diff --git "a/market.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220/train_log.txt" "b/market.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220/train_log.txt" new file mode 100755--- /dev/null +++ "b/market.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220/train_log.txt" @@ -0,0 +1,1407 @@ +2023-08-07 21:13:22 transreid INFO: Namespace(config_file='configs/market/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/market.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220', 'MODEL.PRETRAIN_HW_RATIO', '2']) +2023-08-07 21:13:22 transreid INFO: Saving model in the path :logs/market.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220 +2023-08-07 21:13:22 transreid INFO: Loaded configuration file configs/market/vit_small.yml +2023-08-07 21:13:22 transreid INFO: Running with config: +DATALOADER: + NUM_INSTANCE: 4 + NUM_WORKERS: 8 + REMOVE_TAIL: 0 + SAMPLER: softmax_triplet +DATASETS: + NAMES: market1501 + 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/market.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 21:13:22 transreid.check INFO: Dataset statistics: +2023-08-07 21:13:22 transreid.check INFO: ---------------------------------------- +2023-08-07 21:13:22 transreid.check INFO: subset | # ids | # images | # cameras +2023-08-07 21:13:22 transreid.check INFO: ---------------------------------------- +2023-08-07 21:13:22 transreid.check INFO: train | 751 | 12936 | 6 +2023-08-07 21:13:22 transreid.check INFO: query | 750 | 3368 | 6 +2023-08-07 21:13:22 transreid.check INFO: gallery | 751 | 15913 | 6 +2023-08-07 21:13:22 transreid.check INFO: ---------------------------------------- +2023-08-07 22:38:52 transreid INFO: Namespace(config_file='configs/market/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/market.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220', 'MODEL.PRETRAIN_HW_RATIO', '2']) +2023-08-07 22:38:52 transreid INFO: Saving model in the path :logs/market.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220 +2023-08-07 22:38:52 transreid INFO: Loaded configuration file configs/market/vit_small.yml +2023-08-07 22:38:52 transreid INFO: Running with config: +DATALOADER: + NUM_INSTANCE: 4 + NUM_WORKERS: 8 + REMOVE_TAIL: 0 + SAMPLER: softmax_triplet +DATASETS: + NAMES: market1501 + 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/market.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 22:38:53 transreid.check INFO: Dataset statistics: +2023-08-07 22:38:53 transreid.check INFO: ---------------------------------------- +2023-08-07 22:38:53 transreid.check INFO: subset | # ids | # images | # cameras +2023-08-07 22:38:53 transreid.check INFO: ---------------------------------------- +2023-08-07 22:38:53 transreid.check INFO: train | 751 | 12936 | 6 +2023-08-07 22:38:53 transreid.check INFO: query | 750 | 3368 | 6 +2023-08-07 22:38:53 transreid.check INFO: gallery | 751 | 15913 | 6 +2023-08-07 22:38:53 transreid.check INFO: ---------------------------------------- +2023-08-07 22:38:58 transreid INFO: ===========using cosine learning rate======= +2023-08-07 22:38:58 transreid.train INFO: start training +2023-08-07 22:39:01 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 17.069, Acc: 0.003, Base Lr: 2.38e-05 +2023-08-07 22:39:02 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 15.984, Acc: 0.002, Base Lr: 2.38e-05 +2023-08-07 22:39:04 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 15.278, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 22:39:06 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 14.709, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 22:39:07 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 14.062, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 22:39:09 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 13.547, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 22:39:11 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 13.107, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 22:39:12 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 12.729, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 22:39:14 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 12.450, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 22:39:14 transreid.train INFO: Epoch 1 done. Time per epoch: 16.252[s] Speed: 720.6[samples/s] +2023-08-07 22:39:17 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 9.074, Acc: 0.001, Base Lr: 4.36e-05 +2023-08-07 22:39:19 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.721, Acc: 0.001, Base Lr: 4.36e-05 +2023-08-07 22:39:20 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.495, Acc: 0.002, Base Lr: 4.36e-05 +2023-08-07 22:39:22 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 8.372, Acc: 0.002, Base Lr: 4.36e-05 +2023-08-07 22:39:24 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 8.267, Acc: 0.003, Base Lr: 4.36e-05 +2023-08-07 22:39:25 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 8.193, Acc: 0.004, Base Lr: 4.36e-05 +2023-08-07 22:39:27 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 8.160, Acc: 0.005, Base Lr: 4.36e-05 +2023-08-07 22:39:29 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 8.093, Acc: 0.006, Base Lr: 4.36e-05 +2023-08-07 22:39:30 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 8.051, Acc: 0.009, Base Lr: 4.36e-05 +2023-08-07 22:39:31 transreid.train INFO: Epoch 2 done. Time per epoch: 16.151[s] Speed: 725.2[samples/s] +2023-08-07 22:39:33 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.616, Acc: 0.015, Base Lr: 6.34e-05 +2023-08-07 22:39:35 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.495, Acc: 0.018, Base Lr: 6.34e-05 +2023-08-07 22:39:36 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.422, Acc: 0.024, Base Lr: 6.34e-05 +2023-08-07 22:39:38 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.419, Acc: 0.029, Base Lr: 6.34e-05 +2023-08-07 22:39:40 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.413, Acc: 0.036, Base Lr: 6.34e-05 +2023-08-07 22:39:41 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.395, Acc: 0.045, Base Lr: 6.34e-05 +2023-08-07 22:39:43 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.382, Acc: 0.054, Base Lr: 6.34e-05 +2023-08-07 22:39:45 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.367, Acc: 0.069, Base Lr: 6.34e-05 +2023-08-07 22:39:46 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.360, Acc: 0.087, Base Lr: 6.34e-05 +2023-08-07 22:39:47 transreid.train INFO: Epoch 3 done. Time per epoch: 16.162[s] Speed: 728.6[samples/s] +2023-08-07 22:39:49 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.072, Acc: 0.070, Base Lr: 8.32e-05 +2023-08-07 22:39:51 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 7.125, Acc: 0.079, Base Lr: 8.32e-05 +2023-08-07 22:39:52 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 7.106, Acc: 0.092, Base Lr: 8.32e-05 +2023-08-07 22:39:54 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 7.126, Acc: 0.107, Base Lr: 8.32e-05 +2023-08-07 22:39:56 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 7.099, Acc: 0.114, Base Lr: 8.32e-05 +2023-08-07 22:39:57 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 7.103, Acc: 0.128, Base Lr: 8.32e-05 +2023-08-07 22:39:59 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 7.097, Acc: 0.140, Base Lr: 8.32e-05 +2023-08-07 22:40:01 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 7.083, Acc: 0.163, Base Lr: 8.32e-05 +2023-08-07 22:40:02 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 7.072, Acc: 0.190, Base Lr: 8.32e-05 +2023-08-07 22:40:03 transreid.train INFO: Epoch 4 done. Time per epoch: 16.078[s] Speed: 732.4[samples/s] +2023-08-07 22:40:05 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 7.076, Acc: 0.084, Base Lr: 1.03e-04 +2023-08-07 22:40:07 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 6.982, Acc: 0.101, Base Lr: 1.03e-04 +2023-08-07 22:40:09 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 6.966, Acc: 0.107, Base Lr: 1.03e-04 +2023-08-07 22:40:10 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 6.986, Acc: 0.129, Base Lr: 1.03e-04 +2023-08-07 22:40:12 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 6.969, Acc: 0.133, Base Lr: 1.03e-04 +2023-08-07 22:40:14 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 6.964, Acc: 0.158, Base Lr: 1.03e-04 +2023-08-07 22:40:15 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 6.971, Acc: 0.179, Base Lr: 1.03e-04 +2023-08-07 22:40:17 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 6.964, Acc: 0.199, Base Lr: 1.03e-04 +2023-08-07 22:40:19 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 6.950, Acc: 0.234, Base Lr: 1.03e-04 +2023-08-07 22:40:19 transreid.train INFO: Epoch 5 done. Time per epoch: 16.245[s] Speed: 721.0[samples/s] +2023-08-07 22:40:22 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 6.945, Acc: 0.098, Base Lr: 1.23e-04 +2023-08-07 22:40:23 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 6.892, Acc: 0.115, Base Lr: 1.23e-04 +2023-08-07 22:40:25 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 6.891, Acc: 0.133, Base Lr: 1.23e-04 +2023-08-07 22:40:27 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 6.876, Acc: 0.146, Base Lr: 1.23e-04 +2023-08-07 22:40:29 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 6.872, Acc: 0.162, Base Lr: 1.23e-04 +2023-08-07 22:40:30 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 6.863, Acc: 0.175, Base Lr: 1.23e-04 +2023-08-07 22:40:32 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 6.843, Acc: 0.201, Base Lr: 1.23e-04 +2023-08-07 22:40:34 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 6.829, Acc: 0.222, Base Lr: 1.23e-04 +2023-08-07 22:40:35 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 6.806, Acc: 0.262, Base Lr: 1.23e-04 +2023-08-07 22:40:36 transreid.train INFO: Epoch 6 done. Time per epoch: 16.708[s] Speed: 701.0[samples/s] +2023-08-07 22:40:38 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 6.799, Acc: 0.139, Base Lr: 1.43e-04 +2023-08-07 22:40:40 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 6.767, Acc: 0.154, Base Lr: 1.43e-04 +2023-08-07 22:40:42 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 6.758, Acc: 0.152, Base Lr: 1.43e-04 +2023-08-07 22:40:44 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 6.771, Acc: 0.150, Base Lr: 1.43e-04 +2023-08-07 22:40:45 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 6.746, Acc: 0.165, Base Lr: 1.43e-04 +2023-08-07 22:40:47 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 6.721, Acc: 0.187, Base Lr: 1.43e-04 +2023-08-07 22:40:49 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 6.710, Acc: 0.203, Base Lr: 1.43e-04 +2023-08-07 22:40:50 transreid.train INFO: Epoch[7] Iter[160/186] Loss: 6.692, Acc: 0.228, Base Lr: 1.43e-04 +2023-08-07 22:40:52 transreid.train INFO: Epoch[7] Iter[180/186] Loss: 6.675, Acc: 0.266, Base Lr: 1.43e-04 +2023-08-07 22:40:52 transreid.train INFO: Epoch 7 done. Time per epoch: 16.447[s] Speed: 716.0[samples/s] +2023-08-07 22:40:55 transreid.train INFO: Epoch[8] Iter[20/186] Loss: 6.670, Acc: 0.129, Base Lr: 1.62e-04 +2023-08-07 22:40:56 transreid.train INFO: Epoch[8] Iter[40/186] Loss: 6.658, Acc: 0.140, Base Lr: 1.62e-04 +2023-08-07 22:40:58 transreid.train INFO: Epoch[8] Iter[60/186] Loss: 6.674, Acc: 0.142, Base Lr: 1.62e-04 +2023-08-07 22:41:00 transreid.train INFO: Epoch[8] Iter[80/186] Loss: 6.648, Acc: 0.146, Base Lr: 1.62e-04 +2023-08-07 22:41:01 transreid.train INFO: Epoch[8] Iter[100/186] Loss: 6.631, Acc: 0.161, Base Lr: 1.62e-04 +2023-08-07 22:41:03 transreid.train INFO: Epoch[8] Iter[120/186] Loss: 6.619, Acc: 0.180, Base Lr: 1.62e-04 +2023-08-07 22:41:05 transreid.train INFO: Epoch[8] Iter[140/186] Loss: 6.596, Acc: 0.203, Base Lr: 1.62e-04 +2023-08-07 22:41:06 transreid.train INFO: Epoch[8] Iter[160/186] Loss: 6.579, Acc: 0.234, Base Lr: 1.62e-04 +2023-08-07 22:41:08 transreid.train INFO: Epoch[8] Iter[180/186] Loss: 6.557, Acc: 0.275, Base Lr: 1.62e-04 +2023-08-07 22:41:09 transreid.train INFO: Epoch 8 done. Time per epoch: 16.456[s] Speed: 715.6[samples/s] +2023-08-07 22:41:11 transreid.train INFO: Epoch[9] Iter[20/186] Loss: 6.592, Acc: 0.115, Base Lr: 1.82e-04 +2023-08-07 22:41:13 transreid.train INFO: Epoch[9] Iter[40/186] Loss: 6.558, Acc: 0.122, Base Lr: 1.82e-04 +2023-08-07 22:41:14 transreid.train INFO: Epoch[9] Iter[60/186] Loss: 6.544, Acc: 0.132, Base Lr: 1.82e-04 +2023-08-07 22:41:16 transreid.train INFO: Epoch[9] Iter[80/186] Loss: 6.534, Acc: 0.144, Base Lr: 1.82e-04 +2023-08-07 22:41:18 transreid.train INFO: Epoch[9] Iter[100/186] Loss: 6.514, Acc: 0.168, Base Lr: 1.82e-04 +2023-08-07 22:41:19 transreid.train INFO: Epoch[9] Iter[120/186] Loss: 6.487, Acc: 0.183, Base Lr: 1.82e-04 +2023-08-07 22:41:21 transreid.train INFO: Epoch[9] Iter[140/186] Loss: 6.471, Acc: 0.203, Base Lr: 1.82e-04 +2023-08-07 22:41:23 transreid.train INFO: Epoch[9] Iter[160/186] Loss: 6.450, Acc: 0.222, Base Lr: 1.82e-04 +2023-08-07 22:41:24 transreid.train INFO: Epoch[9] Iter[180/186] Loss: 6.405, Acc: 0.266, Base Lr: 1.82e-04 +2023-08-07 22:41:25 transreid.train INFO: Epoch 9 done. Time per epoch: 15.839[s] Speed: 739.4[samples/s] +2023-08-07 22:41:27 transreid.train INFO: Epoch[10] Iter[20/186] Loss: 6.467, Acc: 0.136, Base Lr: 2.02e-04 +2023-08-07 22:41:29 transreid.train INFO: Epoch[10] Iter[40/186] Loss: 6.497, Acc: 0.134, Base Lr: 2.02e-04 +2023-08-07 22:41:30 transreid.train INFO: Epoch[10] Iter[60/186] Loss: 6.452, Acc: 0.148, Base Lr: 2.02e-04 +2023-08-07 22:41:32 transreid.train INFO: Epoch[10] Iter[80/186] Loss: 6.417, Acc: 0.163, Base Lr: 2.02e-04 +2023-08-07 22:41:34 transreid.train INFO: Epoch[10] Iter[100/186] Loss: 6.392, Acc: 0.174, Base Lr: 2.02e-04 +2023-08-07 22:41:35 transreid.train INFO: Epoch[10] Iter[120/186] Loss: 6.366, Acc: 0.189, Base Lr: 2.02e-04 +2023-08-07 22:41:37 transreid.train INFO: Epoch[10] Iter[140/186] Loss: 6.330, Acc: 0.209, Base Lr: 2.02e-04 +2023-08-07 22:41:39 transreid.train INFO: Epoch[10] Iter[160/186] Loss: 6.294, Acc: 0.233, Base Lr: 2.02e-04 +2023-08-07 22:41:40 transreid.train INFO: Epoch[10] Iter[180/186] Loss: 6.241, Acc: 0.272, Base Lr: 2.02e-04 +2023-08-07 22:41:41 transreid.train INFO: Epoch 10 done. Time per epoch: 16.272[s] Speed: 719.8[samples/s] +2023-08-07 22:41:43 transreid.train INFO: Epoch[11] Iter[20/186] Loss: 6.399, Acc: 0.125, Base Lr: 2.22e-04 +2023-08-07 22:41:45 transreid.train INFO: Epoch[11] Iter[40/186] Loss: 6.404, Acc: 0.134, Base Lr: 2.22e-04 +2023-08-07 22:41:47 transreid.train INFO: Epoch[11] Iter[60/186] Loss: 6.352, Acc: 0.140, Base Lr: 2.22e-04 +2023-08-07 22:41:48 transreid.train INFO: Epoch[11] Iter[80/186] Loss: 6.301, Acc: 0.161, Base Lr: 2.22e-04 +2023-08-07 22:41:50 transreid.train INFO: Epoch[11] Iter[100/186] Loss: 6.275, Acc: 0.175, Base Lr: 2.22e-04 +2023-08-07 22:41:51 transreid.train INFO: Epoch[11] Iter[120/186] Loss: 6.238, Acc: 0.191, Base Lr: 2.22e-04 +2023-08-07 22:41:53 transreid.train INFO: Epoch[11] Iter[140/186] Loss: 6.197, Acc: 0.215, Base Lr: 2.22e-04 +2023-08-07 22:41:55 transreid.train INFO: Epoch[11] Iter[160/186] Loss: 6.152, Acc: 0.244, Base Lr: 2.22e-04 +2023-08-07 22:41:56 transreid.train INFO: Epoch[11] Iter[180/186] Loss: 6.080, Acc: 0.286, Base Lr: 2.22e-04 +2023-08-07 22:41:57 transreid.train INFO: Epoch 11 done. Time per epoch: 16.013[s] Speed: 735.4[samples/s] +2023-08-07 22:41:59 transreid.train INFO: Epoch[12] Iter[20/186] Loss: 6.331, Acc: 0.127, Base Lr: 2.42e-04 +2023-08-07 22:42:01 transreid.train INFO: Epoch[12] Iter[40/186] Loss: 6.245, Acc: 0.134, Base Lr: 2.42e-04 +2023-08-07 22:42:03 transreid.train INFO: Epoch[12] Iter[60/186] Loss: 6.207, Acc: 0.144, Base Lr: 2.42e-04 +2023-08-07 22:42:04 transreid.train INFO: Epoch[12] Iter[80/186] Loss: 6.143, Acc: 0.163, Base Lr: 2.42e-04 +2023-08-07 22:42:06 transreid.train INFO: Epoch[12] Iter[100/186] Loss: 6.100, Acc: 0.177, Base Lr: 2.42e-04 +2023-08-07 22:42:08 transreid.train INFO: Epoch[12] Iter[120/186] Loss: 6.053, Acc: 0.193, Base Lr: 2.42e-04 +2023-08-07 22:42:09 transreid.train INFO: Epoch[12] Iter[140/186] Loss: 6.002, Acc: 0.212, Base Lr: 2.42e-04 +2023-08-07 22:42:11 transreid.train INFO: Epoch[12] Iter[160/186] Loss: 5.961, Acc: 0.233, Base Lr: 2.42e-04 +2023-08-07 22:42:13 transreid.train INFO: Epoch[12] Iter[180/186] Loss: 5.895, Acc: 0.274, Base Lr: 2.42e-04 +2023-08-07 22:42:13 transreid.train INFO: Epoch 12 done. Time per epoch: 16.419[s] Speed: 717.2[samples/s] +2023-08-07 22:42:16 transreid.train INFO: Epoch[13] Iter[20/186] Loss: 6.071, Acc: 0.138, Base Lr: 2.61e-04 +2023-08-07 22:42:17 transreid.train INFO: Epoch[13] Iter[40/186] Loss: 6.016, Acc: 0.142, Base Lr: 2.61e-04 +2023-08-07 22:42:19 transreid.train INFO: Epoch[13] Iter[60/186] Loss: 5.986, Acc: 0.154, Base Lr: 2.61e-04 +2023-08-07 22:42:21 transreid.train INFO: Epoch[13] Iter[80/186] Loss: 5.946, Acc: 0.160, Base Lr: 2.61e-04 +2023-08-07 22:42:22 transreid.train INFO: Epoch[13] Iter[100/186] Loss: 5.919, Acc: 0.175, Base Lr: 2.61e-04 +2023-08-07 22:42:24 transreid.train INFO: Epoch[13] Iter[120/186] Loss: 5.890, Acc: 0.186, Base Lr: 2.61e-04 +2023-08-07 22:42:26 transreid.train INFO: Epoch[13] Iter[140/186] Loss: 5.832, Acc: 0.207, Base Lr: 2.61e-04 +2023-08-07 22:42:27 transreid.train INFO: Epoch[13] Iter[160/186] Loss: 5.783, Acc: 0.237, Base Lr: 2.61e-04 +2023-08-07 22:42:29 transreid.train INFO: Epoch[13] Iter[180/186] Loss: 5.692, Acc: 0.279, Base Lr: 2.61e-04 +2023-08-07 22:42:29 transreid.train INFO: Epoch 13 done. Time per epoch: 16.281[s] Speed: 719.4[samples/s] +2023-08-07 22:42:32 transreid.train INFO: Epoch[14] Iter[20/186] Loss: 5.941, Acc: 0.145, Base Lr: 2.81e-04 +2023-08-07 22:42:34 transreid.train INFO: Epoch[14] Iter[40/186] Loss: 5.935, Acc: 0.146, Base Lr: 2.81e-04 +2023-08-07 22:42:35 transreid.train INFO: Epoch[14] Iter[60/186] Loss: 5.896, Acc: 0.152, Base Lr: 2.81e-04 +2023-08-07 22:42:37 transreid.train INFO: Epoch[14] Iter[80/186] Loss: 5.840, Acc: 0.159, Base Lr: 2.81e-04 +2023-08-07 22:42:39 transreid.train INFO: Epoch[14] Iter[100/186] Loss: 5.802, Acc: 0.172, Base Lr: 2.81e-04 +2023-08-07 22:42:40 transreid.train INFO: Epoch[14] Iter[120/186] Loss: 5.734, Acc: 0.196, Base Lr: 2.81e-04 +2023-08-07 22:42:42 transreid.train INFO: Epoch[14] Iter[140/186] Loss: 5.680, Acc: 0.219, Base Lr: 2.81e-04 +2023-08-07 22:42:44 transreid.train INFO: Epoch[14] Iter[160/186] Loss: 5.603, Acc: 0.246, Base Lr: 2.81e-04 +2023-08-07 22:42:46 transreid.train INFO: Epoch[14] Iter[180/186] Loss: 5.496, Acc: 0.285, Base Lr: 2.81e-04 +2023-08-07 22:42:46 transreid.train INFO: Epoch 14 done. Time per epoch: 16.409[s] Speed: 713.7[samples/s] +2023-08-07 22:42:49 transreid.train INFO: Epoch[15] Iter[20/186] Loss: 5.778, Acc: 0.134, Base Lr: 3.01e-04 +2023-08-07 22:42:50 transreid.train INFO: Epoch[15] Iter[40/186] Loss: 5.721, Acc: 0.151, Base Lr: 3.01e-04 +2023-08-07 22:42:52 transreid.train INFO: Epoch[15] Iter[60/186] Loss: 5.686, Acc: 0.153, Base Lr: 3.01e-04 +2023-08-07 22:42:54 transreid.train INFO: Epoch[15] Iter[80/186] Loss: 5.641, Acc: 0.167, Base Lr: 3.01e-04 +2023-08-07 22:42:55 transreid.train INFO: Epoch[15] Iter[100/186] Loss: 5.572, Acc: 0.183, Base Lr: 3.01e-04 +2023-08-07 22:42:57 transreid.train INFO: Epoch[15] Iter[120/186] Loss: 5.526, Acc: 0.199, Base Lr: 3.01e-04 +2023-08-07 22:42:59 transreid.train INFO: Epoch[15] Iter[140/186] Loss: 5.456, Acc: 0.220, Base Lr: 3.01e-04 +2023-08-07 22:43:00 transreid.train INFO: Epoch[15] Iter[160/186] Loss: 5.388, Acc: 0.246, Base Lr: 3.01e-04 +2023-08-07 22:43:02 transreid.train INFO: Epoch[15] Iter[180/186] Loss: 5.274, Acc: 0.285, Base Lr: 3.01e-04 +2023-08-07 22:43:02 transreid.train INFO: Epoch 15 done. Time per epoch: 16.420[s] Speed: 717.2[samples/s] +2023-08-07 22:43:05 transreid.train INFO: Epoch[16] Iter[20/186] Loss: 5.572, Acc: 0.145, Base Lr: 3.21e-04 +2023-08-07 22:43:07 transreid.train INFO: Epoch[16] Iter[40/186] Loss: 5.546, Acc: 0.165, Base Lr: 3.21e-04 +2023-08-07 22:43:08 transreid.train INFO: Epoch[16] Iter[60/186] Loss: 5.478, Acc: 0.173, Base Lr: 3.21e-04 +2023-08-07 22:43:10 transreid.train INFO: Epoch[16] Iter[80/186] Loss: 5.458, Acc: 0.174, Base Lr: 3.21e-04 +2023-08-07 22:43:12 transreid.train INFO: Epoch[16] Iter[100/186] Loss: 5.403, Acc: 0.181, Base Lr: 3.21e-04 +2023-08-07 22:43:13 transreid.train INFO: Epoch[16] Iter[120/186] Loss: 5.328, Acc: 0.206, Base Lr: 3.21e-04 +2023-08-07 22:43:15 transreid.train INFO: Epoch[16] Iter[140/186] Loss: 5.260, Acc: 0.229, Base Lr: 3.21e-04 +2023-08-07 22:43:17 transreid.train INFO: Epoch[16] Iter[160/186] Loss: 5.172, Acc: 0.259, Base Lr: 3.21e-04 +2023-08-07 22:43:18 transreid.train INFO: Epoch[16] Iter[180/186] Loss: 5.042, Acc: 0.298, Base Lr: 3.21e-04 +2023-08-07 22:43:19 transreid.train INFO: Epoch 16 done. Time per epoch: 16.422[s] Speed: 713.2[samples/s] +2023-08-07 22:43:21 transreid.train INFO: Epoch[17] Iter[20/186] Loss: 5.392, Acc: 0.142, Base Lr: 3.41e-04 +2023-08-07 22:43:23 transreid.train INFO: Epoch[17] Iter[40/186] Loss: 5.354, Acc: 0.155, Base Lr: 3.41e-04 +2023-08-07 22:43:25 transreid.train INFO: Epoch[17] Iter[60/186] Loss: 5.337, Acc: 0.159, Base Lr: 3.41e-04 +2023-08-07 22:43:26 transreid.train INFO: Epoch[17] Iter[80/186] Loss: 5.301, Acc: 0.169, Base Lr: 3.41e-04 +2023-08-07 22:43:28 transreid.train INFO: Epoch[17] Iter[100/186] Loss: 5.214, Acc: 0.193, Base Lr: 3.41e-04 +2023-08-07 22:43:30 transreid.train INFO: Epoch[17] Iter[120/186] Loss: 5.149, Acc: 0.212, Base Lr: 3.41e-04 +2023-08-07 22:43:31 transreid.train INFO: Epoch[17] Iter[140/186] Loss: 5.056, Acc: 0.232, Base Lr: 3.41e-04 +2023-08-07 22:43:33 transreid.train INFO: Epoch[17] Iter[160/186] Loss: 4.968, Acc: 0.261, Base Lr: 3.41e-04 +2023-08-07 22:43:35 transreid.train INFO: Epoch[17] Iter[180/186] Loss: 4.801, Acc: 0.310, Base Lr: 3.41e-04 +2023-08-07 22:43:35 transreid.train INFO: Epoch 17 done. Time per epoch: 16.336[s] Speed: 720.8[samples/s] +2023-08-07 22:43:38 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 5.375, Acc: 0.152, Base Lr: 3.60e-04 +2023-08-07 22:43:39 transreid.train INFO: Epoch[18] Iter[40/186] Loss: 5.260, Acc: 0.169, Base Lr: 3.60e-04 +2023-08-07 22:43:41 transreid.train INFO: Epoch[18] Iter[60/186] Loss: 5.198, Acc: 0.182, Base Lr: 3.60e-04 +2023-08-07 22:43:43 transreid.train INFO: Epoch[18] Iter[80/186] Loss: 5.114, Acc: 0.196, Base Lr: 3.60e-04 +2023-08-07 22:43:44 transreid.train INFO: Epoch[18] Iter[100/186] Loss: 5.050, Acc: 0.210, Base Lr: 3.60e-04 +2023-08-07 22:43:46 transreid.train INFO: Epoch[18] Iter[120/186] Loss: 4.982, Acc: 0.229, Base Lr: 3.60e-04 +2023-08-07 22:43:48 transreid.train INFO: Epoch[18] Iter[140/186] Loss: 4.883, Acc: 0.259, Base Lr: 3.60e-04 +2023-08-07 22:43:49 transreid.train INFO: Epoch[18] Iter[160/186] Loss: 4.770, Acc: 0.287, Base Lr: 3.60e-04 +2023-08-07 22:43:51 transreid.train INFO: Epoch[18] Iter[180/186] Loss: 4.607, Acc: 0.331, Base Lr: 3.60e-04 +2023-08-07 22:43:52 transreid.train INFO: Epoch 18 done. Time per epoch: 16.441[s] Speed: 712.3[samples/s] +2023-08-07 22:43:54 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 5.264, Acc: 0.169, Base Lr: 3.80e-04 +2023-08-07 22:43:56 transreid.train INFO: Epoch[19] Iter[40/186] Loss: 5.109, Acc: 0.187, Base Lr: 3.80e-04 +2023-08-07 22:43:57 transreid.train INFO: Epoch[19] Iter[60/186] Loss: 5.028, Acc: 0.199, Base Lr: 3.80e-04 +2023-08-07 22:43:59 transreid.train INFO: Epoch[19] Iter[80/186] Loss: 4.973, Acc: 0.207, Base Lr: 3.80e-04 +2023-08-07 22:44:01 transreid.train INFO: Epoch[19] Iter[100/186] Loss: 4.893, Acc: 0.223, Base Lr: 3.80e-04 +2023-08-07 22:44:02 transreid.train INFO: Epoch[19] Iter[120/186] Loss: 4.798, Acc: 0.243, Base Lr: 3.80e-04 +2023-08-07 22:44:04 transreid.train INFO: Epoch[19] Iter[140/186] Loss: 4.686, Acc: 0.272, Base Lr: 3.80e-04 +2023-08-07 22:44:06 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 4.573, Acc: 0.303, Base Lr: 3.80e-04 +2023-08-07 22:44:07 transreid.train INFO: Epoch[19] Iter[180/186] Loss: 4.401, Acc: 0.346, Base Lr: 3.80e-04 +2023-08-07 22:44:07 transreid.train INFO: Epoch 19 done. Time per epoch: 15.953[s] Speed: 734.1[samples/s] +2023-08-07 22:44:10 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 4.909, Acc: 0.216, Base Lr: 3.73e-04 +2023-08-07 22:44:12 transreid.train INFO: Epoch[20] Iter[40/186] Loss: 4.857, Acc: 0.214, Base Lr: 3.73e-04 +2023-08-07 22:44:13 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 4.803, Acc: 0.222, Base Lr: 3.73e-04 +2023-08-07 22:44:15 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 4.714, Acc: 0.237, Base Lr: 3.73e-04 +2023-08-07 22:44:17 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 4.643, Acc: 0.251, Base Lr: 3.73e-04 +2023-08-07 22:44:18 transreid.train INFO: Epoch[20] Iter[120/186] Loss: 4.554, Acc: 0.272, Base Lr: 3.73e-04 +2023-08-07 22:44:20 transreid.train INFO: Epoch[20] Iter[140/186] Loss: 4.453, Acc: 0.297, Base Lr: 3.73e-04 +2023-08-07 22:44:22 transreid.train INFO: Epoch[20] Iter[160/186] Loss: 4.327, Acc: 0.331, Base Lr: 3.73e-04 +2023-08-07 22:44:23 transreid.train INFO: Epoch[20] Iter[180/186] Loss: 4.152, Acc: 0.376, Base Lr: 3.73e-04 +2023-08-07 22:44:24 transreid.train INFO: Epoch 20 done. 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Time per epoch: 16.197[s] Speed: 727.1[samples/s] +2023-08-07 22:45:15 transreid.train INFO: Epoch[24] Iter[20/186] Loss: 4.427, Acc: 0.260, Base Lr: 3.62e-04 +2023-08-07 22:45:17 transreid.train INFO: Epoch[24] Iter[40/186] Loss: 4.299, Acc: 0.265, Base Lr: 3.62e-04 +2023-08-07 22:45:19 transreid.train INFO: Epoch[24] Iter[60/186] Loss: 4.196, Acc: 0.289, Base Lr: 3.62e-04 +2023-08-07 22:45:20 transreid.train INFO: Epoch[24] Iter[80/186] Loss: 4.116, Acc: 0.310, Base Lr: 3.62e-04 +2023-08-07 22:45:22 transreid.train INFO: Epoch[24] Iter[100/186] Loss: 4.000, Acc: 0.342, Base Lr: 3.62e-04 +2023-08-07 22:45:24 transreid.train INFO: Epoch[24] Iter[120/186] Loss: 3.868, Acc: 0.372, Base Lr: 3.62e-04 +2023-08-07 22:45:25 transreid.train INFO: Epoch[24] Iter[140/186] Loss: 3.736, Acc: 0.409, Base Lr: 3.62e-04 +2023-08-07 22:45:27 transreid.train INFO: Epoch[24] Iter[160/186] Loss: 3.594, Acc: 0.450, Base Lr: 3.62e-04 +2023-08-07 22:45:29 transreid.train INFO: Epoch[24] Iter[180/186] Loss: 3.422, Acc: 0.493, Base Lr: 3.62e-04 +2023-08-07 22:45:29 transreid.train INFO: Epoch 24 done. Time per epoch: 16.696[s] Speed: 701.5[samples/s] +2023-08-07 22:45:32 transreid.train INFO: Epoch[25] Iter[20/186] Loss: 4.280, Acc: 0.273, Base Lr: 3.59e-04 +2023-08-07 22:45:33 transreid.train INFO: Epoch[25] Iter[40/186] Loss: 4.126, Acc: 0.293, Base Lr: 3.59e-04 +2023-08-07 22:45:35 transreid.train INFO: Epoch[25] Iter[60/186] Loss: 4.044, Acc: 0.318, Base Lr: 3.59e-04 +2023-08-07 22:45:37 transreid.train INFO: Epoch[25] Iter[80/186] Loss: 3.934, Acc: 0.345, Base Lr: 3.59e-04 +2023-08-07 22:45:38 transreid.train INFO: Epoch[25] Iter[100/186] Loss: 3.849, Acc: 0.362, Base Lr: 3.59e-04 +2023-08-07 22:45:40 transreid.train INFO: Epoch[25] Iter[120/186] Loss: 3.733, Acc: 0.389, Base Lr: 3.59e-04 +2023-08-07 22:45:42 transreid.train INFO: Epoch[25] Iter[140/186] Loss: 3.591, Acc: 0.430, Base Lr: 3.59e-04 +2023-08-07 22:45:43 transreid.train INFO: Epoch[25] Iter[160/186] Loss: 3.427, Acc: 0.473, Base Lr: 3.59e-04 +2023-08-07 22:45:45 transreid.train INFO: Epoch[25] Iter[180/186] Loss: 3.245, Acc: 0.514, Base Lr: 3.59e-04 +2023-08-07 22:45:46 transreid.train INFO: Epoch 25 done. Time per epoch: 16.628[s] Speed: 708.2[samples/s] +2023-08-07 22:45:48 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 4.025, Acc: 0.325, Base Lr: 3.56e-04 +2023-08-07 22:45:50 transreid.train INFO: Epoch[26] Iter[40/186] Loss: 3.955, Acc: 0.342, Base Lr: 3.56e-04 +2023-08-07 22:45:52 transreid.train INFO: Epoch[26] Iter[60/186] Loss: 3.811, Acc: 0.373, Base Lr: 3.56e-04 +2023-08-07 22:45:53 transreid.train INFO: Epoch[26] Iter[80/186] Loss: 3.750, Acc: 0.382, Base Lr: 3.56e-04 +2023-08-07 22:45:55 transreid.train INFO: Epoch[26] Iter[100/186] Loss: 3.614, Acc: 0.414, Base Lr: 3.56e-04 +2023-08-07 22:45:57 transreid.train INFO: Epoch[26] Iter[120/186] Loss: 3.500, Acc: 0.437, Base Lr: 3.56e-04 +2023-08-07 22:45:58 transreid.train INFO: Epoch[26] Iter[140/186] Loss: 3.379, Acc: 0.465, Base Lr: 3.56e-04 +2023-08-07 22:46:00 transreid.train INFO: Epoch[26] Iter[160/186] Loss: 3.245, Acc: 0.502, Base Lr: 3.56e-04 +2023-08-07 22:46:01 transreid.train INFO: Epoch[26] Iter[180/186] Loss: 3.071, Acc: 0.540, Base Lr: 3.56e-04 +2023-08-07 22:46:02 transreid.train INFO: Epoch 26 done. Time per epoch: 16.082[s] Speed: 728.3[samples/s] +2023-08-07 22:46:04 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 4.008, Acc: 0.330, Base Lr: 3.52e-04 +2023-08-07 22:46:06 transreid.train INFO: Epoch[27] Iter[40/186] Loss: 3.845, Acc: 0.349, Base Lr: 3.52e-04 +2023-08-07 22:46:08 transreid.train INFO: Epoch[27] Iter[60/186] Loss: 3.711, Acc: 0.375, Base Lr: 3.52e-04 +2023-08-07 22:46:09 transreid.train INFO: Epoch[27] Iter[80/186] Loss: 3.553, Acc: 0.413, Base Lr: 3.52e-04 +2023-08-07 22:46:11 transreid.train INFO: Epoch[27] Iter[100/186] Loss: 3.464, Acc: 0.431, Base Lr: 3.52e-04 +2023-08-07 22:46:13 transreid.train INFO: Epoch[27] Iter[120/186] Loss: 3.342, Acc: 0.462, Base Lr: 3.52e-04 +2023-08-07 22:46:14 transreid.train INFO: Epoch[27] Iter[140/186] Loss: 3.233, Acc: 0.487, Base Lr: 3.52e-04 +2023-08-07 22:46:16 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 3.099, Acc: 0.521, Base Lr: 3.52e-04 +2023-08-07 22:46:18 transreid.train INFO: Epoch[27] Iter[180/186] Loss: 2.931, Acc: 0.561, Base Lr: 3.52e-04 +2023-08-07 22:46:18 transreid.train INFO: Epoch 27 done. Time per epoch: 16.093[s] Speed: 727.8[samples/s] +2023-08-07 22:46:20 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 3.613, Acc: 0.378, Base Lr: 3.49e-04 +2023-08-07 22:46:22 transreid.train INFO: Epoch[28] Iter[40/186] Loss: 3.667, Acc: 0.377, Base Lr: 3.49e-04 +2023-08-07 22:46:24 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 3.550, Acc: 0.395, Base Lr: 3.49e-04 +2023-08-07 22:46:26 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 3.458, Acc: 0.413, Base Lr: 3.49e-04 +2023-08-07 22:46:28 transreid.train INFO: Epoch[28] Iter[100/186] Loss: 3.351, Acc: 0.440, Base Lr: 3.49e-04 +2023-08-07 22:46:29 transreid.train INFO: Epoch[28] Iter[120/186] Loss: 3.230, Acc: 0.468, Base Lr: 3.49e-04 +2023-08-07 22:46:31 transreid.train INFO: Epoch[28] Iter[140/186] Loss: 3.102, Acc: 0.501, Base Lr: 3.49e-04 +2023-08-07 22:46:33 transreid.train INFO: Epoch[28] Iter[160/186] Loss: 2.964, Acc: 0.537, Base Lr: 3.49e-04 +2023-08-07 22:46:34 transreid.train INFO: Epoch[28] Iter[180/186] Loss: 2.804, Acc: 0.576, Base Lr: 3.49e-04 +2023-08-07 22:46:35 transreid.train INFO: Epoch 28 done. Time per epoch: 16.762[s] Speed: 694.9[samples/s] +2023-08-07 22:46:37 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 3.607, Acc: 0.384, Base Lr: 3.45e-04 +2023-08-07 22:46:39 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 3.487, Acc: 0.427, Base Lr: 3.45e-04 +2023-08-07 22:46:40 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 3.371, Acc: 0.453, Base Lr: 3.45e-04 +2023-08-07 22:46:42 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 3.277, Acc: 0.473, Base Lr: 3.45e-04 +2023-08-07 22:46:44 transreid.train INFO: Epoch[29] Iter[100/186] Loss: 3.163, Acc: 0.490, Base Lr: 3.45e-04 +2023-08-07 22:46:46 transreid.train INFO: Epoch[29] Iter[120/186] Loss: 3.070, Acc: 0.510, Base Lr: 3.45e-04 +2023-08-07 22:46:47 transreid.train INFO: Epoch[29] Iter[140/186] Loss: 2.958, Acc: 0.536, Base Lr: 3.45e-04 +2023-08-07 22:46:49 transreid.train INFO: Epoch[29] Iter[160/186] Loss: 2.818, Acc: 0.570, Base Lr: 3.45e-04 +2023-08-07 22:46:50 transreid.train INFO: Epoch[29] Iter[180/186] Loss: 2.664, Acc: 0.604, Base Lr: 3.45e-04 +2023-08-07 22:46:51 transreid.train INFO: Epoch 29 done. Time per epoch: 15.944[s] Speed: 730.5[samples/s] +2023-08-07 22:46:53 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 3.551, Acc: 0.417, Base Lr: 3.42e-04 +2023-08-07 22:46:55 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 3.393, Acc: 0.431, Base Lr: 3.42e-04 +2023-08-07 22:46:56 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 3.308, Acc: 0.447, Base Lr: 3.42e-04 +2023-08-07 22:46:58 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 3.196, Acc: 0.473, Base Lr: 3.42e-04 +2023-08-07 22:46:59 transreid.train INFO: Epoch[30] Iter[100/186] Loss: 3.103, Acc: 0.494, Base Lr: 3.42e-04 +2023-08-07 22:47:01 transreid.train INFO: Epoch[30] Iter[120/186] Loss: 3.008, Acc: 0.513, Base Lr: 3.42e-04 +2023-08-07 22:47:03 transreid.train INFO: Epoch[30] Iter[140/186] Loss: 2.876, Acc: 0.546, Base Lr: 3.42e-04 +2023-08-07 22:47:04 transreid.train INFO: Epoch[30] Iter[160/186] Loss: 2.723, Acc: 0.583, Base Lr: 3.42e-04 +2023-08-07 22:47:06 transreid.train INFO: Epoch[30] Iter[180/186] Loss: 2.552, Acc: 0.621, Base Lr: 3.42e-04 +2023-08-07 22:47:06 transreid.train INFO: Epoch 30 done. Time per epoch: 15.530[s] Speed: 758.3[samples/s] +2023-08-07 22:47:09 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 3.438, Acc: 0.423, Base Lr: 3.38e-04 +2023-08-07 22:47:10 transreid.train INFO: Epoch[31] Iter[40/186] Loss: 3.312, Acc: 0.439, Base Lr: 3.38e-04 +2023-08-07 22:47:12 transreid.train INFO: Epoch[31] Iter[60/186] Loss: 3.247, Acc: 0.452, Base Lr: 3.38e-04 +2023-08-07 22:47:13 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 3.145, Acc: 0.478, Base Lr: 3.38e-04 +2023-08-07 22:47:15 transreid.train INFO: Epoch[31] Iter[100/186] Loss: 3.022, Acc: 0.503, Base Lr: 3.38e-04 +2023-08-07 22:47:17 transreid.train INFO: Epoch[31] Iter[120/186] Loss: 2.881, Acc: 0.538, Base Lr: 3.38e-04 +2023-08-07 22:47:18 transreid.train INFO: Epoch[31] Iter[140/186] Loss: 2.742, Acc: 0.571, Base Lr: 3.38e-04 +2023-08-07 22:47:20 transreid.train INFO: Epoch[31] Iter[160/186] Loss: 2.612, Acc: 0.606, Base Lr: 3.38e-04 +2023-08-07 22:47:22 transreid.train INFO: Epoch[31] Iter[180/186] Loss: 2.466, Acc: 0.640, Base Lr: 3.38e-04 +2023-08-07 22:47:22 transreid.train INFO: Epoch 31 done. Time per epoch: 15.891[s] Speed: 737.0[samples/s] +2023-08-07 22:47:25 transreid.train INFO: Epoch[32] Iter[20/186] Loss: 3.428, Acc: 0.416, Base Lr: 3.34e-04 +2023-08-07 22:47:26 transreid.train INFO: Epoch[32] Iter[40/186] Loss: 3.257, Acc: 0.463, Base Lr: 3.34e-04 +2023-08-07 22:47:28 transreid.train INFO: Epoch[32] Iter[60/186] Loss: 3.165, Acc: 0.483, Base Lr: 3.34e-04 +2023-08-07 22:47:29 transreid.train INFO: Epoch[32] Iter[80/186] Loss: 3.026, Acc: 0.504, Base Lr: 3.34e-04 +2023-08-07 22:47:31 transreid.train INFO: Epoch[32] Iter[100/186] Loss: 2.901, Acc: 0.530, Base Lr: 3.34e-04 +2023-08-07 22:47:33 transreid.train INFO: Epoch[32] Iter[120/186] Loss: 2.765, Acc: 0.563, Base Lr: 3.34e-04 +2023-08-07 22:47:34 transreid.train INFO: Epoch[32] Iter[140/186] Loss: 2.628, Acc: 0.593, Base Lr: 3.34e-04 +2023-08-07 22:47:36 transreid.train INFO: Epoch[32] Iter[160/186] Loss: 2.497, Acc: 0.624, Base Lr: 3.34e-04 +2023-08-07 22:47:38 transreid.train INFO: Epoch[32] Iter[180/186] Loss: 2.368, Acc: 0.653, Base Lr: 3.34e-04 +2023-08-07 22:47:38 transreid.train INFO: Epoch 32 done. Time per epoch: 16.050[s] Speed: 733.7[samples/s] +2023-08-07 22:47:40 transreid.train INFO: Epoch[33] Iter[20/186] Loss: 3.090, Acc: 0.498, Base Lr: 3.30e-04 +2023-08-07 22:47:42 transreid.train INFO: Epoch[33] Iter[40/186] Loss: 3.121, Acc: 0.485, Base Lr: 3.30e-04 +2023-08-07 22:47:44 transreid.train INFO: Epoch[33] Iter[60/186] Loss: 3.024, Acc: 0.511, Base Lr: 3.30e-04 +2023-08-07 22:47:46 transreid.train INFO: Epoch[33] Iter[80/186] Loss: 2.920, Acc: 0.527, Base Lr: 3.30e-04 +2023-08-07 22:47:47 transreid.train INFO: Epoch[33] Iter[100/186] Loss: 2.803, Acc: 0.554, Base Lr: 3.30e-04 +2023-08-07 22:47:49 transreid.train INFO: Epoch[33] Iter[120/186] Loss: 2.696, Acc: 0.578, Base Lr: 3.30e-04 +2023-08-07 22:47:51 transreid.train INFO: Epoch[33] Iter[140/186] Loss: 2.558, Acc: 0.608, Base Lr: 3.30e-04 +2023-08-07 22:47:52 transreid.train INFO: Epoch[33] Iter[160/186] Loss: 2.408, Acc: 0.640, Base Lr: 3.30e-04 +2023-08-07 22:47:54 transreid.train INFO: Epoch[33] Iter[180/186] Loss: 2.255, Acc: 0.673, Base Lr: 3.30e-04 +2023-08-07 22:47:54 transreid.train INFO: Epoch 33 done. Time per epoch: 16.123[s] Speed: 730.4[samples/s] +2023-08-07 22:47:57 transreid.train INFO: Epoch[34] Iter[20/186] Loss: 3.149, Acc: 0.444, Base Lr: 3.26e-04 +2023-08-07 22:47:58 transreid.train INFO: Epoch[34] Iter[40/186] Loss: 2.973, Acc: 0.483, Base Lr: 3.26e-04 +2023-08-07 22:48:00 transreid.train INFO: Epoch[34] Iter[60/186] Loss: 2.884, Acc: 0.506, Base Lr: 3.26e-04 +2023-08-07 22:48:02 transreid.train INFO: Epoch[34] Iter[80/186] Loss: 2.832, Acc: 0.521, Base Lr: 3.26e-04 +2023-08-07 22:48:03 transreid.train INFO: Epoch[34] Iter[100/186] Loss: 2.730, Acc: 0.550, Base Lr: 3.26e-04 +2023-08-07 22:48:05 transreid.train INFO: Epoch[34] Iter[120/186] Loss: 2.597, Acc: 0.589, Base Lr: 3.26e-04 +2023-08-07 22:48:07 transreid.train INFO: Epoch[34] Iter[140/186] Loss: 2.455, Acc: 0.623, Base Lr: 3.26e-04 +2023-08-07 22:48:08 transreid.train INFO: Epoch[34] Iter[160/186] Loss: 2.305, Acc: 0.656, Base Lr: 3.26e-04 +2023-08-07 22:48:10 transreid.train INFO: Epoch[34] Iter[180/186] Loss: 2.155, Acc: 0.687, Base Lr: 3.26e-04 +2023-08-07 22:48:10 transreid.train INFO: Epoch 34 done. 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Time per epoch: 16.275[s] Speed: 719.6[samples/s] +2023-08-07 22:48:45 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 2.950, Acc: 0.480, Base Lr: 3.13e-04 +2023-08-07 22:48:47 transreid.train INFO: Epoch[37] Iter[40/186] Loss: 2.867, Acc: 0.518, Base Lr: 3.13e-04 +2023-08-07 22:48:48 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 2.740, Acc: 0.540, Base Lr: 3.13e-04 +2023-08-07 22:48:50 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 2.580, Acc: 0.578, Base Lr: 3.13e-04 +2023-08-07 22:48:52 transreid.train INFO: Epoch[37] Iter[100/186] Loss: 2.455, Acc: 0.606, Base Lr: 3.13e-04 +2023-08-07 22:48:53 transreid.train INFO: Epoch[37] Iter[120/186] Loss: 2.341, Acc: 0.636, Base Lr: 3.13e-04 +2023-08-07 22:48:55 transreid.train INFO: Epoch[37] Iter[140/186] Loss: 2.214, Acc: 0.666, Base Lr: 3.13e-04 +2023-08-07 22:48:57 transreid.train INFO: Epoch[37] Iter[160/186] Loss: 2.073, Acc: 0.698, Base Lr: 3.13e-04 +2023-08-07 22:48:58 transreid.train INFO: Epoch[37] Iter[180/186] Loss: 1.934, Acc: 0.727, Base Lr: 3.13e-04 +2023-08-07 22:48:59 transreid.train INFO: Epoch 37 done. Time per epoch: 16.240[s] Speed: 725.1[samples/s] +2023-08-07 22:49:01 transreid.train INFO: Epoch[38] Iter[20/186] Loss: 2.820, Acc: 0.554, Base Lr: 3.09e-04 +2023-08-07 22:49:03 transreid.train INFO: Epoch[38] Iter[40/186] Loss: 2.670, Acc: 0.571, Base Lr: 3.09e-04 +2023-08-07 22:49:04 transreid.train INFO: Epoch[38] Iter[60/186] Loss: 2.542, Acc: 0.592, Base Lr: 3.09e-04 +2023-08-07 22:49:06 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 2.448, Acc: 0.606, Base Lr: 3.09e-04 +2023-08-07 22:49:08 transreid.train INFO: Epoch[38] Iter[100/186] Loss: 2.342, Acc: 0.634, Base Lr: 3.09e-04 +2023-08-07 22:49:09 transreid.train INFO: Epoch[38] Iter[120/186] Loss: 2.226, Acc: 0.661, Base Lr: 3.09e-04 +2023-08-07 22:49:11 transreid.train INFO: Epoch[38] Iter[140/186] Loss: 2.090, Acc: 0.691, Base Lr: 3.09e-04 +2023-08-07 22:49:13 transreid.train INFO: Epoch[38] Iter[160/186] Loss: 1.978, Acc: 0.716, Base Lr: 3.09e-04 +2023-08-07 22:49:14 transreid.train INFO: Epoch[38] Iter[180/186] Loss: 1.848, Acc: 0.741, Base Lr: 3.09e-04 +2023-08-07 22:49:15 transreid.train INFO: Epoch 38 done. Time per epoch: 16.085[s] Speed: 732.1[samples/s] +2023-08-07 22:49:17 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 2.748, Acc: 0.547, Base Lr: 3.05e-04 +2023-08-07 22:49:19 transreid.train INFO: Epoch[39] Iter[40/186] Loss: 2.640, Acc: 0.554, Base Lr: 3.05e-04 +2023-08-07 22:49:20 transreid.train INFO: Epoch[39] Iter[60/186] Loss: 2.461, Acc: 0.592, Base Lr: 3.05e-04 +2023-08-07 22:49:22 transreid.train INFO: Epoch[39] Iter[80/186] Loss: 2.379, Acc: 0.615, Base Lr: 3.05e-04 +2023-08-07 22:49:24 transreid.train INFO: Epoch[39] Iter[100/186] Loss: 2.269, Acc: 0.640, Base Lr: 3.05e-04 +2023-08-07 22:49:26 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 2.158, Acc: 0.670, Base Lr: 3.05e-04 +2023-08-07 22:49:27 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 2.028, Acc: 0.699, Base Lr: 3.05e-04 +2023-08-07 22:49:29 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 1.912, Acc: 0.725, Base Lr: 3.05e-04 +2023-08-07 22:49:31 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 1.791, Acc: 0.751, Base Lr: 3.05e-04 +2023-08-07 22:49:31 transreid.train INFO: Epoch 39 done. Time per epoch: 16.238[s] Speed: 721.3[samples/s] +2023-08-07 22:49:34 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 2.528, Acc: 0.558, Base Lr: 3.00e-04 +2023-08-07 22:49:35 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 2.483, Acc: 0.577, Base Lr: 3.00e-04 +2023-08-07 22:49:37 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 2.375, Acc: 0.605, Base Lr: 3.00e-04 +2023-08-07 22:49:39 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 2.282, Acc: 0.632, Base Lr: 3.00e-04 +2023-08-07 22:49:40 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 2.174, Acc: 0.662, Base Lr: 3.00e-04 +2023-08-07 22:49:42 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 2.056, Acc: 0.691, Base Lr: 3.00e-04 +2023-08-07 22:49:44 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 1.969, Acc: 0.711, Base Lr: 3.00e-04 +2023-08-07 22:49:45 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 1.859, Acc: 0.734, Base Lr: 3.00e-04 +2023-08-07 22:49:47 transreid.train INFO: Epoch[40] Iter[180/186] Loss: 1.739, Acc: 0.758, Base Lr: 3.00e-04 +2023-08-07 22:49:47 transreid.train INFO: Epoch 40 done. Time per epoch: 16.294[s] Speed: 722.7[samples/s] +2023-08-07 22:49:50 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 2.413, Acc: 0.600, Base Lr: 2.96e-04 +2023-08-07 22:49:51 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 2.317, Acc: 0.629, Base Lr: 2.96e-04 +2023-08-07 22:49:53 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 2.271, Acc: 0.640, Base Lr: 2.96e-04 +2023-08-07 22:49:55 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 2.182, Acc: 0.662, Base Lr: 2.96e-04 +2023-08-07 22:49:56 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 2.108, Acc: 0.680, Base Lr: 2.96e-04 +2023-08-07 22:49:58 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 2.002, Acc: 0.702, Base Lr: 2.96e-04 +2023-08-07 22:49:59 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 1.900, Acc: 0.721, Base Lr: 2.96e-04 +2023-08-07 22:50:01 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 1.783, Acc: 0.746, Base Lr: 2.96e-04 +2023-08-07 22:50:03 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 1.670, Acc: 0.770, Base Lr: 2.96e-04 +2023-08-07 22:50:03 transreid.train INFO: Epoch 41 done. Time per epoch: 15.832[s] Speed: 743.8[samples/s] +2023-08-07 22:50:06 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 2.680, Acc: 0.534, Base Lr: 2.91e-04 +2023-08-07 22:50:07 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 2.539, Acc: 0.568, Base Lr: 2.91e-04 +2023-08-07 22:50:09 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 2.346, Acc: 0.614, Base Lr: 2.91e-04 +2023-08-07 22:50:11 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 2.187, Acc: 0.651, Base Lr: 2.91e-04 +2023-08-07 22:50:12 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 2.060, Acc: 0.683, Base Lr: 2.91e-04 +2023-08-07 22:50:14 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 1.939, Acc: 0.708, Base Lr: 2.91e-04 +2023-08-07 22:50:15 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 1.841, Acc: 0.731, Base Lr: 2.91e-04 +2023-08-07 22:50:17 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 1.742, Acc: 0.751, Base Lr: 2.91e-04 +2023-08-07 22:50:19 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 1.619, Acc: 0.775, Base Lr: 2.91e-04 +2023-08-07 22:50:19 transreid.train INFO: Epoch 42 done. Time per epoch: 15.936[s] Speed: 739.0[samples/s] +2023-08-07 22:50:22 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 2.359, Acc: 0.601, Base Lr: 2.86e-04 +2023-08-07 22:50:23 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 2.350, Acc: 0.602, Base Lr: 2.86e-04 +2023-08-07 22:50:25 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 2.255, Acc: 0.631, Base Lr: 2.86e-04 +2023-08-07 22:50:27 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 2.157, Acc: 0.653, Base Lr: 2.86e-04 +2023-08-07 22:50:28 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 2.028, Acc: 0.681, Base Lr: 2.86e-04 +2023-08-07 22:50:30 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 1.918, Acc: 0.706, Base Lr: 2.86e-04 +2023-08-07 22:50:32 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 1.792, Acc: 0.735, Base Lr: 2.86e-04 +2023-08-07 22:50:33 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 1.669, Acc: 0.761, Base Lr: 2.86e-04 +2023-08-07 22:50:35 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 1.553, Acc: 0.784, Base Lr: 2.86e-04 +2023-08-07 22:50:35 transreid.train INFO: Epoch 43 done. Time per epoch: 16.126[s] Speed: 726.3[samples/s] +2023-08-07 22:50:38 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 2.313, Acc: 0.622, Base Lr: 2.82e-04 +2023-08-07 22:50:39 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 2.205, Acc: 0.644, Base Lr: 2.82e-04 +2023-08-07 22:50:41 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 2.130, Acc: 0.659, Base Lr: 2.82e-04 +2023-08-07 22:50:43 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 2.040, Acc: 0.675, Base Lr: 2.82e-04 +2023-08-07 22:50:44 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 1.935, Acc: 0.700, Base Lr: 2.82e-04 +2023-08-07 22:50:46 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 1.832, Acc: 0.725, Base Lr: 2.82e-04 +2023-08-07 22:50:48 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 1.732, Acc: 0.748, Base Lr: 2.82e-04 +2023-08-07 22:50:50 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 1.611, Acc: 0.772, Base Lr: 2.82e-04 +2023-08-07 22:50:51 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 1.504, Acc: 0.793, Base Lr: 2.82e-04 +2023-08-07 22:50:52 transreid.train INFO: Epoch 44 done. Time per epoch: 16.359[s] Speed: 719.9[samples/s] +2023-08-07 22:50:54 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 2.118, Acc: 0.655, Base Lr: 2.77e-04 +2023-08-07 22:50:56 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 2.113, Acc: 0.656, Base Lr: 2.77e-04 +2023-08-07 22:50:58 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 2.056, Acc: 0.665, Base Lr: 2.77e-04 +2023-08-07 22:50:59 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 1.995, Acc: 0.678, Base Lr: 2.77e-04 +2023-08-07 22:51:01 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 1.872, Acc: 0.711, Base Lr: 2.77e-04 +2023-08-07 22:51:03 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 1.761, Acc: 0.738, Base Lr: 2.77e-04 +2023-08-07 22:51:04 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 1.667, Acc: 0.758, Base Lr: 2.77e-04 +2023-08-07 22:51:06 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 1.553, Acc: 0.782, Base Lr: 2.77e-04 +2023-08-07 22:51:08 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 1.454, Acc: 0.802, Base Lr: 2.77e-04 +2023-08-07 22:51:08 transreid.train INFO: Epoch 45 done. 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Time per epoch: 16.137[s] Speed: 725.8[samples/s] +2023-08-07 22:52:31 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 2.057, Acc: 0.658, Base Lr: 2.47e-04 +2023-08-07 22:52:33 transreid.train INFO: Epoch[51] Iter[40/186] Loss: 1.951, Acc: 0.680, Base Lr: 2.47e-04 +2023-08-07 22:52:35 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 1.814, Acc: 0.704, Base Lr: 2.47e-04 +2023-08-07 22:52:36 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 1.693, Acc: 0.732, Base Lr: 2.47e-04 +2023-08-07 22:52:38 transreid.train INFO: Epoch[51] Iter[100/186] Loss: 1.598, Acc: 0.754, Base Lr: 2.47e-04 +2023-08-07 22:52:40 transreid.train INFO: Epoch[51] Iter[120/186] Loss: 1.497, Acc: 0.778, Base Lr: 2.47e-04 +2023-08-07 22:52:41 transreid.train INFO: Epoch[51] Iter[140/186] Loss: 1.403, Acc: 0.797, Base Lr: 2.47e-04 +2023-08-07 22:52:43 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 1.308, Acc: 0.816, Base Lr: 2.47e-04 +2023-08-07 22:52:45 transreid.train INFO: Epoch[51] Iter[180/186] Loss: 1.213, Acc: 0.835, Base Lr: 2.47e-04 +2023-08-07 22:52:45 transreid.train INFO: Epoch 51 done. Time per epoch: 15.911[s] Speed: 736.1[samples/s] +2023-08-07 22:52:47 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 2.061, Acc: 0.645, Base Lr: 2.42e-04 +2023-08-07 22:52:49 transreid.train INFO: Epoch[52] Iter[40/186] Loss: 1.916, Acc: 0.679, Base Lr: 2.42e-04 +2023-08-07 22:52:51 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 1.778, Acc: 0.710, Base Lr: 2.42e-04 +2023-08-07 22:52:52 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 1.660, Acc: 0.739, Base Lr: 2.42e-04 +2023-08-07 22:52:54 transreid.train INFO: Epoch[52] Iter[100/186] Loss: 1.554, Acc: 0.765, Base Lr: 2.42e-04 +2023-08-07 22:52:56 transreid.train INFO: Epoch[52] Iter[120/186] Loss: 1.448, Acc: 0.789, Base Lr: 2.42e-04 +2023-08-07 22:52:58 transreid.train INFO: Epoch[52] Iter[140/186] Loss: 1.354, Acc: 0.810, Base Lr: 2.42e-04 +2023-08-07 22:52:59 transreid.train INFO: Epoch[52] Iter[160/186] Loss: 1.273, Acc: 0.828, Base Lr: 2.42e-04 +2023-08-07 22:53:01 transreid.train INFO: Epoch[52] Iter[180/186] Loss: 1.185, Acc: 0.845, Base Lr: 2.42e-04 +2023-08-07 22:53:01 transreid.train INFO: Epoch 52 done. Time per epoch: 16.550[s] Speed: 707.7[samples/s] +2023-08-07 22:53:04 transreid.train INFO: Epoch[53] Iter[20/186] Loss: 1.784, Acc: 0.685, Base Lr: 2.37e-04 +2023-08-07 22:53:06 transreid.train INFO: Epoch[53] Iter[40/186] Loss: 1.769, Acc: 0.696, Base Lr: 2.37e-04 +2023-08-07 22:53:07 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 1.667, Acc: 0.721, Base Lr: 2.37e-04 +2023-08-07 22:53:09 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 1.606, Acc: 0.740, Base Lr: 2.37e-04 +2023-08-07 22:53:10 transreid.train INFO: Epoch[53] Iter[100/186] Loss: 1.515, Acc: 0.764, Base Lr: 2.37e-04 +2023-08-07 22:53:12 transreid.train INFO: Epoch[53] Iter[120/186] Loss: 1.440, Acc: 0.783, Base Lr: 2.37e-04 +2023-08-07 22:53:14 transreid.train INFO: Epoch[53] Iter[140/186] Loss: 1.348, Acc: 0.806, Base Lr: 2.37e-04 +2023-08-07 22:53:15 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 1.257, Acc: 0.826, Base Lr: 2.37e-04 +2023-08-07 22:53:17 transreid.train INFO: Epoch[53] Iter[180/186] Loss: 1.169, Acc: 0.844, Base Lr: 2.37e-04 +2023-08-07 22:53:17 transreid.train INFO: Epoch 53 done. Time per epoch: 15.850[s] Speed: 738.9[samples/s] +2023-08-07 22:53:20 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 1.910, Acc: 0.673, Base Lr: 2.32e-04 +2023-08-07 22:53:22 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 1.749, Acc: 0.711, Base Lr: 2.32e-04 +2023-08-07 22:53:23 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 1.642, Acc: 0.737, Base Lr: 2.32e-04 +2023-08-07 22:53:25 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 1.568, Acc: 0.753, Base Lr: 2.32e-04 +2023-08-07 22:53:26 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 1.500, Acc: 0.772, Base Lr: 2.32e-04 +2023-08-07 22:53:28 transreid.train INFO: Epoch[54] Iter[120/186] Loss: 1.406, Acc: 0.794, Base Lr: 2.32e-04 +2023-08-07 22:53:30 transreid.train INFO: Epoch[54] Iter[140/186] Loss: 1.308, Acc: 0.815, Base Lr: 2.32e-04 +2023-08-07 22:53:31 transreid.train INFO: Epoch[54] Iter[160/186] Loss: 1.224, Acc: 0.833, Base Lr: 2.32e-04 +2023-08-07 22:53:33 transreid.train INFO: Epoch[54] Iter[180/186] Loss: 1.135, Acc: 0.849, Base Lr: 2.32e-04 +2023-08-07 22:53:34 transreid.train INFO: Epoch 54 done. 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Time per epoch: 16.222[s] Speed: 722.0[samples/s] +2023-08-07 22:53:52 transreid.train INFO: Epoch[56] Iter[20/186] Loss: 1.727, Acc: 0.720, Base Lr: 2.21e-04 +2023-08-07 22:53:54 transreid.train INFO: Epoch[56] Iter[40/186] Loss: 1.718, Acc: 0.728, Base Lr: 2.21e-04 +2023-08-07 22:53:56 transreid.train INFO: Epoch[56] Iter[60/186] Loss: 1.620, Acc: 0.749, Base Lr: 2.21e-04 +2023-08-07 22:53:58 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 1.499, Acc: 0.779, Base Lr: 2.21e-04 +2023-08-07 22:53:59 transreid.train INFO: Epoch[56] Iter[100/186] Loss: 1.445, Acc: 0.795, Base Lr: 2.21e-04 +2023-08-07 22:54:01 transreid.train INFO: Epoch[56] Iter[120/186] Loss: 1.360, Acc: 0.812, Base Lr: 2.21e-04 +2023-08-07 22:54:02 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 1.267, Acc: 0.828, Base Lr: 2.21e-04 +2023-08-07 22:54:04 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 1.183, Acc: 0.845, Base Lr: 2.21e-04 +2023-08-07 22:54:06 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 1.098, Acc: 0.861, Base Lr: 2.21e-04 +2023-08-07 22:54:06 transreid.train INFO: Epoch 56 done. Time per epoch: 16.298[s] Speed: 722.5[samples/s] +2023-08-07 22:54:09 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 1.700, Acc: 0.743, Base Lr: 2.16e-04 +2023-08-07 22:54:10 transreid.train INFO: Epoch[57] Iter[40/186] Loss: 1.642, Acc: 0.741, Base Lr: 2.16e-04 +2023-08-07 22:54:12 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 1.583, Acc: 0.753, Base Lr: 2.16e-04 +2023-08-07 22:54:14 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 1.483, Acc: 0.774, Base Lr: 2.16e-04 +2023-08-07 22:54:15 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 1.387, Acc: 0.795, Base Lr: 2.16e-04 +2023-08-07 22:54:17 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 1.307, Acc: 0.814, Base Lr: 2.16e-04 +2023-08-07 22:54:19 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 1.223, Acc: 0.830, Base Lr: 2.16e-04 +2023-08-07 22:54:20 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 1.145, Acc: 0.847, Base Lr: 2.16e-04 +2023-08-07 22:54:22 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 1.062, Acc: 0.863, Base Lr: 2.16e-04 +2023-08-07 22:54:22 transreid.train INFO: Epoch 57 done. 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Time per epoch: 16.191[s] Speed: 723.4[samples/s] +2023-08-07 22:56:18 transreid.train INFO: Epoch[65] Iter[20/186] Loss: 1.680, Acc: 0.721, Base Lr: 1.74e-04 +2023-08-07 22:56:20 transreid.train INFO: Epoch[65] Iter[40/186] Loss: 1.532, Acc: 0.755, Base Lr: 1.74e-04 +2023-08-07 22:56:21 transreid.train INFO: Epoch[65] Iter[60/186] Loss: 1.386, Acc: 0.791, Base Lr: 1.74e-04 +2023-08-07 22:56:23 transreid.train INFO: Epoch[65] Iter[80/186] Loss: 1.312, Acc: 0.805, Base Lr: 1.74e-04 +2023-08-07 22:56:24 transreid.train INFO: Epoch[65] Iter[100/186] Loss: 1.217, Acc: 0.826, Base Lr: 1.74e-04 +2023-08-07 22:56:26 transreid.train INFO: Epoch[65] Iter[120/186] Loss: 1.124, Acc: 0.846, Base Lr: 1.74e-04 +2023-08-07 22:56:28 transreid.train INFO: Epoch[65] Iter[140/186] Loss: 1.046, Acc: 0.863, Base Lr: 1.74e-04 +2023-08-07 22:56:29 transreid.train INFO: Epoch[65] Iter[160/186] Loss: 0.975, Acc: 0.878, Base Lr: 1.74e-04 +2023-08-07 22:56:31 transreid.train INFO: Epoch[65] Iter[180/186] Loss: 0.908, Acc: 0.890, Base Lr: 1.74e-04 +2023-08-07 22:56:31 transreid.train INFO: Epoch 65 done. Time per epoch: 15.631[s] Speed: 749.3[samples/s] +2023-08-07 22:56:34 transreid.train INFO: Epoch[66] Iter[20/186] Loss: 1.631, Acc: 0.727, Base Lr: 1.69e-04 +2023-08-07 22:56:35 transreid.train INFO: Epoch[66] Iter[40/186] Loss: 1.514, Acc: 0.756, Base Lr: 1.69e-04 +2023-08-07 22:56:37 transreid.train INFO: Epoch[66] Iter[60/186] Loss: 1.355, Acc: 0.794, Base Lr: 1.69e-04 +2023-08-07 22:56:39 transreid.train INFO: Epoch[66] Iter[80/186] Loss: 1.258, Acc: 0.817, Base Lr: 1.69e-04 +2023-08-07 22:56:40 transreid.train INFO: Epoch[66] Iter[100/186] Loss: 1.188, Acc: 0.835, Base Lr: 1.69e-04 +2023-08-07 22:56:42 transreid.train INFO: Epoch[66] Iter[120/186] Loss: 1.109, Acc: 0.849, Base Lr: 1.69e-04 +2023-08-07 22:56:43 transreid.train INFO: Epoch[66] Iter[140/186] Loss: 1.039, Acc: 0.865, Base Lr: 1.69e-04 +2023-08-07 22:56:45 transreid.train INFO: Epoch[66] Iter[160/186] Loss: 0.970, Acc: 0.879, Base Lr: 1.69e-04 +2023-08-07 22:56:46 transreid.train INFO: Epoch[66] Iter[180/186] Loss: 0.907, Acc: 0.891, Base Lr: 1.69e-04 +2023-08-07 22:56:47 transreid.train INFO: Epoch 66 done. Time per epoch: 15.726[s] Speed: 748.8[samples/s] +2023-08-07 22:56:49 transreid.train INFO: Epoch[67] Iter[20/186] Loss: 1.456, Acc: 0.786, Base Lr: 1.64e-04 +2023-08-07 22:56:51 transreid.train INFO: Epoch[67] Iter[40/186] Loss: 1.393, Acc: 0.798, Base Lr: 1.64e-04 +2023-08-07 22:56:53 transreid.train INFO: Epoch[67] Iter[60/186] Loss: 1.322, Acc: 0.812, Base Lr: 1.64e-04 +2023-08-07 22:56:54 transreid.train INFO: Epoch[67] Iter[80/186] Loss: 1.261, Acc: 0.820, Base Lr: 1.64e-04 +2023-08-07 22:56:56 transreid.train INFO: Epoch[67] Iter[100/186] Loss: 1.161, Acc: 0.840, Base Lr: 1.64e-04 +2023-08-07 22:56:58 transreid.train INFO: Epoch[67] Iter[120/186] Loss: 1.081, Acc: 0.856, Base Lr: 1.64e-04 +2023-08-07 22:56:59 transreid.train INFO: Epoch[67] Iter[140/186] Loss: 0.997, Acc: 0.874, Base Lr: 1.64e-04 +2023-08-07 22:57:01 transreid.train INFO: Epoch[67] Iter[160/186] Loss: 0.927, Acc: 0.887, Base Lr: 1.64e-04 +2023-08-07 22:57:02 transreid.train INFO: Epoch[67] Iter[180/186] Loss: 0.863, Acc: 0.897, Base Lr: 1.64e-04 +2023-08-07 22:57:03 transreid.train INFO: Epoch 67 done. Time per epoch: 15.799[s] Speed: 745.4[samples/s] +2023-08-07 22:57:05 transreid.train INFO: Epoch[68] Iter[20/186] Loss: 1.463, Acc: 0.783, Base Lr: 1.59e-04 +2023-08-07 22:57:07 transreid.train INFO: Epoch[68] Iter[40/186] Loss: 1.350, Acc: 0.802, Base Lr: 1.59e-04 +2023-08-07 22:57:09 transreid.train INFO: Epoch[68] Iter[60/186] Loss: 1.296, Acc: 0.813, Base Lr: 1.59e-04 +2023-08-07 22:57:10 transreid.train INFO: Epoch[68] Iter[80/186] Loss: 1.212, Acc: 0.828, Base Lr: 1.59e-04 +2023-08-07 22:57:12 transreid.train INFO: Epoch[68] Iter[100/186] Loss: 1.144, Acc: 0.838, Base Lr: 1.59e-04 +2023-08-07 22:57:14 transreid.train INFO: Epoch[68] Iter[120/186] Loss: 1.064, Acc: 0.856, Base Lr: 1.59e-04 +2023-08-07 22:57:15 transreid.train INFO: Epoch[68] Iter[140/186] Loss: 1.000, Acc: 0.870, Base Lr: 1.59e-04 +2023-08-07 22:57:17 transreid.train INFO: Epoch[68] Iter[160/186] Loss: 0.925, Acc: 0.885, Base Lr: 1.59e-04 +2023-08-07 22:57:19 transreid.train INFO: Epoch[68] Iter[180/186] Loss: 0.863, Acc: 0.896, Base Lr: 1.59e-04 +2023-08-07 22:57:19 transreid.train INFO: Epoch 68 done. 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Time per epoch: 15.944[s] Speed: 734.6[samples/s] +2023-08-07 22:59:13 transreid.train INFO: Epoch[76] Iter[20/186] Loss: 1.295, Acc: 0.798, Base Lr: 1.19e-04 +2023-08-07 22:59:15 transreid.train INFO: Epoch[76] Iter[40/186] Loss: 1.262, Acc: 0.812, Base Lr: 1.19e-04 +2023-08-07 22:59:17 transreid.train INFO: Epoch[76] Iter[60/186] Loss: 1.215, Acc: 0.823, Base Lr: 1.19e-04 +2023-08-07 22:59:18 transreid.train INFO: Epoch[76] Iter[80/186] Loss: 1.126, Acc: 0.843, Base Lr: 1.19e-04 +2023-08-07 22:59:20 transreid.train INFO: Epoch[76] Iter[100/186] Loss: 1.049, Acc: 0.861, Base Lr: 1.19e-04 +2023-08-07 22:59:22 transreid.train INFO: Epoch[76] Iter[120/186] Loss: 0.972, Acc: 0.875, Base Lr: 1.19e-04 +2023-08-07 22:59:23 transreid.train INFO: Epoch[76] Iter[140/186] Loss: 0.909, Acc: 0.888, Base Lr: 1.19e-04 +2023-08-07 22:59:25 transreid.train INFO: Epoch[76] Iter[160/186] Loss: 0.842, Acc: 0.900, Base Lr: 1.19e-04 +2023-08-07 22:59:27 transreid.train INFO: Epoch[76] Iter[180/186] Loss: 0.782, Acc: 0.910, Base Lr: 1.19e-04 +2023-08-07 22:59:27 transreid.train INFO: Epoch 76 done. Time per epoch: 16.340[s] Speed: 720.7[samples/s] +2023-08-07 22:59:30 transreid.train INFO: Epoch[77] Iter[20/186] Loss: 1.321, Acc: 0.797, Base Lr: 1.14e-04 +2023-08-07 22:59:31 transreid.train INFO: Epoch[77] Iter[40/186] Loss: 1.246, Acc: 0.821, Base Lr: 1.14e-04 +2023-08-07 22:59:33 transreid.train INFO: Epoch[77] Iter[60/186] Loss: 1.181, Acc: 0.833, Base Lr: 1.14e-04 +2023-08-07 22:59:35 transreid.train INFO: Epoch[77] Iter[80/186] Loss: 1.095, Acc: 0.853, Base Lr: 1.14e-04 +2023-08-07 22:59:36 transreid.train INFO: Epoch[77] Iter[100/186] Loss: 1.017, Acc: 0.868, Base Lr: 1.14e-04 +2023-08-07 22:59:38 transreid.train INFO: Epoch[77] Iter[120/186] Loss: 0.951, Acc: 0.880, Base Lr: 1.14e-04 +2023-08-07 22:59:40 transreid.train INFO: Epoch[77] Iter[140/186] Loss: 0.887, Acc: 0.891, Base Lr: 1.14e-04 +2023-08-07 22:59:41 transreid.train INFO: Epoch[77] Iter[160/186] Loss: 0.823, Acc: 0.903, Base Lr: 1.14e-04 +2023-08-07 22:59:43 transreid.train INFO: Epoch[77] Iter[180/186] Loss: 0.766, Acc: 0.912, Base Lr: 1.14e-04 +2023-08-07 22:59:44 transreid.train INFO: Epoch 77 done. Time per epoch: 16.511[s] Speed: 713.2[samples/s] +2023-08-07 22:59:46 transreid.train INFO: Epoch[78] Iter[20/186] Loss: 1.382, Acc: 0.793, Base Lr: 1.10e-04 +2023-08-07 22:59:48 transreid.train INFO: Epoch[78] Iter[40/186] Loss: 1.219, Acc: 0.827, Base Lr: 1.10e-04 +2023-08-07 22:59:49 transreid.train INFO: Epoch[78] Iter[60/186] Loss: 1.154, Acc: 0.841, Base Lr: 1.10e-04 +2023-08-07 22:59:51 transreid.train INFO: Epoch[78] Iter[80/186] Loss: 1.070, Acc: 0.860, Base Lr: 1.10e-04 +2023-08-07 22:59:53 transreid.train INFO: Epoch[78] Iter[100/186] Loss: 0.988, Acc: 0.876, Base Lr: 1.10e-04 +2023-08-07 22:59:54 transreid.train INFO: Epoch[78] Iter[120/186] Loss: 0.921, Acc: 0.889, Base Lr: 1.10e-04 +2023-08-07 22:59:56 transreid.train INFO: Epoch[78] Iter[140/186] Loss: 0.857, Acc: 0.899, Base Lr: 1.10e-04 +2023-08-07 22:59:58 transreid.train INFO: Epoch[78] Iter[160/186] Loss: 0.803, Acc: 0.907, Base Lr: 1.10e-04 +2023-08-07 22:59:59 transreid.train INFO: Epoch[78] Iter[180/186] Loss: 0.747, Acc: 0.916, Base Lr: 1.10e-04 +2023-08-07 23:00:00 transreid.train INFO: Epoch 78 done. Time per epoch: 16.072[s] Speed: 728.7[samples/s] +2023-08-07 23:00:02 transreid.train INFO: Epoch[79] Iter[20/186] Loss: 1.419, Acc: 0.777, Base Lr: 1.05e-04 +2023-08-07 23:00:04 transreid.train INFO: Epoch[79] Iter[40/186] Loss: 1.281, Acc: 0.803, Base Lr: 1.05e-04 +2023-08-07 23:00:05 transreid.train INFO: Epoch[79] Iter[60/186] Loss: 1.157, Acc: 0.828, Base Lr: 1.05e-04 +2023-08-07 23:00:07 transreid.train INFO: Epoch[79] Iter[80/186] Loss: 1.077, Acc: 0.848, Base Lr: 1.05e-04 +2023-08-07 23:00:09 transreid.train INFO: Epoch[79] Iter[100/186] Loss: 1.001, Acc: 0.867, Base Lr: 1.05e-04 +2023-08-07 23:00:10 transreid.train INFO: Epoch[79] Iter[120/186] Loss: 0.920, Acc: 0.884, Base Lr: 1.05e-04 +2023-08-07 23:00:12 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.855, Acc: 0.897, Base Lr: 1.05e-04 +2023-08-07 23:00:14 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.795, Acc: 0.909, Base Lr: 1.05e-04 +2023-08-07 23:00:15 transreid.train INFO: Epoch[79] Iter[180/186] Loss: 0.739, Acc: 0.917, Base Lr: 1.05e-04 +2023-08-07 23:00:16 transreid.train INFO: Epoch 79 done. Time per epoch: 15.964[s] Speed: 733.7[samples/s] +2023-08-07 23:00:18 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 1.281, Acc: 0.804, Base Lr: 1.01e-04 +2023-08-07 23:00:20 transreid.train INFO: Epoch[80] Iter[40/186] Loss: 1.250, Acc: 0.814, Base Lr: 1.01e-04 +2023-08-07 23:00:21 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 1.143, Acc: 0.840, Base Lr: 1.01e-04 +2023-08-07 23:00:23 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 1.039, Acc: 0.860, Base Lr: 1.01e-04 +2023-08-07 23:00:25 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.981, Acc: 0.870, Base Lr: 1.01e-04 +2023-08-07 23:00:26 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.918, Acc: 0.884, Base Lr: 1.01e-04 +2023-08-07 23:00:28 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.856, Acc: 0.897, Base Lr: 1.01e-04 +2023-08-07 23:00:30 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.796, Acc: 0.908, Base Lr: 1.01e-04 +2023-08-07 23:00:31 transreid.train INFO: Epoch[80] Iter[180/186] Loss: 0.740, Acc: 0.917, Base Lr: 1.01e-04 +2023-08-07 23:00:32 transreid.train INFO: Epoch 80 done. Time per epoch: 16.026[s] Speed: 730.8[samples/s] +2023-08-07 23:00:34 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 1.371, Acc: 0.798, Base Lr: 9.61e-05 +2023-08-07 23:00:36 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 1.192, Acc: 0.828, Base Lr: 9.61e-05 +2023-08-07 23:00:37 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 1.109, Acc: 0.846, Base Lr: 9.61e-05 +2023-08-07 23:00:39 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 1.045, Acc: 0.860, Base Lr: 9.61e-05 +2023-08-07 23:00:41 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.962, Acc: 0.877, Base Lr: 9.61e-05 +2023-08-07 23:00:42 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.895, Acc: 0.891, Base Lr: 9.61e-05 +2023-08-07 23:00:44 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.830, Acc: 0.901, Base Lr: 9.61e-05 +2023-08-07 23:00:46 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.771, Acc: 0.911, Base Lr: 9.61e-05 +2023-08-07 23:00:47 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.715, Acc: 0.920, Base Lr: 9.61e-05 +2023-08-07 23:00:48 transreid.train INFO: Epoch 81 done. Time per epoch: 16.037[s] Speed: 730.3[samples/s] +2023-08-07 23:00:50 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 1.405, Acc: 0.777, Base Lr: 9.17e-05 +2023-08-07 23:00:52 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 1.312, Acc: 0.804, Base Lr: 9.17e-05 +2023-08-07 23:00:53 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 1.184, Acc: 0.834, Base Lr: 9.17e-05 +2023-08-07 23:00:55 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 1.078, Acc: 0.858, Base Lr: 9.17e-05 +2023-08-07 23:00:57 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.997, Acc: 0.873, Base Lr: 9.17e-05 +2023-08-07 23:00:58 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.918, Acc: 0.888, Base Lr: 9.17e-05 +2023-08-07 23:01:00 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.854, Acc: 0.900, Base Lr: 9.17e-05 +2023-08-07 23:01:02 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.790, Acc: 0.910, Base Lr: 9.17e-05 +2023-08-07 23:01:04 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.732, Acc: 0.919, Base Lr: 9.17e-05 +2023-08-07 23:01:04 transreid.train INFO: Epoch 82 done. Time per epoch: 16.310[s] Speed: 718.1[samples/s] +2023-08-07 23:01:06 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 1.282, Acc: 0.802, Base Lr: 8.73e-05 +2023-08-07 23:01:08 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 1.169, Acc: 0.831, Base Lr: 8.73e-05 +2023-08-07 23:01:10 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 1.162, Acc: 0.836, Base Lr: 8.73e-05 +2023-08-07 23:01:12 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 1.066, Acc: 0.857, Base Lr: 8.73e-05 +2023-08-07 23:01:13 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.976, Acc: 0.876, Base Lr: 8.73e-05 +2023-08-07 23:01:15 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.913, Acc: 0.889, Base Lr: 8.73e-05 +2023-08-07 23:01:17 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.840, Acc: 0.903, Base Lr: 8.73e-05 +2023-08-07 23:01:19 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.780, Acc: 0.912, Base Lr: 8.73e-05 +2023-08-07 23:01:20 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.728, Acc: 0.920, Base Lr: 8.73e-05 +2023-08-07 23:01:21 transreid.train INFO: Epoch 83 done. Time per epoch: 16.521[s] Speed: 712.8[samples/s] +2023-08-07 23:01:23 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 1.290, Acc: 0.800, Base Lr: 8.31e-05 +2023-08-07 23:01:25 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 1.223, Acc: 0.819, Base Lr: 8.31e-05 +2023-08-07 23:01:26 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 1.130, Acc: 0.841, Base Lr: 8.31e-05 +2023-08-07 23:01:28 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 1.031, Acc: 0.861, Base Lr: 8.31e-05 +2023-08-07 23:01:29 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.954, Acc: 0.877, Base Lr: 8.31e-05 +2023-08-07 23:01:31 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.879, Acc: 0.891, Base Lr: 8.31e-05 +2023-08-07 23:01:33 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.815, Acc: 0.903, Base Lr: 8.31e-05 +2023-08-07 23:01:34 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.761, Acc: 0.913, Base Lr: 8.31e-05 +2023-08-07 23:01:36 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.709, Acc: 0.921, Base Lr: 8.31e-05 +2023-08-07 23:01:36 transreid.train INFO: Epoch 84 done. 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Time per epoch: 16.335[s] Speed: 717.0[samples/s] +2023-08-07 23:02:44 transreid.train INFO: Epoch[89] Iter[20/186] Loss: 1.318, Acc: 0.795, Base Lr: 6.30e-05 +2023-08-07 23:02:46 transreid.train INFO: Epoch[89] Iter[40/186] Loss: 1.189, Acc: 0.824, Base Lr: 6.30e-05 +2023-08-07 23:02:47 transreid.train INFO: Epoch[89] Iter[60/186] Loss: 1.059, Acc: 0.851, Base Lr: 6.30e-05 +2023-08-07 23:02:49 transreid.train INFO: Epoch[89] Iter[80/186] Loss: 0.986, Acc: 0.866, Base Lr: 6.30e-05 +2023-08-07 23:02:50 transreid.train INFO: Epoch[89] Iter[100/186] Loss: 0.921, Acc: 0.880, Base Lr: 6.30e-05 +2023-08-07 23:02:52 transreid.train INFO: Epoch[89] Iter[120/186] Loss: 0.864, Acc: 0.892, Base Lr: 6.30e-05 +2023-08-07 23:02:54 transreid.train INFO: Epoch[89] Iter[140/186] Loss: 0.804, Acc: 0.905, Base Lr: 6.30e-05 +2023-08-07 23:02:55 transreid.train INFO: Epoch[89] Iter[160/186] Loss: 0.747, Acc: 0.916, Base Lr: 6.30e-05 +2023-08-07 23:02:57 transreid.train INFO: Epoch[89] Iter[180/186] Loss: 0.694, Acc: 0.924, Base Lr: 6.30e-05 +2023-08-07 23:02:57 transreid.train INFO: Epoch 89 done. 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Time per epoch: 16.227[s] Speed: 725.7[samples/s] +2023-08-07 23:03:16 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 1.259, Acc: 0.814, Base Lr: 5.56e-05 +2023-08-07 23:03:18 transreid.train INFO: Epoch[91] Iter[40/186] Loss: 1.144, Acc: 0.833, Base Lr: 5.56e-05 +2023-08-07 23:03:19 transreid.train INFO: Epoch[91] Iter[60/186] Loss: 1.043, Acc: 0.857, Base Lr: 5.56e-05 +2023-08-07 23:03:21 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.951, Acc: 0.877, Base Lr: 5.56e-05 +2023-08-07 23:03:23 transreid.train INFO: Epoch[91] Iter[100/186] Loss: 0.891, Acc: 0.888, Base Lr: 5.56e-05 +2023-08-07 23:03:25 transreid.train INFO: Epoch[91] Iter[120/186] Loss: 0.833, Acc: 0.899, Base Lr: 5.56e-05 +2023-08-07 23:03:27 transreid.train INFO: Epoch[91] Iter[140/186] Loss: 0.775, Acc: 0.909, Base Lr: 5.56e-05 +2023-08-07 23:03:28 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.719, Acc: 0.918, Base Lr: 5.56e-05 +2023-08-07 23:03:30 transreid.train INFO: Epoch[91] Iter[180/186] Loss: 0.674, Acc: 0.925, Base Lr: 5.56e-05 +2023-08-07 23:03:30 transreid.train INFO: Epoch 91 done. Time per epoch: 16.620[s] Speed: 700.9[samples/s] +2023-08-07 23:03:33 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 1.263, Acc: 0.810, Base Lr: 5.21e-05 +2023-08-07 23:03:34 transreid.train INFO: Epoch[92] Iter[40/186] Loss: 1.145, Acc: 0.839, Base Lr: 5.21e-05 +2023-08-07 23:03:36 transreid.train INFO: Epoch[92] Iter[60/186] Loss: 1.039, Acc: 0.861, Base Lr: 5.21e-05 +2023-08-07 23:03:38 transreid.train INFO: Epoch[92] Iter[80/186] Loss: 0.957, Acc: 0.879, Base Lr: 5.21e-05 +2023-08-07 23:03:39 transreid.train INFO: Epoch[92] Iter[100/186] Loss: 0.896, Acc: 0.888, Base Lr: 5.21e-05 +2023-08-07 23:03:41 transreid.train INFO: Epoch[92] Iter[120/186] Loss: 0.817, Acc: 0.902, Base Lr: 5.21e-05 +2023-08-07 23:03:43 transreid.train INFO: Epoch[92] Iter[140/186] Loss: 0.763, Acc: 0.913, Base Lr: 5.21e-05 +2023-08-07 23:03:44 transreid.train INFO: Epoch[92] Iter[160/186] Loss: 0.714, Acc: 0.921, Base Lr: 5.21e-05 +2023-08-07 23:03:46 transreid.train INFO: Epoch[92] Iter[180/186] Loss: 0.661, Acc: 0.929, Base Lr: 5.21e-05 +2023-08-07 23:03:46 transreid.train INFO: Epoch 92 done. Time per epoch: 16.106[s] Speed: 727.2[samples/s] +2023-08-07 23:03:49 transreid.train INFO: Epoch[93] Iter[20/186] Loss: 1.105, Acc: 0.836, Base Lr: 4.86e-05 +2023-08-07 23:03:50 transreid.train INFO: Epoch[93] Iter[40/186] Loss: 1.094, Acc: 0.846, Base Lr: 4.86e-05 +2023-08-07 23:03:52 transreid.train INFO: Epoch[93] Iter[60/186] Loss: 1.010, Acc: 0.863, Base Lr: 4.86e-05 +2023-08-07 23:03:54 transreid.train INFO: Epoch[93] Iter[80/186] Loss: 0.932, Acc: 0.882, Base Lr: 4.86e-05 +2023-08-07 23:03:55 transreid.train INFO: Epoch[93] Iter[100/186] Loss: 0.882, Acc: 0.890, Base Lr: 4.86e-05 +2023-08-07 23:03:57 transreid.train INFO: Epoch[93] Iter[120/186] Loss: 0.830, Acc: 0.900, Base Lr: 4.86e-05 +2023-08-07 23:03:59 transreid.train INFO: Epoch[93] Iter[140/186] Loss: 0.776, Acc: 0.911, Base Lr: 4.86e-05 +2023-08-07 23:04:00 transreid.train INFO: Epoch[93] Iter[160/186] Loss: 0.718, Acc: 0.920, Base Lr: 4.86e-05 +2023-08-07 23:04:02 transreid.train INFO: Epoch[93] Iter[180/186] Loss: 0.667, Acc: 0.927, Base Lr: 4.86e-05 +2023-08-07 23:04:02 transreid.train INFO: Epoch 93 done. Time per epoch: 16.130[s] Speed: 726.1[samples/s] +2023-08-07 23:04:05 transreid.train INFO: Epoch[94] Iter[20/186] Loss: 1.234, Acc: 0.818, Base Lr: 4.53e-05 +2023-08-07 23:04:07 transreid.train INFO: Epoch[94] Iter[40/186] Loss: 1.099, Acc: 0.842, Base Lr: 4.53e-05 +2023-08-07 23:04:08 transreid.train INFO: Epoch[94] Iter[60/186] Loss: 1.007, Acc: 0.863, Base Lr: 4.53e-05 +2023-08-07 23:04:10 transreid.train INFO: Epoch[94] Iter[80/186] Loss: 0.938, Acc: 0.879, Base Lr: 4.53e-05 +2023-08-07 23:04:12 transreid.train INFO: Epoch[94] Iter[100/186] Loss: 0.884, Acc: 0.888, Base Lr: 4.53e-05 +2023-08-07 23:04:13 transreid.train INFO: Epoch[94] Iter[120/186] Loss: 0.825, Acc: 0.900, Base Lr: 4.53e-05 +2023-08-07 23:04:15 transreid.train INFO: Epoch[94] Iter[140/186] Loss: 0.769, Acc: 0.910, Base Lr: 4.53e-05 +2023-08-07 23:04:17 transreid.train INFO: Epoch[94] Iter[160/186] Loss: 0.723, Acc: 0.918, Base Lr: 4.53e-05 +2023-08-07 23:04:18 transreid.train INFO: Epoch[94] Iter[180/186] Loss: 0.670, Acc: 0.926, Base Lr: 4.53e-05 +2023-08-07 23:04:19 transreid.train INFO: Epoch 94 done. Time per epoch: 16.431[s] Speed: 712.8[samples/s] +2023-08-07 23:04:21 transreid.train INFO: Epoch[95] Iter[20/186] Loss: 1.171, Acc: 0.812, Base Lr: 4.20e-05 +2023-08-07 23:04:23 transreid.train INFO: Epoch[95] Iter[40/186] Loss: 1.078, Acc: 0.839, Base Lr: 4.20e-05 +2023-08-07 23:04:24 transreid.train INFO: Epoch[95] Iter[60/186] Loss: 1.026, Acc: 0.851, Base Lr: 4.20e-05 +2023-08-07 23:04:26 transreid.train INFO: Epoch[95] Iter[80/186] Loss: 0.930, Acc: 0.874, Base Lr: 4.20e-05 +2023-08-07 23:04:28 transreid.train INFO: Epoch[95] Iter[100/186] Loss: 0.869, Acc: 0.887, Base Lr: 4.20e-05 +2023-08-07 23:04:29 transreid.train INFO: Epoch[95] Iter[120/186] Loss: 0.819, Acc: 0.898, Base Lr: 4.20e-05 +2023-08-07 23:04:31 transreid.train INFO: Epoch[95] Iter[140/186] Loss: 0.762, Acc: 0.910, Base Lr: 4.20e-05 +2023-08-07 23:04:33 transreid.train INFO: Epoch[95] Iter[160/186] Loss: 0.702, Acc: 0.919, Base Lr: 4.20e-05 +2023-08-07 23:04:34 transreid.train INFO: Epoch[95] Iter[180/186] Loss: 0.651, Acc: 0.927, Base Lr: 4.20e-05 +2023-08-07 23:04:35 transreid.train INFO: Epoch 95 done. Time per epoch: 15.954[s] Speed: 738.1[samples/s] +2023-08-07 23:04:37 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 1.212, Acc: 0.816, Base Lr: 3.89e-05 +2023-08-07 23:04:39 transreid.train INFO: Epoch[96] Iter[40/186] Loss: 1.087, Acc: 0.846, Base Lr: 3.89e-05 +2023-08-07 23:04:41 transreid.train INFO: Epoch[96] Iter[60/186] Loss: 1.025, Acc: 0.859, Base Lr: 3.89e-05 +2023-08-07 23:04:43 transreid.train INFO: Epoch[96] Iter[80/186] Loss: 0.959, Acc: 0.874, Base Lr: 3.89e-05 +2023-08-07 23:04:44 transreid.train INFO: Epoch[96] Iter[100/186] Loss: 0.888, Acc: 0.889, Base Lr: 3.89e-05 +2023-08-07 23:04:46 transreid.train INFO: Epoch[96] Iter[120/186] Loss: 0.827, Acc: 0.900, Base Lr: 3.89e-05 +2023-08-07 23:04:48 transreid.train INFO: Epoch[96] Iter[140/186] Loss: 0.767, Acc: 0.911, Base Lr: 3.89e-05 +2023-08-07 23:04:50 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.709, Acc: 0.922, Base Lr: 3.89e-05 +2023-08-07 23:04:51 transreid.train INFO: Epoch[96] Iter[180/186] Loss: 0.657, Acc: 0.929, Base Lr: 3.89e-05 +2023-08-07 23:04:52 transreid.train INFO: Epoch 96 done. Time per epoch: 16.854[s] Speed: 698.7[samples/s] +2023-08-07 23:04:54 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 1.182, Acc: 0.821, Base Lr: 3.59e-05 +2023-08-07 23:04:56 transreid.train INFO: Epoch[97] Iter[40/186] Loss: 1.108, Acc: 0.834, Base Lr: 3.59e-05 +2023-08-07 23:04:58 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 1.035, Acc: 0.852, Base Lr: 3.59e-05 +2023-08-07 23:04:59 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.969, Acc: 0.870, Base Lr: 3.59e-05 +2023-08-07 23:05:01 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.884, Acc: 0.886, Base Lr: 3.59e-05 +2023-08-07 23:05:03 transreid.train INFO: Epoch[97] Iter[120/186] Loss: 0.818, Acc: 0.899, Base Lr: 3.59e-05 +2023-08-07 23:05:05 transreid.train INFO: Epoch[97] Iter[140/186] Loss: 0.753, Acc: 0.910, Base Lr: 3.59e-05 +2023-08-07 23:05:06 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.698, Acc: 0.920, Base Lr: 3.59e-05 +2023-08-07 23:05:08 transreid.train INFO: Epoch[97] Iter[180/186] Loss: 0.646, Acc: 0.928, Base Lr: 3.59e-05 +2023-08-07 23:05:08 transreid.train INFO: Epoch 97 done. Time per epoch: 16.353[s] Speed: 712.3[samples/s] +2023-08-07 23:05:11 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 1.200, Acc: 0.812, Base Lr: 3.30e-05 +2023-08-07 23:05:12 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 1.074, Acc: 0.852, Base Lr: 3.30e-05 +2023-08-07 23:05:14 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.997, Acc: 0.867, Base Lr: 3.30e-05 +2023-08-07 23:05:16 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.939, Acc: 0.879, Base Lr: 3.30e-05 +2023-08-07 23:05:17 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.881, Acc: 0.890, Base Lr: 3.30e-05 +2023-08-07 23:05:19 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.814, Acc: 0.903, Base Lr: 3.30e-05 +2023-08-07 23:05:21 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.751, Acc: 0.914, Base Lr: 3.30e-05 +2023-08-07 23:05:22 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.697, Acc: 0.922, Base Lr: 3.30e-05 +2023-08-07 23:05:24 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.648, Acc: 0.930, Base Lr: 3.30e-05 +2023-08-07 23:05:24 transreid.train INFO: Epoch 98 done. Time per epoch: 16.348[s] Speed: 716.4[samples/s] +2023-08-07 23:05:27 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 1.163, Acc: 0.815, Base Lr: 3.02e-05 +2023-08-07 23:05:28 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 1.102, Acc: 0.834, Base Lr: 3.02e-05 +2023-08-07 23:05:30 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 1.040, Acc: 0.850, Base Lr: 3.02e-05 +2023-08-07 23:05:32 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.955, Acc: 0.870, Base Lr: 3.02e-05 +2023-08-07 23:05:34 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.876, Acc: 0.887, Base Lr: 3.02e-05 +2023-08-07 23:05:35 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.808, Acc: 0.901, Base Lr: 3.02e-05 +2023-08-07 23:05:37 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.748, Acc: 0.913, Base Lr: 3.02e-05 +2023-08-07 23:05:39 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.702, Acc: 0.921, Base Lr: 3.02e-05 +2023-08-07 23:05:40 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.652, Acc: 0.929, Base Lr: 3.02e-05 +2023-08-07 23:05:41 transreid.train INFO: Epoch 99 done. 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Time per epoch: 16.065[s] Speed: 729.0[samples/s] +2023-08-07 23:07:04 transreid.train INFO: Epoch[105] Iter[20/186] Loss: 1.160, Acc: 0.834, Base Lr: 1.60e-05 +2023-08-07 23:07:05 transreid.train INFO: Epoch[105] Iter[40/186] Loss: 1.096, Acc: 0.845, Base Lr: 1.60e-05 +2023-08-07 23:07:07 transreid.train INFO: Epoch[105] Iter[60/186] Loss: 1.011, Acc: 0.861, Base Lr: 1.60e-05 +2023-08-07 23:07:09 transreid.train INFO: Epoch[105] Iter[80/186] Loss: 0.951, Acc: 0.872, Base Lr: 1.60e-05 +2023-08-07 23:07:11 transreid.train INFO: Epoch[105] Iter[100/186] Loss: 0.868, Acc: 0.890, Base Lr: 1.60e-05 +2023-08-07 23:07:12 transreid.train INFO: Epoch[105] Iter[120/186] Loss: 0.807, Acc: 0.900, Base Lr: 1.60e-05 +2023-08-07 23:07:14 transreid.train INFO: Epoch[105] Iter[140/186] Loss: 0.742, Acc: 0.912, Base Lr: 1.60e-05 +2023-08-07 23:07:15 transreid.train INFO: Epoch[105] Iter[160/186] Loss: 0.690, Acc: 0.920, Base Lr: 1.60e-05 +2023-08-07 23:07:17 transreid.train INFO: Epoch[105] Iter[180/186] Loss: 0.638, Acc: 0.928, Base Lr: 1.60e-05 +2023-08-07 23:07:17 transreid.train INFO: Epoch 105 done. 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Time per epoch: 16.472[s] Speed: 711.0[samples/s] +2023-08-07 23:08:08 transreid.train INFO: Epoch[109] Iter[20/186] Loss: 1.133, Acc: 0.823, Base Lr: 9.02e-06 +2023-08-07 23:08:10 transreid.train INFO: Epoch[109] Iter[40/186] Loss: 1.020, Acc: 0.853, Base Lr: 9.02e-06 +2023-08-07 23:08:11 transreid.train INFO: Epoch[109] Iter[60/186] Loss: 0.954, Acc: 0.870, Base Lr: 9.02e-06 +2023-08-07 23:08:13 transreid.train INFO: Epoch[109] Iter[80/186] Loss: 0.890, Acc: 0.881, Base Lr: 9.02e-06 +2023-08-07 23:08:15 transreid.train INFO: Epoch[109] Iter[100/186] Loss: 0.843, Acc: 0.893, Base Lr: 9.02e-06 +2023-08-07 23:08:16 transreid.train INFO: Epoch[109] Iter[120/186] Loss: 0.783, Acc: 0.905, Base Lr: 9.02e-06 +2023-08-07 23:08:18 transreid.train INFO: Epoch[109] Iter[140/186] Loss: 0.726, Acc: 0.916, Base Lr: 9.02e-06 +2023-08-07 23:08:20 transreid.train INFO: Epoch[109] Iter[160/186] Loss: 0.677, Acc: 0.923, Base Lr: 9.02e-06 +2023-08-07 23:08:21 transreid.train INFO: Epoch[109] Iter[180/186] Loss: 0.629, Acc: 0.931, Base Lr: 9.02e-06 +2023-08-07 23:08:22 transreid.train INFO: Epoch 109 done. 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Time per epoch: 15.843[s] Speed: 739.3[samples/s] +2023-08-07 23:08:40 transreid.train INFO: Epoch[111] Iter[20/186] Loss: 1.262, Acc: 0.804, Base Lr: 6.31e-06 +2023-08-07 23:08:42 transreid.train INFO: Epoch[111] Iter[40/186] Loss: 1.093, Acc: 0.839, Base Lr: 6.31e-06 +2023-08-07 23:08:43 transreid.train INFO: Epoch[111] Iter[60/186] Loss: 0.974, Acc: 0.865, Base Lr: 6.31e-06 +2023-08-07 23:08:45 transreid.train INFO: Epoch[111] Iter[80/186] Loss: 0.907, Acc: 0.879, Base Lr: 6.31e-06 +2023-08-07 23:08:47 transreid.train INFO: Epoch[111] Iter[100/186] Loss: 0.847, Acc: 0.892, Base Lr: 6.31e-06 +2023-08-07 23:08:48 transreid.train INFO: Epoch[111] Iter[120/186] Loss: 0.788, Acc: 0.904, Base Lr: 6.31e-06 +2023-08-07 23:08:50 transreid.train INFO: Epoch[111] Iter[140/186] Loss: 0.736, Acc: 0.915, Base Lr: 6.31e-06 +2023-08-07 23:08:51 transreid.train INFO: Epoch[111] Iter[160/186] Loss: 0.682, Acc: 0.923, Base Lr: 6.31e-06 +2023-08-07 23:08:53 transreid.train INFO: Epoch[111] Iter[180/186] Loss: 0.633, Acc: 0.931, Base Lr: 6.31e-06 +2023-08-07 23:08:53 transreid.train INFO: Epoch 111 done. 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Time per epoch: 16.320[s] Speed: 717.7[samples/s] +2023-08-07 23:09:12 transreid.train INFO: Epoch[113] Iter[20/186] Loss: 1.192, Acc: 0.815, Base Lr: 4.14e-06 +2023-08-07 23:09:14 transreid.train INFO: Epoch[113] Iter[40/186] Loss: 1.103, Acc: 0.839, Base Lr: 4.14e-06 +2023-08-07 23:09:15 transreid.train INFO: Epoch[113] Iter[60/186] Loss: 1.027, Acc: 0.854, Base Lr: 4.14e-06 +2023-08-07 23:09:17 transreid.train INFO: Epoch[113] Iter[80/186] Loss: 0.931, Acc: 0.874, Base Lr: 4.14e-06 +2023-08-07 23:09:19 transreid.train INFO: Epoch[113] Iter[100/186] Loss: 0.861, Acc: 0.890, Base Lr: 4.14e-06 +2023-08-07 23:09:20 transreid.train INFO: Epoch[113] Iter[120/186] Loss: 0.802, Acc: 0.901, Base Lr: 4.14e-06 +2023-08-07 23:09:22 transreid.train INFO: Epoch[113] Iter[140/186] Loss: 0.737, Acc: 0.913, Base Lr: 4.14e-06 +2023-08-07 23:09:24 transreid.train INFO: Epoch[113] Iter[160/186] Loss: 0.690, Acc: 0.921, Base Lr: 4.14e-06 +2023-08-07 23:09:25 transreid.train INFO: Epoch[113] Iter[180/186] Loss: 0.645, Acc: 0.929, Base Lr: 4.14e-06 +2023-08-07 23:09:26 transreid.train INFO: Epoch 113 done. Time per epoch: 16.154[s] Speed: 729.0[samples/s] +2023-08-07 23:09:28 transreid.train INFO: Epoch[114] Iter[20/186] Loss: 1.143, Acc: 0.839, Base Lr: 3.26e-06 +2023-08-07 23:09:30 transreid.train INFO: Epoch[114] Iter[40/186] Loss: 1.095, Acc: 0.846, Base Lr: 3.26e-06 +2023-08-07 23:09:32 transreid.train INFO: Epoch[114] Iter[60/186] Loss: 1.008, Acc: 0.863, Base Lr: 3.26e-06 +2023-08-07 23:09:33 transreid.train INFO: Epoch[114] Iter[80/186] Loss: 0.940, Acc: 0.876, Base Lr: 3.26e-06 +2023-08-07 23:09:35 transreid.train INFO: Epoch[114] Iter[100/186] Loss: 0.872, Acc: 0.890, Base Lr: 3.26e-06 +2023-08-07 23:09:37 transreid.train INFO: Epoch[114] Iter[120/186] Loss: 0.798, Acc: 0.905, Base Lr: 3.26e-06 +2023-08-07 23:09:38 transreid.train INFO: Epoch[114] Iter[140/186] Loss: 0.736, Acc: 0.916, Base Lr: 3.26e-06 +2023-08-07 23:09:40 transreid.train INFO: Epoch[114] Iter[160/186] Loss: 0.684, Acc: 0.924, Base Lr: 3.26e-06 +2023-08-07 23:09:41 transreid.train INFO: Epoch[114] Iter[180/186] Loss: 0.638, Acc: 0.932, Base Lr: 3.26e-06 +2023-08-07 23:09:42 transreid.train INFO: Epoch 114 done. Time per epoch: 16.039[s] Speed: 730.2[samples/s] +2023-08-07 23:09:44 transreid.train INFO: Epoch[115] Iter[20/186] Loss: 1.204, Acc: 0.823, Base Lr: 2.51e-06 +2023-08-07 23:09:46 transreid.train INFO: Epoch[115] Iter[40/186] Loss: 1.086, Acc: 0.850, Base Lr: 2.51e-06 +2023-08-07 23:09:48 transreid.train INFO: Epoch[115] Iter[60/186] Loss: 1.013, Acc: 0.866, Base Lr: 2.51e-06 +2023-08-07 23:09:49 transreid.train INFO: Epoch[115] Iter[80/186] Loss: 0.928, Acc: 0.882, Base Lr: 2.51e-06 +2023-08-07 23:09:51 transreid.train INFO: Epoch[115] Iter[100/186] Loss: 0.851, Acc: 0.896, Base Lr: 2.51e-06 +2023-08-07 23:09:53 transreid.train INFO: Epoch[115] Iter[120/186] Loss: 0.793, Acc: 0.907, Base Lr: 2.51e-06 +2023-08-07 23:09:55 transreid.train INFO: Epoch[115] Iter[140/186] Loss: 0.732, Acc: 0.917, Base Lr: 2.51e-06 +2023-08-07 23:09:56 transreid.train INFO: Epoch[115] Iter[160/186] Loss: 0.680, Acc: 0.926, Base Lr: 2.51e-06 +2023-08-07 23:09:58 transreid.train INFO: Epoch[115] Iter[180/186] Loss: 0.631, Acc: 0.933, Base Lr: 2.51e-06 +2023-08-07 23:09:58 transreid.train INFO: Epoch 115 done. Time per epoch: 16.555[s] Speed: 711.3[samples/s] +2023-08-07 23:10:01 transreid.train INFO: Epoch[116] Iter[20/186] Loss: 1.194, Acc: 0.827, Base Lr: 1.89e-06 +2023-08-07 23:10:02 transreid.train INFO: Epoch[116] Iter[40/186] Loss: 1.081, Acc: 0.847, Base Lr: 1.89e-06 +2023-08-07 23:10:04 transreid.train INFO: Epoch[116] Iter[60/186] Loss: 0.984, Acc: 0.864, Base Lr: 1.89e-06 +2023-08-07 23:10:06 transreid.train INFO: Epoch[116] Iter[80/186] Loss: 0.915, Acc: 0.879, Base Lr: 1.89e-06 +2023-08-07 23:10:07 transreid.train INFO: Epoch[116] Iter[100/186] Loss: 0.848, Acc: 0.893, Base Lr: 1.89e-06 +2023-08-07 23:10:09 transreid.train INFO: Epoch[116] Iter[120/186] Loss: 0.788, Acc: 0.906, Base Lr: 1.89e-06 +2023-08-07 23:10:11 transreid.train INFO: Epoch[116] Iter[140/186] Loss: 0.732, Acc: 0.915, Base Lr: 1.89e-06 +2023-08-07 23:10:12 transreid.train INFO: Epoch[116] Iter[160/186] Loss: 0.682, Acc: 0.924, Base Lr: 1.89e-06 +2023-08-07 23:10:14 transreid.train INFO: Epoch[116] Iter[180/186] Loss: 0.635, Acc: 0.931, Base Lr: 1.89e-06 +2023-08-07 23:10:14 transreid.train INFO: Epoch 116 done. Time per epoch: 15.775[s] Speed: 742.5[samples/s] +2023-08-07 23:10:17 transreid.train INFO: Epoch[117] Iter[20/186] Loss: 1.221, Acc: 0.806, Base Lr: 1.42e-06 +2023-08-07 23:10:19 transreid.train INFO: Epoch[117] Iter[40/186] Loss: 1.160, Acc: 0.821, Base Lr: 1.42e-06 +2023-08-07 23:10:20 transreid.train INFO: Epoch[117] Iter[60/186] Loss: 1.033, Acc: 0.849, Base Lr: 1.42e-06 +2023-08-07 23:10:22 transreid.train INFO: Epoch[117] Iter[80/186] Loss: 0.942, Acc: 0.869, Base Lr: 1.42e-06 +2023-08-07 23:10:24 transreid.train INFO: Epoch[117] Iter[100/186] Loss: 0.861, Acc: 0.888, Base Lr: 1.42e-06 +2023-08-07 23:10:26 transreid.train INFO: Epoch[117] Iter[120/186] Loss: 0.794, Acc: 0.901, Base Lr: 1.42e-06 +2023-08-07 23:10:28 transreid.train INFO: Epoch[117] Iter[140/186] Loss: 0.736, Acc: 0.912, Base Lr: 1.42e-06 +2023-08-07 23:10:29 transreid.train INFO: Epoch[117] Iter[160/186] Loss: 0.685, Acc: 0.921, Base Lr: 1.42e-06 +2023-08-07 23:10:31 transreid.train INFO: Epoch[117] Iter[180/186] Loss: 0.632, Acc: 0.929, Base Lr: 1.42e-06 +2023-08-07 23:10:31 transreid.train INFO: Epoch 117 done. Time per epoch: 17.012[s] Speed: 688.4[samples/s] +2023-08-07 23:10:34 transreid.train INFO: Epoch[118] Iter[20/186] Loss: 1.183, Acc: 0.812, Base Lr: 1.07e-06 +2023-08-07 23:10:35 transreid.train INFO: Epoch[118] Iter[40/186] Loss: 1.095, Acc: 0.836, Base Lr: 1.07e-06 +2023-08-07 23:10:37 transreid.train INFO: Epoch[118] Iter[60/186] Loss: 1.016, Acc: 0.857, Base Lr: 1.07e-06 +2023-08-07 23:10:39 transreid.train INFO: Epoch[118] Iter[80/186] Loss: 0.955, Acc: 0.870, Base Lr: 1.07e-06 +2023-08-07 23:10:40 transreid.train INFO: Epoch[118] Iter[100/186] Loss: 0.876, Acc: 0.885, Base Lr: 1.07e-06 +2023-08-07 23:10:42 transreid.train INFO: Epoch[118] Iter[120/186] Loss: 0.798, Acc: 0.901, Base Lr: 1.07e-06 +2023-08-07 23:10:44 transreid.train INFO: Epoch[118] Iter[140/186] Loss: 0.738, Acc: 0.912, Base Lr: 1.07e-06 +2023-08-07 23:10:45 transreid.train INFO: Epoch[118] Iter[160/186] Loss: 0.683, Acc: 0.921, Base Lr: 1.07e-06 +2023-08-07 23:10:47 transreid.train INFO: Epoch[118] Iter[180/186] Loss: 0.633, Acc: 0.929, Base Lr: 1.07e-06 +2023-08-07 23:10:47 transreid.train INFO: Epoch 118 done. Time per epoch: 16.106[s] Speed: 731.1[samples/s] +2023-08-07 23:10:50 transreid.train INFO: Epoch[119] Iter[20/186] Loss: 1.094, Acc: 0.828, Base Lr: 8.68e-07 +2023-08-07 23:10:51 transreid.train INFO: Epoch[119] Iter[40/186] Loss: 1.049, Acc: 0.848, Base Lr: 8.68e-07 +2023-08-07 23:10:53 transreid.train INFO: Epoch[119] Iter[60/186] Loss: 0.990, Acc: 0.865, Base Lr: 8.68e-07 +2023-08-07 23:10:55 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.920, Acc: 0.879, Base Lr: 8.68e-07 +2023-08-07 23:10:56 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.865, Acc: 0.891, Base Lr: 8.68e-07 +2023-08-07 23:10:58 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.791, Acc: 0.905, Base Lr: 8.68e-07 +2023-08-07 23:11:00 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.731, Acc: 0.915, Base Lr: 8.68e-07 +2023-08-07 23:11:01 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.679, Acc: 0.923, Base Lr: 8.68e-07 +2023-08-07 23:11:03 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.634, Acc: 0.930, Base Lr: 8.68e-07 +2023-08-07 23:11:03 transreid.train INFO: Epoch 119 done. Time per epoch: 16.063[s] Speed: 729.1[samples/s] +2023-08-07 23:11:06 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 1.152, Acc: 0.832, Base Lr: 8.00e-07 +2023-08-07 23:11:08 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 1.140, Acc: 0.835, Base Lr: 8.00e-07 +2023-08-07 23:11:09 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 1.038, Acc: 0.860, Base Lr: 8.00e-07 +2023-08-07 23:11:11 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.941, Acc: 0.879, Base Lr: 8.00e-07 +2023-08-07 23:11:12 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.869, Acc: 0.894, Base Lr: 8.00e-07 +2023-08-07 23:11:14 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.808, Acc: 0.904, Base Lr: 8.00e-07 +2023-08-07 23:11:16 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.742, Acc: 0.916, Base Lr: 8.00e-07 +2023-08-07 23:11:18 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.692, Acc: 0.923, Base Lr: 8.00e-07 +2023-08-07 23:11:19 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.640, Acc: 0.931, Base Lr: 8.00e-07 +2023-08-07 23:11:19 transreid.train INFO: Epoch 120 done. Time per epoch: 16.063[s] Speed: 729.1[samples/s] +2023-08-07 23:11:39 transreid.train INFO: Validation Results - Epoch: 120 +2023-08-07 23:11:39 transreid.train INFO: mAP: 92.9% +2023-08-07 23:11:39 transreid.train INFO: CMC curve, Rank-1 :96.8% +2023-08-07 23:11:39 transreid.train INFO: CMC curve, Rank-5 :99.0% +2023-08-07 23:11:39 transreid.train INFO: CMC curve, Rank-10 :99.3%