{
"is_master": true,
"name": "text",
"cmd": "--depth=17 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=8e-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 32 --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/exp107-d17 --vae_ckpt /sensei-fs/users/xiangl/output/exp107/best_ckpt.pt --sem_half True",
"commit": "2ca55f28a930bcf5bb1c7364024c1402d96f2e2b",
"branch": "main",
"tb_log_dir_path": "/sensei-fs/users/xiangl/exp107-d17/tb-VARd17__pn1_1_2_3_3_4_5_6_8_11__b768ep350adamlr8e-05wd0.05"
}

{'it': '1669/1669', 'ep': '201/350', 'lr': 0.00011104649943816477, 'wd': 0.05, 'grad_norm': 0.29470868706703185, 'L_mean': 5.55024296194315, 'L_tail': 4.950857546925545, 'acc_mean': 7.540792735526338, 'acc_tail': 10.596913902554661, 'vL_mean': 5.542262554168701, 'vL_tail': 4.920348644256592, 'vacc_mean': 7.549220561981201, 'vacc_tail': 10.70148754119873, 'remain_time': '18:51:33', 'finish_time': '2024-10-26 07:48'}
{'it': '1669/1669', 'ep': '201/350', 'lr': 0.00011104649943816477, 'wd': 0.05, 'grad_norm': 0.29470868706703185, 'L_mean': 5.55024296194315, 'L_tail': 4.950857546925545, 'acc_mean': 7.540792735526338, 'acc_tail': 10.596913902554661, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:51:20', 'finish_time': '2024-10-26 07:48'}
{'it': '1669/1669', 'ep': '201/350', 'lr': 0.00011104649943816477, 'wd': 0.05, 'grad_norm': 0.29470868706703185, 'L_mean': 5.55024296194315, 'L_tail': 4.950857546925545, 'acc_mean': 7.540792735526338, 'acc_tail': 10.596913902554661, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:51:07', 'finish_time': '2024-10-26 07:47'}
{'it': '1669/1669', 'ep': '201/350', 'lr': 0.00011104649943816477, 'wd': 0.05, 'grad_norm': 0.29470868706703185, 'L_mean': 5.55024296194315, 'L_tail': 4.950857546925545, 'acc_mean': 7.540792735526338, 'acc_tail': 10.596913902554661, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:51:16', 'finish_time': '2024-10-26 07:48'}
{'it': '1669/1669', 'ep': '202/350', 'lr': 0.00011031732830099588, 'wd': 0.05, 'grad_norm': 0.29179438948631287, 'L_mean': 5.538741239905358, 'L_tail': 4.937652918696403, 'acc_mean': 7.5919199583586305, 'acc_tail': 10.641572123859078, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:40:13', 'finish_time': '2024-10-26 07:44'}
{'it': '1669/1669', 'ep': '202/350', 'lr': 0.00011031732830099588, 'wd': 0.05, 'grad_norm': 0.29179438948631287, 'L_mean': 5.538741239905358, 'L_tail': 4.937652918696403, 'acc_mean': 7.5919199583586305, 'acc_tail': 10.641572123859078, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:40:49', 'finish_time': '2024-10-26 07:45'}
{'it': '1669/1669', 'ep': '202/350', 'lr': 0.00011031732830099588, 'wd': 0.05, 'grad_norm': 0.29179438948631287, 'L_mean': 5.538741239905358, 'L_tail': 4.937652918696403, 'acc_mean': 7.5919199583586305, 'acc_tail': 10.641572123859078, 'vL_mean': 5.542262554168701, 'vL_tail': 4.920348644256592, 'vacc_mean': 7.549220561981201, 'vacc_tail': 10.70148754119873, 'remain_time': '18:40:33', 'finish_time': '2024-10-26 07:44'}
{'it': '1669/1669', 'ep': '202/350', 'lr': 0.00011031732830099588, 'wd': 0.05, 'grad_norm': 0.29179438948631287, 'L_mean': 5.538741239905358, 'L_tail': 4.937652918696403, 'acc_mean': 7.5919199583586305, 'acc_tail': 10.641572123859078, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:40:27', 'finish_time': '2024-10-26 07:44'}
{'it': '1669/1669', 'ep': '203/350', 'lr': 0.00010958815716382699, 'wd': 0.05, 'grad_norm': 0.2938141107559204, 'L_mean': 5.545104317367077, 'L_tail': 4.949030147492886, 'acc_mean': 7.534828617936, 'acc_tail': 10.521586746908724, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:35:14', 'finish_time': '2024-10-26 07:47'}
{'it': '1669/1669', 'ep': '203/350', 'lr': 0.00010958815716382699, 'wd': 0.05, 'grad_norm': 0.2938141107559204, 'L_mean': 5.545104317367077, 'L_tail': 4.949030147492886, 'acc_mean': 7.534828617936, 'acc_tail': 10.521586746908724, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:35:13', 'finish_time': '2024-10-26 07:47'}
{'it': '1669/1669', 'ep': '203/350', 'lr': 0.00010958815716382699, 'wd': 0.05, 'grad_norm': 0.2938141107559204, 'L_mean': 5.545104317367077, 'L_tail': 4.949030147492886, 'acc_mean': 7.534828617936, 'acc_tail': 10.521586746908724, 'vL_mean': 5.542262554168701, 'vL_tail': 4.920348644256592, 'vacc_mean': 7.549220561981201, 'vacc_tail': 10.70148754119873, 'remain_time': '18:35:28', 'finish_time': '2024-10-26 07:47'}
{'it': '1669/1669', 'ep': '203/350', 'lr': 0.00010958815716382699, 'wd': 0.05, 'grad_norm': 0.2938141107559204, 'L_mean': 5.545104317367077, 'L_tail': 4.949030147492886, 'acc_mean': 7.534828617936, 'acc_tail': 10.521586746908724, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:35:00', 'finish_time': '2024-10-26 07:46'}
{'it': '1669/1669', 'ep': '204/350', 'lr': 0.00010885898602665812, 'wd': 0.05, 'grad_norm': 0.29900273084640505, 'L_mean': 5.528584989905357, 'L_tail': 4.925314013659954, 'acc_mean': 7.636036009062082, 'acc_tail': 10.748106201644987, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:27:38', 'finish_time': '2024-10-26 07:47'}
{'it': '1669/1669', 'ep': '204/350', 'lr': 0.00010885898602665812, 'wd': 0.05, 'grad_norm': 0.29900273084640505, 'L_mean': 5.528584989905357, 'L_tail': 4.925314013659954, 'acc_mean': 7.636036009062082, 'acc_tail': 10.748106201644987, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:27:52', 'finish_time': '2024-10-26 07:47'}
{'it': '1669/1669', 'ep': '204/350', 'lr': 0.00010885898602665812, 'wd': 0.05, 'grad_norm': 0.29900273084640505, 'L_mean': 5.528584989905357, 'L_tail': 4.925314013659954, 'acc_mean': 7.636036009062082, 'acc_tail': 10.748106201644987, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:27:42', 'finish_time': '2024-10-26 07:47'}
{'it': '1669/1669', 'ep': '204/350', 'lr': 0.00010885898602665812, 'wd': 0.05, 'grad_norm': 0.29900273084640505, 'L_mean': 5.528584989905357, 'L_tail': 4.925314013659954, 'acc_mean': 7.636036009062082, 'acc_tail': 10.748106201644987, 'vL_mean': 5.542262554168701, 'vL_tail': 4.920348644256592, 'vacc_mean': 7.549220561981201, 'vacc_tail': 10.70148754119873, 'remain_time': '18:27:53', 'finish_time': '2024-10-26 07:47'}
{'it': '1669/1669', 'ep': '205/350', 'lr': 0.00010812981488948921, 'wd': 0.05, 'grad_norm': 0.29943434000015257, 'L_mean': 5.535141289234161, 'L_tail': 4.927519956231118, 'acc_mean': 7.632439349545166, 'acc_tail': 10.764247733168304, 'vL_mean': 5.542262554168701, 'vL_tail': 4.920348644256592, 'vacc_mean': 7.549220561981201, 'vacc_tail': 10.70148754119873, 'remain_time': '18:18:49', 'finish_time': '2024-10-26 07:45'}
{'it': '1669/1669', 'ep': '205/350', 'lr': 0.00010812981488948921, 'wd': 0.05, 'grad_norm': 0.29943434000015257, 'L_mean': 5.535141289234161, 'L_tail': 4.927519956231118, 'acc_mean': 7.632439349545166, 'acc_tail': 10.764247733168304, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:18:34', 'finish_time': '2024-10-26 07:45'}
{'it': '1669/1669', 'ep': '205/350', 'lr': 0.00010812981488948921, 'wd': 0.05, 'grad_norm': 0.29943434000015257, 'L_mean': 5.535141289234161, 'L_tail': 4.927519956231118, 'acc_mean': 7.632439349545166, 'acc_tail': 10.764247733168304, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:18:47', 'finish_time': '2024-10-26 07:45'}
{'it': '1669/1669', 'ep': '205/350', 'lr': 0.00010812981488948921, 'wd': 0.05, 'grad_norm': 0.29943434000015257, 'L_mean': 5.535141289234161, 'L_tail': 4.927519956231118, 'acc_mean': 7.632439349545166, 'acc_tail': 10.764247733168304, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:18:43', 'finish_time': '2024-10-26 07:45'}
{'it': '1669/1669', 'ep': '206/350', 'lr': 0.00010740064375232033, 'wd': 0.05, 'grad_norm': 0.29546953439712526, 'L_mean': 5.542874692380428, 'L_tail': 4.944224947690964, 'acc_mean': 7.533462803112343, 'acc_tail': 10.55430023232475, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:12:47', 'finish_time': '2024-10-26 07:47'}
{'it': '1669/1669', 'ep': '206/350', 'lr': 0.00010740064375232033, 'wd': 0.05, 'grad_norm': 0.29546953439712526, 'L_mean': 5.542874692380428, 'L_tail': 4.944224947690964, 'acc_mean': 7.533462803112343, 'acc_tail': 10.55430023232475, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:12:54', 'finish_time': '2024-10-26 07:47'}
{'it': '1669/1669', 'ep': '206/350', 'lr': 0.00010740064375232033, 'wd': 0.05, 'grad_norm': 0.29546953439712526, 'L_mean': 5.542874692380428, 'L_tail': 4.944224947690964, 'acc_mean': 7.533462803112343, 'acc_tail': 10.55430023232475, 'vL_mean': 5.542262554168701, 'vL_tail': 4.920348644256592, 'vacc_mean': 7.549220561981201, 'vacc_tail': 10.70148754119873, 'remain_time': '18:13:04', 'finish_time': '2024-10-26 07:47'}
{'it': '1669/1669', 'ep': '206/350', 'lr': 0.00010740064375232033, 'wd': 0.05, 'grad_norm': 0.29546953439712526, 'L_mean': 5.542874692380428, 'L_tail': 4.944224947690964, 'acc_mean': 7.533462803112343, 'acc_tail': 10.55430023232475, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '18:12:39', 'finish_time': '2024-10-26 07:47'}