: 0.0002
[11-18 05:37:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [ 834/1669]  eta: 0:05:55  tlr: 4.9e-05  tnm: 0.47  Lm: 5.864 (5.855)  Lt: 5.236 (5.192)  Accm: 4.48 (4.53)  Acct: 6.85 (6.92)  time: 0.5000  data: 0.0002
[11-18 05:40:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [1251/1669]  eta: 0:02:59  tlr: 4.9e-05  tnm: 0.47  Lm: 5.840 (5.803)  Lt: 5.169 (5.141)  Accm: 4.64 (4.70)  Acct: 7.09 (7.15)  time: 0.5055  data: 0.0002
[11-18 05:40:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [1251/1669]  eta: 0:02:59  tlr: 4.9e-05  tnm: 0.47  Lm: 5.829 (5.804)  Lt: 5.145 (5.126)  Accm: 4.52 (4.56)  Acct: 7.27 (7.16)  time: 0.5055  data: 0.0002
[11-18 05:40:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [1251/1669]  eta: 0:02:59  tlr: 4.9e-05  tnm: 0.47  Lm: 5.813 (5.825)  Lt: 5.161 (5.162)  Accm: 4.63 (4.52)  Acct: 7.15 (7.06)  time: 0.5055  data: 0.0002
[11-18 05:40:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [1251/1669]  eta: 0:02:59  tlr: 4.9e-05  tnm: 0.47  Lm: 5.825 (5.832)  Lt: 5.183 (5.190)  Accm: 4.53 (4.51)  Acct: 6.85 (6.78)  time: 0.5055  data: 0.0002
[11-18 05:43:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [1668/1669]  eta: 0:00:00  tlr: 4.8e-05  tnm: 0.49  Lm: 5.815 (5.829)  Lt: 5.162 (5.185)  Accm: 4.68 (4.54)  Acct: 7.09 (6.84)  time: 0.4146  data: 0.0017
[11-18 05:43:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 246/350]   Total time:      0:11:49   (0.425 s / it)
[11-18 05:43:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [1668/1669]  eta: 0:00:00  tlr: 4.8e-05  tnm: 0.49  Lm: 5.844 (5.838)  Lt: 5.146 (5.163)  Accm: 4.39 (4.41)  Acct: 7.11 (6.97)  time: 0.4146  data: 0.0015
[11-18 05:43:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [1668/1669]  eta: 0:00:00  tlr: 4.8e-05  tnm: 0.49  Lm: 5.779 (5.814)  Lt: 5.175 (5.165)  Accm: 4.79 (4.57)  Acct: 6.87 (6.99)  time: 0.4146  data: 0.0016
[11-18 05:43:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 246/350]  [1668/1669]  eta: 0:00:00  tlr: 4.8e-05  tnm: 0.49  Lm: 5.816 (5.792)  Lt: 5.102 (5.124)  Accm: 4.80 (4.76)  Acct: 7.33 (7.28)  time: 0.4146  data: 0.0015
[11-18 05:43:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 246/350]   Total time:      0:11:49   (0.425 s / it)
[11-18 05:43:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 246/350]   Total time:      0:11:49   (0.425 s / it)
[11-18 05:43:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 246/350]   Total time:      0:11:49   (0.425 s / it)
[11-18 05:43:42] (/home/user/VAR/train.py , line 276)=>      [ep246]  (training )  Lm: 5.833 (5.843), Lt: 5.179 (5.191),  Acc m&t: 4.49 6.88,  Remain: 19:51:35,  Finish: 2024-11-18 09:35
[11-18 05:43:42] (/home/user/VAR/train.py , line 276)=>      [ep246]  (training )  Lm: 5.833 (5.843), Lt: 5.179 (5.191),  Acc m&t: 4.49 6.88,  Remain: 19:52:15,  Finish: 2024-11-18 09:35
[11-18 05:43:42] (/home/user/VAR/train.py , line 276)=>      [ep246]  (training )  Lm: 5.833 (5.843), Lt: 5.179 (5.191),  Acc m&t: 4.49 6.88,  Remain: 19:51:11,  Finish: 2024-11-18 09:34
[11-18 05:43:42] (/home/user/VAR/train.py , line 276)=>      [ep246]  (training )  Lm: 5.833 (5.843), Lt: 5.179 (5.191),  Acc m&t: 4.49 6.88,  Remain: 19:51:54,  Finish: 2024-11-18 09:35
[11-18 05:43:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [   0/1669]  eta: 0:10:11  tlr: 4.8e-05  tnm: 0.49  Lm: 5.859 (5.859)  Lt: 5.173 (5.173)  Accm: 4.46 (4.46)  Acct: 7.08 (7.08)  time: 0.3665  data: 0.0003
[11-18 05:43:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [   0/1669]  eta: 0:10:12  tlr: 4.8e-05  tnm: 0.49  Lm: 5.747 (5.747)  Lt: 5.075 (5.075)  Accm: 4.82 (4.82)  Acct: 7.33 (7.33)  time: 0.3670  data: 0.0004
[11-18 05:43:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [   0/1669]  eta: 0:10:10  tlr: 4.8e-05  tnm: 0.49  Lm: 5.830 (5.830)  Lt: 5.162 (5.162)  Accm: 4.61 (4.61)  Acct: 6.82 (6.82)  time: 0.3659  data: 0.0003
[11-18 05:43:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [   0/1669]  eta: 0:10:13  tlr: 4.8e-05  tnm: 0.49  Lm: 5.826 (5.826)  Lt: 5.172 (5.172)  Accm: 4.47 (4.47)  Acct: 7.32 (7.32)  time: 0.3679  data: 0.0004
[11-18 05:46:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [ 417/1669]  eta: 0:08:56  tlr: 4.8e-05  tnm: 0.47  Lm: 5.816 (5.816)  Lt: 5.148 (5.148)  Accm: 4.40 (4.40)  Acct: 6.96 (6.96)  time: 0.4077  data: 0.0002
[11-18 05:46:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [ 417/1669]  eta: 0:08:56  tlr: 4.8e-05  tnm: 0.47  Lm: 5.818 (5.818)  Lt: 5.150 (5.150)  Accm: 4.63 (4.63)  Acct: 7.06 (7.06)  time: 0.4077  data: 0.0002
[11-18 05:46:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [ 417/1669]  eta: 0:08:56  tlr: 4.8e-05  tnm: 0.47  Lm: 5.783 (5.783)  Lt: 5.120 (5.120)  Accm: 4.53 (4.53)  Acct: 6.96 (6.96)  time: 0.4077  data: 0.0003
[11-18 05:46:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [ 417/1669]  eta: 0:08:56  tlr: 4.8e-05  tnm: 0.47  Lm: 5.836 (5.836)  Lt: 5.195 (5.195)  Accm: 4.58 (4.58)  Acct: 6.79 (6.79)  time: 0.4077  data: 0.0002
[11-18 05:49:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [ 834/1669]  eta: 0:06:03  tlr: 4.8e-05  tnm: 0.45  Lm: 5.830 (5.800)  Lt: 5.162 (5.149)  Accm: 4.61 (4.75)  Acct: 6.82 (7.23)  time: 0.5466  data: 0.0003
[11-18 05:49:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [ 834/1669]  eta: 0:06:03  tlr: 4.8e-05  tnm: 0.45  Lm: 5.747 (5.767)  Lt: 5.075 (5.095)  Accm: 4.82 (4.67)  Acct: 7.33 (7.31)  time: 0.5466  data: 0.0002
[11-18 05:49:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [ 834/1669]  eta: 0:06:03  tlr: 4.8e-05  tnm: 0.45  Lm: 5.806 (5.800)  Lt: 5.125 (5.140)  Accm: 4.47 (4.43)  Acct: 6.84 (6.92)  time: 0.5466  data: 0.0002
[11-18 05:49:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [ 834/1669]  eta: 0:06:03  tlr: 4.8e-05  tnm: 0.45  Lm: 5.854 (5.830)  Lt: 5.173 (5.162)  Accm: 4.71 (4.65)  Acct: 7.08 (7.18)  time: 0.5466  data: 0.0002
[11-18 05:52:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [1251/1669]  eta: 0:03:02  tlr: 4.8e-05  tnm: 0.45  Lm: 5.830 (5.824)  Lt: 5.175 (5.166)  Accm: 4.75 (4.74)  Acct: 7.21 (7.22)  time: 0.5439  data: 0.0002
[11-18 05:52:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [1251/1669]  eta: 0:03:02  tlr: 4.8e-05  tnm: 0.45  Lm: 5.741 (5.739)  Lt: 5.060 (5.078)  Accm: 4.89 (4.74)  Acct: 7.45 (7.37)  time: 0.5439  data: 0.0002
[11-18 05:52:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [1251/1669]  eta: 0:03:02  tlr: 4.8e-05  tnm: 0.45  Lm: 5.816 (5.810)  Lt: 5.148 (5.152)  Accm: 4.47 (4.45)  Acct: 6.81 (6.89)  time: 0.5439  data: 0.0002
[11-18 05:52:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [1251/1669]  eta: 0:03:02  tlr: 4.8e-05  tnm: 0.45  Lm: 5.836 (5.826)  Lt: 5.195 (5.173)  Accm: 4.58 (4.60)  Acct: 6.79 (7.04)  time: 0.5439  data: 0.0002
[11-18 05:55:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [1668/1669]  eta: 0:00:00  tlr: 4.8e-05  tnm: 0.49  Lm: 5.843 (5.849)  Lt: 5.229 (5.205)  Accm: 4.55 (4.51)  Acct: 6.77 (6.84)  time: 0.4115  data: 0.0015
[11-18 05:55:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 247/350]   Total time:      0:12:00   (0.431 s / it)
[11-18 05:55:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [1668/1669]  eta: 0:00:00  tlr: 4.8e-05  tnm: 0.49  Lm: 5.854 (5.856)  Lt: 5.178 (5.196)  Accm: 4.71 (4.60)  Acct: 7.08 (7.10)  time: 0.4115  data: 0.0015
[11-18 05:55:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [1668/1669]  eta: 0:00:00  tlr: 4.8e-05  tnm: 0.49  Lm: 5.747 (5.778)  Lt: 5.075 (5.127)  Accm: 4.82 (4.65)  Acct: 7.33 (7.19)  time: 0.4115  data: 0.0017
[11-18 05:55:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 247/350]  [1668/1669]  eta: 0:00:00  tlr: 4.8e-05  tnm: 0.49  Lm: 5.823 (5.812)  Lt: 5.164 (5.155)  Accm: 4.47 (4.46)  Acct: 6.82 (6.87)  time: 0.4115  data: 0.0018
[11-18 05:55:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 247/350]   Total time:      0:12:00   (0.431 s / it)
[11-18 05:55:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 247/350]   Total time:      0:12:00   (0.431 s / it)
[11-18 05:55:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 247/350]   Total time:      0:12:00   (0.431 s / it)
[11-18 05:55:42] (/home/user/VAR/train.py , line 276)=>      [ep247]  (training )  Lm: 5.833 (5.843), Lt: 5.179 (5.191),  Acc m&t: 4.49 6.88,  Remain: 19:43:21,  Finish: 2024-11-18 09:39
[11-18 05:55:42] (/home/user/VAR/train.py , line 276)=>      [ep247]  (training )  Lm: 5.833 (5.843), Lt: 5.179 (5.191),  Acc m&t: 4.49 6.88,  Remain: 19:43:31,  Finish: 2024-11-18 09:39
[11-18 05:55:42] (/home/user/VAR/train.py , line 276)=>      [ep247]  (training )  Lm: 5.833 (5.843), Lt: 5.179 (5.191),  Acc m&t: 4.49 6.88,  Remain: 19:43:24,  Finish: 2024-11-18 09:39
[11-18 05:55:42] (/home/user/VAR/train.py , line 276)=>      [ep247]  (training )  Lm: 5.833 (5.843), Lt: 5.179 (5.191),  Acc m&t: 4.49 6.88,  Remain: 19:43:20,  Finish: 2024-11-18 09:39
[11-18 05:55:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [   0/1669]  eta: 0:10:26  tlr: 4.8e-05  tnm: 0.47  Lm: 5.851 (5.851)  Lt: 5.226 (5.226)  Accm: 4.45 (4.45)  Acct: 6.80 (6.80)  time: 0.3755  data: 0.0004
[11-18 05:55:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [   0/1669]  eta: 0:10:26  tlr: 4.8e-05  tnm: 0.47  Lm: 5.876 (5.876)  Lt: 5.201 (5.201)  Accm: 4.24 (4.24)  Acct: 6.56 (6.56)  time: 0.3756  data: 0.0004
[11-18 05:55:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [   0/1669]  eta: 0:10:26  tlr: 4.8e-05  tnm: 0.47  Lm: 5.836 (5.836)  Lt: 5.158 (5.158)  Accm: 4.33 (4.33)  Acct: 6.63 (6.63)  time: 0.3755  data: 0.0004
[11-18 05:55:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [   0/1669]  eta: 0:10:26  tlr: 4.8e-05  tnm: 0.47  Lm: 6.015 (6.015)  Lt: 5.333 (5.333)  Accm: 3.93 (3.93)  Acct: 6.46 (6.46)  time: 0.3757  data: 0.0004
[11-18 05:58:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [ 417/1669]  eta: 0:08:51  tlr: 4.8e-05  tnm: 0.47  Lm: 6.021 (6.021)  Lt: 5.372 (5.372)  Accm: 3.86 (3.86)  Acct: 6.20 (6.20)  time: 0.4061  data: 0.0002
[11-18 05:58:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [ 417/1669]  eta: 0:08:51  tlr: 4.8e-05  tnm: 0.47  Lm: 5.773 (5.773)  Lt: 5.106 (5.106)  Accm: 4.79 (4.79)  Acct: 7.27 (7.27)  time: 0.4061  data: 0.0002
[11-18 05:58:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [ 417/1669]  eta: 0:08:51  tlr: 4.8e-05  tnm: 0.47  Lm: 5.821 (5.821)  Lt: 5.173 (5.173)  Accm: 4.49 (4.49)  Acct: 6.98 (6.98)  time: 0.4061  data: 0.0002
[11-18 05:58:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [ 417/1669]  eta: 0:08:51  tlr: 4.8e-05  tnm: 0.47  Lm: 5.838 (5.838)  Lt: 5.150 (5.150)  Accm: 4.41 (4.41)  Acct: 6.68 (6.68)  time: 0.4061  data: 0.0002
[11-18 06:01:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [ 834/1669]  eta: 0:06:00  tlr: 4.8e-05  tnm: 0.50  Lm: 5.839 (5.841)  Lt: 5.158 (5.161)  Accm: 4.48 (4.45)  Acct: 6.73 (6.80)  time: 0.4932  data: 0.0002
[11-18 06:01:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [ 834/1669]  eta: 0:06:00  tlr: 4.8e-05  tnm: 0.50  Lm: 5.846 (5.797)  Lt: 5.171 (5.128)  Accm: 4.61 (4.73)  Acct: 7.35 (7.30)  time: 0.4932  data: 0.0002
[11-18 06:01:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [ 834/1669]  eta: 0:06:00  tlr: 4.8e-05  tnm: 0.50  Lm: 6.015 (5.957)  Lt: 5.333 (5.298)  Accm: 3.93 (4.05)  Acct: 6.46 (6.43)  time: 0.4932  data: 0.0002
[11-18 06:01:43] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [ 834/1669]  eta: 0:06:00  tlr: 4.8e-05  tnm: 0.50  Lm: 5.851 (5.842)  Lt: 5.226 (5.192)  Accm: 4.45 (4.38)  Acct: 6.80 (6.74)  time: 0.4932  data: 0.0003
[11-18 06:04:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [1251/1669]  eta: 0:02:59  tlr: 4.8e-05  tnm: 0.47  Lm: 5.867 (5.853)  Lt: 5.228 (5.225)  Accm: 4.30 (4.25)  Acct: 6.53 (6.50)  time: 0.4082  data: 0.0002
[11-18 06:04:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [1251/1669]  eta: 0:02:59  tlr: 4.8e-05  tnm: 0.47  Lm: 5.921 (5.907)  Lt: 5.242 (5.242)  Accm: 4.17 (4.33)  Acct: 6.67 (6.63)  time: 0.4082  data: 0.0002
[11-18 06:04:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [1251/1669]  eta: 0:02:59  tlr: 4.8e-05  tnm: 0.47  Lm: 5.826 (5.800)  Lt: 5.144 (5.125)  Accm: 4.65 (4.72)  Acct: 7.33 (7.30)  time: 0.4082  data: 0.0002
[11-18 06:04:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [1251/1669]  eta: 0:02:59  tlr: 4.8e-05  tnm: 0.47  Lm: 5.844 (5.851)  Lt: 5.171 (5.175)  Accm: 4.41 (4.35)  Acct: 6.68 (6.59)  time: 0.4082  data: 0.0002
[11-18 06:07:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [1668/1669]  eta: 0:00:00  tlr: 4.8e-05  tnm: 0.48  Lm: 5.846 (5.820)  Lt: 5.171 (5.155)  Accm: 4.61 (4.59)  Acct: 7.30 (7.04)  time: 0.4077  data: 0.0014
[11-18 06:07:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [1668/1669]  eta: 0:00:00  tlr: 4.8e-05  tnm: 0.48  Lm: 5.940 (5.914)  Lt: 5.281 (5.250)  Accm: 4.06 (4.28)  Acct: 6.46 (6.59)  time: 0.4077  data: 0.0016
[11-18 06:07:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [1668/1669]  eta: 0:00:00  tlr: 4.8e-05  tnm: 0.48  Lm: 5.851 (5.833)  Lt: 5.226 (5.193)  Accm: 4.45 (4.41)  Acct: 6.80 (6.77)  time: 0.4077  data: 0.0016
[11-18 06:07:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 248/350]  [1668/1669]  eta: 0:00:00  tlr: 4.8e-05  tnm: 0.48  Lm: 5.839 (5.843)  Lt: 5.158 (5.168)  Accm: 4.48 (4.43)  Acct: 6.73 (6.76)  time: 0.4078  data: 0.0017
[11-18 06:07:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 248/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 06:07:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 248/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 06:07:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 248/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 06:07:34] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 248/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 06:07:34] (/home/user/VAR/train.py , line 276)=>      [ep248]  (training )  Lm: 5.833 (5.855), Lt: 5.179 (5.207),  Acc m&t: 4.49 6.88,  Remain: 19:26:56,  Finish: 2024-11-18 09:34
[11-18 06:07:34] (/home/user/VAR/train.py , line 276)=>      [ep248]  (training )  Lm: 5.833 (5.855), Lt: 5.179 (5.207),  Acc m&t: 4.49 6.88,  Remain: 19:26:22,  Finish: 2024-11-18 09:33
[11-18 06:07:34] (/home/user/VAR/train.py , line 276)=>      [ep248]  (training )  Lm: 5.833 (5.855), Lt: 5.179 (5.207),  Acc m&t: 4.49 6.88,  Remain: 19:26:56,  Finish: 2024-11-18 09:34
[11-18 06:07:34] (/home/user/VAR/train.py , line 276)=>      [ep248]  (training )  Lm: 5.833 (5.855), Lt: 5.179 (5.207),  Acc m&t: 4.49 6.88,  Remain: 19:26:41,  Finish: 2024-11-18 09:34
[11-18 06:07:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [   0/1669]  eta: 0:10:29  tlr: 4.8e-05  tnm: 0.48  Lm: 5.883 (5.883)  Lt: 5.210 (5.210)  Accm: 4.51 (4.51)  Acct: 7.15 (7.15)  time: 0.3774  data: 0.0004
[11-18 06:07:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [   0/1669]  eta: 0:10:28  tlr: 4.8e-05  tnm: 0.48  Lm: 5.752 (5.752)  Lt: 5.107 (5.107)  Accm: 4.91 (4.91)  Acct: 7.32 (7.32)  time: 0.3768  data: 0.0004
[11-18 06:07:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [   0/1669]  eta: 0:10:31  tlr: 4.8e-05  tnm: 0.48  Lm: 5.921 (5.921)  Lt: 5.286 (5.286)  Accm: 4.16 (4.16)  Acct: 6.13 (6.13)  time: 0.3781  data: 0.0004
[11-18 06:07:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [   0/1669]  eta: 0:10:31  tlr: 4.8e-05  tnm: 0.48  Lm: 5.832 (5.832)  Lt: 5.100 (5.100)  Accm: 4.56 (4.56)  Acct: 7.23 (7.23)  time: 0.3784  data: 0.0003
[11-18 06:10:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [ 417/1669]  eta: 0:09:04  tlr: 4.7e-05  tnm: 0.49  Lm: 5.825 (5.825)  Lt: 5.156 (5.156)  Accm: 4.47 (4.47)  Acct: 6.78 (6.78)  time: 0.4562  data: 0.0002
[11-18 06:10:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [ 417/1669]  eta: 0:09:04  tlr: 4.7e-05  tnm: 0.49  Lm: 5.821 (5.821)  Lt: 5.167 (5.167)  Accm: 4.57 (4.57)  Acct: 6.89 (6.89)  time: 0.4562  data: 0.0002
[11-18 06:10:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [ 417/1669]  eta: 0:09:04  tlr: 4.7e-05  tnm: 0.49  Lm: 5.897 (5.897)  Lt: 5.267 (5.267)  Accm: 4.28 (4.28)  Acct: 6.41 (6.41)  time: 0.4562  data: 0.0002
[11-18 06:10:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [ 417/1669]  eta: 0:09:04  tlr: 4.7e-05  tnm: 0.49  Lm: 5.822 (5.822)  Lt: 5.160 (5.160)  Accm: 4.54 (4.54)  Acct: 7.10 (7.10)  time: 0.4562  data: 0.0002
[11-18 06:13:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [ 834/1669]  eta: 0:05:56  tlr: 4.7e-05  tnm: 0.46  Lm: 5.760 (5.764)  Lt: 5.110 (5.089)  Accm: 4.57 (4.87)  Acct: 7.15 (7.50)  time: 0.4095  data: 0.0002
[11-18 06:13:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [ 834/1669]  eta: 0:05:56  tlr: 4.7e-05  tnm: 0.46  Lm: 5.795 (5.813)  Lt: 5.121 (5.152)  Accm: 4.52 (4.56)  Acct: 7.01 (6.93)  time: 0.4095  data: 0.0002
[11-18 06:13:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [ 834/1669]  eta: 0:05:56  tlr: 4.7e-05  tnm: 0.46  Lm: 5.832 (5.836)  Lt: 5.164 (5.159)  Accm: 4.39 (4.41)  Acct: 6.44 (6.66)  time: 0.4095  data: 0.0002
[11-18 06:13:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [ 834/1669]  eta: 0:05:56  tlr: 4.7e-05  tnm: 0.46  Lm: 5.872 (5.870)  Lt: 5.248 (5.220)  Accm: 4.40 (4.48)  Acct: 6.70 (6.90)  time: 0.4095  data: 0.0002
[11-18 06:16:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [1251/1669]  eta: 0:02:57  tlr: 4.7e-05  tnm: 0.50  Lm: 5.897 (5.890)  Lt: 5.264 (5.235)  Accm: 4.28 (4.25)  Acct: 6.41 (6.54)  time: 0.4554  data: 0.0002
[11-18 06:16:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [1251/1669]  eta: 0:02:57  tlr: 4.7e-05  tnm: 0.50  Lm: 5.797 (5.809)  Lt: 5.143 (5.155)  Accm: 4.65 (4.61)  Acct: 7.09 (6.99)  time: 0.4554  data: 0.0002
[11-18 06:16:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [1251/1669]  eta: 0:02:57  tlr: 4.7e-05  tnm: 0.50  Lm: 5.846 (5.860)  Lt: 5.189 (5.187)  Accm: 4.34 (4.29)  Acct: 6.38 (6.51)  time: 0.4554  data: 0.0002
[11-18 06:16:27] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [1251/1669]  eta: 0:02:57  tlr: 4.7e-05  tnm: 0.50  Lm: 5.801 (5.784)  Lt: 5.143 (5.110)  Accm: 4.72 (4.87)  Acct: 7.14 (7.40)  time: 0.4554  data: 0.0002
[11-18 06:19:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [1668/1669]  eta: 0:00:00  tlr: 4.7e-05  tnm: 0.48  Lm: 5.842 (5.814)  Lt: 5.175 (5.152)  Accm: 4.57 (4.71)  Acct: 7.13 (7.15)  time: 0.4111  data: 0.0017
[11-18 06:19:30] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 249/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 06:19:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [1668/1669]  eta: 0:00:00  tlr: 4.7e-05  tnm: 0.48  Lm: 5.795 (5.782)  Lt: 5.121 (5.131)  Accm: 4.79 (4.70)  Acct: 7.16 (7.12)  time: 0.4111  data: 0.0015
[11-18 06:19:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [1668/1669]  eta: 0:00:00  tlr: 4.7e-05  tnm: 0.48  Lm: 5.910 (5.894)  Lt: 5.262 (5.240)  Accm: 4.40 (4.31)  Acct: 6.70 (6.62)  time: 0.4111  data: 0.0016
[11-18 06:19:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 249/350]  [1668/1669]  eta: 0:00:00  tlr: 4.7e-05  tnm: 0.48  Lm: 5.832 (5.830)  Lt: 5.164 (5.164)  Accm: 4.39 (4.45)  Acct: 6.44 (6.71)  time: 0.4111  data: 0.0018
[11-18 06:19:30] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 249/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 06:19:30] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 249/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 06:19:30] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 249/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 06:21:45] (home/user/VAR/trainer.py, line 113)=> FID: 5.8430286404358185
[11-18 06:21:45] (/home/user/VAR/train.py , line 259)=>  [*] [ep249]  (val 50000)  Lm: 5.8411, Lt: 5.1840, Acc m&t: 4.47 6.82,  Val cost: 135.15s
[11-18 06:21:45] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-18 06:22:05] (/home/user/VAR/train.py , line 276)=>      [ep249]  (training )  Lm: 5.833 (5.841), Lt: 5.179 (5.184),  Acc m&t: 4.49 6.88,  Remain: 19:16:48,  Finish: 2024-11-18 09:36
[11-18 06:22:05] (/home/user/VAR/train.py , line 276)=>      [ep249]  (training )  Lm: 5.833 (5.841), Lt: 5.179 (5.184),  Acc m&t: 4.49 6.88,  Remain: 19:17:36,  Finish: 2024-11-18 09:37
[11-18 06:22:05] (/home/user/VAR/train.py , line 276)=>      [ep249]  (training )  Lm: 5.833 (5.841), Lt: 5.179 (5.184),  Acc m&t: 4.49 6.88,  Remain: 19:17:06,  Finish: 2024-11-18 09:36
[11-18 06:22:05] (/home/user/VAR/train.py , line 276)=>      [ep249]  (training )  Lm: 5.833 (5.841), Lt: 5.179 (5.184),  Acc m&t: 4.49 6.88,  Remain: 19:17:14,  Finish: 2024-11-18 09:36
[11-18 06:22:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [   0/1669]  eta: 0:11:21  tlr: 4.7e-05  tnm: 0.47  Lm: 5.985 (5.985)  Lt: 5.397 (5.397)  Accm: 3.50 (3.50)  Acct: 5.08 (5.08)  time: 0.4082  data: 0.0004
[11-18 06:22:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [   0/1669]  eta: 0:11:21  tlr: 4.7e-05  tnm: 0.47  Lm: 5.824 (5.824)  Lt: 5.182 (5.182)  Accm: 4.39 (4.39)  Acct: 6.65 (6.65)  time: 0.4081  data: 0.0004
[11-18 06:22:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [   0/1669]  eta: 0:11:20  tlr: 4.7e-05  tnm: 0.47  Lm: 5.922 (5.922)  Lt: 5.282 (5.282)  Accm: 4.29 (4.29)  Acct: 6.53 (6.53)  time: 0.4079  data: 0.0004
[11-18 06:22:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [   0/1669]  eta: 0:11:20  tlr: 4.7e-05  tnm: 0.47  Lm: 5.967 (5.967)  Lt: 5.310 (5.310)  Accm: 4.28 (4.28)  Acct: 6.68 (6.68)  time: 0.4079  data: 0.0004
[11-18 06:25:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [ 417/1669]  eta: 0:09:09  tlr: 4.7e-05  tnm: 0.49  Lm: 5.934 (5.934)  Lt: 5.273 (5.273)  Accm: 4.14 (4.14)  Acct: 6.40 (6.40)  time: 0.4122  data: 0.0002
[11-18 06:25:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [ 417/1669]  eta: 0:09:09  tlr: 4.7e-05  tnm: 0.49  Lm: 5.784 (5.784)  Lt: 5.125 (5.125)  Accm: 4.76 (4.76)  Acct: 7.07 (7.07)  time: 0.4122  data: 0.0003
[11-18 06:25:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [ 417/1669]  eta: 0:09:09  tlr: 4.7e-05  tnm: 0.49  Lm: 5.809 (5.809)  Lt: 5.159 (5.159)  Accm: 4.58 (4.58)  Acct: 6.99 (6.99)  time: 0.4122  data: 0.0002
[11-18 06:25:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [ 417/1669]  eta: 0:09:09  tlr: 4.7e-05  tnm: 0.49  Lm: 5.978 (5.978)  Lt: 5.371 (5.371)  Accm: 3.72 (3.72)  Acct: 5.53 (5.53)  time: 0.4122  data: 0.0003
[11-18 06:28:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [ 834/1669]  eta: 0:06:02  tlr: 4.7e-05  tnm: 0.48  Lm: 5.901 (5.898)  Lt: 5.235 (5.245)  Accm: 4.23 (4.17)  Acct: 6.59 (6.46)  time: 0.4080  data: 0.0003
[11-18 06:28:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [ 834/1669]  eta: 0:06:02  tlr: 4.7e-05  tnm: 0.48  Lm: 5.824 (5.807)  Lt: 5.182 (5.163)  Accm: 4.39 (4.62)  Acct: 6.65 (6.78)  time: 0.4080  data: 0.0002
[11-18 06:28:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [ 834/1669]  eta: 0:06:02  tlr: 4.7e-05  tnm: 0.48  Lm: 5.776 (5.798)  Lt: 5.086 (5.134)  Accm: 4.87 (4.72)  Acct: 7.46 (7.26)  time: 0.4080  data: 0.0002
[11-18 06:28:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [ 834/1669]  eta: 0:06:02  tlr: 4.7e-05  tnm: 0.48  Lm: 5.972 (5.934)  Lt: 5.344 (5.301)  Accm: 3.94 (3.99)  Acct: 5.97 (5.99)  time: 0.4080  data: 0.0003
[11-18 06:31:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [1251/1669]  eta: 0:03:00  tlr: 4.7e-05  tnm: 0.47  Lm: 5.909 (5.904)  Lt: 5.271 (5.275)  Accm: 4.23 (4.12)  Acct: 6.44 (6.25)  time: 0.4536  data: 0.0002
[11-18 06:31:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [1251/1669]  eta: 0:03:00  tlr: 4.7e-05  tnm: 0.47  Lm: 5.865 (5.880)  Lt: 5.229 (5.240)  Accm: 4.25 (4.24)  Acct: 6.64 (6.52)  time: 0.4536  data: 0.0002
[11-18 06:31:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [1251/1669]  eta: 0:03:00  tlr: 4.7e-05  tnm: 0.47  Lm: 5.839 (5.832)  Lt: 5.210 (5.185)  Accm: 4.36 (4.52)  Acct: 6.63 (6.74)  time: 0.4536  data: 0.0002
[11-18 06:31:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [1251/1669]  eta: 0:03:00  tlr: 4.7e-05  tnm: 0.47  Lm: 5.817 (5.813)  Lt: 5.162 (5.160)  Accm: 4.58 (4.53)  Acct: 6.99 (6.85)  time: 0.4536  data: 0.0002
[11-18 06:34:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [1668/1669]  eta: 0:00:00  tlr: 4.7e-05  tnm: 0.53  Lm: 5.777 (5.806)  Lt: 5.097 (5.148)  Accm: 4.87 (4.60)  Acct: 7.46 (7.02)  time: 0.4066  data: 0.0017
[11-18 06:34:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 250/350]   Total time:      0:12:02   (0.433 s / it)
[11-18 06:34:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [1668/1669]  eta: 0:00:00  tlr: 4.7e-05  tnm: 0.53  Lm: 5.846 (5.892)  Lt: 5.226 (5.265)  Accm: 4.36 (4.17)  Acct: 6.51 (6.30)  time: 0.4066  data: 0.0016
[11-18 06:34:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [1668/1669]  eta: 0:00:00  tlr: 4.7e-05  tnm: 0.53  Lm: 5.824 (5.826)  Lt: 5.182 (5.179)  Accm: 4.39 (4.57)  Acct: 6.65 (6.82)  time: 0.4066  data: 0.0015
[11-18 06:34:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 250/350]  [1668/1669]  eta: 0:00:00  tlr: 4.7e-05  tnm: 0.53  Lm: 5.880 (5.880)  Lt: 5.228 (5.237)  Accm: 4.28 (4.28)  Acct: 6.68 (6.58)  time: 0.4066  data: 0.0014
[11-18 06:34:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 250/350]   Total time:      0:12:02   (0.433 s / it)
[11-18 06:34:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 250/350]   Total time:      0:12:02   (0.433 s / it)
[11-18 06:34:07] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 250/350]   Total time:      0:12:02   (0.433 s / it)
[11-18 06:34:07] (/home/user/VAR/train.py , line 276)=>      [ep250]  (training )  Lm: 5.833 (5.847), Lt: 5.179 (5.199),  Acc m&t: 4.49 6.88,  Remain: 18:53:01,  Finish: 2024-11-18 09:27
[11-18 06:34:07] (/home/user/VAR/train.py , line 276)=>      [ep250]  (training )  Lm: 5.833 (5.847), Lt: 5.179 (5.199),  Acc m&t: 4.49 6.88,  Remain: 18:52:12,  Finish: 2024-11-18 09:26
[11-18 06:34:07] (/home/user/VAR/train.py , line 276)=>      [ep250]  (training )  Lm: 5.833 (5.847), Lt: 5.179 (5.199),  Acc m&t: 4.49 6.88,  Remain: 18:53:06,  Finish: 2024-11-18 09:27
[11-18 06:34:07] (/home/user/VAR/train.py , line 276)=>      [ep250]  (training )  Lm: 5.833 (5.847), Lt: 5.179 (5.199),  Acc m&t: 4.49 6.88,  Remain: 18:52:37,  Finish: 2024-11-18 09:26
[11-18 06:34:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [   0/1669]  eta: 0:10:03  tlr: 4.7e-05  tnm: 0.51  Lm: 5.612 (5.612)  Lt: 4.984 (4.984)  Accm: 5.65 (5.65)  Acct: 8.26 (8.26)  time: 0.3616  data: 0.0004
[11-18 06:34:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [   0/1669]  eta: 0:09:54  tlr: 4.7e-05  tnm: 0.51  Lm: 5.731 (5.731)  Lt: 5.098 (5.098)  Accm: 5.13 (5.13)  Acct: 7.59 (7.59)  time: 0.3563  data: 0.0004
[11-18 06:34:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [   0/1669]  eta: 0:09:55  tlr: 4.7e-05  tnm: 0.51  Lm: 5.896 (5.896)  Lt: 5.260 (5.260)  Accm: 4.38 (4.38)  Acct: 6.71 (6.71)  time: 0.3566  data: 0.0003
[11-18 06:34:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [   0/1669]  eta: 0:09:55  tlr: 4.7e-05  tnm: 0.51  Lm: 5.928 (5.928)  Lt: 5.276 (5.276)  Accm: 3.91 (3.91)  Acct: 6.15 (6.15)  time: 0.3569  data: 0.0004
[11-18 06:37:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [ 417/1669]  eta: 0:08:47  tlr: 4.7e-05  tnm: 0.47  Lm: 5.838 (5.838)  Lt: 5.200 (5.200)  Accm: 4.31 (4.31)  Acct: 6.58 (6.58)  time: 0.4122  data: 0.0002
[11-18 06:37:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [ 417/1669]  eta: 0:08:47  tlr: 4.7e-05  tnm: 0.47  Lm: 5.805 (5.805)  Lt: 5.157 (5.157)  Accm: 4.92 (4.92)  Acct: 7.34 (7.34)  time: 0.4122  data: 0.0002
[11-18 06:37:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [ 417/1669]  eta: 0:08:47  tlr: 4.7e-05  tnm: 0.47  Lm: 5.859 (5.859)  Lt: 5.209 (5.209)  Accm: 4.51 (4.51)  Acct: 6.98 (6.98)  time: 0.4122  data: 0.0003
[11-18 06:37:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [ 417/1669]  eta: 0:08:47  tlr: 4.7e-05  tnm: 0.47  Lm: 5.776 (5.776)  Lt: 5.139 (5.139)  Accm: 4.84 (4.84)  Acct: 7.27 (7.27)  time: 0.4122  data: 0.0002
[11-18 06:40:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [ 834/1669]  eta: 0:05:53  tlr: 4.6e-05  tnm: 0.46  Lm: 5.612 (5.696)  Lt: 4.984 (5.038)  Accm: 5.65 (5.14)  Acct: 8.26 (7.66)  time: 0.4118  data: 0.0002
[11-18 06:40:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [ 834/1669]  eta: 0:05:53  tlr: 4.6e-05  tnm: 0.46  Lm: 5.878 (5.841)  Lt: 5.216 (5.191)  Accm: 4.71 (4.66)  Acct: 7.09 (7.07)  time: 0.4118  data: 0.0002
[11-18 06:40:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [ 834/1669]  eta: 0:05:53  tlr: 4.6e-05  tnm: 0.46  Lm: 5.749 (5.766)  Lt: 5.125 (5.108)  Accm: 4.70 (4.77)  Acct: 7.01 (7.29)  time: 0.4118  data: 0.0002
[11-18 06:40:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [ 834/1669]  eta: 0:05:53  tlr: 4.6e-05  tnm: 0.46  Lm: 5.881 (5.866)  Lt: 5.251 (5.223)  Accm: 4.38 (4.44)  Acct: 6.71 (6.85)  time: 0.4118  data: 0.0002
[11-18 06:43:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [1251/1669]  eta: 0:02:58  tlr: 4.6e-05  tnm: 0.47  Lm: 5.852 (5.849)  Lt: 5.205 (5.204)  Accm: 4.51 (4.60)  Acct: 6.98 (7.06)  time: 0.4080  data: 0.0002
[11-18 06:43:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [1251/1669]  eta: 0:02:58  tlr: 4.6e-05  tnm: 0.47  Lm: 5.699 (5.718)  Lt: 5.055 (5.060)  Accm: 5.09 (4.98)  Acct: 7.66 (7.51)  time: 0.4080  data: 0.0002
[11-18 06:43:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [1251/1669]  eta: 0:02:58  tlr: 4.6e-05  tnm: 0.47  Lm: 5.819 (5.797)  Lt: 5.177 (5.138)  Accm: 4.57 (4.68)  Acct: 6.96 (7.20)  time: 0.4080  data: 0.0002
[11-18 06:43:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [1251/1669]  eta: 0:02:58  tlr: 4.6e-05  tnm: 0.47  Lm: 5.885 (5.854)  Lt: 5.222 (5.200)  Accm: 4.51 (4.57)  Acct: 6.81 (6.93)  time: 0.4080  data: 0.0002
[11-18 06:45:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [1668/1669]  eta: 0:00:00  tlr: 4.6e-05  tnm: 0.48  Lm: 5.878 (5.842)  Lt: 5.216 (5.185)  Accm: 4.49 (4.56)  Acct: 6.63 (6.87)  time: 0.4066  data: 0.0016
[11-18 06:45:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 251/350]   Total time:      0:11:51   (0.426 s / it)
[11-18 06:45:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [1668/1669]  eta: 0:00:00  tlr: 4.6e-05  tnm: 0.48  Lm: 5.822 (5.835)  Lt: 5.158 (5.182)  Accm: 4.61 (4.60)  Acct: 7.09 (7.07)  time: 0.4066  data: 0.0017
[11-18 06:45:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [1668/1669]  eta: 0:00:00  tlr: 4.6e-05  tnm: 0.48  Lm: 5.786 (5.743)  Lt: 5.127 (5.089)  Accm: 4.52 (4.88)  Acct: 7.06 (7.33)  time: 0.4066  data: 0.0019
[11-18 06:45:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 251/350]  [1668/1669]  eta: 0:00:00  tlr: 4.6e-05  tnm: 0.48  Lm: 5.889 (5.818)  Lt: 5.229 (5.161)  Accm: 4.44 (4.63)  Acct: 7.01 (7.17)  time: 0.4066  data: 0.0017
[11-18 06:45:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 251/350]   Total time:      0:11:51   (0.426 s / it)
[11-18 06:45:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 251/350]   Total time:      0:11:51   (0.426 s / it)
[11-18 06:45:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 251/350]   Total time:      0:11:51   (0.426 s / it)
[11-18 06:45:58] (/home/user/VAR/train.py , line 276)=>      [ep251]  (training )  Lm: 5.828 (5.828), Lt: 5.173 (5.173),  Acc m&t: 4.53 6.94,  Remain: 18:45:48,  Finish: 2024-11-18 09:31
[11-18 06:45:58] (/home/user/VAR/train.py , line 276)=>      [ep251]  (training )  Lm: 5.828 (5.828), Lt: 5.173 (5.173),  Acc m&t: 4.53 6.94,  Remain: 18:45:40,  Finish: 2024-11-18 09:31
[11-18 06:45:58] (/home/user/VAR/train.py , line 276)=>      [ep251]  (training )  Lm: 5.828 (5.828), Lt: 5.173 (5.173),  Acc m&t: 4.53 6.94,  Remain: 18:45:25,  Finish: 2024-11-18 09:31
[11-18 06:45:58] (/home/user/VAR/train.py , line 276)=>      [ep251]  (training )  Lm: 5.828 (5.828), Lt: 5.173 (5.173),  Acc m&t: 4.53 6.94,  Remain: 18:45:05,  Finish: 2024-11-18 09:31
[11-18 06:45:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [   0/1669]  eta: 0:09:43  tlr: 4.6e-05  tnm: 0.46  Lm: 5.870 (5.870)  Lt: 5.221 (5.221)  Accm: 4.35 (4.35)  Acct: 6.80 (6.80)  time: 0.3498  data: 0.0004
[11-18 06:45:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [   0/1669]  eta: 0:09:43  tlr: 4.6e-05  tnm: 0.46  Lm: 5.901 (5.901)  Lt: 5.271 (5.271)  Accm: 4.23 (4.23)  Acct: 6.28 (6.28)  time: 0.3496  data: 0.0003
[11-18 06:45:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [   0/1669]  eta: 0:09:42  tlr: 4.6e-05  tnm: 0.46  Lm: 5.948 (5.948)  Lt: 5.292 (5.292)  Accm: 3.82 (3.82)  Acct: 6.20 (6.20)  time: 0.3492  data: 0.0003
[11-18 06:45:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [   0/1669]  eta: 0:09:42  tlr: 4.6e-05  tnm: 0.46  Lm: 5.967 (5.967)  Lt: 5.371 (5.371)  Accm: 3.90 (3.90)  Acct: 5.87 (5.87)  time: 0.3492  data: 0.0004
[11-18 06:48:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [ 417/1669]  eta: 0:08:56  tlr: 4.6e-05  tnm: 0.48  Lm: 5.835 (5.835)  Lt: 5.215 (5.215)  Accm: 4.59 (4.59)  Acct: 6.85 (6.85)  time: 0.4503  data: 0.0002
[11-18 06:48:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [ 417/1669]  eta: 0:08:56  tlr: 4.6e-05  tnm: 0.48  Lm: 5.898 (5.898)  Lt: 5.246 (5.246)  Accm: 4.03 (4.03)  Acct: 6.28 (6.28)  time: 0.4503  data: 0.0002
[11-18 06:48:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [ 417/1669]  eta: 0:08:56  tlr: 4.6e-05  tnm: 0.48  Lm: 5.819 (5.819)  Lt: 5.154 (5.154)  Accm: 4.45 (4.45)  Acct: 6.77 (6.77)  time: 0.4503  data: 0.0003
[11-18 06:48:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [ 417/1669]  eta: 0:08:56  tlr: 4.6e-05  tnm: 0.48  Lm: 5.804 (5.804)  Lt: 5.137 (5.137)  Accm: 4.57 (4.57)  Acct: 6.88 (6.88)  time: 0.4503  data: 0.0002
[11-18 06:51:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [ 834/1669]  eta: 0:05:58  tlr: 4.6e-05  tnm: 0.47  Lm: 5.864 (5.824)  Lt: 5.204 (5.160)  Accm: 4.56 (4.57)  Acct: 6.94 (6.90)  time: 0.4544  data: 0.0002
[11-18 06:51:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [ 834/1669]  eta: 0:05:58  tlr: 4.6e-05  tnm: 0.47  Lm: 5.848 (5.878)  Lt: 5.206 (5.233)  Accm: 4.24 (4.20)  Acct: 6.37 (6.45)  time: 0.4544  data: 0.0002
[11-18 06:51:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [ 834/1669]  eta: 0:05:58  tlr: 4.6e-05  tnm: 0.47  Lm: 5.870 (5.847)  Lt: 5.221 (5.201)  Accm: 4.35 (4.39)  Acct: 6.73 (6.70)  time: 0.4544  data: 0.0002
[11-18 06:51:57] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [ 834/1669]  eta: 0:05:58  tlr: 4.6e-05  tnm: 0.47  Lm: 5.922 (5.864)  Lt: 5.252 (5.227)  Accm: 4.10 (4.43)  Acct: 6.10 (6.60)  time: 0.4544  data: 0.0002
[11-18 06:55:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [1251/1669]  eta: 0:03:01  tlr: 4.6e-05  tnm: 0.46  Lm: 5.859 (5.847)  Lt: 5.201 (5.208)  Accm: 4.14 (4.37)  Acct: 6.11 (6.48)  time: 0.4545  data: 0.0003
[11-18 06:55:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [1251/1669]  eta: 0:03:01  tlr: 4.6e-05  tnm: 0.46  Lm: 5.898 (5.906)  Lt: 5.249 (5.273)  Accm: 4.16 (4.17)  Acct: 6.30 (6.40)  time: 0.4545  data: 0.0002
[11-18 06:55:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [1251/1669]  eta: 0:03:01  tlr: 4.6e-05  tnm: 0.46  Lm: 5.839 (5.821)  Lt: 5.163 (5.150)  Accm: 4.56 (4.57)  Acct: 6.92 (6.90)  time: 0.4545  data: 0.0003
[11-18 06:55:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [1251/1669]  eta: 0:03:01  tlr: 4.6e-05  tnm: 0.46  Lm: 5.841 (5.838)  Lt: 5.213 (5.202)  Accm: 4.43 (4.42)  Acct: 6.69 (6.69)  time: 0.4545  data: 0.0003
[11-18 06:58:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [1668/1669]  eta: 0:00:00  tlr: 4.6e-05  tnm: 0.49  Lm: 5.870 (5.858)  Lt: 5.221 (5.223)  Accm: 4.35 (4.35)  Acct: 6.65 (6.60)  time: 0.4115  data: 0.0015
[11-18 06:58:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 252/350]   Total time:      0:12:01   (0.432 s / it)
[11-18 06:58:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [1668/1669]  eta: 0:00:00  tlr: 4.6e-05  tnm: 0.49  Lm: 5.848 (5.889)  Lt: 5.206 (5.258)  Accm: 4.24 (4.21)  Acct: 6.37 (6.46)  time: 0.4115  data: 0.0019
[11-18 06:58:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [1668/1669]  eta: 0:00:00  tlr: 4.6e-05  tnm: 0.49  Lm: 5.864 (5.832)  Lt: 5.182 (5.156)  Accm: 4.56 (4.55)  Acct: 6.94 (6.94)  time: 0.4115  data: 0.0017
[11-18 06:58:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 252/350]   Total time:      0:12:01   (0.432 s / it)
[11-18 06:58:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 252/350]   Total time:      0:12:01   (0.432 s / it)
[11-18 06:58:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 252/350]  [1668/1669]  eta: 0:00:00  tlr: 4.6e-05  tnm: 0.49  Lm: 5.872 (5.852)  Lt: 5.228 (5.212)  Accm: 4.19 (4.36)  Acct: 6.13 (6.53)  time: 0.4115  data: 0.0013
[11-18 06:58:00] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 252/350]   Total time:      0:12:01   (0.432 s / it)
[11-18 06:58:00] (/home/user/VAR/train.py , line 276)=>      [ep252]  (training )  Lm: 5.828 (5.848), Lt: 5.173 (5.195),  Acc m&t: 4.53 6.94,  Remain: 18:48:49,  Finish: 2024-11-18 09:46
[11-18 06:58:00] (/home/user/VAR/train.py , line 276)=>      [ep252]  (training )  Lm: 5.828 (5.848), Lt: 5.173 (5.195),  Acc m&t: 4.53 6.94,  Remain: 18:49:00,  Finish: 2024-11-18 09:47
[11-18 06:58:00] (/home/user/VAR/train.py , line 276)=>      [ep252]  (training )  Lm: 5.828 (5.848), Lt: 5.173 (5.195),  Acc m&t: 4.53 6.94,  Remain: 18:48:40,  Finish: 2024-11-18 09:46
[11-18 06:58:00] (/home/user/VAR/train.py , line 276)=>      [ep252]  (training )  Lm: 5.828 (5.848), Lt: 5.173 (5.195),  Acc m&t: 4.53 6.94,  Remain: 18:48:59,  Finish: 2024-11-18 09:46
[11-18 06:58:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [   0/1669]  eta: 0:09:46  tlr: 4.6e-05  tnm: 0.51  Lm: 5.716 (5.716)  Lt: 5.144 (5.144)  Accm: 4.98 (4.98)  Acct: 7.46 (7.46)  time: 0.3513  data: 0.0004
[11-18 06:58:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [   0/1669]  eta: 0:09:46  tlr: 4.6e-05  tnm: 0.51  Lm: 5.825 (5.825)  Lt: 5.215 (5.215)  Accm: 4.37 (4.37)  Acct: 6.61 (6.61)  time: 0.3514  data: 0.0003
[11-18 06:58:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [   0/1669]  eta: 0:09:46  tlr: 4.6e-05  tnm: 0.51  Lm: 5.836 (5.836)  Lt: 5.188 (5.188)  Accm: 4.28 (4.28)  Acct: 6.68 (6.68)  time: 0.3514  data: 0.0004
[11-18 06:58:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [   0/1669]  eta: 0:09:46  tlr: 4.6e-05  tnm: 0.51  Lm: 5.954 (5.954)  Lt: 5.331 (5.331)  Accm: 4.01 (4.01)  Acct: 5.99 (5.99)  time: 0.3515  data: 0.0003
[11-18 07:00:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [ 417/1669]  eta: 0:08:38  tlr: 4.6e-05  tnm: 0.46  Lm: 5.948 (5.948)  Lt: 5.320 (5.320)  Accm: 4.12 (4.12)  Acct: 6.10 (6.10)  time: 0.4564  data: 0.0002
[11-18 07:00:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [ 417/1669]  eta: 0:08:38  tlr: 4.6e-05  tnm: 0.46  Lm: 5.884 (5.884)  Lt: 5.263 (5.263)  Accm: 4.13 (4.13)  Acct: 6.18 (6.18)  time: 0.4564  data: 0.0002
[11-18 07:00:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [ 417/1669]  eta: 0:08:38  tlr: 4.6e-05  tnm: 0.46  Lm: 5.793 (5.793)  Lt: 5.185 (5.185)  Accm: 4.68 (4.68)  Acct: 7.02 (7.02)  time: 0.4564  data: 0.0002
[11-18 07:00:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [ 417/1669]  eta: 0:08:38  tlr: 4.6e-05  tnm: 0.46  Lm: 5.812 (5.812)  Lt: 5.190 (5.190)  Accm: 4.51 (4.51)  Acct: 6.82 (6.82)  time: 0.4564  data: 0.0007
[11-18 07:03:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [ 834/1669]  eta: 0:05:55  tlr: 4.5e-05  tnm: 0.50  Lm: 5.943 (5.918)  Lt: 5.312 (5.282)  Accm: 3.90 (4.05)  Acct: 5.92 (6.10)  time: 0.4137  data: 0.0002
[11-18 07:03:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [ 834/1669]  eta: 0:05:55  tlr: 4.5e-05  tnm: 0.50  Lm: 5.808 (5.798)  Lt: 5.144 (5.165)  Accm: 4.63 (4.66)  Acct: 7.20 (7.08)  time: 0.4137  data: 0.0002
[11-18 07:03:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [ 834/1669]  eta: 0:05:55  tlr: 4.5e-05  tnm: 0.50  Lm: 5.941 (5.904)  Lt: 5.310 (5.253)  Accm: 4.23 (4.36)  Acct: 6.22 (6.55)  time: 0.4137  data: 0.0002
[11-18 07:03:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [ 834/1669]  eta: 0:05:55  tlr: 4.5e-05  tnm: 0.50  Lm: 5.836 (5.864)  Lt: 5.191 (5.244)  Accm: 4.28 (4.27)  Acct: 6.68 (6.40)  time: 0.4137  data: 0.0002
[11-18 07:06:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [1251/1669]  eta: 0:02:57  tlr: 4.5e-05  tnm: 0.50  Lm: 5.812 (5.844)  Lt: 5.190 (5.207)  Accm: 4.51 (4.39)  Acct: 6.82 (6.57)  time: 0.4117  data: 0.0006
[11-18 07:06:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [1251/1669]  eta: 0:02:57  tlr: 4.5e-05  tnm: 0.50  Lm: 5.774 (5.783)  Lt: 5.134 (5.150)  Accm: 4.70 (4.69)  Acct: 7.30 (7.16)  time: 0.4117  data: 0.0002
[11-18 07:06:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [1251/1669]  eta: 0:02:57  tlr: 4.5e-05  tnm: 0.50  Lm: 5.888 (5.897)  Lt: 5.263 (5.258)  Accm: 4.07 (4.10)  Acct: 6.27 (6.23)  time: 0.4117  data: 0.0002
[11-18 07:06:53] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [1251/1669]  eta: 0:02:57  tlr: 4.5e-05  tnm: 0.50  Lm: 5.921 (5.903)  Lt: 5.289 (5.257)  Accm: 4.12 (4.28)  Acct: 6.14 (6.43)  time: 0.4117  data: 0.0003
[11-18 07:09:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [1668/1669]  eta: 0:00:00  tlr: 4.5e-05  tnm: 0.46  Lm: 5.901 (5.891)  Lt: 5.269 (5.239)  Accm: 4.23 (4.36)  Acct: 6.22 (6.65)  time: 0.4124  data: 0.0015
[11-18 07:09:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 253/350]   Total time:      0:11:48   (0.424 s / it)
[11-18 07:09:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [1668/1669]  eta: 0:00:00  tlr: 4.5e-05  tnm: 0.46  Lm: 5.789 (5.826)  Lt: 5.188 (5.194)  Accm: 4.72 (4.46)  Acct: 6.75 (6.60)  time: 0.4124  data: 0.0016
[11-18 07:09:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [1668/1669]  eta: 0:00:00  tlr: 4.5e-05  tnm: 0.46  Lm: 5.937 (5.905)  Lt: 5.298 (5.266)  Accm: 4.22 (4.12)  Acct: 6.47 (6.28)  time: 0.4124  data: 0.0016
[11-18 07:09:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 253/350]  [1668/1669]  eta: 0:00:00  tlr: 4.5e-05  tnm: 0.46  Lm: 5.808 (5.806)  Lt: 5.144 (5.173)  Accm: 4.63 (4.62)  Acct: 7.20 (7.05)  time: 0.4124  data: 0.0020
[11-18 07:09:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 253/350]   Total time:      0:11:48   (0.424 s / it)
[11-18 07:09:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 253/350]   Total time:      0:11:48   (0.424 s / it)
[11-18 07:09:48] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 253/350]   Total time:      0:11:48   (0.424 s / it)
[11-18 07:09:48] (/home/user/VAR/train.py , line 276)=>      [ep253]  (training )  Lm: 5.828 (5.848), Lt: 5.173 (5.197),  Acc m&t: 4.53 6.94,  Remain: 18:40:16,  Finish: 2024-11-18 09:50
[11-18 07:09:48] (/home/user/VAR/train.py , line 276)=>      [ep253]  (training )  Lm: 5.828 (5.848), Lt: 5.173 (5.197),  Acc m&t: 4.53 6.94,  Remain: 18:40:51,  Finish: 2024-11-18 09:50
[11-18 07:09:48] (/home/user/VAR/train.py , line 276)=>      [ep253]  (training )  Lm: 5.828 (5.848), Lt: 5.173 (5.197),  Acc m&t: 4.53 6.94,  Remain: 18:41:13,  Finish: 2024-11-18 09:51
[11-18 07:09:48] (/home/user/VAR/train.py , line 276)=>      [ep253]  (training )  Lm: 5.828 (5.848), Lt: 5.173 (5.197),  Acc m&t: 4.53 6.94,  Remain: 18:40:39,  Finish: 2024-11-18 09:50
[11-18 07:09:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [   0/1669]  eta: 0:09:54  tlr: 4.5e-05  tnm: 0.47  Lm: 5.843 (5.843)  Lt: 5.171 (5.171)  Accm: 4.48 (4.48)  Acct: 7.01 (7.01)  time: 0.3560  data: 0.0004
[11-18 07:09:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [   0/1669]  eta: 0:09:55  tlr: 4.5e-05  tnm: 0.47  Lm: 5.915 (5.915)  Lt: 5.305 (5.305)  Accm: 4.20 (4.20)  Acct: 6.53 (6.53)  time: 0.3565  data: 0.0003
[11-18 07:09:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [   0/1669]  eta: 0:09:54  tlr: 4.5e-05  tnm: 0.47  Lm: 5.839 (5.839)  Lt: 5.214 (5.214)  Accm: 4.41 (4.41)  Acct: 6.35 (6.35)  time: 0.3561  data: 0.0004
[11-18 07:09:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [   0/1669]  eta: 0:09:54  tlr: 4.5e-05  tnm: 0.47  Lm: 5.837 (5.837)  Lt: 5.204 (5.204)  Accm: 4.68 (4.68)  Acct: 7.47 (7.47)  time: 0.3564  data: 0.0004
[11-18 07:12:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [ 417/1669]  eta: 0:08:51  tlr: 4.5e-05  tnm: 0.48  Lm: 5.898 (5.898)  Lt: 5.274 (5.274)  Accm: 4.20 (4.20)  Acct: 6.48 (6.48)  time: 0.4997  data: 0.0002
[11-18 07:12:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [ 417/1669]  eta: 0:08:51  tlr: 4.5e-05  tnm: 0.48  Lm: 5.860 (5.860)  Lt: 5.195 (5.195)  Accm: 4.34 (4.34)  Acct: 6.70 (6.70)  time: 0.4997  data: 0.0002
[11-18 07:12:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [ 417/1669]  eta: 0:08:51  tlr: 4.5e-05  tnm: 0.48  Lm: 5.784 (5.784)  Lt: 5.143 (5.143)  Accm: 4.58 (4.58)  Acct: 6.79 (6.79)  time: 0.4997  data: 0.0002
[11-18 07:12:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [ 417/1669]  eta: 0:08:51  tlr: 4.5e-05  tnm: 0.48  Lm: 5.804 (5.804)  Lt: 5.159 (5.159)  Accm: 4.47 (4.47)  Acct: 6.98 (6.98)  time: 0.4997  data: 0.0007
[11-18 07:15:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [ 834/1669]  eta: 0:05:58  tlr: 4.5e-05  tnm: 0.48  Lm: 5.833 (5.814)  Lt: 5.171 (5.163)  Accm: 4.20 (4.34)  Acct: 6.53 (6.71)  time: 0.4093  data: 0.0002
[11-18 07:15:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [ 834/1669]  eta: 0:05:58  tlr: 4.5e-05  tnm: 0.48  Lm: 5.839 (5.830)  Lt: 5.214 (5.183)  Accm: 4.41 (4.48)  Acct: 6.75 (6.78)  time: 0.4093  data: 0.0002
[11-18 07:15:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [ 834/1669]  eta: 0:05:58  tlr: 4.5e-05  tnm: 0.48  Lm: 5.843 (5.814)  Lt: 5.171 (5.141)  Accm: 4.48 (4.62)  Acct: 7.01 (7.11)  time: 0.4093  data: 0.0003
[11-18 07:15:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [ 834/1669]  eta: 0:05:58  tlr: 4.5e-05  tnm: 0.48  Lm: 5.837 (5.865)  Lt: 5.204 (5.243)  Accm: 4.55 (4.31)  Acct: 6.87 (6.61)  time: 0.4093  data: 0.0002
[11-18 07:18:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [1251/1669]  eta: 0:02:58  tlr: 4.5e-05  tnm: 0.50  Lm: 5.861 (5.870)  Lt: 5.208 (5.235)  Accm: 4.52 (4.36)  Acct: 7.07 (6.78)  time: 0.4060  data: 0.0002
[11-18 07:18:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [1251/1669]  eta: 0:02:58  tlr: 4.5e-05  tnm: 0.50  Lm: 5.807 (5.804)  Lt: 5.135 (5.130)  Accm: 4.76 (4.72)  Acct: 7.47 (7.35)  time: 0.4060  data: 0.0002
[11-18 07:18:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [1251/1669]  eta: 0:02:58  tlr: 4.5e-05  tnm: 0.50  Lm: 5.819 (5.822)  Lt: 5.175 (5.172)  Accm: 4.33 (4.40)  Acct: 6.58 (6.68)  time: 0.4060  data: 0.0002
[11-18 07:18:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [1251/1669]  eta: 0:02:58  tlr: 4.5e-05  tnm: 0.50  Lm: 5.765 (5.784)  Lt: 5.099 (5.129)  Accm: 4.47 (4.51)  Acct: 6.98 (6.96)  time: 0.4060  data: 0.0002
[11-18 07:21:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [1668/1669]  eta: 0:00:00  tlr: 4.5e-05  tnm: 0.49  Lm: 5.818 (5.791)  Lt: 5.171 (5.139)  Accm: 4.51 (4.51)  Acct: 6.71 (6.91)  time: 0.4057  data: 0.0019
[11-18 07:21:44] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 254/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 07:21:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [1668/1669]  eta: 0:00:00  tlr: 4.5e-05  tnm: 0.49  Lm: 5.843 (5.813)  Lt: 5.171 (5.141)  Accm: 4.48 (4.67)  Acct: 7.01 (7.22)  time: 0.4057  data: 0.0020
[11-18 07:21:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [1668/1669]  eta: 0:00:00  tlr: 4.5e-05  tnm: 0.49  Lm: 5.839 (5.827)  Lt: 5.214 (5.184)  Accm: 4.41 (4.42)  Acct: 6.63 (6.67)  time: 0.4057  data: 0.0016
[11-18 07:21:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 254/350]  [1668/1669]  eta: 0:00:00  tlr: 4.5e-05  tnm: 0.49  Lm: 5.884 (5.879)  Lt: 5.212 (5.235)  Accm: 4.48 (4.33)  Acct: 6.87 (6.77)  time: 0.4057  data: 0.0020
[11-18 07:21:44] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 254/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 07:21:44] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 254/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 07:21:44] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 254/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 07:21:44] (/home/user/VAR/train.py , line 276)=>      [ep254]  (training )  Lm: 5.828 (5.830), Lt: 5.173 (5.176),  Acc m&t: 4.53 6.94,  Remain: 18:01:32,  Finish: 2024-11-18 09:23
[11-18 07:21:44] (/home/user/VAR/train.py , line 276)=>      [ep254]  (training )  Lm: 5.828 (5.830), Lt: 5.173 (5.176),  Acc m&t: 4.53 6.94,  Remain: 18:02:06,  Finish: 2024-11-18 09:23
[11-18 07:21:44] (/home/user/VAR/train.py , line 276)=>      [ep254]  (training )  Lm: 5.828 (5.830), Lt: 5.173 (5.176),  Acc m&t: 4.53 6.94,  Remain: 18:01:46,  Finish: 2024-11-18 09:23
[11-18 07:21:44] (/home/user/VAR/train.py , line 276)=>      [ep254]  (training )  Lm: 5.828 (5.830), Lt: 5.173 (5.176),  Acc m&t: 4.53 6.94,  Remain: 18:01:24,  Finish: 2024-11-18 09:23
[11-18 07:21:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [   0/1669]  eta: 0:10:24  tlr: 4.5e-05  tnm: 0.48  Lm: 5.802 (5.802)  Lt: 5.155 (5.155)  Accm: 4.52 (4.52)  Acct: 6.73 (6.73)  time: 0.3744  data: 0.0004
[11-18 07:21:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [   0/1669]  eta: 0:10:12  tlr: 4.5e-05  tnm: 0.48  Lm: 5.983 (5.983)  Lt: 5.327 (5.327)  Accm: 3.85 (3.85)  Acct: 6.22 (6.22)  time: 0.3668  data: 0.0004
[11-18 07:21:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [   0/1669]  eta: 0:10:13  tlr: 4.5e-05  tnm: 0.48  Lm: 5.922 (5.922)  Lt: 5.277 (5.277)  Accm: 4.04 (4.04)  Acct: 6.30 (6.30)  time: 0.3673  data: 0.0003
[11-18 07:21:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [   0/1669]  eta: 0:10:25  tlr: 4.5e-05  tnm: 0.48  Lm: 5.653 (5.653)  Lt: 4.946 (4.946)  Accm: 5.10 (5.10)  Acct: 7.64 (7.64)  time: 0.3748  data: 0.0003
[11-18 07:24:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [ 417/1669]  eta: 0:09:07  tlr: 4.5e-05  tnm: 0.49  Lm: 5.761 (5.761)  Lt: 5.078 (5.078)  Accm: 4.64 (4.64)  Acct: 7.18 (7.18)  time: 0.4974  data: 0.0002
[11-18 07:24:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [ 417/1669]  eta: 0:09:07  tlr: 4.5e-05  tnm: 0.49  Lm: 5.828 (5.828)  Lt: 5.181 (5.181)  Accm: 4.57 (4.57)  Acct: 6.89 (6.89)  time: 0.4974  data: 0.0002
[11-18 07:24:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [ 417/1669]  eta: 0:09:07  tlr: 4.5e-05  tnm: 0.49  Lm: 5.922 (5.922)  Lt: 5.274 (5.274)  Accm: 4.21 (4.21)  Acct: 6.47 (6.47)  time: 0.4974  data: 0.0002
[11-18 07:24:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [ 417/1669]  eta: 0:09:07  tlr: 4.5e-05  tnm: 0.49  Lm: 5.866 (5.866)  Lt: 5.218 (5.218)  Accm: 4.28 (4.28)  Acct: 6.40 (6.40)  time: 0.4974  data: 0.0002
[11-18 07:27:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [ 834/1669]  eta: 0:06:04  tlr: 4.5e-05  tnm: 0.46  Lm: 5.814 (5.849)  Lt: 5.164 (5.200)  Accm: 4.43 (4.33)  Acct: 6.68 (6.49)  time: 0.4116  data: 0.0002
[11-18 07:27:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [ 834/1669]  eta: 0:06:04  tlr: 4.5e-05  tnm: 0.46  Lm: 5.870 (5.905)  Lt: 5.245 (5.264)  Accm: 4.23 (4.22)  Acct: 6.35 (6.43)  time: 0.4116  data: 0.0002
[11-18 07:27:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [ 834/1669]  eta: 0:06:04  tlr: 4.5e-05  tnm: 0.46  Lm: 5.906 (5.854)  Lt: 5.268 (5.210)  Accm: 4.68 (4.61)  Acct: 7.35 (7.04)  time: 0.4116  data: 0.0002
[11-18 07:27:48] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [ 834/1669]  eta: 0:06:04  tlr: 4.5e-05  tnm: 0.46  Lm: 5.819 (5.780)  Lt: 5.168 (5.108)  Accm: 4.41 (4.56)  Acct: 6.71 (6.95)  time: 0.4116  data: 0.0002
[11-18 07:30:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [1251/1669]  eta: 0:02:58  tlr: 4.4e-05  tnm: 0.48  Lm: 5.824 (5.792)  Lt: 5.179 (5.128)  Accm: 4.47 (4.56)  Acct: 6.78 (6.93)  time: 0.4110  data: 0.0002
[11-18 07:30:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [1251/1669]  eta: 0:02:58  tlr: 4.4e-05  tnm: 0.48  Lm: 5.914 (5.878)  Lt: 5.272 (5.241)  Accm: 4.36 (4.45)  Acct: 6.83 (6.78)  time: 0.4110  data: 0.0002
[11-18 07:30:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [1251/1669]  eta: 0:02:58  tlr: 4.4e-05  tnm: 0.48  Lm: 5.852 (5.859)  Lt: 5.188 (5.203)  Accm: 4.31 (4.29)  Acct: 6.71 (6.57)  time: 0.4110  data: 0.0002
[11-18 07:30:39] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [1251/1669]  eta: 0:02:58  tlr: 4.4e-05  tnm: 0.48  Lm: 5.866 (5.861)  Lt: 5.233 (5.223)  Accm: 4.40 (4.41)  Acct: 6.54 (6.76)  time: 0.4110  data: 0.0002
[11-18 07:33:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [1668/1669]  eta: 0:00:00  tlr: 4.4e-05  tnm: 0.48  Lm: 5.870 (5.865)  Lt: 5.221 (5.223)  Accm: 4.23 (4.36)  Acct: 6.42 (6.69)  time: 0.4063  data: 0.0018
[11-18 07:33:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 255/350]   Total time:      0:11:58   (0.430 s / it)
[11-18 07:33:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [1668/1669]  eta: 0:00:00  tlr: 4.4e-05  tnm: 0.48  Lm: 5.819 (5.780)  Lt: 5.168 (5.121)  Accm: 4.53 (4.61)  Acct: 6.85 (6.97)  time: 0.4063  data: 0.0016
[11-18 07:33:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [1668/1669]  eta: 0:00:00  tlr: 4.4e-05  tnm: 0.48  Lm: 5.906 (5.866)  Lt: 5.268 (5.227)  Accm: 4.47 (4.46)  Acct: 6.77 (6.77)  time: 0.4063  data: 0.0020
[11-18 07:33:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 255/350]  [1668/1669]  eta: 0:00:00  tlr: 4.4e-05  tnm: 0.48  Lm: 5.814 (5.838)  Lt: 5.164 (5.181)  Accm: 4.43 (4.38)  Acct: 6.73 (6.74)  time: 0.4063  data: 0.0014
[11-18 07:33:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 255/350]   Total time:      0:11:58   (0.430 s / it)
[11-18 07:33:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 255/350]   Total time:      0:11:58   (0.430 s / it)
[11-18 07:33:42] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 255/350]   Total time:      0:11:58   (0.430 s / it)
[11-18 07:33:42] (/home/user/VAR/train.py , line 276)=>      [ep255]  (training )  Lm: 5.828 (5.840), Lt: 5.173 (5.184),  Acc m&t: 4.53 6.94,  Remain: 18:01:22,  Finish: 2024-11-18 09:35
[11-18 07:33:42] (/home/user/VAR/train.py , line 276)=>      [ep255]  (training )  Lm: 5.828 (5.840), Lt: 5.173 (5.184),  Acc m&t: 4.53 6.94,  Remain: 18:01:15,  Finish: 2024-11-18 09:34
[11-18 07:33:42] (/home/user/VAR/train.py , line 276)=>      [ep255]  (training )  Lm: 5.828 (5.840), Lt: 5.173 (5.184),  Acc m&t: 4.53 6.94,  Remain: 18:01:40,  Finish: 2024-11-18 09:35
[11-18 07:33:42] (/home/user/VAR/train.py , line 276)=>      [ep255]  (training )  Lm: 5.828 (5.840), Lt: 5.173 (5.184),  Acc m&t: 4.53 6.94,  Remain: 18:01:26,  Finish: 2024-11-18 09:35
[11-18 07:33:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [   0/1669]  eta: 0:10:13  tlr: 4.4e-05  tnm: 0.52  Lm: 5.960 (5.960)  Lt: 5.362 (5.362)  Accm: 4.01 (4.01)  Acct: 5.96 (5.96)  time: 0.3679  data: 0.0003
[11-18 07:33:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [   0/1669]  eta: 0:10:14  tlr: 4.4e-05  tnm: 0.52  Lm: 5.639 (5.639)  Lt: 4.956 (4.956)  Accm: 5.26 (5.26)  Acct: 8.18 (8.18)  time: 0.3681  data: 0.0004
[11-18 07:33:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [   0/1669]  eta: 0:10:14  tlr: 4.4e-05  tnm: 0.52  Lm: 5.950 (5.950)  Lt: 5.278 (5.278)  Accm: 3.90 (3.90)  Acct: 6.01 (6.01)  time: 0.3680  data: 0.0003
[11-18 07:33:42] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [   0/1669]  eta: 0:10:13  tlr: 4.4e-05  tnm: 0.52  Lm: 5.719 (5.719)  Lt: 5.077 (5.077)  Accm: 4.83 (4.83)  Acct: 7.51 (7.51)  time: 0.3677  data: 0.0004
[11-18 07:36:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [ 417/1669]  eta: 0:08:51  tlr: 4.4e-05  tnm: 0.46  Lm: 5.678 (5.678)  Lt: 5.016 (5.016)  Accm: 5.00 (5.00)  Acct: 7.51 (7.51)  time: 0.4560  data: 0.0002
[11-18 07:36:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [ 417/1669]  eta: 0:08:51  tlr: 4.4e-05  tnm: 0.46  Lm: 5.902 (5.902)  Lt: 5.260 (5.260)  Accm: 4.39 (4.39)  Acct: 6.53 (6.53)  time: 0.4560  data: 0.0002
[11-18 07:36:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [ 417/1669]  eta: 0:08:51  tlr: 4.4e-05  tnm: 0.46  Lm: 5.727 (5.727)  Lt: 5.064 (5.064)  Accm: 4.84 (4.84)  Acct: 7.33 (7.33)  time: 0.4561  data: 0.0002
[11-18 07:36:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [ 417/1669]  eta: 0:08:51  tlr: 4.4e-05  tnm: 0.46  Lm: 5.901 (5.901)  Lt: 5.233 (5.233)  Accm: 4.14 (4.14)  Acct: 6.40 (6.40)  time: 0.4560  data: 0.0002
[11-18 07:39:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [ 834/1669]  eta: 0:05:56  tlr: 4.4e-05  tnm: 0.51  Lm: 5.931 (5.911)  Lt: 5.278 (5.252)  Accm: 3.96 (4.08)  Acct: 6.01 (6.26)  time: 0.4091  data: 0.0002
[11-18 07:39:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [ 834/1669]  eta: 0:05:56  tlr: 4.4e-05  tnm: 0.51  Lm: 5.843 (5.866)  Lt: 5.157 (5.212)  Accm: 4.68 (4.48)  Acct: 7.11 (6.74)  time: 0.4091  data: 0.0002
[11-18 07:39:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [ 834/1669]  eta: 0:05:56  tlr: 4.4e-05  tnm: 0.51  Lm: 5.734 (5.819)  Lt: 5.077 (5.181)  Accm: 4.83 (4.44)  Acct: 7.16 (6.63)  time: 0.4091  data: 0.0002
[11-18 07:39:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [ 834/1669]  eta: 0:05:56  tlr: 4.4e-05  tnm: 0.51  Lm: 5.717 (5.748)  Lt: 5.076 (5.102)  Accm: 4.73 (4.74)  Acct: 6.84 (7.11)  time: 0.4091  data: 0.0002
[11-18 07:42:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [1251/1669]  eta: 0:02:57  tlr: 4.4e-05  tnm: 0.48  Lm: 5.789 (5.776)  Lt: 5.137 (5.126)  Accm: 4.62 (4.68)  Acct: 6.78 (7.01)  time: 0.4108  data: 0.0002
[11-18 07:42:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [1251/1669]  eta: 0:02:57  tlr: 4.4e-05  tnm: 0.48  Lm: 5.868 (5.865)  Lt: 5.245 (5.240)  Accm: 4.26 (4.26)  Acct: 6.28 (6.32)  time: 0.4108  data: 0.0002
[11-18 07:42:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [1251/1669]  eta: 0:02:57  tlr: 4.4e-05  tnm: 0.48  Lm: 5.819 (5.837)  Lt: 5.150 (5.195)  Accm: 4.72 (4.56)  Acct: 7.09 (6.82)  time: 0.4108  data: 0.0003
[11-18 07:42:34] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [1251/1669]  eta: 0:02:57  tlr: 4.4e-05  tnm: 0.48  Lm: 5.891 (5.892)  Lt: 5.233 (5.227)  Accm: 4.07 (4.10)  Acct: 6.11 (6.25)  time: 0.4108  data: 0.0002
[11-18 07:45:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [1668/1669]  eta: 0:00:00  tlr: 4.4e-05  tnm: 0.46  Lm: 5.899 (5.894)  Lt: 5.278 (5.238)  Accm: 4.17 (4.16)  Acct: 6.22 (6.33)  time: 0.4550  data: 0.0015
[11-18 07:45:37] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 256/350]   Total time:      0:11:54   (0.428 s / it)
[11-18 07:45:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [1668/1669]  eta: 0:00:00  tlr: 4.4e-05  tnm: 0.46  Lm: 5.861 (5.801)  Lt: 5.198 (5.152)  Accm: 4.51 (4.62)  Acct: 6.84 (6.97)  time: 0.4550  data: 0.0018
[11-18 07:45:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [1668/1669]  eta: 0:00:00  tlr: 4.4e-05  tnm: 0.46  Lm: 5.772 (5.846)  Lt: 5.079 (5.208)  Accm: 4.83 (4.41)  Acct: 7.16 (6.65)  time: 0.4550  data: 0.0022
[11-18 07:45:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 256/350]  [1668/1669]  eta: 0:00:00  tlr: 4.4e-05  tnm: 0.46  Lm: 5.843 (5.861)  Lt: 5.157 (5.221)  Accm: 4.68 (4.46)  Acct: 7.06 (6.71)  time: 0.4550  data: 0.0017
[11-18 07:45:37] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 256/350]   Total time:      0:11:55   (0.428 s / it)
[11-18 07:45:37] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 256/350]   Total time:      0:11:55   (0.428 s / it)
[11-18 07:45:37] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 256/350]   Total time:      0:11:55   (0.428 s / it)
[11-18 07:45:37] (/home/user/VAR/train.py , line 276)=>      [ep256]  (training )  Lm: 5.828 (5.845), Lt: 5.173 (5.195),  Acc m&t: 4.53 6.94,  Remain: 18:04:03,  Finish: 2024-11-18 09:49
[11-18 07:45:37] (/home/user/VAR/train.py , line 276)=>      [ep256]  (training )  Lm: 5.828 (5.845), Lt: 5.173 (5.195),  Acc m&t: 4.53 6.94,  Remain: 18:03:46,  Finish: 2024-11-18 09:49
[11-18 07:45:37] (/home/user/VAR/train.py , line 276)=>      [ep256]  (training )  Lm: 5.828 (5.845), Lt: 5.173 (5.195),  Acc m&t: 4.53 6.94,  Remain: 18:03:51,  Finish: 2024-11-18 09:49
[11-18 07:45:37] (/home/user/VAR/train.py , line 276)=>      [ep256]  (training )  Lm: 5.828 (5.845), Lt: 5.173 (5.195),  Acc m&t: 4.53 6.94,  Remain: 18:03:51,  Finish: 2024-11-18 09:49
[11-18 07:45:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [   0/1669]  eta: 0:10:36  tlr: 4.4e-05  tnm: 0.46  Lm: 5.905 (5.905)  Lt: 5.252 (5.252)  Accm: 4.01 (4.01)  Acct: 6.03 (6.03)  time: 0.3815  data: 0.0003
[11-18 07:45:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [   0/1669]  eta: 0:10:36  tlr: 4.4e-05  tnm: 0.46  Lm: 5.851 (5.851)  Lt: 5.207 (5.207)  Accm: 4.18 (4.18)  Acct: 6.70 (6.70)  time: 0.3811  data: 0.0004
[11-18 07:45:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [   0/1669]  eta: 0:10:34  tlr: 4.4e-05  tnm: 0.46  Lm: 5.781 (5.781)  Lt: 5.150 (5.150)  Accm: 4.67 (4.67)  Acct: 7.21 (7.21)  time: 0.3804  data: 0.0004
[11-18 07:45:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [   0/1669]  eta: 0:10:35  tlr: 4.4e-05  tnm: 0.46  Lm: 5.870 (5.870)  Lt: 5.215 (5.215)  Accm: 4.17 (4.17)  Acct: 6.59 (6.59)  time: 0.3810  data: 0.0004
[11-18 07:48:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [ 417/1669]  eta: 0:08:39  tlr: 4.4e-05  tnm: 0.47  Lm: 5.854 (5.854)  Lt: 5.202 (5.202)  Accm: 4.37 (4.37)  Acct: 6.86 (6.86)  time: 0.4086  data: 0.0002
[11-18 07:48:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [ 417/1669]  eta: 0:08:39  tlr: 4.4e-05  tnm: 0.47  Lm: 5.817 (5.817)  Lt: 5.182 (5.182)  Accm: 4.39 (4.39)  Acct: 6.74 (6.74)  time: 0.4086  data: 0.0002
[11-18 07:48:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [ 417/1669]  eta: 0:08:39  tlr: 4.4e-05  tnm: 0.47  Lm: 5.856 (5.856)  Lt: 5.222 (5.222)  Accm: 4.24 (4.24)  Acct: 6.32 (6.32)  time: 0.4086  data: 0.0003
[11-18 07:48:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [ 417/1669]  eta: 0:08:39  tlr: 4.4e-05  tnm: 0.47  Lm: 5.918 (5.918)  Lt: 5.285 (5.285)  Accm: 3.92 (3.92)  Acct: 6.20 (6.20)  time: 0.4086  data: 0.0002
[11-18 07:51:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [ 834/1669]  eta: 0:05:53  tlr: 4.4e-05  tnm: 0.51  Lm: 5.985 (5.943)  Lt: 5.349 (5.306)  Accm: 3.65 (3.80)  Acct: 5.70 (6.03)  time: 0.4471  data: 0.0002
[11-18 07:51:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [ 834/1669]  eta: 0:05:53  tlr: 4.4e-05  tnm: 0.51  Lm: 5.853 (5.844)  Lt: 5.213 (5.205)  Accm: 4.24 (4.34)  Acct: 6.27 (6.54)  time: 0.4471  data: 0.0003
[11-18 07:51:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [ 834/1669]  eta: 0:05:53  tlr: 4.4e-05  tnm: 0.51  Lm: 5.839 (5.842)  Lt: 5.189 (5.170)  Accm: 4.57 (4.60)  Acct: 7.13 (7.10)  time: 0.4471  data: 0.0002
[11-18 07:51:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [ 834/1669]  eta: 0:05:53  tlr: 4.4e-05  tnm: 0.51  Lm: 5.883 (5.865)  Lt: 5.211 (5.218)  Accm: 4.22 (4.23)  Acct: 6.61 (6.60)  time: 0.4471  data: 0.0002
[11-18 07:54:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [1251/1669]  eta: 0:02:58  tlr: 4.4e-05  tnm: 0.47  Lm: 5.865 (5.860)  Lt: 5.217 (5.220)  Accm: 4.23 (4.23)  Acct: 6.58 (6.59)  time: 0.4079  data: 0.0003
[11-18 07:54:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [1251/1669]  eta: 0:02:58  tlr: 4.4e-05  tnm: 0.47  Lm: 5.817 (5.817)  Lt: 5.182 (5.175)  Accm: 4.45 (4.48)  Acct: 6.70 (6.69)  time: 0.4079  data: 0.0003
[11-18 07:54:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [1251/1669]  eta: 0:02:58  tlr: 4.4e-05  tnm: 0.47  Lm: 5.931 (5.927)  Lt: 5.295 (5.290)  Accm: 3.92 (3.98)  Acct: 6.20 (6.21)  time: 0.4079  data: 0.0002
[11-18 07:54:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [1251/1669]  eta: 0:02:58  tlr: 4.4e-05  tnm: 0.47  Lm: 5.854 (5.852)  Lt: 5.202 (5.184)  Accm: 4.47 (4.54)  Acct: 7.03 (7.06)  time: 0.4079  data: 0.0002
[11-18 07:57:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [1668/1669]  eta: 0:00:00  tlr: 4.3e-05  tnm: 0.52  Lm: 5.870 (5.858)  Lt: 5.215 (5.192)  Accm: 4.36 (4.47)  Acct: 6.94 (6.94)  time: 0.4102  data: 0.0020
[11-18 07:57:35] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 257/350]   Total time:      0:11:58   (0.430 s / it)
[11-18 07:57:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [1668/1669]  eta: 0:00:00  tlr: 4.3e-05  tnm: 0.52  Lm: 5.877 (5.894)  Lt: 5.240 (5.259)  Accm: 4.18 (4.16)  Acct: 6.70 (6.49)  time: 0.4102  data: 0.0020
[11-18 07:57:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [1668/1669]  eta: 0:00:00  tlr: 4.3e-05  tnm: 0.52  Lm: 5.853 (5.845)  Lt: 5.213 (5.206)  Accm: 4.24 (4.38)  Acct: 6.27 (6.58)  time: 0.4101  data: 0.0018
[11-18 07:57:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 257/350]  [1668/1669]  eta: 0:00:00  tlr: 4.3e-05  tnm: 0.52  Lm: 5.883 (5.876)  Lt: 5.223 (5.246)  Accm: 4.22 (4.15)  Acct: 6.54 (6.39)  time: 0.4102  data: 0.0014
[11-18 07:57:35] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 257/350]   Total time:      0:11:58   (0.430 s / it)
[11-18 07:57:35] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 257/350]   Total time:      0:11:58   (0.430 s / it)
[11-18 07:57:35] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 257/350]   Total time:      0:11:58   (0.430 s / it)
[11-18 07:57:35] (/home/user/VAR/train.py , line 276)=>      [ep257]  (training )  Lm: 5.828 (5.836), Lt: 5.173 (5.180),  Acc m&t: 4.53 6.94,  Remain: 17:56:11,  Finish: 2024-11-18 09:53
[11-18 07:57:35] (/home/user/VAR/train.py , line 276)=>      [ep257]  (training )  Lm: 5.828 (5.836), Lt: 5.173 (5.180),  Acc m&t: 4.53 6.94,  Remain: 17:56:01,  Finish: 2024-11-18 09:53
[11-18 07:57:35] (/home/user/VAR/train.py , line 276)=>      [ep257]  (training )  Lm: 5.828 (5.836), Lt: 5.173 (5.180),  Acc m&t: 4.53 6.94,  Remain: 17:55:59,  Finish: 2024-11-18 09:53
[11-18 07:57:35] (/home/user/VAR/train.py , line 276)=>      [ep257]  (training )  Lm: 5.828 (5.836), Lt: 5.173 (5.180),  Acc m&t: 4.53 6.94,  Remain: 17:55:57,  Finish: 2024-11-18 09:53
[11-18 07:57:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [   0/1669]  eta: 0:10:38  tlr: 4.3e-05  tnm: 0.48  Lm: 5.800 (5.800)  Lt: 5.133 (5.133)  Accm: 4.33 (4.33)  Acct: 6.77 (6.77)  time: 0.3826  data: 0.0004
[11-18 07:57:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [   0/1669]  eta: 0:10:38  tlr: 4.3e-05  tnm: 0.48  Lm: 5.736 (5.736)  Lt: 5.039 (5.039)  Accm: 4.98 (4.98)  Acct: 7.63 (7.63)  time: 0.3825  data: 0.0004
[11-18 07:57:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [   0/1669]  eta: 0:10:36  tlr: 4.3e-05  tnm: 0.48  Lm: 5.878 (5.878)  Lt: 5.191 (5.191)  Accm: 4.33 (4.33)  Acct: 6.94 (6.94)  time: 0.3812  data: 0.0004
[11-18 07:57:36] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [   0/1669]  eta: 0:10:37  tlr: 4.3e-05  tnm: 0.48  Lm: 5.761 (5.761)  Lt: 5.124 (5.124)  Accm: 4.76 (4.76)  Acct: 7.06 (7.06)  time: 0.3822  data: 0.0004
[11-18 08:00:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [ 417/1669]  eta: 0:08:38  tlr: 4.3e-05  tnm: 0.52  Lm: 5.815 (5.815)  Lt: 5.172 (5.172)  Accm: 4.61 (4.61)  Acct: 7.28 (7.28)  time: 0.4074  data: 0.0002
[11-18 08:00:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [ 417/1669]  eta: 0:08:38  tlr: 4.3e-05  tnm: 0.52  Lm: 5.803 (5.803)  Lt: 5.134 (5.134)  Accm: 4.65 (4.65)  Acct: 7.09 (7.09)  time: 0.4074  data: 0.0002
[11-18 08:00:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [ 417/1669]  eta: 0:08:38  tlr: 4.3e-05  tnm: 0.52  Lm: 5.824 (5.824)  Lt: 5.199 (5.199)  Accm: 4.24 (4.24)  Acct: 6.39 (6.39)  time: 0.4074  data: 0.0002
[11-18 08:00:29] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [ 417/1669]  eta: 0:08:38  tlr: 4.3e-05  tnm: 0.52  Lm: 5.912 (5.912)  Lt: 5.249 (5.249)  Accm: 4.21 (4.21)  Acct: 6.77 (6.77)  time: 0.4074  data: 0.0002
[11-18 08:03:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [ 834/1669]  eta: 0:05:52  tlr: 4.3e-05  tnm: 0.52  Lm: 5.921 (5.915)  Lt: 5.300 (5.266)  Accm: 4.09 (4.16)  Acct: 6.59 (6.52)  time: 0.4484  data: 0.0002
[11-18 08:03:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [ 834/1669]  eta: 0:05:52  tlr: 4.3e-05  tnm: 0.52  Lm: 5.804 (5.803)  Lt: 5.135 (5.134)  Accm: 4.82 (4.71)  Acct: 7.63 (7.28)  time: 0.4484  data: 0.0002
[11-18 08:03:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [ 834/1669]  eta: 0:05:52  tlr: 4.3e-05  tnm: 0.52  Lm: 5.847 (5.862)  Lt: 5.264 (5.245)  Accm: 4.14 (4.14)  Acct: 6.01 (6.19)  time: 0.4484  data: 0.0002
[11-18 08:03:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [ 834/1669]  eta: 0:05:52  tlr: 4.3e-05  tnm: 0.52  Lm: 5.870 (5.876)  Lt: 5.219 (5.232)  Accm: 4.45 (4.37)  Acct: 7.06 (6.85)  time: 0.4484  data: 0.0002
[11-18 08:06:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [1251/1669]  eta: 0:02:56  tlr: 4.3e-05  tnm: 0.51  Lm: 5.842 (5.861)  Lt: 5.198 (5.218)  Accm: 4.48 (4.40)  Acct: 6.83 (6.78)  time: 0.4084  data: 0.0002
[11-18 08:06:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [1251/1669]  eta: 0:02:56  tlr: 4.3e-05  tnm: 0.51  Lm: 5.770 (5.779)  Lt: 5.092 (5.113)  Accm: 4.77 (4.71)  Acct: 7.58 (7.34)  time: 0.4084  data: 0.0002
[11-18 08:06:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [1251/1669]  eta: 0:02:56  tlr: 4.3e-05  tnm: 0.51  Lm: 5.900 (5.889)  Lt: 5.245 (5.230)  Accm: 4.21 (4.24)  Acct: 6.76 (6.62)  time: 0.4084  data: 0.0002
[11-18 08:06:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [1251/1669]  eta: 0:02:56  tlr: 4.3e-05  tnm: 0.51  Lm: 5.824 (5.828)  Lt: 5.199 (5.194)  Accm: 4.24 (4.36)  Acct: 6.39 (6.50)  time: 0.4084  data: 0.0002
[11-18 08:09:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [1668/1669]  eta: 0:00:00  tlr: 4.3e-05  tnm: 0.49  Lm: 5.811 (5.824)  Lt: 5.181 (5.192)  Accm: 4.33 (4.46)  Acct: 6.77 (6.69)  time: 0.4133  data: 0.0016
[11-18 08:09:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 258/350]   Total time:      0:11:49   (0.425 s / it)
[11-18 08:09:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [1668/1669]  eta: 0:00:00  tlr: 4.3e-05  tnm: 0.49  Lm: 5.815 (5.836)  Lt: 5.177 (5.194)  Accm: 4.51 (4.54)  Acct: 7.06 (6.98)  time: 0.4133  data: 0.0018
[11-18 08:09:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [1668/1669]  eta: 0:00:00  tlr: 4.3e-05  tnm: 0.49  Lm: 5.783 (5.780)  Lt: 5.130 (5.116)  Accm: 4.72 (4.69)  Acct: 7.52 (7.33)  time: 0.4133  data: 0.0022
[11-18 08:09:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 258/350]  [1668/1669]  eta: 0:00:00  tlr: 4.3e-05  tnm: 0.49  Lm: 5.878 (5.866)  Lt: 5.191 (5.206)  Accm: 4.33 (4.33)  Acct: 6.92 (6.69)  time: 0.4133  data: 0.0020
[11-18 08:09:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 258/350]   Total time:      0:11:49   (0.425 s / it)
[11-18 08:09:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 258/350]   Total time:      0:11:49   (0.425 s / it)
[11-18 08:09:25] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 258/350]   Total time:      0:11:49   (0.425 s / it)
[11-18 08:09:25] (/home/user/VAR/train.py , line 276)=>      [ep258]  (training )  Lm: 5.826 (5.826), Lt: 5.173 (5.176),  Acc m&t: 4.53 6.94,  Remain: 17:43:25,  Finish: 2024-11-18 09:52
[11-18 08:09:25] (/home/user/VAR/train.py , line 276)=>      [ep258]  (training )  Lm: 5.826 (5.826), Lt: 5.173 (5.176),  Acc m&t: 4.53 6.94,  Remain: 17:42:37,  Finish: 2024-11-18 09:52
[11-18 08:09:25] (/home/user/VAR/train.py , line 276)=>      [ep258]  (training )  Lm: 5.826 (5.826), Lt: 5.173 (5.176),  Acc m&t: 4.53 6.94,  Remain: 17:43:12,  Finish: 2024-11-18 09:52
[11-18 08:09:25] (/home/user/VAR/train.py , line 276)=>      [ep258]  (training )  Lm: 5.826 (5.826), Lt: 5.173 (5.176),  Acc m&t: 4.53 6.94,  Remain: 17:42:35,  Finish: 2024-11-18 09:52
[11-18 08:09:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [   0/1669]  eta: 0:10:25  tlr: 4.3e-05  tnm: 0.47  Lm: 5.866 (5.866)  Lt: 5.255 (5.255)  Accm: 4.25 (4.25)  Acct: 6.25 (6.25)  time: 0.3746  data: 0.0003
[11-18 08:09:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [   0/1669]  eta: 0:10:25  tlr: 4.3e-05  tnm: 0.47  Lm: 5.857 (5.857)  Lt: 5.180 (5.180)  Accm: 4.46 (4.46)  Acct: 6.90 (6.90)  time: 0.3747  data: 0.0003
[11-18 08:09:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [   0/1669]  eta: 0:10:25  tlr: 4.3e-05  tnm: 0.47  Lm: 5.742 (5.742)  Lt: 5.097 (5.097)  Accm: 4.98 (4.98)  Acct: 7.46 (7.46)  time: 0.3748  data: 0.0003
[11-18 08:09:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [   0/1669]  eta: 0:10:24  tlr: 4.3e-05  tnm: 0.47  Lm: 5.864 (5.864)  Lt: 5.260 (5.260)  Accm: 4.39 (4.39)  Acct: 6.51 (6.51)  time: 0.3743  data: 0.0004
[11-18 08:12:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [ 417/1669]  eta: 0:08:50  tlr: 4.3e-05  tnm: 0.51  Lm: 5.868 (5.868)  Lt: 5.235 (5.235)  Accm: 4.37 (4.37)  Acct: 6.48 (6.48)  time: 0.4921  data: 0.0002
[11-18 08:12:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [ 417/1669]  eta: 0:08:50  tlr: 4.3e-05  tnm: 0.51  Lm: 5.882 (5.882)  Lt: 5.208 (5.208)  Accm: 4.28 (4.28)  Acct: 6.74 (6.74)  time: 0.4921  data: 0.0002
[11-18 08:12:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [ 417/1669]  eta: 0:08:50  tlr: 4.3e-05  tnm: 0.51  Lm: 5.792 (5.792)  Lt: 5.140 (5.140)  Accm: 4.68 (4.68)  Acct: 7.10 (7.10)  time: 0.4921  data: 0.0002
[11-18 08:12:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [ 417/1669]  eta: 0:08:50  tlr: 4.3e-05  tnm: 0.51  Lm: 5.797 (5.797)  Lt: 5.155 (5.155)  Accm: 4.63 (4.63)  Acct: 7.08 (7.08)  time: 0.4921  data: 0.0002
[11-18 08:15:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [ 834/1669]  eta: 0:05:59  tlr: 4.3e-05  tnm: 0.47  Lm: 5.804 (5.800)  Lt: 5.138 (5.149)  Accm: 4.66 (4.64)  Acct: 7.46 (7.22)  time: 0.4136  data: 0.0003
[11-18 08:15:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [ 834/1669]  eta: 0:05:59  tlr: 4.3e-05  tnm: 0.47  Lm: 5.857 (5.870)  Lt: 5.180 (5.187)  Accm: 4.43 (4.33)  Acct: 6.90 (6.82)  time: 0.4136  data: 0.0002
[11-18 08:15:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [ 834/1669]  eta: 0:05:59  tlr: 4.3e-05  tnm: 0.47  Lm: 5.866 (5.818)  Lt: 5.228 (5.169)  Accm: 4.43 (4.60)  Acct: 6.78 (7.00)  time: 0.4136  data: 0.0002
[11-18 08:15:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [ 834/1669]  eta: 0:05:59  tlr: 4.3e-05  tnm: 0.47  Lm: 5.872 (5.873)  Lt: 5.220 (5.230)  Accm: 4.35 (4.28)  Acct: 6.46 (6.46)  time: 0.4136  data: 0.0003
[11-18 08:18:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [1251/1669]  eta: 0:02:57  tlr: 4.3e-05  tnm: 0.50  Lm: 5.868 (5.865)  Lt: 5.215 (5.215)  Accm: 4.37 (4.41)  Acct: 6.48 (6.71)  time: 0.4030  data: 0.0002
[11-18 08:18:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [1251/1669]  eta: 0:02:57  tlr: 4.3e-05  tnm: 0.50  Lm: 5.828 (5.811)  Lt: 5.184 (5.162)  Accm: 4.50 (4.59)  Acct: 7.11 (7.11)  time: 0.4030  data: 0.0002
[11-18 08:18:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [1251/1669]  eta: 0:02:57  tlr: 4.3e-05  tnm: 0.50  Lm: 5.828 (5.822)  Lt: 5.175 (5.175)  Accm: 4.53 (4.58)  Acct: 7.19 (7.15)  time: 0.4030  data: 0.0003
[11-18 08:18:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [1251/1669]  eta: 0:02:57  tlr: 4.3e-05  tnm: 0.50  Lm: 5.882 (5.890)  Lt: 5.208 (5.215)  Accm: 4.31 (4.29)  Acct: 6.74 (6.76)  time: 0.4030  data: 0.0002
[11-18 08:21:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [1668/1669]  eta: 0:00:00  tlr: 4.3e-05  tnm: 0.46  Lm: 5.857 (5.853)  Lt: 5.180 (5.173)  Accm: 4.43 (4.44)  Acct: 6.90 (6.94)  time: 0.4086  data: 0.0018
[11-18 08:21:13] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 259/350]   Total time:      0:11:48   (0.424 s / it)
[11-18 08:21:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [1668/1669]  eta: 0:00:00  tlr: 4.3e-05  tnm: 0.46  Lm: 5.834 (5.824)  Lt: 5.212 (5.183)  Accm: 4.52 (4.57)  Acct: 6.92 (7.02)  time: 0.4086  data: 0.0015
[11-18 08:21:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [1668/1669]  eta: 0:00:00  tlr: 4.3e-05  tnm: 0.46  Lm: 5.866 (5.826)  Lt: 5.196 (5.169)  Accm: 4.43 (4.50)  Acct: 6.78 (6.96)  time: 0.4086  data: 0.0015
[11-18 08:21:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 259/350]  [1668/1669]  eta: 0:00:00  tlr: 4.3e-05  tnm: 0.46  Lm: 5.864 (5.863)  Lt: 5.211 (5.210)  Accm: 4.39 (4.43)  Acct: 6.51 (6.73)  time: 0.4086  data: 0.0014
[11-18 08:21:13] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 259/350]   Total time:      0:11:48   (0.424 s / it)
[11-18 08:21:13] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 259/350]   Total time:      0:11:48   (0.424 s / it)
[11-18 08:21:13] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 259/350]   Total time:      0:11:48   (0.424 s / it)
[11-18 08:23:29] (home/user/VAR/trainer.py, line 113)=> FID: 5.809705143587621
[11-18 08:23:29] (/home/user/VAR/train.py , line 259)=>  [*] [ep259]  (val 50000)  Lm: 5.8324, Lt: 5.1804, Acc m&t: 4.50 6.86,  Val cost: 135.83s
[11-18 08:23:29] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-18 08:23:46] (/home/user/VAR/train.py , line 276)=>      [ep259]  (training )  Lm: 5.826 (5.832), Lt: 5.173 (5.180),  Acc m&t: 4.53 6.94,  Remain: 17:14:44,  Finish: 2024-11-18 09:35
[11-18 08:23:46] (/home/user/VAR/train.py , line 276)=>      [ep259]  (training )  Lm: 5.826 (5.832), Lt: 5.173 (5.180),  Acc m&t: 4.53 6.94,  Remain: 17:14:34,  Finish: 2024-11-18 09:35
[11-18 08:23:46] (/home/user/VAR/train.py , line 276)=>      [ep259]  (training )  Lm: 5.826 (5.832), Lt: 5.173 (5.180),  Acc m&t: 4.53 6.94,  Remain: 17:14:44,  Finish: 2024-11-18 09:35
[11-18 08:23:46] (/home/user/VAR/train.py , line 276)=>      [ep259]  (training )  Lm: 5.826 (5.832), Lt: 5.173 (5.180),  Acc m&t: 4.53 6.94,  Remain: 17:15:00,  Finish: 2024-11-18 09:36
[11-18 08:23:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [   0/1669]  eta: 0:10:04  tlr: 4.3e-05  tnm: 0.46  Lm: 5.807 (5.807)  Lt: 5.147 (5.147)  Accm: 4.28 (4.28)  Acct: 6.56 (6.56)  time: 0.3621  data: 0.0003
[11-18 08:23:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [   0/1669]  eta: 0:10:01  tlr: 4.3e-05  tnm: 0.46  Lm: 5.762 (5.762)  Lt: 5.124 (5.124)  Accm: 4.74 (4.74)  Acct: 7.02 (7.02)  time: 0.3607  data: 0.0003
[11-18 08:23:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [   0/1669]  eta: 0:10:04  tlr: 4.3e-05  tnm: 0.46  Lm: 5.743 (5.743)  Lt: 5.074 (5.074)  Accm: 4.83 (4.83)  Acct: 7.44 (7.44)  time: 0.3619  data: 0.0004
[11-18 08:23:46] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [   0/1669]  eta: 0:11:10  tlr: 4.3e-05  tnm: 0.46  Lm: 5.859 (5.859)  Lt: 5.233 (5.233)  Accm: 4.39 (4.39)  Acct: 6.96 (6.96)  time: 0.4015  data: 0.0004
[11-18 08:26:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [ 417/1669]  eta: 0:09:03  tlr: 4.2e-05  tnm: 0.49  Lm: 5.906 (5.906)  Lt: 5.286 (5.286)  Accm: 4.14 (4.14)  Acct: 6.41 (6.41)  time: 0.5001  data: 0.0002
[11-18 08:26:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [ 417/1669]  eta: 0:09:03  tlr: 4.2e-05  tnm: 0.49  Lm: 5.749 (5.749)  Lt: 5.083 (5.083)  Accm: 4.81 (4.81)  Acct: 7.37 (7.37)  time: 0.5001  data: 0.0002
[11-18 08:26:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [ 417/1669]  eta: 0:09:03  tlr: 4.2e-05  tnm: 0.49  Lm: 5.790 (5.790)  Lt: 5.126 (5.126)  Accm: 4.50 (4.50)  Acct: 6.92 (6.92)  time: 0.5001  data: 0.0002
[11-18 08:26:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [ 417/1669]  eta: 0:09:03  tlr: 4.2e-05  tnm: 0.49  Lm: 5.811 (5.811)  Lt: 5.121 (5.121)  Accm: 4.42 (4.42)  Acct: 6.78 (6.78)  time: 0.5001  data: 0.0002
[11-18 08:29:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [ 834/1669]  eta: 0:06:06  tlr: 4.2e-05  tnm: 0.49  Lm: 5.814 (5.857)  Lt: 5.147 (5.188)  Accm: 4.28 (4.28)  Acct: 6.56 (6.58)  time: 0.4113  data: 0.0002
[11-18 08:29:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [ 834/1669]  eta: 0:06:06  tlr: 4.2e-05  tnm: 0.49  Lm: 5.953 (5.931)  Lt: 5.339 (5.314)  Accm: 3.88 (3.97)  Acct: 5.87 (6.14)  time: 0.4113  data: 0.0003
[11-18 08:29:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [ 834/1669]  eta: 0:06:06  tlr: 4.2e-05  tnm: 0.49  Lm: 5.762 (5.771)  Lt: 5.124 (5.102)  Accm: 4.74 (4.63)  Acct: 7.02 (7.10)  time: 0.4113  data: 0.0002
[11-18 08:29:52] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [ 834/1669]  eta: 0:06:06  tlr: 4.2e-05  tnm: 0.49  Lm: 5.810 (5.797)  Lt: 5.117 (5.123)  Accm: 4.65 (4.55)  Acct: 7.33 (7.06)  time: 0.4113  data: 0.0002
[11-18 08:32:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [1251/1669]  eta: 0:03:00  tlr: 4.2e-05  tnm: 0.50  Lm: 5.823 (5.824)  Lt: 5.147 (5.158)  Accm: 4.43 (4.47)  Acct: 6.95 (6.93)  time: 0.4118  data: 0.0002
[11-18 08:32:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [1251/1669]  eta: 0:03:00  tlr: 4.2e-05  tnm: 0.50  Lm: 5.788 (5.789)  Lt: 5.132 (5.128)  Accm: 4.74 (4.66)  Acct: 7.27 (7.20)  time: 0.4117  data: 0.0002
[11-18 08:32:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [1251/1669]  eta: 0:03:00  tlr: 4.2e-05  tnm: 0.50  Lm: 5.921 (5.921)  Lt: 5.286 (5.293)  Accm: 4.14 (4.12)  Acct: 6.41 (6.36)  time: 0.4118  data: 0.0003
[11-18 08:32:47] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [1251/1669]  eta: 0:03:00  tlr: 4.2e-05  tnm: 0.50  Lm: 5.811 (5.839)  Lt: 5.121 (5.165)  Accm: 4.42 (4.41)  Acct: 6.78 (6.79)  time: 0.4118  data: 0.0002
[11-18 08:35:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [1668/1669]  eta: 0:00:00  tlr: 4.2e-05  tnm: 0.50  Lm: 5.814 (5.839)  Lt: 5.147 (5.171)  Accm: 4.28 (4.37)  Acct: 6.56 (6.70)  time: 0.4575  data: 0.0015
[11-18 08:35:44] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 260/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 08:35:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [1668/1669]  eta: 0:00:00  tlr: 4.2e-05  tnm: 0.50  Lm: 5.814 (5.796)  Lt: 5.140 (5.133)  Accm: 4.73 (4.58)  Acct: 7.02 (7.07)  time: 0.4575  data: 0.0016
[11-18 08:35:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [1668/1669]  eta: 0:00:00  tlr: 4.2e-05  tnm: 0.50  Lm: 5.890 (5.874)  Lt: 5.233 (5.230)  Accm: 4.39 (4.34)  Acct: 6.96 (6.68)  time: 0.4575  data: 0.0013
[11-18 08:35:44] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 260/350]  [1668/1669]  eta: 0:00:00  tlr: 4.2e-05  tnm: 0.50  Lm: 5.810 (5.818)  Lt: 5.117 (5.142)  Accm: 4.52 (4.48)  Acct: 7.33 (7.01)  time: 0.4575  data: 0.0015
[11-18 08:35:44] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 260/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 08:35:44] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 260/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 08:35:44] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 260/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 08:35:44] (/home/user/VAR/train.py , line 276)=>      [ep260]  (training )  Lm: 5.826 (5.837), Lt: 5.173 (5.184),  Acc m&t: 4.53 6.94,  Remain: 17:05:42,  Finish: 2024-11-18 09:41
[11-18 08:35:44] (/home/user/VAR/train.py , line 276)=>      [ep260]  (training )  Lm: 5.826 (5.837), Lt: 5.173 (5.184),  Acc m&t: 4.53 6.94,  Remain: 17:05:48,  Finish: 2024-11-18 09:41
[11-18 08:35:44] (/home/user/VAR/train.py , line 276)=>      [ep260]  (training )  Lm: 5.826 (5.837), Lt: 5.173 (5.184),  Acc m&t: 4.53 6.94,  Remain: 17:05:40,  Finish: 2024-11-18 09:41
[11-18 08:35:44] (/home/user/VAR/train.py , line 276)=>      [ep260]  (training )  Lm: 5.826 (5.837), Lt: 5.173 (5.184),  Acc m&t: 4.53 6.94,  Remain: 17:06:03,  Finish: 2024-11-18 09:41
[11-18 08:35:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [   0/1669]  eta: 0:10:30  tlr: 4.2e-05  tnm: 0.46  Lm: 5.694 (5.694)  Lt: 5.022 (5.022)  Accm: 5.38 (5.38)  Acct: 8.06 (8.06)  time: 0.3775  data: 0.0004
[11-18 08:35:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [   0/1669]  eta: 0:09:57  tlr: 4.2e-05  tnm: 0.46  Lm: 6.039 (6.039)  Lt: 5.452 (5.452)  Accm: 3.47 (3.47)  Acct: 5.18 (5.18)  time: 0.3581  data: 0.0003
[11-18 08:35:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [   0/1669]  eta: 0:09:57  tlr: 4.2e-05  tnm: 0.46  Lm: 5.832 (5.832)  Lt: 5.142 (5.142)  Accm: 4.52 (4.52)  Acct: 7.15 (7.15)  time: 0.3580  data: 0.0004
[11-18 08:35:45] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [   0/1669]  eta: 0:09:59  tlr: 4.2e-05  tnm: 0.46  Lm: 5.796 (5.796)  Lt: 5.147 (5.147)  Accm: 4.57 (4.57)  Acct: 7.13 (7.13)  time: 0.3590  data: 0.0003
[11-18 08:38:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [ 417/1669]  eta: 0:08:50  tlr: 4.2e-05  tnm: 0.50  Lm: 5.811 (5.811)  Lt: 5.148 (5.148)  Accm: 4.42 (4.42)  Acct: 6.90 (6.90)  time: 0.4122  data: 0.0002
[11-18 08:38:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [ 417/1669]  eta: 0:08:50  tlr: 4.2e-05  tnm: 0.50  Lm: 5.883 (5.883)  Lt: 5.231 (5.231)  Accm: 4.21 (4.21)  Acct: 6.58 (6.58)  time: 0.4122  data: 0.0002
[11-18 08:38:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [ 417/1669]  eta: 0:08:50  tlr: 4.2e-05  tnm: 0.50  Lm: 5.895 (5.895)  Lt: 5.278 (5.278)  Accm: 4.20 (4.20)  Acct: 6.23 (6.23)  time: 0.4122  data: 0.0002
[11-18 08:38:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [ 417/1669]  eta: 0:08:50  tlr: 4.2e-05  tnm: 0.50  Lm: 5.759 (5.759)  Lt: 5.083 (5.083)  Accm: 4.99 (4.99)  Acct: 7.59 (7.59)  time: 0.4122  data: 0.0002
[11-18 08:41:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [ 834/1669]  eta: 0:05:56  tlr: 4.2e-05  tnm: 0.47  Lm: 5.824 (5.783)  Lt: 5.144 (5.105)  Accm: 4.64 (4.87)  Acct: 7.13 (7.43)  time: 0.4968  data: 0.0002
[11-18 08:41:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [ 834/1669]  eta: 0:05:56  tlr: 4.2e-05  tnm: 0.47  Lm: 5.778 (5.856)  Lt: 5.104 (5.219)  Accm: 4.50 (4.30)  Acct: 6.87 (6.45)  time: 0.4968  data: 0.0002
[11-18 08:41:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [ 834/1669]  eta: 0:05:56  tlr: 4.2e-05  tnm: 0.47  Lm: 5.832 (5.839)  Lt: 5.142 (5.182)  Accm: 4.52 (4.45)  Acct: 7.15 (6.95)  time: 0.4968  data: 0.0002
[11-18 08:41:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [ 834/1669]  eta: 0:05:56  tlr: 4.2e-05  tnm: 0.47  Lm: 5.817 (5.813)  Lt: 5.149 (5.151)  Accm: 4.57 (4.55)  Acct: 7.13 (7.05)  time: 0.4968  data: 0.0002
[11-18 08:44:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [1251/1669]  eta: 0:02:57  tlr: 4.2e-05  tnm: 0.48  Lm: 5.822 (5.821)  Lt: 5.153 (5.158)  Accm: 4.50 (4.52)  Acct: 7.09 (7.05)  time: 0.4509  data: 0.0002
[11-18 08:44:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [1251/1669]  eta: 0:02:57  tlr: 4.2e-05  tnm: 0.48  Lm: 5.778 (5.770)  Lt: 5.091 (5.088)  Accm: 4.79 (4.89)  Acct: 7.37 (7.47)  time: 0.4509  data: 0.0002
[11-18 08:44:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [1251/1669]  eta: 0:02:57  tlr: 4.2e-05  tnm: 0.48  Lm: 5.836 (5.839)  Lt: 5.190 (5.196)  Accm: 4.29 (4.35)  Acct: 6.59 (6.72)  time: 0.4509  data: 0.0002
[11-18 08:44:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [1251/1669]  eta: 0:02:57  tlr: 4.2e-05  tnm: 0.48  Lm: 5.803 (5.849)  Lt: 5.139 (5.208)  Accm: 4.31 (4.25)  Acct: 6.73 (6.48)  time: 0.4509  data: 0.0002
[11-18 08:47:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [1668/1669]  eta: 0:00:00  tlr: 4.2e-05  tnm: 0.49  Lm: 5.821 (5.844)  Lt: 5.174 (5.206)  Accm: 4.30 (4.26)  Acct: 6.59 (6.41)  time: 0.4121  data: 0.0019
[11-18 08:47:40] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 261/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 08:47:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [1668/1669]  eta: 0:00:00  tlr: 4.2e-05  tnm: 0.49  Lm: 5.817 (5.811)  Lt: 5.149 (5.134)  Accm: 4.57 (4.56)  Acct: 7.13 (7.20)  time: 0.4121  data: 0.0016
[11-18 08:47:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [1668/1669]  eta: 0:00:00  tlr: 4.2e-05  tnm: 0.49  Lm: 5.824 (5.798)  Lt: 5.144 (5.130)  Accm: 4.64 (4.83)  Acct: 7.13 (7.38)  time: 0.4121  data: 0.0015
[11-18 08:47:40] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 261/350]  [1668/1669]  eta: 0:00:00  tlr: 4.2e-05  tnm: 0.49  Lm: 5.840 (5.845)  Lt: 5.214 (5.200)  Accm: 4.29 (4.34)  Acct: 6.75 (6.73)  time: 0.4121  data: 0.0017
[11-18 08:47:40] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 261/350]   Total time:      0:11:56   (0.429 s / it)
[11-18 08:47:40] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 261/350]   Total time:      0:11:56   (0.429 s / it)
[11-18 08:47:40] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 261/350]   Total time:      0:11:56   (0.429 s / it)
[11-18 08:47:41] (/home/user/VAR/train.py , line 276)=>      [ep261]  (training )  Lm: 5.826 (5.833), Lt: 5.173 (5.178),  Acc m&t: 4.53 6.94,  Remain: 17:07:58,  Finish: 2024-11-18 09:55
[11-18 08:47:41] (/home/user/VAR/train.py , line 276)=>      [ep261]  (training )  Lm: 5.826 (5.833), Lt: 5.173 (5.178),  Acc m&t: 4.53 6.94,  Remain: 17:08:05,  Finish: 2024-11-18 09:55
[11-18 08:47:41] (/home/user/VAR/train.py , line 276)=>      [ep261]  (training )  Lm: 5.826 (5.833), Lt: 5.173 (5.178),  Acc m&t: 4.53 6.94,  Remain: 17:08:53,  Finish: 2024-11-18 09:56
[11-18 08:47:41] (/home/user/VAR/train.py , line 276)=>      [ep261]  (training )  Lm: 5.826 (5.833), Lt: 5.173 (5.178),  Acc m&t: 4.53 6.94,  Remain: 17:08:13,  Finish: 2024-11-18 09:55
[11-18 08:47:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [   0/1669]  eta: 0:10:23  tlr: 4.2e-05  tnm: 0.49  Lm: 5.785 (5.785)  Lt: 5.099 (5.099)  Accm: 4.64 (4.64)  Acct: 6.89 (6.89)  time: 0.3735  data: 0.0004
[11-18 08:47:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [   0/1669]  eta: 0:10:23  tlr: 4.2e-05  tnm: 0.49  Lm: 5.826 (5.826)  Lt: 5.205 (5.205)  Accm: 4.25 (4.25)  Acct: 6.16 (6.16)  time: 0.3737  data: 0.0004
[11-18 08:47:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [   0/1669]  eta: 0:10:18  tlr: 4.2e-05  tnm: 0.49  Lm: 5.759 (5.759)  Lt: 5.118 (5.118)  Accm: 4.28 (4.28)  Acct: 6.30 (6.30)  time: 0.3707  data: 0.0004
[11-18 08:47:41] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [   0/1669]  eta: 0:10:23  tlr: 4.2e-05  tnm: 0.49  Lm: 5.889 (5.889)  Lt: 5.215 (5.215)  Accm: 3.83 (3.83)  Acct: 5.97 (5.97)  time: 0.3737  data: 0.0004
[11-18 08:50:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [ 417/1669]  eta: 0:08:43  tlr: 4.1e-05  tnm: 0.50  Lm: 5.833 (5.833)  Lt: 5.174 (5.174)  Accm: 4.27 (4.27)  Acct: 6.60 (6.60)  time: 0.4065  data: 0.0003
[11-18 08:50:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [ 417/1669]  eta: 0:08:43  tlr: 4.1e-05  tnm: 0.50  Lm: 5.789 (5.789)  Lt: 5.105 (5.105)  Accm: 4.57 (4.57)  Acct: 6.71 (6.71)  time: 0.4065  data: 0.0002
[11-18 08:50:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [ 417/1669]  eta: 0:08:43  tlr: 4.1e-05  tnm: 0.50  Lm: 5.850 (5.850)  Lt: 5.208 (5.208)  Accm: 4.38 (4.38)  Acct: 6.31 (6.31)  time: 0.4065  data: 0.0002
[11-18 08:50:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [ 417/1669]  eta: 0:08:43  tlr: 4.1e-05  tnm: 0.50  Lm: 5.769 (5.769)  Lt: 5.098 (5.098)  Accm: 4.43 (4.43)  Acct: 6.75 (6.75)  time: 0.4065  data: 0.0002
[11-18 08:53:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [ 834/1669]  eta: 0:05:50  tlr: 4.1e-05  tnm: 0.49  Lm: 5.779 (5.774)  Lt: 5.110 (5.102)  Accm: 4.43 (4.43)  Acct: 6.40 (6.63)  time: 0.5429  data: 0.0003
[11-18 08:53:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [ 834/1669]  eta: 0:05:50  tlr: 4.1e-05  tnm: 0.49  Lm: 5.793 (5.842)  Lt: 5.112 (5.170)  Accm: 4.50 (4.40)  Acct: 6.53 (6.61)  time: 0.5429  data: 0.0002
[11-18 08:53:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [ 834/1669]  eta: 0:05:50  tlr: 4.1e-05  tnm: 0.49  Lm: 5.889 (5.890)  Lt: 5.215 (5.233)  Accm: 3.83 (4.11)  Acct: 6.01 (6.40)  time: 0.5429  data: 0.0002
[11-18 08:53:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [ 834/1669]  eta: 0:05:50  tlr: 4.1e-05  tnm: 0.49  Lm: 5.873 (5.865)  Lt: 5.211 (5.220)  Accm: 4.25 (4.27)  Acct: 6.44 (6.35)  time: 0.5429  data: 0.0002
[11-18 08:56:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [1251/1669]  eta: 0:02:57  tlr: 4.1e-05  tnm: 0.49  Lm: 5.860 (5.860)  Lt: 5.208 (5.212)  Accm: 4.31 (4.30)  Acct: 6.45 (6.40)  time: 0.5000  data: 0.0002
[11-18 08:56:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [1251/1669]  eta: 0:02:57  tlr: 4.1e-05  tnm: 0.49  Lm: 5.789 (5.812)  Lt: 5.105 (5.134)  Accm: 4.57 (4.65)  Acct: 6.71 (7.09)  time: 0.5000  data: 0.0002
[11-18 08:56:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [1251/1669]  eta: 0:02:57  tlr: 4.1e-05  tnm: 0.49  Lm: 5.782 (5.795)  Lt: 5.114 (5.134)  Accm: 4.36 (4.39)  Acct: 6.35 (6.54)  time: 0.5000  data: 0.0002
[11-18 08:56:33] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [1251/1669]  eta: 0:02:57  tlr: 4.1e-05  tnm: 0.49  Lm: 5.903 (5.896)  Lt: 5.258 (5.250)  Accm: 3.83 (4.04)  Acct: 5.99 (6.30)  time: 0.5000  data: 0.0003
[11-18 08:59:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [1668/1669]  eta: 0:00:00  tlr: 4.1e-05  tnm: 0.50  Lm: 5.889 (5.856)  Lt: 5.215 (5.201)  Accm: 3.83 (4.20)  Acct: 6.01 (6.52)  time: 0.4557  data: 0.0015
[11-18 08:59:37] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 262/350]   Total time:      0:11:56   (0.429 s / it)
[11-18 08:59:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [1668/1669]  eta: 0:00:00  tlr: 4.1e-05  tnm: 0.50  Lm: 5.846 (5.845)  Lt: 5.205 (5.204)  Accm: 4.36 (4.37)  Acct: 6.46 (6.56)  time: 0.4557  data: 0.0017
[11-18 08:59:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [1668/1669]  eta: 0:00:00  tlr: 4.1e-05  tnm: 0.50  Lm: 5.793 (5.819)  Lt: 5.112 (5.141)  Accm: 4.50 (4.61)  Acct: 6.89 (7.05)  time: 0.4557  data: 0.0017
[11-18 08:59:37] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 262/350]  [1668/1669]  eta: 0:00:00  tlr: 4.1e-05  tnm: 0.50  Lm: 5.779 (5.779)  Lt: 5.110 (5.103)  Accm: 4.43 (4.60)  Acct: 6.40 (6.98)  time: 0.4557  data: 0.0019
[11-18 08:59:37] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 262/350]   Total time:      0:11:56   (0.429 s / it)
[11-18 08:59:37] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 262/350]   Total time:      0:11:56   (0.429 s / it)
[11-18 08:59:37] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 262/350]   Total time:      0:11:56   (0.429 s / it)
[11-18 08:59:37] (/home/user/VAR/train.py , line 276)=>      [ep262]  (training )  Lm: 5.826 (5.835), Lt: 5.173 (5.181),  Acc m&t: 4.53 6.94,  Remain: 16:53:04,  Finish: 2024-11-18 09:52
[11-18 08:59:37] (/home/user/VAR/train.py , line 276)=>      [ep262]  (training )  Lm: 5.826 (5.835), Lt: 5.173 (5.181),  Acc m&t: 4.53 6.94,  Remain: 16:53:06,  Finish: 2024-11-18 09:52
[11-18 08:59:37] (/home/user/VAR/train.py , line 276)=>      [ep262]  (training )  Lm: 5.826 (5.835), Lt: 5.173 (5.181),  Acc m&t: 4.53 6.94,  Remain: 16:52:47,  Finish: 2024-11-18 09:52
[11-18 08:59:37] (/home/user/VAR/train.py , line 276)=>      [ep262]  (training )  Lm: 5.826 (5.835), Lt: 5.173 (5.181),  Acc m&t: 4.53 6.94,  Remain: 16:53:19,  Finish: 2024-11-18 09:52
[11-18 08:59:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [   0/1669]  eta: 0:10:36  tlr: 4.1e-05  tnm: 0.50  Lm: 5.916 (5.916)  Lt: 5.262 (5.262)  Accm: 3.81 (3.81)  Acct: 5.97 (5.97)  time: 0.3814  data: 0.0004
[11-18 08:59:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [   0/1669]  eta: 0:10:37  tlr: 4.1e-05  tnm: 0.50  Lm: 5.781 (5.781)  Lt: 5.164 (5.164)  Accm: 4.61 (4.61)  Acct: 7.01 (7.01)  time: 0.3821  data: 0.0004
[11-18 08:59:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [   0/1669]  eta: 0:10:37  tlr: 4.1e-05  tnm: 0.50  Lm: 6.081 (6.081)  Lt: 5.499 (5.499)  Accm: 3.39 (3.39)  Acct: 5.18 (5.18)  time: 0.3822  data: 0.0004
[11-18 08:59:38] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [   0/1669]  eta: 0:10:30  tlr: 4.1e-05  tnm: 0.50  Lm: 5.811 (5.811)  Lt: 5.113 (5.113)  Accm: 4.36 (4.36)  Acct: 7.25 (7.25)  time: 0.3775  data: 0.0004
[11-18 09:02:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [ 417/1669]  eta: 0:08:39  tlr: 4.1e-05  tnm: 0.49  Lm: 5.880 (5.880)  Lt: 5.211 (5.211)  Accm: 4.14 (4.14)  Acct: 6.58 (6.58)  time: 0.4071  data: 0.0003
[11-18 09:02:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [ 417/1669]  eta: 0:08:39  tlr: 4.1e-05  tnm: 0.49  Lm: 5.836 (5.836)  Lt: 5.185 (5.185)  Accm: 4.39 (4.39)  Acct: 6.70 (6.70)  time: 0.4071  data: 0.0002
[11-18 09:02:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [ 417/1669]  eta: 0:08:39  tlr: 4.1e-05  tnm: 0.49  Lm: 5.963 (5.963)  Lt: 5.344 (5.344)  Accm: 3.89 (3.89)  Acct: 5.88 (5.88)  time: 0.4071  data: 0.0002
[11-18 09:02:31] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [ 417/1669]  eta: 0:08:39  tlr: 4.1e-05  tnm: 0.49  Lm: 5.827 (5.827)  Lt: 5.213 (5.213)  Accm: 4.44 (4.44)  Acct: 6.84 (6.84)  time: 0.4071  data: 0.0002
[11-18 09:05:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [ 834/1669]  eta: 0:05:51  tlr: 4.1e-05  tnm: 0.47  Lm: 5.800 (5.818)  Lt: 5.164 (5.174)  Accm: 4.52 (4.47)  Acct: 6.77 (6.82)  time: 0.4513  data: 0.0002
[11-18 09:05:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [ 834/1669]  eta: 0:05:51  tlr: 4.1e-05  tnm: 0.47  Lm: 5.845 (5.911)  Lt: 5.188 (5.269)  Accm: 4.38 (4.05)  Acct: 6.58 (6.19)  time: 0.4513  data: 0.0002
[11-18 09:05:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [ 834/1669]  eta: 0:05:51  tlr: 4.1e-05  tnm: 0.47  Lm: 5.830 (5.834)  Lt: 5.161 (5.177)  Accm: 4.27 (4.35)  Acct: 6.54 (6.65)  time: 0.4513  data: 0.0002
[11-18 09:05:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [ 834/1669]  eta: 0:05:51  tlr: 4.1e-05  tnm: 0.47  Lm: 5.857 (5.872)  Lt: 5.223 (5.215)  Accm: 4.14 (4.14)  Acct: 6.40 (6.52)  time: 0.4513  data: 0.0002
[11-18 09:08:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [1251/1669]  eta: 0:02:57  tlr: 4.1e-05  tnm: 0.49  Lm: 5.834 (5.854)  Lt: 5.190 (5.201)  Accm: 4.25 (4.24)  Acct: 6.70 (6.64)  time: 0.4492  data: 0.0002
[11-18 09:08:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [1251/1669]  eta: 0:02:57  tlr: 4.1e-05  tnm: 0.49  Lm: 5.819 (5.828)  Lt: 5.141 (5.163)  Accm: 4.39 (4.39)  Acct: 6.77 (6.73)  time: 0.4492  data: 0.0002
[11-18 09:08:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [1251/1669]  eta: 0:02:57  tlr: 4.1e-05  tnm: 0.49  Lm: 5.837 (5.844)  Lt: 5.212 (5.196)  Accm: 4.39 (4.35)  Acct: 6.72 (6.72)  time: 0.4492  data: 0.0002
[11-18 09:08:30] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [1251/1669]  eta: 0:02:57  tlr: 4.1e-05  tnm: 0.49  Lm: 5.897 (5.921)  Lt: 5.250 (5.280)  Accm: 4.07 (3.98)  Acct: 6.22 (6.10)  time: 0.4492  data: 0.0002
[11-18 09:11:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [1668/1669]  eta: 0:00:00  tlr: 4.1e-05  tnm: 0.51  Lm: 5.845 (5.893)  Lt: 5.188 (5.243)  Accm: 4.38 (4.11)  Acct: 6.58 (6.37)  time: 0.4097  data: 0.0019
[11-18 09:11:24] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 263/350]   Total time:      0:11:46   (0.423 s / it)
[11-18 09:11:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [1668/1669]  eta: 0:00:00  tlr: 4.1e-05  tnm: 0.51  Lm: 5.800 (5.835)  Lt: 5.204 (5.198)  Accm: 4.52 (4.40)  Acct: 6.68 (6.71)  time: 0.4097  data: 0.0015
[11-18 09:11:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [1668/1669]  eta: 0:00:00  tlr: 4.1e-05  tnm: 0.51  Lm: 5.809 (5.814)  Lt: 5.121 (5.141)  Accm: 4.51 (4.55)  Acct: 6.99 (6.98)  time: 0.4097  data: 0.0015
[11-18 09:11:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 263/350]  [1668/1669]  eta: 0:00:00  tlr: 4.1e-05  tnm: 0.51  Lm: 5.857 (5.866)  Lt: 5.223 (5.215)  Accm: 4.36 (4.29)  Acct: 6.80 (6.67)  time: 0.4097  data: 0.0014
[11-18 09:11:24] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 263/350]   Total time:      0:11:46   (0.423 s / it)
[11-18 09:11:24] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 263/350]   Total time:      0:11:46   (0.423 s / it)
[11-18 09:11:24] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 263/350]   Total time:      0:11:46   (0.423 s / it)
[11-18 09:11:24] (/home/user/VAR/train.py , line 276)=>      [ep263]  (training )  Lm: 5.826 (5.844), Lt: 5.173 (5.192),  Acc m&t: 4.53 6.94,  Remain: 16:33:02,  Finish: 2024-11-18 09:44
[11-18 09:11:24] (/home/user/VAR/train.py , line 276)=>      [ep263]  (training )  Lm: 5.826 (5.844), Lt: 5.173 (5.192),  Acc m&t: 4.53 6.94,  Remain: 16:32:53,  Finish: 2024-11-18 09:44
[11-18 09:11:24] (/home/user/VAR/train.py , line 276)=>      [ep263]  (training )  Lm: 5.826 (5.844), Lt: 5.173 (5.192),  Acc m&t: 4.53 6.94,  Remain: 16:32:43,  Finish: 2024-11-18 09:44
[11-18 09:11:24] (/home/user/VAR/train.py , line 276)=>      [ep263]  (training )  Lm: 5.826 (5.844), Lt: 5.173 (5.192),  Acc m&t: 4.53 6.94,  Remain: 16:32:36,  Finish: 2024-11-18 09:44
[11-18 09:11:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [   0/1669]  eta: 0:09:56  tlr: 4.1e-05  tnm: 0.49  Lm: 5.879 (5.879)  Lt: 5.214 (5.214)  Accm: 4.40 (4.40)  Acct: 6.75 (6.75)  time: 0.3574  data: 0.0004
[11-18 09:11:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [   0/1669]  eta: 0:09:56  tlr: 4.1e-05  tnm: 0.49  Lm: 5.633 (5.633)  Lt: 5.006 (5.006)  Accm: 5.34 (5.34)  Acct: 8.09 (8.09)  time: 0.3575  data: 0.0004
[11-18 09:11:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [   0/1669]  eta: 0:09:56  tlr: 4.1e-05  tnm: 0.49  Lm: 5.747 (5.747)  Lt: 5.045 (5.045)  Accm: 4.81 (4.81)  Acct: 7.63 (7.63)  time: 0.3576  data: 0.0003
[11-18 09:11:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [   0/1669]  eta: 0:09:56  tlr: 4.1e-05  tnm: 0.49  Lm: 5.890 (5.890)  Lt: 5.258 (5.258)  Accm: 4.22 (4.22)  Acct: 6.27 (6.27)  time: 0.3571  data: 0.0003
[11-18 09:14:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [ 417/1669]  eta: 0:08:51  tlr: 4.1e-05  tnm: 0.48  Lm: 5.802 (5.802)  Lt: 5.146 (5.146)  Accm: 4.64 (4.64)  Acct: 7.02 (7.02)  time: 0.4090  data: 0.0002
[11-18 09:14:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [ 417/1669]  eta: 0:08:51  tlr: 4.1e-05  tnm: 0.48  Lm: 5.835 (5.835)  Lt: 5.167 (5.167)  Accm: 4.33 (4.33)  Acct: 6.84 (6.84)  time: 0.4090  data: 0.0002
[11-18 09:14:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [ 417/1669]  eta: 0:08:51  tlr: 4.1e-05  tnm: 0.48  Lm: 5.827 (5.827)  Lt: 5.197 (5.197)  Accm: 4.44 (4.44)  Acct: 6.81 (6.81)  time: 0.4090  data: 0.0002
[11-18 09:14:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [ 417/1669]  eta: 0:08:51  tlr: 4.1e-05  tnm: 0.48  Lm: 5.758 (5.758)  Lt: 5.106 (5.106)  Accm: 4.65 (4.65)  Acct: 7.06 (7.06)  time: 0.4090  data: 0.0002
[11-18 09:17:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [ 834/1669]  eta: 0:06:00  tlr: 4e-05  tnm: 0.50  Lm: 5.884 (5.802)  Lt: 5.206 (5.169)  Accm: 4.16 (4.48)  Acct: 6.16 (6.76)  time: 0.4507  data: 0.0002
[11-18 09:17:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [ 834/1669]  eta: 0:06:00  tlr: 4e-05  tnm: 0.50  Lm: 5.797 (5.817)  Lt: 5.180 (5.168)  Accm: 4.46 (4.45)  Acct: 6.87 (6.88)  time: 0.4507  data: 0.0002
[11-18 09:17:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [ 834/1669]  eta: 0:06:00  tlr: 4e-05  tnm: 0.50  Lm: 5.843 (5.838)  Lt: 5.145 (5.160)  Accm: 4.36 (4.34)  Acct: 6.73 (6.80)  time: 0.4507  data: 0.0002
[11-18 09:17:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [ 834/1669]  eta: 0:06:00  tlr: 4e-05  tnm: 0.50  Lm: 5.848 (5.817)  Lt: 5.164 (5.152)  Accm: 4.30 (4.53)  Acct: 6.65 (6.89)  time: 0.4507  data: 0.0002
[11-18 09:20:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [1251/1669]  eta: 0:02:59  tlr: 4e-05  tnm: 0.47  Lm: 5.828 (5.815)  Lt: 5.168 (5.157)  Accm: 4.41 (4.53)  Acct: 6.92 (6.97)  time: 0.4088  data: 0.0002
[11-18 09:20:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [1251/1669]  eta: 0:02:59  tlr: 4e-05  tnm: 0.47  Lm: 5.786 (5.798)  Lt: 5.145 (5.137)  Accm: 4.47 (4.51)  Acct: 6.85 (6.87)  time: 0.4088  data: 0.0002
[11-18 09:20:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [1251/1669]  eta: 0:02:59  tlr: 4e-05  tnm: 0.47  Lm: 5.887 (5.836)  Lt: 5.238 (5.194)  Accm: 4.14 (4.39)  Acct: 6.34 (6.70)  time: 0.4088  data: 0.0002
[11-18 09:20:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [1251/1669]  eta: 0:02:59  tlr: 4e-05  tnm: 0.47  Lm: 5.825 (5.830)  Lt: 5.142 (5.155)  Accm: 4.48 (4.41)  Acct: 6.89 (6.86)  time: 0.4088  data: 0.0002
[11-18 09:23:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [1668/1669]  eta: 0:00:00  tlr: 4e-05  tnm: 0.49  Lm: 5.807 (5.822)  Lt: 5.140 (5.141)  Accm: 4.42 (4.41)  Acct: 6.73 (6.82)  time: 0.4086  data: 0.0016
[11-18 09:23:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 264/350]   Total time:      0:11:51   (0.426 s / it)
[11-18 09:23:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [1668/1669]  eta: 0:00:00  tlr: 4e-05  tnm: 0.49  Lm: 5.890 (5.851)  Lt: 5.271 (5.212)  Accm: 4.12 (4.32)  Acct: 6.18 (6.59)  time: 0.4086  data: 0.0015
[11-18 09:23:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [1668/1669]  eta: 0:00:00  tlr: 4e-05  tnm: 0.49  Lm: 5.808 (5.798)  Lt: 5.164 (5.142)  Accm: 4.52 (4.63)  Acct: 7.20 (7.09)  time: 0.4086  data: 0.0018
[11-18 09:23:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 264/350]  [1668/1669]  eta: 0:00:00  tlr: 4e-05  tnm: 0.49  Lm: 5.797 (5.805)  Lt: 5.180 (5.151)  Accm: 4.46 (4.50)  Acct: 6.84 (6.86)  time: 0.4086  data: 0.0018
[11-18 09:23:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 264/350]   Total time:      0:11:51   (0.426 s / it)
[11-18 09:23:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 264/350]   Total time:      0:11:51   (0.426 s / it)
[11-18 09:23:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 264/350]   Total time:      0:11:51   (0.426 s / it)
[11-18 09:23:15] (/home/user/VAR/train.py , line 276)=>      [ep264]  (training )  Lm: 5.826 (5.830), Lt: 5.173 (5.174),  Acc m&t: 4.53 6.94,  Remain: 16:16:08,  Finish: 2024-11-18 09:39
[11-18 09:23:15] (/home/user/VAR/train.py , line 276)=>      [ep264]  (training )  Lm: 5.826 (5.830), Lt: 5.173 (5.174),  Acc m&t: 4.53 6.94,  Remain: 16:15:59,  Finish: 2024-11-18 09:39
[11-18 09:23:15] (/home/user/VAR/train.py , line 276)=>      [ep264]  (training )  Lm: 5.826 (5.830), Lt: 5.173 (5.174),  Acc m&t: 4.53 6.94,  Remain: 16:15:54,  Finish: 2024-11-18 09:39
[11-18 09:23:15] (/home/user/VAR/train.py , line 276)=>      [ep264]  (training )  Lm: 5.826 (5.830), Lt: 5.173 (5.174),  Acc m&t: 4.53 6.94,  Remain: 16:16:11,  Finish: 2024-11-18 09:39
[11-18 09:23:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [   0/1669]  eta: 0:10:04  tlr: 4e-05  tnm: 0.49  Lm: 5.874 (5.874)  Lt: 5.213 (5.213)  Accm: 4.31 (4.31)  Acct: 6.30 (6.30)  time: 0.3623  data: 0.0003
[11-18 09:23:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [   0/1669]  eta: 0:10:20  tlr: 4e-05  tnm: 0.49  Lm: 5.913 (5.913)  Lt: 5.237 (5.237)  Accm: 4.06 (4.06)  Acct: 6.35 (6.35)  time: 0.3717  data: 0.0003
[11-18 09:23:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [   0/1669]  eta: 0:10:05  tlr: 4e-05  tnm: 0.49  Lm: 5.791 (5.791)  Lt: 5.128 (5.128)  Accm: 4.56 (4.56)  Acct: 7.11 (7.11)  time: 0.3627  data: 0.0004
[11-18 09:23:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [   0/1669]  eta: 0:10:14  tlr: 4e-05  tnm: 0.49  Lm: 5.809 (5.809)  Lt: 5.111 (5.111)  Accm: 4.56 (4.56)  Acct: 7.27 (7.27)  time: 0.3682  data: 0.0004
[11-18 09:26:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [ 417/1669]  eta: 0:09:06  tlr: 4e-05  tnm: 0.50  Lm: 5.819 (5.819)  Lt: 5.147 (5.147)  Accm: 4.61 (4.61)  Acct: 7.32 (7.32)  time: 0.4615  data: 0.0002
[11-18 09:26:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [ 417/1669]  eta: 0:09:06  tlr: 4e-05  tnm: 0.50  Lm: 5.838 (5.838)  Lt: 5.196 (5.196)  Accm: 4.40 (4.40)  Acct: 6.84 (6.84)  time: 0.4615  data: 0.0002
[11-18 09:26:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [ 417/1669]  eta: 0:09:06  tlr: 4e-05  tnm: 0.50  Lm: 5.888 (5.888)  Lt: 5.233 (5.233)  Accm: 4.10 (4.10)  Acct: 6.39 (6.39)  time: 0.4615  data: 0.0002
[11-18 09:26:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [ 417/1669]  eta: 0:09:06  tlr: 4e-05  tnm: 0.50  Lm: 5.924 (5.924)  Lt: 5.274 (5.274)  Accm: 3.98 (3.98)  Acct: 5.91 (5.91)  time: 0.4615  data: 0.0002
[11-18 09:29:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [ 834/1669]  eta: 0:06:09  tlr: 4e-05  tnm: 0.49  Lm: 5.824 (5.821)  Lt: 5.183 (5.169)  Accm: 4.57 (4.59)  Acct: 7.27 (7.14)  time: 0.4974  data: 0.0002
[11-18 09:29:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [ 834/1669]  eta: 0:06:09  tlr: 4e-05  tnm: 0.49  Lm: 5.863 (5.850)  Lt: 5.229 (5.189)  Accm: 4.14 (4.38)  Acct: 6.42 (6.74)  time: 0.4974  data: 0.0002
[11-18 09:29:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [ 834/1669]  eta: 0:06:09  tlr: 4e-05  tnm: 0.49  Lm: 5.859 (5.845)  Lt: 5.205 (5.199)  Accm: 4.24 (4.28)  Acct: 6.56 (6.57)  time: 0.4974  data: 0.0002
[11-18 09:29:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [ 834/1669]  eta: 0:06:09  tlr: 4e-05  tnm: 0.49  Lm: 5.904 (5.917)  Lt: 5.247 (5.265)  Accm: 3.96 (3.97)  Acct: 5.99 (5.94)  time: 0.4974  data: 0.0002
[11-18 09:32:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [1251/1669]  eta: 0:03:01  tlr: 4e-05  tnm: 0.50  Lm: 5.897 (5.910)  Lt: 5.248 (5.261)  Accm: 4.09 (4.04)  Acct: 6.15 (6.05)  time: 0.4067  data: 0.0003
[11-18 09:32:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [1251/1669]  eta: 0:03:01  tlr: 4e-05  tnm: 0.50  Lm: 5.826 (5.849)  Lt: 5.198 (5.193)  Accm: 4.56 (4.45)  Acct: 7.02 (6.90)  time: 0.4067  data: 0.0002
[11-18 09:32:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [1251/1669]  eta: 0:03:01  tlr: 4e-05  tnm: 0.50  Lm: 5.888 (5.869)  Lt: 5.233 (5.219)  Accm: 4.10 (4.28)  Acct: 6.39 (6.53)  time: 0.4067  data: 0.0002
[11-18 09:32:19] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [1251/1669]  eta: 0:03:01  tlr: 4e-05  tnm: 0.50  Lm: 5.825 (5.794)  Lt: 5.166 (5.140)  Accm: 4.40 (4.54)  Acct: 6.84 (6.99)  time: 0.4066  data: 0.0002
[11-18 09:35:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [1668/1669]  eta: 0:00:00  tlr: 4e-05  tnm: 0.48  Lm: 5.791 (5.764)  Lt: 5.128 (5.111)  Accm: 4.56 (4.73)  Acct: 7.11 (7.26)  time: 0.4101  data: 0.0016
[11-18 09:35:16] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 265/350]   Total time:      0:12:00   (0.432 s / it)
[11-18 09:35:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [1668/1669]  eta: 0:00:00  tlr: 4e-05  tnm: 0.48  Lm: 5.863 (5.860)  Lt: 5.229 (5.215)  Accm: 4.14 (4.32)  Acct: 6.42 (6.59)  time: 0.4101  data: 0.0017
[11-18 09:35:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [1668/1669]  eta: 0:00:00  tlr: 4e-05  tnm: 0.48  Lm: 5.828 (5.846)  Lt: 5.183 (5.189)  Accm: 4.57 (4.47)  Acct: 7.11 (6.94)  time: 0.4101  data: 0.0015
[11-18 09:35:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 265/350]  [1668/1669]  eta: 0:00:00  tlr: 4e-05  tnm: 0.48  Lm: 5.890 (5.884)  Lt: 5.247 (5.229)  Accm: 4.22 (4.18)  Acct: 6.30 (6.29)  time: 0.4101  data: 0.0020
[11-18 09:35:16] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 265/350]   Total time:      0:12:00   (0.432 s / it)
[11-18 09:35:16] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 265/350]   Total time:      0:12:00   (0.432 s / it)
[11-18 09:35:16] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 265/350]   Total time:      0:12:00   (0.432 s / it)
[11-18 09:35:16] (/home/user/VAR/train.py , line 276)=>      [ep265]  (training )  Lm: 5.826 (5.834), Lt: 5.173 (5.179),  Acc m&t: 4.53 6.94,  Remain: 16:11:14,  Finish: 2024-11-18 09:46
[11-18 09:35:16] (/home/user/VAR/train.py , line 276)=>      [ep265]  (training )  Lm: 5.826 (5.834), Lt: 5.173 (5.179),  Acc m&t: 4.53 6.94,  Remain: 16:11:17,  Finish: 2024-11-18 09:46
[11-18 09:35:16] (/home/user/VAR/train.py , line 276)=>      [ep265]  (training )  Lm: 5.826 (5.834), Lt: 5.173 (5.179),  Acc m&t: 4.53 6.94,  Remain: 16:11:14,  Finish: 2024-11-18 09:46
[11-18 09:35:16] (/home/user/VAR/train.py , line 276)=>      [ep265]  (training )  Lm: 5.826 (5.834), Lt: 5.173 (5.179),  Acc m&t: 4.53 6.94,  Remain: 16:11:20,  Finish: 2024-11-18 09:46
[11-18 09:35:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [   0/1669]  eta: 0:10:19  tlr: 4e-05  tnm: 0.48  Lm: 5.781 (5.781)  Lt: 5.157 (5.157)  Accm: 4.18 (4.18)  Acct: 6.22 (6.22)  time: 0.3709  data: 0.0004
[11-18 09:35:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [   0/1669]  eta: 0:10:18  tlr: 4e-05  tnm: 0.48  Lm: 5.746 (5.746)  Lt: 5.045 (5.045)  Accm: 4.79 (4.79)  Acct: 7.15 (7.15)  time: 0.3706  data: 0.0004
[11-18 09:35:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [   0/1669]  eta: 0:10:17  tlr: 4e-05  tnm: 0.48  Lm: 5.908 (5.908)  Lt: 5.329 (5.329)  Accm: 4.20 (4.20)  Acct: 6.01 (6.01)  time: 0.3701  data: 0.0004
[11-18 09:35:16] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [   0/1669]  eta: 0:10:19  tlr: 4e-05  tnm: 0.48  Lm: 5.963 (5.963)  Lt: 5.288 (5.288)  Accm: 3.88 (3.88)  Acct: 6.11 (6.11)  time: 0.3709  data: 0.0004
[11-18 09:38:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [ 417/1669]  eta: 0:08:55  tlr: 4e-05  tnm: 0.51  Lm: 5.810 (5.810)  Lt: 5.188 (5.188)  Accm: 4.25 (4.25)  Acct: 6.37 (6.37)  time: 0.4102  data: 0.0002
[11-18 09:38:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [ 417/1669]  eta: 0:08:55  tlr: 4e-05  tnm: 0.51  Lm: 5.910 (5.910)  Lt: 5.233 (5.233)  Accm: 4.09 (4.09)  Acct: 6.41 (6.41)  time: 0.4103  data: 0.0002
[11-18 09:38:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [ 417/1669]  eta: 0:08:55  tlr: 4e-05  tnm: 0.51  Lm: 5.828 (5.828)  Lt: 5.210 (5.210)  Accm: 4.31 (4.31)  Acct: 6.23 (6.23)  time: 0.4102  data: 0.0002
[11-18 09:38:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [ 417/1669]  eta: 0:08:55  tlr: 4e-05  tnm: 0.51  Lm: 5.850 (5.850)  Lt: 5.159 (5.159)  Accm: 4.35 (4.35)  Acct: 6.62 (6.62)  time: 0.4102  data: 0.0002
[11-18 09:41:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [ 834/1669]  eta: 0:05:56  tlr: 4e-05  tnm: 0.50  Lm: 5.868 (5.856)  Lt: 5.237 (5.185)  Accm: 3.98 (4.23)  Acct: 6.10 (6.39)  time: 0.4072  data: 0.0002
[11-18 09:41:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [ 834/1669]  eta: 0:05:56  tlr: 4e-05  tnm: 0.50  Lm: 5.918 (5.913)  Lt: 5.277 (5.248)  Accm: 4.19 (4.12)  Acct: 6.11 (6.31)  time: 0.4072  data: 0.0002
[11-18 09:41:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [ 834/1669]  eta: 0:05:56  tlr: 4e-05  tnm: 0.50  Lm: 5.849 (5.835)  Lt: 5.167 (5.196)  Accm: 4.41 (4.37)  Acct: 6.46 (6.55)  time: 0.4072  data: 0.0002
[11-18 09:41:13] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [ 834/1669]  eta: 0:05:56  tlr: 4e-05  tnm: 0.50  Lm: 5.840 (5.861)  Lt: 5.219 (5.234)  Accm: 4.18 (4.11)  Acct: 6.22 (6.11)  time: 0.4072  data: 0.0002
[11-18 09:44:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [1251/1669]  eta: 0:02:58  tlr: 3.9e-05  tnm: 0.48  Lm: 5.854 (5.862)  Lt: 5.227 (5.234)  Accm: 4.25 (4.25)  Acct: 6.37 (6.46)  time: 0.4585  data: 0.0002
[11-18 09:44:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [1251/1669]  eta: 0:02:58  tlr: 3.9e-05  tnm: 0.48  Lm: 5.877 (5.853)  Lt: 5.248 (5.229)  Accm: 4.34 (4.34)  Acct: 6.39 (6.49)  time: 0.4585  data: 0.0003
[11-18 09:44:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [1251/1669]  eta: 0:02:58  tlr: 3.9e-05  tnm: 0.48  Lm: 5.888 (5.884)  Lt: 5.228 (5.229)  Accm: 4.25 (4.25)  Acct: 6.41 (6.47)  time: 0.4585  data: 0.0002
[11-18 09:44:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [1251/1669]  eta: 0:02:58  tlr: 3.9e-05  tnm: 0.48  Lm: 5.831 (5.841)  Lt: 5.187 (5.173)  Accm: 4.36 (4.35)  Acct: 6.53 (6.54)  time: 0.4585  data: 0.0003
[11-18 09:47:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [1668/1669]  eta: 0:00:00  tlr: 3.9e-05  tnm: 0.50  Lm: 5.868 (5.848)  Lt: 5.225 (5.184)  Accm: 4.09 (4.30)  Acct: 6.25 (6.48)  time: 0.4120  data: 0.0017
[11-18 09:47:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 266/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 09:47:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [1668/1669]  eta: 0:00:00  tlr: 3.9e-05  tnm: 0.50  Lm: 5.918 (5.903)  Lt: 5.277 (5.247)  Accm: 4.19 (4.20)  Acct: 6.22 (6.42)  time: 0.4120  data: 0.0016
[11-18 09:47:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [1668/1669]  eta: 0:00:00  tlr: 3.9e-05  tnm: 0.50  Lm: 5.840 (5.845)  Lt: 5.219 (5.208)  Accm: 4.33 (4.34)  Acct: 6.53 (6.55)  time: 0.4120  data: 0.0018
[11-18 09:47:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 266/350]  [1668/1669]  eta: 0:00:00  tlr: 3.9e-05  tnm: 0.50  Lm: 5.900 (5.862)  Lt: 5.237 (5.231)  Accm: 4.41 (4.39)  Acct: 6.46 (6.63)  time: 0.4120  data: 0.0015
[11-18 09:47:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 266/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 09:47:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 266/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 09:47:14] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 266/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 09:47:15] (/home/user/VAR/train.py , line 276)=>      [ep266]  (training )  Lm: 5.826 (5.837), Lt: 5.173 (5.185),  Acc m&t: 4.53 6.94,  Remain: 15:58:11,  Finish: 2024-11-18 09:45
[11-18 09:47:15] (/home/user/VAR/train.py , line 276)=>      [ep266]  (training )  Lm: 5.826 (5.837), Lt: 5.173 (5.185),  Acc m&t: 4.53 6.94,  Remain: 15:57:42,  Finish: 2024-11-18 09:44
[11-18 09:47:15] (/home/user/VAR/train.py , line 276)=>      [ep266]  (training )  Lm: 5.826 (5.837), Lt: 5.173 (5.185),  Acc m&t: 4.53 6.94,  Remain: 15:57:37,  Finish: 2024-11-18 09:44
[11-18 09:47:15] (/home/user/VAR/train.py , line 276)=>      [ep266]  (training )  Lm: 5.826 (5.837), Lt: 5.173 (5.185),  Acc m&t: 4.53 6.94,  Remain: 15:57:45,  Finish: 2024-11-18 09:44
[11-18 09:47:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [   0/1669]  eta: 0:11:09  tlr: 3.9e-05  tnm: 0.47  Lm: 5.877 (5.877)  Lt: 5.224 (5.224)  Accm: 4.37 (4.37)  Acct: 7.04 (7.04)  time: 0.4011  data: 0.0004
[11-18 09:47:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [   0/1669]  eta: 0:11:10  tlr: 3.9e-05  tnm: 0.47  Lm: 5.952 (5.952)  Lt: 5.249 (5.249)  Accm: 3.67 (3.67)  Acct: 6.20 (6.20)  time: 0.4018  data: 0.0004
[11-18 09:47:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [   0/1669]  eta: 0:11:12  tlr: 3.9e-05  tnm: 0.47  Lm: 5.858 (5.858)  Lt: 5.222 (5.222)  Accm: 4.57 (4.57)  Acct: 7.32 (7.32)  time: 0.4030  data: 0.0004
[11-18 09:47:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [   0/1669]  eta: 0:11:12  tlr: 3.9e-05  tnm: 0.47  Lm: 5.772 (5.772)  Lt: 5.153 (5.153)  Accm: 4.76 (4.76)  Acct: 7.11 (7.11)  time: 0.4028  data: 0.0004
[11-18 09:50:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [ 417/1669]  eta: 0:08:51  tlr: 3.9e-05  tnm: 0.53  Lm: 5.799 (5.799)  Lt: 5.155 (5.155)  Accm: 4.67 (4.67)  Acct: 7.07 (7.07)  time: 0.4068  data: 0.0002
[11-18 09:50:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [ 417/1669]  eta: 0:08:51  tlr: 3.9e-05  tnm: 0.53  Lm: 5.879 (5.879)  Lt: 5.242 (5.242)  Accm: 4.45 (4.45)  Acct: 6.86 (6.86)  time: 0.4068  data: 0.0002
[11-18 09:50:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [ 417/1669]  eta: 0:08:51  tlr: 3.9e-05  tnm: 0.53  Lm: 5.894 (5.894)  Lt: 5.209 (5.209)  Accm: 4.17 (4.17)  Acct: 6.69 (6.69)  time: 0.4068  data: 0.0002
[11-18 09:50:12] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [ 417/1669]  eta: 0:08:51  tlr: 3.9e-05  tnm: 0.53  Lm: 5.807 (5.807)  Lt: 5.157 (5.157)  Accm: 4.73 (4.73)  Acct: 7.54 (7.54)  time: 0.4068  data: 0.0002
[11-18 09:53:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [ 834/1669]  eta: 0:05:50  tlr: 3.9e-05  tnm: 0.51  Lm: 5.756 (5.745)  Lt: 5.092 (5.067)  Accm: 4.89 (4.99)  Acct: 7.77 (7.85)  time: 0.4094  data: 0.0002
[11-18 09:53:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [ 834/1669]  eta: 0:05:50  tlr: 3.9e-05  tnm: 0.51  Lm: 5.836 (5.866)  Lt: 5.173 (5.197)  Accm: 4.65 (4.33)  Acct: 6.97 (6.78)  time: 0.4094  data: 0.0002
[11-18 09:53:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [ 834/1669]  eta: 0:05:50  tlr: 3.9e-05  tnm: 0.51  Lm: 5.877 (5.844)  Lt: 5.224 (5.210)  Accm: 4.54 (4.56)  Acct: 7.04 (6.95)  time: 0.4094  data: 0.0002
[11-18 09:53:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [ 834/1669]  eta: 0:05:50  tlr: 3.9e-05  tnm: 0.51  Lm: 5.827 (5.838)  Lt: 5.157 (5.200)  Accm: 4.59 (4.48)  Acct: 7.02 (6.78)  time: 0.4094  data: 0.0002
[11-18 09:56:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [1251/1669]  eta: 0:02:58  tlr: 3.9e-05  tnm: 0.49  Lm: 5.799 (5.811)  Lt: 5.155 (5.159)  Accm: 4.67 (4.55)  Acct: 7.07 (6.96)  time: 0.4943  data: 0.0003
[11-18 09:56:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [1251/1669]  eta: 0:02:58  tlr: 3.9e-05  tnm: 0.49  Lm: 5.823 (5.838)  Lt: 5.171 (5.175)  Accm: 4.66 (4.46)  Acct: 7.08 (6.95)  time: 0.4944  data: 0.0002
[11-18 09:56:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [1251/1669]  eta: 0:02:58  tlr: 3.9e-05  tnm: 0.49  Lm: 5.807 (5.776)  Lt: 5.144 (5.100)  Accm: 4.73 (4.82)  Acct: 7.54 (7.54)  time: 0.4943  data: 0.0002
[11-18 09:56:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [1251/1669]  eta: 0:02:58  tlr: 3.9e-05  tnm: 0.49  Lm: 5.877 (5.852)  Lt: 5.227 (5.216)  Accm: 4.51 (4.54)  Acct: 6.87 (6.89)  time: 0.4944  data: 0.0002
[11-18 09:59:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [1668/1669]  eta: 0:00:00  tlr: 3.9e-05  tnm: 0.47  Lm: 5.878 (5.862)  Lt: 5.231 (5.222)  Accm: 4.49 (4.50)  Acct: 6.70 (6.83)  time: 0.4140  data: 0.0019
[11-18 09:59:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 267/350]   Total time:      0:12:00   (0.432 s / it)
[11-18 09:59:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [1668/1669]  eta: 0:00:00  tlr: 3.9e-05  tnm: 0.47  Lm: 5.827 (5.823)  Lt: 5.157 (5.171)  Accm: 4.59 (4.49)  Acct: 7.02 (6.95)  time: 0.4140  data: 0.0014
[11-18 09:59:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [1668/1669]  eta: 0:00:00  tlr: 3.9e-05  tnm: 0.47  Lm: 5.836 (5.840)  Lt: 5.173 (5.184)  Accm: 4.65 (4.40)  Acct: 6.97 (6.81)  time: 0.4140  data: 0.0015
[11-18 09:59:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 267/350]  [1668/1669]  eta: 0:00:00  tlr: 3.9e-05  tnm: 0.47  Lm: 5.842 (5.789)  Lt: 5.190 (5.118)  Accm: 4.57 (4.75)  Acct: 7.32 (7.39)  time: 0.4140  data: 0.0021
[11-18 09:59:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 267/350]   Total time:      0:12:00   (0.432 s / it)
[11-18 09:59:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 267/350]   Total time:      0:12:00   (0.432 s / it)
[11-18 09:59:15] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 267/350]   Total time:      0:12:00   (0.432 s / it)
[11-18 09:59:15] (/home/user/VAR/train.py , line 276)=>      [ep267]  (training )  Lm: 5.826 (5.831), Lt: 5.173 (5.177),  Acc m&t: 4.53 6.94,  Remain: 15:55:12,  Finish: 2024-11-18 09:54
[11-18 09:59:15] (/home/user/VAR/train.py , line 276)=>      [ep267]  (training )  Lm: 5.826 (5.831), Lt: 5.173 (5.177),  Acc m&t: 4.53 6.94,  Remain: 15:55:10,  Finish: 2024-11-18 09:54
[11-18 09:59:15] (/home/user/VAR/train.py , line 276)=>      [ep267]  (training )  Lm: 5.826 (5.831), Lt: 5.173 (5.177),  Acc m&t: 4.53 6.94,  Remain: 15:55:19,  Finish: 2024-11-18 09:54
[11-18 09:59:15] (/home/user/VAR/train.py , line 276)=>      [ep267]  (training )  Lm: 5.826 (5.831), Lt: 5.173 (5.177),  Acc m&t: 4.53 6.94,  Remain: 15:55:07,  Finish: 2024-11-18 09:54
[11-18 09:59:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [   0/1669]  eta: 0:10:21  tlr: 3.9e-05  tnm: 0.51  Lm: 5.870 (5.870)  Lt: 5.209 (5.209)  Accm: 4.26 (4.26)  Acct: 6.32 (6.32)  time: 0.3725  data: 0.0003
[11-18 09:59:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [   0/1669]  eta: 0:10:24  tlr: 3.9e-05  tnm: 0.51  Lm: 5.827 (5.827)  Lt: 5.185 (5.185)  Accm: 4.41 (4.41)  Acct: 6.42 (6.42)  time: 0.3744  data: 0.0003
[11-18 09:59:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [   0/1669]  eta: 0:10:25  tlr: 3.9e-05  tnm: 0.51  Lm: 5.751 (5.751)  Lt: 5.100 (5.100)  Accm: 4.71 (4.71)  Acct: 7.25 (7.25)  time: 0.3746  data: 0.0004
[11-18 09:59:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [   0/1669]  eta: 0:10:26  tlr: 3.9e-05  tnm: 0.51  Lm: 5.813 (5.813)  Lt: 5.170 (5.170)  Accm: 4.39 (4.39)  Acct: 6.63 (6.63)  time: 0.3751  data: 0.0004
[11-18 10:02:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [ 417/1669]  eta: 0:08:44  tlr: 3.9e-05  tnm: 0.49  Lm: 5.801 (5.801)  Lt: 5.125 (5.125)  Accm: 4.77 (4.77)  Acct: 7.31 (7.31)  time: 0.4125  data: 0.0002
[11-18 10:02:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [ 417/1669]  eta: 0:08:44  tlr: 3.9e-05  tnm: 0.49  Lm: 5.832 (5.832)  Lt: 5.181 (5.181)  Accm: 4.33 (4.33)  Acct: 6.44 (6.44)  time: 0.4125  data: 0.0002
[11-18 10:02:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [ 417/1669]  eta: 0:08:44  tlr: 3.9e-05  tnm: 0.49  Lm: 5.818 (5.818)  Lt: 5.165 (5.165)  Accm: 4.58 (4.58)  Acct: 7.18 (7.18)  time: 0.4125  data: 0.0002
[11-18 10:02:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [ 417/1669]  eta: 0:08:44  tlr: 3.9e-05  tnm: 0.49  Lm: 5.885 (5.885)  Lt: 5.211 (5.211)  Accm: 4.16 (4.16)  Acct: 6.36 (6.36)  time: 0.4125  data: 0.0002
[11-18 10:05:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [ 834/1669]  eta: 0:05:50  tlr: 3.9e-05  tnm: 0.52  Lm: 5.878 (5.883)  Lt: 5.214 (5.224)  Accm: 4.12 (4.14)  Acct: 6.32 (6.35)  time: 0.4103  data: 0.0002
[11-18 10:05:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [ 834/1669]  eta: 0:05:50  tlr: 3.9e-05  tnm: 0.52  Lm: 5.813 (5.806)  Lt: 5.170 (5.142)  Accm: 5.11 (4.89)  Acct: 7.89 (7.50)  time: 0.4103  data: 0.0002
[11-18 10:05:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [ 834/1669]  eta: 0:05:50  tlr: 3.9e-05  tnm: 0.52  Lm: 5.827 (5.811)  Lt: 5.177 (5.154)  Accm: 4.41 (4.52)  Acct: 6.46 (6.74)  time: 0.4103  data: 0.0002
[11-18 10:05:06] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [ 834/1669]  eta: 0:05:50  tlr: 3.9e-05  tnm: 0.52  Lm: 5.834 (5.823)  Lt: 5.179 (5.169)  Accm: 4.55 (4.57)  Acct: 7.25 (7.23)  time: 0.4103  data: 0.0002
[11-18 10:08:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [1251/1669]  eta: 0:02:58  tlr: 3.9e-05  tnm: 0.47  Lm: 5.829 (5.823)  Lt: 5.188 (5.176)  Accm: 4.50 (4.48)  Acct: 7.18 (6.99)  time: 0.4522  data: 0.0002
[11-18 10:08:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [1251/1669]  eta: 0:02:58  tlr: 3.9e-05  tnm: 0.47  Lm: 5.814 (5.812)  Lt: 5.162 (5.145)  Accm: 4.79 (4.78)  Acct: 7.37 (7.34)  time: 0.4522  data: 0.0002
[11-18 10:08:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [1251/1669]  eta: 0:02:58  tlr: 3.9e-05  tnm: 0.47  Lm: 5.800 (5.801)  Lt: 5.147 (5.145)  Accm: 4.54 (4.56)  Acct: 6.78 (6.83)  time: 0.4523  data: 0.0002
[11-18 10:08:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [1251/1669]  eta: 0:02:58  tlr: 3.9e-05  tnm: 0.47  Lm: 5.874 (5.877)  Lt: 5.211 (5.216)  Accm: 4.14 (4.15)  Acct: 6.32 (6.33)  time: 0.4522  data: 0.0002
[11-18 10:11:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [1668/1669]  eta: 0:00:00  tlr: 3.8e-05  tnm: 0.48  Lm: 5.870 (5.871)  Lt: 5.214 (5.217)  Accm: 4.17 (4.20)  Acct: 6.32 (6.40)  time: 0.4140  data: 0.0019
[11-18 10:11:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 268/350]   Total time:      0:11:49   (0.425 s / it)
[11-18 10:11:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [1668/1669]  eta: 0:00:00  tlr: 3.8e-05  tnm: 0.48  Lm: 5.813 (5.810)  Lt: 5.154 (5.141)  Accm: 4.59 (4.74)  Acct: 7.20 (7.31)  time: 0.4140  data: 0.0024
[11-18 10:11:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [1668/1669]  eta: 0:00:00  tlr: 3.8e-05  tnm: 0.48  Lm: 5.827 (5.818)  Lt: 5.177 (5.166)  Accm: 4.41 (4.47)  Acct: 6.65 (6.79)  time: 0.4140  data: 0.0019
[11-18 10:11:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 268/350]  [1668/1669]  eta: 0:00:00  tlr: 3.8e-05  tnm: 0.48  Lm: 5.833 (5.825)  Lt: 5.179 (5.168)  Accm: 4.45 (4.46)  Acct: 7.11 (6.95)  time: 0.4140  data: 0.0016
[11-18 10:11:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 268/350]   Total time:      0:11:49   (0.425 s / it)
[11-18 10:11:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 268/350]   Total time:      0:11:49   (0.425 s / it)
[11-18 10:11:05] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 268/350]   Total time:      0:11:49   (0.425 s / it)
[11-18 10:11:05] (/home/user/VAR/train.py , line 276)=>      [ep268]  (training )  Lm: 5.824 (5.824), Lt: 5.167 (5.167),  Acc m&t: 4.54 6.96,  Remain: 15:46:34,  Finish: 2024-11-18 09:57
[11-18 10:11:05] (/home/user/VAR/train.py , line 276)=>      [ep268]  (training )  Lm: 5.824 (5.824), Lt: 5.167 (5.167),  Acc m&t: 4.54 6.96,  Remain: 15:46:23,  Finish: 2024-11-18 09:57
[11-18 10:11:05] (/home/user/VAR/train.py , line 276)=>      [ep268]  (training )  Lm: 5.824 (5.824), Lt: 5.167 (5.167),  Acc m&t: 4.54 6.96,  Remain: 15:46:05,  Finish: 2024-11-18 09:57
[11-18 10:11:05] (/home/user/VAR/train.py , line 276)=>      [ep268]  (training )  Lm: 5.824 (5.824), Lt: 5.167 (5.167),  Acc m&t: 4.54 6.96,  Remain: 15:46:22,  Finish: 2024-11-18 09:57
[11-18 10:11:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [   0/1669]  eta: 0:11:08  tlr: 3.8e-05  tnm: 0.50  Lm: 5.861 (5.861)  Lt: 5.233 (5.233)  Accm: 4.81 (4.81)  Acct: 6.89 (6.89)  time: 0.4004  data: 0.0004
[11-18 10:11:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [   0/1669]  eta: 0:11:09  tlr: 3.8e-05  tnm: 0.50  Lm: 5.692 (5.692)  Lt: 5.043 (5.043)  Accm: 5.00 (5.00)  Acct: 7.64 (7.64)  time: 0.4013  data: 0.0004
[11-18 10:11:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [   0/1669]  eta: 0:11:08  tlr: 3.8e-05  tnm: 0.50  Lm: 5.932 (5.932)  Lt: 5.303 (5.303)  Accm: 4.17 (4.17)  Acct: 6.47 (6.47)  time: 0.4003  data: 0.0003
[11-18 10:11:05] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [   0/1669]  eta: 0:11:09  tlr: 3.8e-05  tnm: 0.50  Lm: 5.887 (5.887)  Lt: 5.246 (5.246)  Accm: 4.22 (4.22)  Acct: 6.35 (6.35)  time: 0.4011  data: 0.0004
[11-18 10:14:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [ 417/1669]  eta: 0:08:48  tlr: 3.8e-05  tnm: 0.51  Lm: 5.810 (5.810)  Lt: 5.153 (5.153)  Accm: 4.54 (4.54)  Acct: 6.90 (6.90)  time: 0.4148  data: 0.0002
[11-18 10:14:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [ 417/1669]  eta: 0:08:48  tlr: 3.8e-05  tnm: 0.51  Lm: 5.744 (5.744)  Lt: 5.073 (5.073)  Accm: 4.94 (4.94)  Acct: 7.55 (7.55)  time: 0.4148  data: 0.0002
[11-18 10:14:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [ 417/1669]  eta: 0:08:48  tlr: 3.8e-05  tnm: 0.51  Lm: 5.892 (5.892)  Lt: 5.249 (5.249)  Accm: 4.36 (4.36)  Acct: 6.54 (6.54)  time: 0.4148  data: 0.0002
[11-18 10:14:01] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [ 417/1669]  eta: 0:08:48  tlr: 3.8e-05  tnm: 0.51  Lm: 5.888 (5.888)  Lt: 5.239 (5.239)  Accm: 4.26 (4.26)  Acct: 6.55 (6.55)  time: 0.4148  data: 0.0002
[11-18 10:17:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [ 834/1669]  eta: 0:06:02  tlr: 3.8e-05  tnm: 0.51  Lm: 5.844 (5.846)  Lt: 5.175 (5.191)  Accm: 4.35 (4.40)  Acct: 6.63 (6.72)  time: 0.4565  data: 0.0002
[11-18 10:17:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [ 834/1669]  eta: 0:06:02  tlr: 3.8e-05  tnm: 0.51  Lm: 5.733 (5.766)  Lt: 5.060 (5.103)  Accm: 4.85 (4.76)  Acct: 7.44 (7.23)  time: 0.4565  data: 0.0002
[11-18 10:17:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [ 834/1669]  eta: 0:06:02  tlr: 3.8e-05  tnm: 0.51  Lm: 5.741 (5.743)  Lt: 5.101 (5.082)  Accm: 4.98 (4.95)  Acct: 7.64 (7.63)  time: 0.4565  data: 0.0002
[11-18 10:17:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [ 834/1669]  eta: 0:06:02  tlr: 3.8e-05  tnm: 0.51  Lm: 5.861 (5.821)  Lt: 5.233 (5.174)  Accm: 4.81 (4.60)  Acct: 6.89 (6.88)  time: 0.4565  data: 0.0002
[11-18 10:20:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [1251/1669]  eta: 0:02:59  tlr: 3.8e-05  tnm: 0.48  Lm: 5.770 (5.782)  Lt: 5.129 (5.127)  Accm: 4.92 (4.71)  Acct: 7.21 (7.05)  time: 0.4122  data: 0.0003
[11-18 10:20:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [1251/1669]  eta: 0:02:59  tlr: 3.8e-05  tnm: 0.48  Lm: 5.765 (5.754)  Lt: 5.102 (5.099)  Accm: 4.93 (4.89)  Acct: 7.55 (7.44)  time: 0.4122  data: 0.0002
[11-18 10:20:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [1251/1669]  eta: 0:02:59  tlr: 3.8e-05  tnm: 0.48  Lm: 5.804 (5.822)  Lt: 5.135 (5.163)  Accm: 4.51 (4.51)  Acct: 6.84 (6.93)  time: 0.4122  data: 0.0002
[11-18 10:20:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [1251/1669]  eta: 0:02:59  tlr: 3.8e-05  tnm: 0.48  Lm: 5.810 (5.796)  Lt: 5.153 (5.142)  Accm: 4.54 (4.62)  Acct: 6.95 (7.03)  time: 0.4122  data: 0.0002
[11-18 10:22:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [1668/1669]  eta: 0:00:00  tlr: 3.8e-05  tnm: 0.49  Lm: 5.780 (5.793)  Lt: 5.100 (5.134)  Accm: 4.85 (4.71)  Acct: 7.44 (7.16)  time: 0.4106  data: 0.0017
[11-18 10:22:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 269/350]   Total time:      0:11:51   (0.426 s / it)
[11-18 10:22:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [1668/1669]  eta: 0:00:00  tlr: 3.8e-05  tnm: 0.49  Lm: 5.763 (5.802)  Lt: 5.096 (5.143)  Accm: 4.68 (4.64)  Acct: 7.06 (7.09)  time: 0.4106  data: 0.0017
[11-18 10:22:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [1668/1669]  eta: 0:00:00  tlr: 3.8e-05  tnm: 0.49  Lm: 5.789 (5.792)  Lt: 5.102 (5.147)  Accm: 4.88 (4.71)  Acct: 7.46 (7.25)  time: 0.4106  data: 0.0021
[11-18 10:22:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 269/350]  [1668/1669]  eta: 0:00:00  tlr: 3.8e-05  tnm: 0.49  Lm: 5.861 (5.801)  Lt: 5.233 (5.152)  Accm: 4.81 (4.61)  Acct: 6.89 (6.91)  time: 0.4106  data: 0.0015
[11-18 10:22:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 269/350]   Total time:      0:11:51   (0.426 s / it)
[11-18 10:22:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 269/350]   Total time:      0:11:51   (0.426 s / it)
[11-18 10:22:56] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 269/350]   Total time:      0:11:51   (0.426 s / it)
[11-18 10:25:12] (home/user/VAR/trainer.py, line 113)=> FID: 5.834615269332801
[11-18 10:25:13] (/home/user/VAR/train.py , line 259)=>  [*] [ep269]  (val 50000)  Lm: 5.8394, Lt: 5.1871, Acc m&t: 4.47 6.82,  Val cost: 135.85s
[11-18 10:25:13] (/home/user/VAR/train.py , line 264)=> [saving ckpt] ...     [saving ckpt](*) finished!  @ /sensei-fs/users/xiangl/exp138-var-d17/ar-ckpt-last.pth
[11-18 10:25:23] (/home/user/VAR/train.py , line 276)=>      [ep269]  (training )  Lm: 5.824 (5.839), Lt: 5.167 (5.187),  Acc m&t: 4.54 6.96,  Remain: 15:24:54,  Finish: 2024-11-18 09:47
[11-18 10:25:23] (/home/user/VAR/train.py , line 276)=>      [ep269]  (training )  Lm: 5.824 (5.839), Lt: 5.167 (5.187),  Acc m&t: 4.54 6.96,  Remain: 15:24:17,  Finish: 2024-11-18 09:47
[11-18 10:25:23] (/home/user/VAR/train.py , line 276)=>      [ep269]  (training )  Lm: 5.824 (5.839), Lt: 5.167 (5.187),  Acc m&t: 4.54 6.96,  Remain: 15:24:45,  Finish: 2024-11-18 09:47
[11-18 10:25:23] (/home/user/VAR/train.py , line 276)=>      [ep269]  (training )  Lm: 5.824 (5.839), Lt: 5.167 (5.187),  Acc m&t: 4.54 6.96,  Remain: 15:24:24,  Finish: 2024-11-18 09:47
[11-18 10:25:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [   0/1669]  eta: 0:10:45  tlr: 3.8e-05  tnm: 0.48  Lm: 5.891 (5.891)  Lt: 5.264 (5.264)  Accm: 4.46 (4.46)  Acct: 7.13 (7.13)  time: 0.3870  data: 0.0003
[11-18 10:25:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [   0/1669]  eta: 0:10:45  tlr: 3.8e-05  tnm: 0.48  Lm: 5.945 (5.945)  Lt: 5.304 (5.304)  Accm: 4.28 (4.28)  Acct: 6.84 (6.84)  time: 0.3869  data: 0.0003
[11-18 10:25:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [   0/1669]  eta: 0:10:44  tlr: 3.8e-05  tnm: 0.48  Lm: 5.828 (5.828)  Lt: 5.249 (5.249)  Accm: 4.30 (4.30)  Acct: 6.27 (6.27)  time: 0.3864  data: 0.0004
[11-18 10:25:23] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [   0/1669]  eta: 0:11:12  tlr: 3.8e-05  tnm: 0.48  Lm: 5.718 (5.718)  Lt: 5.066 (5.066)  Accm: 5.50 (5.50)  Acct: 8.08 (8.08)  time: 0.4029  data: 0.0004
[11-18 10:28:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [ 417/1669]  eta: 0:09:06  tlr: 3.8e-05  tnm: 0.47  Lm: 5.876 (5.876)  Lt: 5.221 (5.221)  Accm: 4.60 (4.60)  Acct: 6.90 (6.90)  time: 0.4078  data: 0.0002
[11-18 10:28:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [ 417/1669]  eta: 0:09:05  tlr: 3.8e-05  tnm: 0.47  Lm: 5.846 (5.846)  Lt: 5.167 (5.167)  Accm: 4.54 (4.54)  Acct: 7.21 (7.21)  time: 0.4078  data: 0.0003
[11-18 10:28:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [ 417/1669]  eta: 0:09:05  tlr: 3.8e-05  tnm: 0.47  Lm: 5.848 (5.848)  Lt: 5.245 (5.245)  Accm: 4.24 (4.24)  Acct: 6.27 (6.27)  time: 0.4078  data: 0.0002
[11-18 10:28:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [ 417/1669]  eta: 0:09:06  tlr: 3.8e-05  tnm: 0.47  Lm: 5.798 (5.798)  Lt: 5.135 (5.135)  Accm: 4.49 (4.49)  Acct: 7.10 (7.10)  time: 0.4078  data: 0.0002
[11-18 10:31:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [ 834/1669]  eta: 0:06:12  tlr: 3.8e-05  tnm: 0.51  Lm: 5.849 (5.815)  Lt: 5.166 (5.145)  Accm: 4.46 (4.46)  Acct: 7.08 (6.88)  time: 0.4591  data: 0.0002
[11-18 10:31:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [ 834/1669]  eta: 0:06:12  tlr: 3.8e-05  tnm: 0.51  Lm: 5.908 (5.887)  Lt: 5.235 (5.225)  Accm: 4.56 (4.59)  Acct: 7.28 (7.02)  time: 0.4591  data: 0.0002
[11-18 10:31:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [ 834/1669]  eta: 0:06:12  tlr: 3.8e-05  tnm: 0.51  Lm: 5.867 (5.873)  Lt: 5.249 (5.248)  Accm: 4.17 (4.16)  Acct: 6.27 (6.18)  time: 0.4591  data: 0.0002
[11-18 10:31:35] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [ 834/1669]  eta: 0:06:12  tlr: 3.8e-05  tnm: 0.51  Lm: 5.748 (5.813)  Lt: 5.054 (5.130)  Accm: 4.79 (4.63)  Acct: 7.59 (7.37)  time: 0.4591  data: 0.0002
[11-18 10:34:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [1251/1669]  eta: 0:03:02  tlr: 3.8e-05  tnm: 0.48  Lm: 5.830 (5.838)  Lt: 5.149 (5.158)  Accm: 4.57 (4.56)  Acct: 7.21 (7.23)  time: 0.4148  data: 0.0002
[11-18 10:34:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [1251/1669]  eta: 0:03:02  tlr: 3.8e-05  tnm: 0.48  Lm: 5.834 (5.855)  Lt: 5.160 (5.190)  Accm: 4.83 (4.72)  Acct: 7.33 (7.11)  time: 0.4148  data: 0.0002
[11-18 10:34:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [1251/1669]  eta: 0:03:02  tlr: 3.8e-05  tnm: 0.48  Lm: 5.848 (5.836)  Lt: 5.245 (5.213)  Accm: 4.24 (4.41)  Acct: 6.27 (6.55)  time: 0.4148  data: 0.0002
[11-18 10:34:28] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [1251/1669]  eta: 0:03:02  tlr: 3.8e-05  tnm: 0.48  Lm: 5.789 (5.794)  Lt: 5.130 (5.133)  Accm: 4.49 (4.48)  Acct: 6.90 (6.84)  time: 0.4148  data: 0.0002
[11-18 10:37:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [1668/1669]  eta: 0:00:00  tlr: 3.8e-05  tnm: 0.52  Lm: 5.849 (5.820)  Lt: 5.166 (5.154)  Accm: 4.46 (4.40)  Acct: 6.73 (6.71)  time: 0.4530  data: 0.0017
[11-18 10:37:24] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 270/350]   Total time:      0:12:01   (0.432 s / it)
[11-18 10:37:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [1668/1669]  eta: 0:00:00  tlr: 3.8e-05  tnm: 0.52  Lm: 5.867 (5.861)  Lt: 5.249 (5.231)  Accm: 4.18 (4.36)  Acct: 6.27 (6.54)  time: 0.4530  data: 0.0017
[11-18 10:37:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [1668/1669]  eta: 0:00:00  tlr: 3.8e-05  tnm: 0.52  Lm: 5.862 (5.856)  Lt: 5.223 (5.197)  Accm: 4.56 (4.57)  Acct: 7.28 (6.87)  time: 0.4530  data: 0.0014
[11-18 10:37:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 270/350]  [1668/1669]  eta: 0:00:00  tlr: 3.8e-05  tnm: 0.52  Lm: 5.911 (5.854)  Lt: 5.243 (5.182)  Accm: 4.35 (4.50)  Acct: 6.84 (7.13)  time: 0.4530  data: 0.0019
[11-18 10:37:24] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 270/350]   Total time:      0:12:01   (0.432 s / it)
[11-18 10:37:24] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 270/350]   Total time:      0:12:01   (0.432 s / it)
[11-18 10:37:24] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 270/350]   Total time:      0:12:01   (0.432 s / it)
[11-18 10:37:24] (/home/user/VAR/train.py , line 276)=>      [ep270]  (training )  Lm: 5.824 (5.829), Lt: 5.167 (5.173),  Acc m&t: 4.54 6.96,  Remain: 15:10:54,  Finish: 2024-11-18 09:48
[11-18 10:37:24] (/home/user/VAR/train.py , line 276)=>      [ep270]  (training )  Lm: 5.824 (5.829), Lt: 5.167 (5.173),  Acc m&t: 4.54 6.96,  Remain: 15:10:53,  Finish: 2024-11-18 09:48
[11-18 10:37:24] (/home/user/VAR/train.py , line 276)=>      [ep270]  (training )  Lm: 5.824 (5.829), Lt: 5.167 (5.173),  Acc m&t: 4.54 6.96,  Remain: 15:11:04,  Finish: 2024-11-18 09:48
[11-18 10:37:24] (/home/user/VAR/train.py , line 276)=>      [ep270]  (training )  Lm: 5.824 (5.829), Lt: 5.167 (5.173),  Acc m&t: 4.54 6.96,  Remain: 15:10:53,  Finish: 2024-11-18 09:48
[11-18 10:37:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [   0/1669]  eta: 0:09:22  tlr: 3.8e-05  tnm: 0.49  Lm: 5.904 (5.904)  Lt: 5.273 (5.273)  Accm: 4.33 (4.33)  Acct: 6.51 (6.51)  time: 0.3370  data: 0.0004
[11-18 10:37:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [   0/1669]  eta: 0:09:22  tlr: 3.8e-05  tnm: 0.49  Lm: 5.736 (5.736)  Lt: 5.113 (5.113)  Accm: 4.87 (4.87)  Acct: 7.23 (7.23)  time: 0.3369  data: 0.0004
[11-18 10:37:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [   0/1669]  eta: 0:09:33  tlr: 3.8e-05  tnm: 0.49  Lm: 5.793 (5.793)  Lt: 5.141 (5.141)  Accm: 4.98 (4.98)  Acct: 7.56 (7.56)  time: 0.3437  data: 0.0004
[11-18 10:37:25] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [   0/1669]  eta: 0:09:23  tlr: 3.8e-05  tnm: 0.49  Lm: 5.865 (5.865)  Lt: 5.223 (5.223)  Accm: 4.18 (4.18)  Acct: 6.39 (6.39)  time: 0.3376  data: 0.0003
[11-18 10:40:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [ 417/1669]  eta: 0:09:02  tlr: 3.7e-05  tnm: 0.48  Lm: 5.836 (5.836)  Lt: 5.166 (5.166)  Accm: 4.44 (4.44)  Acct: 6.85 (6.85)  time: 0.4129  data: 0.0002
[11-18 10:40:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [ 417/1669]  eta: 0:09:02  tlr: 3.7e-05  tnm: 0.48  Lm: 5.837 (5.837)  Lt: 5.187 (5.187)  Accm: 4.60 (4.60)  Acct: 6.96 (6.96)  time: 0.4129  data: 0.0002
[11-18 10:40:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [ 417/1669]  eta: 0:09:02  tlr: 3.7e-05  tnm: 0.48  Lm: 5.773 (5.773)  Lt: 5.117 (5.117)  Accm: 4.92 (4.92)  Acct: 7.49 (7.49)  time: 0.4129  data: 0.0002
[11-18 10:40:26] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [ 417/1669]  eta: 0:09:02  tlr: 3.7e-05  tnm: 0.48  Lm: 5.834 (5.834)  Lt: 5.210 (5.210)  Accm: 4.54 (4.54)  Acct: 6.88 (6.88)  time: 0.4129  data: 0.0002
[11-18 10:43:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [ 834/1669]  eta: 0:05:59  tlr: 3.7e-05  tnm: 0.49  Lm: 5.931 (5.877)  Lt: 5.306 (5.249)  Accm: 4.21 (4.35)  Acct: 6.53 (6.60)  time: 0.4100  data: 0.0002
[11-18 10:43:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [ 834/1669]  eta: 0:05:59  tlr: 3.7e-05  tnm: 0.49  Lm: 5.881 (5.857)  Lt: 5.234 (5.206)  Accm: 4.22 (4.44)  Acct: 6.80 (6.90)  time: 0.4100  data: 0.0002
[11-18 10:43:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [ 834/1669]  eta: 0:05:59  tlr: 3.7e-05  tnm: 0.49  Lm: 5.720 (5.756)  Lt: 5.021 (5.085)  Accm: 5.11 (4.98)  Acct: 7.78 (7.59)  time: 0.4100  data: 0.0002
[11-18 10:43:24] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [ 834/1669]  eta: 0:05:59  tlr: 3.7e-05  tnm: 0.49  Lm: 5.815 (5.829)  Lt: 5.126 (5.153)  Accm: 4.69 (4.59)  Acct: 7.32 (7.10)  time: 0.4100  data: 0.0002
[11-18 10:46:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [1251/1669]  eta: 0:02:59  tlr: 3.7e-05  tnm: 0.47  Lm: 5.816 (5.826)  Lt: 5.149 (5.158)  Accm: 4.61 (4.58)  Acct: 7.18 (7.09)  time: 0.4060  data: 0.0002
[11-18 10:46:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [1251/1669]  eta: 0:02:59  tlr: 3.7e-05  tnm: 0.47  Lm: 5.866 (5.856)  Lt: 5.230 (5.211)  Accm: 4.38 (4.46)  Acct: 6.82 (6.89)  time: 0.4060  data: 0.0002
[11-18 10:46:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [1251/1669]  eta: 0:02:59  tlr: 3.7e-05  tnm: 0.47  Lm: 5.728 (5.751)  Lt: 5.028 (5.072)  Accm: 4.84 (4.88)  Acct: 7.43 (7.46)  time: 0.4060  data: 0.0002
[11-18 10:46:21] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [1251/1669]  eta: 0:02:59  tlr: 3.7e-05  tnm: 0.47  Lm: 5.849 (5.850)  Lt: 5.219 (5.220)  Accm: 4.54 (4.48)  Acct: 6.86 (6.75)  time: 0.4060  data: 0.0002
[11-18 10:49:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [1668/1669]  eta: 0:00:00  tlr: 3.7e-05  tnm: 0.49  Lm: 5.881 (5.872)  Lt: 5.234 (5.223)  Accm: 4.22 (4.37)  Acct: 6.80 (6.82)  time: 0.5401  data: 0.0015
[11-18 10:49:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 271/350]   Total time:      0:11:57   (0.430 s / it)
[11-18 10:49:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [1668/1669]  eta: 0:00:00  tlr: 3.7e-05  tnm: 0.49  Lm: 5.735 (5.776)  Lt: 5.035 (5.099)  Accm: 4.57 (4.74)  Acct: 7.08 (7.30)  time: 0.5401  data: 0.0019
[11-18 10:49:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [1668/1669]  eta: 0:00:00  tlr: 3.7e-05  tnm: 0.49  Lm: 5.830 (5.846)  Lt: 5.186 (5.213)  Accm: 4.47 (4.48)  Acct: 6.53 (6.67)  time: 0.5401  data: 0.0015
[11-18 10:49:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 271/350]   Total time:      0:11:57   (0.430 s / it)
[11-18 10:49:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 271/350]   Total time:      0:11:57   (0.430 s / it)
[11-18 10:49:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 271/350]  [1668/1669]  eta: 0:00:00  tlr: 3.7e-05  tnm: 0.49  Lm: 5.815 (5.799)  Lt: 5.126 (5.129)  Accm: 4.69 (4.67)  Acct: 7.32 (7.19)  time: 0.5401  data: 0.0018
[11-18 10:49:22] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 271/350]   Total time:      0:11:57   (0.430 s / it)
[11-18 10:49:22] (/home/user/VAR/train.py , line 276)=>      [ep271]  (training )  Lm: 5.824 (5.829), Lt: 5.167 (5.175),  Acc m&t: 4.54 6.96,  Remain: 15:06:58,  Finish: 2024-11-18 09:56
[11-18 10:49:22] (/home/user/VAR/train.py , line 276)=>      [ep271]  (training )  Lm: 5.824 (5.829), Lt: 5.167 (5.175),  Acc m&t: 4.54 6.96,  Remain: 15:06:46,  Finish: 2024-11-18 09:56
[11-18 10:49:22] (/home/user/VAR/train.py , line 276)=>      [ep271]  (training )  Lm: 5.824 (5.829), Lt: 5.167 (5.175),  Acc m&t: 4.54 6.96,  Remain: 15:07:03,  Finish: 2024-11-18 09:56
[11-18 10:49:22] (/home/user/VAR/train.py , line 276)=>      [ep271]  (training )  Lm: 5.824 (5.829), Lt: 5.167 (5.175),  Acc m&t: 4.54 6.96,  Remain: 15:07:13,  Finish: 2024-11-18 09:56
[11-18 10:49:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [   0/1669]  eta: 0:10:54  tlr: 3.7e-05  tnm: 0.49  Lm: 5.845 (5.845)  Lt: 5.193 (5.193)  Accm: 4.64 (4.64)  Acct: 7.23 (7.23)  time: 0.3921  data: 0.0003
[11-18 10:49:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [   0/1669]  eta: 0:11:06  tlr: 3.7e-05  tnm: 0.49  Lm: 5.755 (5.755)  Lt: 5.047 (5.047)  Accm: 4.91 (4.91)  Acct: 7.70 (7.70)  time: 0.3992  data: 0.0004
[11-18 10:49:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [   0/1669]  eta: 0:11:22  tlr: 3.7e-05  tnm: 0.49  Lm: 5.884 (5.884)  Lt: 5.237 (5.237)  Accm: 4.20 (4.20)  Acct: 6.46 (6.46)  time: 0.4092  data: 0.0004
[11-18 10:49:22] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [   0/1669]  eta: 0:11:21  tlr: 3.7e-05  tnm: 0.49  Lm: 5.676 (5.676)  Lt: 5.022 (5.022)  Accm: 4.95 (4.95)  Acct: 7.47 (7.47)  time: 0.4086  data: 0.0003
[11-18 10:52:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [ 417/1669]  eta: 0:08:53  tlr: 3.7e-05  tnm: 0.49  Lm: 5.740 (5.740)  Lt: 5.094 (5.094)  Accm: 4.60 (4.60)  Acct: 6.93 (6.93)  time: 0.4114  data: 0.0002
[11-18 10:52:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [ 417/1669]  eta: 0:08:53  tlr: 3.7e-05  tnm: 0.49  Lm: 5.850 (5.850)  Lt: 5.219 (5.219)  Accm: 4.35 (4.35)  Acct: 6.60 (6.60)  time: 0.4115  data: 0.0002
[11-18 10:52:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [ 417/1669]  eta: 0:08:53  tlr: 3.7e-05  tnm: 0.49  Lm: 5.845 (5.845)  Lt: 5.178 (5.178)  Accm: 4.49 (4.49)  Acct: 6.96 (6.96)  time: 0.4115  data: 0.0002
[11-18 10:52:20] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [ 417/1669]  eta: 0:08:53  tlr: 3.7e-05  tnm: 0.49  Lm: 5.826 (5.826)  Lt: 5.187 (5.187)  Accm: 4.59 (4.59)  Acct: 6.91 (6.91)  time: 0.4115  data: 0.0002
[11-18 10:55:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [ 834/1669]  eta: 0:05:53  tlr: 3.7e-05  tnm: 0.50  Lm: 5.803 (5.818)  Lt: 5.104 (5.159)  Accm: 4.59 (4.59)  Acct: 6.77 (6.86)  time: 0.4063  data: 0.0002
[11-18 10:55:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [ 834/1669]  eta: 0:05:53  tlr: 3.7e-05  tnm: 0.50  Lm: 5.770 (5.750)  Lt: 5.165 (5.118)  Accm: 4.70 (4.63)  Acct: 7.02 (6.96)  time: 0.4063  data: 0.0002
[11-18 10:55:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [ 834/1669]  eta: 0:05:53  tlr: 3.7e-05  tnm: 0.50  Lm: 5.884 (5.875)  Lt: 5.237 (5.241)  Accm: 4.20 (4.28)  Acct: 6.47 (6.56)  time: 0.4063  data: 0.0002
[11-18 10:55:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [ 834/1669]  eta: 0:05:53  tlr: 3.7e-05  tnm: 0.50  Lm: 5.845 (5.854)  Lt: 5.193 (5.210)  Accm: 4.38 (4.45)  Acct: 6.68 (6.75)  time: 0.4063  data: 0.0002
[11-18 10:58:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [1251/1669]  eta: 0:02:58  tlr: 3.7e-05  tnm: 0.52  Lm: 5.859 (5.859)  Lt: 5.188 (5.204)  Accm: 4.36 (4.36)  Acct: 6.65 (6.71)  time: 0.4114  data: 0.0002
[11-18 10:58:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [1251/1669]  eta: 0:02:58  tlr: 3.7e-05  tnm: 0.52  Lm: 5.850 (5.854)  Lt: 5.219 (5.214)  Accm: 4.35 (4.35)  Acct: 6.61 (6.67)  time: 0.4114  data: 0.0002
[11-18 10:58:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [1251/1669]  eta: 0:02:58  tlr: 3.7e-05  tnm: 0.52  Lm: 5.787 (5.783)  Lt: 5.166 (5.137)  Accm: 4.48 (4.53)  Acct: 6.79 (6.86)  time: 0.4114  data: 0.0002
[11-18 10:58:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [1251/1669]  eta: 0:02:58  tlr: 3.7e-05  tnm: 0.52  Lm: 5.816 (5.821)  Lt: 5.119 (5.153)  Accm: 4.45 (4.52)  Acct: 6.78 (6.84)  time: 0.4115  data: 0.0002
[11-18 11:01:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [1668/1669]  eta: 0:00:00  tlr: 3.7e-05  tnm: 0.51  Lm: 5.803 (5.808)  Lt: 5.108 (5.144)  Accm: 4.59 (4.58)  Acct: 6.78 (6.89)  time: 0.5400  data: 0.0017
[11-18 11:01:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 272/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 11:01:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [1668/1669]  eta: 0:00:00  tlr: 3.7e-05  tnm: 0.51  Lm: 5.803 (5.797)  Lt: 5.165 (5.142)  Accm: 4.63 (4.55)  Acct: 7.02 (6.96)  time: 0.5400  data: 0.0018
[11-18 11:01:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [1668/1669]  eta: 0:00:00  tlr: 3.7e-05  tnm: 0.51  Lm: 5.884 (5.875)  Lt: 5.237 (5.231)  Accm: 4.20 (4.26)  Acct: 6.47 (6.59)  time: 0.5400  data: 0.0015
[11-18 11:01:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 272/350]  [1668/1669]  eta: 0:00:00  tlr: 3.7e-05  tnm: 0.51  Lm: 5.845 (5.852)  Lt: 5.183 (5.198)  Accm: 4.38 (4.44)  Acct: 6.68 (6.80)  time: 0.5400  data: 0.0013
[11-18 11:01:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 272/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 11:01:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 272/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 11:01:17] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 272/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 11:01:17] (/home/user/VAR/train.py , line 276)=>      [ep272]  (training )  Lm: 5.824 (5.829), Lt: 5.167 (5.173),  Acc m&t: 4.54 6.96,  Remain: 14:55:32,  Finish: 2024-11-18 09:56
[11-18 11:01:17] (/home/user/VAR/train.py , line 276)=>      [ep272]  (training )  Lm: 5.824 (5.829), Lt: 5.167 (5.173),  Acc m&t: 4.54 6.96,  Remain: 14:56:02,  Finish: 2024-11-18 09:57
[11-18 11:01:17] (/home/user/VAR/train.py , line 276)=>      [ep272]  (training )  Lm: 5.824 (5.829), Lt: 5.167 (5.173),  Acc m&t: 4.54 6.96,  Remain: 14:55:19,  Finish: 2024-11-18 09:56
[11-18 11:01:17] (/home/user/VAR/train.py , line 276)=>      [ep272]  (training )  Lm: 5.824 (5.829), Lt: 5.167 (5.173),  Acc m&t: 4.54 6.96,  Remain: 14:55:48,  Finish: 2024-11-18 09:57
[11-18 11:01:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [   0/1669]  eta: 0:10:39  tlr: 3.7e-05  tnm: 0.51  Lm: 5.879 (5.879)  Lt: 5.219 (5.219)  Accm: 4.60 (4.60)  Acct: 6.89 (6.89)  time: 0.3833  data: 0.0004
[11-18 11:01:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [   0/1669]  eta: 0:10:40  tlr: 3.7e-05  tnm: 0.51  Lm: 5.751 (5.751)  Lt: 5.090 (5.090)  Accm: 4.94 (4.94)  Acct: 7.85 (7.85)  time: 0.3835  data: 0.0003
[11-18 11:01:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [   0/1669]  eta: 0:10:32  tlr: 3.7e-05  tnm: 0.51  Lm: 5.870 (5.870)  Lt: 5.275 (5.275)  Accm: 4.08 (4.08)  Acct: 6.32 (6.32)  time: 0.3791  data: 0.0003
[11-18 11:01:18] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [   0/1669]  eta: 0:10:34  tlr: 3.7e-05  tnm: 0.51  Lm: 5.782 (5.782)  Lt: 5.117 (5.117)  Accm: 4.65 (4.65)  Acct: 7.42 (7.42)  time: 0.3801  data: 0.0003
[11-18 11:04:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [ 417/1669]  eta: 0:08:57  tlr: 3.6e-05  tnm: 0.51  Lm: 5.821 (5.821)  Lt: 5.167 (5.167)  Accm: 4.42 (4.42)  Acct: 6.92 (6.92)  time: 0.4141  data: 0.0002
[11-18 11:04:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [ 417/1669]  eta: 0:08:57  tlr: 3.6e-05  tnm: 0.51  Lm: 5.801 (5.801)  Lt: 5.137 (5.137)  Accm: 4.69 (4.69)  Acct: 7.38 (7.38)  time: 0.4141  data: 0.0002
[11-18 11:04:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [ 417/1669]  eta: 0:08:57  tlr: 3.6e-05  tnm: 0.51  Lm: 5.857 (5.857)  Lt: 5.220 (5.220)  Accm: 4.35 (4.35)  Acct: 6.78 (6.78)  time: 0.4142  data: 0.0002
[11-18 11:04:17] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [ 417/1669]  eta: 0:08:57  tlr: 3.6e-05  tnm: 0.51  Lm: 5.873 (5.873)  Lt: 5.230 (5.230)  Accm: 4.36 (4.36)  Acct: 6.62 (6.62)  time: 0.4142  data: 0.0002
[11-18 11:07:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [ 834/1669]  eta: 0:05:56  tlr: 3.6e-05  tnm: 0.49  Lm: 5.868 (5.791)  Lt: 5.219 (5.138)  Accm: 4.60 (4.76)  Acct: 6.89 (7.25)  time: 0.4076  data: 0.0002
[11-18 11:07:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [ 834/1669]  eta: 0:05:56  tlr: 3.6e-05  tnm: 0.49  Lm: 5.782 (5.791)  Lt: 5.117 (5.127)  Accm: 4.65 (4.60)  Acct: 7.42 (7.15)  time: 0.4076  data: 0.0002
[11-18 11:07:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [ 834/1669]  eta: 0:05:56  tlr: 3.6e-05  tnm: 0.49  Lm: 5.751 (5.781)  Lt: 5.099 (5.124)  Accm: 4.87 (4.75)  Acct: 7.35 (7.37)  time: 0.4076  data: 0.0002
[11-18 11:07:14] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [ 834/1669]  eta: 0:05:56  tlr: 3.6e-05  tnm: 0.49  Lm: 5.843 (5.808)  Lt: 5.165 (5.151)  Accm: 4.63 (4.67)  Acct: 7.23 (7.27)  time: 0.4076  data: 0.0002
[11-18 11:10:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [1251/1669]  eta: 0:02:59  tlr: 3.6e-05  tnm: 0.50  Lm: 5.857 (5.841)  Lt: 5.220 (5.193)  Accm: 4.38 (4.54)  Acct: 6.78 (7.02)  time: 0.4023  data: 0.0003
[11-18 11:10:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [1251/1669]  eta: 0:02:59  tlr: 3.6e-05  tnm: 0.50  Lm: 5.747 (5.765)  Lt: 5.094 (5.093)  Accm: 4.76 (4.72)  Acct: 7.21 (7.29)  time: 0.4023  data: 0.0002
[11-18 11:10:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [1251/1669]  eta: 0:02:59  tlr: 3.6e-05  tnm: 0.50  Lm: 5.873 (5.819)  Lt: 5.198 (5.148)  Accm: 4.44 (4.64)  Acct: 6.89 (7.16)  time: 0.4023  data: 0.0002
[11-18 11:10:15] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [1251/1669]  eta: 0:02:59  tlr: 3.6e-05  tnm: 0.50  Lm: 5.814 (5.804)  Lt: 5.135 (5.133)  Accm: 4.49 (4.54)  Acct: 7.03 (7.02)  time: 0.4023  data: 0.0002
[11-18 11:13:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [1668/1669]  eta: 0:00:00  tlr: 3.6e-05  tnm: 0.49  Lm: 5.790 (5.802)  Lt: 5.150 (5.136)  Accm: 4.65 (4.63)  Acct: 7.42 (7.12)  time: 0.4557  data: 0.0015
[11-18 11:13:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 273/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 11:13:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [1668/1669]  eta: 0:00:00  tlr: 3.6e-05  tnm: 0.49  Lm: 5.868 (5.822)  Lt: 5.213 (5.161)  Accm: 4.60 (4.65)  Acct: 6.89 (7.08)  time: 0.4557  data: 0.0020
[11-18 11:13:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [1668/1669]  eta: 0:00:00  tlr: 3.6e-05  tnm: 0.49  Lm: 5.751 (5.792)  Lt: 5.099 (5.128)  Accm: 4.64 (4.64)  Acct: 7.06 (7.12)  time: 0.4557  data: 0.0016
[11-18 11:13:10] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 273/350]  [1668/1669]  eta: 0:00:00  tlr: 3.6e-05  tnm: 0.49  Lm: 5.843 (5.841)  Lt: 5.184 (5.191)  Accm: 4.44 (4.52)  Acct: 6.99 (7.01)  time: 0.4557  data: 0.0017
[11-18 11:13:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 273/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 11:13:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 273/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 11:13:10] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 273/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 11:13:10] (/home/user/VAR/train.py , line 276)=>      [ep273]  (training )  Lm: 5.824 (5.828), Lt: 5.167 (5.173),  Acc m&t: 4.54 6.96,  Remain: 14:41:25,  Finish: 2024-11-18 09:54
[11-18 11:13:10] (/home/user/VAR/train.py , line 276)=>      [ep273]  (training )  Lm: 5.824 (5.828), Lt: 5.167 (5.173),  Acc m&t: 4.54 6.96,  Remain: 14:41:59,  Finish: 2024-11-18 09:55
[11-18 11:13:10] (/home/user/VAR/train.py , line 276)=>      [ep273]  (training )  Lm: 5.824 (5.828), Lt: 5.167 (5.173),  Acc m&t: 4.54 6.96,  Remain: 14:41:39,  Finish: 2024-11-18 09:54
[11-18 11:13:10] (/home/user/VAR/train.py , line 276)=>      [ep273]  (training )  Lm: 5.824 (5.828), Lt: 5.167 (5.173),  Acc m&t: 4.54 6.96,  Remain: 14:41:49,  Finish: 2024-11-18 09:54
[11-18 11:13:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [   0/1669]  eta: 0:10:54  tlr: 3.6e-05  tnm: 0.49  Lm: 5.715 (5.715)  Lt: 5.017 (5.017)  Accm: 4.84 (4.84)  Acct: 7.01 (7.01)  time: 0.3920  data: 0.0003
[11-18 11:13:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [   0/1669]  eta: 0:11:07  tlr: 3.6e-05  tnm: 0.49  Lm: 5.921 (5.921)  Lt: 5.256 (5.256)  Accm: 4.31 (4.31)  Acct: 6.96 (6.96)  time: 0.4001  data: 0.0004
[11-18 11:13:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [   0/1669]  eta: 0:12:55  tlr: 3.6e-05  tnm: 0.49  Lm: 5.854 (5.854)  Lt: 5.238 (5.238)  Accm: 4.21 (4.21)  Acct: 5.94 (5.94)  time: 0.4644  data: 0.0004
[11-18 11:13:11] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [   0/1669]  eta: 0:10:54  tlr: 3.6e-05  tnm: 0.49  Lm: 5.839 (5.839)  Lt: 5.199 (5.199)  Accm: 4.42 (4.42)  Acct: 6.70 (6.70)  time: 0.3919  data: 0.0004
[11-18 11:16:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [ 417/1669]  eta: 0:08:50  tlr: 3.6e-05  tnm: 0.50  Lm: 5.830 (5.830)  Lt: 5.173 (5.173)  Accm: 4.43 (4.43)  Acct: 6.78 (6.78)  time: 0.4480  data: 0.0002
[11-18 11:16:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [ 417/1669]  eta: 0:08:51  tlr: 3.6e-05  tnm: 0.50  Lm: 5.785 (5.785)  Lt: 5.124 (5.124)  Accm: 4.65 (4.65)  Acct: 6.84 (6.84)  time: 0.4479  data: 0.0003
[11-18 11:16:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [ 417/1669]  eta: 0:08:51  tlr: 3.6e-05  tnm: 0.50  Lm: 5.823 (5.823)  Lt: 5.197 (5.197)  Accm: 4.44 (4.44)  Acct: 6.40 (6.40)  time: 0.4480  data: 0.0002
[11-18 11:16:08] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [ 417/1669]  eta: 0:08:51  tlr: 3.6e-05  tnm: 0.50  Lm: 5.860 (5.860)  Lt: 5.210 (5.210)  Accm: 4.32 (4.32)  Acct: 6.74 (6.74)  time: 0.4479  data: 0.0002
[11-18 11:19:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [ 834/1669]  eta: 0:05:59  tlr: 3.6e-05  tnm: 0.51  Lm: 5.878 (5.866)  Lt: 5.233 (5.217)  Accm: 4.33 (4.40)  Acct: 6.75 (6.74)  time: 0.4076  data: 0.0002
[11-18 11:19:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [ 834/1669]  eta: 0:05:59  tlr: 3.6e-05  tnm: 0.51  Lm: 5.821 (5.820)  Lt: 5.156 (5.167)  Accm: 4.43 (4.53)  Acct: 6.87 (6.84)  time: 0.4076  data: 0.0002
[11-18 11:19:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [ 834/1669]  eta: 0:05:59  tlr: 3.6e-05  tnm: 0.51  Lm: 5.716 (5.762)  Lt: 5.089 (5.112)  Accm: 4.84 (4.77)  Acct: 7.01 (7.16)  time: 0.4076  data: 0.0002
[11-18 11:19:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [ 834/1669]  eta: 0:05:59  tlr: 3.6e-05  tnm: 0.51  Lm: 5.852 (5.833)  Lt: 5.191 (5.195)  Accm: 4.64 (4.50)  Acct: 6.87 (6.65)  time: 0.4076  data: 0.0003
[11-18 11:22:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [1251/1669]  eta: 0:02:59  tlr: 3.6e-05  tnm: 0.54  Lm: 5.835 (5.829)  Lt: 5.173 (5.181)  Accm: 4.65 (4.57)  Acct: 7.01 (6.83)  time: 0.4077  data: 0.0003
[11-18 11:22:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [1251/1669]  eta: 0:02:59  tlr: 3.6e-05  tnm: 0.54  Lm: 5.881 (5.871)  Lt: 5.229 (5.219)  Accm: 4.32 (4.37)  Acct: 6.68 (6.71)  time: 0.4077  data: 0.0002
[11-18 11:22:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [1251/1669]  eta: 0:02:59  tlr: 3.6e-05  tnm: 0.54  Lm: 5.785 (5.789)  Lt: 5.130 (5.127)  Accm: 4.65 (4.63)  Acct: 6.90 (7.07)  time: 0.4077  data: 0.0002
[11-18 11:22:09] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [1251/1669]  eta: 0:02:59  tlr: 3.6e-05  tnm: 0.54  Lm: 5.812 (5.816)  Lt: 5.152 (5.156)  Accm: 4.55 (4.57)  Acct: 6.86 (6.84)  time: 0.4077  data: 0.0002
[11-18 11:25:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [1668/1669]  eta: 0:00:00  tlr: 3.6e-05  tnm: 0.49  Lm: 5.821 (5.831)  Lt: 5.156 (5.173)  Accm: 4.43 (4.44)  Acct: 6.85 (6.67)  time: 0.4097  data: 0.0023
[11-18 11:25:03] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 274/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 11:25:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [1668/1669]  eta: 0:00:00  tlr: 3.6e-05  tnm: 0.49  Lm: 5.852 (5.867)  Lt: 5.191 (5.218)  Accm: 4.64 (4.37)  Acct: 6.87 (6.60)  time: 0.4097  data: 0.0015
[11-18 11:25:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [1668/1669]  eta: 0:00:00  tlr: 3.6e-05  tnm: 0.49  Lm: 5.885 (5.894)  Lt: 5.233 (5.258)  Accm: 4.31 (4.25)  Acct: 6.61 (6.49)  time: 0.4097  data: 0.0031
[11-18 11:25:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 274/350]  [1668/1669]  eta: 0:00:00  tlr: 3.6e-05  tnm: 0.49  Lm: 5.800 (5.791)  Lt: 5.139 (5.129)  Accm: 4.76 (4.66)  Acct: 7.01 (7.11)  time: 0.4097  data: 0.0016
[11-18 11:25:03] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 274/350]   Total time:      0:11:53   (0.427 s / it)
[11-18 11:25:03] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 274/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 11:25:03] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 274/350]   Total time:      0:11:52   (0.427 s / it)
[11-18 11:25:03] (/home/user/VAR/train.py , line 276)=>      [ep274]  (training )  Lm: 5.820 (5.820), Lt: 5.162 (5.162),  Acc m&t: 4.54 6.96,  Remain: 14:25:42,  Finish: 2024-11-18 09:50
[11-18 11:25:03] (/home/user/VAR/train.py , line 276)=>      [ep274]  (training )  Lm: 5.820 (5.820), Lt: 5.162 (5.162),  Acc m&t: 4.54 6.96,  Remain: 14:26:03,  Finish: 2024-11-18 09:51
[11-18 11:25:03] (/home/user/VAR/train.py , line 276)=>      [ep274]  (training )  Lm: 5.820 (5.820), Lt: 5.162 (5.162),  Acc m&t: 4.54 6.96,  Remain: 14:26:01,  Finish: 2024-11-18 09:51
[11-18 11:25:03] (/home/user/VAR/train.py , line 276)=>      [ep274]  (training )  Lm: 5.820 (5.820), Lt: 5.162 (5.162),  Acc m&t: 4.54 6.96,  Remain: 14:25:56,  Finish: 2024-11-18 09:50
[11-18 11:25:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [   0/1669]  eta: 0:10:22  tlr: 3.6e-05  tnm: 0.50  Lm: 5.883 (5.883)  Lt: 5.260 (5.260)  Accm: 4.25 (4.25)  Acct: 6.42 (6.42)  time: 0.3733  data: 0.0004
[11-18 11:25:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [   0/1669]  eta: 0:10:23  tlr: 3.6e-05  tnm: 0.50  Lm: 5.780 (5.780)  Lt: 5.102 (5.102)  Accm: 4.33 (4.33)  Acct: 6.68 (6.68)  time: 0.3738  data: 0.0004
[11-18 11:25:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [   0/1669]  eta: 0:10:23  tlr: 3.6e-05  tnm: 0.50  Lm: 5.877 (5.877)  Lt: 5.241 (5.241)  Accm: 4.17 (4.17)  Acct: 6.68 (6.68)  time: 0.3737  data: 0.0004
[11-18 11:25:04] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [   0/1669]  eta: 0:10:20  tlr: 3.6e-05  tnm: 0.50  Lm: 5.927 (5.927)  Lt: 5.275 (5.275)  Accm: 4.33 (4.33)  Acct: 6.78 (6.78)  time: 0.3719  data: 0.0004
[11-18 11:28:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [ 417/1669]  eta: 0:08:59  tlr: 3.6e-05  tnm: 0.51  Lm: 5.884 (5.884)  Lt: 5.214 (5.214)  Accm: 4.38 (4.38)  Acct: 6.81 (6.81)  time: 0.6275  data: 0.0002
[11-18 11:28:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [ 417/1669]  eta: 0:08:59  tlr: 3.6e-05  tnm: 0.51  Lm: 5.884 (5.884)  Lt: 5.234 (5.234)  Accm: 4.11 (4.11)  Acct: 6.43 (6.43)  time: 0.6275  data: 0.0002
[11-18 11:28:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [ 417/1669]  eta: 0:08:59  tlr: 3.6e-05  tnm: 0.51  Lm: 5.845 (5.845)  Lt: 5.195 (5.195)  Accm: 4.44 (4.44)  Acct: 6.81 (6.81)  time: 0.6275  data: 0.0003
[11-18 11:28:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [ 417/1669]  eta: 0:08:59  tlr: 3.6e-05  tnm: 0.51  Lm: 5.842 (5.842)  Lt: 5.197 (5.197)  Accm: 4.52 (4.52)  Acct: 7.05 (7.05)  time: 0.6275  data: 0.0002
[11-18 11:31:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [ 834/1669]  eta: 0:05:59  tlr: 3.5e-05  tnm: 0.51  Lm: 5.867 (5.850)  Lt: 5.229 (5.208)  Accm: 4.44 (4.49)  Acct: 6.73 (6.94)  time: 0.4061  data: 0.0002
[11-18 11:31:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [ 834/1669]  eta: 0:05:59  tlr: 3.5e-05  tnm: 0.51  Lm: 5.870 (5.879)  Lt: 5.161 (5.210)  Accm: 4.31 (4.18)  Acct: 6.56 (6.47)  time: 0.4061  data: 0.0002
[11-18 11:31:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [ 834/1669]  eta: 0:05:59  tlr: 3.5e-05  tnm: 0.51  Lm: 5.808 (5.789)  Lt: 5.130 (5.128)  Accm: 4.64 (4.74)  Acct: 7.20 (7.27)  time: 0.4061  data: 0.0003
[11-18 11:31:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [ 834/1669]  eta: 0:05:59  tlr: 3.5e-05  tnm: 0.51  Lm: 5.840 (5.839)  Lt: 5.154 (5.164)  Accm: 4.43 (4.59)  Acct: 6.84 (7.12)  time: 0.4061  data: 0.0002
[11-18 11:34:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [1251/1669]  eta: 0:03:01  tlr: 3.5e-05  tnm: 0.52  Lm: 5.794 (5.810)  Lt: 5.126 (5.148)  Accm: 4.66 (4.66)  Acct: 7.12 (7.19)  time: 0.4060  data: 0.0003
[11-18 11:34:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [1251/1669]  eta: 0:03:01  tlr: 3.5e-05  tnm: 0.52  Lm: 5.833 (5.858)  Lt: 5.146 (5.190)  Accm: 4.32 (4.39)  Acct: 6.62 (6.75)  time: 0.4060  data: 0.0002
[11-18 11:34:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [1251/1669]  eta: 0:03:01  tlr: 3.5e-05  tnm: 0.52  Lm: 5.843 (5.811)  Lt: 5.162 (5.144)  Accm: 4.69 (4.74)  Acct: 7.29 (7.30)  time: 0.4060  data: 0.0002
[11-18 11:34:07] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [1251/1669]  eta: 0:03:01  tlr: 3.5e-05  tnm: 0.52  Lm: 5.837 (5.831)  Lt: 5.191 (5.191)  Accm: 4.65 (4.60)  Acct: 7.06 (7.05)  time: 0.4060  data: 0.0002
[11-18 11:37:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [1668/1669]  eta: 0:00:00  tlr: 3.5e-05  tnm: 0.47  Lm: 5.806 (5.807)  Lt: 5.153 (5.162)  Accm: 4.87 (4.67)  Acct: 7.09 (7.06)  time: 0.4120  data: 0.0016
[11-18 11:37:02] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 275/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 11:37:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [1668/1669]  eta: 0:00:00  tlr: 3.5e-05  tnm: 0.47  Lm: 5.796 (5.832)  Lt: 5.132 (5.158)  Accm: 4.33 (4.50)  Acct: 6.68 (6.98)  time: 0.4120  data: 0.0019
[11-18 11:37:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [1668/1669]  eta: 0:00:00  tlr: 3.5e-05  tnm: 0.47  Lm: 5.817 (5.812)  Lt: 5.132 (5.142)  Accm: 4.73 (4.74)  Acct: 7.39 (7.32)  time: 0.4120  data: 0.0019
[11-18 11:37:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 275/350]  [1668/1669]  eta: 0:00:00  tlr: 3.5e-05  tnm: 0.47  Lm: 5.840 (5.824)  Lt: 5.154 (5.166)  Accm: 4.43 (4.60)  Acct: 6.84 (7.05)  time: 0.4120  data: 0.0018
[11-18 11:37:02] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 275/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 11:37:02] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 275/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 11:37:02] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 275/350]   Total time:      0:11:58   (0.431 s / it)
[11-18 11:37:02] (/home/user/VAR/train.py , line 276)=>      [ep275]  (training )  Lm: 5.820 (5.831), Lt: 5.162 (5.176),  Acc m&t: 4.54 6.96,  Remain: 14:21:22,  Finish: 2024-11-18 09:58
[11-18 11:37:02] (/home/user/VAR/train.py , line 276)=>      [ep275]  (training )  Lm: 5.820 (5.831), Lt: 5.162 (5.176),  Acc m&t: 4.54 6.96,  Remain: 14:21:09,  Finish: 2024-11-18 09:58
[11-18 11:37:02] (/home/user/VAR/train.py , line 276)=>      [ep275]  (training )  Lm: 5.820 (5.831), Lt: 5.162 (5.176),  Acc m&t: 4.54 6.96,  Remain: 14:21:40,  Finish: 2024-11-18 09:58
[11-18 11:37:02] (/home/user/VAR/train.py , line 276)=>      [ep275]  (training )  Lm: 5.820 (5.831), Lt: 5.162 (5.176),  Acc m&t: 4.54 6.96,  Remain: 14:21:17,  Finish: 2024-11-18 09:58
[11-18 11:37:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [   0/1669]  eta: 0:10:54  tlr: 3.5e-05  tnm: 0.50  Lm: 5.822 (5.822)  Lt: 5.148 (5.148)  Accm: 4.89 (4.89)  Acct: 7.42 (7.42)  time: 0.3919  data: 0.0005
[11-18 11:37:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [   0/1669]  eta: 0:10:54  tlr: 3.5e-05  tnm: 0.50  Lm: 5.919 (5.919)  Lt: 5.282 (5.282)  Accm: 3.98 (3.98)  Acct: 6.16 (6.16)  time: 0.3921  data: 0.0004
[11-18 11:37:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [   0/1669]  eta: 0:10:54  tlr: 3.5e-05  tnm: 0.50  Lm: 5.821 (5.821)  Lt: 5.223 (5.223)  Accm: 4.53 (4.53)  Acct: 6.71 (6.71)  time: 0.3921  data: 0.0003
[11-18 11:37:03] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [   0/1669]  eta: 0:10:51  tlr: 3.5e-05  tnm: 0.50  Lm: 5.894 (5.894)  Lt: 5.243 (5.243)  Accm: 4.21 (4.21)  Acct: 6.63 (6.63)  time: 0.3902  data: 0.0004
[11-18 11:40:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [ 417/1669]  eta: 0:08:59  tlr: 3.5e-05  tnm: 0.49  Lm: 5.906 (5.906)  Lt: 5.265 (5.265)  Accm: 4.18 (4.18)  Acct: 6.46 (6.46)  time: 0.5371  data: 0.0003
[11-18 11:40:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [ 417/1669]  eta: 0:08:59  tlr: 3.5e-05  tnm: 0.49  Lm: 5.780 (5.780)  Lt: 5.085 (5.085)  Accm: 4.93 (4.93)  Acct: 7.50 (7.50)  time: 0.5371  data: 0.0002
[11-18 11:40:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [ 417/1669]  eta: 0:08:59  tlr: 3.5e-05  tnm: 0.49  Lm: 5.849 (5.849)  Lt: 5.223 (5.223)  Accm: 4.40 (4.40)  Acct: 6.64 (6.64)  time: 0.5371  data: 0.0002
[11-18 11:40:02] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [ 417/1669]  eta: 0:08:59  tlr: 3.5e-05  tnm: 0.49  Lm: 5.911 (5.911)  Lt: 5.276 (5.276)  Accm: 4.10 (4.10)  Acct: 6.22 (6.22)  time: 0.5371  data: 0.0003
[11-18 11:43:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [ 834/1669]  eta: 0:05:57  tlr: 3.5e-05  tnm: 0.49  Lm: 5.902 (5.854)  Lt: 5.271 (5.190)  Accm: 4.22 (4.42)  Acct: 6.27 (6.80)  time: 0.4130  data: 0.0002
[11-18 11:43:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [ 834/1669]  eta: 0:05:57  tlr: 3.5e-05  tnm: 0.49  Lm: 5.862 (5.853)  Lt: 5.223 (5.211)  Accm: 4.26 (4.34)  Acct: 6.56 (6.57)  time: 0.4130  data: 0.0002
[11-18 11:43:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [ 834/1669]  eta: 0:05:57  tlr: 3.5e-05  tnm: 0.49  Lm: 5.822 (5.802)  Lt: 5.148 (5.125)  Accm: 4.89 (4.76)  Acct: 7.42 (7.13)  time: 0.4130  data: 0.0002
[11-18 11:43:00] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [ 834/1669]  eta: 0:05:57  tlr: 3.5e-05  tnm: 0.49  Lm: 5.894 (5.872)  Lt: 5.243 (5.230)  Accm: 4.21 (4.35)  Acct: 6.63 (6.62)  time: 0.4130  data: 0.0003
[11-18 11:45:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [1251/1669]  eta: 0:02:59  tlr: 3.5e-05  tnm: 0.50  Lm: 5.852 (5.856)  Lt: 5.201 (5.210)  Accm: 4.33 (4.37)  Acct: 6.58 (6.59)  time: 0.4563  data: 0.0002
[11-18 11:45:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [1251/1669]  eta: 0:02:59  tlr: 3.5e-05  tnm: 0.50  Lm: 5.822 (5.807)  Lt: 5.175 (5.145)  Accm: 4.90 (4.79)  Acct: 7.24 (7.12)  time: 0.4563  data: 0.0002
[11-18 11:45:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [1251/1669]  eta: 0:02:59  tlr: 3.5e-05  tnm: 0.50  Lm: 5.899 (5.864)  Lt: 5.258 (5.204)  Accm: 4.10 (4.24)  Acct: 6.22 (6.56)  time: 0.4563  data: 0.0002
[11-18 11:45:59] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [1251/1669]  eta: 0:02:59  tlr: 3.5e-05  tnm: 0.50  Lm: 5.852 (5.850)  Lt: 5.209 (5.207)  Accm: 4.24 (4.29)  Acct: 6.49 (6.44)  time: 0.4563  data: 0.0003
[11-18 11:48:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [1668/1669]  eta: 0:00:00  tlr: 3.5e-05  tnm: 0.50  Lm: 5.842 (5.838)  Lt: 5.195 (5.195)  Accm: 4.26 (4.36)  Acct: 6.56 (6.60)  time: 0.4103  data: 0.0019
[11-18 11:48:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 276/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 11:48:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [1668/1669]  eta: 0:00:00  tlr: 3.5e-05  tnm: 0.50  Lm: 5.822 (5.783)  Lt: 5.148 (5.124)  Accm: 4.90 (4.88)  Acct: 7.42 (7.27)  time: 0.4103  data: 0.0019
[11-18 11:48:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [1668/1669]  eta: 0:00:00  tlr: 3.5e-05  tnm: 0.50  Lm: 5.895 (5.868)  Lt: 5.271 (5.218)  Accm: 4.22 (4.25)  Acct: 6.22 (6.49)  time: 0.4103  data: 0.0016
[11-18 11:48:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 276/350]  [1668/1669]  eta: 0:00:00  tlr: 3.5e-05  tnm: 0.50  Lm: 5.810 (5.843)  Lt: 5.160 (5.195)  Accm: 4.45 (4.39)  Acct: 6.53 (6.58)  time: 0.4103  data: 0.0014
[11-18 11:48:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 276/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 11:48:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 276/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 11:48:58] (e/user/VAR/utils/misc.py, line 336)=> [Ep]: [ 276/350]   Total time:      0:11:55   (0.429 s / it)
[11-18 11:48:58] (/home/user/VAR/train.py , line 276)=>      [ep276]  (training )  Lm: 5.820 (5.830), Lt: 5.162 (5.178),  Acc m&t: 4.54 6.96,  Remain: 14:06:01,  Finish: 2024-11-18 09:54
[11-18 11:48:58] (/home/user/VAR/train.py , line 276)=>      [ep276]  (training )  Lm: 5.820 (5.830), Lt: 5.162 (5.178),  Acc m&t: 4.54 6.96,  Remain: 14:06:09,  Finish: 2024-11-18 09:55
[11-18 11:48:58] (/home/user/VAR/train.py , line 276)=>      [ep276]  (training )  Lm: 5.820 (5.830), Lt: 5.162 (5.178),  Acc m&t: 4.54 6.96,  Remain: 14:06:23,  Finish: 2024-11-18 09:55
[11-18 11:48:58] (/home/user/VAR/train.py , line 276)=>      [ep276]  (training )  Lm: 5.820 (5.830), Lt: 5.162 (5.178),  Acc m&t: 4.54 6.96,  Remain: 14:05:47,  Finish: 2024-11-18 09:54
[11-18 11:48:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 277/350]  [   0/1669]  eta: 0:10:19  tlr: 3.5e-05  tnm: 0.51  Lm: 5.810 (5.810)  Lt: 5.136 (5.136)  Accm: 4.69 (4.69)  Acct: 7.08 (7.08)  time: 0.3713  data: 0.0004
[11-18 11:48:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 277/350]  [   0/1669]  eta: 0:10:19  tlr: 3.5e-05  tnm: 0.51  Lm: 5.857 (5.857)  Lt: 5.178 (5.178)  Accm: 4.44 (4.44)  Acct: 6.82 (6.82)  time: 0.3711  data: 0.0004
[11-18 11:48:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 277/350]  [   0/1669]  eta: 0:10:19  tlr: 3.5e-05  tnm: 0.51  Lm: 5.792 (5.792)  Lt: 5.115 (5.115)  Accm: 4.31 (4.31)  Acct: 6.63 (6.63)  time: 0.3714  data: 0.0004
[11-18 11:48:58] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 277/350]  [   0/1669]  eta: 0:10:19  tlr: 3.5e-05  tnm: 0.51  Lm: 5.857 (5.857)  Lt: 5.194 (5.194)  Accm: 4.59 (4.59)  Acct: 7.25 (7.25)  time: 0.3713  data: 0.0003
[11-18 11:51:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 277/350]  [ 417/1669]  eta: 0:08:52  tlr: 3.5e-05  tnm: 0.49  Lm: 5.850 (5.850)  Lt: 5.195 (5.195)  Accm: 4.45 (4.45)  Acct: 6.92 (6.92)  time: 0.4511  data: 0.0002
[11-18 11:51:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 277/350]  [ 417/1669]  eta: 0:08:52  tlr: 3.5e-05  tnm: 0.49  Lm: 5.884 (5.884)  Lt: 5.220 (5.220)  Accm: 4.29 (4.29)  Acct: 6.53 (6.53)  time: 0.4511  data: 0.0002
[11-18 11:51:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 277/350]  [ 417/1669]  eta: 0:08:52  tlr: 3.5e-05  tnm: 0.49  Lm: 5.800 (5.800)  Lt: 5.131 (5.131)  Accm: 4.76 (4.76)  Acct: 7.16 (7.16)  time: 0.4511  data: 0.0002
[11-18 11:51:56] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 277/350]  [ 417/1669]  eta: 0:08:52  tlr: 3.5e-05  tnm: 0.49  Lm: 5.781 (5.781)  Lt: 5.139 (5.139)  Accm: 4.50 (4.50)  Acct: 6.84 (6.84)  time: 0.4511  data: 0.0002
[11-18 11:54:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 277/350]  [ 834/1669]  eta: 0:05:56  tlr: 3.5e-05  tnm: 0.50  Lm: 5.792 (5.817)  Lt: 5.164 (5.178)  Accm: 4.31 (4.39)  Acct: 6.63 (6.66)  time: 0.4074  data: 0.0002
[11-18 11:54:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 277/350]  [ 834/1669]  eta: 0:05:56  tlr: 3.5e-05  tnm: 0.50  Lm: 5.857 (5.820)  Lt: 5.178 (5.173)  Accm: 4.44 (4.60)  Acct: 6.82 (6.98)  time: 0.4074  data: 0.0002
[11-18 11:54:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 277/350]  [ 834/1669]  eta: 0:05:56  tlr: 3.5e-05  tnm: 0.50  Lm: 5.810 (5.839)  Lt: 5.136 (5.169)  Accm: 4.69 (4.49)  Acct: 7.08 (6.82)  time: 0.4074  data: 0.0002
[11-18 11:54:55] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 277/350]  [ 834/1669]  eta: 0:05:56  tlr: 3.5e-05  tnm: 0.50  Lm: 5.857 (5.892)  Lt: 5.196 (5.223)  Accm: 4.31 (4.28)  Acct: 6.59 (6.65)  time: 0.4074  data: 0.0002
[11-18 11:57:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 277/350]  [1251/1669]  eta: 0:02:57  tlr: 3.4e-05  tnm: 0.50  Lm: 5.889 (5.899)  Lt: 5.234 (5.235)  Accm: 4.27 (4.27)  Acct: 6.61 (6.64)  time: 0.4566  data: 0.0002
[11-18 11:57:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 277/350]  [1251/1669]  eta: 0:02:57  tlr: 3.4e-05  tnm: 0.50  Lm: 5.841 (5.835)  Lt: 5.191 (5.188)  Accm: 4.25 (4.34)  Acct: 6.68 (6.68)  time: 0.4566  data: 0.0002
[11-18 11:57:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 277/350]  [1251/1669]  eta: 0:02:57  tlr: 3.4e-05  tnm: 0.50  Lm: 5.803 (5.828)  Lt: 5.131 (5.157)  Accm: 4.61 (4.50)  Acct: 7.16 (6.93)  time: 0.4566  data: 0.0002
[11-18 11:57:49] (e/user/VAR/utils/misc.py, line 314)=> [Ep]: [ 277/350]  [1251/1669]  eta: 0:02:57  tlr: 3.4e-05  tnm: 0.50  Lm: 5.832 (5.817)  Lt: 5.143 (5.156)  Accm: 4.42 (4.55)  Acct: 6.78 (6.92)  time: 0.4566  data: 0.0002