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{
"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/exp87_var_d17 --vae_ckpt /sensei-fs/users/xiangl/output/exp87/best_ckpt.pt --sem_half True",
"commit": "c034aa8fbfa681dbb83d2f2ecd0938c6deae241a",
"branch": "main",
"tb_log_dir_path": "/sensei-fs/users/xiangl/exp87_var_d17/tb-VARd17__pn1_1_2_3_3_4_5_6_8_11__b768ep350adamlr8e-05wd0.05"
}

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{'it': '1669/1669', 'ep': '341/350', 'lr': 8.96254023452003e-06, 'wd': 0.05, 'grad_norm': 0.5156932353973389, 'L_mean': 5.668741956353188, 'L_tail': 5.0047846421599385, 'acc_mean': 6.987407277338207, 'acc_tail': 10.234697989653796, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '1:07:55', 'finish_time': '2024-10-10 00:21'}
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{'it': '1669/1669', 'ep': '342/350', 'lr': 8.233369097351142e-06, 'wd': 0.05, 'grad_norm': 0.5230575442314148, 'L_mean': 5.676611132919788, 'L_tail': 5.005078403651714, 'acc_mean': 6.968695513205603, 'acc_tail': 10.258587431162596, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '1:00:29', 'finish_time': '2024-10-10 00:21'}
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{'it': '1669/1669', 'ep': '343/350', 'lr': 7.504197960182226e-06, 'wd': 0.05, 'grad_norm': 0.5180304884910584, 'L_mean': 5.672395199537277, 'L_tail': 5.014218708872795, 'acc_mean': 7.0192309317644686, 'acc_tail': 10.27741922531277, 'vL_mean': 5.668459415435791, 'vL_tail': 4.979647636413574, 'vacc_mean': 7.005965232849121, 'vacc_tail': 10.379924774169922, 'remain_time': '0:52:36', 'finish_time': '2024-10-10 00:21'}
{'it': '1669/1669', 'ep': '343/350', 'lr': 7.504197960182226e-06, 'wd': 0.05, 'grad_norm': 0.5180304884910584, 'L_mean': 5.672395199537277, 'L_tail': 5.014218708872795, 'acc_mean': 7.0192309317644686, 'acc_tail': 10.27741922531277, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:52:36', 'finish_time': '2024-10-10 00:21'}
{'it': '1669/1669', 'ep': '343/350', 'lr': 7.504197960182226e-06, 'wd': 0.05, 'grad_norm': 0.5180304884910584, 'L_mean': 5.672395199537277, 'L_tail': 5.014218708872795, 'acc_mean': 7.0192309317644686, 'acc_tail': 10.27741922531277, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:52:36', 'finish_time': '2024-10-10 00:21'}
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{'it': '1669/1669', 'ep': '344/350', 'lr': 6.7750268230133365e-06, 'wd': 0.05, 'grad_norm': 0.5226917028427124, 'L_mean': 5.66324345767498, 'L_tail': 4.998822100460529, 'acc_mean': 7.0289737789426, 'acc_tail': 10.277526844292879, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:45:19', 'finish_time': '2024-10-10 00:21'}
{'it': '1669/1669', 'ep': '344/350', 'lr': 6.7750268230133365e-06, 'wd': 0.05, 'grad_norm': 0.5226917028427124, 'L_mean': 5.66324345767498, 'L_tail': 4.998822100460529, 'acc_mean': 7.0289737789426, 'acc_tail': 10.277526844292879, 'vL_mean': 5.668459415435791, 'vL_tail': 4.979647636413574, 'vacc_mean': 7.005965232849121, 'vacc_tail': 10.379924774169922, 'remain_time': '0:45:22', 'finish_time': '2024-10-10 00:21'}
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{'it': '1669/1669', 'ep': '345/350', 'lr': 6.045855685844446e-06, 'wd': 0.05, 'grad_norm': 0.5152527928352356, 'L_mean': 5.673903505504131, 'L_tail': 5.0101470202207565, 'acc_mean': 6.996603814186528, 'acc_tail': 10.246319870930165, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:37:47', 'finish_time': '2024-10-10 00:21'}
{'it': '1669/1669', 'ep': '345/350', 'lr': 6.045855685844446e-06, 'wd': 0.05, 'grad_norm': 0.5152527928352356, 'L_mean': 5.673903505504131, 'L_tail': 5.0101470202207565, 'acc_mean': 6.996603814186528, 'acc_tail': 10.246319870930165, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:37:49', 'finish_time': '2024-10-10 00:21'}
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{'it': '1669/1669', 'ep': '347/350', 'lr': 4.587513411506668e-06, 'wd': 0.05, 'grad_norm': 0.5137075543403625, 'L_mean': 5.6710035532712935, 'L_tail': 5.007292491197586, 'acc_mean': 6.973794592777267, 'acc_tail': 10.195312658324838, 'vL_mean': 5.668459415435791, 'vL_tail': 4.979647636413574, 'vacc_mean': 7.005965232849121, 'vacc_tail': 10.379924774169922, 'remain_time': '0:22:37', 'finish_time': '2024-10-10 00:21'}
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{'it': '1669/1669', 'ep': '347/350', 'lr': 4.587513411506668e-06, 'wd': 0.05, 'grad_norm': 0.5137075543403625, 'L_mean': 5.6710035532712935, 'L_tail': 5.007292491197586, 'acc_mean': 6.973794592777267, 'acc_tail': 10.195312658324838, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:22:37', 'finish_time': '2024-10-10 00:21'}
{'it': '1669/1669', 'ep': '348/350', 'lr': 3.858342274337779e-06, 'wd': 0.05, 'grad_norm': 0.5091768205165863, 'L_mean': 5.6644563466310505, 'L_tail': 4.992932316660881, 'acc_mean': 7.033116795355454, 'acc_tail': 10.352531122043729, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:15:10', 'finish_time': '2024-10-10 00:21'}
{'it': '1669/1669', 'ep': '348/350', 'lr': 3.858342274337779e-06, 'wd': 0.05, 'grad_norm': 0.5091768205165863, 'L_mean': 5.6644563466310505, 'L_tail': 4.992932316660881, 'acc_mean': 7.033116795355454, 'acc_tail': 10.352531122043729, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:15:09', 'finish_time': '2024-10-10 00:21'}
{'it': '1669/1669', 'ep': '348/350', 'lr': 3.858342274337779e-06, 'wd': 0.05, 'grad_norm': 0.5091768205165863, 'L_mean': 5.6644563466310505, 'L_tail': 4.992932316660881, 'acc_mean': 7.033116795355454, 'acc_tail': 10.352531122043729, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:15:09', 'finish_time': '2024-10-10 00:21'}
{'it': '1669/1669', 'ep': '348/350', 'lr': 3.858342274337779e-06, 'wd': 0.05, 'grad_norm': 0.5091768205165863, 'L_mean': 5.6644563466310505, 'L_tail': 4.992932316660881, 'acc_mean': 7.033116795355454, 'acc_tail': 10.352531122043729, 'vL_mean': 5.668459415435791, 'vL_tail': 4.979647636413574, 'vacc_mean': 7.005965232849121, 'vacc_tail': 10.379924774169922, 'remain_time': '0:15:10', 'finish_time': '2024-10-10 00:21'}
{'it': '1669/1669', 'ep': '349/350', 'lr': 3.1291711371688897e-06, 'wd': 0.05, 'grad_norm': 0.5140714645385742, 'L_mean': 5.674846830964088, 'L_tail': 5.011109663546085, 'acc_mean': 6.9811244844459, 'acc_tail': 10.239540422335267, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:07:37', 'finish_time': '2024-10-10 00:21'}
{'it': '1669/1669', 'ep': '349/350', 'lr': 3.1291711371688897e-06, 'wd': 0.05, 'grad_norm': 0.5140714645385742, 'L_mean': 5.674846830964088, 'L_tail': 5.011109663546085, 'acc_mean': 6.9811244844459, 'acc_tail': 10.239540422335267, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:07:37', 'finish_time': '2024-10-10 00:21'}
{'it': '1669/1669', 'ep': '349/350', 'lr': 3.1291711371688897e-06, 'wd': 0.05, 'grad_norm': 0.5140714645385742, 'L_mean': 5.674846830964088, 'L_tail': 5.011109663546085, 'acc_mean': 6.9811244844459, 'acc_tail': 10.239540422335267, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:07:37', 'finish_time': '2024-10-10 00:21'}
{'it': '1669/1669', 'ep': '349/350', 'lr': 3.1291711371688897e-06, 'wd': 0.05, 'grad_norm': 0.5140714645385742, 'L_mean': 5.674846830964088, 'L_tail': 5.011109663546085, 'acc_mean': 6.9811244844459, 'acc_tail': 10.239540422335267, 'vL_mean': 5.668459415435791, 'vL_tail': 4.979647636413574, 'vacc_mean': 7.005965232849121, 'vacc_tail': 10.379924774169922, 'remain_time': '0:07:37', 'finish_time': '2024-10-10 00:21'}
{'it': '1669/1669', 'ep': '350/350', 'lr': 2.4000000000000003e-06, 'wd': 0.05, 'grad_norm': 0.5115607619285584, 'L_mean': 5.664152814447879, 'L_tail': 4.999728137254715, 'acc_mean': 7.014769255183637, 'acc_tail': 10.299264087807387, 'vL_mean': 5.661334991455078, 'vL_tail': 4.9715118408203125, 'vacc_mean': 7.038478374481201, 'vacc_tail': 10.424793243408203, 'remain_time': '0:00:04', 'finish_time': '2024-10-10 00:21'}
{'it': '1669/1669', 'ep': '350/350', 'lr': 2.4000000000000003e-06, 'wd': 0.05, 'grad_norm': 0.5115607619285584, 'L_mean': 5.664152814447879, 'L_tail': 4.999728137254715, 'acc_mean': 7.014769255183637, 'acc_tail': 10.299264087807387, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:00:04', 'finish_time': '2024-10-10 00:21'}
{'it': '1669/1669', 'ep': '350/350', 'lr': 2.4000000000000003e-06, 'wd': 0.05, 'grad_norm': 0.5115607619285584, 'L_mean': 5.664152814447879, 'L_tail': 4.999728137254715, 'acc_mean': 7.014769255183637, 'acc_tail': 10.299264087807387, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:00:04', 'finish_time': '2024-10-10 00:21'}
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{'it': '1669/1669', 'ep': '350/350', 'lr': 2.4000000000000003e-06, 'wd': 0.05, 'grad_norm': 0.5115607619285584, 'L_mean': 5.664152814447879, 'L_tail': 4.999728137254715, 'acc_mean': 7.014769255183637, 'acc_tail': 10.299264087807387, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '-', 'finish_time': '2024-10-10 00:22'}
{'it': '1669/1669', 'ep': '350/350', 'lr': 2.4000000000000003e-06, 'wd': 0.05, 'grad_norm': 0.5115607619285584, 'L_mean': 5.664152814447879, 'L_tail': 4.999728137254715, 'acc_mean': 7.014769255183637, 'acc_tail': 10.299264087807387, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '-', 'finish_time': '2024-10-10 00:22'}
{'it': '1669/1669', 'ep': '350/350', 'lr': 2.4000000000000003e-06, 'wd': 0.05, 'grad_norm': 0.5115607619285584, 'L_mean': 5.664152814447879, 'L_tail': 4.999728137254715, 'acc_mean': 7.014769255183637, 'acc_tail': 10.299264087807387, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '-', 'finish_time': '2024-10-10 00:22'}
{'it': '1669/1669', 'ep': '350/350', 'lr': 2.4000000000000003e-06, 'wd': 0.05, 'grad_norm': 0.5115607619285584, 'L_mean': 5.664152814447879, 'L_tail': 4.999728137254715, 'acc_mean': 7.014769255183637, 'acc_tail': 10.299264087807387, 'vL_mean': 5.661334991455078, 'vL_tail': 4.9715118408203125, 'vacc_mean': 7.038478374481201, 'vacc_tail': 10.424793243408203, 'remain_time': '-', 'finish_time': '2024-10-10 00:22'}