diff --git "a/msmt.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220/train_log.txt" "b/msmt.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220/train_log.txt" new file mode 100755--- /dev/null +++ "b/msmt.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220/train_log.txt" @@ -0,0 +1,3087 @@ +2023-08-07 21:13:19 transreid INFO: Namespace(config_file='configs/msmt17/vit_small.yml', local_rank=0, opts=['DATASETS.ROOT_DIR', './data/', 'SOLVER.BASE_LR', '4e-4', 'MODEL.DEVICE_ID', '("3")', 'MODEL.PRETRAIN_PATH', './pretrained/vits.lup.256x128.wopt.csk.4-8.ar.375.n8/checkpoint0220.pth/checkpoint0220.pth', 'OUTPUT_DIR', 'logs/msmt.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220', 'MODEL.PRETRAIN_HW_RATIO', '2']) +2023-08-07 21:13:19 transreid INFO: Saving model in the path :logs/msmt.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220 +2023-08-07 21:13:19 transreid INFO: Loaded configuration file configs/msmt17/vit_small.yml +2023-08-07 21:13:19 transreid INFO: Running with config: +DATALOADER: + NUM_INSTANCE: 4 + NUM_WORKERS: 8 + REMOVE_TAIL: 0 + SAMPLER: softmax_triplet +DATASETS: + NAMES: msmt17 + ROOT_DIR: ./data/ + ROOT_TRAIN_DIR: ../data + ROOT_VAL_DIR: ../data +INPUT: + PADDING: 10 + PIXEL_MEAN: [0.5, 0.5, 0.5] + PIXEL_STD: [0.5, 0.5, 0.5] + PROB: 0.5 + RE_PROB: 0.5 + SIZE_TEST: [256, 128] + SIZE_TRAIN: [256, 128] +MODEL: + ATT_DROP_RATE: 0.0 + COS_LAYER: False + DEVICE: cuda + DEVICE_ID: 3 + DEVIDE_LENGTH: 4 + DIST_TRAIN: False + DROPOUT_RATE: 0.0 + DROP_OUT: 0.0 + DROP_PATH: 0.1 + FEAT_DIM: 512 + ID_LOSS_TYPE: softmax + ID_LOSS_WEIGHT: 1.0 + IF_LABELSMOOTH: off + IF_WITH_CENTER: no + JPM: False + LAST_STRIDE: 1 + METRIC_LOSS_TYPE: triplet + NAME: transformer + NECK: bnneck + NO_MARGIN: True + POOLING: None + PRETRAIN_CHOICE: imagenet + PRETRAIN_HW_RATIO: 2 + PRETRAIN_PATH: ./pretrained/vits.lup.256x128.wopt.csk.4-8.ar.375.n8/checkpoint0220.pth/checkpoint0220.pth + REDUCE_FEAT_DIM: False + RE_ARRANGE: True + SHIFT_NUM: 5 + SHUFFLE_GROUP: 2 + SIE_CAMERA: False + SIE_COE: 3.0 + SIE_VIEW: False + STEM_CONV: False + STRIDE_SIZE: [16, 16] + TRANSFORMER_TYPE: vit_small_patch16_224_TransReID + TRIPLET_LOSS_WEIGHT: 1.0 +OUTPUT_DIR: logs/msmt.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220 +SOLVER: + BASE_LR: 0.0004 + BIAS_LR_FACTOR: 2 + CENTER_LOSS_WEIGHT: 0.0005 + CENTER_LR: 0.5 + CHECKPOINT_PERIOD: 120 + COSINE_MARGIN: 0.5 + COSINE_SCALE: 30 + EVAL_PERIOD: 120 + GAMMA: 0.1 + IMS_PER_BATCH: 64 + LARGE_FC_LR: False + LOG_PERIOD: 20 + MARGIN: 0.3 + MAX_EPOCHS: 120 + MOMENTUM: 0.9 + OPTIMIZER_NAME: SGD + SEED: 1234 + STEPS: (40, 70) + TRP_L2: False + WARMUP_EPOCHS: 20 + WARMUP_FACTOR: 0.01 + WARMUP_METHOD: cosine + WEIGHT_DECAY: 0.0001 + WEIGHT_DECAY_BIAS: 0.0001 +TEST: + DIST_MAT: dist_mat.npy + EVAL: True + FEAT_NORM: yes + IMS_PER_BATCH: 256 + NECK_FEAT: before + RE_RANKING: False + WEIGHT: +2023-08-07 21:13:20 transreid.check INFO: Dataset statistics: +2023-08-07 21:13:20 transreid.check INFO: ---------------------------------------- +2023-08-07 21:13:20 transreid.check INFO: subset | # ids | # images | # cameras +2023-08-07 21:13:20 transreid.check INFO: ---------------------------------------- +2023-08-07 21:13:20 transreid.check INFO: train | 1041 | 32621 | 15 +2023-08-07 21:13:20 transreid.check INFO: query | 3060 | 11659 | 15 +2023-08-07 21:13:20 transreid.check INFO: gallery | 3060 | 82161 | 15 +2023-08-07 21:13:20 transreid.check INFO: ---------------------------------------- +2023-08-07 21:13:49 transreid INFO: Namespace(config_file='configs/msmt17/vit_small.yml', local_rank=0, opts=['DATASETS.ROOT_DIR', './data/', 'SOLVER.BASE_LR', '4e-4', 'MODEL.DEVICE_ID', '("3")', 'MODEL.PRETRAIN_PATH', './pretrained/vits.lup.256x128.wopt.csk.4-8.ar.375.n8//checkpoint0220.pth', 'OUTPUT_DIR', 'logs/msmt.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220', 'MODEL.PRETRAIN_HW_RATIO', '2']) +2023-08-07 21:13:49 transreid INFO: Saving model in the path :logs/msmt.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220 +2023-08-07 21:13:49 transreid INFO: Loaded configuration file configs/msmt17/vit_small.yml +2023-08-07 21:13:49 transreid INFO: Running with config: +DATALOADER: + NUM_INSTANCE: 4 + NUM_WORKERS: 8 + REMOVE_TAIL: 0 + SAMPLER: softmax_triplet +DATASETS: + NAMES: msmt17 + ROOT_DIR: ./data/ + ROOT_TRAIN_DIR: ../data + ROOT_VAL_DIR: ../data +INPUT: + PADDING: 10 + PIXEL_MEAN: [0.5, 0.5, 0.5] + PIXEL_STD: [0.5, 0.5, 0.5] + PROB: 0.5 + RE_PROB: 0.5 + SIZE_TEST: [256, 128] + SIZE_TRAIN: [256, 128] +MODEL: + ATT_DROP_RATE: 0.0 + COS_LAYER: False + DEVICE: cuda + DEVICE_ID: 3 + DEVIDE_LENGTH: 4 + DIST_TRAIN: False + DROPOUT_RATE: 0.0 + DROP_OUT: 0.0 + DROP_PATH: 0.1 + FEAT_DIM: 512 + ID_LOSS_TYPE: softmax + ID_LOSS_WEIGHT: 1.0 + IF_LABELSMOOTH: off + IF_WITH_CENTER: no + JPM: False + LAST_STRIDE: 1 + METRIC_LOSS_TYPE: triplet + NAME: transformer + NECK: bnneck + NO_MARGIN: True + POOLING: None + PRETRAIN_CHOICE: imagenet + PRETRAIN_HW_RATIO: 2 + PRETRAIN_PATH: ./pretrained/vits.lup.256x128.wopt.csk.4-8.ar.375.n8//checkpoint0220.pth + REDUCE_FEAT_DIM: False + RE_ARRANGE: True + SHIFT_NUM: 5 + SHUFFLE_GROUP: 2 + SIE_CAMERA: False + SIE_COE: 3.0 + SIE_VIEW: False + STEM_CONV: False + STRIDE_SIZE: [16, 16] + TRANSFORMER_TYPE: vit_small_patch16_224_TransReID + TRIPLET_LOSS_WEIGHT: 1.0 +OUTPUT_DIR: logs/msmt.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220 +SOLVER: + BASE_LR: 0.0004 + BIAS_LR_FACTOR: 2 + CENTER_LOSS_WEIGHT: 0.0005 + CENTER_LR: 0.5 + CHECKPOINT_PERIOD: 120 + COSINE_MARGIN: 0.5 + COSINE_SCALE: 30 + EVAL_PERIOD: 120 + GAMMA: 0.1 + IMS_PER_BATCH: 64 + LARGE_FC_LR: False + LOG_PERIOD: 20 + MARGIN: 0.3 + MAX_EPOCHS: 120 + MOMENTUM: 0.9 + OPTIMIZER_NAME: SGD + SEED: 1234 + STEPS: (40, 70) + TRP_L2: False + WARMUP_EPOCHS: 20 + WARMUP_FACTOR: 0.01 + WARMUP_METHOD: cosine + WEIGHT_DECAY: 0.0001 + WEIGHT_DECAY_BIAS: 0.0001 +TEST: + DIST_MAT: dist_mat.npy + EVAL: True + FEAT_NORM: yes + IMS_PER_BATCH: 256 + NECK_FEAT: before + RE_RANKING: False + WEIGHT: +2023-08-07 21:13:49 transreid.check INFO: Dataset statistics: +2023-08-07 21:13:49 transreid.check INFO: ---------------------------------------- +2023-08-07 21:13:49 transreid.check INFO: subset | # ids | # images | # cameras +2023-08-07 21:13:49 transreid.check INFO: ---------------------------------------- +2023-08-07 21:13:49 transreid.check INFO: train | 1041 | 32621 | 15 +2023-08-07 21:13:49 transreid.check INFO: query | 3060 | 11659 | 15 +2023-08-07 21:13:49 transreid.check INFO: gallery | 3060 | 82161 | 15 +2023-08-07 21:13:49 transreid.check INFO: ---------------------------------------- +2023-08-07 21:13:59 transreid INFO: ===========using cosine learning rate======= +2023-08-07 21:13:59 transreid.train INFO: start training +2023-08-07 21:14:02 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 17.764, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:03 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 17.296, Acc: 0.000, Base Lr: 2.38e-05 +2023-08-07 21:14:05 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 16.939, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:07 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 16.362, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:08 transreid.train INFO: Epoch[1] Iter[100/486] Loss: 15.922, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:10 transreid.train INFO: Epoch[1] Iter[120/486] Loss: 15.566, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:12 transreid.train INFO: Epoch[1] Iter[140/486] Loss: 15.172, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:13 transreid.train INFO: Epoch[1] Iter[160/486] Loss: 14.894, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:15 transreid.train INFO: Epoch[1] Iter[180/486] Loss: 14.590, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:16 transreid.train INFO: Epoch[1] Iter[200/486] Loss: 14.359, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:18 transreid.train INFO: Epoch[1] Iter[220/486] Loss: 14.112, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:20 transreid.train INFO: Epoch[1] Iter[240/486] Loss: 13.902, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:21 transreid.train INFO: Epoch[1] Iter[260/486] Loss: 13.713, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:23 transreid.train INFO: Epoch[1] Iter[280/486] Loss: 13.534, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:25 transreid.train INFO: Epoch[1] Iter[300/486] Loss: 13.363, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:26 transreid.train INFO: Epoch[1] Iter[320/486] Loss: 13.206, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:28 transreid.train INFO: Epoch[1] Iter[340/486] Loss: 13.053, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:30 transreid.train INFO: Epoch[1] Iter[360/486] Loss: 12.928, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:31 transreid.train INFO: Epoch[1] Iter[380/486] Loss: 12.812, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:33 transreid.train INFO: Epoch[1] Iter[400/486] Loss: 12.701, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 21:14:35 transreid.train INFO: Epoch[1] Iter[420/486] Loss: 12.605, Acc: 0.002, Base Lr: 2.38e-05 +2023-08-07 21:14:36 transreid.train INFO: Epoch[1] Iter[440/486] Loss: 12.496, Acc: 0.002, Base Lr: 2.38e-05 +2023-08-07 21:14:38 transreid.train INFO: Epoch[1] Iter[460/486] Loss: 12.399, Acc: 0.002, Base Lr: 2.38e-05 +2023-08-07 21:14:39 transreid.train INFO: Epoch 1 done. Time per epoch: 39.995[s] Speed: 758.5[samples/s] +2023-08-07 21:14:42 transreid.train INFO: Epoch[2] Iter[20/486] Loss: 9.638, Acc: 0.000, Base Lr: 4.36e-05 +2023-08-07 21:14:43 transreid.train INFO: Epoch[2] Iter[40/486] Loss: 9.479, Acc: 0.001, Base Lr: 4.36e-05 +2023-08-07 21:14:45 transreid.train INFO: Epoch[2] Iter[60/486] Loss: 9.385, Acc: 0.001, Base Lr: 4.36e-05 +2023-08-07 21:14:47 transreid.train INFO: Epoch[2] Iter[80/486] Loss: 9.295, Acc: 0.001, Base Lr: 4.36e-05 +2023-08-07 21:14:49 transreid.train INFO: Epoch[2] Iter[100/486] Loss: 9.182, Acc: 0.001, Base Lr: 4.36e-05 +2023-08-07 21:14:50 transreid.train INFO: Epoch[2] Iter[120/486] Loss: 9.095, Acc: 0.002, Base Lr: 4.36e-05 +2023-08-07 21:14:52 transreid.train INFO: Epoch[2] Iter[140/486] Loss: 9.012, Acc: 0.002, Base Lr: 4.36e-05 +2023-08-07 21:14:54 transreid.train INFO: Epoch[2] Iter[160/486] Loss: 8.947, Acc: 0.002, Base Lr: 4.36e-05 +2023-08-07 21:14:55 transreid.train INFO: Epoch[2] Iter[180/486] Loss: 8.899, Acc: 0.003, Base Lr: 4.36e-05 +2023-08-07 21:14:57 transreid.train INFO: Epoch[2] Iter[200/486] Loss: 8.859, Acc: 0.003, Base Lr: 4.36e-05 +2023-08-07 21:14:59 transreid.train INFO: Epoch[2] Iter[220/486] Loss: 8.823, Acc: 0.003, Base Lr: 4.36e-05 +2023-08-07 21:15:00 transreid.train INFO: Epoch[2] Iter[240/486] Loss: 8.773, Acc: 0.004, Base Lr: 4.36e-05 +2023-08-07 21:15:02 transreid.train INFO: Epoch[2] Iter[260/486] Loss: 8.725, Acc: 0.004, Base Lr: 4.36e-05 +2023-08-07 21:15:04 transreid.train INFO: Epoch[2] Iter[280/486] Loss: 8.692, Acc: 0.005, Base Lr: 4.36e-05 +2023-08-07 21:15:06 transreid.train INFO: Epoch[2] Iter[300/486] Loss: 8.659, Acc: 0.005, Base Lr: 4.36e-05 +2023-08-07 21:15:07 transreid.train INFO: Epoch[2] Iter[320/486] Loss: 8.626, Acc: 0.005, Base Lr: 4.36e-05 +2023-08-07 21:15:09 transreid.train INFO: Epoch[2] Iter[340/486] Loss: 8.602, Acc: 0.006, Base Lr: 4.36e-05 +2023-08-07 21:15:11 transreid.train INFO: Epoch[2] Iter[360/486] Loss: 8.583, Acc: 0.007, Base Lr: 4.36e-05 +2023-08-07 21:15:13 transreid.train INFO: Epoch[2] Iter[380/486] Loss: 8.561, Acc: 0.007, Base Lr: 4.36e-05 +2023-08-07 21:15:14 transreid.train INFO: Epoch[2] Iter[400/486] Loss: 8.540, Acc: 0.008, Base Lr: 4.36e-05 +2023-08-07 21:15:16 transreid.train INFO: Epoch[2] Iter[420/486] Loss: 8.523, Acc: 0.010, Base Lr: 4.36e-05 +2023-08-07 21:15:18 transreid.train INFO: Epoch[2] Iter[440/486] Loss: 8.508, Acc: 0.013, Base Lr: 4.36e-05 +2023-08-07 21:15:19 transreid.train INFO: Epoch[2] Iter[460/486] Loss: 8.492, Acc: 0.017, Base Lr: 4.36e-05 +2023-08-07 21:15:21 transreid.train INFO: Epoch 2 done. Time per epoch: 41.580[s] Speed: 728.0[samples/s] +2023-08-07 21:15:23 transreid.train INFO: Epoch[3] Iter[20/486] Loss: 7.882, Acc: 0.021, Base Lr: 6.34e-05 +2023-08-07 21:15:25 transreid.train INFO: Epoch[3] Iter[40/486] Loss: 7.934, Acc: 0.029, Base Lr: 6.34e-05 +2023-08-07 21:15:26 transreid.train INFO: Epoch[3] Iter[60/486] Loss: 7.930, Acc: 0.028, Base Lr: 6.34e-05 +2023-08-07 21:15:28 transreid.train INFO: Epoch[3] Iter[80/486] Loss: 7.931, Acc: 0.031, Base Lr: 6.34e-05 +2023-08-07 21:15:30 transreid.train INFO: Epoch[3] Iter[100/486] Loss: 7.928, Acc: 0.035, Base Lr: 6.34e-05 +2023-08-07 21:15:31 transreid.train INFO: Epoch[3] Iter[120/486] Loss: 7.924, Acc: 0.038, Base Lr: 6.34e-05 +2023-08-07 21:15:33 transreid.train INFO: Epoch[3] Iter[140/486] Loss: 7.908, Acc: 0.039, Base Lr: 6.34e-05 +2023-08-07 21:15:35 transreid.train INFO: Epoch[3] Iter[160/486] Loss: 7.901, Acc: 0.041, Base Lr: 6.34e-05 +2023-08-07 21:15:36 transreid.train INFO: Epoch[3] Iter[180/486] Loss: 7.905, Acc: 0.041, Base Lr: 6.34e-05 +2023-08-07 21:15:38 transreid.train INFO: Epoch[3] Iter[200/486] Loss: 7.890, Acc: 0.043, Base Lr: 6.34e-05 +2023-08-07 21:15:40 transreid.train INFO: Epoch[3] Iter[220/486] Loss: 7.884, Acc: 0.046, Base Lr: 6.34e-05 +2023-08-07 21:15:41 transreid.train INFO: Epoch[3] Iter[240/486] Loss: 7.884, Acc: 0.049, Base Lr: 6.34e-05 +2023-08-07 21:15:43 transreid.train INFO: Epoch[3] Iter[260/486] Loss: 7.879, Acc: 0.051, Base Lr: 6.34e-05 +2023-08-07 21:15:45 transreid.train INFO: Epoch[3] Iter[280/486] Loss: 7.875, Acc: 0.052, Base Lr: 6.34e-05 +2023-08-07 21:15:46 transreid.train INFO: Epoch[3] Iter[300/486] Loss: 7.874, Acc: 0.054, Base Lr: 6.34e-05 +2023-08-07 21:15:48 transreid.train INFO: Epoch[3] Iter[320/486] Loss: 7.870, Acc: 0.058, Base Lr: 6.34e-05 +2023-08-07 21:15:50 transreid.train INFO: Epoch[3] Iter[340/486] Loss: 7.868, Acc: 0.063, Base Lr: 6.34e-05 +2023-08-07 21:15:51 transreid.train INFO: Epoch[3] Iter[360/486] Loss: 7.859, Acc: 0.070, Base Lr: 6.34e-05 +2023-08-07 21:15:53 transreid.train INFO: Epoch[3] Iter[380/486] Loss: 7.856, Acc: 0.077, Base Lr: 6.34e-05 +2023-08-07 21:15:55 transreid.train INFO: Epoch[3] Iter[400/486] Loss: 7.854, Acc: 0.084, Base Lr: 6.34e-05 +2023-08-07 21:15:56 transreid.train INFO: Epoch[3] Iter[420/486] Loss: 7.849, Acc: 0.096, Base Lr: 6.34e-05 +2023-08-07 21:15:58 transreid.train INFO: Epoch[3] Iter[440/486] Loss: 7.843, Acc: 0.110, Base Lr: 6.34e-05 +2023-08-07 21:16:00 transreid.train INFO: Epoch[3] Iter[460/486] Loss: 7.838, Acc: 0.126, Base Lr: 6.34e-05 +2023-08-07 21:16:01 transreid.train INFO: Epoch 3 done. Time per epoch: 40.447[s] Speed: 748.4[samples/s] +2023-08-07 21:16:04 transreid.train INFO: Epoch[4] Iter[20/486] Loss: 7.715, Acc: 0.087, Base Lr: 8.32e-05 +2023-08-07 21:16:05 transreid.train INFO: Epoch[4] Iter[40/486] Loss: 7.670, Acc: 0.079, Base Lr: 8.32e-05 +2023-08-07 21:16:07 transreid.train INFO: Epoch[4] Iter[60/486] Loss: 7.674, Acc: 0.077, Base Lr: 8.32e-05 +2023-08-07 21:16:09 transreid.train INFO: Epoch[4] Iter[80/486] Loss: 7.664, Acc: 0.071, Base Lr: 8.32e-05 +2023-08-07 21:16:10 transreid.train INFO: Epoch[4] Iter[100/486] Loss: 7.657, Acc: 0.070, Base Lr: 8.32e-05 +2023-08-07 21:16:12 transreid.train INFO: Epoch[4] Iter[120/486] Loss: 7.654, Acc: 0.071, Base Lr: 8.32e-05 +2023-08-07 21:16:14 transreid.train INFO: Epoch[4] Iter[140/486] Loss: 7.655, Acc: 0.073, Base Lr: 8.32e-05 +2023-08-07 21:16:15 transreid.train INFO: Epoch[4] Iter[160/486] Loss: 7.652, Acc: 0.072, Base Lr: 8.32e-05 +2023-08-07 21:16:17 transreid.train INFO: Epoch[4] Iter[180/486] Loss: 7.646, Acc: 0.074, Base Lr: 8.32e-05 +2023-08-07 21:16:19 transreid.train INFO: Epoch[4] Iter[200/486] Loss: 7.637, Acc: 0.077, Base Lr: 8.32e-05 +2023-08-07 21:16:20 transreid.train INFO: Epoch[4] Iter[220/486] Loss: 7.629, Acc: 0.081, Base Lr: 8.32e-05 +2023-08-07 21:16:22 transreid.train INFO: Epoch[4] Iter[240/486] Loss: 7.626, Acc: 0.084, Base Lr: 8.32e-05 +2023-08-07 21:16:24 transreid.train INFO: Epoch[4] Iter[260/486] Loss: 7.619, Acc: 0.084, Base Lr: 8.32e-05 +2023-08-07 21:16:25 transreid.train INFO: Epoch[4] Iter[280/486] Loss: 7.618, Acc: 0.088, Base Lr: 8.32e-05 +2023-08-07 21:16:27 transreid.train INFO: Epoch[4] Iter[300/486] Loss: 7.616, Acc: 0.093, Base Lr: 8.32e-05 +2023-08-07 21:16:29 transreid.train INFO: Epoch[4] Iter[320/486] Loss: 7.618, Acc: 0.097, Base Lr: 8.32e-05 +2023-08-07 21:16:30 transreid.train INFO: Epoch[4] Iter[340/486] Loss: 7.615, Acc: 0.101, Base Lr: 8.32e-05 +2023-08-07 21:16:32 transreid.train INFO: Epoch[4] Iter[360/486] Loss: 7.611, Acc: 0.109, Base Lr: 8.32e-05 +2023-08-07 21:16:33 transreid.train INFO: Epoch[4] Iter[380/486] Loss: 7.607, Acc: 0.119, Base Lr: 8.32e-05 +2023-08-07 21:16:35 transreid.train INFO: Epoch[4] Iter[400/486] Loss: 7.606, Acc: 0.129, Base Lr: 8.32e-05 +2023-08-07 21:16:37 transreid.train INFO: Epoch[4] Iter[420/486] Loss: 7.605, Acc: 0.143, Base Lr: 8.32e-05 +2023-08-07 21:16:38 transreid.train INFO: Epoch[4] Iter[440/486] Loss: 7.601, Acc: 0.159, Base Lr: 8.32e-05 +2023-08-07 21:16:40 transreid.train INFO: Epoch[4] Iter[460/486] Loss: 7.596, Acc: 0.180, Base Lr: 8.32e-05 +2023-08-07 21:16:41 transreid.train INFO: Epoch 4 done. Time per epoch: 40.449[s] Speed: 754.7[samples/s] +2023-08-07 21:16:44 transreid.train INFO: Epoch[5] Iter[20/486] Loss: 7.470, Acc: 0.083, Base Lr: 1.03e-04 +2023-08-07 21:16:46 transreid.train INFO: Epoch[5] Iter[40/486] Loss: 7.502, Acc: 0.071, Base Lr: 1.03e-04 +2023-08-07 21:16:47 transreid.train INFO: Epoch[5] Iter[60/486] Loss: 7.514, Acc: 0.070, Base Lr: 1.03e-04 +2023-08-07 21:16:49 transreid.train INFO: Epoch[5] Iter[80/486] Loss: 7.493, Acc: 0.065, Base Lr: 1.03e-04 +2023-08-07 21:16:51 transreid.train INFO: Epoch[5] Iter[100/486] Loss: 7.491, Acc: 0.067, Base Lr: 1.03e-04 +2023-08-07 21:16:52 transreid.train INFO: Epoch[5] Iter[120/486] Loss: 7.494, Acc: 0.067, Base Lr: 1.03e-04 +2023-08-07 21:16:54 transreid.train INFO: Epoch[5] Iter[140/486] Loss: 7.490, Acc: 0.068, Base Lr: 1.03e-04 +2023-08-07 21:16:56 transreid.train INFO: Epoch[5] Iter[160/486] Loss: 7.478, Acc: 0.068, Base Lr: 1.03e-04 +2023-08-07 21:16:57 transreid.train INFO: Epoch[5] Iter[180/486] Loss: 7.473, Acc: 0.067, Base Lr: 1.03e-04 +2023-08-07 21:16:59 transreid.train INFO: Epoch[5] Iter[200/486] Loss: 7.471, Acc: 0.068, Base Lr: 1.03e-04 +2023-08-07 21:17:01 transreid.train INFO: Epoch[5] Iter[220/486] Loss: 7.459, Acc: 0.069, Base Lr: 1.03e-04 +2023-08-07 21:17:02 transreid.train INFO: Epoch[5] Iter[240/486] Loss: 7.453, Acc: 0.072, Base Lr: 1.03e-04 +2023-08-07 21:17:04 transreid.train INFO: Epoch[5] Iter[260/486] Loss: 7.446, Acc: 0.076, Base Lr: 1.03e-04 +2023-08-07 21:17:06 transreid.train INFO: Epoch[5] Iter[280/486] Loss: 7.444, Acc: 0.080, Base Lr: 1.03e-04 +2023-08-07 21:17:07 transreid.train INFO: Epoch[5] Iter[300/486] Loss: 7.440, Acc: 0.085, Base Lr: 1.03e-04 +2023-08-07 21:17:09 transreid.train INFO: Epoch[5] Iter[320/486] Loss: 7.441, Acc: 0.090, Base Lr: 1.03e-04 +2023-08-07 21:17:11 transreid.train INFO: Epoch[5] Iter[340/486] Loss: 7.438, Acc: 0.094, Base Lr: 1.03e-04 +2023-08-07 21:17:12 transreid.train INFO: Epoch[5] Iter[360/486] Loss: 7.434, Acc: 0.103, Base Lr: 1.03e-04 +2023-08-07 21:17:14 transreid.train INFO: Epoch[5] Iter[380/486] Loss: 7.432, Acc: 0.112, Base Lr: 1.03e-04 +2023-08-07 21:17:16 transreid.train INFO: Epoch[5] Iter[400/486] Loss: 7.433, Acc: 0.122, Base Lr: 1.03e-04 +2023-08-07 21:17:17 transreid.train INFO: Epoch[5] Iter[420/486] Loss: 7.426, Acc: 0.136, Base Lr: 1.03e-04 +2023-08-07 21:17:19 transreid.train INFO: Epoch[5] Iter[440/486] Loss: 7.418, Acc: 0.153, Base Lr: 1.03e-04 +2023-08-07 21:17:21 transreid.train INFO: Epoch[5] Iter[460/486] Loss: 7.412, Acc: 0.173, Base Lr: 1.03e-04 +2023-08-07 21:17:22 transreid.train INFO: Epoch 5 done. Time per epoch: 40.335[s] Speed: 752.1[samples/s] +2023-08-07 21:17:24 transreid.train INFO: Epoch[6] Iter[20/486] Loss: 7.330, Acc: 0.062, Base Lr: 1.23e-04 +2023-08-07 21:17:26 transreid.train INFO: Epoch[6] Iter[40/486] Loss: 7.337, Acc: 0.061, Base Lr: 1.23e-04 +2023-08-07 21:17:28 transreid.train INFO: Epoch[6] Iter[60/486] Loss: 7.352, Acc: 0.064, Base Lr: 1.23e-04 +2023-08-07 21:17:29 transreid.train INFO: Epoch[6] Iter[80/486] Loss: 7.338, Acc: 0.059, Base Lr: 1.23e-04 +2023-08-07 21:17:31 transreid.train INFO: Epoch[6] Iter[100/486] Loss: 7.334, Acc: 0.064, Base Lr: 1.23e-04 +2023-08-07 21:17:32 transreid.train INFO: Epoch[6] Iter[120/486] Loss: 7.341, Acc: 0.062, Base Lr: 1.23e-04 +2023-08-07 21:17:34 transreid.train INFO: Epoch[6] Iter[140/486] Loss: 7.332, Acc: 0.065, Base Lr: 1.23e-04 +2023-08-07 21:17:36 transreid.train INFO: Epoch[6] Iter[160/486] Loss: 7.339, Acc: 0.067, Base Lr: 1.23e-04 +2023-08-07 21:17:37 transreid.train INFO: Epoch[6] Iter[180/486] Loss: 7.335, Acc: 0.072, Base Lr: 1.23e-04 +2023-08-07 21:17:39 transreid.train INFO: Epoch[6] Iter[200/486] Loss: 7.333, Acc: 0.075, Base Lr: 1.23e-04 +2023-08-07 21:17:41 transreid.train INFO: Epoch[6] Iter[220/486] Loss: 7.328, Acc: 0.076, Base Lr: 1.23e-04 +2023-08-07 21:17:42 transreid.train INFO: Epoch[6] Iter[240/486] Loss: 7.322, Acc: 0.079, Base Lr: 1.23e-04 +2023-08-07 21:17:44 transreid.train INFO: Epoch[6] Iter[260/486] Loss: 7.317, Acc: 0.084, Base Lr: 1.23e-04 +2023-08-07 21:17:45 transreid.train INFO: Epoch[6] Iter[280/486] Loss: 7.312, Acc: 0.088, Base Lr: 1.23e-04 +2023-08-07 21:17:47 transreid.train INFO: Epoch[6] Iter[300/486] Loss: 7.307, Acc: 0.090, Base Lr: 1.23e-04 +2023-08-07 21:17:49 transreid.train INFO: Epoch[6] Iter[320/486] Loss: 7.306, Acc: 0.094, Base Lr: 1.23e-04 +2023-08-07 21:17:50 transreid.train INFO: Epoch[6] Iter[340/486] Loss: 7.300, Acc: 0.100, Base Lr: 1.23e-04 +2023-08-07 21:17:52 transreid.train INFO: Epoch[6] Iter[360/486] Loss: 7.298, Acc: 0.106, Base Lr: 1.23e-04 +2023-08-07 21:17:54 transreid.train INFO: Epoch[6] Iter[380/486] Loss: 7.289, Acc: 0.114, Base Lr: 1.23e-04 +2023-08-07 21:17:55 transreid.train INFO: Epoch[6] Iter[400/486] Loss: 7.278, Acc: 0.124, Base Lr: 1.23e-04 +2023-08-07 21:17:57 transreid.train INFO: Epoch[6] Iter[420/486] Loss: 7.267, Acc: 0.139, Base Lr: 1.23e-04 +2023-08-07 21:17:59 transreid.train INFO: Epoch[6] Iter[440/486] Loss: 7.254, Acc: 0.155, Base Lr: 1.23e-04 +2023-08-07 21:18:01 transreid.train INFO: Epoch[6] Iter[460/486] Loss: 7.238, Acc: 0.178, Base Lr: 1.23e-04 +2023-08-07 21:18:02 transreid.train INFO: Epoch 6 done. 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Time per epoch: 39.948[s] Speed: 757.8[samples/s] +2023-08-07 21:19:25 transreid.train INFO: Epoch[9] Iter[20/486] Loss: 6.956, Acc: 0.048, Base Lr: 1.82e-04 +2023-08-07 21:19:26 transreid.train INFO: Epoch[9] Iter[40/486] Loss: 6.929, Acc: 0.052, Base Lr: 1.82e-04 +2023-08-07 21:19:28 transreid.train INFO: Epoch[9] Iter[60/486] Loss: 6.920, Acc: 0.056, Base Lr: 1.82e-04 +2023-08-07 21:19:30 transreid.train INFO: Epoch[9] Iter[80/486] Loss: 6.898, Acc: 0.068, Base Lr: 1.82e-04 +2023-08-07 21:19:31 transreid.train INFO: Epoch[9] Iter[100/486] Loss: 6.887, Acc: 0.071, Base Lr: 1.82e-04 +2023-08-07 21:19:33 transreid.train INFO: Epoch[9] Iter[120/486] Loss: 6.875, Acc: 0.068, Base Lr: 1.82e-04 +2023-08-07 21:19:34 transreid.train INFO: Epoch[9] Iter[140/486] Loss: 6.862, Acc: 0.070, Base Lr: 1.82e-04 +2023-08-07 21:19:36 transreid.train INFO: Epoch[9] Iter[160/486] Loss: 6.858, Acc: 0.069, Base Lr: 1.82e-04 +2023-08-07 21:19:38 transreid.train INFO: Epoch[9] Iter[180/486] Loss: 6.854, Acc: 0.072, Base Lr: 1.82e-04 +2023-08-07 21:19:39 transreid.train INFO: Epoch[9] Iter[200/486] Loss: 6.841, Acc: 0.072, Base Lr: 1.82e-04 +2023-08-07 21:19:41 transreid.train INFO: Epoch[9] Iter[220/486] Loss: 6.824, Acc: 0.075, Base Lr: 1.82e-04 +2023-08-07 21:19:43 transreid.train INFO: Epoch[9] Iter[240/486] Loss: 6.817, Acc: 0.079, Base Lr: 1.82e-04 +2023-08-07 21:19:44 transreid.train INFO: Epoch[9] Iter[260/486] Loss: 6.801, Acc: 0.080, Base Lr: 1.82e-04 +2023-08-07 21:19:46 transreid.train INFO: Epoch[9] Iter[280/486] Loss: 6.789, Acc: 0.085, Base Lr: 1.82e-04 +2023-08-07 21:19:47 transreid.train INFO: Epoch[9] Iter[300/486] Loss: 6.780, Acc: 0.087, Base Lr: 1.82e-04 +2023-08-07 21:19:49 transreid.train INFO: Epoch[9] Iter[320/486] Loss: 6.767, Acc: 0.091, Base Lr: 1.82e-04 +2023-08-07 21:19:51 transreid.train INFO: Epoch[9] Iter[340/486] Loss: 6.749, Acc: 0.096, Base Lr: 1.82e-04 +2023-08-07 21:19:52 transreid.train INFO: Epoch[9] Iter[360/486] Loss: 6.728, Acc: 0.104, Base Lr: 1.82e-04 +2023-08-07 21:19:54 transreid.train INFO: Epoch[9] Iter[380/486] Loss: 6.711, Acc: 0.110, Base Lr: 1.82e-04 +2023-08-07 21:19:55 transreid.train INFO: Epoch[9] Iter[400/486] Loss: 6.686, Acc: 0.120, Base Lr: 1.82e-04 +2023-08-07 21:19:57 transreid.train INFO: Epoch[9] Iter[420/486] Loss: 6.658, Acc: 0.135, Base Lr: 1.82e-04 +2023-08-07 21:19:59 transreid.train INFO: Epoch[9] Iter[440/486] Loss: 6.623, Acc: 0.152, Base Lr: 1.82e-04 +2023-08-07 21:20:00 transreid.train INFO: Epoch[9] Iter[460/486] Loss: 6.584, Acc: 0.172, Base Lr: 1.82e-04 +2023-08-07 21:20:01 transreid.train INFO: Epoch 9 done. Time per epoch: 39.236[s] Speed: 771.5[samples/s] +2023-08-07 21:20:04 transreid.train INFO: Epoch[10] Iter[20/486] Loss: 6.800, Acc: 0.063, Base Lr: 2.02e-04 +2023-08-07 21:20:06 transreid.train INFO: Epoch[10] Iter[40/486] Loss: 6.727, Acc: 0.065, Base Lr: 2.02e-04 +2023-08-07 21:20:07 transreid.train INFO: Epoch[10] Iter[60/486] Loss: 6.713, Acc: 0.067, Base Lr: 2.02e-04 +2023-08-07 21:20:09 transreid.train INFO: Epoch[10] Iter[80/486] Loss: 6.705, Acc: 0.068, Base Lr: 2.02e-04 +2023-08-07 21:20:11 transreid.train INFO: Epoch[10] Iter[100/486] Loss: 6.686, Acc: 0.066, Base Lr: 2.02e-04 +2023-08-07 21:20:12 transreid.train INFO: Epoch[10] Iter[120/486] Loss: 6.687, Acc: 0.065, Base Lr: 2.02e-04 +2023-08-07 21:20:14 transreid.train INFO: Epoch[10] Iter[140/486] Loss: 6.681, Acc: 0.064, Base Lr: 2.02e-04 +2023-08-07 21:20:16 transreid.train INFO: Epoch[10] Iter[160/486] Loss: 6.681, Acc: 0.064, Base Lr: 2.02e-04 +2023-08-07 21:20:17 transreid.train INFO: Epoch[10] Iter[180/486] Loss: 6.671, Acc: 0.067, Base Lr: 2.02e-04 +2023-08-07 21:20:19 transreid.train INFO: Epoch[10] Iter[200/486] Loss: 6.653, Acc: 0.071, Base Lr: 2.02e-04 +2023-08-07 21:20:21 transreid.train INFO: Epoch[10] Iter[220/486] Loss: 6.646, Acc: 0.073, Base Lr: 2.02e-04 +2023-08-07 21:20:22 transreid.train INFO: Epoch[10] Iter[240/486] Loss: 6.633, Acc: 0.075, Base Lr: 2.02e-04 +2023-08-07 21:20:24 transreid.train INFO: Epoch[10] Iter[260/486] Loss: 6.616, Acc: 0.078, Base Lr: 2.02e-04 +2023-08-07 21:20:25 transreid.train INFO: Epoch[10] Iter[280/486] Loss: 6.600, Acc: 0.082, Base Lr: 2.02e-04 +2023-08-07 21:20:27 transreid.train INFO: Epoch[10] Iter[300/486] Loss: 6.583, Acc: 0.087, Base Lr: 2.02e-04 +2023-08-07 21:20:29 transreid.train INFO: Epoch[10] Iter[320/486] Loss: 6.573, Acc: 0.091, Base Lr: 2.02e-04 +2023-08-07 21:20:30 transreid.train INFO: Epoch[10] Iter[340/486] Loss: 6.552, Acc: 0.097, Base Lr: 2.02e-04 +2023-08-07 21:20:32 transreid.train INFO: Epoch[10] Iter[360/486] Loss: 6.530, Acc: 0.105, Base Lr: 2.02e-04 +2023-08-07 21:20:34 transreid.train INFO: Epoch[10] Iter[380/486] Loss: 6.500, Acc: 0.115, Base Lr: 2.02e-04 +2023-08-07 21:20:35 transreid.train INFO: Epoch[10] Iter[400/486] Loss: 6.470, Acc: 0.126, Base Lr: 2.02e-04 +2023-08-07 21:20:37 transreid.train INFO: Epoch[10] Iter[420/486] Loss: 6.437, Acc: 0.138, Base Lr: 2.02e-04 +2023-08-07 21:20:39 transreid.train INFO: Epoch[10] Iter[440/486] Loss: 6.390, Acc: 0.157, Base Lr: 2.02e-04 +2023-08-07 21:20:40 transreid.train INFO: Epoch[10] Iter[460/486] Loss: 6.332, Acc: 0.181, Base Lr: 2.02e-04 +2023-08-07 21:20:42 transreid.train INFO: Epoch 10 done. 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Time per epoch: 39.885[s] Speed: 760.6[samples/s] +2023-08-07 21:22:05 transreid.train INFO: Epoch[13] Iter[20/486] Loss: 6.095, Acc: 0.084, Base Lr: 2.61e-04 +2023-08-07 21:22:06 transreid.train INFO: Epoch[13] Iter[40/486] Loss: 6.094, Acc: 0.085, Base Lr: 2.61e-04 +2023-08-07 21:22:08 transreid.train INFO: Epoch[13] Iter[60/486] Loss: 6.110, Acc: 0.084, Base Lr: 2.61e-04 +2023-08-07 21:22:10 transreid.train INFO: Epoch[13] Iter[80/486] Loss: 6.129, Acc: 0.073, Base Lr: 2.61e-04 +2023-08-07 21:22:11 transreid.train INFO: Epoch[13] Iter[100/486] Loss: 6.127, Acc: 0.074, Base Lr: 2.61e-04 +2023-08-07 21:22:13 transreid.train INFO: Epoch[13] Iter[120/486] Loss: 6.104, Acc: 0.076, Base Lr: 2.61e-04 +2023-08-07 21:22:15 transreid.train INFO: Epoch[13] Iter[140/486] Loss: 6.084, Acc: 0.079, Base Lr: 2.61e-04 +2023-08-07 21:22:16 transreid.train INFO: Epoch[13] Iter[160/486] Loss: 6.055, Acc: 0.086, Base Lr: 2.61e-04 +2023-08-07 21:22:18 transreid.train INFO: Epoch[13] Iter[180/486] Loss: 6.033, Acc: 0.087, Base Lr: 2.61e-04 +2023-08-07 21:22:19 transreid.train INFO: Epoch[13] Iter[200/486] Loss: 6.001, Acc: 0.091, Base Lr: 2.61e-04 +2023-08-07 21:22:21 transreid.train INFO: Epoch[13] Iter[220/486] Loss: 5.976, Acc: 0.096, Base Lr: 2.61e-04 +2023-08-07 21:22:23 transreid.train INFO: Epoch[13] Iter[240/486] Loss: 5.956, Acc: 0.099, Base Lr: 2.61e-04 +2023-08-07 21:22:24 transreid.train INFO: Epoch[13] Iter[260/486] Loss: 5.941, Acc: 0.101, Base Lr: 2.61e-04 +2023-08-07 21:22:26 transreid.train INFO: Epoch[13] Iter[280/486] Loss: 5.917, Acc: 0.107, Base Lr: 2.61e-04 +2023-08-07 21:22:28 transreid.train INFO: Epoch[13] Iter[300/486] Loss: 5.887, Acc: 0.112, Base Lr: 2.61e-04 +2023-08-07 21:22:29 transreid.train INFO: Epoch[13] Iter[320/486] Loss: 5.861, Acc: 0.114, Base Lr: 2.61e-04 +2023-08-07 21:22:31 transreid.train INFO: Epoch[13] Iter[340/486] Loss: 5.829, Acc: 0.121, Base Lr: 2.61e-04 +2023-08-07 21:22:33 transreid.train INFO: Epoch[13] Iter[360/486] Loss: 5.798, Acc: 0.128, Base Lr: 2.61e-04 +2023-08-07 21:22:34 transreid.train INFO: Epoch[13] Iter[380/486] Loss: 5.755, Acc: 0.139, Base Lr: 2.61e-04 +2023-08-07 21:22:36 transreid.train INFO: Epoch[13] Iter[400/486] Loss: 5.700, Acc: 0.152, Base Lr: 2.61e-04 +2023-08-07 21:22:38 transreid.train INFO: Epoch[13] Iter[420/486] Loss: 5.642, Acc: 0.167, Base Lr: 2.61e-04 +2023-08-07 21:22:39 transreid.train INFO: Epoch[13] Iter[440/486] Loss: 5.570, Acc: 0.187, Base Lr: 2.61e-04 +2023-08-07 21:22:41 transreid.train INFO: Epoch[13] Iter[460/486] Loss: 5.488, Acc: 0.210, Base Lr: 2.61e-04 +2023-08-07 21:22:42 transreid.train INFO: Epoch 13 done. 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Time per epoch: 40.035[s] Speed: 756.1[samples/s] +2023-08-07 21:28:06 transreid.train INFO: Epoch[22] Iter[20/486] Loss: 4.140, Acc: 0.271, Base Lr: 3.68e-04 +2023-08-07 21:28:08 transreid.train INFO: Epoch[22] Iter[40/486] Loss: 4.257, Acc: 0.253, Base Lr: 3.68e-04 +2023-08-07 21:28:09 transreid.train INFO: Epoch[22] Iter[60/486] Loss: 4.161, Acc: 0.282, Base Lr: 3.68e-04 +2023-08-07 21:28:11 transreid.train INFO: Epoch[22] Iter[80/486] Loss: 4.146, Acc: 0.279, Base Lr: 3.68e-04 +2023-08-07 21:28:13 transreid.train INFO: Epoch[22] Iter[100/486] Loss: 4.109, Acc: 0.287, Base Lr: 3.68e-04 +2023-08-07 21:28:14 transreid.train INFO: Epoch[22] Iter[120/486] Loss: 4.104, Acc: 0.288, Base Lr: 3.68e-04 +2023-08-07 21:28:16 transreid.train INFO: Epoch[22] Iter[140/486] Loss: 4.053, Acc: 0.295, Base Lr: 3.68e-04 +2023-08-07 21:28:18 transreid.train INFO: Epoch[22] Iter[160/486] Loss: 4.017, Acc: 0.306, Base Lr: 3.68e-04 +2023-08-07 21:28:19 transreid.train INFO: Epoch[22] Iter[180/486] Loss: 3.972, Acc: 0.319, Base Lr: 3.68e-04 +2023-08-07 21:28:21 transreid.train INFO: Epoch[22] Iter[200/486] Loss: 3.928, Acc: 0.330, Base Lr: 3.68e-04 +2023-08-07 21:28:22 transreid.train INFO: Epoch[22] Iter[220/486] Loss: 3.877, Acc: 0.341, Base Lr: 3.68e-04 +2023-08-07 21:28:24 transreid.train INFO: Epoch[22] Iter[240/486] Loss: 3.838, Acc: 0.350, Base Lr: 3.68e-04 +2023-08-07 21:28:26 transreid.train INFO: Epoch[22] Iter[260/486] Loss: 3.784, Acc: 0.362, Base Lr: 3.68e-04 +2023-08-07 21:28:28 transreid.train INFO: Epoch[22] Iter[280/486] Loss: 3.743, Acc: 0.372, Base Lr: 3.68e-04 +2023-08-07 21:28:29 transreid.train INFO: Epoch[22] Iter[300/486] Loss: 3.688, Acc: 0.385, Base Lr: 3.68e-04 +2023-08-07 21:28:31 transreid.train INFO: Epoch[22] Iter[320/486] Loss: 3.628, Acc: 0.402, Base Lr: 3.68e-04 +2023-08-07 21:28:32 transreid.train INFO: Epoch[22] Iter[340/486] Loss: 3.565, Acc: 0.416, Base Lr: 3.68e-04 +2023-08-07 21:28:34 transreid.train INFO: Epoch[22] Iter[360/486] Loss: 3.497, Acc: 0.435, Base Lr: 3.68e-04 +2023-08-07 21:28:36 transreid.train INFO: Epoch[22] Iter[380/486] Loss: 3.421, Acc: 0.454, Base Lr: 3.68e-04 +2023-08-07 21:28:37 transreid.train INFO: Epoch[22] Iter[400/486] Loss: 3.335, Acc: 0.474, Base Lr: 3.68e-04 +2023-08-07 21:28:39 transreid.train INFO: Epoch[22] Iter[420/486] Loss: 3.256, Acc: 0.494, Base Lr: 3.68e-04 +2023-08-07 21:28:41 transreid.train INFO: Epoch[22] Iter[440/486] Loss: 3.170, Acc: 0.514, Base Lr: 3.68e-04 +2023-08-07 21:28:42 transreid.train INFO: Epoch[22] Iter[460/486] Loss: 3.083, Acc: 0.533, Base Lr: 3.68e-04 +2023-08-07 21:28:44 transreid.train INFO: Epoch 22 done. 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Time per epoch: 40.243[s] Speed: 753.8[samples/s] +2023-08-07 21:30:07 transreid.train INFO: Epoch[25] Iter[20/486] Loss: 3.471, Acc: 0.423, Base Lr: 3.59e-04 +2023-08-07 21:30:08 transreid.train INFO: Epoch[25] Iter[40/486] Loss: 3.450, Acc: 0.423, Base Lr: 3.59e-04 +2023-08-07 21:30:10 transreid.train INFO: Epoch[25] Iter[60/486] Loss: 3.454, Acc: 0.420, Base Lr: 3.59e-04 +2023-08-07 21:30:12 transreid.train INFO: Epoch[25] Iter[80/486] Loss: 3.432, Acc: 0.427, Base Lr: 3.59e-04 +2023-08-07 21:30:13 transreid.train INFO: Epoch[25] Iter[100/486] Loss: 3.411, Acc: 0.431, Base Lr: 3.59e-04 +2023-08-07 21:30:15 transreid.train INFO: Epoch[25] Iter[120/486] Loss: 3.379, Acc: 0.439, Base Lr: 3.59e-04 +2023-08-07 21:30:17 transreid.train INFO: Epoch[25] Iter[140/486] Loss: 3.357, Acc: 0.441, Base Lr: 3.59e-04 +2023-08-07 21:30:18 transreid.train INFO: Epoch[25] Iter[160/486] Loss: 3.335, Acc: 0.447, Base Lr: 3.59e-04 +2023-08-07 21:30:20 transreid.train INFO: Epoch[25] Iter[180/486] Loss: 3.295, Acc: 0.457, Base Lr: 3.59e-04 +2023-08-07 21:30:21 transreid.train INFO: Epoch[25] Iter[200/486] Loss: 3.276, Acc: 0.464, Base Lr: 3.59e-04 +2023-08-07 21:30:23 transreid.train INFO: Epoch[25] Iter[220/486] Loss: 3.241, Acc: 0.474, Base Lr: 3.59e-04 +2023-08-07 21:30:25 transreid.train INFO: Epoch[25] Iter[240/486] Loss: 3.186, Acc: 0.488, Base Lr: 3.59e-04 +2023-08-07 21:30:26 transreid.train INFO: Epoch[25] Iter[260/486] Loss: 3.132, Acc: 0.500, Base Lr: 3.59e-04 +2023-08-07 21:30:28 transreid.train INFO: Epoch[25] Iter[280/486] Loss: 3.080, Acc: 0.513, Base Lr: 3.59e-04 +2023-08-07 21:30:30 transreid.train INFO: Epoch[25] Iter[300/486] Loss: 3.020, Acc: 0.526, Base Lr: 3.59e-04 +2023-08-07 21:30:31 transreid.train INFO: Epoch[25] Iter[320/486] Loss: 2.968, Acc: 0.538, Base Lr: 3.59e-04 +2023-08-07 21:30:33 transreid.train INFO: Epoch[25] Iter[340/486] Loss: 2.916, Acc: 0.551, Base Lr: 3.59e-04 +2023-08-07 21:30:35 transreid.train INFO: Epoch[25] Iter[360/486] Loss: 2.855, Acc: 0.565, Base Lr: 3.59e-04 +2023-08-07 21:30:36 transreid.train INFO: Epoch[25] Iter[380/486] Loss: 2.800, Acc: 0.578, Base Lr: 3.59e-04 +2023-08-07 21:30:38 transreid.train INFO: Epoch[25] Iter[400/486] Loss: 2.727, Acc: 0.595, Base Lr: 3.59e-04 +2023-08-07 21:30:40 transreid.train INFO: Epoch[25] Iter[420/486] Loss: 2.655, Acc: 0.611, Base Lr: 3.59e-04 +2023-08-07 21:30:41 transreid.train INFO: Epoch[25] Iter[440/486] Loss: 2.577, Acc: 0.627, Base Lr: 3.59e-04 +2023-08-07 21:30:43 transreid.train INFO: Epoch[25] Iter[460/486] Loss: 2.503, Acc: 0.642, Base Lr: 3.59e-04 +2023-08-07 21:30:44 transreid.train INFO: Epoch 25 done. 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Time per epoch: 40.258[s] Speed: 755.1[samples/s] +2023-08-07 21:33:28 transreid.train INFO: Epoch[30] Iter[20/486] Loss: 2.752, Acc: 0.555, Base Lr: 3.42e-04 +2023-08-07 21:33:29 transreid.train INFO: Epoch[30] Iter[40/486] Loss: 2.707, Acc: 0.561, Base Lr: 3.42e-04 +2023-08-07 21:33:31 transreid.train INFO: Epoch[30] Iter[60/486] Loss: 2.641, Acc: 0.577, Base Lr: 3.42e-04 +2023-08-07 21:33:33 transreid.train INFO: Epoch[30] Iter[80/486] Loss: 2.643, Acc: 0.579, Base Lr: 3.42e-04 +2023-08-07 21:33:34 transreid.train INFO: Epoch[30] Iter[100/486] Loss: 2.617, Acc: 0.584, Base Lr: 3.42e-04 +2023-08-07 21:33:36 transreid.train INFO: Epoch[30] Iter[120/486] Loss: 2.569, Acc: 0.595, Base Lr: 3.42e-04 +2023-08-07 21:33:38 transreid.train INFO: Epoch[30] Iter[140/486] Loss: 2.543, Acc: 0.605, Base Lr: 3.42e-04 +2023-08-07 21:33:39 transreid.train INFO: Epoch[30] Iter[160/486] Loss: 2.511, Acc: 0.616, Base Lr: 3.42e-04 +2023-08-07 21:33:41 transreid.train INFO: Epoch[30] Iter[180/486] Loss: 2.467, Acc: 0.625, Base Lr: 3.42e-04 +2023-08-07 21:33:43 transreid.train INFO: Epoch[30] Iter[200/486] Loss: 2.418, Acc: 0.637, Base Lr: 3.42e-04 +2023-08-07 21:33:44 transreid.train INFO: Epoch[30] Iter[220/486] Loss: 2.366, Acc: 0.648, Base Lr: 3.42e-04 +2023-08-07 21:33:46 transreid.train INFO: Epoch[30] Iter[240/486] Loss: 2.337, Acc: 0.656, Base Lr: 3.42e-04 +2023-08-07 21:33:48 transreid.train INFO: Epoch[30] Iter[260/486] Loss: 2.284, Acc: 0.666, Base Lr: 3.42e-04 +2023-08-07 21:33:49 transreid.train INFO: Epoch[30] Iter[280/486] Loss: 2.242, Acc: 0.676, Base Lr: 3.42e-04 +2023-08-07 21:33:51 transreid.train INFO: Epoch[30] Iter[300/486] Loss: 2.196, Acc: 0.687, Base Lr: 3.42e-04 +2023-08-07 21:33:53 transreid.train INFO: Epoch[30] Iter[320/486] Loss: 2.155, Acc: 0.696, Base Lr: 3.42e-04 +2023-08-07 21:33:54 transreid.train INFO: Epoch[30] Iter[340/486] Loss: 2.106, Acc: 0.708, Base Lr: 3.42e-04 +2023-08-07 21:33:56 transreid.train INFO: Epoch[30] Iter[360/486] Loss: 2.055, Acc: 0.719, Base Lr: 3.42e-04 +2023-08-07 21:33:58 transreid.train INFO: Epoch[30] Iter[380/486] Loss: 1.998, Acc: 0.731, Base Lr: 3.42e-04 +2023-08-07 21:33:59 transreid.train INFO: Epoch[30] Iter[400/486] Loss: 1.951, Acc: 0.741, Base Lr: 3.42e-04 +2023-08-07 21:34:01 transreid.train INFO: Epoch[30] Iter[420/486] Loss: 1.896, Acc: 0.751, Base Lr: 3.42e-04 +2023-08-07 21:34:03 transreid.train INFO: Epoch[30] Iter[440/486] Loss: 1.845, Acc: 0.761, Base Lr: 3.42e-04 +2023-08-07 21:34:04 transreid.train INFO: Epoch[30] Iter[460/486] Loss: 1.788, Acc: 0.771, Base Lr: 3.42e-04 +2023-08-07 21:34:05 transreid.train INFO: Epoch 30 done. 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Time per epoch: 40.053[s] Speed: 759.0[samples/s] +2023-08-07 21:41:30 transreid.train INFO: Epoch[42] Iter[20/486] Loss: 1.563, Acc: 0.762, Base Lr: 2.91e-04 +2023-08-07 21:41:32 transreid.train INFO: Epoch[42] Iter[40/486] Loss: 1.472, Acc: 0.784, Base Lr: 2.91e-04 +2023-08-07 21:41:33 transreid.train INFO: Epoch[42] Iter[60/486] Loss: 1.460, Acc: 0.793, Base Lr: 2.91e-04 +2023-08-07 21:41:35 transreid.train INFO: Epoch[42] Iter[80/486] Loss: 1.438, Acc: 0.800, Base Lr: 2.91e-04 +2023-08-07 21:41:37 transreid.train INFO: Epoch[42] Iter[100/486] Loss: 1.399, Acc: 0.811, Base Lr: 2.91e-04 +2023-08-07 21:41:38 transreid.train INFO: Epoch[42] Iter[120/486] Loss: 1.344, Acc: 0.826, Base Lr: 2.91e-04 +2023-08-07 21:41:40 transreid.train INFO: Epoch[42] Iter[140/486] Loss: 1.313, Acc: 0.831, Base Lr: 2.91e-04 +2023-08-07 21:41:42 transreid.train INFO: Epoch[42] Iter[160/486] Loss: 1.282, Acc: 0.837, Base Lr: 2.91e-04 +2023-08-07 21:41:43 transreid.train INFO: Epoch[42] Iter[180/486] Loss: 1.247, Acc: 0.844, Base Lr: 2.91e-04 +2023-08-07 21:41:45 transreid.train INFO: Epoch[42] Iter[200/486] Loss: 1.220, Acc: 0.850, Base Lr: 2.91e-04 +2023-08-07 21:41:46 transreid.train INFO: Epoch[42] Iter[220/486] Loss: 1.192, Acc: 0.856, Base Lr: 2.91e-04 +2023-08-07 21:41:48 transreid.train INFO: Epoch[42] Iter[240/486] Loss: 1.159, Acc: 0.864, Base Lr: 2.91e-04 +2023-08-07 21:41:50 transreid.train INFO: Epoch[42] Iter[260/486] Loss: 1.129, Acc: 0.871, Base Lr: 2.91e-04 +2023-08-07 21:41:51 transreid.train INFO: Epoch[42] Iter[280/486] Loss: 1.100, Acc: 0.877, Base Lr: 2.91e-04 +2023-08-07 21:41:53 transreid.train INFO: Epoch[42] Iter[300/486] Loss: 1.070, Acc: 0.882, Base Lr: 2.91e-04 +2023-08-07 21:41:55 transreid.train INFO: Epoch[42] Iter[320/486] Loss: 1.042, Acc: 0.888, Base Lr: 2.91e-04 +2023-08-07 21:41:56 transreid.train INFO: Epoch[42] Iter[340/486] Loss: 1.013, Acc: 0.892, Base Lr: 2.91e-04 +2023-08-07 21:41:58 transreid.train INFO: Epoch[42] Iter[360/486] Loss: 0.985, Acc: 0.897, Base Lr: 2.91e-04 +2023-08-07 21:42:00 transreid.train INFO: Epoch[42] Iter[380/486] Loss: 0.964, Acc: 0.900, Base Lr: 2.91e-04 +2023-08-07 21:42:01 transreid.train INFO: Epoch[42] Iter[400/486] Loss: 0.943, Acc: 0.904, Base Lr: 2.91e-04 +2023-08-07 21:42:03 transreid.train INFO: Epoch[42] Iter[420/486] Loss: 0.920, Acc: 0.908, Base Lr: 2.91e-04 +2023-08-07 21:42:05 transreid.train INFO: Epoch[42] Iter[440/486] Loss: 0.896, Acc: 0.911, Base Lr: 2.91e-04 +2023-08-07 21:42:06 transreid.train INFO: Epoch[42] Iter[460/486] Loss: 0.871, Acc: 0.914, Base Lr: 2.91e-04 +2023-08-07 21:42:07 transreid.train INFO: Epoch 42 done. 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Time per epoch: 40.054[s] Speed: 754.2[samples/s] +2023-08-07 21:45:31 transreid.train INFO: Epoch[48] Iter[20/486] Loss: 1.186, Acc: 0.847, Base Lr: 2.62e-04 +2023-08-07 21:45:32 transreid.train INFO: Epoch[48] Iter[40/486] Loss: 1.150, Acc: 0.857, Base Lr: 2.62e-04 +2023-08-07 21:45:34 transreid.train INFO: Epoch[48] Iter[60/486] Loss: 1.070, Acc: 0.872, Base Lr: 2.62e-04 +2023-08-07 21:45:36 transreid.train INFO: Epoch[48] Iter[80/486] Loss: 1.065, Acc: 0.874, Base Lr: 2.62e-04 +2023-08-07 21:45:37 transreid.train INFO: Epoch[48] Iter[100/486] Loss: 1.036, Acc: 0.879, Base Lr: 2.62e-04 +2023-08-07 21:45:39 transreid.train INFO: Epoch[48] Iter[120/486] Loss: 0.991, Acc: 0.885, Base Lr: 2.62e-04 +2023-08-07 21:45:41 transreid.train INFO: Epoch[48] Iter[140/486] Loss: 0.966, Acc: 0.891, Base Lr: 2.62e-04 +2023-08-07 21:45:42 transreid.train INFO: Epoch[48] Iter[160/486] Loss: 0.952, Acc: 0.894, Base Lr: 2.62e-04 +2023-08-07 21:45:44 transreid.train INFO: Epoch[48] Iter[180/486] Loss: 0.933, Acc: 0.898, Base Lr: 2.62e-04 +2023-08-07 21:45:46 transreid.train INFO: Epoch[48] Iter[200/486] Loss: 0.907, Acc: 0.903, Base Lr: 2.62e-04 +2023-08-07 21:45:47 transreid.train INFO: Epoch[48] Iter[220/486] Loss: 0.877, Acc: 0.908, Base Lr: 2.62e-04 +2023-08-07 21:45:49 transreid.train INFO: Epoch[48] Iter[240/486] Loss: 0.856, Acc: 0.912, Base Lr: 2.62e-04 +2023-08-07 21:45:51 transreid.train INFO: Epoch[48] Iter[260/486] Loss: 0.833, Acc: 0.916, Base Lr: 2.62e-04 +2023-08-07 21:45:52 transreid.train INFO: Epoch[48] Iter[280/486] Loss: 0.812, Acc: 0.920, Base Lr: 2.62e-04 +2023-08-07 21:45:54 transreid.train INFO: Epoch[48] Iter[300/486] Loss: 0.794, Acc: 0.922, Base Lr: 2.62e-04 +2023-08-07 21:45:55 transreid.train INFO: Epoch[48] Iter[320/486] Loss: 0.774, Acc: 0.926, Base Lr: 2.62e-04 +2023-08-07 21:45:57 transreid.train INFO: Epoch[48] Iter[340/486] Loss: 0.753, Acc: 0.929, Base Lr: 2.62e-04 +2023-08-07 21:45:59 transreid.train INFO: Epoch[48] Iter[360/486] Loss: 0.735, Acc: 0.932, Base Lr: 2.62e-04 +2023-08-07 21:46:00 transreid.train INFO: Epoch[48] Iter[380/486] Loss: 0.716, Acc: 0.934, Base Lr: 2.62e-04 +2023-08-07 21:46:02 transreid.train INFO: Epoch[48] Iter[400/486] Loss: 0.700, Acc: 0.936, Base Lr: 2.62e-04 +2023-08-07 21:46:04 transreid.train INFO: Epoch[48] Iter[420/486] Loss: 0.684, Acc: 0.939, Base Lr: 2.62e-04 +2023-08-07 21:46:05 transreid.train INFO: Epoch[48] Iter[440/486] Loss: 0.667, Acc: 0.941, Base Lr: 2.62e-04 +2023-08-07 21:46:07 transreid.train INFO: Epoch[48] Iter[460/486] Loss: 0.651, Acc: 0.943, Base Lr: 2.62e-04 +2023-08-07 21:46:08 transreid.train INFO: Epoch 48 done. Time per epoch: 40.003[s] Speed: 758.3[samples/s] +2023-08-07 21:46:11 transreid.train INFO: Epoch[49] Iter[20/486] Loss: 1.099, Acc: 0.856, Base Lr: 2.57e-04 +2023-08-07 21:46:12 transreid.train INFO: Epoch[49] Iter[40/486] Loss: 0.998, Acc: 0.886, Base Lr: 2.57e-04 +2023-08-07 21:46:14 transreid.train INFO: Epoch[49] Iter[60/486] Loss: 0.982, Acc: 0.888, Base Lr: 2.57e-04 +2023-08-07 21:46:16 transreid.train INFO: Epoch[49] Iter[80/486] Loss: 0.991, Acc: 0.886, Base Lr: 2.57e-04 +2023-08-07 21:46:17 transreid.train INFO: Epoch[49] Iter[100/486] Loss: 0.971, Acc: 0.892, Base Lr: 2.57e-04 +2023-08-07 21:46:19 transreid.train INFO: Epoch[49] Iter[120/486] Loss: 0.958, Acc: 0.895, Base Lr: 2.57e-04 +2023-08-07 21:46:21 transreid.train INFO: Epoch[49] Iter[140/486] Loss: 0.939, Acc: 0.898, Base Lr: 2.57e-04 +2023-08-07 21:46:22 transreid.train INFO: Epoch[49] Iter[160/486] Loss: 0.915, Acc: 0.901, Base Lr: 2.57e-04 +2023-08-07 21:46:24 transreid.train INFO: Epoch[49] Iter[180/486] Loss: 0.894, Acc: 0.905, Base Lr: 2.57e-04 +2023-08-07 21:46:25 transreid.train INFO: Epoch[49] Iter[200/486] Loss: 0.883, Acc: 0.907, Base Lr: 2.57e-04 +2023-08-07 21:46:27 transreid.train INFO: Epoch[49] Iter[220/486] Loss: 0.865, Acc: 0.909, Base Lr: 2.57e-04 +2023-08-07 21:46:29 transreid.train INFO: Epoch[49] Iter[240/486] Loss: 0.845, Acc: 0.913, Base Lr: 2.57e-04 +2023-08-07 21:46:30 transreid.train INFO: Epoch[49] Iter[260/486] Loss: 0.819, Acc: 0.918, Base Lr: 2.57e-04 +2023-08-07 21:46:32 transreid.train INFO: Epoch[49] Iter[280/486] Loss: 0.799, Acc: 0.922, Base Lr: 2.57e-04 +2023-08-07 21:46:34 transreid.train INFO: Epoch[49] Iter[300/486] Loss: 0.780, Acc: 0.925, Base Lr: 2.57e-04 +2023-08-07 21:46:35 transreid.train INFO: Epoch[49] Iter[320/486] Loss: 0.758, Acc: 0.928, Base Lr: 2.57e-04 +2023-08-07 21:46:37 transreid.train INFO: Epoch[49] Iter[340/486] Loss: 0.736, Acc: 0.932, Base Lr: 2.57e-04 +2023-08-07 21:46:38 transreid.train INFO: Epoch[49] Iter[360/486] Loss: 0.718, Acc: 0.934, Base Lr: 2.57e-04 +2023-08-07 21:46:40 transreid.train INFO: Epoch[49] Iter[380/486] Loss: 0.700, Acc: 0.937, Base Lr: 2.57e-04 +2023-08-07 21:46:42 transreid.train INFO: Epoch[49] Iter[400/486] Loss: 0.682, Acc: 0.939, Base Lr: 2.57e-04 +2023-08-07 21:46:43 transreid.train INFO: Epoch[49] Iter[420/486] Loss: 0.663, Acc: 0.941, Base Lr: 2.57e-04 +2023-08-07 21:46:45 transreid.train INFO: Epoch[49] Iter[440/486] Loss: 0.646, Acc: 0.943, Base Lr: 2.57e-04 +2023-08-07 21:46:47 transreid.train INFO: Epoch[49] Iter[460/486] Loss: 0.628, Acc: 0.945, Base Lr: 2.57e-04 +2023-08-07 21:46:48 transreid.train INFO: Epoch 49 done. Time per epoch: 39.492[s] Speed: 769.8[samples/s] +2023-08-07 21:46:50 transreid.train INFO: Epoch[50] Iter[20/486] Loss: 1.106, Acc: 0.863, Base Lr: 2.52e-04 +2023-08-07 21:46:52 transreid.train INFO: Epoch[50] Iter[40/486] Loss: 1.065, Acc: 0.869, Base Lr: 2.52e-04 +2023-08-07 21:46:54 transreid.train INFO: Epoch[50] Iter[60/486] Loss: 1.024, Acc: 0.878, Base Lr: 2.52e-04 +2023-08-07 21:46:55 transreid.train INFO: Epoch[50] Iter[80/486] Loss: 1.005, Acc: 0.883, Base Lr: 2.52e-04 +2023-08-07 21:46:57 transreid.train INFO: Epoch[50] Iter[100/486] Loss: 0.985, Acc: 0.887, Base Lr: 2.52e-04 +2023-08-07 21:46:59 transreid.train INFO: Epoch[50] Iter[120/486] Loss: 0.948, Acc: 0.893, Base Lr: 2.52e-04 +2023-08-07 21:47:00 transreid.train INFO: Epoch[50] Iter[140/486] Loss: 0.914, Acc: 0.899, Base Lr: 2.52e-04 +2023-08-07 21:47:02 transreid.train INFO: Epoch[50] Iter[160/486] Loss: 0.886, Acc: 0.905, Base Lr: 2.52e-04 +2023-08-07 21:47:04 transreid.train INFO: Epoch[50] Iter[180/486] Loss: 0.858, Acc: 0.911, Base Lr: 2.52e-04 +2023-08-07 21:47:05 transreid.train INFO: Epoch[50] Iter[200/486] Loss: 0.845, Acc: 0.913, Base Lr: 2.52e-04 +2023-08-07 21:47:07 transreid.train INFO: Epoch[50] Iter[220/486] Loss: 0.819, Acc: 0.917, Base Lr: 2.52e-04 +2023-08-07 21:47:09 transreid.train INFO: Epoch[50] Iter[240/486] Loss: 0.798, Acc: 0.922, Base Lr: 2.52e-04 +2023-08-07 21:47:10 transreid.train INFO: Epoch[50] Iter[260/486] Loss: 0.779, Acc: 0.925, Base Lr: 2.52e-04 +2023-08-07 21:47:12 transreid.train INFO: Epoch[50] Iter[280/486] Loss: 0.759, Acc: 0.929, Base Lr: 2.52e-04 +2023-08-07 21:47:13 transreid.train INFO: Epoch[50] Iter[300/486] Loss: 0.741, Acc: 0.931, Base Lr: 2.52e-04 +2023-08-07 21:47:15 transreid.train INFO: Epoch[50] Iter[320/486] Loss: 0.721, Acc: 0.934, Base Lr: 2.52e-04 +2023-08-07 21:47:17 transreid.train INFO: Epoch[50] Iter[340/486] Loss: 0.700, Acc: 0.938, Base Lr: 2.52e-04 +2023-08-07 21:47:18 transreid.train INFO: Epoch[50] Iter[360/486] Loss: 0.685, Acc: 0.939, Base Lr: 2.52e-04 +2023-08-07 21:47:20 transreid.train INFO: Epoch[50] Iter[380/486] Loss: 0.667, Acc: 0.942, Base Lr: 2.52e-04 +2023-08-07 21:47:22 transreid.train INFO: Epoch[50] Iter[400/486] Loss: 0.654, Acc: 0.944, Base Lr: 2.52e-04 +2023-08-07 21:47:23 transreid.train INFO: Epoch[50] Iter[420/486] Loss: 0.637, Acc: 0.946, Base Lr: 2.52e-04 +2023-08-07 21:47:25 transreid.train INFO: Epoch[50] Iter[440/486] Loss: 0.621, Acc: 0.947, Base Lr: 2.52e-04 +2023-08-07 21:47:27 transreid.train INFO: Epoch[50] Iter[460/486] Loss: 0.605, Acc: 0.949, Base Lr: 2.52e-04 +2023-08-07 21:47:28 transreid.train INFO: Epoch 50 done. Time per epoch: 40.220[s] Speed: 754.2[samples/s] +2023-08-07 21:47:31 transreid.train INFO: Epoch[51] Iter[20/486] Loss: 0.940, Acc: 0.887, Base Lr: 2.47e-04 +2023-08-07 21:47:32 transreid.train INFO: Epoch[51] Iter[40/486] Loss: 0.911, Acc: 0.895, Base Lr: 2.47e-04 +2023-08-07 21:47:34 transreid.train INFO: Epoch[51] Iter[60/486] Loss: 0.904, Acc: 0.901, Base Lr: 2.47e-04 +2023-08-07 21:47:36 transreid.train INFO: Epoch[51] Iter[80/486] Loss: 0.883, Acc: 0.906, Base Lr: 2.47e-04 +2023-08-07 21:47:37 transreid.train INFO: Epoch[51] Iter[100/486] Loss: 0.877, Acc: 0.907, Base Lr: 2.47e-04 +2023-08-07 21:47:39 transreid.train INFO: Epoch[51] Iter[120/486] Loss: 0.857, Acc: 0.911, Base Lr: 2.47e-04 +2023-08-07 21:47:41 transreid.train INFO: Epoch[51] Iter[140/486] Loss: 0.847, Acc: 0.911, Base Lr: 2.47e-04 +2023-08-07 21:47:42 transreid.train INFO: Epoch[51] Iter[160/486] Loss: 0.820, Acc: 0.916, Base Lr: 2.47e-04 +2023-08-07 21:47:44 transreid.train INFO: Epoch[51] Iter[180/486] Loss: 0.808, Acc: 0.920, Base Lr: 2.47e-04 +2023-08-07 21:47:45 transreid.train INFO: Epoch[51] Iter[200/486] Loss: 0.794, Acc: 0.921, Base Lr: 2.47e-04 +2023-08-07 21:47:47 transreid.train INFO: Epoch[51] Iter[220/486] Loss: 0.773, Acc: 0.925, Base Lr: 2.47e-04 +2023-08-07 21:47:49 transreid.train INFO: Epoch[51] Iter[240/486] Loss: 0.752, Acc: 0.928, Base Lr: 2.47e-04 +2023-08-07 21:47:50 transreid.train INFO: Epoch[51] Iter[260/486] Loss: 0.734, Acc: 0.931, Base Lr: 2.47e-04 +2023-08-07 21:47:52 transreid.train INFO: Epoch[51] Iter[280/486] Loss: 0.720, Acc: 0.934, Base Lr: 2.47e-04 +2023-08-07 21:47:54 transreid.train INFO: Epoch[51] Iter[300/486] Loss: 0.706, Acc: 0.936, Base Lr: 2.47e-04 +2023-08-07 21:47:55 transreid.train INFO: Epoch[51] Iter[320/486] Loss: 0.691, Acc: 0.939, Base Lr: 2.47e-04 +2023-08-07 21:47:57 transreid.train INFO: Epoch[51] Iter[340/486] Loss: 0.675, Acc: 0.941, Base Lr: 2.47e-04 +2023-08-07 21:47:59 transreid.train INFO: Epoch[51] Iter[360/486] Loss: 0.657, Acc: 0.943, Base Lr: 2.47e-04 +2023-08-07 21:48:00 transreid.train INFO: Epoch[51] Iter[380/486] Loss: 0.639, Acc: 0.945, Base Lr: 2.47e-04 +2023-08-07 21:48:02 transreid.train INFO: Epoch[51] Iter[400/486] Loss: 0.623, Acc: 0.948, Base Lr: 2.47e-04 +2023-08-07 21:48:04 transreid.train INFO: Epoch[51] Iter[420/486] Loss: 0.608, Acc: 0.949, Base Lr: 2.47e-04 +2023-08-07 21:48:05 transreid.train INFO: Epoch[51] Iter[440/486] Loss: 0.593, Acc: 0.951, Base Lr: 2.47e-04 +2023-08-07 21:48:07 transreid.train INFO: Epoch[51] Iter[460/486] Loss: 0.579, Acc: 0.953, Base Lr: 2.47e-04 +2023-08-07 21:48:08 transreid.train INFO: Epoch 51 done. Time per epoch: 40.201[s] Speed: 754.6[samples/s] +2023-08-07 21:48:11 transreid.train INFO: Epoch[52] Iter[20/486] Loss: 1.085, Acc: 0.875, Base Lr: 2.42e-04 +2023-08-07 21:48:12 transreid.train INFO: Epoch[52] Iter[40/486] Loss: 0.988, Acc: 0.889, Base Lr: 2.42e-04 +2023-08-07 21:48:14 transreid.train INFO: Epoch[52] Iter[60/486] Loss: 0.936, Acc: 0.898, Base Lr: 2.42e-04 +2023-08-07 21:48:16 transreid.train INFO: Epoch[52] Iter[80/486] Loss: 0.934, Acc: 0.896, Base Lr: 2.42e-04 +2023-08-07 21:48:17 transreid.train INFO: Epoch[52] Iter[100/486] Loss: 0.924, Acc: 0.898, Base Lr: 2.42e-04 +2023-08-07 21:48:19 transreid.train INFO: Epoch[52] Iter[120/486] Loss: 0.888, Acc: 0.906, Base Lr: 2.42e-04 +2023-08-07 21:48:21 transreid.train INFO: Epoch[52] Iter[140/486] Loss: 0.857, Acc: 0.910, Base Lr: 2.42e-04 +2023-08-07 21:48:22 transreid.train INFO: Epoch[52] Iter[160/486] Loss: 0.831, Acc: 0.915, Base Lr: 2.42e-04 +2023-08-07 21:48:24 transreid.train INFO: Epoch[52] Iter[180/486] Loss: 0.807, Acc: 0.920, Base Lr: 2.42e-04 +2023-08-07 21:48:26 transreid.train INFO: Epoch[52] Iter[200/486] Loss: 0.786, Acc: 0.923, Base Lr: 2.42e-04 +2023-08-07 21:48:27 transreid.train INFO: Epoch[52] Iter[220/486] Loss: 0.773, Acc: 0.925, Base Lr: 2.42e-04 +2023-08-07 21:48:29 transreid.train INFO: Epoch[52] Iter[240/486] Loss: 0.751, Acc: 0.929, Base Lr: 2.42e-04 +2023-08-07 21:48:31 transreid.train INFO: Epoch[52] Iter[260/486] Loss: 0.733, Acc: 0.933, Base Lr: 2.42e-04 +2023-08-07 21:48:32 transreid.train INFO: Epoch[52] Iter[280/486] Loss: 0.714, Acc: 0.936, Base Lr: 2.42e-04 +2023-08-07 21:48:34 transreid.train INFO: Epoch[52] Iter[300/486] Loss: 0.693, Acc: 0.939, Base Lr: 2.42e-04 +2023-08-07 21:48:36 transreid.train INFO: Epoch[52] Iter[320/486] Loss: 0.672, Acc: 0.941, Base Lr: 2.42e-04 +2023-08-07 21:48:37 transreid.train INFO: Epoch[52] Iter[340/486] Loss: 0.656, Acc: 0.943, Base Lr: 2.42e-04 +2023-08-07 21:48:39 transreid.train INFO: Epoch[52] Iter[360/486] Loss: 0.639, Acc: 0.945, Base Lr: 2.42e-04 +2023-08-07 21:48:41 transreid.train INFO: Epoch[52] Iter[380/486] Loss: 0.623, Acc: 0.947, Base Lr: 2.42e-04 +2023-08-07 21:48:42 transreid.train INFO: Epoch[52] Iter[400/486] Loss: 0.607, Acc: 0.949, Base Lr: 2.42e-04 +2023-08-07 21:48:44 transreid.train INFO: Epoch[52] Iter[420/486] Loss: 0.590, Acc: 0.951, Base Lr: 2.42e-04 +2023-08-07 21:48:45 transreid.train INFO: Epoch[52] Iter[440/486] Loss: 0.575, Acc: 0.953, Base Lr: 2.42e-04 +2023-08-07 21:48:47 transreid.train INFO: Epoch[52] Iter[460/486] Loss: 0.562, Acc: 0.954, Base Lr: 2.42e-04 +2023-08-07 21:48:48 transreid.train INFO: Epoch 52 done. 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Time per epoch: 39.715[s] Speed: 760.6[samples/s] +2023-08-07 21:52:12 transreid.train INFO: Epoch[58] Iter[20/486] Loss: 0.644, Acc: 0.942, Base Lr: 2.11e-04 +2023-08-07 21:52:14 transreid.train INFO: Epoch[58] Iter[40/486] Loss: 0.706, Acc: 0.925, Base Lr: 2.11e-04 +2023-08-07 21:52:16 transreid.train INFO: Epoch[58] Iter[60/486] Loss: 0.710, Acc: 0.928, Base Lr: 2.11e-04 +2023-08-07 21:52:17 transreid.train INFO: Epoch[58] Iter[80/486] Loss: 0.710, Acc: 0.930, Base Lr: 2.11e-04 +2023-08-07 21:52:19 transreid.train INFO: Epoch[58] Iter[100/486] Loss: 0.691, Acc: 0.932, Base Lr: 2.11e-04 +2023-08-07 21:52:21 transreid.train INFO: Epoch[58] Iter[120/486] Loss: 0.673, Acc: 0.936, Base Lr: 2.11e-04 +2023-08-07 21:52:22 transreid.train INFO: Epoch[58] Iter[140/486] Loss: 0.654, Acc: 0.938, Base Lr: 2.11e-04 +2023-08-07 21:52:24 transreid.train INFO: Epoch[58] Iter[160/486] Loss: 0.635, Acc: 0.941, Base Lr: 2.11e-04 +2023-08-07 21:52:25 transreid.train INFO: Epoch[58] Iter[180/486] Loss: 0.618, Acc: 0.943, Base Lr: 2.11e-04 +2023-08-07 21:52:27 transreid.train INFO: Epoch[58] Iter[200/486] Loss: 0.602, Acc: 0.946, Base Lr: 2.11e-04 +2023-08-07 21:52:29 transreid.train INFO: Epoch[58] Iter[220/486] Loss: 0.587, Acc: 0.949, Base Lr: 2.11e-04 +2023-08-07 21:52:30 transreid.train INFO: Epoch[58] Iter[240/486] Loss: 0.572, Acc: 0.951, Base Lr: 2.11e-04 +2023-08-07 21:52:32 transreid.train INFO: Epoch[58] Iter[260/486] Loss: 0.560, Acc: 0.953, Base Lr: 2.11e-04 +2023-08-07 21:52:34 transreid.train INFO: Epoch[58] Iter[280/486] Loss: 0.547, Acc: 0.955, Base Lr: 2.11e-04 +2023-08-07 21:52:35 transreid.train INFO: Epoch[58] Iter[300/486] Loss: 0.535, Acc: 0.957, Base Lr: 2.11e-04 +2023-08-07 21:52:37 transreid.train INFO: Epoch[58] Iter[320/486] Loss: 0.523, Acc: 0.958, Base Lr: 2.11e-04 +2023-08-07 21:52:39 transreid.train INFO: Epoch[58] Iter[340/486] Loss: 0.512, Acc: 0.960, Base Lr: 2.11e-04 +2023-08-07 21:52:40 transreid.train INFO: Epoch[58] Iter[360/486] Loss: 0.497, Acc: 0.961, Base Lr: 2.11e-04 +2023-08-07 21:52:42 transreid.train INFO: Epoch[58] Iter[380/486] Loss: 0.484, Acc: 0.963, Base Lr: 2.11e-04 +2023-08-07 21:52:44 transreid.train INFO: Epoch[58] Iter[400/486] Loss: 0.472, Acc: 0.964, Base Lr: 2.11e-04 +2023-08-07 21:52:45 transreid.train INFO: Epoch[58] Iter[420/486] Loss: 0.462, Acc: 0.965, Base Lr: 2.11e-04 +2023-08-07 21:52:47 transreid.train INFO: Epoch[58] Iter[440/486] Loss: 0.449, Acc: 0.966, Base Lr: 2.11e-04 +2023-08-07 21:52:48 transreid.train INFO: Epoch[58] Iter[460/486] Loss: 0.440, Acc: 0.967, Base Lr: 2.11e-04 +2023-08-07 21:52:50 transreid.train INFO: Epoch 58 done. 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Time per epoch: 40.121[s] Speed: 752.9[samples/s] +2023-08-07 21:54:12 transreid.train INFO: Epoch[61] Iter[20/486] Loss: 0.693, Acc: 0.920, Base Lr: 1.95e-04 +2023-08-07 21:54:14 transreid.train INFO: Epoch[61] Iter[40/486] Loss: 0.715, Acc: 0.920, Base Lr: 1.95e-04 +2023-08-07 21:54:16 transreid.train INFO: Epoch[61] Iter[60/486] Loss: 0.677, Acc: 0.927, Base Lr: 1.95e-04 +2023-08-07 21:54:17 transreid.train INFO: Epoch[61] Iter[80/486] Loss: 0.669, Acc: 0.931, Base Lr: 1.95e-04 +2023-08-07 21:54:19 transreid.train INFO: Epoch[61] Iter[100/486] Loss: 0.660, Acc: 0.932, Base Lr: 1.95e-04 +2023-08-07 21:54:21 transreid.train INFO: Epoch[61] Iter[120/486] Loss: 0.630, Acc: 0.938, Base Lr: 1.95e-04 +2023-08-07 21:54:22 transreid.train INFO: Epoch[61] Iter[140/486] Loss: 0.606, Acc: 0.942, Base Lr: 1.95e-04 +2023-08-07 21:54:24 transreid.train INFO: Epoch[61] Iter[160/486] Loss: 0.588, Acc: 0.945, Base Lr: 1.95e-04 +2023-08-07 21:54:26 transreid.train INFO: Epoch[61] Iter[180/486] Loss: 0.569, Acc: 0.949, Base Lr: 1.95e-04 +2023-08-07 21:54:27 transreid.train INFO: Epoch[61] Iter[200/486] Loss: 0.552, Acc: 0.952, Base Lr: 1.95e-04 +2023-08-07 21:54:29 transreid.train INFO: Epoch[61] Iter[220/486] Loss: 0.544, Acc: 0.954, Base Lr: 1.95e-04 +2023-08-07 21:54:31 transreid.train INFO: Epoch[61] Iter[240/486] Loss: 0.527, Acc: 0.956, Base Lr: 1.95e-04 +2023-08-07 21:54:32 transreid.train INFO: Epoch[61] Iter[260/486] Loss: 0.511, Acc: 0.958, Base Lr: 1.95e-04 +2023-08-07 21:54:34 transreid.train INFO: Epoch[61] Iter[280/486] Loss: 0.501, Acc: 0.960, Base Lr: 1.95e-04 +2023-08-07 21:54:36 transreid.train INFO: Epoch[61] Iter[300/486] Loss: 0.490, Acc: 0.961, Base Lr: 1.95e-04 +2023-08-07 21:54:37 transreid.train INFO: Epoch[61] Iter[320/486] Loss: 0.479, Acc: 0.962, Base Lr: 1.95e-04 +2023-08-07 21:54:39 transreid.train INFO: Epoch[61] Iter[340/486] Loss: 0.467, Acc: 0.964, Base Lr: 1.95e-04 +2023-08-07 21:54:41 transreid.train INFO: Epoch[61] Iter[360/486] Loss: 0.456, Acc: 0.965, Base Lr: 1.95e-04 +2023-08-07 21:54:42 transreid.train INFO: Epoch[61] Iter[380/486] Loss: 0.447, Acc: 0.966, Base Lr: 1.95e-04 +2023-08-07 21:54:44 transreid.train INFO: Epoch[61] Iter[400/486] Loss: 0.435, Acc: 0.967, Base Lr: 1.95e-04 +2023-08-07 21:54:46 transreid.train INFO: Epoch[61] Iter[420/486] Loss: 0.423, Acc: 0.968, Base Lr: 1.95e-04 +2023-08-07 21:54:47 transreid.train INFO: Epoch[61] Iter[440/486] Loss: 0.414, Acc: 0.969, Base Lr: 1.95e-04 +2023-08-07 21:54:49 transreid.train INFO: Epoch[61] Iter[460/486] Loss: 0.402, Acc: 0.970, Base Lr: 1.95e-04 +2023-08-07 21:54:50 transreid.train INFO: Epoch 61 done. Time per epoch: 40.048[s] Speed: 752.7[samples/s] +2023-08-07 21:54:52 transreid.train INFO: Epoch[62] Iter[20/486] Loss: 0.625, Acc: 0.939, Base Lr: 1.90e-04 +2023-08-07 21:54:54 transreid.train INFO: Epoch[62] Iter[40/486] Loss: 0.655, Acc: 0.931, Base Lr: 1.90e-04 +2023-08-07 21:54:56 transreid.train INFO: Epoch[62] Iter[60/486] Loss: 0.619, Acc: 0.939, Base Lr: 1.90e-04 +2023-08-07 21:54:57 transreid.train INFO: Epoch[62] Iter[80/486] Loss: 0.609, Acc: 0.942, Base Lr: 1.90e-04 +2023-08-07 21:54:59 transreid.train INFO: Epoch[62] Iter[100/486] Loss: 0.598, Acc: 0.945, Base Lr: 1.90e-04 +2023-08-07 21:55:01 transreid.train INFO: Epoch[62] Iter[120/486] Loss: 0.584, Acc: 0.948, Base Lr: 1.90e-04 +2023-08-07 21:55:02 transreid.train INFO: Epoch[62] Iter[140/486] Loss: 0.574, Acc: 0.950, Base Lr: 1.90e-04 +2023-08-07 21:55:04 transreid.train INFO: Epoch[62] Iter[160/486] Loss: 0.553, Acc: 0.953, Base Lr: 1.90e-04 +2023-08-07 21:55:06 transreid.train INFO: Epoch[62] Iter[180/486] Loss: 0.547, Acc: 0.954, Base Lr: 1.90e-04 +2023-08-07 21:55:08 transreid.train INFO: Epoch[62] Iter[200/486] Loss: 0.535, Acc: 0.956, Base Lr: 1.90e-04 +2023-08-07 21:55:09 transreid.train INFO: Epoch[62] Iter[220/486] Loss: 0.525, Acc: 0.957, Base Lr: 1.90e-04 +2023-08-07 21:55:11 transreid.train INFO: Epoch[62] Iter[240/486] Loss: 0.515, Acc: 0.958, Base Lr: 1.90e-04 +2023-08-07 21:55:13 transreid.train INFO: Epoch[62] Iter[260/486] Loss: 0.504, Acc: 0.960, Base Lr: 1.90e-04 +2023-08-07 21:55:14 transreid.train INFO: Epoch[62] Iter[280/486] Loss: 0.489, Acc: 0.962, Base Lr: 1.90e-04 +2023-08-07 21:55:16 transreid.train INFO: Epoch[62] Iter[300/486] Loss: 0.476, Acc: 0.963, Base Lr: 1.90e-04 +2023-08-07 21:55:18 transreid.train INFO: Epoch[62] Iter[320/486] Loss: 0.466, Acc: 0.965, Base Lr: 1.90e-04 +2023-08-07 21:55:19 transreid.train INFO: Epoch[62] Iter[340/486] Loss: 0.456, Acc: 0.966, Base Lr: 1.90e-04 +2023-08-07 21:55:21 transreid.train INFO: Epoch[62] Iter[360/486] Loss: 0.448, Acc: 0.966, Base Lr: 1.90e-04 +2023-08-07 21:55:23 transreid.train INFO: Epoch[62] Iter[380/486] Loss: 0.436, Acc: 0.968, Base Lr: 1.90e-04 +2023-08-07 21:55:24 transreid.train INFO: Epoch[62] Iter[400/486] Loss: 0.425, Acc: 0.969, Base Lr: 1.90e-04 +2023-08-07 21:55:26 transreid.train INFO: Epoch[62] Iter[420/486] Loss: 0.415, Acc: 0.970, Base Lr: 1.90e-04 +2023-08-07 21:55:28 transreid.train INFO: Epoch[62] Iter[440/486] Loss: 0.406, Acc: 0.971, Base Lr: 1.90e-04 +2023-08-07 21:55:29 transreid.train INFO: Epoch[62] Iter[460/486] Loss: 0.396, Acc: 0.971, Base Lr: 1.90e-04 +2023-08-07 21:55:31 transreid.train INFO: Epoch 62 done. 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Time per epoch: 40.261[s] Speed: 755.1[samples/s] +2023-08-07 21:56:13 transreid.train INFO: Epoch[64] Iter[20/486] Loss: 0.696, Acc: 0.921, Base Lr: 1.80e-04 +2023-08-07 21:56:15 transreid.train INFO: Epoch[64] Iter[40/486] Loss: 0.642, Acc: 0.933, Base Lr: 1.80e-04 +2023-08-07 21:56:17 transreid.train INFO: Epoch[64] Iter[60/486] Loss: 0.588, Acc: 0.942, Base Lr: 1.80e-04 +2023-08-07 21:56:18 transreid.train INFO: Epoch[64] Iter[80/486] Loss: 0.584, Acc: 0.940, Base Lr: 1.80e-04 +2023-08-07 21:56:20 transreid.train INFO: Epoch[64] Iter[100/486] Loss: 0.573, Acc: 0.944, Base Lr: 1.80e-04 +2023-08-07 21:56:22 transreid.train INFO: Epoch[64] Iter[120/486] Loss: 0.551, Acc: 0.949, Base Lr: 1.80e-04 +2023-08-07 21:56:23 transreid.train INFO: Epoch[64] Iter[140/486] Loss: 0.541, Acc: 0.952, Base Lr: 1.80e-04 +2023-08-07 21:56:25 transreid.train INFO: Epoch[64] Iter[160/486] Loss: 0.529, Acc: 0.954, Base Lr: 1.80e-04 +2023-08-07 21:56:27 transreid.train INFO: Epoch[64] Iter[180/486] Loss: 0.515, Acc: 0.957, Base Lr: 1.80e-04 +2023-08-07 21:56:28 transreid.train INFO: Epoch[64] Iter[200/486] Loss: 0.509, Acc: 0.958, Base Lr: 1.80e-04 +2023-08-07 21:56:30 transreid.train INFO: Epoch[64] Iter[220/486] Loss: 0.496, Acc: 0.960, Base Lr: 1.80e-04 +2023-08-07 21:56:32 transreid.train INFO: Epoch[64] Iter[240/486] Loss: 0.484, Acc: 0.961, Base Lr: 1.80e-04 +2023-08-07 21:56:33 transreid.train INFO: Epoch[64] Iter[260/486] Loss: 0.475, Acc: 0.963, Base Lr: 1.80e-04 +2023-08-07 21:56:35 transreid.train INFO: Epoch[64] Iter[280/486] Loss: 0.466, Acc: 0.964, Base Lr: 1.80e-04 +2023-08-07 21:56:37 transreid.train INFO: Epoch[64] Iter[300/486] Loss: 0.457, Acc: 0.965, Base Lr: 1.80e-04 +2023-08-07 21:56:38 transreid.train INFO: Epoch[64] Iter[320/486] Loss: 0.446, Acc: 0.967, Base Lr: 1.80e-04 +2023-08-07 21:56:40 transreid.train INFO: Epoch[64] Iter[340/486] Loss: 0.436, Acc: 0.968, Base Lr: 1.80e-04 +2023-08-07 21:56:42 transreid.train INFO: Epoch[64] Iter[360/486] Loss: 0.425, Acc: 0.969, Base Lr: 1.80e-04 +2023-08-07 21:56:43 transreid.train INFO: Epoch[64] Iter[380/486] Loss: 0.415, Acc: 0.970, Base Lr: 1.80e-04 +2023-08-07 21:56:45 transreid.train INFO: Epoch[64] Iter[400/486] Loss: 0.407, Acc: 0.971, Base Lr: 1.80e-04 +2023-08-07 21:56:47 transreid.train INFO: Epoch[64] Iter[420/486] Loss: 0.398, Acc: 0.972, Base Lr: 1.80e-04 +2023-08-07 21:56:48 transreid.train INFO: Epoch[64] Iter[440/486] Loss: 0.389, Acc: 0.973, Base Lr: 1.80e-04 +2023-08-07 21:56:50 transreid.train INFO: Epoch[64] Iter[460/486] Loss: 0.378, Acc: 0.974, Base Lr: 1.80e-04 +2023-08-07 21:56:51 transreid.train INFO: Epoch 64 done. Time per epoch: 40.383[s] Speed: 751.2[samples/s] +2023-08-07 21:56:54 transreid.train INFO: Epoch[65] Iter[20/486] Loss: 0.591, Acc: 0.938, Base Lr: 1.74e-04 +2023-08-07 21:56:55 transreid.train INFO: Epoch[65] Iter[40/486] Loss: 0.608, Acc: 0.938, Base Lr: 1.74e-04 +2023-08-07 21:56:57 transreid.train INFO: Epoch[65] Iter[60/486] Loss: 0.576, Acc: 0.943, Base Lr: 1.74e-04 +2023-08-07 21:56:59 transreid.train INFO: Epoch[65] Iter[80/486] Loss: 0.552, Acc: 0.948, Base Lr: 1.74e-04 +2023-08-07 21:57:00 transreid.train INFO: Epoch[65] Iter[100/486] Loss: 0.549, Acc: 0.950, Base Lr: 1.74e-04 +2023-08-07 21:57:02 transreid.train INFO: Epoch[65] Iter[120/486] Loss: 0.541, Acc: 0.951, Base Lr: 1.74e-04 +2023-08-07 21:57:04 transreid.train INFO: Epoch[65] Iter[140/486] Loss: 0.525, Acc: 0.954, Base Lr: 1.74e-04 +2023-08-07 21:57:05 transreid.train INFO: Epoch[65] Iter[160/486] Loss: 0.512, Acc: 0.956, Base Lr: 1.74e-04 +2023-08-07 21:57:07 transreid.train INFO: Epoch[65] Iter[180/486] Loss: 0.499, Acc: 0.958, Base Lr: 1.74e-04 +2023-08-07 21:57:08 transreid.train INFO: Epoch[65] Iter[200/486] Loss: 0.488, Acc: 0.959, Base Lr: 1.74e-04 +2023-08-07 21:57:10 transreid.train INFO: Epoch[65] Iter[220/486] Loss: 0.476, Acc: 0.960, Base Lr: 1.74e-04 +2023-08-07 21:57:12 transreid.train INFO: Epoch[65] Iter[240/486] Loss: 0.468, Acc: 0.962, Base Lr: 1.74e-04 +2023-08-07 21:57:13 transreid.train INFO: Epoch[65] Iter[260/486] Loss: 0.458, Acc: 0.963, Base Lr: 1.74e-04 +2023-08-07 21:57:15 transreid.train INFO: Epoch[65] Iter[280/486] Loss: 0.450, Acc: 0.965, Base Lr: 1.74e-04 +2023-08-07 21:57:17 transreid.train INFO: Epoch[65] Iter[300/486] Loss: 0.440, Acc: 0.966, Base Lr: 1.74e-04 +2023-08-07 21:57:18 transreid.train INFO: Epoch[65] Iter[320/486] Loss: 0.428, Acc: 0.967, Base Lr: 1.74e-04 +2023-08-07 21:57:20 transreid.train INFO: Epoch[65] Iter[340/486] Loss: 0.421, Acc: 0.969, Base Lr: 1.74e-04 +2023-08-07 21:57:22 transreid.train INFO: Epoch[65] Iter[360/486] Loss: 0.412, Acc: 0.970, Base Lr: 1.74e-04 +2023-08-07 21:57:23 transreid.train INFO: Epoch[65] Iter[380/486] Loss: 0.403, Acc: 0.971, Base Lr: 1.74e-04 +2023-08-07 21:57:25 transreid.train INFO: Epoch[65] Iter[400/486] Loss: 0.394, Acc: 0.972, Base Lr: 1.74e-04 +2023-08-07 21:57:27 transreid.train INFO: Epoch[65] Iter[420/486] Loss: 0.384, Acc: 0.973, Base Lr: 1.74e-04 +2023-08-07 21:57:28 transreid.train INFO: Epoch[65] Iter[440/486] Loss: 0.377, Acc: 0.973, Base Lr: 1.74e-04 +2023-08-07 21:57:30 transreid.train INFO: Epoch[65] Iter[460/486] Loss: 0.367, Acc: 0.974, Base Lr: 1.74e-04 +2023-08-07 21:57:31 transreid.train INFO: Epoch 65 done. Time per epoch: 39.862[s] Speed: 759.4[samples/s] +2023-08-07 21:57:34 transreid.train INFO: Epoch[66] Iter[20/486] Loss: 0.635, Acc: 0.924, Base Lr: 1.69e-04 +2023-08-07 21:57:35 transreid.train INFO: Epoch[66] Iter[40/486] Loss: 0.589, Acc: 0.938, Base Lr: 1.69e-04 +2023-08-07 21:57:37 transreid.train INFO: Epoch[66] Iter[60/486] Loss: 0.579, Acc: 0.943, Base Lr: 1.69e-04 +2023-08-07 21:57:39 transreid.train INFO: Epoch[66] Iter[80/486] Loss: 0.565, Acc: 0.945, Base Lr: 1.69e-04 +2023-08-07 21:57:40 transreid.train INFO: Epoch[66] Iter[100/486] Loss: 0.548, Acc: 0.950, Base Lr: 1.69e-04 +2023-08-07 21:57:42 transreid.train INFO: Epoch[66] Iter[120/486] Loss: 0.537, Acc: 0.953, Base Lr: 1.69e-04 +2023-08-07 21:57:44 transreid.train INFO: Epoch[66] Iter[140/486] Loss: 0.522, Acc: 0.955, Base Lr: 1.69e-04 +2023-08-07 21:57:45 transreid.train INFO: Epoch[66] Iter[160/486] Loss: 0.508, Acc: 0.958, Base Lr: 1.69e-04 +2023-08-07 21:57:47 transreid.train INFO: Epoch[66] Iter[180/486] Loss: 0.496, Acc: 0.959, Base Lr: 1.69e-04 +2023-08-07 21:57:49 transreid.train INFO: Epoch[66] Iter[200/486] Loss: 0.485, Acc: 0.960, Base Lr: 1.69e-04 +2023-08-07 21:57:50 transreid.train INFO: Epoch[66] Iter[220/486] Loss: 0.473, Acc: 0.962, Base Lr: 1.69e-04 +2023-08-07 21:57:52 transreid.train INFO: Epoch[66] Iter[240/486] Loss: 0.460, Acc: 0.964, Base Lr: 1.69e-04 +2023-08-07 21:57:54 transreid.train INFO: Epoch[66] Iter[260/486] Loss: 0.454, Acc: 0.965, Base Lr: 1.69e-04 +2023-08-07 21:57:55 transreid.train INFO: Epoch[66] Iter[280/486] Loss: 0.446, Acc: 0.966, Base Lr: 1.69e-04 +2023-08-07 21:57:57 transreid.train INFO: Epoch[66] Iter[300/486] Loss: 0.436, Acc: 0.967, Base Lr: 1.69e-04 +2023-08-07 21:57:59 transreid.train INFO: Epoch[66] Iter[320/486] Loss: 0.425, Acc: 0.969, Base Lr: 1.69e-04 +2023-08-07 21:58:00 transreid.train INFO: Epoch[66] Iter[340/486] Loss: 0.416, Acc: 0.970, Base Lr: 1.69e-04 +2023-08-07 21:58:02 transreid.train INFO: Epoch[66] Iter[360/486] Loss: 0.406, Acc: 0.971, Base Lr: 1.69e-04 +2023-08-07 21:58:04 transreid.train INFO: Epoch[66] Iter[380/486] Loss: 0.396, Acc: 0.972, Base Lr: 1.69e-04 +2023-08-07 21:58:05 transreid.train INFO: Epoch[66] Iter[400/486] Loss: 0.386, Acc: 0.973, Base Lr: 1.69e-04 +2023-08-07 21:58:07 transreid.train INFO: Epoch[66] Iter[420/486] Loss: 0.376, Acc: 0.974, Base Lr: 1.69e-04 +2023-08-07 21:58:09 transreid.train INFO: Epoch[66] Iter[440/486] Loss: 0.367, Acc: 0.975, Base Lr: 1.69e-04 +2023-08-07 21:58:10 transreid.train INFO: Epoch[66] Iter[460/486] Loss: 0.358, Acc: 0.975, Base Lr: 1.69e-04 +2023-08-07 21:58:12 transreid.train INFO: Epoch 66 done. 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Time per epoch: 40.003[s] Speed: 756.7[samples/s] +2023-08-07 22:02:16 transreid.train INFO: Epoch[73] Iter[20/486] Loss: 0.471, Acc: 0.955, Base Lr: 1.34e-04 +2023-08-07 22:02:18 transreid.train INFO: Epoch[73] Iter[40/486] Loss: 0.480, Acc: 0.955, Base Lr: 1.34e-04 +2023-08-07 22:02:20 transreid.train INFO: Epoch[73] Iter[60/486] Loss: 0.459, Acc: 0.958, Base Lr: 1.34e-04 +2023-08-07 22:02:21 transreid.train INFO: Epoch[73] Iter[80/486] Loss: 0.456, Acc: 0.960, Base Lr: 1.34e-04 +2023-08-07 22:02:23 transreid.train INFO: Epoch[73] Iter[100/486] Loss: 0.442, Acc: 0.960, Base Lr: 1.34e-04 +2023-08-07 22:02:25 transreid.train INFO: Epoch[73] Iter[120/486] Loss: 0.431, Acc: 0.962, Base Lr: 1.34e-04 +2023-08-07 22:02:26 transreid.train INFO: Epoch[73] Iter[140/486] Loss: 0.430, Acc: 0.963, Base Lr: 1.34e-04 +2023-08-07 22:02:28 transreid.train INFO: Epoch[73] Iter[160/486] Loss: 0.420, Acc: 0.964, Base Lr: 1.34e-04 +2023-08-07 22:02:30 transreid.train INFO: Epoch[73] Iter[180/486] Loss: 0.412, Acc: 0.965, Base Lr: 1.34e-04 +2023-08-07 22:02:31 transreid.train INFO: Epoch[73] Iter[200/486] Loss: 0.404, Acc: 0.967, Base Lr: 1.34e-04 +2023-08-07 22:02:33 transreid.train INFO: Epoch[73] Iter[220/486] Loss: 0.395, Acc: 0.969, Base Lr: 1.34e-04 +2023-08-07 22:02:35 transreid.train INFO: Epoch[73] Iter[240/486] Loss: 0.387, Acc: 0.970, Base Lr: 1.34e-04 +2023-08-07 22:02:36 transreid.train INFO: Epoch[73] Iter[260/486] Loss: 0.378, Acc: 0.972, Base Lr: 1.34e-04 +2023-08-07 22:02:38 transreid.train INFO: Epoch[73] Iter[280/486] Loss: 0.368, Acc: 0.973, Base Lr: 1.34e-04 +2023-08-07 22:02:39 transreid.train INFO: Epoch[73] Iter[300/486] Loss: 0.360, Acc: 0.974, Base Lr: 1.34e-04 +2023-08-07 22:02:41 transreid.train INFO: Epoch[73] Iter[320/486] Loss: 0.354, Acc: 0.975, Base Lr: 1.34e-04 +2023-08-07 22:02:43 transreid.train INFO: Epoch[73] Iter[340/486] Loss: 0.347, Acc: 0.976, Base Lr: 1.34e-04 +2023-08-07 22:02:44 transreid.train INFO: Epoch[73] Iter[360/486] Loss: 0.339, Acc: 0.977, Base Lr: 1.34e-04 +2023-08-07 22:02:46 transreid.train INFO: Epoch[73] Iter[380/486] Loss: 0.330, Acc: 0.978, Base Lr: 1.34e-04 +2023-08-07 22:02:47 transreid.train INFO: Epoch[73] Iter[400/486] Loss: 0.322, Acc: 0.978, Base Lr: 1.34e-04 +2023-08-07 22:02:49 transreid.train INFO: Epoch[73] Iter[420/486] Loss: 0.314, Acc: 0.979, Base Lr: 1.34e-04 +2023-08-07 22:02:51 transreid.train INFO: Epoch[73] Iter[440/486] Loss: 0.306, Acc: 0.980, Base Lr: 1.34e-04 +2023-08-07 22:02:52 transreid.train INFO: Epoch[73] Iter[460/486] Loss: 0.299, Acc: 0.980, Base Lr: 1.34e-04 +2023-08-07 22:02:53 transreid.train INFO: Epoch 73 done. Time per epoch: 39.460[s] Speed: 767.2[samples/s] +2023-08-07 22:02:56 transreid.train INFO: Epoch[74] Iter[20/486] Loss: 0.540, Acc: 0.934, Base Lr: 1.29e-04 +2023-08-07 22:02:58 transreid.train INFO: Epoch[74] Iter[40/486] Loss: 0.510, Acc: 0.952, Base Lr: 1.29e-04 +2023-08-07 22:02:59 transreid.train INFO: Epoch[74] Iter[60/486] Loss: 0.486, Acc: 0.955, Base Lr: 1.29e-04 +2023-08-07 22:03:01 transreid.train INFO: Epoch[74] Iter[80/486] Loss: 0.481, Acc: 0.957, Base Lr: 1.29e-04 +2023-08-07 22:03:02 transreid.train INFO: Epoch[74] Iter[100/486] Loss: 0.456, Acc: 0.962, Base Lr: 1.29e-04 +2023-08-07 22:03:04 transreid.train INFO: Epoch[74] Iter[120/486] Loss: 0.438, Acc: 0.965, Base Lr: 1.29e-04 +2023-08-07 22:03:06 transreid.train INFO: Epoch[74] Iter[140/486] Loss: 0.435, Acc: 0.966, Base Lr: 1.29e-04 +2023-08-07 22:03:07 transreid.train INFO: Epoch[74] Iter[160/486] Loss: 0.426, Acc: 0.967, Base Lr: 1.29e-04 +2023-08-07 22:03:09 transreid.train INFO: Epoch[74] Iter[180/486] Loss: 0.415, Acc: 0.968, Base Lr: 1.29e-04 +2023-08-07 22:03:11 transreid.train INFO: Epoch[74] Iter[200/486] Loss: 0.406, Acc: 0.969, Base Lr: 1.29e-04 +2023-08-07 22:03:12 transreid.train INFO: Epoch[74] Iter[220/486] Loss: 0.398, Acc: 0.970, Base Lr: 1.29e-04 +2023-08-07 22:03:14 transreid.train INFO: Epoch[74] Iter[240/486] Loss: 0.390, Acc: 0.971, Base Lr: 1.29e-04 +2023-08-07 22:03:16 transreid.train INFO: Epoch[74] Iter[260/486] Loss: 0.380, Acc: 0.973, Base Lr: 1.29e-04 +2023-08-07 22:03:17 transreid.train INFO: Epoch[74] Iter[280/486] Loss: 0.371, Acc: 0.974, Base Lr: 1.29e-04 +2023-08-07 22:03:19 transreid.train INFO: Epoch[74] Iter[300/486] Loss: 0.361, Acc: 0.975, Base Lr: 1.29e-04 +2023-08-07 22:03:21 transreid.train INFO: Epoch[74] Iter[320/486] Loss: 0.354, Acc: 0.976, Base Lr: 1.29e-04 +2023-08-07 22:03:22 transreid.train INFO: Epoch[74] Iter[340/486] Loss: 0.344, Acc: 0.976, Base Lr: 1.29e-04 +2023-08-07 22:03:24 transreid.train INFO: Epoch[74] Iter[360/486] Loss: 0.336, Acc: 0.977, Base Lr: 1.29e-04 +2023-08-07 22:03:26 transreid.train INFO: Epoch[74] Iter[380/486] Loss: 0.327, Acc: 0.978, Base Lr: 1.29e-04 +2023-08-07 22:03:27 transreid.train INFO: Epoch[74] Iter[400/486] Loss: 0.322, Acc: 0.979, Base Lr: 1.29e-04 +2023-08-07 22:03:29 transreid.train INFO: Epoch[74] Iter[420/486] Loss: 0.314, Acc: 0.979, Base Lr: 1.29e-04 +2023-08-07 22:03:31 transreid.train INFO: Epoch[74] Iter[440/486] Loss: 0.305, Acc: 0.980, Base Lr: 1.29e-04 +2023-08-07 22:03:32 transreid.train INFO: Epoch[74] Iter[460/486] Loss: 0.297, Acc: 0.981, Base Lr: 1.29e-04 +2023-08-07 22:03:33 transreid.train INFO: Epoch 74 done. 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Time per epoch: 40.357[s] Speed: 751.7[samples/s] +2023-08-07 22:26:21 transreid.train INFO: Epoch[109] Iter[20/486] Loss: 0.321, Acc: 0.977, Base Lr: 9.02e-06 +2023-08-07 22:26:23 transreid.train INFO: Epoch[109] Iter[40/486] Loss: 0.321, Acc: 0.977, Base Lr: 9.02e-06 +2023-08-07 22:26:24 transreid.train INFO: Epoch[109] Iter[60/486] Loss: 0.303, Acc: 0.980, Base Lr: 9.02e-06 +2023-08-07 22:26:26 transreid.train INFO: Epoch[109] Iter[80/486] Loss: 0.298, Acc: 0.982, Base Lr: 9.02e-06 +2023-08-07 22:26:28 transreid.train INFO: Epoch[109] Iter[100/486] Loss: 0.300, Acc: 0.982, Base Lr: 9.02e-06 +2023-08-07 22:26:29 transreid.train INFO: Epoch[109] Iter[120/486] Loss: 0.296, Acc: 0.983, Base Lr: 9.02e-06 +2023-08-07 22:26:31 transreid.train INFO: Epoch[109] Iter[140/486] Loss: 0.292, Acc: 0.983, Base Lr: 9.02e-06 +2023-08-07 22:26:32 transreid.train INFO: Epoch[109] Iter[160/486] Loss: 0.283, Acc: 0.984, Base Lr: 9.02e-06 +2023-08-07 22:26:34 transreid.train INFO: Epoch[109] Iter[180/486] Loss: 0.279, Acc: 0.984, Base Lr: 9.02e-06 +2023-08-07 22:26:36 transreid.train INFO: Epoch[109] Iter[200/486] Loss: 0.275, Acc: 0.985, Base Lr: 9.02e-06 +2023-08-07 22:26:37 transreid.train INFO: Epoch[109] Iter[220/486] Loss: 0.269, Acc: 0.985, Base Lr: 9.02e-06 +2023-08-07 22:26:39 transreid.train INFO: Epoch[109] Iter[240/486] Loss: 0.267, Acc: 0.985, Base Lr: 9.02e-06 +2023-08-07 22:26:41 transreid.train INFO: Epoch[109] Iter[260/486] Loss: 0.259, Acc: 0.986, Base Lr: 9.02e-06 +2023-08-07 22:26:42 transreid.train INFO: Epoch[109] Iter[280/486] Loss: 0.254, Acc: 0.986, Base Lr: 9.02e-06 +2023-08-07 22:26:44 transreid.train INFO: Epoch[109] Iter[300/486] Loss: 0.248, Acc: 0.987, Base Lr: 9.02e-06 +2023-08-07 22:26:46 transreid.train INFO: Epoch[109] Iter[320/486] Loss: 0.244, Acc: 0.988, Base Lr: 9.02e-06 +2023-08-07 22:26:47 transreid.train INFO: Epoch[109] Iter[340/486] Loss: 0.238, Acc: 0.988, Base Lr: 9.02e-06 +2023-08-07 22:26:49 transreid.train INFO: Epoch[109] Iter[360/486] Loss: 0.233, Acc: 0.988, Base Lr: 9.02e-06 +2023-08-07 22:26:51 transreid.train INFO: Epoch[109] Iter[380/486] Loss: 0.229, Acc: 0.989, Base Lr: 9.02e-06 +2023-08-07 22:26:52 transreid.train INFO: Epoch[109] Iter[400/486] Loss: 0.223, Acc: 0.989, Base Lr: 9.02e-06 +2023-08-07 22:26:54 transreid.train INFO: Epoch[109] Iter[420/486] Loss: 0.217, Acc: 0.989, Base Lr: 9.02e-06 +2023-08-07 22:26:55 transreid.train INFO: Epoch[109] Iter[440/486] Loss: 0.212, Acc: 0.990, Base Lr: 9.02e-06 +2023-08-07 22:26:57 transreid.train INFO: Epoch[109] Iter[460/486] Loss: 0.207, Acc: 0.990, Base Lr: 9.02e-06 +2023-08-07 22:26:58 transreid.train INFO: Epoch 109 done. 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Time per epoch: 41.831[s] Speed: 726.7[samples/s] +2023-08-07 22:29:03 transreid.train INFO: Epoch[113] Iter[20/486] Loss: 0.338, Acc: 0.977, Base Lr: 4.14e-06 +2023-08-07 22:29:05 transreid.train INFO: Epoch[113] Iter[40/486] Loss: 0.333, Acc: 0.977, Base Lr: 4.14e-06 +2023-08-07 22:29:07 transreid.train INFO: Epoch[113] Iter[60/486] Loss: 0.324, Acc: 0.978, Base Lr: 4.14e-06 +2023-08-07 22:29:08 transreid.train INFO: Epoch[113] Iter[80/486] Loss: 0.318, Acc: 0.978, Base Lr: 4.14e-06 +2023-08-07 22:29:10 transreid.train INFO: Epoch[113] Iter[100/486] Loss: 0.311, Acc: 0.979, Base Lr: 4.14e-06 +2023-08-07 22:29:12 transreid.train INFO: Epoch[113] Iter[120/486] Loss: 0.307, Acc: 0.980, Base Lr: 4.14e-06 +2023-08-07 22:29:14 transreid.train INFO: Epoch[113] Iter[140/486] Loss: 0.302, Acc: 0.980, Base Lr: 4.14e-06 +2023-08-07 22:29:15 transreid.train INFO: Epoch[113] Iter[160/486] Loss: 0.296, Acc: 0.981, Base Lr: 4.14e-06 +2023-08-07 22:29:17 transreid.train INFO: Epoch[113] Iter[180/486] Loss: 0.288, Acc: 0.982, Base Lr: 4.14e-06 +2023-08-07 22:29:19 transreid.train INFO: Epoch[113] Iter[200/486] Loss: 0.279, Acc: 0.983, Base Lr: 4.14e-06 +2023-08-07 22:29:21 transreid.train INFO: Epoch[113] Iter[220/486] Loss: 0.273, Acc: 0.983, Base Lr: 4.14e-06 +2023-08-07 22:29:22 transreid.train INFO: Epoch[113] Iter[240/486] Loss: 0.268, Acc: 0.984, Base Lr: 4.14e-06 +2023-08-07 22:29:24 transreid.train INFO: Epoch[113] Iter[260/486] Loss: 0.264, Acc: 0.985, Base Lr: 4.14e-06 +2023-08-07 22:29:26 transreid.train INFO: Epoch[113] Iter[280/486] Loss: 0.260, Acc: 0.985, Base Lr: 4.14e-06 +2023-08-07 22:29:28 transreid.train INFO: Epoch[113] Iter[300/486] Loss: 0.254, Acc: 0.985, Base Lr: 4.14e-06 +2023-08-07 22:29:29 transreid.train INFO: Epoch[113] Iter[320/486] Loss: 0.248, Acc: 0.986, Base Lr: 4.14e-06 +2023-08-07 22:29:31 transreid.train INFO: Epoch[113] Iter[340/486] Loss: 0.243, Acc: 0.986, Base Lr: 4.14e-06 +2023-08-07 22:29:33 transreid.train INFO: Epoch[113] Iter[360/486] Loss: 0.237, Acc: 0.987, Base Lr: 4.14e-06 +2023-08-07 22:29:35 transreid.train INFO: Epoch[113] Iter[380/486] Loss: 0.231, Acc: 0.987, Base Lr: 4.14e-06 +2023-08-07 22:29:37 transreid.train INFO: Epoch[113] Iter[400/486] Loss: 0.229, Acc: 0.987, Base Lr: 4.14e-06 +2023-08-07 22:29:38 transreid.train INFO: Epoch[113] Iter[420/486] Loss: 0.223, Acc: 0.988, Base Lr: 4.14e-06 +2023-08-07 22:29:40 transreid.train INFO: Epoch[113] Iter[440/486] Loss: 0.218, Acc: 0.988, Base Lr: 4.14e-06 +2023-08-07 22:29:42 transreid.train INFO: Epoch[113] Iter[460/486] Loss: 0.212, Acc: 0.988, Base Lr: 4.14e-06 +2023-08-07 22:29:43 transreid.train INFO: Epoch 113 done. Time per epoch: 42.472[s] Speed: 712.7[samples/s] +2023-08-07 22:29:45 transreid.train INFO: Epoch[114] Iter[20/486] Loss: 0.292, Acc: 0.983, Base Lr: 3.26e-06 +2023-08-07 22:29:47 transreid.train INFO: Epoch[114] Iter[40/486] Loss: 0.313, Acc: 0.976, Base Lr: 3.26e-06 +2023-08-07 22:29:49 transreid.train INFO: Epoch[114] Iter[60/486] Loss: 0.307, Acc: 0.977, Base Lr: 3.26e-06 +2023-08-07 22:29:50 transreid.train INFO: Epoch[114] Iter[80/486] Loss: 0.307, Acc: 0.979, Base Lr: 3.26e-06 +2023-08-07 22:29:52 transreid.train INFO: Epoch[114] Iter[100/486] Loss: 0.302, Acc: 0.980, Base Lr: 3.26e-06 +2023-08-07 22:29:54 transreid.train INFO: Epoch[114] Iter[120/486] Loss: 0.298, Acc: 0.981, Base Lr: 3.26e-06 +2023-08-07 22:29:55 transreid.train INFO: Epoch[114] Iter[140/486] Loss: 0.293, Acc: 0.981, Base Lr: 3.26e-06 +2023-08-07 22:29:57 transreid.train INFO: Epoch[114] Iter[160/486] Loss: 0.287, Acc: 0.982, Base Lr: 3.26e-06 +2023-08-07 22:29:59 transreid.train INFO: Epoch[114] Iter[180/486] Loss: 0.279, Acc: 0.984, Base Lr: 3.26e-06 +2023-08-07 22:30:00 transreid.train INFO: Epoch[114] Iter[200/486] Loss: 0.272, Acc: 0.984, Base Lr: 3.26e-06 +2023-08-07 22:30:02 transreid.train INFO: Epoch[114] Iter[220/486] Loss: 0.266, Acc: 0.985, Base Lr: 3.26e-06 +2023-08-07 22:30:04 transreid.train INFO: Epoch[114] Iter[240/486] Loss: 0.264, Acc: 0.985, Base Lr: 3.26e-06 +2023-08-07 22:30:05 transreid.train INFO: Epoch[114] Iter[260/486] Loss: 0.258, Acc: 0.986, Base Lr: 3.26e-06 +2023-08-07 22:30:07 transreid.train INFO: Epoch[114] Iter[280/486] Loss: 0.252, Acc: 0.986, Base Lr: 3.26e-06 +2023-08-07 22:30:09 transreid.train INFO: Epoch[114] Iter[300/486] Loss: 0.247, Acc: 0.987, Base Lr: 3.26e-06 +2023-08-07 22:30:10 transreid.train INFO: Epoch[114] Iter[320/486] Loss: 0.241, Acc: 0.987, Base Lr: 3.26e-06 +2023-08-07 22:30:12 transreid.train INFO: Epoch[114] Iter[340/486] Loss: 0.235, Acc: 0.988, Base Lr: 3.26e-06 +2023-08-07 22:30:14 transreid.train INFO: Epoch[114] Iter[360/486] Loss: 0.229, Acc: 0.988, Base Lr: 3.26e-06 +2023-08-07 22:30:15 transreid.train INFO: Epoch[114] Iter[380/486] Loss: 0.226, Acc: 0.988, Base Lr: 3.26e-06 +2023-08-07 22:30:17 transreid.train INFO: Epoch[114] Iter[400/486] Loss: 0.222, Acc: 0.988, Base Lr: 3.26e-06 +2023-08-07 22:30:19 transreid.train INFO: Epoch[114] Iter[420/486] Loss: 0.217, Acc: 0.988, Base Lr: 3.26e-06 +2023-08-07 22:30:20 transreid.train INFO: Epoch[114] Iter[440/486] Loss: 0.211, Acc: 0.989, Base Lr: 3.26e-06 +2023-08-07 22:30:22 transreid.train INFO: Epoch[114] Iter[460/486] Loss: 0.206, Acc: 0.989, Base Lr: 3.26e-06 +2023-08-07 22:30:23 transreid.train INFO: Epoch 114 done. Time per epoch: 40.200[s] Speed: 754.6[samples/s] +2023-08-07 22:30:26 transreid.train INFO: Epoch[115] Iter[20/486] Loss: 0.353, Acc: 0.977, Base Lr: 2.51e-06 +2023-08-07 22:30:27 transreid.train INFO: Epoch[115] Iter[40/486] Loss: 0.360, Acc: 0.976, Base Lr: 2.51e-06 +2023-08-07 22:30:29 transreid.train INFO: Epoch[115] Iter[60/486] Loss: 0.347, Acc: 0.975, Base Lr: 2.51e-06 +2023-08-07 22:30:31 transreid.train INFO: Epoch[115] Iter[80/486] Loss: 0.335, Acc: 0.977, Base Lr: 2.51e-06 +2023-08-07 22:30:32 transreid.train INFO: Epoch[115] Iter[100/486] Loss: 0.330, Acc: 0.977, Base Lr: 2.51e-06 +2023-08-07 22:30:34 transreid.train INFO: Epoch[115] Iter[120/486] Loss: 0.315, Acc: 0.979, Base Lr: 2.51e-06 +2023-08-07 22:30:36 transreid.train INFO: Epoch[115] Iter[140/486] Loss: 0.305, Acc: 0.980, Base Lr: 2.51e-06 +2023-08-07 22:30:37 transreid.train INFO: Epoch[115] Iter[160/486] Loss: 0.299, Acc: 0.981, Base Lr: 2.51e-06 +2023-08-07 22:30:39 transreid.train INFO: Epoch[115] Iter[180/486] Loss: 0.294, Acc: 0.981, Base Lr: 2.51e-06 +2023-08-07 22:30:41 transreid.train INFO: Epoch[115] Iter[200/486] Loss: 0.291, Acc: 0.981, Base Lr: 2.51e-06 +2023-08-07 22:30:42 transreid.train INFO: Epoch[115] Iter[220/486] Loss: 0.284, Acc: 0.982, Base Lr: 2.51e-06 +2023-08-07 22:30:44 transreid.train INFO: Epoch[115] Iter[240/486] Loss: 0.276, Acc: 0.983, Base Lr: 2.51e-06 +2023-08-07 22:30:46 transreid.train INFO: Epoch[115] Iter[260/486] Loss: 0.271, Acc: 0.984, Base Lr: 2.51e-06 +2023-08-07 22:30:47 transreid.train INFO: Epoch[115] Iter[280/486] Loss: 0.264, Acc: 0.985, Base Lr: 2.51e-06 +2023-08-07 22:30:49 transreid.train INFO: Epoch[115] Iter[300/486] Loss: 0.259, Acc: 0.985, Base Lr: 2.51e-06 +2023-08-07 22:30:51 transreid.train INFO: Epoch[115] Iter[320/486] Loss: 0.252, Acc: 0.986, Base Lr: 2.51e-06 +2023-08-07 22:30:52 transreid.train INFO: Epoch[115] Iter[340/486] Loss: 0.246, Acc: 0.986, Base Lr: 2.51e-06 +2023-08-07 22:30:54 transreid.train INFO: Epoch[115] Iter[360/486] Loss: 0.240, Acc: 0.986, Base Lr: 2.51e-06 +2023-08-07 22:30:56 transreid.train INFO: Epoch[115] Iter[380/486] Loss: 0.235, Acc: 0.987, Base Lr: 2.51e-06 +2023-08-07 22:30:57 transreid.train INFO: Epoch[115] Iter[400/486] Loss: 0.228, Acc: 0.987, Base Lr: 2.51e-06 +2023-08-07 22:30:59 transreid.train INFO: Epoch[115] Iter[420/486] Loss: 0.222, Acc: 0.988, Base Lr: 2.51e-06 +2023-08-07 22:31:01 transreid.train INFO: Epoch[115] Iter[440/486] Loss: 0.217, Acc: 0.988, Base Lr: 2.51e-06 +2023-08-07 22:31:02 transreid.train INFO: Epoch[115] Iter[460/486] Loss: 0.212, Acc: 0.988, Base Lr: 2.51e-06 +2023-08-07 22:31:03 transreid.train INFO: Epoch 115 done. Time per epoch: 40.236[s] Speed: 750.8[samples/s] +2023-08-07 22:31:06 transreid.train INFO: Epoch[116] Iter[20/486] Loss: 0.376, Acc: 0.974, Base Lr: 1.89e-06 +2023-08-07 22:31:08 transreid.train INFO: Epoch[116] Iter[40/486] Loss: 0.375, Acc: 0.969, Base Lr: 1.89e-06 +2023-08-07 22:31:09 transreid.train INFO: Epoch[116] Iter[60/486] Loss: 0.350, Acc: 0.973, Base Lr: 1.89e-06 +2023-08-07 22:31:11 transreid.train INFO: Epoch[116] Iter[80/486] Loss: 0.336, Acc: 0.977, Base Lr: 1.89e-06 +2023-08-07 22:31:13 transreid.train INFO: Epoch[116] Iter[100/486] Loss: 0.322, Acc: 0.977, Base Lr: 1.89e-06 +2023-08-07 22:31:14 transreid.train INFO: Epoch[116] Iter[120/486] Loss: 0.308, Acc: 0.979, Base Lr: 1.89e-06 +2023-08-07 22:31:16 transreid.train INFO: Epoch[116] Iter[140/486] Loss: 0.304, Acc: 0.980, Base Lr: 1.89e-06 +2023-08-07 22:31:18 transreid.train INFO: Epoch[116] Iter[160/486] Loss: 0.295, Acc: 0.981, Base Lr: 1.89e-06 +2023-08-07 22:31:19 transreid.train INFO: Epoch[116] Iter[180/486] Loss: 0.290, Acc: 0.982, Base Lr: 1.89e-06 +2023-08-07 22:31:21 transreid.train INFO: Epoch[116] Iter[200/486] Loss: 0.289, Acc: 0.981, Base Lr: 1.89e-06 +2023-08-07 22:31:22 transreid.train INFO: Epoch[116] Iter[220/486] Loss: 0.283, Acc: 0.982, Base Lr: 1.89e-06 +2023-08-07 22:31:24 transreid.train INFO: Epoch[116] Iter[240/486] Loss: 0.277, Acc: 0.983, Base Lr: 1.89e-06 +2023-08-07 22:31:26 transreid.train INFO: Epoch[116] Iter[260/486] Loss: 0.270, Acc: 0.983, Base Lr: 1.89e-06 +2023-08-07 22:31:27 transreid.train INFO: Epoch[116] Iter[280/486] Loss: 0.265, Acc: 0.984, Base Lr: 1.89e-06 +2023-08-07 22:31:29 transreid.train INFO: Epoch[116] Iter[300/486] Loss: 0.258, Acc: 0.985, Base Lr: 1.89e-06 +2023-08-07 22:31:31 transreid.train INFO: Epoch[116] Iter[320/486] Loss: 0.254, Acc: 0.985, Base Lr: 1.89e-06 +2023-08-07 22:31:32 transreid.train INFO: Epoch[116] Iter[340/486] Loss: 0.249, Acc: 0.985, Base Lr: 1.89e-06 +2023-08-07 22:31:34 transreid.train INFO: Epoch[116] Iter[360/486] Loss: 0.244, Acc: 0.986, Base Lr: 1.89e-06 +2023-08-07 22:31:36 transreid.train INFO: Epoch[116] Iter[380/486] Loss: 0.237, Acc: 0.986, Base Lr: 1.89e-06 +2023-08-07 22:31:38 transreid.train INFO: Epoch[116] Iter[400/486] Loss: 0.231, Acc: 0.987, Base Lr: 1.89e-06 +2023-08-07 22:31:39 transreid.train INFO: Epoch[116] Iter[420/486] Loss: 0.227, Acc: 0.987, Base Lr: 1.89e-06 +2023-08-07 22:31:41 transreid.train INFO: Epoch[116] Iter[440/486] Loss: 0.220, Acc: 0.987, Base Lr: 1.89e-06 +2023-08-07 22:31:43 transreid.train INFO: Epoch[116] Iter[460/486] Loss: 0.214, Acc: 0.988, Base Lr: 1.89e-06 +2023-08-07 22:31:44 transreid.train INFO: Epoch 116 done. Time per epoch: 40.389[s] Speed: 751.1[samples/s] +2023-08-07 22:31:46 transreid.train INFO: Epoch[117] Iter[20/486] Loss: 0.336, Acc: 0.978, Base Lr: 1.42e-06 +2023-08-07 22:31:48 transreid.train INFO: Epoch[117] Iter[40/486] Loss: 0.315, Acc: 0.979, Base Lr: 1.42e-06 +2023-08-07 22:31:50 transreid.train INFO: Epoch[117] Iter[60/486] Loss: 0.307, Acc: 0.981, Base Lr: 1.42e-06 +2023-08-07 22:31:51 transreid.train INFO: Epoch[117] Iter[80/486] Loss: 0.309, Acc: 0.980, Base Lr: 1.42e-06 +2023-08-07 22:31:53 transreid.train INFO: Epoch[117] Iter[100/486] Loss: 0.301, Acc: 0.981, Base Lr: 1.42e-06 +2023-08-07 22:31:55 transreid.train INFO: Epoch[117] Iter[120/486] Loss: 0.297, Acc: 0.982, Base Lr: 1.42e-06 +2023-08-07 22:31:56 transreid.train INFO: Epoch[117] Iter[140/486] Loss: 0.293, Acc: 0.982, Base Lr: 1.42e-06 +2023-08-07 22:31:58 transreid.train INFO: Epoch[117] Iter[160/486] Loss: 0.294, Acc: 0.983, Base Lr: 1.42e-06 +2023-08-07 22:32:00 transreid.train INFO: Epoch[117] Iter[180/486] Loss: 0.285, Acc: 0.984, Base Lr: 1.42e-06 +2023-08-07 22:32:01 transreid.train INFO: Epoch[117] Iter[200/486] Loss: 0.277, Acc: 0.984, Base Lr: 1.42e-06 +2023-08-07 22:32:03 transreid.train INFO: Epoch[117] Iter[220/486] Loss: 0.268, Acc: 0.985, Base Lr: 1.42e-06 +2023-08-07 22:32:05 transreid.train INFO: Epoch[117] Iter[240/486] Loss: 0.261, Acc: 0.986, Base Lr: 1.42e-06 +2023-08-07 22:32:06 transreid.train INFO: Epoch[117] Iter[260/486] Loss: 0.256, Acc: 0.986, Base Lr: 1.42e-06 +2023-08-07 22:32:08 transreid.train INFO: Epoch[117] Iter[280/486] Loss: 0.250, Acc: 0.986, Base Lr: 1.42e-06 +2023-08-07 22:32:10 transreid.train INFO: Epoch[117] Iter[300/486] Loss: 0.247, Acc: 0.987, Base Lr: 1.42e-06 +2023-08-07 22:32:11 transreid.train INFO: Epoch[117] Iter[320/486] Loss: 0.242, Acc: 0.987, Base Lr: 1.42e-06 +2023-08-07 22:32:13 transreid.train INFO: Epoch[117] Iter[340/486] Loss: 0.237, Acc: 0.987, Base Lr: 1.42e-06 +2023-08-07 22:32:15 transreid.train INFO: Epoch[117] Iter[360/486] Loss: 0.231, Acc: 0.988, Base Lr: 1.42e-06 +2023-08-07 22:32:16 transreid.train INFO: Epoch[117] Iter[380/486] Loss: 0.227, Acc: 0.988, Base Lr: 1.42e-06 +2023-08-07 22:32:18 transreid.train INFO: Epoch[117] Iter[400/486] Loss: 0.222, Acc: 0.988, Base Lr: 1.42e-06 +2023-08-07 22:32:20 transreid.train INFO: Epoch[117] Iter[420/486] Loss: 0.217, Acc: 0.988, Base Lr: 1.42e-06 +2023-08-07 22:32:21 transreid.train INFO: Epoch[117] Iter[440/486] Loss: 0.212, Acc: 0.989, Base Lr: 1.42e-06 +2023-08-07 22:32:23 transreid.train INFO: Epoch[117] Iter[460/486] Loss: 0.208, Acc: 0.989, Base Lr: 1.42e-06 +2023-08-07 22:32:24 transreid.train INFO: Epoch 117 done. Time per epoch: 40.147[s] Speed: 754.0[samples/s] +2023-08-07 22:32:26 transreid.train INFO: Epoch[118] Iter[20/486] Loss: 0.381, Acc: 0.967, Base Lr: 1.07e-06 +2023-08-07 22:32:28 transreid.train INFO: Epoch[118] Iter[40/486] Loss: 0.327, Acc: 0.977, Base Lr: 1.07e-06 +2023-08-07 22:32:30 transreid.train INFO: Epoch[118] Iter[60/486] Loss: 0.323, Acc: 0.979, Base Lr: 1.07e-06 +2023-08-07 22:32:31 transreid.train INFO: Epoch[118] Iter[80/486] Loss: 0.323, Acc: 0.978, Base Lr: 1.07e-06 +2023-08-07 22:32:33 transreid.train INFO: Epoch[118] Iter[100/486] Loss: 0.311, Acc: 0.980, Base Lr: 1.07e-06 +2023-08-07 22:32:34 transreid.train INFO: Epoch[118] Iter[120/486] Loss: 0.301, Acc: 0.980, Base Lr: 1.07e-06 +2023-08-07 22:32:36 transreid.train INFO: Epoch[118] Iter[140/486] Loss: 0.301, Acc: 0.980, Base Lr: 1.07e-06 +2023-08-07 22:32:38 transreid.train INFO: Epoch[118] Iter[160/486] Loss: 0.294, Acc: 0.981, Base Lr: 1.07e-06 +2023-08-07 22:32:39 transreid.train INFO: Epoch[118] Iter[180/486] Loss: 0.285, Acc: 0.982, Base Lr: 1.07e-06 +2023-08-07 22:32:41 transreid.train INFO: Epoch[118] Iter[200/486] Loss: 0.277, Acc: 0.983, Base Lr: 1.07e-06 +2023-08-07 22:32:43 transreid.train INFO: Epoch[118] Iter[220/486] Loss: 0.273, Acc: 0.983, Base Lr: 1.07e-06 +2023-08-07 22:32:44 transreid.train INFO: Epoch[118] Iter[240/486] Loss: 0.269, Acc: 0.984, Base Lr: 1.07e-06 +2023-08-07 22:32:46 transreid.train INFO: Epoch[118] Iter[260/486] Loss: 0.261, Acc: 0.985, Base Lr: 1.07e-06 +2023-08-07 22:32:48 transreid.train INFO: Epoch[118] Iter[280/486] Loss: 0.256, Acc: 0.985, Base Lr: 1.07e-06 +2023-08-07 22:32:49 transreid.train INFO: Epoch[118] Iter[300/486] Loss: 0.250, Acc: 0.986, Base Lr: 1.07e-06 +2023-08-07 22:32:51 transreid.train INFO: Epoch[118] Iter[320/486] Loss: 0.244, Acc: 0.986, Base Lr: 1.07e-06 +2023-08-07 22:32:53 transreid.train INFO: Epoch[118] Iter[340/486] Loss: 0.239, Acc: 0.986, Base Lr: 1.07e-06 +2023-08-07 22:32:55 transreid.train INFO: Epoch[118] Iter[360/486] Loss: 0.233, Acc: 0.987, Base Lr: 1.07e-06 +2023-08-07 22:32:56 transreid.train INFO: Epoch[118] Iter[380/486] Loss: 0.229, Acc: 0.987, Base Lr: 1.07e-06 +2023-08-07 22:32:58 transreid.train INFO: Epoch[118] Iter[400/486] Loss: 0.224, Acc: 0.987, Base Lr: 1.07e-06 +2023-08-07 22:33:00 transreid.train INFO: Epoch[118] Iter[420/486] Loss: 0.219, Acc: 0.988, Base Lr: 1.07e-06 +2023-08-07 22:33:01 transreid.train INFO: Epoch[118] Iter[440/486] Loss: 0.214, Acc: 0.988, Base Lr: 1.07e-06 +2023-08-07 22:33:03 transreid.train INFO: Epoch[118] Iter[460/486] Loss: 0.209, Acc: 0.988, Base Lr: 1.07e-06 +2023-08-07 22:33:04 transreid.train INFO: Epoch 118 done. Time per epoch: 40.298[s] Speed: 754.4[samples/s] +2023-08-07 22:33:07 transreid.train INFO: Epoch[119] Iter[20/486] Loss: 0.388, Acc: 0.964, Base Lr: 8.68e-07 +2023-08-07 22:33:09 transreid.train INFO: Epoch[119] Iter[40/486] Loss: 0.367, Acc: 0.966, Base Lr: 8.68e-07 +2023-08-07 22:33:10 transreid.train INFO: Epoch[119] Iter[60/486] Loss: 0.360, Acc: 0.970, Base Lr: 8.68e-07 +2023-08-07 22:33:12 transreid.train INFO: Epoch[119] Iter[80/486] Loss: 0.336, Acc: 0.975, Base Lr: 8.68e-07 +2023-08-07 22:33:14 transreid.train INFO: Epoch[119] Iter[100/486] Loss: 0.322, Acc: 0.977, Base Lr: 8.68e-07 +2023-08-07 22:33:15 transreid.train INFO: Epoch[119] Iter[120/486] Loss: 0.310, Acc: 0.979, Base Lr: 8.68e-07 +2023-08-07 22:33:17 transreid.train INFO: Epoch[119] Iter[140/486] Loss: 0.303, Acc: 0.980, Base Lr: 8.68e-07 +2023-08-07 22:33:18 transreid.train INFO: Epoch[119] Iter[160/486] Loss: 0.290, Acc: 0.981, Base Lr: 8.68e-07 +2023-08-07 22:33:20 transreid.train INFO: Epoch[119] Iter[180/486] Loss: 0.283, Acc: 0.982, Base Lr: 8.68e-07 +2023-08-07 22:33:22 transreid.train INFO: Epoch[119] Iter[200/486] Loss: 0.275, Acc: 0.983, Base Lr: 8.68e-07 +2023-08-07 22:33:24 transreid.train INFO: Epoch[119] Iter[220/486] Loss: 0.268, Acc: 0.984, Base Lr: 8.68e-07 +2023-08-07 22:33:25 transreid.train INFO: Epoch[119] Iter[240/486] Loss: 0.263, Acc: 0.985, Base Lr: 8.68e-07 +2023-08-07 22:33:27 transreid.train INFO: Epoch[119] Iter[260/486] Loss: 0.258, Acc: 0.985, Base Lr: 8.68e-07 +2023-08-07 22:33:29 transreid.train INFO: Epoch[119] Iter[280/486] Loss: 0.253, Acc: 0.985, Base Lr: 8.68e-07 +2023-08-07 22:33:30 transreid.train INFO: Epoch[119] Iter[300/486] Loss: 0.250, Acc: 0.986, Base Lr: 8.68e-07 +2023-08-07 22:33:32 transreid.train INFO: Epoch[119] Iter[320/486] Loss: 0.245, Acc: 0.986, Base Lr: 8.68e-07 +2023-08-07 22:33:33 transreid.train INFO: Epoch[119] Iter[340/486] Loss: 0.240, Acc: 0.986, Base Lr: 8.68e-07 +2023-08-07 22:33:35 transreid.train INFO: Epoch[119] Iter[360/486] Loss: 0.234, Acc: 0.987, Base Lr: 8.68e-07 +2023-08-07 22:33:37 transreid.train INFO: Epoch[119] Iter[380/486] Loss: 0.230, Acc: 0.987, Base Lr: 8.68e-07 +2023-08-07 22:33:39 transreid.train INFO: Epoch[119] Iter[400/486] Loss: 0.225, Acc: 0.987, Base Lr: 8.68e-07 +2023-08-07 22:33:40 transreid.train INFO: Epoch[119] Iter[420/486] Loss: 0.219, Acc: 0.988, Base Lr: 8.68e-07 +2023-08-07 22:33:42 transreid.train INFO: Epoch[119] Iter[440/486] Loss: 0.215, Acc: 0.988, Base Lr: 8.68e-07 +2023-08-07 22:33:44 transreid.train INFO: Epoch[119] Iter[460/486] Loss: 0.210, Acc: 0.988, Base Lr: 8.68e-07 +2023-08-07 22:33:45 transreid.train INFO: Epoch 119 done. Time per epoch: 40.542[s] Speed: 748.3[samples/s] +2023-08-07 22:33:47 transreid.train INFO: Epoch[120] Iter[20/486] Loss: 0.333, Acc: 0.980, Base Lr: 8.00e-07 +2023-08-07 22:33:49 transreid.train INFO: Epoch[120] Iter[40/486] Loss: 0.319, Acc: 0.978, Base Lr: 8.00e-07 +2023-08-07 22:33:51 transreid.train INFO: Epoch[120] Iter[60/486] Loss: 0.305, Acc: 0.980, Base Lr: 8.00e-07 +2023-08-07 22:33:52 transreid.train INFO: Epoch[120] Iter[80/486] Loss: 0.289, Acc: 0.981, Base Lr: 8.00e-07 +2023-08-07 22:33:54 transreid.train INFO: Epoch[120] Iter[100/486] Loss: 0.285, Acc: 0.982, Base Lr: 8.00e-07 +2023-08-07 22:33:56 transreid.train INFO: Epoch[120] Iter[120/486] Loss: 0.284, Acc: 0.983, Base Lr: 8.00e-07 +2023-08-07 22:33:57 transreid.train INFO: Epoch[120] Iter[140/486] Loss: 0.276, Acc: 0.984, Base Lr: 8.00e-07 +2023-08-07 22:33:59 transreid.train INFO: Epoch[120] Iter[160/486] Loss: 0.271, Acc: 0.984, Base Lr: 8.00e-07 +2023-08-07 22:34:01 transreid.train INFO: Epoch[120] Iter[180/486] Loss: 0.264, Acc: 0.985, Base Lr: 8.00e-07 +2023-08-07 22:34:02 transreid.train INFO: Epoch[120] Iter[200/486] Loss: 0.263, Acc: 0.985, Base Lr: 8.00e-07 +2023-08-07 22:34:04 transreid.train INFO: Epoch[120] Iter[220/486] Loss: 0.264, Acc: 0.986, Base Lr: 8.00e-07 +2023-08-07 22:34:05 transreid.train INFO: Epoch[120] Iter[240/486] Loss: 0.261, Acc: 0.986, Base Lr: 8.00e-07 +2023-08-07 22:34:07 transreid.train INFO: Epoch[120] Iter[260/486] Loss: 0.257, Acc: 0.986, Base Lr: 8.00e-07 +2023-08-07 22:34:09 transreid.train INFO: Epoch[120] Iter[280/486] Loss: 0.252, Acc: 0.986, Base Lr: 8.00e-07 +2023-08-07 22:34:10 transreid.train INFO: Epoch[120] Iter[300/486] Loss: 0.248, Acc: 0.987, Base Lr: 8.00e-07 +2023-08-07 22:34:12 transreid.train INFO: Epoch[120] Iter[320/486] Loss: 0.242, Acc: 0.987, Base Lr: 8.00e-07 +2023-08-07 22:34:14 transreid.train INFO: Epoch[120] Iter[340/486] Loss: 0.238, Acc: 0.988, Base Lr: 8.00e-07 +2023-08-07 22:34:15 transreid.train INFO: Epoch[120] Iter[360/486] Loss: 0.233, Acc: 0.988, Base Lr: 8.00e-07 +2023-08-07 22:34:17 transreid.train INFO: Epoch[120] Iter[380/486] Loss: 0.230, Acc: 0.988, Base Lr: 8.00e-07 +2023-08-07 22:34:19 transreid.train INFO: Epoch[120] Iter[400/486] Loss: 0.225, Acc: 0.988, Base Lr: 8.00e-07 +2023-08-07 22:34:20 transreid.train INFO: Epoch[120] Iter[420/486] Loss: 0.219, Acc: 0.989, Base Lr: 8.00e-07 +2023-08-07 22:34:22 transreid.train INFO: Epoch[120] Iter[440/486] Loss: 0.215, Acc: 0.989, Base Lr: 8.00e-07 +2023-08-07 22:34:24 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.209, Acc: 0.989, Base Lr: 8.00e-07 +2023-08-07 22:34:25 transreid.train INFO: Epoch 120 done. Time per epoch: 40.077[s] Speed: 755.3[samples/s] +2023-08-07 22:38:49 transreid.train INFO: Validation Results - Epoch: 120 +2023-08-07 22:38:49 transreid.train INFO: mAP: 74.3% +2023-08-07 22:38:49 transreid.train INFO: CMC curve, Rank-1 :88.8% +2023-08-07 22:38:49 transreid.train INFO: CMC curve, Rank-5 :94.2% +2023-08-07 22:38:49 transreid.train INFO: CMC curve, Rank-10 :95.6%