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stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-12/train.log

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+2025-11-24 12:04:51,648 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 12:04:53,902 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:04:53,902 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 12:04:53,902 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 12:04:53,902 | INFO | Starting EoS for checkpoint 12
+2025-11-24 12:04:53,903 | INFO | Starting EoS for model resnet50
+2025-11-24 12:04:54,370 | INFO | Model state successfully loaded
+2025-11-24 12:04:55,680 | INFO | Wrapped model with DDP
+2025-11-24 12:04:55,683 | INFO | Current learning rate: 1.68
+2025-11-24 12:04:55,683 | INFO | Original learning rate: 1.2
+2025-11-24 12:04:55,710 | INFO | 🎯 Momentum Information:
+2025-11-24 12:04:55,710 | INFO |   Extracted vectors: 161
+2025-11-24 12:04:55,710 | INFO |   Has momentum state: True
+2025-11-24 12:05:04,716 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00000/00625 | lr 1.680e+00 | atrl 3.440e+00 | trl0 3.440e+00 | nm 1.451e+02 | nmx 2.152e+00 | 
+2025-11-24 12:05:08,458 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00001/00625 | lr 1.680e+00 | atrl 5.788e+00 | trl0 3.410e+00 | nm 1.450e+02 | nmx 1.254e+00 | 
+2025-11-24 12:05:12,199 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00002/00625 | lr 1.680e+00 | atrl 4.290e+00 | trl0 3.432e+00 | nm 1.450e+02 | nmx 2.261e+00 | 
+2025-11-24 12:05:15,940 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00003/00625 | lr 1.680e+00 | atrl 6.858e+00 | trl0 3.473e+00 | nm 1.451e+02 | nmx 2.927e+00 | 
+2025-11-24 12:05:19,681 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00004/00625 | lr 1.680e+00 | atrl 1.237e+01 | trl0 3.407e+00 | nm 1.452e+02 | nmx 6.411e+00 | 
+2025-11-24 12:05:23,424 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00005/00625 | lr 1.680e+00 | atrl 5.405e+01 | trl0 3.465e+00 | nm 1.459e+02 | nmx 1.622e+01 | 
+2025-11-24 12:05:27,168 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00006/00625 | lr 1.680e+00 | atrl 3.271e+02 | trl0 3.447e+00 | nm 1.503e+02 | nmx 3.965e+01 | 
+2025-11-24 12:05:30,911 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00007/00625 | lr 1.680e+00 | atrl 2.030e+03 | trl0 3.414e+00 | nm 1.779e+02 | nmx 1.029e+02 | 
+2025-11-24 12:05:34,652 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00008/00625 | lr 1.680e+00 | atrl 1.295e+04 | trl0 3.414e+00 | nm 2.836e+02 | nmx 2.439e+02 | 
+2025-11-24 12:05:38,392 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00009/00625 | lr 1.680e+00 | atrl 8.317e+04 | trl0 3.374e+00 | nm 7.557e+02 | nmx 7.416e+02 | 
+2025-11-24 12:05:42,136 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00010/00625 | lr 1.680e+00 | atrl 7.827e+05 | trl0 3.513e+00 | nm 2.251e+03 | nmx 2.247e+03 | 
+2025-11-24 12:05:45,875 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00011/00625 | lr 1.680e+00 | atrl 6.367e+06 | trl0 3.429e+00 | nm 5.621e+03 | nmx 5.619e+03 | 
+2025-11-24 12:05:49,615 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00012/00625 | lr 1.680e+00 | atrl 4.005e+07 | trl0 3.374e+00 | nm 1.420e+04 | nmx 1.420e+04 | 
+2025-11-24 12:05:53,356 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00013/00625 | lr 1.680e+00 | atrl 2.737e+08 | trl0 3.459e+00 | nm 3.987e+04 | nmx 3.987e+04 | 
+2025-11-24 12:05:57,100 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00014/00625 | lr 1.680e+00 | atrl 2.026e+09 | trl0 3.481e+00 | nm 1.013e+05 | nmx 1.013e+05 | 
+2025-11-24 12:06:00,849 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00015/00625 | lr 1.680e+00 | atrl 1.193e+10 | trl0 3.420e+00 | nm 2.221e+05 | nmx 2.221e+05 | 
+2025-11-24 12:06:04,589 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00016/00625 | lr 1.680e+00 | atrl 6.280e+10 | trl0 3.360e+00 | nm 5.682e+05 | nmx 5.682e+05 | 
+2025-11-24 12:06:08,330 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00017/00625 | lr 1.680e+00 | atrl 4.150e+11 | trl0 3.379e+00 | nm 1.464e+06 | nmx 1.464e+06 | 
+2025-11-24 12:06:12,074 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00018/00625 | lr 1.680e+00 | atrl 2.795e+12 | trl0 3.450e+00 | nm 3.878e+06 | nmx 3.878e+06 | 
+2025-11-24 12:06:15,817 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00019/00625 | lr 1.680e+00 | atrl 2.076e+13 | trl0 3.394e+00 | nm 1.118e+07 | nmx 1.118e+07 | 
+2025-11-24 12:06:19,559 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00020/00625 | lr 1.680e+00 | atrl 1.702e+14 | trl0 3.368e+00 | nm 3.152e+07 | nmx 3.152e+07 | 
+2025-11-24 12:06:23,302 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00021/00625 | lr 1.680e+00 | atrl 1.296e+15 | trl0 3.420e+00 | nm 8.277e+07 | nmx 8.277e+07 | 
+2025-11-24 12:06:27,042 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00022/00625 | lr 1.680e+00 | atrl 8.577e+15 | trl0 3.429e+00 | nm 2.038e+08 | nmx 2.038e+08 | 
+2025-11-24 12:06:30,788 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00023/00625 | lr 1.680e+00 | atrl 5.728e+16 | trl0 3.445e+00 | nm 5.888e+08 | nmx 5.888e+08 | 
+2025-11-24 12:06:34,529 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00024/00625 | lr 1.680e+00 | atrl 4.853e+17 | trl0 3.390e+00 | nm 1.737e+09 | nmx 1.737e+09 | 
+2025-11-24 12:06:38,274 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00025/00625 | lr 1.680e+00 | atrl 3.904e+18 | trl0 3.452e+00 | nm 4.549e+09 | nmx 4.549e+09 | 
+2025-11-24 12:06:42,015 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00026/00625 | lr 1.680e+00 | atrl 2.790e+19 | trl0 3.439e+00 | nm 1.274e+10 | nmx 1.274e+10 | 
+2025-11-24 12:06:45,756 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00027/00625 | lr 1.680e+00 | atrl 2.291e+20 | trl0 3.421e+00 | nm 3.818e+10 | nmx 3.818e+10 | 
+2025-11-24 12:06:49,499 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00028/00625 | lr 1.680e+00 | atrl 2.002e+21 | trl0 3.423e+00 | nm 1.094e+11 | nmx 1.094e+11 | 
+2025-11-24 12:06:53,241 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 013/100 | step 00029/00625 | lr 1.680e+00 | atrl 1.761e+22 | trl0 3.416e+00 | nm 3.499e+11 | nmx 3.499e+11 | 
+2025-11-24 12:06:53,587 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:06:53,588 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 12:06:53,588 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 12:06:53,588 | INFO | Starting EoS for checkpoint 12
+2025-11-24 12:06:53,588 | INFO | Starting EoS for model resnet50
+2025-11-24 12:06:53,972 | INFO | Model state successfully loaded
+2025-11-24 12:06:54,158 | INFO | Wrapped model with DDP
+2025-11-24 12:06:54,160 | INFO | Current learning rate: 1.44
+2025-11-24 12:06:54,160 | INFO | Original learning rate: 1.2
+2025-11-24 12:06:54,242 | INFO | 🎯 Momentum Information:
+2025-11-24 12:06:54,242 | INFO |   Extracted vectors: 161
+2025-11-24 12:06:54,242 | INFO |   Has momentum state: True
+2025-11-24 12:07:02,094 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00000/00625 | lr 1.440e+00 | atrl 3.440e+00 | trl0 3.440e+00 | nm 1.451e+02 | nmx 1.845e+00 | 
+2025-11-24 12:07:05,835 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00001/00625 | lr 1.440e+00 | atrl 5.148e+00 | trl0 3.410e+00 | nm 1.450e+02 | nmx 1.250e+00 | 
+2025-11-24 12:07:09,575 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00002/00625 | lr 1.440e+00 | atrl 4.194e+00 | trl0 3.432e+00 | nm 1.450e+02 | nmx 1.661e+00 | 
+2025-11-24 12:07:13,315 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00003/00625 | lr 1.440e+00 | atrl 5.077e+00 | trl0 3.473e+00 | nm 1.451e+02 | nmx 1.890e+00 | 
+2025-11-24 12:07:17,056 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00004/00625 | lr 1.440e+00 | atrl 5.843e+00 | trl0 3.407e+00 | nm 1.451e+02 | nmx 2.133e+00 | 
+2025-11-24 12:07:20,798 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00005/00625 | lr 1.440e+00 | atrl 7.707e+00 | trl0 3.465e+00 | nm 1.451e+02 | nmx 3.494e+00 | 
+2025-11-24 12:07:24,538 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00006/00625 | lr 1.440e+00 | atrl 1.532e+01 | trl0 3.447e+00 | nm 1.451e+02 | nmx 5.163e+00 | 
+2025-11-24 12:07:28,281 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00007/00625 | lr 1.440e+00 | atrl 3.398e+01 | trl0 3.414e+00 | nm 1.453e+02 | nmx 8.885e+00 | 
+2025-11-24 12:07:32,021 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00008/00625 | lr 1.440e+00 | atrl 9.133e+01 | trl0 3.414e+00 | nm 1.457e+02 | nmx 1.379e+01 | 
+2025-11-24 12:07:35,761 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00009/00625 | lr 1.440e+00 | atrl 2.428e+02 | trl0 3.374e+00 | nm 1.477e+02 | nmx 2.802e+01 | 
+2025-11-24 12:07:39,502 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00010/00625 | lr 1.440e+00 | atrl 1.064e+03 | trl0 3.513e+00 | nm 1.571e+02 | nmx 6.044e+01 | 
+2025-11-24 12:07:43,240 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00011/00625 | lr 1.440e+00 | atrl 4.422e+03 | trl0 3.429e+00 | nm 1.793e+02 | nmx 1.053e+02 | 
+2025-11-24 12:07:46,979 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00012/00625 | lr 1.440e+00 | atrl 1.307e+04 | trl0 3.374e+00 | nm 2.281e+02 | nmx 1.761e+02 | 
+2025-11-24 12:07:50,724 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00013/00625 | lr 1.440e+00 | atrl 3.901e+04 | trl0 3.459e+00 | nm 3.628e+02 | nmx 3.324e+02 | 
+2025-11-24 12:07:54,463 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00014/00625 | lr 1.440e+00 | atrl 1.325e+05 | trl0 3.481e+00 | nm 5.911e+02 | nmx 5.732e+02 | 
+2025-11-24 12:07:58,207 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00015/00625 | lr 1.440e+00 | atrl 3.569e+05 | trl0 3.420e+00 | nm 8.340e+02 | nmx 8.213e+02 | 
+2025-11-24 12:08:01,947 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00016/00625 | lr 1.440e+00 | atrl 7.621e+05 | trl0 3.360e+00 | nm 1.320e+03 | nmx 1.311e+03 | 
+2025-11-24 12:08:05,689 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00017/00625 | lr 1.440e+00 | atrl 2.005e+06 | trl0 3.379e+00 | nm 2.205e+03 | nmx 2.200e+03 | 
+2025-11-24 12:08:09,429 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00018/00625 | lr 1.440e+00 | atrl 5.735e+06 | trl0 3.450e+00 | nm 3.816e+03 | nmx 3.814e+03 | 
+2025-11-24 12:08:13,168 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00019/00625 | lr 1.440e+00 | atrl 1.863e+07 | trl0 3.394e+00 | nm 7.479e+03 | nmx 7.478e+03 | 
+2025-11-24 12:08:16,907 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00020/00625 | lr 1.440e+00 | atrl 7.200e+07 | trl0 3.368e+00 | nm 1.465e+04 | nmx 1.465e+04 | 
+2025-11-24 12:08:20,647 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00021/00625 | lr 1.440e+00 | atrl 2.657e+08 | trl0 3.420e+00 | nm 2.647e+04 | nmx 2.647e+04 | 
+2025-11-24 12:08:24,387 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00022/00625 | lr 1.440e+00 | atrl 8.226e+08 | trl0 3.429e+00 | nm 4.358e+04 | nmx 4.358e+04 | 
+2025-11-24 12:08:28,128 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00023/00625 | lr 1.440e+00 | atrl 2.410e+09 | trl0 3.445e+00 | nm 8.422e+04 | nmx 8.422e+04 | 
+2025-11-24 12:08:31,868 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00024/00625 | lr 1.440e+00 | atrl 9.386e+09 | trl0 3.390e+00 | nm 1.737e+05 | nmx 1.737e+05 | 
+2025-11-24 12:08:35,607 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00025/00625 | lr 1.440e+00 | atrl 3.720e+10 | trl0 3.452e+00 | nm 3.155e+05 | nmx 3.155e+05 | 
+2025-11-24 12:08:39,346 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00026/00625 | lr 1.440e+00 | atrl 1.257e+11 | trl0 3.439e+00 | nm 6.022e+05 | nmx 6.022e+05 | 
+2025-11-24 12:08:43,087 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00027/00625 | lr 1.440e+00 | atrl 4.841e+11 | trl0 3.421e+00 | nm 1.262e+06 | nmx 1.262e+06 | 
+2025-11-24 12:08:46,827 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00028/00625 | lr 1.440e+00 | atrl 2.091e+12 | trl0 3.423e+00 | nm 2.552e+06 | nmx 2.552e+06 | 
+2025-11-24 12:08:50,565 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 013/100 | step 00029/00625 | lr 1.440e+00 | atrl 9.103e+12 | trl0 3.416e+00 | nm 5.801e+06 | nmx 5.801e+06 | 
+2025-11-24 12:08:51,091 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:08:51,092 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 12:08:51,092 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 12:08:51,092 | INFO | Starting EoS for checkpoint 12
+2025-11-24 12:08:51,092 | INFO | Starting EoS for model resnet50
+2025-11-24 12:08:51,472 | INFO | Model state successfully loaded
+2025-11-24 12:08:51,704 | INFO | Wrapped model with DDP
+2025-11-24 12:08:51,706 | INFO | Current learning rate: 1.2
+2025-11-24 12:08:51,706 | INFO | Original learning rate: 1.2
+2025-11-24 12:08:51,709 | INFO | 🎯 Momentum Information:
+2025-11-24 12:08:51,709 | INFO |   Extracted vectors: 161
+2025-11-24 12:08:51,709 | INFO |   Has momentum state: True
+2025-11-24 12:08:59,164 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00000/00625 | lr 1.200e+00 | atrl 3.440e+00 | trl0 3.440e+00 | nm 1.450e+02 | nmx 1.537e+00 | 
+2025-11-24 12:09:02,905 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00001/00625 | lr 1.200e+00 | atrl 4.609e+00 | trl0 3.410e+00 | nm 1.450e+02 | nmx 1.296e+00 | 
+2025-11-24 12:09:06,644 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00002/00625 | lr 1.200e+00 | atrl 4.215e+00 | trl0 3.432e+00 | nm 1.450e+02 | nmx 1.140e+00 | 
+2025-11-24 12:09:10,385 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00003/00625 | lr 1.200e+00 | atrl 4.122e+00 | trl0 3.473e+00 | nm 1.450e+02 | nmx 1.611e+00 | 
+2025-11-24 12:09:14,125 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00004/00625 | lr 1.200e+00 | atrl 4.747e+00 | trl0 3.407e+00 | nm 1.451e+02 | nmx 1.157e+00 | 
+2025-11-24 12:09:17,868 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00005/00625 | lr 1.200e+00 | atrl 4.156e+00 | trl0 3.465e+00 | nm 1.451e+02 | nmx 1.495e+00 | 
+2025-11-24 12:09:21,609 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00006/00625 | lr 1.200e+00 | atrl 4.566e+00 | trl0 3.447e+00 | nm 1.450e+02 | nmx 1.537e+00 | 
+2025-11-24 12:09:25,350 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00007/00625 | lr 1.200e+00 | atrl 4.554e+00 | trl0 3.414e+00 | nm 1.450e+02 | nmx 1.325e+00 | 
+2025-11-24 12:09:29,088 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00008/00625 | lr 1.200e+00 | atrl 4.283e+00 | trl0 3.414e+00 | nm 1.450e+02 | nmx 1.614e+00 | 
+2025-11-24 12:09:32,829 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00009/00625 | lr 1.200e+00 | atrl 4.711e+00 | trl0 3.374e+00 | nm 1.451e+02 | nmx 1.455e+00 | 
+2025-11-24 12:09:36,569 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00010/00625 | lr 1.200e+00 | atrl 4.584e+00 | trl0 3.513e+00 | nm 1.450e+02 | nmx 1.490e+00 | 
+2025-11-24 12:09:40,312 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00011/00625 | lr 1.200e+00 | atrl 4.537e+00 | trl0 3.429e+00 | nm 1.450e+02 | nmx 1.621e+00 | 
+2025-11-24 12:09:44,053 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00012/00625 | lr 1.200e+00 | atrl 4.693e+00 | trl0 3.374e+00 | nm 1.450e+02 | nmx 1.480e+00 | 
+2025-11-24 12:09:47,793 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00013/00625 | lr 1.200e+00 | atrl 4.604e+00 | trl0 3.459e+00 | nm 1.450e+02 | nmx 1.590e+00 | 
+2025-11-24 12:09:51,532 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00014/00625 | lr 1.200e+00 | atrl 4.778e+00 | trl0 3.481e+00 | nm 1.450e+02 | nmx 1.588e+00 | 
+2025-11-24 12:09:55,273 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00015/00625 | lr 1.200e+00 | atrl 4.681e+00 | trl0 3.420e+00 | nm 1.450e+02 | nmx 1.530e+00 | 
+2025-11-24 12:09:59,012 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00016/00625 | lr 1.200e+00 | atrl 4.542e+00 | trl0 3.360e+00 | nm 1.450e+02 | nmx 1.662e+00 | 
+2025-11-24 12:10:02,752 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00017/00625 | lr 1.200e+00 | atrl 4.821e+00 | trl0 3.379e+00 | nm 1.450e+02 | nmx 1.608e+00 | 
+2025-11-24 12:10:06,493 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00018/00625 | lr 1.200e+00 | atrl 4.814e+00 | trl0 3.450e+00 | nm 1.450e+02 | nmx 1.634e+00 | 
+2025-11-24 12:10:10,233 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00019/00625 | lr 1.200e+00 | atrl 4.810e+00 | trl0 3.394e+00 | nm 1.450e+02 | nmx 1.686e+00 | 
+2025-11-24 12:10:13,973 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00020/00625 | lr 1.200e+00 | atrl 4.930e+00 | trl0 3.368e+00 | nm 1.450e+02 | nmx 1.644e+00 | 
+2025-11-24 12:10:17,714 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00021/00625 | lr 1.200e+00 | atrl 4.854e+00 | trl0 3.420e+00 | nm 1.451e+02 | nmx 1.674e+00 | 
+2025-11-24 12:10:21,454 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00022/00625 | lr 1.200e+00 | atrl 4.853e+00 | trl0 3.429e+00 | nm 1.450e+02 | nmx 1.678e+00 | 
+2025-11-24 12:10:25,196 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00023/00625 | lr 1.200e+00 | atrl 4.938e+00 | trl0 3.445e+00 | nm 1.450e+02 | nmx 1.715e+00 | 
+2025-11-24 12:10:28,936 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00024/00625 | lr 1.200e+00 | atrl 4.998e+00 | trl0 3.390e+00 | nm 1.450e+02 | nmx 1.746e+00 | 
+2025-11-24 12:10:32,676 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00025/00625 | lr 1.200e+00 | atrl 5.118e+00 | trl0 3.452e+00 | nm 1.450e+02 | nmx 1.684e+00 | 
+2025-11-24 12:10:36,417 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00026/00625 | lr 1.200e+00 | atrl 4.953e+00 | trl0 3.439e+00 | nm 1.450e+02 | nmx 1.728e+00 | 
+2025-11-24 12:10:40,157 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00027/00625 | lr 1.200e+00 | atrl 4.975e+00 | trl0 3.421e+00 | nm 1.450e+02 | nmx 1.731e+00 | 
+2025-11-24 12:10:43,897 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00028/00625 | lr 1.200e+00 | atrl 4.983e+00 | trl0 3.423e+00 | nm 1.450e+02 | nmx 1.714e+00 | 
+2025-11-24 12:10:47,637 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 013/100 | step 00029/00625 | lr 1.200e+00 | atrl 4.932e+00 | trl0 3.416e+00 | nm 1.450e+02 | nmx 1.712e+00 | 
+2025-11-24 12:10:48,127 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:10:48,127 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 12:10:48,127 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 12:10:48,127 | INFO | Starting EoS for checkpoint 12
+2025-11-24 12:10:48,127 | INFO | Starting EoS for model resnet50
+2025-11-24 12:10:48,505 | INFO | Model state successfully loaded
+2025-11-24 12:10:48,756 | INFO | Wrapped model with DDP
+2025-11-24 12:10:48,759 | INFO | Current learning rate: 0.9599999999999999
+2025-11-24 12:10:48,759 | INFO | Original learning rate: 1.2
+2025-11-24 12:10:48,762 | INFO | 🎯 Momentum Information:
+2025-11-24 12:10:48,762 | INFO |   Extracted vectors: 161
+2025-11-24 12:10:48,762 | INFO |   Has momentum state: True
+2025-11-24 12:10:56,287 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00000/00625 | lr 9.600e-01 | atrl 3.440e+00 | trl0 3.440e+00 | nm 1.450e+02 | nmx 1.230e+00 | 
+2025-11-24 12:11:00,026 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00001/00625 | lr 9.600e-01 | atrl 4.169e+00 | trl0 3.410e+00 | nm 1.450e+02 | nmx 1.287e+00 | 
+2025-11-24 12:11:03,766 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00002/00625 | lr 9.600e-01 | atrl 4.194e+00 | trl0 3.432e+00 | nm 1.450e+02 | nmx 8.428e-01 | 
+2025-11-24 12:11:07,506 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00003/00625 | lr 9.600e-01 | atrl 3.751e+00 | trl0 3.473e+00 | nm 1.450e+02 | nmx 1.288e+00 | 
+2025-11-24 12:11:11,245 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00004/00625 | lr 9.600e-01 | atrl 4.220e+00 | trl0 3.407e+00 | nm 1.450e+02 | nmx 1.242e+00 | 
+2025-11-24 12:11:14,983 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00005/00625 | lr 9.600e-01 | atrl 4.242e+00 | trl0 3.465e+00 | nm 1.451e+02 | nmx 1.002e+00 | 
+2025-11-24 12:11:18,723 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00006/00625 | lr 9.600e-01 | atrl 3.942e+00 | trl0 3.447e+00 | nm 1.450e+02 | nmx 1.338e+00 | 
+2025-11-24 12:11:22,462 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00007/00625 | lr 9.600e-01 | atrl 4.271e+00 | trl0 3.414e+00 | nm 1.450e+02 | nmx 1.302e+00 | 
+2025-11-24 12:11:26,202 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00008/00625 | lr 9.600e-01 | atrl 4.211e+00 | trl0 3.414e+00 | nm 1.450e+02 | nmx 1.144e+00 | 
+2025-11-24 12:11:29,943 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00009/00625 | lr 9.600e-01 | atrl 4.007e+00 | trl0 3.374e+00 | nm 1.450e+02 | nmx 1.340e+00 | 
+2025-11-24 12:11:33,682 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00010/00625 | lr 9.600e-01 | atrl 4.400e+00 | trl0 3.513e+00 | nm 1.450e+02 | nmx 1.322e+00 | 
+2025-11-24 12:11:37,420 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00011/00625 | lr 9.600e-01 | atrl 4.308e+00 | trl0 3.429e+00 | nm 1.450e+02 | nmx 1.216e+00 | 
+2025-11-24 12:11:41,160 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00012/00625 | lr 9.600e-01 | atrl 4.098e+00 | trl0 3.374e+00 | nm 1.450e+02 | nmx 1.366e+00 | 
+2025-11-24 12:11:44,899 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00013/00625 | lr 9.600e-01 | atrl 4.380e+00 | trl0 3.459e+00 | nm 1.450e+02 | nmx 1.329e+00 | 
+2025-11-24 12:11:48,639 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00014/00625 | lr 9.600e-01 | atrl 4.357e+00 | trl0 3.481e+00 | nm 1.450e+02 | nmx 1.280e+00 | 
+2025-11-24 12:11:52,378 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00015/00625 | lr 9.600e-01 | atrl 4.214e+00 | trl0 3.420e+00 | nm 1.450e+02 | nmx 1.381e+00 | 
+2025-11-24 12:11:56,118 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00016/00625 | lr 9.600e-01 | atrl 4.314e+00 | trl0 3.360e+00 | nm 1.450e+02 | nmx 1.334e+00 | 
+2025-11-24 12:11:59,857 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00017/00625 | lr 9.600e-01 | atrl 4.258e+00 | trl0 3.379e+00 | nm 1.450e+02 | nmx 1.328e+00 | 
+2025-11-24 12:12:03,597 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00018/00625 | lr 9.600e-01 | atrl 4.316e+00 | trl0 3.450e+00 | nm 1.450e+02 | nmx 1.391e+00 | 
+2025-11-24 12:12:07,338 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00019/00625 | lr 9.600e-01 | atrl 4.368e+00 | trl0 3.394e+00 | nm 1.450e+02 | nmx 1.362e+00 | 
+2025-11-24 12:12:11,079 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00020/00625 | lr 9.600e-01 | atrl 4.306e+00 | trl0 3.368e+00 | nm 1.450e+02 | nmx 1.337e+00 | 
+2025-11-24 12:12:14,818 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00021/00625 | lr 9.600e-01 | atrl 4.328e+00 | trl0 3.420e+00 | nm 1.450e+02 | nmx 1.395e+00 | 
+2025-11-24 12:12:18,557 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00022/00625 | lr 9.600e-01 | atrl 4.449e+00 | trl0 3.429e+00 | nm 1.450e+02 | nmx 1.389e+00 | 
+2025-11-24 12:12:22,298 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00023/00625 | lr 9.600e-01 | atrl 4.414e+00 | trl0 3.445e+00 | nm 1.450e+02 | nmx 1.379e+00 | 
+2025-11-24 12:12:26,038 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00024/00625 | lr 9.600e-01 | atrl 4.341e+00 | trl0 3.390e+00 | nm 1.450e+02 | nmx 1.409e+00 | 
+2025-11-24 12:12:29,778 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00025/00625 | lr 9.600e-01 | atrl 4.434e+00 | trl0 3.452e+00 | nm 1.450e+02 | nmx 1.386e+00 | 
+2025-11-24 12:12:33,518 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00026/00625 | lr 9.600e-01 | atrl 4.413e+00 | trl0 3.439e+00 | nm 1.450e+02 | nmx 1.373e+00 | 
+2025-11-24 12:12:37,258 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00027/00625 | lr 9.600e-01 | atrl 4.375e+00 | trl0 3.421e+00 | nm 1.450e+02 | nmx 1.424e+00 | 
+2025-11-24 12:12:40,997 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00028/00625 | lr 9.600e-01 | atrl 4.431e+00 | trl0 3.423e+00 | nm 1.450e+02 | nmx 1.412e+00 | 
+2025-11-24 12:12:44,738 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 013/100 | step 00029/00625 | lr 9.600e-01 | atrl 4.392e+00 | trl0 3.416e+00 | nm 1.450e+02 | nmx 1.392e+00 | 
+2025-11-24 12:12:45,197 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:12:45,197 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 12:12:45,197 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 12:12:45,197 | INFO | Starting EoS for checkpoint 12
+2025-11-24 12:12:45,198 | INFO | Starting EoS for model resnet50
+2025-11-24 12:12:45,572 | INFO | Model state successfully loaded
+2025-11-24 12:12:45,874 | INFO | Wrapped model with DDP
+2025-11-24 12:12:45,876 | INFO | Current learning rate: 0.72
+2025-11-24 12:12:45,876 | INFO | Original learning rate: 1.2
+2025-11-24 12:12:45,879 | INFO | 🎯 Momentum Information:
+2025-11-24 12:12:45,879 | INFO |   Extracted vectors: 161
+2025-11-24 12:12:45,879 | INFO |   Has momentum state: True
+2025-11-24 12:12:53,237 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00000/00625 | lr 7.200e-01 | atrl 3.440e+00 | trl0 3.440e+00 | nm 1.450e+02 | nmx 9.223e-01 | 
+2025-11-24 12:12:56,978 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00001/00625 | lr 7.200e-01 | atrl 3.829e+00 | trl0 3.410e+00 | nm 1.450e+02 | nmx 1.171e+00 | 
+2025-11-24 12:13:00,719 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00002/00625 | lr 7.200e-01 | atrl 4.055e+00 | trl0 3.432e+00 | nm 1.450e+02 | nmx 8.454e-01 | 
+2025-11-24 12:13:04,459 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00003/00625 | lr 7.200e-01 | atrl 3.735e+00 | trl0 3.473e+00 | nm 1.450e+02 | nmx 8.592e-01 | 
+2025-11-24 12:13:08,199 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00004/00625 | lr 7.200e-01 | atrl 3.708e+00 | trl0 3.407e+00 | nm 1.450e+02 | nmx 1.128e+00 | 
+2025-11-24 12:13:11,940 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00005/00625 | lr 7.200e-01 | atrl 4.084e+00 | trl0 3.465e+00 | nm 1.450e+02 | nmx 1.005e+00 | 
+2025-11-24 12:13:15,681 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00006/00625 | lr 7.200e-01 | atrl 3.941e+00 | trl0 3.447e+00 | nm 1.450e+02 | nmx 8.682e-01 | 
+2025-11-24 12:13:19,419 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00007/00625 | lr 7.200e-01 | atrl 3.762e+00 | trl0 3.414e+00 | nm 1.450e+02 | nmx 1.083e+00 | 
+2025-11-24 12:13:23,160 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00008/00625 | lr 7.200e-01 | atrl 3.964e+00 | trl0 3.414e+00 | nm 1.450e+02 | nmx 1.142e+00 | 
+2025-11-24 12:13:26,899 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00009/00625 | lr 7.200e-01 | atrl 3.967e+00 | trl0 3.374e+00 | nm 1.450e+02 | nmx 1.007e+00 | 
+2025-11-24 12:13:30,639 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00010/00625 | lr 7.200e-01 | atrl 3.986e+00 | trl0 3.513e+00 | nm 1.450e+02 | nmx 1.033e+00 | 
+2025-11-24 12:13:34,378 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00011/00625 | lr 7.200e-01 | atrl 3.922e+00 | trl0 3.429e+00 | nm 1.450e+02 | nmx 1.154e+00 | 
+2025-11-24 12:13:38,115 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00012/00625 | lr 7.200e-01 | atrl 4.025e+00 | trl0 3.374e+00 | nm 1.450e+02 | nmx 1.081e+00 | 
+2025-11-24 12:13:41,855 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00013/00625 | lr 7.200e-01 | atrl 4.014e+00 | trl0 3.459e+00 | nm 1.450e+02 | nmx 1.028e+00 | 
+2025-11-24 12:13:45,594 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00014/00625 | lr 7.200e-01 | atrl 3.979e+00 | trl0 3.481e+00 | nm 1.450e+02 | nmx 1.120e+00 | 
+2025-11-24 12:13:49,333 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00015/00625 | lr 7.200e-01 | atrl 4.007e+00 | trl0 3.420e+00 | nm 1.450e+02 | nmx 1.145e+00 | 
+2025-11-24 12:13:53,071 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00016/00625 | lr 7.200e-01 | atrl 3.981e+00 | trl0 3.360e+00 | nm 1.450e+02 | nmx 1.088e+00 | 
+2025-11-24 12:13:56,810 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00017/00625 | lr 7.200e-01 | atrl 3.934e+00 | trl0 3.379e+00 | nm 1.450e+02 | nmx 1.105e+00 | 
+2025-11-24 12:14:00,549 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00018/00625 | lr 7.200e-01 | atrl 4.017e+00 | trl0 3.450e+00 | nm 1.450e+02 | nmx 1.154e+00 | 
+2025-11-24 12:14:04,288 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00019/00625 | lr 7.200e-01 | atrl 4.044e+00 | trl0 3.394e+00 | nm 1.450e+02 | nmx 1.116e+00 | 
+2025-11-24 12:14:08,027 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00020/00625 | lr 7.200e-01 | atrl 3.971e+00 | trl0 3.368e+00 | nm 1.450e+02 | nmx 1.092e+00 | 
+2025-11-24 12:14:11,768 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00021/00625 | lr 7.200e-01 | atrl 4.008e+00 | trl0 3.420e+00 | nm 1.450e+02 | nmx 1.126e+00 | 
+2025-11-24 12:14:15,508 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00022/00625 | lr 7.200e-01 | atrl 4.040e+00 | trl0 3.429e+00 | nm 1.450e+02 | nmx 1.146e+00 | 
+2025-11-24 12:14:19,248 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00023/00625 | lr 7.200e-01 | atrl 4.084e+00 | trl0 3.445e+00 | nm 1.450e+02 | nmx 1.116e+00 | 
+2025-11-24 12:14:22,990 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00024/00625 | lr 7.200e-01 | atrl 3.974e+00 | trl0 3.390e+00 | nm 1.450e+02 | nmx 1.135e+00 | 
+2025-11-24 12:14:26,731 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00025/00625 | lr 7.200e-01 | atrl 4.054e+00 | trl0 3.452e+00 | nm 1.450e+02 | nmx 1.155e+00 | 
+2025-11-24 12:14:30,472 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00026/00625 | lr 7.200e-01 | atrl 4.075e+00 | trl0 3.439e+00 | nm 1.450e+02 | nmx 1.136e+00 | 
+2025-11-24 12:14:34,212 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00027/00625 | lr 7.200e-01 | atrl 4.055e+00 | trl0 3.421e+00 | nm 1.450e+02 | nmx 1.121e+00 | 
+2025-11-24 12:14:37,954 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00028/00625 | lr 7.200e-01 | atrl 4.029e+00 | trl0 3.423e+00 | nm 1.450e+02 | nmx 1.147e+00 | 
+2025-11-24 12:14:41,694 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 013/100 | step 00029/00625 | lr 7.200e-01 | atrl 4.046e+00 | trl0 3.416e+00 | nm 1.450e+02 | nmx 1.160e+00 | 

stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-16/train.log

@@ -0,0 +1,211 @@
+2025-11-24 12:14:54,843 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 12:14:57,150 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:14:57,150 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 12:14:57,150 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 12:14:57,150 | INFO | Starting EoS for checkpoint 16
+2025-11-24 12:14:57,151 | INFO | Starting EoS for model resnet50
+2025-11-24 12:14:57,607 | INFO | Model state successfully loaded
+2025-11-24 12:14:59,220 | INFO | Wrapped model with DDP
+2025-11-24 12:14:59,223 | INFO | Current learning rate: 1.68
+2025-11-24 12:14:59,223 | INFO | Original learning rate: 1.2
+2025-11-24 12:14:59,250 | INFO | 🎯 Momentum Information:
+2025-11-24 12:14:59,250 | INFO |   Extracted vectors: 161
+2025-11-24 12:14:59,250 | INFO |   Has momentum state: True
+2025-11-24 12:15:07,828 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00000/00625 | lr 1.680e+00 | atrl 3.249e+00 | trl0 3.249e+00 | nm 1.470e+02 | nmx 2.181e+00 | 
+2025-11-24 12:15:11,628 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00001/00625 | lr 1.680e+00 | atrl 5.767e+00 | trl0 3.377e+00 | nm 1.469e+02 | nmx 1.153e+00 | 
+2025-11-24 12:15:15,375 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00002/00625 | lr 1.680e+00 | atrl 3.909e+00 | trl0 3.312e+00 | nm 1.469e+02 | nmx 2.120e+00 | 
+2025-11-24 12:15:19,117 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00003/00625 | lr 1.680e+00 | atrl 5.683e+00 | trl0 3.407e+00 | nm 1.470e+02 | nmx 1.549e+00 | 
+2025-11-24 12:15:22,861 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00004/00625 | lr 1.680e+00 | atrl 4.523e+00 | trl0 3.279e+00 | nm 1.470e+02 | nmx 2.023e+00 | 
+2025-11-24 12:15:26,608 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00005/00625 | lr 1.680e+00 | atrl 5.545e+00 | trl0 3.433e+00 | nm 1.469e+02 | nmx 1.903e+00 | 
+2025-11-24 12:15:30,359 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00006/00625 | lr 1.680e+00 | atrl 5.181e+00 | trl0 3.361e+00 | nm 1.469e+02 | nmx 2.020e+00 | 
+2025-11-24 12:15:34,103 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00007/00625 | lr 1.680e+00 | atrl 5.349e+00 | trl0 3.227e+00 | nm 1.470e+02 | nmx 2.049e+00 | 
+2025-11-24 12:15:37,846 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00008/00625 | lr 1.680e+00 | atrl 5.582e+00 | trl0 3.363e+00 | nm 1.470e+02 | nmx 2.031e+00 | 
+2025-11-24 12:15:41,588 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00009/00625 | lr 1.680e+00 | atrl 5.532e+00 | trl0 3.340e+00 | nm 1.469e+02 | nmx 2.201e+00 | 
+2025-11-24 12:15:45,332 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00010/00625 | lr 1.680e+00 | atrl 5.834e+00 | trl0 3.353e+00 | nm 1.469e+02 | nmx 2.025e+00 | 
+2025-11-24 12:15:49,075 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00011/00625 | lr 1.680e+00 | atrl 5.482e+00 | trl0 3.385e+00 | nm 1.470e+02 | nmx 2.259e+00 | 
+2025-11-24 12:15:52,816 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00012/00625 | lr 1.680e+00 | atrl 5.946e+00 | trl0 3.287e+00 | nm 1.470e+02 | nmx 2.104e+00 | 
+2025-11-24 12:15:56,558 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00013/00625 | lr 1.680e+00 | atrl 5.738e+00 | trl0 3.318e+00 | nm 1.469e+02 | nmx 2.369e+00 | 
+2025-11-24 12:16:00,304 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00014/00625 | lr 1.680e+00 | atrl 6.302e+00 | trl0 3.344e+00 | nm 1.469e+02 | nmx 2.197e+00 | 
+2025-11-24 12:16:04,050 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00015/00625 | lr 1.680e+00 | atrl 5.854e+00 | trl0 3.334e+00 | nm 1.470e+02 | nmx 2.322e+00 | 
+2025-11-24 12:16:07,792 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00016/00625 | lr 1.680e+00 | atrl 6.178e+00 | trl0 3.392e+00 | nm 1.470e+02 | nmx 2.287e+00 | 
+2025-11-24 12:16:11,534 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00017/00625 | lr 1.680e+00 | atrl 6.076e+00 | trl0 3.326e+00 | nm 1.470e+02 | nmx 2.379e+00 | 
+2025-11-24 12:16:15,279 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00018/00625 | lr 1.680e+00 | atrl 6.296e+00 | trl0 3.285e+00 | nm 1.469e+02 | nmx 2.350e+00 | 
+2025-11-24 12:16:19,023 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00019/00625 | lr 1.680e+00 | atrl 6.257e+00 | trl0 3.346e+00 | nm 1.469e+02 | nmx 2.399e+00 | 
+2025-11-24 12:16:22,768 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00020/00625 | lr 1.680e+00 | atrl 6.405e+00 | trl0 3.360e+00 | nm 1.470e+02 | nmx 2.398e+00 | 
+2025-11-24 12:16:26,514 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00021/00625 | lr 1.680e+00 | atrl 6.370e+00 | trl0 3.327e+00 | nm 1.470e+02 | nmx 2.409e+00 | 
+2025-11-24 12:16:30,258 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00022/00625 | lr 1.680e+00 | atrl 6.363e+00 | trl0 3.311e+00 | nm 1.469e+02 | nmx 2.400e+00 | 
+2025-11-24 12:16:34,003 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00023/00625 | lr 1.680e+00 | atrl 6.366e+00 | trl0 3.332e+00 | nm 1.469e+02 | nmx 2.442e+00 | 
+2025-11-24 12:16:37,745 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00024/00625 | lr 1.680e+00 | atrl 6.509e+00 | trl0 3.305e+00 | nm 1.470e+02 | nmx 2.462e+00 | 
+2025-11-24 12:16:41,491 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00025/00625 | lr 1.680e+00 | atrl 6.449e+00 | trl0 3.259e+00 | nm 1.470e+02 | nmx 2.408e+00 | 
+2025-11-24 12:16:45,233 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00026/00625 | lr 1.680e+00 | atrl 6.377e+00 | trl0 3.343e+00 | nm 1.470e+02 | nmx 2.449e+00 | 
+2025-11-24 12:16:48,974 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00027/00625 | lr 1.680e+00 | atrl 6.466e+00 | trl0 3.354e+00 | nm 1.469e+02 | nmx 2.425e+00 | 
+2025-11-24 12:16:52,717 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00028/00625 | lr 1.680e+00 | atrl 6.432e+00 | trl0 3.342e+00 | nm 1.470e+02 | nmx 2.486e+00 | 
+2025-11-24 12:16:56,459 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 017/100 | step 00029/00625 | lr 1.680e+00 | atrl 6.581e+00 | trl0 3.337e+00 | nm 1.470e+02 | nmx 2.438e+00 | 
+2025-11-24 12:16:56,794 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:16:56,794 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 12:16:56,794 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 12:16:56,794 | INFO | Starting EoS for checkpoint 16
+2025-11-24 12:16:56,794 | INFO | Starting EoS for model resnet50
+2025-11-24 12:16:57,190 | INFO | Model state successfully loaded
+2025-11-24 12:16:57,382 | INFO | Wrapped model with DDP
+2025-11-24 12:16:57,385 | INFO | Current learning rate: 1.44
+2025-11-24 12:16:57,385 | INFO | Original learning rate: 1.2
+2025-11-24 12:16:57,468 | INFO | 🎯 Momentum Information:
+2025-11-24 12:16:57,468 | INFO |   Extracted vectors: 161
+2025-11-24 12:16:57,468 | INFO |   Has momentum state: True
+2025-11-24 12:17:05,225 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00000/00625 | lr 1.440e+00 | atrl 3.249e+00 | trl0 3.249e+00 | nm 1.470e+02 | nmx 1.869e+00 | 
+2025-11-24 12:17:08,968 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00001/00625 | lr 1.440e+00 | atrl 5.122e+00 | trl0 3.377e+00 | nm 1.469e+02 | nmx 1.217e+00 | 
+2025-11-24 12:17:12,709 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00002/00625 | lr 1.440e+00 | atrl 3.964e+00 | trl0 3.312e+00 | nm 1.469e+02 | nmx 1.629e+00 | 
+2025-11-24 12:17:16,451 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00003/00625 | lr 1.440e+00 | atrl 4.720e+00 | trl0 3.407e+00 | nm 1.469e+02 | nmx 1.680e+00 | 
+2025-11-24 12:17:20,193 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00004/00625 | lr 1.440e+00 | atrl 4.718e+00 | trl0 3.279e+00 | nm 1.470e+02 | nmx 1.401e+00 | 
+2025-11-24 12:17:23,934 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00005/00625 | lr 1.440e+00 | atrl 4.453e+00 | trl0 3.433e+00 | nm 1.469e+02 | nmx 1.918e+00 | 
+2025-11-24 12:17:27,677 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00006/00625 | lr 1.440e+00 | atrl 5.183e+00 | trl0 3.361e+00 | nm 1.469e+02 | nmx 1.494e+00 | 
+2025-11-24 12:17:31,419 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00007/00625 | lr 1.440e+00 | atrl 4.327e+00 | trl0 3.227e+00 | nm 1.469e+02 | nmx 1.883e+00 | 
+2025-11-24 12:17:35,159 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00008/00625 | lr 1.440e+00 | atrl 5.188e+00 | trl0 3.363e+00 | nm 1.469e+02 | nmx 1.674e+00 | 
+2025-11-24 12:17:38,899 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00009/00625 | lr 1.440e+00 | atrl 4.783e+00 | trl0 3.340e+00 | nm 1.469e+02 | nmx 1.775e+00 | 
+2025-11-24 12:17:42,641 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00010/00625 | lr 1.440e+00 | atrl 4.940e+00 | trl0 3.353e+00 | nm 1.469e+02 | nmx 1.879e+00 | 
+2025-11-24 12:17:46,382 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00011/00625 | lr 1.440e+00 | atrl 5.162e+00 | trl0 3.385e+00 | nm 1.469e+02 | nmx 1.744e+00 | 
+2025-11-24 12:17:50,122 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00012/00625 | lr 1.440e+00 | atrl 4.812e+00 | trl0 3.287e+00 | nm 1.469e+02 | nmx 1.927e+00 | 
+2025-11-24 12:17:53,864 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00013/00625 | lr 1.440e+00 | atrl 5.212e+00 | trl0 3.318e+00 | nm 1.469e+02 | nmx 1.775e+00 | 
+2025-11-24 12:17:57,605 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00014/00625 | lr 1.440e+00 | atrl 4.961e+00 | trl0 3.344e+00 | nm 1.469e+02 | nmx 1.922e+00 | 
+2025-11-24 12:18:01,345 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00015/00625 | lr 1.440e+00 | atrl 5.190e+00 | trl0 3.334e+00 | nm 1.469e+02 | nmx 1.873e+00 | 
+2025-11-24 12:18:05,086 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00016/00625 | lr 1.440e+00 | atrl 5.168e+00 | trl0 3.392e+00 | nm 1.469e+02 | nmx 1.887e+00 | 
+2025-11-24 12:18:08,828 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00017/00625 | lr 1.440e+00 | atrl 5.162e+00 | trl0 3.326e+00 | nm 1.469e+02 | nmx 1.946e+00 | 
+2025-11-24 12:18:12,567 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00018/00625 | lr 1.440e+00 | atrl 5.207e+00 | trl0 3.285e+00 | nm 1.469e+02 | nmx 1.876e+00 | 
+2025-11-24 12:18:16,309 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00019/00625 | lr 1.440e+00 | atrl 5.140e+00 | trl0 3.346e+00 | nm 1.469e+02 | nmx 1.965e+00 | 
+2025-11-24 12:18:20,051 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00020/00625 | lr 1.440e+00 | atrl 5.317e+00 | trl0 3.360e+00 | nm 1.469e+02 | nmx 1.914e+00 | 
+2025-11-24 12:18:23,793 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00021/00625 | lr 1.440e+00 | atrl 5.216e+00 | trl0 3.327e+00 | nm 1.469e+02 | nmx 1.953e+00 | 
+2025-11-24 12:18:27,533 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00022/00625 | lr 1.440e+00 | atrl 5.272e+00 | trl0 3.311e+00 | nm 1.469e+02 | nmx 1.948e+00 | 
+2025-11-24 12:18:31,273 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00023/00625 | lr 1.440e+00 | atrl 5.262e+00 | trl0 3.332e+00 | nm 1.469e+02 | nmx 1.913e+00 | 
+2025-11-24 12:18:35,015 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00024/00625 | lr 1.440e+00 | atrl 5.171e+00 | trl0 3.305e+00 | nm 1.469e+02 | nmx 1.971e+00 | 
+2025-11-24 12:18:38,756 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00025/00625 | lr 1.440e+00 | atrl 5.220e+00 | trl0 3.259e+00 | nm 1.469e+02 | nmx 1.923e+00 | 
+2025-11-24 12:18:42,497 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00026/00625 | lr 1.440e+00 | atrl 5.218e+00 | trl0 3.343e+00 | nm 1.469e+02 | nmx 1.985e+00 | 
+2025-11-24 12:18:46,239 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00027/00625 | lr 1.440e+00 | atrl 5.360e+00 | trl0 3.354e+00 | nm 1.469e+02 | nmx 1.944e+00 | 
+2025-11-24 12:18:49,981 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00028/00625 | lr 1.440e+00 | atrl 5.259e+00 | trl0 3.342e+00 | nm 1.469e+02 | nmx 1.959e+00 | 
+2025-11-24 12:18:53,723 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 017/100 | step 00029/00625 | lr 1.440e+00 | atrl 5.302e+00 | trl0 3.337e+00 | nm 1.469e+02 | nmx 1.972e+00 | 
+2025-11-24 12:18:53,973 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:18:53,973 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 12:18:53,973 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 12:18:53,974 | INFO | Starting EoS for checkpoint 16
+2025-11-24 12:18:53,974 | INFO | Starting EoS for model resnet50
+2025-11-24 12:18:54,353 | INFO | Model state successfully loaded
+2025-11-24 12:18:54,814 | INFO | Wrapped model with DDP
+2025-11-24 12:18:54,816 | INFO | Current learning rate: 1.2
+2025-11-24 12:18:54,816 | INFO | Original learning rate: 1.2
+2025-11-24 12:18:54,820 | INFO | 🎯 Momentum Information:
+2025-11-24 12:18:54,820 | INFO |   Extracted vectors: 161
+2025-11-24 12:18:54,820 | INFO |   Has momentum state: True
+2025-11-24 12:19:02,243 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00000/00625 | lr 1.200e+00 | atrl 3.249e+00 | trl0 3.249e+00 | nm 1.469e+02 | nmx 1.558e+00 | 
+2025-11-24 12:19:05,985 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00001/00625 | lr 1.200e+00 | atrl 4.579e+00 | trl0 3.377e+00 | nm 1.469e+02 | nmx 1.299e+00 | 
+2025-11-24 12:19:09,727 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00002/00625 | lr 1.200e+00 | atrl 4.068e+00 | trl0 3.312e+00 | nm 1.469e+02 | nmx 1.144e+00 | 
+2025-11-24 12:19:13,469 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00003/00625 | lr 1.200e+00 | atrl 4.004e+00 | trl0 3.407e+00 | nm 1.469e+02 | nmx 1.645e+00 | 
+2025-11-24 12:19:17,210 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00004/00625 | lr 1.200e+00 | atrl 4.647e+00 | trl0 3.279e+00 | nm 1.469e+02 | nmx 1.146e+00 | 
+2025-11-24 12:19:20,952 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00005/00625 | lr 1.200e+00 | atrl 4.106e+00 | trl0 3.433e+00 | nm 1.469e+02 | nmx 1.516e+00 | 
+2025-11-24 12:19:24,693 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00006/00625 | lr 1.200e+00 | atrl 4.494e+00 | trl0 3.361e+00 | nm 1.469e+02 | nmx 1.573e+00 | 
+2025-11-24 12:19:28,434 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00007/00625 | lr 1.200e+00 | atrl 4.436e+00 | trl0 3.227e+00 | nm 1.469e+02 | nmx 1.339e+00 | 
+2025-11-24 12:19:32,176 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00008/00625 | lr 1.200e+00 | atrl 4.246e+00 | trl0 3.363e+00 | nm 1.469e+02 | nmx 1.649e+00 | 
+2025-11-24 12:19:35,918 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00009/00625 | lr 1.200e+00 | atrl 4.708e+00 | trl0 3.340e+00 | nm 1.469e+02 | nmx 1.468e+00 | 
+2025-11-24 12:19:39,660 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00010/00625 | lr 1.200e+00 | atrl 4.454e+00 | trl0 3.353e+00 | nm 1.469e+02 | nmx 1.526e+00 | 
+2025-11-24 12:19:43,402 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00011/00625 | lr 1.200e+00 | atrl 4.559e+00 | trl0 3.385e+00 | nm 1.469e+02 | nmx 1.670e+00 | 
+2025-11-24 12:19:47,144 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00012/00625 | lr 1.200e+00 | atrl 4.666e+00 | trl0 3.287e+00 | nm 1.469e+02 | nmx 1.518e+00 | 
+2025-11-24 12:19:50,887 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00013/00625 | lr 1.200e+00 | atrl 4.471e+00 | trl0 3.318e+00 | nm 1.469e+02 | nmx 1.641e+00 | 
+2025-11-24 12:19:54,629 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00014/00625 | lr 1.200e+00 | atrl 4.702e+00 | trl0 3.344e+00 | nm 1.469e+02 | nmx 1.621e+00 | 
+2025-11-24 12:19:58,373 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00015/00625 | lr 1.200e+00 | atrl 4.677e+00 | trl0 3.334e+00 | nm 1.469e+02 | nmx 1.575e+00 | 
+2025-11-24 12:20:02,115 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00016/00625 | lr 1.200e+00 | atrl 4.638e+00 | trl0 3.392e+00 | nm 1.469e+02 | nmx 1.709e+00 | 
+2025-11-24 12:20:05,858 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00017/00625 | lr 1.200e+00 | atrl 4.783e+00 | trl0 3.326e+00 | nm 1.469e+02 | nmx 1.608e+00 | 
+2025-11-24 12:20:09,599 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00018/00625 | lr 1.200e+00 | atrl 4.572e+00 | trl0 3.285e+00 | nm 1.469e+02 | nmx 1.655e+00 | 
+2025-11-24 12:20:13,341 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00019/00625 | lr 1.200e+00 | atrl 4.744e+00 | trl0 3.346e+00 | nm 1.469e+02 | nmx 1.687e+00 | 
+2025-11-24 12:20:17,083 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00020/00625 | lr 1.200e+00 | atrl 4.788e+00 | trl0 3.360e+00 | nm 1.469e+02 | nmx 1.635e+00 | 
+2025-11-24 12:20:20,826 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00021/00625 | lr 1.200e+00 | atrl 4.681e+00 | trl0 3.327e+00 | nm 1.469e+02 | nmx 1.687e+00 | 
+2025-11-24 12:20:24,567 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00022/00625 | lr 1.200e+00 | atrl 4.730e+00 | trl0 3.311e+00 | nm 1.469e+02 | nmx 1.660e+00 | 
+2025-11-24 12:20:28,309 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00023/00625 | lr 1.200e+00 | atrl 4.710e+00 | trl0 3.332e+00 | nm 1.469e+02 | nmx 1.653e+00 | 
+2025-11-24 12:20:32,050 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00024/00625 | lr 1.200e+00 | atrl 4.699e+00 | trl0 3.305e+00 | nm 1.469e+02 | nmx 1.687e+00 | 
+2025-11-24 12:20:35,792 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00025/00625 | lr 1.200e+00 | atrl 4.677e+00 | trl0 3.259e+00 | nm 1.469e+02 | nmx 1.672e+00 | 
+2025-11-24 12:20:39,533 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00026/00625 | lr 1.200e+00 | atrl 4.753e+00 | trl0 3.343e+00 | nm 1.469e+02 | nmx 1.690e+00 | 
+2025-11-24 12:20:43,273 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00027/00625 | lr 1.200e+00 | atrl 4.777e+00 | trl0 3.354e+00 | nm 1.469e+02 | nmx 1.709e+00 | 
+2025-11-24 12:20:47,014 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00028/00625 | lr 1.200e+00 | atrl 4.812e+00 | trl0 3.342e+00 | nm 1.469e+02 | nmx 1.686e+00 | 
+2025-11-24 12:20:50,755 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 017/100 | step 00029/00625 | lr 1.200e+00 | atrl 4.794e+00 | trl0 3.337e+00 | nm 1.469e+02 | nmx 1.707e+00 | 
+2025-11-24 12:20:51,339 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:20:51,340 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 12:20:51,340 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 12:20:51,340 | INFO | Starting EoS for checkpoint 16
+2025-11-24 12:20:51,340 | INFO | Starting EoS for model resnet50
+2025-11-24 12:20:51,729 | INFO | Model state successfully loaded
+2025-11-24 12:20:51,896 | INFO | Wrapped model with DDP
+2025-11-24 12:20:51,899 | INFO | Current learning rate: 0.9599999999999999
+2025-11-24 12:20:51,899 | INFO | Original learning rate: 1.2
+2025-11-24 12:20:51,902 | INFO | 🎯 Momentum Information:
+2025-11-24 12:20:51,902 | INFO |   Extracted vectors: 161
+2025-11-24 12:20:51,902 | INFO |   Has momentum state: True
+2025-11-24 12:20:59,254 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00000/00625 | lr 9.600e-01 | atrl 3.249e+00 | trl0 3.249e+00 | nm 1.469e+02 | nmx 1.246e+00 | 
+2025-11-24 12:21:02,995 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00001/00625 | lr 9.600e-01 | atrl 4.137e+00 | trl0 3.377e+00 | nm 1.469e+02 | nmx 1.303e+00 | 
+2025-11-24 12:21:06,737 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00002/00625 | lr 9.600e-01 | atrl 4.084e+00 | trl0 3.312e+00 | nm 1.469e+02 | nmx 8.522e-01 | 
+2025-11-24 12:21:10,478 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00003/00625 | lr 9.600e-01 | atrl 3.682e+00 | trl0 3.407e+00 | nm 1.469e+02 | nmx 1.332e+00 | 
+2025-11-24 12:21:14,219 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00004/00625 | lr 9.600e-01 | atrl 4.149e+00 | trl0 3.279e+00 | nm 1.469e+02 | nmx 1.270e+00 | 
+2025-11-24 12:21:17,961 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00005/00625 | lr 9.600e-01 | atrl 4.240e+00 | trl0 3.433e+00 | nm 1.469e+02 | nmx 1.014e+00 | 
+2025-11-24 12:21:21,702 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00006/00625 | lr 9.600e-01 | atrl 3.862e+00 | trl0 3.361e+00 | nm 1.469e+02 | nmx 1.371e+00 | 
+2025-11-24 12:21:25,442 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00007/00625 | lr 9.600e-01 | atrl 4.147e+00 | trl0 3.227e+00 | nm 1.469e+02 | nmx 1.326e+00 | 
+2025-11-24 12:21:29,184 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00008/00625 | lr 9.600e-01 | atrl 4.196e+00 | trl0 3.363e+00 | nm 1.469e+02 | nmx 1.172e+00 | 
+2025-11-24 12:21:32,925 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00009/00625 | lr 9.600e-01 | atrl 3.991e+00 | trl0 3.340e+00 | nm 1.469e+02 | nmx 1.391e+00 | 
+2025-11-24 12:21:36,665 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00010/00625 | lr 9.600e-01 | atrl 4.313e+00 | trl0 3.353e+00 | nm 1.469e+02 | nmx 1.336e+00 | 
+2025-11-24 12:21:40,407 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00011/00625 | lr 9.600e-01 | atrl 4.272e+00 | trl0 3.385e+00 | nm 1.469e+02 | nmx 1.247e+00 | 
+2025-11-24 12:21:44,147 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00012/00625 | lr 9.600e-01 | atrl 4.055e+00 | trl0 3.287e+00 | nm 1.469e+02 | nmx 1.408e+00 | 
+2025-11-24 12:21:47,889 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00013/00625 | lr 9.600e-01 | atrl 4.279e+00 | trl0 3.318e+00 | nm 1.469e+02 | nmx 1.375e+00 | 
+2025-11-24 12:21:51,631 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00014/00625 | lr 9.600e-01 | atrl 4.263e+00 | trl0 3.344e+00 | nm 1.469e+02 | nmx 1.313e+00 | 
+2025-11-24 12:21:55,372 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00015/00625 | lr 9.600e-01 | atrl 4.191e+00 | trl0 3.334e+00 | nm 1.469e+02 | nmx 1.410e+00 | 
+2025-11-24 12:21:59,113 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00016/00625 | lr 9.600e-01 | atrl 4.388e+00 | trl0 3.392e+00 | nm 1.469e+02 | nmx 1.395e+00 | 
+2025-11-24 12:22:02,855 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00017/00625 | lr 9.600e-01 | atrl 4.281e+00 | trl0 3.326e+00 | nm 1.469e+02 | nmx 1.366e+00 | 
+2025-11-24 12:22:06,597 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00018/00625 | lr 9.600e-01 | atrl 4.211e+00 | trl0 3.285e+00 | nm 1.469e+02 | nmx 1.423e+00 | 
+2025-11-24 12:22:10,338 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00019/00625 | lr 9.600e-01 | atrl 4.332e+00 | trl0 3.346e+00 | nm 1.469e+02 | nmx 1.417e+00 | 
+2025-11-24 12:22:14,078 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00020/00625 | lr 9.600e-01 | atrl 4.341e+00 | trl0 3.360e+00 | nm 1.469e+02 | nmx 1.397e+00 | 
+2025-11-24 12:22:17,821 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00021/00625 | lr 9.600e-01 | atrl 4.288e+00 | trl0 3.327e+00 | nm 1.469e+02 | nmx 1.423e+00 | 
+2025-11-24 12:22:21,564 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00022/00625 | lr 9.600e-01 | atrl 4.303e+00 | trl0 3.311e+00 | nm 1.469e+02 | nmx 1.421e+00 | 
+2025-11-24 12:22:25,305 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00023/00625 | lr 9.600e-01 | atrl 4.339e+00 | trl0 3.332e+00 | nm 1.469e+02 | nmx 1.408e+00 | 
+2025-11-24 12:22:29,049 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00024/00625 | lr 9.600e-01 | atrl 4.289e+00 | trl0 3.305e+00 | nm 1.469e+02 | nmx 1.439e+00 | 
+2025-11-24 12:22:32,790 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00025/00625 | lr 9.600e-01 | atrl 4.298e+00 | trl0 3.259e+00 | nm 1.469e+02 | nmx 1.426e+00 | 
+2025-11-24 12:22:36,531 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00026/00625 | lr 9.600e-01 | atrl 4.353e+00 | trl0 3.343e+00 | nm 1.469e+02 | nmx 1.440e+00 | 
+2025-11-24 12:22:40,274 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00027/00625 | lr 9.600e-01 | atrl 4.373e+00 | trl0 3.354e+00 | nm 1.469e+02 | nmx 1.461e+00 | 
+2025-11-24 12:22:44,016 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00028/00625 | lr 9.600e-01 | atrl 4.388e+00 | trl0 3.342e+00 | nm 1.469e+02 | nmx 1.452e+00 | 
+2025-11-24 12:22:47,758 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 017/100 | step 00029/00625 | lr 9.600e-01 | atrl 4.392e+00 | trl0 3.337e+00 | nm 1.469e+02 | nmx 1.437e+00 | 
+2025-11-24 12:22:48,297 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:22:48,297 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 12:22:48,297 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 12:22:48,297 | INFO | Starting EoS for checkpoint 16
+2025-11-24 12:22:48,298 | INFO | Starting EoS for model resnet50
+2025-11-24 12:22:48,679 | INFO | Model state successfully loaded
+2025-11-24 12:22:48,875 | INFO | Wrapped model with DDP
+2025-11-24 12:22:48,877 | INFO | Current learning rate: 0.72
+2025-11-24 12:22:48,877 | INFO | Original learning rate: 1.2
+2025-11-24 12:22:48,881 | INFO | 🎯 Momentum Information:
+2025-11-24 12:22:48,881 | INFO |   Extracted vectors: 161
+2025-11-24 12:22:48,881 | INFO |   Has momentum state: True
+2025-11-24 12:22:56,320 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00000/00625 | lr 7.200e-01 | atrl 3.249e+00 | trl0 3.249e+00 | nm 1.469e+02 | nmx 9.345e-01 | 
+2025-11-24 12:23:00,063 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00001/00625 | lr 7.200e-01 | atrl 3.795e+00 | trl0 3.377e+00 | nm 1.469e+02 | nmx 1.190e+00 | 
+2025-11-24 12:23:03,803 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00002/00625 | lr 7.200e-01 | atrl 3.953e+00 | trl0 3.312e+00 | nm 1.469e+02 | nmx 8.562e-01 | 
+2025-11-24 12:23:07,544 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00003/00625 | lr 7.200e-01 | atrl 3.676e+00 | trl0 3.407e+00 | nm 1.469e+02 | nmx 8.885e-01 | 
+2025-11-24 12:23:11,286 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00004/00625 | lr 7.200e-01 | atrl 3.611e+00 | trl0 3.279e+00 | nm 1.469e+02 | nmx 1.160e+00 | 
+2025-11-24 12:23:15,028 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00005/00625 | lr 7.200e-01 | atrl 4.077e+00 | trl0 3.433e+00 | nm 1.469e+02 | nmx 1.031e+00 | 
+2025-11-24 12:23:18,769 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00006/00625 | lr 7.200e-01 | atrl 3.875e+00 | trl0 3.361e+00 | nm 1.469e+02 | nmx 8.853e-01 | 
+2025-11-24 12:23:22,512 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00007/00625 | lr 7.200e-01 | atrl 3.605e+00 | trl0 3.227e+00 | nm 1.469e+02 | nmx 1.094e+00 | 
+2025-11-24 12:23:26,254 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00008/00625 | lr 7.200e-01 | atrl 3.922e+00 | trl0 3.363e+00 | nm 1.469e+02 | nmx 1.167e+00 | 
+2025-11-24 12:23:29,995 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00009/00625 | lr 7.200e-01 | atrl 3.972e+00 | trl0 3.340e+00 | nm 1.469e+02 | nmx 1.028e+00 | 
+2025-11-24 12:23:33,736 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00010/00625 | lr 7.200e-01 | atrl 3.822e+00 | trl0 3.353e+00 | nm 1.469e+02 | nmx 1.066e+00 | 
+2025-11-24 12:23:37,477 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00011/00625 | lr 7.200e-01 | atrl 3.904e+00 | trl0 3.385e+00 | nm 1.469e+02 | nmx 1.171e+00 | 
+2025-11-24 12:23:41,218 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00012/00625 | lr 7.200e-01 | atrl 3.935e+00 | trl0 3.287e+00 | nm 1.469e+02 | nmx 1.110e+00 | 
+2025-11-24 12:23:44,960 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00013/00625 | lr 7.200e-01 | atrl 3.902e+00 | trl0 3.318e+00 | nm 1.469e+02 | nmx 1.059e+00 | 
+2025-11-24 12:23:48,700 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00014/00625 | lr 7.200e-01 | atrl 3.886e+00 | trl0 3.344e+00 | nm 1.469e+02 | nmx 1.139e+00 | 
+2025-11-24 12:23:52,441 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00015/00625 | lr 7.200e-01 | atrl 3.953e+00 | trl0 3.334e+00 | nm 1.469e+02 | nmx 1.164e+00 | 
+2025-11-24 12:23:56,182 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00016/00625 | lr 7.200e-01 | atrl 4.033e+00 | trl0 3.392e+00 | nm 1.469e+02 | nmx 1.111e+00 | 
+2025-11-24 12:23:59,924 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00017/00625 | lr 7.200e-01 | atrl 3.896e+00 | trl0 3.326e+00 | nm 1.469e+02 | nmx 1.136e+00 | 
+2025-11-24 12:24:03,665 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00018/00625 | lr 7.200e-01 | atrl 3.890e+00 | trl0 3.285e+00 | nm 1.469e+02 | nmx 1.170e+00 | 
+2025-11-24 12:24:07,406 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00019/00625 | lr 7.200e-01 | atrl 4.001e+00 | trl0 3.346e+00 | nm 1.469e+02 | nmx 1.146e+00 | 
+2025-11-24 12:24:11,182 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00020/00625 | lr 7.200e-01 | atrl 4.000e+00 | trl0 3.360e+00 | nm 1.469e+02 | nmx 1.132e+00 | 
+2025-11-24 12:24:14,925 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 017/100 | step 00021/00625 | lr 7.200e-01 | atrl 3.933e+00 | trl0 3.327e+00 | nm 1.469e+02 | nmx 1.172e+00 | 
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stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-20/train.jsonl

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stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-20/train.log

@@ -0,0 +1,211 @@
+2025-11-24 12:24:58,150 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 12:25:00,510 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:25:00,510 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 12:25:00,510 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 12:25:00,510 | INFO | Starting EoS for checkpoint 20
+2025-11-24 12:25:00,511 | INFO | Starting EoS for model resnet50
+2025-11-24 12:25:00,938 | INFO | Model state successfully loaded
+2025-11-24 12:25:02,061 | INFO | Wrapped model with DDP
+2025-11-24 12:25:02,063 | INFO | Current learning rate: 1.68
+2025-11-24 12:25:02,063 | INFO | Original learning rate: 1.2
+2025-11-24 12:25:02,087 | INFO | 🎯 Momentum Information:
+2025-11-24 12:25:02,087 | INFO |   Extracted vectors: 161
+2025-11-24 12:25:02,087 | INFO |   Has momentum state: True
+2025-11-24 12:25:10,649 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00000/00625 | lr 1.680e+00 | atrl 3.276e+00 | trl0 3.276e+00 | nm 1.482e+02 | nmx 2.216e+00 | 
+2025-11-24 12:25:14,459 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00001/00625 | lr 1.680e+00 | atrl 5.830e+00 | trl0 3.329e+00 | nm 1.481e+02 | nmx 1.285e+00 | 
+2025-11-24 12:25:18,203 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00002/00625 | lr 1.680e+00 | atrl 4.245e+00 | trl0 3.342e+00 | nm 1.482e+02 | nmx 2.364e+00 | 
+2025-11-24 12:25:21,944 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00003/00625 | lr 1.680e+00 | atrl 6.797e+00 | trl0 3.275e+00 | nm 1.482e+02 | nmx 2.735e+00 | 
+2025-11-24 12:25:25,689 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00004/00625 | lr 1.680e+00 | atrl 1.003e+01 | trl0 3.298e+00 | nm 1.482e+02 | nmx 5.010e+00 | 
+2025-11-24 12:25:29,431 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00005/00625 | lr 1.680e+00 | atrl 2.949e+01 | trl0 3.314e+00 | nm 1.485e+02 | nmx 1.026e+01 | 
+2025-11-24 12:25:33,173 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00006/00625 | lr 1.680e+00 | atrl 1.249e+02 | trl0 3.289e+00 | nm 1.499e+02 | nmx 2.328e+01 | 
+2025-11-24 12:25:36,916 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00007/00625 | lr 1.680e+00 | atrl 6.596e+02 | trl0 3.279e+00 | nm 1.587e+02 | nmx 5.653e+01 | 
+2025-11-24 12:25:40,658 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00008/00625 | lr 1.680e+00 | atrl 3.825e+03 | trl0 3.258e+00 | nm 1.999e+02 | nmx 1.344e+02 | 
+2025-11-24 12:25:44,399 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00009/00625 | lr 1.680e+00 | atrl 2.088e+04 | trl0 3.298e+00 | nm 3.345e+02 | nmx 2.998e+02 | 
+2025-11-24 12:25:48,143 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00010/00625 | lr 1.680e+00 | atrl 9.983e+04 | trl0 3.277e+00 | nm 6.374e+02 | nmx 6.201e+02 | 
+2025-11-24 12:25:51,883 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00011/00625 | lr 1.680e+00 | atrl 4.435e+05 | trl0 3.246e+00 | nm 1.372e+03 | nmx 1.364e+03 | 
+2025-11-24 12:25:55,628 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00012/00625 | lr 1.680e+00 | atrl 2.280e+06 | trl0 3.225e+00 | nm 3.372e+03 | nmx 3.368e+03 | 
+2025-11-24 12:25:59,371 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00013/00625 | lr 1.680e+00 | atrl 1.301e+07 | trl0 3.329e+00 | nm 7.326e+03 | nmx 7.324e+03 | 
+2025-11-24 12:26:03,113 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00014/00625 | lr 1.680e+00 | atrl 6.648e+07 | trl0 3.232e+00 | nm 1.872e+04 | nmx 1.872e+04 | 
+2025-11-24 12:26:06,853 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00015/00625 | lr 1.680e+00 | atrl 4.170e+08 | trl0 3.301e+00 | nm 4.388e+04 | nmx 4.388e+04 | 
+2025-11-24 12:26:10,595 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00016/00625 | lr 1.680e+00 | atrl 2.019e+09 | trl0 3.307e+00 | nm 8.366e+04 | nmx 8.366e+04 | 
+2025-11-24 12:26:14,335 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00017/00625 | lr 1.680e+00 | atrl 7.449e+09 | trl0 3.216e+00 | nm 1.641e+05 | nmx 1.641e+05 | 
+2025-11-24 12:26:18,077 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00018/00625 | lr 1.680e+00 | atrl 2.881e+10 | trl0 3.278e+00 | nm 3.148e+05 | nmx 3.148e+05 | 
+2025-11-24 12:26:21,817 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00019/00625 | lr 1.680e+00 | atrl 1.096e+11 | trl0 3.246e+00 | nm 6.553e+05 | nmx 6.553e+05 | 
+2025-11-24 12:26:25,559 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00020/00625 | lr 1.680e+00 | atrl 4.856e+11 | trl0 3.285e+00 | nm 1.433e+06 | nmx 1.433e+06 | 
+2025-11-24 12:26:29,299 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00021/00625 | lr 1.680e+00 | atrl 2.405e+12 | trl0 3.271e+00 | nm 3.295e+06 | nmx 3.295e+06 | 
+2025-11-24 12:26:33,040 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00022/00625 | lr 1.680e+00 | atrl 1.407e+13 | trl0 3.336e+00 | nm 9.268e+06 | nmx 9.268e+06 | 
+2025-11-24 12:26:36,781 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00023/00625 | lr 1.680e+00 | atrl 1.144e+14 | trl0 3.210e+00 | nm 2.640e+07 | nmx 2.640e+07 | 
+2025-11-24 12:26:40,524 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00024/00625 | lr 1.680e+00 | atrl 8.355e+14 | trl0 3.257e+00 | nm 6.233e+07 | nmx 6.233e+07 | 
+2025-11-24 12:26:44,265 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00025/00625 | lr 1.680e+00 | atrl 4.567e+15 | trl0 3.322e+00 | nm 1.441e+08 | nmx 1.441e+08 | 
+2025-11-24 12:26:48,005 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00026/00625 | lr 1.680e+00 | atrl 2.598e+16 | trl0 3.255e+00 | nm 3.730e+08 | nmx 3.730e+08 | 
+2025-11-24 12:26:51,746 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00027/00625 | lr 1.680e+00 | atrl 1.618e+17 | trl0 3.293e+00 | nm 8.396e+08 | nmx 8.396e+08 | 
+2025-11-24 12:26:55,489 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00028/00625 | lr 1.680e+00 | atrl 8.209e+17 | trl0 3.230e+00 | nm 1.905e+09 | nmx 1.905e+09 | 
+2025-11-24 12:26:59,229 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 021/100 | step 00029/00625 | lr 1.680e+00 | atrl 4.297e+18 | trl0 3.345e+00 | nm 4.511e+09 | nmx 4.511e+09 | 
+2025-11-24 12:26:59,581 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:26:59,581 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 12:26:59,581 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 12:26:59,581 | INFO | Starting EoS for checkpoint 20
+2025-11-24 12:26:59,581 | INFO | Starting EoS for model resnet50
+2025-11-24 12:26:59,974 | INFO | Model state successfully loaded
+2025-11-24 12:27:00,154 | INFO | Wrapped model with DDP
+2025-11-24 12:27:00,156 | INFO | Current learning rate: 1.44
+2025-11-24 12:27:00,156 | INFO | Original learning rate: 1.2
+2025-11-24 12:27:00,237 | INFO | 🎯 Momentum Information:
+2025-11-24 12:27:00,237 | INFO |   Extracted vectors: 161
+2025-11-24 12:27:00,237 | INFO |   Has momentum state: True
+2025-11-24 12:27:07,883 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00000/00625 | lr 1.440e+00 | atrl 3.276e+00 | trl0 3.276e+00 | nm 1.482e+02 | nmx 1.900e+00 | 
+2025-11-24 12:27:11,625 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00001/00625 | lr 1.440e+00 | atrl 5.158e+00 | trl0 3.329e+00 | nm 1.481e+02 | nmx 1.288e+00 | 
+2025-11-24 12:27:15,364 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00002/00625 | lr 1.440e+00 | atrl 4.152e+00 | trl0 3.342e+00 | nm 1.482e+02 | nmx 1.725e+00 | 
+2025-11-24 12:27:19,103 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00003/00625 | lr 1.440e+00 | atrl 4.942e+00 | trl0 3.275e+00 | nm 1.482e+02 | nmx 1.894e+00 | 
+2025-11-24 12:27:22,843 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00004/00625 | lr 1.440e+00 | atrl 5.420e+00 | trl0 3.298e+00 | nm 1.482e+02 | nmx 1.747e+00 | 
+2025-11-24 12:27:26,582 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00005/00625 | lr 1.440e+00 | atrl 5.347e+00 | trl0 3.314e+00 | nm 1.482e+02 | nmx 2.325e+00 | 
+2025-11-24 12:27:30,321 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00006/00625 | lr 1.440e+00 | atrl 6.733e+00 | trl0 3.289e+00 | nm 1.482e+02 | nmx 2.221e+00 | 
+2025-11-24 12:27:34,061 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00007/00625 | lr 1.440e+00 | atrl 6.988e+00 | trl0 3.279e+00 | nm 1.482e+02 | nmx 2.914e+00 | 
+2025-11-24 12:27:37,801 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00008/00625 | lr 1.440e+00 | atrl 9.573e+00 | trl0 3.258e+00 | nm 1.482e+02 | nmx 3.279e+00 | 
+2025-11-24 12:27:41,541 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00009/00625 | lr 1.440e+00 | atrl 1.251e+01 | trl0 3.298e+00 | nm 1.482e+02 | nmx 4.195e+00 | 
+2025-11-24 12:27:45,282 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00010/00625 | lr 1.440e+00 | atrl 1.782e+01 | trl0 3.277e+00 | nm 1.482e+02 | nmx 4.840e+00 | 
+2025-11-24 12:27:49,022 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00011/00625 | lr 1.440e+00 | atrl 2.355e+01 | trl0 3.246e+00 | nm 1.483e+02 | nmx 5.846e+00 | 
+2025-11-24 12:27:52,761 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00012/00625 | lr 1.440e+00 | atrl 3.474e+01 | trl0 3.225e+00 | nm 1.484e+02 | nmx 8.123e+00 | 
+2025-11-24 12:27:56,501 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00013/00625 | lr 1.440e+00 | atrl 6.609e+01 | trl0 3.329e+00 | nm 1.485e+02 | nmx 1.073e+01 | 
+2025-11-24 12:28:00,240 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00014/00625 | lr 1.440e+00 | atrl 1.189e+02 | trl0 3.232e+00 | nm 1.490e+02 | nmx 1.616e+01 | 
+2025-11-24 12:28:03,982 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00015/00625 | lr 1.440e+00 | atrl 2.744e+02 | trl0 3.301e+00 | nm 1.501e+02 | nmx 2.392e+01 | 
+2025-11-24 12:28:07,723 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00016/00625 | lr 1.440e+00 | atrl 5.284e+02 | trl0 3.307e+00 | nm 1.508e+02 | nmx 2.820e+01 | 
+2025-11-24 12:28:11,462 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00017/00625 | lr 1.440e+00 | atrl 6.644e+02 | trl0 3.216e+00 | nm 1.509e+02 | nmx 2.868e+01 | 
+2025-11-24 12:28:15,201 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00018/00625 | lr 1.440e+00 | atrl 6.512e+02 | trl0 3.278e+00 | nm 1.510e+02 | nmx 2.931e+01 | 
+2025-11-24 12:28:18,942 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00019/00625 | lr 1.440e+00 | atrl 5.996e+02 | trl0 3.246e+00 | nm 1.509e+02 | nmx 2.861e+01 | 
+2025-11-24 12:28:22,682 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00020/00625 | lr 1.440e+00 | atrl 5.335e+02 | trl0 3.285e+00 | nm 1.508e+02 | nmx 2.795e+01 | 
+2025-11-24 12:28:26,428 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00021/00625 | lr 1.440e+00 | atrl 5.112e+02 | trl0 3.271e+00 | nm 1.511e+02 | nmx 2.967e+01 | 
+2025-11-24 12:28:30,166 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00022/00625 | lr 1.440e+00 | atrl 5.849e+02 | trl0 3.336e+00 | nm 1.515e+02 | nmx 3.190e+01 | 
+2025-11-24 12:28:33,905 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00023/00625 | lr 1.440e+00 | atrl 8.199e+02 | trl0 3.210e+00 | nm 1.546e+02 | nmx 4.432e+01 | 
+2025-11-24 12:28:37,645 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00024/00625 | lr 1.440e+00 | atrl 1.845e+03 | trl0 3.257e+00 | nm 1.607e+02 | nmx 6.250e+01 | 
+2025-11-24 12:28:41,385 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00025/00625 | lr 1.440e+00 | atrl 3.846e+03 | trl0 3.322e+00 | nm 1.723e+02 | nmx 8.795e+01 | 
+2025-11-24 12:28:45,126 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00026/00625 | lr 1.440e+00 | atrl 8.097e+03 | trl0 3.255e+00 | nm 2.023e+02 | nmx 1.378e+02 | 
+2025-11-24 12:28:48,865 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00027/00625 | lr 1.440e+00 | atrl 1.974e+04 | trl0 3.293e+00 | nm 2.489e+02 | nmx 1.999e+02 | 
+2025-11-24 12:28:52,604 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00028/00625 | lr 1.440e+00 | atrl 4.028e+04 | trl0 3.230e+00 | nm 3.125e+02 | nmx 2.754e+02 | 
+2025-11-24 12:28:56,344 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 021/100 | step 00029/00625 | lr 1.440e+00 | atrl 7.689e+04 | trl0 3.345e+00 | nm 4.241e+02 | nmx 3.972e+02 | 
+2025-11-24 12:28:56,822 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:28:56,822 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 12:28:56,823 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 12:28:56,823 | INFO | Starting EoS for checkpoint 20
+2025-11-24 12:28:56,823 | INFO | Starting EoS for model resnet50
+2025-11-24 12:28:57,205 | INFO | Model state successfully loaded
+2025-11-24 12:28:57,473 | INFO | Wrapped model with DDP
+2025-11-24 12:28:57,475 | INFO | Current learning rate: 1.2
+2025-11-24 12:28:57,475 | INFO | Original learning rate: 1.2
+2025-11-24 12:28:57,478 | INFO | 🎯 Momentum Information:
+2025-11-24 12:28:57,478 | INFO |   Extracted vectors: 161
+2025-11-24 12:28:57,478 | INFO |   Has momentum state: True
+2025-11-24 12:29:05,024 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00000/00625 | lr 1.200e+00 | atrl 3.276e+00 | trl0 3.276e+00 | nm 1.482e+02 | nmx 1.583e+00 | 
+2025-11-24 12:29:08,763 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00001/00625 | lr 1.200e+00 | atrl 4.590e+00 | trl0 3.329e+00 | nm 1.482e+02 | nmx 1.338e+00 | 
+2025-11-24 12:29:12,501 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00002/00625 | lr 1.200e+00 | atrl 4.177e+00 | trl0 3.342e+00 | nm 1.481e+02 | nmx 1.178e+00 | 
+2025-11-24 12:29:16,241 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00003/00625 | lr 1.200e+00 | atrl 3.955e+00 | trl0 3.275e+00 | nm 1.482e+02 | nmx 1.675e+00 | 
+2025-11-24 12:29:19,978 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00004/00625 | lr 1.200e+00 | atrl 4.707e+00 | trl0 3.298e+00 | nm 1.482e+02 | nmx 1.196e+00 | 
+2025-11-24 12:29:23,718 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00005/00625 | lr 1.200e+00 | atrl 4.040e+00 | trl0 3.314e+00 | nm 1.482e+02 | nmx 1.548e+00 | 
+2025-11-24 12:29:27,457 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00006/00625 | lr 1.200e+00 | atrl 4.546e+00 | trl0 3.289e+00 | nm 1.482e+02 | nmx 1.609e+00 | 
+2025-11-24 12:29:31,194 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00007/00625 | lr 1.200e+00 | atrl 4.615e+00 | trl0 3.279e+00 | nm 1.482e+02 | nmx 1.401e+00 | 
+2025-11-24 12:29:34,932 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00008/00625 | lr 1.200e+00 | atrl 4.304e+00 | trl0 3.258e+00 | nm 1.482e+02 | nmx 1.707e+00 | 
+2025-11-24 12:29:38,672 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00009/00625 | lr 1.200e+00 | atrl 4.795e+00 | trl0 3.298e+00 | nm 1.482e+02 | nmx 1.519e+00 | 
+2025-11-24 12:29:42,410 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00010/00625 | lr 1.200e+00 | atrl 4.443e+00 | trl0 3.277e+00 | nm 1.482e+02 | nmx 1.574e+00 | 
+2025-11-24 12:29:46,150 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00011/00625 | lr 1.200e+00 | atrl 4.530e+00 | trl0 3.246e+00 | nm 1.482e+02 | nmx 1.729e+00 | 
+2025-11-24 12:29:49,890 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00012/00625 | lr 1.200e+00 | atrl 4.779e+00 | trl0 3.225e+00 | nm 1.482e+02 | nmx 1.592e+00 | 
+2025-11-24 12:29:53,632 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00013/00625 | lr 1.200e+00 | atrl 4.701e+00 | trl0 3.329e+00 | nm 1.482e+02 | nmx 1.711e+00 | 
+2025-11-24 12:29:57,373 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00014/00625 | lr 1.200e+00 | atrl 4.722e+00 | trl0 3.232e+00 | nm 1.482e+02 | nmx 1.680e+00 | 
+2025-11-24 12:30:01,115 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00015/00625 | lr 1.200e+00 | atrl 4.717e+00 | trl0 3.301e+00 | nm 1.482e+02 | nmx 1.634e+00 | 
+2025-11-24 12:30:04,858 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00016/00625 | lr 1.200e+00 | atrl 4.723e+00 | trl0 3.307e+00 | nm 1.482e+02 | nmx 1.781e+00 | 
+2025-11-24 12:30:08,598 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00017/00625 | lr 1.200e+00 | atrl 4.872e+00 | trl0 3.216e+00 | nm 1.482e+02 | nmx 1.658e+00 | 
+2025-11-24 12:30:12,337 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00018/00625 | lr 1.200e+00 | atrl 4.666e+00 | trl0 3.278e+00 | nm 1.482e+02 | nmx 1.693e+00 | 
+2025-11-24 12:30:16,076 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00019/00625 | lr 1.200e+00 | atrl 4.734e+00 | trl0 3.246e+00 | nm 1.482e+02 | nmx 1.753e+00 | 
+2025-11-24 12:30:19,817 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00020/00625 | lr 1.200e+00 | atrl 4.910e+00 | trl0 3.285e+00 | nm 1.482e+02 | nmx 1.714e+00 | 
+2025-11-24 12:30:23,557 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00021/00625 | lr 1.200e+00 | atrl 4.845e+00 | trl0 3.271e+00 | nm 1.482e+02 | nmx 1.758e+00 | 
+2025-11-24 12:30:27,297 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00022/00625 | lr 1.200e+00 | atrl 4.941e+00 | trl0 3.336e+00 | nm 1.482e+02 | nmx 1.738e+00 | 
+2025-11-24 12:30:31,036 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00023/00625 | lr 1.200e+00 | atrl 4.752e+00 | trl0 3.210e+00 | nm 1.482e+02 | nmx 1.711e+00 | 
+2025-11-24 12:30:34,775 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00024/00625 | lr 1.200e+00 | atrl 4.753e+00 | trl0 3.257e+00 | nm 1.482e+02 | nmx 1.764e+00 | 
+2025-11-24 12:30:38,514 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00025/00625 | lr 1.200e+00 | atrl 4.895e+00 | trl0 3.322e+00 | nm 1.482e+02 | nmx 1.737e+00 | 
+2025-11-24 12:30:42,252 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00026/00625 | lr 1.200e+00 | atrl 4.818e+00 | trl0 3.255e+00 | nm 1.482e+02 | nmx 1.750e+00 | 
+2025-11-24 12:30:45,990 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00027/00625 | lr 1.200e+00 | atrl 4.847e+00 | trl0 3.293e+00 | nm 1.482e+02 | nmx 1.772e+00 | 
+2025-11-24 12:30:49,728 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00028/00625 | lr 1.200e+00 | atrl 4.826e+00 | trl0 3.230e+00 | nm 1.482e+02 | nmx 1.733e+00 | 
+2025-11-24 12:30:53,467 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 021/100 | step 00029/00625 | lr 1.200e+00 | atrl 4.874e+00 | trl0 3.345e+00 | nm 1.482e+02 | nmx 1.770e+00 | 
+2025-11-24 12:30:53,944 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:30:53,945 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 12:30:53,945 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 12:30:53,945 | INFO | Starting EoS for checkpoint 20
+2025-11-24 12:30:53,945 | INFO | Starting EoS for model resnet50
+2025-11-24 12:30:54,327 | INFO | Model state successfully loaded
+2025-11-24 12:30:54,591 | INFO | Wrapped model with DDP
+2025-11-24 12:30:54,593 | INFO | Current learning rate: 0.9599999999999999
+2025-11-24 12:30:54,593 | INFO | Original learning rate: 1.2
+2025-11-24 12:30:54,596 | INFO | 🎯 Momentum Information:
+2025-11-24 12:30:54,596 | INFO |   Extracted vectors: 161
+2025-11-24 12:30:54,596 | INFO |   Has momentum state: True
+2025-11-24 12:31:01,845 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00000/00625 | lr 9.600e-01 | atrl 3.276e+00 | trl0 3.276e+00 | nm 1.482e+02 | nmx 1.266e+00 | 
+2025-11-24 12:31:05,584 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00001/00625 | lr 9.600e-01 | atrl 4.128e+00 | trl0 3.329e+00 | nm 1.482e+02 | nmx 1.328e+00 | 
+2025-11-24 12:31:09,324 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00002/00625 | lr 9.600e-01 | atrl 4.154e+00 | trl0 3.342e+00 | nm 1.481e+02 | nmx 8.697e-01 | 
+2025-11-24 12:31:13,064 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00003/00625 | lr 9.600e-01 | atrl 3.577e+00 | trl0 3.275e+00 | nm 1.482e+02 | nmx 1.344e+00 | 
+2025-11-24 12:31:16,804 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00004/00625 | lr 9.600e-01 | atrl 4.189e+00 | trl0 3.298e+00 | nm 1.482e+02 | nmx 1.307e+00 | 
+2025-11-24 12:31:20,543 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00005/00625 | lr 9.600e-01 | atrl 4.174e+00 | trl0 3.314e+00 | nm 1.482e+02 | nmx 1.035e+00 | 
+2025-11-24 12:31:24,289 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00006/00625 | lr 9.600e-01 | atrl 3.816e+00 | trl0 3.289e+00 | nm 1.482e+02 | nmx 1.374e+00 | 
+2025-11-24 12:31:28,028 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00007/00625 | lr 9.600e-01 | atrl 4.231e+00 | trl0 3.279e+00 | nm 1.482e+02 | nmx 1.341e+00 | 
+2025-11-24 12:31:31,768 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00008/00625 | lr 9.600e-01 | atrl 4.127e+00 | trl0 3.258e+00 | nm 1.482e+02 | nmx 1.199e+00 | 
+2025-11-24 12:31:35,507 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00009/00625 | lr 9.600e-01 | atrl 3.994e+00 | trl0 3.298e+00 | nm 1.482e+02 | nmx 1.396e+00 | 
+2025-11-24 12:31:39,253 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00010/00625 | lr 9.600e-01 | atrl 4.232e+00 | trl0 3.277e+00 | nm 1.482e+02 | nmx 1.366e+00 | 
+2025-11-24 12:31:42,994 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00011/00625 | lr 9.600e-01 | atrl 4.182e+00 | trl0 3.246e+00 | nm 1.482e+02 | nmx 1.267e+00 | 
+2025-11-24 12:31:46,733 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00012/00625 | lr 9.600e-01 | atrl 4.026e+00 | trl0 3.225e+00 | nm 1.482e+02 | nmx 1.407e+00 | 
+2025-11-24 12:31:50,471 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00013/00625 | lr 9.600e-01 | atrl 4.303e+00 | trl0 3.329e+00 | nm 1.482e+02 | nmx 1.388e+00 | 
+2025-11-24 12:31:54,210 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00014/00625 | lr 9.600e-01 | atrl 4.197e+00 | trl0 3.232e+00 | nm 1.482e+02 | nmx 1.323e+00 | 
+2025-11-24 12:31:57,948 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00015/00625 | lr 9.600e-01 | atrl 4.152e+00 | trl0 3.301e+00 | nm 1.482e+02 | nmx 1.437e+00 | 
+2025-11-24 12:32:01,687 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00016/00625 | lr 9.600e-01 | atrl 4.323e+00 | trl0 3.307e+00 | nm 1.482e+02 | nmx 1.398e+00 | 
+2025-11-24 12:32:05,426 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00017/00625 | lr 9.600e-01 | atrl 4.193e+00 | trl0 3.216e+00 | nm 1.482e+02 | nmx 1.352e+00 | 
+2025-11-24 12:32:09,165 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00018/00625 | lr 9.600e-01 | atrl 4.187e+00 | trl0 3.278e+00 | nm 1.482e+02 | nmx 1.435e+00 | 
+2025-11-24 12:32:12,904 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00019/00625 | lr 9.600e-01 | atrl 4.270e+00 | trl0 3.246e+00 | nm 1.482e+02 | nmx 1.410e+00 | 
+2025-11-24 12:32:16,643 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00020/00625 | lr 9.600e-01 | atrl 4.257e+00 | trl0 3.285e+00 | nm 1.482e+02 | nmx 1.384e+00 | 
+2025-11-24 12:32:20,384 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00021/00625 | lr 9.600e-01 | atrl 4.215e+00 | trl0 3.271e+00 | nm 1.482e+02 | nmx 1.427e+00 | 
+2025-11-24 12:32:24,124 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00022/00625 | lr 9.600e-01 | atrl 4.341e+00 | trl0 3.336e+00 | nm 1.482e+02 | nmx 1.416e+00 | 
+2025-11-24 12:32:27,865 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00023/00625 | lr 9.600e-01 | atrl 4.212e+00 | trl0 3.210e+00 | nm 1.482e+02 | nmx 1.396e+00 | 
+2025-11-24 12:32:31,606 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00024/00625 | lr 9.600e-01 | atrl 4.244e+00 | trl0 3.257e+00 | nm 1.482e+02 | nmx 1.434e+00 | 
+2025-11-24 12:32:35,344 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00025/00625 | lr 9.600e-01 | atrl 4.340e+00 | trl0 3.322e+00 | nm 1.482e+02 | nmx 1.434e+00 | 
+2025-11-24 12:32:39,082 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00026/00625 | lr 9.600e-01 | atrl 4.265e+00 | trl0 3.255e+00 | nm 1.482e+02 | nmx 1.423e+00 | 
+2025-11-24 12:32:42,822 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00027/00625 | lr 9.600e-01 | atrl 4.290e+00 | trl0 3.293e+00 | nm 1.482e+02 | nmx 1.444e+00 | 
+2025-11-24 12:32:46,563 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00028/00625 | lr 9.600e-01 | atrl 4.252e+00 | trl0 3.230e+00 | nm 1.482e+02 | nmx 1.438e+00 | 
+2025-11-24 12:32:50,302 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 021/100 | step 00029/00625 | lr 9.600e-01 | atrl 4.376e+00 | trl0 3.345e+00 | nm 1.482e+02 | nmx 1.422e+00 | 
+2025-11-24 12:32:50,839 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:32:50,839 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 12:32:50,839 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 12:32:50,840 | INFO | Starting EoS for checkpoint 20
+2025-11-24 12:32:50,840 | INFO | Starting EoS for model resnet50
+2025-11-24 12:32:51,222 | INFO | Model state successfully loaded
+2025-11-24 12:32:51,417 | INFO | Wrapped model with DDP
+2025-11-24 12:32:51,419 | INFO | Current learning rate: 0.72
+2025-11-24 12:32:51,419 | INFO | Original learning rate: 1.2
+2025-11-24 12:32:51,422 | INFO | 🎯 Momentum Information:
+2025-11-24 12:32:51,422 | INFO |   Extracted vectors: 161
+2025-11-24 12:32:51,422 | INFO |   Has momentum state: True
+2025-11-24 12:32:58,737 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00000/00625 | lr 7.200e-01 | atrl 3.276e+00 | trl0 3.276e+00 | nm 1.482e+02 | nmx 9.498e-01 | 
+2025-11-24 12:33:02,476 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00001/00625 | lr 7.200e-01 | atrl 3.771e+00 | trl0 3.329e+00 | nm 1.482e+02 | nmx 1.207e+00 | 
+2025-11-24 12:33:06,215 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00002/00625 | lr 7.200e-01 | atrl 4.005e+00 | trl0 3.342e+00 | nm 1.481e+02 | nmx 8.714e-01 | 
+2025-11-24 12:33:09,955 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00003/00625 | lr 7.200e-01 | atrl 3.566e+00 | trl0 3.275e+00 | nm 1.481e+02 | nmx 8.934e-01 | 
+2025-11-24 12:33:13,696 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00004/00625 | lr 7.200e-01 | atrl 3.638e+00 | trl0 3.298e+00 | nm 1.482e+02 | nmx 1.177e+00 | 
+2025-11-24 12:33:17,435 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00005/00625 | lr 7.200e-01 | atrl 3.986e+00 | trl0 3.314e+00 | nm 1.482e+02 | nmx 1.051e+00 | 
+2025-11-24 12:33:21,175 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00006/00625 | lr 7.200e-01 | atrl 3.827e+00 | trl0 3.289e+00 | nm 1.482e+02 | nmx 8.874e-01 | 
+2025-11-24 12:33:24,914 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00007/00625 | lr 7.200e-01 | atrl 3.673e+00 | trl0 3.279e+00 | nm 1.482e+02 | nmx 1.100e+00 | 
+2025-11-24 12:33:28,654 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00008/00625 | lr 7.200e-01 | atrl 3.857e+00 | trl0 3.258e+00 | nm 1.482e+02 | nmx 1.176e+00 | 
+2025-11-24 12:33:32,394 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00009/00625 | lr 7.200e-01 | atrl 3.946e+00 | trl0 3.298e+00 | nm 1.482e+02 | nmx 1.050e+00 | 
+2025-11-24 12:33:36,133 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00010/00625 | lr 7.200e-01 | atrl 3.777e+00 | trl0 3.277e+00 | nm 1.482e+02 | nmx 1.077e+00 | 
+2025-11-24 12:33:39,872 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00011/00625 | lr 7.200e-01 | atrl 3.781e+00 | trl0 3.246e+00 | nm 1.482e+02 | nmx 1.182e+00 | 
+2025-11-24 12:33:43,611 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00012/00625 | lr 7.200e-01 | atrl 3.890e+00 | trl0 3.225e+00 | nm 1.482e+02 | nmx 1.118e+00 | 
+2025-11-24 12:33:47,351 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00013/00625 | lr 7.200e-01 | atrl 3.927e+00 | trl0 3.329e+00 | nm 1.482e+02 | nmx 1.066e+00 | 
+2025-11-24 12:33:51,092 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00014/00625 | lr 7.200e-01 | atrl 3.785e+00 | trl0 3.232e+00 | nm 1.482e+02 | nmx 1.145e+00 | 
+2025-11-24 12:33:54,846 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00015/00625 | lr 7.200e-01 | atrl 3.930e+00 | trl0 3.301e+00 | nm 1.482e+02 | nmx 1.184e+00 | 
+2025-11-24 12:33:58,586 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00016/00625 | lr 7.200e-01 | atrl 3.984e+00 | trl0 3.307e+00 | nm 1.482e+02 | nmx 1.131e+00 | 
+2025-11-24 12:34:02,326 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00017/00625 | lr 7.200e-01 | atrl 3.817e+00 | trl0 3.216e+00 | nm 1.482e+02 | nmx 1.143e+00 | 
+2025-11-24 12:34:06,066 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00018/00625 | lr 7.200e-01 | atrl 3.884e+00 | trl0 3.278e+00 | nm 1.482e+02 | nmx 1.183e+00 | 
+2025-11-24 12:34:09,806 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00019/00625 | lr 7.200e-01 | atrl 3.928e+00 | trl0 3.246e+00 | nm 1.482e+02 | nmx 1.144e+00 | 
+2025-11-24 12:34:13,545 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00020/00625 | lr 7.200e-01 | atrl 3.920e+00 | trl0 3.285e+00 | nm 1.482e+02 | nmx 1.137e+00 | 
+2025-11-24 12:34:17,285 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00021/00625 | lr 7.200e-01 | atrl 3.902e+00 | trl0 3.271e+00 | nm 1.482e+02 | nmx 1.182e+00 | 
+2025-11-24 12:34:21,023 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00022/00625 | lr 7.200e-01 | atrl 3.990e+00 | trl0 3.336e+00 | nm 1.482e+02 | nmx 1.194e+00 | 
+2025-11-24 12:34:24,763 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00023/00625 | lr 7.200e-01 | atrl 3.892e+00 | trl0 3.210e+00 | nm 1.482e+02 | nmx 1.159e+00 | 
+2025-11-24 12:34:28,502 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00024/00625 | lr 7.200e-01 | atrl 3.902e+00 | trl0 3.257e+00 | nm 1.482e+02 | nmx 1.164e+00 | 
+2025-11-24 12:34:32,242 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00025/00625 | lr 7.200e-01 | atrl 3.980e+00 | trl0 3.322e+00 | nm 1.482e+02 | nmx 1.190e+00 | 
+2025-11-24 12:34:35,984 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00026/00625 | lr 7.200e-01 | atrl 3.951e+00 | trl0 3.255e+00 | nm 1.482e+02 | nmx 1.188e+00 | 
+2025-11-24 12:34:39,723 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00027/00625 | lr 7.200e-01 | atrl 3.965e+00 | trl0 3.293e+00 | nm 1.482e+02 | nmx 1.199e+00 | 
+2025-11-24 12:34:43,464 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00028/00625 | lr 7.200e-01 | atrl 3.914e+00 | trl0 3.230e+00 | nm 1.482e+02 | nmx 1.204e+00 | 
+2025-11-24 12:34:47,205 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 021/100 | step 00029/00625 | lr 7.200e-01 | atrl 4.023e+00 | trl0 3.345e+00 | nm 1.482e+02 | nmx 1.208e+00 | 

stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-24/train.jsonl

@@ -0,0 +1,150 @@
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stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-24/train.log

@@ -0,0 +1,211 @@
+2025-11-24 12:35:00,192 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 12:35:02,526 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:35:02,526 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 12:35:02,526 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 12:35:02,527 | INFO | Starting EoS for checkpoint 24
+2025-11-24 12:35:02,527 | INFO | Starting EoS for model resnet50
+2025-11-24 12:35:03,011 | INFO | Model state successfully loaded
+2025-11-24 12:35:04,336 | INFO | Wrapped model with DDP
+2025-11-24 12:35:04,338 | INFO | Current learning rate: 1.68
+2025-11-24 12:35:04,338 | INFO | Original learning rate: 1.2
+2025-11-24 12:35:04,363 | INFO | 🎯 Momentum Information:
+2025-11-24 12:35:04,363 | INFO |   Extracted vectors: 161
+2025-11-24 12:35:04,363 | INFO |   Has momentum state: True
+2025-11-24 12:35:13,025 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00000/00625 | lr 1.680e+00 | atrl 3.303e+00 | trl0 3.303e+00 | nm 1.489e+02 | nmx 2.190e+00 | 
+2025-11-24 12:35:16,841 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00001/00625 | lr 1.680e+00 | atrl 5.640e+00 | trl0 3.216e+00 | nm 1.489e+02 | nmx 1.158e+00 | 
+2025-11-24 12:35:20,581 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00002/00625 | lr 1.680e+00 | atrl 3.866e+00 | trl0 3.208e+00 | nm 1.489e+02 | nmx 2.118e+00 | 
+2025-11-24 12:35:24,323 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00003/00625 | lr 1.680e+00 | atrl 5.560e+00 | trl0 3.218e+00 | nm 1.489e+02 | nmx 1.588e+00 | 
+2025-11-24 12:35:28,073 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00004/00625 | lr 1.680e+00 | atrl 4.623e+00 | trl0 3.263e+00 | nm 1.489e+02 | nmx 2.090e+00 | 
+2025-11-24 12:35:31,814 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00005/00625 | lr 1.680e+00 | atrl 5.588e+00 | trl0 3.234e+00 | nm 1.489e+02 | nmx 1.961e+00 | 
+2025-11-24 12:35:35,554 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00006/00625 | lr 1.680e+00 | atrl 5.346e+00 | trl0 3.250e+00 | nm 1.489e+02 | nmx 2.177e+00 | 
+2025-11-24 12:35:39,297 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00007/00625 | lr 1.680e+00 | atrl 6.158e+00 | trl0 3.251e+00 | nm 1.489e+02 | nmx 2.601e+00 | 
+2025-11-24 12:35:43,087 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00008/00625 | lr 1.680e+00 | atrl 7.849e+00 | trl0 3.252e+00 | nm 1.489e+02 | nmx 3.122e+00 | 
+2025-11-24 12:35:46,828 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00009/00625 | lr 1.680e+00 | atrl 1.113e+01 | trl0 3.168e+00 | nm 1.489e+02 | nmx 4.573e+00 | 
+2025-11-24 12:35:50,572 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00010/00625 | lr 1.680e+00 | atrl 2.225e+01 | trl0 3.224e+00 | nm 1.490e+02 | nmx 7.305e+00 | 
+2025-11-24 12:35:54,312 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00011/00625 | lr 1.680e+00 | atrl 5.574e+01 | trl0 3.205e+00 | nm 1.494e+02 | nmx 1.232e+01 | 
+2025-11-24 12:35:58,056 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00012/00625 | lr 1.680e+00 | atrl 1.572e+02 | trl0 3.267e+00 | nm 1.504e+02 | nmx 2.160e+01 | 
+2025-11-24 12:36:01,797 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00013/00625 | lr 1.680e+00 | atrl 4.817e+02 | trl0 3.227e+00 | nm 1.536e+02 | nmx 3.785e+01 | 
+2025-11-24 12:36:05,547 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00014/00625 | lr 1.680e+00 | atrl 1.438e+03 | trl0 3.196e+00 | nm 1.612e+02 | nmx 6.196e+01 | 
+2025-11-24 12:36:09,290 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00015/00625 | lr 1.680e+00 | atrl 3.897e+03 | trl0 3.197e+00 | nm 1.820e+02 | nmx 1.046e+02 | 
+2025-11-24 12:36:13,032 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00016/00625 | lr 1.680e+00 | atrl 1.088e+04 | trl0 3.197e+00 | nm 2.249e+02 | nmx 1.686e+02 | 
+2025-11-24 12:36:16,773 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00017/00625 | lr 1.680e+00 | atrl 2.784e+04 | trl0 3.237e+00 | nm 3.070e+02 | nmx 2.684e+02 | 
+2025-11-24 12:36:20,516 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00018/00625 | lr 1.680e+00 | atrl 7.501e+04 | trl0 3.284e+00 | nm 5.050e+02 | nmx 4.826e+02 | 
+2025-11-24 12:36:24,258 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00019/00625 | lr 1.680e+00 | atrl 2.419e+05 | trl0 3.234e+00 | nm 8.614e+02 | nmx 8.484e+02 | 
+2025-11-24 12:36:27,998 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00020/00625 | lr 1.680e+00 | atrl 7.308e+05 | trl0 3.273e+00 | nm 1.442e+03 | nmx 1.434e+03 | 
+2025-11-24 12:36:31,739 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00021/00625 | lr 1.680e+00 | atrl 2.017e+06 | trl0 3.264e+00 | nm 2.338e+03 | nmx 2.333e+03 | 
+2025-11-24 12:36:35,480 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00022/00625 | lr 1.680e+00 | atrl 5.081e+06 | trl0 3.329e+00 | nm 3.407e+03 | nmx 3.403e+03 | 
+2025-11-24 12:36:39,221 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00023/00625 | lr 1.680e+00 | atrl 1.147e+07 | trl0 3.259e+00 | nm 5.689e+03 | nmx 5.687e+03 | 
+2025-11-24 12:36:42,961 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00024/00625 | lr 1.680e+00 | atrl 3.345e+07 | trl0 3.271e+00 | nm 1.025e+04 | nmx 1.024e+04 | 
+2025-11-24 12:36:46,702 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00025/00625 | lr 1.680e+00 | atrl 1.075e+08 | trl0 3.252e+00 | nm 1.775e+04 | nmx 1.775e+04 | 
+2025-11-24 12:36:50,441 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00026/00625 | lr 1.680e+00 | atrl 3.190e+08 | trl0 3.244e+00 | nm 2.979e+04 | nmx 2.979e+04 | 
+2025-11-24 12:36:54,180 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00027/00625 | lr 1.680e+00 | atrl 9.325e+08 | trl0 3.176e+00 | nm 5.452e+04 | nmx 5.452e+04 | 
+2025-11-24 12:36:57,921 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00028/00625 | lr 1.680e+00 | atrl 2.958e+09 | trl0 3.239e+00 | nm 8.796e+04 | nmx 8.796e+04 | 
+2025-11-24 12:37:01,662 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 025/100 | step 00029/00625 | lr 1.680e+00 | atrl 7.058e+09 | trl0 3.222e+00 | nm 1.191e+05 | nmx 1.191e+05 | 
+2025-11-24 12:37:02,011 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:37:02,011 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 12:37:02,011 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 12:37:02,011 | INFO | Starting EoS for checkpoint 24
+2025-11-24 12:37:02,011 | INFO | Starting EoS for model resnet50
+2025-11-24 12:37:02,396 | INFO | Model state successfully loaded
+2025-11-24 12:37:02,583 | INFO | Wrapped model with DDP
+2025-11-24 12:37:02,585 | INFO | Current learning rate: 1.44
+2025-11-24 12:37:02,586 | INFO | Original learning rate: 1.2
+2025-11-24 12:37:02,671 | INFO | 🎯 Momentum Information:
+2025-11-24 12:37:02,671 | INFO |   Extracted vectors: 161
+2025-11-24 12:37:02,672 | INFO |   Has momentum state: True
+2025-11-24 12:37:10,438 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00000/00625 | lr 1.440e+00 | atrl 3.303e+00 | trl0 3.303e+00 | nm 1.489e+02 | nmx 1.877e+00 | 
+2025-11-24 12:37:14,178 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00001/00625 | lr 1.440e+00 | atrl 4.985e+00 | trl0 3.216e+00 | nm 1.489e+02 | nmx 1.210e+00 | 
+2025-11-24 12:37:17,918 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00002/00625 | lr 1.440e+00 | atrl 3.886e+00 | trl0 3.208e+00 | nm 1.489e+02 | nmx 1.609e+00 | 
+2025-11-24 12:37:21,659 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00003/00625 | lr 1.440e+00 | atrl 4.529e+00 | trl0 3.218e+00 | nm 1.489e+02 | nmx 1.671e+00 | 
+2025-11-24 12:37:25,401 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00004/00625 | lr 1.440e+00 | atrl 4.680e+00 | trl0 3.263e+00 | nm 1.489e+02 | nmx 1.407e+00 | 
+2025-11-24 12:37:29,140 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00005/00625 | lr 1.440e+00 | atrl 4.255e+00 | trl0 3.234e+00 | nm 1.489e+02 | nmx 1.885e+00 | 
+2025-11-24 12:37:32,880 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00006/00625 | lr 1.440e+00 | atrl 5.030e+00 | trl0 3.250e+00 | nm 1.489e+02 | nmx 1.493e+00 | 
+2025-11-24 12:37:36,621 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00007/00625 | lr 1.440e+00 | atrl 4.422e+00 | trl0 3.251e+00 | nm 1.489e+02 | nmx 1.889e+00 | 
+2025-11-24 12:37:40,361 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00008/00625 | lr 1.440e+00 | atrl 5.102e+00 | trl0 3.252e+00 | nm 1.489e+02 | nmx 1.687e+00 | 
+2025-11-24 12:37:44,101 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00009/00625 | lr 1.440e+00 | atrl 4.622e+00 | trl0 3.168e+00 | nm 1.489e+02 | nmx 1.760e+00 | 
+2025-11-24 12:37:47,841 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00010/00625 | lr 1.440e+00 | atrl 4.813e+00 | trl0 3.224e+00 | nm 1.489e+02 | nmx 1.862e+00 | 
+2025-11-24 12:37:51,579 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00011/00625 | lr 1.440e+00 | atrl 4.941e+00 | trl0 3.205e+00 | nm 1.489e+02 | nmx 1.711e+00 | 
+2025-11-24 12:37:55,318 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00012/00625 | lr 1.440e+00 | atrl 4.758e+00 | trl0 3.267e+00 | nm 1.489e+02 | nmx 1.908e+00 | 
+2025-11-24 12:37:59,059 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00013/00625 | lr 1.440e+00 | atrl 5.105e+00 | trl0 3.227e+00 | nm 1.489e+02 | nmx 1.772e+00 | 
+2025-11-24 12:38:02,798 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00014/00625 | lr 1.440e+00 | atrl 4.821e+00 | trl0 3.196e+00 | nm 1.489e+02 | nmx 1.890e+00 | 
+2025-11-24 12:38:06,538 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00015/00625 | lr 1.440e+00 | atrl 5.007e+00 | trl0 3.197e+00 | nm 1.489e+02 | nmx 1.848e+00 | 
+2025-11-24 12:38:10,277 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00016/00625 | lr 1.440e+00 | atrl 4.925e+00 | trl0 3.197e+00 | nm 1.489e+02 | nmx 1.865e+00 | 
+2025-11-24 12:38:14,018 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00017/00625 | lr 1.440e+00 | atrl 5.050e+00 | trl0 3.237e+00 | nm 1.489e+02 | nmx 1.931e+00 | 
+2025-11-24 12:38:17,757 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00018/00625 | lr 1.440e+00 | atrl 5.228e+00 | trl0 3.284e+00 | nm 1.489e+02 | nmx 1.895e+00 | 
+2025-11-24 12:38:21,499 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00019/00625 | lr 1.440e+00 | atrl 5.106e+00 | trl0 3.234e+00 | nm 1.489e+02 | nmx 1.954e+00 | 
+2025-11-24 12:38:25,238 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00020/00625 | lr 1.440e+00 | atrl 5.285e+00 | trl0 3.273e+00 | nm 1.489e+02 | nmx 1.926e+00 | 
+2025-11-24 12:38:28,976 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00021/00625 | lr 1.440e+00 | atrl 5.199e+00 | trl0 3.264e+00 | nm 1.489e+02 | nmx 1.947e+00 | 
+2025-11-24 12:38:32,715 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00022/00625 | lr 1.440e+00 | atrl 5.252e+00 | trl0 3.329e+00 | nm 1.489e+02 | nmx 1.951e+00 | 
+2025-11-24 12:38:36,454 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00023/00625 | lr 1.440e+00 | atrl 5.182e+00 | trl0 3.259e+00 | nm 1.489e+02 | nmx 1.958e+00 | 
+2025-11-24 12:38:40,193 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00024/00625 | lr 1.440e+00 | atrl 5.309e+00 | trl0 3.271e+00 | nm 1.489e+02 | nmx 1.996e+00 | 
+2025-11-24 12:38:43,932 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00025/00625 | lr 1.440e+00 | atrl 5.366e+00 | trl0 3.252e+00 | nm 1.489e+02 | nmx 1.991e+00 | 
+2025-11-24 12:38:47,672 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00026/00625 | lr 1.440e+00 | atrl 5.332e+00 | trl0 3.244e+00 | nm 1.489e+02 | nmx 1.985e+00 | 
+2025-11-24 12:38:51,411 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00027/00625 | lr 1.440e+00 | atrl 5.248e+00 | trl0 3.176e+00 | nm 1.489e+02 | nmx 2.033e+00 | 
+2025-11-24 12:38:55,150 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00028/00625 | lr 1.440e+00 | atrl 5.384e+00 | trl0 3.239e+00 | nm 1.489e+02 | nmx 1.986e+00 | 
+2025-11-24 12:38:58,888 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 025/100 | step 00029/00625 | lr 1.440e+00 | atrl 5.214e+00 | trl0 3.222e+00 | nm 1.489e+02 | nmx 2.016e+00 | 
+2025-11-24 12:38:59,320 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:38:59,321 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 12:38:59,321 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 12:38:59,321 | INFO | Starting EoS for checkpoint 24
+2025-11-24 12:38:59,321 | INFO | Starting EoS for model resnet50
+2025-11-24 12:38:59,701 | INFO | Model state successfully loaded
+2025-11-24 12:39:00,052 | INFO | Wrapped model with DDP
+2025-11-24 12:39:00,055 | INFO | Current learning rate: 1.2
+2025-11-24 12:39:00,055 | INFO | Original learning rate: 1.2
+2025-11-24 12:39:00,058 | INFO | 🎯 Momentum Information:
+2025-11-24 12:39:00,058 | INFO |   Extracted vectors: 161
+2025-11-24 12:39:00,058 | INFO |   Has momentum state: True
+2025-11-24 12:39:07,478 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00000/00625 | lr 1.200e+00 | atrl 3.303e+00 | trl0 3.303e+00 | nm 1.489e+02 | nmx 1.564e+00 | 
+2025-11-24 12:39:11,216 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00001/00625 | lr 1.200e+00 | atrl 4.434e+00 | trl0 3.216e+00 | nm 1.489e+02 | nmx 1.291e+00 | 
+2025-11-24 12:39:14,955 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00002/00625 | lr 1.200e+00 | atrl 3.978e+00 | trl0 3.208e+00 | nm 1.489e+02 | nmx 1.113e+00 | 
+2025-11-24 12:39:18,696 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00003/00625 | lr 1.200e+00 | atrl 3.803e+00 | trl0 3.218e+00 | nm 1.489e+02 | nmx 1.631e+00 | 
+2025-11-24 12:39:22,436 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00004/00625 | lr 1.200e+00 | atrl 4.600e+00 | trl0 3.263e+00 | nm 1.489e+02 | nmx 1.145e+00 | 
+2025-11-24 12:39:26,175 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00005/00625 | lr 1.200e+00 | atrl 3.887e+00 | trl0 3.234e+00 | nm 1.489e+02 | nmx 1.489e+00 | 
+2025-11-24 12:39:29,914 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00006/00625 | lr 1.200e+00 | atrl 4.354e+00 | trl0 3.250e+00 | nm 1.489e+02 | nmx 1.548e+00 | 
+2025-11-24 12:39:33,652 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00007/00625 | lr 1.200e+00 | atrl 4.428e+00 | trl0 3.251e+00 | nm 1.489e+02 | nmx 1.309e+00 | 
+2025-11-24 12:39:37,392 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00008/00625 | lr 1.200e+00 | atrl 4.097e+00 | trl0 3.252e+00 | nm 1.489e+02 | nmx 1.642e+00 | 
+2025-11-24 12:39:41,131 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00009/00625 | lr 1.200e+00 | atrl 4.519e+00 | trl0 3.168e+00 | nm 1.489e+02 | nmx 1.445e+00 | 
+2025-11-24 12:39:44,871 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00010/00625 | lr 1.200e+00 | atrl 4.275e+00 | trl0 3.224e+00 | nm 1.489e+02 | nmx 1.503e+00 | 
+2025-11-24 12:39:48,611 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00011/00625 | lr 1.200e+00 | atrl 4.350e+00 | trl0 3.205e+00 | nm 1.489e+02 | nmx 1.637e+00 | 
+2025-11-24 12:39:52,351 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00012/00625 | lr 1.200e+00 | atrl 4.599e+00 | trl0 3.267e+00 | nm 1.489e+02 | nmx 1.479e+00 | 
+2025-11-24 12:39:56,092 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00013/00625 | lr 1.200e+00 | atrl 4.311e+00 | trl0 3.227e+00 | nm 1.489e+02 | nmx 1.606e+00 | 
+2025-11-24 12:39:59,831 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00014/00625 | lr 1.200e+00 | atrl 4.494e+00 | trl0 3.196e+00 | nm 1.489e+02 | nmx 1.582e+00 | 
+2025-11-24 12:40:03,572 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00015/00625 | lr 1.200e+00 | atrl 4.479e+00 | trl0 3.197e+00 | nm 1.489e+02 | nmx 1.544e+00 | 
+2025-11-24 12:40:07,311 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00016/00625 | lr 1.200e+00 | atrl 4.400e+00 | trl0 3.197e+00 | nm 1.489e+02 | nmx 1.653e+00 | 
+2025-11-24 12:40:11,051 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00017/00625 | lr 1.200e+00 | atrl 4.591e+00 | trl0 3.237e+00 | nm 1.489e+02 | nmx 1.570e+00 | 
+2025-11-24 12:40:14,791 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00018/00625 | lr 1.200e+00 | atrl 4.529e+00 | trl0 3.284e+00 | nm 1.489e+02 | nmx 1.609e+00 | 
+2025-11-24 12:40:18,531 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00019/00625 | lr 1.200e+00 | atrl 4.526e+00 | trl0 3.234e+00 | nm 1.489e+02 | nmx 1.650e+00 | 
+2025-11-24 12:40:22,270 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00020/00625 | lr 1.200e+00 | atrl 4.672e+00 | trl0 3.273e+00 | nm 1.489e+02 | nmx 1.598e+00 | 
+2025-11-24 12:40:26,008 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00021/00625 | lr 1.200e+00 | atrl 4.553e+00 | trl0 3.264e+00 | nm 1.489e+02 | nmx 1.677e+00 | 
+2025-11-24 12:40:29,748 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00022/00625 | lr 1.200e+00 | atrl 4.735e+00 | trl0 3.329e+00 | nm 1.489e+02 | nmx 1.655e+00 | 
+2025-11-24 12:40:33,487 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00023/00625 | lr 1.200e+00 | atrl 4.649e+00 | trl0 3.259e+00 | nm 1.489e+02 | nmx 1.647e+00 | 
+2025-11-24 12:40:37,226 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00024/00625 | lr 1.200e+00 | atrl 4.653e+00 | trl0 3.271e+00 | nm 1.489e+02 | nmx 1.684e+00 | 
+2025-11-24 12:40:40,967 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00025/00625 | lr 1.200e+00 | atrl 4.691e+00 | trl0 3.252e+00 | nm 1.489e+02 | nmx 1.661e+00 | 
+2025-11-24 12:40:44,705 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00026/00625 | lr 1.200e+00 | atrl 4.664e+00 | trl0 3.244e+00 | nm 1.489e+02 | nmx 1.672e+00 | 
+2025-11-24 12:40:48,444 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00027/00625 | lr 1.200e+00 | atrl 4.634e+00 | trl0 3.176e+00 | nm 1.489e+02 | nmx 1.674e+00 | 
+2025-11-24 12:40:52,183 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00028/00625 | lr 1.200e+00 | atrl 4.680e+00 | trl0 3.239e+00 | nm 1.489e+02 | nmx 1.704e+00 | 
+2025-11-24 12:40:55,922 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 025/100 | step 00029/00625 | lr 1.200e+00 | atrl 4.699e+00 | trl0 3.222e+00 | nm 1.489e+02 | nmx 1.681e+00 | 
+2025-11-24 12:40:56,408 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:40:56,408 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 12:40:56,408 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 12:40:56,408 | INFO | Starting EoS for checkpoint 24
+2025-11-24 12:40:56,408 | INFO | Starting EoS for model resnet50
+2025-11-24 12:40:56,792 | INFO | Model state successfully loaded
+2025-11-24 12:40:57,051 | INFO | Wrapped model with DDP
+2025-11-24 12:40:57,053 | INFO | Current learning rate: 0.9599999999999999
+2025-11-24 12:40:57,053 | INFO | Original learning rate: 1.2
+2025-11-24 12:40:57,056 | INFO | 🎯 Momentum Information:
+2025-11-24 12:40:57,056 | INFO |   Extracted vectors: 161
+2025-11-24 12:40:57,057 | INFO |   Has momentum state: True
+2025-11-24 12:41:04,357 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00000/00625 | lr 9.600e-01 | atrl 3.303e+00 | trl0 3.303e+00 | nm 1.489e+02 | nmx 1.251e+00 | 
+2025-11-24 12:41:08,098 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00001/00625 | lr 9.600e-01 | atrl 3.985e+00 | trl0 3.216e+00 | nm 1.489e+02 | nmx 1.299e+00 | 
+2025-11-24 12:41:11,837 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00002/00625 | lr 9.600e-01 | atrl 3.991e+00 | trl0 3.208e+00 | nm 1.489e+02 | nmx 8.173e-01 | 
+2025-11-24 12:41:15,577 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00003/00625 | lr 9.600e-01 | atrl 3.481e+00 | trl0 3.218e+00 | nm 1.489e+02 | nmx 1.312e+00 | 
+2025-11-24 12:41:19,316 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00004/00625 | lr 9.600e-01 | atrl 4.105e+00 | trl0 3.263e+00 | nm 1.489e+02 | nmx 1.271e+00 | 
+2025-11-24 12:41:23,055 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00005/00625 | lr 9.600e-01 | atrl 4.042e+00 | trl0 3.234e+00 | nm 1.489e+02 | nmx 9.981e-01 | 
+2025-11-24 12:41:26,794 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00006/00625 | lr 9.600e-01 | atrl 3.736e+00 | trl0 3.250e+00 | nm 1.489e+02 | nmx 1.349e+00 | 
+2025-11-24 12:41:30,534 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00007/00625 | lr 9.600e-01 | atrl 4.139e+00 | trl0 3.251e+00 | nm 1.489e+02 | nmx 1.320e+00 | 
+2025-11-24 12:41:34,272 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00008/00625 | lr 9.600e-01 | atrl 4.103e+00 | trl0 3.252e+00 | nm 1.489e+02 | nmx 1.150e+00 | 
+2025-11-24 12:41:38,009 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00009/00625 | lr 9.600e-01 | atrl 3.797e+00 | trl0 3.168e+00 | nm 1.489e+02 | nmx 1.382e+00 | 
+2025-11-24 12:41:41,750 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00010/00625 | lr 9.600e-01 | atrl 4.181e+00 | trl0 3.224e+00 | nm 1.489e+02 | nmx 1.319e+00 | 
+2025-11-24 12:41:45,490 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00011/00625 | lr 9.600e-01 | atrl 4.055e+00 | trl0 3.205e+00 | nm 1.489e+02 | nmx 1.237e+00 | 
+2025-11-24 12:41:49,228 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00012/00625 | lr 9.600e-01 | atrl 4.038e+00 | trl0 3.267e+00 | nm 1.489e+02 | nmx 1.393e+00 | 
+2025-11-24 12:41:52,967 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00013/00625 | lr 9.600e-01 | atrl 4.181e+00 | trl0 3.227e+00 | nm 1.489e+02 | nmx 1.366e+00 | 
+2025-11-24 12:41:56,708 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00014/00625 | lr 9.600e-01 | atrl 4.102e+00 | trl0 3.196e+00 | nm 1.489e+02 | nmx 1.290e+00 | 
+2025-11-24 12:42:00,446 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00015/00625 | lr 9.600e-01 | atrl 4.034e+00 | trl0 3.197e+00 | nm 1.489e+02 | nmx 1.385e+00 | 
+2025-11-24 12:42:04,185 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00016/00625 | lr 9.600e-01 | atrl 4.164e+00 | trl0 3.197e+00 | nm 1.489e+02 | nmx 1.371e+00 | 
+2025-11-24 12:42:07,925 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00017/00625 | lr 9.600e-01 | atrl 4.175e+00 | trl0 3.237e+00 | nm 1.489e+02 | nmx 1.339e+00 | 
+2025-11-24 12:42:11,665 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00018/00625 | lr 9.600e-01 | atrl 4.174e+00 | trl0 3.284e+00 | nm 1.489e+02 | nmx 1.404e+00 | 
+2025-11-24 12:42:15,407 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00019/00625 | lr 9.600e-01 | atrl 4.190e+00 | trl0 3.234e+00 | nm 1.489e+02 | nmx 1.385e+00 | 
+2025-11-24 12:42:19,146 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00020/00625 | lr 9.600e-01 | atrl 4.240e+00 | trl0 3.273e+00 | nm 1.489e+02 | nmx 1.341e+00 | 
+2025-11-24 12:42:22,885 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00021/00625 | lr 9.600e-01 | atrl 4.171e+00 | trl0 3.264e+00 | nm 1.489e+02 | nmx 1.428e+00 | 
+2025-11-24 12:42:26,623 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00022/00625 | lr 9.600e-01 | atrl 4.337e+00 | trl0 3.329e+00 | nm 1.489e+02 | nmx 1.424e+00 | 
+2025-11-24 12:42:30,366 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00023/00625 | lr 9.600e-01 | atrl 4.242e+00 | trl0 3.259e+00 | nm 1.489e+02 | nmx 1.385e+00 | 
+2025-11-24 12:42:34,108 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00024/00625 | lr 9.600e-01 | atrl 4.223e+00 | trl0 3.271e+00 | nm 1.489e+02 | nmx 1.423e+00 | 
+2025-11-24 12:42:37,846 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00025/00625 | lr 9.600e-01 | atrl 4.283e+00 | trl0 3.252e+00 | nm 1.489e+02 | nmx 1.408e+00 | 
+2025-11-24 12:42:41,587 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00026/00625 | lr 9.600e-01 | atrl 4.239e+00 | trl0 3.244e+00 | nm 1.489e+02 | nmx 1.410e+00 | 
+2025-11-24 12:42:45,329 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00027/00625 | lr 9.600e-01 | atrl 4.185e+00 | trl0 3.176e+00 | nm 1.489e+02 | nmx 1.418e+00 | 
+2025-11-24 12:42:49,071 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00028/00625 | lr 9.600e-01 | atrl 4.240e+00 | trl0 3.239e+00 | nm 1.489e+02 | nmx 1.417e+00 | 
+2025-11-24 12:42:52,810 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 025/100 | step 00029/00625 | lr 9.600e-01 | atrl 4.217e+00 | trl0 3.222e+00 | nm 1.489e+02 | nmx 1.413e+00 | 
+2025-11-24 12:42:53,355 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:42:53,355 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 12:42:53,355 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 12:42:53,355 | INFO | Starting EoS for checkpoint 24
+2025-11-24 12:42:53,355 | INFO | Starting EoS for model resnet50
+2025-11-24 12:42:53,737 | INFO | Model state successfully loaded
+2025-11-24 12:42:53,948 | INFO | Wrapped model with DDP
+2025-11-24 12:42:53,951 | INFO | Current learning rate: 0.72
+2025-11-24 12:42:53,951 | INFO | Original learning rate: 1.2
+2025-11-24 12:42:53,954 | INFO | 🎯 Momentum Information:
+2025-11-24 12:42:53,954 | INFO |   Extracted vectors: 161
+2025-11-24 12:42:53,954 | INFO |   Has momentum state: True
+2025-11-24 12:43:01,321 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00000/00625 | lr 7.200e-01 | atrl 3.303e+00 | trl0 3.303e+00 | nm 1.489e+02 | nmx 9.385e-01 | 
+2025-11-24 12:43:05,061 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00001/00625 | lr 7.200e-01 | atrl 3.638e+00 | trl0 3.216e+00 | nm 1.489e+02 | nmx 1.188e+00 | 
+2025-11-24 12:43:08,800 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00002/00625 | lr 7.200e-01 | atrl 3.861e+00 | trl0 3.208e+00 | nm 1.489e+02 | nmx 8.312e-01 | 
+2025-11-24 12:43:12,539 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00003/00625 | lr 7.200e-01 | atrl 3.478e+00 | trl0 3.218e+00 | nm 1.489e+02 | nmx 8.596e-01 | 
+2025-11-24 12:43:16,278 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00004/00625 | lr 7.200e-01 | atrl 3.577e+00 | trl0 3.263e+00 | nm 1.489e+02 | nmx 1.158e+00 | 
+2025-11-24 12:43:20,018 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00005/00625 | lr 7.200e-01 | atrl 3.888e+00 | trl0 3.234e+00 | nm 1.489e+02 | nmx 1.026e+00 | 
+2025-11-24 12:43:23,758 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00006/00625 | lr 7.200e-01 | atrl 3.766e+00 | trl0 3.250e+00 | nm 1.489e+02 | nmx 8.638e-01 | 
+2025-11-24 12:43:27,498 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00007/00625 | lr 7.200e-01 | atrl 3.602e+00 | trl0 3.251e+00 | nm 1.489e+02 | nmx 1.094e+00 | 
+2025-11-24 12:43:31,238 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00008/00625 | lr 7.200e-01 | atrl 3.825e+00 | trl0 3.252e+00 | nm 1.489e+02 | nmx 1.161e+00 | 
+2025-11-24 12:43:34,978 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00009/00625 | lr 7.200e-01 | atrl 3.800e+00 | trl0 3.168e+00 | nm 1.489e+02 | nmx 1.014e+00 | 
+2025-11-24 12:43:38,718 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00010/00625 | lr 7.200e-01 | atrl 3.700e+00 | trl0 3.224e+00 | nm 1.489e+02 | nmx 1.043e+00 | 
+2025-11-24 12:43:42,458 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00011/00625 | lr 7.200e-01 | atrl 3.713e+00 | trl0 3.205e+00 | nm 1.489e+02 | nmx 1.161e+00 | 
+2025-11-24 12:43:46,199 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00012/00625 | lr 7.200e-01 | atrl 3.920e+00 | trl0 3.267e+00 | nm 1.489e+02 | nmx 1.098e+00 | 
+2025-11-24 12:43:49,937 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00013/00625 | lr 7.200e-01 | atrl 3.797e+00 | trl0 3.227e+00 | nm 1.489e+02 | nmx 1.045e+00 | 
+2025-11-24 12:43:53,678 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00014/00625 | lr 7.200e-01 | atrl 3.725e+00 | trl0 3.196e+00 | nm 1.489e+02 | nmx 1.124e+00 | 
+2025-11-24 12:43:57,418 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00015/00625 | lr 7.200e-01 | atrl 3.803e+00 | trl0 3.197e+00 | nm 1.489e+02 | nmx 1.155e+00 | 
+2025-11-24 12:44:01,157 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00016/00625 | lr 7.200e-01 | atrl 3.828e+00 | trl0 3.197e+00 | nm 1.489e+02 | nmx 1.102e+00 | 
+2025-11-24 12:44:04,897 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00017/00625 | lr 7.200e-01 | atrl 3.811e+00 | trl0 3.237e+00 | nm 1.489e+02 | nmx 1.116e+00 | 
+2025-11-24 12:44:08,638 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00018/00625 | lr 7.200e-01 | atrl 3.883e+00 | trl0 3.284e+00 | nm 1.489e+02 | nmx 1.161e+00 | 
+2025-11-24 12:44:12,378 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00019/00625 | lr 7.200e-01 | atrl 3.877e+00 | trl0 3.234e+00 | nm 1.489e+02 | nmx 1.146e+00 | 
+2025-11-24 12:44:16,119 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00020/00625 | lr 7.200e-01 | atrl 3.919e+00 | trl0 3.273e+00 | nm 1.489e+02 | nmx 1.112e+00 | 
+2025-11-24 12:44:19,859 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00021/00625 | lr 7.200e-01 | atrl 3.864e+00 | trl0 3.264e+00 | nm 1.489e+02 | nmx 1.156e+00 | 
+2025-11-24 12:44:23,599 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00022/00625 | lr 7.200e-01 | atrl 3.979e+00 | trl0 3.329e+00 | nm 1.489e+02 | nmx 1.180e+00 | 
+2025-11-24 12:44:27,338 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00023/00625 | lr 7.200e-01 | atrl 3.929e+00 | trl0 3.259e+00 | nm 1.489e+02 | nmx 1.161e+00 | 
+2025-11-24 12:44:31,080 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00024/00625 | lr 7.200e-01 | atrl 3.926e+00 | trl0 3.271e+00 | nm 1.489e+02 | nmx 1.160e+00 | 
+2025-11-24 12:44:34,821 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00025/00625 | lr 7.200e-01 | atrl 3.895e+00 | trl0 3.252e+00 | nm 1.489e+02 | nmx 1.176e+00 | 
+2025-11-24 12:44:38,561 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00026/00625 | lr 7.200e-01 | atrl 3.919e+00 | trl0 3.244e+00 | nm 1.489e+02 | nmx 1.164e+00 | 
+2025-11-24 12:44:42,300 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00027/00625 | lr 7.200e-01 | atrl 3.838e+00 | trl0 3.176e+00 | nm 1.489e+02 | nmx 1.146e+00 | 
+2025-11-24 12:44:46,040 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00028/00625 | lr 7.200e-01 | atrl 3.881e+00 | trl0 3.239e+00 | nm 1.489e+02 | nmx 1.167e+00 | 
+2025-11-24 12:44:49,782 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 025/100 | step 00029/00625 | lr 7.200e-01 | atrl 3.875e+00 | trl0 3.222e+00 | nm 1.489e+02 | nmx 1.187e+00 | 

stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-32/train.jsonl

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stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-32/train.log

@@ -0,0 +1,211 @@
+2025-11-24 12:55:05,354 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 12:55:07,435 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:55:07,436 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 12:55:07,436 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 12:55:07,436 | INFO | Starting EoS for checkpoint 32
+2025-11-24 12:55:07,436 | INFO | Starting EoS for model resnet50
+2025-11-24 12:55:07,812 | INFO | Model state successfully loaded
+2025-11-24 12:55:09,546 | INFO | Wrapped model with DDP
+2025-11-24 12:55:09,548 | INFO | Current learning rate: 0.16799999999999998
+2025-11-24 12:55:09,548 | INFO | Original learning rate: 0.12
+2025-11-24 12:55:09,569 | INFO | 🎯 Momentum Information:
+2025-11-24 12:55:09,569 | INFO |   Extracted vectors: 161
+2025-11-24 12:55:09,569 | INFO |   Has momentum state: True
+2025-11-24 12:55:18,550 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00000/00625 | lr 1.680e-01 | atrl 2.467e+00 | trl0 2.467e+00 | nm 1.267e+02 | nmx 3.025e-01 | 
+2025-11-24 12:55:22,293 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00001/00625 | lr 1.680e-01 | atrl 2.573e+00 | trl0 2.522e+00 | nm 1.267e+02 | nmx 5.359e-01 | 
+2025-11-24 12:55:26,035 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00002/00625 | lr 1.680e-01 | atrl 2.636e+00 | trl0 2.496e+00 | nm 1.267e+02 | nmx 6.800e-01 | 
+2025-11-24 12:55:29,773 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00003/00625 | lr 1.680e-01 | atrl 2.765e+00 | trl0 2.535e+00 | nm 1.267e+02 | nmx 7.253e-01 | 
+2025-11-24 12:55:33,513 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00004/00625 | lr 1.680e-01 | atrl 2.816e+00 | trl0 2.559e+00 | nm 1.267e+02 | nmx 6.916e-01 | 
+2025-11-24 12:55:37,254 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00005/00625 | lr 1.680e-01 | atrl 2.699e+00 | trl0 2.474e+00 | nm 1.267e+02 | nmx 6.216e-01 | 
+2025-11-24 12:55:40,996 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00006/00625 | lr 1.680e-01 | atrl 2.693e+00 | trl0 2.521e+00 | nm 1.267e+02 | nmx 5.739e-01 | 
+2025-11-24 12:55:44,738 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00007/00625 | lr 1.680e-01 | atrl 2.642e+00 | trl0 2.496e+00 | nm 1.267e+02 | nmx 5.863e-01 | 
+2025-11-24 12:55:48,483 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00008/00625 | lr 1.680e-01 | atrl 2.656e+00 | trl0 2.498e+00 | nm 1.268e+02 | nmx 6.405e-01 | 
+2025-11-24 12:55:52,224 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00009/00625 | lr 1.680e-01 | atrl 2.744e+00 | trl0 2.549e+00 | nm 1.268e+02 | nmx 6.924e-01 | 
+2025-11-24 12:55:55,966 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00010/00625 | lr 1.680e-01 | atrl 2.764e+00 | trl0 2.521e+00 | nm 1.268e+02 | nmx 7.133e-01 | 
+2025-11-24 12:55:59,709 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00011/00625 | lr 1.680e-01 | atrl 2.783e+00 | trl0 2.522e+00 | nm 1.268e+02 | nmx 7.041e-01 | 
+2025-11-24 12:56:03,450 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00012/00625 | lr 1.680e-01 | atrl 2.706e+00 | trl0 2.453e+00 | nm 1.268e+02 | nmx 6.798e-01 | 
+2025-11-24 12:56:07,192 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00013/00625 | lr 1.680e-01 | atrl 2.726e+00 | trl0 2.495e+00 | nm 1.268e+02 | nmx 6.617e-01 | 
+2025-11-24 12:56:10,936 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00014/00625 | lr 1.680e-01 | atrl 2.725e+00 | trl0 2.502e+00 | nm 1.268e+02 | nmx 6.618e-01 | 
+2025-11-24 12:56:14,684 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00015/00625 | lr 1.680e-01 | atrl 2.721e+00 | trl0 2.504e+00 | nm 1.267e+02 | nmx 6.792e-01 | 
+2025-11-24 12:56:18,426 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00016/00625 | lr 1.680e-01 | atrl 2.697e+00 | trl0 2.466e+00 | nm 1.267e+02 | nmx 7.019e-01 | 
+2025-11-24 12:56:22,167 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00017/00625 | lr 1.680e-01 | atrl 2.724e+00 | trl0 2.485e+00 | nm 1.267e+02 | nmx 7.192e-01 | 
+2025-11-24 12:56:25,910 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00018/00625 | lr 1.680e-01 | atrl 2.746e+00 | trl0 2.495e+00 | nm 1.267e+02 | nmx 7.237e-01 | 
+2025-11-24 12:56:29,651 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00019/00625 | lr 1.680e-01 | atrl 2.756e+00 | trl0 2.498e+00 | nm 1.267e+02 | nmx 7.164e-01 | 
+2025-11-24 12:56:33,394 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00020/00625 | lr 1.680e-01 | atrl 2.811e+00 | trl0 2.558e+00 | nm 1.267e+02 | nmx 7.068e-01 | 
+2025-11-24 12:56:37,136 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00021/00625 | lr 1.680e-01 | atrl 2.742e+00 | trl0 2.503e+00 | nm 1.267e+02 | nmx 7.031e-01 | 
+2025-11-24 12:56:40,879 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00022/00625 | lr 1.680e-01 | atrl 2.761e+00 | trl0 2.512e+00 | nm 1.267e+02 | nmx 7.038e-01 | 
+2025-11-24 12:56:44,621 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00023/00625 | lr 1.680e-01 | atrl 2.708e+00 | trl0 2.470e+00 | nm 1.268e+02 | nmx 7.113e-01 | 
+2025-11-24 12:56:48,362 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00024/00625 | lr 1.680e-01 | atrl 2.826e+00 | trl0 2.578e+00 | nm 1.268e+02 | nmx 7.203e-01 | 
+2025-11-24 12:56:52,107 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00025/00625 | lr 1.680e-01 | atrl 2.758e+00 | trl0 2.495e+00 | nm 1.268e+02 | nmx 7.252e-01 | 
+2025-11-24 12:56:55,850 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00026/00625 | lr 1.680e-01 | atrl 2.740e+00 | trl0 2.474e+00 | nm 1.268e+02 | nmx 7.241e-01 | 
+2025-11-24 12:56:59,590 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00027/00625 | lr 1.680e-01 | atrl 2.684e+00 | trl0 2.425e+00 | nm 1.268e+02 | nmx 7.203e-01 | 
+2025-11-24 12:57:03,333 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00028/00625 | lr 1.680e-01 | atrl 2.866e+00 | trl0 2.607e+00 | nm 1.268e+02 | nmx 7.169e-01 | 
+2025-11-24 12:57:07,075 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 033/100 | step 00029/00625 | lr 1.680e-01 | atrl 2.791e+00 | trl0 2.528e+00 | nm 1.268e+02 | nmx 7.159e-01 | 
+2025-11-24 12:57:07,436 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:57:07,437 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 12:57:07,437 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 12:57:07,437 | INFO | Starting EoS for checkpoint 32
+2025-11-24 12:57:07,437 | INFO | Starting EoS for model resnet50
+2025-11-24 12:57:07,833 | INFO | Model state successfully loaded
+2025-11-24 12:57:07,991 | INFO | Wrapped model with DDP
+2025-11-24 12:57:07,994 | INFO | Current learning rate: 0.144
+2025-11-24 12:57:07,994 | INFO | Original learning rate: 0.12
+2025-11-24 12:57:08,077 | INFO | 🎯 Momentum Information:
+2025-11-24 12:57:08,077 | INFO |   Extracted vectors: 161
+2025-11-24 12:57:08,077 | INFO |   Has momentum state: True
+2025-11-24 12:57:15,847 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00000/00625 | lr 1.440e-01 | atrl 2.467e+00 | trl0 2.467e+00 | nm 1.267e+02 | nmx 2.593e-01 | 
+2025-11-24 12:57:19,589 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00001/00625 | lr 1.440e-01 | atrl 2.559e+00 | trl0 2.522e+00 | nm 1.267e+02 | nmx 4.659e-01 | 
+2025-11-24 12:57:23,330 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00002/00625 | lr 1.440e-01 | atrl 2.601e+00 | trl0 2.496e+00 | nm 1.267e+02 | nmx 6.052e-01 | 
+2025-11-24 12:57:27,068 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00003/00625 | lr 1.440e-01 | atrl 2.715e+00 | trl0 2.535e+00 | nm 1.267e+02 | nmx 6.674e-01 | 
+2025-11-24 12:57:30,809 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00004/00625 | lr 1.440e-01 | atrl 2.775e+00 | trl0 2.559e+00 | nm 1.267e+02 | nmx 6.621e-01 | 
+2025-11-24 12:57:34,553 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00005/00625 | lr 1.440e-01 | atrl 2.679e+00 | trl0 2.474e+00 | nm 1.267e+02 | nmx 6.142e-01 | 
+2025-11-24 12:57:38,296 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00006/00625 | lr 1.440e-01 | atrl 2.688e+00 | trl0 2.521e+00 | nm 1.267e+02 | nmx 5.621e-01 | 
+2025-11-24 12:57:42,039 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00007/00625 | lr 1.440e-01 | atrl 2.633e+00 | trl0 2.496e+00 | nm 1.267e+02 | nmx 5.423e-01 | 
+2025-11-24 12:57:45,779 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00008/00625 | lr 1.440e-01 | atrl 2.628e+00 | trl0 2.498e+00 | nm 1.267e+02 | nmx 5.651e-01 | 
+2025-11-24 12:57:49,520 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00009/00625 | lr 1.440e-01 | atrl 2.691e+00 | trl0 2.549e+00 | nm 1.268e+02 | nmx 6.094e-01 | 
+2025-11-24 12:57:53,261 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00010/00625 | lr 1.440e-01 | atrl 2.702e+00 | trl0 2.521e+00 | nm 1.268e+02 | nmx 6.450e-01 | 
+2025-11-24 12:57:57,002 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00011/00625 | lr 1.440e-01 | atrl 2.733e+00 | trl0 2.522e+00 | nm 1.268e+02 | nmx 6.588e-01 | 
+2025-11-24 12:58:00,742 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00012/00625 | lr 1.440e-01 | atrl 2.669e+00 | trl0 2.453e+00 | nm 1.268e+02 | nmx 6.527e-01 | 
+2025-11-24 12:58:04,484 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00013/00625 | lr 1.440e-01 | atrl 2.704e+00 | trl0 2.495e+00 | nm 1.268e+02 | nmx 6.363e-01 | 
+2025-11-24 12:58:08,237 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00014/00625 | lr 1.440e-01 | atrl 2.708e+00 | trl0 2.502e+00 | nm 1.268e+02 | nmx 6.207e-01 | 
+2025-11-24 12:58:11,977 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00015/00625 | lr 1.440e-01 | atrl 2.693e+00 | trl0 2.504e+00 | nm 1.268e+02 | nmx 6.172e-01 | 
+2025-11-24 12:58:15,717 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00016/00625 | lr 1.440e-01 | atrl 2.654e+00 | trl0 2.466e+00 | nm 1.267e+02 | nmx 6.266e-01 | 
+2025-11-24 12:58:19,461 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00017/00625 | lr 1.440e-01 | atrl 2.676e+00 | trl0 2.485e+00 | nm 1.267e+02 | nmx 6.433e-01 | 
+2025-11-24 12:58:23,201 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00018/00625 | lr 1.440e-01 | atrl 2.692e+00 | trl0 2.495e+00 | nm 1.267e+02 | nmx 6.598e-01 | 
+2025-11-24 12:58:26,941 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00019/00625 | lr 1.440e-01 | atrl 2.710e+00 | trl0 2.498e+00 | nm 1.267e+02 | nmx 6.684e-01 | 
+2025-11-24 12:58:30,681 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00020/00625 | lr 1.440e-01 | atrl 2.780e+00 | trl0 2.558e+00 | nm 1.267e+02 | nmx 6.676e-01 | 
+2025-11-24 12:58:34,421 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00021/00625 | lr 1.440e-01 | atrl 2.714e+00 | trl0 2.503e+00 | nm 1.267e+02 | nmx 6.631e-01 | 
+2025-11-24 12:58:38,160 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00022/00625 | lr 1.440e-01 | atrl 2.730e+00 | trl0 2.512e+00 | nm 1.267e+02 | nmx 6.568e-01 | 
+2025-11-24 12:58:41,899 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00023/00625 | lr 1.440e-01 | atrl 2.673e+00 | trl0 2.470e+00 | nm 1.267e+02 | nmx 6.543e-01 | 
+2025-11-24 12:58:45,640 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00024/00625 | lr 1.440e-01 | atrl 2.786e+00 | trl0 2.578e+00 | nm 1.267e+02 | nmx 6.562e-01 | 
+2025-11-24 12:58:49,380 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00025/00625 | lr 1.440e-01 | atrl 2.707e+00 | trl0 2.495e+00 | nm 1.268e+02 | nmx 6.630e-01 | 
+2025-11-24 12:58:53,121 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00026/00625 | lr 1.440e-01 | atrl 2.692e+00 | trl0 2.474e+00 | nm 1.268e+02 | nmx 6.690e-01 | 
+2025-11-24 12:58:56,861 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00027/00625 | lr 1.440e-01 | atrl 2.648e+00 | trl0 2.425e+00 | nm 1.268e+02 | nmx 6.704e-01 | 
+2025-11-24 12:59:00,601 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00028/00625 | lr 1.440e-01 | atrl 2.827e+00 | trl0 2.607e+00 | nm 1.268e+02 | nmx 6.688e-01 | 
+2025-11-24 12:59:04,340 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 033/100 | step 00029/00625 | lr 1.440e-01 | atrl 2.755e+00 | trl0 2.528e+00 | nm 1.268e+02 | nmx 6.659e-01 | 
+2025-11-24 12:59:04,875 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:59:04,875 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 12:59:04,876 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 12:59:04,876 | INFO | Starting EoS for checkpoint 32
+2025-11-24 12:59:04,876 | INFO | Starting EoS for model resnet50
+2025-11-24 12:59:05,264 | INFO | Model state successfully loaded
+2025-11-24 12:59:05,432 | INFO | Wrapped model with DDP
+2025-11-24 12:59:05,434 | INFO | Current learning rate: 0.12
+2025-11-24 12:59:05,434 | INFO | Original learning rate: 0.12
+2025-11-24 12:59:05,437 | INFO | 🎯 Momentum Information:
+2025-11-24 12:59:05,437 | INFO |   Extracted vectors: 161
+2025-11-24 12:59:05,438 | INFO |   Has momentum state: True
+2025-11-24 12:59:12,860 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00000/00625 | lr 1.200e-01 | atrl 2.467e+00 | trl0 2.467e+00 | nm 1.267e+02 | nmx 2.161e-01 | 
+2025-11-24 12:59:16,601 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00001/00625 | lr 1.200e-01 | atrl 2.548e+00 | trl0 2.522e+00 | nm 1.267e+02 | nmx 3.938e-01 | 
+2025-11-24 12:59:20,341 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00002/00625 | lr 1.200e-01 | atrl 2.569e+00 | trl0 2.496e+00 | nm 1.267e+02 | nmx 5.234e-01 | 
+2025-11-24 12:59:24,083 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00003/00625 | lr 1.200e-01 | atrl 2.667e+00 | trl0 2.535e+00 | nm 1.267e+02 | nmx 5.962e-01 | 
+2025-11-24 12:59:27,824 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00004/00625 | lr 1.200e-01 | atrl 2.730e+00 | trl0 2.559e+00 | nm 1.267e+02 | nmx 6.155e-01 | 
+2025-11-24 12:59:31,566 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00005/00625 | lr 1.200e-01 | atrl 2.649e+00 | trl0 2.474e+00 | nm 1.267e+02 | nmx 5.939e-01 | 
+2025-11-24 12:59:35,306 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00006/00625 | lr 1.200e-01 | atrl 2.676e+00 | trl0 2.521e+00 | nm 1.267e+02 | nmx 5.533e-01 | 
+2025-11-24 12:59:39,050 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00007/00625 | lr 1.200e-01 | atrl 2.628e+00 | trl0 2.496e+00 | nm 1.267e+02 | nmx 5.192e-01 | 
+2025-11-24 12:59:42,791 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00008/00625 | lr 1.200e-01 | atrl 2.614e+00 | trl0 2.498e+00 | nm 1.267e+02 | nmx 5.103e-01 | 
+2025-11-24 12:59:46,531 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00009/00625 | lr 1.200e-01 | atrl 2.657e+00 | trl0 2.549e+00 | nm 1.267e+02 | nmx 5.296e-01 | 
+2025-11-24 12:59:50,272 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00010/00625 | lr 1.200e-01 | atrl 2.647e+00 | trl0 2.521e+00 | nm 1.268e+02 | nmx 5.608e-01 | 
+2025-11-24 12:59:54,013 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00011/00625 | lr 1.200e-01 | atrl 2.675e+00 | trl0 2.522e+00 | nm 1.268e+02 | nmx 5.868e-01 | 
+2025-11-24 12:59:57,755 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00012/00625 | lr 1.200e-01 | atrl 2.618e+00 | trl0 2.453e+00 | nm 1.268e+02 | nmx 6.003e-01 | 
+2025-11-24 13:00:01,497 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00013/00625 | lr 1.200e-01 | atrl 2.667e+00 | trl0 2.495e+00 | nm 1.268e+02 | nmx 6.006e-01 | 
+2025-11-24 13:00:05,237 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00014/00625 | lr 1.200e-01 | atrl 2.683e+00 | trl0 2.502e+00 | nm 1.268e+02 | nmx 5.902e-01 | 
+2025-11-24 13:00:08,981 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00015/00625 | lr 1.200e-01 | atrl 2.671e+00 | trl0 2.504e+00 | nm 1.268e+02 | nmx 5.782e-01 | 
+2025-11-24 13:00:12,721 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00016/00625 | lr 1.200e-01 | atrl 2.629e+00 | trl0 2.466e+00 | nm 1.268e+02 | nmx 5.705e-01 | 
+2025-11-24 13:00:16,461 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00017/00625 | lr 1.200e-01 | atrl 2.642e+00 | trl0 2.485e+00 | nm 1.268e+02 | nmx 5.707e-01 | 
+2025-11-24 13:00:20,202 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00018/00625 | lr 1.200e-01 | atrl 2.649e+00 | trl0 2.495e+00 | nm 1.267e+02 | nmx 5.790e-01 | 
+2025-11-24 13:00:23,944 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00019/00625 | lr 1.200e-01 | atrl 2.660e+00 | trl0 2.498e+00 | nm 1.267e+02 | nmx 5.912e-01 | 
+2025-11-24 13:00:27,687 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00020/00625 | lr 1.200e-01 | atrl 2.729e+00 | trl0 2.558e+00 | nm 1.267e+02 | nmx 6.023e-01 | 
+2025-11-24 13:00:31,427 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00021/00625 | lr 1.200e-01 | atrl 2.673e+00 | trl0 2.503e+00 | nm 1.267e+02 | nmx 6.099e-01 | 
+2025-11-24 13:00:35,168 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00022/00625 | lr 1.200e-01 | atrl 2.696e+00 | trl0 2.512e+00 | nm 1.267e+02 | nmx 6.111e-01 | 
+2025-11-24 13:00:38,909 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00023/00625 | lr 1.200e-01 | atrl 2.641e+00 | trl0 2.470e+00 | nm 1.267e+02 | nmx 6.091e-01 | 
+2025-11-24 13:00:42,650 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00024/00625 | lr 1.200e-01 | atrl 2.758e+00 | trl0 2.578e+00 | nm 1.267e+02 | nmx 6.044e-01 | 
+2025-11-24 13:00:46,392 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00025/00625 | lr 1.200e-01 | atrl 2.669e+00 | trl0 2.495e+00 | nm 1.267e+02 | nmx 6.018e-01 | 
+2025-11-24 13:00:50,132 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00026/00625 | lr 1.200e-01 | atrl 2.645e+00 | trl0 2.474e+00 | nm 1.267e+02 | nmx 6.027e-01 | 
+2025-11-24 13:00:53,871 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00027/00625 | lr 1.200e-01 | atrl 2.603e+00 | trl0 2.425e+00 | nm 1.267e+02 | nmx 6.046e-01 | 
+2025-11-24 13:00:57,612 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00028/00625 | lr 1.200e-01 | atrl 2.780e+00 | trl0 2.607e+00 | nm 1.268e+02 | nmx 6.070e-01 | 
+2025-11-24 13:01:01,353 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 033/100 | step 00029/00625 | lr 1.200e-01 | atrl 2.711e+00 | trl0 2.528e+00 | nm 1.268e+02 | nmx 6.077e-01 | 
+2025-11-24 13:01:01,901 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:01:01,901 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 13:01:01,901 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 13:01:01,901 | INFO | Starting EoS for checkpoint 32
+2025-11-24 13:01:01,901 | INFO | Starting EoS for model resnet50
+2025-11-24 13:01:02,288 | INFO | Model state successfully loaded
+2025-11-24 13:01:02,511 | INFO | Wrapped model with DDP
+2025-11-24 13:01:02,513 | INFO | Current learning rate: 0.09599999999999999
+2025-11-24 13:01:02,513 | INFO | Original learning rate: 0.12
+2025-11-24 13:01:02,516 | INFO | 🎯 Momentum Information:
+2025-11-24 13:01:02,517 | INFO |   Extracted vectors: 161
+2025-11-24 13:01:02,517 | INFO |   Has momentum state: True
+2025-11-24 13:01:09,876 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00000/00625 | lr 9.600e-02 | atrl 2.467e+00 | trl0 2.467e+00 | nm 1.268e+02 | nmx 1.729e-01 | 
+2025-11-24 13:01:13,616 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00001/00625 | lr 9.600e-02 | atrl 2.538e+00 | trl0 2.522e+00 | nm 1.267e+02 | nmx 3.195e-01 | 
+2025-11-24 13:01:17,381 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00002/00625 | lr 9.600e-02 | atrl 2.543e+00 | trl0 2.496e+00 | nm 1.267e+02 | nmx 4.343e-01 | 
+2025-11-24 13:01:21,123 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00003/00625 | lr 9.600e-02 | atrl 2.624e+00 | trl0 2.535e+00 | nm 1.267e+02 | nmx 5.107e-01 | 
+2025-11-24 13:01:24,862 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00004/00625 | lr 9.600e-02 | atrl 2.682e+00 | trl0 2.559e+00 | nm 1.267e+02 | nmx 5.484e-01 | 
+2025-11-24 13:01:28,602 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00005/00625 | lr 9.600e-02 | atrl 2.610e+00 | trl0 2.474e+00 | nm 1.267e+02 | nmx 5.525e-01 | 
+2025-11-24 13:01:32,343 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00006/00625 | lr 9.600e-02 | atrl 2.654e+00 | trl0 2.521e+00 | nm 1.267e+02 | nmx 5.333e-01 | 
+2025-11-24 13:01:36,082 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00007/00625 | lr 9.600e-02 | atrl 2.617e+00 | trl0 2.496e+00 | nm 1.267e+02 | nmx 5.047e-01 | 
+2025-11-24 13:01:39,824 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00008/00625 | lr 9.600e-02 | atrl 2.606e+00 | trl0 2.498e+00 | nm 1.267e+02 | nmx 4.805e-01 | 
+2025-11-24 13:01:43,563 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00009/00625 | lr 9.600e-02 | atrl 2.639e+00 | trl0 2.549e+00 | nm 1.267e+02 | nmx 4.725e-01 | 
+2025-11-24 13:01:47,305 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00010/00625 | lr 9.600e-02 | atrl 2.611e+00 | trl0 2.521e+00 | nm 1.267e+02 | nmx 4.815e-01 | 
+2025-11-24 13:01:51,045 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00011/00625 | lr 9.600e-02 | atrl 2.624e+00 | trl0 2.522e+00 | nm 1.268e+02 | nmx 5.000e-01 | 
+2025-11-24 13:01:54,786 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00012/00625 | lr 9.600e-02 | atrl 2.565e+00 | trl0 2.453e+00 | nm 1.268e+02 | nmx 5.197e-01 | 
+2025-11-24 13:01:58,527 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00013/00625 | lr 9.600e-02 | atrl 2.618e+00 | trl0 2.495e+00 | nm 1.268e+02 | nmx 5.345e-01 | 
+2025-11-24 13:02:02,269 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00014/00625 | lr 9.600e-02 | atrl 2.642e+00 | trl0 2.502e+00 | nm 1.268e+02 | nmx 5.399e-01 | 
+2025-11-24 13:02:06,011 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00015/00625 | lr 9.600e-02 | atrl 2.636e+00 | trl0 2.504e+00 | nm 1.268e+02 | nmx 5.385e-01 | 
+2025-11-24 13:02:09,751 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00016/00625 | lr 9.600e-02 | atrl 2.604e+00 | trl0 2.466e+00 | nm 1.268e+02 | nmx 5.317e-01 | 
+2025-11-24 13:02:13,493 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00017/00625 | lr 9.600e-02 | atrl 2.618e+00 | trl0 2.485e+00 | nm 1.268e+02 | nmx 5.230e-01 | 
+2025-11-24 13:02:17,234 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00018/00625 | lr 9.600e-02 | atrl 2.624e+00 | trl0 2.495e+00 | nm 1.268e+02 | nmx 5.163e-01 | 
+2025-11-24 13:02:20,973 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00019/00625 | lr 9.600e-02 | atrl 2.626e+00 | trl0 2.498e+00 | nm 1.268e+02 | nmx 5.141e-01 | 
+2025-11-24 13:02:24,712 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00020/00625 | lr 9.600e-02 | atrl 2.684e+00 | trl0 2.558e+00 | nm 1.267e+02 | nmx 5.180e-01 | 
+2025-11-24 13:02:28,456 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00021/00625 | lr 9.600e-02 | atrl 2.626e+00 | trl0 2.503e+00 | nm 1.267e+02 | nmx 5.266e-01 | 
+2025-11-24 13:02:32,197 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00022/00625 | lr 9.600e-02 | atrl 2.646e+00 | trl0 2.512e+00 | nm 1.267e+02 | nmx 5.357e-01 | 
+2025-11-24 13:02:35,940 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00023/00625 | lr 9.600e-02 | atrl 2.595e+00 | trl0 2.470e+00 | nm 1.267e+02 | nmx 5.444e-01 | 
+2025-11-24 13:02:39,681 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00024/00625 | lr 9.600e-02 | atrl 2.719e+00 | trl0 2.578e+00 | nm 1.267e+02 | nmx 5.485e-01 | 
+2025-11-24 13:02:43,421 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00025/00625 | lr 9.600e-02 | atrl 2.634e+00 | trl0 2.495e+00 | nm 1.267e+02 | nmx 5.489e-01 | 
+2025-11-24 13:02:47,161 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00026/00625 | lr 9.600e-02 | atrl 2.610e+00 | trl0 2.474e+00 | nm 1.267e+02 | nmx 5.473e-01 | 
+2025-11-24 13:02:50,901 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00027/00625 | lr 9.600e-02 | atrl 2.568e+00 | trl0 2.425e+00 | nm 1.267e+02 | nmx 5.436e-01 | 
+2025-11-24 13:02:54,644 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00028/00625 | lr 9.600e-02 | atrl 2.739e+00 | trl0 2.607e+00 | nm 1.267e+02 | nmx 5.412e-01 | 
+2025-11-24 13:02:58,385 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 033/100 | step 00029/00625 | lr 9.600e-02 | atrl 2.664e+00 | trl0 2.528e+00 | nm 1.267e+02 | nmx 5.398e-01 | 
+2025-11-24 13:02:58,872 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:02:58,873 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 13:02:58,873 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 13:02:58,873 | INFO | Starting EoS for checkpoint 32
+2025-11-24 13:02:58,873 | INFO | Starting EoS for model resnet50
+2025-11-24 13:02:59,266 | INFO | Model state successfully loaded
+2025-11-24 13:02:59,442 | INFO | Wrapped model with DDP
+2025-11-24 13:02:59,445 | INFO | Current learning rate: 0.072
+2025-11-24 13:02:59,445 | INFO | Original learning rate: 0.12
+2025-11-24 13:02:59,448 | INFO | 🎯 Momentum Information:
+2025-11-24 13:02:59,448 | INFO |   Extracted vectors: 161
+2025-11-24 13:02:59,448 | INFO |   Has momentum state: True
+2025-11-24 13:03:06,864 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00000/00625 | lr 7.200e-02 | atrl 2.467e+00 | trl0 2.467e+00 | nm 1.268e+02 | nmx 1.297e-01 | 
+2025-11-24 13:03:10,606 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00001/00625 | lr 7.200e-02 | atrl 2.531e+00 | trl0 2.522e+00 | nm 1.267e+02 | nmx 2.429e-01 | 
+2025-11-24 13:03:14,346 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00002/00625 | lr 7.200e-02 | atrl 2.521e+00 | trl0 2.496e+00 | nm 1.267e+02 | nmx 3.377e-01 | 
+2025-11-24 13:03:18,088 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00003/00625 | lr 7.200e-02 | atrl 2.586e+00 | trl0 2.535e+00 | nm 1.267e+02 | nmx 4.095e-01 | 
+2025-11-24 13:03:21,830 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00004/00625 | lr 7.200e-02 | atrl 2.635e+00 | trl0 2.559e+00 | nm 1.267e+02 | nmx 4.570e-01 | 
+2025-11-24 13:03:25,571 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00005/00625 | lr 7.200e-02 | atrl 2.564e+00 | trl0 2.474e+00 | nm 1.267e+02 | nmx 4.815e-01 | 
+2025-11-24 13:03:29,310 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00006/00625 | lr 7.200e-02 | atrl 2.618e+00 | trl0 2.521e+00 | nm 1.267e+02 | nmx 4.862e-01 | 
+2025-11-24 13:03:33,050 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00007/00625 | lr 7.200e-02 | atrl 2.595e+00 | trl0 2.496e+00 | nm 1.267e+02 | nmx 4.766e-01 | 
+2025-11-24 13:03:36,790 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00008/00625 | lr 7.200e-02 | atrl 2.593e+00 | trl0 2.498e+00 | nm 1.267e+02 | nmx 4.591e-01 | 
+2025-11-24 13:03:40,531 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00009/00625 | lr 7.200e-02 | atrl 2.629e+00 | trl0 2.549e+00 | nm 1.267e+02 | nmx 4.417e-01 | 
+2025-11-24 13:03:44,272 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00010/00625 | lr 7.200e-02 | atrl 2.593e+00 | trl0 2.521e+00 | nm 1.267e+02 | nmx 4.306e-01 | 
+2025-11-24 13:03:48,013 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00011/00625 | lr 7.200e-02 | atrl 2.594e+00 | trl0 2.522e+00 | nm 1.267e+02 | nmx 4.282e-01 | 
+2025-11-24 13:03:51,754 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00012/00625 | lr 7.200e-02 | atrl 2.526e+00 | trl0 2.453e+00 | nm 1.267e+02 | nmx 4.338e-01 | 
+2025-11-24 13:03:55,496 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00013/00625 | lr 7.200e-02 | atrl 2.571e+00 | trl0 2.495e+00 | nm 1.267e+02 | nmx 4.445e-01 | 
+2025-11-24 13:03:59,238 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00014/00625 | lr 7.200e-02 | atrl 2.591e+00 | trl0 2.502e+00 | nm 1.268e+02 | nmx 4.555e-01 | 
+2025-11-24 13:04:02,979 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00015/00625 | lr 7.200e-02 | atrl 2.587e+00 | trl0 2.504e+00 | nm 1.268e+02 | nmx 4.654e-01 | 
+2025-11-24 13:04:06,717 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00016/00625 | lr 7.200e-02 | atrl 2.562e+00 | trl0 2.466e+00 | nm 1.268e+02 | nmx 4.712e-01 | 
+2025-11-24 13:04:10,457 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00017/00625 | lr 7.200e-02 | atrl 2.582e+00 | trl0 2.485e+00 | nm 1.268e+02 | nmx 4.723e-01 | 
+2025-11-24 13:04:14,197 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00018/00625 | lr 7.200e-02 | atrl 2.596e+00 | trl0 2.495e+00 | nm 1.268e+02 | nmx 4.688e-01 | 
+2025-11-24 13:04:17,936 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00019/00625 | lr 7.200e-02 | atrl 2.600e+00 | trl0 2.498e+00 | nm 1.268e+02 | nmx 4.624e-01 | 
+2025-11-24 13:04:21,678 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00020/00625 | lr 7.200e-02 | atrl 2.655e+00 | trl0 2.558e+00 | nm 1.268e+02 | nmx 4.561e-01 | 
+2025-11-24 13:04:25,418 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00021/00625 | lr 7.200e-02 | atrl 2.596e+00 | trl0 2.503e+00 | nm 1.268e+02 | nmx 4.522e-01 | 
+2025-11-24 13:04:29,160 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 033/100 | step 00022/00625 | lr 7.200e-02 | atrl 2.606e+00 | trl0 2.512e+00 | nm 1.268e+02 | nmx 4.513e-01 | 
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stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-36/train.jsonl

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stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-36/train.log

@@ -0,0 +1,211 @@
+2025-11-24 13:05:08,086 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 13:05:10,227 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:05:10,227 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 13:05:10,227 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 13:05:10,227 | INFO | Starting EoS for checkpoint 36
+2025-11-24 13:05:10,227 | INFO | Starting EoS for model resnet50
+2025-11-24 13:05:10,674 | INFO | Model state successfully loaded
+2025-11-24 13:05:12,180 | INFO | Wrapped model with DDP
+2025-11-24 13:05:12,182 | INFO | Current learning rate: 0.16799999999999998
+2025-11-24 13:05:12,182 | INFO | Original learning rate: 0.12
+2025-11-24 13:05:12,206 | INFO | 🎯 Momentum Information:
+2025-11-24 13:05:12,206 | INFO |   Extracted vectors: 161
+2025-11-24 13:05:12,206 | INFO |   Has momentum state: True
+2025-11-24 13:05:21,946 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00000/00625 | lr 1.680e-01 | atrl 2.506e+00 | trl0 2.506e+00 | nm 1.106e+02 | nmx 3.965e-01 | 
+2025-11-24 13:05:25,761 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00001/00625 | lr 1.680e-01 | atrl 2.556e+00 | trl0 2.475e+00 | nm 1.106e+02 | nmx 7.043e-01 | 
+2025-11-24 13:05:29,505 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00002/00625 | lr 1.680e-01 | atrl 2.736e+00 | trl0 2.481e+00 | nm 1.106e+02 | nmx 8.898e-01 | 
+2025-11-24 13:05:33,247 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00003/00625 | lr 1.680e-01 | atrl 2.935e+00 | trl0 2.537e+00 | nm 1.106e+02 | nmx 9.473e-01 | 
+2025-11-24 13:05:36,992 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00004/00625 | lr 1.680e-01 | atrl 2.973e+00 | trl0 2.545e+00 | nm 1.106e+02 | nmx 9.045e-01 | 
+2025-11-24 13:05:40,734 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00005/00625 | lr 1.680e-01 | atrl 2.896e+00 | trl0 2.505e+00 | nm 1.106e+02 | nmx 8.150e-01 | 
+2025-11-24 13:05:44,476 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00006/00625 | lr 1.680e-01 | atrl 2.751e+00 | trl0 2.448e+00 | nm 1.106e+02 | nmx 7.555e-01 | 
+2025-11-24 13:05:48,218 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00007/00625 | lr 1.680e-01 | atrl 2.739e+00 | trl0 2.494e+00 | nm 1.106e+02 | nmx 7.797e-01 | 
+2025-11-24 13:05:51,960 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00008/00625 | lr 1.680e-01 | atrl 2.775e+00 | trl0 2.510e+00 | nm 1.106e+02 | nmx 8.602e-01 | 
+2025-11-24 13:05:55,702 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00009/00625 | lr 1.680e-01 | atrl 2.814e+00 | trl0 2.448e+00 | nm 1.106e+02 | nmx 9.278e-01 | 
+2025-11-24 13:05:59,445 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00010/00625 | lr 1.680e-01 | atrl 2.975e+00 | trl0 2.550e+00 | nm 1.106e+02 | nmx 9.543e-01 | 
+2025-11-24 13:06:03,186 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00011/00625 | lr 1.680e-01 | atrl 2.876e+00 | trl0 2.416e+00 | nm 1.106e+02 | nmx 9.411e-01 | 
+2025-11-24 13:06:06,928 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00012/00625 | lr 1.680e-01 | atrl 2.916e+00 | trl0 2.454e+00 | nm 1.106e+02 | nmx 9.040e-01 | 
+2025-11-24 13:06:10,672 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00013/00625 | lr 1.680e-01 | atrl 2.883e+00 | trl0 2.464e+00 | nm 1.106e+02 | nmx 8.741e-01 | 
+2025-11-24 13:06:14,415 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00014/00625 | lr 1.680e-01 | atrl 2.921e+00 | trl0 2.534e+00 | nm 1.106e+02 | nmx 8.726e-01 | 
+2025-11-24 13:06:18,158 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00015/00625 | lr 1.680e-01 | atrl 2.905e+00 | trl0 2.511e+00 | nm 1.106e+02 | nmx 8.966e-01 | 
+2025-11-24 13:06:21,901 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00016/00625 | lr 1.680e-01 | atrl 2.935e+00 | trl0 2.519e+00 | nm 1.106e+02 | nmx 9.266e-01 | 
+2025-11-24 13:06:25,643 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00017/00625 | lr 1.680e-01 | atrl 2.842e+00 | trl0 2.405e+00 | nm 1.106e+02 | nmx 9.488e-01 | 
+2025-11-24 13:06:29,389 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00018/00625 | lr 1.680e-01 | atrl 2.943e+00 | trl0 2.485e+00 | nm 1.106e+02 | nmx 9.531e-01 | 
+2025-11-24 13:06:33,131 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00019/00625 | lr 1.680e-01 | atrl 2.886e+00 | trl0 2.430e+00 | nm 1.106e+02 | nmx 9.420e-01 | 
+2025-11-24 13:06:36,874 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00020/00625 | lr 1.680e-01 | atrl 2.929e+00 | trl0 2.491e+00 | nm 1.106e+02 | nmx 9.288e-01 | 
+2025-11-24 13:06:40,618 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00021/00625 | lr 1.680e-01 | atrl 2.908e+00 | trl0 2.486e+00 | nm 1.106e+02 | nmx 9.275e-01 | 
+2025-11-24 13:06:44,359 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00022/00625 | lr 1.680e-01 | atrl 2.897e+00 | trl0 2.477e+00 | nm 1.106e+02 | nmx 9.373e-01 | 
+2025-11-24 13:06:48,103 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00023/00625 | lr 1.680e-01 | atrl 2.952e+00 | trl0 2.514e+00 | nm 1.106e+02 | nmx 9.486e-01 | 
+2025-11-24 13:06:51,845 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00024/00625 | lr 1.680e-01 | atrl 2.946e+00 | trl0 2.499e+00 | nm 1.106e+02 | nmx 9.572e-01 | 
+2025-11-24 13:06:55,587 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00025/00625 | lr 1.680e-01 | atrl 2.925e+00 | trl0 2.472e+00 | nm 1.106e+02 | nmx 9.621e-01 | 
+2025-11-24 13:06:59,331 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00026/00625 | lr 1.680e-01 | atrl 2.974e+00 | trl0 2.506e+00 | nm 1.106e+02 | nmx 9.583e-01 | 
+2025-11-24 13:07:03,074 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00027/00625 | lr 1.680e-01 | atrl 2.985e+00 | trl0 2.525e+00 | nm 1.106e+02 | nmx 9.523e-01 | 
+2025-11-24 13:07:06,815 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00028/00625 | lr 1.680e-01 | atrl 2.882e+00 | trl0 2.425e+00 | nm 1.106e+02 | nmx 9.463e-01 | 
+2025-11-24 13:07:10,557 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 037/100 | step 00029/00625 | lr 1.680e-01 | atrl 2.933e+00 | trl0 2.480e+00 | nm 1.106e+02 | nmx 9.443e-01 | 
+2025-11-24 13:07:10,882 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:07:10,882 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 13:07:10,882 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 13:07:10,882 | INFO | Starting EoS for checkpoint 36
+2025-11-24 13:07:10,883 | INFO | Starting EoS for model resnet50
+2025-11-24 13:07:11,270 | INFO | Model state successfully loaded
+2025-11-24 13:07:11,503 | INFO | Wrapped model with DDP
+2025-11-24 13:07:11,505 | INFO | Current learning rate: 0.144
+2025-11-24 13:07:11,505 | INFO | Original learning rate: 0.12
+2025-11-24 13:07:11,595 | INFO | 🎯 Momentum Information:
+2025-11-24 13:07:11,595 | INFO |   Extracted vectors: 161
+2025-11-24 13:07:11,595 | INFO |   Has momentum state: True
+2025-11-24 13:07:19,450 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00000/00625 | lr 1.440e-01 | atrl 2.506e+00 | trl0 2.506e+00 | nm 1.106e+02 | nmx 3.398e-01 | 
+2025-11-24 13:07:23,206 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00001/00625 | lr 1.440e-01 | atrl 2.533e+00 | trl0 2.475e+00 | nm 1.106e+02 | nmx 6.125e-01 | 
+2025-11-24 13:07:26,947 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00002/00625 | lr 1.440e-01 | atrl 2.672e+00 | trl0 2.481e+00 | nm 1.106e+02 | nmx 7.927e-01 | 
+2025-11-24 13:07:30,688 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00003/00625 | lr 1.440e-01 | atrl 2.850e+00 | trl0 2.537e+00 | nm 1.106e+02 | nmx 8.720e-01 | 
+2025-11-24 13:07:34,428 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00004/00625 | lr 1.440e-01 | atrl 2.905e+00 | trl0 2.545e+00 | nm 1.106e+02 | nmx 8.649e-01 | 
+2025-11-24 13:07:38,169 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00005/00625 | lr 1.440e-01 | atrl 2.862e+00 | trl0 2.505e+00 | nm 1.106e+02 | nmx 8.030e-01 | 
+2025-11-24 13:07:41,909 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00006/00625 | lr 1.440e-01 | atrl 2.741e+00 | trl0 2.448e+00 | nm 1.106e+02 | nmx 7.369e-01 | 
+2025-11-24 13:07:45,651 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00007/00625 | lr 1.440e-01 | atrl 2.723e+00 | trl0 2.494e+00 | nm 1.106e+02 | nmx 7.183e-01 | 
+2025-11-24 13:07:49,389 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00008/00625 | lr 1.440e-01 | atrl 2.723e+00 | trl0 2.510e+00 | nm 1.106e+02 | nmx 7.588e-01 | 
+2025-11-24 13:07:53,129 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00009/00625 | lr 1.440e-01 | atrl 2.717e+00 | trl0 2.448e+00 | nm 1.106e+02 | nmx 8.191e-01 | 
+2025-11-24 13:07:56,869 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00010/00625 | lr 1.440e-01 | atrl 2.871e+00 | trl0 2.550e+00 | nm 1.106e+02 | nmx 8.644e-01 | 
+2025-11-24 13:08:00,609 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00011/00625 | lr 1.440e-01 | atrl 2.787e+00 | trl0 2.416e+00 | nm 1.106e+02 | nmx 8.802e-01 | 
+2025-11-24 13:08:04,349 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00012/00625 | lr 1.440e-01 | atrl 2.846e+00 | trl0 2.454e+00 | nm 1.106e+02 | nmx 8.676e-01 | 
+2025-11-24 13:08:08,089 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00013/00625 | lr 1.440e-01 | atrl 2.843e+00 | trl0 2.464e+00 | nm 1.106e+02 | nmx 8.410e-01 | 
+2025-11-24 13:08:11,829 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00014/00625 | lr 1.440e-01 | atrl 2.889e+00 | trl0 2.534e+00 | nm 1.106e+02 | nmx 8.194e-01 | 
+2025-11-24 13:08:15,569 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00015/00625 | lr 1.440e-01 | atrl 2.855e+00 | trl0 2.511e+00 | nm 1.106e+02 | nmx 8.152e-01 | 
+2025-11-24 13:08:19,309 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00016/00625 | lr 1.440e-01 | atrl 2.863e+00 | trl0 2.519e+00 | nm 1.106e+02 | nmx 8.271e-01 | 
+2025-11-24 13:08:23,050 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00017/00625 | lr 1.440e-01 | atrl 2.751e+00 | trl0 2.405e+00 | nm 1.106e+02 | nmx 8.488e-01 | 
+2025-11-24 13:08:26,792 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00018/00625 | lr 1.440e-01 | atrl 2.848e+00 | trl0 2.485e+00 | nm 1.106e+02 | nmx 8.680e-01 | 
+2025-11-24 13:08:30,533 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00019/00625 | lr 1.440e-01 | atrl 2.807e+00 | trl0 2.430e+00 | nm 1.106e+02 | nmx 8.762e-01 | 
+2025-11-24 13:08:34,275 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00020/00625 | lr 1.440e-01 | atrl 2.863e+00 | trl0 2.491e+00 | nm 1.106e+02 | nmx 8.742e-01 | 
+2025-11-24 13:08:38,016 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00021/00625 | lr 1.440e-01 | atrl 2.855e+00 | trl0 2.486e+00 | nm 1.106e+02 | nmx 8.682e-01 | 
+2025-11-24 13:08:41,757 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00022/00625 | lr 1.440e-01 | atrl 2.837e+00 | trl0 2.477e+00 | nm 1.106e+02 | nmx 8.643e-01 | 
+2025-11-24 13:08:45,498 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00023/00625 | lr 1.440e-01 | atrl 2.872e+00 | trl0 2.514e+00 | nm 1.106e+02 | nmx 8.640e-01 | 
+2025-11-24 13:08:49,238 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00024/00625 | lr 1.440e-01 | atrl 2.863e+00 | trl0 2.499e+00 | nm 1.106e+02 | nmx 8.672e-01 | 
+2025-11-24 13:08:52,978 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00025/00625 | lr 1.440e-01 | atrl 2.838e+00 | trl0 2.472e+00 | nm 1.106e+02 | nmx 8.748e-01 | 
+2025-11-24 13:08:56,722 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00026/00625 | lr 1.440e-01 | atrl 2.882e+00 | trl0 2.506e+00 | nm 1.106e+02 | nmx 8.824e-01 | 
+2025-11-24 13:09:00,461 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00027/00625 | lr 1.440e-01 | atrl 2.903e+00 | trl0 2.525e+00 | nm 1.106e+02 | nmx 8.877e-01 | 
+2025-11-24 13:09:04,200 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00028/00625 | lr 1.440e-01 | atrl 2.815e+00 | trl0 2.425e+00 | nm 1.106e+02 | nmx 8.868e-01 | 
+2025-11-24 13:09:07,938 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 037/100 | step 00029/00625 | lr 1.440e-01 | atrl 2.876e+00 | trl0 2.480e+00 | nm 1.106e+02 | nmx 8.803e-01 | 
+2025-11-24 13:09:08,543 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:09:08,544 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 13:09:08,544 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 13:09:08,544 | INFO | Starting EoS for checkpoint 36
+2025-11-24 13:09:08,544 | INFO | Starting EoS for model resnet50
+2025-11-24 13:09:08,929 | INFO | Model state successfully loaded
+2025-11-24 13:09:09,178 | INFO | Wrapped model with DDP
+2025-11-24 13:09:09,180 | INFO | Current learning rate: 0.12
+2025-11-24 13:09:09,181 | INFO | Original learning rate: 0.12
+2025-11-24 13:09:09,184 | INFO | 🎯 Momentum Information:
+2025-11-24 13:09:09,184 | INFO |   Extracted vectors: 161
+2025-11-24 13:09:09,184 | INFO |   Has momentum state: True
+2025-11-24 13:09:16,855 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00000/00625 | lr 1.200e-01 | atrl 2.506e+00 | trl0 2.506e+00 | nm 1.106e+02 | nmx 2.832e-01 | 
+2025-11-24 13:09:20,599 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00001/00625 | lr 1.200e-01 | atrl 2.515e+00 | trl0 2.475e+00 | nm 1.106e+02 | nmx 5.178e-01 | 
+2025-11-24 13:09:24,341 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00002/00625 | lr 1.200e-01 | atrl 2.615e+00 | trl0 2.481e+00 | nm 1.106e+02 | nmx 6.862e-01 | 
+2025-11-24 13:09:28,082 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00003/00625 | lr 1.200e-01 | atrl 2.769e+00 | trl0 2.537e+00 | nm 1.106e+02 | nmx 7.797e-01 | 
+2025-11-24 13:09:31,826 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00004/00625 | lr 1.200e-01 | atrl 2.829e+00 | trl0 2.545e+00 | nm 1.106e+02 | nmx 8.039e-01 | 
+2025-11-24 13:09:35,566 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00005/00625 | lr 1.200e-01 | atrl 2.813e+00 | trl0 2.505e+00 | nm 1.106e+02 | nmx 7.749e-01 | 
+2025-11-24 13:09:39,308 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00006/00625 | lr 1.200e-01 | atrl 2.718e+00 | trl0 2.448e+00 | nm 1.106e+02 | nmx 7.227e-01 | 
+2025-11-24 13:09:43,049 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00007/00625 | lr 1.200e-01 | atrl 2.712e+00 | trl0 2.494e+00 | nm 1.106e+02 | nmx 6.833e-01 | 
+2025-11-24 13:09:46,790 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00008/00625 | lr 1.200e-01 | atrl 2.697e+00 | trl0 2.510e+00 | nm 1.106e+02 | nmx 6.818e-01 | 
+2025-11-24 13:09:50,529 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00009/00625 | lr 1.200e-01 | atrl 2.651e+00 | trl0 2.448e+00 | nm 1.106e+02 | nmx 7.126e-01 | 
+2025-11-24 13:09:54,271 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00010/00625 | lr 1.200e-01 | atrl 2.774e+00 | trl0 2.550e+00 | nm 1.106e+02 | nmx 7.544e-01 | 
+2025-11-24 13:09:58,012 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00011/00625 | lr 1.200e-01 | atrl 2.687e+00 | trl0 2.416e+00 | nm 1.106e+02 | nmx 7.865e-01 | 
+2025-11-24 13:10:01,753 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00012/00625 | lr 1.200e-01 | atrl 2.756e+00 | trl0 2.454e+00 | nm 1.106e+02 | nmx 7.994e-01 | 
+2025-11-24 13:10:05,495 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00013/00625 | lr 1.200e-01 | atrl 2.778e+00 | trl0 2.464e+00 | nm 1.106e+02 | nmx 7.949e-01 | 
+2025-11-24 13:10:09,236 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00014/00625 | lr 1.200e-01 | atrl 2.844e+00 | trl0 2.534e+00 | nm 1.106e+02 | nmx 7.802e-01 | 
+2025-11-24 13:10:12,977 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00015/00625 | lr 1.200e-01 | atrl 2.818e+00 | trl0 2.511e+00 | nm 1.106e+02 | nmx 7.639e-01 | 
+2025-11-24 13:10:16,718 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00016/00625 | lr 1.200e-01 | atrl 2.818e+00 | trl0 2.519e+00 | nm 1.106e+02 | nmx 7.530e-01 | 
+2025-11-24 13:10:20,459 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00017/00625 | lr 1.200e-01 | atrl 2.688e+00 | trl0 2.405e+00 | nm 1.106e+02 | nmx 7.539e-01 | 
+2025-11-24 13:10:24,200 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00018/00625 | lr 1.200e-01 | atrl 2.766e+00 | trl0 2.485e+00 | nm 1.106e+02 | nmx 7.644e-01 | 
+2025-11-24 13:10:27,940 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00019/00625 | lr 1.200e-01 | atrl 2.722e+00 | trl0 2.430e+00 | nm 1.106e+02 | nmx 7.776e-01 | 
+2025-11-24 13:10:31,681 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00020/00625 | lr 1.200e-01 | atrl 2.778e+00 | trl0 2.491e+00 | nm 1.106e+02 | nmx 7.902e-01 | 
+2025-11-24 13:10:35,422 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00021/00625 | lr 1.200e-01 | atrl 2.783e+00 | trl0 2.486e+00 | nm 1.106e+02 | nmx 7.982e-01 | 
+2025-11-24 13:10:39,163 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00022/00625 | lr 1.200e-01 | atrl 2.781e+00 | trl0 2.477e+00 | nm 1.106e+02 | nmx 8.004e-01 | 
+2025-11-24 13:10:42,905 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00023/00625 | lr 1.200e-01 | atrl 2.815e+00 | trl0 2.514e+00 | nm 1.106e+02 | nmx 7.985e-01 | 
+2025-11-24 13:10:46,644 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00024/00625 | lr 1.200e-01 | atrl 2.804e+00 | trl0 2.499e+00 | nm 1.106e+02 | nmx 7.941e-01 | 
+2025-11-24 13:10:50,385 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00025/00625 | lr 1.200e-01 | atrl 2.769e+00 | trl0 2.472e+00 | nm 1.106e+02 | nmx 7.920e-01 | 
+2025-11-24 13:10:54,124 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00026/00625 | lr 1.200e-01 | atrl 2.807e+00 | trl0 2.506e+00 | nm 1.106e+02 | nmx 7.931e-01 | 
+2025-11-24 13:10:57,865 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00027/00625 | lr 1.200e-01 | atrl 2.817e+00 | trl0 2.525e+00 | nm 1.106e+02 | nmx 7.989e-01 | 
+2025-11-24 13:11:01,606 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00028/00625 | lr 1.200e-01 | atrl 2.731e+00 | trl0 2.425e+00 | nm 1.106e+02 | nmx 8.049e-01 | 
+2025-11-24 13:11:05,347 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 037/100 | step 00029/00625 | lr 1.200e-01 | atrl 2.798e+00 | trl0 2.480e+00 | nm 1.106e+02 | nmx 8.078e-01 | 
+2025-11-24 13:11:05,944 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:11:05,944 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 13:11:05,944 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 13:11:05,944 | INFO | Starting EoS for checkpoint 36
+2025-11-24 13:11:05,944 | INFO | Starting EoS for model resnet50
+2025-11-24 13:11:06,327 | INFO | Model state successfully loaded
+2025-11-24 13:11:06,507 | INFO | Wrapped model with DDP
+2025-11-24 13:11:06,510 | INFO | Current learning rate: 0.09599999999999999
+2025-11-24 13:11:06,510 | INFO | Original learning rate: 0.12
+2025-11-24 13:11:06,513 | INFO | 🎯 Momentum Information:
+2025-11-24 13:11:06,513 | INFO |   Extracted vectors: 161
+2025-11-24 13:11:06,513 | INFO |   Has momentum state: True
+2025-11-24 13:11:13,908 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00000/00625 | lr 9.600e-02 | atrl 2.506e+00 | trl0 2.506e+00 | nm 1.106e+02 | nmx 2.265e-01 | 
+2025-11-24 13:11:17,647 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00001/00625 | lr 9.600e-02 | atrl 2.499e+00 | trl0 2.475e+00 | nm 1.106e+02 | nmx 4.201e-01 | 
+2025-11-24 13:11:21,389 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00002/00625 | lr 9.600e-02 | atrl 2.566e+00 | trl0 2.481e+00 | nm 1.106e+02 | nmx 5.700e-01 | 
+2025-11-24 13:11:25,130 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00003/00625 | lr 9.600e-02 | atrl 2.693e+00 | trl0 2.537e+00 | nm 1.106e+02 | nmx 6.686e-01 | 
+2025-11-24 13:11:28,869 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00004/00625 | lr 9.600e-02 | atrl 2.749e+00 | trl0 2.545e+00 | nm 1.106e+02 | nmx 7.167e-01 | 
+2025-11-24 13:11:32,609 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00005/00625 | lr 9.600e-02 | atrl 2.749e+00 | trl0 2.505e+00 | nm 1.106e+02 | nmx 7.202e-01 | 
+2025-11-24 13:11:36,351 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00006/00625 | lr 9.600e-02 | atrl 2.678e+00 | trl0 2.448e+00 | nm 1.106e+02 | nmx 6.946e-01 | 
+2025-11-24 13:11:40,092 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00007/00625 | lr 9.600e-02 | atrl 2.695e+00 | trl0 2.494e+00 | nm 1.106e+02 | nmx 6.601e-01 | 
+2025-11-24 13:11:43,833 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00008/00625 | lr 9.600e-02 | atrl 2.682e+00 | trl0 2.510e+00 | nm 1.106e+02 | nmx 6.360e-01 | 
+2025-11-24 13:11:47,576 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00009/00625 | lr 9.600e-02 | atrl 2.616e+00 | trl0 2.448e+00 | nm 1.106e+02 | nmx 6.317e-01 | 
+2025-11-24 13:11:51,316 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00010/00625 | lr 9.600e-02 | atrl 2.706e+00 | trl0 2.550e+00 | nm 1.106e+02 | nmx 6.479e-01 | 
+2025-11-24 13:11:55,058 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00011/00625 | lr 9.600e-02 | atrl 2.598e+00 | trl0 2.416e+00 | nm 1.106e+02 | nmx 6.731e-01 | 
+2025-11-24 13:11:58,799 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00012/00625 | lr 9.600e-02 | atrl 2.661e+00 | trl0 2.454e+00 | nm 1.106e+02 | nmx 6.954e-01 | 
+2025-11-24 13:12:02,541 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00013/00625 | lr 9.600e-02 | atrl 2.694e+00 | trl0 2.464e+00 | nm 1.106e+02 | nmx 7.094e-01 | 
+2025-11-24 13:12:06,281 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00014/00625 | lr 9.600e-02 | atrl 2.766e+00 | trl0 2.534e+00 | nm 1.106e+02 | nmx 7.149e-01 | 
+2025-11-24 13:12:10,023 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00015/00625 | lr 9.600e-02 | atrl 2.758e+00 | trl0 2.511e+00 | nm 1.106e+02 | nmx 7.118e-01 | 
+2025-11-24 13:12:13,764 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00016/00625 | lr 9.600e-02 | atrl 2.769e+00 | trl0 2.519e+00 | nm 1.106e+02 | nmx 7.012e-01 | 
+2025-11-24 13:12:17,506 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00017/00625 | lr 9.600e-02 | atrl 2.645e+00 | trl0 2.405e+00 | nm 1.106e+02 | nmx 6.892e-01 | 
+2025-11-24 13:12:21,246 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00018/00625 | lr 9.600e-02 | atrl 2.711e+00 | trl0 2.485e+00 | nm 1.106e+02 | nmx 6.812e-01 | 
+2025-11-24 13:12:24,987 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00019/00625 | lr 9.600e-02 | atrl 2.658e+00 | trl0 2.430e+00 | nm 1.106e+02 | nmx 6.786e-01 | 
+2025-11-24 13:12:28,728 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00020/00625 | lr 9.600e-02 | atrl 2.706e+00 | trl0 2.491e+00 | nm 1.106e+02 | nmx 6.833e-01 | 
+2025-11-24 13:12:32,467 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00021/00625 | lr 9.600e-02 | atrl 2.704e+00 | trl0 2.486e+00 | nm 1.106e+02 | nmx 6.933e-01 | 
+2025-11-24 13:12:36,208 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00022/00625 | lr 9.600e-02 | atrl 2.705e+00 | trl0 2.477e+00 | nm 1.106e+02 | nmx 7.042e-01 | 
+2025-11-24 13:12:39,949 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00023/00625 | lr 9.600e-02 | atrl 2.742e+00 | trl0 2.514e+00 | nm 1.106e+02 | nmx 7.133e-01 | 
+2025-11-24 13:12:43,692 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00024/00625 | lr 9.600e-02 | atrl 2.737e+00 | trl0 2.499e+00 | nm 1.106e+02 | nmx 7.177e-01 | 
+2025-11-24 13:12:47,432 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00025/00625 | lr 9.600e-02 | atrl 2.704e+00 | trl0 2.472e+00 | nm 1.106e+02 | nmx 7.192e-01 | 
+2025-11-24 13:12:51,173 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00026/00625 | lr 9.600e-02 | atrl 2.747e+00 | trl0 2.506e+00 | nm 1.106e+02 | nmx 7.173e-01 | 
+2025-11-24 13:12:54,914 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00027/00625 | lr 9.600e-02 | atrl 2.751e+00 | trl0 2.525e+00 | nm 1.106e+02 | nmx 7.165e-01 | 
+2025-11-24 13:12:58,655 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00028/00625 | lr 9.600e-02 | atrl 2.661e+00 | trl0 2.425e+00 | nm 1.106e+02 | nmx 7.160e-01 | 
+2025-11-24 13:13:02,396 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 037/100 | step 00029/00625 | lr 9.600e-02 | atrl 2.718e+00 | trl0 2.480e+00 | nm 1.106e+02 | nmx 7.160e-01 | 
+2025-11-24 13:13:02,934 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:13:02,935 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 13:13:02,935 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 13:13:02,935 | INFO | Starting EoS for checkpoint 36
+2025-11-24 13:13:02,935 | INFO | Starting EoS for model resnet50
+2025-11-24 13:13:03,313 | INFO | Model state successfully loaded
+2025-11-24 13:13:03,538 | INFO | Wrapped model with DDP
+2025-11-24 13:13:03,540 | INFO | Current learning rate: 0.072
+2025-11-24 13:13:03,540 | INFO | Original learning rate: 0.12
+2025-11-24 13:13:03,543 | INFO | 🎯 Momentum Information:
+2025-11-24 13:13:03,543 | INFO |   Extracted vectors: 161
+2025-11-24 13:13:03,543 | INFO |   Has momentum state: True
+2025-11-24 13:13:11,125 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00000/00625 | lr 7.200e-02 | atrl 2.506e+00 | trl0 2.506e+00 | nm 1.106e+02 | nmx 1.699e-01 | 
+2025-11-24 13:13:14,868 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00001/00625 | lr 7.200e-02 | atrl 2.488e+00 | trl0 2.475e+00 | nm 1.106e+02 | nmx 3.196e-01 | 
+2025-11-24 13:13:18,613 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00002/00625 | lr 7.200e-02 | atrl 2.528e+00 | trl0 2.481e+00 | nm 1.106e+02 | nmx 4.436e-01 | 
+2025-11-24 13:13:22,355 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00003/00625 | lr 7.200e-02 | atrl 2.627e+00 | trl0 2.537e+00 | nm 1.106e+02 | nmx 5.370e-01 | 
+2025-11-24 13:13:26,096 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00004/00625 | lr 7.200e-02 | atrl 2.671e+00 | trl0 2.545e+00 | nm 1.106e+02 | nmx 5.984e-01 | 
+2025-11-24 13:13:29,838 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00005/00625 | lr 7.200e-02 | atrl 2.673e+00 | trl0 2.505e+00 | nm 1.106e+02 | nmx 6.280e-01 | 
+2025-11-24 13:13:33,579 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00006/00625 | lr 7.200e-02 | atrl 2.617e+00 | trl0 2.448e+00 | nm 1.106e+02 | nmx 6.324e-01 | 
+2025-11-24 13:13:37,318 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00007/00625 | lr 7.200e-02 | atrl 2.658e+00 | trl0 2.494e+00 | nm 1.106e+02 | nmx 6.204e-01 | 
+2025-11-24 13:13:41,059 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00008/00625 | lr 7.200e-02 | atrl 2.659e+00 | trl0 2.510e+00 | nm 1.106e+02 | nmx 6.016e-01 | 
+2025-11-24 13:13:44,798 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00009/00625 | lr 7.200e-02 | atrl 2.595e+00 | trl0 2.448e+00 | nm 1.106e+02 | nmx 5.833e-01 | 
+2025-11-24 13:13:48,539 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00010/00625 | lr 7.200e-02 | atrl 2.669e+00 | trl0 2.550e+00 | nm 1.106e+02 | nmx 5.739e-01 | 
+2025-11-24 13:13:52,280 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00011/00625 | lr 7.200e-02 | atrl 2.541e+00 | trl0 2.416e+00 | nm 1.106e+02 | nmx 5.744e-01 | 
+2025-11-24 13:13:56,022 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00012/00625 | lr 7.200e-02 | atrl 2.588e+00 | trl0 2.454e+00 | nm 1.106e+02 | nmx 5.820e-01 | 
+2025-11-24 13:13:59,764 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00013/00625 | lr 7.200e-02 | atrl 2.610e+00 | trl0 2.464e+00 | nm 1.106e+02 | nmx 5.932e-01 | 
+2025-11-24 13:14:03,504 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00014/00625 | lr 7.200e-02 | atrl 2.677e+00 | trl0 2.534e+00 | nm 1.106e+02 | nmx 6.059e-01 | 
+2025-11-24 13:14:07,245 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00015/00625 | lr 7.200e-02 | atrl 2.671e+00 | trl0 2.511e+00 | nm 1.106e+02 | nmx 6.166e-01 | 
+2025-11-24 13:14:10,985 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00016/00625 | lr 7.200e-02 | atrl 2.688e+00 | trl0 2.519e+00 | nm 1.106e+02 | nmx 6.223e-01 | 
+2025-11-24 13:14:14,725 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00017/00625 | lr 7.200e-02 | atrl 2.580e+00 | trl0 2.405e+00 | nm 1.106e+02 | nmx 6.221e-01 | 
+2025-11-24 13:14:18,467 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00018/00625 | lr 7.200e-02 | atrl 2.656e+00 | trl0 2.485e+00 | nm 1.106e+02 | nmx 6.176e-01 | 
+2025-11-24 13:14:22,209 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00019/00625 | lr 7.200e-02 | atrl 2.611e+00 | trl0 2.430e+00 | nm 1.106e+02 | nmx 6.094e-01 | 
+2025-11-24 13:14:25,950 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00020/00625 | lr 7.200e-02 | atrl 2.660e+00 | trl0 2.491e+00 | nm 1.106e+02 | nmx 6.016e-01 | 
+2025-11-24 13:14:29,691 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00021/00625 | lr 7.200e-02 | atrl 2.651e+00 | trl0 2.486e+00 | nm 1.106e+02 | nmx 5.970e-01 | 
+2025-11-24 13:14:33,431 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00022/00625 | lr 7.200e-02 | atrl 2.640e+00 | trl0 2.477e+00 | nm 1.106e+02 | nmx 5.965e-01 | 
+2025-11-24 13:14:37,172 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00023/00625 | lr 7.200e-02 | atrl 2.672e+00 | trl0 2.514e+00 | nm 1.106e+02 | nmx 5.998e-01 | 
+2025-11-24 13:14:40,912 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00024/00625 | lr 7.200e-02 | atrl 2.660e+00 | trl0 2.499e+00 | nm 1.106e+02 | nmx 6.049e-01 | 
+2025-11-24 13:14:44,653 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00025/00625 | lr 7.200e-02 | atrl 2.629e+00 | trl0 2.472e+00 | nm 1.106e+02 | nmx 6.117e-01 | 
+2025-11-24 13:14:48,395 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00026/00625 | lr 7.200e-02 | atrl 2.673e+00 | trl0 2.506e+00 | nm 1.106e+02 | nmx 6.176e-01 | 
+2025-11-24 13:14:52,137 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00027/00625 | lr 7.200e-02 | atrl 2.689e+00 | trl0 2.525e+00 | nm 1.106e+02 | nmx 6.228e-01 | 
+2025-11-24 13:14:55,878 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00028/00625 | lr 7.200e-02 | atrl 2.596e+00 | trl0 2.425e+00 | nm 1.106e+02 | nmx 6.262e-01 | 
+2025-11-24 13:14:59,621 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 037/100 | step 00029/00625 | lr 7.200e-02 | atrl 2.651e+00 | trl0 2.480e+00 | nm 1.106e+02 | nmx 6.280e-01 | 

stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-4/train.jsonl

@@ -0,0 +1,150 @@
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stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-4/train.log

@@ -0,0 +1,211 @@
+2025-11-24 11:45:19,299 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 11:45:21,421 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 11:45:21,421 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 11:45:21,422 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 11:45:21,422 | INFO | Starting EoS for checkpoint 4
+2025-11-24 11:45:21,422 | INFO | Starting EoS for model resnet50
+2025-11-24 11:45:21,775 | INFO | Model state successfully loaded
+2025-11-24 11:45:23,421 | INFO | Wrapped model with DDP
+2025-11-24 11:45:23,423 | INFO | Current learning rate: 0.8408399999999998
+2025-11-24 11:45:23,423 | INFO | Original learning rate: 0.6005999999999999
+2025-11-24 11:45:23,449 | INFO | 🎯 Momentum Information:
+2025-11-24 11:45:23,449 | INFO |   Extracted vectors: 161
+2025-11-24 11:45:23,449 | INFO |   Has momentum state: True
+2025-11-24 11:45:32,091 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00000/00625 | lr 8.408e-01 | atrl 4.153e+00 | trl0 4.153e+00 | nm 1.407e+02 | nmx 1.227e+00 | 
+2025-11-24 11:45:35,893 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00001/00625 | lr 8.408e-01 | atrl 4.886e+00 | trl0 4.075e+00 | nm 1.407e+02 | nmx 1.340e+00 | 
+2025-11-24 11:45:39,634 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00002/00625 | lr 8.408e-01 | atrl 4.956e+00 | trl0 4.139e+00 | nm 1.407e+02 | nmx 9.592e-01 | 
+2025-11-24 11:45:43,375 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00003/00625 | lr 8.408e-01 | atrl 4.516e+00 | trl0 4.108e+00 | nm 1.408e+02 | nmx 1.256e+00 | 
+2025-11-24 11:45:47,117 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00004/00625 | lr 8.408e-01 | atrl 4.926e+00 | trl0 4.088e+00 | nm 1.408e+02 | nmx 1.382e+00 | 
+2025-11-24 11:45:50,860 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00005/00625 | lr 8.408e-01 | atrl 5.145e+00 | trl0 4.151e+00 | nm 1.408e+02 | nmx 1.145e+00 | 
+2025-11-24 11:45:54,600 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00006/00625 | lr 8.408e-01 | atrl 4.839e+00 | trl0 4.096e+00 | nm 1.408e+02 | nmx 1.251e+00 | 
+2025-11-24 11:45:58,342 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00007/00625 | lr 8.408e-01 | atrl 4.975e+00 | trl0 4.080e+00 | nm 1.407e+02 | nmx 1.422e+00 | 
+2025-11-24 11:46:02,082 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00008/00625 | lr 8.408e-01 | atrl 5.227e+00 | trl0 4.175e+00 | nm 1.407e+02 | nmx 1.312e+00 | 
+2025-11-24 11:46:05,825 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00009/00625 | lr 8.408e-01 | atrl 5.001e+00 | trl0 4.097e+00 | nm 1.408e+02 | nmx 1.303e+00 | 
+2025-11-24 11:46:09,565 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00010/00625 | lr 8.408e-01 | atrl 4.992e+00 | trl0 4.097e+00 | nm 1.408e+02 | nmx 1.427e+00 | 
+2025-11-24 11:46:13,306 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00011/00625 | lr 8.408e-01 | atrl 5.229e+00 | trl0 4.128e+00 | nm 1.408e+02 | nmx 1.382e+00 | 
+2025-11-24 11:46:17,045 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00012/00625 | lr 8.408e-01 | atrl 5.092e+00 | trl0 4.078e+00 | nm 1.408e+02 | nmx 1.341e+00 | 
+2025-11-24 11:46:20,784 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00013/00625 | lr 8.408e-01 | atrl 5.109e+00 | trl0 4.156e+00 | nm 1.408e+02 | nmx 1.444e+00 | 
+2025-11-24 11:46:24,527 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00014/00625 | lr 8.408e-01 | atrl 5.221e+00 | trl0 4.112e+00 | nm 1.407e+02 | nmx 1.435e+00 | 
+2025-11-24 11:46:28,267 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00015/00625 | lr 8.408e-01 | atrl 5.271e+00 | trl0 4.130e+00 | nm 1.408e+02 | nmx 1.378e+00 | 
+2025-11-24 11:46:32,007 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00016/00625 | lr 8.408e-01 | atrl 5.181e+00 | trl0 4.138e+00 | nm 1.408e+02 | nmx 1.490e+00 | 
+2025-11-24 11:46:35,748 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00017/00625 | lr 8.408e-01 | atrl 5.415e+00 | trl0 4.196e+00 | nm 1.408e+02 | nmx 1.479e+00 | 
+2025-11-24 11:46:39,488 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00018/00625 | lr 8.408e-01 | atrl 5.350e+00 | trl0 4.130e+00 | nm 1.408e+02 | nmx 1.453e+00 | 
+2025-11-24 11:46:43,228 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00019/00625 | lr 8.408e-01 | atrl 5.319e+00 | trl0 4.115e+00 | nm 1.408e+02 | nmx 1.467e+00 | 
+2025-11-24 11:46:46,968 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00020/00625 | lr 8.408e-01 | atrl 5.328e+00 | trl0 4.057e+00 | nm 1.408e+02 | nmx 1.553e+00 | 
+2025-11-24 11:46:50,707 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00021/00625 | lr 8.408e-01 | atrl 5.546e+00 | trl0 4.073e+00 | nm 1.408e+02 | nmx 1.540e+00 | 
+2025-11-24 11:46:54,446 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00022/00625 | lr 8.408e-01 | atrl 5.608e+00 | trl0 4.104e+00 | nm 1.408e+02 | nmx 1.641e+00 | 
+2025-11-24 11:46:58,187 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00023/00625 | lr 8.408e-01 | atrl 5.897e+00 | trl0 4.097e+00 | nm 1.408e+02 | nmx 1.671e+00 | 
+2025-11-24 11:47:01,926 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00024/00625 | lr 8.408e-01 | atrl 6.205e+00 | trl0 4.086e+00 | nm 1.408e+02 | nmx 1.757e+00 | 
+2025-11-24 11:47:05,665 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00025/00625 | lr 8.408e-01 | atrl 6.459e+00 | trl0 4.092e+00 | nm 1.408e+02 | nmx 1.788e+00 | 
+2025-11-24 11:47:09,405 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00026/00625 | lr 8.408e-01 | atrl 6.740e+00 | trl0 4.094e+00 | nm 1.408e+02 | nmx 1.923e+00 | 
+2025-11-24 11:47:13,144 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00027/00625 | lr 8.408e-01 | atrl 7.130e+00 | trl0 4.147e+00 | nm 1.408e+02 | nmx 1.880e+00 | 
+2025-11-24 11:47:16,882 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00028/00625 | lr 8.408e-01 | atrl 6.635e+00 | trl0 4.109e+00 | nm 1.408e+02 | nmx 1.846e+00 | 
+2025-11-24 11:47:20,619 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 005/100 | step 00029/00625 | lr 8.408e-01 | atrl 6.041e+00 | trl0 4.045e+00 | nm 1.408e+02 | nmx 1.744e+00 | 
+2025-11-24 11:47:20,944 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 11:47:20,945 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 11:47:20,945 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 11:47:20,945 | INFO | Starting EoS for checkpoint 4
+2025-11-24 11:47:20,945 | INFO | Starting EoS for model resnet50
+2025-11-24 11:47:21,335 | INFO | Model state successfully loaded
+2025-11-24 11:47:21,540 | INFO | Wrapped model with DDP
+2025-11-24 11:47:21,542 | INFO | Current learning rate: 0.7207199999999999
+2025-11-24 11:47:21,542 | INFO | Original learning rate: 0.6005999999999999
+2025-11-24 11:47:21,629 | INFO | 🎯 Momentum Information:
+2025-11-24 11:47:21,630 | INFO |   Extracted vectors: 161
+2025-11-24 11:47:21,630 | INFO |   Has momentum state: True
+2025-11-24 11:47:29,467 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00000/00625 | lr 7.207e-01 | atrl 4.153e+00 | trl0 4.153e+00 | nm 1.407e+02 | nmx 1.052e+00 | 
+2025-11-24 11:47:33,206 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00001/00625 | lr 7.207e-01 | atrl 4.656e+00 | trl0 4.075e+00 | nm 1.407e+02 | nmx 1.271e+00 | 
+2025-11-24 11:47:36,943 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00002/00625 | lr 7.207e-01 | atrl 4.862e+00 | trl0 4.139e+00 | nm 1.407e+02 | nmx 9.444e-01 | 
+2025-11-24 11:47:40,683 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00003/00625 | lr 7.207e-01 | atrl 4.480e+00 | trl0 4.108e+00 | nm 1.408e+02 | nmx 1.035e+00 | 
+2025-11-24 11:47:44,422 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00004/00625 | lr 7.207e-01 | atrl 4.629e+00 | trl0 4.088e+00 | nm 1.408e+02 | nmx 1.268e+00 | 
+2025-11-24 11:47:48,159 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00005/00625 | lr 7.207e-01 | atrl 4.953e+00 | trl0 4.151e+00 | nm 1.408e+02 | nmx 1.157e+00 | 
+2025-11-24 11:47:51,899 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00006/00625 | lr 7.207e-01 | atrl 4.820e+00 | trl0 4.096e+00 | nm 1.408e+02 | nmx 1.019e+00 | 
+2025-11-24 11:47:55,640 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00007/00625 | lr 7.207e-01 | atrl 4.629e+00 | trl0 4.080e+00 | nm 1.407e+02 | nmx 1.217e+00 | 
+2025-11-24 11:47:59,377 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00008/00625 | lr 7.207e-01 | atrl 4.959e+00 | trl0 4.175e+00 | nm 1.407e+02 | nmx 1.280e+00 | 
+2025-11-24 11:48:03,114 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00009/00625 | lr 7.207e-01 | atrl 4.903e+00 | trl0 4.097e+00 | nm 1.408e+02 | nmx 1.179e+00 | 
+2025-11-24 11:48:06,853 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00010/00625 | lr 7.207e-01 | atrl 4.817e+00 | trl0 4.097e+00 | nm 1.408e+02 | nmx 1.185e+00 | 
+2025-11-24 11:48:10,594 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00011/00625 | lr 7.207e-01 | atrl 4.852e+00 | trl0 4.128e+00 | nm 1.408e+02 | nmx 1.308e+00 | 
+2025-11-24 11:48:14,333 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00012/00625 | lr 7.207e-01 | atrl 4.991e+00 | trl0 4.078e+00 | nm 1.408e+02 | nmx 1.246e+00 | 
+2025-11-24 11:48:18,072 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00013/00625 | lr 7.207e-01 | atrl 4.950e+00 | trl0 4.156e+00 | nm 1.408e+02 | nmx 1.215e+00 | 
+2025-11-24 11:48:21,810 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00014/00625 | lr 7.207e-01 | atrl 4.890e+00 | trl0 4.112e+00 | nm 1.408e+02 | nmx 1.277e+00 | 
+2025-11-24 11:48:25,556 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00015/00625 | lr 7.207e-01 | atrl 4.974e+00 | trl0 4.130e+00 | nm 1.407e+02 | nmx 1.280e+00 | 
+2025-11-24 11:48:29,293 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00016/00625 | lr 7.207e-01 | atrl 4.975e+00 | trl0 4.138e+00 | nm 1.408e+02 | nmx 1.271e+00 | 
+2025-11-24 11:48:33,033 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00017/00625 | lr 7.207e-01 | atrl 5.024e+00 | trl0 4.196e+00 | nm 1.408e+02 | nmx 1.302e+00 | 
+2025-11-24 11:48:36,771 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00018/00625 | lr 7.207e-01 | atrl 4.980e+00 | trl0 4.130e+00 | nm 1.408e+02 | nmx 1.301e+00 | 
+2025-11-24 11:48:40,514 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00019/00625 | lr 7.207e-01 | atrl 4.987e+00 | trl0 4.115e+00 | nm 1.408e+02 | nmx 1.305e+00 | 
+2025-11-24 11:48:44,255 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00020/00625 | lr 7.207e-01 | atrl 4.976e+00 | trl0 4.057e+00 | nm 1.408e+02 | nmx 1.293e+00 | 
+2025-11-24 11:48:47,993 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00021/00625 | lr 7.207e-01 | atrl 4.968e+00 | trl0 4.073e+00 | nm 1.408e+02 | nmx 1.312e+00 | 
+2025-11-24 11:48:51,730 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00022/00625 | lr 7.207e-01 | atrl 5.014e+00 | trl0 4.104e+00 | nm 1.408e+02 | nmx 1.349e+00 | 
+2025-11-24 11:48:55,470 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00023/00625 | lr 7.207e-01 | atrl 5.063e+00 | trl0 4.097e+00 | nm 1.408e+02 | nmx 1.318e+00 | 
+2025-11-24 11:48:59,209 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00024/00625 | lr 7.207e-01 | atrl 4.994e+00 | trl0 4.086e+00 | nm 1.408e+02 | nmx 1.314e+00 | 
+2025-11-24 11:49:02,948 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00025/00625 | lr 7.207e-01 | atrl 5.010e+00 | trl0 4.092e+00 | nm 1.408e+02 | nmx 1.342e+00 | 
+2025-11-24 11:49:06,690 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00026/00625 | lr 7.207e-01 | atrl 5.050e+00 | trl0 4.094e+00 | nm 1.408e+02 | nmx 1.344e+00 | 
+2025-11-24 11:49:10,428 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00027/00625 | lr 7.207e-01 | atrl 5.068e+00 | trl0 4.147e+00 | nm 1.408e+02 | nmx 1.318e+00 | 
+2025-11-24 11:49:14,166 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00028/00625 | lr 7.207e-01 | atrl 4.992e+00 | trl0 4.109e+00 | nm 1.408e+02 | nmx 1.335e+00 | 
+2025-11-24 11:49:17,903 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 005/100 | step 00029/00625 | lr 7.207e-01 | atrl 4.990e+00 | trl0 4.045e+00 | nm 1.408e+02 | nmx 1.329e+00 | 
+2025-11-24 11:49:18,080 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 11:49:18,081 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 11:49:18,081 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 11:49:18,081 | INFO | Starting EoS for checkpoint 4
+2025-11-24 11:49:18,081 | INFO | Starting EoS for model resnet50
+2025-11-24 11:49:18,463 | INFO | Model state successfully loaded
+2025-11-24 11:49:19,069 | INFO | Wrapped model with DDP
+2025-11-24 11:49:19,072 | INFO | Current learning rate: 0.6005999999999999
+2025-11-24 11:49:19,072 | INFO | Original learning rate: 0.6005999999999999
+2025-11-24 11:49:19,075 | INFO | 🎯 Momentum Information:
+2025-11-24 11:49:19,075 | INFO |   Extracted vectors: 161
+2025-11-24 11:49:19,075 | INFO |   Has momentum state: True
+2025-11-24 11:49:26,550 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00000/00625 | lr 6.006e-01 | atrl 4.153e+00 | trl0 4.153e+00 | nm 1.407e+02 | nmx 8.765e-01 | 
+2025-11-24 11:49:30,287 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00001/00625 | lr 6.006e-01 | atrl 4.464e+00 | trl0 4.075e+00 | nm 1.407e+02 | nmx 1.170e+00 | 
+2025-11-24 11:49:34,025 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00002/00625 | lr 6.006e-01 | atrl 4.746e+00 | trl0 4.139e+00 | nm 1.407e+02 | nmx 9.597e-01 | 
+2025-11-24 11:49:37,764 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00003/00625 | lr 6.006e-01 | atrl 4.480e+00 | trl0 4.108e+00 | nm 1.408e+02 | nmx 8.595e-01 | 
+2025-11-24 11:49:41,505 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00004/00625 | lr 6.006e-01 | atrl 4.406e+00 | trl0 4.088e+00 | nm 1.408e+02 | nmx 1.076e+00 | 
+2025-11-24 11:49:45,243 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00005/00625 | lr 6.006e-01 | atrl 4.692e+00 | trl0 4.151e+00 | nm 1.408e+02 | nmx 1.137e+00 | 
+2025-11-24 11:49:48,983 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00006/00625 | lr 6.006e-01 | atrl 4.760e+00 | trl0 4.096e+00 | nm 1.408e+02 | nmx 9.544e-01 | 
+2025-11-24 11:49:52,722 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00007/00625 | lr 6.006e-01 | atrl 4.525e+00 | trl0 4.080e+00 | nm 1.408e+02 | nmx 9.624e-01 | 
+2025-11-24 11:49:56,460 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00008/00625 | lr 6.006e-01 | atrl 4.662e+00 | trl0 4.175e+00 | nm 1.407e+02 | nmx 1.115e+00 | 
+2025-11-24 11:50:00,199 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00009/00625 | lr 6.006e-01 | atrl 4.706e+00 | trl0 4.097e+00 | nm 1.407e+02 | nmx 1.152e+00 | 
+2025-11-24 11:50:03,937 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00010/00625 | lr 6.006e-01 | atrl 4.755e+00 | trl0 4.097e+00 | nm 1.408e+02 | nmx 1.054e+00 | 
+2025-11-24 11:50:07,677 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00011/00625 | lr 6.006e-01 | atrl 4.670e+00 | trl0 4.128e+00 | nm 1.408e+02 | nmx 1.066e+00 | 
+2025-11-24 11:50:11,417 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00012/00625 | lr 6.006e-01 | atrl 4.645e+00 | trl0 4.078e+00 | nm 1.408e+02 | nmx 1.162e+00 | 
+2025-11-24 11:50:15,157 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00013/00625 | lr 6.006e-01 | atrl 4.831e+00 | trl0 4.156e+00 | nm 1.408e+02 | nmx 1.136e+00 | 
+2025-11-24 11:50:18,900 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00014/00625 | lr 6.006e-01 | atrl 4.737e+00 | trl0 4.112e+00 | nm 1.408e+02 | nmx 1.086e+00 | 
+2025-11-24 11:50:22,640 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00015/00625 | lr 6.006e-01 | atrl 4.740e+00 | trl0 4.130e+00 | nm 1.408e+02 | nmx 1.111e+00 | 
+2025-11-24 11:50:26,379 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00016/00625 | lr 6.006e-01 | atrl 4.763e+00 | trl0 4.138e+00 | nm 1.408e+02 | nmx 1.169e+00 | 
+2025-11-24 11:50:30,120 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00017/00625 | lr 6.006e-01 | atrl 4.884e+00 | trl0 4.196e+00 | nm 1.408e+02 | nmx 1.164e+00 | 
+2025-11-24 11:50:33,860 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00018/00625 | lr 6.006e-01 | atrl 4.794e+00 | trl0 4.130e+00 | nm 1.408e+02 | nmx 1.155e+00 | 
+2025-11-24 11:50:37,600 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00019/00625 | lr 6.006e-01 | atrl 4.825e+00 | trl0 4.115e+00 | nm 1.408e+02 | nmx 1.150e+00 | 
+2025-11-24 11:50:41,340 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00020/00625 | lr 6.006e-01 | atrl 4.711e+00 | trl0 4.057e+00 | nm 1.408e+02 | nmx 1.193e+00 | 
+2025-11-24 11:50:45,078 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00021/00625 | lr 6.006e-01 | atrl 4.819e+00 | trl0 4.073e+00 | nm 1.408e+02 | nmx 1.162e+00 | 
+2025-11-24 11:50:48,817 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00022/00625 | lr 6.006e-01 | atrl 4.786e+00 | trl0 4.104e+00 | nm 1.408e+02 | nmx 1.151e+00 | 
+2025-11-24 11:50:52,555 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00023/00625 | lr 6.006e-01 | atrl 4.761e+00 | trl0 4.097e+00 | nm 1.408e+02 | nmx 1.166e+00 | 
+2025-11-24 11:50:56,293 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00024/00625 | lr 6.006e-01 | atrl 4.769e+00 | trl0 4.086e+00 | nm 1.408e+02 | nmx 1.187e+00 | 
+2025-11-24 11:51:00,032 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00025/00625 | lr 6.006e-01 | atrl 4.820e+00 | trl0 4.092e+00 | nm 1.408e+02 | nmx 1.164e+00 | 
+2025-11-24 11:51:03,771 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00026/00625 | lr 6.006e-01 | atrl 4.793e+00 | trl0 4.094e+00 | nm 1.408e+02 | nmx 1.165e+00 | 
+2025-11-24 11:51:07,508 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00027/00625 | lr 6.006e-01 | atrl 4.795e+00 | trl0 4.147e+00 | nm 1.408e+02 | nmx 1.198e+00 | 
+2025-11-24 11:51:11,246 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00028/00625 | lr 6.006e-01 | atrl 4.822e+00 | trl0 4.109e+00 | nm 1.408e+02 | nmx 1.182e+00 | 
+2025-11-24 11:51:14,984 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 005/100 | step 00029/00625 | lr 6.006e-01 | atrl 4.744e+00 | trl0 4.045e+00 | nm 1.408e+02 | nmx 1.179e+00 | 
+2025-11-24 11:51:15,489 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 11:51:15,490 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 11:51:15,490 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 11:51:15,490 | INFO | Starting EoS for checkpoint 4
+2025-11-24 11:51:15,490 | INFO | Starting EoS for model resnet50
+2025-11-24 11:51:15,873 | INFO | Model state successfully loaded
+2025-11-24 11:51:16,103 | INFO | Wrapped model with DDP
+2025-11-24 11:51:16,105 | INFO | Current learning rate: 0.4804799999999999
+2025-11-24 11:51:16,105 | INFO | Original learning rate: 0.6005999999999999
+2025-11-24 11:51:16,108 | INFO | 🎯 Momentum Information:
+2025-11-24 11:51:16,108 | INFO |   Extracted vectors: 161
+2025-11-24 11:51:16,108 | INFO |   Has momentum state: True
+2025-11-24 11:51:23,478 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00000/00625 | lr 4.805e-01 | atrl 4.153e+00 | trl0 4.153e+00 | nm 1.408e+02 | nmx 7.012e-01 | 
+2025-11-24 11:51:27,216 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00001/00625 | lr 4.805e-01 | atrl 4.310e+00 | trl0 4.075e+00 | nm 1.407e+02 | nmx 1.029e+00 | 
+2025-11-24 11:51:30,954 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00002/00625 | lr 4.805e-01 | atrl 4.600e+00 | trl0 4.139e+00 | nm 1.407e+02 | nmx 9.590e-01 | 
+2025-11-24 11:51:34,692 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00003/00625 | lr 4.805e-01 | atrl 4.473e+00 | trl0 4.108e+00 | nm 1.407e+02 | nmx 7.829e-01 | 
+2025-11-24 11:51:38,436 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00004/00625 | lr 4.805e-01 | atrl 4.298e+00 | trl0 4.088e+00 | nm 1.408e+02 | nmx 8.586e-01 | 
+2025-11-24 11:51:42,175 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00005/00625 | lr 4.805e-01 | atrl 4.448e+00 | trl0 4.151e+00 | nm 1.408e+02 | nmx 1.000e+00 | 
+2025-11-24 11:51:45,914 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00006/00625 | lr 4.805e-01 | atrl 4.545e+00 | trl0 4.096e+00 | nm 1.408e+02 | nmx 9.731e-01 | 
+2025-11-24 11:51:49,652 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00007/00625 | lr 4.805e-01 | atrl 4.540e+00 | trl0 4.080e+00 | nm 1.408e+02 | nmx 8.389e-01 | 
+2025-11-24 11:51:53,392 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00008/00625 | lr 4.805e-01 | atrl 4.508e+00 | trl0 4.175e+00 | nm 1.408e+02 | nmx 8.650e-01 | 
+2025-11-24 11:51:57,131 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00009/00625 | lr 4.805e-01 | atrl 4.453e+00 | trl0 4.097e+00 | nm 1.408e+02 | nmx 9.804e-01 | 
+2025-11-24 11:52:00,869 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00010/00625 | lr 4.805e-01 | atrl 4.547e+00 | trl0 4.097e+00 | nm 1.407e+02 | nmx 1.013e+00 | 
+2025-11-24 11:52:04,608 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00011/00625 | lr 4.805e-01 | atrl 4.605e+00 | trl0 4.128e+00 | nm 1.407e+02 | nmx 9.593e-01 | 
+2025-11-24 11:52:08,347 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00012/00625 | lr 4.805e-01 | atrl 4.495e+00 | trl0 4.078e+00 | nm 1.408e+02 | nmx 9.418e-01 | 
+2025-11-24 11:52:12,084 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00013/00625 | lr 4.805e-01 | atrl 4.550e+00 | trl0 4.156e+00 | nm 1.408e+02 | nmx 9.976e-01 | 
+2025-11-24 11:52:15,822 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00014/00625 | lr 4.805e-01 | atrl 4.567e+00 | trl0 4.112e+00 | nm 1.408e+02 | nmx 1.021e+00 | 
+2025-11-24 11:52:19,559 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00015/00625 | lr 4.805e-01 | atrl 4.638e+00 | trl0 4.130e+00 | nm 1.408e+02 | nmx 9.795e-01 | 
+2025-11-24 11:52:23,298 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00016/00625 | lr 4.805e-01 | atrl 4.603e+00 | trl0 4.138e+00 | nm 1.408e+02 | nmx 9.596e-01 | 
+2025-11-24 11:52:27,037 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00017/00625 | lr 4.805e-01 | atrl 4.621e+00 | trl0 4.196e+00 | nm 1.408e+02 | nmx 9.988e-01 | 
+2025-11-24 11:52:30,777 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00018/00625 | lr 4.805e-01 | atrl 4.609e+00 | trl0 4.130e+00 | nm 1.408e+02 | nmx 1.030e+00 | 
+2025-11-24 11:52:34,515 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00019/00625 | lr 4.805e-01 | atrl 4.621e+00 | trl0 4.115e+00 | nm 1.408e+02 | nmx 1.017e+00 | 
+2025-11-24 11:52:38,253 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00020/00625 | lr 4.805e-01 | atrl 4.545e+00 | trl0 4.057e+00 | nm 1.408e+02 | nmx 1.000e+00 | 
+2025-11-24 11:52:41,991 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00021/00625 | lr 4.805e-01 | atrl 4.527e+00 | trl0 4.073e+00 | nm 1.408e+02 | nmx 1.014e+00 | 
+2025-11-24 11:52:45,729 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00022/00625 | lr 4.805e-01 | atrl 4.571e+00 | trl0 4.104e+00 | nm 1.408e+02 | nmx 1.024e+00 | 
+2025-11-24 11:52:49,468 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00023/00625 | lr 4.805e-01 | atrl 4.575e+00 | trl0 4.097e+00 | nm 1.408e+02 | nmx 1.027e+00 | 
+2025-11-24 11:52:53,207 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00024/00625 | lr 4.805e-01 | atrl 4.588e+00 | trl0 4.086e+00 | nm 1.408e+02 | nmx 1.014e+00 | 
+2025-11-24 11:52:56,945 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00025/00625 | lr 4.805e-01 | atrl 4.585e+00 | trl0 4.092e+00 | nm 1.408e+02 | nmx 1.009e+00 | 
+2025-11-24 11:53:00,683 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00026/00625 | lr 4.805e-01 | atrl 4.581e+00 | trl0 4.094e+00 | nm 1.408e+02 | nmx 1.027e+00 | 
+2025-11-24 11:53:04,423 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00027/00625 | lr 4.805e-01 | atrl 4.642e+00 | trl0 4.147e+00 | nm 1.408e+02 | nmx 1.035e+00 | 
+2025-11-24 11:53:08,161 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00028/00625 | lr 4.805e-01 | atrl 4.609e+00 | trl0 4.109e+00 | nm 1.408e+02 | nmx 1.027e+00 | 
+2025-11-24 11:53:11,899 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 005/100 | step 00029/00625 | lr 4.805e-01 | atrl 4.554e+00 | trl0 4.045e+00 | nm 1.408e+02 | nmx 1.016e+00 | 
+2025-11-24 11:53:12,358 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 11:53:12,359 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 11:53:12,359 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 11:53:12,359 | INFO | Starting EoS for checkpoint 4
+2025-11-24 11:53:12,359 | INFO | Starting EoS for model resnet50
+2025-11-24 11:53:12,739 | INFO | Model state successfully loaded
+2025-11-24 11:53:13,047 | INFO | Wrapped model with DDP
+2025-11-24 11:53:13,049 | INFO | Current learning rate: 0.36035999999999996
+2025-11-24 11:53:13,049 | INFO | Original learning rate: 0.6005999999999999
+2025-11-24 11:53:13,052 | INFO | 🎯 Momentum Information:
+2025-11-24 11:53:13,052 | INFO |   Extracted vectors: 161
+2025-11-24 11:53:13,052 | INFO |   Has momentum state: True
+2025-11-24 11:53:20,406 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00000/00625 | lr 3.604e-01 | atrl 4.153e+00 | trl0 4.153e+00 | nm 1.408e+02 | nmx 5.259e-01 | 
+2025-11-24 11:53:24,145 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00001/00625 | lr 3.604e-01 | atrl 4.194e+00 | trl0 4.075e+00 | nm 1.407e+02 | nmx 8.447e-01 | 
+2025-11-24 11:53:27,882 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00002/00625 | lr 3.604e-01 | atrl 4.431e+00 | trl0 4.139e+00 | nm 1.407e+02 | nmx 9.019e-01 | 
+2025-11-24 11:53:31,620 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00003/00625 | lr 3.604e-01 | atrl 4.427e+00 | trl0 4.108e+00 | nm 1.407e+02 | nmx 7.837e-01 | 
+2025-11-24 11:53:35,360 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00004/00625 | lr 3.604e-01 | atrl 4.271e+00 | trl0 4.088e+00 | nm 1.408e+02 | nmx 7.132e-01 | 
+2025-11-24 11:53:39,098 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00005/00625 | lr 3.604e-01 | atrl 4.285e+00 | trl0 4.151e+00 | nm 1.408e+02 | nmx 7.872e-01 | 
+2025-11-24 11:53:42,838 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00006/00625 | lr 3.604e-01 | atrl 4.313e+00 | trl0 4.096e+00 | nm 1.408e+02 | nmx 8.666e-01 | 
+2025-11-24 11:53:46,578 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00007/00625 | lr 3.604e-01 | atrl 4.401e+00 | trl0 4.080e+00 | nm 1.408e+02 | nmx 8.430e-01 | 
+2025-11-24 11:53:50,315 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00008/00625 | lr 3.604e-01 | atrl 4.492e+00 | trl0 4.175e+00 | nm 1.408e+02 | nmx 7.570e-01 | 
+2025-11-24 11:53:54,054 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00009/00625 | lr 3.604e-01 | atrl 4.333e+00 | trl0 4.097e+00 | nm 1.408e+02 | nmx 7.433e-01 | 
+2025-11-24 11:53:57,792 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00010/00625 | lr 3.604e-01 | atrl 4.335e+00 | trl0 4.097e+00 | nm 1.408e+02 | nmx 8.040e-01 | 
+2025-11-24 11:54:01,533 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00011/00625 | lr 3.604e-01 | atrl 4.412e+00 | trl0 4.128e+00 | nm 1.408e+02 | nmx 8.587e-01 | 
+2025-11-24 11:54:05,272 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00012/00625 | lr 3.604e-01 | atrl 4.393e+00 | trl0 4.078e+00 | nm 1.407e+02 | nmx 8.687e-01 | 
+2025-11-24 11:54:09,012 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00013/00625 | lr 3.604e-01 | atrl 4.479e+00 | trl0 4.156e+00 | nm 1.408e+02 | nmx 8.450e-01 | 
+2025-11-24 11:54:12,750 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00014/00625 | lr 3.604e-01 | atrl 4.391e+00 | trl0 4.112e+00 | nm 1.408e+02 | nmx 8.354e-01 | 
+2025-11-24 11:54:16,491 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00015/00625 | lr 3.604e-01 | atrl 4.406e+00 | trl0 4.130e+00 | nm 1.408e+02 | nmx 8.509e-01 | 
+2025-11-24 11:54:20,231 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00016/00625 | lr 3.604e-01 | atrl 4.441e+00 | trl0 4.138e+00 | nm 1.408e+02 | nmx 8.691e-01 | 
+2025-11-24 11:54:23,970 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00017/00625 | lr 3.604e-01 | atrl 4.512e+00 | trl0 4.196e+00 | nm 1.408e+02 | nmx 8.682e-01 | 
+2025-11-24 11:54:27,708 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00018/00625 | lr 3.604e-01 | atrl 4.458e+00 | trl0 4.130e+00 | nm 1.408e+02 | nmx 8.536e-01 | 
+2025-11-24 11:54:31,449 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00019/00625 | lr 3.604e-01 | atrl 4.420e+00 | trl0 4.115e+00 | nm 1.408e+02 | nmx 8.495e-01 | 
+2025-11-24 11:54:35,187 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00020/00625 | lr 3.604e-01 | atrl 4.369e+00 | trl0 4.057e+00 | nm 1.408e+02 | nmx 8.572e-01 | 
+2025-11-24 11:54:38,925 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00021/00625 | lr 3.604e-01 | atrl 4.387e+00 | trl0 4.073e+00 | nm 1.408e+02 | nmx 8.697e-01 | 
+2025-11-24 11:54:42,663 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00022/00625 | lr 3.604e-01 | atrl 4.421e+00 | trl0 4.104e+00 | nm 1.408e+02 | nmx 8.833e-01 | 
+2025-11-24 11:54:46,404 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00023/00625 | lr 3.604e-01 | atrl 4.428e+00 | trl0 4.097e+00 | nm 1.408e+02 | nmx 8.789e-01 | 
+2025-11-24 11:54:50,142 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00024/00625 | lr 3.604e-01 | atrl 4.422e+00 | trl0 4.086e+00 | nm 1.408e+02 | nmx 8.680e-01 | 
+2025-11-24 11:54:53,880 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00025/00625 | lr 3.604e-01 | atrl 4.417e+00 | trl0 4.092e+00 | nm 1.408e+02 | nmx 8.734e-01 | 
+2025-11-24 11:54:57,619 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00026/00625 | lr 3.604e-01 | atrl 4.425e+00 | trl0 4.094e+00 | nm 1.408e+02 | nmx 8.861e-01 | 
+2025-11-24 11:55:01,361 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00027/00625 | lr 3.604e-01 | atrl 4.469e+00 | trl0 4.147e+00 | nm 1.408e+02 | nmx 8.957e-01 | 
+2025-11-24 11:55:05,100 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00028/00625 | lr 3.604e-01 | atrl 4.455e+00 | trl0 4.109e+00 | nm 1.408e+02 | nmx 8.850e-01 | 
+2025-11-24 11:55:08,838 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 005/100 | step 00029/00625 | lr 3.604e-01 | atrl 4.388e+00 | trl0 4.045e+00 | nm 1.408e+02 | nmx 8.714e-01 | 

stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-52/train.jsonl

@@ -0,0 +1,150 @@
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+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [53, 100], "step": [25, 625], "lr": 0.072, "atrl": 2.682426691055298, "trl0": 2.43794322013855, "nm": 106.95954118120488, "nmx": 0.7592116603674137, "olr": 0.12, "otrl": 2.437939167022705, "trl01": 2.353423595428467, "otrl1": 2.3975830078125, "nm0": 106.9648611174319, "onm": 106.97131818220707, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [53, 100], "step": [26, 625], "lr": 0.072, "atrl": 2.7429685592651367, "trl0": 2.479750871658325, "nm": 106.9590873925059, "nmx": 0.768285731455311, "olr": 0.12, "otrl": 2.5035252571105957, "trl01": 2.569316864013672, "otrl1": 2.4827795028686523, "nm0": 106.9648611174319, "onm": 106.97130314191735, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [53, 100], "step": [27, 625], "lr": 0.072, "atrl": 2.6774468421936035, "trl0": 2.4029359817504883, "nm": 106.95865140951534, "nmx": 0.7745845356955153, "olr": 0.12, "otrl": 2.40956974029541, "trl01": 2.616166591644287, "otrl1": 2.618077278137207, "nm0": 106.9648611174319, "onm": 106.97138048670996, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [53, 100], "step": [28, 625], "lr": 0.072, "atrl": 2.730828046798706, "trl0": 2.4753828048706055, "nm": 106.95826731705884, "nmx": 0.7794794632091814, "olr": 0.12, "otrl": 2.453965187072754, "trl01": 2.4213266372680664, "otrl1": 2.3469033241271973, "nm0": 106.9648611174319, "onm": 106.97154971909072, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [53, 100], "step": [29, 625], "lr": 0.072, "atrl": 2.7703356742858887, "trl0": 2.5017058849334717, "nm": 106.9578999493612, "nmx": 0.781569306169003, "olr": 0.12, "otrl": 2.5045034885406494, "trl01": 2.4299404621124268, "otrl1": 2.475969076156616, "nm0": 106.9648611174319, "onm": 106.97171796895819, "data_diff": 0.0}

stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-52/train.log

@@ -0,0 +1,211 @@
+2025-11-24 13:15:12,543 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 13:15:14,823 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:15:14,823 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 13:15:14,823 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 13:15:14,823 | INFO | Starting EoS for checkpoint 52
+2025-11-24 13:15:14,824 | INFO | Starting EoS for model resnet50
+2025-11-24 13:15:15,374 | INFO | Model state successfully loaded
+2025-11-24 13:15:16,744 | INFO | Wrapped model with DDP
+2025-11-24 13:15:16,747 | INFO | Current learning rate: 0.16799999999999998
+2025-11-24 13:15:16,747 | INFO | Original learning rate: 0.12
+2025-11-24 13:15:16,777 | INFO | 🎯 Momentum Information:
+2025-11-24 13:15:16,777 | INFO |   Extracted vectors: 161
+2025-11-24 13:15:16,777 | INFO |   Has momentum state: True
+2025-11-24 13:15:25,573 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00000/00625 | lr 1.680e-01 | atrl 2.454e+00 | trl0 2.454e+00 | nm 1.070e+02 | nmx 4.890e-01 | 
+2025-11-24 13:15:29,321 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00001/00625 | lr 1.680e-01 | atrl 2.596e+00 | trl0 2.465e+00 | nm 1.070e+02 | nmx 8.665e-01 | 
+2025-11-24 13:15:33,064 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00002/00625 | lr 1.680e-01 | atrl 2.862e+00 | trl0 2.467e+00 | nm 1.070e+02 | nmx 1.093e+00 | 
+2025-11-24 13:15:36,804 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00003/00625 | lr 1.680e-01 | atrl 3.000e+00 | trl0 2.388e+00 | nm 1.070e+02 | nmx 1.160e+00 | 
+2025-11-24 13:15:40,546 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00004/00625 | lr 1.680e-01 | atrl 3.126e+00 | trl0 2.482e+00 | nm 1.070e+02 | nmx 1.106e+00 | 
+2025-11-24 13:15:44,288 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00005/00625 | lr 1.680e-01 | atrl 3.083e+00 | trl0 2.506e+00 | nm 1.070e+02 | nmx 9.991e-01 | 
+2025-11-24 13:15:48,029 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00006/00625 | lr 1.680e-01 | atrl 2.907e+00 | trl0 2.454e+00 | nm 1.070e+02 | nmx 9.309e-01 | 
+2025-11-24 13:15:51,769 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00007/00625 | lr 1.680e-01 | atrl 2.882e+00 | trl0 2.486e+00 | nm 1.070e+02 | nmx 9.572e-01 | 
+2025-11-24 13:15:55,511 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00008/00625 | lr 1.680e-01 | atrl 2.790e+00 | trl0 2.357e+00 | nm 1.070e+02 | nmx 1.049e+00 | 
+2025-11-24 13:15:59,250 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00009/00625 | lr 1.680e-01 | atrl 2.947e+00 | trl0 2.396e+00 | nm 1.070e+02 | nmx 1.138e+00 | 
+2025-11-24 13:16:02,993 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00010/00625 | lr 1.680e-01 | atrl 3.110e+00 | trl0 2.477e+00 | nm 1.070e+02 | nmx 1.188e+00 | 
+2025-11-24 13:16:06,743 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00011/00625 | lr 1.680e-01 | atrl 3.090e+00 | trl0 2.360e+00 | nm 1.070e+02 | nmx 1.181e+00 | 
+2025-11-24 13:16:10,490 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00012/00625 | lr 1.680e-01 | atrl 3.144e+00 | trl0 2.426e+00 | nm 1.070e+02 | nmx 1.136e+00 | 
+2025-11-24 13:16:14,233 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00013/00625 | lr 1.680e-01 | atrl 3.091e+00 | trl0 2.432e+00 | nm 1.070e+02 | nmx 1.101e+00 | 
+2025-11-24 13:16:17,979 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00014/00625 | lr 1.680e-01 | atrl 3.072e+00 | trl0 2.467e+00 | nm 1.070e+02 | nmx 1.100e+00 | 
+2025-11-24 13:16:21,721 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00015/00625 | lr 1.680e-01 | atrl 3.011e+00 | trl0 2.396e+00 | nm 1.070e+02 | nmx 1.123e+00 | 
+2025-11-24 13:16:25,466 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00016/00625 | lr 1.680e-01 | atrl 3.108e+00 | trl0 2.459e+00 | nm 1.070e+02 | nmx 1.155e+00 | 
+2025-11-24 13:16:29,209 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00017/00625 | lr 1.680e-01 | atrl 3.068e+00 | trl0 2.394e+00 | nm 1.070e+02 | nmx 1.184e+00 | 
+2025-11-24 13:16:32,954 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00018/00625 | lr 1.680e-01 | atrl 3.136e+00 | trl0 2.454e+00 | nm 1.070e+02 | nmx 1.201e+00 | 
+2025-11-24 13:16:36,696 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00019/00625 | lr 1.680e-01 | atrl 3.178e+00 | trl0 2.441e+00 | nm 1.070e+02 | nmx 1.194e+00 | 
+2025-11-24 13:16:40,439 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00020/00625 | lr 1.680e-01 | atrl 3.161e+00 | trl0 2.450e+00 | nm 1.070e+02 | nmx 1.179e+00 | 
+2025-11-24 13:16:44,183 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00021/00625 | lr 1.680e-01 | atrl 3.064e+00 | trl0 2.388e+00 | nm 1.070e+02 | nmx 1.173e+00 | 
+2025-11-24 13:16:47,925 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00022/00625 | lr 1.680e-01 | atrl 3.071e+00 | trl0 2.385e+00 | nm 1.070e+02 | nmx 1.179e+00 | 
+2025-11-24 13:16:51,668 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00023/00625 | lr 1.680e-01 | atrl 3.187e+00 | trl0 2.500e+00 | nm 1.070e+02 | nmx 1.193e+00 | 
+2025-11-24 13:16:55,411 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00024/00625 | lr 1.680e-01 | atrl 3.190e+00 | trl0 2.461e+00 | nm 1.070e+02 | nmx 1.208e+00 | 
+2025-11-24 13:16:59,154 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00025/00625 | lr 1.680e-01 | atrl 3.159e+00 | trl0 2.438e+00 | nm 1.070e+02 | nmx 1.219e+00 | 
+2025-11-24 13:17:02,897 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00026/00625 | lr 1.680e-01 | atrl 3.230e+00 | trl0 2.480e+00 | nm 1.070e+02 | nmx 1.219e+00 | 
+2025-11-24 13:17:06,638 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00027/00625 | lr 1.680e-01 | atrl 3.169e+00 | trl0 2.403e+00 | nm 1.070e+02 | nmx 1.209e+00 | 
+2025-11-24 13:17:10,380 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00028/00625 | lr 1.680e-01 | atrl 3.235e+00 | trl0 2.475e+00 | nm 1.070e+02 | nmx 1.198e+00 | 
+2025-11-24 13:17:14,122 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 053/100 | step 00029/00625 | lr 1.680e-01 | atrl 3.242e+00 | trl0 2.502e+00 | nm 1.070e+02 | nmx 1.194e+00 | 
+2025-11-24 13:17:14,469 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:17:14,469 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 13:17:14,469 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 13:17:14,469 | INFO | Starting EoS for checkpoint 52
+2025-11-24 13:17:14,469 | INFO | Starting EoS for model resnet50
+2025-11-24 13:17:14,862 | INFO | Model state successfully loaded
+2025-11-24 13:17:15,042 | INFO | Wrapped model with DDP
+2025-11-24 13:17:15,044 | INFO | Current learning rate: 0.144
+2025-11-24 13:17:15,045 | INFO | Original learning rate: 0.12
+2025-11-24 13:17:15,130 | INFO | 🎯 Momentum Information:
+2025-11-24 13:17:15,130 | INFO |   Extracted vectors: 161
+2025-11-24 13:17:15,130 | INFO |   Has momentum state: True
+2025-11-24 13:17:22,880 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00000/00625 | lr 1.440e-01 | atrl 2.454e+00 | trl0 2.454e+00 | nm 1.070e+02 | nmx 4.191e-01 | 
+2025-11-24 13:17:26,623 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00001/00625 | lr 1.440e-01 | atrl 2.560e+00 | trl0 2.465e+00 | nm 1.070e+02 | nmx 7.537e-01 | 
+2025-11-24 13:17:30,364 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00002/00625 | lr 1.440e-01 | atrl 2.763e+00 | trl0 2.467e+00 | nm 1.070e+02 | nmx 9.735e-01 | 
+2025-11-24 13:17:34,106 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00003/00625 | lr 1.440e-01 | atrl 2.870e+00 | trl0 2.388e+00 | nm 1.070e+02 | nmx 1.067e+00 | 
+2025-11-24 13:17:37,849 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00004/00625 | lr 1.440e-01 | atrl 3.023e+00 | trl0 2.482e+00 | nm 1.070e+02 | nmx 1.057e+00 | 
+2025-11-24 13:17:41,591 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00005/00625 | lr 1.440e-01 | atrl 3.027e+00 | trl0 2.506e+00 | nm 1.070e+02 | nmx 9.824e-01 | 
+2025-11-24 13:17:45,333 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00006/00625 | lr 1.440e-01 | atrl 2.889e+00 | trl0 2.454e+00 | nm 1.070e+02 | nmx 9.041e-01 | 
+2025-11-24 13:17:49,077 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00007/00625 | lr 1.440e-01 | atrl 2.844e+00 | trl0 2.486e+00 | nm 1.070e+02 | nmx 8.796e-01 | 
+2025-11-24 13:17:52,820 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00008/00625 | lr 1.440e-01 | atrl 2.704e+00 | trl0 2.357e+00 | nm 1.070e+02 | nmx 9.222e-01 | 
+2025-11-24 13:17:56,563 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00009/00625 | lr 1.440e-01 | atrl 2.804e+00 | trl0 2.396e+00 | nm 1.070e+02 | nmx 9.970e-01 | 
+2025-11-24 13:18:00,306 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00010/00625 | lr 1.440e-01 | atrl 2.943e+00 | trl0 2.477e+00 | nm 1.070e+02 | nmx 1.066e+00 | 
+2025-11-24 13:18:04,048 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00011/00625 | lr 1.440e-01 | atrl 2.932e+00 | trl0 2.360e+00 | nm 1.070e+02 | nmx 1.098e+00 | 
+2025-11-24 13:18:07,791 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00012/00625 | lr 1.440e-01 | atrl 3.034e+00 | trl0 2.426e+00 | nm 1.070e+02 | nmx 1.087e+00 | 
+2025-11-24 13:18:11,533 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00013/00625 | lr 1.440e-01 | atrl 3.033e+00 | trl0 2.432e+00 | nm 1.070e+02 | nmx 1.057e+00 | 
+2025-11-24 13:18:15,275 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00014/00625 | lr 1.440e-01 | atrl 3.018e+00 | trl0 2.467e+00 | nm 1.070e+02 | nmx 1.031e+00 | 
+2025-11-24 13:18:19,019 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00015/00625 | lr 1.440e-01 | atrl 2.920e+00 | trl0 2.396e+00 | nm 1.070e+02 | nmx 1.023e+00 | 
+2025-11-24 13:18:22,760 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00016/00625 | lr 1.440e-01 | atrl 2.990e+00 | trl0 2.459e+00 | nm 1.070e+02 | nmx 1.033e+00 | 
+2025-11-24 13:18:26,504 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00017/00625 | lr 1.440e-01 | atrl 2.935e+00 | trl0 2.394e+00 | nm 1.070e+02 | nmx 1.056e+00 | 
+2025-11-24 13:18:30,245 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00018/00625 | lr 1.440e-01 | atrl 2.987e+00 | trl0 2.454e+00 | nm 1.070e+02 | nmx 1.086e+00 | 
+2025-11-24 13:18:33,986 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00019/00625 | lr 1.440e-01 | atrl 3.030e+00 | trl0 2.441e+00 | nm 1.070e+02 | nmx 1.103e+00 | 
+2025-11-24 13:18:37,728 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00020/00625 | lr 1.440e-01 | atrl 3.055e+00 | trl0 2.450e+00 | nm 1.070e+02 | nmx 1.103e+00 | 
+2025-11-24 13:18:41,470 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00021/00625 | lr 1.440e-01 | atrl 2.976e+00 | trl0 2.388e+00 | nm 1.070e+02 | nmx 1.095e+00 | 
+2025-11-24 13:18:45,212 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00022/00625 | lr 1.440e-01 | atrl 2.973e+00 | trl0 2.385e+00 | nm 1.070e+02 | nmx 1.088e+00 | 
+2025-11-24 13:18:48,954 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00023/00625 | lr 1.440e-01 | atrl 3.077e+00 | trl0 2.500e+00 | nm 1.070e+02 | nmx 1.087e+00 | 
+2025-11-24 13:18:52,696 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00024/00625 | lr 1.440e-01 | atrl 3.049e+00 | trl0 2.461e+00 | nm 1.070e+02 | nmx 1.094e+00 | 
+2025-11-24 13:18:56,439 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00025/00625 | lr 1.440e-01 | atrl 3.017e+00 | trl0 2.438e+00 | nm 1.070e+02 | nmx 1.106e+00 | 
+2025-11-24 13:19:00,181 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00026/00625 | lr 1.440e-01 | atrl 3.085e+00 | trl0 2.480e+00 | nm 1.070e+02 | nmx 1.116e+00 | 
+2025-11-24 13:19:03,922 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00027/00625 | lr 1.440e-01 | atrl 3.029e+00 | trl0 2.403e+00 | nm 1.070e+02 | nmx 1.119e+00 | 
+2025-11-24 13:19:07,664 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00028/00625 | lr 1.440e-01 | atrl 3.105e+00 | trl0 2.475e+00 | nm 1.070e+02 | nmx 1.115e+00 | 
+2025-11-24 13:19:11,405 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 053/100 | step 00029/00625 | lr 1.440e-01 | atrl 3.136e+00 | trl0 2.502e+00 | nm 1.070e+02 | nmx 1.105e+00 | 
+2025-11-24 13:19:11,894 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:19:11,895 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 13:19:11,895 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 13:19:11,895 | INFO | Starting EoS for checkpoint 52
+2025-11-24 13:19:11,895 | INFO | Starting EoS for model resnet50
+2025-11-24 13:19:12,278 | INFO | Model state successfully loaded
+2025-11-24 13:19:12,524 | INFO | Wrapped model with DDP
+2025-11-24 13:19:12,527 | INFO | Current learning rate: 0.12
+2025-11-24 13:19:12,527 | INFO | Original learning rate: 0.12
+2025-11-24 13:19:12,530 | INFO | 🎯 Momentum Information:
+2025-11-24 13:19:12,530 | INFO |   Extracted vectors: 161
+2025-11-24 13:19:12,530 | INFO |   Has momentum state: True
+2025-11-24 13:19:19,939 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00000/00625 | lr 1.200e-01 | atrl 2.454e+00 | trl0 2.454e+00 | nm 1.070e+02 | nmx 3.493e-01 | 
+2025-11-24 13:19:23,680 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00001/00625 | lr 1.200e-01 | atrl 2.530e+00 | trl0 2.465e+00 | nm 1.070e+02 | nmx 6.373e-01 | 
+2025-11-24 13:19:27,422 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00002/00625 | lr 1.200e-01 | atrl 2.675e+00 | trl0 2.467e+00 | nm 1.070e+02 | nmx 8.429e-01 | 
+2025-11-24 13:19:31,165 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00003/00625 | lr 1.200e-01 | atrl 2.745e+00 | trl0 2.388e+00 | nm 1.070e+02 | nmx 9.544e-01 | 
+2025-11-24 13:19:34,908 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00004/00625 | lr 1.200e-01 | atrl 2.909e+00 | trl0 2.482e+00 | nm 1.070e+02 | nmx 9.826e-01 | 
+2025-11-24 13:19:38,650 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00005/00625 | lr 1.200e-01 | atrl 2.949e+00 | trl0 2.506e+00 | nm 1.070e+02 | nmx 9.476e-01 | 
+2025-11-24 13:19:42,392 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00006/00625 | lr 1.200e-01 | atrl 2.857e+00 | trl0 2.454e+00 | nm 1.070e+02 | nmx 8.842e-01 | 
+2025-11-24 13:19:46,134 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00007/00625 | lr 1.200e-01 | atrl 2.819e+00 | trl0 2.486e+00 | nm 1.070e+02 | nmx 8.346e-01 | 
+2025-11-24 13:19:49,877 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00008/00625 | lr 1.200e-01 | atrl 2.656e+00 | trl0 2.357e+00 | nm 1.070e+02 | nmx 8.272e-01 | 
+2025-11-24 13:19:53,619 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00009/00625 | lr 1.200e-01 | atrl 2.702e+00 | trl0 2.396e+00 | nm 1.070e+02 | nmx 8.627e-01 | 
+2025-11-24 13:19:57,362 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00010/00625 | lr 1.200e-01 | atrl 2.801e+00 | trl0 2.477e+00 | nm 1.070e+02 | nmx 9.216e-01 | 
+2025-11-24 13:20:01,104 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00011/00625 | lr 1.200e-01 | atrl 2.770e+00 | trl0 2.360e+00 | nm 1.070e+02 | nmx 9.715e-01 | 
+2025-11-24 13:20:04,848 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00012/00625 | lr 1.200e-01 | atrl 2.884e+00 | trl0 2.426e+00 | nm 1.070e+02 | nmx 9.960e-01 | 
+2025-11-24 13:20:08,591 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00013/00625 | lr 1.200e-01 | atrl 2.929e+00 | trl0 2.432e+00 | nm 1.070e+02 | nmx 9.948e-01 | 
+2025-11-24 13:20:12,334 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00014/00625 | lr 1.200e-01 | atrl 2.950e+00 | trl0 2.467e+00 | nm 1.070e+02 | nmx 9.784e-01 | 
+2025-11-24 13:20:16,078 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00015/00625 | lr 1.200e-01 | atrl 2.853e+00 | trl0 2.396e+00 | nm 1.070e+02 | nmx 9.589e-01 | 
+2025-11-24 13:20:19,820 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00016/00625 | lr 1.200e-01 | atrl 2.911e+00 | trl0 2.459e+00 | nm 1.070e+02 | nmx 9.448e-01 | 
+2025-11-24 13:20:23,563 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00017/00625 | lr 1.200e-01 | atrl 2.839e+00 | trl0 2.394e+00 | nm 1.070e+02 | nmx 9.413e-01 | 
+2025-11-24 13:20:27,306 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00018/00625 | lr 1.200e-01 | atrl 2.873e+00 | trl0 2.454e+00 | nm 1.070e+02 | nmx 9.541e-01 | 
+2025-11-24 13:20:31,048 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00019/00625 | lr 1.200e-01 | atrl 2.882e+00 | trl0 2.441e+00 | nm 1.070e+02 | nmx 9.737e-01 | 
+2025-11-24 13:20:34,791 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00020/00625 | lr 1.200e-01 | atrl 2.915e+00 | trl0 2.450e+00 | nm 1.070e+02 | nmx 9.899e-01 | 
+2025-11-24 13:20:38,531 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00021/00625 | lr 1.200e-01 | atrl 2.863e+00 | trl0 2.388e+00 | nm 1.070e+02 | nmx 9.990e-01 | 
+2025-11-24 13:20:42,273 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00022/00625 | lr 1.200e-01 | atrl 2.874e+00 | trl0 2.385e+00 | nm 1.070e+02 | nmx 1.001e+00 | 
+2025-11-24 13:20:46,016 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00023/00625 | lr 1.200e-01 | atrl 2.983e+00 | trl0 2.500e+00 | nm 1.070e+02 | nmx 1.000e+00 | 
+2025-11-24 13:20:49,759 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00024/00625 | lr 1.200e-01 | atrl 2.938e+00 | trl0 2.461e+00 | nm 1.070e+02 | nmx 9.991e-01 | 
+2025-11-24 13:20:53,502 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00025/00625 | lr 1.200e-01 | atrl 2.909e+00 | trl0 2.438e+00 | nm 1.070e+02 | nmx 9.991e-01 | 
+2025-11-24 13:20:57,242 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00026/00625 | lr 1.200e-01 | atrl 2.963e+00 | trl0 2.480e+00 | nm 1.070e+02 | nmx 1.000e+00 | 
+2025-11-24 13:21:00,984 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00027/00625 | lr 1.200e-01 | atrl 2.890e+00 | trl0 2.403e+00 | nm 1.070e+02 | nmx 1.003e+00 | 
+2025-11-24 13:21:04,725 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00028/00625 | lr 1.200e-01 | atrl 2.955e+00 | trl0 2.475e+00 | nm 1.070e+02 | nmx 1.007e+00 | 
+2025-11-24 13:21:08,470 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 053/100 | step 00029/00625 | lr 1.200e-01 | atrl 3.006e+00 | trl0 2.502e+00 | nm 1.070e+02 | nmx 1.007e+00 | 
+2025-11-24 13:21:08,966 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:21:08,967 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 13:21:08,967 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 13:21:08,967 | INFO | Starting EoS for checkpoint 52
+2025-11-24 13:21:08,967 | INFO | Starting EoS for model resnet50
+2025-11-24 13:21:09,346 | INFO | Model state successfully loaded
+2025-11-24 13:21:09,554 | INFO | Wrapped model with DDP
+2025-11-24 13:21:09,556 | INFO | Current learning rate: 0.09599999999999999
+2025-11-24 13:21:09,556 | INFO | Original learning rate: 0.12
+2025-11-24 13:21:09,560 | INFO | 🎯 Momentum Information:
+2025-11-24 13:21:09,560 | INFO |   Extracted vectors: 161
+2025-11-24 13:21:09,560 | INFO |   Has momentum state: True
+2025-11-24 13:21:16,939 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00000/00625 | lr 9.600e-02 | atrl 2.454e+00 | trl0 2.454e+00 | nm 1.070e+02 | nmx 2.794e-01 | 
+2025-11-24 13:21:20,683 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00001/00625 | lr 9.600e-02 | atrl 2.506e+00 | trl0 2.465e+00 | nm 1.070e+02 | nmx 5.172e-01 | 
+2025-11-24 13:21:24,427 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00002/00625 | lr 9.600e-02 | atrl 2.600e+00 | trl0 2.467e+00 | nm 1.070e+02 | nmx 7.003e-01 | 
+2025-11-24 13:21:28,170 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00003/00625 | lr 9.600e-02 | atrl 2.629e+00 | trl0 2.388e+00 | nm 1.070e+02 | nmx 8.188e-01 | 
+2025-11-24 13:21:31,912 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00004/00625 | lr 9.600e-02 | atrl 2.789e+00 | trl0 2.482e+00 | nm 1.070e+02 | nmx 8.764e-01 | 
+2025-11-24 13:21:35,655 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00005/00625 | lr 9.600e-02 | atrl 2.849e+00 | trl0 2.506e+00 | nm 1.070e+02 | nmx 8.813e-01 | 
+2025-11-24 13:21:39,398 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00006/00625 | lr 9.600e-02 | atrl 2.800e+00 | trl0 2.454e+00 | nm 1.070e+02 | nmx 8.497e-01 | 
+2025-11-24 13:21:43,141 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00007/00625 | lr 9.600e-02 | atrl 2.788e+00 | trl0 2.486e+00 | nm 1.070e+02 | nmx 8.056e-01 | 
+2025-11-24 13:21:46,883 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00008/00625 | lr 9.600e-02 | atrl 2.628e+00 | trl0 2.357e+00 | nm 1.070e+02 | nmx 7.714e-01 | 
+2025-11-24 13:21:50,625 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00009/00625 | lr 9.600e-02 | atrl 2.643e+00 | trl0 2.396e+00 | nm 1.070e+02 | nmx 7.634e-01 | 
+2025-11-24 13:21:54,366 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00010/00625 | lr 9.600e-02 | atrl 2.704e+00 | trl0 2.477e+00 | nm 1.070e+02 | nmx 7.856e-01 | 
+2025-11-24 13:21:58,111 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00011/00625 | lr 9.600e-02 | atrl 2.634e+00 | trl0 2.360e+00 | nm 1.070e+02 | nmx 8.220e-01 | 
+2025-11-24 13:22:01,853 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00012/00625 | lr 9.600e-02 | atrl 2.729e+00 | trl0 2.426e+00 | nm 1.070e+02 | nmx 8.572e-01 | 
+2025-11-24 13:22:05,595 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00013/00625 | lr 9.600e-02 | atrl 2.784e+00 | trl0 2.432e+00 | nm 1.070e+02 | nmx 8.814e-01 | 
+2025-11-24 13:22:09,336 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00014/00625 | lr 9.600e-02 | atrl 2.831e+00 | trl0 2.467e+00 | nm 1.070e+02 | nmx 8.920e-01 | 
+2025-11-24 13:22:13,078 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00015/00625 | lr 9.600e-02 | atrl 2.763e+00 | trl0 2.396e+00 | nm 1.070e+02 | nmx 8.903e-01 | 
+2025-11-24 13:22:16,820 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00016/00625 | lr 9.600e-02 | atrl 2.837e+00 | trl0 2.459e+00 | nm 1.070e+02 | nmx 8.799e-01 | 
+2025-11-24 13:22:20,562 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00017/00625 | lr 9.600e-02 | atrl 2.762e+00 | trl0 2.394e+00 | nm 1.070e+02 | nmx 8.662e-01 | 
+2025-11-24 13:22:24,303 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00018/00625 | lr 9.600e-02 | atrl 2.800e+00 | trl0 2.454e+00 | nm 1.070e+02 | nmx 8.565e-01 | 
+2025-11-24 13:22:28,044 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00019/00625 | lr 9.600e-02 | atrl 2.787e+00 | trl0 2.441e+00 | nm 1.070e+02 | nmx 8.528e-01 | 
+2025-11-24 13:22:31,786 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00020/00625 | lr 9.600e-02 | atrl 2.801e+00 | trl0 2.450e+00 | nm 1.070e+02 | nmx 8.556e-01 | 
+2025-11-24 13:22:35,529 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00021/00625 | lr 9.600e-02 | atrl 2.736e+00 | trl0 2.388e+00 | nm 1.070e+02 | nmx 8.642e-01 | 
+2025-11-24 13:22:39,272 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00022/00625 | lr 9.600e-02 | atrl 2.747e+00 | trl0 2.385e+00 | nm 1.070e+02 | nmx 8.748e-01 | 
+2025-11-24 13:22:43,014 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00023/00625 | lr 9.600e-02 | atrl 2.864e+00 | trl0 2.500e+00 | nm 1.070e+02 | nmx 8.857e-01 | 
+2025-11-24 13:22:46,756 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00024/00625 | lr 9.600e-02 | atrl 2.821e+00 | trl0 2.461e+00 | nm 1.070e+02 | nmx 8.952e-01 | 
+2025-11-24 13:22:50,498 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00025/00625 | lr 9.600e-02 | atrl 2.805e+00 | trl0 2.438e+00 | nm 1.070e+02 | nmx 9.008e-01 | 
+2025-11-24 13:22:54,243 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00026/00625 | lr 9.600e-02 | atrl 2.865e+00 | trl0 2.480e+00 | nm 1.070e+02 | nmx 9.009e-01 | 
+2025-11-24 13:22:57,987 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00027/00625 | lr 9.600e-02 | atrl 2.789e+00 | trl0 2.403e+00 | nm 1.070e+02 | nmx 8.980e-01 | 
+2025-11-24 13:23:01,728 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00028/00625 | lr 9.600e-02 | atrl 2.839e+00 | trl0 2.475e+00 | nm 1.070e+02 | nmx 8.957e-01 | 
+2025-11-24 13:23:05,470 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 053/100 | step 00029/00625 | lr 9.600e-02 | atrl 2.882e+00 | trl0 2.502e+00 | nm 1.070e+02 | nmx 8.931e-01 | 
+2025-11-24 13:23:06,032 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:23:06,033 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 13:23:06,033 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 13:23:06,033 | INFO | Starting EoS for checkpoint 52
+2025-11-24 13:23:06,033 | INFO | Starting EoS for model resnet50
+2025-11-24 13:23:06,417 | INFO | Model state successfully loaded
+2025-11-24 13:23:06,606 | INFO | Wrapped model with DDP
+2025-11-24 13:23:06,609 | INFO | Current learning rate: 0.072
+2025-11-24 13:23:06,609 | INFO | Original learning rate: 0.12
+2025-11-24 13:23:06,612 | INFO | 🎯 Momentum Information:
+2025-11-24 13:23:06,612 | INFO |   Extracted vectors: 161
+2025-11-24 13:23:06,612 | INFO |   Has momentum state: True
+2025-11-24 13:23:14,054 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00000/00625 | lr 7.200e-02 | atrl 2.454e+00 | trl0 2.454e+00 | nm 1.070e+02 | nmx 2.096e-01 | 
+2025-11-24 13:23:17,797 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00001/00625 | lr 7.200e-02 | atrl 2.487e+00 | trl0 2.465e+00 | nm 1.070e+02 | nmx 3.935e-01 | 
+2025-11-24 13:23:21,540 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00002/00625 | lr 7.200e-02 | atrl 2.540e+00 | trl0 2.467e+00 | nm 1.070e+02 | nmx 5.453e-01 | 
+2025-11-24 13:23:25,282 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00003/00625 | lr 7.200e-02 | atrl 2.528e+00 | trl0 2.388e+00 | nm 1.070e+02 | nmx 6.582e-01 | 
+2025-11-24 13:23:29,024 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00004/00625 | lr 7.200e-02 | atrl 2.671e+00 | trl0 2.482e+00 | nm 1.070e+02 | nmx 7.323e-01 | 
+2025-11-24 13:23:32,767 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00005/00625 | lr 7.200e-02 | atrl 2.734e+00 | trl0 2.506e+00 | nm 1.070e+02 | nmx 7.695e-01 | 
+2025-11-24 13:23:36,509 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00006/00625 | lr 7.200e-02 | atrl 2.712e+00 | trl0 2.454e+00 | nm 1.070e+02 | nmx 7.749e-01 | 
+2025-11-24 13:23:40,251 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00007/00625 | lr 7.200e-02 | atrl 2.731e+00 | trl0 2.486e+00 | nm 1.070e+02 | nmx 7.587e-01 | 
+2025-11-24 13:23:43,995 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00008/00625 | lr 7.200e-02 | atrl 2.594e+00 | trl0 2.357e+00 | nm 1.070e+02 | nmx 7.317e-01 | 
+2025-11-24 13:23:47,740 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00009/00625 | lr 7.200e-02 | atrl 2.605e+00 | trl0 2.396e+00 | nm 1.070e+02 | nmx 7.064e-01 | 
+2025-11-24 13:23:51,482 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00010/00625 | lr 7.200e-02 | atrl 2.654e+00 | trl0 2.477e+00 | nm 1.070e+02 | nmx 6.939e-01 | 
+2025-11-24 13:23:55,223 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00011/00625 | lr 7.200e-02 | atrl 2.549e+00 | trl0 2.360e+00 | nm 1.070e+02 | nmx 6.955e-01 | 
+2025-11-24 13:23:58,966 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00012/00625 | lr 7.200e-02 | atrl 2.610e+00 | trl0 2.426e+00 | nm 1.070e+02 | nmx 7.088e-01 | 
+2025-11-24 13:24:02,709 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00013/00625 | lr 7.200e-02 | atrl 2.645e+00 | trl0 2.432e+00 | nm 1.070e+02 | nmx 7.278e-01 | 
+2025-11-24 13:24:06,450 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00014/00625 | lr 7.200e-02 | atrl 2.690e+00 | trl0 2.467e+00 | nm 1.070e+02 | nmx 7.479e-01 | 
+2025-11-24 13:24:10,192 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 053/100 | step 00015/00625 | lr 7.200e-02 | atrl 2.632e+00 | trl0 2.396e+00 | nm 1.070e+02 | nmx 7.649e-01 | 
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stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-56/train.jsonl

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stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-56/train.log

@@ -0,0 +1,211 @@
+2025-11-24 13:25:15,304 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 13:25:17,579 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:25:17,579 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 13:25:17,579 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 13:25:17,579 | INFO | Starting EoS for checkpoint 56
+2025-11-24 13:25:17,579 | INFO | Starting EoS for model resnet50
+2025-11-24 13:25:18,140 | INFO | Model state successfully loaded
+2025-11-24 13:25:19,692 | INFO | Wrapped model with DDP
+2025-11-24 13:25:19,694 | INFO | Current learning rate: 0.16799999999999998
+2025-11-24 13:25:19,694 | INFO | Original learning rate: 0.12
+2025-11-24 13:25:19,719 | INFO | 🎯 Momentum Information:
+2025-11-24 13:25:19,719 | INFO |   Extracted vectors: 161
+2025-11-24 13:25:19,719 | INFO |   Has momentum state: True
+2025-11-24 13:25:28,856 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00000/00625 | lr 1.680e-01 | atrl 2.435e+00 | trl0 2.435e+00 | nm 1.080e+02 | nmx 4.936e-01 | 
+2025-11-24 13:25:32,596 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00001/00625 | lr 1.680e-01 | atrl 2.495e+00 | trl0 2.372e+00 | nm 1.080e+02 | nmx 8.757e-01 | 
+2025-11-24 13:25:36,339 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00002/00625 | lr 1.680e-01 | atrl 2.875e+00 | trl0 2.480e+00 | nm 1.080e+02 | nmx 1.105e+00 | 
+2025-11-24 13:25:40,082 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00003/00625 | lr 1.680e-01 | atrl 3.000e+00 | trl0 2.387e+00 | nm 1.080e+02 | nmx 1.173e+00 | 
+2025-11-24 13:25:43,829 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00004/00625 | lr 1.680e-01 | atrl 3.075e+00 | trl0 2.410e+00 | nm 1.080e+02 | nmx 1.114e+00 | 
+2025-11-24 13:25:47,573 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00005/00625 | lr 1.680e-01 | atrl 2.958e+00 | trl0 2.373e+00 | nm 1.080e+02 | nmx 9.989e-01 | 
+2025-11-24 13:25:51,316 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00006/00625 | lr 1.680e-01 | atrl 2.864e+00 | trl0 2.415e+00 | nm 1.080e+02 | nmx 9.268e-01 | 
+2025-11-24 13:25:55,062 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00007/00625 | lr 1.680e-01 | atrl 2.795e+00 | trl0 2.397e+00 | nm 1.080e+02 | nmx 9.533e-01 | 
+2025-11-24 13:25:58,804 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00008/00625 | lr 1.680e-01 | atrl 2.847e+00 | trl0 2.429e+00 | nm 1.080e+02 | nmx 1.048e+00 | 
+2025-11-24 13:26:02,549 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00009/00625 | lr 1.680e-01 | atrl 2.977e+00 | trl0 2.449e+00 | nm 1.080e+02 | nmx 1.143e+00 | 
+2025-11-24 13:26:06,292 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00010/00625 | lr 1.680e-01 | atrl 3.084e+00 | trl0 2.447e+00 | nm 1.080e+02 | nmx 1.191e+00 | 
+2025-11-24 13:26:10,037 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00011/00625 | lr 1.680e-01 | atrl 3.111e+00 | trl0 2.395e+00 | nm 1.080e+02 | nmx 1.184e+00 | 
+2025-11-24 13:26:13,780 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00012/00625 | lr 1.680e-01 | atrl 3.088e+00 | trl0 2.387e+00 | nm 1.080e+02 | nmx 1.144e+00 | 
+2025-11-24 13:26:17,526 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00013/00625 | lr 1.680e-01 | atrl 3.136e+00 | trl0 2.458e+00 | nm 1.080e+02 | nmx 1.104e+00 | 
+2025-11-24 13:26:21,267 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00014/00625 | lr 1.680e-01 | atrl 3.020e+00 | trl0 2.435e+00 | nm 1.080e+02 | nmx 1.109e+00 | 
+2025-11-24 13:26:25,011 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00015/00625 | lr 1.680e-01 | atrl 3.062e+00 | trl0 2.427e+00 | nm 1.080e+02 | nmx 1.137e+00 | 
+2025-11-24 13:26:28,755 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00016/00625 | lr 1.680e-01 | atrl 3.056e+00 | trl0 2.415e+00 | nm 1.080e+02 | nmx 1.180e+00 | 
+2025-11-24 13:26:32,496 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00017/00625 | lr 1.680e-01 | atrl 3.077e+00 | trl0 2.386e+00 | nm 1.080e+02 | nmx 1.215e+00 | 
+2025-11-24 13:26:36,240 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00018/00625 | lr 1.680e-01 | atrl 3.149e+00 | trl0 2.436e+00 | nm 1.080e+02 | nmx 1.234e+00 | 
+2025-11-24 13:26:39,983 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00019/00625 | lr 1.680e-01 | atrl 3.255e+00 | trl0 2.470e+00 | nm 1.080e+02 | nmx 1.222e+00 | 
+2025-11-24 13:26:43,724 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00020/00625 | lr 1.680e-01 | atrl 3.050e+00 | trl0 2.367e+00 | nm 1.080e+02 | nmx 1.219e+00 | 
+2025-11-24 13:26:47,468 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00021/00625 | lr 1.680e-01 | atrl 3.109e+00 | trl0 2.362e+00 | nm 1.080e+02 | nmx 1.210e+00 | 
+2025-11-24 13:26:51,209 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00022/00625 | lr 1.680e-01 | atrl 3.132e+00 | trl0 2.414e+00 | nm 1.080e+02 | nmx 1.206e+00 | 
+2025-11-24 13:26:54,950 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00023/00625 | lr 1.680e-01 | atrl 3.084e+00 | trl0 2.380e+00 | nm 1.080e+02 | nmx 1.218e+00 | 
+2025-11-24 13:26:58,692 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00024/00625 | lr 1.680e-01 | atrl 3.202e+00 | trl0 2.456e+00 | nm 1.080e+02 | nmx 1.228e+00 | 
+2025-11-24 13:27:02,434 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00025/00625 | lr 1.680e-01 | atrl 3.120e+00 | trl0 2.363e+00 | nm 1.080e+02 | nmx 1.229e+00 | 
+2025-11-24 13:27:06,174 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00026/00625 | lr 1.680e-01 | atrl 3.166e+00 | trl0 2.405e+00 | nm 1.080e+02 | nmx 1.225e+00 | 
+2025-11-24 13:27:09,915 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00027/00625 | lr 1.680e-01 | atrl 3.127e+00 | trl0 2.354e+00 | nm 1.080e+02 | nmx 1.214e+00 | 
+2025-11-24 13:27:13,657 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00028/00625 | lr 1.680e-01 | atrl 3.200e+00 | trl0 2.445e+00 | nm 1.080e+02 | nmx 1.203e+00 | 
+2025-11-24 13:27:17,396 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 057/100 | step 00029/00625 | lr 1.680e-01 | atrl 3.157e+00 | trl0 2.422e+00 | nm 1.080e+02 | nmx 1.205e+00 | 
+2025-11-24 13:27:17,728 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:27:17,728 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 13:27:17,728 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 13:27:17,728 | INFO | Starting EoS for checkpoint 56
+2025-11-24 13:27:17,728 | INFO | Starting EoS for model resnet50
+2025-11-24 13:27:18,111 | INFO | Model state successfully loaded
+2025-11-24 13:27:18,314 | INFO | Wrapped model with DDP
+2025-11-24 13:27:18,316 | INFO | Current learning rate: 0.144
+2025-11-24 13:27:18,316 | INFO | Original learning rate: 0.12
+2025-11-24 13:27:18,399 | INFO | 🎯 Momentum Information:
+2025-11-24 13:27:18,399 | INFO |   Extracted vectors: 161
+2025-11-24 13:27:18,399 | INFO |   Has momentum state: True
+2025-11-24 13:27:26,131 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00000/00625 | lr 1.440e-01 | atrl 2.435e+00 | trl0 2.435e+00 | nm 1.080e+02 | nmx 4.230e-01 | 
+2025-11-24 13:27:29,873 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00001/00625 | lr 1.440e-01 | atrl 2.460e+00 | trl0 2.372e+00 | nm 1.080e+02 | nmx 7.619e-01 | 
+2025-11-24 13:27:33,612 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00002/00625 | lr 1.440e-01 | atrl 2.774e+00 | trl0 2.480e+00 | nm 1.080e+02 | nmx 9.846e-01 | 
+2025-11-24 13:27:37,352 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00003/00625 | lr 1.440e-01 | atrl 2.868e+00 | trl0 2.387e+00 | nm 1.080e+02 | nmx 1.080e+00 | 
+2025-11-24 13:27:41,103 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00004/00625 | lr 1.440e-01 | atrl 2.969e+00 | trl0 2.410e+00 | nm 1.080e+02 | nmx 1.065e+00 | 
+2025-11-24 13:27:44,843 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00005/00625 | lr 1.440e-01 | atrl 2.904e+00 | trl0 2.373e+00 | nm 1.080e+02 | nmx 9.832e-01 | 
+2025-11-24 13:27:48,583 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00006/00625 | lr 1.440e-01 | atrl 2.846e+00 | trl0 2.415e+00 | nm 1.080e+02 | nmx 9.005e-01 | 
+2025-11-24 13:27:52,325 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00007/00625 | lr 1.440e-01 | atrl 2.761e+00 | trl0 2.397e+00 | nm 1.080e+02 | nmx 8.740e-01 | 
+2025-11-24 13:27:56,065 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00008/00625 | lr 1.440e-01 | atrl 2.760e+00 | trl0 2.429e+00 | nm 1.080e+02 | nmx 9.202e-01 | 
+2025-11-24 13:27:59,804 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00009/00625 | lr 1.440e-01 | atrl 2.831e+00 | trl0 2.449e+00 | nm 1.080e+02 | nmx 1.003e+00 | 
+2025-11-24 13:28:03,545 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00010/00625 | lr 1.440e-01 | atrl 2.923e+00 | trl0 2.447e+00 | nm 1.080e+02 | nmx 1.073e+00 | 
+2025-11-24 13:28:07,285 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00011/00625 | lr 1.440e-01 | atrl 2.963e+00 | trl0 2.395e+00 | nm 1.080e+02 | nmx 1.103e+00 | 
+2025-11-24 13:28:11,024 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00012/00625 | lr 1.440e-01 | atrl 2.986e+00 | trl0 2.387e+00 | nm 1.080e+02 | nmx 1.095e+00 | 
+2025-11-24 13:28:14,765 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00013/00625 | lr 1.440e-01 | atrl 3.073e+00 | trl0 2.458e+00 | nm 1.080e+02 | nmx 1.061e+00 | 
+2025-11-24 13:28:18,508 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00014/00625 | lr 1.440e-01 | atrl 2.966e+00 | trl0 2.435e+00 | nm 1.080e+02 | nmx 1.038e+00 | 
+2025-11-24 13:28:22,248 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00015/00625 | lr 1.440e-01 | atrl 2.972e+00 | trl0 2.427e+00 | nm 1.080e+02 | nmx 1.031e+00 | 
+2025-11-24 13:28:25,989 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00016/00625 | lr 1.440e-01 | atrl 2.947e+00 | trl0 2.415e+00 | nm 1.080e+02 | nmx 1.048e+00 | 
+2025-11-24 13:28:29,731 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00017/00625 | lr 1.440e-01 | atrl 2.928e+00 | trl0 2.386e+00 | nm 1.080e+02 | nmx 1.078e+00 | 
+2025-11-24 13:28:33,472 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00018/00625 | lr 1.440e-01 | atrl 3.002e+00 | trl0 2.436e+00 | nm 1.080e+02 | nmx 1.108e+00 | 
+2025-11-24 13:28:37,212 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00019/00625 | lr 1.440e-01 | atrl 3.090e+00 | trl0 2.470e+00 | nm 1.080e+02 | nmx 1.122e+00 | 
+2025-11-24 13:28:40,955 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00020/00625 | lr 1.440e-01 | atrl 2.947e+00 | trl0 2.367e+00 | nm 1.080e+02 | nmx 1.130e+00 | 
+2025-11-24 13:28:44,696 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00021/00625 | lr 1.440e-01 | atrl 2.995e+00 | trl0 2.362e+00 | nm 1.080e+02 | nmx 1.122e+00 | 
+2025-11-24 13:28:48,438 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00022/00625 | lr 1.440e-01 | atrl 3.019e+00 | trl0 2.414e+00 | nm 1.080e+02 | nmx 1.110e+00 | 
+2025-11-24 13:28:52,177 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00023/00625 | lr 1.440e-01 | atrl 2.971e+00 | trl0 2.380e+00 | nm 1.080e+02 | nmx 1.105e+00 | 
+2025-11-24 13:28:55,916 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00024/00625 | lr 1.440e-01 | atrl 3.043e+00 | trl0 2.456e+00 | nm 1.080e+02 | nmx 1.108e+00 | 
+2025-11-24 13:28:59,656 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00025/00625 | lr 1.440e-01 | atrl 2.965e+00 | trl0 2.363e+00 | nm 1.080e+02 | nmx 1.111e+00 | 
+2025-11-24 13:29:03,396 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00026/00625 | lr 1.440e-01 | atrl 3.025e+00 | trl0 2.405e+00 | nm 1.080e+02 | nmx 1.116e+00 | 
+2025-11-24 13:29:07,133 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00027/00625 | lr 1.440e-01 | atrl 2.970e+00 | trl0 2.354e+00 | nm 1.080e+02 | nmx 1.118e+00 | 
+2025-11-24 13:29:10,874 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00028/00625 | lr 1.440e-01 | atrl 3.068e+00 | trl0 2.445e+00 | nm 1.080e+02 | nmx 1.117e+00 | 
+2025-11-24 13:29:14,614 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 057/100 | step 00029/00625 | lr 1.440e-01 | atrl 3.052e+00 | trl0 2.422e+00 | nm 1.080e+02 | nmx 1.111e+00 | 
+2025-11-24 13:29:15,143 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:29:15,143 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 13:29:15,143 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 13:29:15,143 | INFO | Starting EoS for checkpoint 56
+2025-11-24 13:29:15,144 | INFO | Starting EoS for model resnet50
+2025-11-24 13:29:15,526 | INFO | Model state successfully loaded
+2025-11-24 13:29:15,784 | INFO | Wrapped model with DDP
+2025-11-24 13:29:15,787 | INFO | Current learning rate: 0.12
+2025-11-24 13:29:15,787 | INFO | Original learning rate: 0.12
+2025-11-24 13:29:15,790 | INFO | 🎯 Momentum Information:
+2025-11-24 13:29:15,790 | INFO |   Extracted vectors: 161
+2025-11-24 13:29:15,790 | INFO |   Has momentum state: True
+2025-11-24 13:29:23,318 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00000/00625 | lr 1.200e-01 | atrl 2.435e+00 | trl0 2.435e+00 | nm 1.080e+02 | nmx 3.525e-01 | 
+2025-11-24 13:29:27,058 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00001/00625 | lr 1.200e-01 | atrl 2.431e+00 | trl0 2.372e+00 | nm 1.080e+02 | nmx 6.445e-01 | 
+2025-11-24 13:29:30,816 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00002/00625 | lr 1.200e-01 | atrl 2.685e+00 | trl0 2.480e+00 | nm 1.080e+02 | nmx 8.529e-01 | 
+2025-11-24 13:29:34,556 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00003/00625 | lr 1.200e-01 | atrl 2.741e+00 | trl0 2.387e+00 | nm 1.080e+02 | nmx 9.659e-01 | 
+2025-11-24 13:29:38,298 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00004/00625 | lr 1.200e-01 | atrl 2.852e+00 | trl0 2.410e+00 | nm 1.080e+02 | nmx 9.902e-01 | 
+2025-11-24 13:29:42,039 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00005/00625 | lr 1.200e-01 | atrl 2.828e+00 | trl0 2.373e+00 | nm 1.080e+02 | nmx 9.492e-01 | 
+2025-11-24 13:29:45,779 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00006/00625 | lr 1.200e-01 | atrl 2.812e+00 | trl0 2.415e+00 | nm 1.080e+02 | nmx 8.820e-01 | 
+2025-11-24 13:29:49,517 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00007/00625 | lr 1.200e-01 | atrl 2.741e+00 | trl0 2.397e+00 | nm 1.080e+02 | nmx 8.283e-01 | 
+2025-11-24 13:29:53,256 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00008/00625 | lr 1.200e-01 | atrl 2.712e+00 | trl0 2.429e+00 | nm 1.080e+02 | nmx 8.226e-01 | 
+2025-11-24 13:29:56,995 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00009/00625 | lr 1.200e-01 | atrl 2.729e+00 | trl0 2.449e+00 | nm 1.080e+02 | nmx 8.664e-01 | 
+2025-11-24 13:30:00,734 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00010/00625 | lr 1.200e-01 | atrl 2.781e+00 | trl0 2.447e+00 | nm 1.080e+02 | nmx 9.293e-01 | 
+2025-11-24 13:30:04,476 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00011/00625 | lr 1.200e-01 | atrl 2.801e+00 | trl0 2.395e+00 | nm 1.080e+02 | nmx 9.804e-01 | 
+2025-11-24 13:30:08,215 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00012/00625 | lr 1.200e-01 | atrl 2.842e+00 | trl0 2.387e+00 | nm 1.080e+02 | nmx 1.005e+00 | 
+2025-11-24 13:30:11,956 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00013/00625 | lr 1.200e-01 | atrl 2.962e+00 | trl0 2.458e+00 | nm 1.080e+02 | nmx 1.000e+00 | 
+2025-11-24 13:30:15,697 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00014/00625 | lr 1.200e-01 | atrl 2.897e+00 | trl0 2.435e+00 | nm 1.080e+02 | nmx 9.844e-01 | 
+2025-11-24 13:30:19,437 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00015/00625 | lr 1.200e-01 | atrl 2.910e+00 | trl0 2.427e+00 | nm 1.080e+02 | nmx 9.624e-01 | 
+2025-11-24 13:30:23,177 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00016/00625 | lr 1.200e-01 | atrl 2.874e+00 | trl0 2.415e+00 | nm 1.080e+02 | nmx 9.499e-01 | 
+2025-11-24 13:30:26,916 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00017/00625 | lr 1.200e-01 | atrl 2.824e+00 | trl0 2.386e+00 | nm 1.080e+02 | nmx 9.528e-01 | 
+2025-11-24 13:30:30,656 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00018/00625 | lr 1.200e-01 | atrl 2.881e+00 | trl0 2.436e+00 | nm 1.080e+02 | nmx 9.685e-01 | 
+2025-11-24 13:30:34,396 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00019/00625 | lr 1.200e-01 | atrl 2.936e+00 | trl0 2.470e+00 | nm 1.080e+02 | nmx 9.862e-01 | 
+2025-11-24 13:30:38,136 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00020/00625 | lr 1.200e-01 | atrl 2.819e+00 | trl0 2.367e+00 | nm 1.080e+02 | nmx 1.007e+00 | 
+2025-11-24 13:30:41,875 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00021/00625 | lr 1.200e-01 | atrl 2.858e+00 | trl0 2.362e+00 | nm 1.080e+02 | nmx 1.018e+00 | 
+2025-11-24 13:30:45,615 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00022/00625 | lr 1.200e-01 | atrl 2.901e+00 | trl0 2.414e+00 | nm 1.080e+02 | nmx 1.020e+00 | 
+2025-11-24 13:30:49,353 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00023/00625 | lr 1.200e-01 | atrl 2.872e+00 | trl0 2.380e+00 | nm 1.080e+02 | nmx 1.016e+00 | 
+2025-11-24 13:30:53,093 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00024/00625 | lr 1.200e-01 | atrl 2.939e+00 | trl0 2.456e+00 | nm 1.080e+02 | nmx 1.009e+00 | 
+2025-11-24 13:30:56,832 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00025/00625 | lr 1.200e-01 | atrl 2.847e+00 | trl0 2.363e+00 | nm 1.080e+02 | nmx 1.001e+00 | 
+2025-11-24 13:31:00,571 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00026/00625 | lr 1.200e-01 | atrl 2.891e+00 | trl0 2.405e+00 | nm 1.080e+02 | nmx 9.969e-01 | 
+2025-11-24 13:31:04,312 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00027/00625 | lr 1.200e-01 | atrl 2.830e+00 | trl0 2.354e+00 | nm 1.080e+02 | nmx 9.974e-01 | 
+2025-11-24 13:31:08,052 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00028/00625 | lr 1.200e-01 | atrl 2.924e+00 | trl0 2.445e+00 | nm 1.080e+02 | nmx 1.002e+00 | 
+2025-11-24 13:31:11,789 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 057/100 | step 00029/00625 | lr 1.200e-01 | atrl 2.910e+00 | trl0 2.422e+00 | nm 1.080e+02 | nmx 1.008e+00 | 
+2025-11-24 13:31:12,298 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:31:12,298 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 13:31:12,298 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 13:31:12,298 | INFO | Starting EoS for checkpoint 56
+2025-11-24 13:31:12,299 | INFO | Starting EoS for model resnet50
+2025-11-24 13:31:12,677 | INFO | Model state successfully loaded
+2025-11-24 13:31:12,935 | INFO | Wrapped model with DDP
+2025-11-24 13:31:12,937 | INFO | Current learning rate: 0.09599999999999999
+2025-11-24 13:31:12,938 | INFO | Original learning rate: 0.12
+2025-11-24 13:31:12,940 | INFO | 🎯 Momentum Information:
+2025-11-24 13:31:12,941 | INFO |   Extracted vectors: 161
+2025-11-24 13:31:12,941 | INFO |   Has momentum state: True
+2025-11-24 13:31:20,325 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00000/00625 | lr 9.600e-02 | atrl 2.435e+00 | trl0 2.435e+00 | nm 1.080e+02 | nmx 2.820e-01 | 
+2025-11-24 13:31:24,065 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00001/00625 | lr 9.600e-02 | atrl 2.407e+00 | trl0 2.372e+00 | nm 1.080e+02 | nmx 5.233e-01 | 
+2025-11-24 13:31:27,807 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00002/00625 | lr 9.600e-02 | atrl 2.610e+00 | trl0 2.480e+00 | nm 1.080e+02 | nmx 7.092e-01 | 
+2025-11-24 13:31:31,548 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00003/00625 | lr 9.600e-02 | atrl 2.623e+00 | trl0 2.387e+00 | nm 1.080e+02 | nmx 8.294e-01 | 
+2025-11-24 13:31:35,289 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00004/00625 | lr 9.600e-02 | atrl 2.730e+00 | trl0 2.410e+00 | nm 1.080e+02 | nmx 8.840e-01 | 
+2025-11-24 13:31:39,029 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00005/00625 | lr 9.600e-02 | atrl 2.730e+00 | trl0 2.373e+00 | nm 1.080e+02 | nmx 8.836e-01 | 
+2025-11-24 13:31:42,770 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00006/00625 | lr 9.600e-02 | atrl 2.751e+00 | trl0 2.415e+00 | nm 1.080e+02 | nmx 8.488e-01 | 
+2025-11-24 13:31:46,510 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00007/00625 | lr 9.600e-02 | atrl 2.711e+00 | trl0 2.397e+00 | nm 1.080e+02 | nmx 8.004e-01 | 
+2025-11-24 13:31:50,251 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00008/00625 | lr 9.600e-02 | atrl 2.688e+00 | trl0 2.429e+00 | nm 1.080e+02 | nmx 7.652e-01 | 
+2025-11-24 13:31:53,990 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00009/00625 | lr 9.600e-02 | atrl 2.675e+00 | trl0 2.449e+00 | nm 1.080e+02 | nmx 7.627e-01 | 
+2025-11-24 13:31:57,730 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00010/00625 | lr 9.600e-02 | atrl 2.679e+00 | trl0 2.447e+00 | nm 1.080e+02 | nmx 7.907e-01 | 
+2025-11-24 13:32:01,471 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00011/00625 | lr 9.600e-02 | atrl 2.661e+00 | trl0 2.395e+00 | nm 1.080e+02 | nmx 8.319e-01 | 
+2025-11-24 13:32:05,211 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00012/00625 | lr 9.600e-02 | atrl 2.685e+00 | trl0 2.387e+00 | nm 1.080e+02 | nmx 8.695e-01 | 
+2025-11-24 13:32:08,952 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00013/00625 | lr 9.600e-02 | atrl 2.821e+00 | trl0 2.458e+00 | nm 1.080e+02 | nmx 8.902e-01 | 
+2025-11-24 13:32:12,693 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00014/00625 | lr 9.600e-02 | atrl 2.783e+00 | trl0 2.435e+00 | nm 1.080e+02 | nmx 9.002e-01 | 
+2025-11-24 13:32:16,432 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00015/00625 | lr 9.600e-02 | atrl 2.814e+00 | trl0 2.427e+00 | nm 1.080e+02 | nmx 8.961e-01 | 
+2025-11-24 13:32:20,171 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00016/00625 | lr 9.600e-02 | atrl 2.808e+00 | trl0 2.415e+00 | nm 1.080e+02 | nmx 8.830e-01 | 
+2025-11-24 13:32:23,913 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00017/00625 | lr 9.600e-02 | atrl 2.764e+00 | trl0 2.386e+00 | nm 1.080e+02 | nmx 8.688e-01 | 
+2025-11-24 13:32:27,653 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00018/00625 | lr 9.600e-02 | atrl 2.800e+00 | trl0 2.436e+00 | nm 1.080e+02 | nmx 8.612e-01 | 
+2025-11-24 13:32:31,393 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00019/00625 | lr 9.600e-02 | atrl 2.826e+00 | trl0 2.470e+00 | nm 1.080e+02 | nmx 8.601e-01 | 
+2025-11-24 13:32:35,132 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00020/00625 | lr 9.600e-02 | atrl 2.717e+00 | trl0 2.367e+00 | nm 1.080e+02 | nmx 8.666e-01 | 
+2025-11-24 13:32:38,872 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00021/00625 | lr 9.600e-02 | atrl 2.722e+00 | trl0 2.362e+00 | nm 1.080e+02 | nmx 8.759e-01 | 
+2025-11-24 13:32:42,612 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00022/00625 | lr 9.600e-02 | atrl 2.766e+00 | trl0 2.414e+00 | nm 1.080e+02 | nmx 8.886e-01 | 
+2025-11-24 13:32:46,353 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00023/00625 | lr 9.600e-02 | atrl 2.738e+00 | trl0 2.380e+00 | nm 1.080e+02 | nmx 9.011e-01 | 
+2025-11-24 13:32:50,095 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00024/00625 | lr 9.600e-02 | atrl 2.832e+00 | trl0 2.456e+00 | nm 1.080e+02 | nmx 9.069e-01 | 
+2025-11-24 13:32:53,834 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00025/00625 | lr 9.600e-02 | atrl 2.746e+00 | trl0 2.363e+00 | nm 1.080e+02 | nmx 9.055e-01 | 
+2025-11-24 13:32:57,574 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00026/00625 | lr 9.600e-02 | atrl 2.786e+00 | trl0 2.405e+00 | nm 1.080e+02 | nmx 8.992e-01 | 
+2025-11-24 13:33:01,317 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00027/00625 | lr 9.600e-02 | atrl 2.729e+00 | trl0 2.354e+00 | nm 1.080e+02 | nmx 8.911e-01 | 
+2025-11-24 13:33:05,057 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00028/00625 | lr 9.600e-02 | atrl 2.807e+00 | trl0 2.445e+00 | nm 1.080e+02 | nmx 8.858e-01 | 
+2025-11-24 13:33:08,797 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 057/100 | step 00029/00625 | lr 9.600e-02 | atrl 2.783e+00 | trl0 2.422e+00 | nm 1.080e+02 | nmx 8.854e-01 | 
+2025-11-24 13:33:09,306 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:33:09,307 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 13:33:09,307 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 13:33:09,307 | INFO | Starting EoS for checkpoint 56
+2025-11-24 13:33:09,307 | INFO | Starting EoS for model resnet50
+2025-11-24 13:33:09,684 | INFO | Model state successfully loaded
+2025-11-24 13:33:09,943 | INFO | Wrapped model with DDP
+2025-11-24 13:33:09,945 | INFO | Current learning rate: 0.072
+2025-11-24 13:33:09,945 | INFO | Original learning rate: 0.12
+2025-11-24 13:33:09,948 | INFO | 🎯 Momentum Information:
+2025-11-24 13:33:09,948 | INFO |   Extracted vectors: 161
+2025-11-24 13:33:09,949 | INFO |   Has momentum state: True
+2025-11-24 13:33:17,302 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00000/00625 | lr 7.200e-02 | atrl 2.435e+00 | trl0 2.435e+00 | nm 1.080e+02 | nmx 2.115e-01 | 
+2025-11-24 13:33:21,042 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00001/00625 | lr 7.200e-02 | atrl 2.390e+00 | trl0 2.372e+00 | nm 1.080e+02 | nmx 3.983e-01 | 
+2025-11-24 13:33:24,782 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00002/00625 | lr 7.200e-02 | atrl 2.549e+00 | trl0 2.480e+00 | nm 1.080e+02 | nmx 5.528e-01 | 
+2025-11-24 13:33:28,521 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00003/00625 | lr 7.200e-02 | atrl 2.520e+00 | trl0 2.387e+00 | nm 1.080e+02 | nmx 6.677e-01 | 
+2025-11-24 13:33:32,261 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00004/00625 | lr 7.200e-02 | atrl 2.609e+00 | trl0 2.410e+00 | nm 1.080e+02 | nmx 7.400e-01 | 
+2025-11-24 13:33:36,004 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00005/00625 | lr 7.200e-02 | atrl 2.616e+00 | trl0 2.373e+00 | nm 1.080e+02 | nmx 7.726e-01 | 
+2025-11-24 13:33:39,744 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00006/00625 | lr 7.200e-02 | atrl 2.662e+00 | trl0 2.415e+00 | nm 1.080e+02 | nmx 7.748e-01 | 
+2025-11-24 13:33:43,485 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00007/00625 | lr 7.200e-02 | atrl 2.650e+00 | trl0 2.397e+00 | nm 1.080e+02 | nmx 7.552e-01 | 
+2025-11-24 13:33:47,226 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00008/00625 | lr 7.200e-02 | atrl 2.654e+00 | trl0 2.429e+00 | nm 1.080e+02 | nmx 7.265e-01 | 
+2025-11-24 13:33:50,966 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00009/00625 | lr 7.200e-02 | atrl 2.646e+00 | trl0 2.449e+00 | nm 1.080e+02 | nmx 7.026e-01 | 
+2025-11-24 13:33:54,707 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00010/00625 | lr 7.200e-02 | atrl 2.625e+00 | trl0 2.447e+00 | nm 1.080e+02 | nmx 6.935e-01 | 
+2025-11-24 13:33:58,447 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00011/00625 | lr 7.200e-02 | atrl 2.573e+00 | trl0 2.395e+00 | nm 1.080e+02 | nmx 7.008e-01 | 
+2025-11-24 13:34:02,187 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00012/00625 | lr 7.200e-02 | atrl 2.562e+00 | trl0 2.387e+00 | nm 1.080e+02 | nmx 7.204e-01 | 
+2025-11-24 13:34:05,927 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00013/00625 | lr 7.200e-02 | atrl 2.683e+00 | trl0 2.458e+00 | nm 1.080e+02 | nmx 7.398e-01 | 
+2025-11-24 13:34:09,667 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00014/00625 | lr 7.200e-02 | atrl 2.646e+00 | trl0 2.435e+00 | nm 1.080e+02 | nmx 7.602e-01 | 
+2025-11-24 13:34:13,407 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00015/00625 | lr 7.200e-02 | atrl 2.678e+00 | trl0 2.427e+00 | nm 1.080e+02 | nmx 7.756e-01 | 
+2025-11-24 13:34:17,148 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00016/00625 | lr 7.200e-02 | atrl 2.686e+00 | trl0 2.415e+00 | nm 1.080e+02 | nmx 7.835e-01 | 
+2025-11-24 13:34:20,887 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00017/00625 | lr 7.200e-02 | atrl 2.671e+00 | trl0 2.386e+00 | nm 1.080e+02 | nmx 7.825e-01 | 
+2025-11-24 13:34:24,627 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00018/00625 | lr 7.200e-02 | atrl 2.720e+00 | trl0 2.436e+00 | nm 1.080e+02 | nmx 7.759e-01 | 
+2025-11-24 13:34:28,367 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00019/00625 | lr 7.200e-02 | atrl 2.741e+00 | trl0 2.470e+00 | nm 1.080e+02 | nmx 7.672e-01 | 
+2025-11-24 13:34:32,106 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00020/00625 | lr 7.200e-02 | atrl 2.629e+00 | trl0 2.367e+00 | nm 1.080e+02 | nmx 7.598e-01 | 
+2025-11-24 13:34:35,847 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00021/00625 | lr 7.200e-02 | atrl 2.625e+00 | trl0 2.362e+00 | nm 1.080e+02 | nmx 7.530e-01 | 
+2025-11-24 13:34:39,589 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00022/00625 | lr 7.200e-02 | atrl 2.671e+00 | trl0 2.414e+00 | nm 1.080e+02 | nmx 7.497e-01 | 
+2025-11-24 13:34:43,329 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00023/00625 | lr 7.200e-02 | atrl 2.623e+00 | trl0 2.380e+00 | nm 1.080e+02 | nmx 7.521e-01 | 
+2025-11-24 13:34:47,070 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00024/00625 | lr 7.200e-02 | atrl 2.705e+00 | trl0 2.456e+00 | nm 1.080e+02 | nmx 7.580e-01 | 
+2025-11-24 13:34:50,811 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00025/00625 | lr 7.200e-02 | atrl 2.615e+00 | trl0 2.363e+00 | nm 1.080e+02 | nmx 7.651e-01 | 
+2025-11-24 13:34:54,553 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00026/00625 | lr 7.200e-02 | atrl 2.662e+00 | trl0 2.405e+00 | nm 1.080e+02 | nmx 7.710e-01 | 
+2025-11-24 13:34:58,293 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00027/00625 | lr 7.200e-02 | atrl 2.619e+00 | trl0 2.354e+00 | nm 1.080e+02 | nmx 7.737e-01 | 
+2025-11-24 13:35:02,034 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00028/00625 | lr 7.200e-02 | atrl 2.708e+00 | trl0 2.445e+00 | nm 1.080e+02 | nmx 7.741e-01 | 
+2025-11-24 13:35:05,775 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 057/100 | step 00029/00625 | lr 7.200e-02 | atrl 2.682e+00 | trl0 2.422e+00 | nm 1.080e+02 | nmx 7.738e-01 | 

stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-64/train.jsonl

@@ -0,0 +1,150 @@
+{"exp_idx": [0, 5], "lr_factor": 1.4, "epoch": [65, 100], "step": [0, 625], "lr": 0.0168, "atrl": 2.093890428543091, "trl0": 2.093890428543091, "nm": 105.6802372911657, "nmx": 0.052278211159705656, "olr": 0.012, "otrl": 2.093890428543091, "trl01": 2.077092409133911, "otrl1": 2.0770926475524902, "nm0": 105.6815466841848, "onm": 105.68060950169455, "data_diff": 0.0}
+{"exp_idx": [0, 5], "lr_factor": 1.4, "epoch": [65, 100], "step": [1, 625], "lr": 0.0168, "atrl": 2.063377618789673, "trl0": 2.0628793239593506, "nm": 105.67895593417441, "nmx": 0.10126924976149115, "olr": 0.012, "otrl": 2.0622024536132812, "trl01": 2.0214943885803223, "otrl1": 2.021839141845703, "nm0": 105.6815466841848, "onm": 105.67967081078156, "data_diff": 0.0}
+{"exp_idx": [0, 5], "lr_factor": 1.4, "epoch": [65, 100], "step": [2, 625], "lr": 0.0168, "atrl": 2.0887560844421387, "trl0": 2.0822324752807617, "nm": 105.67768930338227, "nmx": 0.14663380047144556, "olr": 0.012, "otrl": 2.0829529762268066, "trl01": 2.076908588409424, "otrl1": 2.076125144958496, "nm0": 105.6815466841848, "onm": 105.67871392399792, "data_diff": 0.0}
+{"exp_idx": [0, 5], "lr_factor": 1.4, "epoch": [65, 100], "step": [3, 625], "lr": 0.0168, "atrl": 2.102511405944824, "trl0": 2.094271183013916, "nm": 105.67648951294309, "nmx": 0.18827227765865973, "olr": 0.012, "otrl": 2.0909388065338135, "trl01": 2.1985421180725098, "otrl1": 2.1913628578186035, "nm0": 105.6815466841848, "onm": 105.6777613643132, "data_diff": 0.0}
+{"exp_idx": [0, 5], "lr_factor": 1.4, "epoch": [65, 100], "step": [4, 625], "lr": 0.0168, "atrl": 2.083967685699463, "trl0": 2.0673413276672363, "nm": 105.67537254523438, "nmx": 0.22576149288646213, "olr": 0.012, "otrl": 2.0641732215881348, "trl01": 2.1354517936706543, "otrl1": 2.126875877380371, "nm0": 105.6815466841848, "onm": 105.67682109413487, "data_diff": 0.0}
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+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [69, 100], "step": [26, 625], "lr": 0.0072, "atrl": 2.116084575653076, "trl0": 2.085625171661377, "nm": 103.47512092993696, "nmx": 0.2729395367124072, "olr": 0.012, "otrl": 2.0839757919311523, "trl01": 2.3012187480926514, "otrl1": 2.2983527183532715, "nm0": 103.48403726943492, "onm": 103.46137774020043, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [69, 100], "step": [27, 625], "lr": 0.0072, "atrl": 2.138016939163208, "trl0": 2.104377031326294, "nm": 103.47504899419627, "nmx": 0.2736669015213042, "olr": 0.012, "otrl": 2.1050212383270264, "trl01": 1.9950506687164307, "otrl1": 2.007720947265625, "nm0": 103.48403726943492, "onm": 103.46054870477622, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [69, 100], "step": [28, 625], "lr": 0.0072, "atrl": 2.0435218811035156, "trl0": 2.0060126781463623, "nm": 103.47499771209417, "nmx": 0.27405255808126455, "olr": 0.012, "otrl": 2.015014171600342, "trl01": 1.981421709060669, "otrl1": 1.9853768348693848, "nm0": 103.48403726943492, "onm": 103.45973036789502, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [69, 100], "step": [29, 625], "lr": 0.0072, "atrl": 2.087285280227661, "trl0": 2.056344509124756, "nm": 103.4749595481142, "nmx": 0.27432926161271565, "olr": 0.012, "otrl": 2.0468757152557373, "trl01": 1.9733526706695557, "otrl1": 1.9743787050247192, "nm0": 103.48403726943492, "onm": 103.45891063928703, "data_diff": 0.0}

stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-68/train.log

@@ -0,0 +1,211 @@
+2025-11-24 13:55:25,556 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 13:55:27,906 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:55:27,906 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 13:55:27,906 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 13:55:27,906 | INFO | Starting EoS for checkpoint 68
+2025-11-24 13:55:27,906 | INFO | Starting EoS for model resnet50
+2025-11-24 13:55:28,453 | INFO | Model state successfully loaded
+2025-11-24 13:55:29,818 | INFO | Wrapped model with DDP
+2025-11-24 13:55:29,820 | INFO | Current learning rate: 0.0168
+2025-11-24 13:55:29,820 | INFO | Original learning rate: 0.012
+2025-11-24 13:55:29,848 | INFO | 🎯 Momentum Information:
+2025-11-24 13:55:29,848 | INFO |   Extracted vectors: 161
+2025-11-24 13:55:29,848 | INFO |   Has momentum state: True
+2025-11-24 13:55:38,392 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00000/00625 | lr 1.680e-02 | atrl 2.085e+00 | trl0 2.085e+00 | nm 1.035e+02 | nmx 5.673e-02 | 
+2025-11-24 13:55:42,134 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00001/00625 | lr 1.680e-02 | atrl 2.043e+00 | trl0 2.041e+00 | nm 1.035e+02 | nmx 1.092e-01 | 
+2025-11-24 13:55:45,877 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00002/00625 | lr 1.680e-02 | atrl 2.079e+00 | trl0 2.074e+00 | nm 1.035e+02 | nmx 1.580e-01 | 
+2025-11-24 13:55:49,618 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00003/00625 | lr 1.680e-02 | atrl 2.051e+00 | trl0 2.037e+00 | nm 1.035e+02 | nmx 2.023e-01 | 
+2025-11-24 13:55:53,359 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00004/00625 | lr 1.680e-02 | atrl 2.064e+00 | trl0 2.040e+00 | nm 1.035e+02 | nmx 2.416e-01 | 
+2025-11-24 13:55:57,103 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00005/00625 | lr 1.680e-02 | atrl 2.057e+00 | trl0 2.027e+00 | nm 1.035e+02 | nmx 2.764e-01 | 
+2025-11-24 13:56:00,844 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00006/00625 | lr 1.680e-02 | atrl 2.085e+00 | trl0 2.047e+00 | nm 1.035e+02 | nmx 3.068e-01 | 
+2025-11-24 13:56:04,586 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00007/00625 | lr 1.680e-02 | atrl 2.109e+00 | trl0 2.063e+00 | nm 1.035e+02 | nmx 3.329e-01 | 
+2025-11-24 13:56:08,330 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00008/00625 | lr 1.680e-02 | atrl 2.016e+00 | trl0 1.961e+00 | nm 1.035e+02 | nmx 3.545e-01 | 
+2025-11-24 13:56:12,072 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00009/00625 | lr 1.680e-02 | atrl 2.148e+00 | trl0 2.078e+00 | nm 1.035e+02 | nmx 3.714e-01 | 
+2025-11-24 13:56:15,812 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00010/00625 | lr 1.680e-02 | atrl 2.083e+00 | trl0 2.018e+00 | nm 1.035e+02 | nmx 3.847e-01 | 
+2025-11-24 13:56:19,554 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00011/00625 | lr 1.680e-02 | atrl 2.102e+00 | trl0 2.031e+00 | nm 1.035e+02 | nmx 3.946e-01 | 
+2025-11-24 13:56:23,294 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00012/00625 | lr 1.680e-02 | atrl 2.084e+00 | trl0 2.001e+00 | nm 1.035e+02 | nmx 4.013e-01 | 
+2025-11-24 13:56:27,037 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00013/00625 | lr 1.680e-02 | atrl 2.116e+00 | trl0 2.032e+00 | nm 1.035e+02 | nmx 4.053e-01 | 
+2025-11-24 13:56:30,780 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00014/00625 | lr 1.680e-02 | atrl 2.095e+00 | trl0 2.012e+00 | nm 1.035e+02 | nmx 4.073e-01 | 
+2025-11-24 13:56:34,520 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00015/00625 | lr 1.680e-02 | atrl 2.109e+00 | trl0 2.029e+00 | nm 1.035e+02 | nmx 4.078e-01 | 
+2025-11-24 13:56:38,262 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00016/00625 | lr 1.680e-02 | atrl 2.030e+00 | trl0 1.950e+00 | nm 1.035e+02 | nmx 4.073e-01 | 
+2025-11-24 13:56:42,002 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00017/00625 | lr 1.680e-02 | atrl 2.145e+00 | trl0 2.070e+00 | nm 1.035e+02 | nmx 4.063e-01 | 
+2025-11-24 13:56:45,745 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00018/00625 | lr 1.680e-02 | atrl 2.200e+00 | trl0 2.119e+00 | nm 1.035e+02 | nmx 4.048e-01 | 
+2025-11-24 13:56:49,489 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00019/00625 | lr 1.680e-02 | atrl 2.123e+00 | trl0 2.041e+00 | nm 1.035e+02 | nmx 4.031e-01 | 
+2025-11-24 13:56:53,232 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00020/00625 | lr 1.680e-02 | atrl 2.122e+00 | trl0 2.042e+00 | nm 1.035e+02 | nmx 4.015e-01 | 
+2025-11-24 13:56:56,974 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00021/00625 | lr 1.680e-02 | atrl 2.121e+00 | trl0 2.040e+00 | nm 1.035e+02 | nmx 4.001e-01 | 
+2025-11-24 13:57:00,717 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00022/00625 | lr 1.680e-02 | atrl 2.080e+00 | trl0 2.002e+00 | nm 1.035e+02 | nmx 3.992e-01 | 
+2025-11-24 13:57:04,461 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00023/00625 | lr 1.680e-02 | atrl 2.156e+00 | trl0 2.074e+00 | nm 1.035e+02 | nmx 3.986e-01 | 
+2025-11-24 13:57:08,204 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00024/00625 | lr 1.680e-02 | atrl 2.185e+00 | trl0 2.109e+00 | nm 1.035e+02 | nmx 3.985e-01 | 
+2025-11-24 13:57:11,946 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00025/00625 | lr 1.680e-02 | atrl 2.129e+00 | trl0 2.048e+00 | nm 1.035e+02 | nmx 3.989e-01 | 
+2025-11-24 13:57:15,686 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00026/00625 | lr 1.680e-02 | atrl 2.162e+00 | trl0 2.086e+00 | nm 1.035e+02 | nmx 3.998e-01 | 
+2025-11-24 13:57:19,428 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00027/00625 | lr 1.680e-02 | atrl 2.190e+00 | trl0 2.104e+00 | nm 1.035e+02 | nmx 4.009e-01 | 
+2025-11-24 13:57:23,171 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00028/00625 | lr 1.680e-02 | atrl 2.093e+00 | trl0 2.006e+00 | nm 1.035e+02 | nmx 4.021e-01 | 
+2025-11-24 13:57:26,913 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 069/100 | step 00029/00625 | lr 1.680e-02 | atrl 2.134e+00 | trl0 2.056e+00 | nm 1.035e+02 | nmx 4.036e-01 | 
+2025-11-24 13:57:27,265 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:57:27,266 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 13:57:27,266 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 13:57:27,266 | INFO | Starting EoS for checkpoint 68
+2025-11-24 13:57:27,266 | INFO | Starting EoS for model resnet50
+2025-11-24 13:57:27,663 | INFO | Model state successfully loaded
+2025-11-24 13:57:27,830 | INFO | Wrapped model with DDP
+2025-11-24 13:57:27,833 | INFO | Current learning rate: 0.0144
+2025-11-24 13:57:27,833 | INFO | Original learning rate: 0.012
+2025-11-24 13:57:27,919 | INFO | 🎯 Momentum Information:
+2025-11-24 13:57:27,920 | INFO |   Extracted vectors: 161
+2025-11-24 13:57:27,920 | INFO |   Has momentum state: True
+2025-11-24 13:57:35,704 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00000/00625 | lr 1.440e-02 | atrl 2.085e+00 | trl0 2.085e+00 | nm 1.035e+02 | nmx 4.863e-02 | 
+2025-11-24 13:57:39,446 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00001/00625 | lr 1.440e-02 | atrl 2.043e+00 | trl0 2.041e+00 | nm 1.035e+02 | nmx 9.379e-02 | 
+2025-11-24 13:57:43,187 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00002/00625 | lr 1.440e-02 | atrl 2.077e+00 | trl0 2.074e+00 | nm 1.035e+02 | nmx 1.361e-01 | 
+2025-11-24 13:57:46,927 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00003/00625 | lr 1.440e-02 | atrl 2.047e+00 | trl0 2.037e+00 | nm 1.035e+02 | nmx 1.748e-01 | 
+2025-11-24 13:57:50,669 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00004/00625 | lr 1.440e-02 | atrl 2.058e+00 | trl0 2.040e+00 | nm 1.035e+02 | nmx 2.096e-01 | 
+2025-11-24 13:57:54,408 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00005/00625 | lr 1.440e-02 | atrl 2.049e+00 | trl0 2.027e+00 | nm 1.035e+02 | nmx 2.409e-01 | 
+2025-11-24 13:57:58,147 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00006/00625 | lr 1.440e-02 | atrl 2.075e+00 | trl0 2.047e+00 | nm 1.035e+02 | nmx 2.686e-01 | 
+2025-11-24 13:58:01,890 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00007/00625 | lr 1.440e-02 | atrl 2.098e+00 | trl0 2.063e+00 | nm 1.035e+02 | nmx 2.930e-01 | 
+2025-11-24 13:58:05,631 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00008/00625 | lr 1.440e-02 | atrl 2.003e+00 | trl0 1.961e+00 | nm 1.035e+02 | nmx 3.138e-01 | 
+2025-11-24 13:58:09,369 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00009/00625 | lr 1.440e-02 | atrl 2.133e+00 | trl0 2.078e+00 | nm 1.035e+02 | nmx 3.309e-01 | 
+2025-11-24 13:58:13,112 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00010/00625 | lr 1.440e-02 | atrl 2.068e+00 | trl0 2.018e+00 | nm 1.035e+02 | nmx 3.449e-01 | 
+2025-11-24 13:58:16,853 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00011/00625 | lr 1.440e-02 | atrl 2.087e+00 | trl0 2.031e+00 | nm 1.035e+02 | nmx 3.562e-01 | 
+2025-11-24 13:58:20,594 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00012/00625 | lr 1.440e-02 | atrl 2.069e+00 | trl0 2.001e+00 | nm 1.035e+02 | nmx 3.647e-01 | 
+2025-11-24 13:58:24,334 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00013/00625 | lr 1.440e-02 | atrl 2.101e+00 | trl0 2.032e+00 | nm 1.035e+02 | nmx 3.706e-01 | 
+2025-11-24 13:58:28,074 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00014/00625 | lr 1.440e-02 | atrl 2.081e+00 | trl0 2.012e+00 | nm 1.035e+02 | nmx 3.746e-01 | 
+2025-11-24 13:58:31,814 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00015/00625 | lr 1.440e-02 | atrl 2.097e+00 | trl0 2.029e+00 | nm 1.035e+02 | nmx 3.771e-01 | 
+2025-11-24 13:58:35,553 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00016/00625 | lr 1.440e-02 | atrl 2.018e+00 | trl0 1.950e+00 | nm 1.035e+02 | nmx 3.784e-01 | 
+2025-11-24 13:58:39,293 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00017/00625 | lr 1.440e-02 | atrl 2.133e+00 | trl0 2.070e+00 | nm 1.035e+02 | nmx 3.790e-01 | 
+2025-11-24 13:58:43,032 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00018/00625 | lr 1.440e-02 | atrl 2.188e+00 | trl0 2.119e+00 | nm 1.035e+02 | nmx 3.788e-01 | 
+2025-11-24 13:58:46,773 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00019/00625 | lr 1.440e-02 | atrl 2.112e+00 | trl0 2.041e+00 | nm 1.035e+02 | nmx 3.781e-01 | 
+2025-11-24 13:58:50,514 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00020/00625 | lr 1.440e-02 | atrl 2.112e+00 | trl0 2.042e+00 | nm 1.035e+02 | nmx 3.772e-01 | 
+2025-11-24 13:58:54,253 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00021/00625 | lr 1.440e-02 | atrl 2.111e+00 | trl0 2.040e+00 | nm 1.035e+02 | nmx 3.760e-01 | 
+2025-11-24 13:58:57,993 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00022/00625 | lr 1.440e-02 | atrl 2.069e+00 | trl0 2.002e+00 | nm 1.035e+02 | nmx 3.750e-01 | 
+2025-11-24 13:59:01,732 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00023/00625 | lr 1.440e-02 | atrl 2.145e+00 | trl0 2.074e+00 | nm 1.035e+02 | nmx 3.740e-01 | 
+2025-11-24 13:59:05,471 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00024/00625 | lr 1.440e-02 | atrl 2.174e+00 | trl0 2.109e+00 | nm 1.035e+02 | nmx 3.733e-01 | 
+2025-11-24 13:59:09,212 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00025/00625 | lr 1.440e-02 | atrl 2.118e+00 | trl0 2.048e+00 | nm 1.035e+02 | nmx 3.729e-01 | 
+2025-11-24 13:59:12,952 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00026/00625 | lr 1.440e-02 | atrl 2.151e+00 | trl0 2.086e+00 | nm 1.035e+02 | nmx 3.729e-01 | 
+2025-11-24 13:59:16,692 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00027/00625 | lr 1.440e-02 | atrl 2.177e+00 | trl0 2.104e+00 | nm 1.035e+02 | nmx 3.731e-01 | 
+2025-11-24 13:59:20,431 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00028/00625 | lr 1.440e-02 | atrl 2.080e+00 | trl0 2.006e+00 | nm 1.035e+02 | nmx 3.734e-01 | 
+2025-11-24 13:59:24,171 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 069/100 | step 00029/00625 | lr 1.440e-02 | atrl 2.121e+00 | trl0 2.056e+00 | nm 1.035e+02 | nmx 3.741e-01 | 
+2025-11-24 13:59:24,675 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 13:59:24,676 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 13:59:24,676 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 13:59:24,676 | INFO | Starting EoS for checkpoint 68
+2025-11-24 13:59:24,676 | INFO | Starting EoS for model resnet50
+2025-11-24 13:59:25,058 | INFO | Model state successfully loaded
+2025-11-24 13:59:25,309 | INFO | Wrapped model with DDP
+2025-11-24 13:59:25,311 | INFO | Current learning rate: 0.012
+2025-11-24 13:59:25,311 | INFO | Original learning rate: 0.012
+2025-11-24 13:59:25,314 | INFO | 🎯 Momentum Information:
+2025-11-24 13:59:25,315 | INFO |   Extracted vectors: 161
+2025-11-24 13:59:25,315 | INFO |   Has momentum state: True
+2025-11-24 13:59:32,819 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00000/00625 | lr 1.200e-02 | atrl 2.085e+00 | trl0 2.085e+00 | nm 1.035e+02 | nmx 4.052e-02 | 
+2025-11-24 13:59:36,559 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00001/00625 | lr 1.200e-02 | atrl 2.042e+00 | trl0 2.041e+00 | nm 1.035e+02 | nmx 7.830e-02 | 
+2025-11-24 13:59:40,299 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00002/00625 | lr 1.200e-02 | atrl 2.076e+00 | trl0 2.074e+00 | nm 1.035e+02 | nmx 1.139e-01 | 
+2025-11-24 13:59:44,046 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00003/00625 | lr 1.200e-02 | atrl 2.044e+00 | trl0 2.037e+00 | nm 1.035e+02 | nmx 1.468e-01 | 
+2025-11-24 13:59:47,788 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00004/00625 | lr 1.200e-02 | atrl 2.052e+00 | trl0 2.040e+00 | nm 1.035e+02 | nmx 1.768e-01 | 
+2025-11-24 13:59:51,528 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00005/00625 | lr 1.200e-02 | atrl 2.042e+00 | trl0 2.027e+00 | nm 1.035e+02 | nmx 2.041e-01 | 
+2025-11-24 13:59:55,269 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00006/00625 | lr 1.200e-02 | atrl 2.066e+00 | trl0 2.047e+00 | nm 1.035e+02 | nmx 2.288e-01 | 
+2025-11-24 13:59:59,013 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00007/00625 | lr 1.200e-02 | atrl 2.088e+00 | trl0 2.063e+00 | nm 1.035e+02 | nmx 2.508e-01 | 
+2025-11-24 14:00:02,754 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00008/00625 | lr 1.200e-02 | atrl 1.990e+00 | trl0 1.961e+00 | nm 1.035e+02 | nmx 2.702e-01 | 
+2025-11-24 14:00:06,496 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00009/00625 | lr 1.200e-02 | atrl 2.118e+00 | trl0 2.078e+00 | nm 1.035e+02 | nmx 2.867e-01 | 
+2025-11-24 14:00:10,237 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00010/00625 | lr 1.200e-02 | atrl 2.054e+00 | trl0 2.018e+00 | nm 1.035e+02 | nmx 3.009e-01 | 
+2025-11-24 14:00:13,987 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00011/00625 | lr 1.200e-02 | atrl 2.072e+00 | trl0 2.031e+00 | nm 1.035e+02 | nmx 3.129e-01 | 
+2025-11-24 14:00:17,729 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00012/00625 | lr 1.200e-02 | atrl 2.053e+00 | trl0 2.001e+00 | nm 1.035e+02 | nmx 3.225e-01 | 
+2025-11-24 14:00:21,472 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00013/00625 | lr 1.200e-02 | atrl 2.085e+00 | trl0 2.032e+00 | nm 1.035e+02 | nmx 3.300e-01 | 
+2025-11-24 14:00:25,213 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00014/00625 | lr 1.200e-02 | atrl 2.066e+00 | trl0 2.012e+00 | nm 1.035e+02 | nmx 3.358e-01 | 
+2025-11-24 14:00:28,956 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00015/00625 | lr 1.200e-02 | atrl 2.083e+00 | trl0 2.029e+00 | nm 1.035e+02 | nmx 3.400e-01 | 
+2025-11-24 14:00:32,697 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00016/00625 | lr 1.200e-02 | atrl 2.005e+00 | trl0 1.950e+00 | nm 1.035e+02 | nmx 3.431e-01 | 
+2025-11-24 14:00:36,439 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00017/00625 | lr 1.200e-02 | atrl 2.119e+00 | trl0 2.070e+00 | nm 1.035e+02 | nmx 3.455e-01 | 
+2025-11-24 14:00:40,179 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00018/00625 | lr 1.200e-02 | atrl 2.175e+00 | trl0 2.119e+00 | nm 1.035e+02 | nmx 3.469e-01 | 
+2025-11-24 14:00:43,920 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00019/00625 | lr 1.200e-02 | atrl 2.100e+00 | trl0 2.041e+00 | nm 1.035e+02 | nmx 3.477e-01 | 
+2025-11-24 14:00:47,662 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00020/00625 | lr 1.200e-02 | atrl 2.100e+00 | trl0 2.042e+00 | nm 1.035e+02 | nmx 3.479e-01 | 
+2025-11-24 14:00:51,405 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00021/00625 | lr 1.200e-02 | atrl 2.099e+00 | trl0 2.040e+00 | nm 1.035e+02 | nmx 3.477e-01 | 
+2025-11-24 14:00:55,146 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00022/00625 | lr 1.200e-02 | atrl 2.057e+00 | trl0 2.002e+00 | nm 1.035e+02 | nmx 3.473e-01 | 
+2025-11-24 14:00:58,892 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00023/00625 | lr 1.200e-02 | atrl 2.133e+00 | trl0 2.074e+00 | nm 1.035e+02 | nmx 3.467e-01 | 
+2025-11-24 14:01:02,634 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00024/00625 | lr 1.200e-02 | atrl 2.163e+00 | trl0 2.109e+00 | nm 1.035e+02 | nmx 3.461e-01 | 
+2025-11-24 14:01:06,375 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00025/00625 | lr 1.200e-02 | atrl 2.107e+00 | trl0 2.048e+00 | nm 1.035e+02 | nmx 3.455e-01 | 
+2025-11-24 14:01:10,116 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00026/00625 | lr 1.200e-02 | atrl 2.140e+00 | trl0 2.086e+00 | nm 1.035e+02 | nmx 3.451e-01 | 
+2025-11-24 14:01:13,857 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00027/00625 | lr 1.200e-02 | atrl 2.165e+00 | trl0 2.104e+00 | nm 1.035e+02 | nmx 3.448e-01 | 
+2025-11-24 14:01:17,597 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00028/00625 | lr 1.200e-02 | atrl 2.068e+00 | trl0 2.006e+00 | nm 1.035e+02 | nmx 3.444e-01 | 
+2025-11-24 14:01:21,337 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 069/100 | step 00029/00625 | lr 1.200e-02 | atrl 2.110e+00 | trl0 2.056e+00 | nm 1.035e+02 | nmx 3.443e-01 | 
+2025-11-24 14:01:21,860 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 14:01:21,860 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 14:01:21,860 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 14:01:21,860 | INFO | Starting EoS for checkpoint 68
+2025-11-24 14:01:21,861 | INFO | Starting EoS for model resnet50
+2025-11-24 14:01:22,243 | INFO | Model state successfully loaded
+2025-11-24 14:01:22,442 | INFO | Wrapped model with DDP
+2025-11-24 14:01:22,444 | INFO | Current learning rate: 0.0096
+2025-11-24 14:01:22,444 | INFO | Original learning rate: 0.012
+2025-11-24 14:01:22,447 | INFO | 🎯 Momentum Information:
+2025-11-24 14:01:22,447 | INFO |   Extracted vectors: 161
+2025-11-24 14:01:22,447 | INFO |   Has momentum state: True
+2025-11-24 14:01:29,906 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00000/00625 | lr 9.600e-03 | atrl 2.085e+00 | trl0 2.085e+00 | nm 1.035e+02 | nmx 3.242e-02 | 
+2025-11-24 14:01:33,646 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00001/00625 | lr 9.600e-03 | atrl 2.042e+00 | trl0 2.041e+00 | nm 1.035e+02 | nmx 6.275e-02 | 
+2025-11-24 14:01:37,386 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00002/00625 | lr 9.600e-03 | atrl 2.074e+00 | trl0 2.074e+00 | nm 1.035e+02 | nmx 9.154e-02 | 
+2025-11-24 14:01:41,126 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00003/00625 | lr 9.600e-03 | atrl 2.041e+00 | trl0 2.037e+00 | nm 1.035e+02 | nmx 1.184e-01 | 
+2025-11-24 14:01:44,869 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00004/00625 | lr 9.600e-03 | atrl 2.048e+00 | trl0 2.040e+00 | nm 1.035e+02 | nmx 1.433e-01 | 
+2025-11-24 14:01:48,609 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00005/00625 | lr 9.600e-03 | atrl 2.036e+00 | trl0 2.027e+00 | nm 1.035e+02 | nmx 1.662e-01 | 
+2025-11-24 14:01:52,350 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00006/00625 | lr 9.600e-03 | atrl 2.059e+00 | trl0 2.047e+00 | nm 1.035e+02 | nmx 1.872e-01 | 
+2025-11-24 14:01:56,090 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00007/00625 | lr 9.600e-03 | atrl 2.079e+00 | trl0 2.063e+00 | nm 1.035e+02 | nmx 2.064e-01 | 
+2025-11-24 14:01:59,833 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00008/00625 | lr 9.600e-03 | atrl 1.980e+00 | trl0 1.961e+00 | nm 1.035e+02 | nmx 2.236e-01 | 
+2025-11-24 14:02:03,573 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00009/00625 | lr 9.600e-03 | atrl 2.106e+00 | trl0 2.078e+00 | nm 1.035e+02 | nmx 2.387e-01 | 
+2025-11-24 14:02:07,313 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00010/00625 | lr 9.600e-03 | atrl 2.041e+00 | trl0 2.018e+00 | nm 1.035e+02 | nmx 2.522e-01 | 
+2025-11-24 14:02:11,052 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00011/00625 | lr 9.600e-03 | atrl 2.058e+00 | trl0 2.031e+00 | nm 1.035e+02 | nmx 2.641e-01 | 
+2025-11-24 14:02:14,794 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00012/00625 | lr 9.600e-03 | atrl 2.037e+00 | trl0 2.001e+00 | nm 1.035e+02 | nmx 2.742e-01 | 
+2025-11-24 14:02:18,533 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00013/00625 | lr 9.600e-03 | atrl 2.069e+00 | trl0 2.032e+00 | nm 1.035e+02 | nmx 2.826e-01 | 
+2025-11-24 14:02:22,272 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00014/00625 | lr 9.600e-03 | atrl 2.051e+00 | trl0 2.012e+00 | nm 1.035e+02 | nmx 2.896e-01 | 
+2025-11-24 14:02:26,010 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00015/00625 | lr 9.600e-03 | atrl 2.069e+00 | trl0 2.029e+00 | nm 1.035e+02 | nmx 2.953e-01 | 
+2025-11-24 14:02:29,751 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00016/00625 | lr 9.600e-03 | atrl 1.991e+00 | trl0 1.950e+00 | nm 1.035e+02 | nmx 2.999e-01 | 
+2025-11-24 14:02:33,490 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00017/00625 | lr 9.600e-03 | atrl 2.105e+00 | trl0 2.070e+00 | nm 1.035e+02 | nmx 3.038e-01 | 
+2025-11-24 14:02:37,230 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00018/00625 | lr 9.600e-03 | atrl 2.160e+00 | trl0 2.119e+00 | nm 1.035e+02 | nmx 3.069e-01 | 
+2025-11-24 14:02:40,970 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00019/00625 | lr 9.600e-03 | atrl 2.087e+00 | trl0 2.041e+00 | nm 1.035e+02 | nmx 3.092e-01 | 
+2025-11-24 14:02:44,710 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00020/00625 | lr 9.600e-03 | atrl 2.086e+00 | trl0 2.042e+00 | nm 1.035e+02 | nmx 3.109e-01 | 
+2025-11-24 14:02:48,450 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00021/00625 | lr 9.600e-03 | atrl 2.086e+00 | trl0 2.040e+00 | nm 1.035e+02 | nmx 3.120e-01 | 
+2025-11-24 14:02:52,190 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00022/00625 | lr 9.600e-03 | atrl 2.045e+00 | trl0 2.002e+00 | nm 1.035e+02 | nmx 3.129e-01 | 
+2025-11-24 14:02:55,929 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00023/00625 | lr 9.600e-03 | atrl 2.120e+00 | trl0 2.074e+00 | nm 1.035e+02 | nmx 3.133e-01 | 
+2025-11-24 14:02:59,674 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00024/00625 | lr 9.600e-03 | atrl 2.151e+00 | trl0 2.109e+00 | nm 1.035e+02 | nmx 3.136e-01 | 
+2025-11-24 14:03:03,412 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00025/00625 | lr 9.600e-03 | atrl 2.096e+00 | trl0 2.048e+00 | nm 1.035e+02 | nmx 3.136e-01 | 
+2025-11-24 14:03:07,150 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00026/00625 | lr 9.600e-03 | atrl 2.129e+00 | trl0 2.086e+00 | nm 1.035e+02 | nmx 3.135e-01 | 
+2025-11-24 14:03:10,891 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00027/00625 | lr 9.600e-03 | atrl 2.152e+00 | trl0 2.104e+00 | nm 1.035e+02 | nmx 3.133e-01 | 
+2025-11-24 14:03:14,634 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00028/00625 | lr 9.600e-03 | atrl 2.057e+00 | trl0 2.006e+00 | nm 1.035e+02 | nmx 3.129e-01 | 
+2025-11-24 14:03:18,374 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 069/100 | step 00029/00625 | lr 9.600e-03 | atrl 2.099e+00 | trl0 2.056e+00 | nm 1.035e+02 | nmx 3.126e-01 | 
+2025-11-24 14:03:18,899 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 14:03:18,899 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 14:03:18,899 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 14:03:18,899 | INFO | Starting EoS for checkpoint 68
+2025-11-24 14:03:18,899 | INFO | Starting EoS for model resnet50
+2025-11-24 14:03:19,276 | INFO | Model state successfully loaded
+2025-11-24 14:03:19,524 | INFO | Wrapped model with DDP
+2025-11-24 14:03:19,527 | INFO | Current learning rate: 0.0072
+2025-11-24 14:03:19,527 | INFO | Original learning rate: 0.012
+2025-11-24 14:03:19,530 | INFO | 🎯 Momentum Information:
+2025-11-24 14:03:19,530 | INFO |   Extracted vectors: 161
+2025-11-24 14:03:19,530 | INFO |   Has momentum state: True
+2025-11-24 14:03:26,846 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00000/00625 | lr 7.200e-03 | atrl 2.085e+00 | trl0 2.085e+00 | nm 1.035e+02 | nmx 2.431e-02 | 
+2025-11-24 14:03:30,593 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00001/00625 | lr 7.200e-03 | atrl 2.041e+00 | trl0 2.041e+00 | nm 1.035e+02 | nmx 4.715e-02 | 
+2025-11-24 14:03:34,333 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00002/00625 | lr 7.200e-03 | atrl 2.074e+00 | trl0 2.074e+00 | nm 1.035e+02 | nmx 6.897e-02 | 
+2025-11-24 14:03:38,074 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00003/00625 | lr 7.200e-03 | atrl 2.039e+00 | trl0 2.037e+00 | nm 1.035e+02 | nmx 8.958e-02 | 
+2025-11-24 14:03:41,821 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00004/00625 | lr 7.200e-03 | atrl 2.044e+00 | trl0 2.040e+00 | nm 1.035e+02 | nmx 1.089e-01 | 
+2025-11-24 14:03:45,562 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00005/00625 | lr 7.200e-03 | atrl 2.031e+00 | trl0 2.027e+00 | nm 1.035e+02 | nmx 1.269e-01 | 
+2025-11-24 14:03:49,301 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00006/00625 | lr 7.200e-03 | atrl 2.053e+00 | trl0 2.047e+00 | nm 1.035e+02 | nmx 1.437e-01 | 
+2025-11-24 14:03:53,041 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00007/00625 | lr 7.200e-03 | atrl 2.071e+00 | trl0 2.063e+00 | nm 1.035e+02 | nmx 1.593e-01 | 
+2025-11-24 14:03:56,779 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00008/00625 | lr 7.200e-03 | atrl 1.971e+00 | trl0 1.961e+00 | nm 1.035e+02 | nmx 1.737e-01 | 
+2025-11-24 14:04:00,520 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00009/00625 | lr 7.200e-03 | atrl 2.095e+00 | trl0 2.078e+00 | nm 1.035e+02 | nmx 1.866e-01 | 
+2025-11-24 14:04:04,260 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00010/00625 | lr 7.200e-03 | atrl 2.030e+00 | trl0 2.018e+00 | nm 1.035e+02 | nmx 1.985e-01 | 
+2025-11-24 14:04:08,001 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00011/00625 | lr 7.200e-03 | atrl 2.046e+00 | trl0 2.031e+00 | nm 1.035e+02 | nmx 2.093e-01 | 
+2025-11-24 14:04:11,741 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00012/00625 | lr 7.200e-03 | atrl 2.023e+00 | trl0 2.001e+00 | nm 1.035e+02 | nmx 2.189e-01 | 
+2025-11-24 14:04:15,480 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00013/00625 | lr 7.200e-03 | atrl 2.055e+00 | trl0 2.032e+00 | nm 1.035e+02 | nmx 2.273e-01 | 
+2025-11-24 14:04:19,220 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00014/00625 | lr 7.200e-03 | atrl 2.037e+00 | trl0 2.012e+00 | nm 1.035e+02 | nmx 2.347e-01 | 
+2025-11-24 14:04:22,961 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00015/00625 | lr 7.200e-03 | atrl 2.055e+00 | trl0 2.029e+00 | nm 1.035e+02 | nmx 2.412e-01 | 
+2025-11-24 14:04:26,701 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00016/00625 | lr 7.200e-03 | atrl 1.977e+00 | trl0 1.950e+00 | nm 1.035e+02 | nmx 2.467e-01 | 
+2025-11-24 14:04:30,441 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00017/00625 | lr 7.200e-03 | atrl 2.091e+00 | trl0 2.070e+00 | nm 1.035e+02 | nmx 2.518e-01 | 
+2025-11-24 14:04:34,181 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00018/00625 | lr 7.200e-03 | atrl 2.145e+00 | trl0 2.119e+00 | nm 1.035e+02 | nmx 2.561e-01 | 
+2025-11-24 14:04:37,920 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00019/00625 | lr 7.200e-03 | atrl 2.074e+00 | trl0 2.041e+00 | nm 1.035e+02 | nmx 2.597e-01 | 
+2025-11-24 14:04:41,660 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00020/00625 | lr 7.200e-03 | atrl 2.072e+00 | trl0 2.042e+00 | nm 1.035e+02 | nmx 2.628e-01 | 
+2025-11-24 14:04:45,399 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00021/00625 | lr 7.200e-03 | atrl 2.072e+00 | trl0 2.040e+00 | nm 1.035e+02 | nmx 2.653e-01 | 
+2025-11-24 14:04:49,139 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00022/00625 | lr 7.200e-03 | atrl 2.031e+00 | trl0 2.002e+00 | nm 1.035e+02 | nmx 2.675e-01 | 
+2025-11-24 14:04:52,884 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00023/00625 | lr 7.200e-03 | atrl 2.106e+00 | trl0 2.074e+00 | nm 1.035e+02 | nmx 2.692e-01 | 
+2025-11-24 14:04:56,625 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00024/00625 | lr 7.200e-03 | atrl 2.137e+00 | trl0 2.109e+00 | nm 1.035e+02 | nmx 2.708e-01 | 
+2025-11-24 14:05:00,367 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00025/00625 | lr 7.200e-03 | atrl 2.083e+00 | trl0 2.048e+00 | nm 1.035e+02 | nmx 2.720e-01 | 
+2025-11-24 14:05:04,109 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00026/00625 | lr 7.200e-03 | atrl 2.116e+00 | trl0 2.086e+00 | nm 1.035e+02 | nmx 2.729e-01 | 
+2025-11-24 14:05:07,849 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00027/00625 | lr 7.200e-03 | atrl 2.138e+00 | trl0 2.104e+00 | nm 1.035e+02 | nmx 2.737e-01 | 
+2025-11-24 14:05:11,591 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00028/00625 | lr 7.200e-03 | atrl 2.044e+00 | trl0 2.006e+00 | nm 1.035e+02 | nmx 2.741e-01 | 
+2025-11-24 14:05:15,332 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 069/100 | step 00029/00625 | lr 7.200e-03 | atrl 2.087e+00 | trl0 2.056e+00 | nm 1.035e+02 | nmx 2.743e-01 | 

stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-76/train.log

@@ -0,0 +1,211 @@
+2025-11-24 14:15:31,908 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 14:15:33,202 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 14:15:33,202 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 14:15:33,202 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 14:15:33,202 | INFO | Starting EoS for checkpoint 76
+2025-11-24 14:15:33,202 | INFO | Starting EoS for model resnet50
+2025-11-24 14:15:33,741 | INFO | Model state successfully loaded
+2025-11-24 14:15:36,293 | INFO | Wrapped model with DDP
+2025-11-24 14:15:36,296 | INFO | Current learning rate: 0.0168
+2025-11-24 14:15:36,296 | INFO | Original learning rate: 0.012
+2025-11-24 14:15:36,318 | INFO | 🎯 Momentum Information:
+2025-11-24 14:15:36,318 | INFO |   Extracted vectors: 161
+2025-11-24 14:15:36,318 | INFO |   Has momentum state: True
+2025-11-24 14:15:45,151 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00000/00625 | lr 1.680e-02 | atrl 1.989e+00 | trl0 1.989e+00 | nm 9.957e+01 | nmx 6.341e-02 | 
+2025-11-24 14:15:48,892 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00001/00625 | lr 1.680e-02 | atrl 1.965e+00 | trl0 1.964e+00 | nm 9.957e+01 | nmx 1.226e-01 | 
+2025-11-24 14:15:52,631 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00002/00625 | lr 1.680e-02 | atrl 2.005e+00 | trl0 1.999e+00 | nm 9.956e+01 | nmx 1.777e-01 | 
+2025-11-24 14:15:56,371 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00003/00625 | lr 1.680e-02 | atrl 1.968e+00 | trl0 1.952e+00 | nm 9.956e+01 | nmx 2.281e-01 | 
+2025-11-24 14:16:00,111 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00004/00625 | lr 1.680e-02 | atrl 2.030e+00 | trl0 2.000e+00 | nm 9.956e+01 | nmx 2.728e-01 | 
+2025-11-24 14:16:03,852 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00005/00625 | lr 1.680e-02 | atrl 2.047e+00 | trl0 2.003e+00 | nm 9.956e+01 | nmx 3.118e-01 | 
+2025-11-24 14:16:07,589 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00006/00625 | lr 1.680e-02 | atrl 2.156e+00 | trl0 2.102e+00 | nm 9.956e+01 | nmx 3.452e-01 | 
+2025-11-24 14:16:11,330 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00007/00625 | lr 1.680e-02 | atrl 2.095e+00 | trl0 2.036e+00 | nm 9.956e+01 | nmx 3.738e-01 | 
+2025-11-24 14:16:15,072 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00008/00625 | lr 1.680e-02 | atrl 2.005e+00 | trl0 1.936e+00 | nm 9.956e+01 | nmx 3.976e-01 | 
+2025-11-24 14:16:18,810 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00009/00625 | lr 1.680e-02 | atrl 2.102e+00 | trl0 2.021e+00 | nm 9.956e+01 | nmx 4.169e-01 | 
+2025-11-24 14:16:22,551 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00010/00625 | lr 1.680e-02 | atrl 2.154e+00 | trl0 2.063e+00 | nm 9.956e+01 | nmx 4.318e-01 | 
+2025-11-24 14:16:26,290 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00011/00625 | lr 1.680e-02 | atrl 2.129e+00 | trl0 2.030e+00 | nm 9.956e+01 | nmx 4.430e-01 | 
+2025-11-24 14:16:30,029 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00012/00625 | lr 1.680e-02 | atrl 2.078e+00 | trl0 1.980e+00 | nm 9.956e+01 | nmx 4.508e-01 | 
+2025-11-24 14:16:33,790 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00013/00625 | lr 1.680e-02 | atrl 2.121e+00 | trl0 2.016e+00 | nm 9.956e+01 | nmx 4.556e-01 | 
+2025-11-24 14:16:37,529 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00014/00625 | lr 1.680e-02 | atrl 2.078e+00 | trl0 1.972e+00 | nm 9.956e+01 | nmx 4.581e-01 | 
+2025-11-24 14:16:41,269 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00015/00625 | lr 1.680e-02 | atrl 2.123e+00 | trl0 2.019e+00 | nm 9.956e+01 | nmx 4.589e-01 | 
+2025-11-24 14:16:45,008 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00016/00625 | lr 1.680e-02 | atrl 2.066e+00 | trl0 1.965e+00 | nm 9.956e+01 | nmx 4.588e-01 | 
+2025-11-24 14:16:48,748 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00017/00625 | lr 1.680e-02 | atrl 2.140e+00 | trl0 2.036e+00 | nm 9.956e+01 | nmx 4.578e-01 | 
+2025-11-24 14:16:52,490 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00018/00625 | lr 1.680e-02 | atrl 2.084e+00 | trl0 1.978e+00 | nm 9.956e+01 | nmx 4.562e-01 | 
+2025-11-24 14:16:56,229 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00019/00625 | lr 1.680e-02 | atrl 2.093e+00 | trl0 1.988e+00 | nm 9.956e+01 | nmx 4.543e-01 | 
+2025-11-24 14:16:59,969 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00020/00625 | lr 1.680e-02 | atrl 2.171e+00 | trl0 2.066e+00 | nm 9.956e+01 | nmx 4.524e-01 | 
+2025-11-24 14:17:03,710 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00021/00625 | lr 1.680e-02 | atrl 2.090e+00 | trl0 1.991e+00 | nm 9.956e+01 | nmx 4.507e-01 | 
+2025-11-24 14:17:07,449 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00022/00625 | lr 1.680e-02 | atrl 2.144e+00 | trl0 2.047e+00 | nm 9.956e+01 | nmx 4.498e-01 | 
+2025-11-24 14:17:11,190 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00023/00625 | lr 1.680e-02 | atrl 2.084e+00 | trl0 1.983e+00 | nm 9.956e+01 | nmx 4.494e-01 | 
+2025-11-24 14:17:14,952 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00024/00625 | lr 1.680e-02 | atrl 2.096e+00 | trl0 1.994e+00 | nm 9.956e+01 | nmx 4.495e-01 | 
+2025-11-24 14:17:18,693 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00025/00625 | lr 1.680e-02 | atrl 2.065e+00 | trl0 1.962e+00 | nm 9.956e+01 | nmx 4.499e-01 | 
+2025-11-24 14:17:22,432 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00026/00625 | lr 1.680e-02 | atrl 2.081e+00 | trl0 1.981e+00 | nm 9.956e+01 | nmx 4.506e-01 | 
+2025-11-24 14:17:26,170 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00027/00625 | lr 1.680e-02 | atrl 2.096e+00 | trl0 1.994e+00 | nm 9.956e+01 | nmx 4.515e-01 | 
+2025-11-24 14:17:29,909 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00028/00625 | lr 1.680e-02 | atrl 2.107e+00 | trl0 2.003e+00 | nm 9.956e+01 | nmx 4.526e-01 | 
+2025-11-24 14:17:33,648 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 077/100 | step 00029/00625 | lr 1.680e-02 | atrl 2.107e+00 | trl0 2.001e+00 | nm 9.956e+01 | nmx 4.538e-01 | 
+2025-11-24 14:17:33,997 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 14:17:33,997 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 14:17:33,997 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 14:17:33,997 | INFO | Starting EoS for checkpoint 76
+2025-11-24 14:17:33,997 | INFO | Starting EoS for model resnet50
+2025-11-24 14:17:34,381 | INFO | Model state successfully loaded
+2025-11-24 14:17:34,568 | INFO | Wrapped model with DDP
+2025-11-24 14:17:34,571 | INFO | Current learning rate: 0.0144
+2025-11-24 14:17:34,571 | INFO | Original learning rate: 0.012
+2025-11-24 14:17:34,656 | INFO | 🎯 Momentum Information:
+2025-11-24 14:17:34,656 | INFO |   Extracted vectors: 161
+2025-11-24 14:17:34,656 | INFO |   Has momentum state: True
+2025-11-24 14:17:42,416 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00000/00625 | lr 1.440e-02 | atrl 1.989e+00 | trl0 1.989e+00 | nm 9.957e+01 | nmx 5.435e-02 | 
+2025-11-24 14:17:46,157 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00001/00625 | lr 1.440e-02 | atrl 1.965e+00 | trl0 1.964e+00 | nm 9.957e+01 | nmx 1.052e-01 | 
+2025-11-24 14:17:49,896 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00002/00625 | lr 1.440e-02 | atrl 2.003e+00 | trl0 1.999e+00 | nm 9.957e+01 | nmx 1.530e-01 | 
+2025-11-24 14:17:53,637 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00003/00625 | lr 1.440e-02 | atrl 1.964e+00 | trl0 1.952e+00 | nm 9.956e+01 | nmx 1.970e-01 | 
+2025-11-24 14:17:57,377 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00004/00625 | lr 1.440e-02 | atrl 2.022e+00 | trl0 2.000e+00 | nm 9.956e+01 | nmx 2.366e-01 | 
+2025-11-24 14:18:01,116 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00005/00625 | lr 1.440e-02 | atrl 2.036e+00 | trl0 2.003e+00 | nm 9.956e+01 | nmx 2.717e-01 | 
+2025-11-24 14:18:04,854 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00006/00625 | lr 1.440e-02 | atrl 2.142e+00 | trl0 2.102e+00 | nm 9.956e+01 | nmx 3.024e-01 | 
+2025-11-24 14:18:08,593 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00007/00625 | lr 1.440e-02 | atrl 2.080e+00 | trl0 2.036e+00 | nm 9.956e+01 | nmx 3.292e-01 | 
+2025-11-24 14:18:12,331 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00008/00625 | lr 1.440e-02 | atrl 1.989e+00 | trl0 1.936e+00 | nm 9.956e+01 | nmx 3.522e-01 | 
+2025-11-24 14:18:16,070 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00009/00625 | lr 1.440e-02 | atrl 2.084e+00 | trl0 2.021e+00 | nm 9.956e+01 | nmx 3.715e-01 | 
+2025-11-24 14:18:19,808 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00010/00625 | lr 1.440e-02 | atrl 2.134e+00 | trl0 2.063e+00 | nm 9.956e+01 | nmx 3.872e-01 | 
+2025-11-24 14:18:23,548 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00011/00625 | lr 1.440e-02 | atrl 2.109e+00 | trl0 2.030e+00 | nm 9.956e+01 | nmx 3.998e-01 | 
+2025-11-24 14:18:27,287 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00012/00625 | lr 1.440e-02 | atrl 2.058e+00 | trl0 1.980e+00 | nm 9.956e+01 | nmx 4.095e-01 | 
+2025-11-24 14:18:31,027 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00013/00625 | lr 1.440e-02 | atrl 2.102e+00 | trl0 2.016e+00 | nm 9.956e+01 | nmx 4.164e-01 | 
+2025-11-24 14:18:34,765 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00014/00625 | lr 1.440e-02 | atrl 2.060e+00 | trl0 1.972e+00 | nm 9.956e+01 | nmx 4.211e-01 | 
+2025-11-24 14:18:38,504 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00015/00625 | lr 1.440e-02 | atrl 2.106e+00 | trl0 2.019e+00 | nm 9.956e+01 | nmx 4.242e-01 | 
+2025-11-24 14:18:42,244 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00016/00625 | lr 1.440e-02 | atrl 2.050e+00 | trl0 1.965e+00 | nm 9.956e+01 | nmx 4.259e-01 | 
+2025-11-24 14:18:45,983 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00017/00625 | lr 1.440e-02 | atrl 2.123e+00 | trl0 2.036e+00 | nm 9.956e+01 | nmx 4.267e-01 | 
+2025-11-24 14:18:49,722 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00018/00625 | lr 1.440e-02 | atrl 2.068e+00 | trl0 1.978e+00 | nm 9.956e+01 | nmx 4.265e-01 | 
+2025-11-24 14:18:53,461 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00019/00625 | lr 1.440e-02 | atrl 2.077e+00 | trl0 1.988e+00 | nm 9.956e+01 | nmx 4.258e-01 | 
+2025-11-24 14:18:57,199 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00020/00625 | lr 1.440e-02 | atrl 2.156e+00 | trl0 2.066e+00 | nm 9.956e+01 | nmx 4.245e-01 | 
+2025-11-24 14:19:00,939 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00021/00625 | lr 1.440e-02 | atrl 2.077e+00 | trl0 1.991e+00 | nm 9.956e+01 | nmx 4.231e-01 | 
+2025-11-24 14:19:04,678 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00022/00625 | lr 1.440e-02 | atrl 2.130e+00 | trl0 2.047e+00 | nm 9.956e+01 | nmx 4.219e-01 | 
+2025-11-24 14:19:08,417 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00023/00625 | lr 1.440e-02 | atrl 2.069e+00 | trl0 1.983e+00 | nm 9.956e+01 | nmx 4.210e-01 | 
+2025-11-24 14:19:12,155 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00024/00625 | lr 1.440e-02 | atrl 2.082e+00 | trl0 1.994e+00 | nm 9.956e+01 | nmx 4.203e-01 | 
+2025-11-24 14:19:15,894 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00025/00625 | lr 1.440e-02 | atrl 2.049e+00 | trl0 1.962e+00 | nm 9.956e+01 | nmx 4.198e-01 | 
+2025-11-24 14:19:19,632 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00026/00625 | lr 1.440e-02 | atrl 2.066e+00 | trl0 1.981e+00 | nm 9.956e+01 | nmx 4.196e-01 | 
+2025-11-24 14:19:23,375 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00027/00625 | lr 1.440e-02 | atrl 2.080e+00 | trl0 1.994e+00 | nm 9.956e+01 | nmx 4.196e-01 | 
+2025-11-24 14:19:27,114 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00028/00625 | lr 1.440e-02 | atrl 2.091e+00 | trl0 2.003e+00 | nm 9.956e+01 | nmx 4.198e-01 | 
+2025-11-24 14:19:30,854 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 077/100 | step 00029/00625 | lr 1.440e-02 | atrl 2.091e+00 | trl0 2.001e+00 | nm 9.956e+01 | nmx 4.201e-01 | 
+2025-11-24 14:19:31,341 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 14:19:31,342 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 14:19:31,342 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 14:19:31,342 | INFO | Starting EoS for checkpoint 76
+2025-11-24 14:19:31,342 | INFO | Starting EoS for model resnet50
+2025-11-24 14:19:31,724 | INFO | Model state successfully loaded
+2025-11-24 14:19:32,038 | INFO | Wrapped model with DDP
+2025-11-24 14:19:32,040 | INFO | Current learning rate: 0.012
+2025-11-24 14:19:32,040 | INFO | Original learning rate: 0.012
+2025-11-24 14:19:32,043 | INFO | 🎯 Momentum Information:
+2025-11-24 14:19:32,043 | INFO |   Extracted vectors: 161
+2025-11-24 14:19:32,043 | INFO |   Has momentum state: True
+2025-11-24 14:19:39,350 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00000/00625 | lr 1.200e-02 | atrl 1.989e+00 | trl0 1.989e+00 | nm 9.957e+01 | nmx 4.529e-02 | 
+2025-11-24 14:19:43,090 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00001/00625 | lr 1.200e-02 | atrl 1.965e+00 | trl0 1.964e+00 | nm 9.957e+01 | nmx 8.784e-02 | 
+2025-11-24 14:19:46,831 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00002/00625 | lr 1.200e-02 | atrl 2.001e+00 | trl0 1.999e+00 | nm 9.957e+01 | nmx 1.281e-01 | 
+2025-11-24 14:19:50,571 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00003/00625 | lr 1.200e-02 | atrl 1.960e+00 | trl0 1.952e+00 | nm 9.956e+01 | nmx 1.655e-01 | 
+2025-11-24 14:19:54,310 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00004/00625 | lr 1.200e-02 | atrl 2.015e+00 | trl0 2.000e+00 | nm 9.956e+01 | nmx 1.996e-01 | 
+2025-11-24 14:19:58,051 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00005/00625 | lr 1.200e-02 | atrl 2.026e+00 | trl0 2.003e+00 | nm 9.956e+01 | nmx 2.303e-01 | 
+2025-11-24 14:20:01,793 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00006/00625 | lr 1.200e-02 | atrl 2.130e+00 | trl0 2.102e+00 | nm 9.956e+01 | nmx 2.576e-01 | 
+2025-11-24 14:20:05,530 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00007/00625 | lr 1.200e-02 | atrl 2.066e+00 | trl0 2.036e+00 | nm 9.956e+01 | nmx 2.821e-01 | 
+2025-11-24 14:20:09,270 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00008/00625 | lr 1.200e-02 | atrl 1.974e+00 | trl0 1.936e+00 | nm 9.956e+01 | nmx 3.036e-01 | 
+2025-11-24 14:20:13,012 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00009/00625 | lr 1.200e-02 | atrl 2.067e+00 | trl0 2.021e+00 | nm 9.956e+01 | nmx 3.221e-01 | 
+2025-11-24 14:20:16,753 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00010/00625 | lr 1.200e-02 | atrl 2.116e+00 | trl0 2.063e+00 | nm 9.956e+01 | nmx 3.379e-01 | 
+2025-11-24 14:20:20,492 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00011/00625 | lr 1.200e-02 | atrl 2.089e+00 | trl0 2.030e+00 | nm 9.956e+01 | nmx 3.511e-01 | 
+2025-11-24 14:20:24,233 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00012/00625 | lr 1.200e-02 | atrl 2.039e+00 | trl0 1.980e+00 | nm 9.956e+01 | nmx 3.620e-01 | 
+2025-11-24 14:20:27,972 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00013/00625 | lr 1.200e-02 | atrl 2.082e+00 | trl0 2.016e+00 | nm 9.956e+01 | nmx 3.707e-01 | 
+2025-11-24 14:20:31,711 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00014/00625 | lr 1.200e-02 | atrl 2.041e+00 | trl0 1.972e+00 | nm 9.956e+01 | nmx 3.774e-01 | 
+2025-11-24 14:20:35,453 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00015/00625 | lr 1.200e-02 | atrl 2.087e+00 | trl0 2.019e+00 | nm 9.956e+01 | nmx 3.824e-01 | 
+2025-11-24 14:20:39,192 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00016/00625 | lr 1.200e-02 | atrl 2.033e+00 | trl0 1.965e+00 | nm 9.956e+01 | nmx 3.861e-01 | 
+2025-11-24 14:20:42,933 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00017/00625 | lr 1.200e-02 | atrl 2.104e+00 | trl0 2.036e+00 | nm 9.956e+01 | nmx 3.888e-01 | 
+2025-11-24 14:20:46,673 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00018/00625 | lr 1.200e-02 | atrl 2.051e+00 | trl0 1.978e+00 | nm 9.956e+01 | nmx 3.904e-01 | 
+2025-11-24 14:20:50,414 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00019/00625 | lr 1.200e-02 | atrl 2.060e+00 | trl0 1.988e+00 | nm 9.956e+01 | nmx 3.913e-01 | 
+2025-11-24 14:20:54,155 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00020/00625 | lr 1.200e-02 | atrl 2.139e+00 | trl0 2.066e+00 | nm 9.956e+01 | nmx 3.914e-01 | 
+2025-11-24 14:20:57,898 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00021/00625 | lr 1.200e-02 | atrl 2.063e+00 | trl0 1.991e+00 | nm 9.956e+01 | nmx 3.911e-01 | 
+2025-11-24 14:21:01,639 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00022/00625 | lr 1.200e-02 | atrl 2.115e+00 | trl0 2.047e+00 | nm 9.956e+01 | nmx 3.906e-01 | 
+2025-11-24 14:21:05,378 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00023/00625 | lr 1.200e-02 | atrl 2.054e+00 | trl0 1.983e+00 | nm 9.956e+01 | nmx 3.899e-01 | 
+2025-11-24 14:21:09,119 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00024/00625 | lr 1.200e-02 | atrl 2.067e+00 | trl0 1.994e+00 | nm 9.956e+01 | nmx 3.891e-01 | 
+2025-11-24 14:21:12,862 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00025/00625 | lr 1.200e-02 | atrl 2.034e+00 | trl0 1.962e+00 | nm 9.956e+01 | nmx 3.884e-01 | 
+2025-11-24 14:21:16,601 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00026/00625 | lr 1.200e-02 | atrl 2.051e+00 | trl0 1.981e+00 | nm 9.956e+01 | nmx 3.877e-01 | 
+2025-11-24 14:21:20,341 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00027/00625 | lr 1.200e-02 | atrl 2.064e+00 | trl0 1.994e+00 | nm 9.956e+01 | nmx 3.872e-01 | 
+2025-11-24 14:21:24,082 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00028/00625 | lr 1.200e-02 | atrl 2.075e+00 | trl0 2.003e+00 | nm 9.956e+01 | nmx 3.868e-01 | 
+2025-11-24 14:21:27,821 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 077/100 | step 00029/00625 | lr 1.200e-02 | atrl 2.074e+00 | trl0 2.001e+00 | nm 9.956e+01 | nmx 3.864e-01 | 
+2025-11-24 14:21:28,340 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 14:21:28,341 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 14:21:28,341 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 14:21:28,341 | INFO | Starting EoS for checkpoint 76
+2025-11-24 14:21:28,341 | INFO | Starting EoS for model resnet50
+2025-11-24 14:21:28,719 | INFO | Model state successfully loaded
+2025-11-24 14:21:28,948 | INFO | Wrapped model with DDP
+2025-11-24 14:21:28,950 | INFO | Current learning rate: 0.0096
+2025-11-24 14:21:28,951 | INFO | Original learning rate: 0.012
+2025-11-24 14:21:28,953 | INFO | 🎯 Momentum Information:
+2025-11-24 14:21:28,954 | INFO |   Extracted vectors: 161
+2025-11-24 14:21:28,954 | INFO |   Has momentum state: True
+2025-11-24 14:21:36,445 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00000/00625 | lr 9.600e-03 | atrl 1.989e+00 | trl0 1.989e+00 | nm 9.957e+01 | nmx 3.623e-02 | 
+2025-11-24 14:21:40,186 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00001/00625 | lr 9.600e-03 | atrl 1.964e+00 | trl0 1.964e+00 | nm 9.957e+01 | nmx 7.039e-02 | 
+2025-11-24 14:21:43,925 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00002/00625 | lr 9.600e-03 | atrl 2.000e+00 | trl0 1.999e+00 | nm 9.957e+01 | nmx 1.029e-01 | 
+2025-11-24 14:21:47,664 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00003/00625 | lr 9.600e-03 | atrl 1.956e+00 | trl0 1.952e+00 | nm 9.957e+01 | nmx 1.334e-01 | 
+2025-11-24 14:21:51,404 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00004/00625 | lr 9.600e-03 | atrl 2.009e+00 | trl0 2.000e+00 | nm 9.956e+01 | nmx 1.616e-01 | 
+2025-11-24 14:21:55,142 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00005/00625 | lr 9.600e-03 | atrl 2.017e+00 | trl0 2.003e+00 | nm 9.956e+01 | nmx 1.874e-01 | 
+2025-11-24 14:21:58,879 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00006/00625 | lr 9.600e-03 | atrl 2.120e+00 | trl0 2.102e+00 | nm 9.956e+01 | nmx 2.108e-01 | 
+2025-11-24 14:22:02,618 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00007/00625 | lr 9.600e-03 | atrl 2.055e+00 | trl0 2.036e+00 | nm 9.956e+01 | nmx 2.322e-01 | 
+2025-11-24 14:22:06,355 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00008/00625 | lr 9.600e-03 | atrl 1.961e+00 | trl0 1.936e+00 | nm 9.956e+01 | nmx 2.514e-01 | 
+2025-11-24 14:22:10,092 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00009/00625 | lr 9.600e-03 | atrl 2.052e+00 | trl0 2.021e+00 | nm 9.956e+01 | nmx 2.684e-01 | 
+2025-11-24 14:22:13,830 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00010/00625 | lr 9.600e-03 | atrl 2.099e+00 | trl0 2.063e+00 | nm 9.956e+01 | nmx 2.834e-01 | 
+2025-11-24 14:22:17,569 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00011/00625 | lr 9.600e-03 | atrl 2.071e+00 | trl0 2.030e+00 | nm 9.956e+01 | nmx 2.965e-01 | 
+2025-11-24 14:22:21,308 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00012/00625 | lr 9.600e-03 | atrl 2.020e+00 | trl0 1.980e+00 | nm 9.956e+01 | nmx 3.078e-01 | 
+2025-11-24 14:22:25,047 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00013/00625 | lr 9.600e-03 | atrl 2.062e+00 | trl0 2.016e+00 | nm 9.956e+01 | nmx 3.174e-01 | 
+2025-11-24 14:22:28,785 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00014/00625 | lr 9.600e-03 | atrl 2.020e+00 | trl0 1.972e+00 | nm 9.956e+01 | nmx 3.254e-01 | 
+2025-11-24 14:22:32,523 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00015/00625 | lr 9.600e-03 | atrl 2.068e+00 | trl0 2.019e+00 | nm 9.956e+01 | nmx 3.321e-01 | 
+2025-11-24 14:22:36,262 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00016/00625 | lr 9.600e-03 | atrl 2.015e+00 | trl0 1.965e+00 | nm 9.956e+01 | nmx 3.375e-01 | 
+2025-11-24 14:22:40,002 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00017/00625 | lr 9.600e-03 | atrl 2.085e+00 | trl0 2.036e+00 | nm 9.956e+01 | nmx 3.420e-01 | 
+2025-11-24 14:22:43,740 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00018/00625 | lr 9.600e-03 | atrl 2.032e+00 | trl0 1.978e+00 | nm 9.956e+01 | nmx 3.454e-01 | 
+2025-11-24 14:22:47,488 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00019/00625 | lr 9.600e-03 | atrl 2.042e+00 | trl0 1.988e+00 | nm 9.956e+01 | nmx 3.480e-01 | 
+2025-11-24 14:22:51,228 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00020/00625 | lr 9.600e-03 | atrl 2.122e+00 | trl0 2.066e+00 | nm 9.956e+01 | nmx 3.499e-01 | 
+2025-11-24 14:22:54,965 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00021/00625 | lr 9.600e-03 | atrl 2.046e+00 | trl0 1.991e+00 | nm 9.956e+01 | nmx 3.512e-01 | 
+2025-11-24 14:22:58,727 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00022/00625 | lr 9.600e-03 | atrl 2.099e+00 | trl0 2.047e+00 | nm 9.956e+01 | nmx 3.520e-01 | 
+2025-11-24 14:23:02,466 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00023/00625 | lr 9.600e-03 | atrl 2.039e+00 | trl0 1.983e+00 | nm 9.956e+01 | nmx 3.525e-01 | 
+2025-11-24 14:23:06,206 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00024/00625 | lr 9.600e-03 | atrl 2.052e+00 | trl0 1.994e+00 | nm 9.956e+01 | nmx 3.525e-01 | 
+2025-11-24 14:23:09,944 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00025/00625 | lr 9.600e-03 | atrl 2.020e+00 | trl0 1.962e+00 | nm 9.956e+01 | nmx 3.523e-01 | 
+2025-11-24 14:23:13,683 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00026/00625 | lr 9.600e-03 | atrl 2.037e+00 | trl0 1.981e+00 | nm 9.956e+01 | nmx 3.520e-01 | 
+2025-11-24 14:23:17,421 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00027/00625 | lr 9.600e-03 | atrl 2.049e+00 | trl0 1.994e+00 | nm 9.956e+01 | nmx 3.516e-01 | 
+2025-11-24 14:23:21,160 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00028/00625 | lr 9.600e-03 | atrl 2.060e+00 | trl0 2.003e+00 | nm 9.956e+01 | nmx 3.512e-01 | 
+2025-11-24 14:23:24,900 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 077/100 | step 00029/00625 | lr 9.600e-03 | atrl 2.057e+00 | trl0 2.001e+00 | nm 9.956e+01 | nmx 3.507e-01 | 
+2025-11-24 14:23:25,397 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 14:23:25,398 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 14:23:25,398 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 14:23:25,398 | INFO | Starting EoS for checkpoint 76
+2025-11-24 14:23:25,398 | INFO | Starting EoS for model resnet50
+2025-11-24 14:23:25,778 | INFO | Model state successfully loaded
+2025-11-24 14:23:26,051 | INFO | Wrapped model with DDP
+2025-11-24 14:23:26,053 | INFO | Current learning rate: 0.0072
+2025-11-24 14:23:26,053 | INFO | Original learning rate: 0.012
+2025-11-24 14:23:26,056 | INFO | 🎯 Momentum Information:
+2025-11-24 14:23:26,057 | INFO |   Extracted vectors: 161
+2025-11-24 14:23:26,057 | INFO |   Has momentum state: True
+2025-11-24 14:23:33,455 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00000/00625 | lr 7.200e-03 | atrl 1.989e+00 | trl0 1.989e+00 | nm 9.957e+01 | nmx 2.718e-02 | 
+2025-11-24 14:23:37,195 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00001/00625 | lr 7.200e-03 | atrl 1.964e+00 | trl0 1.964e+00 | nm 9.957e+01 | nmx 5.288e-02 | 
+2025-11-24 14:23:40,932 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00002/00625 | lr 7.200e-03 | atrl 1.999e+00 | trl0 1.999e+00 | nm 9.957e+01 | nmx 7.750e-02 | 
+2025-11-24 14:23:44,670 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00003/00625 | lr 7.200e-03 | atrl 1.954e+00 | trl0 1.952e+00 | nm 9.957e+01 | nmx 1.009e-01 | 
+2025-11-24 14:23:48,407 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00004/00625 | lr 7.200e-03 | atrl 2.004e+00 | trl0 2.000e+00 | nm 9.957e+01 | nmx 1.227e-01 | 
+2025-11-24 14:23:52,146 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00005/00625 | lr 7.200e-03 | atrl 2.011e+00 | trl0 2.003e+00 | nm 9.957e+01 | nmx 1.430e-01 | 
+2025-11-24 14:23:55,883 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00006/00625 | lr 7.200e-03 | atrl 2.111e+00 | trl0 2.102e+00 | nm 9.956e+01 | nmx 1.618e-01 | 
+2025-11-24 14:23:59,620 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00007/00625 | lr 7.200e-03 | atrl 2.045e+00 | trl0 2.036e+00 | nm 9.956e+01 | nmx 1.793e-01 | 
+2025-11-24 14:24:03,358 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00008/00625 | lr 7.200e-03 | atrl 1.949e+00 | trl0 1.936e+00 | nm 9.956e+01 | nmx 1.954e-01 | 
+2025-11-24 14:24:07,096 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00009/00625 | lr 7.200e-03 | atrl 2.039e+00 | trl0 2.021e+00 | nm 9.956e+01 | nmx 2.100e-01 | 
+2025-11-24 14:24:10,834 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00010/00625 | lr 7.200e-03 | atrl 2.084e+00 | trl0 2.063e+00 | nm 9.956e+01 | nmx 2.233e-01 | 
+2025-11-24 14:24:14,571 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00011/00625 | lr 7.200e-03 | atrl 2.054e+00 | trl0 2.030e+00 | nm 9.956e+01 | nmx 2.352e-01 | 
+2025-11-24 14:24:18,310 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00012/00625 | lr 7.200e-03 | atrl 2.003e+00 | trl0 1.980e+00 | nm 9.956e+01 | nmx 2.459e-01 | 
+2025-11-24 14:24:22,050 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 077/100 | step 00013/00625 | lr 7.200e-03 | atrl 2.044e+00 | trl0 2.016e+00 | nm 9.956e+01 | nmx 2.554e-01 | 
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stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-8/train.jsonl

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stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-8/train.log

@@ -0,0 +1,202 @@
+2025-11-24 11:55:21,558 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 11:55:24,023 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 11:55:24,023 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 11:55:24,023 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 11:55:24,023 | INFO | Starting EoS for checkpoint 8
+2025-11-24 11:55:24,023 | INFO | Starting EoS for model resnet50
+2025-11-24 11:55:24,467 | INFO | Model state successfully loaded
+2025-11-24 11:55:25,696 | INFO | Wrapped model with DDP
+2025-11-24 11:55:25,698 | INFO | Current learning rate: 1.5121679999999995
+2025-11-24 11:55:25,698 | INFO | Original learning rate: 1.0801199999999997
+2025-11-24 11:55:25,722 | INFO | 🎯 Momentum Information:
+2025-11-24 11:55:25,722 | INFO |   Extracted vectors: 161
+2025-11-24 11:55:25,722 | INFO |   Has momentum state: True
+2025-11-24 11:55:34,365 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00000/00625 | lr 1.512e+00 | atrl 3.520e+00 | trl0 3.520e+00 | nm 1.354e+02 | nmx 2.077e+00 | 
+2025-11-24 11:55:38,163 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00001/00625 | lr 1.512e+00 | atrl 5.736e+00 | trl0 3.513e+00 | nm 1.353e+02 | nmx 1.492e+00 | 
+2025-11-24 11:55:41,907 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00002/00625 | lr 1.512e+00 | atrl 5.810e+00 | trl0 3.534e+00 | nm 1.354e+02 | nmx 4.683e+00 | 
+2025-11-24 11:55:45,646 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00003/00625 | lr 1.512e+00 | atrl 4.564e+01 | trl0 3.539e+00 | nm 1.371e+02 | nmx 2.190e+01 | 
+2025-11-24 11:55:49,387 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00004/00625 | lr 1.512e+00 | atrl 1.089e+03 | trl0 3.584e+00 | nm 1.769e+02 | nmx 1.137e+02 | 
+2025-11-24 11:55:53,129 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00005/00625 | lr 1.512e+00 | atrl 3.163e+04 | trl0 3.556e+00 | nm 6.662e+02 | nmx 6.524e+02 | 
+2025-11-24 11:55:56,870 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00006/00625 | lr 1.512e+00 | atrl 9.648e+05 | trl0 3.578e+00 | nm 3.382e+03 | nmx 3.379e+03 | 
+2025-11-24 11:56:00,612 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00007/00625 | lr 1.512e+00 | atrl 2.492e+07 | trl0 3.518e+00 | nm 1.664e+04 | nmx 1.664e+04 | 
+2025-11-24 11:56:04,355 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00008/00625 | lr 1.512e+00 | atrl 6.468e+08 | trl0 3.495e+00 | nm 8.981e+04 | nmx 8.981e+04 | 
+2025-11-24 11:56:08,096 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00009/00625 | lr 1.512e+00 | atrl 1.775e+10 | trl0 3.558e+00 | nm 4.500e+05 | nmx 4.500e+05 | 
+2025-11-24 11:56:11,846 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00010/00625 | lr 1.512e+00 | atrl 4.668e+11 | trl0 3.505e+00 | nm 2.405e+06 | nmx 2.405e+06 | 
+2025-11-24 11:56:15,589 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00011/00625 | lr 1.512e+00 | atrl 1.308e+13 | trl0 3.456e+00 | nm 1.245e+07 | nmx 1.245e+07 | 
+2025-11-24 11:56:19,329 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00012/00625 | lr 1.512e+00 | atrl 3.485e+14 | trl0 3.528e+00 | nm 6.385e+07 | nmx 6.385e+07 | 
+2025-11-24 11:56:23,073 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00013/00625 | lr 1.512e+00 | atrl 9.239e+15 | trl0 3.535e+00 | nm 3.296e+08 | nmx 3.296e+08 | 
+2025-11-24 11:56:26,819 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00014/00625 | lr 1.512e+00 | atrl 2.472e+17 | trl0 3.443e+00 | nm 1.715e+09 | nmx 1.715e+09 | 
+2025-11-24 11:56:30,563 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00015/00625 | lr 1.512e+00 | atrl 6.305e+18 | trl0 3.516e+00 | nm 8.249e+09 | nmx 8.249e+09 | 
+2025-11-24 11:56:34,305 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00016/00625 | lr 1.512e+00 | atrl 1.593e+20 | trl0 3.473e+00 | nm 4.481e+10 | nmx 4.481e+10 | 
+2025-11-24 11:56:38,046 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00017/00625 | lr 1.512e+00 | atrl 4.661e+21 | trl0 3.494e+00 | nm 2.398e+11 | nmx 2.398e+11 | 
+2025-11-24 11:56:41,793 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00018/00625 | lr 1.512e+00 | atrl 1.255e+23 | trl0 3.554e+00 | nm 1.182e+12 | nmx 1.182e+12 | 
+2025-11-24 11:56:45,536 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00019/00625 | lr 1.512e+00 | atrl 3.329e+24 | trl0 3.485e+00 | nm 6.564e+12 | nmx 6.564e+12 | 
+2025-11-24 11:56:49,277 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00020/00625 | lr 1.512e+00 | atrl 1.023e+26 | trl0 3.445e+00 | nm 3.620e+13 | nmx 3.620e+13 | 
+2025-11-24 11:56:53,017 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00021/00625 | lr 1.512e+00 | atrl 2.903e+27 | trl0 3.535e+00 | nm 1.826e+14 | nmx 1.826e+14 | 
+2025-11-24 11:56:56,758 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00022/00625 | lr 1.512e+00 | atrl 7.373e+28 | trl0 3.472e+00 | nm 9.191e+14 | nmx 9.191e+14 | 
+2025-11-24 11:57:00,499 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 009/100 | step 00023/00625 | lr 1.512e+00 | atrl 1.830e+30 | trl0 3.624e+00 | nm 4.510e+15 | nmx 4.510e+15 | 
+2025-11-24 11:57:00,819 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 11:57:00,820 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 11:57:00,820 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 11:57:00,820 | INFO | Starting EoS for checkpoint 8
+2025-11-24 11:57:00,820 | INFO | Starting EoS for model resnet50
+2025-11-24 11:57:01,205 | INFO | Model state successfully loaded
+2025-11-24 11:57:01,480 | INFO | Wrapped model with DDP
+2025-11-24 11:57:01,483 | INFO | Current learning rate: 1.2961439999999997
+2025-11-24 11:57:01,483 | INFO | Original learning rate: 1.0801199999999997
+2025-11-24 11:57:01,500 | INFO | 🎯 Momentum Information:
+2025-11-24 11:57:01,500 | INFO |   Extracted vectors: 161
+2025-11-24 11:57:01,500 | INFO |   Has momentum state: True
+2025-11-24 11:57:09,362 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00000/00625 | lr 1.296e+00 | atrl 3.520e+00 | trl0 3.520e+00 | nm 1.354e+02 | nmx 1.780e+00 | 
+2025-11-24 11:57:13,104 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00001/00625 | lr 1.296e+00 | atrl 5.124e+00 | trl0 3.513e+00 | nm 1.353e+02 | nmx 1.415e+00 | 
+2025-11-24 11:57:16,845 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00002/00625 | lr 1.296e+00 | atrl 4.938e+00 | trl0 3.534e+00 | nm 1.354e+02 | nmx 2.602e+00 | 
+2025-11-24 11:57:20,589 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00003/00625 | lr 1.296e+00 | atrl 1.456e+01 | trl0 3.539e+00 | nm 1.356e+02 | nmx 8.783e+00 | 
+2025-11-24 11:57:24,332 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00004/00625 | lr 1.296e+00 | atrl 1.729e+02 | trl0 3.584e+00 | nm 1.400e+02 | nmx 3.565e+01 | 
+2025-11-24 11:57:28,071 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00005/00625 | lr 1.296e+00 | atrl 3.073e+03 | trl0 3.556e+00 | nm 2.116e+02 | nmx 1.628e+02 | 
+2025-11-24 11:57:31,813 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00006/00625 | lr 1.296e+00 | atrl 5.964e+04 | trl0 3.578e+00 | nm 6.832e+02 | nmx 6.695e+02 | 
+2025-11-24 11:57:35,553 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00007/00625 | lr 1.296e+00 | atrl 9.687e+05 | trl0 3.518e+00 | nm 2.602e+03 | nmx 2.599e+03 | 
+2025-11-24 11:57:39,296 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00008/00625 | lr 1.296e+00 | atrl 1.560e+07 | trl0 3.495e+00 | nm 1.111e+04 | nmx 1.111e+04 | 
+2025-11-24 11:57:43,039 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00009/00625 | lr 1.296e+00 | atrl 2.691e+08 | trl0 3.558e+00 | nm 4.400e+04 | nmx 4.400e+04 | 
+2025-11-24 11:57:46,789 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00010/00625 | lr 1.296e+00 | atrl 4.406e+09 | trl0 3.505e+00 | nm 1.860e+05 | nmx 1.860e+05 | 
+2025-11-24 11:57:50,532 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00011/00625 | lr 1.296e+00 | atrl 7.753e+10 | trl0 3.456e+00 | nm 7.628e+05 | nmx 7.628e+05 | 
+2025-11-24 11:57:54,280 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00012/00625 | lr 1.296e+00 | atrl 1.295e+12 | trl0 3.528e+00 | nm 3.091e+06 | nmx 3.091e+06 | 
+2025-11-24 11:57:58,032 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00013/00625 | lr 1.296e+00 | atrl 2.144e+13 | trl0 3.535e+00 | nm 1.261e+07 | nmx 1.261e+07 | 
+2025-11-24 11:58:01,778 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00014/00625 | lr 1.296e+00 | atrl 3.587e+14 | trl0 3.443e+00 | nm 5.195e+07 | nmx 5.195e+07 | 
+2025-11-24 11:58:05,523 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00015/00625 | lr 1.296e+00 | atrl 5.730e+15 | trl0 3.516e+00 | nm 1.967e+08 | nmx 1.967e+08 | 
+2025-11-24 11:58:09,270 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00016/00625 | lr 1.296e+00 | atrl 8.940e+16 | trl0 3.473e+00 | nm 8.456e+08 | nmx 8.456e+08 | 
+2025-11-24 11:58:13,013 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00017/00625 | lr 1.296e+00 | atrl 1.644e+18 | trl0 3.494e+00 | nm 3.593e+09 | nmx 3.593e+09 | 
+2025-11-24 11:58:16,758 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00018/00625 | lr 1.296e+00 | atrl 2.791e+19 | trl0 3.554e+00 | nm 1.397e+10 | nmx 1.397e+10 | 
+2025-11-24 11:58:20,501 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00019/00625 | lr 1.296e+00 | atrl 4.597e+20 | trl0 3.485e+00 | nm 6.158e+10 | nmx 6.158e+10 | 
+2025-11-24 11:58:24,248 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00020/00625 | lr 1.296e+00 | atrl 8.922e+21 | trl0 3.445e+00 | nm 2.705e+11 | nmx 2.705e+11 | 
+2025-11-24 11:58:27,991 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00021/00625 | lr 1.296e+00 | atrl 1.606e+23 | trl0 3.535e+00 | nm 1.079e+12 | nmx 1.079e+12 | 
+2025-11-24 11:58:31,735 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00022/00625 | lr 1.296e+00 | atrl 2.548e+24 | trl0 3.472e+00 | nm 4.287e+12 | nmx 4.287e+12 | 
+2025-11-24 11:58:35,478 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00023/00625 | lr 1.296e+00 | atrl 3.937e+25 | trl0 3.624e+00 | nm 1.657e+13 | nmx 1.657e+13 | 
+2025-11-24 11:58:39,222 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00024/00625 | lr 1.296e+00 | atrl 6.118e+26 | trl0 3.434e+00 | nm 6.808e+13 | nmx 6.808e+13 | 
+2025-11-24 11:58:42,966 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00025/00625 | lr 1.296e+00 | atrl 1.029e+28 | trl0 3.587e+00 | nm 2.763e+14 | nmx 2.763e+14 | 
+2025-11-24 11:58:46,709 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 009/100 | step 00026/00625 | lr 1.296e+00 | atrl 1.757e+29 | trl0 3.528e+00 | nm 1.181e+15 | nmx 1.181e+15 | 
+2025-11-24 11:58:47,240 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 11:58:47,241 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 11:58:47,241 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 11:58:47,241 | INFO | Starting EoS for checkpoint 8
+2025-11-24 11:58:47,241 | INFO | Starting EoS for model resnet50
+2025-11-24 11:58:47,634 | INFO | Model state successfully loaded
+2025-11-24 11:58:47,848 | INFO | Wrapped model with DDP
+2025-11-24 11:58:47,852 | INFO | Current learning rate: 1.0801199999999997
+2025-11-24 11:58:47,852 | INFO | Original learning rate: 1.0801199999999997
+2025-11-24 11:58:47,855 | INFO | 🎯 Momentum Information:
+2025-11-24 11:58:47,855 | INFO |   Extracted vectors: 161
+2025-11-24 11:58:47,855 | INFO |   Has momentum state: True
+2025-11-24 11:58:55,403 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00000/00625 | lr 1.080e+00 | atrl 3.520e+00 | trl0 3.520e+00 | nm 1.354e+02 | nmx 1.483e+00 | 
+2025-11-24 11:58:59,148 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00001/00625 | lr 1.080e+00 | atrl 4.610e+00 | trl0 3.513e+00 | nm 1.353e+02 | nmx 1.393e+00 | 
+2025-11-24 11:59:02,891 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00002/00625 | lr 1.080e+00 | atrl 4.556e+00 | trl0 3.534e+00 | nm 1.353e+02 | nmx 1.368e+00 | 
+2025-11-24 11:59:06,636 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00003/00625 | lr 1.080e+00 | atrl 5.529e+00 | trl0 3.539e+00 | nm 1.354e+02 | nmx 2.874e+00 | 
+2025-11-24 11:59:10,379 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00004/00625 | lr 1.080e+00 | atrl 1.800e+01 | trl0 3.584e+00 | nm 1.356e+02 | nmx 7.493e+00 | 
+2025-11-24 11:59:14,123 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00005/00625 | lr 1.080e+00 | atrl 1.318e+02 | trl0 3.556e+00 | nm 1.376e+02 | nmx 2.472e+01 | 
+2025-11-24 11:59:17,866 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00006/00625 | lr 1.080e+00 | atrl 1.357e+03 | trl0 3.578e+00 | nm 1.547e+02 | nmx 7.469e+01 | 
+2025-11-24 11:59:21,610 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00007/00625 | lr 1.080e+00 | atrl 1.178e+04 | trl0 3.518e+00 | nm 2.493e+02 | nmx 2.095e+02 | 
+2025-11-24 11:59:25,353 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00008/00625 | lr 1.080e+00 | atrl 9.872e+04 | trl0 3.495e+00 | nm 6.655e+02 | nmx 6.515e+02 | 
+2025-11-24 11:59:29,096 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00009/00625 | lr 1.080e+00 | atrl 9.051e+05 | trl0 3.558e+00 | nm 1.880e+03 | nmx 1.875e+03 | 
+2025-11-24 11:59:32,841 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00010/00625 | lr 1.080e+00 | atrl 7.769e+06 | trl0 3.505e+00 | nm 5.757e+03 | nmx 5.755e+03 | 
+2025-11-24 11:59:36,584 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00011/00625 | lr 1.080e+00 | atrl 7.258e+07 | trl0 3.456e+00 | nm 1.721e+04 | nmx 1.721e+04 | 
+2025-11-24 11:59:40,326 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00012/00625 | lr 1.080e+00 | atrl 6.428e+08 | trl0 3.528e+00 | nm 5.057e+04 | nmx 5.057e+04 | 
+2025-11-24 11:59:44,070 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00013/00625 | lr 1.080e+00 | atrl 5.601e+09 | trl0 3.535e+00 | nm 1.497e+05 | nmx 1.497e+05 | 
+2025-11-24 11:59:47,814 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00014/00625 | lr 1.080e+00 | atrl 4.940e+10 | trl0 3.443e+00 | nm 4.488e+05 | nmx 4.488e+05 | 
+2025-11-24 11:59:51,558 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00015/00625 | lr 1.080e+00 | atrl 4.179e+11 | trl0 3.516e+00 | nm 1.225e+06 | nmx 1.225e+06 | 
+2025-11-24 11:59:55,301 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00016/00625 | lr 1.080e+00 | atrl 3.362e+12 | trl0 3.473e+00 | nm 3.821e+06 | nmx 3.821e+06 | 
+2025-11-24 11:59:59,044 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00017/00625 | lr 1.080e+00 | atrl 3.282e+13 | trl0 3.494e+00 | nm 1.188e+07 | nmx 1.188e+07 | 
+2025-11-24 12:00:02,788 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00018/00625 | lr 1.080e+00 | atrl 2.987e+14 | trl0 3.554e+00 | nm 3.346e+07 | nmx 3.346e+07 | 
+2025-11-24 12:00:06,531 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00019/00625 | lr 1.080e+00 | atrl 2.568e+15 | trl0 3.485e+00 | nm 1.077e+08 | nmx 1.077e+08 | 
+2025-11-24 12:00:10,274 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00020/00625 | lr 1.080e+00 | atrl 2.675e+16 | trl0 3.445e+00 | nm 3.485e+08 | nmx 3.485e+08 | 
+2025-11-24 12:00:14,019 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00021/00625 | lr 1.080e+00 | atrl 2.615e+17 | trl0 3.535e+00 | nm 1.014e+09 | nmx 1.014e+09 | 
+2025-11-24 12:00:17,763 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00022/00625 | lr 1.080e+00 | atrl 2.194e+18 | trl0 3.472e+00 | nm 2.914e+09 | nmx 2.914e+09 | 
+2025-11-24 12:00:21,507 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00023/00625 | lr 1.080e+00 | atrl 1.773e+19 | trl0 3.624e+00 | nm 8.119e+09 | nmx 8.119e+09 | 
+2025-11-24 12:00:25,252 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00024/00625 | lr 1.080e+00 | atrl 1.425e+20 | trl0 3.434e+00 | nm 2.413e+10 | nmx 2.413e+10 | 
+2025-11-24 12:00:28,996 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00025/00625 | lr 1.080e+00 | atrl 1.258e+21 | trl0 3.587e+00 | nm 7.101e+10 | nmx 7.101e+10 | 
+2025-11-24 12:00:32,739 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00026/00625 | lr 1.080e+00 | atrl 1.131e+22 | trl0 3.528e+00 | nm 2.217e+11 | nmx 2.217e+11 | 
+2025-11-24 12:00:36,483 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00027/00625 | lr 1.080e+00 | atrl 9.922e+22 | trl0 3.480e+00 | nm 5.859e+11 | nmx 5.859e+11 | 
+2025-11-24 12:00:40,225 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00028/00625 | lr 1.080e+00 | atrl 7.541e+23 | trl0 3.544e+00 | nm 1.783e+12 | nmx 1.783e+12 | 
+2025-11-24 12:00:43,968 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 009/100 | step 00029/00625 | lr 1.080e+00 | atrl 7.506e+24 | trl0 3.532e+00 | nm 6.046e+12 | nmx 6.046e+12 | 
+2025-11-24 12:00:44,482 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:00:44,482 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 12:00:44,483 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 12:00:44,483 | INFO | Starting EoS for checkpoint 8
+2025-11-24 12:00:44,483 | INFO | Starting EoS for model resnet50
+2025-11-24 12:00:44,878 | INFO | Model state successfully loaded
+2025-11-24 12:00:45,086 | INFO | Wrapped model with DDP
+2025-11-24 12:00:45,088 | INFO | Current learning rate: 0.8640959999999998
+2025-11-24 12:00:45,088 | INFO | Original learning rate: 1.0801199999999997
+2025-11-24 12:00:45,092 | INFO | 🎯 Momentum Information:
+2025-11-24 12:00:45,092 | INFO |   Extracted vectors: 161
+2025-11-24 12:00:45,092 | INFO |   Has momentum state: True
+2025-11-24 12:00:52,575 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00000/00625 | lr 8.641e-01 | atrl 3.520e+00 | trl0 3.520e+00 | nm 1.354e+02 | nmx 1.187e+00 | 
+2025-11-24 12:00:56,317 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00001/00625 | lr 8.641e-01 | atrl 4.194e+00 | trl0 3.513e+00 | nm 1.354e+02 | nmx 1.335e+00 | 
+2025-11-24 12:01:00,059 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00002/00625 | lr 8.641e-01 | atrl 4.358e+00 | trl0 3.534e+00 | nm 1.353e+02 | nmx 9.088e-01 | 
+2025-11-24 12:01:03,802 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00003/00625 | lr 8.641e-01 | atrl 3.882e+00 | trl0 3.539e+00 | nm 1.353e+02 | nmx 1.228e+00 | 
+2025-11-24 12:01:07,544 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00004/00625 | lr 8.641e-01 | atrl 4.432e+00 | trl0 3.584e+00 | nm 1.353e+02 | nmx 1.418e+00 | 
+2025-11-24 12:01:11,287 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00005/00625 | lr 8.641e-01 | atrl 4.852e+00 | trl0 3.556e+00 | nm 1.354e+02 | nmx 1.335e+00 | 
+2025-11-24 12:01:15,029 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00006/00625 | lr 8.641e-01 | atrl 5.698e+00 | trl0 3.578e+00 | nm 1.354e+02 | nmx 2.070e+00 | 
+2025-11-24 12:01:18,770 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00007/00625 | lr 8.641e-01 | atrl 9.239e+00 | trl0 3.518e+00 | nm 1.354e+02 | nmx 2.914e+00 | 
+2025-11-24 12:01:22,514 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00008/00625 | lr 8.641e-01 | atrl 1.800e+01 | trl0 3.495e+00 | nm 1.354e+02 | nmx 4.870e+00 | 
+2025-11-24 12:01:26,257 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00009/00625 | lr 8.641e-01 | atrl 4.610e+01 | trl0 3.558e+00 | nm 1.356e+02 | nmx 7.861e+00 | 
+2025-11-24 12:01:29,998 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00010/00625 | lr 8.641e-01 | atrl 1.227e+02 | trl0 3.505e+00 | nm 1.361e+02 | nmx 1.389e+01 | 
+2025-11-24 12:01:33,741 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00011/00625 | lr 8.641e-01 | atrl 3.752e+02 | trl0 3.456e+00 | nm 1.374e+02 | nmx 2.392e+01 | 
+2025-11-24 12:01:37,484 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00012/00625 | lr 8.641e-01 | atrl 1.116e+03 | trl0 3.528e+00 | nm 1.414e+02 | nmx 4.061e+01 | 
+2025-11-24 12:01:41,228 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00013/00625 | lr 8.641e-01 | atrl 3.203e+03 | trl0 3.535e+00 | nm 1.517e+02 | nmx 6.860e+01 | 
+2025-11-24 12:01:44,970 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00014/00625 | lr 8.641e-01 | atrl 9.304e+03 | trl0 3.443e+00 | nm 1.804e+02 | nmx 1.191e+02 | 
+2025-11-24 12:01:48,712 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00015/00625 | lr 8.641e-01 | atrl 2.642e+04 | trl0 3.516e+00 | nm 2.290e+02 | nmx 1.850e+02 | 
+2025-11-24 12:01:52,458 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00016/00625 | lr 8.641e-01 | atrl 6.630e+04 | trl0 3.473e+00 | nm 3.527e+02 | nmx 3.255e+02 | 
+2025-11-24 12:01:56,201 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00017/00625 | lr 8.641e-01 | atrl 2.115e+05 | trl0 3.494e+00 | nm 6.052e+02 | nmx 5.900e+02 | 
+2025-11-24 12:01:59,943 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00018/00625 | lr 8.641e-01 | atrl 6.684e+05 | trl0 3.554e+00 | nm 9.749e+02 | nmx 9.652e+02 | 
+2025-11-24 12:02:03,687 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00019/00625 | lr 8.641e-01 | atrl 1.883e+06 | trl0 3.485e+00 | nm 1.801e+03 | nmx 1.796e+03 | 
+2025-11-24 12:02:07,429 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00020/00625 | lr 8.641e-01 | atrl 6.761e+06 | trl0 3.445e+00 | nm 3.497e+03 | nmx 3.494e+03 | 
+2025-11-24 12:02:11,171 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00021/00625 | lr 8.641e-01 | atrl 2.425e+07 | trl0 3.535e+00 | nm 6.074e+03 | nmx 6.073e+03 | 
+2025-11-24 12:02:14,913 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00022/00625 | lr 8.641e-01 | atrl 7.070e+07 | trl0 3.472e+00 | nm 1.007e+04 | nmx 1.007e+04 | 
+2025-11-24 12:02:18,658 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00023/00625 | lr 8.641e-01 | atrl 1.876e+08 | trl0 3.624e+00 | nm 1.592e+04 | nmx 1.592e+04 | 
+2025-11-24 12:02:22,400 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00024/00625 | lr 8.641e-01 | atrl 4.716e+08 | trl0 3.434e+00 | nm 2.649e+04 | nmx 2.649e+04 | 
+2025-11-24 12:02:26,141 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00025/00625 | lr 8.641e-01 | atrl 1.319e+09 | trl0 3.587e+00 | nm 4.419e+04 | nmx 4.419e+04 | 
+2025-11-24 12:02:29,885 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00026/00625 | lr 8.641e-01 | atrl 3.858e+09 | trl0 3.528e+00 | nm 7.981e+04 | nmx 7.981e+04 | 
+2025-11-24 12:02:33,626 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00027/00625 | lr 8.641e-01 | atrl 1.151e+10 | trl0 3.480e+00 | nm 1.203e+05 | nmx 1.203e+05 | 
+2025-11-24 12:02:37,369 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00028/00625 | lr 8.641e-01 | atrl 2.703e+10 | trl0 3.544e+00 | nm 2.022e+05 | nmx 2.022e+05 | 
+2025-11-24 12:02:41,111 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 009/100 | step 00029/00625 | lr 8.641e-01 | atrl 8.404e+10 | trl0 3.532e+00 | nm 4.019e+05 | nmx 4.019e+05 | 
+2025-11-24 12:02:41,647 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 12:02:41,648 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 12:02:41,648 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 12:02:41,648 | INFO | Starting EoS for checkpoint 8
+2025-11-24 12:02:41,648 | INFO | Starting EoS for model resnet50
+2025-11-24 12:02:42,030 | INFO | Model state successfully loaded
+2025-11-24 12:02:42,251 | INFO | Wrapped model with DDP
+2025-11-24 12:02:42,254 | INFO | Current learning rate: 0.6480719999999999
+2025-11-24 12:02:42,254 | INFO | Original learning rate: 1.0801199999999997
+2025-11-24 12:02:42,257 | INFO | 🎯 Momentum Information:
+2025-11-24 12:02:42,257 | INFO |   Extracted vectors: 161
+2025-11-24 12:02:42,257 | INFO |   Has momentum state: True
+2025-11-24 12:02:49,788 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00000/00625 | lr 6.481e-01 | atrl 3.520e+00 | trl0 3.520e+00 | nm 1.354e+02 | nmx 8.901e-01 | 
+2025-11-24 12:02:53,532 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00001/00625 | lr 6.481e-01 | atrl 3.876e+00 | trl0 3.513e+00 | nm 1.354e+02 | nmx 1.189e+00 | 
+2025-11-24 12:02:57,275 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00002/00625 | lr 6.481e-01 | atrl 4.158e+00 | trl0 3.534e+00 | nm 1.353e+02 | nmx 9.253e-01 | 
+2025-11-24 12:03:01,018 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00003/00625 | lr 6.481e-01 | atrl 3.860e+00 | trl0 3.539e+00 | nm 1.353e+02 | nmx 8.406e-01 | 
+2025-11-24 12:03:04,761 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00004/00625 | lr 6.481e-01 | atrl 3.860e+00 | trl0 3.584e+00 | nm 1.353e+02 | nmx 1.104e+00 | 
+2025-11-24 12:03:08,503 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00005/00625 | lr 6.481e-01 | atrl 4.141e+00 | trl0 3.556e+00 | nm 1.353e+02 | nmx 1.100e+00 | 
+2025-11-24 12:03:12,247 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00006/00625 | lr 6.481e-01 | atrl 4.160e+00 | trl0 3.578e+00 | nm 1.354e+02 | nmx 9.174e-01 | 
+2025-11-24 12:03:15,988 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00007/00625 | lr 6.481e-01 | atrl 3.898e+00 | trl0 3.518e+00 | nm 1.354e+02 | nmx 1.005e+00 | 
+2025-11-24 12:03:19,732 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00008/00625 | lr 6.481e-01 | atrl 3.962e+00 | trl0 3.495e+00 | nm 1.354e+02 | nmx 1.148e+00 | 
+2025-11-24 12:03:23,479 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00009/00625 | lr 6.481e-01 | atrl 4.170e+00 | trl0 3.558e+00 | nm 1.353e+02 | nmx 1.097e+00 | 
+2025-11-24 12:03:27,221 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00010/00625 | lr 6.481e-01 | atrl 4.055e+00 | trl0 3.505e+00 | nm 1.353e+02 | nmx 1.021e+00 | 
+2025-11-24 12:03:30,964 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00011/00625 | lr 6.481e-01 | atrl 3.954e+00 | trl0 3.456e+00 | nm 1.353e+02 | nmx 1.095e+00 | 
+2025-11-24 12:03:34,708 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00012/00625 | lr 6.481e-01 | atrl 4.083e+00 | trl0 3.528e+00 | nm 1.353e+02 | nmx 1.172e+00 | 
+2025-11-24 12:03:38,452 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00013/00625 | lr 6.481e-01 | atrl 4.176e+00 | trl0 3.535e+00 | nm 1.354e+02 | nmx 1.102e+00 | 
+2025-11-24 12:03:42,195 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00014/00625 | lr 6.481e-01 | atrl 4.032e+00 | trl0 3.443e+00 | nm 1.354e+02 | nmx 1.059e+00 | 
+2025-11-24 12:03:45,937 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00015/00625 | lr 6.481e-01 | atrl 4.054e+00 | trl0 3.516e+00 | nm 1.353e+02 | nmx 1.144e+00 | 
+2025-11-24 12:03:49,679 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00016/00625 | lr 6.481e-01 | atrl 4.124e+00 | trl0 3.473e+00 | nm 1.353e+02 | nmx 1.176e+00 | 
+2025-11-24 12:03:53,424 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00017/00625 | lr 6.481e-01 | atrl 4.152e+00 | trl0 3.494e+00 | nm 1.353e+02 | nmx 1.128e+00 | 
+2025-11-24 12:03:57,167 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00018/00625 | lr 6.481e-01 | atrl 4.165e+00 | trl0 3.554e+00 | nm 1.353e+02 | nmx 1.133e+00 | 
+2025-11-24 12:04:00,909 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00019/00625 | lr 6.481e-01 | atrl 4.097e+00 | trl0 3.485e+00 | nm 1.353e+02 | nmx 1.170e+00 | 
+2025-11-24 12:04:04,651 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00020/00625 | lr 6.481e-01 | atrl 4.120e+00 | trl0 3.445e+00 | nm 1.353e+02 | nmx 1.149e+00 | 
+2025-11-24 12:04:08,396 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00021/00625 | lr 6.481e-01 | atrl 4.180e+00 | trl0 3.535e+00 | nm 1.354e+02 | nmx 1.135e+00 | 
+2025-11-24 12:04:12,140 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00022/00625 | lr 6.481e-01 | atrl 4.097e+00 | trl0 3.472e+00 | nm 1.354e+02 | nmx 1.146e+00 | 
+2025-11-24 12:04:15,883 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00023/00625 | lr 6.481e-01 | atrl 4.265e+00 | trl0 3.624e+00 | nm 1.353e+02 | nmx 1.182e+00 | 
+2025-11-24 12:04:19,626 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00024/00625 | lr 6.481e-01 | atrl 4.138e+00 | trl0 3.434e+00 | nm 1.353e+02 | nmx 1.174e+00 | 
+2025-11-24 12:04:23,369 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00025/00625 | lr 6.481e-01 | atrl 4.293e+00 | trl0 3.587e+00 | nm 1.353e+02 | nmx 1.155e+00 | 
+2025-11-24 12:04:27,112 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00026/00625 | lr 6.481e-01 | atrl 4.196e+00 | trl0 3.528e+00 | nm 1.353e+02 | nmx 1.195e+00 | 
+2025-11-24 12:04:30,853 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00027/00625 | lr 6.481e-01 | atrl 4.201e+00 | trl0 3.480e+00 | nm 1.353e+02 | nmx 1.172e+00 | 
+2025-11-24 12:04:34,594 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00028/00625 | lr 6.481e-01 | atrl 4.204e+00 | trl0 3.544e+00 | nm 1.353e+02 | nmx 1.154e+00 | 
+2025-11-24 12:04:38,335 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 009/100 | step 00029/00625 | lr 6.481e-01 | atrl 4.202e+00 | trl0 3.532e+00 | nm 1.354e+02 | nmx 1.171e+00 | 

stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-80/train.log

@@ -0,0 +1,211 @@
+2025-11-24 14:25:35,019 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 14:25:37,204 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 14:25:37,204 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 14:25:37,204 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 14:25:37,204 | INFO | Starting EoS for checkpoint 80
+2025-11-24 14:25:37,204 | INFO | Starting EoS for model resnet50
+2025-11-24 14:25:37,620 | INFO | Model state successfully loaded
+2025-11-24 14:25:39,093 | INFO | Wrapped model with DDP
+2025-11-24 14:25:39,096 | INFO | Current learning rate: 0.0168
+2025-11-24 14:25:39,096 | INFO | Original learning rate: 0.012
+2025-11-24 14:25:39,113 | INFO | 🎯 Momentum Information:
+2025-11-24 14:25:39,113 | INFO |   Extracted vectors: 161
+2025-11-24 14:25:39,113 | INFO |   Has momentum state: True
+2025-11-24 14:25:47,909 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00000/00625 | lr 1.680e-02 | atrl 2.027e+00 | trl0 2.027e+00 | nm 9.782e+01 | nmx 6.731e-02 | 
+2025-11-24 14:25:51,660 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00001/00625 | lr 1.680e-02 | atrl 2.069e+00 | trl0 2.066e+00 | nm 9.782e+01 | nmx 1.298e-01 | 
+2025-11-24 14:25:55,407 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00002/00625 | lr 1.680e-02 | atrl 1.975e+00 | trl0 1.965e+00 | nm 9.782e+01 | nmx 1.878e-01 | 
+2025-11-24 14:25:59,153 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00003/00625 | lr 1.680e-02 | atrl 2.010e+00 | trl0 1.986e+00 | nm 9.782e+01 | nmx 2.403e-01 | 
+2025-11-24 14:26:02,901 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00004/00625 | lr 1.680e-02 | atrl 2.042e+00 | trl0 2.006e+00 | nm 9.782e+01 | nmx 2.871e-01 | 
+2025-11-24 14:26:06,649 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00005/00625 | lr 1.680e-02 | atrl 2.121e+00 | trl0 2.072e+00 | nm 9.782e+01 | nmx 3.284e-01 | 
+2025-11-24 14:26:10,393 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00006/00625 | lr 1.680e-02 | atrl 2.062e+00 | trl0 2.005e+00 | nm 9.782e+01 | nmx 3.644e-01 | 
+2025-11-24 14:26:14,138 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00007/00625 | lr 1.680e-02 | atrl 2.044e+00 | trl0 1.974e+00 | nm 9.782e+01 | nmx 3.951e-01 | 
+2025-11-24 14:26:17,881 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00008/00625 | lr 1.680e-02 | atrl 2.064e+00 | trl0 1.980e+00 | nm 9.782e+01 | nmx 4.207e-01 | 
+2025-11-24 14:26:21,625 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00009/00625 | lr 1.680e-02 | atrl 2.090e+00 | trl0 2.003e+00 | nm 9.782e+01 | nmx 4.416e-01 | 
+2025-11-24 14:26:25,370 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00010/00625 | lr 1.680e-02 | atrl 2.039e+00 | trl0 1.936e+00 | nm 9.782e+01 | nmx 4.578e-01 | 
+2025-11-24 14:26:29,114 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00011/00625 | lr 1.680e-02 | atrl 2.108e+00 | trl0 2.003e+00 | nm 9.782e+01 | nmx 4.697e-01 | 
+2025-11-24 14:26:32,856 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00012/00625 | lr 1.680e-02 | atrl 2.037e+00 | trl0 1.937e+00 | nm 9.782e+01 | nmx 4.785e-01 | 
+2025-11-24 14:26:36,598 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00013/00625 | lr 1.680e-02 | atrl 2.060e+00 | trl0 1.942e+00 | nm 9.782e+01 | nmx 4.840e-01 | 
+2025-11-24 14:26:40,341 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00014/00625 | lr 1.680e-02 | atrl 2.156e+00 | trl0 2.040e+00 | nm 9.782e+01 | nmx 4.868e-01 | 
+2025-11-24 14:26:44,085 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00015/00625 | lr 1.680e-02 | atrl 2.114e+00 | trl0 1.999e+00 | nm 9.782e+01 | nmx 4.875e-01 | 
+2025-11-24 14:26:47,829 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00016/00625 | lr 1.680e-02 | atrl 2.135e+00 | trl0 2.019e+00 | nm 9.782e+01 | nmx 4.868e-01 | 
+2025-11-24 14:26:51,571 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00017/00625 | lr 1.680e-02 | atrl 2.082e+00 | trl0 1.969e+00 | nm 9.782e+01 | nmx 4.853e-01 | 
+2025-11-24 14:26:55,315 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00018/00625 | lr 1.680e-02 | atrl 2.118e+00 | trl0 2.006e+00 | nm 9.782e+01 | nmx 4.832e-01 | 
+2025-11-24 14:26:59,057 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00019/00625 | lr 1.680e-02 | atrl 2.129e+00 | trl0 2.017e+00 | nm 9.782e+01 | nmx 4.812e-01 | 
+2025-11-24 14:27:02,800 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00020/00625 | lr 1.680e-02 | atrl 2.065e+00 | trl0 1.951e+00 | nm 9.782e+01 | nmx 4.793e-01 | 
+2025-11-24 14:27:06,544 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00021/00625 | lr 1.680e-02 | atrl 2.146e+00 | trl0 2.033e+00 | nm 9.782e+01 | nmx 4.779e-01 | 
+2025-11-24 14:27:10,286 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00022/00625 | lr 1.680e-02 | atrl 2.107e+00 | trl0 1.996e+00 | nm 9.782e+01 | nmx 4.772e-01 | 
+2025-11-24 14:27:14,029 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00023/00625 | lr 1.680e-02 | atrl 2.138e+00 | trl0 2.028e+00 | nm 9.782e+01 | nmx 4.772e-01 | 
+2025-11-24 14:27:17,771 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00024/00625 | lr 1.680e-02 | atrl 2.118e+00 | trl0 2.010e+00 | nm 9.782e+01 | nmx 4.779e-01 | 
+2025-11-24 14:27:21,516 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00025/00625 | lr 1.680e-02 | atrl 2.134e+00 | trl0 2.021e+00 | nm 9.782e+01 | nmx 4.790e-01 | 
+2025-11-24 14:27:25,259 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00026/00625 | lr 1.680e-02 | atrl 2.153e+00 | trl0 2.041e+00 | nm 9.782e+01 | nmx 4.807e-01 | 
+2025-11-24 14:27:29,002 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00027/00625 | lr 1.680e-02 | atrl 2.069e+00 | trl0 1.951e+00 | nm 9.782e+01 | nmx 4.827e-01 | 
+2025-11-24 14:27:32,745 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00028/00625 | lr 1.680e-02 | atrl 2.095e+00 | trl0 1.981e+00 | nm 9.782e+01 | nmx 4.850e-01 | 
+2025-11-24 14:27:36,490 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 081/100 | step 00029/00625 | lr 1.680e-02 | atrl 2.066e+00 | trl0 1.954e+00 | nm 9.782e+01 | nmx 4.876e-01 | 
+2025-11-24 14:27:36,843 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 14:27:36,843 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 14:27:36,843 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 14:27:36,843 | INFO | Starting EoS for checkpoint 80
+2025-11-24 14:27:36,843 | INFO | Starting EoS for model resnet50
+2025-11-24 14:27:37,238 | INFO | Model state successfully loaded
+2025-11-24 14:27:37,404 | INFO | Wrapped model with DDP
+2025-11-24 14:27:37,407 | INFO | Current learning rate: 0.0144
+2025-11-24 14:27:37,407 | INFO | Original learning rate: 0.012
+2025-11-24 14:27:37,489 | INFO | 🎯 Momentum Information:
+2025-11-24 14:27:37,489 | INFO |   Extracted vectors: 161
+2025-11-24 14:27:37,489 | INFO |   Has momentum state: True
+2025-11-24 14:27:45,050 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00000/00625 | lr 1.440e-02 | atrl 2.027e+00 | trl0 2.027e+00 | nm 9.783e+01 | nmx 5.770e-02 | 
+2025-11-24 14:27:48,793 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00001/00625 | lr 1.440e-02 | atrl 2.068e+00 | trl0 2.066e+00 | nm 9.782e+01 | nmx 1.114e-01 | 
+2025-11-24 14:27:52,533 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00002/00625 | lr 1.440e-02 | atrl 1.972e+00 | trl0 1.965e+00 | nm 9.782e+01 | nmx 1.616e-01 | 
+2025-11-24 14:27:56,274 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00003/00625 | lr 1.440e-02 | atrl 2.004e+00 | trl0 1.986e+00 | nm 9.782e+01 | nmx 2.075e-01 | 
+2025-11-24 14:28:00,017 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00004/00625 | lr 1.440e-02 | atrl 2.033e+00 | trl0 2.006e+00 | nm 9.782e+01 | nmx 2.490e-01 | 
+2025-11-24 14:28:03,758 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00005/00625 | lr 1.440e-02 | atrl 2.109e+00 | trl0 2.072e+00 | nm 9.782e+01 | nmx 2.860e-01 | 
+2025-11-24 14:28:07,500 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00006/00625 | lr 1.440e-02 | atrl 2.047e+00 | trl0 2.005e+00 | nm 9.782e+01 | nmx 3.189e-01 | 
+2025-11-24 14:28:11,244 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00007/00625 | lr 1.440e-02 | atrl 2.026e+00 | trl0 1.974e+00 | nm 9.782e+01 | nmx 3.476e-01 | 
+2025-11-24 14:28:14,986 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00008/00625 | lr 1.440e-02 | atrl 2.044e+00 | trl0 1.980e+00 | nm 9.782e+01 | nmx 3.723e-01 | 
+2025-11-24 14:28:18,727 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00009/00625 | lr 1.440e-02 | atrl 2.069e+00 | trl0 2.003e+00 | nm 9.782e+01 | nmx 3.931e-01 | 
+2025-11-24 14:28:22,469 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00010/00625 | lr 1.440e-02 | atrl 2.018e+00 | trl0 1.936e+00 | nm 9.782e+01 | nmx 4.101e-01 | 
+2025-11-24 14:28:26,210 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00011/00625 | lr 1.440e-02 | atrl 2.086e+00 | trl0 2.003e+00 | nm 9.782e+01 | nmx 4.235e-01 | 
+2025-11-24 14:28:29,953 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00012/00625 | lr 1.440e-02 | atrl 2.016e+00 | trl0 1.937e+00 | nm 9.782e+01 | nmx 4.342e-01 | 
+2025-11-24 14:28:33,696 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00013/00625 | lr 1.440e-02 | atrl 2.038e+00 | trl0 1.942e+00 | nm 9.782e+01 | nmx 4.420e-01 | 
+2025-11-24 14:28:37,438 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00014/00625 | lr 1.440e-02 | atrl 2.134e+00 | trl0 2.040e+00 | nm 9.782e+01 | nmx 4.473e-01 | 
+2025-11-24 14:28:41,181 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00015/00625 | lr 1.440e-02 | atrl 2.095e+00 | trl0 1.999e+00 | nm 9.782e+01 | nmx 4.507e-01 | 
+2025-11-24 14:28:44,923 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00016/00625 | lr 1.440e-02 | atrl 2.116e+00 | trl0 2.019e+00 | nm 9.782e+01 | nmx 4.524e-01 | 
+2025-11-24 14:28:48,666 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00017/00625 | lr 1.440e-02 | atrl 2.065e+00 | trl0 1.969e+00 | nm 9.782e+01 | nmx 4.529e-01 | 
+2025-11-24 14:28:52,407 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00018/00625 | lr 1.440e-02 | atrl 2.102e+00 | trl0 2.006e+00 | nm 9.782e+01 | nmx 4.525e-01 | 
+2025-11-24 14:28:56,150 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00019/00625 | lr 1.440e-02 | atrl 2.115e+00 | trl0 2.017e+00 | nm 9.782e+01 | nmx 4.516e-01 | 
+2025-11-24 14:28:59,892 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00020/00625 | lr 1.440e-02 | atrl 2.050e+00 | trl0 1.951e+00 | nm 9.782e+01 | nmx 4.503e-01 | 
+2025-11-24 14:29:03,634 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00021/00625 | lr 1.440e-02 | atrl 2.133e+00 | trl0 2.033e+00 | nm 9.782e+01 | nmx 4.490e-01 | 
+2025-11-24 14:29:07,374 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00022/00625 | lr 1.440e-02 | atrl 2.092e+00 | trl0 1.996e+00 | nm 9.782e+01 | nmx 4.479e-01 | 
+2025-11-24 14:29:11,115 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00023/00625 | lr 1.440e-02 | atrl 2.121e+00 | trl0 2.028e+00 | nm 9.782e+01 | nmx 4.473e-01 | 
+2025-11-24 14:29:14,856 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00024/00625 | lr 1.440e-02 | atrl 2.102e+00 | trl0 2.010e+00 | nm 9.782e+01 | nmx 4.471e-01 | 
+2025-11-24 14:29:18,599 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00025/00625 | lr 1.440e-02 | atrl 2.118e+00 | trl0 2.021e+00 | nm 9.782e+01 | nmx 4.472e-01 | 
+2025-11-24 14:29:22,344 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00026/00625 | lr 1.440e-02 | atrl 2.135e+00 | trl0 2.041e+00 | nm 9.782e+01 | nmx 4.477e-01 | 
+2025-11-24 14:29:26,087 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00027/00625 | lr 1.440e-02 | atrl 2.052e+00 | trl0 1.951e+00 | nm 9.782e+01 | nmx 4.485e-01 | 
+2025-11-24 14:29:29,829 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00028/00625 | lr 1.440e-02 | atrl 2.077e+00 | trl0 1.981e+00 | nm 9.782e+01 | nmx 4.496e-01 | 
+2025-11-24 14:29:33,571 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 081/100 | step 00029/00625 | lr 1.440e-02 | atrl 2.046e+00 | trl0 1.954e+00 | nm 9.782e+01 | nmx 4.511e-01 | 
+2025-11-24 14:29:34,014 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 14:29:34,015 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 14:29:34,015 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 14:29:34,015 | INFO | Starting EoS for checkpoint 80
+2025-11-24 14:29:34,015 | INFO | Starting EoS for model resnet50
+2025-11-24 14:29:34,395 | INFO | Model state successfully loaded
+2025-11-24 14:29:34,666 | INFO | Wrapped model with DDP
+2025-11-24 14:29:34,669 | INFO | Current learning rate: 0.012
+2025-11-24 14:29:34,669 | INFO | Original learning rate: 0.012
+2025-11-24 14:29:34,672 | INFO | 🎯 Momentum Information:
+2025-11-24 14:29:34,672 | INFO |   Extracted vectors: 161
+2025-11-24 14:29:34,672 | INFO |   Has momentum state: True
+2025-11-24 14:29:42,400 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00000/00625 | lr 1.200e-02 | atrl 2.027e+00 | trl0 2.027e+00 | nm 9.783e+01 | nmx 4.808e-02 | 
+2025-11-24 14:29:46,145 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00001/00625 | lr 1.200e-02 | atrl 2.068e+00 | trl0 2.066e+00 | nm 9.782e+01 | nmx 9.302e-02 | 
+2025-11-24 14:29:49,887 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00002/00625 | lr 1.200e-02 | atrl 1.970e+00 | trl0 1.965e+00 | nm 9.782e+01 | nmx 1.353e-01 | 
+2025-11-24 14:29:53,632 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00003/00625 | lr 1.200e-02 | atrl 1.999e+00 | trl0 1.986e+00 | nm 9.782e+01 | nmx 1.743e-01 | 
+2025-11-24 14:29:57,375 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00004/00625 | lr 1.200e-02 | atrl 2.025e+00 | trl0 2.006e+00 | nm 9.782e+01 | nmx 2.099e-01 | 
+2025-11-24 14:30:01,118 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00005/00625 | lr 1.200e-02 | atrl 2.098e+00 | trl0 2.072e+00 | nm 9.782e+01 | nmx 2.422e-01 | 
+2025-11-24 14:30:04,861 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00006/00625 | lr 1.200e-02 | atrl 2.035e+00 | trl0 2.005e+00 | nm 9.782e+01 | nmx 2.714e-01 | 
+2025-11-24 14:30:08,602 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00007/00625 | lr 1.200e-02 | atrl 2.011e+00 | trl0 1.974e+00 | nm 9.782e+01 | nmx 2.975e-01 | 
+2025-11-24 14:30:12,346 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00008/00625 | lr 1.200e-02 | atrl 2.026e+00 | trl0 1.980e+00 | nm 9.782e+01 | nmx 3.204e-01 | 
+2025-11-24 14:30:16,089 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00009/00625 | lr 1.200e-02 | atrl 2.050e+00 | trl0 2.003e+00 | nm 9.782e+01 | nmx 3.404e-01 | 
+2025-11-24 14:30:19,833 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00010/00625 | lr 1.200e-02 | atrl 1.997e+00 | trl0 1.936e+00 | nm 9.782e+01 | nmx 3.574e-01 | 
+2025-11-24 14:30:23,575 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00011/00625 | lr 1.200e-02 | atrl 2.065e+00 | trl0 2.003e+00 | nm 9.782e+01 | nmx 3.716e-01 | 
+2025-11-24 14:30:27,318 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00012/00625 | lr 1.200e-02 | atrl 1.996e+00 | trl0 1.937e+00 | nm 9.782e+01 | nmx 3.835e-01 | 
+2025-11-24 14:30:31,061 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00013/00625 | lr 1.200e-02 | atrl 2.016e+00 | trl0 1.942e+00 | nm 9.782e+01 | nmx 3.930e-01 | 
+2025-11-24 14:30:34,803 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00014/00625 | lr 1.200e-02 | atrl 2.112e+00 | trl0 2.040e+00 | nm 9.782e+01 | nmx 4.005e-01 | 
+2025-11-24 14:30:38,548 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00015/00625 | lr 1.200e-02 | atrl 2.073e+00 | trl0 1.999e+00 | nm 9.782e+01 | nmx 4.061e-01 | 
+2025-11-24 14:30:42,289 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00016/00625 | lr 1.200e-02 | atrl 2.095e+00 | trl0 2.019e+00 | nm 9.782e+01 | nmx 4.103e-01 | 
+2025-11-24 14:30:46,031 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00017/00625 | lr 1.200e-02 | atrl 2.046e+00 | trl0 1.969e+00 | nm 9.782e+01 | nmx 4.131e-01 | 
+2025-11-24 14:30:49,772 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00018/00625 | lr 1.200e-02 | atrl 2.083e+00 | trl0 2.006e+00 | nm 9.782e+01 | nmx 4.148e-01 | 
+2025-11-24 14:30:53,514 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00019/00625 | lr 1.200e-02 | atrl 2.098e+00 | trl0 2.017e+00 | nm 9.782e+01 | nmx 4.157e-01 | 
+2025-11-24 14:30:57,256 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00020/00625 | lr 1.200e-02 | atrl 2.033e+00 | trl0 1.951e+00 | nm 9.782e+01 | nmx 4.158e-01 | 
+2025-11-24 14:31:00,997 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00021/00625 | lr 1.200e-02 | atrl 2.118e+00 | trl0 2.033e+00 | nm 9.782e+01 | nmx 4.154e-01 | 
+2025-11-24 14:31:04,739 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00022/00625 | lr 1.200e-02 | atrl 2.077e+00 | trl0 1.996e+00 | nm 9.782e+01 | nmx 4.149e-01 | 
+2025-11-24 14:31:08,482 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00023/00625 | lr 1.200e-02 | atrl 2.104e+00 | trl0 2.028e+00 | nm 9.782e+01 | nmx 4.144e-01 | 
+2025-11-24 14:31:12,224 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00024/00625 | lr 1.200e-02 | atrl 2.086e+00 | trl0 2.010e+00 | nm 9.782e+01 | nmx 4.141e-01 | 
+2025-11-24 14:31:15,968 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00025/00625 | lr 1.200e-02 | atrl 2.101e+00 | trl0 2.021e+00 | nm 9.782e+01 | nmx 4.138e-01 | 
+2025-11-24 14:31:19,711 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00026/00625 | lr 1.200e-02 | atrl 2.119e+00 | trl0 2.041e+00 | nm 9.782e+01 | nmx 4.138e-01 | 
+2025-11-24 14:31:23,453 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00027/00625 | lr 1.200e-02 | atrl 2.035e+00 | trl0 1.951e+00 | nm 9.782e+01 | nmx 4.138e-01 | 
+2025-11-24 14:31:27,194 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00028/00625 | lr 1.200e-02 | atrl 2.061e+00 | trl0 1.981e+00 | nm 9.782e+01 | nmx 4.140e-01 | 
+2025-11-24 14:31:30,937 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 081/100 | step 00029/00625 | lr 1.200e-02 | atrl 2.027e+00 | trl0 1.954e+00 | nm 9.782e+01 | nmx 4.145e-01 | 
+2025-11-24 14:31:31,489 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 14:31:31,490 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 14:31:31,490 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 14:31:31,490 | INFO | Starting EoS for checkpoint 80
+2025-11-24 14:31:31,490 | INFO | Starting EoS for model resnet50
+2025-11-24 14:31:31,871 | INFO | Model state successfully loaded
+2025-11-24 14:31:32,108 | INFO | Wrapped model with DDP
+2025-11-24 14:31:32,111 | INFO | Current learning rate: 0.0096
+2025-11-24 14:31:32,111 | INFO | Original learning rate: 0.012
+2025-11-24 14:31:32,114 | INFO | 🎯 Momentum Information:
+2025-11-24 14:31:32,114 | INFO |   Extracted vectors: 161
+2025-11-24 14:31:32,114 | INFO |   Has momentum state: True
+2025-11-24 14:31:39,545 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00000/00625 | lr 9.600e-03 | atrl 2.027e+00 | trl0 2.027e+00 | nm 9.783e+01 | nmx 3.846e-02 | 
+2025-11-24 14:31:43,289 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00001/00625 | lr 9.600e-03 | atrl 2.067e+00 | trl0 2.066e+00 | nm 9.782e+01 | nmx 7.454e-02 | 
+2025-11-24 14:31:47,031 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00002/00625 | lr 9.600e-03 | atrl 1.968e+00 | trl0 1.965e+00 | nm 9.782e+01 | nmx 1.087e-01 | 
+2025-11-24 14:31:50,775 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00003/00625 | lr 9.600e-03 | atrl 1.994e+00 | trl0 1.986e+00 | nm 9.782e+01 | nmx 1.405e-01 | 
+2025-11-24 14:31:54,517 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00004/00625 | lr 9.600e-03 | atrl 2.018e+00 | trl0 2.006e+00 | nm 9.782e+01 | nmx 1.699e-01 | 
+2025-11-24 14:31:58,260 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00005/00625 | lr 9.600e-03 | atrl 2.089e+00 | trl0 2.072e+00 | nm 9.782e+01 | nmx 1.970e-01 | 
+2025-11-24 14:32:02,005 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00006/00625 | lr 9.600e-03 | atrl 2.024e+00 | trl0 2.005e+00 | nm 9.782e+01 | nmx 2.218e-01 | 
+2025-11-24 14:32:05,749 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00007/00625 | lr 9.600e-03 | atrl 1.997e+00 | trl0 1.974e+00 | nm 9.782e+01 | nmx 2.445e-01 | 
+2025-11-24 14:32:09,492 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00008/00625 | lr 9.600e-03 | atrl 2.011e+00 | trl0 1.980e+00 | nm 9.782e+01 | nmx 2.648e-01 | 
+2025-11-24 14:32:13,236 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00009/00625 | lr 9.600e-03 | atrl 2.034e+00 | trl0 2.003e+00 | nm 9.782e+01 | nmx 2.832e-01 | 
+2025-11-24 14:32:16,978 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00010/00625 | lr 9.600e-03 | atrl 1.977e+00 | trl0 1.936e+00 | nm 9.782e+01 | nmx 2.993e-01 | 
+2025-11-24 14:32:20,720 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00011/00625 | lr 9.600e-03 | atrl 2.045e+00 | trl0 2.003e+00 | nm 9.782e+01 | nmx 3.133e-01 | 
+2025-11-24 14:32:24,462 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00012/00625 | lr 9.600e-03 | atrl 1.976e+00 | trl0 1.937e+00 | nm 9.782e+01 | nmx 3.256e-01 | 
+2025-11-24 14:32:28,205 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00013/00625 | lr 9.600e-03 | atrl 1.994e+00 | trl0 1.942e+00 | nm 9.782e+01 | nmx 3.361e-01 | 
+2025-11-24 14:32:31,949 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00014/00625 | lr 9.600e-03 | atrl 2.089e+00 | trl0 2.040e+00 | nm 9.782e+01 | nmx 3.450e-01 | 
+2025-11-24 14:32:35,691 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00015/00625 | lr 9.600e-03 | atrl 2.052e+00 | trl0 1.999e+00 | nm 9.782e+01 | nmx 3.523e-01 | 
+2025-11-24 14:32:39,434 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00016/00625 | lr 9.600e-03 | atrl 2.073e+00 | trl0 2.019e+00 | nm 9.782e+01 | nmx 3.584e-01 | 
+2025-11-24 14:32:43,177 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00017/00625 | lr 9.600e-03 | atrl 2.025e+00 | trl0 1.969e+00 | nm 9.782e+01 | nmx 3.633e-01 | 
+2025-11-24 14:32:46,920 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00018/00625 | lr 9.600e-03 | atrl 2.064e+00 | trl0 2.006e+00 | nm 9.782e+01 | nmx 3.672e-01 | 
+2025-11-24 14:32:50,662 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00019/00625 | lr 9.600e-03 | atrl 2.079e+00 | trl0 2.017e+00 | nm 9.782e+01 | nmx 3.701e-01 | 
+2025-11-24 14:32:54,404 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00020/00625 | lr 9.600e-03 | atrl 2.014e+00 | trl0 1.951e+00 | nm 9.782e+01 | nmx 3.722e-01 | 
+2025-11-24 14:32:58,147 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00021/00625 | lr 9.600e-03 | atrl 2.101e+00 | trl0 2.033e+00 | nm 9.782e+01 | nmx 3.735e-01 | 
+2025-11-24 14:33:01,890 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00022/00625 | lr 9.600e-03 | atrl 2.060e+00 | trl0 1.996e+00 | nm 9.782e+01 | nmx 3.743e-01 | 
+2025-11-24 14:33:05,633 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00023/00625 | lr 9.600e-03 | atrl 2.087e+00 | trl0 2.028e+00 | nm 9.782e+01 | nmx 3.748e-01 | 
+2025-11-24 14:33:09,378 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00024/00625 | lr 9.600e-03 | atrl 2.070e+00 | trl0 2.010e+00 | nm 9.782e+01 | nmx 3.752e-01 | 
+2025-11-24 14:33:13,122 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00025/00625 | lr 9.600e-03 | atrl 2.084e+00 | trl0 2.021e+00 | nm 9.782e+01 | nmx 3.754e-01 | 
+2025-11-24 14:33:16,866 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00026/00625 | lr 9.600e-03 | atrl 2.102e+00 | trl0 2.041e+00 | nm 9.782e+01 | nmx 3.756e-01 | 
+2025-11-24 14:33:20,610 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00027/00625 | lr 9.600e-03 | atrl 2.017e+00 | trl0 1.951e+00 | nm 9.782e+01 | nmx 3.756e-01 | 
+2025-11-24 14:33:24,354 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00028/00625 | lr 9.600e-03 | atrl 2.044e+00 | trl0 1.981e+00 | nm 9.782e+01 | nmx 3.756e-01 | 
+2025-11-24 14:33:28,098 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 081/100 | step 00029/00625 | lr 9.600e-03 | atrl 2.009e+00 | trl0 1.954e+00 | nm 9.782e+01 | nmx 3.758e-01 | 
+2025-11-24 14:33:28,668 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 14:33:28,669 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 14:33:28,669 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 14:33:28,669 | INFO | Starting EoS for checkpoint 80
+2025-11-24 14:33:28,669 | INFO | Starting EoS for model resnet50
+2025-11-24 14:33:29,062 | INFO | Model state successfully loaded
+2025-11-24 14:33:29,214 | INFO | Wrapped model with DDP
+2025-11-24 14:33:29,217 | INFO | Current learning rate: 0.0072
+2025-11-24 14:33:29,217 | INFO | Original learning rate: 0.012
+2025-11-24 14:33:29,220 | INFO | 🎯 Momentum Information:
+2025-11-24 14:33:29,220 | INFO |   Extracted vectors: 161
+2025-11-24 14:33:29,220 | INFO |   Has momentum state: True
+2025-11-24 14:33:36,644 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00000/00625 | lr 7.200e-03 | atrl 2.027e+00 | trl0 2.027e+00 | nm 9.783e+01 | nmx 2.885e-02 | 
+2025-11-24 14:33:40,386 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00001/00625 | lr 7.200e-03 | atrl 2.067e+00 | trl0 2.066e+00 | nm 9.783e+01 | nmx 5.600e-02 | 
+2025-11-24 14:33:44,129 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00002/00625 | lr 7.200e-03 | atrl 1.967e+00 | trl0 1.965e+00 | nm 9.782e+01 | nmx 8.188e-02 | 
+2025-11-24 14:33:47,872 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00003/00625 | lr 7.200e-03 | atrl 1.991e+00 | trl0 1.986e+00 | nm 9.782e+01 | nmx 1.062e-01 | 
+2025-11-24 14:33:51,614 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00004/00625 | lr 7.200e-03 | atrl 2.012e+00 | trl0 2.006e+00 | nm 9.782e+01 | nmx 1.290e-01 | 
+2025-11-24 14:33:55,356 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00005/00625 | lr 7.200e-03 | atrl 2.082e+00 | trl0 2.072e+00 | nm 9.782e+01 | nmx 1.502e-01 | 
+2025-11-24 14:33:59,101 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00006/00625 | lr 7.200e-03 | atrl 2.015e+00 | trl0 2.005e+00 | nm 9.782e+01 | nmx 1.701e-01 | 
+2025-11-24 14:34:02,843 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00007/00625 | lr 7.200e-03 | atrl 1.986e+00 | trl0 1.974e+00 | nm 9.782e+01 | nmx 1.885e-01 | 
+2025-11-24 14:34:06,589 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00008/00625 | lr 7.200e-03 | atrl 1.997e+00 | trl0 1.980e+00 | nm 9.782e+01 | nmx 2.054e-01 | 
+2025-11-24 14:34:10,335 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00009/00625 | lr 7.200e-03 | atrl 2.020e+00 | trl0 2.003e+00 | nm 9.782e+01 | nmx 2.210e-01 | 
+2025-11-24 14:34:14,078 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00010/00625 | lr 7.200e-03 | atrl 1.960e+00 | trl0 1.936e+00 | nm 9.782e+01 | nmx 2.352e-01 | 
+2025-11-24 14:34:17,821 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00011/00625 | lr 7.200e-03 | atrl 2.027e+00 | trl0 2.003e+00 | nm 9.782e+01 | nmx 2.479e-01 | 
+2025-11-24 14:34:21,567 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00012/00625 | lr 7.200e-03 | atrl 1.959e+00 | trl0 1.937e+00 | nm 9.782e+01 | nmx 2.596e-01 | 
+2025-11-24 14:34:25,314 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00013/00625 | lr 7.200e-03 | atrl 1.974e+00 | trl0 1.942e+00 | nm 9.782e+01 | nmx 2.699e-01 | 
+2025-11-24 14:34:29,058 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00014/00625 | lr 7.200e-03 | atrl 2.068e+00 | trl0 2.040e+00 | nm 9.782e+01 | nmx 2.792e-01 | 
+2025-11-24 14:34:32,800 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00015/00625 | lr 7.200e-03 | atrl 2.031e+00 | trl0 1.999e+00 | nm 9.782e+01 | nmx 2.873e-01 | 
+2025-11-24 14:34:36,543 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00016/00625 | lr 7.200e-03 | atrl 2.052e+00 | trl0 2.019e+00 | nm 9.782e+01 | nmx 2.946e-01 | 
+2025-11-24 14:34:40,290 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00017/00625 | lr 7.200e-03 | atrl 2.005e+00 | trl0 1.969e+00 | nm 9.782e+01 | nmx 3.009e-01 | 
+2025-11-24 14:34:44,034 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00018/00625 | lr 7.200e-03 | atrl 2.043e+00 | trl0 2.006e+00 | nm 9.782e+01 | nmx 3.064e-01 | 
+2025-11-24 14:34:47,777 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00019/00625 | lr 7.200e-03 | atrl 2.058e+00 | trl0 2.017e+00 | nm 9.782e+01 | nmx 3.110e-01 | 
+2025-11-24 14:34:51,522 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00020/00625 | lr 7.200e-03 | atrl 1.992e+00 | trl0 1.951e+00 | nm 9.782e+01 | nmx 3.150e-01 | 
+2025-11-24 14:34:55,267 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00021/00625 | lr 7.200e-03 | atrl 2.081e+00 | trl0 2.033e+00 | nm 9.782e+01 | nmx 3.181e-01 | 
+2025-11-24 14:34:59,010 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00022/00625 | lr 7.200e-03 | atrl 2.040e+00 | trl0 1.996e+00 | nm 9.782e+01 | nmx 3.207e-01 | 
+2025-11-24 14:35:02,753 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00023/00625 | lr 7.200e-03 | atrl 2.067e+00 | trl0 2.028e+00 | nm 9.782e+01 | nmx 3.229e-01 | 
+2025-11-24 14:35:06,496 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00024/00625 | lr 7.200e-03 | atrl 2.052e+00 | trl0 2.010e+00 | nm 9.782e+01 | nmx 3.247e-01 | 
+2025-11-24 14:35:10,240 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00025/00625 | lr 7.200e-03 | atrl 2.065e+00 | trl0 2.021e+00 | nm 9.782e+01 | nmx 3.261e-01 | 
+2025-11-24 14:35:13,983 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00026/00625 | lr 7.200e-03 | atrl 2.084e+00 | trl0 2.041e+00 | nm 9.782e+01 | nmx 3.272e-01 | 
+2025-11-24 14:35:17,724 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00027/00625 | lr 7.200e-03 | atrl 1.999e+00 | trl0 1.951e+00 | nm 9.782e+01 | nmx 3.281e-01 | 
+2025-11-24 14:35:21,467 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00028/00625 | lr 7.200e-03 | atrl 2.027e+00 | trl0 1.981e+00 | nm 9.782e+01 | nmx 3.288e-01 | 
+2025-11-24 14:35:25,211 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 081/100 | step 00029/00625 | lr 7.200e-03 | atrl 1.990e+00 | trl0 1.954e+00 | nm 9.782e+01 | nmx 3.295e-01 | 

stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-88/train.jsonl

@@ -0,0 +1,150 @@
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+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [93, 100], "step": [26, 625], "lr": 0.00072, "atrl": 1.9291106462478638, "trl0": 1.9279513359069824, "nm": 94.25355523969321, "nmx": 0.05618357138872208, "olr": 0.0012000000000000001, "otrl": 1.927827000617981, "trl01": 2.002613067626953, "otrl1": 2.001917839050293, "nm0": 94.25486185724341, "onm": 94.25259553964604, "data_diff": 0.0}
+{"exp_idx": [4, 5], "lr_factor": 0.6, "epoch": [93, 100], "step": [27, 625], "lr": 0.00072, "atrl": 1.901714563369751, "trl0": 1.9005577564239502, "nm": 94.25351126354171, "nmx": 0.05745922658081657, "olr": 0.0012000000000000001, "otrl": 1.8998603820800781, "trl01": 1.776638388633728, "otrl1": 1.7728848457336426, "nm0": 94.25486185724341, "onm": 94.25251328512536, "data_diff": 0.0}
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stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-92/train.log

@@ -0,0 +1,211 @@
+2025-11-24 14:55:43,527 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 14:55:45,801 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 14:55:45,801 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 14:55:45,801 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 14:55:45,801 | INFO | Starting EoS for checkpoint 92
+2025-11-24 14:55:45,802 | INFO | Starting EoS for model resnet50
+2025-11-24 14:55:46,306 | INFO | Model state successfully loaded
+2025-11-24 14:55:47,722 | INFO | Wrapped model with DDP
+2025-11-24 14:55:47,725 | INFO | Current learning rate: 0.00168
+2025-11-24 14:55:47,725 | INFO | Original learning rate: 0.0012000000000000001
+2025-11-24 14:55:47,751 | INFO | 🎯 Momentum Information:
+2025-11-24 14:55:47,751 | INFO |   Extracted vectors: 161
+2025-11-24 14:55:47,751 | INFO |   Has momentum state: True
+2025-11-24 14:55:56,765 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00000/00625 | lr 1.680e-03 | atrl 1.892e+00 | trl0 1.892e+00 | nm 9.425e+01 | nmx 7.386e-03 | 
+2025-11-24 14:56:00,611 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00001/00625 | lr 1.680e-03 | atrl 1.830e+00 | trl0 1.830e+00 | nm 9.425e+01 | nmx 1.436e-02 | 
+2025-11-24 14:56:04,356 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00002/00625 | lr 1.680e-03 | atrl 1.931e+00 | trl0 1.932e+00 | nm 9.425e+01 | nmx 2.110e-02 | 
+2025-11-24 14:56:08,097 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00003/00625 | lr 1.680e-03 | atrl 1.867e+00 | trl0 1.867e+00 | nm 9.425e+01 | nmx 2.760e-02 | 
+2025-11-24 14:56:11,840 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00004/00625 | lr 1.680e-03 | atrl 1.913e+00 | trl0 1.912e+00 | nm 9.425e+01 | nmx 3.382e-02 | 
+2025-11-24 14:56:15,581 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00005/00625 | lr 1.680e-03 | atrl 1.904e+00 | trl0 1.904e+00 | nm 9.425e+01 | nmx 3.984e-02 | 
+2025-11-24 14:56:19,321 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00006/00625 | lr 1.680e-03 | atrl 1.883e+00 | trl0 1.882e+00 | nm 9.425e+01 | nmx 4.562e-02 | 
+2025-11-24 14:56:23,063 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00007/00625 | lr 1.680e-03 | atrl 1.853e+00 | trl0 1.852e+00 | nm 9.425e+01 | nmx 5.113e-02 | 
+2025-11-24 14:56:26,805 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00008/00625 | lr 1.680e-03 | atrl 1.953e+00 | trl0 1.952e+00 | nm 9.425e+01 | nmx 5.645e-02 | 
+2025-11-24 14:56:30,545 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00009/00625 | lr 1.680e-03 | atrl 1.896e+00 | trl0 1.894e+00 | nm 9.425e+01 | nmx 6.155e-02 | 
+2025-11-24 14:56:34,288 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00010/00625 | lr 1.680e-03 | atrl 1.914e+00 | trl0 1.912e+00 | nm 9.425e+01 | nmx 6.643e-02 | 
+2025-11-24 14:56:38,029 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00011/00625 | lr 1.680e-03 | atrl 1.902e+00 | trl0 1.900e+00 | nm 9.425e+01 | nmx 7.109e-02 | 
+2025-11-24 14:56:41,776 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00012/00625 | lr 1.680e-03 | atrl 1.909e+00 | trl0 1.907e+00 | nm 9.425e+01 | nmx 7.556e-02 | 
+2025-11-24 14:56:45,517 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00013/00625 | lr 1.680e-03 | atrl 1.879e+00 | trl0 1.877e+00 | nm 9.425e+01 | nmx 7.983e-02 | 
+2025-11-24 14:56:49,264 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00014/00625 | lr 1.680e-03 | atrl 1.896e+00 | trl0 1.893e+00 | nm 9.425e+01 | nmx 8.391e-02 | 
+2025-11-24 14:56:53,006 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00015/00625 | lr 1.680e-03 | atrl 1.895e+00 | trl0 1.892e+00 | nm 9.425e+01 | nmx 8.781e-02 | 
+2025-11-24 14:56:56,751 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00016/00625 | lr 1.680e-03 | atrl 1.915e+00 | trl0 1.912e+00 | nm 9.425e+01 | nmx 9.152e-02 | 
+2025-11-24 14:57:00,496 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00017/00625 | lr 1.680e-03 | atrl 1.892e+00 | trl0 1.887e+00 | nm 9.425e+01 | nmx 9.506e-02 | 
+2025-11-24 14:57:04,239 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00018/00625 | lr 1.680e-03 | atrl 1.899e+00 | trl0 1.894e+00 | nm 9.425e+01 | nmx 9.841e-02 | 
+2025-11-24 14:57:07,980 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00019/00625 | lr 1.680e-03 | atrl 1.908e+00 | trl0 1.902e+00 | nm 9.425e+01 | nmx 1.016e-01 | 
+2025-11-24 14:57:11,723 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00020/00625 | lr 1.680e-03 | atrl 1.883e+00 | trl0 1.877e+00 | nm 9.425e+01 | nmx 1.046e-01 | 
+2025-11-24 14:57:15,464 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00021/00625 | lr 1.680e-03 | atrl 1.883e+00 | trl0 1.877e+00 | nm 9.425e+01 | nmx 1.075e-01 | 
+2025-11-24 14:57:19,230 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00022/00625 | lr 1.680e-03 | atrl 1.983e+00 | trl0 1.975e+00 | nm 9.425e+01 | nmx 1.102e-01 | 
+2025-11-24 14:57:22,974 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00023/00625 | lr 1.680e-03 | atrl 1.878e+00 | trl0 1.873e+00 | nm 9.425e+01 | nmx 1.128e-01 | 
+2025-11-24 14:57:26,718 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00024/00625 | lr 1.680e-03 | atrl 1.950e+00 | trl0 1.944e+00 | nm 9.425e+01 | nmx 1.153e-01 | 
+2025-11-24 14:57:30,463 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00025/00625 | lr 1.680e-03 | atrl 1.953e+00 | trl0 1.945e+00 | nm 9.425e+01 | nmx 1.177e-01 | 
+2025-11-24 14:57:34,206 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00026/00625 | lr 1.680e-03 | atrl 1.935e+00 | trl0 1.928e+00 | nm 9.425e+01 | nmx 1.200e-01 | 
+2025-11-24 14:57:37,952 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00027/00625 | lr 1.680e-03 | atrl 1.908e+00 | trl0 1.901e+00 | nm 9.425e+01 | nmx 1.223e-01 | 
+2025-11-24 14:57:41,697 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00028/00625 | lr 1.680e-03 | atrl 1.891e+00 | trl0 1.882e+00 | nm 9.425e+01 | nmx 1.244e-01 | 
+2025-11-24 14:57:45,440 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 093/100 | step 00029/00625 | lr 1.680e-03 | atrl 1.926e+00 | trl0 1.917e+00 | nm 9.425e+01 | nmx 1.264e-01 | 
+2025-11-24 14:57:45,767 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 14:57:45,767 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 14:57:45,767 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 14:57:45,767 | INFO | Starting EoS for checkpoint 92
+2025-11-24 14:57:45,767 | INFO | Starting EoS for model resnet50
+2025-11-24 14:57:46,154 | INFO | Model state successfully loaded
+2025-11-24 14:57:46,355 | INFO | Wrapped model with DDP
+2025-11-24 14:57:46,358 | INFO | Current learning rate: 0.00144
+2025-11-24 14:57:46,358 | INFO | Original learning rate: 0.0012000000000000001
+2025-11-24 14:57:46,442 | INFO | 🎯 Momentum Information:
+2025-11-24 14:57:46,442 | INFO |   Extracted vectors: 161
+2025-11-24 14:57:46,442 | INFO |   Has momentum state: True
+2025-11-24 14:57:54,360 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00000/00625 | lr 1.440e-03 | atrl 1.892e+00 | trl0 1.892e+00 | nm 9.425e+01 | nmx 6.331e-03 | 
+2025-11-24 14:57:58,102 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00001/00625 | lr 1.440e-03 | atrl 1.830e+00 | trl0 1.830e+00 | nm 9.425e+01 | nmx 1.231e-02 | 
+2025-11-24 14:58:01,845 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00002/00625 | lr 1.440e-03 | atrl 1.931e+00 | trl0 1.932e+00 | nm 9.425e+01 | nmx 1.809e-02 | 
+2025-11-24 14:58:05,590 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00003/00625 | lr 1.440e-03 | atrl 1.867e+00 | trl0 1.867e+00 | nm 9.425e+01 | nmx 2.368e-02 | 
+2025-11-24 14:58:09,335 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00004/00625 | lr 1.440e-03 | atrl 1.913e+00 | trl0 1.912e+00 | nm 9.425e+01 | nmx 2.903e-02 | 
+2025-11-24 14:58:13,076 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00005/00625 | lr 1.440e-03 | atrl 1.904e+00 | trl0 1.904e+00 | nm 9.425e+01 | nmx 3.421e-02 | 
+2025-11-24 14:58:16,816 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00006/00625 | lr 1.440e-03 | atrl 1.883e+00 | trl0 1.882e+00 | nm 9.425e+01 | nmx 3.919e-02 | 
+2025-11-24 14:58:20,560 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00007/00625 | lr 1.440e-03 | atrl 1.853e+00 | trl0 1.852e+00 | nm 9.425e+01 | nmx 4.396e-02 | 
+2025-11-24 14:58:24,303 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00008/00625 | lr 1.440e-03 | atrl 1.952e+00 | trl0 1.952e+00 | nm 9.425e+01 | nmx 4.857e-02 | 
+2025-11-24 14:58:28,045 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00009/00625 | lr 1.440e-03 | atrl 1.895e+00 | trl0 1.894e+00 | nm 9.425e+01 | nmx 5.299e-02 | 
+2025-11-24 14:58:31,787 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00010/00625 | lr 1.440e-03 | atrl 1.913e+00 | trl0 1.912e+00 | nm 9.425e+01 | nmx 5.724e-02 | 
+2025-11-24 14:58:35,529 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00011/00625 | lr 1.440e-03 | atrl 1.901e+00 | trl0 1.900e+00 | nm 9.425e+01 | nmx 6.130e-02 | 
+2025-11-24 14:58:39,273 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00012/00625 | lr 1.440e-03 | atrl 1.908e+00 | trl0 1.907e+00 | nm 9.425e+01 | nmx 6.522e-02 | 
+2025-11-24 14:58:43,015 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00013/00625 | lr 1.440e-03 | atrl 1.878e+00 | trl0 1.877e+00 | nm 9.425e+01 | nmx 6.897e-02 | 
+2025-11-24 14:58:46,757 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00014/00625 | lr 1.440e-03 | atrl 1.895e+00 | trl0 1.893e+00 | nm 9.425e+01 | nmx 7.257e-02 | 
+2025-11-24 14:58:50,500 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00015/00625 | lr 1.440e-03 | atrl 1.894e+00 | trl0 1.892e+00 | nm 9.425e+01 | nmx 7.601e-02 | 
+2025-11-24 14:58:54,243 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00016/00625 | lr 1.440e-03 | atrl 1.914e+00 | trl0 1.912e+00 | nm 9.425e+01 | nmx 7.930e-02 | 
+2025-11-24 14:58:57,985 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00017/00625 | lr 1.440e-03 | atrl 1.891e+00 | trl0 1.887e+00 | nm 9.425e+01 | nmx 8.245e-02 | 
+2025-11-24 14:59:01,726 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00018/00625 | lr 1.440e-03 | atrl 1.898e+00 | trl0 1.894e+00 | nm 9.425e+01 | nmx 8.545e-02 | 
+2025-11-24 14:59:05,468 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00019/00625 | lr 1.440e-03 | atrl 1.907e+00 | trl0 1.902e+00 | nm 9.425e+01 | nmx 8.829e-02 | 
+2025-11-24 14:59:09,210 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00020/00625 | lr 1.440e-03 | atrl 1.881e+00 | trl0 1.877e+00 | nm 9.425e+01 | nmx 9.101e-02 | 
+2025-11-24 14:59:12,950 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00021/00625 | lr 1.440e-03 | atrl 1.881e+00 | trl0 1.877e+00 | nm 9.425e+01 | nmx 9.362e-02 | 
+2025-11-24 14:59:16,690 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00022/00625 | lr 1.440e-03 | atrl 1.981e+00 | trl0 1.975e+00 | nm 9.425e+01 | nmx 9.610e-02 | 
+2025-11-24 14:59:20,431 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00023/00625 | lr 1.440e-03 | atrl 1.877e+00 | trl0 1.873e+00 | nm 9.425e+01 | nmx 9.848e-02 | 
+2025-11-24 14:59:24,172 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00024/00625 | lr 1.440e-03 | atrl 1.949e+00 | trl0 1.944e+00 | nm 9.425e+01 | nmx 1.008e-01 | 
+2025-11-24 14:59:27,914 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00025/00625 | lr 1.440e-03 | atrl 1.951e+00 | trl0 1.945e+00 | nm 9.425e+01 | nmx 1.030e-01 | 
+2025-11-24 14:59:31,656 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00026/00625 | lr 1.440e-03 | atrl 1.933e+00 | trl0 1.928e+00 | nm 9.425e+01 | nmx 1.051e-01 | 
+2025-11-24 14:59:35,398 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00027/00625 | lr 1.440e-03 | atrl 1.906e+00 | trl0 1.901e+00 | nm 9.425e+01 | nmx 1.071e-01 | 
+2025-11-24 14:59:39,140 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00028/00625 | lr 1.440e-03 | atrl 1.889e+00 | trl0 1.882e+00 | nm 9.425e+01 | nmx 1.091e-01 | 
+2025-11-24 14:59:42,880 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 093/100 | step 00029/00625 | lr 1.440e-03 | atrl 1.924e+00 | trl0 1.917e+00 | nm 9.425e+01 | nmx 1.109e-01 | 
+2025-11-24 14:59:43,463 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 14:59:43,464 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 14:59:43,464 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 14:59:43,464 | INFO | Starting EoS for checkpoint 92
+2025-11-24 14:59:43,464 | INFO | Starting EoS for model resnet50
+2025-11-24 14:59:43,844 | INFO | Model state successfully loaded
+2025-11-24 14:59:44,101 | INFO | Wrapped model with DDP
+2025-11-24 14:59:44,104 | INFO | Current learning rate: 0.0012000000000000001
+2025-11-24 14:59:44,104 | INFO | Original learning rate: 0.0012000000000000001
+2025-11-24 14:59:44,107 | INFO | 🎯 Momentum Information:
+2025-11-24 14:59:44,107 | INFO |   Extracted vectors: 161
+2025-11-24 14:59:44,107 | INFO |   Has momentum state: True
+2025-11-24 14:59:51,564 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00000/00625 | lr 1.200e-03 | atrl 1.892e+00 | trl0 1.892e+00 | nm 9.425e+01 | nmx 5.276e-03 | 
+2025-11-24 14:59:55,307 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00001/00625 | lr 1.200e-03 | atrl 1.830e+00 | trl0 1.830e+00 | nm 9.425e+01 | nmx 1.026e-02 | 
+2025-11-24 14:59:59,050 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00002/00625 | lr 1.200e-03 | atrl 1.931e+00 | trl0 1.932e+00 | nm 9.425e+01 | nmx 1.508e-02 | 
+2025-11-24 15:00:02,793 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00003/00625 | lr 1.200e-03 | atrl 1.867e+00 | trl0 1.867e+00 | nm 9.425e+01 | nmx 1.975e-02 | 
+2025-11-24 15:00:06,537 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00004/00625 | lr 1.200e-03 | atrl 1.912e+00 | trl0 1.912e+00 | nm 9.425e+01 | nmx 2.422e-02 | 
+2025-11-24 15:00:10,277 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00005/00625 | lr 1.200e-03 | atrl 1.904e+00 | trl0 1.904e+00 | nm 9.425e+01 | nmx 2.856e-02 | 
+2025-11-24 15:00:14,019 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00006/00625 | lr 1.200e-03 | atrl 1.883e+00 | trl0 1.882e+00 | nm 9.425e+01 | nmx 3.274e-02 | 
+2025-11-24 15:00:17,760 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00007/00625 | lr 1.200e-03 | atrl 1.853e+00 | trl0 1.852e+00 | nm 9.425e+01 | nmx 3.675e-02 | 
+2025-11-24 15:00:21,501 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00008/00625 | lr 1.200e-03 | atrl 1.952e+00 | trl0 1.952e+00 | nm 9.425e+01 | nmx 4.063e-02 | 
+2025-11-24 15:00:25,244 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00009/00625 | lr 1.200e-03 | atrl 1.895e+00 | trl0 1.894e+00 | nm 9.425e+01 | nmx 4.436e-02 | 
+2025-11-24 15:00:28,987 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00010/00625 | lr 1.200e-03 | atrl 1.913e+00 | trl0 1.912e+00 | nm 9.425e+01 | nmx 4.796e-02 | 
+2025-11-24 15:00:32,729 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00011/00625 | lr 1.200e-03 | atrl 1.901e+00 | trl0 1.900e+00 | nm 9.425e+01 | nmx 5.140e-02 | 
+2025-11-24 15:00:36,471 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00012/00625 | lr 1.200e-03 | atrl 1.908e+00 | trl0 1.907e+00 | nm 9.425e+01 | nmx 5.473e-02 | 
+2025-11-24 15:00:40,214 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00013/00625 | lr 1.200e-03 | atrl 1.878e+00 | trl0 1.877e+00 | nm 9.425e+01 | nmx 5.793e-02 | 
+2025-11-24 15:00:43,956 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00014/00625 | lr 1.200e-03 | atrl 1.894e+00 | trl0 1.893e+00 | nm 9.425e+01 | nmx 6.102e-02 | 
+2025-11-24 15:00:47,699 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00015/00625 | lr 1.200e-03 | atrl 1.893e+00 | trl0 1.892e+00 | nm 9.425e+01 | nmx 6.398e-02 | 
+2025-11-24 15:00:51,440 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00016/00625 | lr 1.200e-03 | atrl 1.913e+00 | trl0 1.912e+00 | nm 9.425e+01 | nmx 6.682e-02 | 
+2025-11-24 15:00:55,182 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00017/00625 | lr 1.200e-03 | atrl 1.889e+00 | trl0 1.887e+00 | nm 9.425e+01 | nmx 6.954e-02 | 
+2025-11-24 15:00:58,925 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00018/00625 | lr 1.200e-03 | atrl 1.897e+00 | trl0 1.894e+00 | nm 9.425e+01 | nmx 7.214e-02 | 
+2025-11-24 15:01:02,667 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00019/00625 | lr 1.200e-03 | atrl 1.905e+00 | trl0 1.902e+00 | nm 9.425e+01 | nmx 7.463e-02 | 
+2025-11-24 15:01:06,410 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00020/00625 | lr 1.200e-03 | atrl 1.880e+00 | trl0 1.877e+00 | nm 9.425e+01 | nmx 7.701e-02 | 
+2025-11-24 15:01:10,154 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00021/00625 | lr 1.200e-03 | atrl 1.880e+00 | trl0 1.877e+00 | nm 9.425e+01 | nmx 7.930e-02 | 
+2025-11-24 15:01:13,896 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00022/00625 | lr 1.200e-03 | atrl 1.980e+00 | trl0 1.975e+00 | nm 9.425e+01 | nmx 8.149e-02 | 
+2025-11-24 15:01:17,637 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00023/00625 | lr 1.200e-03 | atrl 1.875e+00 | trl0 1.873e+00 | nm 9.425e+01 | nmx 8.360e-02 | 
+2025-11-24 15:01:21,381 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00024/00625 | lr 1.200e-03 | atrl 1.947e+00 | trl0 1.944e+00 | nm 9.425e+01 | nmx 8.563e-02 | 
+2025-11-24 15:01:25,122 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00025/00625 | lr 1.200e-03 | atrl 1.949e+00 | trl0 1.945e+00 | nm 9.425e+01 | nmx 8.759e-02 | 
+2025-11-24 15:01:28,862 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00026/00625 | lr 1.200e-03 | atrl 1.932e+00 | trl0 1.928e+00 | nm 9.425e+01 | nmx 8.948e-02 | 
+2025-11-24 15:01:32,603 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00027/00625 | lr 1.200e-03 | atrl 1.904e+00 | trl0 1.901e+00 | nm 9.425e+01 | nmx 9.131e-02 | 
+2025-11-24 15:01:36,343 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00028/00625 | lr 1.200e-03 | atrl 1.887e+00 | trl0 1.882e+00 | nm 9.425e+01 | nmx 9.306e-02 | 
+2025-11-24 15:01:40,084 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 093/100 | step 00029/00625 | lr 1.200e-03 | atrl 1.922e+00 | trl0 1.917e+00 | nm 9.425e+01 | nmx 9.474e-02 | 
+2025-11-24 15:01:40,286 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 15:01:40,286 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 15:01:40,286 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 15:01:40,286 | INFO | Starting EoS for checkpoint 92
+2025-11-24 15:01:40,286 | INFO | Starting EoS for model resnet50
+2025-11-24 15:01:40,667 | INFO | Model state successfully loaded
+2025-11-24 15:01:41,229 | INFO | Wrapped model with DDP
+2025-11-24 15:01:41,232 | INFO | Current learning rate: 0.00096
+2025-11-24 15:01:41,232 | INFO | Original learning rate: 0.0012000000000000001
+2025-11-24 15:01:41,235 | INFO | 🎯 Momentum Information:
+2025-11-24 15:01:41,235 | INFO |   Extracted vectors: 161
+2025-11-24 15:01:41,235 | INFO |   Has momentum state: True
+2025-11-24 15:01:48,661 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00000/00625 | lr 9.600e-04 | atrl 1.892e+00 | trl0 1.892e+00 | nm 9.425e+01 | nmx 4.221e-03 | 
+2025-11-24 15:01:52,404 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00001/00625 | lr 9.600e-04 | atrl 1.830e+00 | trl0 1.830e+00 | nm 9.425e+01 | nmx 8.212e-03 | 
+2025-11-24 15:01:56,146 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00002/00625 | lr 9.600e-04 | atrl 1.931e+00 | trl0 1.932e+00 | nm 9.425e+01 | nmx 1.207e-02 | 
+2025-11-24 15:01:59,890 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00003/00625 | lr 9.600e-04 | atrl 1.867e+00 | trl0 1.867e+00 | nm 9.425e+01 | nmx 1.581e-02 | 
+2025-11-24 15:02:03,632 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00004/00625 | lr 9.600e-04 | atrl 1.912e+00 | trl0 1.912e+00 | nm 9.425e+01 | nmx 1.940e-02 | 
+2025-11-24 15:02:07,374 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00005/00625 | lr 9.600e-04 | atrl 1.904e+00 | trl0 1.904e+00 | nm 9.425e+01 | nmx 2.289e-02 | 
+2025-11-24 15:02:11,117 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00006/00625 | lr 9.600e-04 | atrl 1.883e+00 | trl0 1.882e+00 | nm 9.425e+01 | nmx 2.625e-02 | 
+2025-11-24 15:02:14,859 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00007/00625 | lr 9.600e-04 | atrl 1.852e+00 | trl0 1.852e+00 | nm 9.425e+01 | nmx 2.949e-02 | 
+2025-11-24 15:02:18,600 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00008/00625 | lr 9.600e-04 | atrl 1.952e+00 | trl0 1.952e+00 | nm 9.425e+01 | nmx 3.262e-02 | 
+2025-11-24 15:02:22,343 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00009/00625 | lr 9.600e-04 | atrl 1.895e+00 | trl0 1.894e+00 | nm 9.425e+01 | nmx 3.565e-02 | 
+2025-11-24 15:02:26,083 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00010/00625 | lr 9.600e-04 | atrl 1.912e+00 | trl0 1.912e+00 | nm 9.425e+01 | nmx 3.857e-02 | 
+2025-11-24 15:02:29,826 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00011/00625 | lr 9.600e-04 | atrl 1.900e+00 | trl0 1.900e+00 | nm 9.425e+01 | nmx 4.138e-02 | 
+2025-11-24 15:02:33,569 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00012/00625 | lr 9.600e-04 | atrl 1.907e+00 | trl0 1.907e+00 | nm 9.425e+01 | nmx 4.410e-02 | 
+2025-11-24 15:02:37,311 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00013/00625 | lr 9.600e-04 | atrl 1.877e+00 | trl0 1.877e+00 | nm 9.425e+01 | nmx 4.672e-02 | 
+2025-11-24 15:02:41,053 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00014/00625 | lr 9.600e-04 | atrl 1.894e+00 | trl0 1.893e+00 | nm 9.425e+01 | nmx 4.926e-02 | 
+2025-11-24 15:02:44,795 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00015/00625 | lr 9.600e-04 | atrl 1.892e+00 | trl0 1.892e+00 | nm 9.425e+01 | nmx 5.170e-02 | 
+2025-11-24 15:02:48,536 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00016/00625 | lr 9.600e-04 | atrl 1.913e+00 | trl0 1.912e+00 | nm 9.425e+01 | nmx 5.405e-02 | 
+2025-11-24 15:02:52,279 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00017/00625 | lr 9.600e-04 | atrl 1.889e+00 | trl0 1.887e+00 | nm 9.425e+01 | nmx 5.632e-02 | 
+2025-11-24 15:02:56,023 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00018/00625 | lr 9.600e-04 | atrl 1.896e+00 | trl0 1.894e+00 | nm 9.425e+01 | nmx 5.849e-02 | 
+2025-11-24 15:02:59,765 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00019/00625 | lr 9.600e-04 | atrl 1.904e+00 | trl0 1.902e+00 | nm 9.425e+01 | nmx 6.057e-02 | 
+2025-11-24 15:03:03,507 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00020/00625 | lr 9.600e-04 | atrl 1.879e+00 | trl0 1.877e+00 | nm 9.425e+01 | nmx 6.258e-02 | 
+2025-11-24 15:03:07,248 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00021/00625 | lr 9.600e-04 | atrl 1.879e+00 | trl0 1.877e+00 | nm 9.425e+01 | nmx 6.451e-02 | 
+2025-11-24 15:03:10,990 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00022/00625 | lr 9.600e-04 | atrl 1.978e+00 | trl0 1.975e+00 | nm 9.425e+01 | nmx 6.637e-02 | 
+2025-11-24 15:03:14,733 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00023/00625 | lr 9.600e-04 | atrl 1.874e+00 | trl0 1.873e+00 | nm 9.425e+01 | nmx 6.816e-02 | 
+2025-11-24 15:03:18,477 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00024/00625 | lr 9.600e-04 | atrl 1.946e+00 | trl0 1.944e+00 | nm 9.425e+01 | nmx 6.990e-02 | 
+2025-11-24 15:03:22,219 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00025/00625 | lr 9.600e-04 | atrl 1.948e+00 | trl0 1.945e+00 | nm 9.425e+01 | nmx 7.157e-02 | 
+2025-11-24 15:03:25,960 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00026/00625 | lr 9.600e-04 | atrl 1.930e+00 | trl0 1.928e+00 | nm 9.425e+01 | nmx 7.319e-02 | 
+2025-11-24 15:03:29,703 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00027/00625 | lr 9.600e-04 | atrl 1.903e+00 | trl0 1.901e+00 | nm 9.425e+01 | nmx 7.477e-02 | 
+2025-11-24 15:03:33,445 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00028/00625 | lr 9.600e-04 | atrl 1.886e+00 | trl0 1.882e+00 | nm 9.425e+01 | nmx 7.629e-02 | 
+2025-11-24 15:03:37,188 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 093/100 | step 00029/00625 | lr 9.600e-04 | atrl 1.920e+00 | trl0 1.917e+00 | nm 9.425e+01 | nmx 7.774e-02 | 
+2025-11-24 15:03:37,390 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 15:03:37,390 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 15:03:37,390 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 15:03:37,390 | INFO | Starting EoS for checkpoint 92
+2025-11-24 15:03:37,391 | INFO | Starting EoS for model resnet50
+2025-11-24 15:03:37,767 | INFO | Model state successfully loaded
+2025-11-24 15:03:38,329 | INFO | Wrapped model with DDP
+2025-11-24 15:03:38,332 | INFO | Current learning rate: 0.00072
+2025-11-24 15:03:38,332 | INFO | Original learning rate: 0.0012000000000000001
+2025-11-24 15:03:38,335 | INFO | 🎯 Momentum Information:
+2025-11-24 15:03:38,335 | INFO |   Extracted vectors: 161
+2025-11-24 15:03:38,335 | INFO |   Has momentum state: True
+2025-11-24 15:03:45,757 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00000/00625 | lr 7.200e-04 | atrl 1.892e+00 | trl0 1.892e+00 | nm 9.425e+01 | nmx 3.165e-03 | 
+2025-11-24 15:03:49,501 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00001/00625 | lr 7.200e-04 | atrl 1.830e+00 | trl0 1.830e+00 | nm 9.425e+01 | nmx 6.160e-03 | 
+2025-11-24 15:03:53,243 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00002/00625 | lr 7.200e-04 | atrl 1.931e+00 | trl0 1.932e+00 | nm 9.425e+01 | nmx 9.057e-03 | 
+2025-11-24 15:03:56,984 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00003/00625 | lr 7.200e-04 | atrl 1.867e+00 | trl0 1.867e+00 | nm 9.425e+01 | nmx 1.187e-02 | 
+2025-11-24 15:04:00,726 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00004/00625 | lr 7.200e-04 | atrl 1.912e+00 | trl0 1.912e+00 | nm 9.425e+01 | nmx 1.457e-02 | 
+2025-11-24 15:04:04,468 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00005/00625 | lr 7.200e-04 | atrl 1.904e+00 | trl0 1.904e+00 | nm 9.425e+01 | nmx 1.720e-02 | 
+2025-11-24 15:04:08,209 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00006/00625 | lr 7.200e-04 | atrl 1.882e+00 | trl0 1.882e+00 | nm 9.425e+01 | nmx 1.974e-02 | 
+2025-11-24 15:04:11,951 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00007/00625 | lr 7.200e-04 | atrl 1.852e+00 | trl0 1.852e+00 | nm 9.425e+01 | nmx 2.218e-02 | 
+2025-11-24 15:04:15,694 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 093/100 | step 00008/00625 | lr 7.200e-04 | atrl 1.952e+00 | trl0 1.952e+00 | nm 9.425e+01 | nmx 2.456e-02 | 
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stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-98/train.jsonl

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stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/eos_al/ckpt-98/train.log

@@ -0,0 +1,211 @@
+2025-11-24 15:15:50,780 | INFO | LR factors: [1.4 1.2 1.  0.8 0.6]
+2025-11-24 15:15:52,846 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 15:15:52,846 | INFO | Starting LR test 1/5: lr=1.4000
+2025-11-24 15:15:52,846 | INFO | Starting EoS for LR factor 1.4000
+2025-11-24 15:15:52,846 | INFO | Starting EoS for checkpoint 98
+2025-11-24 15:15:52,846 | INFO | Starting EoS for model resnet50
+2025-11-24 15:15:53,247 | INFO | Model state successfully loaded
+2025-11-24 15:15:55,007 | INFO | Wrapped model with DDP
+2025-11-24 15:15:55,009 | INFO | Current learning rate: 0.00168
+2025-11-24 15:15:55,009 | INFO | Original learning rate: 0.0012000000000000001
+2025-11-24 15:15:55,035 | INFO | 🎯 Momentum Information:
+2025-11-24 15:15:55,035 | INFO |   Extracted vectors: 161
+2025-11-24 15:15:55,035 | INFO |   Has momentum state: True
+2025-11-24 15:16:04,916 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00000/00625 | lr 1.680e-03 | atrl 1.912e+00 | trl0 1.912e+00 | nm 9.395e+01 | nmx 7.641e-03 | 
+2025-11-24 15:16:08,663 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00001/00625 | lr 1.680e-03 | atrl 1.907e+00 | trl0 1.907e+00 | nm 9.395e+01 | nmx 1.489e-02 | 
+2025-11-24 15:16:12,405 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00002/00625 | lr 1.680e-03 | atrl 1.828e+00 | trl0 1.828e+00 | nm 9.395e+01 | nmx 2.185e-02 | 
+2025-11-24 15:16:16,147 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00003/00625 | lr 1.680e-03 | atrl 1.848e+00 | trl0 1.848e+00 | nm 9.395e+01 | nmx 2.853e-02 | 
+2025-11-24 15:16:19,888 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00004/00625 | lr 1.680e-03 | atrl 1.911e+00 | trl0 1.910e+00 | nm 9.395e+01 | nmx 3.489e-02 | 
+2025-11-24 15:16:23,631 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00005/00625 | lr 1.680e-03 | atrl 1.885e+00 | trl0 1.884e+00 | nm 9.395e+01 | nmx 4.096e-02 | 
+2025-11-24 15:16:27,373 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00006/00625 | lr 1.680e-03 | atrl 1.879e+00 | trl0 1.877e+00 | nm 9.395e+01 | nmx 4.675e-02 | 
+2025-11-24 15:16:31,115 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00007/00625 | lr 1.680e-03 | atrl 1.867e+00 | trl0 1.866e+00 | nm 9.395e+01 | nmx 5.229e-02 | 
+2025-11-24 15:16:34,855 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00008/00625 | lr 1.680e-03 | atrl 1.860e+00 | trl0 1.859e+00 | nm 9.395e+01 | nmx 5.762e-02 | 
+2025-11-24 15:16:38,597 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00009/00625 | lr 1.680e-03 | atrl 1.838e+00 | trl0 1.836e+00 | nm 9.395e+01 | nmx 6.271e-02 | 
+2025-11-24 15:16:42,339 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00010/00625 | lr 1.680e-03 | atrl 1.905e+00 | trl0 1.903e+00 | nm 9.395e+01 | nmx 6.759e-02 | 
+2025-11-24 15:16:46,080 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00011/00625 | lr 1.680e-03 | atrl 1.908e+00 | trl0 1.905e+00 | nm 9.395e+01 | nmx 7.224e-02 | 
+2025-11-24 15:16:49,820 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00012/00625 | lr 1.680e-03 | atrl 1.864e+00 | trl0 1.861e+00 | nm 9.395e+01 | nmx 7.668e-02 | 
+2025-11-24 15:16:53,563 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00013/00625 | lr 1.680e-03 | atrl 1.862e+00 | trl0 1.858e+00 | nm 9.395e+01 | nmx 8.090e-02 | 
+2025-11-24 15:16:57,304 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00014/00625 | lr 1.680e-03 | atrl 1.890e+00 | trl0 1.887e+00 | nm 9.395e+01 | nmx 8.492e-02 | 
+2025-11-24 15:17:01,044 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00015/00625 | lr 1.680e-03 | atrl 1.896e+00 | trl0 1.892e+00 | nm 9.395e+01 | nmx 8.877e-02 | 
+2025-11-24 15:17:04,786 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00016/00625 | lr 1.680e-03 | atrl 1.931e+00 | trl0 1.926e+00 | nm 9.395e+01 | nmx 9.244e-02 | 
+2025-11-24 15:17:08,526 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00017/00625 | lr 1.680e-03 | atrl 1.931e+00 | trl0 1.926e+00 | nm 9.395e+01 | nmx 9.594e-02 | 
+2025-11-24 15:17:12,269 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00018/00625 | lr 1.680e-03 | atrl 1.913e+00 | trl0 1.909e+00 | nm 9.395e+01 | nmx 9.930e-02 | 
+2025-11-24 15:17:16,010 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00019/00625 | lr 1.680e-03 | atrl 1.890e+00 | trl0 1.885e+00 | nm 9.395e+01 | nmx 1.025e-01 | 
+2025-11-24 15:17:19,750 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00020/00625 | lr 1.680e-03 | atrl 1.892e+00 | trl0 1.886e+00 | nm 9.395e+01 | nmx 1.056e-01 | 
+2025-11-24 15:17:23,495 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00021/00625 | lr 1.680e-03 | atrl 1.954e+00 | trl0 1.946e+00 | nm 9.395e+01 | nmx 1.085e-01 | 
+2025-11-24 15:17:27,236 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00022/00625 | lr 1.680e-03 | atrl 1.927e+00 | trl0 1.920e+00 | nm 9.395e+01 | nmx 1.112e-01 | 
+2025-11-24 15:17:30,977 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00023/00625 | lr 1.680e-03 | atrl 1.849e+00 | trl0 1.840e+00 | nm 9.395e+01 | nmx 1.138e-01 | 
+2025-11-24 15:17:34,717 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00024/00625 | lr 1.680e-03 | atrl 1.893e+00 | trl0 1.885e+00 | nm 9.395e+01 | nmx 1.162e-01 | 
+2025-11-24 15:17:38,462 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00025/00625 | lr 1.680e-03 | atrl 1.924e+00 | trl0 1.916e+00 | nm 9.395e+01 | nmx 1.186e-01 | 
+2025-11-24 15:17:42,204 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00026/00625 | lr 1.680e-03 | atrl 1.888e+00 | trl0 1.882e+00 | nm 9.395e+01 | nmx 1.208e-01 | 
+2025-11-24 15:17:45,944 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00027/00625 | lr 1.680e-03 | atrl 1.837e+00 | trl0 1.830e+00 | nm 9.395e+01 | nmx 1.230e-01 | 
+2025-11-24 15:17:49,685 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00028/00625 | lr 1.680e-03 | atrl 1.856e+00 | trl0 1.848e+00 | nm 9.395e+01 | nmx 1.251e-01 | 
+2025-11-24 15:17:53,426 | INFO | exp_idx (0, 5) | lr_factor 1.400e+00 | epoch 099/100 | step 00029/00625 | lr 1.680e-03 | atrl 1.909e+00 | trl0 1.898e+00 | nm 9.395e+01 | nmx 1.270e-01 | 
+2025-11-24 15:17:53,777 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 15:17:53,777 | INFO | Starting LR test 2/5: lr=1.2000
+2025-11-24 15:17:53,777 | INFO | Starting EoS for LR factor 1.2000
+2025-11-24 15:17:53,777 | INFO | Starting EoS for checkpoint 98
+2025-11-24 15:17:53,777 | INFO | Starting EoS for model resnet50
+2025-11-24 15:17:54,161 | INFO | Model state successfully loaded
+2025-11-24 15:17:54,348 | INFO | Wrapped model with DDP
+2025-11-24 15:17:54,350 | INFO | Current learning rate: 0.00144
+2025-11-24 15:17:54,350 | INFO | Original learning rate: 0.0012000000000000001
+2025-11-24 15:17:54,434 | INFO | 🎯 Momentum Information:
+2025-11-24 15:17:54,434 | INFO |   Extracted vectors: 161
+2025-11-24 15:17:54,434 | INFO |   Has momentum state: True
+2025-11-24 15:18:02,211 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00000/00625 | lr 1.440e-03 | atrl 1.912e+00 | trl0 1.912e+00 | nm 9.395e+01 | nmx 6.550e-03 | 
+2025-11-24 15:18:05,952 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00001/00625 | lr 1.440e-03 | atrl 1.907e+00 | trl0 1.907e+00 | nm 9.395e+01 | nmx 1.276e-02 | 
+2025-11-24 15:18:09,695 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00002/00625 | lr 1.440e-03 | atrl 1.828e+00 | trl0 1.828e+00 | nm 9.395e+01 | nmx 1.874e-02 | 
+2025-11-24 15:18:13,434 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00003/00625 | lr 1.440e-03 | atrl 1.848e+00 | trl0 1.848e+00 | nm 9.395e+01 | nmx 2.448e-02 | 
+2025-11-24 15:18:17,176 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00004/00625 | lr 1.440e-03 | atrl 1.910e+00 | trl0 1.910e+00 | nm 9.395e+01 | nmx 2.995e-02 | 
+2025-11-24 15:18:20,923 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00005/00625 | lr 1.440e-03 | atrl 1.885e+00 | trl0 1.884e+00 | nm 9.395e+01 | nmx 3.517e-02 | 
+2025-11-24 15:18:24,665 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00006/00625 | lr 1.440e-03 | atrl 1.879e+00 | trl0 1.877e+00 | nm 9.395e+01 | nmx 4.017e-02 | 
+2025-11-24 15:18:28,407 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00007/00625 | lr 1.440e-03 | atrl 1.867e+00 | trl0 1.866e+00 | nm 9.395e+01 | nmx 4.496e-02 | 
+2025-11-24 15:18:32,146 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00008/00625 | lr 1.440e-03 | atrl 1.860e+00 | trl0 1.859e+00 | nm 9.395e+01 | nmx 4.957e-02 | 
+2025-11-24 15:18:35,887 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00009/00625 | lr 1.440e-03 | atrl 1.837e+00 | trl0 1.836e+00 | nm 9.395e+01 | nmx 5.400e-02 | 
+2025-11-24 15:18:39,629 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00010/00625 | lr 1.440e-03 | atrl 1.904e+00 | trl0 1.903e+00 | nm 9.395e+01 | nmx 5.824e-02 | 
+2025-11-24 15:18:43,372 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00011/00625 | lr 1.440e-03 | atrl 1.907e+00 | trl0 1.905e+00 | nm 9.395e+01 | nmx 6.230e-02 | 
+2025-11-24 15:18:47,112 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00012/00625 | lr 1.440e-03 | atrl 1.863e+00 | trl0 1.861e+00 | nm 9.395e+01 | nmx 6.619e-02 | 
+2025-11-24 15:18:50,854 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00013/00625 | lr 1.440e-03 | atrl 1.861e+00 | trl0 1.858e+00 | nm 9.395e+01 | nmx 6.989e-02 | 
+2025-11-24 15:18:54,595 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00014/00625 | lr 1.440e-03 | atrl 1.889e+00 | trl0 1.887e+00 | nm 9.395e+01 | nmx 7.343e-02 | 
+2025-11-24 15:18:58,339 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00015/00625 | lr 1.440e-03 | atrl 1.895e+00 | trl0 1.892e+00 | nm 9.395e+01 | nmx 7.682e-02 | 
+2025-11-24 15:19:02,081 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00016/00625 | lr 1.440e-03 | atrl 1.929e+00 | trl0 1.926e+00 | nm 9.395e+01 | nmx 8.008e-02 | 
+2025-11-24 15:19:05,822 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00017/00625 | lr 1.440e-03 | atrl 1.930e+00 | trl0 1.926e+00 | nm 9.395e+01 | nmx 8.319e-02 | 
+2025-11-24 15:19:09,562 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00018/00625 | lr 1.440e-03 | atrl 1.912e+00 | trl0 1.909e+00 | nm 9.395e+01 | nmx 8.619e-02 | 
+2025-11-24 15:19:13,306 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00019/00625 | lr 1.440e-03 | atrl 1.889e+00 | trl0 1.885e+00 | nm 9.395e+01 | nmx 8.907e-02 | 
+2025-11-24 15:19:17,049 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00020/00625 | lr 1.440e-03 | atrl 1.890e+00 | trl0 1.886e+00 | nm 9.395e+01 | nmx 9.182e-02 | 
+2025-11-24 15:19:20,789 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00021/00625 | lr 1.440e-03 | atrl 1.952e+00 | trl0 1.946e+00 | nm 9.395e+01 | nmx 9.444e-02 | 
+2025-11-24 15:19:24,529 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00022/00625 | lr 1.440e-03 | atrl 1.926e+00 | trl0 1.920e+00 | nm 9.395e+01 | nmx 9.693e-02 | 
+2025-11-24 15:19:28,271 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00023/00625 | lr 1.440e-03 | atrl 1.847e+00 | trl0 1.840e+00 | nm 9.395e+01 | nmx 9.930e-02 | 
+2025-11-24 15:19:32,012 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00024/00625 | lr 1.440e-03 | atrl 1.891e+00 | trl0 1.885e+00 | nm 9.395e+01 | nmx 1.015e-01 | 
+2025-11-24 15:19:35,751 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00025/00625 | lr 1.440e-03 | atrl 1.922e+00 | trl0 1.916e+00 | nm 9.395e+01 | nmx 1.037e-01 | 
+2025-11-24 15:19:39,493 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00026/00625 | lr 1.440e-03 | atrl 1.886e+00 | trl0 1.882e+00 | nm 9.395e+01 | nmx 1.058e-01 | 
+2025-11-24 15:19:43,232 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00027/00625 | lr 1.440e-03 | atrl 1.835e+00 | trl0 1.830e+00 | nm 9.395e+01 | nmx 1.078e-01 | 
+2025-11-24 15:19:46,972 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00028/00625 | lr 1.440e-03 | atrl 1.854e+00 | trl0 1.848e+00 | nm 9.395e+01 | nmx 1.097e-01 | 
+2025-11-24 15:19:50,711 | INFO | exp_idx (1, 5) | lr_factor 1.200e+00 | epoch 099/100 | step 00029/00625 | lr 1.440e-03 | atrl 1.906e+00 | trl0 1.898e+00 | nm 9.395e+01 | nmx 1.115e-01 | 
+2025-11-24 15:19:51,281 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 15:19:51,282 | INFO | Starting LR test 3/5: lr=1.0000
+2025-11-24 15:19:51,282 | INFO | Starting EoS for LR factor 1.0000
+2025-11-24 15:19:51,282 | INFO | Starting EoS for checkpoint 98
+2025-11-24 15:19:51,282 | INFO | Starting EoS for model resnet50
+2025-11-24 15:19:51,664 | INFO | Model state successfully loaded
+2025-11-24 15:19:51,946 | INFO | Wrapped model with DDP
+2025-11-24 15:19:51,948 | INFO | Current learning rate: 0.0012000000000000001
+2025-11-24 15:19:51,948 | INFO | Original learning rate: 0.0012000000000000001
+2025-11-24 15:19:51,951 | INFO | 🎯 Momentum Information:
+2025-11-24 15:19:51,951 | INFO |   Extracted vectors: 161
+2025-11-24 15:19:51,951 | INFO |   Has momentum state: True
+2025-11-24 15:19:59,324 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00000/00625 | lr 1.200e-03 | atrl 1.912e+00 | trl0 1.912e+00 | nm 9.395e+01 | nmx 5.458e-03 | 
+2025-11-24 15:20:03,064 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00001/00625 | lr 1.200e-03 | atrl 1.907e+00 | trl0 1.907e+00 | nm 9.395e+01 | nmx 1.064e-02 | 
+2025-11-24 15:20:06,805 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00002/00625 | lr 1.200e-03 | atrl 1.828e+00 | trl0 1.828e+00 | nm 9.395e+01 | nmx 1.562e-02 | 
+2025-11-24 15:20:10,547 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00003/00625 | lr 1.200e-03 | atrl 1.848e+00 | trl0 1.848e+00 | nm 9.395e+01 | nmx 2.042e-02 | 
+2025-11-24 15:20:14,287 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00004/00625 | lr 1.200e-03 | atrl 1.910e+00 | trl0 1.910e+00 | nm 9.395e+01 | nmx 2.499e-02 | 
+2025-11-24 15:20:18,029 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00005/00625 | lr 1.200e-03 | atrl 1.884e+00 | trl0 1.884e+00 | nm 9.395e+01 | nmx 2.937e-02 | 
+2025-11-24 15:20:21,768 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00006/00625 | lr 1.200e-03 | atrl 1.878e+00 | trl0 1.877e+00 | nm 9.395e+01 | nmx 3.356e-02 | 
+2025-11-24 15:20:25,507 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00007/00625 | lr 1.200e-03 | atrl 1.866e+00 | trl0 1.866e+00 | nm 9.395e+01 | nmx 3.759e-02 | 
+2025-11-24 15:20:29,247 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00008/00625 | lr 1.200e-03 | atrl 1.859e+00 | trl0 1.859e+00 | nm 9.395e+01 | nmx 4.147e-02 | 
+2025-11-24 15:20:32,988 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00009/00625 | lr 1.200e-03 | atrl 1.837e+00 | trl0 1.836e+00 | nm 9.395e+01 | nmx 4.520e-02 | 
+2025-11-24 15:20:36,729 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00010/00625 | lr 1.200e-03 | atrl 1.904e+00 | trl0 1.903e+00 | nm 9.395e+01 | nmx 4.880e-02 | 
+2025-11-24 15:20:40,469 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00011/00625 | lr 1.200e-03 | atrl 1.906e+00 | trl0 1.905e+00 | nm 9.395e+01 | nmx 5.224e-02 | 
+2025-11-24 15:20:44,208 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00012/00625 | lr 1.200e-03 | atrl 1.862e+00 | trl0 1.861e+00 | nm 9.395e+01 | nmx 5.554e-02 | 
+2025-11-24 15:20:47,950 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00013/00625 | lr 1.200e-03 | atrl 1.860e+00 | trl0 1.858e+00 | nm 9.395e+01 | nmx 5.870e-02 | 
+2025-11-24 15:20:51,690 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00014/00625 | lr 1.200e-03 | atrl 1.889e+00 | trl0 1.887e+00 | nm 9.395e+01 | nmx 6.173e-02 | 
+2025-11-24 15:20:55,430 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00015/00625 | lr 1.200e-03 | atrl 1.894e+00 | trl0 1.892e+00 | nm 9.395e+01 | nmx 6.465e-02 | 
+2025-11-24 15:20:59,171 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00016/00625 | lr 1.200e-03 | atrl 1.928e+00 | trl0 1.926e+00 | nm 9.395e+01 | nmx 6.745e-02 | 
+2025-11-24 15:21:02,912 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00017/00625 | lr 1.200e-03 | atrl 1.929e+00 | trl0 1.926e+00 | nm 9.395e+01 | nmx 7.015e-02 | 
+2025-11-24 15:21:06,661 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00018/00625 | lr 1.200e-03 | atrl 1.911e+00 | trl0 1.909e+00 | nm 9.395e+01 | nmx 7.275e-02 | 
+2025-11-24 15:21:10,402 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00019/00625 | lr 1.200e-03 | atrl 1.887e+00 | trl0 1.885e+00 | nm 9.395e+01 | nmx 7.526e-02 | 
+2025-11-24 15:21:14,143 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00020/00625 | lr 1.200e-03 | atrl 1.889e+00 | trl0 1.886e+00 | nm 9.395e+01 | nmx 7.766e-02 | 
+2025-11-24 15:21:17,883 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00021/00625 | lr 1.200e-03 | atrl 1.950e+00 | trl0 1.946e+00 | nm 9.395e+01 | nmx 7.997e-02 | 
+2025-11-24 15:21:21,626 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00022/00625 | lr 1.200e-03 | atrl 1.924e+00 | trl0 1.920e+00 | nm 9.395e+01 | nmx 8.217e-02 | 
+2025-11-24 15:21:25,366 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00023/00625 | lr 1.200e-03 | atrl 1.845e+00 | trl0 1.840e+00 | nm 9.395e+01 | nmx 8.427e-02 | 
+2025-11-24 15:21:29,105 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00024/00625 | lr 1.200e-03 | atrl 1.889e+00 | trl0 1.885e+00 | nm 9.395e+01 | nmx 8.628e-02 | 
+2025-11-24 15:21:32,844 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00025/00625 | lr 1.200e-03 | atrl 1.920e+00 | trl0 1.916e+00 | nm 9.395e+01 | nmx 8.820e-02 | 
+2025-11-24 15:21:36,583 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00026/00625 | lr 1.200e-03 | atrl 1.885e+00 | trl0 1.882e+00 | nm 9.395e+01 | nmx 9.008e-02 | 
+2025-11-24 15:21:40,324 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00027/00625 | lr 1.200e-03 | atrl 1.834e+00 | trl0 1.830e+00 | nm 9.395e+01 | nmx 9.189e-02 | 
+2025-11-24 15:21:44,064 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00028/00625 | lr 1.200e-03 | atrl 1.852e+00 | trl0 1.848e+00 | nm 9.395e+01 | nmx 9.362e-02 | 
+2025-11-24 15:21:47,803 | INFO | exp_idx (2, 5) | lr_factor 1.000e+00 | epoch 099/100 | step 00029/00625 | lr 1.200e-03 | atrl 1.904e+00 | trl0 1.898e+00 | nm 9.395e+01 | nmx 9.528e-02 | 
+2025-11-24 15:21:48,290 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 15:21:48,291 | INFO | Starting LR test 4/5: lr=0.8000
+2025-11-24 15:21:48,291 | INFO | Starting EoS for LR factor 0.8000
+2025-11-24 15:21:48,291 | INFO | Starting EoS for checkpoint 98
+2025-11-24 15:21:48,291 | INFO | Starting EoS for model resnet50
+2025-11-24 15:21:48,669 | INFO | Model state successfully loaded
+2025-11-24 15:21:48,953 | INFO | Wrapped model with DDP
+2025-11-24 15:21:48,955 | INFO | Current learning rate: 0.00096
+2025-11-24 15:21:48,955 | INFO | Original learning rate: 0.0012000000000000001
+2025-11-24 15:21:48,958 | INFO | 🎯 Momentum Information:
+2025-11-24 15:21:48,958 | INFO |   Extracted vectors: 161
+2025-11-24 15:21:48,958 | INFO |   Has momentum state: True
+2025-11-24 15:21:56,308 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00000/00625 | lr 9.600e-04 | atrl 1.912e+00 | trl0 1.912e+00 | nm 9.395e+01 | nmx 4.366e-03 | 
+2025-11-24 15:22:00,047 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00001/00625 | lr 9.600e-04 | atrl 1.907e+00 | trl0 1.907e+00 | nm 9.395e+01 | nmx 8.512e-03 | 
+2025-11-24 15:22:03,788 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00002/00625 | lr 9.600e-04 | atrl 1.828e+00 | trl0 1.828e+00 | nm 9.395e+01 | nmx 1.251e-02 | 
+2025-11-24 15:22:07,527 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00003/00625 | lr 9.600e-04 | atrl 1.848e+00 | trl0 1.848e+00 | nm 9.395e+01 | nmx 1.635e-02 | 
+2025-11-24 15:22:11,270 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00004/00625 | lr 9.600e-04 | atrl 1.910e+00 | trl0 1.910e+00 | nm 9.395e+01 | nmx 2.002e-02 | 
+2025-11-24 15:22:15,008 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00005/00625 | lr 9.600e-04 | atrl 1.884e+00 | trl0 1.884e+00 | nm 9.395e+01 | nmx 2.354e-02 | 
+2025-11-24 15:22:18,750 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00006/00625 | lr 9.600e-04 | atrl 1.878e+00 | trl0 1.877e+00 | nm 9.395e+01 | nmx 2.691e-02 | 
+2025-11-24 15:22:22,489 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00007/00625 | lr 9.600e-04 | atrl 1.866e+00 | trl0 1.866e+00 | nm 9.395e+01 | nmx 3.016e-02 | 
+2025-11-24 15:22:26,229 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00008/00625 | lr 9.600e-04 | atrl 1.859e+00 | trl0 1.859e+00 | nm 9.395e+01 | nmx 3.330e-02 | 
+2025-11-24 15:22:29,970 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00009/00625 | lr 9.600e-04 | atrl 1.837e+00 | trl0 1.836e+00 | nm 9.395e+01 | nmx 3.633e-02 | 
+2025-11-24 15:22:33,709 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00010/00625 | lr 9.600e-04 | atrl 1.904e+00 | trl0 1.903e+00 | nm 9.395e+01 | nmx 3.925e-02 | 
+2025-11-24 15:22:37,449 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00011/00625 | lr 9.600e-04 | atrl 1.906e+00 | trl0 1.905e+00 | nm 9.395e+01 | nmx 4.205e-02 | 
+2025-11-24 15:22:41,189 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00012/00625 | lr 9.600e-04 | atrl 1.862e+00 | trl0 1.861e+00 | nm 9.395e+01 | nmx 4.475e-02 | 
+2025-11-24 15:22:44,928 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00013/00625 | lr 9.600e-04 | atrl 1.859e+00 | trl0 1.858e+00 | nm 9.395e+01 | nmx 4.734e-02 | 
+2025-11-24 15:22:48,666 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00014/00625 | lr 9.600e-04 | atrl 1.888e+00 | trl0 1.887e+00 | nm 9.395e+01 | nmx 4.983e-02 | 
+2025-11-24 15:22:52,405 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00015/00625 | lr 9.600e-04 | atrl 1.893e+00 | trl0 1.892e+00 | nm 9.395e+01 | nmx 5.223e-02 | 
+2025-11-24 15:22:56,146 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00016/00625 | lr 9.600e-04 | atrl 1.928e+00 | trl0 1.926e+00 | nm 9.395e+01 | nmx 5.455e-02 | 
+2025-11-24 15:22:59,884 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00017/00625 | lr 9.600e-04 | atrl 1.928e+00 | trl0 1.926e+00 | nm 9.395e+01 | nmx 5.679e-02 | 
+2025-11-24 15:23:03,625 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00018/00625 | lr 9.600e-04 | atrl 1.910e+00 | trl0 1.909e+00 | nm 9.395e+01 | nmx 5.896e-02 | 
+2025-11-24 15:23:07,363 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00019/00625 | lr 9.600e-04 | atrl 1.886e+00 | trl0 1.885e+00 | nm 9.395e+01 | nmx 6.106e-02 | 
+2025-11-24 15:23:11,103 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00020/00625 | lr 9.600e-04 | atrl 1.888e+00 | trl0 1.886e+00 | nm 9.395e+01 | nmx 6.308e-02 | 
+2025-11-24 15:23:14,843 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00021/00625 | lr 9.600e-04 | atrl 1.949e+00 | trl0 1.946e+00 | nm 9.395e+01 | nmx 6.502e-02 | 
+2025-11-24 15:23:18,582 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00022/00625 | lr 9.600e-04 | atrl 1.923e+00 | trl0 1.920e+00 | nm 9.395e+01 | nmx 6.689e-02 | 
+2025-11-24 15:23:22,321 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00023/00625 | lr 9.600e-04 | atrl 1.844e+00 | trl0 1.840e+00 | nm 9.395e+01 | nmx 6.868e-02 | 
+2025-11-24 15:23:26,064 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00024/00625 | lr 9.600e-04 | atrl 1.888e+00 | trl0 1.885e+00 | nm 9.395e+01 | nmx 7.040e-02 | 
+2025-11-24 15:23:29,804 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00025/00625 | lr 9.600e-04 | atrl 1.919e+00 | trl0 1.916e+00 | nm 9.395e+01 | nmx 7.206e-02 | 
+2025-11-24 15:23:33,542 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00026/00625 | lr 9.600e-04 | atrl 1.884e+00 | trl0 1.882e+00 | nm 9.395e+01 | nmx 7.367e-02 | 
+2025-11-24 15:23:37,285 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00027/00625 | lr 9.600e-04 | atrl 1.832e+00 | trl0 1.830e+00 | nm 9.395e+01 | nmx 7.524e-02 | 
+2025-11-24 15:23:41,035 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00028/00625 | lr 9.600e-04 | atrl 1.851e+00 | trl0 1.848e+00 | nm 9.395e+01 | nmx 7.675e-02 | 
+2025-11-24 15:23:44,776 | INFO | exp_idx (3, 5) | lr_factor 8.000e-01 | epoch 099/100 | step 00029/00625 | lr 9.600e-04 | atrl 1.902e+00 | trl0 1.898e+00 | nm 9.395e+01 | nmx 7.819e-02 | 
+2025-11-24 15:23:45,262 | INFO | -------------------------------- EoS --------------------------------
+2025-11-24 15:23:45,263 | INFO | Starting LR test 5/5: lr=0.6000
+2025-11-24 15:23:45,263 | INFO | Starting EoS for LR factor 0.6000
+2025-11-24 15:23:45,263 | INFO | Starting EoS for checkpoint 98
+2025-11-24 15:23:45,263 | INFO | Starting EoS for model resnet50
+2025-11-24 15:23:45,637 | INFO | Model state successfully loaded
+2025-11-24 15:23:45,899 | INFO | Wrapped model with DDP
+2025-11-24 15:23:45,901 | INFO | Current learning rate: 0.00072
+2025-11-24 15:23:45,901 | INFO | Original learning rate: 0.0012000000000000001
+2025-11-24 15:23:45,904 | INFO | 🎯 Momentum Information:
+2025-11-24 15:23:45,904 | INFO |   Extracted vectors: 161
+2025-11-24 15:23:45,904 | INFO |   Has momentum state: True
+2025-11-24 15:23:53,400 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00000/00625 | lr 7.200e-04 | atrl 1.912e+00 | trl0 1.912e+00 | nm 9.395e+01 | nmx 3.275e-03 | 
+2025-11-24 15:23:57,139 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00001/00625 | lr 7.200e-04 | atrl 1.907e+00 | trl0 1.907e+00 | nm 9.395e+01 | nmx 6.385e-03 | 
+2025-11-24 15:24:00,877 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00002/00625 | lr 7.200e-04 | atrl 1.828e+00 | trl0 1.828e+00 | nm 9.395e+01 | nmx 9.384e-03 | 
+2025-11-24 15:24:04,617 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00003/00625 | lr 7.200e-04 | atrl 1.848e+00 | trl0 1.848e+00 | nm 9.395e+01 | nmx 1.227e-02 | 
+2025-11-24 15:24:08,355 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00004/00625 | lr 7.200e-04 | atrl 1.910e+00 | trl0 1.910e+00 | nm 9.395e+01 | nmx 1.503e-02 | 
+2025-11-24 15:24:12,096 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00005/00625 | lr 7.200e-04 | atrl 1.884e+00 | trl0 1.884e+00 | nm 9.395e+01 | nmx 1.769e-02 | 
+2025-11-24 15:24:15,836 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00006/00625 | lr 7.200e-04 | atrl 1.878e+00 | trl0 1.877e+00 | nm 9.395e+01 | nmx 2.024e-02 | 
+2025-11-24 15:24:19,575 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00007/00625 | lr 7.200e-04 | atrl 1.866e+00 | trl0 1.866e+00 | nm 9.395e+01 | nmx 2.270e-02 | 
+2025-11-24 15:24:23,314 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00008/00625 | lr 7.200e-04 | atrl 1.859e+00 | trl0 1.859e+00 | nm 9.395e+01 | nmx 2.507e-02 | 
+2025-11-24 15:24:27,055 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00009/00625 | lr 7.200e-04 | atrl 1.837e+00 | trl0 1.836e+00 | nm 9.395e+01 | nmx 2.737e-02 | 
+2025-11-24 15:24:30,794 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00010/00625 | lr 7.200e-04 | atrl 1.903e+00 | trl0 1.903e+00 | nm 9.395e+01 | nmx 2.960e-02 | 
+2025-11-24 15:24:34,534 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00011/00625 | lr 7.200e-04 | atrl 1.905e+00 | trl0 1.905e+00 | nm 9.395e+01 | nmx 3.174e-02 | 
+2025-11-24 15:24:38,274 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00012/00625 | lr 7.200e-04 | atrl 1.862e+00 | trl0 1.861e+00 | nm 9.395e+01 | nmx 3.381e-02 | 
+2025-11-24 15:24:42,014 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00013/00625 | lr 7.200e-04 | atrl 1.859e+00 | trl0 1.858e+00 | nm 9.395e+01 | nmx 3.579e-02 | 
+2025-11-24 15:24:45,754 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00014/00625 | lr 7.200e-04 | atrl 1.887e+00 | trl0 1.887e+00 | nm 9.395e+01 | nmx 3.771e-02 | 
+2025-11-24 15:24:49,496 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00015/00625 | lr 7.200e-04 | atrl 1.892e+00 | trl0 1.892e+00 | nm 9.395e+01 | nmx 3.957e-02 | 
+2025-11-24 15:24:53,237 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00016/00625 | lr 7.200e-04 | atrl 1.927e+00 | trl0 1.926e+00 | nm 9.395e+01 | nmx 4.137e-02 | 
+2025-11-24 15:24:56,975 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00017/00625 | lr 7.200e-04 | atrl 1.927e+00 | trl0 1.926e+00 | nm 9.395e+01 | nmx 4.311e-02 | 
+2025-11-24 15:25:00,716 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00018/00625 | lr 7.200e-04 | atrl 1.909e+00 | trl0 1.909e+00 | nm 9.395e+01 | nmx 4.481e-02 | 
+2025-11-24 15:25:04,457 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00019/00625 | lr 7.200e-04 | atrl 1.885e+00 | trl0 1.885e+00 | nm 9.395e+01 | nmx 4.645e-02 | 
+2025-11-24 15:25:08,197 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00020/00625 | lr 7.200e-04 | atrl 1.887e+00 | trl0 1.886e+00 | nm 9.395e+01 | nmx 4.805e-02 | 
+2025-11-24 15:25:11,937 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00021/00625 | lr 7.200e-04 | atrl 1.947e+00 | trl0 1.946e+00 | nm 9.395e+01 | nmx 4.958e-02 | 
+2025-11-24 15:25:15,678 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00022/00625 | lr 7.200e-04 | atrl 1.922e+00 | trl0 1.920e+00 | nm 9.395e+01 | nmx 5.107e-02 | 
+2025-11-24 15:25:19,417 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00023/00625 | lr 7.200e-04 | atrl 1.842e+00 | trl0 1.840e+00 | nm 9.395e+01 | nmx 5.250e-02 | 
+2025-11-24 15:25:23,156 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00024/00625 | lr 7.200e-04 | atrl 1.887e+00 | trl0 1.885e+00 | nm 9.395e+01 | nmx 5.388e-02 | 
+2025-11-24 15:25:26,899 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00025/00625 | lr 7.200e-04 | atrl 1.918e+00 | trl0 1.916e+00 | nm 9.395e+01 | nmx 5.522e-02 | 
+2025-11-24 15:25:30,640 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00026/00625 | lr 7.200e-04 | atrl 1.883e+00 | trl0 1.882e+00 | nm 9.395e+01 | nmx 5.652e-02 | 
+2025-11-24 15:25:34,380 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00027/00625 | lr 7.200e-04 | atrl 1.831e+00 | trl0 1.830e+00 | nm 9.395e+01 | nmx 5.779e-02 | 
+2025-11-24 15:25:38,121 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00028/00625 | lr 7.200e-04 | atrl 1.850e+00 | trl0 1.848e+00 | nm 9.395e+01 | nmx 5.902e-02 | 
+2025-11-24 15:25:41,863 | INFO | exp_idx (4, 5) | lr_factor 6.000e-01 | epoch 099/100 | step 00029/00625 | lr 7.200e-04 | atrl 1.900e+00 | trl0 1.898e+00 | nm 9.395e+01 | nmx 6.020e-02 | 

stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.2e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250912-171338/script.py

@@ -0,0 +1,469 @@
+# ------------------------------------------ Description ----------------------------------------- #
+
+# This file trains the CV models on different image classification datasets.
+# It uses DDP for distributed training and includes parameter tracking.
+
+# -------------------------------------------- Imports ------------------------------------------- #
+
+# Python modules
+import os
+import sys
+import time
+import wandb 
+import random
+import pathlib
+import numpy as np
+from typing import Any
+from dataclasses import dataclass, field, asdict 
+
+# Pytorch modules
+import torch
+from torch import nn 
+import torch.distributed as dist
+from torch.nn.parallel import DistributedDataParallel as DDP
+from torch.distributed import init_process_group, destroy_process_group
+
+# Hydra modules
+import hydra
+from omegaconf import DictConfig, OmegaConf
+from hydra.core.hydra_config import HydraConfig
+
+# SEOS modules
+from seos.utils.data import load_imagenet_epoch
+from seos.models.resnet import resnet_model_dict
+from seos.utils.logger import Tracker
+from seos.utils.utils import (
+    param_norm, 
+    save_checkpoint, 
+    create_optimizer, 
+    create_scheduler, 
+    main_process
+)
+
+
+# ------------------------------------------------------------------------------------------------ #
+#                                         Helper Functions                                         #
+# ------------------------------------------------------------------------------------------------ #
+
+def accuracy(output, target, topk=(1,)):
+    """Compute accuracy for specified topk."""
+    with torch.no_grad():
+
+        maxk = max(topk)
+        batch_size = target.size(0)
+        
+        _, pred = output.topk(maxk, 1, True, True)
+        pred = pred.t()
+        correct = pred.eq(target.view(1, -1).expand_as(pred))
+        
+        res = []
+        for k in topk:
+
+            correct_k = correct[:k].reshape(-1).float().sum(0, keepdim=True)
+            res.append(correct_k.mul_(100.0 / batch_size).item())
+        
+        return res
+
+def validate(model, val_loader, criterion, device, world_size=1, use_amp=False):
+    """Run validation with proper distributed synchronization."""
+    model.eval()
+    val_loss = 0.0
+    val_acc1 = 0.0
+    val_acc5 = 0.0
+    total_samples = 0
+    
+    with torch.no_grad():
+        for data, target in val_loader:
+            data, target = data.to(device), target.to(device)
+            
+            # Use mixed precision for validation if enabled
+            if use_amp:
+                with torch.amp.autocast(device_type='cuda', dtype=torch.bfloat16, enabled=use_amp):
+                    output = model(data)
+                    loss = criterion(output, target)
+            else:
+                output = model(data)
+                loss = criterion(output, target)
+            
+            batch_size = data.size(0)
+            val_loss += loss.item() * batch_size  # Weight by batch size
+            acc1, acc5 = accuracy(output, target, topk=(1, 5))
+            val_acc1 += acc1 * batch_size  # Weight by batch size  
+            val_acc5 += acc5 * batch_size  # Weight by batch size
+            total_samples += batch_size
+    
+    if world_size > 1:
+        import torch.distributed as dist
+        
+        # Convert to tensors for allreduce
+        metrics = torch.tensor([val_loss, val_acc1, val_acc5, total_samples], 
+                              dtype=torch.float32, device=device)
+        
+        # Sum across all processes
+        dist.all_reduce(metrics, op=dist.ReduceOp.SUM)
+        
+        # Extract synchronized values
+        val_loss, val_acc1, val_acc5, total_samples = metrics.tolist()
+    
+    # Average by total samples across all GPUs
+    val_loss /= total_samples
+    val_acc1 /= total_samples
+    val_acc5 /= total_samples
+    
+    return val_loss, val_acc1, val_acc5, total_samples
+
+# Register a resolver that converts bool -> int
+OmegaConf.register_new_resolver(
+    "bool2int", lambda b: 1 if b else 0
+)
+
+# ------------------------------------- End: Helper Functions ------------------------------------ #
+
+# ------------------------------------------------------------------------------------------------ #
+#                                      Main Training Function                                      #
+# ------------------------------------------------------------------------------------------------ #
+
+@hydra.main(version_base=None, config_path='../../../configs', config_name="config_cv_pretrain")
+def main(cfg: DictConfig) -> Any:
+
+    # ----------------------------------------- Init DDP ----------------------------------------- #
+    
+    init_process_group(backend='nccl')
+    rank = int(os.environ['RANK'])
+    local_rank = int(os.environ['LOCAL_RANK'])
+    world_size = int(os.environ['WORLD_SIZE'])
+    device = torch.device(f'cuda:{local_rank}')
+
+    # --------------------------------------- Init tracker --------------------------------------- #
+    
+    hydra_cfg = HydraConfig.get()
+    # mnt_path = "/mnt/hdfs/__MERLIN_USER_DIR__/"
+    # hydra_cfg.runtime.output_dir = os.path.join(mnt_path, hydra_cfg.runtime.output_dir)
+    tracker = Tracker("train",
+                      multi_gpu=True,
+                      file=True,
+                      file_path=os.path.join(hydra_cfg.runtime.output_dir, "train.log"),
+                      dict_path=os.path.join(hydra_cfg.runtime.output_dir, "train.jsonl"),
+                      save_dict=True,
+                      rank=rank)
+
+    tracker.info0(f"Dataset path {cfg.dataset.root}")
+    tracker.info0(f"Output path {hydra_cfg.runtime.output_dir}")
+
+    # ---------------------------------------- Init wandb ---------------------------------------- #
+
+    if cfg.wandb.use and main_process():
+        wandb.init(
+            project=cfg.wandb.project,
+            name=cfg.wandb.name,
+            config=OmegaConf.to_container(cfg, resolve=True),
+            dir="./assets/"
+        )
+    
+    # ---------------------------------------- Randomness ---------------------------------------- #
+
+    # Fix random seed
+    random.seed(cfg.training.seed)
+    np.random.seed(cfg.training.seed)
+    torch.manual_seed(cfg.training.seed)
+    torch.cuda.manual_seed_all(cfg.training.seed)
+
+    # Ensure CuDNN is deterministic/stable enough for training
+    torch.use_deterministic_algorithms(True)
+    torch.backends.cudnn.benchmark = False
+    torch.backends.cudnn.deterministic = True
+    torch.backends.cuda.matmul.allow_tf32 = False
+    torch.backends.cudnn.allow_tf32 = False
+
+    # Additional determinism settings
+    os.environ['CUBLAS_WORKSPACE_CONFIG'] = ':4096:8'
+    os.environ['PYTHONHASHSEED'] = str(cfg.training.seed)
+
+    # ---------------------------------------- Save script --------------------------------------- #
+
+    if main_process():
+
+        # read the code from the file 
+        with open(sys.argv[0]) as f:  
+            code = f.read() 
+        
+        path_script = os.path.join(hydra_cfg.runtime.output_dir, "script.py")
+        # save the code
+        with open(path_script, "w") as f:  
+            f.write(code)
+
+    # ---------------------------------------- Data loading -------------------------------------- #
+    
+    # Load the validation dataset
+    val_loader = load_imagenet_epoch(0, 
+                                    rank=rank, 
+                                    data_dir=cfg.dataset.root,
+                                    world_size=world_size, 
+                                    pin_memory=False, 
+                                    num_workers=0, 
+                                    is_training=False)
+
+    total_train_steps_batch = 1281167 // (cfg.training.optimizer.batch_size * world_size)
+    
+
+    # ---------------------------------------- Model init ---------------------------------------- #
+
+    # Initialize model with DDP
+    model = resnet_model_dict[cfg.model.name](cfg.dataset.num_classes, cfg.model.norm, cfg.model.init_type, cfg.model.bn_batch_size)
+    model.to(device)
+    model = DDP(model, device_ids=[local_rank])
+    criterion = nn.CrossEntropyLoss(label_smoothing=0.1)
+
+    # -------------------------------------- Training init -------------------------------------- #
+    
+    optimizer = create_optimizer(model, cfg) 
+    scheduler = create_scheduler(optimizer, cfg)
+    
+    # Mixed precision training setup
+    use_amp = getattr(cfg.training, 'use_amp', False)
+    scaler = torch.amp.GradScaler('cuda', enabled=use_amp)
+    
+    global_step = 0
+    best_acc1 = 0.0
+    best_acc5 = 0.0 
+
+    # -------------------------------------- Start training -------------------------------------- #
+
+    tracker.info_cfg(cfg)
+    tracker.info_model(model)
+    tracker.info0(f"start | gpus {world_size} | "
+                  f"per_gpu_bs {cfg.training.optimizer.batch_size} | "
+                  f"total_bs {cfg.training.optimizer.batch_size * world_size} | "
+                  f"mixed_precision {use_amp}")
+    
+    # Clear any cached memory before training starts
+    if torch.cuda.is_available():
+        torch.cuda.empty_cache()
+        # Set environment variable for memory fragmentation (helps with OOM)
+        os.environ.setdefault('PYTORCH_CUDA_ALLOC_CONF', 'expandable_segments:True')
+
+    # -------------------------------------------------------------------------------------------- #
+    #                                          Train Loop                                          #
+    # -------------------------------------------------------------------------------------------- #
+
+    for epoch in range(cfg.training.epochs):
+
+        # ---------------------------------------------------------------------------------------- #
+        #                                     Epoch Randomness                                     #
+        # ---------------------------------------------------------------------------------------- #
+        
+        train_loader = load_imagenet_epoch(epoch, 
+                                            rank=rank, 
+                                            batch_size=cfg.training.optimizer.batch_size,
+                                            sampler_seed=cfg.dataset.seed,
+                                            data_dir=cfg.dataset.root,
+                                            world_size=world_size, 
+                                            pin_memory=True, 
+                                            num_workers=4, 
+                                            is_training=True)
+
+        # --------------------------------- End: Epoch Randomness -------------------------------- #
+
+        # Init mode and metrics 
+        model.train()
+        train_loss = 0.0
+        train_acc1 = 0.0
+        train_acc5 = 0.0
+        num_samples = 0
+        local_step = 0
+        start_time = time.time()
+
+        # Start epoch loop
+        tracker.info0(f"epoch {epoch:03d}/{cfg.training.epochs:03d} | start")
+
+        # ---------------------------------------------------------------------------------------- #
+        #                                        Epoch Loop                                        #
+        # ---------------------------------------------------------------------------------------- #
+
+        for batch_idx, (data, target) in enumerate(train_loader):
+
+            data, target = data.to(device), target.to(device)
+
+            # ------------------------------------------------------------------------------------ #
+            #                                     Training Step                                    #
+            # ------------------------------------------------------------------------------------ #
+            
+            # Optimizer zero grad (set_to_none=True for memory efficiency)
+            optimizer.zero_grad(set_to_none=True)
+
+            # Forward pass with mixed precision (like train_resnet50.py)
+            if use_amp:
+                with torch.amp.autocast(device_type='cuda', dtype=torch.bfloat16, enabled=use_amp):
+                    output = model(data)
+                    loss = criterion(output, target)
+                
+                # Backward pass (scaler handles enabled=False internally)
+                scaler.scale(loss).backward()
+                scaler.step(optimizer)
+                scaler.update()
+            else:
+                output = model(data)
+                loss = criterion(output, target)
+                loss.backward()
+                optimizer.step()
+
+
+            # Step counters
+            global_step += 1
+            local_step += 1
+
+            # -------------------------------- Tracking statistics ------------------------------- #
+
+            # Statistics
+            train_loss += loss.item()
+            acc1, acc5 = accuracy(output, target, topk=(1, 5))
+            train_acc1 += acc1
+            train_acc5 += acc5
+            num_samples += data.size(0)
+
+            # Tracking 
+            if batch_idx % cfg.training.log_every == 0:
+                
+                # Loss for rank 0
+                trl1_value = loss.item()
+                
+                # Synchronize loss across all processes
+                dist.all_reduce(loss, op=dist.ReduceOp.SUM)
+                loss.div_(world_size)
+                trl_value = loss.item()
+
+                # Tracking infos 
+                info_dict_verbose = {
+                    "epoch": (epoch, cfg.training.epochs),
+                    "step": (batch_idx, total_train_steps_batch),
+                    "lr": optimizer.param_groups[0]['lr'],
+                    "trl": trl_value,
+                    "acc1": acc1,
+                    "acc5": acc5,
+                }
+                info_dict_hidden = {
+                    "peak_lr": cfg.training.optimizer.lr,
+                    "nm": param_norm(model.parameters()),
+                    "data_val": data[0,:3,:3,:3].tolist(),
+                    "label_index": target[:5].tolist(),
+                    "trl1": trl1_value,
+                }
+                tracker.info_dict(info_dict_verbose, hidden_dict=info_dict_hidden, save_entry=True)
+
+                if cfg.wandb.use and main_process():
+                    wandb.log({
+                        "epoch": epoch,
+                        "step": global_step,
+                        "local_step": batch_idx,
+                        "train/loss": loss.item(),
+                        "train/acc1": acc1,
+                        "train/acc5": acc5,
+                        "lr": optimizer.param_groups[0]['lr'],
+                        "peak_lr": cfg.training.optimizer.lr,
+                        "nm": param_norm(model.parameters()),
+                    })
+
+            
+            # ---------------------------------- Early stopping ---------------------------------- #
+
+            # Max global step threshold
+            if (cfg.training.max_global_steps is not None 
+                and global_step >= cfg.training.max_global_steps):
+                break
+
+            # Max local step threshold
+            if (cfg.training.max_local_steps is not None 
+                and local_step >= cfg.training.max_local_steps):
+                break
+            
+            # -------------------------------- End: Training Step -------------------------------- #
+
+        # ------------------------------------ Scheduler step ------------------------------------ #
+
+        if scheduler:
+            scheduler.step()
+        
+        # ---------------------------------------------------------------------------------------- #
+        #                                        Validation                                        #
+        # ---------------------------------------------------------------------------------------- #
+
+        if epoch % cfg.training.val_every == 0 or epoch == cfg.training.epochs - 1:
+
+            # epoch time
+            epoch_time_per_step = (time.time() - start_time) / local_step
+            
+            # Average metrics across steps 
+            training_loss = train_loss / total_train_steps_batch
+            training_acc1 = train_acc1 / total_train_steps_batch
+            training_acc5 = train_acc5 / total_train_steps_batch
+
+            # Validation 
+            final_val_loss, final_val_acc1, final_val_acc5, final_val_samples = validate(model, val_loader, criterion, device, world_size, use_amp)
+            
+
+            # log metrics
+            info_dict_verbose = {
+                "epoch": (epoch, cfg.training.epochs),
+                "vall": final_val_loss,
+                "val_acc1": final_val_acc1,
+                "val_acc5": final_val_acc5,
+                "time/step": epoch_time_per_step,
+                "samples": final_val_samples,
+            }
+ 
+            info_dict_hidden = {
+                "trl": training_loss,
+                "acc1": training_acc1,
+                "acc5": training_acc5,
+                "lr": optimizer.param_groups[0]['lr'],
+            }        
+
+            tracker.info_dict(info_dict_verbose, hidden_dict=info_dict_hidden, save_entry=True) 
+
+            if cfg.wandb.use and main_process():
+                wandb.log({
+                    "epoch": epoch,
+                    "step": global_step,
+                    "train/loss": train_loss,
+                    "train/acc1": train_acc1,
+                    "train/acc5": train_acc5,
+                    "val/loss": final_val_loss,
+                    "val/acc1": final_val_acc1,
+                    "val/acc5": final_val_acc5,
+                    "lr": optimizer.param_groups[0]['lr'],
+                    "time (s)/step": epoch_time_per_step,
+                    "samples": final_val_samples,
+                })
+        
+        # ------------------------------------ End: Validation ----------------------------------- #
+
+        # ---------------------------------------------------------------------------------------- #
+        #                                        CKPT Saving                                       #
+        # ---------------------------------------------------------------------------------------- #
+
+        if epoch % cfg.training.save_every == 0 or epoch == cfg.training.epochs - 1:
+            save_checkpoint(model, optimizer, scheduler, epoch, cfg, scaler, is_DDP=True)
+
+        if epoch == cfg.training.epochs - 1:
+            tracker.info0("Training completed!")
+            tracker.close()
+
+
+            if cfg.wandb.use and main_process():
+                wandb.finish()
+            
+            destroy_process_group()
+        
+        # ----------------------------------- End: CKPT Saving ----------------------------------- #
+    
+    # ------------------------------------ End: Training Loop ------------------------------------ #
+
+    if cfg.update_hdfs and main_process():
+        import shutil
+        shutil.copytree("./logs/","/mnt/hdfs/__MERLIN_USER_DIR__/", dirs_exist_ok=True)
+
+# ---------------------------------- End: Main Training Function --------------------------------- #
+    
+
+if __name__ == "__main__":
+    main()

stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/.hydra/config.yaml

@@ -0,0 +1,41 @@
+dataset:
+  name: imagenet
+  root: /mnt/hdfs/__MERLIN_USER_DIR__/data/imagenet1k
+  seed: 42
+  num_classes: 1000
+model:
+  name: resnet50
+  norm: bn
+  init_type: rezero
+  bn_batch_size: 256
+training:
+  epochs: 100
+  seed: 42
+  max_global_steps: null
+  max_local_steps: null
+  use_amp: false
+  log_every: 1
+  val_every: 1
+  save_every: 1
+  warmup_epochs: 10
+  optimizer:
+    name: sgd
+    lr: 1.6
+    momentum: 0.9
+    weight_decay: 0.0001
+    batch_size: 256
+  scheduler:
+    name: multistep
+    milestones:
+    - 30
+    - 60
+    - 90
+    gamma: 0.1
+project_name: Stochastic-EoS
+exp_name: CV-EoS
+run_name: ${model.name}_${dataset.name}_${training.optimizer.name}_bs${training.optimizer.batch_size}_lr${training.optimizer.lr}_wd${training.optimizer.weight_decay}_${training.scheduler.name}_epo${training.epochs}_nm${model.norm}_${now:%Y%m%d-%H%M%S}
+wandb:
+  use: true
+  project: Stochastic-EoS
+  name: ${run_name}
+update_hdfs: true

stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/.hydra/hydra.yaml

@@ -0,0 +1,153 @@
+hydra:
+  run:
+    dir: logs/${project_name}/${exp_name}/${run_name}
+  sweep:
+    dir: logs/${project_name}/${exp_name}/multirun/${run_name}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    root:
+      level: ERROR
+    disable_existing_loggers: true
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - model=rn50
+    - model.norm=bn
+    - model.bn_batch_size=256
+    - dataset=imagenet
+    - training=sgd_cv
+    - training.epochs=100
+    - training.warmup_epochs=10
+    - training.optimizer.lr=1.6
+    - training.optimizer.weight_decay=0.0001
+    - training.optimizer.batch_size=256
+    - training.scheduler.name=multistep
+  job:
+    name: train_cv
+    chdir: null
+    override_dirname: dataset=imagenet,model.bn_batch_size=256,model.norm=bn,model=rn50,training.epochs=100,training.optimizer.batch_size=256,training.optimizer.lr=1.6,training.optimizer.weight_decay=0.0001,training.scheduler.name=multistep,training.warmup_epochs=10,training=sgd_cv
+    id: ???
+    num: ???
+    config_name: config_cv_pretrain
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /opt/tiger/Stochastic-EoS
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /opt/tiger/Stochastic-EoS/configs
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /opt/tiger/Stochastic-EoS/logs/Stochastic-EoS/CV-EoS/resnet50_imagenet_sgd_bs256_lr1.6_wd0.0001_multistep_epo100_nmbn_20250913-182537
+    choices:
+      training: sgd_cv
+      model: rn50
+      dataset: imagenet
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: disabled
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/.hydra/overrides.yaml

@@ -0,0 +1,11 @@
+- model=rn50
+- model.norm=bn
+- model.bn_batch_size=256
+- dataset=imagenet
+- training=sgd_cv
+- training.epochs=100
+- training.warmup_epochs=10
+- training.optimizer.lr=1.6
+- training.optimizer.weight_decay=0.0001
+- training.optimizer.batch_size=256
+- training.scheduler.name=multistep

stochastic-eos/cv-eos/image-classification_imagenet_rn50-nmbn_sgd-lr1.6e+00-wd1.0e-04-bs256_multistep-epo100-10-306090-0.1_250913-182537/script.py

@@ -0,0 +1,469 @@
+# ------------------------------------------ Description ----------------------------------------- #
+
+# This file trains the CV models on different image classification datasets.
+# It uses DDP for distributed training and includes parameter tracking.
+
+# -------------------------------------------- Imports ------------------------------------------- #
+
+# Python modules
+import os
+import sys
+import time
+import wandb 
+import random
+import pathlib
+import numpy as np
+from typing import Any
+from dataclasses import dataclass, field, asdict 
+
+# Pytorch modules
+import torch
+from torch import nn 
+import torch.distributed as dist
+from torch.nn.parallel import DistributedDataParallel as DDP
+from torch.distributed import init_process_group, destroy_process_group
+
+# Hydra modules
+import hydra
+from omegaconf import DictConfig, OmegaConf
+from hydra.core.hydra_config import HydraConfig
+
+# SEOS modules
+from seos.utils.data import load_imagenet_epoch
+from seos.models.resnet import resnet_model_dict
+from seos.utils.logger import Tracker
+from seos.utils.utils import (
+    param_norm, 
+    save_checkpoint, 
+    create_optimizer, 
+    create_scheduler, 
+    main_process
+)
+
+
+# ------------------------------------------------------------------------------------------------ #
+#                                         Helper Functions                                         #
+# ------------------------------------------------------------------------------------------------ #
+
+def accuracy(output, target, topk=(1,)):
+    """Compute accuracy for specified topk."""
+    with torch.no_grad():
+
+        maxk = max(topk)
+        batch_size = target.size(0)
+        
+        _, pred = output.topk(maxk, 1, True, True)
+        pred = pred.t()
+        correct = pred.eq(target.view(1, -1).expand_as(pred))
+        
+        res = []
+        for k in topk:
+
+            correct_k = correct[:k].reshape(-1).float().sum(0, keepdim=True)
+            res.append(correct_k.mul_(100.0 / batch_size).item())
+        
+        return res
+
+def validate(model, val_loader, criterion, device, world_size=1, use_amp=False):
+    """Run validation with proper distributed synchronization."""
+    model.eval()
+    val_loss = 0.0
+    val_acc1 = 0.0
+    val_acc5 = 0.0
+    total_samples = 0
+    
+    with torch.no_grad():
+        for data, target in val_loader:
+            data, target = data.to(device), target.to(device)
+            
+            # Use mixed precision for validation if enabled
+            if use_amp:
+                with torch.amp.autocast(device_type='cuda', dtype=torch.bfloat16, enabled=use_amp):
+                    output = model(data)
+                    loss = criterion(output, target)
+            else:
+                output = model(data)
+                loss = criterion(output, target)
+            
+            batch_size = data.size(0)
+            val_loss += loss.item() * batch_size  # Weight by batch size
+            acc1, acc5 = accuracy(output, target, topk=(1, 5))
+            val_acc1 += acc1 * batch_size  # Weight by batch size  
+            val_acc5 += acc5 * batch_size  # Weight by batch size
+            total_samples += batch_size
+    
+    if world_size > 1:
+        import torch.distributed as dist
+        
+        # Convert to tensors for allreduce
+        metrics = torch.tensor([val_loss, val_acc1, val_acc5, total_samples], 
+                              dtype=torch.float32, device=device)
+        
+        # Sum across all processes
+        dist.all_reduce(metrics, op=dist.ReduceOp.SUM)
+        
+        # Extract synchronized values
+        val_loss, val_acc1, val_acc5, total_samples = metrics.tolist()
+    
+    # Average by total samples across all GPUs
+    val_loss /= total_samples
+    val_acc1 /= total_samples
+    val_acc5 /= total_samples
+    
+    return val_loss, val_acc1, val_acc5, total_samples
+
+# Register a resolver that converts bool -> int
+OmegaConf.register_new_resolver(
+    "bool2int", lambda b: 1 if b else 0
+)
+
+# ------------------------------------- End: Helper Functions ------------------------------------ #
+
+# ------------------------------------------------------------------------------------------------ #
+#                                      Main Training Function                                      #
+# ------------------------------------------------------------------------------------------------ #
+
+@hydra.main(version_base=None, config_path='../../../configs', config_name="config_cv_pretrain")
+def main(cfg: DictConfig) -> Any:
+
+    # ----------------------------------------- Init DDP ----------------------------------------- #
+    
+    init_process_group(backend='nccl')
+    rank = int(os.environ['RANK'])
+    local_rank = int(os.environ['LOCAL_RANK'])
+    world_size = int(os.environ['WORLD_SIZE'])
+    device = torch.device(f'cuda:{local_rank}')
+
+    # --------------------------------------- Init tracker --------------------------------------- #
+    
+    hydra_cfg = HydraConfig.get()
+    # mnt_path = "/mnt/hdfs/__MERLIN_USER_DIR__/"
+    # hydra_cfg.runtime.output_dir = os.path.join(mnt_path, hydra_cfg.runtime.output_dir)
+    tracker = Tracker("train",
+                      multi_gpu=True,
+                      file=True,
+                      file_path=os.path.join(hydra_cfg.runtime.output_dir, "train.log"),
+                      dict_path=os.path.join(hydra_cfg.runtime.output_dir, "train.jsonl"),
+                      save_dict=True,
+                      rank=rank)
+
+    tracker.info0(f"Dataset path {cfg.dataset.root}")
+    tracker.info0(f"Output path {hydra_cfg.runtime.output_dir}")
+
+    # ---------------------------------------- Init wandb ---------------------------------------- #
+
+    if cfg.wandb.use and main_process():
+        wandb.init(
+            project=cfg.wandb.project,
+            name=cfg.wandb.name,
+            config=OmegaConf.to_container(cfg, resolve=True),
+            dir="./assets/"
+        )
+    
+    # ---------------------------------------- Randomness ---------------------------------------- #
+
+    # Fix random seed
+    random.seed(cfg.training.seed)
+    np.random.seed(cfg.training.seed)
+    torch.manual_seed(cfg.training.seed)
+    torch.cuda.manual_seed_all(cfg.training.seed)
+
+    # Ensure CuDNN is deterministic/stable enough for training
+    torch.use_deterministic_algorithms(True)
+    torch.backends.cudnn.benchmark = False
+    torch.backends.cudnn.deterministic = True
+    torch.backends.cuda.matmul.allow_tf32 = False
+    torch.backends.cudnn.allow_tf32 = False
+
+    # Additional determinism settings
+    os.environ['CUBLAS_WORKSPACE_CONFIG'] = ':4096:8'
+    os.environ['PYTHONHASHSEED'] = str(cfg.training.seed)
+
+    # ---------------------------------------- Save script --------------------------------------- #
+
+    if main_process():
+
+        # read the code from the file 
+        with open(sys.argv[0]) as f:  
+            code = f.read() 
+        
+        path_script = os.path.join(hydra_cfg.runtime.output_dir, "script.py")
+        # save the code
+        with open(path_script, "w") as f:  
+            f.write(code)
+
+    # ---------------------------------------- Data loading -------------------------------------- #
+    
+    # Load the validation dataset
+    val_loader = load_imagenet_epoch(0, 
+                                    rank=rank, 
+                                    data_dir=cfg.dataset.root,
+                                    world_size=world_size, 
+                                    pin_memory=False, 
+                                    num_workers=0, 
+                                    is_training=False)
+
+    total_train_steps_batch = 1281167 // (cfg.training.optimizer.batch_size * world_size)
+    
+
+    # ---------------------------------------- Model init ---------------------------------------- #
+
+    # Initialize model with DDP
+    model = resnet_model_dict[cfg.model.name](cfg.dataset.num_classes, cfg.model.norm, cfg.model.init_type, cfg.model.bn_batch_size)
+    model.to(device)
+    model = DDP(model, device_ids=[local_rank])
+    criterion = nn.CrossEntropyLoss(label_smoothing=0.1)
+
+    # -------------------------------------- Training init -------------------------------------- #
+    
+    optimizer = create_optimizer(model, cfg) 
+    scheduler = create_scheduler(optimizer, cfg)
+    
+    # Mixed precision training setup
+    use_amp = getattr(cfg.training, 'use_amp', False)
+    scaler = torch.amp.GradScaler('cuda', enabled=use_amp)
+    
+    global_step = 0
+    best_acc1 = 0.0
+    best_acc5 = 0.0 
+
+    # -------------------------------------- Start training -------------------------------------- #
+
+    tracker.info_cfg(cfg)
+    tracker.info_model(model)
+    tracker.info0(f"start | gpus {world_size} | "
+                  f"per_gpu_bs {cfg.training.optimizer.batch_size} | "
+                  f"total_bs {cfg.training.optimizer.batch_size * world_size} | "
+                  f"mixed_precision {use_amp}")
+    
+    # Clear any cached memory before training starts
+    if torch.cuda.is_available():
+        torch.cuda.empty_cache()
+        # Set environment variable for memory fragmentation (helps with OOM)
+        os.environ.setdefault('PYTORCH_CUDA_ALLOC_CONF', 'expandable_segments:True')
+
+    # -------------------------------------------------------------------------------------------- #
+    #                                          Train Loop                                          #
+    # -------------------------------------------------------------------------------------------- #
+
+    for epoch in range(cfg.training.epochs):
+
+        # ---------------------------------------------------------------------------------------- #
+        #                                     Epoch Randomness                                     #
+        # ---------------------------------------------------------------------------------------- #
+        
+        train_loader = load_imagenet_epoch(epoch, 
+                                            rank=rank, 
+                                            batch_size=cfg.training.optimizer.batch_size,
+                                            sampler_seed=cfg.dataset.seed,
+                                            data_dir=cfg.dataset.root,
+                                            world_size=world_size, 
+                                            pin_memory=True, 
+                                            num_workers=4, 
+                                            is_training=True)
+
+        # --------------------------------- End: Epoch Randomness -------------------------------- #
+
+        # Init mode and metrics 
+        model.train()
+        train_loss = 0.0
+        train_acc1 = 0.0
+        train_acc5 = 0.0
+        num_samples = 0
+        local_step = 0
+        start_time = time.time()
+
+        # Start epoch loop
+        tracker.info0(f"epoch {epoch:03d}/{cfg.training.epochs:03d} | start")
+
+        # ---------------------------------------------------------------------------------------- #
+        #                                        Epoch Loop                                        #
+        # ---------------------------------------------------------------------------------------- #
+
+        for batch_idx, (data, target) in enumerate(train_loader):
+
+            data, target = data.to(device), target.to(device)
+
+            # ------------------------------------------------------------------------------------ #
+            #                                     Training Step                                    #
+            # ------------------------------------------------------------------------------------ #
+            
+            # Optimizer zero grad (set_to_none=True for memory efficiency)
+            optimizer.zero_grad(set_to_none=True)
+
+            # Forward pass with mixed precision (like train_resnet50.py)
+            if use_amp:
+                with torch.amp.autocast(device_type='cuda', dtype=torch.bfloat16, enabled=use_amp):
+                    output = model(data)
+                    loss = criterion(output, target)
+                
+                # Backward pass (scaler handles enabled=False internally)
+                scaler.scale(loss).backward()
+                scaler.step(optimizer)
+                scaler.update()
+            else:
+                output = model(data)
+                loss = criterion(output, target)
+                loss.backward()
+                optimizer.step()
+
+
+            # Step counters
+            global_step += 1
+            local_step += 1
+
+            # -------------------------------- Tracking statistics ------------------------------- #
+
+            # Statistics
+            train_loss += loss.item()
+            acc1, acc5 = accuracy(output, target, topk=(1, 5))
+            train_acc1 += acc1
+            train_acc5 += acc5
+            num_samples += data.size(0)
+
+            # Tracking 
+            if batch_idx % cfg.training.log_every == 0:
+                
+                # Loss for rank 0
+                trl1_value = loss.item()
+                
+                # Synchronize loss across all processes
+                dist.all_reduce(loss, op=dist.ReduceOp.SUM)
+                loss.div_(world_size)
+                trl_value = loss.item()
+
+                # Tracking infos 
+                info_dict_verbose = {
+                    "epoch": (epoch, cfg.training.epochs),
+                    "step": (batch_idx, total_train_steps_batch),
+                    "lr": optimizer.param_groups[0]['lr'],
+                    "trl": trl_value,
+                    "acc1": acc1,
+                    "acc5": acc5,
+                }
+                info_dict_hidden = {
+                    "peak_lr": cfg.training.optimizer.lr,
+                    "nm": param_norm(model.parameters()),
+                    "data_val": data[0,:3,:3,:3].tolist(),
+                    "label_index": target[:5].tolist(),
+                    "trl1": trl1_value,
+                }
+                tracker.info_dict(info_dict_verbose, hidden_dict=info_dict_hidden, save_entry=True)
+
+                if cfg.wandb.use and main_process():
+                    wandb.log({
+                        "epoch": epoch,
+                        "step": global_step,
+                        "local_step": batch_idx,
+                        "train/loss": loss.item(),
+                        "train/acc1": acc1,
+                        "train/acc5": acc5,
+                        "lr": optimizer.param_groups[0]['lr'],
+                        "peak_lr": cfg.training.optimizer.lr,
+                        "nm": param_norm(model.parameters()),
+                    })
+
+            
+            # ---------------------------------- Early stopping ---------------------------------- #
+
+            # Max global step threshold
+            if (cfg.training.max_global_steps is not None 
+                and global_step >= cfg.training.max_global_steps):
+                break
+
+            # Max local step threshold
+            if (cfg.training.max_local_steps is not None 
+                and local_step >= cfg.training.max_local_steps):
+                break
+            
+            # -------------------------------- End: Training Step -------------------------------- #
+
+        # ------------------------------------ Scheduler step ------------------------------------ #
+
+        if scheduler:
+            scheduler.step()
+        
+        # ---------------------------------------------------------------------------------------- #
+        #                                        Validation                                        #
+        # ---------------------------------------------------------------------------------------- #
+
+        if epoch % cfg.training.val_every == 0 or epoch == cfg.training.epochs - 1:
+
+            # epoch time
+            epoch_time_per_step = (time.time() - start_time) / local_step
+            
+            # Average metrics across steps 
+            training_loss = train_loss / total_train_steps_batch
+            training_acc1 = train_acc1 / total_train_steps_batch
+            training_acc5 = train_acc5 / total_train_steps_batch
+
+            # Validation 
+            final_val_loss, final_val_acc1, final_val_acc5, final_val_samples = validate(model, val_loader, criterion, device, world_size, use_amp)
+            
+
+            # log metrics
+            info_dict_verbose = {
+                "epoch": (epoch, cfg.training.epochs),
+                "vall": final_val_loss,
+                "val_acc1": final_val_acc1,
+                "val_acc5": final_val_acc5,
+                "time/step": epoch_time_per_step,
+                "samples": final_val_samples,
+            }
+ 
+            info_dict_hidden = {
+                "trl": training_loss,
+                "acc1": training_acc1,
+                "acc5": training_acc5,
+                "lr": optimizer.param_groups[0]['lr'],
+            }        
+
+            tracker.info_dict(info_dict_verbose, hidden_dict=info_dict_hidden, save_entry=True) 
+
+            if cfg.wandb.use and main_process():
+                wandb.log({
+                    "epoch": epoch,
+                    "step": global_step,
+                    "train/loss": train_loss,
+                    "train/acc1": train_acc1,
+                    "train/acc5": train_acc5,
+                    "val/loss": final_val_loss,
+                    "val/acc1": final_val_acc1,
+                    "val/acc5": final_val_acc5,
+                    "lr": optimizer.param_groups[0]['lr'],
+                    "time (s)/step": epoch_time_per_step,
+                    "samples": final_val_samples,
+                })
+        
+        # ------------------------------------ End: Validation ----------------------------------- #
+
+        # ---------------------------------------------------------------------------------------- #
+        #                                        CKPT Saving                                       #
+        # ---------------------------------------------------------------------------------------- #
+
+        if epoch % cfg.training.save_every == 0 or epoch == cfg.training.epochs - 1:
+            save_checkpoint(model, optimizer, scheduler, epoch, cfg, scaler, is_DDP=True)
+
+        if epoch == cfg.training.epochs - 1:
+            tracker.info0("Training completed!")
+            tracker.close()
+
+
+            if cfg.wandb.use and main_process():
+                wandb.finish()
+            
+            destroy_process_group()
+        
+        # ----------------------------------- End: CKPT Saving ----------------------------------- #
+    
+    # ------------------------------------ End: Training Loop ------------------------------------ #
+
+    if cfg.update_hdfs and main_process():
+        import shutil
+        shutil.copytree("./logs/","/mnt/hdfs/__MERLIN_USER_DIR__/", dirs_exist_ok=True)
+
+# ---------------------------------- End: Main Training Function --------------------------------- #
+    
+
+if __name__ == "__main__":
+    main()

stochastic-eos/nlp-eos/next-token-prediction-pretrain_fineweb_gpt2_small-attnOgate-qkNorm_adamw-lr0.0018-b0.9-0.95-eps1e-08-wd0.1-bs128_wsd-5000-200-4000-5000-0_251127-180339/.hydra/config.yaml

@@ -0,0 +1,56 @@
+dataset:
+  name: fineweb
+  root: /mnt/hdfs/__MERLIN_USER_DIR__/data/fineweb
+  seed: 42
+  size: 10000000000
+  input_bin: data/fineweb/fineweb10B/fineweb_train_*.bin
+  input_val_bin: data/fineweb/fineweb10B/fineweb_val_*.bin
+model:
+  name: gpt2_small
+  n_embd: 768
+  n_head: 12
+  n_layers: 12
+  vocab_size: 50257
+  rotary: true
+  auto_regressive: true
+  swiglu: false
+  tie_embedding_and_output_weights: true
+  attn_output_gate: true
+  use_qk_norm: true
+training:
+  seed: 42
+  steps: 5000
+  sequence_length: 1024
+  max_global_steps: null
+  max_local_steps: null
+  compile: true
+  val: true
+  val_max_steps: 50
+  log_every: 1
+  val_every: 200
+  save_every: 100
+  optimizer:
+    name: adamw
+    lr: 0.0018
+    beta1: 0.9
+    beta2: 0.95
+    eps: 1.0e-08
+    weight_decay: 0.1
+    batch_size: 128
+    minibatch_size: 32
+  scheduler:
+    name: wsd
+    warmup_steps: 200
+    start_steps: 4000
+    end_steps: 5000
+    gamma: 0
+type: nlp
+project_name: stochastic-eos
+exp_name: nlp-eos
+run_name: ${mk_run_name:${type},${dataset},${model},${training},${now:%y%m%d-%H%M%S}}
+wandb:
+  use: true
+  project: seos-nlp
+  name: ${mk_run_name_short:${type},${dataset},${model},${training},${now:%y%m%d-%H%M%S}}
+update_hdfs: true
+remote_root: hdfs://haruna/home/byte_data_seed/ssd_hldy/user/yuhang.cai/stochastic-eos

stochastic-eos/nlp-eos/next-token-prediction-pretrain_fineweb_gpt2_small-attnOgate-qkNorm_adamw-lr0.0018-b0.9-0.95-eps1e-08-wd0.1-bs128_wsd-5000-200-4000-5000-0_251127-180339/.hydra/hydra.yaml

@@ -0,0 +1,168 @@
+hydra:
+  run:
+    dir: logs/${project_name}/${exp_name}/${run_name}
+  sweep:
+    dir: logs/${project_name}/${exp_name}/multirun/${run_name}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    root:
+      level: ERROR
+    disable_existing_loggers: true
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - dataset=fineweb
+    - dataset.input_bin=data/fineweb/fineweb10B/fineweb_train_*.bin
+    - dataset.input_val_bin=data/fineweb/fineweb10B/fineweb_val_*.bin
+    - model=gpt2_small
+    - training=adamw_nlp
+    - wandb.use=true
+    - training.seed=42
+    - training.log_every=1
+    - training.val_every=200
+    - training.save_every=100
+    - training.steps=5000
+    - training.optimizer.name=adamw
+    - training.optimizer.lr=0.0018
+    - training.optimizer.weight_decay=0.1
+    - training.optimizer.beta1=0.9
+    - training.optimizer.beta2=0.95
+    - training.optimizer.eps=1e-8
+    - training.optimizer.batch_size=128
+    - training.optimizer.minibatch_size=32
+    - training.compile=true
+    - training.sequence_length=1024
+    - training.scheduler.name=wsd
+    - training.scheduler.warmup_steps=200
+    - training.scheduler.start_steps=4000
+    - training.scheduler.end_steps=5000
+    - training.scheduler.gamma=0
+  job:
+    name: train_nlp
+    chdir: null
+    override_dirname: dataset.input_bin=data/fineweb/fineweb10B/fineweb_train_*.bin,dataset.input_val_bin=data/fineweb/fineweb10B/fineweb_val_*.bin,dataset=fineweb,model=gpt2_small,training.compile=true,training.log_every=1,training.optimizer.batch_size=128,training.optimizer.beta1=0.9,training.optimizer.beta2=0.95,training.optimizer.eps=1e-8,training.optimizer.lr=0.0018,training.optimizer.minibatch_size=32,training.optimizer.name=adamw,training.optimizer.weight_decay=0.1,training.save_every=100,training.scheduler.end_steps=5000,training.scheduler.gamma=0,training.scheduler.name=wsd,training.scheduler.start_steps=4000,training.scheduler.warmup_steps=200,training.seed=42,training.sequence_length=1024,training.steps=5000,training.val_every=200,training=adamw_nlp,wandb.use=true
+    id: ???
+    num: ???
+    config_name: config_nlp_pretrain
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /data01/home/yuhang.cai/Stochastic-EoS
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /data01/home/yuhang.cai/Stochastic-EoS/configs
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /data01/home/yuhang.cai/Stochastic-EoS/logs/stochastic-eos/nlp-eos/next-token-prediction-pretrain_fineweb_gpt2_small-attnOgate-qkNorm_adamw-lr0.0018-b0.9-0.95-eps1e-08-wd0.1-bs128_wsd-5000-200-4000-5000-0_251127-180339
+    choices:
+      training: adamw_nlp
+      model: gpt2_small
+      dataset: fineweb
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: disabled
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

stochastic-eos/nlp-eos/next-token-prediction-pretrain_fineweb_gpt2_small-attnOgate-qkNorm_adamw-lr0.0018-b0.9-0.95-eps1e-08-wd0.1-bs128_wsd-5000-200-4000-5000-0_251127-180339/.hydra/overrides.yaml

@@ -0,0 +1,26 @@
+- dataset=fineweb
+- dataset.input_bin=data/fineweb/fineweb10B/fineweb_train_*.bin
+- dataset.input_val_bin=data/fineweb/fineweb10B/fineweb_val_*.bin
+- model=gpt2_small
+- training=adamw_nlp
+- wandb.use=true
+- training.seed=42
+- training.log_every=1
+- training.val_every=200
+- training.save_every=100
+- training.steps=5000
+- training.optimizer.name=adamw
+- training.optimizer.lr=0.0018
+- training.optimizer.weight_decay=0.1
+- training.optimizer.beta1=0.9
+- training.optimizer.beta2=0.95
+- training.optimizer.eps=1e-8
+- training.optimizer.batch_size=128
+- training.optimizer.minibatch_size=32
+- training.compile=true
+- training.sequence_length=1024
+- training.scheduler.name=wsd
+- training.scheduler.warmup_steps=200
+- training.scheduler.start_steps=4000
+- training.scheduler.end_steps=5000
+- training.scheduler.gamma=0

stochastic-eos/nlp-eos/next-token-prediction-pretrain_fineweb_gpt2_small-attnOgate-qkNorm_adamw-lr0.0018-b0.9-0.95-eps1e-08-wd0.1-bs256_wsd-2500-100-2000-2500-0_251127-195700/.hydra/config.yaml

@@ -0,0 +1,56 @@
+dataset:
+  name: fineweb
+  root: /mnt/hdfs/__MERLIN_USER_DIR__/data/fineweb
+  seed: 42
+  size: 10000000000
+  input_bin: data/fineweb/fineweb10B/fineweb_train_*.bin
+  input_val_bin: data/fineweb/fineweb10B/fineweb_val_*.bin
+model:
+  name: gpt2_small
+  n_embd: 768
+  n_head: 12
+  n_layers: 12
+  vocab_size: 50257
+  rotary: true
+  auto_regressive: true
+  swiglu: false
+  tie_embedding_and_output_weights: true
+  attn_output_gate: true
+  use_qk_norm: true
+training:
+  seed: 42
+  steps: 2500
+  sequence_length: 1024
+  max_global_steps: null
+  max_local_steps: null
+  compile: true
+  val: true
+  val_max_steps: 50
+  log_every: 1
+  val_every: 200
+  save_every: 100
+  optimizer:
+    name: adamw
+    lr: 0.0018
+    beta1: 0.9
+    beta2: 0.95
+    eps: 1.0e-08
+    weight_decay: 0.1
+    batch_size: 256
+    minibatch_size: 32
+  scheduler:
+    name: wsd
+    warmup_steps: 100
+    start_steps: 2000
+    end_steps: 2500
+    gamma: 0
+type: nlp
+project_name: stochastic-eos
+exp_name: nlp-eos
+run_name: ${mk_run_name:${type},${dataset},${model},${training},${now:%y%m%d-%H%M%S}}
+wandb:
+  use: true
+  project: seos-nlp
+  name: ${mk_run_name_short:${type},${dataset},${model},${training},${now:%y%m%d-%H%M%S}}
+update_hdfs: true
+remote_root: hdfs://haruna/home/byte_data_seed/ssd_hldy/user/yuhang.cai/stochastic-eos

stochastic-eos/nlp-eos/next-token-prediction-pretrain_fineweb_gpt2_small-attnOgate-qkNorm_adamw-lr0.0018-b0.9-0.95-eps1e-08-wd0.1-bs256_wsd-2500-100-2000-2500-0_251127-195700/.hydra/hydra.yaml

@@ -0,0 +1,168 @@
+hydra:
+  run:
+    dir: logs/${project_name}/${exp_name}/${run_name}
+  sweep:
+    dir: logs/${project_name}/${exp_name}/multirun/${run_name}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    root:
+      level: ERROR
+    disable_existing_loggers: true
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - dataset=fineweb
+    - dataset.input_bin=data/fineweb/fineweb10B/fineweb_train_*.bin
+    - dataset.input_val_bin=data/fineweb/fineweb10B/fineweb_val_*.bin
+    - model=gpt2_small
+    - training=adamw_nlp
+    - wandb.use=true
+    - training.seed=42
+    - training.log_every=1
+    - training.val_every=200
+    - training.save_every=100
+    - training.steps=2500
+    - training.optimizer.name=adamw
+    - training.optimizer.lr=0.0018
+    - training.optimizer.weight_decay=0.1
+    - training.optimizer.beta1=0.9
+    - training.optimizer.beta2=0.95
+    - training.optimizer.eps=1e-8
+    - training.optimizer.batch_size=256
+    - training.optimizer.minibatch_size=32
+    - training.compile=true
+    - training.sequence_length=1024
+    - training.scheduler.name=wsd
+    - training.scheduler.warmup_steps=100
+    - training.scheduler.start_steps=2000
+    - training.scheduler.end_steps=2500
+    - training.scheduler.gamma=0
+  job:
+    name: train_nlp
+    chdir: null
+    override_dirname: dataset.input_bin=data/fineweb/fineweb10B/fineweb_train_*.bin,dataset.input_val_bin=data/fineweb/fineweb10B/fineweb_val_*.bin,dataset=fineweb,model=gpt2_small,training.compile=true,training.log_every=1,training.optimizer.batch_size=256,training.optimizer.beta1=0.9,training.optimizer.beta2=0.95,training.optimizer.eps=1e-8,training.optimizer.lr=0.0018,training.optimizer.minibatch_size=32,training.optimizer.name=adamw,training.optimizer.weight_decay=0.1,training.save_every=100,training.scheduler.end_steps=2500,training.scheduler.gamma=0,training.scheduler.name=wsd,training.scheduler.start_steps=2000,training.scheduler.warmup_steps=100,training.seed=42,training.sequence_length=1024,training.steps=2500,training.val_every=200,training=adamw_nlp,wandb.use=true
+    id: ???
+    num: ???
+    config_name: config_nlp_pretrain
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /data01/home/yuhang.cai/Stochastic-EoS
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /data01/home/yuhang.cai/Stochastic-EoS/configs
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /data01/home/yuhang.cai/Stochastic-EoS/logs/stochastic-eos/nlp-eos/next-token-prediction-pretrain_fineweb_gpt2_small-attnOgate-qkNorm_adamw-lr0.0018-b0.9-0.95-eps1e-08-wd0.1-bs256_wsd-2500-100-2000-2500-0_251127-195700
+    choices:
+      training: adamw_nlp
+      model: gpt2_small
+      dataset: fineweb
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: disabled
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

stochastic-eos/nlp-eos/next-token-prediction-pretrain_fineweb_gpt2_small-attnOgate-qkNorm_adamw-lr0.0018-b0.9-0.95-eps1e-08-wd0.1-bs256_wsd-2500-100-2000-2500-0_251127-195700/.hydra/overrides.yaml

@@ -0,0 +1,26 @@
+- dataset=fineweb
+- dataset.input_bin=data/fineweb/fineweb10B/fineweb_train_*.bin
+- dataset.input_val_bin=data/fineweb/fineweb10B/fineweb_val_*.bin
+- model=gpt2_small
+- training=adamw_nlp
+- wandb.use=true
+- training.seed=42
+- training.log_every=1
+- training.val_every=200
+- training.save_every=100
+- training.steps=2500
+- training.optimizer.name=adamw
+- training.optimizer.lr=0.0018
+- training.optimizer.weight_decay=0.1
+- training.optimizer.beta1=0.9
+- training.optimizer.beta2=0.95
+- training.optimizer.eps=1e-8
+- training.optimizer.batch_size=256
+- training.optimizer.minibatch_size=32
+- training.compile=true
+- training.sequence_length=1024
+- training.scheduler.name=wsd
+- training.scheduler.warmup_steps=100
+- training.scheduler.start_steps=2000
+- training.scheduler.end_steps=2500
+- training.scheduler.gamma=0

stochastic-eos/nlp-eos/next-token-prediction-pretrain_fineweb_gpt2_small-attnOgate-qkNorm_adamw-lr0.0018-b0.9-0.95-eps1e-08-wd0.1-bs64_wsd-10000-400-8000-10000-0_251127-155438/.hydra/config.yaml

@@ -0,0 +1,56 @@
+dataset:
+  name: fineweb
+  root: /mnt/hdfs/__MERLIN_USER_DIR__/data/fineweb
+  seed: 42
+  size: 10000000000
+  input_bin: data/fineweb/fineweb10B/fineweb_train_*.bin
+  input_val_bin: data/fineweb/fineweb10B/fineweb_val_*.bin
+model:
+  name: gpt2_small
+  n_embd: 768
+  n_head: 12
+  n_layers: 12
+  vocab_size: 50257
+  rotary: true
+  auto_regressive: true
+  swiglu: false
+  tie_embedding_and_output_weights: true
+  attn_output_gate: true
+  use_qk_norm: true
+training:
+  seed: 42
+  steps: 10000
+  sequence_length: 1024
+  max_global_steps: null
+  max_local_steps: null
+  compile: true
+  val: true
+  val_max_steps: 50
+  log_every: 1
+  val_every: 200
+  save_every: 100
+  optimizer:
+    name: adamw
+    lr: 0.0018
+    beta1: 0.9
+    beta2: 0.95
+    eps: 1.0e-08
+    weight_decay: 0.1
+    batch_size: 64
+    minibatch_size: 32
+  scheduler:
+    name: wsd
+    warmup_steps: 400
+    start_steps: 8000
+    end_steps: 10000
+    gamma: 0
+type: nlp
+project_name: stochastic-eos
+exp_name: nlp-eos
+run_name: ${mk_run_name:${type},${dataset},${model},${training},${now:%y%m%d-%H%M%S}}
+wandb:
+  use: true
+  project: seos-nlp
+  name: ${mk_run_name_short:${type},${dataset},${model},${training},${now:%y%m%d-%H%M%S}}
+update_hdfs: true
+remote_root: hdfs://haruna/home/byte_data_seed/ssd_hldy/user/yuhang.cai/stochastic-eos

stochastic-eos/nlp-eos/next-token-prediction-pretrain_fineweb_gpt2_small-attnOgate-qkNorm_adamw-lr0.0018-b0.9-0.95-eps1e-08-wd0.1-bs64_wsd-10000-400-8000-10000-0_251127-155438/.hydra/hydra.yaml

@@ -0,0 +1,168 @@
+hydra:
+  run:
+    dir: logs/${project_name}/${exp_name}/${run_name}
+  sweep:
+    dir: logs/${project_name}/${exp_name}/multirun/${run_name}
+    subdir: ${hydra.job.num}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    root:
+      level: ERROR
+    disable_existing_loggers: true
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.mode=RUN
+    task:
+    - dataset=fineweb
+    - dataset.input_bin=data/fineweb/fineweb10B/fineweb_train_*.bin
+    - dataset.input_val_bin=data/fineweb/fineweb10B/fineweb_val_*.bin
+    - model=gpt2_small
+    - training=adamw_nlp
+    - wandb.use=true
+    - training.seed=42
+    - training.log_every=1
+    - training.val_every=200
+    - training.save_every=100
+    - training.steps=10000
+    - training.optimizer.name=adamw
+    - training.optimizer.lr=0.0018
+    - training.optimizer.weight_decay=0.1
+    - training.optimizer.beta1=0.9
+    - training.optimizer.beta2=0.95
+    - training.optimizer.eps=1e-8
+    - training.optimizer.batch_size=64
+    - training.optimizer.minibatch_size=32
+    - training.compile=true
+    - training.sequence_length=1024
+    - training.scheduler.name=wsd
+    - training.scheduler.warmup_steps=400
+    - training.scheduler.start_steps=8000
+    - training.scheduler.end_steps=10000
+    - training.scheduler.gamma=0
+  job:
+    name: train_nlp
+    chdir: null
+    override_dirname: dataset.input_bin=data/fineweb/fineweb10B/fineweb_train_*.bin,dataset.input_val_bin=data/fineweb/fineweb10B/fineweb_val_*.bin,dataset=fineweb,model=gpt2_small,training.compile=true,training.log_every=1,training.optimizer.batch_size=64,training.optimizer.beta1=0.9,training.optimizer.beta2=0.95,training.optimizer.eps=1e-8,training.optimizer.lr=0.0018,training.optimizer.minibatch_size=32,training.optimizer.name=adamw,training.optimizer.weight_decay=0.1,training.save_every=100,training.scheduler.end_steps=10000,training.scheduler.gamma=0,training.scheduler.name=wsd,training.scheduler.start_steps=8000,training.scheduler.warmup_steps=400,training.seed=42,training.sequence_length=1024,training.steps=10000,training.val_every=200,training=adamw_nlp,wandb.use=true
+    id: ???
+    num: ???
+    config_name: config_nlp_pretrain
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys: []
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /data01/home/yuhang.cai/Stochastic-EoS
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /data01/home/yuhang.cai/Stochastic-EoS/configs
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /data01/home/yuhang.cai/Stochastic-EoS/logs/stochastic-eos/nlp-eos/next-token-prediction-pretrain_fineweb_gpt2_small-attnOgate-qkNorm_adamw-lr0.0018-b0.9-0.95-eps1e-08-wd0.1-bs64_wsd-10000-400-8000-10000-0_251127-155438
+    choices:
+      training: adamw_nlp
+      model: gpt2_small
+      dataset: fineweb
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: disabled
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

stochastic-eos/nlp-eos/next-token-prediction-pretrain_fineweb_gpt2_small-attnOgate-qkNorm_adamw-lr0.0018-b0.9-0.95-eps1e-08-wd0.1-bs64_wsd-10000-400-8000-10000-0_251127-155438/.hydra/overrides.yaml

@@ -0,0 +1,26 @@
+- dataset=fineweb
+- dataset.input_bin=data/fineweb/fineweb10B/fineweb_train_*.bin
+- dataset.input_val_bin=data/fineweb/fineweb10B/fineweb_val_*.bin
+- model=gpt2_small
+- training=adamw_nlp
+- wandb.use=true
+- training.seed=42
+- training.log_every=1
+- training.val_every=200
+- training.save_every=100
+- training.steps=10000
+- training.optimizer.name=adamw
+- training.optimizer.lr=0.0018
+- training.optimizer.weight_decay=0.1
+- training.optimizer.beta1=0.9
+- training.optimizer.beta2=0.95
+- training.optimizer.eps=1e-8
+- training.optimizer.batch_size=64
+- training.optimizer.minibatch_size=32
+- training.compile=true
+- training.sequence_length=1024
+- training.scheduler.name=wsd
+- training.scheduler.warmup_steps=400
+- training.scheduler.start_steps=8000
+- training.scheduler.end_steps=10000
+- training.scheduler.gamma=0