diff --git "a/duke.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220/train_log.txt" "b/duke.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220/train_log.txt"
new file mode 100755--- /dev/null
+++ "b/duke.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220/train_log.txt"
@@ -0,0 +1,1647 @@
+2023-08-07 21:13:25 transreid INFO: Namespace(config_file='configs/dukemtmc/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/duke.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220', 'MODEL.PRETRAIN_HW_RATIO', '2'])
+2023-08-07 21:13:25 transreid INFO: Saving model in the path :logs/duke.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220
+2023-08-07 21:13:25 transreid INFO: Loaded configuration file configs/dukemtmc/vit_small.yml
+2023-08-07 21:13:25 transreid INFO: Running with config:
+DATALOADER:
+  NUM_INSTANCE: 4
+  NUM_WORKERS: 8
+  REMOVE_TAIL: 0
+  SAMPLER: softmax_triplet
+DATASETS:
+  NAMES: dukemtmc
+  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/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 21:13:25 transreid.check INFO: Dataset statistics:
+2023-08-07 21:13:25 transreid.check INFO:   ----------------------------------------
+2023-08-07 21:13:25 transreid.check INFO:   subset   | # ids | # images | # cameras
+2023-08-07 21:13:25 transreid.check INFO:   ----------------------------------------
+2023-08-07 21:13:25 transreid.check INFO:   train    |   702 |    16522 |         8
+2023-08-07 21:13:25 transreid.check INFO:   query    |   702 |     2228 |         8
+2023-08-07 21:13:25 transreid.check INFO:   gallery  |  1110 |    17661 |         8
+2023-08-07 21:13:25 transreid.check INFO:   ----------------------------------------
+2023-08-07 23:11:41 transreid INFO: Namespace(config_file='configs/dukemtmc/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/duke.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220', 'MODEL.PRETRAIN_HW_RATIO', '2'])
+2023-08-07 23:11:41 transreid INFO: Saving model in the path :logs/duke.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0220
+2023-08-07 23:11:41 transreid INFO: Loaded configuration file configs/dukemtmc/vit_small.yml
+2023-08-07 23:11:41 transreid INFO: Running with config:
+DATALOADER:
+  NUM_INSTANCE: 4
+  NUM_WORKERS: 8
+  REMOVE_TAIL: 0
+  SAMPLER: softmax_triplet
+DATASETS:
+  NAMES: dukemtmc
+  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/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 23:11:41 transreid.check INFO: Dataset statistics:
+2023-08-07 23:11:41 transreid.check INFO:   ----------------------------------------
+2023-08-07 23:11:41 transreid.check INFO:   subset   | # ids | # images | # cameras
+2023-08-07 23:11:41 transreid.check INFO:   ----------------------------------------
+2023-08-07 23:11:41 transreid.check INFO:   train    |   702 |    16522 |         8
+2023-08-07 23:11:41 transreid.check INFO:   query    |   702 |     2228 |         8
+2023-08-07 23:11:41 transreid.check INFO:   gallery  |  1110 |    17661 |         8
+2023-08-07 23:11:41 transreid.check INFO:   ----------------------------------------
+2023-08-07 23:11:47 transreid INFO: ===========using cosine learning rate=======
+2023-08-07 23:11:47 transreid.train INFO: start training
+2023-08-07 23:11:50 transreid.train INFO: Epoch[1] Iter[20/241] Loss: 18.251, Acc: 0.004, Base Lr: 2.38e-05
+2023-08-07 23:11:51 transreid.train INFO: Epoch[1] Iter[40/241] Loss: 17.841, Acc: 0.002, Base Lr: 2.38e-05
+2023-08-07 23:11:53 transreid.train INFO: Epoch[1] Iter[60/241] Loss: 17.116, Acc: 0.002, Base Lr: 2.38e-05
+2023-08-07 23:11:55 transreid.train INFO: Epoch[1] Iter[80/241] Loss: 16.469, Acc: 0.002, Base Lr: 2.38e-05
+2023-08-07 23:11:56 transreid.train INFO: Epoch[1] Iter[100/241] Loss: 15.782, Acc: 0.002, Base Lr: 2.38e-05
+2023-08-07 23:11:58 transreid.train INFO: Epoch[1] Iter[120/241] Loss: 15.202, Acc: 0.002, Base Lr: 2.38e-05
+2023-08-07 23:12:00 transreid.train INFO: Epoch[1] Iter[140/241] Loss: 14.689, Acc: 0.002, Base Lr: 2.38e-05
+2023-08-07 23:12:01 transreid.train INFO: Epoch[1] Iter[160/241] Loss: 14.278, Acc: 0.002, Base Lr: 2.38e-05
+2023-08-07 23:12:03 transreid.train INFO: Epoch[1] Iter[180/241] Loss: 13.931, Acc: 0.002, Base Lr: 2.38e-05
+2023-08-07 23:12:05 transreid.train INFO: Epoch[1] Iter[200/241] Loss: 13.629, Acc: 0.002, Base Lr: 2.38e-05
+2023-08-07 23:12:06 transreid.train INFO: Epoch[1] Iter[220/241] Loss: 13.332, Acc: 0.002, Base Lr: 2.38e-05
+2023-08-07 23:12:07 transreid.train INFO: Epoch 1 done. Time per epoch: 20.252[s] Speed: 717.4[samples/s]
+2023-08-07 23:12:10 transreid.train INFO: Epoch[2] Iter[20/241] Loss: 10.002, Acc: 0.002, Base Lr: 4.36e-05
+2023-08-07 23:12:11 transreid.train INFO: Epoch[2] Iter[40/241] Loss: 9.629, Acc: 0.001, Base Lr: 4.36e-05
+2023-08-07 23:12:13 transreid.train INFO: Epoch[2] Iter[60/241] Loss: 9.376, Acc: 0.001, Base Lr: 4.36e-05
+2023-08-07 23:12:15 transreid.train INFO: Epoch[2] Iter[80/241] Loss: 9.216, Acc: 0.001, Base Lr: 4.36e-05
+2023-08-07 23:12:16 transreid.train INFO: Epoch[2] Iter[100/241] Loss: 9.072, Acc: 0.002, Base Lr: 4.36e-05
+2023-08-07 23:12:18 transreid.train INFO: Epoch[2] Iter[120/241] Loss: 8.964, Acc: 0.002, Base Lr: 4.36e-05
+2023-08-07 23:12:20 transreid.train INFO: Epoch[2] Iter[140/241] Loss: 8.862, Acc: 0.002, Base Lr: 4.36e-05
+2023-08-07 23:12:21 transreid.train INFO: Epoch[2] Iter[160/241] Loss: 8.787, Acc: 0.002, Base Lr: 4.36e-05
+2023-08-07 23:12:23 transreid.train INFO: Epoch[2] Iter[180/241] Loss: 8.708, Acc: 0.003, Base Lr: 4.36e-05
+2023-08-07 23:12:25 transreid.train INFO: Epoch[2] Iter[200/241] Loss: 8.631, Acc: 0.003, Base Lr: 4.36e-05
+2023-08-07 23:12:26 transreid.train INFO: Epoch[2] Iter[220/241] Loss: 8.574, Acc: 0.005, Base Lr: 4.36e-05
+2023-08-07 23:12:27 transreid.train INFO: Epoch 2 done. Time per epoch: 19.890[s] Speed: 730.4[samples/s]
+2023-08-07 23:12:29 transreid.train INFO: Epoch[3] Iter[20/241] Loss: 7.825, Acc: 0.012, Base Lr: 6.34e-05
+2023-08-07 23:12:31 transreid.train INFO: Epoch[3] Iter[40/241] Loss: 7.762, Acc: 0.023, Base Lr: 6.34e-05
+2023-08-07 23:12:33 transreid.train INFO: Epoch[3] Iter[60/241] Loss: 7.731, Acc: 0.020, Base Lr: 6.34e-05
+2023-08-07 23:12:34 transreid.train INFO: Epoch[3] Iter[80/241] Loss: 7.722, Acc: 0.021, Base Lr: 6.34e-05
+2023-08-07 23:12:36 transreid.train INFO: Epoch[3] Iter[100/241] Loss: 7.711, Acc: 0.024, Base Lr: 6.34e-05
+2023-08-07 23:12:38 transreid.train INFO: Epoch[3] Iter[120/241] Loss: 7.693, Acc: 0.026, Base Lr: 6.34e-05
+2023-08-07 23:12:39 transreid.train INFO: Epoch[3] Iter[140/241] Loss: 7.667, Acc: 0.029, Base Lr: 6.34e-05
+2023-08-07 23:12:41 transreid.train INFO: Epoch[3] Iter[160/241] Loss: 7.647, Acc: 0.034, Base Lr: 6.34e-05
+2023-08-07 23:12:43 transreid.train INFO: Epoch[3] Iter[180/241] Loss: 7.628, Acc: 0.039, Base Lr: 6.34e-05
+2023-08-07 23:12:44 transreid.train INFO: Epoch[3] Iter[200/241] Loss: 7.617, Acc: 0.048, Base Lr: 6.34e-05
+2023-08-07 23:12:46 transreid.train INFO: Epoch[3] Iter[220/241] Loss: 7.606, Acc: 0.066, Base Lr: 6.34e-05
+2023-08-07 23:12:47 transreid.train INFO: Epoch 3 done. Time per epoch: 19.678[s] Speed: 735.0[samples/s]
+2023-08-07 23:12:49 transreid.train INFO: Epoch[4] Iter[20/241] Loss: 7.396, Acc: 0.062, Base Lr: 8.32e-05
+2023-08-07 23:12:51 transreid.train INFO: Epoch[4] Iter[40/241] Loss: 7.381, Acc: 0.070, Base Lr: 8.32e-05
+2023-08-07 23:12:53 transreid.train INFO: Epoch[4] Iter[60/241] Loss: 7.380, Acc: 0.082, Base Lr: 8.32e-05
+2023-08-07 23:12:54 transreid.train INFO: Epoch[4] Iter[80/241] Loss: 7.376, Acc: 0.081, Base Lr: 8.32e-05
+2023-08-07 23:12:56 transreid.train INFO: Epoch[4] Iter[100/241] Loss: 7.366, Acc: 0.088, Base Lr: 8.32e-05
+2023-08-07 23:12:58 transreid.train INFO: Epoch[4] Iter[120/241] Loss: 7.349, Acc: 0.093, Base Lr: 8.32e-05
+2023-08-07 23:12:59 transreid.train INFO: Epoch[4] Iter[140/241] Loss: 7.347, Acc: 0.103, Base Lr: 8.32e-05
+2023-08-07 23:13:01 transreid.train INFO: Epoch[4] Iter[160/241] Loss: 7.357, Acc: 0.112, Base Lr: 8.32e-05
+2023-08-07 23:13:02 transreid.train INFO: Epoch[4] Iter[180/241] Loss: 7.343, Acc: 0.120, Base Lr: 8.32e-05
+2023-08-07 23:13:04 transreid.train INFO: Epoch[4] Iter[200/241] Loss: 7.334, Acc: 0.136, Base Lr: 8.32e-05
+2023-08-07 23:13:06 transreid.train INFO: Epoch[4] Iter[220/241] Loss: 7.319, Acc: 0.167, Base Lr: 8.32e-05
+2023-08-07 23:13:06 transreid.train INFO: Epoch 4 done. Time per epoch: 19.608[s] Speed: 734.4[samples/s]
+2023-08-07 23:13:09 transreid.train INFO: Epoch[5] Iter[20/241] Loss: 7.271, Acc: 0.127, Base Lr: 1.03e-04
+2023-08-07 23:13:10 transreid.train INFO: Epoch[5] Iter[40/241] Loss: 7.254, Acc: 0.124, Base Lr: 1.03e-04
+2023-08-07 23:13:12 transreid.train INFO: Epoch[5] Iter[60/241] Loss: 7.239, Acc: 0.122, Base Lr: 1.03e-04
+2023-08-07 23:13:14 transreid.train INFO: Epoch[5] Iter[80/241] Loss: 7.232, Acc: 0.122, Base Lr: 1.03e-04
+2023-08-07 23:13:15 transreid.train INFO: Epoch[5] Iter[100/241] Loss: 7.223, Acc: 0.123, Base Lr: 1.03e-04
+2023-08-07 23:13:17 transreid.train INFO: Epoch[5] Iter[120/241] Loss: 7.211, Acc: 0.132, Base Lr: 1.03e-04
+2023-08-07 23:13:19 transreid.train INFO: Epoch[5] Iter[140/241] Loss: 7.206, Acc: 0.142, Base Lr: 1.03e-04
+2023-08-07 23:13:20 transreid.train INFO: Epoch[5] Iter[160/241] Loss: 7.196, Acc: 0.155, Base Lr: 1.03e-04
+2023-08-07 23:13:22 transreid.train INFO: Epoch[5] Iter[180/241] Loss: 7.187, Acc: 0.165, Base Lr: 1.03e-04
+2023-08-07 23:13:24 transreid.train INFO: Epoch[5] Iter[200/241] Loss: 7.179, Acc: 0.183, Base Lr: 1.03e-04
+2023-08-07 23:13:25 transreid.train INFO: Epoch[5] Iter[220/241] Loss: 7.174, Acc: 0.216, Base Lr: 1.03e-04
+2023-08-07 23:13:26 transreid.train INFO: Epoch 5 done. Time per epoch: 19.788[s] Speed: 731.0[samples/s]
+2023-08-07 23:13:28 transreid.train INFO: Epoch[6] Iter[20/241] Loss: 7.083, Acc: 0.144, Base Lr: 1.23e-04
+2023-08-07 23:13:30 transreid.train INFO: Epoch[6] Iter[40/241] Loss: 7.063, Acc: 0.149, Base Lr: 1.23e-04
+2023-08-07 23:13:32 transreid.train INFO: Epoch[6] Iter[60/241] Loss: 7.067, Acc: 0.146, Base Lr: 1.23e-04
+2023-08-07 23:13:34 transreid.train INFO: Epoch[6] Iter[80/241] Loss: 7.055, Acc: 0.151, Base Lr: 1.23e-04
+2023-08-07 23:13:35 transreid.train INFO: Epoch[6] Iter[100/241] Loss: 7.046, Acc: 0.151, Base Lr: 1.23e-04
+2023-08-07 23:13:37 transreid.train INFO: Epoch[6] Iter[120/241] Loss: 7.048, Acc: 0.161, Base Lr: 1.23e-04
+2023-08-07 23:13:39 transreid.train INFO: Epoch[6] Iter[140/241] Loss: 7.035, Acc: 0.166, Base Lr: 1.23e-04
+2023-08-07 23:13:40 transreid.train INFO: Epoch[6] Iter[160/241] Loss: 7.026, Acc: 0.178, Base Lr: 1.23e-04
+2023-08-07 23:13:42 transreid.train INFO: Epoch[6] Iter[180/241] Loss: 7.023, Acc: 0.186, Base Lr: 1.23e-04
+2023-08-07 23:13:44 transreid.train INFO: Epoch[6] Iter[200/241] Loss: 7.017, Acc: 0.202, Base Lr: 1.23e-04
+2023-08-07 23:13:45 transreid.train INFO: Epoch[6] Iter[220/241] Loss: 7.007, Acc: 0.230, Base Lr: 1.23e-04
+2023-08-07 23:13:46 transreid.train INFO: Epoch 6 done. Time per epoch: 20.029[s] Speed: 719.0[samples/s]
+2023-08-07 23:13:49 transreid.train INFO: Epoch[7] Iter[20/241] Loss: 6.911, Acc: 0.155, Base Lr: 1.43e-04
+2023-08-07 23:13:50 transreid.train INFO: Epoch[7] Iter[40/241] Loss: 6.916, Acc: 0.136, Base Lr: 1.43e-04
+2023-08-07 23:13:52 transreid.train INFO: Epoch[7] Iter[60/241] Loss: 6.930, Acc: 0.143, Base Lr: 1.43e-04
+2023-08-07 23:13:54 transreid.train INFO: Epoch[7] Iter[80/241] Loss: 6.921, Acc: 0.148, Base Lr: 1.43e-04
+2023-08-07 23:13:55 transreid.train INFO: Epoch[7] Iter[100/241] Loss: 6.917, Acc: 0.153, Base Lr: 1.43e-04
+2023-08-07 23:13:57 transreid.train INFO: Epoch[7] Iter[120/241] Loss: 6.919, Acc: 0.157, Base Lr: 1.43e-04
+2023-08-07 23:13:59 transreid.train INFO: Epoch[7] Iter[140/241] Loss: 6.914, Acc: 0.171, Base Lr: 1.43e-04
+2023-08-07 23:14:00 transreid.train INFO: Epoch[7] Iter[160/241] Loss: 6.906, Acc: 0.181, Base Lr: 1.43e-04
+2023-08-07 23:14:02 transreid.train INFO: Epoch[7] Iter[180/241] Loss: 6.894, Acc: 0.195, Base Lr: 1.43e-04
+2023-08-07 23:14:04 transreid.train INFO: Epoch[7] Iter[200/241] Loss: 6.882, Acc: 0.214, Base Lr: 1.43e-04
+2023-08-07 23:14:05 transreid.train INFO: Epoch[7] Iter[220/241] Loss: 6.866, Acc: 0.243, Base Lr: 1.43e-04
+2023-08-07 23:14:06 transreid.train INFO: Epoch 7 done. Time per epoch: 19.829[s] Speed: 726.2[samples/s]
+2023-08-07 23:14:08 transreid.train INFO: Epoch[8] Iter[20/241] Loss: 6.809, Acc: 0.143, Base Lr: 1.62e-04
+2023-08-07 23:14:10 transreid.train INFO: Epoch[8] Iter[40/241] Loss: 6.812, Acc: 0.150, Base Lr: 1.62e-04
+2023-08-07 23:14:12 transreid.train INFO: Epoch[8] Iter[60/241] Loss: 6.778, Acc: 0.146, Base Lr: 1.62e-04
+2023-08-07 23:14:13 transreid.train INFO: Epoch[8] Iter[80/241] Loss: 6.766, Acc: 0.156, Base Lr: 1.62e-04
+2023-08-07 23:14:15 transreid.train INFO: Epoch[8] Iter[100/241] Loss: 6.768, Acc: 0.163, Base Lr: 1.62e-04
+2023-08-07 23:14:17 transreid.train INFO: Epoch[8] Iter[120/241] Loss: 6.769, Acc: 0.171, Base Lr: 1.62e-04
+2023-08-07 23:14:18 transreid.train INFO: Epoch[8] Iter[140/241] Loss: 6.757, Acc: 0.181, Base Lr: 1.62e-04
+2023-08-07 23:14:20 transreid.train INFO: Epoch[8] Iter[160/241] Loss: 6.739, Acc: 0.191, Base Lr: 1.62e-04
+2023-08-07 23:14:22 transreid.train INFO: Epoch[8] Iter[180/241] Loss: 6.729, Acc: 0.205, Base Lr: 1.62e-04
+2023-08-07 23:14:23 transreid.train INFO: Epoch[8] Iter[200/241] Loss: 6.720, Acc: 0.220, Base Lr: 1.62e-04
+2023-08-07 23:14:25 transreid.train INFO: Epoch[8] Iter[220/241] Loss: 6.703, Acc: 0.249, Base Lr: 1.62e-04
+2023-08-07 23:14:26 transreid.train INFO: Epoch 8 done. Time per epoch: 19.745[s] Speed: 732.5[samples/s]
+2023-08-07 23:14:28 transreid.train INFO: Epoch[9] Iter[20/241] Loss: 6.745, Acc: 0.112, Base Lr: 1.82e-04
+2023-08-07 23:14:30 transreid.train INFO: Epoch[9] Iter[40/241] Loss: 6.695, Acc: 0.129, Base Lr: 1.82e-04
+2023-08-07 23:14:31 transreid.train INFO: Epoch[9] Iter[60/241] Loss: 6.665, Acc: 0.130, Base Lr: 1.82e-04
+2023-08-07 23:14:33 transreid.train INFO: Epoch[9] Iter[80/241] Loss: 6.651, Acc: 0.135, Base Lr: 1.82e-04
+2023-08-07 23:14:35 transreid.train INFO: Epoch[9] Iter[100/241] Loss: 6.645, Acc: 0.145, Base Lr: 1.82e-04
+2023-08-07 23:14:36 transreid.train INFO: Epoch[9] Iter[120/241] Loss: 6.630, Acc: 0.160, Base Lr: 1.82e-04
+2023-08-07 23:14:38 transreid.train INFO: Epoch[9] Iter[140/241] Loss: 6.618, Acc: 0.170, Base Lr: 1.82e-04
+2023-08-07 23:14:40 transreid.train INFO: Epoch[9] Iter[160/241] Loss: 6.613, Acc: 0.181, Base Lr: 1.82e-04
+2023-08-07 23:14:41 transreid.train INFO: Epoch[9] Iter[180/241] Loss: 6.598, Acc: 0.196, Base Lr: 1.82e-04
+2023-08-07 23:14:43 transreid.train INFO: Epoch[9] Iter[200/241] Loss: 6.582, Acc: 0.216, Base Lr: 1.82e-04
+2023-08-07 23:14:45 transreid.train INFO: Epoch[9] Iter[220/241] Loss: 6.551, Acc: 0.247, Base Lr: 1.82e-04
+2023-08-07 23:14:45 transreid.train INFO: Epoch 9 done. Time per epoch: 19.570[s] Speed: 739.1[samples/s]
+2023-08-07 23:14:48 transreid.train INFO: Epoch[10] Iter[20/241] Loss: 6.477, Acc: 0.145, Base Lr: 2.02e-04
+2023-08-07 23:14:49 transreid.train INFO: Epoch[10] Iter[40/241] Loss: 6.522, Acc: 0.131, Base Lr: 2.02e-04
+2023-08-07 23:14:51 transreid.train INFO: Epoch[10] Iter[60/241] Loss: 6.522, Acc: 0.140, Base Lr: 2.02e-04
+2023-08-07 23:14:53 transreid.train INFO: Epoch[10] Iter[80/241] Loss: 6.512, Acc: 0.153, Base Lr: 2.02e-04
+2023-08-07 23:14:54 transreid.train INFO: Epoch[10] Iter[100/241] Loss: 6.507, Acc: 0.154, Base Lr: 2.02e-04
+2023-08-07 23:14:56 transreid.train INFO: Epoch[10] Iter[120/241] Loss: 6.492, Acc: 0.157, Base Lr: 2.02e-04
+2023-08-07 23:14:58 transreid.train INFO: Epoch[10] Iter[140/241] Loss: 6.479, Acc: 0.166, Base Lr: 2.02e-04
+2023-08-07 23:15:00 transreid.train INFO: Epoch[10] Iter[160/241] Loss: 6.465, Acc: 0.176, Base Lr: 2.02e-04
+2023-08-07 23:15:01 transreid.train INFO: Epoch[10] Iter[180/241] Loss: 6.447, Acc: 0.188, Base Lr: 2.02e-04
+2023-08-07 23:15:03 transreid.train INFO: Epoch[10] Iter[200/241] Loss: 6.420, Acc: 0.209, Base Lr: 2.02e-04
+2023-08-07 23:15:04 transreid.train INFO: Epoch[10] Iter[220/241] Loss: 6.372, Acc: 0.239, Base Lr: 2.02e-04
+2023-08-07 23:15:05 transreid.train INFO: Epoch 10 done. Time per epoch: 19.862[s] Speed: 725.0[samples/s]
+2023-08-07 23:15:08 transreid.train INFO: Epoch[11] Iter[20/241] Loss: 6.330, Acc: 0.151, Base Lr: 2.22e-04
+2023-08-07 23:15:09 transreid.train INFO: Epoch[11] Iter[40/241] Loss: 6.364, Acc: 0.147, Base Lr: 2.22e-04
+2023-08-07 23:15:11 transreid.train INFO: Epoch[11] Iter[60/241] Loss: 6.358, Acc: 0.149, Base Lr: 2.22e-04
+2023-08-07 23:15:13 transreid.train INFO: Epoch[11] Iter[80/241] Loss: 6.338, Acc: 0.148, Base Lr: 2.22e-04
+2023-08-07 23:15:14 transreid.train INFO: Epoch[11] Iter[100/241] Loss: 6.327, Acc: 0.156, Base Lr: 2.22e-04
+2023-08-07 23:15:16 transreid.train INFO: Epoch[11] Iter[120/241] Loss: 6.334, Acc: 0.157, Base Lr: 2.22e-04
+2023-08-07 23:15:18 transreid.train INFO: Epoch[11] Iter[140/241] Loss: 6.332, Acc: 0.164, Base Lr: 2.22e-04
+2023-08-07 23:15:19 transreid.train INFO: Epoch[11] Iter[160/241] Loss: 6.312, Acc: 0.175, Base Lr: 2.22e-04
+2023-08-07 23:15:21 transreid.train INFO: Epoch[11] Iter[180/241] Loss: 6.285, Acc: 0.190, Base Lr: 2.22e-04
+2023-08-07 23:15:23 transreid.train INFO: Epoch[11] Iter[200/241] Loss: 6.252, Acc: 0.207, Base Lr: 2.22e-04
+2023-08-07 23:15:24 transreid.train INFO: Epoch[11] Iter[220/241] Loss: 6.202, Acc: 0.239, Base Lr: 2.22e-04
+2023-08-07 23:15:25 transreid.train INFO: Epoch 11 done. Time per epoch: 19.843[s] Speed: 735.4[samples/s]
+2023-08-07 23:15:27 transreid.train INFO: Epoch[12] Iter[20/241] Loss: 6.204, Acc: 0.159, Base Lr: 2.42e-04
+2023-08-07 23:15:29 transreid.train INFO: Epoch[12] Iter[40/241] Loss: 6.205, Acc: 0.154, Base Lr: 2.42e-04
+2023-08-07 23:15:31 transreid.train INFO: Epoch[12] Iter[60/241] Loss: 6.206, Acc: 0.146, Base Lr: 2.42e-04
+2023-08-07 23:15:32 transreid.train INFO: Epoch[12] Iter[80/241] Loss: 6.218, Acc: 0.145, Base Lr: 2.42e-04
+2023-08-07 23:15:34 transreid.train INFO: Epoch[12] Iter[100/241] Loss: 6.199, Acc: 0.154, Base Lr: 2.42e-04
+2023-08-07 23:15:36 transreid.train INFO: Epoch[12] Iter[120/241] Loss: 6.175, Acc: 0.161, Base Lr: 2.42e-04
+2023-08-07 23:15:37 transreid.train INFO: Epoch[12] Iter[140/241] Loss: 6.155, Acc: 0.172, Base Lr: 2.42e-04
+2023-08-07 23:15:39 transreid.train INFO: Epoch[12] Iter[160/241] Loss: 6.128, Acc: 0.181, Base Lr: 2.42e-04
+2023-08-07 23:15:41 transreid.train INFO: Epoch[12] Iter[180/241] Loss: 6.102, Acc: 0.186, Base Lr: 2.42e-04
+2023-08-07 23:15:42 transreid.train INFO: Epoch[12] Iter[200/241] Loss: 6.066, Acc: 0.197, Base Lr: 2.42e-04
+2023-08-07 23:15:44 transreid.train INFO: Epoch[12] Iter[220/241] Loss: 6.000, Acc: 0.228, Base Lr: 2.42e-04
+2023-08-07 23:15:45 transreid.train INFO: Epoch 12 done. Time per epoch: 19.662[s] Speed: 732.4[samples/s]
+2023-08-07 23:15:47 transreid.train INFO: Epoch[13] Iter[20/241] Loss: 6.057, Acc: 0.148, Base Lr: 2.61e-04
+2023-08-07 23:15:49 transreid.train INFO: Epoch[13] Iter[40/241] Loss: 6.025, Acc: 0.143, Base Lr: 2.61e-04
+2023-08-07 23:15:50 transreid.train INFO: Epoch[13] Iter[60/241] Loss: 6.004, Acc: 0.136, Base Lr: 2.61e-04
+2023-08-07 23:15:52 transreid.train INFO: Epoch[13] Iter[80/241] Loss: 6.023, Acc: 0.133, Base Lr: 2.61e-04
+2023-08-07 23:15:54 transreid.train INFO: Epoch[13] Iter[100/241] Loss: 6.005, Acc: 0.140, Base Lr: 2.61e-04
+2023-08-07 23:15:56 transreid.train INFO: Epoch[13] Iter[120/241] Loss: 5.982, Acc: 0.146, Base Lr: 2.61e-04
+2023-08-07 23:15:58 transreid.train INFO: Epoch[13] Iter[140/241] Loss: 5.959, Acc: 0.152, Base Lr: 2.61e-04
+2023-08-07 23:15:59 transreid.train INFO: Epoch[13] Iter[160/241] Loss: 5.932, Acc: 0.164, Base Lr: 2.61e-04
+2023-08-07 23:16:01 transreid.train INFO: Epoch[13] Iter[180/241] Loss: 5.898, Acc: 0.180, Base Lr: 2.61e-04
+2023-08-07 23:16:03 transreid.train INFO: Epoch[13] Iter[200/241] Loss: 5.863, Acc: 0.197, Base Lr: 2.61e-04
+2023-08-07 23:16:05 transreid.train INFO: Epoch[13] Iter[220/241] Loss: 5.785, Acc: 0.234, Base Lr: 2.61e-04
+2023-08-07 23:16:05 transreid.train INFO: Epoch 13 done. Time per epoch: 20.440[s] Speed: 701.4[samples/s]
+2023-08-07 23:16:07 transreid.train INFO: Epoch[14] Iter[20/241] Loss: 5.816, Acc: 0.169, Base Lr: 2.81e-04
+2023-08-07 23:16:09 transreid.train INFO: Epoch[14] Iter[40/241] Loss: 5.807, Acc: 0.162, Base Lr: 2.81e-04
+2023-08-07 23:16:11 transreid.train INFO: Epoch[14] Iter[60/241] Loss: 5.779, Acc: 0.157, Base Lr: 2.81e-04
+2023-08-07 23:16:13 transreid.train INFO: Epoch[14] Iter[80/241] Loss: 5.784, Acc: 0.159, Base Lr: 2.81e-04
+2023-08-07 23:16:14 transreid.train INFO: Epoch[14] Iter[100/241] Loss: 5.797, Acc: 0.161, Base Lr: 2.81e-04
+2023-08-07 23:16:16 transreid.train INFO: Epoch[14] Iter[120/241] Loss: 5.774, Acc: 0.169, Base Lr: 2.81e-04
+2023-08-07 23:16:17 transreid.train INFO: Epoch[14] Iter[140/241] Loss: 5.745, Acc: 0.181, Base Lr: 2.81e-04
+2023-08-07 23:16:19 transreid.train INFO: Epoch[14] Iter[160/241] Loss: 5.723, Acc: 0.188, Base Lr: 2.81e-04
+2023-08-07 23:16:21 transreid.train INFO: Epoch[14] Iter[180/241] Loss: 5.691, Acc: 0.198, Base Lr: 2.81e-04
+2023-08-07 23:16:22 transreid.train INFO: Epoch[14] Iter[200/241] Loss: 5.654, Acc: 0.214, Base Lr: 2.81e-04
+2023-08-07 23:16:24 transreid.train INFO: Epoch[14] Iter[220/241] Loss: 5.570, Acc: 0.245, Base Lr: 2.81e-04
+2023-08-07 23:16:24 transreid.train INFO: Epoch 14 done. Time per epoch: 19.537[s] Speed: 743.6[samples/s]
+2023-08-07 23:16:27 transreid.train INFO: Epoch[15] Iter[20/241] Loss: 5.636, Acc: 0.177, Base Lr: 3.01e-04
+2023-08-07 23:16:29 transreid.train INFO: Epoch[15] Iter[40/241] Loss: 5.627, Acc: 0.174, Base Lr: 3.01e-04
+2023-08-07 23:16:30 transreid.train INFO: Epoch[15] Iter[60/241] Loss: 5.603, Acc: 0.161, Base Lr: 3.01e-04
+2023-08-07 23:16:32 transreid.train INFO: Epoch[15] Iter[80/241] Loss: 5.612, Acc: 0.167, Base Lr: 3.01e-04
+2023-08-07 23:16:34 transreid.train INFO: Epoch[15] Iter[100/241] Loss: 5.597, Acc: 0.170, Base Lr: 3.01e-04
+2023-08-07 23:16:35 transreid.train INFO: Epoch[15] Iter[120/241] Loss: 5.584, Acc: 0.177, Base Lr: 3.01e-04
+2023-08-07 23:16:37 transreid.train INFO: Epoch[15] Iter[140/241] Loss: 5.558, Acc: 0.182, Base Lr: 3.01e-04
+2023-08-07 23:16:39 transreid.train INFO: Epoch[15] Iter[160/241] Loss: 5.525, Acc: 0.188, Base Lr: 3.01e-04
+2023-08-07 23:16:40 transreid.train INFO: Epoch[15] Iter[180/241] Loss: 5.490, Acc: 0.200, Base Lr: 3.01e-04
+2023-08-07 23:16:42 transreid.train INFO: Epoch[15] Iter[200/241] Loss: 5.433, Acc: 0.218, Base Lr: 3.01e-04
+2023-08-07 23:16:44 transreid.train INFO: Epoch[15] Iter[220/241] Loss: 5.336, Acc: 0.251, Base Lr: 3.01e-04
+2023-08-07 23:16:44 transreid.train INFO: Epoch 15 done. Time per epoch: 19.909[s] Speed: 729.7[samples/s]
+2023-08-07 23:16:47 transreid.train INFO: Epoch[16] Iter[20/241] Loss: 5.541, Acc: 0.138, Base Lr: 3.21e-04
+2023-08-07 23:16:49 transreid.train INFO: Epoch[16] Iter[40/241] Loss: 5.452, Acc: 0.152, Base Lr: 3.21e-04
+2023-08-07 23:16:50 transreid.train INFO: Epoch[16] Iter[60/241] Loss: 5.439, Acc: 0.153, Base Lr: 3.21e-04
+2023-08-07 23:16:52 transreid.train INFO: Epoch[16] Iter[80/241] Loss: 5.428, Acc: 0.160, Base Lr: 3.21e-04
+2023-08-07 23:16:54 transreid.train INFO: Epoch[16] Iter[100/241] Loss: 5.433, Acc: 0.162, Base Lr: 3.21e-04
+2023-08-07 23:16:55 transreid.train INFO: Epoch[16] Iter[120/241] Loss: 5.405, Acc: 0.171, Base Lr: 3.21e-04
+2023-08-07 23:16:57 transreid.train INFO: Epoch[16] Iter[140/241] Loss: 5.364, Acc: 0.183, Base Lr: 3.21e-04
+2023-08-07 23:16:59 transreid.train INFO: Epoch[16] Iter[160/241] Loss: 5.336, Acc: 0.198, Base Lr: 3.21e-04
+2023-08-07 23:17:00 transreid.train INFO: Epoch[16] Iter[180/241] Loss: 5.290, Acc: 0.209, Base Lr: 3.21e-04
+2023-08-07 23:17:02 transreid.train INFO: Epoch[16] Iter[200/241] Loss: 5.232, Acc: 0.229, Base Lr: 3.21e-04
+2023-08-07 23:17:04 transreid.train INFO: Epoch[16] Iter[220/241] Loss: 5.100, Acc: 0.266, Base Lr: 3.21e-04
+2023-08-07 23:17:05 transreid.train INFO: Epoch 16 done. Time per epoch: 20.123[s] Speed: 722.0[samples/s]
+2023-08-07 23:17:07 transreid.train INFO: Epoch[17] Iter[20/241] Loss: 5.284, Acc: 0.163, Base Lr: 3.41e-04
+2023-08-07 23:17:09 transreid.train INFO: Epoch[17] Iter[40/241] Loss: 5.222, Acc: 0.176, Base Lr: 3.41e-04
+2023-08-07 23:17:10 transreid.train INFO: Epoch[17] Iter[60/241] Loss: 5.252, Acc: 0.176, Base Lr: 3.41e-04
+2023-08-07 23:17:12 transreid.train INFO: Epoch[17] Iter[80/241] Loss: 5.241, Acc: 0.177, Base Lr: 3.41e-04
+2023-08-07 23:17:14 transreid.train INFO: Epoch[17] Iter[100/241] Loss: 5.210, Acc: 0.182, Base Lr: 3.41e-04
+2023-08-07 23:17:16 transreid.train INFO: Epoch[17] Iter[120/241] Loss: 5.191, Acc: 0.188, Base Lr: 3.41e-04
+2023-08-07 23:17:17 transreid.train INFO: Epoch[17] Iter[140/241] Loss: 5.155, Acc: 0.199, Base Lr: 3.41e-04
+2023-08-07 23:17:19 transreid.train INFO: Epoch[17] Iter[160/241] Loss: 5.087, Acc: 0.218, Base Lr: 3.41e-04
+2023-08-07 23:17:21 transreid.train INFO: Epoch[17] Iter[180/241] Loss: 5.037, Acc: 0.234, Base Lr: 3.41e-04
+2023-08-07 23:17:22 transreid.train INFO: Epoch[17] Iter[200/241] Loss: 4.955, Acc: 0.260, Base Lr: 3.41e-04
+2023-08-07 23:17:24 transreid.train INFO: Epoch[17] Iter[220/241] Loss: 4.840, Acc: 0.290, Base Lr: 3.41e-04
+2023-08-07 23:17:24 transreid.train INFO: Epoch 17 done. Time per epoch: 19.872[s] Speed: 727.9[samples/s]
+2023-08-07 23:17:27 transreid.train INFO: Epoch[18] Iter[20/241] Loss: 5.059, Acc: 0.200, Base Lr: 3.60e-04
+2023-08-07 23:17:29 transreid.train INFO: Epoch[18] Iter[40/241] Loss: 5.041, Acc: 0.193, Base Lr: 3.60e-04
+2023-08-07 23:17:30 transreid.train INFO: Epoch[18] Iter[60/241] Loss: 5.066, Acc: 0.191, Base Lr: 3.60e-04
+2023-08-07 23:17:32 transreid.train INFO: Epoch[18] Iter[80/241] Loss: 5.090, Acc: 0.190, Base Lr: 3.60e-04
+2023-08-07 23:17:33 transreid.train INFO: Epoch[18] Iter[100/241] Loss: 5.022, Acc: 0.207, Base Lr: 3.60e-04
+2023-08-07 23:17:35 transreid.train INFO: Epoch[18] Iter[120/241] Loss: 4.985, Acc: 0.216, Base Lr: 3.60e-04
+2023-08-07 23:17:37 transreid.train INFO: Epoch[18] Iter[140/241] Loss: 4.947, Acc: 0.227, Base Lr: 3.60e-04
+2023-08-07 23:17:39 transreid.train INFO: Epoch[18] Iter[160/241] Loss: 4.895, Acc: 0.240, Base Lr: 3.60e-04
+2023-08-07 23:17:40 transreid.train INFO: Epoch[18] Iter[180/241] Loss: 4.849, Acc: 0.256, Base Lr: 3.60e-04
+2023-08-07 23:17:42 transreid.train INFO: Epoch[18] Iter[200/241] Loss: 4.760, Acc: 0.282, Base Lr: 3.60e-04
+2023-08-07 23:17:43 transreid.train INFO: Epoch[18] Iter[220/241] Loss: 4.640, Acc: 0.314, Base Lr: 3.60e-04
+2023-08-07 23:17:44 transreid.train INFO: Epoch 18 done. Time per epoch: 19.565[s] Speed: 739.3[samples/s]
+2023-08-07 23:17:46 transreid.train INFO: Epoch[19] Iter[20/241] Loss: 4.890, Acc: 0.205, Base Lr: 3.80e-04
+2023-08-07 23:17:48 transreid.train INFO: Epoch[19] Iter[40/241] Loss: 4.895, Acc: 0.201, Base Lr: 3.80e-04
+2023-08-07 23:17:50 transreid.train INFO: Epoch[19] Iter[60/241] Loss: 4.884, Acc: 0.211, Base Lr: 3.80e-04
+2023-08-07 23:17:51 transreid.train INFO: Epoch[19] Iter[80/241] Loss: 4.834, Acc: 0.221, Base Lr: 3.80e-04
+2023-08-07 23:17:53 transreid.train INFO: Epoch[19] Iter[100/241] Loss: 4.790, Acc: 0.234, Base Lr: 3.80e-04
+2023-08-07 23:17:55 transreid.train INFO: Epoch[19] Iter[120/241] Loss: 4.752, Acc: 0.248, Base Lr: 3.80e-04
+2023-08-07 23:17:57 transreid.train INFO: Epoch[19] Iter[140/241] Loss: 4.730, Acc: 0.259, Base Lr: 3.80e-04
+2023-08-07 23:17:58 transreid.train INFO: Epoch[19] Iter[160/241] Loss: 4.666, Acc: 0.278, Base Lr: 3.80e-04
+2023-08-07 23:18:00 transreid.train INFO: Epoch[19] Iter[180/241] Loss: 4.597, Acc: 0.296, Base Lr: 3.80e-04
+2023-08-07 23:18:02 transreid.train INFO: Epoch[19] Iter[200/241] Loss: 4.509, Acc: 0.319, Base Lr: 3.80e-04
+2023-08-07 23:18:03 transreid.train INFO: Epoch[19] Iter[220/241] Loss: 4.388, Acc: 0.351, Base Lr: 3.80e-04
+2023-08-07 23:18:04 transreid.train INFO: Epoch 19 done. Time per epoch: 19.951[s] Speed: 725.0[samples/s]
+2023-08-07 23:18:07 transreid.train INFO: Epoch[20] Iter[20/241] Loss: 4.720, Acc: 0.251, Base Lr: 3.73e-04
+2023-08-07 23:18:08 transreid.train INFO: Epoch[20] Iter[40/241] Loss: 4.628, Acc: 0.261, Base Lr: 3.73e-04
+2023-08-07 23:18:10 transreid.train INFO: Epoch[20] Iter[60/241] Loss: 4.648, Acc: 0.253, Base Lr: 3.73e-04
+2023-08-07 23:18:11 transreid.train INFO: Epoch[20] Iter[80/241] Loss: 4.625, Acc: 0.259, Base Lr: 3.73e-04
+2023-08-07 23:18:13 transreid.train INFO: Epoch[20] Iter[100/241] Loss: 4.596, Acc: 0.267, Base Lr: 3.73e-04
+2023-08-07 23:18:15 transreid.train INFO: Epoch[20] Iter[120/241] Loss: 4.539, Acc: 0.278, Base Lr: 3.73e-04
+2023-08-07 23:18:16 transreid.train INFO: Epoch[20] Iter[140/241] Loss: 4.501, Acc: 0.289, Base Lr: 3.73e-04
+2023-08-07 23:18:18 transreid.train INFO: Epoch[20] Iter[160/241] Loss: 4.449, Acc: 0.306, Base Lr: 3.73e-04
+2023-08-07 23:18:20 transreid.train INFO: Epoch[20] Iter[180/241] Loss: 4.379, Acc: 0.325, Base Lr: 3.73e-04
+2023-08-07 23:18:22 transreid.train INFO: Epoch[20] Iter[200/241] Loss: 4.286, Acc: 0.352, Base Lr: 3.73e-04
+2023-08-07 23:18:23 transreid.train INFO: Epoch[20] Iter[220/241] Loss: 4.161, Acc: 0.388, Base Lr: 3.73e-04
+2023-08-07 23:18:24 transreid.train INFO: Epoch 20 done. Time per epoch: 20.044[s] Speed: 715.2[samples/s]
+2023-08-07 23:18:27 transreid.train INFO: Epoch[21] Iter[20/241] Loss: 4.487, Acc: 0.295, Base Lr: 3.71e-04
+2023-08-07 23:18:28 transreid.train INFO: Epoch[21] Iter[40/241] Loss: 4.449, Acc: 0.293, Base Lr: 3.71e-04
+2023-08-07 23:18:30 transreid.train INFO: Epoch[21] Iter[60/241] Loss: 4.354, Acc: 0.316, Base Lr: 3.71e-04
+2023-08-07 23:18:32 transreid.train INFO: Epoch[21] Iter[80/241] Loss: 4.355, Acc: 0.314, Base Lr: 3.71e-04
+2023-08-07 23:18:33 transreid.train INFO: Epoch[21] Iter[100/241] Loss: 4.333, Acc: 0.315, Base Lr: 3.71e-04
+2023-08-07 23:18:35 transreid.train INFO: Epoch[21] Iter[120/241] Loss: 4.286, Acc: 0.324, Base Lr: 3.71e-04
+2023-08-07 23:18:37 transreid.train INFO: Epoch[21] Iter[140/241] Loss: 4.236, Acc: 0.340, Base Lr: 3.71e-04
+2023-08-07 23:18:38 transreid.train INFO: Epoch[21] Iter[160/241] Loss: 4.190, Acc: 0.355, Base Lr: 3.71e-04
+2023-08-07 23:18:40 transreid.train INFO: Epoch[21] Iter[180/241] Loss: 4.146, Acc: 0.369, Base Lr: 3.71e-04
+2023-08-07 23:18:42 transreid.train INFO: Epoch[21] Iter[200/241] Loss: 4.059, Acc: 0.395, Base Lr: 3.71e-04
+2023-08-07 23:18:43 transreid.train INFO: Epoch[21] Iter[220/241] Loss: 3.925, Acc: 0.430, Base Lr: 3.71e-04
+2023-08-07 23:18:44 transreid.train INFO: Epoch 21 done. Time per epoch: 19.796[s] Speed: 727.4[samples/s]
+2023-08-07 23:18:46 transreid.train INFO: Epoch[22] Iter[20/241] Loss: 4.311, Acc: 0.274, Base Lr: 3.68e-04
+2023-08-07 23:18:48 transreid.train INFO: Epoch[22] Iter[40/241] Loss: 4.250, Acc: 0.294, Base Lr: 3.68e-04
+2023-08-07 23:18:50 transreid.train INFO: Epoch[22] Iter[60/241] Loss: 4.250, Acc: 0.303, Base Lr: 3.68e-04
+2023-08-07 23:18:51 transreid.train INFO: Epoch[22] Iter[80/241] Loss: 4.165, Acc: 0.329, Base Lr: 3.68e-04
+2023-08-07 23:18:53 transreid.train INFO: Epoch[22] Iter[100/241] Loss: 4.133, Acc: 0.347, Base Lr: 3.68e-04
+2023-08-07 23:18:54 transreid.train INFO: Epoch[22] Iter[120/241] Loss: 4.085, Acc: 0.359, Base Lr: 3.68e-04
+2023-08-07 23:18:56 transreid.train INFO: Epoch[22] Iter[140/241] Loss: 4.043, Acc: 0.378, Base Lr: 3.68e-04
+2023-08-07 23:18:58 transreid.train INFO: Epoch[22] Iter[160/241] Loss: 4.001, Acc: 0.393, Base Lr: 3.68e-04
+2023-08-07 23:18:59 transreid.train INFO: Epoch[22] Iter[180/241] Loss: 3.919, Acc: 0.416, Base Lr: 3.68e-04
+2023-08-07 23:19:01 transreid.train INFO: Epoch[22] Iter[200/241] Loss: 3.839, Acc: 0.437, Base Lr: 3.68e-04
+2023-08-07 23:19:03 transreid.train INFO: Epoch[22] Iter[220/241] Loss: 3.701, Acc: 0.470, Base Lr: 3.68e-04
+2023-08-07 23:19:03 transreid.train INFO: Epoch 22 done. Time per epoch: 19.391[s] Speed: 745.9[samples/s]
+2023-08-07 23:19:06 transreid.train INFO: Epoch[23] Iter[20/241] Loss: 4.125, Acc: 0.339, Base Lr: 3.65e-04
+2023-08-07 23:19:07 transreid.train INFO: Epoch[23] Iter[40/241] Loss: 4.057, Acc: 0.360, Base Lr: 3.65e-04
+2023-08-07 23:19:09 transreid.train INFO: Epoch[23] Iter[60/241] Loss: 4.009, Acc: 0.375, Base Lr: 3.65e-04
+2023-08-07 23:19:11 transreid.train INFO: Epoch[23] Iter[80/241] Loss: 3.967, Acc: 0.389, Base Lr: 3.65e-04
+2023-08-07 23:19:13 transreid.train INFO: Epoch[23] Iter[100/241] Loss: 3.942, Acc: 0.391, Base Lr: 3.65e-04
+2023-08-07 23:19:14 transreid.train INFO: Epoch[23] Iter[120/241] Loss: 3.900, Acc: 0.403, Base Lr: 3.65e-04
+2023-08-07 23:19:16 transreid.train INFO: Epoch[23] Iter[140/241] Loss: 3.857, Acc: 0.419, Base Lr: 3.65e-04
+2023-08-07 23:19:18 transreid.train INFO: Epoch[23] Iter[160/241] Loss: 3.800, Acc: 0.438, Base Lr: 3.65e-04
+2023-08-07 23:19:19 transreid.train INFO: Epoch[23] Iter[180/241] Loss: 3.733, Acc: 0.457, Base Lr: 3.65e-04
+2023-08-07 23:19:21 transreid.train INFO: Epoch[23] Iter[200/241] Loss: 3.653, Acc: 0.481, Base Lr: 3.65e-04
+2023-08-07 23:19:23 transreid.train INFO: Epoch[23] Iter[220/241] Loss: 3.512, Acc: 0.511, Base Lr: 3.65e-04
+2023-08-07 23:19:23 transreid.train INFO: Epoch 23 done. Time per epoch: 19.973[s] Speed: 721.0[samples/s]
+2023-08-07 23:19:26 transreid.train INFO: Epoch[24] Iter[20/241] Loss: 3.827, Acc: 0.405, Base Lr: 3.62e-04
+2023-08-07 23:19:27 transreid.train INFO: Epoch[24] Iter[40/241] Loss: 3.776, Acc: 0.412, Base Lr: 3.62e-04
+2023-08-07 23:19:29 transreid.train INFO: Epoch[24] Iter[60/241] Loss: 3.762, Acc: 0.419, Base Lr: 3.62e-04
+2023-08-07 23:19:31 transreid.train INFO: Epoch[24] Iter[80/241] Loss: 3.725, Acc: 0.423, Base Lr: 3.62e-04
+2023-08-07 23:19:32 transreid.train INFO: Epoch[24] Iter[100/241] Loss: 3.713, Acc: 0.422, Base Lr: 3.62e-04
+2023-08-07 23:19:34 transreid.train INFO: Epoch[24] Iter[120/241] Loss: 3.690, Acc: 0.436, Base Lr: 3.62e-04
+2023-08-07 23:19:36 transreid.train INFO: Epoch[24] Iter[140/241] Loss: 3.650, Acc: 0.452, Base Lr: 3.62e-04
+2023-08-07 23:19:37 transreid.train INFO: Epoch[24] Iter[160/241] Loss: 3.577, Acc: 0.473, Base Lr: 3.62e-04
+2023-08-07 23:19:39 transreid.train INFO: Epoch[24] Iter[180/241] Loss: 3.515, Acc: 0.492, Base Lr: 3.62e-04
+2023-08-07 23:19:41 transreid.train INFO: Epoch[24] Iter[200/241] Loss: 3.429, Acc: 0.518, Base Lr: 3.62e-04
+2023-08-07 23:19:42 transreid.train INFO: Epoch[24] Iter[220/241] Loss: 3.307, Acc: 0.547, Base Lr: 3.62e-04
+2023-08-07 23:19:43 transreid.train INFO: Epoch 24 done. Time per epoch: 20.002[s] Speed: 726.3[samples/s]
+2023-08-07 23:19:46 transreid.train INFO: Epoch[25] Iter[20/241] Loss: 3.755, Acc: 0.378, Base Lr: 3.59e-04
+2023-08-07 23:19:47 transreid.train INFO: Epoch[25] Iter[40/241] Loss: 3.714, Acc: 0.402, Base Lr: 3.59e-04
+2023-08-07 23:19:49 transreid.train INFO: Epoch[25] Iter[60/241] Loss: 3.681, Acc: 0.414, Base Lr: 3.59e-04
+2023-08-07 23:19:51 transreid.train INFO: Epoch[25] Iter[80/241] Loss: 3.598, Acc: 0.437, Base Lr: 3.59e-04
+2023-08-07 23:19:52 transreid.train INFO: Epoch[25] Iter[100/241] Loss: 3.555, Acc: 0.451, Base Lr: 3.59e-04
+2023-08-07 23:19:54 transreid.train INFO: Epoch[25] Iter[120/241] Loss: 3.527, Acc: 0.462, Base Lr: 3.59e-04
+2023-08-07 23:19:56 transreid.train INFO: Epoch[25] Iter[140/241] Loss: 3.454, Acc: 0.487, Base Lr: 3.59e-04
+2023-08-07 23:19:57 transreid.train INFO: Epoch[25] Iter[160/241] Loss: 3.407, Acc: 0.502, Base Lr: 3.59e-04
+2023-08-07 23:19:59 transreid.train INFO: Epoch[25] Iter[180/241] Loss: 3.336, Acc: 0.524, Base Lr: 3.59e-04
+2023-08-07 23:20:01 transreid.train INFO: Epoch[25] Iter[200/241] Loss: 3.234, Acc: 0.550, Base Lr: 3.59e-04
+2023-08-07 23:20:02 transreid.train INFO: Epoch[25] Iter[220/241] Loss: 3.110, Acc: 0.578, Base Lr: 3.59e-04
+2023-08-07 23:20:03 transreid.train INFO: Epoch 25 done. Time per epoch: 19.767[s] Speed: 728.5[samples/s]
+2023-08-07 23:20:05 transreid.train INFO: Epoch[26] Iter[20/241] Loss: 3.499, Acc: 0.491, Base Lr: 3.56e-04
+2023-08-07 23:20:07 transreid.train INFO: Epoch[26] Iter[40/241] Loss: 3.446, Acc: 0.477, Base Lr: 3.56e-04
+2023-08-07 23:20:09 transreid.train INFO: Epoch[26] Iter[60/241] Loss: 3.460, Acc: 0.464, Base Lr: 3.56e-04
+2023-08-07 23:20:10 transreid.train INFO: Epoch[26] Iter[80/241] Loss: 3.447, Acc: 0.473, Base Lr: 3.56e-04
+2023-08-07 23:20:12 transreid.train INFO: Epoch[26] Iter[100/241] Loss: 3.425, Acc: 0.480, Base Lr: 3.56e-04
+2023-08-07 23:20:14 transreid.train INFO: Epoch[26] Iter[120/241] Loss: 3.351, Acc: 0.504, Base Lr: 3.56e-04
+2023-08-07 23:20:15 transreid.train INFO: Epoch[26] Iter[140/241] Loss: 3.272, Acc: 0.529, Base Lr: 3.56e-04
+2023-08-07 23:20:17 transreid.train INFO: Epoch[26] Iter[160/241] Loss: 3.216, Acc: 0.546, Base Lr: 3.56e-04
+2023-08-07 23:20:19 transreid.train INFO: Epoch[26] Iter[180/241] Loss: 3.150, Acc: 0.563, Base Lr: 3.56e-04
+2023-08-07 23:20:20 transreid.train INFO: Epoch[26] Iter[200/241] Loss: 3.057, Acc: 0.586, Base Lr: 3.56e-04
+2023-08-07 23:20:22 transreid.train INFO: Epoch[26] Iter[220/241] Loss: 2.933, Acc: 0.614, Base Lr: 3.56e-04
+2023-08-07 23:20:23 transreid.train INFO: Epoch 26 done. Time per epoch: 19.826[s] Speed: 732.8[samples/s]
+2023-08-07 23:20:25 transreid.train INFO: Epoch[27] Iter[20/241] Loss: 3.169, Acc: 0.521, Base Lr: 3.52e-04
+2023-08-07 23:20:27 transreid.train INFO: Epoch[27] Iter[40/241] Loss: 3.226, Acc: 0.521, Base Lr: 3.52e-04
+2023-08-07 23:20:29 transreid.train INFO: Epoch[27] Iter[60/241] Loss: 3.268, Acc: 0.506, Base Lr: 3.52e-04
+2023-08-07 23:20:30 transreid.train INFO: Epoch[27] Iter[80/241] Loss: 3.231, Acc: 0.518, Base Lr: 3.52e-04
+2023-08-07 23:20:32 transreid.train INFO: Epoch[27] Iter[100/241] Loss: 3.196, Acc: 0.529, Base Lr: 3.52e-04
+2023-08-07 23:20:34 transreid.train INFO: Epoch[27] Iter[120/241] Loss: 3.145, Acc: 0.539, Base Lr: 3.52e-04
+2023-08-07 23:20:35 transreid.train INFO: Epoch[27] Iter[140/241] Loss: 3.100, Acc: 0.556, Base Lr: 3.52e-04
+2023-08-07 23:20:37 transreid.train INFO: Epoch[27] Iter[160/241] Loss: 3.062, Acc: 0.570, Base Lr: 3.52e-04
+2023-08-07 23:20:39 transreid.train INFO: Epoch[27] Iter[180/241] Loss: 2.987, Acc: 0.593, Base Lr: 3.52e-04
+2023-08-07 23:20:40 transreid.train INFO: Epoch[27] Iter[200/241] Loss: 2.914, Acc: 0.612, Base Lr: 3.52e-04
+2023-08-07 23:20:42 transreid.train INFO: Epoch[27] Iter[220/241] Loss: 2.783, Acc: 0.641, Base Lr: 3.52e-04
+2023-08-07 23:20:42 transreid.train INFO: Epoch 27 done. Time per epoch: 19.776[s] Speed: 734.6[samples/s]
+2023-08-07 23:20:45 transreid.train INFO: Epoch[28] Iter[20/241] Loss: 3.192, Acc: 0.508, Base Lr: 3.49e-04
+2023-08-07 23:20:47 transreid.train INFO: Epoch[28] Iter[40/241] Loss: 3.213, Acc: 0.493, Base Lr: 3.49e-04
+2023-08-07 23:20:49 transreid.train INFO: Epoch[28] Iter[60/241] Loss: 3.141, Acc: 0.514, Base Lr: 3.49e-04
+2023-08-07 23:20:50 transreid.train INFO: Epoch[28] Iter[80/241] Loss: 3.120, Acc: 0.530, Base Lr: 3.49e-04
+2023-08-07 23:20:52 transreid.train INFO: Epoch[28] Iter[100/241] Loss: 3.065, Acc: 0.541, Base Lr: 3.49e-04
+2023-08-07 23:20:54 transreid.train INFO: Epoch[28] Iter[120/241] Loss: 3.021, Acc: 0.557, Base Lr: 3.49e-04
+2023-08-07 23:20:55 transreid.train INFO: Epoch[28] Iter[140/241] Loss: 2.960, Acc: 0.576, Base Lr: 3.49e-04
+2023-08-07 23:20:57 transreid.train INFO: Epoch[28] Iter[160/241] Loss: 2.908, Acc: 0.590, Base Lr: 3.49e-04
+2023-08-07 23:20:59 transreid.train INFO: Epoch[28] Iter[180/241] Loss: 2.831, Acc: 0.613, Base Lr: 3.49e-04
+2023-08-07 23:21:00 transreid.train INFO: Epoch[28] Iter[200/241] Loss: 2.744, Acc: 0.635, Base Lr: 3.49e-04
+2023-08-07 23:21:02 transreid.train INFO: Epoch[28] Iter[220/241] Loss: 2.624, Acc: 0.660, Base Lr: 3.49e-04
+2023-08-07 23:21:03 transreid.train INFO: Epoch 28 done. Time per epoch: 20.021[s] Speed: 719.3[samples/s]
+2023-08-07 23:21:05 transreid.train INFO: Epoch[29] Iter[20/241] Loss: 3.049, Acc: 0.516, Base Lr: 3.45e-04
+2023-08-07 23:21:07 transreid.train INFO: Epoch[29] Iter[40/241] Loss: 2.998, Acc: 0.539, Base Lr: 3.45e-04
+2023-08-07 23:21:09 transreid.train INFO: Epoch[29] Iter[60/241] Loss: 2.956, Acc: 0.553, Base Lr: 3.45e-04
+2023-08-07 23:21:10 transreid.train INFO: Epoch[29] Iter[80/241] Loss: 2.920, Acc: 0.571, Base Lr: 3.45e-04
+2023-08-07 23:21:12 transreid.train INFO: Epoch[29] Iter[100/241] Loss: 2.898, Acc: 0.583, Base Lr: 3.45e-04
+2023-08-07 23:21:14 transreid.train INFO: Epoch[29] Iter[120/241] Loss: 2.854, Acc: 0.598, Base Lr: 3.45e-04
+2023-08-07 23:21:15 transreid.train INFO: Epoch[29] Iter[140/241] Loss: 2.810, Acc: 0.612, Base Lr: 3.45e-04
+2023-08-07 23:21:17 transreid.train INFO: Epoch[29] Iter[160/241] Loss: 2.747, Acc: 0.628, Base Lr: 3.45e-04
+2023-08-07 23:21:19 transreid.train INFO: Epoch[29] Iter[180/241] Loss: 2.682, Acc: 0.645, Base Lr: 3.45e-04
+2023-08-07 23:21:20 transreid.train INFO: Epoch[29] Iter[200/241] Loss: 2.607, Acc: 0.666, Base Lr: 3.45e-04
+2023-08-07 23:21:22 transreid.train INFO: Epoch[29] Iter[220/241] Loss: 2.485, Acc: 0.690, Base Lr: 3.45e-04
+2023-08-07 23:21:23 transreid.train INFO: Epoch 29 done. Time per epoch: 20.003[s] Speed: 726.3[samples/s]
+2023-08-07 23:21:25 transreid.train INFO: Epoch[30] Iter[20/241] Loss: 2.953, Acc: 0.566, Base Lr: 3.42e-04
+2023-08-07 23:21:27 transreid.train INFO: Epoch[30] Iter[40/241] Loss: 2.874, Acc: 0.569, Base Lr: 3.42e-04
+2023-08-07 23:21:28 transreid.train INFO: Epoch[30] Iter[60/241] Loss: 2.817, Acc: 0.589, Base Lr: 3.42e-04
+2023-08-07 23:21:30 transreid.train INFO: Epoch[30] Iter[80/241] Loss: 2.772, Acc: 0.601, Base Lr: 3.42e-04
+2023-08-07 23:21:32 transreid.train INFO: Epoch[30] Iter[100/241] Loss: 2.738, Acc: 0.614, Base Lr: 3.42e-04
+2023-08-07 23:21:33 transreid.train INFO: Epoch[30] Iter[120/241] Loss: 2.689, Acc: 0.632, Base Lr: 3.42e-04
+2023-08-07 23:21:35 transreid.train INFO: Epoch[30] Iter[140/241] Loss: 2.633, Acc: 0.647, Base Lr: 3.42e-04
+2023-08-07 23:21:37 transreid.train INFO: Epoch[30] Iter[160/241] Loss: 2.587, Acc: 0.662, Base Lr: 3.42e-04
+2023-08-07 23:21:38 transreid.train INFO: Epoch[30] Iter[180/241] Loss: 2.540, Acc: 0.672, Base Lr: 3.42e-04
+2023-08-07 23:21:40 transreid.train INFO: Epoch[30] Iter[200/241] Loss: 2.465, Acc: 0.691, Base Lr: 3.42e-04
+2023-08-07 23:21:42 transreid.train INFO: Epoch[30] Iter[220/241] Loss: 2.369, Acc: 0.711, Base Lr: 3.42e-04
+2023-08-07 23:21:42 transreid.train INFO: Epoch 30 done. Time per epoch: 19.696[s] Speed: 731.1[samples/s]
+2023-08-07 23:21:45 transreid.train INFO: Epoch[31] Iter[20/241] Loss: 2.778, Acc: 0.566, Base Lr: 3.38e-04
+2023-08-07 23:21:46 transreid.train INFO: Epoch[31] Iter[40/241] Loss: 2.710, Acc: 0.602, Base Lr: 3.38e-04
+2023-08-07 23:21:48 transreid.train INFO: Epoch[31] Iter[60/241] Loss: 2.685, Acc: 0.614, Base Lr: 3.38e-04
+2023-08-07 23:21:50 transreid.train INFO: Epoch[31] Iter[80/241] Loss: 2.625, Acc: 0.636, Base Lr: 3.38e-04
+2023-08-07 23:21:51 transreid.train INFO: Epoch[31] Iter[100/241] Loss: 2.571, Acc: 0.654, Base Lr: 3.38e-04
+2023-08-07 23:21:53 transreid.train INFO: Epoch[31] Iter[120/241] Loss: 2.556, Acc: 0.658, Base Lr: 3.38e-04
+2023-08-07 23:21:55 transreid.train INFO: Epoch[31] Iter[140/241] Loss: 2.515, Acc: 0.670, Base Lr: 3.38e-04
+2023-08-07 23:21:56 transreid.train INFO: Epoch[31] Iter[160/241] Loss: 2.470, Acc: 0.681, Base Lr: 3.38e-04
+2023-08-07 23:21:58 transreid.train INFO: Epoch[31] Iter[180/241] Loss: 2.396, Acc: 0.700, Base Lr: 3.38e-04
+2023-08-07 23:22:00 transreid.train INFO: Epoch[31] Iter[200/241] Loss: 2.325, Acc: 0.718, Base Lr: 3.38e-04
+2023-08-07 23:22:01 transreid.train INFO: Epoch[31] Iter[220/241] Loss: 2.218, Acc: 0.738, Base Lr: 3.38e-04
+2023-08-07 23:22:02 transreid.train INFO: Epoch 31 done. Time per epoch: 19.846[s] Speed: 732.0[samples/s]
+2023-08-07 23:22:05 transreid.train INFO: Epoch[32] Iter[20/241] Loss: 2.506, Acc: 0.674, Base Lr: 3.34e-04
+2023-08-07 23:22:06 transreid.train INFO: Epoch[32] Iter[40/241] Loss: 2.468, Acc: 0.692, Base Lr: 3.34e-04
+2023-08-07 23:22:08 transreid.train INFO: Epoch[32] Iter[60/241] Loss: 2.465, Acc: 0.685, Base Lr: 3.34e-04
+2023-08-07 23:22:10 transreid.train INFO: Epoch[32] Iter[80/241] Loss: 2.470, Acc: 0.683, Base Lr: 3.34e-04
+2023-08-07 23:22:11 transreid.train INFO: Epoch[32] Iter[100/241] Loss: 2.444, Acc: 0.688, Base Lr: 3.34e-04
+2023-08-07 23:22:13 transreid.train INFO: Epoch[32] Iter[120/241] Loss: 2.407, Acc: 0.697, Base Lr: 3.34e-04
+2023-08-07 23:22:14 transreid.train INFO: Epoch[32] Iter[140/241] Loss: 2.375, Acc: 0.708, Base Lr: 3.34e-04
+2023-08-07 23:22:16 transreid.train INFO: Epoch[32] Iter[160/241] Loss: 2.328, Acc: 0.716, Base Lr: 3.34e-04
+2023-08-07 23:22:18 transreid.train INFO: Epoch[32] Iter[180/241] Loss: 2.275, Acc: 0.728, Base Lr: 3.34e-04
+2023-08-07 23:22:19 transreid.train INFO: Epoch[32] Iter[200/241] Loss: 2.214, Acc: 0.739, Base Lr: 3.34e-04
+2023-08-07 23:22:21 transreid.train INFO: Epoch[32] Iter[220/241] Loss: 2.108, Acc: 0.756, Base Lr: 3.34e-04
+2023-08-07 23:22:22 transreid.train INFO: Epoch 32 done. Time per epoch: 19.487[s] Speed: 742.2[samples/s]
+2023-08-07 23:22:24 transreid.train INFO: Epoch[33] Iter[20/241] Loss: 2.410, Acc: 0.658, Base Lr: 3.30e-04
+2023-08-07 23:22:26 transreid.train INFO: Epoch[33] Iter[40/241] Loss: 2.466, Acc: 0.653, Base Lr: 3.30e-04
+2023-08-07 23:22:27 transreid.train INFO: Epoch[33] Iter[60/241] Loss: 2.458, Acc: 0.664, Base Lr: 3.30e-04
+2023-08-07 23:22:29 transreid.train INFO: Epoch[33] Iter[80/241] Loss: 2.411, Acc: 0.676, Base Lr: 3.30e-04
+2023-08-07 23:22:31 transreid.train INFO: Epoch[33] Iter[100/241] Loss: 2.372, Acc: 0.686, Base Lr: 3.30e-04
+2023-08-07 23:22:32 transreid.train INFO: Epoch[33] Iter[120/241] Loss: 2.346, Acc: 0.695, Base Lr: 3.30e-04
+2023-08-07 23:22:34 transreid.train INFO: Epoch[33] Iter[140/241] Loss: 2.290, Acc: 0.708, Base Lr: 3.30e-04
+2023-08-07 23:22:36 transreid.train INFO: Epoch[33] Iter[160/241] Loss: 2.229, Acc: 0.723, Base Lr: 3.30e-04
+2023-08-07 23:22:37 transreid.train INFO: Epoch[33] Iter[180/241] Loss: 2.158, Acc: 0.742, Base Lr: 3.30e-04
+2023-08-07 23:22:39 transreid.train INFO: Epoch[33] Iter[200/241] Loss: 2.078, Acc: 0.759, Base Lr: 3.30e-04
+2023-08-07 23:22:41 transreid.train INFO: Epoch[33] Iter[220/241] Loss: 1.982, Acc: 0.777, Base Lr: 3.30e-04
+2023-08-07 23:22:41 transreid.train INFO: Epoch 33 done. Time per epoch: 19.818[s] Speed: 729.8[samples/s]
+2023-08-07 23:22:44 transreid.train INFO: Epoch[34] Iter[20/241] Loss: 2.354, Acc: 0.692, Base Lr: 3.26e-04
+2023-08-07 23:22:46 transreid.train INFO: Epoch[34] Iter[40/241] Loss: 2.331, Acc: 0.692, Base Lr: 3.26e-04
+2023-08-07 23:22:47 transreid.train INFO: Epoch[34] Iter[60/241] Loss: 2.311, Acc: 0.691, Base Lr: 3.26e-04
+2023-08-07 23:22:49 transreid.train INFO: Epoch[34] Iter[80/241] Loss: 2.239, Acc: 0.709, Base Lr: 3.26e-04
+2023-08-07 23:22:51 transreid.train INFO: Epoch[34] Iter[100/241] Loss: 2.202, Acc: 0.722, Base Lr: 3.26e-04
+2023-08-07 23:22:52 transreid.train INFO: Epoch[34] Iter[120/241] Loss: 2.143, Acc: 0.733, Base Lr: 3.26e-04
+2023-08-07 23:22:54 transreid.train INFO: Epoch[34] Iter[140/241] Loss: 2.111, Acc: 0.747, Base Lr: 3.26e-04
+2023-08-07 23:22:56 transreid.train INFO: Epoch[34] Iter[160/241] Loss: 2.065, Acc: 0.757, Base Lr: 3.26e-04
+2023-08-07 23:22:57 transreid.train INFO: Epoch[34] Iter[180/241] Loss: 2.014, Acc: 0.766, Base Lr: 3.26e-04
+2023-08-07 23:22:59 transreid.train INFO: Epoch[34] Iter[200/241] Loss: 1.952, Acc: 0.779, Base Lr: 3.26e-04
+2023-08-07 23:23:00 transreid.train INFO: Epoch[34] Iter[220/241] Loss: 1.856, Acc: 0.796, Base Lr: 3.26e-04
+2023-08-07 23:23:01 transreid.train INFO: Epoch 34 done. Time per epoch: 19.625[s] Speed: 737.0[samples/s]
+2023-08-07 23:23:04 transreid.train INFO: Epoch[35] Iter[20/241] Loss: 2.170, Acc: 0.735, Base Lr: 3.22e-04
+2023-08-07 23:23:05 transreid.train INFO: Epoch[35] Iter[40/241] Loss: 2.146, Acc: 0.728, Base Lr: 3.22e-04
+2023-08-07 23:23:07 transreid.train INFO: Epoch[35] Iter[60/241] Loss: 2.115, Acc: 0.735, Base Lr: 3.22e-04
+2023-08-07 23:23:09 transreid.train INFO: Epoch[35] Iter[80/241] Loss: 2.126, Acc: 0.729, Base Lr: 3.22e-04
+2023-08-07 23:23:10 transreid.train INFO: Epoch[35] Iter[100/241] Loss: 2.103, Acc: 0.733, Base Lr: 3.22e-04
+2023-08-07 23:23:12 transreid.train INFO: Epoch[35] Iter[120/241] Loss: 2.070, Acc: 0.742, Base Lr: 3.22e-04
+2023-08-07 23:23:13 transreid.train INFO: Epoch[35] Iter[140/241] Loss: 2.034, Acc: 0.752, Base Lr: 3.22e-04
+2023-08-07 23:23:15 transreid.train INFO: Epoch[35] Iter[160/241] Loss: 1.985, Acc: 0.767, Base Lr: 3.22e-04
+2023-08-07 23:23:17 transreid.train INFO: Epoch[35] Iter[180/241] Loss: 1.930, Acc: 0.780, Base Lr: 3.22e-04
+2023-08-07 23:23:18 transreid.train INFO: Epoch[35] Iter[200/241] Loss: 1.862, Acc: 0.795, Base Lr: 3.22e-04
+2023-08-07 23:23:20 transreid.train INFO: Epoch[35] Iter[220/241] Loss: 1.776, Acc: 0.809, Base Lr: 3.22e-04
+2023-08-07 23:23:20 transreid.train INFO: Epoch 35 done. Time per epoch: 19.408[s] Speed: 738.7[samples/s]
+2023-08-07 23:23:23 transreid.train INFO: Epoch[36] Iter[20/241] Loss: 2.238, Acc: 0.702, Base Lr: 3.18e-04
+2023-08-07 23:23:25 transreid.train INFO: Epoch[36] Iter[40/241] Loss: 2.127, Acc: 0.726, Base Lr: 3.18e-04
+2023-08-07 23:23:26 transreid.train INFO: Epoch[36] Iter[60/241] Loss: 2.059, Acc: 0.744, Base Lr: 3.18e-04
+2023-08-07 23:23:28 transreid.train INFO: Epoch[36] Iter[80/241] Loss: 2.009, Acc: 0.755, Base Lr: 3.18e-04
+2023-08-07 23:23:30 transreid.train INFO: Epoch[36] Iter[100/241] Loss: 2.007, Acc: 0.760, Base Lr: 3.18e-04
+2023-08-07 23:23:31 transreid.train INFO: Epoch[36] Iter[120/241] Loss: 1.973, Acc: 0.769, Base Lr: 3.18e-04
+2023-08-07 23:23:33 transreid.train INFO: Epoch[36] Iter[140/241] Loss: 1.925, Acc: 0.782, Base Lr: 3.18e-04
+2023-08-07 23:23:35 transreid.train INFO: Epoch[36] Iter[160/241] Loss: 1.883, Acc: 0.792, Base Lr: 3.18e-04
+2023-08-07 23:23:36 transreid.train INFO: Epoch[36] Iter[180/241] Loss: 1.826, Acc: 0.804, Base Lr: 3.18e-04
+2023-08-07 23:23:38 transreid.train INFO: Epoch[36] Iter[200/241] Loss: 1.758, Acc: 0.816, Base Lr: 3.18e-04
+2023-08-07 23:23:40 transreid.train INFO: Epoch[36] Iter[220/241] Loss: 1.684, Acc: 0.828, Base Lr: 3.18e-04
+2023-08-07 23:23:40 transreid.train INFO: Epoch 36 done. Time per epoch: 19.735[s] Speed: 732.9[samples/s]
+2023-08-07 23:23:43 transreid.train INFO: Epoch[37] Iter[20/241] Loss: 2.013, Acc: 0.745, Base Lr: 3.13e-04
+2023-08-07 23:23:44 transreid.train INFO: Epoch[37] Iter[40/241] Loss: 1.984, Acc: 0.758, Base Lr: 3.13e-04
+2023-08-07 23:23:46 transreid.train INFO: Epoch[37] Iter[60/241] Loss: 1.982, Acc: 0.758, Base Lr: 3.13e-04
+2023-08-07 23:23:48 transreid.train INFO: Epoch[37] Iter[80/241] Loss: 1.941, Acc: 0.767, Base Lr: 3.13e-04
+2023-08-07 23:23:49 transreid.train INFO: Epoch[37] Iter[100/241] Loss: 1.910, Acc: 0.775, Base Lr: 3.13e-04
+2023-08-07 23:23:51 transreid.train INFO: Epoch[37] Iter[120/241] Loss: 1.874, Acc: 0.785, Base Lr: 3.13e-04
+2023-08-07 23:23:53 transreid.train INFO: Epoch[37] Iter[140/241] Loss: 1.842, Acc: 0.797, Base Lr: 3.13e-04
+2023-08-07 23:23:54 transreid.train INFO: Epoch[37] Iter[160/241] Loss: 1.798, Acc: 0.808, Base Lr: 3.13e-04
+2023-08-07 23:23:56 transreid.train INFO: Epoch[37] Iter[180/241] Loss: 1.749, Acc: 0.816, Base Lr: 3.13e-04
+2023-08-07 23:23:58 transreid.train INFO: Epoch[37] Iter[200/241] Loss: 1.684, Acc: 0.829, Base Lr: 3.13e-04
+2023-08-07 23:23:59 transreid.train INFO: Epoch[37] Iter[220/241] Loss: 1.603, Acc: 0.841, Base Lr: 3.13e-04
+2023-08-07 23:24:00 transreid.train INFO: Epoch 37 done. Time per epoch: 19.749[s] Speed: 729.1[samples/s]
+2023-08-07 23:24:02 transreid.train INFO: Epoch[38] Iter[20/241] Loss: 1.786, Acc: 0.795, Base Lr: 3.09e-04
+2023-08-07 23:24:04 transreid.train INFO: Epoch[38] Iter[40/241] Loss: 1.814, Acc: 0.791, Base Lr: 3.09e-04
+2023-08-07 23:24:06 transreid.train INFO: Epoch[38] Iter[60/241] Loss: 1.826, Acc: 0.792, Base Lr: 3.09e-04
+2023-08-07 23:24:07 transreid.train INFO: Epoch[38] Iter[80/241] Loss: 1.820, Acc: 0.793, Base Lr: 3.09e-04
+2023-08-07 23:24:09 transreid.train INFO: Epoch[38] Iter[100/241] Loss: 1.782, Acc: 0.799, Base Lr: 3.09e-04
+2023-08-07 23:24:11 transreid.train INFO: Epoch[38] Iter[120/241] Loss: 1.750, Acc: 0.804, Base Lr: 3.09e-04
+2023-08-07 23:24:12 transreid.train INFO: Epoch[38] Iter[140/241] Loss: 1.706, Acc: 0.813, Base Lr: 3.09e-04
+2023-08-07 23:24:14 transreid.train INFO: Epoch[38] Iter[160/241] Loss: 1.666, Acc: 0.825, Base Lr: 3.09e-04
+2023-08-07 23:24:16 transreid.train INFO: Epoch[38] Iter[180/241] Loss: 1.628, Acc: 0.834, Base Lr: 3.09e-04
+2023-08-07 23:24:17 transreid.train INFO: Epoch[38] Iter[200/241] Loss: 1.574, Acc: 0.845, Base Lr: 3.09e-04
+2023-08-07 23:24:19 transreid.train INFO: Epoch[38] Iter[220/241] Loss: 1.510, Acc: 0.854, Base Lr: 3.09e-04
+2023-08-07 23:24:20 transreid.train INFO: Epoch 38 done. Time per epoch: 19.869[s] Speed: 731.2[samples/s]
+2023-08-07 23:24:22 transreid.train INFO: Epoch[39] Iter[20/241] Loss: 1.918, Acc: 0.770, Base Lr: 3.05e-04
+2023-08-07 23:24:24 transreid.train INFO: Epoch[39] Iter[40/241] Loss: 1.915, Acc: 0.763, Base Lr: 3.05e-04
+2023-08-07 23:24:26 transreid.train INFO: Epoch[39] Iter[60/241] Loss: 1.866, Acc: 0.773, Base Lr: 3.05e-04
+2023-08-07 23:24:28 transreid.train INFO: Epoch[39] Iter[80/241] Loss: 1.824, Acc: 0.790, Base Lr: 3.05e-04
+2023-08-07 23:24:29 transreid.train INFO: Epoch[39] Iter[100/241] Loss: 1.774, Acc: 0.806, Base Lr: 3.05e-04
+2023-08-07 23:24:31 transreid.train INFO: Epoch[39] Iter[120/241] Loss: 1.719, Acc: 0.818, Base Lr: 3.05e-04
+2023-08-07 23:24:33 transreid.train INFO: Epoch[39] Iter[140/241] Loss: 1.674, Acc: 0.827, Base Lr: 3.05e-04
+2023-08-07 23:24:34 transreid.train INFO: Epoch[39] Iter[160/241] Loss: 1.635, Acc: 0.837, Base Lr: 3.05e-04
+2023-08-07 23:24:36 transreid.train INFO: Epoch[39] Iter[180/241] Loss: 1.580, Acc: 0.846, Base Lr: 3.05e-04
+2023-08-07 23:24:37 transreid.train INFO: Epoch[39] Iter[200/241] Loss: 1.530, Acc: 0.856, Base Lr: 3.05e-04
+2023-08-07 23:24:39 transreid.train INFO: Epoch[39] Iter[220/241] Loss: 1.456, Acc: 0.867, Base Lr: 3.05e-04
+2023-08-07 23:24:40 transreid.train INFO: Epoch 39 done. Time per epoch: 20.088[s] Speed: 716.8[samples/s]
+2023-08-07 23:24:42 transreid.train INFO: Epoch[40] Iter[20/241] Loss: 1.732, Acc: 0.798, Base Lr: 3.00e-04
+2023-08-07 23:24:44 transreid.train INFO: Epoch[40] Iter[40/241] Loss: 1.752, Acc: 0.800, Base Lr: 3.00e-04
+2023-08-07 23:24:46 transreid.train INFO: Epoch[40] Iter[60/241] Loss: 1.766, Acc: 0.798, Base Lr: 3.00e-04
+2023-08-07 23:24:47 transreid.train INFO: Epoch[40] Iter[80/241] Loss: 1.722, Acc: 0.814, Base Lr: 3.00e-04
+2023-08-07 23:24:49 transreid.train INFO: Epoch[40] Iter[100/241] Loss: 1.698, Acc: 0.821, Base Lr: 3.00e-04
+2023-08-07 23:24:50 transreid.train INFO: Epoch[40] Iter[120/241] Loss: 1.653, Acc: 0.830, Base Lr: 3.00e-04
+2023-08-07 23:24:52 transreid.train INFO: Epoch[40] Iter[140/241] Loss: 1.608, Acc: 0.841, Base Lr: 3.00e-04
+2023-08-07 23:24:54 transreid.train INFO: Epoch[40] Iter[160/241] Loss: 1.562, Acc: 0.848, Base Lr: 3.00e-04
+2023-08-07 23:24:55 transreid.train INFO: Epoch[40] Iter[180/241] Loss: 1.511, Acc: 0.857, Base Lr: 3.00e-04
+2023-08-07 23:24:57 transreid.train INFO: Epoch[40] Iter[200/241] Loss: 1.452, Acc: 0.867, Base Lr: 3.00e-04
+2023-08-07 23:24:59 transreid.train INFO: Epoch[40] Iter[220/241] Loss: 1.392, Acc: 0.877, Base Lr: 3.00e-04
+2023-08-07 23:24:59 transreid.train INFO: Epoch 40 done. Time per epoch: 19.262[s] Speed: 750.9[samples/s]
+2023-08-07 23:25:02 transreid.train INFO: Epoch[41] Iter[20/241] Loss: 1.643, Acc: 0.831, Base Lr: 2.96e-04
+2023-08-07 23:25:03 transreid.train INFO: Epoch[41] Iter[40/241] Loss: 1.580, Acc: 0.847, Base Lr: 2.96e-04
+2023-08-07 23:25:05 transreid.train INFO: Epoch[41] Iter[60/241] Loss: 1.587, Acc: 0.839, Base Lr: 2.96e-04
+2023-08-07 23:25:06 transreid.train INFO: Epoch[41] Iter[80/241] Loss: 1.577, Acc: 0.837, Base Lr: 2.96e-04
+2023-08-07 23:25:08 transreid.train INFO: Epoch[41] Iter[100/241] Loss: 1.571, Acc: 0.838, Base Lr: 2.96e-04
+2023-08-07 23:25:10 transreid.train INFO: Epoch[41] Iter[120/241] Loss: 1.532, Acc: 0.847, Base Lr: 2.96e-04
+2023-08-07 23:25:11 transreid.train INFO: Epoch[41] Iter[140/241] Loss: 1.497, Acc: 0.854, Base Lr: 2.96e-04
+2023-08-07 23:25:13 transreid.train INFO: Epoch[41] Iter[160/241] Loss: 1.459, Acc: 0.864, Base Lr: 2.96e-04
+2023-08-07 23:25:15 transreid.train INFO: Epoch[41] Iter[180/241] Loss: 1.421, Acc: 0.870, Base Lr: 2.96e-04
+2023-08-07 23:25:16 transreid.train INFO: Epoch[41] Iter[200/241] Loss: 1.360, Acc: 0.879, Base Lr: 2.96e-04
+2023-08-07 23:25:18 transreid.train INFO: Epoch[41] Iter[220/241] Loss: 1.297, Acc: 0.888, Base Lr: 2.96e-04
+2023-08-07 23:25:18 transreid.train INFO: Epoch 41 done. Time per epoch: 19.194[s] Speed: 750.3[samples/s]
+2023-08-07 23:25:21 transreid.train INFO: Epoch[42] Iter[20/241] Loss: 1.531, Acc: 0.857, Base Lr: 2.91e-04
+2023-08-07 23:25:22 transreid.train INFO: Epoch[42] Iter[40/241] Loss: 1.502, Acc: 0.847, Base Lr: 2.91e-04
+2023-08-07 23:25:24 transreid.train INFO: Epoch[42] Iter[60/241] Loss: 1.488, Acc: 0.850, Base Lr: 2.91e-04
+2023-08-07 23:25:26 transreid.train INFO: Epoch[42] Iter[80/241] Loss: 1.483, Acc: 0.853, Base Lr: 2.91e-04
+2023-08-07 23:25:28 transreid.train INFO: Epoch[42] Iter[100/241] Loss: 1.453, Acc: 0.856, Base Lr: 2.91e-04
+2023-08-07 23:25:29 transreid.train INFO: Epoch[42] Iter[120/241] Loss: 1.437, Acc: 0.859, Base Lr: 2.91e-04
+2023-08-07 23:25:31 transreid.train INFO: Epoch[42] Iter[140/241] Loss: 1.413, Acc: 0.866, Base Lr: 2.91e-04
+2023-08-07 23:25:33 transreid.train INFO: Epoch[42] Iter[160/241] Loss: 1.370, Acc: 0.874, Base Lr: 2.91e-04
+2023-08-07 23:25:34 transreid.train INFO: Epoch[42] Iter[180/241] Loss: 1.330, Acc: 0.881, Base Lr: 2.91e-04
+2023-08-07 23:25:36 transreid.train INFO: Epoch[42] Iter[200/241] Loss: 1.290, Acc: 0.888, Base Lr: 2.91e-04
+2023-08-07 23:25:37 transreid.train INFO: Epoch[42] Iter[220/241] Loss: 1.238, Acc: 0.894, Base Lr: 2.91e-04
+2023-08-07 23:25:38 transreid.train INFO: Epoch 42 done. Time per epoch: 19.723[s] Speed: 733.4[samples/s]
+2023-08-07 23:25:41 transreid.train INFO: Epoch[43] Iter[20/241] Loss: 1.517, Acc: 0.831, Base Lr: 2.86e-04
+2023-08-07 23:25:42 transreid.train INFO: Epoch[43] Iter[40/241] Loss: 1.559, Acc: 0.820, Base Lr: 2.86e-04
+2023-08-07 23:25:44 transreid.train INFO: Epoch[43] Iter[60/241] Loss: 1.518, Acc: 0.835, Base Lr: 2.86e-04
+2023-08-07 23:25:46 transreid.train INFO: Epoch[43] Iter[80/241] Loss: 1.475, Acc: 0.850, Base Lr: 2.86e-04
+2023-08-07 23:25:47 transreid.train INFO: Epoch[43] Iter[100/241] Loss: 1.434, Acc: 0.861, Base Lr: 2.86e-04
+2023-08-07 23:25:49 transreid.train INFO: Epoch[43] Iter[120/241] Loss: 1.407, Acc: 0.870, Base Lr: 2.86e-04
+2023-08-07 23:25:50 transreid.train INFO: Epoch[43] Iter[140/241] Loss: 1.375, Acc: 0.878, Base Lr: 2.86e-04
+2023-08-07 23:25:52 transreid.train INFO: Epoch[43] Iter[160/241] Loss: 1.322, Acc: 0.886, Base Lr: 2.86e-04
+2023-08-07 23:25:54 transreid.train INFO: Epoch[43] Iter[180/241] Loss: 1.290, Acc: 0.893, Base Lr: 2.86e-04
+2023-08-07 23:25:55 transreid.train INFO: Epoch[43] Iter[200/241] Loss: 1.246, Acc: 0.899, Base Lr: 2.86e-04
+2023-08-07 23:25:57 transreid.train INFO: Epoch[43] Iter[220/241] Loss: 1.183, Acc: 0.907, Base Lr: 2.86e-04
+2023-08-07 23:25:57 transreid.train INFO: Epoch 43 done. Time per epoch: 19.464[s] Speed: 743.1[samples/s]
+2023-08-07 23:26:00 transreid.train INFO: Epoch[44] Iter[20/241] Loss: 1.409, Acc: 0.850, Base Lr: 2.82e-04
+2023-08-07 23:26:02 transreid.train INFO: Epoch[44] Iter[40/241] Loss: 1.412, Acc: 0.859, Base Lr: 2.82e-04
+2023-08-07 23:26:03 transreid.train INFO: Epoch[44] Iter[60/241] Loss: 1.377, Acc: 0.874, Base Lr: 2.82e-04
+2023-08-07 23:26:05 transreid.train INFO: Epoch[44] Iter[80/241] Loss: 1.350, Acc: 0.877, Base Lr: 2.82e-04
+2023-08-07 23:26:07 transreid.train INFO: Epoch[44] Iter[100/241] Loss: 1.331, Acc: 0.880, Base Lr: 2.82e-04
+2023-08-07 23:26:08 transreid.train INFO: Epoch[44] Iter[120/241] Loss: 1.309, Acc: 0.885, Base Lr: 2.82e-04
+2023-08-07 23:26:10 transreid.train INFO: Epoch[44] Iter[140/241] Loss: 1.282, Acc: 0.891, Base Lr: 2.82e-04
+2023-08-07 23:26:12 transreid.train INFO: Epoch[44] Iter[160/241] Loss: 1.252, Acc: 0.896, Base Lr: 2.82e-04
+2023-08-07 23:26:14 transreid.train INFO: Epoch[44] Iter[180/241] Loss: 1.215, Acc: 0.901, Base Lr: 2.82e-04
+2023-08-07 23:26:15 transreid.train INFO: Epoch[44] Iter[200/241] Loss: 1.179, Acc: 0.906, Base Lr: 2.82e-04
+2023-08-07 23:26:17 transreid.train INFO: Epoch[44] Iter[220/241] Loss: 1.131, Acc: 0.912, Base Lr: 2.82e-04
+2023-08-07 23:26:18 transreid.train INFO: Epoch 44 done. Time per epoch: 20.042[s] Speed: 724.9[samples/s]
+2023-08-07 23:26:20 transreid.train INFO: Epoch[45] Iter[20/241] Loss: 1.375, Acc: 0.872, Base Lr: 2.77e-04
+2023-08-07 23:26:22 transreid.train INFO: Epoch[45] Iter[40/241] Loss: 1.396, Acc: 0.869, Base Lr: 2.77e-04
+2023-08-07 23:26:23 transreid.train INFO: Epoch[45] Iter[60/241] Loss: 1.348, Acc: 0.872, Base Lr: 2.77e-04
+2023-08-07 23:26:25 transreid.train INFO: Epoch[45] Iter[80/241] Loss: 1.337, Acc: 0.879, Base Lr: 2.77e-04
+2023-08-07 23:26:27 transreid.train INFO: Epoch[45] Iter[100/241] Loss: 1.298, Acc: 0.885, Base Lr: 2.77e-04
+2023-08-07 23:26:28 transreid.train INFO: Epoch[45] Iter[120/241] Loss: 1.270, Acc: 0.889, Base Lr: 2.77e-04
+2023-08-07 23:26:30 transreid.train INFO: Epoch[45] Iter[140/241] Loss: 1.231, Acc: 0.896, Base Lr: 2.77e-04
+2023-08-07 23:26:32 transreid.train INFO: Epoch[45] Iter[160/241] Loss: 1.199, Acc: 0.902, Base Lr: 2.77e-04
+2023-08-07 23:26:33 transreid.train INFO: Epoch[45] Iter[180/241] Loss: 1.167, Acc: 0.908, Base Lr: 2.77e-04
+2023-08-07 23:26:35 transreid.train INFO: Epoch[45] Iter[200/241] Loss: 1.127, Acc: 0.914, Base Lr: 2.77e-04
+2023-08-07 23:26:37 transreid.train INFO: Epoch[45] Iter[220/241] Loss: 1.074, Acc: 0.921, Base Lr: 2.77e-04
+2023-08-07 23:26:37 transreid.train INFO: Epoch 45 done. Time per epoch: 19.711[s] Speed: 733.8[samples/s]
+2023-08-07 23:26:40 transreid.train INFO: Epoch[46] Iter[20/241] Loss: 1.277, Acc: 0.885, Base Lr: 2.72e-04
+2023-08-07 23:26:42 transreid.train INFO: Epoch[46] Iter[40/241] Loss: 1.234, Acc: 0.896, Base Lr: 2.72e-04
+2023-08-07 23:26:43 transreid.train INFO: Epoch[46] Iter[60/241] Loss: 1.226, Acc: 0.896, Base Lr: 2.72e-04
+2023-08-07 23:26:45 transreid.train INFO: Epoch[46] Iter[80/241] Loss: 1.212, Acc: 0.896, Base Lr: 2.72e-04
+2023-08-07 23:26:46 transreid.train INFO: Epoch[46] Iter[100/241] Loss: 1.199, Acc: 0.898, Base Lr: 2.72e-04
+2023-08-07 23:26:48 transreid.train INFO: Epoch[46] Iter[120/241] Loss: 1.177, Acc: 0.901, Base Lr: 2.72e-04
+2023-08-07 23:26:50 transreid.train INFO: Epoch[46] Iter[140/241] Loss: 1.158, Acc: 0.903, Base Lr: 2.72e-04
+2023-08-07 23:26:51 transreid.train INFO: Epoch[46] Iter[160/241] Loss: 1.132, Acc: 0.906, Base Lr: 2.72e-04
+2023-08-07 23:26:53 transreid.train INFO: Epoch[46] Iter[180/241] Loss: 1.095, Acc: 0.912, Base Lr: 2.72e-04
+2023-08-07 23:26:55 transreid.train INFO: Epoch[46] Iter[200/241] Loss: 1.054, Acc: 0.917, Base Lr: 2.72e-04
+2023-08-07 23:26:56 transreid.train INFO: Epoch[46] Iter[220/241] Loss: 1.008, Acc: 0.923, Base Lr: 2.72e-04
+2023-08-07 23:26:57 transreid.train INFO: Epoch 46 done. Time per epoch: 19.714[s] Speed: 736.9[samples/s]
+2023-08-07 23:26:59 transreid.train INFO: Epoch[47] Iter[20/241] Loss: 1.300, Acc: 0.881, Base Lr: 2.67e-04
+2023-08-07 23:27:01 transreid.train INFO: Epoch[47] Iter[40/241] Loss: 1.261, Acc: 0.887, Base Lr: 2.67e-04
+2023-08-07 23:27:03 transreid.train INFO: Epoch[47] Iter[60/241] Loss: 1.232, Acc: 0.892, Base Lr: 2.67e-04
+2023-08-07 23:27:04 transreid.train INFO: Epoch[47] Iter[80/241] Loss: 1.219, Acc: 0.891, Base Lr: 2.67e-04
+2023-08-07 23:27:06 transreid.train INFO: Epoch[47] Iter[100/241] Loss: 1.204, Acc: 0.893, Base Lr: 2.67e-04
+2023-08-07 23:27:08 transreid.train INFO: Epoch[47] Iter[120/241] Loss: 1.168, Acc: 0.901, Base Lr: 2.67e-04
+2023-08-07 23:27:09 transreid.train INFO: Epoch[47] Iter[140/241] Loss: 1.138, Acc: 0.907, Base Lr: 2.67e-04
+2023-08-07 23:27:11 transreid.train INFO: Epoch[47] Iter[160/241] Loss: 1.091, Acc: 0.914, Base Lr: 2.67e-04
+2023-08-07 23:27:13 transreid.train INFO: Epoch[47] Iter[180/241] Loss: 1.055, Acc: 0.918, Base Lr: 2.67e-04
+2023-08-07 23:27:14 transreid.train INFO: Epoch[47] Iter[200/241] Loss: 1.019, Acc: 0.923, Base Lr: 2.67e-04
+2023-08-07 23:27:16 transreid.train INFO: Epoch[47] Iter[220/241] Loss: 0.969, Acc: 0.929, Base Lr: 2.67e-04
+2023-08-07 23:27:17 transreid.train INFO: Epoch 47 done. Time per epoch: 19.613[s] Speed: 737.5[samples/s]
+2023-08-07 23:27:19 transreid.train INFO: Epoch[48] Iter[20/241] Loss: 1.196, Acc: 0.898, Base Lr: 2.62e-04
+2023-08-07 23:27:21 transreid.train INFO: Epoch[48] Iter[40/241] Loss: 1.184, Acc: 0.891, Base Lr: 2.62e-04
+2023-08-07 23:27:22 transreid.train INFO: Epoch[48] Iter[60/241] Loss: 1.187, Acc: 0.891, Base Lr: 2.62e-04
+2023-08-07 23:27:24 transreid.train INFO: Epoch[48] Iter[80/241] Loss: 1.175, Acc: 0.893, Base Lr: 2.62e-04
+2023-08-07 23:27:26 transreid.train INFO: Epoch[48] Iter[100/241] Loss: 1.142, Acc: 0.900, Base Lr: 2.62e-04
+2023-08-07 23:27:27 transreid.train INFO: Epoch[48] Iter[120/241] Loss: 1.123, Acc: 0.907, Base Lr: 2.62e-04
+2023-08-07 23:27:29 transreid.train INFO: Epoch[48] Iter[140/241] Loss: 1.090, Acc: 0.913, Base Lr: 2.62e-04
+2023-08-07 23:27:31 transreid.train INFO: Epoch[48] Iter[160/241] Loss: 1.059, Acc: 0.918, Base Lr: 2.62e-04
+2023-08-07 23:27:32 transreid.train INFO: Epoch[48] Iter[180/241] Loss: 1.024, Acc: 0.923, Base Lr: 2.62e-04
+2023-08-07 23:27:34 transreid.train INFO: Epoch[48] Iter[200/241] Loss: 0.982, Acc: 0.929, Base Lr: 2.62e-04
+2023-08-07 23:27:36 transreid.train INFO: Epoch[48] Iter[220/241] Loss: 0.934, Acc: 0.935, Base Lr: 2.62e-04
+2023-08-07 23:27:36 transreid.train INFO: Epoch 48 done. Time per epoch: 19.632[s] Speed: 736.8[samples/s]
+2023-08-07 23:27:39 transreid.train INFO: Epoch[49] Iter[20/241] Loss: 1.142, Acc: 0.897, Base Lr: 2.57e-04
+2023-08-07 23:27:40 transreid.train INFO: Epoch[49] Iter[40/241] Loss: 1.123, Acc: 0.902, Base Lr: 2.57e-04
+2023-08-07 23:27:42 transreid.train INFO: Epoch[49] Iter[60/241] Loss: 1.160, Acc: 0.894, Base Lr: 2.57e-04
+2023-08-07 23:27:44 transreid.train INFO: Epoch[49] Iter[80/241] Loss: 1.117, Acc: 0.904, Base Lr: 2.57e-04
+2023-08-07 23:27:45 transreid.train INFO: Epoch[49] Iter[100/241] Loss: 1.106, Acc: 0.905, Base Lr: 2.57e-04
+2023-08-07 23:27:47 transreid.train INFO: Epoch[49] Iter[120/241] Loss: 1.088, Acc: 0.908, Base Lr: 2.57e-04
+2023-08-07 23:27:48 transreid.train INFO: Epoch[49] Iter[140/241] Loss: 1.049, Acc: 0.916, Base Lr: 2.57e-04
+2023-08-07 23:27:50 transreid.train INFO: Epoch[49] Iter[160/241] Loss: 1.020, Acc: 0.921, Base Lr: 2.57e-04
+2023-08-07 23:27:52 transreid.train INFO: Epoch[49] Iter[180/241] Loss: 0.987, Acc: 0.926, Base Lr: 2.57e-04
+2023-08-07 23:27:53 transreid.train INFO: Epoch[49] Iter[200/241] Loss: 0.951, Acc: 0.931, Base Lr: 2.57e-04
+2023-08-07 23:27:55 transreid.train INFO: Epoch[49] Iter[220/241] Loss: 0.906, Acc: 0.936, Base Lr: 2.57e-04
+2023-08-07 23:27:55 transreid.train INFO: Epoch 49 done. Time per epoch: 19.155[s] Speed: 755.1[samples/s]
+2023-08-07 23:27:58 transreid.train INFO: Epoch[50] Iter[20/241] Loss: 1.031, Acc: 0.917, Base Lr: 2.52e-04
+2023-08-07 23:27:59 transreid.train INFO: Epoch[50] Iter[40/241] Loss: 1.071, Acc: 0.917, Base Lr: 2.52e-04
+2023-08-07 23:28:01 transreid.train INFO: Epoch[50] Iter[60/241] Loss: 1.054, Acc: 0.926, Base Lr: 2.52e-04
+2023-08-07 23:28:03 transreid.train INFO: Epoch[50] Iter[80/241] Loss: 1.047, Acc: 0.925, Base Lr: 2.52e-04
+2023-08-07 23:28:04 transreid.train INFO: Epoch[50] Iter[100/241] Loss: 1.031, Acc: 0.926, Base Lr: 2.52e-04
+2023-08-07 23:28:06 transreid.train INFO: Epoch[50] Iter[120/241] Loss: 1.000, Acc: 0.926, Base Lr: 2.52e-04
+2023-08-07 23:28:08 transreid.train INFO: Epoch[50] Iter[140/241] Loss: 0.974, Acc: 0.929, Base Lr: 2.52e-04
+2023-08-07 23:28:09 transreid.train INFO: Epoch[50] Iter[160/241] Loss: 0.955, Acc: 0.931, Base Lr: 2.52e-04
+2023-08-07 23:28:11 transreid.train INFO: Epoch[50] Iter[180/241] Loss: 0.929, Acc: 0.934, Base Lr: 2.52e-04
+2023-08-07 23:28:13 transreid.train INFO: Epoch[50] Iter[200/241] Loss: 0.897, Acc: 0.939, Base Lr: 2.52e-04
+2023-08-07 23:28:14 transreid.train INFO: Epoch[50] Iter[220/241] Loss: 0.855, Acc: 0.943, Base Lr: 2.52e-04
+2023-08-07 23:28:15 transreid.train INFO: Epoch 50 done. Time per epoch: 19.450[s] Speed: 743.6[samples/s]
+2023-08-07 23:28:17 transreid.train INFO: Epoch[51] Iter[20/241] Loss: 1.103, Acc: 0.909, Base Lr: 2.47e-04
+2023-08-07 23:28:19 transreid.train INFO: Epoch[51] Iter[40/241] Loss: 1.104, Acc: 0.904, Base Lr: 2.47e-04
+2023-08-07 23:28:21 transreid.train INFO: Epoch[51] Iter[60/241] Loss: 1.070, Acc: 0.907, Base Lr: 2.47e-04
+2023-08-07 23:28:22 transreid.train INFO: Epoch[51] Iter[80/241] Loss: 1.042, Acc: 0.913, Base Lr: 2.47e-04
+2023-08-07 23:28:24 transreid.train INFO: Epoch[51] Iter[100/241] Loss: 1.029, Acc: 0.919, Base Lr: 2.47e-04
+2023-08-07 23:28:26 transreid.train INFO: Epoch[51] Iter[120/241] Loss: 1.003, Acc: 0.923, Base Lr: 2.47e-04
+2023-08-07 23:28:27 transreid.train INFO: Epoch[51] Iter[140/241] Loss: 0.982, Acc: 0.926, Base Lr: 2.47e-04
+2023-08-07 23:28:29 transreid.train INFO: Epoch[51] Iter[160/241] Loss: 0.955, Acc: 0.930, Base Lr: 2.47e-04
+2023-08-07 23:28:31 transreid.train INFO: Epoch[51] Iter[180/241] Loss: 0.925, Acc: 0.935, Base Lr: 2.47e-04
+2023-08-07 23:28:32 transreid.train INFO: Epoch[51] Iter[200/241] Loss: 0.892, Acc: 0.938, Base Lr: 2.47e-04
+2023-08-07 23:28:34 transreid.train INFO: Epoch[51] Iter[220/241] Loss: 0.851, Acc: 0.942, Base Lr: 2.47e-04
+2023-08-07 23:28:35 transreid.train INFO: Epoch 51 done. Time per epoch: 19.855[s] Speed: 725.3[samples/s]
+2023-08-07 23:28:37 transreid.train INFO: Epoch[52] Iter[20/241] Loss: 1.049, Acc: 0.909, Base Lr: 2.42e-04
+2023-08-07 23:28:39 transreid.train INFO: Epoch[52] Iter[40/241] Loss: 1.071, Acc: 0.914, Base Lr: 2.42e-04
+2023-08-07 23:28:40 transreid.train INFO: Epoch[52] Iter[60/241] Loss: 1.046, Acc: 0.920, Base Lr: 2.42e-04
+2023-08-07 23:28:42 transreid.train INFO: Epoch[52] Iter[80/241] Loss: 1.026, Acc: 0.924, Base Lr: 2.42e-04
+2023-08-07 23:28:44 transreid.train INFO: Epoch[52] Iter[100/241] Loss: 1.002, Acc: 0.929, Base Lr: 2.42e-04
+2023-08-07 23:28:45 transreid.train INFO: Epoch[52] Iter[120/241] Loss: 0.985, Acc: 0.930, Base Lr: 2.42e-04
+2023-08-07 23:28:47 transreid.train INFO: Epoch[52] Iter[140/241] Loss: 0.957, Acc: 0.934, Base Lr: 2.42e-04
+2023-08-07 23:28:49 transreid.train INFO: Epoch[52] Iter[160/241] Loss: 0.929, Acc: 0.937, Base Lr: 2.42e-04
+2023-08-07 23:28:50 transreid.train INFO: Epoch[52] Iter[180/241] Loss: 0.900, Acc: 0.941, Base Lr: 2.42e-04
+2023-08-07 23:28:52 transreid.train INFO: Epoch[52] Iter[200/241] Loss: 0.867, Acc: 0.944, Base Lr: 2.42e-04
+2023-08-07 23:28:54 transreid.train INFO: Epoch[52] Iter[220/241] Loss: 0.825, Acc: 0.948, Base Lr: 2.42e-04
+2023-08-07 23:28:54 transreid.train INFO: Epoch 52 done. Time per epoch: 19.437[s] Speed: 744.1[samples/s]
+2023-08-07 23:28:57 transreid.train INFO: Epoch[53] Iter[20/241] Loss: 1.054, Acc: 0.905, Base Lr: 2.37e-04
+2023-08-07 23:28:58 transreid.train INFO: Epoch[53] Iter[40/241] Loss: 1.022, Acc: 0.912, Base Lr: 2.37e-04
+2023-08-07 23:29:00 transreid.train INFO: Epoch[53] Iter[60/241] Loss: 1.010, Acc: 0.915, Base Lr: 2.37e-04
+2023-08-07 23:29:02 transreid.train INFO: Epoch[53] Iter[80/241] Loss: 0.992, Acc: 0.918, Base Lr: 2.37e-04
+2023-08-07 23:29:03 transreid.train INFO: Epoch[53] Iter[100/241] Loss: 0.963, Acc: 0.926, Base Lr: 2.37e-04
+2023-08-07 23:29:05 transreid.train INFO: Epoch[53] Iter[120/241] Loss: 0.923, Acc: 0.931, Base Lr: 2.37e-04
+2023-08-07 23:29:07 transreid.train INFO: Epoch[53] Iter[140/241] Loss: 0.896, Acc: 0.935, Base Lr: 2.37e-04
+2023-08-07 23:29:08 transreid.train INFO: Epoch[53] Iter[160/241] Loss: 0.869, Acc: 0.939, Base Lr: 2.37e-04
+2023-08-07 23:29:10 transreid.train INFO: Epoch[53] Iter[180/241] Loss: 0.842, Acc: 0.943, Base Lr: 2.37e-04
+2023-08-07 23:29:12 transreid.train INFO: Epoch[53] Iter[200/241] Loss: 0.812, Acc: 0.946, Base Lr: 2.37e-04
+2023-08-07 23:29:13 transreid.train INFO: Epoch[53] Iter[220/241] Loss: 0.773, Acc: 0.950, Base Lr: 2.37e-04
+2023-08-07 23:29:14 transreid.train INFO: Epoch 53 done. Time per epoch: 19.606[s] Speed: 737.7[samples/s]
+2023-08-07 23:29:16 transreid.train INFO: Epoch[54] Iter[20/241] Loss: 0.961, Acc: 0.931, Base Lr: 2.32e-04
+2023-08-07 23:29:18 transreid.train INFO: Epoch[54] Iter[40/241] Loss: 0.946, Acc: 0.923, Base Lr: 2.32e-04
+2023-08-07 23:29:19 transreid.train INFO: Epoch[54] Iter[60/241] Loss: 0.933, Acc: 0.922, Base Lr: 2.32e-04
+2023-08-07 23:29:21 transreid.train INFO: Epoch[54] Iter[80/241] Loss: 0.911, Acc: 0.927, Base Lr: 2.32e-04
+2023-08-07 23:29:23 transreid.train INFO: Epoch[54] Iter[100/241] Loss: 0.902, Acc: 0.929, Base Lr: 2.32e-04
+2023-08-07 23:29:24 transreid.train INFO: Epoch[54] Iter[120/241] Loss: 0.875, Acc: 0.934, Base Lr: 2.32e-04
+2023-08-07 23:29:26 transreid.train INFO: Epoch[54] Iter[140/241] Loss: 0.854, Acc: 0.938, Base Lr: 2.32e-04
+2023-08-07 23:29:28 transreid.train INFO: Epoch[54] Iter[160/241] Loss: 0.826, Acc: 0.942, Base Lr: 2.32e-04
+2023-08-07 23:29:30 transreid.train INFO: Epoch[54] Iter[180/241] Loss: 0.795, Acc: 0.946, Base Lr: 2.32e-04
+2023-08-07 23:29:31 transreid.train INFO: Epoch[54] Iter[200/241] Loss: 0.765, Acc: 0.950, Base Lr: 2.32e-04
+2023-08-07 23:29:33 transreid.train INFO: Epoch[54] Iter[220/241] Loss: 0.732, Acc: 0.952, Base Lr: 2.32e-04
+2023-08-07 23:29:33 transreid.train INFO: Epoch 54 done. Time per epoch: 19.779[s] Speed: 734.5[samples/s]
+2023-08-07 23:29:36 transreid.train INFO: Epoch[55] Iter[20/241] Loss: 0.923, Acc: 0.939, Base Lr: 2.26e-04
+2023-08-07 23:29:38 transreid.train INFO: Epoch[55] Iter[40/241] Loss: 0.981, Acc: 0.922, Base Lr: 2.26e-04
+2023-08-07 23:29:39 transreid.train INFO: Epoch[55] Iter[60/241] Loss: 0.957, Acc: 0.926, Base Lr: 2.26e-04
+2023-08-07 23:29:41 transreid.train INFO: Epoch[55] Iter[80/241] Loss: 0.918, Acc: 0.934, Base Lr: 2.26e-04
+2023-08-07 23:29:43 transreid.train INFO: Epoch[55] Iter[100/241] Loss: 0.892, Acc: 0.937, Base Lr: 2.26e-04
+2023-08-07 23:29:44 transreid.train INFO: Epoch[55] Iter[120/241] Loss: 0.858, Acc: 0.940, Base Lr: 2.26e-04
+2023-08-07 23:29:46 transreid.train INFO: Epoch[55] Iter[140/241] Loss: 0.833, Acc: 0.944, Base Lr: 2.26e-04
+2023-08-07 23:29:48 transreid.train INFO: Epoch[55] Iter[160/241] Loss: 0.807, Acc: 0.948, Base Lr: 2.26e-04
+2023-08-07 23:29:49 transreid.train INFO: Epoch[55] Iter[180/241] Loss: 0.789, Acc: 0.950, Base Lr: 2.26e-04
+2023-08-07 23:29:51 transreid.train INFO: Epoch[55] Iter[200/241] Loss: 0.761, Acc: 0.953, Base Lr: 2.26e-04
+2023-08-07 23:29:52 transreid.train INFO: Epoch[55] Iter[220/241] Loss: 0.728, Acc: 0.956, Base Lr: 2.26e-04
+2023-08-07 23:29:53 transreid.train INFO: Epoch 55 done. Time per epoch: 19.688[s] Speed: 737.9[samples/s]
+2023-08-07 23:29:56 transreid.train INFO: Epoch[56] Iter[20/241] Loss: 0.899, Acc: 0.934, Base Lr: 2.21e-04
+2023-08-07 23:29:57 transreid.train INFO: Epoch[56] Iter[40/241] Loss: 0.895, Acc: 0.930, Base Lr: 2.21e-04
+2023-08-07 23:29:59 transreid.train INFO: Epoch[56] Iter[60/241] Loss: 0.901, Acc: 0.928, Base Lr: 2.21e-04
+2023-08-07 23:30:01 transreid.train INFO: Epoch[56] Iter[80/241] Loss: 0.867, Acc: 0.939, Base Lr: 2.21e-04
+2023-08-07 23:30:02 transreid.train INFO: Epoch[56] Iter[100/241] Loss: 0.853, Acc: 0.942, Base Lr: 2.21e-04
+2023-08-07 23:30:04 transreid.train INFO: Epoch[56] Iter[120/241] Loss: 0.841, Acc: 0.944, Base Lr: 2.21e-04
+2023-08-07 23:30:06 transreid.train INFO: Epoch[56] Iter[140/241] Loss: 0.821, Acc: 0.945, Base Lr: 2.21e-04
+2023-08-07 23:30:07 transreid.train INFO: Epoch[56] Iter[160/241] Loss: 0.793, Acc: 0.950, Base Lr: 2.21e-04
+2023-08-07 23:30:09 transreid.train INFO: Epoch[56] Iter[180/241] Loss: 0.768, Acc: 0.951, Base Lr: 2.21e-04
+2023-08-07 23:30:11 transreid.train INFO: Epoch[56] Iter[200/241] Loss: 0.738, Acc: 0.955, Base Lr: 2.21e-04
+2023-08-07 23:30:12 transreid.train INFO: Epoch[56] Iter[220/241] Loss: 0.701, Acc: 0.958, Base Lr: 2.21e-04
+2023-08-07 23:30:13 transreid.train INFO: Epoch 56 done. Time per epoch: 19.751[s] Speed: 735.5[samples/s]
+2023-08-07 23:30:15 transreid.train INFO: Epoch[57] Iter[20/241] Loss: 0.831, Acc: 0.944, Base Lr: 2.16e-04
+2023-08-07 23:30:17 transreid.train INFO: Epoch[57] Iter[40/241] Loss: 0.825, Acc: 0.943, Base Lr: 2.16e-04
+2023-08-07 23:30:19 transreid.train INFO: Epoch[57] Iter[60/241] Loss: 0.831, Acc: 0.943, Base Lr: 2.16e-04
+2023-08-07 23:30:21 transreid.train INFO: Epoch[57] Iter[80/241] Loss: 0.810, Acc: 0.945, Base Lr: 2.16e-04
+2023-08-07 23:30:22 transreid.train INFO: Epoch[57] Iter[100/241] Loss: 0.790, Acc: 0.949, Base Lr: 2.16e-04
+2023-08-07 23:30:24 transreid.train INFO: Epoch[57] Iter[120/241] Loss: 0.776, Acc: 0.952, Base Lr: 2.16e-04
+2023-08-07 23:30:25 transreid.train INFO: Epoch[57] Iter[140/241] Loss: 0.758, Acc: 0.953, Base Lr: 2.16e-04
+2023-08-07 23:30:27 transreid.train INFO: Epoch[57] Iter[160/241] Loss: 0.736, Acc: 0.956, Base Lr: 2.16e-04
+2023-08-07 23:30:29 transreid.train INFO: Epoch[57] Iter[180/241] Loss: 0.721, Acc: 0.959, Base Lr: 2.16e-04
+2023-08-07 23:30:30 transreid.train INFO: Epoch[57] Iter[200/241] Loss: 0.699, Acc: 0.960, Base Lr: 2.16e-04
+2023-08-07 23:30:32 transreid.train INFO: Epoch[57] Iter[220/241] Loss: 0.668, Acc: 0.962, Base Lr: 2.16e-04
+2023-08-07 23:30:33 transreid.train INFO: Epoch 57 done. Time per epoch: 19.742[s] Speed: 739.2[samples/s]
+2023-08-07 23:30:35 transreid.train INFO: Epoch[58] Iter[20/241] Loss: 0.913, Acc: 0.923, Base Lr: 2.11e-04
+2023-08-07 23:30:37 transreid.train INFO: Epoch[58] Iter[40/241] Loss: 0.856, Acc: 0.928, Base Lr: 2.11e-04
+2023-08-07 23:30:38 transreid.train INFO: Epoch[58] Iter[60/241] Loss: 0.823, Acc: 0.936, Base Lr: 2.11e-04
+2023-08-07 23:30:40 transreid.train INFO: Epoch[58] Iter[80/241] Loss: 0.793, Acc: 0.943, Base Lr: 2.11e-04
+2023-08-07 23:30:42 transreid.train INFO: Epoch[58] Iter[100/241] Loss: 0.780, Acc: 0.946, Base Lr: 2.11e-04
+2023-08-07 23:30:43 transreid.train INFO: Epoch[58] Iter[120/241] Loss: 0.765, Acc: 0.948, Base Lr: 2.11e-04
+2023-08-07 23:30:45 transreid.train INFO: Epoch[58] Iter[140/241] Loss: 0.742, Acc: 0.952, Base Lr: 2.11e-04
+2023-08-07 23:30:46 transreid.train INFO: Epoch[58] Iter[160/241] Loss: 0.721, Acc: 0.954, Base Lr: 2.11e-04
+2023-08-07 23:30:48 transreid.train INFO: Epoch[58] Iter[180/241] Loss: 0.696, Acc: 0.958, Base Lr: 2.11e-04
+2023-08-07 23:30:50 transreid.train INFO: Epoch[58] Iter[200/241] Loss: 0.670, Acc: 0.960, Base Lr: 2.11e-04
+2023-08-07 23:30:51 transreid.train INFO: Epoch[58] Iter[220/241] Loss: 0.640, Acc: 0.962, Base Lr: 2.11e-04
+2023-08-07 23:30:52 transreid.train INFO: Epoch 58 done. Time per epoch: 19.069[s] Speed: 758.5[samples/s]
+2023-08-07 23:30:54 transreid.train INFO: Epoch[59] Iter[20/241] Loss: 0.877, Acc: 0.931, Base Lr: 2.06e-04
+2023-08-07 23:30:56 transreid.train INFO: Epoch[59] Iter[40/241] Loss: 0.869, Acc: 0.929, Base Lr: 2.06e-04
+2023-08-07 23:30:58 transreid.train INFO: Epoch[59] Iter[60/241] Loss: 0.839, Acc: 0.936, Base Lr: 2.06e-04
+2023-08-07 23:30:59 transreid.train INFO: Epoch[59] Iter[80/241] Loss: 0.802, Acc: 0.942, Base Lr: 2.06e-04
+2023-08-07 23:31:01 transreid.train INFO: Epoch[59] Iter[100/241] Loss: 0.784, Acc: 0.946, Base Lr: 2.06e-04
+2023-08-07 23:31:03 transreid.train INFO: Epoch[59] Iter[120/241] Loss: 0.758, Acc: 0.949, Base Lr: 2.06e-04
+2023-08-07 23:31:04 transreid.train INFO: Epoch[59] Iter[140/241] Loss: 0.741, Acc: 0.952, Base Lr: 2.06e-04
+2023-08-07 23:31:06 transreid.train INFO: Epoch[59] Iter[160/241] Loss: 0.716, Acc: 0.954, Base Lr: 2.06e-04
+2023-08-07 23:31:08 transreid.train INFO: Epoch[59] Iter[180/241] Loss: 0.696, Acc: 0.957, Base Lr: 2.06e-04
+2023-08-07 23:31:09 transreid.train INFO: Epoch[59] Iter[200/241] Loss: 0.669, Acc: 0.960, Base Lr: 2.06e-04
+2023-08-07 23:31:11 transreid.train INFO: Epoch[59] Iter[220/241] Loss: 0.635, Acc: 0.963, Base Lr: 2.06e-04
+2023-08-07 23:31:12 transreid.train INFO: Epoch 59 done. Time per epoch: 19.844[s] Speed: 735.3[samples/s]
+2023-08-07 23:31:14 transreid.train INFO: Epoch[60] Iter[20/241] Loss: 0.766, Acc: 0.943, Base Lr: 2.00e-04
+2023-08-07 23:31:16 transreid.train INFO: Epoch[60] Iter[40/241] Loss: 0.753, Acc: 0.952, Base Lr: 2.00e-04
+2023-08-07 23:31:17 transreid.train INFO: Epoch[60] Iter[60/241] Loss: 0.761, Acc: 0.952, Base Lr: 2.00e-04
+2023-08-07 23:31:19 transreid.train INFO: Epoch[60] Iter[80/241] Loss: 0.742, Acc: 0.954, Base Lr: 2.00e-04
+2023-08-07 23:31:21 transreid.train INFO: Epoch[60] Iter[100/241] Loss: 0.725, Acc: 0.954, Base Lr: 2.00e-04
+2023-08-07 23:31:22 transreid.train INFO: Epoch[60] Iter[120/241] Loss: 0.719, Acc: 0.954, Base Lr: 2.00e-04
+2023-08-07 23:31:24 transreid.train INFO: Epoch[60] Iter[140/241] Loss: 0.702, Acc: 0.956, Base Lr: 2.00e-04
+2023-08-07 23:31:26 transreid.train INFO: Epoch[60] Iter[160/241] Loss: 0.687, Acc: 0.959, Base Lr: 2.00e-04
+2023-08-07 23:31:27 transreid.train INFO: Epoch[60] Iter[180/241] Loss: 0.667, Acc: 0.961, Base Lr: 2.00e-04
+2023-08-07 23:31:29 transreid.train INFO: Epoch[60] Iter[200/241] Loss: 0.645, Acc: 0.963, Base Lr: 2.00e-04
+2023-08-07 23:31:31 transreid.train INFO: Epoch[60] Iter[220/241] Loss: 0.617, Acc: 0.965, Base Lr: 2.00e-04
+2023-08-07 23:31:31 transreid.train INFO: Epoch 60 done. Time per epoch: 19.433[s] Speed: 741.0[samples/s]
+2023-08-07 23:31:34 transreid.train INFO: Epoch[61] Iter[20/241] Loss: 0.783, Acc: 0.941, Base Lr: 1.95e-04
+2023-08-07 23:31:35 transreid.train INFO: Epoch[61] Iter[40/241] Loss: 0.745, Acc: 0.941, Base Lr: 1.95e-04
+2023-08-07 23:31:37 transreid.train INFO: Epoch[61] Iter[60/241] Loss: 0.742, Acc: 0.946, Base Lr: 1.95e-04
+2023-08-07 23:31:38 transreid.train INFO: Epoch[61] Iter[80/241] Loss: 0.720, Acc: 0.951, Base Lr: 1.95e-04
+2023-08-07 23:31:40 transreid.train INFO: Epoch[61] Iter[100/241] Loss: 0.694, Acc: 0.955, Base Lr: 1.95e-04
+2023-08-07 23:31:42 transreid.train INFO: Epoch[61] Iter[120/241] Loss: 0.687, Acc: 0.957, Base Lr: 1.95e-04
+2023-08-07 23:31:43 transreid.train INFO: Epoch[61] Iter[140/241] Loss: 0.671, Acc: 0.959, Base Lr: 1.95e-04
+2023-08-07 23:31:45 transreid.train INFO: Epoch[61] Iter[160/241] Loss: 0.663, Acc: 0.960, Base Lr: 1.95e-04
+2023-08-07 23:31:47 transreid.train INFO: Epoch[61] Iter[180/241] Loss: 0.642, Acc: 0.962, Base Lr: 1.95e-04
+2023-08-07 23:31:48 transreid.train INFO: Epoch[61] Iter[200/241] Loss: 0.616, Acc: 0.964, Base Lr: 1.95e-04
+2023-08-07 23:31:50 transreid.train INFO: Epoch[61] Iter[220/241] Loss: 0.592, Acc: 0.966, Base Lr: 1.95e-04
+2023-08-07 23:31:51 transreid.train INFO: Epoch 61 done. Time per epoch: 19.481[s] Speed: 742.5[samples/s]
+2023-08-07 23:31:53 transreid.train INFO: Epoch[62] Iter[20/241] Loss: 0.742, Acc: 0.954, Base Lr: 1.90e-04
+2023-08-07 23:31:55 transreid.train INFO: Epoch[62] Iter[40/241] Loss: 0.743, Acc: 0.948, Base Lr: 1.90e-04
+2023-08-07 23:31:56 transreid.train INFO: Epoch[62] Iter[60/241] Loss: 0.726, Acc: 0.950, Base Lr: 1.90e-04
+2023-08-07 23:31:58 transreid.train INFO: Epoch[62] Iter[80/241] Loss: 0.715, Acc: 0.953, Base Lr: 1.90e-04
+2023-08-07 23:32:00 transreid.train INFO: Epoch[62] Iter[100/241] Loss: 0.699, Acc: 0.955, Base Lr: 1.90e-04
+2023-08-07 23:32:01 transreid.train INFO: Epoch[62] Iter[120/241] Loss: 0.678, Acc: 0.958, Base Lr: 1.90e-04
+2023-08-07 23:32:03 transreid.train INFO: Epoch[62] Iter[140/241] Loss: 0.657, Acc: 0.960, Base Lr: 1.90e-04
+2023-08-07 23:32:05 transreid.train INFO: Epoch[62] Iter[160/241] Loss: 0.638, Acc: 0.963, Base Lr: 1.90e-04
+2023-08-07 23:32:06 transreid.train INFO: Epoch[62] Iter[180/241] Loss: 0.621, Acc: 0.964, Base Lr: 1.90e-04
+2023-08-07 23:32:08 transreid.train INFO: Epoch[62] Iter[200/241] Loss: 0.601, Acc: 0.966, Base Lr: 1.90e-04
+2023-08-07 23:32:09 transreid.train INFO: Epoch[62] Iter[220/241] Loss: 0.575, Acc: 0.968, Base Lr: 1.90e-04
+2023-08-07 23:32:10 transreid.train INFO: Epoch 62 done. Time per epoch: 19.698[s] Speed: 740.8[samples/s]
+2023-08-07 23:32:13 transreid.train INFO: Epoch[63] Iter[20/241] Loss: 0.699, Acc: 0.965, Base Lr: 1.85e-04
+2023-08-07 23:32:14 transreid.train INFO: Epoch[63] Iter[40/241] Loss: 0.705, Acc: 0.959, Base Lr: 1.85e-04
+2023-08-07 23:32:16 transreid.train INFO: Epoch[63] Iter[60/241] Loss: 0.712, Acc: 0.957, Base Lr: 1.85e-04
+2023-08-07 23:32:18 transreid.train INFO: Epoch[63] Iter[80/241] Loss: 0.696, Acc: 0.958, Base Lr: 1.85e-04
+2023-08-07 23:32:19 transreid.train INFO: Epoch[63] Iter[100/241] Loss: 0.676, Acc: 0.962, Base Lr: 1.85e-04
+2023-08-07 23:32:21 transreid.train INFO: Epoch[63] Iter[120/241] Loss: 0.660, Acc: 0.963, Base Lr: 1.85e-04
+2023-08-07 23:32:23 transreid.train INFO: Epoch[63] Iter[140/241] Loss: 0.642, Acc: 0.964, Base Lr: 1.85e-04
+2023-08-07 23:32:24 transreid.train INFO: Epoch[63] Iter[160/241] Loss: 0.624, Acc: 0.966, Base Lr: 1.85e-04
+2023-08-07 23:32:26 transreid.train INFO: Epoch[63] Iter[180/241] Loss: 0.607, Acc: 0.968, Base Lr: 1.85e-04
+2023-08-07 23:32:28 transreid.train INFO: Epoch[63] Iter[200/241] Loss: 0.594, Acc: 0.969, Base Lr: 1.85e-04
+2023-08-07 23:32:29 transreid.train INFO: Epoch[63] Iter[220/241] Loss: 0.571, Acc: 0.970, Base Lr: 1.85e-04
+2023-08-07 23:32:30 transreid.train INFO: Epoch 63 done. Time per epoch: 19.677[s] Speed: 735.1[samples/s]
+2023-08-07 23:32:32 transreid.train INFO: Epoch[64] Iter[20/241] Loss: 0.728, Acc: 0.949, Base Lr: 1.80e-04
+2023-08-07 23:32:34 transreid.train INFO: Epoch[64] Iter[40/241] Loss: 0.697, Acc: 0.953, Base Lr: 1.80e-04
+2023-08-07 23:32:36 transreid.train INFO: Epoch[64] Iter[60/241] Loss: 0.703, Acc: 0.952, Base Lr: 1.80e-04
+2023-08-07 23:32:37 transreid.train INFO: Epoch[64] Iter[80/241] Loss: 0.701, Acc: 0.954, Base Lr: 1.80e-04
+2023-08-07 23:32:39 transreid.train INFO: Epoch[64] Iter[100/241] Loss: 0.678, Acc: 0.958, Base Lr: 1.80e-04
+2023-08-07 23:32:41 transreid.train INFO: Epoch[64] Iter[120/241] Loss: 0.654, Acc: 0.961, Base Lr: 1.80e-04
+2023-08-07 23:32:42 transreid.train INFO: Epoch[64] Iter[140/241] Loss: 0.641, Acc: 0.961, Base Lr: 1.80e-04
+2023-08-07 23:32:44 transreid.train INFO: Epoch[64] Iter[160/241] Loss: 0.624, Acc: 0.963, Base Lr: 1.80e-04
+2023-08-07 23:32:45 transreid.train INFO: Epoch[64] Iter[180/241] Loss: 0.606, Acc: 0.965, Base Lr: 1.80e-04
+2023-08-07 23:32:47 transreid.train INFO: Epoch[64] Iter[200/241] Loss: 0.587, Acc: 0.967, Base Lr: 1.80e-04
+2023-08-07 23:32:49 transreid.train INFO: Epoch[64] Iter[220/241] Loss: 0.562, Acc: 0.969, Base Lr: 1.80e-04
+2023-08-07 23:32:49 transreid.train INFO: Epoch 64 done. Time per epoch: 19.396[s] Speed: 745.7[samples/s]
+2023-08-07 23:32:52 transreid.train INFO: Epoch[65] Iter[20/241] Loss: 0.720, Acc: 0.956, Base Lr: 1.74e-04
+2023-08-07 23:32:53 transreid.train INFO: Epoch[65] Iter[40/241] Loss: 0.684, Acc: 0.962, Base Lr: 1.74e-04
+2023-08-07 23:32:55 transreid.train INFO: Epoch[65] Iter[60/241] Loss: 0.674, Acc: 0.957, Base Lr: 1.74e-04
+2023-08-07 23:32:57 transreid.train INFO: Epoch[65] Iter[80/241] Loss: 0.672, Acc: 0.959, Base Lr: 1.74e-04
+2023-08-07 23:32:58 transreid.train INFO: Epoch[65] Iter[100/241] Loss: 0.648, Acc: 0.962, Base Lr: 1.74e-04
+2023-08-07 23:33:00 transreid.train INFO: Epoch[65] Iter[120/241] Loss: 0.628, Acc: 0.964, Base Lr: 1.74e-04
+2023-08-07 23:33:01 transreid.train INFO: Epoch[65] Iter[140/241] Loss: 0.612, Acc: 0.964, Base Lr: 1.74e-04
+2023-08-07 23:33:03 transreid.train INFO: Epoch[65] Iter[160/241] Loss: 0.604, Acc: 0.966, Base Lr: 1.74e-04
+2023-08-07 23:33:05 transreid.train INFO: Epoch[65] Iter[180/241] Loss: 0.588, Acc: 0.967, Base Lr: 1.74e-04
+2023-08-07 23:33:06 transreid.train INFO: Epoch[65] Iter[200/241] Loss: 0.566, Acc: 0.969, Base Lr: 1.74e-04
+2023-08-07 23:33:08 transreid.train INFO: Epoch[65] Iter[220/241] Loss: 0.542, Acc: 0.971, Base Lr: 1.74e-04
+2023-08-07 23:33:09 transreid.train INFO: Epoch 65 done. Time per epoch: 19.479[s] Speed: 749.1[samples/s]
+2023-08-07 23:33:11 transreid.train INFO: Epoch[66] Iter[20/241] Loss: 0.733, Acc: 0.930, Base Lr: 1.69e-04
+2023-08-07 23:33:13 transreid.train INFO: Epoch[66] Iter[40/241] Loss: 0.689, Acc: 0.945, Base Lr: 1.69e-04
+2023-08-07 23:33:15 transreid.train INFO: Epoch[66] Iter[60/241] Loss: 0.675, Acc: 0.947, Base Lr: 1.69e-04
+2023-08-07 23:33:16 transreid.train INFO: Epoch[66] Iter[80/241] Loss: 0.657, Acc: 0.954, Base Lr: 1.69e-04
+2023-08-07 23:33:18 transreid.train INFO: Epoch[66] Iter[100/241] Loss: 0.646, Acc: 0.957, Base Lr: 1.69e-04
+2023-08-07 23:33:20 transreid.train INFO: Epoch[66] Iter[120/241] Loss: 0.629, Acc: 0.961, Base Lr: 1.69e-04
+2023-08-07 23:33:21 transreid.train INFO: Epoch[66] Iter[140/241] Loss: 0.613, Acc: 0.963, Base Lr: 1.69e-04
+2023-08-07 23:33:23 transreid.train INFO: Epoch[66] Iter[160/241] Loss: 0.596, Acc: 0.964, Base Lr: 1.69e-04
+2023-08-07 23:33:25 transreid.train INFO: Epoch[66] Iter[180/241] Loss: 0.574, Acc: 0.966, Base Lr: 1.69e-04
+2023-08-07 23:33:26 transreid.train INFO: Epoch[66] Iter[200/241] Loss: 0.551, Acc: 0.969, Base Lr: 1.69e-04
+2023-08-07 23:33:28 transreid.train INFO: Epoch[66] Iter[220/241] Loss: 0.526, Acc: 0.971, Base Lr: 1.69e-04
+2023-08-07 23:33:28 transreid.train INFO: Epoch 66 done. Time per epoch: 19.568[s] Speed: 735.9[samples/s]
+2023-08-07 23:33:31 transreid.train INFO: Epoch[67] Iter[20/241] Loss: 0.692, Acc: 0.950, Base Lr: 1.64e-04
+2023-08-07 23:33:32 transreid.train INFO: Epoch[67] Iter[40/241] Loss: 0.651, Acc: 0.959, Base Lr: 1.64e-04
+2023-08-07 23:33:34 transreid.train INFO: Epoch[67] Iter[60/241] Loss: 0.623, Acc: 0.963, Base Lr: 1.64e-04
+2023-08-07 23:33:36 transreid.train INFO: Epoch[67] Iter[80/241] Loss: 0.607, Acc: 0.966, Base Lr: 1.64e-04
+2023-08-07 23:33:37 transreid.train INFO: Epoch[67] Iter[100/241] Loss: 0.600, Acc: 0.967, Base Lr: 1.64e-04
+2023-08-07 23:33:39 transreid.train INFO: Epoch[67] Iter[120/241] Loss: 0.594, Acc: 0.968, Base Lr: 1.64e-04
+2023-08-07 23:33:41 transreid.train INFO: Epoch[67] Iter[140/241] Loss: 0.586, Acc: 0.969, Base Lr: 1.64e-04
+2023-08-07 23:33:42 transreid.train INFO: Epoch[67] Iter[160/241] Loss: 0.572, Acc: 0.971, Base Lr: 1.64e-04
+2023-08-07 23:33:44 transreid.train INFO: Epoch[67] Iter[180/241] Loss: 0.556, Acc: 0.972, Base Lr: 1.64e-04
+2023-08-07 23:33:45 transreid.train INFO: Epoch[67] Iter[200/241] Loss: 0.535, Acc: 0.974, Base Lr: 1.64e-04
+2023-08-07 23:33:47 transreid.train INFO: Epoch[67] Iter[220/241] Loss: 0.509, Acc: 0.975, Base Lr: 1.64e-04
+2023-08-07 23:33:48 transreid.train INFO: Epoch 67 done. Time per epoch: 19.374[s] Speed: 749.9[samples/s]
+2023-08-07 23:33:50 transreid.train INFO: Epoch[68] Iter[20/241] Loss: 0.669, Acc: 0.970, Base Lr: 1.59e-04
+2023-08-07 23:33:52 transreid.train INFO: Epoch[68] Iter[40/241] Loss: 0.641, Acc: 0.966, Base Lr: 1.59e-04
+2023-08-07 23:33:53 transreid.train INFO: Epoch[68] Iter[60/241] Loss: 0.638, Acc: 0.962, Base Lr: 1.59e-04
+2023-08-07 23:33:55 transreid.train INFO: Epoch[68] Iter[80/241] Loss: 0.626, Acc: 0.961, Base Lr: 1.59e-04
+2023-08-07 23:33:57 transreid.train INFO: Epoch[68] Iter[100/241] Loss: 0.614, Acc: 0.964, Base Lr: 1.59e-04
+2023-08-07 23:33:58 transreid.train INFO: Epoch[68] Iter[120/241] Loss: 0.602, Acc: 0.967, Base Lr: 1.59e-04
+2023-08-07 23:34:00 transreid.train INFO: Epoch[68] Iter[140/241] Loss: 0.590, Acc: 0.969, Base Lr: 1.59e-04
+2023-08-07 23:34:02 transreid.train INFO: Epoch[68] Iter[160/241] Loss: 0.570, Acc: 0.971, Base Lr: 1.59e-04
+2023-08-07 23:34:03 transreid.train INFO: Epoch[68] Iter[180/241] Loss: 0.553, Acc: 0.971, Base Lr: 1.59e-04
+2023-08-07 23:34:05 transreid.train INFO: Epoch[68] Iter[200/241] Loss: 0.530, Acc: 0.973, Base Lr: 1.59e-04
+2023-08-07 23:34:07 transreid.train INFO: Epoch[68] Iter[220/241] Loss: 0.504, Acc: 0.975, Base Lr: 1.59e-04
+2023-08-07 23:34:07 transreid.train INFO: Epoch 68 done. Time per epoch: 19.479[s] Speed: 745.8[samples/s]
+2023-08-07 23:34:10 transreid.train INFO: Epoch[69] Iter[20/241] Loss: 0.655, Acc: 0.961, Base Lr: 1.54e-04
+2023-08-07 23:34:11 transreid.train INFO: Epoch[69] Iter[40/241] Loss: 0.640, Acc: 0.961, Base Lr: 1.54e-04
+2023-08-07 23:34:13 transreid.train INFO: Epoch[69] Iter[60/241] Loss: 0.646, Acc: 0.960, Base Lr: 1.54e-04
+2023-08-07 23:34:15 transreid.train INFO: Epoch[69] Iter[80/241] Loss: 0.615, Acc: 0.962, Base Lr: 1.54e-04
+2023-08-07 23:34:16 transreid.train INFO: Epoch[69] Iter[100/241] Loss: 0.596, Acc: 0.966, Base Lr: 1.54e-04
+2023-08-07 23:34:18 transreid.train INFO: Epoch[69] Iter[120/241] Loss: 0.580, Acc: 0.968, Base Lr: 1.54e-04
+2023-08-07 23:34:20 transreid.train INFO: Epoch[69] Iter[140/241] Loss: 0.558, Acc: 0.971, Base Lr: 1.54e-04
+2023-08-07 23:34:21 transreid.train INFO: Epoch[69] Iter[160/241] Loss: 0.541, Acc: 0.972, Base Lr: 1.54e-04
+2023-08-07 23:34:23 transreid.train INFO: Epoch[69] Iter[180/241] Loss: 0.524, Acc: 0.974, Base Lr: 1.54e-04
+2023-08-07 23:34:25 transreid.train INFO: Epoch[69] Iter[200/241] Loss: 0.506, Acc: 0.974, Base Lr: 1.54e-04
+2023-08-07 23:34:26 transreid.train INFO: Epoch[69] Iter[220/241] Loss: 0.483, Acc: 0.976, Base Lr: 1.54e-04
+2023-08-07 23:34:27 transreid.train INFO: Epoch 69 done. Time per epoch: 19.578[s] Speed: 735.5[samples/s]
+2023-08-07 23:34:29 transreid.train INFO: Epoch[70] Iter[20/241] Loss: 0.576, Acc: 0.966, Base Lr: 1.49e-04
+2023-08-07 23:34:31 transreid.train INFO: Epoch[70] Iter[40/241] Loss: 0.581, Acc: 0.970, Base Lr: 1.49e-04
+2023-08-07 23:34:33 transreid.train INFO: Epoch[70] Iter[60/241] Loss: 0.588, Acc: 0.971, Base Lr: 1.49e-04
+2023-08-07 23:34:34 transreid.train INFO: Epoch[70] Iter[80/241] Loss: 0.577, Acc: 0.972, Base Lr: 1.49e-04
+2023-08-07 23:34:36 transreid.train INFO: Epoch[70] Iter[100/241] Loss: 0.569, Acc: 0.971, Base Lr: 1.49e-04
+2023-08-07 23:34:38 transreid.train INFO: Epoch[70] Iter[120/241] Loss: 0.552, Acc: 0.973, Base Lr: 1.49e-04
+2023-08-07 23:34:39 transreid.train INFO: Epoch[70] Iter[140/241] Loss: 0.540, Acc: 0.974, Base Lr: 1.49e-04
+2023-08-07 23:34:41 transreid.train INFO: Epoch[70] Iter[160/241] Loss: 0.530, Acc: 0.975, Base Lr: 1.49e-04
+2023-08-07 23:34:42 transreid.train INFO: Epoch[70] Iter[180/241] Loss: 0.515, Acc: 0.976, Base Lr: 1.49e-04
+2023-08-07 23:34:44 transreid.train INFO: Epoch[70] Iter[200/241] Loss: 0.500, Acc: 0.976, Base Lr: 1.49e-04
+2023-08-07 23:34:46 transreid.train INFO: Epoch[70] Iter[220/241] Loss: 0.478, Acc: 0.978, Base Lr: 1.49e-04
+2023-08-07 23:34:46 transreid.train INFO: Epoch 70 done. Time per epoch: 19.508[s] Speed: 741.4[samples/s]
+2023-08-07 23:34:49 transreid.train INFO: Epoch[71] Iter[20/241] Loss: 0.588, Acc: 0.970, Base Lr: 1.44e-04
+2023-08-07 23:34:50 transreid.train INFO: Epoch[71] Iter[40/241] Loss: 0.568, Acc: 0.971, Base Lr: 1.44e-04
+2023-08-07 23:34:52 transreid.train INFO: Epoch[71] Iter[60/241] Loss: 0.561, Acc: 0.971, Base Lr: 1.44e-04
+2023-08-07 23:34:54 transreid.train INFO: Epoch[71] Iter[80/241] Loss: 0.549, Acc: 0.973, Base Lr: 1.44e-04
+2023-08-07 23:34:55 transreid.train INFO: Epoch[71] Iter[100/241] Loss: 0.545, Acc: 0.972, Base Lr: 1.44e-04
+2023-08-07 23:34:57 transreid.train INFO: Epoch[71] Iter[120/241] Loss: 0.537, Acc: 0.974, Base Lr: 1.44e-04
+2023-08-07 23:34:59 transreid.train INFO: Epoch[71] Iter[140/241] Loss: 0.526, Acc: 0.976, Base Lr: 1.44e-04
+2023-08-07 23:35:00 transreid.train INFO: Epoch[71] Iter[160/241] Loss: 0.513, Acc: 0.977, Base Lr: 1.44e-04
+2023-08-07 23:35:02 transreid.train INFO: Epoch[71] Iter[180/241] Loss: 0.501, Acc: 0.978, Base Lr: 1.44e-04
+2023-08-07 23:35:04 transreid.train INFO: Epoch[71] Iter[200/241] Loss: 0.485, Acc: 0.978, Base Lr: 1.44e-04
+2023-08-07 23:35:06 transreid.train INFO: Epoch[71] Iter[220/241] Loss: 0.465, Acc: 0.979, Base Lr: 1.44e-04
+2023-08-07 23:35:06 transreid.train INFO: Epoch 71 done. Time per epoch: 19.890[s] Speed: 724.0[samples/s]
+2023-08-07 23:35:09 transreid.train INFO: Epoch[72] Iter[20/241] Loss: 0.693, Acc: 0.956, Base Lr: 1.39e-04
+2023-08-07 23:35:11 transreid.train INFO: Epoch[72] Iter[40/241] Loss: 0.624, Acc: 0.962, Base Lr: 1.39e-04
+2023-08-07 23:35:12 transreid.train INFO: Epoch[72] Iter[60/241] Loss: 0.597, Acc: 0.965, Base Lr: 1.39e-04
+2023-08-07 23:35:14 transreid.train INFO: Epoch[72] Iter[80/241] Loss: 0.570, Acc: 0.968, Base Lr: 1.39e-04
+2023-08-07 23:35:16 transreid.train INFO: Epoch[72] Iter[100/241] Loss: 0.541, Acc: 0.972, Base Lr: 1.39e-04
+2023-08-07 23:35:17 transreid.train INFO: Epoch[72] Iter[120/241] Loss: 0.520, Acc: 0.974, Base Lr: 1.39e-04
+2023-08-07 23:35:19 transreid.train INFO: Epoch[72] Iter[140/241] Loss: 0.505, Acc: 0.975, Base Lr: 1.39e-04
+2023-08-07 23:35:21 transreid.train INFO: Epoch[72] Iter[160/241] Loss: 0.495, Acc: 0.977, Base Lr: 1.39e-04
+2023-08-07 23:35:22 transreid.train INFO: Epoch[72] Iter[180/241] Loss: 0.482, Acc: 0.978, Base Lr: 1.39e-04
+2023-08-07 23:35:24 transreid.train INFO: Epoch[72] Iter[200/241] Loss: 0.471, Acc: 0.978, Base Lr: 1.39e-04
+2023-08-07 23:35:26 transreid.train INFO: Epoch[72] Iter[220/241] Loss: 0.454, Acc: 0.979, Base Lr: 1.39e-04
+2023-08-07 23:35:26 transreid.train INFO: Epoch 72 done. Time per epoch: 19.980[s] Speed: 723.9[samples/s]
+2023-08-07 23:35:29 transreid.train INFO: Epoch[73] Iter[20/241] Loss: 0.574, Acc: 0.972, Base Lr: 1.34e-04
+2023-08-07 23:35:30 transreid.train INFO: Epoch[73] Iter[40/241] Loss: 0.565, Acc: 0.967, Base Lr: 1.34e-04
+2023-08-07 23:35:32 transreid.train INFO: Epoch[73] Iter[60/241] Loss: 0.563, Acc: 0.967, Base Lr: 1.34e-04
+2023-08-07 23:35:34 transreid.train INFO: Epoch[73] Iter[80/241] Loss: 0.545, Acc: 0.970, Base Lr: 1.34e-04
+2023-08-07 23:35:35 transreid.train INFO: Epoch[73] Iter[100/241] Loss: 0.539, Acc: 0.972, Base Lr: 1.34e-04
+2023-08-07 23:35:37 transreid.train INFO: Epoch[73] Iter[120/241] Loss: 0.523, Acc: 0.974, Base Lr: 1.34e-04
+2023-08-07 23:35:38 transreid.train INFO: Epoch[73] Iter[140/241] Loss: 0.510, Acc: 0.975, Base Lr: 1.34e-04
+2023-08-07 23:35:40 transreid.train INFO: Epoch[73] Iter[160/241] Loss: 0.495, Acc: 0.976, Base Lr: 1.34e-04
+2023-08-07 23:35:42 transreid.train INFO: Epoch[73] Iter[180/241] Loss: 0.480, Acc: 0.977, Base Lr: 1.34e-04
+2023-08-07 23:35:43 transreid.train INFO: Epoch[73] Iter[200/241] Loss: 0.465, Acc: 0.979, Base Lr: 1.34e-04
+2023-08-07 23:35:45 transreid.train INFO: Epoch[73] Iter[220/241] Loss: 0.443, Acc: 0.980, Base Lr: 1.34e-04
+2023-08-07 23:35:46 transreid.train INFO: Epoch 73 done. Time per epoch: 19.565[s] Speed: 742.6[samples/s]
+2023-08-07 23:35:48 transreid.train INFO: Epoch[74] Iter[20/241] Loss: 0.506, Acc: 0.975, Base Lr: 1.29e-04
+2023-08-07 23:35:50 transreid.train INFO: Epoch[74] Iter[40/241] Loss: 0.509, Acc: 0.971, Base Lr: 1.29e-04
+2023-08-07 23:35:51 transreid.train INFO: Epoch[74] Iter[60/241] Loss: 0.539, Acc: 0.970, Base Lr: 1.29e-04
+2023-08-07 23:35:53 transreid.train INFO: Epoch[74] Iter[80/241] Loss: 0.528, Acc: 0.972, Base Lr: 1.29e-04
+2023-08-07 23:35:55 transreid.train INFO: Epoch[74] Iter[100/241] Loss: 0.520, Acc: 0.974, Base Lr: 1.29e-04
+2023-08-07 23:35:56 transreid.train INFO: Epoch[74] Iter[120/241] Loss: 0.513, Acc: 0.974, Base Lr: 1.29e-04
+2023-08-07 23:35:58 transreid.train INFO: Epoch[74] Iter[140/241] Loss: 0.496, Acc: 0.977, Base Lr: 1.29e-04
+2023-08-07 23:36:00 transreid.train INFO: Epoch[74] Iter[160/241] Loss: 0.486, Acc: 0.978, Base Lr: 1.29e-04
+2023-08-07 23:36:02 transreid.train INFO: Epoch[74] Iter[180/241] Loss: 0.472, Acc: 0.979, Base Lr: 1.29e-04
+2023-08-07 23:36:03 transreid.train INFO: Epoch[74] Iter[200/241] Loss: 0.454, Acc: 0.980, Base Lr: 1.29e-04
+2023-08-07 23:36:05 transreid.train INFO: Epoch[74] Iter[220/241] Loss: 0.435, Acc: 0.981, Base Lr: 1.29e-04
+2023-08-07 23:36:05 transreid.train INFO: Epoch 74 done. Time per epoch: 19.653[s] Speed: 732.7[samples/s]
+2023-08-07 23:36:08 transreid.train INFO: Epoch[75] Iter[20/241] Loss: 0.543, Acc: 0.973, Base Lr: 1.24e-04
+2023-08-07 23:36:09 transreid.train INFO: Epoch[75] Iter[40/241] Loss: 0.545, Acc: 0.973, Base Lr: 1.24e-04
+2023-08-07 23:36:11 transreid.train INFO: Epoch[75] Iter[60/241] Loss: 0.536, Acc: 0.973, Base Lr: 1.24e-04
+2023-08-07 23:36:13 transreid.train INFO: Epoch[75] Iter[80/241] Loss: 0.520, Acc: 0.974, Base Lr: 1.24e-04
+2023-08-07 23:36:15 transreid.train INFO: Epoch[75] Iter[100/241] Loss: 0.510, Acc: 0.975, Base Lr: 1.24e-04
+2023-08-07 23:36:16 transreid.train INFO: Epoch[75] Iter[120/241] Loss: 0.506, Acc: 0.975, Base Lr: 1.24e-04
+2023-08-07 23:36:18 transreid.train INFO: Epoch[75] Iter[140/241] Loss: 0.489, Acc: 0.976, Base Lr: 1.24e-04
+2023-08-07 23:36:20 transreid.train INFO: Epoch[75] Iter[160/241] Loss: 0.479, Acc: 0.977, Base Lr: 1.24e-04
+2023-08-07 23:36:22 transreid.train INFO: Epoch[75] Iter[180/241] Loss: 0.465, Acc: 0.979, Base Lr: 1.24e-04
+2023-08-07 23:36:23 transreid.train INFO: Epoch[75] Iter[200/241] Loss: 0.448, Acc: 0.981, Base Lr: 1.24e-04
+2023-08-07 23:36:25 transreid.train INFO: Epoch[75] Iter[220/241] Loss: 0.429, Acc: 0.982, Base Lr: 1.24e-04
+2023-08-07 23:36:25 transreid.train INFO: Epoch 75 done. Time per epoch: 19.925[s] Speed: 725.9[samples/s]
+2023-08-07 23:36:28 transreid.train INFO: Epoch[76] Iter[20/241] Loss: 0.547, Acc: 0.975, Base Lr: 1.19e-04
+2023-08-07 23:36:29 transreid.train INFO: Epoch[76] Iter[40/241] Loss: 0.531, Acc: 0.975, Base Lr: 1.19e-04
+2023-08-07 23:36:31 transreid.train INFO: Epoch[76] Iter[60/241] Loss: 0.517, Acc: 0.976, Base Lr: 1.19e-04
+2023-08-07 23:36:33 transreid.train INFO: Epoch[76] Iter[80/241] Loss: 0.499, Acc: 0.977, Base Lr: 1.19e-04
+2023-08-07 23:36:34 transreid.train INFO: Epoch[76] Iter[100/241] Loss: 0.497, Acc: 0.977, Base Lr: 1.19e-04
+2023-08-07 23:36:36 transreid.train INFO: Epoch[76] Iter[120/241] Loss: 0.487, Acc: 0.978, Base Lr: 1.19e-04
+2023-08-07 23:36:37 transreid.train INFO: Epoch[76] Iter[140/241] Loss: 0.480, Acc: 0.978, Base Lr: 1.19e-04
+2023-08-07 23:36:39 transreid.train INFO: Epoch[76] Iter[160/241] Loss: 0.464, Acc: 0.979, Base Lr: 1.19e-04
+2023-08-07 23:36:41 transreid.train INFO: Epoch[76] Iter[180/241] Loss: 0.453, Acc: 0.980, Base Lr: 1.19e-04
+2023-08-07 23:36:42 transreid.train INFO: Epoch[76] Iter[200/241] Loss: 0.437, Acc: 0.980, Base Lr: 1.19e-04
+2023-08-07 23:36:44 transreid.train INFO: Epoch[76] Iter[220/241] Loss: 0.417, Acc: 0.981, Base Lr: 1.19e-04
+2023-08-07 23:36:44 transreid.train INFO: Epoch 76 done. Time per epoch: 19.142[s] Speed: 755.6[samples/s]
+2023-08-07 23:36:47 transreid.train INFO: Epoch[77] Iter[20/241] Loss: 0.526, Acc: 0.973, Base Lr: 1.14e-04
+2023-08-07 23:36:49 transreid.train INFO: Epoch[77] Iter[40/241] Loss: 0.489, Acc: 0.975, Base Lr: 1.14e-04
+2023-08-07 23:36:50 transreid.train INFO: Epoch[77] Iter[60/241] Loss: 0.498, Acc: 0.976, Base Lr: 1.14e-04
+2023-08-07 23:36:52 transreid.train INFO: Epoch[77] Iter[80/241] Loss: 0.494, Acc: 0.976, Base Lr: 1.14e-04
+2023-08-07 23:36:54 transreid.train INFO: Epoch[77] Iter[100/241] Loss: 0.481, Acc: 0.979, Base Lr: 1.14e-04
+2023-08-07 23:36:55 transreid.train INFO: Epoch[77] Iter[120/241] Loss: 0.473, Acc: 0.980, Base Lr: 1.14e-04
+2023-08-07 23:36:57 transreid.train INFO: Epoch[77] Iter[140/241] Loss: 0.467, Acc: 0.979, Base Lr: 1.14e-04
+2023-08-07 23:36:58 transreid.train INFO: Epoch[77] Iter[160/241] Loss: 0.460, Acc: 0.979, Base Lr: 1.14e-04
+2023-08-07 23:37:00 transreid.train INFO: Epoch[77] Iter[180/241] Loss: 0.445, Acc: 0.980, Base Lr: 1.14e-04
+2023-08-07 23:37:02 transreid.train INFO: Epoch[77] Iter[200/241] Loss: 0.430, Acc: 0.981, Base Lr: 1.14e-04
+2023-08-07 23:37:03 transreid.train INFO: Epoch[77] Iter[220/241] Loss: 0.409, Acc: 0.982, Base Lr: 1.14e-04
+2023-08-07 23:37:04 transreid.train INFO: Epoch 77 done. Time per epoch: 19.557[s] Speed: 736.3[samples/s]
+2023-08-07 23:37:07 transreid.train INFO: Epoch[78] Iter[20/241] Loss: 0.504, Acc: 0.965, Base Lr: 1.10e-04
+2023-08-07 23:37:08 transreid.train INFO: Epoch[78] Iter[40/241] Loss: 0.490, Acc: 0.975, Base Lr: 1.10e-04
+2023-08-07 23:37:10 transreid.train INFO: Epoch[78] Iter[60/241] Loss: 0.482, Acc: 0.976, Base Lr: 1.10e-04
+2023-08-07 23:37:12 transreid.train INFO: Epoch[78] Iter[80/241] Loss: 0.483, Acc: 0.975, Base Lr: 1.10e-04
+2023-08-07 23:37:13 transreid.train INFO: Epoch[78] Iter[100/241] Loss: 0.469, Acc: 0.976, Base Lr: 1.10e-04
+2023-08-07 23:37:15 transreid.train INFO: Epoch[78] Iter[120/241] Loss: 0.464, Acc: 0.975, Base Lr: 1.10e-04
+2023-08-07 23:37:17 transreid.train INFO: Epoch[78] Iter[140/241] Loss: 0.465, Acc: 0.976, Base Lr: 1.10e-04
+2023-08-07 23:37:18 transreid.train INFO: Epoch[78] Iter[160/241] Loss: 0.455, Acc: 0.977, Base Lr: 1.10e-04
+2023-08-07 23:37:20 transreid.train INFO: Epoch[78] Iter[180/241] Loss: 0.440, Acc: 0.978, Base Lr: 1.10e-04
+2023-08-07 23:37:22 transreid.train INFO: Epoch[78] Iter[200/241] Loss: 0.425, Acc: 0.979, Base Lr: 1.10e-04
+2023-08-07 23:37:23 transreid.train INFO: Epoch[78] Iter[220/241] Loss: 0.405, Acc: 0.980, Base Lr: 1.10e-04
+2023-08-07 23:37:24 transreid.train INFO: Epoch 78 done. Time per epoch: 19.816[s] Speed: 726.7[samples/s]
+2023-08-07 23:37:26 transreid.train INFO: Epoch[79] Iter[20/241] Loss: 0.478, Acc: 0.970, Base Lr: 1.05e-04
+2023-08-07 23:37:28 transreid.train INFO: Epoch[79] Iter[40/241] Loss: 0.507, Acc: 0.973, Base Lr: 1.05e-04
+2023-08-07 23:37:30 transreid.train INFO: Epoch[79] Iter[60/241] Loss: 0.497, Acc: 0.973, Base Lr: 1.05e-04
+2023-08-07 23:37:31 transreid.train INFO: Epoch[79] Iter[80/241] Loss: 0.495, Acc: 0.973, Base Lr: 1.05e-04
+2023-08-07 23:37:33 transreid.train INFO: Epoch[79] Iter[100/241] Loss: 0.481, Acc: 0.975, Base Lr: 1.05e-04
+2023-08-07 23:37:34 transreid.train INFO: Epoch[79] Iter[120/241] Loss: 0.466, Acc: 0.977, Base Lr: 1.05e-04
+2023-08-07 23:37:36 transreid.train INFO: Epoch[79] Iter[140/241] Loss: 0.450, Acc: 0.979, Base Lr: 1.05e-04
+2023-08-07 23:37:38 transreid.train INFO: Epoch[79] Iter[160/241] Loss: 0.442, Acc: 0.979, Base Lr: 1.05e-04
+2023-08-07 23:37:39 transreid.train INFO: Epoch[79] Iter[180/241] Loss: 0.427, Acc: 0.981, Base Lr: 1.05e-04
+2023-08-07 23:37:41 transreid.train INFO: Epoch[79] Iter[200/241] Loss: 0.415, Acc: 0.981, Base Lr: 1.05e-04
+2023-08-07 23:37:43 transreid.train INFO: Epoch[79] Iter[220/241] Loss: 0.397, Acc: 0.982, Base Lr: 1.05e-04
+2023-08-07 23:37:43 transreid.train INFO: Epoch 79 done. Time per epoch: 19.637[s] Speed: 739.8[samples/s]
+2023-08-07 23:37:46 transreid.train INFO: Epoch[80] Iter[20/241] Loss: 0.476, Acc: 0.977, Base Lr: 1.01e-04
+2023-08-07 23:37:47 transreid.train INFO: Epoch[80] Iter[40/241] Loss: 0.486, Acc: 0.978, Base Lr: 1.01e-04
+2023-08-07 23:37:49 transreid.train INFO: Epoch[80] Iter[60/241] Loss: 0.491, Acc: 0.975, Base Lr: 1.01e-04
+2023-08-07 23:37:51 transreid.train INFO: Epoch[80] Iter[80/241] Loss: 0.479, Acc: 0.976, Base Lr: 1.01e-04
+2023-08-07 23:37:53 transreid.train INFO: Epoch[80] Iter[100/241] Loss: 0.467, Acc: 0.977, Base Lr: 1.01e-04
+2023-08-07 23:37:54 transreid.train INFO: Epoch[80] Iter[120/241] Loss: 0.457, Acc: 0.978, Base Lr: 1.01e-04
+2023-08-07 23:37:56 transreid.train INFO: Epoch[80] Iter[140/241] Loss: 0.446, Acc: 0.979, Base Lr: 1.01e-04
+2023-08-07 23:37:57 transreid.train INFO: Epoch[80] Iter[160/241] Loss: 0.433, Acc: 0.980, Base Lr: 1.01e-04
+2023-08-07 23:37:59 transreid.train INFO: Epoch[80] Iter[180/241] Loss: 0.420, Acc: 0.981, Base Lr: 1.01e-04
+2023-08-07 23:38:01 transreid.train INFO: Epoch[80] Iter[200/241] Loss: 0.404, Acc: 0.982, Base Lr: 1.01e-04
+2023-08-07 23:38:02 transreid.train INFO: Epoch[80] Iter[220/241] Loss: 0.388, Acc: 0.983, Base Lr: 1.01e-04
+2023-08-07 23:38:03 transreid.train INFO: Epoch 80 done. Time per epoch: 19.532[s] Speed: 743.8[samples/s]
+2023-08-07 23:38:06 transreid.train INFO: Epoch[81] Iter[20/241] Loss: 0.515, Acc: 0.975, Base Lr: 9.61e-05
+2023-08-07 23:38:07 transreid.train INFO: Epoch[81] Iter[40/241] Loss: 0.506, Acc: 0.974, Base Lr: 9.61e-05
+2023-08-07 23:38:09 transreid.train INFO: Epoch[81] Iter[60/241] Loss: 0.484, Acc: 0.976, Base Lr: 9.61e-05
+2023-08-07 23:38:10 transreid.train INFO: Epoch[81] Iter[80/241] Loss: 0.472, Acc: 0.978, Base Lr: 9.61e-05
+2023-08-07 23:38:12 transreid.train INFO: Epoch[81] Iter[100/241] Loss: 0.453, Acc: 0.981, Base Lr: 9.61e-05
+2023-08-07 23:38:14 transreid.train INFO: Epoch[81] Iter[120/241] Loss: 0.447, Acc: 0.981, Base Lr: 9.61e-05
+2023-08-07 23:38:16 transreid.train INFO: Epoch[81] Iter[140/241] Loss: 0.435, Acc: 0.982, Base Lr: 9.61e-05
+2023-08-07 23:38:17 transreid.train INFO: Epoch[81] Iter[160/241] Loss: 0.428, Acc: 0.982, Base Lr: 9.61e-05
+2023-08-07 23:38:19 transreid.train INFO: Epoch[81] Iter[180/241] Loss: 0.422, Acc: 0.982, Base Lr: 9.61e-05
+2023-08-07 23:38:21 transreid.train INFO: Epoch[81] Iter[200/241] Loss: 0.408, Acc: 0.983, Base Lr: 9.61e-05
+2023-08-07 23:38:22 transreid.train INFO: Epoch[81] Iter[220/241] Loss: 0.392, Acc: 0.983, Base Lr: 9.61e-05
+2023-08-07 23:38:23 transreid.train INFO: Epoch 81 done. Time per epoch: 19.941[s] Speed: 728.6[samples/s]
+2023-08-07 23:38:26 transreid.train INFO: Epoch[82] Iter[20/241] Loss: 0.446, Acc: 0.981, Base Lr: 9.17e-05
+2023-08-07 23:38:27 transreid.train INFO: Epoch[82] Iter[40/241] Loss: 0.471, Acc: 0.977, Base Lr: 9.17e-05
+2023-08-07 23:38:29 transreid.train INFO: Epoch[82] Iter[60/241] Loss: 0.470, Acc: 0.978, Base Lr: 9.17e-05
+2023-08-07 23:38:31 transreid.train INFO: Epoch[82] Iter[80/241] Loss: 0.453, Acc: 0.979, Base Lr: 9.17e-05
+2023-08-07 23:38:32 transreid.train INFO: Epoch[82] Iter[100/241] Loss: 0.441, Acc: 0.981, Base Lr: 9.17e-05
+2023-08-07 23:38:34 transreid.train INFO: Epoch[82] Iter[120/241] Loss: 0.437, Acc: 0.982, Base Lr: 9.17e-05
+2023-08-07 23:38:36 transreid.train INFO: Epoch[82] Iter[140/241] Loss: 0.429, Acc: 0.982, Base Lr: 9.17e-05
+2023-08-07 23:38:37 transreid.train INFO: Epoch[82] Iter[160/241] Loss: 0.420, Acc: 0.983, Base Lr: 9.17e-05
+2023-08-07 23:38:39 transreid.train INFO: Epoch[82] Iter[180/241] Loss: 0.410, Acc: 0.983, Base Lr: 9.17e-05
+2023-08-07 23:38:41 transreid.train INFO: Epoch[82] Iter[200/241] Loss: 0.399, Acc: 0.983, Base Lr: 9.17e-05
+2023-08-07 23:38:42 transreid.train INFO: Epoch[82] Iter[220/241] Loss: 0.383, Acc: 0.984, Base Lr: 9.17e-05
+2023-08-07 23:38:43 transreid.train INFO: Epoch 82 done. Time per epoch: 20.292[s] Speed: 719.1[samples/s]
+2023-08-07 23:38:46 transreid.train INFO: Epoch[83] Iter[20/241] Loss: 0.522, Acc: 0.970, Base Lr: 8.73e-05
+2023-08-07 23:38:47 transreid.train INFO: Epoch[83] Iter[40/241] Loss: 0.509, Acc: 0.973, Base Lr: 8.73e-05
+2023-08-07 23:38:49 transreid.train INFO: Epoch[83] Iter[60/241] Loss: 0.501, Acc: 0.973, Base Lr: 8.73e-05
+2023-08-07 23:38:51 transreid.train INFO: Epoch[83] Iter[80/241] Loss: 0.475, Acc: 0.977, Base Lr: 8.73e-05
+2023-08-07 23:38:52 transreid.train INFO: Epoch[83] Iter[100/241] Loss: 0.471, Acc: 0.977, Base Lr: 8.73e-05
+2023-08-07 23:38:54 transreid.train INFO: Epoch[83] Iter[120/241] Loss: 0.458, Acc: 0.978, Base Lr: 8.73e-05
+2023-08-07 23:38:56 transreid.train INFO: Epoch[83] Iter[140/241] Loss: 0.445, Acc: 0.980, Base Lr: 8.73e-05
+2023-08-07 23:38:57 transreid.train INFO: Epoch[83] Iter[160/241] Loss: 0.433, Acc: 0.981, Base Lr: 8.73e-05
+2023-08-07 23:38:59 transreid.train INFO: Epoch[83] Iter[180/241] Loss: 0.420, Acc: 0.981, Base Lr: 8.73e-05
+2023-08-07 23:39:01 transreid.train INFO: Epoch[83] Iter[200/241] Loss: 0.408, Acc: 0.981, Base Lr: 8.73e-05
+2023-08-07 23:39:02 transreid.train INFO: Epoch[83] Iter[220/241] Loss: 0.389, Acc: 0.983, Base Lr: 8.73e-05
+2023-08-07 23:39:03 transreid.train INFO: Epoch 83 done. Time per epoch: 19.649[s] Speed: 736.1[samples/s]
+2023-08-07 23:39:05 transreid.train INFO: Epoch[84] Iter[20/241] Loss: 0.480, Acc: 0.978, Base Lr: 8.31e-05
+2023-08-07 23:39:07 transreid.train INFO: Epoch[84] Iter[40/241] Loss: 0.459, Acc: 0.975, Base Lr: 8.31e-05
+2023-08-07 23:39:08 transreid.train INFO: Epoch[84] Iter[60/241] Loss: 0.455, Acc: 0.979, Base Lr: 8.31e-05
+2023-08-07 23:39:10 transreid.train INFO: Epoch[84] Iter[80/241] Loss: 0.449, Acc: 0.979, Base Lr: 8.31e-05
+2023-08-07 23:39:12 transreid.train INFO: Epoch[84] Iter[100/241] Loss: 0.433, Acc: 0.980, Base Lr: 8.31e-05
+2023-08-07 23:39:13 transreid.train INFO: Epoch[84] Iter[120/241] Loss: 0.426, Acc: 0.981, Base Lr: 8.31e-05
+2023-08-07 23:39:15 transreid.train INFO: Epoch[84] Iter[140/241] Loss: 0.423, Acc: 0.981, Base Lr: 8.31e-05
+2023-08-07 23:39:17 transreid.train INFO: Epoch[84] Iter[160/241] Loss: 0.417, Acc: 0.981, Base Lr: 8.31e-05
+2023-08-07 23:39:18 transreid.train INFO: Epoch[84] Iter[180/241] Loss: 0.409, Acc: 0.981, Base Lr: 8.31e-05
+2023-08-07 23:39:20 transreid.train INFO: Epoch[84] Iter[200/241] Loss: 0.398, Acc: 0.982, Base Lr: 8.31e-05
+2023-08-07 23:39:22 transreid.train INFO: Epoch[84] Iter[220/241] Loss: 0.380, Acc: 0.983, Base Lr: 8.31e-05
+2023-08-07 23:39:22 transreid.train INFO: Epoch 84 done. Time per epoch: 19.295[s] Speed: 749.6[samples/s]
+2023-08-07 23:39:25 transreid.train INFO: Epoch[85] Iter[20/241] Loss: 0.439, Acc: 0.979, Base Lr: 7.89e-05
+2023-08-07 23:39:26 transreid.train INFO: Epoch[85] Iter[40/241] Loss: 0.462, Acc: 0.979, Base Lr: 7.89e-05
+2023-08-07 23:39:28 transreid.train INFO: Epoch[85] Iter[60/241] Loss: 0.450, Acc: 0.978, Base Lr: 7.89e-05
+2023-08-07 23:39:30 transreid.train INFO: Epoch[85] Iter[80/241] Loss: 0.448, Acc: 0.977, Base Lr: 7.89e-05
+2023-08-07 23:39:31 transreid.train INFO: Epoch[85] Iter[100/241] Loss: 0.441, Acc: 0.978, Base Lr: 7.89e-05
+2023-08-07 23:39:33 transreid.train INFO: Epoch[85] Iter[120/241] Loss: 0.430, Acc: 0.980, Base Lr: 7.89e-05
+2023-08-07 23:39:35 transreid.train INFO: Epoch[85] Iter[140/241] Loss: 0.423, Acc: 0.981, Base Lr: 7.89e-05
+2023-08-07 23:39:36 transreid.train INFO: Epoch[85] Iter[160/241] Loss: 0.412, Acc: 0.982, Base Lr: 7.89e-05
+2023-08-07 23:39:38 transreid.train INFO: Epoch[85] Iter[180/241] Loss: 0.405, Acc: 0.982, Base Lr: 7.89e-05
+2023-08-07 23:39:39 transreid.train INFO: Epoch[85] Iter[200/241] Loss: 0.395, Acc: 0.983, Base Lr: 7.89e-05
+2023-08-07 23:39:41 transreid.train INFO: Epoch[85] Iter[220/241] Loss: 0.380, Acc: 0.984, Base Lr: 7.89e-05
+2023-08-07 23:39:42 transreid.train INFO: Epoch 85 done. Time per epoch: 19.425[s] Speed: 744.6[samples/s]
+2023-08-07 23:39:44 transreid.train INFO: Epoch[86] Iter[20/241] Loss: 0.525, Acc: 0.962, Base Lr: 7.48e-05
+2023-08-07 23:39:46 transreid.train INFO: Epoch[86] Iter[40/241] Loss: 0.498, Acc: 0.968, Base Lr: 7.48e-05
+2023-08-07 23:39:47 transreid.train INFO: Epoch[86] Iter[60/241] Loss: 0.476, Acc: 0.973, Base Lr: 7.48e-05
+2023-08-07 23:39:49 transreid.train INFO: Epoch[86] Iter[80/241] Loss: 0.465, Acc: 0.975, Base Lr: 7.48e-05
+2023-08-07 23:39:51 transreid.train INFO: Epoch[86] Iter[100/241] Loss: 0.454, Acc: 0.975, Base Lr: 7.48e-05
+2023-08-07 23:39:52 transreid.train INFO: Epoch[86] Iter[120/241] Loss: 0.440, Acc: 0.977, Base Lr: 7.48e-05
+2023-08-07 23:39:54 transreid.train INFO: Epoch[86] Iter[140/241] Loss: 0.429, Acc: 0.978, Base Lr: 7.48e-05
+2023-08-07 23:39:56 transreid.train INFO: Epoch[86] Iter[160/241] Loss: 0.414, Acc: 0.980, Base Lr: 7.48e-05
+2023-08-07 23:39:57 transreid.train INFO: Epoch[86] Iter[180/241] Loss: 0.399, Acc: 0.981, Base Lr: 7.48e-05
+2023-08-07 23:39:59 transreid.train INFO: Epoch[86] Iter[200/241] Loss: 0.386, Acc: 0.982, Base Lr: 7.48e-05
+2023-08-07 23:40:00 transreid.train INFO: Epoch[86] Iter[220/241] Loss: 0.369, Acc: 0.983, Base Lr: 7.48e-05
+2023-08-07 23:40:01 transreid.train INFO: Epoch 86 done. Time per epoch: 19.484[s] Speed: 745.6[samples/s]
+2023-08-07 23:40:04 transreid.train INFO: Epoch[87] Iter[20/241] Loss: 0.453, Acc: 0.981, Base Lr: 7.08e-05
+2023-08-07 23:40:05 transreid.train INFO: Epoch[87] Iter[40/241] Loss: 0.445, Acc: 0.980, Base Lr: 7.08e-05
+2023-08-07 23:40:07 transreid.train INFO: Epoch[87] Iter[60/241] Loss: 0.432, Acc: 0.984, Base Lr: 7.08e-05
+2023-08-07 23:40:08 transreid.train INFO: Epoch[87] Iter[80/241] Loss: 0.438, Acc: 0.983, Base Lr: 7.08e-05
+2023-08-07 23:40:10 transreid.train INFO: Epoch[87] Iter[100/241] Loss: 0.426, Acc: 0.984, Base Lr: 7.08e-05
+2023-08-07 23:40:12 transreid.train INFO: Epoch[87] Iter[120/241] Loss: 0.423, Acc: 0.984, Base Lr: 7.08e-05
+2023-08-07 23:40:13 transreid.train INFO: Epoch[87] Iter[140/241] Loss: 0.410, Acc: 0.985, Base Lr: 7.08e-05
+2023-08-07 23:40:15 transreid.train INFO: Epoch[87] Iter[160/241] Loss: 0.406, Acc: 0.984, Base Lr: 7.08e-05
+2023-08-07 23:40:17 transreid.train INFO: Epoch[87] Iter[180/241] Loss: 0.395, Acc: 0.985, Base Lr: 7.08e-05
+2023-08-07 23:40:18 transreid.train INFO: Epoch[87] Iter[200/241] Loss: 0.383, Acc: 0.986, Base Lr: 7.08e-05
+2023-08-07 23:40:20 transreid.train INFO: Epoch[87] Iter[220/241] Loss: 0.364, Acc: 0.987, Base Lr: 7.08e-05
+2023-08-07 23:40:21 transreid.train INFO: Epoch 87 done. Time per epoch: 19.515[s] Speed: 741.2[samples/s]
+2023-08-07 23:40:23 transreid.train INFO: Epoch[88] Iter[20/241] Loss: 0.460, Acc: 0.976, Base Lr: 6.68e-05
+2023-08-07 23:40:25 transreid.train INFO: Epoch[88] Iter[40/241] Loss: 0.451, Acc: 0.972, Base Lr: 6.68e-05
+2023-08-07 23:40:27 transreid.train INFO: Epoch[88] Iter[60/241] Loss: 0.457, Acc: 0.976, Base Lr: 6.68e-05
+2023-08-07 23:40:28 transreid.train INFO: Epoch[88] Iter[80/241] Loss: 0.446, Acc: 0.976, Base Lr: 6.68e-05
+2023-08-07 23:40:30 transreid.train INFO: Epoch[88] Iter[100/241] Loss: 0.434, Acc: 0.978, Base Lr: 6.68e-05
+2023-08-07 23:40:32 transreid.train INFO: Epoch[88] Iter[120/241] Loss: 0.430, Acc: 0.980, Base Lr: 6.68e-05
+2023-08-07 23:40:33 transreid.train INFO: Epoch[88] Iter[140/241] Loss: 0.419, Acc: 0.981, Base Lr: 6.68e-05
+2023-08-07 23:40:35 transreid.train INFO: Epoch[88] Iter[160/241] Loss: 0.408, Acc: 0.982, Base Lr: 6.68e-05
+2023-08-07 23:40:37 transreid.train INFO: Epoch[88] Iter[180/241] Loss: 0.393, Acc: 0.983, Base Lr: 6.68e-05
+2023-08-07 23:40:38 transreid.train INFO: Epoch[88] Iter[200/241] Loss: 0.379, Acc: 0.984, Base Lr: 6.68e-05
+2023-08-07 23:40:40 transreid.train INFO: Epoch[88] Iter[220/241] Loss: 0.364, Acc: 0.984, Base Lr: 6.68e-05
+2023-08-07 23:40:41 transreid.train INFO: Epoch 88 done. Time per epoch: 19.992[s] Speed: 726.7[samples/s]
+2023-08-07 23:40:43 transreid.train INFO: Epoch[89] Iter[20/241] Loss: 0.481, Acc: 0.981, Base Lr: 6.30e-05
+2023-08-07 23:40:45 transreid.train INFO: Epoch[89] Iter[40/241] Loss: 0.457, Acc: 0.982, Base Lr: 6.30e-05
+2023-08-07 23:40:46 transreid.train INFO: Epoch[89] Iter[60/241] Loss: 0.456, Acc: 0.981, Base Lr: 6.30e-05
+2023-08-07 23:40:48 transreid.train INFO: Epoch[89] Iter[80/241] Loss: 0.449, Acc: 0.982, Base Lr: 6.30e-05
+2023-08-07 23:40:50 transreid.train INFO: Epoch[89] Iter[100/241] Loss: 0.441, Acc: 0.982, Base Lr: 6.30e-05
+2023-08-07 23:40:51 transreid.train INFO: Epoch[89] Iter[120/241] Loss: 0.423, Acc: 0.983, Base Lr: 6.30e-05
+2023-08-07 23:40:53 transreid.train INFO: Epoch[89] Iter[140/241] Loss: 0.412, Acc: 0.983, Base Lr: 6.30e-05
+2023-08-07 23:40:55 transreid.train INFO: Epoch[89] Iter[160/241] Loss: 0.401, Acc: 0.983, Base Lr: 6.30e-05
+2023-08-07 23:40:56 transreid.train INFO: Epoch[89] Iter[180/241] Loss: 0.394, Acc: 0.983, Base Lr: 6.30e-05
+2023-08-07 23:40:58 transreid.train INFO: Epoch[89] Iter[200/241] Loss: 0.381, Acc: 0.984, Base Lr: 6.30e-05
+2023-08-07 23:41:00 transreid.train INFO: Epoch[89] Iter[220/241] Loss: 0.362, Acc: 0.985, Base Lr: 6.30e-05
+2023-08-07 23:41:00 transreid.train INFO: Epoch 89 done. Time per epoch: 19.779[s] Speed: 734.5[samples/s]
+2023-08-07 23:41:03 transreid.train INFO: Epoch[90] Iter[20/241] Loss: 0.481, Acc: 0.973, Base Lr: 5.93e-05
+2023-08-07 23:41:05 transreid.train INFO: Epoch[90] Iter[40/241] Loss: 0.466, Acc: 0.975, Base Lr: 5.93e-05
+2023-08-07 23:41:06 transreid.train INFO: Epoch[90] Iter[60/241] Loss: 0.458, Acc: 0.977, Base Lr: 5.93e-05
+2023-08-07 23:41:08 transreid.train INFO: Epoch[90] Iter[80/241] Loss: 0.451, Acc: 0.977, Base Lr: 5.93e-05
+2023-08-07 23:41:10 transreid.train INFO: Epoch[90] Iter[100/241] Loss: 0.432, Acc: 0.980, Base Lr: 5.93e-05
+2023-08-07 23:41:11 transreid.train INFO: Epoch[90] Iter[120/241] Loss: 0.425, Acc: 0.981, Base Lr: 5.93e-05
+2023-08-07 23:41:13 transreid.train INFO: Epoch[90] Iter[140/241] Loss: 0.412, Acc: 0.982, Base Lr: 5.93e-05
+2023-08-07 23:41:15 transreid.train INFO: Epoch[90] Iter[160/241] Loss: 0.402, Acc: 0.983, Base Lr: 5.93e-05
+2023-08-07 23:41:16 transreid.train INFO: Epoch[90] Iter[180/241] Loss: 0.393, Acc: 0.983, Base Lr: 5.93e-05
+2023-08-07 23:41:18 transreid.train INFO: Epoch[90] Iter[200/241] Loss: 0.379, Acc: 0.984, Base Lr: 5.93e-05
+2023-08-07 23:41:20 transreid.train INFO: Epoch[90] Iter[220/241] Loss: 0.364, Acc: 0.985, Base Lr: 5.93e-05
+2023-08-07 23:41:20 transreid.train INFO: Epoch 90 done. Time per epoch: 19.820[s] Speed: 729.8[samples/s]
+2023-08-07 23:41:23 transreid.train INFO: Epoch[91] Iter[20/241] Loss: 0.444, Acc: 0.980, Base Lr: 5.56e-05
+2023-08-07 23:41:24 transreid.train INFO: Epoch[91] Iter[40/241] Loss: 0.460, Acc: 0.978, Base Lr: 5.56e-05
+2023-08-07 23:41:26 transreid.train INFO: Epoch[91] Iter[60/241] Loss: 0.442, Acc: 0.980, Base Lr: 5.56e-05
+2023-08-07 23:41:28 transreid.train INFO: Epoch[91] Iter[80/241] Loss: 0.437, Acc: 0.981, Base Lr: 5.56e-05
+2023-08-07 23:41:29 transreid.train INFO: Epoch[91] Iter[100/241] Loss: 0.420, Acc: 0.983, Base Lr: 5.56e-05
+2023-08-07 23:41:31 transreid.train INFO: Epoch[91] Iter[120/241] Loss: 0.415, Acc: 0.983, Base Lr: 5.56e-05
+2023-08-07 23:41:33 transreid.train INFO: Epoch[91] Iter[140/241] Loss: 0.414, Acc: 0.982, Base Lr: 5.56e-05
+2023-08-07 23:41:34 transreid.train INFO: Epoch[91] Iter[160/241] Loss: 0.401, Acc: 0.982, Base Lr: 5.56e-05
+2023-08-07 23:41:36 transreid.train INFO: Epoch[91] Iter[180/241] Loss: 0.389, Acc: 0.983, Base Lr: 5.56e-05
+2023-08-07 23:41:37 transreid.train INFO: Epoch[91] Iter[200/241] Loss: 0.378, Acc: 0.984, Base Lr: 5.56e-05
+2023-08-07 23:41:39 transreid.train INFO: Epoch[91] Iter[220/241] Loss: 0.359, Acc: 0.985, Base Lr: 5.56e-05
+2023-08-07 23:41:40 transreid.train INFO: Epoch 91 done. Time per epoch: 19.401[s] Speed: 742.2[samples/s]
+2023-08-07 23:41:42 transreid.train INFO: Epoch[92] Iter[20/241] Loss: 0.420, Acc: 0.981, Base Lr: 5.21e-05
+2023-08-07 23:41:44 transreid.train INFO: Epoch[92] Iter[40/241] Loss: 0.428, Acc: 0.982, Base Lr: 5.21e-05
+2023-08-07 23:41:45 transreid.train INFO: Epoch[92] Iter[60/241] Loss: 0.416, Acc: 0.983, Base Lr: 5.21e-05
+2023-08-07 23:41:47 transreid.train INFO: Epoch[92] Iter[80/241] Loss: 0.423, Acc: 0.983, Base Lr: 5.21e-05
+2023-08-07 23:41:49 transreid.train INFO: Epoch[92] Iter[100/241] Loss: 0.418, Acc: 0.983, Base Lr: 5.21e-05
+2023-08-07 23:41:50 transreid.train INFO: Epoch[92] Iter[120/241] Loss: 0.414, Acc: 0.983, Base Lr: 5.21e-05
+2023-08-07 23:41:52 transreid.train INFO: Epoch[92] Iter[140/241] Loss: 0.404, Acc: 0.983, Base Lr: 5.21e-05
+2023-08-07 23:41:54 transreid.train INFO: Epoch[92] Iter[160/241] Loss: 0.394, Acc: 0.984, Base Lr: 5.21e-05
+2023-08-07 23:41:55 transreid.train INFO: Epoch[92] Iter[180/241] Loss: 0.381, Acc: 0.984, Base Lr: 5.21e-05
+2023-08-07 23:41:57 transreid.train INFO: Epoch[92] Iter[200/241] Loss: 0.371, Acc: 0.984, Base Lr: 5.21e-05
+2023-08-07 23:41:58 transreid.train INFO: Epoch[92] Iter[220/241] Loss: 0.355, Acc: 0.985, Base Lr: 5.21e-05
+2023-08-07 23:41:59 transreid.train INFO: Epoch 92 done. Time per epoch: 19.488[s] Speed: 742.2[samples/s]
+2023-08-07 23:42:02 transreid.train INFO: Epoch[93] Iter[20/241] Loss: 0.458, Acc: 0.976, Base Lr: 4.86e-05
+2023-08-07 23:42:03 transreid.train INFO: Epoch[93] Iter[40/241] Loss: 0.450, Acc: 0.974, Base Lr: 4.86e-05
+2023-08-07 23:42:05 transreid.train INFO: Epoch[93] Iter[60/241] Loss: 0.433, Acc: 0.977, Base Lr: 4.86e-05
+2023-08-07 23:42:06 transreid.train INFO: Epoch[93] Iter[80/241] Loss: 0.421, Acc: 0.978, Base Lr: 4.86e-05
+2023-08-07 23:42:08 transreid.train INFO: Epoch[93] Iter[100/241] Loss: 0.408, Acc: 0.979, Base Lr: 4.86e-05
+2023-08-07 23:42:10 transreid.train INFO: Epoch[93] Iter[120/241] Loss: 0.405, Acc: 0.979, Base Lr: 4.86e-05
+2023-08-07 23:42:11 transreid.train INFO: Epoch[93] Iter[140/241] Loss: 0.395, Acc: 0.980, Base Lr: 4.86e-05
+2023-08-07 23:42:13 transreid.train INFO: Epoch[93] Iter[160/241] Loss: 0.382, Acc: 0.982, Base Lr: 4.86e-05
+2023-08-07 23:42:14 transreid.train INFO: Epoch[93] Iter[180/241] Loss: 0.373, Acc: 0.982, Base Lr: 4.86e-05
+2023-08-07 23:42:16 transreid.train INFO: Epoch[93] Iter[200/241] Loss: 0.363, Acc: 0.983, Base Lr: 4.86e-05
+2023-08-07 23:42:18 transreid.train INFO: Epoch[93] Iter[220/241] Loss: 0.346, Acc: 0.984, Base Lr: 4.86e-05
+2023-08-07 23:42:18 transreid.train INFO: Epoch 93 done. Time per epoch: 19.088[s] Speed: 754.4[samples/s]
+2023-08-07 23:42:21 transreid.train INFO: Epoch[94] Iter[20/241] Loss: 0.389, Acc: 0.986, Base Lr: 4.53e-05
+2023-08-07 23:42:22 transreid.train INFO: Epoch[94] Iter[40/241] Loss: 0.424, Acc: 0.981, Base Lr: 4.53e-05
+2023-08-07 23:42:24 transreid.train INFO: Epoch[94] Iter[60/241] Loss: 0.428, Acc: 0.981, Base Lr: 4.53e-05
+2023-08-07 23:42:25 transreid.train INFO: Epoch[94] Iter[80/241] Loss: 0.432, Acc: 0.980, Base Lr: 4.53e-05
+2023-08-07 23:42:27 transreid.train INFO: Epoch[94] Iter[100/241] Loss: 0.427, Acc: 0.982, Base Lr: 4.53e-05
+2023-08-07 23:42:29 transreid.train INFO: Epoch[94] Iter[120/241] Loss: 0.422, Acc: 0.981, Base Lr: 4.53e-05
+2023-08-07 23:42:30 transreid.train INFO: Epoch[94] Iter[140/241] Loss: 0.409, Acc: 0.982, Base Lr: 4.53e-05
+2023-08-07 23:42:32 transreid.train INFO: Epoch[94] Iter[160/241] Loss: 0.400, Acc: 0.982, Base Lr: 4.53e-05
+2023-08-07 23:42:34 transreid.train INFO: Epoch[94] Iter[180/241] Loss: 0.387, Acc: 0.983, Base Lr: 4.53e-05
+2023-08-07 23:42:35 transreid.train INFO: Epoch[94] Iter[200/241] Loss: 0.375, Acc: 0.984, Base Lr: 4.53e-05
+2023-08-07 23:42:37 transreid.train INFO: Epoch[94] Iter[220/241] Loss: 0.358, Acc: 0.985, Base Lr: 4.53e-05
+2023-08-07 23:42:38 transreid.train INFO: Epoch 94 done. Time per epoch: 19.582[s] Speed: 738.6[samples/s]
+2023-08-07 23:42:40 transreid.train INFO: Epoch[95] Iter[20/241] Loss: 0.404, Acc: 0.981, Base Lr: 4.20e-05
+2023-08-07 23:42:42 transreid.train INFO: Epoch[95] Iter[40/241] Loss: 0.427, Acc: 0.977, Base Lr: 4.20e-05
+2023-08-07 23:42:44 transreid.train INFO: Epoch[95] Iter[60/241] Loss: 0.413, Acc: 0.980, Base Lr: 4.20e-05
+2023-08-07 23:42:45 transreid.train INFO: Epoch[95] Iter[80/241] Loss: 0.410, Acc: 0.980, Base Lr: 4.20e-05
+2023-08-07 23:42:47 transreid.train INFO: Epoch[95] Iter[100/241] Loss: 0.410, Acc: 0.980, Base Lr: 4.20e-05
+2023-08-07 23:42:49 transreid.train INFO: Epoch[95] Iter[120/241] Loss: 0.406, Acc: 0.982, Base Lr: 4.20e-05
+2023-08-07 23:42:50 transreid.train INFO: Epoch[95] Iter[140/241] Loss: 0.401, Acc: 0.982, Base Lr: 4.20e-05
+2023-08-07 23:42:52 transreid.train INFO: Epoch[95] Iter[160/241] Loss: 0.392, Acc: 0.983, Base Lr: 4.20e-05
+2023-08-07 23:42:54 transreid.train INFO: Epoch[95] Iter[180/241] Loss: 0.376, Acc: 0.984, Base Lr: 4.20e-05
+2023-08-07 23:42:55 transreid.train INFO: Epoch[95] Iter[200/241] Loss: 0.364, Acc: 0.985, Base Lr: 4.20e-05
+2023-08-07 23:42:57 transreid.train INFO: Epoch[95] Iter[220/241] Loss: 0.347, Acc: 0.986, Base Lr: 4.20e-05
+2023-08-07 23:42:57 transreid.train INFO: Epoch 95 done. Time per epoch: 19.675[s] Speed: 731.9[samples/s]
+2023-08-07 23:43:00 transreid.train INFO: Epoch[96] Iter[20/241] Loss: 0.416, Acc: 0.979, Base Lr: 3.89e-05
+2023-08-07 23:43:02 transreid.train INFO: Epoch[96] Iter[40/241] Loss: 0.422, Acc: 0.980, Base Lr: 3.89e-05
+2023-08-07 23:43:03 transreid.train INFO: Epoch[96] Iter[60/241] Loss: 0.436, Acc: 0.978, Base Lr: 3.89e-05
+2023-08-07 23:43:05 transreid.train INFO: Epoch[96] Iter[80/241] Loss: 0.418, Acc: 0.981, Base Lr: 3.89e-05
+2023-08-07 23:43:07 transreid.train INFO: Epoch[96] Iter[100/241] Loss: 0.413, Acc: 0.982, Base Lr: 3.89e-05
+2023-08-07 23:43:08 transreid.train INFO: Epoch[96] Iter[120/241] Loss: 0.403, Acc: 0.983, Base Lr: 3.89e-05
+2023-08-07 23:43:10 transreid.train INFO: Epoch[96] Iter[140/241] Loss: 0.389, Acc: 0.983, Base Lr: 3.89e-05
+2023-08-07 23:43:11 transreid.train INFO: Epoch[96] Iter[160/241] Loss: 0.377, Acc: 0.984, Base Lr: 3.89e-05
+2023-08-07 23:43:13 transreid.train INFO: Epoch[96] Iter[180/241] Loss: 0.366, Acc: 0.984, Base Lr: 3.89e-05
+2023-08-07 23:43:15 transreid.train INFO: Epoch[96] Iter[200/241] Loss: 0.355, Acc: 0.985, Base Lr: 3.89e-05
+2023-08-07 23:43:16 transreid.train INFO: Epoch[96] Iter[220/241] Loss: 0.340, Acc: 0.986, Base Lr: 3.89e-05
+2023-08-07 23:43:17 transreid.train INFO: Epoch 96 done. Time per epoch: 19.589[s] Speed: 738.4[samples/s]
+2023-08-07 23:43:20 transreid.train INFO: Epoch[97] Iter[20/241] Loss: 0.443, Acc: 0.982, Base Lr: 3.59e-05
+2023-08-07 23:43:21 transreid.train INFO: Epoch[97] Iter[40/241] Loss: 0.416, Acc: 0.982, Base Lr: 3.59e-05
+2023-08-07 23:43:23 transreid.train INFO: Epoch[97] Iter[60/241] Loss: 0.420, Acc: 0.980, Base Lr: 3.59e-05
+2023-08-07 23:43:25 transreid.train INFO: Epoch[97] Iter[80/241] Loss: 0.413, Acc: 0.981, Base Lr: 3.59e-05
+2023-08-07 23:43:26 transreid.train INFO: Epoch[97] Iter[100/241] Loss: 0.407, Acc: 0.982, Base Lr: 3.59e-05
+2023-08-07 23:43:28 transreid.train INFO: Epoch[97] Iter[120/241] Loss: 0.394, Acc: 0.982, Base Lr: 3.59e-05
+2023-08-07 23:43:30 transreid.train INFO: Epoch[97] Iter[140/241] Loss: 0.391, Acc: 0.983, Base Lr: 3.59e-05
+2023-08-07 23:43:31 transreid.train INFO: Epoch[97] Iter[160/241] Loss: 0.382, Acc: 0.983, Base Lr: 3.59e-05
+2023-08-07 23:43:33 transreid.train INFO: Epoch[97] Iter[180/241] Loss: 0.370, Acc: 0.984, Base Lr: 3.59e-05
+2023-08-07 23:43:35 transreid.train INFO: Epoch[97] Iter[200/241] Loss: 0.358, Acc: 0.985, Base Lr: 3.59e-05
+2023-08-07 23:43:36 transreid.train INFO: Epoch[97] Iter[220/241] Loss: 0.343, Acc: 0.986, Base Lr: 3.59e-05
+2023-08-07 23:43:37 transreid.train INFO: Epoch 97 done. Time per epoch: 19.638[s] Speed: 736.5[samples/s]
+2023-08-07 23:43:39 transreid.train INFO: Epoch[98] Iter[20/241] Loss: 0.438, Acc: 0.977, Base Lr: 3.30e-05
+2023-08-07 23:43:41 transreid.train INFO: Epoch[98] Iter[40/241] Loss: 0.443, Acc: 0.979, Base Lr: 3.30e-05
+2023-08-07 23:43:42 transreid.train INFO: Epoch[98] Iter[60/241] Loss: 0.416, Acc: 0.979, Base Lr: 3.30e-05
+2023-08-07 23:43:44 transreid.train INFO: Epoch[98] Iter[80/241] Loss: 0.403, Acc: 0.980, Base Lr: 3.30e-05
+2023-08-07 23:43:46 transreid.train INFO: Epoch[98] Iter[100/241] Loss: 0.407, Acc: 0.980, Base Lr: 3.30e-05
+2023-08-07 23:43:47 transreid.train INFO: Epoch[98] Iter[120/241] Loss: 0.402, Acc: 0.981, Base Lr: 3.30e-05
+2023-08-07 23:43:49 transreid.train INFO: Epoch[98] Iter[140/241] Loss: 0.394, Acc: 0.982, Base Lr: 3.30e-05
+2023-08-07 23:43:51 transreid.train INFO: Epoch[98] Iter[160/241] Loss: 0.386, Acc: 0.982, Base Lr: 3.30e-05
+2023-08-07 23:43:52 transreid.train INFO: Epoch[98] Iter[180/241] Loss: 0.371, Acc: 0.983, Base Lr: 3.30e-05
+2023-08-07 23:43:54 transreid.train INFO: Epoch[98] Iter[200/241] Loss: 0.360, Acc: 0.984, Base Lr: 3.30e-05
+2023-08-07 23:43:56 transreid.train INFO: Epoch[98] Iter[220/241] Loss: 0.343, Acc: 0.985, Base Lr: 3.30e-05
+2023-08-07 23:43:56 transreid.train INFO: Epoch 98 done. Time per epoch: 19.736[s] Speed: 736.1[samples/s]
+2023-08-07 23:43:59 transreid.train INFO: Epoch[99] Iter[20/241] Loss: 0.400, Acc: 0.978, Base Lr: 3.02e-05
+2023-08-07 23:44:01 transreid.train INFO: Epoch[99] Iter[40/241] Loss: 0.418, Acc: 0.982, Base Lr: 3.02e-05
+2023-08-07 23:44:02 transreid.train INFO: Epoch[99] Iter[60/241] Loss: 0.413, Acc: 0.982, Base Lr: 3.02e-05
+2023-08-07 23:44:04 transreid.train INFO: Epoch[99] Iter[80/241] Loss: 0.401, Acc: 0.982, Base Lr: 3.02e-05
+2023-08-07 23:44:06 transreid.train INFO: Epoch[99] Iter[100/241] Loss: 0.398, Acc: 0.982, Base Lr: 3.02e-05
+2023-08-07 23:44:07 transreid.train INFO: Epoch[99] Iter[120/241] Loss: 0.399, Acc: 0.983, Base Lr: 3.02e-05
+2023-08-07 23:44:09 transreid.train INFO: Epoch[99] Iter[140/241] Loss: 0.390, Acc: 0.984, Base Lr: 3.02e-05
+2023-08-07 23:44:11 transreid.train INFO: Epoch[99] Iter[160/241] Loss: 0.382, Acc: 0.985, Base Lr: 3.02e-05
+2023-08-07 23:44:12 transreid.train INFO: Epoch[99] Iter[180/241] Loss: 0.370, Acc: 0.985, Base Lr: 3.02e-05
+2023-08-07 23:44:14 transreid.train INFO: Epoch[99] Iter[200/241] Loss: 0.357, Acc: 0.986, Base Lr: 3.02e-05
+2023-08-07 23:44:16 transreid.train INFO: Epoch[99] Iter[220/241] Loss: 0.342, Acc: 0.987, Base Lr: 3.02e-05
+2023-08-07 23:44:16 transreid.train INFO: Epoch 99 done. Time per epoch: 19.727[s] Speed: 733.2[samples/s]
+2023-08-07 23:44:19 transreid.train INFO: Epoch[100] Iter[20/241] Loss: 0.412, Acc: 0.986, Base Lr: 2.75e-05
+2023-08-07 23:44:20 transreid.train INFO: Epoch[100] Iter[40/241] Loss: 0.414, Acc: 0.984, Base Lr: 2.75e-05
+2023-08-07 23:44:22 transreid.train INFO: Epoch[100] Iter[60/241] Loss: 0.415, Acc: 0.982, Base Lr: 2.75e-05
+2023-08-07 23:44:24 transreid.train INFO: Epoch[100] Iter[80/241] Loss: 0.411, Acc: 0.981, Base Lr: 2.75e-05
+2023-08-07 23:44:25 transreid.train INFO: Epoch[100] Iter[100/241] Loss: 0.406, Acc: 0.982, Base Lr: 2.75e-05
+2023-08-07 23:44:27 transreid.train INFO: Epoch[100] Iter[120/241] Loss: 0.393, Acc: 0.983, Base Lr: 2.75e-05
+2023-08-07 23:44:29 transreid.train INFO: Epoch[100] Iter[140/241] Loss: 0.380, Acc: 0.984, Base Lr: 2.75e-05
+2023-08-07 23:44:30 transreid.train INFO: Epoch[100] Iter[160/241] Loss: 0.369, Acc: 0.985, Base Lr: 2.75e-05
+2023-08-07 23:44:32 transreid.train INFO: Epoch[100] Iter[180/241] Loss: 0.359, Acc: 0.985, Base Lr: 2.75e-05
+2023-08-07 23:44:34 transreid.train INFO: Epoch[100] Iter[200/241] Loss: 0.349, Acc: 0.986, Base Lr: 2.75e-05
+2023-08-07 23:44:35 transreid.train INFO: Epoch[100] Iter[220/241] Loss: 0.334, Acc: 0.986, Base Lr: 2.75e-05
+2023-08-07 23:44:36 transreid.train INFO: Epoch 100 done. Time per epoch: 19.664[s] Speed: 735.6[samples/s]
+2023-08-07 23:44:38 transreid.train INFO: Epoch[101] Iter[20/241] Loss: 0.387, Acc: 0.985, Base Lr: 2.50e-05
+2023-08-07 23:44:40 transreid.train INFO: Epoch[101] Iter[40/241] Loss: 0.388, Acc: 0.985, Base Lr: 2.50e-05
+2023-08-07 23:44:42 transreid.train INFO: Epoch[101] Iter[60/241] Loss: 0.390, Acc: 0.984, Base Lr: 2.50e-05
+2023-08-07 23:44:43 transreid.train INFO: Epoch[101] Iter[80/241] Loss: 0.390, Acc: 0.984, Base Lr: 2.50e-05
+2023-08-07 23:44:45 transreid.train INFO: Epoch[101] Iter[100/241] Loss: 0.401, Acc: 0.983, Base Lr: 2.50e-05
+2023-08-07 23:44:46 transreid.train INFO: Epoch[101] Iter[120/241] Loss: 0.391, Acc: 0.984, Base Lr: 2.50e-05
+2023-08-07 23:44:48 transreid.train INFO: Epoch[101] Iter[140/241] Loss: 0.381, Acc: 0.984, Base Lr: 2.50e-05
+2023-08-07 23:44:50 transreid.train INFO: Epoch[101] Iter[160/241] Loss: 0.374, Acc: 0.984, Base Lr: 2.50e-05
+2023-08-07 23:44:51 transreid.train INFO: Epoch[101] Iter[180/241] Loss: 0.362, Acc: 0.985, Base Lr: 2.50e-05
+2023-08-07 23:44:53 transreid.train INFO: Epoch[101] Iter[200/241] Loss: 0.348, Acc: 0.986, Base Lr: 2.50e-05
+2023-08-07 23:44:55 transreid.train INFO: Epoch[101] Iter[220/241] Loss: 0.336, Acc: 0.986, Base Lr: 2.50e-05
+2023-08-07 23:44:55 transreid.train INFO: Epoch 101 done. Time per epoch: 19.373[s] Speed: 746.6[samples/s]
+2023-08-07 23:44:58 transreid.train INFO: Epoch[102] Iter[20/241] Loss: 0.403, Acc: 0.981, Base Lr: 2.26e-05
+2023-08-07 23:44:59 transreid.train INFO: Epoch[102] Iter[40/241] Loss: 0.407, Acc: 0.984, Base Lr: 2.26e-05
+2023-08-07 23:45:01 transreid.train INFO: Epoch[102] Iter[60/241] Loss: 0.397, Acc: 0.985, Base Lr: 2.26e-05
+2023-08-07 23:45:03 transreid.train INFO: Epoch[102] Iter[80/241] Loss: 0.398, Acc: 0.983, Base Lr: 2.26e-05
+2023-08-07 23:45:04 transreid.train INFO: Epoch[102] Iter[100/241] Loss: 0.390, Acc: 0.984, Base Lr: 2.26e-05
+2023-08-07 23:45:06 transreid.train INFO: Epoch[102] Iter[120/241] Loss: 0.383, Acc: 0.985, Base Lr: 2.26e-05
+2023-08-07 23:45:07 transreid.train INFO: Epoch[102] Iter[140/241] Loss: 0.380, Acc: 0.984, Base Lr: 2.26e-05
+2023-08-07 23:45:09 transreid.train INFO: Epoch[102] Iter[160/241] Loss: 0.371, Acc: 0.984, Base Lr: 2.26e-05
+2023-08-07 23:45:11 transreid.train INFO: Epoch[102] Iter[180/241] Loss: 0.361, Acc: 0.985, Base Lr: 2.26e-05
+2023-08-07 23:45:12 transreid.train INFO: Epoch[102] Iter[200/241] Loss: 0.353, Acc: 0.985, Base Lr: 2.26e-05
+2023-08-07 23:45:14 transreid.train INFO: Epoch[102] Iter[220/241] Loss: 0.338, Acc: 0.986, Base Lr: 2.26e-05
+2023-08-07 23:45:14 transreid.train INFO: Epoch 102 done. Time per epoch: 19.292[s] Speed: 749.7[samples/s]
+2023-08-07 23:45:17 transreid.train INFO: Epoch[103] Iter[20/241] Loss: 0.425, Acc: 0.983, Base Lr: 2.02e-05
+2023-08-07 23:45:19 transreid.train INFO: Epoch[103] Iter[40/241] Loss: 0.429, Acc: 0.983, Base Lr: 2.02e-05
+2023-08-07 23:45:20 transreid.train INFO: Epoch[103] Iter[60/241] Loss: 0.427, Acc: 0.983, Base Lr: 2.02e-05
+2023-08-07 23:45:22 transreid.train INFO: Epoch[103] Iter[80/241] Loss: 0.419, Acc: 0.984, Base Lr: 2.02e-05
+2023-08-07 23:45:23 transreid.train INFO: Epoch[103] Iter[100/241] Loss: 0.406, Acc: 0.987, Base Lr: 2.02e-05
+2023-08-07 23:45:25 transreid.train INFO: Epoch[103] Iter[120/241] Loss: 0.393, Acc: 0.987, Base Lr: 2.02e-05
+2023-08-07 23:45:27 transreid.train INFO: Epoch[103] Iter[140/241] Loss: 0.382, Acc: 0.987, Base Lr: 2.02e-05
+2023-08-07 23:45:28 transreid.train INFO: Epoch[103] Iter[160/241] Loss: 0.375, Acc: 0.987, Base Lr: 2.02e-05
+2023-08-07 23:45:30 transreid.train INFO: Epoch[103] Iter[180/241] Loss: 0.367, Acc: 0.987, Base Lr: 2.02e-05
+2023-08-07 23:45:31 transreid.train INFO: Epoch[103] Iter[200/241] Loss: 0.357, Acc: 0.987, Base Lr: 2.02e-05
+2023-08-07 23:45:33 transreid.train INFO: Epoch[103] Iter[220/241] Loss: 0.341, Acc: 0.987, Base Lr: 2.02e-05
+2023-08-07 23:45:34 transreid.train INFO: Epoch 103 done. Time per epoch: 19.178[s] Speed: 754.2[samples/s]
+2023-08-07 23:45:36 transreid.train INFO: Epoch[104] Iter[20/241] Loss: 0.491, Acc: 0.981, Base Lr: 1.81e-05
+2023-08-07 23:45:38 transreid.train INFO: Epoch[104] Iter[40/241] Loss: 0.438, Acc: 0.983, Base Lr: 1.81e-05
+2023-08-07 23:45:40 transreid.train INFO: Epoch[104] Iter[60/241] Loss: 0.430, Acc: 0.984, Base Lr: 1.81e-05
+2023-08-07 23:45:41 transreid.train INFO: Epoch[104] Iter[80/241] Loss: 0.424, Acc: 0.983, Base Lr: 1.81e-05
+2023-08-07 23:45:43 transreid.train INFO: Epoch[104] Iter[100/241] Loss: 0.410, Acc: 0.983, Base Lr: 1.81e-05
+2023-08-07 23:45:44 transreid.train INFO: Epoch[104] Iter[120/241] Loss: 0.400, Acc: 0.985, Base Lr: 1.81e-05
+2023-08-07 23:45:46 transreid.train INFO: Epoch[104] Iter[140/241] Loss: 0.391, Acc: 0.984, Base Lr: 1.81e-05
+2023-08-07 23:45:48 transreid.train INFO: Epoch[104] Iter[160/241] Loss: 0.378, Acc: 0.985, Base Lr: 1.81e-05
+2023-08-07 23:45:49 transreid.train INFO: Epoch[104] Iter[180/241] Loss: 0.364, Acc: 0.986, Base Lr: 1.81e-05
+2023-08-07 23:45:51 transreid.train INFO: Epoch[104] Iter[200/241] Loss: 0.350, Acc: 0.987, Base Lr: 1.81e-05
+2023-08-07 23:45:53 transreid.train INFO: Epoch[104] Iter[220/241] Loss: 0.335, Acc: 0.987, Base Lr: 1.81e-05
+2023-08-07 23:45:53 transreid.train INFO: Epoch 104 done. Time per epoch: 19.585[s] Speed: 741.8[samples/s]
+2023-08-07 23:45:56 transreid.train INFO: Epoch[105] Iter[20/241] Loss: 0.451, Acc: 0.981, Base Lr: 1.60e-05
+2023-08-07 23:45:57 transreid.train INFO: Epoch[105] Iter[40/241] Loss: 0.410, Acc: 0.985, Base Lr: 1.60e-05
+2023-08-07 23:45:59 transreid.train INFO: Epoch[105] Iter[60/241] Loss: 0.406, Acc: 0.984, Base Lr: 1.60e-05
+2023-08-07 23:46:01 transreid.train INFO: Epoch[105] Iter[80/241] Loss: 0.404, Acc: 0.984, Base Lr: 1.60e-05
+2023-08-07 23:46:02 transreid.train INFO: Epoch[105] Iter[100/241] Loss: 0.393, Acc: 0.985, Base Lr: 1.60e-05
+2023-08-07 23:46:04 transreid.train INFO: Epoch[105] Iter[120/241] Loss: 0.385, Acc: 0.986, Base Lr: 1.60e-05
+2023-08-07 23:46:06 transreid.train INFO: Epoch[105] Iter[140/241] Loss: 0.378, Acc: 0.986, Base Lr: 1.60e-05
+2023-08-07 23:46:07 transreid.train INFO: Epoch[105] Iter[160/241] Loss: 0.371, Acc: 0.986, Base Lr: 1.60e-05
+2023-08-07 23:46:09 transreid.train INFO: Epoch[105] Iter[180/241] Loss: 0.359, Acc: 0.987, Base Lr: 1.60e-05
+2023-08-07 23:46:10 transreid.train INFO: Epoch[105] Iter[200/241] Loss: 0.346, Acc: 0.987, Base Lr: 1.60e-05
+2023-08-07 23:46:12 transreid.train INFO: Epoch[105] Iter[220/241] Loss: 0.333, Acc: 0.988, Base Lr: 1.60e-05
+2023-08-07 23:46:13 transreid.train INFO: Epoch 105 done. Time per epoch: 19.340[s] Speed: 747.9[samples/s]
+2023-08-07 23:46:15 transreid.train INFO: Epoch[106] Iter[20/241] Loss: 0.420, Acc: 0.977, Base Lr: 1.41e-05
+2023-08-07 23:46:17 transreid.train INFO: Epoch[106] Iter[40/241] Loss: 0.408, Acc: 0.982, Base Lr: 1.41e-05
+2023-08-07 23:46:18 transreid.train INFO: Epoch[106] Iter[60/241] Loss: 0.393, Acc: 0.984, Base Lr: 1.41e-05
+2023-08-07 23:46:20 transreid.train INFO: Epoch[106] Iter[80/241] Loss: 0.383, Acc: 0.985, Base Lr: 1.41e-05
+2023-08-07 23:46:22 transreid.train INFO: Epoch[106] Iter[100/241] Loss: 0.381, Acc: 0.983, Base Lr: 1.41e-05
+2023-08-07 23:46:24 transreid.train INFO: Epoch[106] Iter[120/241] Loss: 0.378, Acc: 0.983, Base Lr: 1.41e-05
+2023-08-07 23:46:25 transreid.train INFO: Epoch[106] Iter[140/241] Loss: 0.374, Acc: 0.983, Base Lr: 1.41e-05
+2023-08-07 23:46:27 transreid.train INFO: Epoch[106] Iter[160/241] Loss: 0.366, Acc: 0.985, Base Lr: 1.41e-05
+2023-08-07 23:46:29 transreid.train INFO: Epoch[106] Iter[180/241] Loss: 0.355, Acc: 0.986, Base Lr: 1.41e-05
+2023-08-07 23:46:30 transreid.train INFO: Epoch[106] Iter[200/241] Loss: 0.345, Acc: 0.986, Base Lr: 1.41e-05
+2023-08-07 23:46:32 transreid.train INFO: Epoch[106] Iter[220/241] Loss: 0.332, Acc: 0.987, Base Lr: 1.41e-05
+2023-08-07 23:46:32 transreid.train INFO: Epoch 106 done. Time per epoch: 19.805[s] Speed: 730.3[samples/s]
+2023-08-07 23:46:35 transreid.train INFO: Epoch[107] Iter[20/241] Loss: 0.402, Acc: 0.981, Base Lr: 1.22e-05
+2023-08-07 23:46:36 transreid.train INFO: Epoch[107] Iter[40/241] Loss: 0.442, Acc: 0.980, Base Lr: 1.22e-05
+2023-08-07 23:46:38 transreid.train INFO: Epoch[107] Iter[60/241] Loss: 0.420, Acc: 0.980, Base Lr: 1.22e-05
+2023-08-07 23:46:40 transreid.train INFO: Epoch[107] Iter[80/241] Loss: 0.424, Acc: 0.980, Base Lr: 1.22e-05
+2023-08-07 23:46:42 transreid.train INFO: Epoch[107] Iter[100/241] Loss: 0.423, Acc: 0.981, Base Lr: 1.22e-05
+2023-08-07 23:46:43 transreid.train INFO: Epoch[107] Iter[120/241] Loss: 0.407, Acc: 0.982, Base Lr: 1.22e-05
+2023-08-07 23:46:45 transreid.train INFO: Epoch[107] Iter[140/241] Loss: 0.397, Acc: 0.982, Base Lr: 1.22e-05
+2023-08-07 23:46:47 transreid.train INFO: Epoch[107] Iter[160/241] Loss: 0.382, Acc: 0.984, Base Lr: 1.22e-05
+2023-08-07 23:46:48 transreid.train INFO: Epoch[107] Iter[180/241] Loss: 0.370, Acc: 0.984, Base Lr: 1.22e-05
+2023-08-07 23:46:50 transreid.train INFO: Epoch[107] Iter[200/241] Loss: 0.360, Acc: 0.985, Base Lr: 1.22e-05
+2023-08-07 23:46:51 transreid.train INFO: Epoch[107] Iter[220/241] Loss: 0.343, Acc: 0.986, Base Lr: 1.22e-05
+2023-08-07 23:46:52 transreid.train INFO: Epoch 107 done. Time per epoch: 19.596[s] Speed: 734.8[samples/s]
+2023-08-07 23:46:54 transreid.train INFO: Epoch[108] Iter[20/241] Loss: 0.414, Acc: 0.981, Base Lr: 1.06e-05
+2023-08-07 23:46:56 transreid.train INFO: Epoch[108] Iter[40/241] Loss: 0.423, Acc: 0.977, Base Lr: 1.06e-05
+2023-08-07 23:46:58 transreid.train INFO: Epoch[108] Iter[60/241] Loss: 0.413, Acc: 0.979, Base Lr: 1.06e-05
+2023-08-07 23:46:59 transreid.train INFO: Epoch[108] Iter[80/241] Loss: 0.404, Acc: 0.980, Base Lr: 1.06e-05
+2023-08-07 23:47:01 transreid.train INFO: Epoch[108] Iter[100/241] Loss: 0.390, Acc: 0.980, Base Lr: 1.06e-05
+2023-08-07 23:47:03 transreid.train INFO: Epoch[108] Iter[120/241] Loss: 0.383, Acc: 0.980, Base Lr: 1.06e-05
+2023-08-07 23:47:04 transreid.train INFO: Epoch[108] Iter[140/241] Loss: 0.376, Acc: 0.980, Base Lr: 1.06e-05
+2023-08-07 23:47:06 transreid.train INFO: Epoch[108] Iter[160/241] Loss: 0.375, Acc: 0.981, Base Lr: 1.06e-05
+2023-08-07 23:47:08 transreid.train INFO: Epoch[108] Iter[180/241] Loss: 0.367, Acc: 0.982, Base Lr: 1.06e-05
+2023-08-07 23:47:09 transreid.train INFO: Epoch[108] Iter[200/241] Loss: 0.352, Acc: 0.983, Base Lr: 1.06e-05
+2023-08-07 23:47:11 transreid.train INFO: Epoch[108] Iter[220/241] Loss: 0.339, Acc: 0.984, Base Lr: 1.06e-05
+2023-08-07 23:47:12 transreid.train INFO: Epoch 108 done. Time per epoch: 19.556[s] Speed: 736.3[samples/s]
+2023-08-07 23:47:14 transreid.train INFO: Epoch[109] Iter[20/241] Loss: 0.384, Acc: 0.986, Base Lr: 9.02e-06
+2023-08-07 23:47:16 transreid.train INFO: Epoch[109] Iter[40/241] Loss: 0.411, Acc: 0.984, Base Lr: 9.02e-06
+2023-08-07 23:47:17 transreid.train INFO: Epoch[109] Iter[60/241] Loss: 0.406, Acc: 0.985, Base Lr: 9.02e-06
+2023-08-07 23:47:19 transreid.train INFO: Epoch[109] Iter[80/241] Loss: 0.410, Acc: 0.982, Base Lr: 9.02e-06
+2023-08-07 23:47:21 transreid.train INFO: Epoch[109] Iter[100/241] Loss: 0.399, Acc: 0.983, Base Lr: 9.02e-06
+2023-08-07 23:47:22 transreid.train INFO: Epoch[109] Iter[120/241] Loss: 0.388, Acc: 0.984, Base Lr: 9.02e-06
+2023-08-07 23:47:24 transreid.train INFO: Epoch[109] Iter[140/241] Loss: 0.379, Acc: 0.985, Base Lr: 9.02e-06
+2023-08-07 23:47:26 transreid.train INFO: Epoch[109] Iter[160/241] Loss: 0.366, Acc: 0.986, Base Lr: 9.02e-06
+2023-08-07 23:47:27 transreid.train INFO: Epoch[109] Iter[180/241] Loss: 0.357, Acc: 0.986, Base Lr: 9.02e-06
+2023-08-07 23:47:29 transreid.train INFO: Epoch[109] Iter[200/241] Loss: 0.344, Acc: 0.987, Base Lr: 9.02e-06
+2023-08-07 23:47:31 transreid.train INFO: Epoch[109] Iter[220/241] Loss: 0.327, Acc: 0.988, Base Lr: 9.02e-06
+2023-08-07 23:47:31 transreid.train INFO: Epoch 109 done. Time per epoch: 19.799[s] Speed: 733.8[samples/s]
+2023-08-07 23:47:34 transreid.train INFO: Epoch[110] Iter[20/241] Loss: 0.366, Acc: 0.994, Base Lr: 7.60e-06
+2023-08-07 23:47:36 transreid.train INFO: Epoch[110] Iter[40/241] Loss: 0.378, Acc: 0.985, Base Lr: 7.60e-06
+2023-08-07 23:47:37 transreid.train INFO: Epoch[110] Iter[60/241] Loss: 0.378, Acc: 0.982, Base Lr: 7.60e-06
+2023-08-07 23:47:39 transreid.train INFO: Epoch[110] Iter[80/241] Loss: 0.386, Acc: 0.983, Base Lr: 7.60e-06
+2023-08-07 23:47:41 transreid.train INFO: Epoch[110] Iter[100/241] Loss: 0.385, Acc: 0.983, Base Lr: 7.60e-06
+2023-08-07 23:47:42 transreid.train INFO: Epoch[110] Iter[120/241] Loss: 0.377, Acc: 0.983, Base Lr: 7.60e-06
+2023-08-07 23:47:44 transreid.train INFO: Epoch[110] Iter[140/241] Loss: 0.373, Acc: 0.984, Base Lr: 7.60e-06
+2023-08-07 23:47:46 transreid.train INFO: Epoch[110] Iter[160/241] Loss: 0.365, Acc: 0.983, Base Lr: 7.60e-06
+2023-08-07 23:47:47 transreid.train INFO: Epoch[110] Iter[180/241] Loss: 0.356, Acc: 0.984, Base Lr: 7.60e-06
+2023-08-07 23:47:49 transreid.train INFO: Epoch[110] Iter[200/241] Loss: 0.342, Acc: 0.985, Base Lr: 7.60e-06
+2023-08-07 23:47:51 transreid.train INFO: Epoch[110] Iter[220/241] Loss: 0.325, Acc: 0.986, Base Lr: 7.60e-06
+2023-08-07 23:47:51 transreid.train INFO: Epoch 110 done. Time per epoch: 19.893[s] Speed: 727.1[samples/s]
+2023-08-07 23:47:54 transreid.train INFO: Epoch[111] Iter[20/241] Loss: 0.383, Acc: 0.981, Base Lr: 6.31e-06
+2023-08-07 23:47:55 transreid.train INFO: Epoch[111] Iter[40/241] Loss: 0.391, Acc: 0.983, Base Lr: 6.31e-06
+2023-08-07 23:47:57 transreid.train INFO: Epoch[111] Iter[60/241] Loss: 0.404, Acc: 0.983, Base Lr: 6.31e-06
+2023-08-07 23:47:59 transreid.train INFO: Epoch[111] Iter[80/241] Loss: 0.405, Acc: 0.983, Base Lr: 6.31e-06
+2023-08-07 23:48:00 transreid.train INFO: Epoch[111] Iter[100/241] Loss: 0.392, Acc: 0.984, Base Lr: 6.31e-06
+2023-08-07 23:48:02 transreid.train INFO: Epoch[111] Iter[120/241] Loss: 0.385, Acc: 0.985, Base Lr: 6.31e-06
+2023-08-07 23:48:03 transreid.train INFO: Epoch[111] Iter[140/241] Loss: 0.380, Acc: 0.985, Base Lr: 6.31e-06
+2023-08-07 23:48:05 transreid.train INFO: Epoch[111] Iter[160/241] Loss: 0.377, Acc: 0.985, Base Lr: 6.31e-06
+2023-08-07 23:48:07 transreid.train INFO: Epoch[111] Iter[180/241] Loss: 0.366, Acc: 0.986, Base Lr: 6.31e-06
+2023-08-07 23:48:08 transreid.train INFO: Epoch[111] Iter[200/241] Loss: 0.355, Acc: 0.985, Base Lr: 6.31e-06
+2023-08-07 23:48:10 transreid.train INFO: Epoch[111] Iter[220/241] Loss: 0.338, Acc: 0.986, Base Lr: 6.31e-06
+2023-08-07 23:48:10 transreid.train INFO: Epoch 111 done. Time per epoch: 19.195[s] Speed: 750.2[samples/s]
+2023-08-07 23:48:13 transreid.train INFO: Epoch[112] Iter[20/241] Loss: 0.404, Acc: 0.984, Base Lr: 5.16e-06
+2023-08-07 23:48:15 transreid.train INFO: Epoch[112] Iter[40/241] Loss: 0.405, Acc: 0.982, Base Lr: 5.16e-06
+2023-08-07 23:48:16 transreid.train INFO: Epoch[112] Iter[60/241] Loss: 0.406, Acc: 0.984, Base Lr: 5.16e-06
+2023-08-07 23:48:18 transreid.train INFO: Epoch[112] Iter[80/241] Loss: 0.385, Acc: 0.985, Base Lr: 5.16e-06
+2023-08-07 23:48:20 transreid.train INFO: Epoch[112] Iter[100/241] Loss: 0.387, Acc: 0.985, Base Lr: 5.16e-06
+2023-08-07 23:48:21 transreid.train INFO: Epoch[112] Iter[120/241] Loss: 0.380, Acc: 0.985, Base Lr: 5.16e-06
+2023-08-07 23:48:23 transreid.train INFO: Epoch[112] Iter[140/241] Loss: 0.378, Acc: 0.984, Base Lr: 5.16e-06
+2023-08-07 23:48:25 transreid.train INFO: Epoch[112] Iter[160/241] Loss: 0.370, Acc: 0.985, Base Lr: 5.16e-06
+2023-08-07 23:48:27 transreid.train INFO: Epoch[112] Iter[180/241] Loss: 0.361, Acc: 0.986, Base Lr: 5.16e-06
+2023-08-07 23:48:28 transreid.train INFO: Epoch[112] Iter[200/241] Loss: 0.348, Acc: 0.987, Base Lr: 5.16e-06
+2023-08-07 23:48:30 transreid.train INFO: Epoch[112] Iter[220/241] Loss: 0.335, Acc: 0.987, Base Lr: 5.16e-06
+2023-08-07 23:48:31 transreid.train INFO: Epoch 112 done. Time per epoch: 20.170[s] Speed: 717.1[samples/s]
+2023-08-07 23:48:33 transreid.train INFO: Epoch[113] Iter[20/241] Loss: 0.423, Acc: 0.974, Base Lr: 4.14e-06
+2023-08-07 23:48:35 transreid.train INFO: Epoch[113] Iter[40/241] Loss: 0.418, Acc: 0.981, Base Lr: 4.14e-06
+2023-08-07 23:48:36 transreid.train INFO: Epoch[113] Iter[60/241] Loss: 0.407, Acc: 0.982, Base Lr: 4.14e-06
+2023-08-07 23:48:38 transreid.train INFO: Epoch[113] Iter[80/241] Loss: 0.401, Acc: 0.983, Base Lr: 4.14e-06
+2023-08-07 23:48:40 transreid.train INFO: Epoch[113] Iter[100/241] Loss: 0.385, Acc: 0.985, Base Lr: 4.14e-06
+2023-08-07 23:48:41 transreid.train INFO: Epoch[113] Iter[120/241] Loss: 0.378, Acc: 0.985, Base Lr: 4.14e-06
+2023-08-07 23:48:43 transreid.train INFO: Epoch[113] Iter[140/241] Loss: 0.370, Acc: 0.986, Base Lr: 4.14e-06
+2023-08-07 23:48:45 transreid.train INFO: Epoch[113] Iter[160/241] Loss: 0.358, Acc: 0.986, Base Lr: 4.14e-06
+2023-08-07 23:48:46 transreid.train INFO: Epoch[113] Iter[180/241] Loss: 0.348, Acc: 0.987, Base Lr: 4.14e-06
+2023-08-07 23:48:48 transreid.train INFO: Epoch[113] Iter[200/241] Loss: 0.337, Acc: 0.987, Base Lr: 4.14e-06
+2023-08-07 23:48:50 transreid.train INFO: Epoch[113] Iter[220/241] Loss: 0.323, Acc: 0.988, Base Lr: 4.14e-06
+2023-08-07 23:48:51 transreid.train INFO: Epoch 113 done. Time per epoch: 19.997[s] Speed: 723.3[samples/s]
+2023-08-07 23:48:53 transreid.train INFO: Epoch[114] Iter[20/241] Loss: 0.423, Acc: 0.973, Base Lr: 3.26e-06
+2023-08-07 23:48:55 transreid.train INFO: Epoch[114] Iter[40/241] Loss: 0.406, Acc: 0.981, Base Lr: 3.26e-06
+2023-08-07 23:48:57 transreid.train INFO: Epoch[114] Iter[60/241] Loss: 0.397, Acc: 0.982, Base Lr: 3.26e-06
+2023-08-07 23:48:58 transreid.train INFO: Epoch[114] Iter[80/241] Loss: 0.395, Acc: 0.983, Base Lr: 3.26e-06
+2023-08-07 23:49:00 transreid.train INFO: Epoch[114] Iter[100/241] Loss: 0.384, Acc: 0.984, Base Lr: 3.26e-06
+2023-08-07 23:49:02 transreid.train INFO: Epoch[114] Iter[120/241] Loss: 0.375, Acc: 0.984, Base Lr: 3.26e-06
+2023-08-07 23:49:03 transreid.train INFO: Epoch[114] Iter[140/241] Loss: 0.365, Acc: 0.984, Base Lr: 3.26e-06
+2023-08-07 23:49:05 transreid.train INFO: Epoch[114] Iter[160/241] Loss: 0.356, Acc: 0.985, Base Lr: 3.26e-06
+2023-08-07 23:49:07 transreid.train INFO: Epoch[114] Iter[180/241] Loss: 0.346, Acc: 0.985, Base Lr: 3.26e-06
+2023-08-07 23:49:08 transreid.train INFO: Epoch[114] Iter[200/241] Loss: 0.336, Acc: 0.986, Base Lr: 3.26e-06
+2023-08-07 23:49:10 transreid.train INFO: Epoch[114] Iter[220/241] Loss: 0.320, Acc: 0.987, Base Lr: 3.26e-06
+2023-08-07 23:49:11 transreid.train INFO: Epoch 114 done. Time per epoch: 20.127[s] Speed: 721.8[samples/s]
+2023-08-07 23:49:13 transreid.train INFO: Epoch[115] Iter[20/241] Loss: 0.406, Acc: 0.981, Base Lr: 2.51e-06
+2023-08-07 23:49:15 transreid.train INFO: Epoch[115] Iter[40/241] Loss: 0.392, Acc: 0.985, Base Lr: 2.51e-06
+2023-08-07 23:49:17 transreid.train INFO: Epoch[115] Iter[60/241] Loss: 0.385, Acc: 0.986, Base Lr: 2.51e-06
+2023-08-07 23:49:18 transreid.train INFO: Epoch[115] Iter[80/241] Loss: 0.372, Acc: 0.986, Base Lr: 2.51e-06
+2023-08-07 23:49:20 transreid.train INFO: Epoch[115] Iter[100/241] Loss: 0.372, Acc: 0.986, Base Lr: 2.51e-06
+2023-08-07 23:49:22 transreid.train INFO: Epoch[115] Iter[120/241] Loss: 0.366, Acc: 0.986, Base Lr: 2.51e-06
+2023-08-07 23:49:23 transreid.train INFO: Epoch[115] Iter[140/241] Loss: 0.361, Acc: 0.986, Base Lr: 2.51e-06
+2023-08-07 23:49:25 transreid.train INFO: Epoch[115] Iter[160/241] Loss: 0.353, Acc: 0.986, Base Lr: 2.51e-06
+2023-08-07 23:49:26 transreid.train INFO: Epoch[115] Iter[180/241] Loss: 0.341, Acc: 0.986, Base Lr: 2.51e-06
+2023-08-07 23:49:28 transreid.train INFO: Epoch[115] Iter[200/241] Loss: 0.330, Acc: 0.987, Base Lr: 2.51e-06
+2023-08-07 23:49:30 transreid.train INFO: Epoch[115] Iter[220/241] Loss: 0.314, Acc: 0.988, Base Lr: 2.51e-06
+2023-08-07 23:49:30 transreid.train INFO: Epoch 115 done. Time per epoch: 19.545[s] Speed: 740.0[samples/s]
+2023-08-07 23:49:33 transreid.train INFO: Epoch[116] Iter[20/241] Loss: 0.391, Acc: 0.985, Base Lr: 1.89e-06
+2023-08-07 23:49:34 transreid.train INFO: Epoch[116] Iter[40/241] Loss: 0.379, Acc: 0.984, Base Lr: 1.89e-06
+2023-08-07 23:49:36 transreid.train INFO: Epoch[116] Iter[60/241] Loss: 0.389, Acc: 0.983, Base Lr: 1.89e-06
+2023-08-07 23:49:38 transreid.train INFO: Epoch[116] Iter[80/241] Loss: 0.388, Acc: 0.982, Base Lr: 1.89e-06
+2023-08-07 23:49:39 transreid.train INFO: Epoch[116] Iter[100/241] Loss: 0.378, Acc: 0.983, Base Lr: 1.89e-06
+2023-08-07 23:49:41 transreid.train INFO: Epoch[116] Iter[120/241] Loss: 0.378, Acc: 0.984, Base Lr: 1.89e-06
+2023-08-07 23:49:43 transreid.train INFO: Epoch[116] Iter[140/241] Loss: 0.366, Acc: 0.986, Base Lr: 1.89e-06
+2023-08-07 23:49:44 transreid.train INFO: Epoch[116] Iter[160/241] Loss: 0.361, Acc: 0.986, Base Lr: 1.89e-06
+2023-08-07 23:49:46 transreid.train INFO: Epoch[116] Iter[180/241] Loss: 0.351, Acc: 0.987, Base Lr: 1.89e-06
+2023-08-07 23:49:48 transreid.train INFO: Epoch[116] Iter[200/241] Loss: 0.340, Acc: 0.987, Base Lr: 1.89e-06
+2023-08-07 23:49:49 transreid.train INFO: Epoch[116] Iter[220/241] Loss: 0.325, Acc: 0.988, Base Lr: 1.89e-06
+2023-08-07 23:49:50 transreid.train INFO: Epoch 116 done. Time per epoch: 19.617[s] Speed: 737.3[samples/s]
+2023-08-07 23:49:52 transreid.train INFO: Epoch[117] Iter[20/241] Loss: 0.382, Acc: 0.988, Base Lr: 1.42e-06
+2023-08-07 23:49:54 transreid.train INFO: Epoch[117] Iter[40/241] Loss: 0.387, Acc: 0.985, Base Lr: 1.42e-06
+2023-08-07 23:49:56 transreid.train INFO: Epoch[117] Iter[60/241] Loss: 0.384, Acc: 0.984, Base Lr: 1.42e-06
+2023-08-07 23:49:57 transreid.train INFO: Epoch[117] Iter[80/241] Loss: 0.385, Acc: 0.985, Base Lr: 1.42e-06
+2023-08-07 23:49:59 transreid.train INFO: Epoch[117] Iter[100/241] Loss: 0.381, Acc: 0.984, Base Lr: 1.42e-06
+2023-08-07 23:50:01 transreid.train INFO: Epoch[117] Iter[120/241] Loss: 0.376, Acc: 0.985, Base Lr: 1.42e-06
+2023-08-07 23:50:02 transreid.train INFO: Epoch[117] Iter[140/241] Loss: 0.371, Acc: 0.984, Base Lr: 1.42e-06
+2023-08-07 23:50:04 transreid.train INFO: Epoch[117] Iter[160/241] Loss: 0.364, Acc: 0.985, Base Lr: 1.42e-06
+2023-08-07 23:50:05 transreid.train INFO: Epoch[117] Iter[180/241] Loss: 0.352, Acc: 0.986, Base Lr: 1.42e-06
+2023-08-07 23:50:07 transreid.train INFO: Epoch[117] Iter[200/241] Loss: 0.339, Acc: 0.987, Base Lr: 1.42e-06
+2023-08-07 23:50:09 transreid.train INFO: Epoch[117] Iter[220/241] Loss: 0.323, Acc: 0.988, Base Lr: 1.42e-06
+2023-08-07 23:50:09 transreid.train INFO: Epoch 117 done. Time per epoch: 19.443[s] Speed: 743.9[samples/s]
+2023-08-07 23:50:12 transreid.train INFO: Epoch[118] Iter[20/241] Loss: 0.411, Acc: 0.988, Base Lr: 1.07e-06
+2023-08-07 23:50:13 transreid.train INFO: Epoch[118] Iter[40/241] Loss: 0.413, Acc: 0.983, Base Lr: 1.07e-06
+2023-08-07 23:50:15 transreid.train INFO: Epoch[118] Iter[60/241] Loss: 0.400, Acc: 0.981, Base Lr: 1.07e-06
+2023-08-07 23:50:17 transreid.train INFO: Epoch[118] Iter[80/241] Loss: 0.392, Acc: 0.983, Base Lr: 1.07e-06
+2023-08-07 23:50:18 transreid.train INFO: Epoch[118] Iter[100/241] Loss: 0.384, Acc: 0.983, Base Lr: 1.07e-06
+2023-08-07 23:50:20 transreid.train INFO: Epoch[118] Iter[120/241] Loss: 0.375, Acc: 0.983, Base Lr: 1.07e-06
+2023-08-07 23:50:22 transreid.train INFO: Epoch[118] Iter[140/241] Loss: 0.369, Acc: 0.984, Base Lr: 1.07e-06
+2023-08-07 23:50:23 transreid.train INFO: Epoch[118] Iter[160/241] Loss: 0.359, Acc: 0.984, Base Lr: 1.07e-06
+2023-08-07 23:50:25 transreid.train INFO: Epoch[118] Iter[180/241] Loss: 0.348, Acc: 0.985, Base Lr: 1.07e-06
+2023-08-07 23:50:27 transreid.train INFO: Epoch[118] Iter[200/241] Loss: 0.338, Acc: 0.986, Base Lr: 1.07e-06
+2023-08-07 23:50:28 transreid.train INFO: Epoch[118] Iter[220/241] Loss: 0.322, Acc: 0.986, Base Lr: 1.07e-06
+2023-08-07 23:50:29 transreid.train INFO: Epoch 118 done. Time per epoch: 19.445[s] Speed: 740.5[samples/s]
+2023-08-07 23:50:31 transreid.train INFO: Epoch[119] Iter[20/241] Loss: 0.379, Acc: 0.987, Base Lr: 8.68e-07
+2023-08-07 23:50:33 transreid.train INFO: Epoch[119] Iter[40/241] Loss: 0.371, Acc: 0.988, Base Lr: 8.68e-07
+2023-08-07 23:50:35 transreid.train INFO: Epoch[119] Iter[60/241] Loss: 0.388, Acc: 0.984, Base Lr: 8.68e-07
+2023-08-07 23:50:37 transreid.train INFO: Epoch[119] Iter[80/241] Loss: 0.385, Acc: 0.985, Base Lr: 8.68e-07
+2023-08-07 23:50:38 transreid.train INFO: Epoch[119] Iter[100/241] Loss: 0.382, Acc: 0.985, Base Lr: 8.68e-07
+2023-08-07 23:50:40 transreid.train INFO: Epoch[119] Iter[120/241] Loss: 0.378, Acc: 0.985, Base Lr: 8.68e-07
+2023-08-07 23:50:42 transreid.train INFO: Epoch[119] Iter[140/241] Loss: 0.370, Acc: 0.985, Base Lr: 8.68e-07
+2023-08-07 23:50:43 transreid.train INFO: Epoch[119] Iter[160/241] Loss: 0.362, Acc: 0.986, Base Lr: 8.68e-07
+2023-08-07 23:50:45 transreid.train INFO: Epoch[119] Iter[180/241] Loss: 0.355, Acc: 0.986, Base Lr: 8.68e-07
+2023-08-07 23:50:47 transreid.train INFO: Epoch[119] Iter[200/241] Loss: 0.344, Acc: 0.987, Base Lr: 8.68e-07
+2023-08-07 23:50:48 transreid.train INFO: Epoch[119] Iter[220/241] Loss: 0.329, Acc: 0.987, Base Lr: 8.68e-07
+2023-08-07 23:50:49 transreid.train INFO: Epoch 119 done. Time per epoch: 20.051[s] Speed: 721.4[samples/s]
+2023-08-07 23:50:51 transreid.train INFO: Epoch[120] Iter[20/241] Loss: 0.414, Acc: 0.976, Base Lr: 8.00e-07
+2023-08-07 23:50:53 transreid.train INFO: Epoch[120] Iter[40/241] Loss: 0.381, Acc: 0.982, Base Lr: 8.00e-07
+2023-08-07 23:50:55 transreid.train INFO: Epoch[120] Iter[60/241] Loss: 0.388, Acc: 0.984, Base Lr: 8.00e-07
+2023-08-07 23:50:56 transreid.train INFO: Epoch[120] Iter[80/241] Loss: 0.381, Acc: 0.984, Base Lr: 8.00e-07
+2023-08-07 23:50:58 transreid.train INFO: Epoch[120] Iter[100/241] Loss: 0.374, Acc: 0.985, Base Lr: 8.00e-07
+2023-08-07 23:51:00 transreid.train INFO: Epoch[120] Iter[120/241] Loss: 0.369, Acc: 0.986, Base Lr: 8.00e-07
+2023-08-07 23:51:01 transreid.train INFO: Epoch[120] Iter[140/241] Loss: 0.355, Acc: 0.987, Base Lr: 8.00e-07
+2023-08-07 23:51:03 transreid.train INFO: Epoch[120] Iter[160/241] Loss: 0.352, Acc: 0.987, Base Lr: 8.00e-07
+2023-08-07 23:51:04 transreid.train INFO: Epoch[120] Iter[180/241] Loss: 0.346, Acc: 0.988, Base Lr: 8.00e-07
+2023-08-07 23:51:06 transreid.train INFO: Epoch[120] Iter[200/241] Loss: 0.333, Acc: 0.989, Base Lr: 8.00e-07
+2023-08-07 23:51:08 transreid.train INFO: Epoch[120] Iter[220/241] Loss: 0.318, Acc: 0.989, Base Lr: 8.00e-07
+2023-08-07 23:51:08 transreid.train INFO: Epoch 120 done. Time per epoch: 19.555[s] Speed: 746.2[samples/s]
+2023-08-07 23:51:27 transreid.train INFO: Validation Results - Epoch: 120
+2023-08-07 23:51:27 transreid.train INFO: mAP: 84.7%
+2023-08-07 23:51:27 transreid.train INFO: CMC curve, Rank-1  :91.9%
+2023-08-07 23:51:27 transreid.train INFO: CMC curve, Rank-5  :96.1%
+2023-08-07 23:51:27 transreid.train INFO: CMC curve, Rank-10 :97.2%