diff --git "a/occ_duke.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220/train_log.txt" "b/occ_duke.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220/train_log.txt" new file mode 100755--- /dev/null +++ "b/occ_duke.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220/train_log.txt" @@ -0,0 +1,1527 @@ +2023-08-07 21:13:27 transreid INFO: Namespace(config_file='configs/occ_duke/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/occ_duke.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220', 'MODEL.PRETRAIN_HW_RATIO', '2']) +2023-08-07 21:13:27 transreid INFO: Saving model in the path :logs/occ_duke.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220 +2023-08-07 21:13:27 transreid INFO: Loaded configuration file configs/occ_duke/vit_small.yml +2023-08-07 21:13:27 transreid INFO: Running with config: +DATALOADER: + NUM_INSTANCE: 4 + NUM_WORKERS: 8 + REMOVE_TAIL: 0 + SAMPLER: softmax_triplet +DATASETS: + NAMES: occ_duke + 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/occ_duke.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 21:13:27 transreid.check INFO: Dataset statistics: +2023-08-07 21:13:27 transreid.check INFO: ---------------------------------------- +2023-08-07 21:13:27 transreid.check INFO: subset | # ids | # images | # cameras +2023-08-07 21:13:27 transreid.check INFO: ---------------------------------------- +2023-08-07 21:13:27 transreid.check INFO: train | 702 | 15618 | 8 +2023-08-07 21:13:27 transreid.check INFO: query | 519 | 2210 | 8 +2023-08-07 21:13:27 transreid.check INFO: gallery | 1110 | 17661 | 8 +2023-08-07 21:13:27 transreid.check INFO: ---------------------------------------- +2023-08-07 23:51:30 transreid INFO: Namespace(config_file='configs/occ_duke/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/occ_duke.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220', 'MODEL.PRETRAIN_HW_RATIO', '2']) +2023-08-07 23:51:30 transreid INFO: Saving model in the path :logs/occ_duke.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220 +2023-08-07 23:51:30 transreid INFO: Loaded configuration file configs/occ_duke/vit_small.yml +2023-08-07 23:51:30 transreid INFO: Running with config: +DATALOADER: + NUM_INSTANCE: 4 + NUM_WORKERS: 8 + REMOVE_TAIL: 0 + SAMPLER: softmax_triplet +DATASETS: + NAMES: occ_duke + 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/occ_duke.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 23:51:30 transreid.check INFO: Dataset statistics: +2023-08-07 23:51:30 transreid.check INFO: ---------------------------------------- +2023-08-07 23:51:30 transreid.check INFO: subset | # ids | # images | # cameras +2023-08-07 23:51:30 transreid.check INFO: ---------------------------------------- +2023-08-07 23:51:30 transreid.check INFO: train | 702 | 15618 | 8 +2023-08-07 23:51:30 transreid.check INFO: query | 519 | 2210 | 8 +2023-08-07 23:51:30 transreid.check INFO: gallery | 1110 | 17661 | 8 +2023-08-07 23:51:30 transreid.check INFO: ---------------------------------------- +2023-08-07 23:51:35 transreid INFO: ===========using cosine learning rate======= +2023-08-07 23:51:35 transreid.train INFO: start training +2023-08-07 23:51:38 transreid.train INFO: Epoch[1] Iter[20/227] Loss: 18.087, Acc: 0.002, Base Lr: 2.38e-05 +2023-08-07 23:51:40 transreid.train INFO: Epoch[1] Iter[40/227] Loss: 17.428, Acc: 0.002, Base Lr: 2.38e-05 +2023-08-07 23:51:42 transreid.train INFO: Epoch[1] Iter[60/227] Loss: 16.599, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 23:51:43 transreid.train INFO: Epoch[1] Iter[80/227] Loss: 15.858, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 23:51:45 transreid.train INFO: Epoch[1] Iter[100/227] Loss: 15.212, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 23:51:47 transreid.train INFO: Epoch[1] Iter[120/227] Loss: 14.690, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 23:51:48 transreid.train INFO: Epoch[1] Iter[140/227] Loss: 14.293, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 23:51:50 transreid.train INFO: Epoch[1] Iter[160/227] Loss: 13.926, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 23:51:52 transreid.train INFO: Epoch[1] Iter[180/227] Loss: 13.612, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 23:51:53 transreid.train INFO: Epoch[1] Iter[200/227] Loss: 13.314, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-07 23:51:54 transreid.train INFO: Epoch 1 done. Time per epoch: 18.975[s] Speed: 715.0[samples/s] +2023-08-07 23:51:57 transreid.train INFO: Epoch[2] Iter[20/227] Loss: 9.839, Acc: 0.001, Base Lr: 4.36e-05 +2023-08-07 23:51:59 transreid.train INFO: Epoch[2] Iter[40/227] Loss: 9.623, Acc: 0.001, Base Lr: 4.36e-05 +2023-08-07 23:52:00 transreid.train INFO: Epoch[2] Iter[60/227] Loss: 9.345, Acc: 0.001, Base Lr: 4.36e-05 +2023-08-07 23:52:02 transreid.train INFO: Epoch[2] Iter[80/227] Loss: 9.190, Acc: 0.001, Base Lr: 4.36e-05 +2023-08-07 23:52:04 transreid.train INFO: Epoch[2] Iter[100/227] Loss: 9.054, Acc: 0.002, Base Lr: 4.36e-05 +2023-08-07 23:52:06 transreid.train INFO: Epoch[2] Iter[120/227] Loss: 8.921, Acc: 0.002, Base Lr: 4.36e-05 +2023-08-07 23:52:07 transreid.train INFO: Epoch[2] Iter[140/227] Loss: 8.824, Acc: 0.002, Base Lr: 4.36e-05 +2023-08-07 23:52:09 transreid.train INFO: Epoch[2] Iter[160/227] Loss: 8.727, Acc: 0.003, Base Lr: 4.36e-05 +2023-08-07 23:52:11 transreid.train INFO: Epoch[2] Iter[180/227] Loss: 8.654, Acc: 0.003, Base Lr: 4.36e-05 +2023-08-07 23:52:12 transreid.train INFO: Epoch[2] Iter[200/227] Loss: 8.590, Acc: 0.005, Base Lr: 4.36e-05 +2023-08-07 23:52:14 transreid.train INFO: Epoch 2 done. Time per epoch: 19.053[s] Speed: 712.1[samples/s] +2023-08-07 23:52:16 transreid.train INFO: Epoch[3] Iter[20/227] Loss: 7.805, Acc: 0.012, Base Lr: 6.34e-05 +2023-08-07 23:52:18 transreid.train INFO: Epoch[3] Iter[40/227] Loss: 7.762, Acc: 0.016, Base Lr: 6.34e-05 +2023-08-07 23:52:20 transreid.train INFO: Epoch[3] Iter[60/227] Loss: 7.742, Acc: 0.018, Base Lr: 6.34e-05 +2023-08-07 23:52:21 transreid.train INFO: Epoch[3] Iter[80/227] Loss: 7.718, Acc: 0.020, Base Lr: 6.34e-05 +2023-08-07 23:52:23 transreid.train INFO: Epoch[3] Iter[100/227] Loss: 7.686, Acc: 0.023, Base Lr: 6.34e-05 +2023-08-07 23:52:25 transreid.train INFO: Epoch[3] Iter[120/227] Loss: 7.671, Acc: 0.026, Base Lr: 6.34e-05 +2023-08-07 23:52:27 transreid.train INFO: Epoch[3] Iter[140/227] Loss: 7.661, Acc: 0.029, Base Lr: 6.34e-05 +2023-08-07 23:52:28 transreid.train INFO: Epoch[3] Iter[160/227] Loss: 7.640, Acc: 0.033, Base Lr: 6.34e-05 +2023-08-07 23:52:30 transreid.train INFO: Epoch[3] Iter[180/227] Loss: 7.615, Acc: 0.038, Base Lr: 6.34e-05 +2023-08-07 23:52:32 transreid.train INFO: Epoch[3] Iter[200/227] Loss: 7.603, Acc: 0.052, Base Lr: 6.34e-05 +2023-08-07 23:52:33 transreid.train INFO: Epoch 3 done. Time per epoch: 19.272[s] Speed: 700.7[samples/s] +2023-08-07 23:52:35 transreid.train INFO: Epoch[4] Iter[20/227] Loss: 7.344, Acc: 0.066, Base Lr: 8.32e-05 +2023-08-07 23:52:37 transreid.train INFO: Epoch[4] Iter[40/227] Loss: 7.377, Acc: 0.072, Base Lr: 8.32e-05 +2023-08-07 23:52:39 transreid.train INFO: Epoch[4] Iter[60/227] Loss: 7.357, Acc: 0.082, Base Lr: 8.32e-05 +2023-08-07 23:52:40 transreid.train INFO: Epoch[4] Iter[80/227] Loss: 7.368, Acc: 0.087, Base Lr: 8.32e-05 +2023-08-07 23:52:42 transreid.train INFO: Epoch[4] Iter[100/227] Loss: 7.363, Acc: 0.093, Base Lr: 8.32e-05 +2023-08-07 23:52:44 transreid.train INFO: Epoch[4] Iter[120/227] Loss: 7.339, Acc: 0.101, Base Lr: 8.32e-05 +2023-08-07 23:52:46 transreid.train INFO: Epoch[4] Iter[140/227] Loss: 7.319, Acc: 0.106, Base Lr: 8.32e-05 +2023-08-07 23:52:47 transreid.train INFO: Epoch[4] Iter[160/227] Loss: 7.314, Acc: 0.114, Base Lr: 8.32e-05 +2023-08-07 23:52:49 transreid.train INFO: Epoch[4] Iter[180/227] Loss: 7.308, Acc: 0.126, Base Lr: 8.32e-05 +2023-08-07 23:52:51 transreid.train INFO: Epoch[4] Iter[200/227] Loss: 7.294, Acc: 0.151, Base Lr: 8.32e-05 +2023-08-07 23:52:52 transreid.train INFO: Epoch 4 done. Time per epoch: 18.922[s] Speed: 717.0[samples/s] +2023-08-07 23:52:54 transreid.train INFO: Epoch[5] Iter[20/227] Loss: 7.165, Acc: 0.115, Base Lr: 1.03e-04 +2023-08-07 23:52:56 transreid.train INFO: Epoch[5] Iter[40/227] Loss: 7.175, Acc: 0.121, Base Lr: 1.03e-04 +2023-08-07 23:52:58 transreid.train INFO: Epoch[5] Iter[60/227] Loss: 7.171, Acc: 0.124, Base Lr: 1.03e-04 +2023-08-07 23:52:59 transreid.train INFO: Epoch[5] Iter[80/227] Loss: 7.163, Acc: 0.124, Base Lr: 1.03e-04 +2023-08-07 23:53:01 transreid.train INFO: Epoch[5] Iter[100/227] Loss: 7.142, Acc: 0.128, Base Lr: 1.03e-04 +2023-08-07 23:53:03 transreid.train INFO: Epoch[5] Iter[120/227] Loss: 7.141, Acc: 0.134, Base Lr: 1.03e-04 +2023-08-07 23:53:05 transreid.train INFO: Epoch[5] Iter[140/227] Loss: 7.137, Acc: 0.138, Base Lr: 1.03e-04 +2023-08-07 23:53:06 transreid.train INFO: Epoch[5] Iter[160/227] Loss: 7.140, Acc: 0.148, Base Lr: 1.03e-04 +2023-08-07 23:53:08 transreid.train INFO: Epoch[5] Iter[180/227] Loss: 7.131, Acc: 0.164, Base Lr: 1.03e-04 +2023-08-07 23:53:10 transreid.train INFO: Epoch[5] Iter[200/227] Loss: 7.127, Acc: 0.191, Base Lr: 1.03e-04 +2023-08-07 23:53:11 transreid.train INFO: Epoch 5 done. Time per epoch: 19.084[s] Speed: 707.6[samples/s] +2023-08-07 23:53:14 transreid.train INFO: Epoch[6] Iter[20/227] Loss: 7.024, Acc: 0.109, Base Lr: 1.23e-04 +2023-08-07 23:53:15 transreid.train INFO: Epoch[6] Iter[40/227] Loss: 7.049, Acc: 0.106, Base Lr: 1.23e-04 +2023-08-07 23:53:17 transreid.train INFO: Epoch[6] Iter[60/227] Loss: 7.034, Acc: 0.116, Base Lr: 1.23e-04 +2023-08-07 23:53:19 transreid.train INFO: Epoch[6] Iter[80/227] Loss: 7.040, Acc: 0.127, Base Lr: 1.23e-04 +2023-08-07 23:53:21 transreid.train INFO: Epoch[6] Iter[100/227] Loss: 7.029, Acc: 0.137, Base Lr: 1.23e-04 +2023-08-07 23:53:22 transreid.train INFO: Epoch[6] Iter[120/227] Loss: 7.032, Acc: 0.144, Base Lr: 1.23e-04 +2023-08-07 23:53:24 transreid.train INFO: Epoch[6] Iter[140/227] Loss: 7.029, Acc: 0.152, Base Lr: 1.23e-04 +2023-08-07 23:53:26 transreid.train INFO: Epoch[6] Iter[160/227] Loss: 7.020, Acc: 0.162, Base Lr: 1.23e-04 +2023-08-07 23:53:27 transreid.train INFO: Epoch[6] Iter[180/227] Loss: 7.000, Acc: 0.177, Base Lr: 1.23e-04 +2023-08-07 23:53:29 transreid.train INFO: Epoch[6] Iter[200/227] Loss: 6.982, Acc: 0.205, Base Lr: 1.23e-04 +2023-08-07 23:53:30 transreid.train INFO: Epoch 6 done. Time per epoch: 19.243[s] Speed: 701.8[samples/s] +2023-08-07 23:53:33 transreid.train INFO: Epoch[7] Iter[20/227] Loss: 6.971, Acc: 0.107, Base Lr: 1.43e-04 +2023-08-07 23:53:34 transreid.train INFO: Epoch[7] Iter[40/227] Loss: 6.957, Acc: 0.112, Base Lr: 1.43e-04 +2023-08-07 23:53:36 transreid.train INFO: Epoch[7] Iter[60/227] Loss: 6.934, Acc: 0.134, Base Lr: 1.43e-04 +2023-08-07 23:53:38 transreid.train INFO: Epoch[7] Iter[80/227] Loss: 6.918, Acc: 0.137, Base Lr: 1.43e-04 +2023-08-07 23:53:39 transreid.train INFO: Epoch[7] Iter[100/227] Loss: 6.901, Acc: 0.142, Base Lr: 1.43e-04 +2023-08-07 23:53:41 transreid.train INFO: Epoch[7] Iter[120/227] Loss: 6.889, Acc: 0.154, Base Lr: 1.43e-04 +2023-08-07 23:53:43 transreid.train INFO: Epoch[7] Iter[140/227] Loss: 6.887, Acc: 0.166, Base Lr: 1.43e-04 +2023-08-07 23:53:44 transreid.train INFO: Epoch[7] Iter[160/227] Loss: 6.881, Acc: 0.175, Base Lr: 1.43e-04 +2023-08-07 23:53:46 transreid.train INFO: Epoch[7] Iter[180/227] Loss: 6.869, Acc: 0.196, Base Lr: 1.43e-04 +2023-08-07 23:53:48 transreid.train INFO: Epoch[7] Iter[200/227] Loss: 6.854, Acc: 0.223, Base Lr: 1.43e-04 +2023-08-07 23:53:49 transreid.train INFO: Epoch 7 done. Time per epoch: 18.652[s] Speed: 727.4[samples/s] +2023-08-07 23:53:51 transreid.train INFO: Epoch[8] Iter[20/227] Loss: 6.789, Acc: 0.130, Base Lr: 1.62e-04 +2023-08-07 23:53:53 transreid.train INFO: Epoch[8] Iter[40/227] Loss: 6.757, Acc: 0.127, Base Lr: 1.62e-04 +2023-08-07 23:53:55 transreid.train INFO: Epoch[8] Iter[60/227] Loss: 6.776, Acc: 0.128, Base Lr: 1.62e-04 +2023-08-07 23:53:57 transreid.train INFO: Epoch[8] Iter[80/227] Loss: 6.783, Acc: 0.135, Base Lr: 1.62e-04 +2023-08-07 23:53:58 transreid.train INFO: Epoch[8] Iter[100/227] Loss: 6.774, Acc: 0.139, Base Lr: 1.62e-04 +2023-08-07 23:54:00 transreid.train INFO: Epoch[8] Iter[120/227] Loss: 6.751, Acc: 0.149, Base Lr: 1.62e-04 +2023-08-07 23:54:02 transreid.train INFO: Epoch[8] Iter[140/227] Loss: 6.737, Acc: 0.163, Base Lr: 1.62e-04 +2023-08-07 23:54:04 transreid.train INFO: Epoch[8] Iter[160/227] Loss: 6.727, Acc: 0.171, Base Lr: 1.62e-04 +2023-08-07 23:54:06 transreid.train INFO: Epoch[8] Iter[180/227] Loss: 6.719, Acc: 0.182, Base Lr: 1.62e-04 +2023-08-07 23:54:07 transreid.train INFO: Epoch[8] Iter[200/227] Loss: 6.695, Acc: 0.210, Base Lr: 1.62e-04 +2023-08-07 23:54:08 transreid.train INFO: Epoch 8 done. Time per epoch: 19.597[s] Speed: 692.3[samples/s] +2023-08-07 23:54:11 transreid.train INFO: Epoch[9] Iter[20/227] Loss: 6.671, Acc: 0.141, Base Lr: 1.82e-04 +2023-08-07 23:54:13 transreid.train INFO: Epoch[9] Iter[40/227] Loss: 6.642, Acc: 0.144, Base Lr: 1.82e-04 +2023-08-07 23:54:14 transreid.train INFO: Epoch[9] Iter[60/227] Loss: 6.639, Acc: 0.134, Base Lr: 1.82e-04 +2023-08-07 23:54:16 transreid.train INFO: Epoch[9] Iter[80/227] Loss: 6.621, Acc: 0.142, Base Lr: 1.82e-04 +2023-08-07 23:54:18 transreid.train INFO: Epoch[9] Iter[100/227] Loss: 6.627, Acc: 0.150, Base Lr: 1.82e-04 +2023-08-07 23:54:20 transreid.train INFO: Epoch[9] Iter[120/227] Loss: 6.627, Acc: 0.154, Base Lr: 1.82e-04 +2023-08-07 23:54:21 transreid.train INFO: Epoch[9] Iter[140/227] Loss: 6.611, Acc: 0.160, Base Lr: 1.82e-04 +2023-08-07 23:54:23 transreid.train INFO: Epoch[9] Iter[160/227] Loss: 6.600, Acc: 0.169, Base Lr: 1.82e-04 +2023-08-07 23:54:25 transreid.train INFO: Epoch[9] Iter[180/227] Loss: 6.572, Acc: 0.187, Base Lr: 1.82e-04 +2023-08-07 23:54:26 transreid.train INFO: Epoch[9] Iter[200/227] Loss: 6.549, Acc: 0.211, Base Lr: 1.82e-04 +2023-08-07 23:54:27 transreid.train INFO: Epoch 9 done. Time per epoch: 19.121[s] Speed: 709.6[samples/s] +2023-08-07 23:54:30 transreid.train INFO: Epoch[10] Iter[20/227] Loss: 6.574, Acc: 0.127, Base Lr: 2.02e-04 +2023-08-07 23:54:32 transreid.train INFO: Epoch[10] Iter[40/227] Loss: 6.540, Acc: 0.141, Base Lr: 2.02e-04 +2023-08-07 23:54:33 transreid.train INFO: Epoch[10] Iter[60/227] Loss: 6.504, Acc: 0.148, Base Lr: 2.02e-04 +2023-08-07 23:54:35 transreid.train INFO: Epoch[10] Iter[80/227] Loss: 6.475, Acc: 0.153, Base Lr: 2.02e-04 +2023-08-07 23:54:37 transreid.train INFO: Epoch[10] Iter[100/227] Loss: 6.464, Acc: 0.158, Base Lr: 2.02e-04 +2023-08-07 23:54:38 transreid.train INFO: Epoch[10] Iter[120/227] Loss: 6.461, Acc: 0.161, Base Lr: 2.02e-04 +2023-08-07 23:54:40 transreid.train INFO: Epoch[10] Iter[140/227] Loss: 6.439, Acc: 0.174, Base Lr: 2.02e-04 +2023-08-07 23:54:42 transreid.train INFO: Epoch[10] Iter[160/227] Loss: 6.427, Acc: 0.187, Base Lr: 2.02e-04 +2023-08-07 23:54:44 transreid.train INFO: Epoch[10] Iter[180/227] Loss: 6.409, Acc: 0.197, Base Lr: 2.02e-04 +2023-08-07 23:54:45 transreid.train INFO: Epoch[10] Iter[200/227] Loss: 6.389, Acc: 0.216, Base Lr: 2.02e-04 +2023-08-07 23:54:46 transreid.train INFO: Epoch 10 done. Time per epoch: 18.752[s] Speed: 720.2[samples/s] +2023-08-07 23:54:49 transreid.train INFO: Epoch[11] Iter[20/227] Loss: 6.385, Acc: 0.120, Base Lr: 2.22e-04 +2023-08-07 23:54:50 transreid.train INFO: Epoch[11] Iter[40/227] Loss: 6.347, Acc: 0.147, Base Lr: 2.22e-04 +2023-08-07 23:54:52 transreid.train INFO: Epoch[11] Iter[60/227] Loss: 6.330, Acc: 0.141, Base Lr: 2.22e-04 +2023-08-07 23:54:54 transreid.train INFO: Epoch[11] Iter[80/227] Loss: 6.339, Acc: 0.141, Base Lr: 2.22e-04 +2023-08-07 23:54:56 transreid.train INFO: Epoch[11] Iter[100/227] Loss: 6.317, Acc: 0.153, Base Lr: 2.22e-04 +2023-08-07 23:54:57 transreid.train INFO: Epoch[11] Iter[120/227] Loss: 6.309, Acc: 0.161, Base Lr: 2.22e-04 +2023-08-07 23:54:59 transreid.train INFO: Epoch[11] Iter[140/227] Loss: 6.285, Acc: 0.169, Base Lr: 2.22e-04 +2023-08-07 23:55:01 transreid.train INFO: Epoch[11] Iter[160/227] Loss: 6.272, Acc: 0.175, Base Lr: 2.22e-04 +2023-08-07 23:55:02 transreid.train INFO: Epoch[11] Iter[180/227] Loss: 6.250, Acc: 0.188, Base Lr: 2.22e-04 +2023-08-07 23:55:04 transreid.train INFO: Epoch[11] Iter[200/227] Loss: 6.202, Acc: 0.217, Base Lr: 2.22e-04 +2023-08-07 23:55:05 transreid.train INFO: Epoch 11 done. Time per epoch: 18.914[s] Speed: 714.0[samples/s] +2023-08-07 23:55:08 transreid.train INFO: Epoch[12] Iter[20/227] Loss: 6.242, Acc: 0.120, Base Lr: 2.42e-04 +2023-08-07 23:55:09 transreid.train INFO: Epoch[12] Iter[40/227] Loss: 6.229, Acc: 0.132, Base Lr: 2.42e-04 +2023-08-07 23:55:11 transreid.train INFO: Epoch[12] Iter[60/227] Loss: 6.200, Acc: 0.141, Base Lr: 2.42e-04 +2023-08-07 23:55:13 transreid.train INFO: Epoch[12] Iter[80/227] Loss: 6.175, Acc: 0.146, Base Lr: 2.42e-04 +2023-08-07 23:55:14 transreid.train INFO: Epoch[12] Iter[100/227] Loss: 6.175, Acc: 0.144, Base Lr: 2.42e-04 +2023-08-07 23:55:16 transreid.train INFO: Epoch[12] Iter[120/227] Loss: 6.153, Acc: 0.159, Base Lr: 2.42e-04 +2023-08-07 23:55:17 transreid.train INFO: Epoch[12] Iter[140/227] Loss: 6.129, Acc: 0.167, Base Lr: 2.42e-04 +2023-08-07 23:55:19 transreid.train INFO: Epoch[12] Iter[160/227] Loss: 6.107, Acc: 0.178, Base Lr: 2.42e-04 +2023-08-07 23:55:21 transreid.train INFO: Epoch[12] Iter[180/227] Loss: 6.072, Acc: 0.191, Base Lr: 2.42e-04 +2023-08-07 23:55:23 transreid.train INFO: Epoch[12] Iter[200/227] Loss: 6.014, Acc: 0.220, Base Lr: 2.42e-04 +2023-08-07 23:55:24 transreid.train INFO: Epoch 12 done. Time per epoch: 18.438[s] Speed: 732.4[samples/s] +2023-08-07 23:55:26 transreid.train INFO: Epoch[13] Iter[20/227] Loss: 6.087, Acc: 0.132, Base Lr: 2.61e-04 +2023-08-07 23:55:28 transreid.train INFO: Epoch[13] Iter[40/227] Loss: 6.041, Acc: 0.139, Base Lr: 2.61e-04 +2023-08-07 23:55:29 transreid.train INFO: Epoch[13] Iter[60/227] Loss: 6.010, Acc: 0.141, Base Lr: 2.61e-04 +2023-08-07 23:55:31 transreid.train INFO: Epoch[13] Iter[80/227] Loss: 6.011, Acc: 0.140, Base Lr: 2.61e-04 +2023-08-07 23:55:33 transreid.train INFO: Epoch[13] Iter[100/227] Loss: 6.003, Acc: 0.150, Base Lr: 2.61e-04 +2023-08-07 23:55:34 transreid.train INFO: Epoch[13] Iter[120/227] Loss: 5.979, Acc: 0.156, Base Lr: 2.61e-04 +2023-08-07 23:55:36 transreid.train INFO: Epoch[13] Iter[140/227] Loss: 5.949, Acc: 0.166, Base Lr: 2.61e-04 +2023-08-07 23:55:38 transreid.train INFO: Epoch[13] Iter[160/227] Loss: 5.914, Acc: 0.177, Base Lr: 2.61e-04 +2023-08-07 23:55:39 transreid.train INFO: Epoch[13] Iter[180/227] Loss: 5.865, Acc: 0.192, Base Lr: 2.61e-04 +2023-08-07 23:55:41 transreid.train INFO: Epoch[13] Iter[200/227] Loss: 5.814, Acc: 0.218, Base Lr: 2.61e-04 +2023-08-07 23:55:42 transreid.train INFO: Epoch 13 done. Time per epoch: 18.337[s] Speed: 739.9[samples/s] +2023-08-07 23:55:44 transreid.train INFO: Epoch[14] Iter[20/227] Loss: 5.880, Acc: 0.122, Base Lr: 2.81e-04 +2023-08-07 23:55:46 transreid.train INFO: Epoch[14] Iter[40/227] Loss: 5.884, Acc: 0.119, Base Lr: 2.81e-04 +2023-08-07 23:55:48 transreid.train INFO: Epoch[14] Iter[60/227] Loss: 5.885, Acc: 0.116, Base Lr: 2.81e-04 +2023-08-07 23:55:50 transreid.train INFO: Epoch[14] Iter[80/227] Loss: 5.842, Acc: 0.129, Base Lr: 2.81e-04 +2023-08-07 23:55:51 transreid.train INFO: Epoch[14] Iter[100/227] Loss: 5.816, Acc: 0.138, Base Lr: 2.81e-04 +2023-08-07 23:55:53 transreid.train INFO: Epoch[14] Iter[120/227] Loss: 5.805, Acc: 0.143, Base Lr: 2.81e-04 +2023-08-07 23:55:55 transreid.train INFO: Epoch[14] Iter[140/227] Loss: 5.779, Acc: 0.154, Base Lr: 2.81e-04 +2023-08-07 23:55:56 transreid.train INFO: Epoch[14] Iter[160/227] Loss: 5.742, Acc: 0.172, Base Lr: 2.81e-04 +2023-08-07 23:55:58 transreid.train INFO: Epoch[14] Iter[180/227] Loss: 5.692, Acc: 0.192, Base Lr: 2.81e-04 +2023-08-07 23:55:59 transreid.train INFO: Epoch[14] Iter[200/227] Loss: 5.616, Acc: 0.219, Base Lr: 2.81e-04 +2023-08-07 23:56:00 transreid.train INFO: Epoch 14 done. Time per epoch: 18.569[s] Speed: 727.3[samples/s] +2023-08-07 23:56:03 transreid.train INFO: Epoch[15] Iter[20/227] Loss: 5.694, Acc: 0.142, Base Lr: 3.01e-04 +2023-08-07 23:56:05 transreid.train INFO: Epoch[15] Iter[40/227] Loss: 5.658, Acc: 0.133, Base Lr: 3.01e-04 +2023-08-07 23:56:06 transreid.train INFO: Epoch[15] Iter[60/227] Loss: 5.654, Acc: 0.138, Base Lr: 3.01e-04 +2023-08-07 23:56:08 transreid.train INFO: Epoch[15] Iter[80/227] Loss: 5.641, Acc: 0.143, Base Lr: 3.01e-04 +2023-08-07 23:56:10 transreid.train INFO: Epoch[15] Iter[100/227] Loss: 5.621, Acc: 0.150, Base Lr: 3.01e-04 +2023-08-07 23:56:11 transreid.train INFO: Epoch[15] Iter[120/227] Loss: 5.595, Acc: 0.156, Base Lr: 3.01e-04 +2023-08-07 23:56:13 transreid.train INFO: Epoch[15] Iter[140/227] Loss: 5.563, Acc: 0.166, Base Lr: 3.01e-04 +2023-08-07 23:56:15 transreid.train INFO: Epoch[15] Iter[160/227] Loss: 5.530, Acc: 0.180, Base Lr: 3.01e-04 +2023-08-07 23:56:17 transreid.train INFO: Epoch[15] Iter[180/227] Loss: 5.483, Acc: 0.196, Base Lr: 3.01e-04 +2023-08-07 23:56:18 transreid.train INFO: Epoch[15] Iter[200/227] Loss: 5.391, Acc: 0.229, Base Lr: 3.01e-04 +2023-08-07 23:56:19 transreid.train INFO: Epoch 15 done. 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Time per epoch: 19.004[s] Speed: 710.6[samples/s] +2023-08-07 23:56:41 transreid.train INFO: Epoch[17] Iter[20/227] Loss: 5.411, Acc: 0.123, Base Lr: 3.41e-04 +2023-08-07 23:56:43 transreid.train INFO: Epoch[17] Iter[40/227] Loss: 5.341, Acc: 0.154, Base Lr: 3.41e-04 +2023-08-07 23:56:44 transreid.train INFO: Epoch[17] Iter[60/227] Loss: 5.294, Acc: 0.171, Base Lr: 3.41e-04 +2023-08-07 23:56:46 transreid.train INFO: Epoch[17] Iter[80/227] Loss: 5.268, Acc: 0.176, Base Lr: 3.41e-04 +2023-08-07 23:56:47 transreid.train INFO: Epoch[17] Iter[100/227] Loss: 5.253, Acc: 0.178, Base Lr: 3.41e-04 +2023-08-07 23:56:49 transreid.train INFO: Epoch[17] Iter[120/227] Loss: 5.220, Acc: 0.187, Base Lr: 3.41e-04 +2023-08-07 23:56:51 transreid.train INFO: Epoch[17] Iter[140/227] Loss: 5.193, Acc: 0.192, Base Lr: 3.41e-04 +2023-08-07 23:56:52 transreid.train INFO: Epoch[17] Iter[160/227] Loss: 5.144, Acc: 0.208, Base Lr: 3.41e-04 +2023-08-07 23:56:54 transreid.train INFO: Epoch[17] Iter[180/227] Loss: 5.082, Acc: 0.229, Base Lr: 3.41e-04 +2023-08-07 23:56:56 transreid.train INFO: Epoch[17] Iter[200/227] Loss: 4.971, Acc: 0.263, Base Lr: 3.41e-04 +2023-08-07 23:56:57 transreid.train INFO: Epoch 17 done. 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Time per epoch: 18.533[s] Speed: 732.1[samples/s] +2023-08-08 00:27:30 transreid.train INFO: Epoch[116] Iter[20/227] Loss: 0.508, Acc: 0.967, Base Lr: 1.89e-06 +2023-08-08 00:27:32 transreid.train INFO: Epoch[116] Iter[40/227] Loss: 0.449, Acc: 0.977, Base Lr: 1.89e-06 +2023-08-08 00:27:33 transreid.train INFO: Epoch[116] Iter[60/227] Loss: 0.431, Acc: 0.980, Base Lr: 1.89e-06 +2023-08-08 00:27:35 transreid.train INFO: Epoch[116] Iter[80/227] Loss: 0.437, Acc: 0.979, Base Lr: 1.89e-06 +2023-08-08 00:27:37 transreid.train INFO: Epoch[116] Iter[100/227] Loss: 0.426, Acc: 0.981, Base Lr: 1.89e-06 +2023-08-08 00:27:39 transreid.train INFO: Epoch[116] Iter[120/227] Loss: 0.417, Acc: 0.982, Base Lr: 1.89e-06 +2023-08-08 00:27:40 transreid.train INFO: Epoch[116] Iter[140/227] Loss: 0.403, Acc: 0.982, Base Lr: 1.89e-06 +2023-08-08 00:27:42 transreid.train INFO: Epoch[116] Iter[160/227] Loss: 0.389, Acc: 0.984, Base Lr: 1.89e-06 +2023-08-08 00:27:43 transreid.train INFO: Epoch[116] Iter[180/227] Loss: 0.373, Acc: 0.984, Base Lr: 1.89e-06 +2023-08-08 00:27:45 transreid.train INFO: Epoch[116] Iter[200/227] Loss: 0.353, Acc: 0.985, Base Lr: 1.89e-06 +2023-08-08 00:27:46 transreid.train INFO: Epoch 116 done. Time per epoch: 18.639[s] Speed: 731.4[samples/s] +2023-08-08 00:27:49 transreid.train INFO: Epoch[117] Iter[20/227] Loss: 0.449, Acc: 0.977, Base Lr: 1.42e-06 +2023-08-08 00:27:50 transreid.train INFO: Epoch[117] Iter[40/227] Loss: 0.467, Acc: 0.974, Base Lr: 1.42e-06 +2023-08-08 00:27:52 transreid.train INFO: Epoch[117] Iter[60/227] Loss: 0.447, Acc: 0.979, Base Lr: 1.42e-06 +2023-08-08 00:27:54 transreid.train INFO: Epoch[117] Iter[80/227] Loss: 0.437, Acc: 0.981, Base Lr: 1.42e-06 +2023-08-08 00:27:55 transreid.train INFO: Epoch[117] Iter[100/227] Loss: 0.430, Acc: 0.983, Base Lr: 1.42e-06 +2023-08-08 00:27:57 transreid.train INFO: Epoch[117] Iter[120/227] Loss: 0.424, Acc: 0.982, Base Lr: 1.42e-06 +2023-08-08 00:27:59 transreid.train INFO: Epoch[117] Iter[140/227] Loss: 0.410, Acc: 0.983, Base Lr: 1.42e-06 +2023-08-08 00:28:01 transreid.train INFO: Epoch[117] Iter[160/227] Loss: 0.396, Acc: 0.984, Base Lr: 1.42e-06 +2023-08-08 00:28:02 transreid.train INFO: Epoch[117] Iter[180/227] Loss: 0.386, Acc: 0.985, Base Lr: 1.42e-06 +2023-08-08 00:28:04 transreid.train INFO: Epoch[117] Iter[200/227] Loss: 0.367, Acc: 0.986, Base Lr: 1.42e-06 +2023-08-08 00:28:05 transreid.train INFO: Epoch 117 done. Time per epoch: 18.726[s] Speed: 728.0[samples/s] +2023-08-08 00:28:08 transreid.train INFO: Epoch[118] Iter[20/227] Loss: 0.441, Acc: 0.981, Base Lr: 1.07e-06 +2023-08-08 00:28:09 transreid.train INFO: Epoch[118] Iter[40/227] Loss: 0.453, Acc: 0.981, Base Lr: 1.07e-06 +2023-08-08 00:28:11 transreid.train INFO: Epoch[118] Iter[60/227] Loss: 0.433, Acc: 0.981, Base Lr: 1.07e-06 +2023-08-08 00:28:13 transreid.train INFO: Epoch[118] Iter[80/227] Loss: 0.428, Acc: 0.980, Base Lr: 1.07e-06 +2023-08-08 00:28:14 transreid.train INFO: Epoch[118] Iter[100/227] Loss: 0.417, Acc: 0.981, Base Lr: 1.07e-06 +2023-08-08 00:28:16 transreid.train INFO: Epoch[118] Iter[120/227] Loss: 0.412, Acc: 0.982, Base Lr: 1.07e-06 +2023-08-08 00:28:18 transreid.train INFO: Epoch[118] Iter[140/227] Loss: 0.399, Acc: 0.982, Base Lr: 1.07e-06 +2023-08-08 00:28:19 transreid.train INFO: Epoch[118] Iter[160/227] Loss: 0.386, Acc: 0.983, Base Lr: 1.07e-06 +2023-08-08 00:28:21 transreid.train INFO: Epoch[118] Iter[180/227] Loss: 0.370, Acc: 0.984, Base Lr: 1.07e-06 +2023-08-08 00:28:23 transreid.train INFO: Epoch[118] Iter[200/227] Loss: 0.354, Acc: 0.985, Base Lr: 1.07e-06 +2023-08-08 00:28:24 transreid.train INFO: Epoch 118 done. Time per epoch: 18.878[s] Speed: 722.1[samples/s] +2023-08-08 00:28:26 transreid.train INFO: Epoch[119] Iter[20/227] Loss: 0.462, Acc: 0.977, Base Lr: 8.68e-07 +2023-08-08 00:28:28 transreid.train INFO: Epoch[119] Iter[40/227] Loss: 0.460, Acc: 0.976, Base Lr: 8.68e-07 +2023-08-08 00:28:30 transreid.train INFO: Epoch[119] Iter[60/227] Loss: 0.439, Acc: 0.980, Base Lr: 8.68e-07 +2023-08-08 00:28:31 transreid.train INFO: Epoch[119] Iter[80/227] Loss: 0.421, Acc: 0.981, Base Lr: 8.68e-07 +2023-08-08 00:28:33 transreid.train INFO: Epoch[119] Iter[100/227] Loss: 0.411, Acc: 0.982, Base Lr: 8.68e-07 +2023-08-08 00:28:35 transreid.train INFO: Epoch[119] Iter[120/227] Loss: 0.403, Acc: 0.983, Base Lr: 8.68e-07 +2023-08-08 00:28:37 transreid.train INFO: Epoch[119] Iter[140/227] Loss: 0.393, Acc: 0.983, Base Lr: 8.68e-07 +2023-08-08 00:28:38 transreid.train INFO: Epoch[119] Iter[160/227] Loss: 0.379, Acc: 0.984, Base Lr: 8.68e-07 +2023-08-08 00:28:40 transreid.train INFO: Epoch[119] Iter[180/227] Loss: 0.368, Acc: 0.984, Base Lr: 8.68e-07 +2023-08-08 00:28:42 transreid.train INFO: Epoch[119] Iter[200/227] Loss: 0.350, Acc: 0.986, Base Lr: 8.68e-07 +2023-08-08 00:28:43 transreid.train INFO: Epoch 119 done. Time per epoch: 19.225[s] Speed: 705.8[samples/s] +2023-08-08 00:28:46 transreid.train INFO: Epoch[120] Iter[20/227] Loss: 0.464, Acc: 0.976, Base Lr: 8.00e-07 +2023-08-08 00:28:47 transreid.train INFO: Epoch[120] Iter[40/227] Loss: 0.445, Acc: 0.975, Base Lr: 8.00e-07 +2023-08-08 00:28:49 transreid.train INFO: Epoch[120] Iter[60/227] Loss: 0.442, Acc: 0.979, Base Lr: 8.00e-07 +2023-08-08 00:28:51 transreid.train INFO: Epoch[120] Iter[80/227] Loss: 0.448, Acc: 0.977, Base Lr: 8.00e-07 +2023-08-08 00:28:52 transreid.train INFO: Epoch[120] Iter[100/227] Loss: 0.444, Acc: 0.978, Base Lr: 8.00e-07 +2023-08-08 00:28:54 transreid.train INFO: Epoch[120] Iter[120/227] Loss: 0.426, Acc: 0.980, Base Lr: 8.00e-07 +2023-08-08 00:28:56 transreid.train INFO: Epoch[120] Iter[140/227] Loss: 0.407, Acc: 0.982, Base Lr: 8.00e-07 +2023-08-08 00:28:57 transreid.train INFO: Epoch[120] Iter[160/227] Loss: 0.393, Acc: 0.983, Base Lr: 8.00e-07 +2023-08-08 00:28:59 transreid.train INFO: Epoch[120] Iter[180/227] Loss: 0.378, Acc: 0.984, Base Lr: 8.00e-07 +2023-08-08 00:29:00 transreid.train INFO: Epoch[120] Iter[200/227] Loss: 0.361, Acc: 0.985, Base Lr: 8.00e-07 +2023-08-08 00:29:01 transreid.train INFO: Epoch 120 done. Time per epoch: 18.379[s] Speed: 738.2[samples/s] +2023-08-08 00:29:20 transreid.train INFO: Validation Results - Epoch: 120 +2023-08-08 00:29:20 transreid.train INFO: mAP: 65.2% +2023-08-08 00:29:20 transreid.train INFO: CMC curve, Rank-1 :73.2% +2023-08-08 00:29:20 transreid.train INFO: CMC curve, Rank-5 :84.3% +2023-08-08 00:29:20 transreid.train INFO: CMC curve, Rank-10 :87.6%