2024-04-29 17:27:02 transreid INFO: Saving model in the path :log/bs_exp/GhostNet_1_0_Market1501/64bs_lr0.0004_ep120_warm20_seed0
2024-04-29 17:27:02 transreid INFO: Loaded configuration file configs/market/ghostnet_1_0.yml
2024-04-29 17:27:02 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: /home/ma-user/work/Datasets/ImageReID_Datasets/mixreid/
  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
  FEAT_FUSION: cat
  GEM_POOLING: False
  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
  MULTI_NECK: True
  NAME: ghostnet_1_0
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/GhostNet_1_0.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: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/bs_exp/GhostNet_1_0_Market1501/64bs_lr0.0004_ep120_warm20_seed0
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: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  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: 
2024-04-29 17:27:02 transreid.check INFO: Dataset statistics:
2024-04-29 17:27:02 transreid.check INFO:   ----------------------------------------
2024-04-29 17:27:02 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-29 17:27:02 transreid.check INFO:   ----------------------------------------
2024-04-29 17:27:02 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-29 17:27:02 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-29 17:27:02 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-29 17:27:02 transreid.check INFO:   ----------------------------------------
2024-04-29 17:27:07 transreid INFO: ===========using cosine learning rate=======
2024-04-29 17:27:07 transreid.train INFO: start training
2024-04-29 17:27:13 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 12.092, Acc: 0.003, Base Lr: 2.38e-05
2024-04-29 17:27:13 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 11.769, Acc: 0.003, Base Lr: 2.38e-05
2024-04-29 17:27:14 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 11.390, Acc: 0.003, Base Lr: 2.38e-05
2024-04-29 17:27:15 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 11.154, Acc: 0.002, Base Lr: 2.38e-05
2024-04-29 17:27:16 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 10.870, Acc: 0.002, Base Lr: 2.38e-05
2024-04-29 17:27:17 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 10.668, Acc: 0.002, Base Lr: 2.38e-05
2024-04-29 17:27:18 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 10.535, Acc: 0.002, Base Lr: 2.38e-05
2024-04-29 17:27:19 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 10.405, Acc: 0.002, Base Lr: 2.38e-05
2024-04-29 17:27:20 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 10.298, Acc: 0.002, Base Lr: 2.38e-05
2024-04-29 17:27:20 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 10.186, Acc: 0.002, Base Lr: 2.38e-05
2024-04-29 17:27:21 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 10.083, Acc: 0.002, Base Lr: 2.38e-05
2024-04-29 17:27:22 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 9.985, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 17:27:23 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 9.900, Acc: 0.002, Base Lr: 2.38e-05
2024-04-29 17:27:24 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 9.840, Acc: 0.002, Base Lr: 2.38e-05
2024-04-29 17:27:25 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 9.775, Acc: 0.002, Base Lr: 2.38e-05
2024-04-29 17:27:26 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 9.722, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 17:27:27 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 9.667, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 17:27:28 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 9.624, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 17:27:28 transreid.train INFO: Epoch 1 done. Time per epoch: 20.995[s] Speed: 557.9[samples/s]
2024-04-29 17:27:30 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.593, Acc: 0.002, Base Lr: 4.36e-05
2024-04-29 17:27:30 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.761, Acc: 0.002, Base Lr: 4.36e-05
2024-04-29 17:27:31 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.667, Acc: 0.002, Base Lr: 4.36e-05
2024-04-29 17:27:32 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.600, Acc: 0.002, Base Lr: 4.36e-05
2024-04-29 17:27:33 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 8.491, Acc: 0.002, Base Lr: 4.36e-05
2024-04-29 17:27:34 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.420, Acc: 0.003, Base Lr: 4.36e-05
2024-04-29 17:27:35 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 8.358, Acc: 0.003, Base Lr: 4.36e-05
2024-04-29 17:27:36 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 8.319, Acc: 0.003, Base Lr: 4.36e-05
2024-04-29 17:27:37 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 8.290, Acc: 0.003, Base Lr: 4.36e-05
2024-04-29 17:27:38 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 8.252, Acc: 0.002, Base Lr: 4.36e-05
2024-04-29 17:27:38 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 8.208, Acc: 0.002, Base Lr: 4.36e-05
2024-04-29 17:27:39 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 8.163, Acc: 0.002, Base Lr: 4.36e-05
2024-04-29 17:27:40 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 8.137, Acc: 0.003, Base Lr: 4.36e-05
2024-04-29 17:27:41 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 8.109, Acc: 0.003, Base Lr: 4.36e-05
2024-04-29 17:27:42 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 8.071, Acc: 0.004, Base Lr: 4.36e-05
2024-04-29 17:27:43 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 8.053, Acc: 0.004, Base Lr: 4.36e-05
2024-04-29 17:27:44 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 8.021, Acc: 0.005, Base Lr: 4.36e-05
2024-04-29 17:27:45 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 8.010, Acc: 0.006, Base Lr: 4.36e-05
2024-04-29 17:27:45 transreid.train INFO: Epoch 2 done. Time per epoch: 17.004[s] Speed: 688.8[samples/s]
2024-04-29 17:27:47 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.751, Acc: 0.006, Base Lr: 6.34e-05
2024-04-29 17:27:47 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.699, Acc: 0.005, Base Lr: 6.34e-05
2024-04-29 17:27:48 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.701, Acc: 0.005, Base Lr: 6.34e-05
2024-04-29 17:27:49 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.652, Acc: 0.007, Base Lr: 6.34e-05
2024-04-29 17:27:50 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.601, Acc: 0.013, Base Lr: 6.34e-05
2024-04-29 17:27:51 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.588, Acc: 0.016, Base Lr: 6.34e-05
2024-04-29 17:27:52 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.561, Acc: 0.016, Base Lr: 6.34e-05
2024-04-29 17:27:53 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.550, Acc: 0.019, Base Lr: 6.34e-05
2024-04-29 17:27:54 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.529, Acc: 0.022, Base Lr: 6.34e-05
2024-04-29 17:27:54 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.515, Acc: 0.024, Base Lr: 6.34e-05
2024-04-29 17:27:55 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.498, Acc: 0.026, Base Lr: 6.34e-05
2024-04-29 17:27:56 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.482, Acc: 0.028, Base Lr: 6.34e-05
2024-04-29 17:27:57 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.474, Acc: 0.030, Base Lr: 6.34e-05
2024-04-29 17:27:58 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.469, Acc: 0.034, Base Lr: 6.34e-05
2024-04-29 17:27:59 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.457, Acc: 0.041, Base Lr: 6.34e-05
2024-04-29 17:28:00 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.456, Acc: 0.046, Base Lr: 6.34e-05
2024-04-29 17:28:01 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.452, Acc: 0.054, Base Lr: 6.34e-05
2024-04-29 17:28:02 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.442, Acc: 0.067, Base Lr: 6.34e-05
2024-04-29 17:28:02 transreid.train INFO: Epoch 3 done. Time per epoch: 16.978[s] Speed: 689.8[samples/s]
2024-04-29 17:28:04 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 7.465, Acc: 0.077, Base Lr: 8.32e-05
2024-04-29 17:28:04 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.361, Acc: 0.073, Base Lr: 8.32e-05
2024-04-29 17:28:05 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 7.319, Acc: 0.078, Base Lr: 8.32e-05
2024-04-29 17:28:06 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 7.300, Acc: 0.072, Base Lr: 8.32e-05
2024-04-29 17:28:07 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 7.313, Acc: 0.075, Base Lr: 8.32e-05
2024-04-29 17:28:08 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 7.305, Acc: 0.078, Base Lr: 8.32e-05
2024-04-29 17:28:09 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 7.304, Acc: 0.081, Base Lr: 8.32e-05
2024-04-29 17:28:10 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 7.288, Acc: 0.083, Base Lr: 8.32e-05
2024-04-29 17:28:11 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 7.285, Acc: 0.091, Base Lr: 8.32e-05
2024-04-29 17:28:11 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 7.283, Acc: 0.097, Base Lr: 8.32e-05
2024-04-29 17:28:12 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 7.281, Acc: 0.104, Base Lr: 8.32e-05
2024-04-29 17:28:13 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 7.274, Acc: 0.110, Base Lr: 8.32e-05
2024-04-29 17:28:14 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 7.257, Acc: 0.120, Base Lr: 8.32e-05
2024-04-29 17:28:15 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 7.248, Acc: 0.128, Base Lr: 8.32e-05
2024-04-29 17:28:16 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 7.242, Acc: 0.136, Base Lr: 8.32e-05
2024-04-29 17:28:17 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 7.232, Acc: 0.147, Base Lr: 8.32e-05
2024-04-29 17:28:18 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 7.220, Acc: 0.161, Base Lr: 8.32e-05
2024-04-29 17:28:19 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 7.215, Acc: 0.179, Base Lr: 8.32e-05
2024-04-29 17:28:19 transreid.train INFO: Epoch 4 done. Time per epoch: 16.951[s] Speed: 690.9[samples/s]
2024-04-29 17:28:20 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 7.178, Acc: 0.122, Base Lr: 1.03e-04
2024-04-29 17:28:21 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 7.161, Acc: 0.109, Base Lr: 1.03e-04
2024-04-29 17:28:22 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 7.152, Acc: 0.114, Base Lr: 1.03e-04
2024-04-29 17:28:23 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 7.162, Acc: 0.107, Base Lr: 1.03e-04
2024-04-29 17:28:24 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 7.160, Acc: 0.115, Base Lr: 1.03e-04
2024-04-29 17:28:25 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 7.137, Acc: 0.123, Base Lr: 1.03e-04
2024-04-29 17:28:26 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 7.128, Acc: 0.128, Base Lr: 1.03e-04
2024-04-29 17:28:27 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 7.115, Acc: 0.137, Base Lr: 1.03e-04
2024-04-29 17:28:27 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 7.112, Acc: 0.146, Base Lr: 1.03e-04
2024-04-29 17:28:28 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 7.103, Acc: 0.155, Base Lr: 1.03e-04
2024-04-29 17:28:29 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 7.084, Acc: 0.159, Base Lr: 1.03e-04
2024-04-29 17:28:30 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 7.075, Acc: 0.162, Base Lr: 1.03e-04
2024-04-29 17:28:31 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 7.081, Acc: 0.168, Base Lr: 1.03e-04
2024-04-29 17:28:32 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 7.078, Acc: 0.174, Base Lr: 1.03e-04
2024-04-29 17:28:33 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 7.080, Acc: 0.187, Base Lr: 1.03e-04
2024-04-29 17:28:34 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 7.071, Acc: 0.196, Base Lr: 1.03e-04
2024-04-29 17:28:34 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 7.064, Acc: 0.209, Base Lr: 1.03e-04
2024-04-29 17:28:35 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 7.056, Acc: 0.228, Base Lr: 1.03e-04
2024-04-29 17:28:36 transreid.train INFO: Epoch 5 done. Time per epoch: 16.825[s] Speed: 699.9[samples/s]
2024-04-29 17:28:37 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 6.995, Acc: 0.100, Base Lr: 1.23e-04
2024-04-29 17:28:38 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 6.999, Acc: 0.103, Base Lr: 1.23e-04
2024-04-29 17:28:39 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 7.013, Acc: 0.109, Base Lr: 1.23e-04
2024-04-29 17:28:40 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 6.991, Acc: 0.111, Base Lr: 1.23e-04
2024-04-29 17:28:41 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 6.994, Acc: 0.122, Base Lr: 1.23e-04
2024-04-29 17:28:42 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 6.982, Acc: 0.129, Base Lr: 1.23e-04
2024-04-29 17:28:43 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 6.983, Acc: 0.137, Base Lr: 1.23e-04
2024-04-29 17:28:44 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 6.973, Acc: 0.143, Base Lr: 1.23e-04
2024-04-29 17:28:44 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 6.963, Acc: 0.151, Base Lr: 1.23e-04
2024-04-29 17:28:45 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 6.968, Acc: 0.153, Base Lr: 1.23e-04
2024-04-29 17:28:46 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 6.960, Acc: 0.164, Base Lr: 1.23e-04
2024-04-29 17:28:47 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 6.962, Acc: 0.171, Base Lr: 1.23e-04
2024-04-29 17:28:48 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 6.963, Acc: 0.175, Base Lr: 1.23e-04
2024-04-29 17:28:49 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 6.962, Acc: 0.185, Base Lr: 1.23e-04
2024-04-29 17:28:50 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 6.957, Acc: 0.195, Base Lr: 1.23e-04
2024-04-29 17:28:51 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 6.943, Acc: 0.207, Base Lr: 1.23e-04
2024-04-29 17:28:51 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 6.935, Acc: 0.224, Base Lr: 1.23e-04
2024-04-29 17:28:52 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 6.920, Acc: 0.245, Base Lr: 1.23e-04
2024-04-29 17:28:53 transreid.train INFO: Epoch 6 done. Time per epoch: 16.946[s] Speed: 691.1[samples/s]
2024-04-29 17:28:54 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 6.924, Acc: 0.092, Base Lr: 1.43e-04
2024-04-29 17:28:55 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 6.964, Acc: 0.109, Base Lr: 1.43e-04
2024-04-29 17:28:56 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 6.938, Acc: 0.115, Base Lr: 1.43e-04
2024-04-29 17:28:57 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 6.927, Acc: 0.121, Base Lr: 1.43e-04
2024-04-29 17:28:58 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 6.905, Acc: 0.129, Base Lr: 1.43e-04
2024-04-29 17:28:59 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 6.881, Acc: 0.133, Base Lr: 1.43e-04
2024-04-29 17:29:00 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 6.867, Acc: 0.145, Base Lr: 1.43e-04
2024-04-29 17:29:00 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 6.862, Acc: 0.149, Base Lr: 1.43e-04
2024-04-29 17:29:01 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 6.848, Acc: 0.156, Base Lr: 1.43e-04
2024-04-29 17:29:02 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 6.840, Acc: 0.161, Base Lr: 1.43e-04
2024-04-29 17:29:03 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 6.830, Acc: 0.164, Base Lr: 1.43e-04
2024-04-29 17:29:04 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 6.827, Acc: 0.170, Base Lr: 1.43e-04
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2024-04-29 17:29:10 transreid.train INFO: Epoch 7 done. Time per epoch: 16.999[s] Speed: 689.0[samples/s]
2024-04-29 17:29:11 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 6.834, Acc: 0.130, Base Lr: 1.62e-04
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2024-04-29 17:29:27 transreid.train INFO: Epoch 8 done. Time per epoch: 16.911[s] Speed: 692.5[samples/s]
2024-04-29 17:29:28 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 6.747, Acc: 0.131, Base Lr: 1.82e-04
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2024-04-29 17:29:44 transreid.train INFO: Epoch 9 done. Time per epoch: 17.145[s] Speed: 686.8[samples/s]
2024-04-29 17:29:45 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 6.470, Acc: 0.141, Base Lr: 2.02e-04
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2024-04-29 17:30:01 transreid.train INFO: Epoch 10 done. Time per epoch: 17.025[s] Speed: 687.9[samples/s]
2024-04-29 17:30:02 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 6.566, Acc: 0.148, Base Lr: 2.22e-04
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2024-04-29 17:30:18 transreid.train INFO: Epoch 11 done. Time per epoch: 17.007[s] Speed: 688.7[samples/s]
2024-04-29 17:30:19 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 6.253, Acc: 0.108, Base Lr: 2.42e-04
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2024-04-29 17:30:35 transreid.train INFO: Epoch 12 done. Time per epoch: 17.199[s] Speed: 681.0[samples/s]
2024-04-29 17:30:37 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 6.127, Acc: 0.111, Base Lr: 2.61e-04
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2024-04-29 17:30:52 transreid.train INFO: Epoch 13 done. Time per epoch: 16.756[s] Speed: 699.0[samples/s]
2024-04-29 17:30:53 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 5.854, Acc: 0.159, Base Lr: 2.81e-04
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2024-04-29 17:31:09 transreid.train INFO: Epoch 14 done. Time per epoch: 16.873[s] Speed: 697.9[samples/s]
2024-04-29 17:31:10 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 5.721, Acc: 0.144, Base Lr: 3.01e-04
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2024-04-29 17:31:26 transreid.train INFO: Epoch 15 done. Time per epoch: 16.921[s] Speed: 692.2[samples/s]
2024-04-29 17:31:27 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 5.565, Acc: 0.138, Base Lr: 3.21e-04
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2024-04-29 17:31:42 transreid.train INFO: Epoch 16 done. Time per epoch: 16.892[s] Speed: 693.3[samples/s]
2024-04-29 17:31:44 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 5.222, Acc: 0.191, Base Lr: 3.41e-04
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2024-04-29 17:31:59 transreid.train INFO: Epoch 17 done. Time per epoch: 16.723[s] Speed: 700.4[samples/s]
2024-04-29 17:32:01 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 5.120, Acc: 0.183, Base Lr: 3.60e-04
2024-04-29 17:32:02 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 5.185, Acc: 0.174, Base Lr: 3.60e-04
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2024-04-29 17:32:16 transreid.train INFO: Epoch 18 done. Time per epoch: 16.860[s] Speed: 694.6[samples/s]
2024-04-29 17:32:18 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 4.918, Acc: 0.195, Base Lr: 3.80e-04
2024-04-29 17:32:19 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 4.954, Acc: 0.184, Base Lr: 3.80e-04
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2024-04-29 17:32:33 transreid.train INFO: Epoch 19 done. Time per epoch: 17.348[s] Speed: 678.8[samples/s]
2024-04-29 17:32:35 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 4.522, Acc: 0.292, Base Lr: 3.73e-04
2024-04-29 17:32:36 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 4.582, Acc: 0.271, Base Lr: 3.73e-04
2024-04-29 17:32:37 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 4.604, Acc: 0.249, Base Lr: 3.73e-04
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2024-04-29 17:32:51 transreid.train INFO: Epoch 20 done. Time per epoch: 17.262[s] Speed: 678.5[samples/s]
2024-04-29 17:33:04 transreid.train INFO: Validation Results - Epoch: 20
2024-04-29 17:33:04 transreid.train INFO: mAP: 74.9%
2024-04-29 17:33:04 transreid.train INFO: CMC curve, Rank-1  :88.3%
2024-04-29 17:33:04 transreid.train INFO: CMC curve, Rank-5  :95.3%
2024-04-29 17:33:04 transreid.train INFO: CMC curve, Rank-10 :97.0%
2024-04-29 17:33:05 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 4.660, Acc: 0.255, Base Lr: 3.71e-04
2024-04-29 17:33:06 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 4.586, Acc: 0.257, Base Lr: 3.71e-04
2024-04-29 17:33:07 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 4.549, Acc: 0.258, Base Lr: 3.71e-04
2024-04-29 17:33:08 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 4.512, Acc: 0.256, Base Lr: 3.71e-04
2024-04-29 17:33:09 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 4.422, Acc: 0.260, Base Lr: 3.71e-04
2024-04-29 17:33:10 transreid.train INFO: Epoch[21] Iter[60/186] Loss: 4.365, Acc: 0.277, Base Lr: 3.71e-04
2024-04-29 17:33:11 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 4.326, Acc: 0.282, Base Lr: 3.71e-04
2024-04-29 17:33:12 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 4.276, Acc: 0.287, Base Lr: 3.71e-04
2024-04-29 17:33:13 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 4.210, Acc: 0.298, Base Lr: 3.71e-04
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2024-04-29 17:33:17 transreid.train INFO: Epoch[21] Iter[140/186] Loss: 3.964, Acc: 0.358, Base Lr: 3.71e-04
2024-04-29 17:33:18 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 3.898, Acc: 0.375, Base Lr: 3.71e-04
2024-04-29 17:33:19 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 3.828, Acc: 0.391, Base Lr: 3.71e-04
2024-04-29 17:33:20 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 3.752, Acc: 0.410, Base Lr: 3.71e-04
2024-04-29 17:33:21 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 3.664, Acc: 0.433, Base Lr: 3.71e-04
2024-04-29 17:33:21 transreid.train INFO: Epoch 21 done. Time per epoch: 17.570[s] Speed: 670.2[samples/s]
2024-04-29 17:33:23 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 4.397, Acc: 0.283, Base Lr: 3.68e-04
2024-04-29 17:33:24 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 4.493, Acc: 0.269, Base Lr: 3.68e-04
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2024-04-29 17:33:34 transreid.train INFO: Epoch[22] Iter[140/186] Loss: 3.757, Acc: 0.392, Base Lr: 3.68e-04
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2024-04-29 17:33:36 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 3.622, Acc: 0.425, Base Lr: 3.68e-04
2024-04-29 17:33:37 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 3.538, Acc: 0.447, Base Lr: 3.68e-04
2024-04-29 17:33:38 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 3.445, Acc: 0.470, Base Lr: 3.68e-04
2024-04-29 17:33:38 transreid.train INFO: Epoch 22 done. Time per epoch: 17.155[s] Speed: 682.7[samples/s]
2024-04-29 17:33:40 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 4.310, Acc: 0.302, Base Lr: 3.65e-04
2024-04-29 17:33:41 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 4.323, Acc: 0.291, Base Lr: 3.65e-04
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2024-04-29 17:33:55 transreid.train INFO: Epoch 23 done. Time per epoch: 16.905[s] Speed: 692.8[samples/s]
2024-04-29 17:33:57 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 4.074, Acc: 0.325, Base Lr: 3.62e-04
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2024-04-29 17:34:12 transreid.train INFO: Epoch 24 done. Time per epoch: 16.725[s] Speed: 704.1[samples/s]
2024-04-29 17:34:14 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 4.162, Acc: 0.269, Base Lr: 3.59e-04
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2024-04-29 17:34:29 transreid.train INFO: Epoch 25 done. Time per epoch: 16.759[s] Speed: 698.9[samples/s]
2024-04-29 17:34:30 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 3.925, Acc: 0.359, Base Lr: 3.56e-04
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2024-04-29 17:34:45 transreid.train INFO: Epoch 26 done. Time per epoch: 16.413[s] Speed: 713.6[samples/s]
2024-04-29 17:34:47 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 3.818, Acc: 0.294, Base Lr: 3.52e-04
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2024-04-29 17:35:01 transreid.train INFO: Epoch 27 done. Time per epoch: 16.228[s] Speed: 721.7[samples/s]
2024-04-29 17:35:03 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 3.459, Acc: 0.373, Base Lr: 3.49e-04
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2024-04-29 17:35:18 transreid.train INFO: Epoch 28 done. Time per epoch: 16.417[s] Speed: 713.4[samples/s]
2024-04-29 17:35:19 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 3.629, Acc: 0.389, Base Lr: 3.45e-04
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2024-04-29 17:35:34 transreid.train INFO: Epoch 29 done. Time per epoch: 16.511[s] Speed: 709.4[samples/s]
2024-04-29 17:35:36 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 3.183, Acc: 0.477, Base Lr: 3.42e-04
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2024-04-29 17:35:51 transreid.train INFO: Epoch 30 done. Time per epoch: 16.775[s] Speed: 702.0[samples/s]
2024-04-29 17:35:53 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 3.084, Acc: 0.475, Base Lr: 3.38e-04
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2024-04-29 17:36:07 transreid.train INFO: Epoch 31 done. Time per epoch: 16.320[s] Speed: 713.7[samples/s]
2024-04-29 17:36:09 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 3.076, Acc: 0.472, Base Lr: 3.34e-04
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2024-04-29 17:36:24 transreid.train INFO: Epoch 32 done. Time per epoch: 16.281[s] Speed: 719.4[samples/s]
2024-04-29 17:36:25 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 2.981, Acc: 0.523, Base Lr: 3.30e-04
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2024-04-29 17:36:40 transreid.train INFO: Epoch 33 done. Time per epoch: 16.480[s] Speed: 714.6[samples/s]
2024-04-29 17:36:42 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 2.933, Acc: 0.489, Base Lr: 3.26e-04
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2024-04-29 17:36:57 transreid.train INFO: Epoch 34 done. Time per epoch: 16.461[s] Speed: 715.4[samples/s]
2024-04-29 17:36:58 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 2.882, Acc: 0.508, Base Lr: 3.22e-04
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2024-04-29 17:37:13 transreid.train INFO: Epoch 35 done. Time per epoch: 16.444[s] Speed: 716.1[samples/s]
2024-04-29 17:37:15 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 2.717, Acc: 0.505, Base Lr: 3.18e-04
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2024-04-29 17:37:30 transreid.train INFO: Epoch 36 done. Time per epoch: 16.911[s] Speed: 696.4[samples/s]
2024-04-29 17:37:32 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 2.782, Acc: 0.514, Base Lr: 3.13e-04
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2024-04-29 17:37:46 transreid.train INFO: Epoch 37 done. Time per epoch: 16.452[s] Speed: 715.8[samples/s]
2024-04-29 17:37:48 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 2.597, Acc: 0.548, Base Lr: 3.09e-04
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2024-04-29 17:38:03 transreid.train INFO: Epoch 38 done. Time per epoch: 16.610[s] Speed: 705.1[samples/s]
2024-04-29 17:38:05 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 2.562, Acc: 0.569, Base Lr: 3.05e-04
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2024-04-29 17:38:14 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 1.929, Acc: 0.703, Base Lr: 3.05e-04
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2024-04-29 17:38:19 transreid.train INFO: Epoch 39 done. Time per epoch: 16.329[s] Speed: 717.2[samples/s]
2024-04-29 17:38:21 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 2.499, Acc: 0.588, Base Lr: 3.00e-04
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2024-04-29 17:38:36 transreid.train INFO: Epoch 40 done. Time per epoch: 16.193[s] Speed: 723.3[samples/s]
2024-04-29 17:38:47 transreid.train INFO: Validation Results - Epoch: 40
2024-04-29 17:38:47 transreid.train INFO: mAP: 83.7%
2024-04-29 17:38:47 transreid.train INFO: CMC curve, Rank-1  :92.6%
2024-04-29 17:38:47 transreid.train INFO: CMC curve, Rank-5  :97.6%
2024-04-29 17:38:47 transreid.train INFO: CMC curve, Rank-10 :98.5%
2024-04-29 17:38:48 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 2.606, Acc: 0.561, Base Lr: 2.96e-04
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2024-04-29 17:39:00 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 1.684, Acc: 0.751, Base Lr: 2.96e-04
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2024-04-29 17:39:01 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 1.588, Acc: 0.772, Base Lr: 2.96e-04
2024-04-29 17:39:02 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 1.539, Acc: 0.782, Base Lr: 2.96e-04
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2024-04-29 17:39:04 transreid.train INFO: Epoch 41 done. Time per epoch: 16.918[s] Speed: 696.1[samples/s]
2024-04-29 17:39:05 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 2.327, Acc: 0.591, Base Lr: 2.91e-04
2024-04-29 17:39:06 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 2.276, Acc: 0.595, Base Lr: 2.91e-04
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2024-04-29 17:39:08 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 2.149, Acc: 0.629, Base Lr: 2.91e-04
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2024-04-29 17:39:11 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 1.932, Acc: 0.690, Base Lr: 2.91e-04
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2024-04-29 17:39:18 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 1.554, Acc: 0.779, Base Lr: 2.91e-04
2024-04-29 17:39:19 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 1.502, Acc: 0.791, Base Lr: 2.91e-04
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2024-04-29 17:39:20 transreid.train INFO: Epoch 42 done. Time per epoch: 16.606[s] Speed: 709.1[samples/s]
2024-04-29 17:39:22 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 2.452, Acc: 0.562, Base Lr: 2.86e-04
2024-04-29 17:39:23 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 2.269, Acc: 0.612, Base Lr: 2.86e-04
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2024-04-29 17:39:34 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 1.486, Acc: 0.787, Base Lr: 2.86e-04
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2024-04-29 17:39:37 transreid.train INFO: Epoch 43 done. Time per epoch: 16.348[s] Speed: 720.3[samples/s]
2024-04-29 17:39:38 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 2.277, Acc: 0.605, Base Lr: 2.82e-04
2024-04-29 17:39:39 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 2.152, Acc: 0.634, Base Lr: 2.82e-04
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2024-04-29 17:39:53 transreid.train INFO: Epoch 44 done. Time per epoch: 16.261[s] Speed: 724.2[samples/s]
2024-04-29 17:39:54 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 2.152, Acc: 0.608, Base Lr: 2.77e-04
2024-04-29 17:39:55 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 2.036, Acc: 0.635, Base Lr: 2.77e-04
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2024-04-29 17:39:57 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 1.925, Acc: 0.669, Base Lr: 2.77e-04
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2024-04-29 17:40:00 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 1.794, Acc: 0.709, Base Lr: 2.77e-04
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2024-04-29 17:40:09 transreid.train INFO: Epoch 45 done. Time per epoch: 16.395[s] Speed: 714.4[samples/s]
2024-04-29 17:40:11 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 1.800, Acc: 0.678, Base Lr: 2.72e-04
2024-04-29 17:40:12 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 1.866, Acc: 0.667, Base Lr: 2.72e-04
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2024-04-29 17:40:24 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 1.352, Acc: 0.811, Base Lr: 2.72e-04
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2024-04-29 17:40:26 transreid.train INFO: Epoch 46 done. Time per epoch: 16.446[s] Speed: 712.1[samples/s]
2024-04-29 17:40:27 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 2.181, Acc: 0.613, Base Lr: 2.67e-04
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2024-04-29 17:40:42 transreid.train INFO: Epoch 47 done. Time per epoch: 16.493[s] Speed: 714.0[samples/s]
2024-04-29 17:40:44 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 2.065, Acc: 0.625, Base Lr: 2.62e-04
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2024-04-29 17:40:59 transreid.train INFO: Epoch 48 done. Time per epoch: 17.063[s] Speed: 690.1[samples/s]
2024-04-29 17:41:01 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 2.054, Acc: 0.636, Base Lr: 2.57e-04
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2024-04-29 17:41:16 transreid.train INFO: Epoch 49 done. Time per epoch: 16.459[s] Speed: 711.6[samples/s]
2024-04-29 17:41:17 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 1.963, Acc: 0.666, Base Lr: 2.52e-04
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2024-04-29 17:41:32 transreid.train INFO: Epoch 50 done. Time per epoch: 16.569[s] Speed: 710.7[samples/s]
2024-04-29 17:41:34 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 1.758, Acc: 0.736, Base Lr: 2.47e-04
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2024-04-29 17:41:49 transreid.train INFO: Epoch 51 done. Time per epoch: 16.439[s] Speed: 716.3[samples/s]
2024-04-29 17:41:50 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 1.861, Acc: 0.694, Base Lr: 2.42e-04
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2024-04-29 17:42:06 transreid.train INFO: Epoch 52 done. Time per epoch: 16.903[s] Speed: 696.7[samples/s]
2024-04-29 17:42:07 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 1.995, Acc: 0.648, Base Lr: 2.37e-04
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2024-04-29 17:42:23 transreid.train INFO: Epoch 53 done. Time per epoch: 17.567[s] Speed: 670.3[samples/s]
2024-04-29 17:42:25 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 2.001, Acc: 0.625, Base Lr: 2.32e-04
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2024-04-29 17:42:40 transreid.train INFO: Epoch 54 done. Time per epoch: 17.009[s] Speed: 692.3[samples/s]
2024-04-29 17:42:42 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 1.598, Acc: 0.731, Base Lr: 2.26e-04
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2024-04-29 17:42:57 transreid.train INFO: Epoch 55 done. Time per epoch: 16.471[s] Speed: 711.1[samples/s]
2024-04-29 17:42:58 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 1.837, Acc: 0.705, Base Lr: 2.21e-04
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2024-04-29 17:43:13 transreid.train INFO: Epoch 56 done. Time per epoch: 16.553[s] Speed: 707.6[samples/s]
2024-04-29 17:43:15 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 1.665, Acc: 0.708, Base Lr: 2.16e-04
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2024-04-29 17:43:30 transreid.train INFO: Epoch 57 done. Time per epoch: 16.496[s] Speed: 713.9[samples/s]
2024-04-29 17:43:31 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 1.757, Acc: 0.695, Base Lr: 2.11e-04
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2024-04-29 17:43:46 transreid.train INFO: Epoch 58 done. Time per epoch: 16.250[s] Speed: 720.7[samples/s]
2024-04-29 17:43:47 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 1.703, Acc: 0.723, Base Lr: 2.06e-04
2024-04-29 17:43:48 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 1.539, Acc: 0.758, Base Lr: 2.06e-04
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2024-04-29 17:43:59 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.998, Acc: 0.874, Base Lr: 2.06e-04
2024-04-29 17:44:00 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.968, Acc: 0.881, Base Lr: 2.06e-04
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2024-04-29 17:44:02 transreid.train INFO: Epoch 59 done. Time per epoch: 16.446[s] Speed: 716.0[samples/s]
2024-04-29 17:44:04 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 1.465, Acc: 0.766, Base Lr: 2.00e-04
2024-04-29 17:44:05 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 1.488, Acc: 0.763, Base Lr: 2.00e-04
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2024-04-29 17:44:19 transreid.train INFO: Epoch 60 done. Time per epoch: 16.586[s] Speed: 706.2[samples/s]
2024-04-29 17:44:30 transreid.train INFO: Validation Results - Epoch: 60
2024-04-29 17:44:30 transreid.train INFO: mAP: 86.1%
2024-04-29 17:44:30 transreid.train INFO: CMC curve, Rank-1  :93.8%
2024-04-29 17:44:30 transreid.train INFO: CMC curve, Rank-5  :97.7%
2024-04-29 17:44:30 transreid.train INFO: CMC curve, Rank-10 :98.6%
2024-04-29 17:44:32 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 1.627, Acc: 0.744, Base Lr: 1.95e-04
2024-04-29 17:44:33 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 1.566, Acc: 0.736, Base Lr: 1.95e-04
2024-04-29 17:44:33 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 1.523, Acc: 0.752, Base Lr: 1.95e-04
2024-04-29 17:44:34 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 1.429, Acc: 0.771, Base Lr: 1.95e-04
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2024-04-29 17:44:37 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 1.297, Acc: 0.812, Base Lr: 1.95e-04
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2024-04-29 17:44:39 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 1.207, Acc: 0.831, Base Lr: 1.95e-04
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2024-04-29 17:44:44 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.994, Acc: 0.875, Base Lr: 1.95e-04
2024-04-29 17:44:45 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.961, Acc: 0.882, Base Lr: 1.95e-04
2024-04-29 17:44:45 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.931, Acc: 0.887, Base Lr: 1.95e-04
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2024-04-29 17:44:47 transreid.train INFO: Epoch 61 done. Time per epoch: 16.793[s] Speed: 701.2[samples/s]
2024-04-29 17:44:49 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 1.591, Acc: 0.728, Base Lr: 1.90e-04
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2024-04-29 17:45:01 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.936, Acc: 0.886, Base Lr: 1.90e-04
2024-04-29 17:45:02 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.905, Acc: 0.891, Base Lr: 1.90e-04
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2024-04-29 17:45:03 transreid.train INFO: Epoch 62 done. Time per epoch: 16.750[s] Speed: 699.2[samples/s]
2024-04-29 17:45:05 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 1.629, Acc: 0.733, Base Lr: 1.85e-04
2024-04-29 17:45:06 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 1.456, Acc: 0.757, Base Lr: 1.85e-04
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2024-04-29 17:45:20 transreid.train INFO: Epoch 63 done. Time per epoch: 16.369[s] Speed: 715.5[samples/s]
2024-04-29 17:45:21 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 1.523, Acc: 0.769, Base Lr: 1.80e-04
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2024-04-29 17:45:36 transreid.train INFO: Epoch 64 done. Time per epoch: 16.337[s] Speed: 716.9[samples/s]
2024-04-29 17:45:38 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 1.500, Acc: 0.759, Base Lr: 1.74e-04
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2024-04-29 17:45:52 transreid.train INFO: Epoch 65 done. Time per epoch: 16.311[s] Speed: 722.0[samples/s]
2024-04-29 17:45:54 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 1.396, Acc: 0.775, Base Lr: 1.69e-04
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2024-04-29 17:46:09 transreid.train INFO: Epoch 66 done. Time per epoch: 16.386[s] Speed: 714.8[samples/s]
2024-04-29 17:46:11 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 1.293, Acc: 0.814, Base Lr: 1.64e-04
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2024-04-29 17:46:25 transreid.train INFO: Epoch 67 done. Time per epoch: 16.598[s] Speed: 709.5[samples/s]
2024-04-29 17:46:27 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 1.211, Acc: 0.808, Base Lr: 1.59e-04
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2024-04-29 17:46:42 transreid.train INFO: Epoch 68 done. Time per epoch: 16.458[s] Speed: 711.6[samples/s]
2024-04-29 17:46:44 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 1.596, Acc: 0.709, Base Lr: 1.54e-04
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2024-04-29 17:46:59 transreid.train INFO: Epoch 69 done. Time per epoch: 17.102[s] Speed: 688.6[samples/s]
2024-04-29 17:47:01 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 1.416, Acc: 0.775, Base Lr: 1.49e-04
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2024-04-29 17:47:16 transreid.train INFO: Epoch 70 done. Time per epoch: 16.647[s] Speed: 703.6[samples/s]
2024-04-29 17:47:17 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 1.197, Acc: 0.820, Base Lr: 1.44e-04
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2024-04-29 17:47:32 transreid.train INFO: Epoch 71 done. Time per epoch: 16.427[s] Speed: 716.9[samples/s]
2024-04-29 17:47:34 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 1.352, Acc: 0.788, Base Lr: 1.39e-04
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2024-04-29 17:47:48 transreid.train INFO: Epoch 72 done. Time per epoch: 16.407[s] Speed: 713.9[samples/s]
2024-04-29 17:47:50 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 1.492, Acc: 0.744, Base Lr: 1.34e-04
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2024-04-29 17:48:05 transreid.train INFO: Epoch 73 done. Time per epoch: 16.493[s] Speed: 710.1[samples/s]
2024-04-29 17:48:06 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 1.300, Acc: 0.770, Base Lr: 1.29e-04
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2024-04-29 17:48:21 transreid.train INFO: Epoch 74 done. Time per epoch: 16.545[s] Speed: 707.9[samples/s]
2024-04-29 17:48:23 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 1.217, Acc: 0.803, Base Lr: 1.24e-04
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2024-04-29 17:48:38 transreid.train INFO: Epoch 75 done. Time per epoch: 16.746[s] Speed: 699.4[samples/s]
2024-04-29 17:48:40 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 1.303, Acc: 0.788, Base Lr: 1.19e-04
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2024-04-29 17:48:55 transreid.train INFO: Epoch 76 done. Time per epoch: 16.721[s] Speed: 700.4[samples/s]
2024-04-29 17:48:56 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 1.142, Acc: 0.816, Base Lr: 1.14e-04
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2024-04-29 17:49:11 transreid.train INFO: Epoch 77 done. Time per epoch: 16.230[s] Speed: 721.6[samples/s]
2024-04-29 17:49:13 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 1.325, Acc: 0.791, Base Lr: 1.10e-04
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2024-04-29 17:49:28 transreid.train INFO: Epoch 78 done. Time per epoch: 16.428[s] Speed: 712.9[samples/s]
2024-04-29 17:49:29 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 1.186, Acc: 0.823, Base Lr: 1.05e-04
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2024-04-29 17:49:34 transreid.train INFO: Epoch[79] Iter[60/186] Loss: 0.991, Acc: 0.868, Base Lr: 1.05e-04
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2024-04-29 17:49:36 transreid.train INFO: Epoch[79] Iter[80/186] Loss: 0.945, Acc: 0.879, Base Lr: 1.05e-04
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2024-04-29 17:49:42 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.748, Acc: 0.917, Base Lr: 1.05e-04
2024-04-29 17:49:42 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.726, Acc: 0.921, Base Lr: 1.05e-04
2024-04-29 17:49:43 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.702, Acc: 0.925, Base Lr: 1.05e-04
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2024-04-29 17:49:44 transreid.train INFO: Epoch 79 done. Time per epoch: 16.869[s] Speed: 698.1[samples/s]
2024-04-29 17:49:46 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 1.106, Acc: 0.842, Base Lr: 1.01e-04
2024-04-29 17:49:47 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 1.076, Acc: 0.848, Base Lr: 1.01e-04
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2024-04-29 17:49:49 transreid.train INFO: Epoch[80] Iter[40/186] Loss: 1.035, Acc: 0.853, Base Lr: 1.01e-04
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2024-04-29 17:49:51 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.949, Acc: 0.876, Base Lr: 1.01e-04
2024-04-29 17:49:52 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.904, Acc: 0.886, Base Lr: 1.01e-04
2024-04-29 17:49:53 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.879, Acc: 0.891, Base Lr: 1.01e-04
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2024-04-29 17:49:59 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.714, Acc: 0.921, Base Lr: 1.01e-04
2024-04-29 17:50:00 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.690, Acc: 0.924, Base Lr: 1.01e-04
2024-04-29 17:50:01 transreid.train INFO: Epoch[80] Iter[180/186] Loss: 0.666, Acc: 0.928, Base Lr: 1.01e-04
2024-04-29 17:50:01 transreid.train INFO: Epoch 80 done. Time per epoch: 16.599[s] Speed: 705.6[samples/s]
2024-04-29 17:50:13 transreid.train INFO: Validation Results - Epoch: 80
2024-04-29 17:50:13 transreid.train INFO: mAP: 86.9%
2024-04-29 17:50:13 transreid.train INFO: CMC curve, Rank-1  :94.6%
2024-04-29 17:50:13 transreid.train INFO: CMC curve, Rank-5  :98.1%
2024-04-29 17:50:13 transreid.train INFO: CMC curve, Rank-10 :98.6%
2024-04-29 17:50:14 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 1.277, Acc: 0.791, Base Lr: 9.61e-05
2024-04-29 17:50:15 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 1.131, Acc: 0.824, Base Lr: 9.61e-05
2024-04-29 17:50:16 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 1.078, Acc: 0.839, Base Lr: 9.61e-05
2024-04-29 17:50:17 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 1.059, Acc: 0.843, Base Lr: 9.61e-05
2024-04-29 17:50:18 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 1.017, Acc: 0.854, Base Lr: 9.61e-05
2024-04-29 17:50:19 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.978, Acc: 0.862, Base Lr: 9.61e-05
2024-04-29 17:50:20 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.929, Acc: 0.873, Base Lr: 9.61e-05
2024-04-29 17:50:21 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.901, Acc: 0.876, Base Lr: 9.61e-05
2024-04-29 17:50:21 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.866, Acc: 0.885, Base Lr: 9.61e-05
2024-04-29 17:50:22 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.833, Acc: 0.891, Base Lr: 9.61e-05
2024-04-29 17:50:23 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.811, Acc: 0.896, Base Lr: 9.61e-05
2024-04-29 17:50:24 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.784, Acc: 0.902, Base Lr: 9.61e-05
2024-04-29 17:50:25 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.758, Acc: 0.907, Base Lr: 9.61e-05
2024-04-29 17:50:26 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.735, Acc: 0.911, Base Lr: 9.61e-05
2024-04-29 17:50:27 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.715, Acc: 0.915, Base Lr: 9.61e-05
2024-04-29 17:50:28 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.693, Acc: 0.919, Base Lr: 9.61e-05
2024-04-29 17:50:29 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.672, Acc: 0.923, Base Lr: 9.61e-05
2024-04-29 17:50:30 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.647, Acc: 0.927, Base Lr: 9.61e-05
2024-04-29 17:50:30 transreid.train INFO: Epoch 81 done. Time per epoch: 17.498[s] Speed: 676.7[samples/s]
2024-04-29 17:50:32 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 1.079, Acc: 0.855, Base Lr: 9.17e-05
2024-04-29 17:50:33 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 1.056, Acc: 0.848, Base Lr: 9.17e-05
2024-04-29 17:50:33 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 1.085, Acc: 0.842, Base Lr: 9.17e-05
2024-04-29 17:50:34 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 1.063, Acc: 0.846, Base Lr: 9.17e-05
2024-04-29 17:50:35 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 1.028, Acc: 0.854, Base Lr: 9.17e-05
2024-04-29 17:50:36 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.991, Acc: 0.862, Base Lr: 9.17e-05
2024-04-29 17:50:37 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.947, Acc: 0.872, Base Lr: 9.17e-05
2024-04-29 17:50:38 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.923, Acc: 0.876, Base Lr: 9.17e-05
2024-04-29 17:50:38 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.889, Acc: 0.884, Base Lr: 9.17e-05
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2024-04-29 17:50:40 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.833, Acc: 0.897, Base Lr: 9.17e-05
2024-04-29 17:50:41 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.804, Acc: 0.902, Base Lr: 9.17e-05
2024-04-29 17:50:42 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.775, Acc: 0.908, Base Lr: 9.17e-05
2024-04-29 17:50:43 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.752, Acc: 0.912, Base Lr: 9.17e-05
2024-04-29 17:50:44 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.724, Acc: 0.917, Base Lr: 9.17e-05
2024-04-29 17:50:44 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.701, Acc: 0.921, Base Lr: 9.17e-05
2024-04-29 17:50:45 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.674, Acc: 0.925, Base Lr: 9.17e-05
2024-04-29 17:50:46 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.651, Acc: 0.929, Base Lr: 9.17e-05
2024-04-29 17:50:46 transreid.train INFO: Epoch 82 done. Time per epoch: 16.384[s] Speed: 714.8[samples/s]
2024-04-29 17:50:48 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 1.211, Acc: 0.802, Base Lr: 8.73e-05
2024-04-29 17:50:49 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 1.106, Acc: 0.835, Base Lr: 8.73e-05
2024-04-29 17:50:50 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 1.081, Acc: 0.838, Base Lr: 8.73e-05
2024-04-29 17:50:51 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 1.072, Acc: 0.838, Base Lr: 8.73e-05
2024-04-29 17:50:52 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 1.014, Acc: 0.851, Base Lr: 8.73e-05
2024-04-29 17:50:52 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.964, Acc: 0.863, Base Lr: 8.73e-05
2024-04-29 17:50:53 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.925, Acc: 0.874, Base Lr: 8.73e-05
2024-04-29 17:50:54 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.898, Acc: 0.883, Base Lr: 8.73e-05
2024-04-29 17:50:55 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.885, Acc: 0.886, Base Lr: 8.73e-05
2024-04-29 17:50:56 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.857, Acc: 0.892, Base Lr: 8.73e-05
2024-04-29 17:50:57 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.824, Acc: 0.899, Base Lr: 8.73e-05
2024-04-29 17:50:58 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.805, Acc: 0.902, Base Lr: 8.73e-05
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2024-04-29 17:50:59 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.756, Acc: 0.911, Base Lr: 8.73e-05
2024-04-29 17:51:00 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.728, Acc: 0.917, Base Lr: 8.73e-05
2024-04-29 17:51:01 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.705, Acc: 0.921, Base Lr: 8.73e-05
2024-04-29 17:51:02 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.680, Acc: 0.925, Base Lr: 8.73e-05
2024-04-29 17:51:03 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.656, Acc: 0.928, Base Lr: 8.73e-05
2024-04-29 17:51:03 transreid.train INFO: Epoch 83 done. Time per epoch: 16.765[s] Speed: 702.4[samples/s]
2024-04-29 17:51:05 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 1.117, Acc: 0.830, Base Lr: 8.31e-05
2024-04-29 17:51:06 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 1.013, Acc: 0.849, Base Lr: 8.31e-05
2024-04-29 17:51:07 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 1.021, Acc: 0.844, Base Lr: 8.31e-05
2024-04-29 17:51:07 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 1.015, Acc: 0.847, Base Lr: 8.31e-05
2024-04-29 17:51:08 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.993, Acc: 0.856, Base Lr: 8.31e-05
2024-04-29 17:51:09 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.955, Acc: 0.865, Base Lr: 8.31e-05
2024-04-29 17:51:10 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.911, Acc: 0.875, Base Lr: 8.31e-05
2024-04-29 17:51:11 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.893, Acc: 0.880, Base Lr: 8.31e-05
2024-04-29 17:51:12 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.867, Acc: 0.885, Base Lr: 8.31e-05
2024-04-29 17:51:13 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.839, Acc: 0.892, Base Lr: 8.31e-05
2024-04-29 17:51:13 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.813, Acc: 0.897, Base Lr: 8.31e-05
2024-04-29 17:51:14 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.783, Acc: 0.903, Base Lr: 8.31e-05
2024-04-29 17:51:15 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.762, Acc: 0.906, Base Lr: 8.31e-05
2024-04-29 17:51:16 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.740, Acc: 0.911, Base Lr: 8.31e-05
2024-04-29 17:51:17 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.719, Acc: 0.914, Base Lr: 8.31e-05
2024-04-29 17:51:18 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.701, Acc: 0.919, Base Lr: 8.31e-05
2024-04-29 17:51:19 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.678, Acc: 0.922, Base Lr: 8.31e-05
2024-04-29 17:51:19 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.654, Acc: 0.926, Base Lr: 8.31e-05
2024-04-29 17:51:20 transreid.train INFO: Epoch 84 done. Time per epoch: 16.486[s] Speed: 710.4[samples/s]
2024-04-29 17:51:21 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 1.031, Acc: 0.842, Base Lr: 7.89e-05
2024-04-29 17:51:22 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.978, Acc: 0.855, Base Lr: 7.89e-05
2024-04-29 17:51:23 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.958, Acc: 0.865, Base Lr: 7.89e-05
2024-04-29 17:51:24 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 1.002, Acc: 0.852, Base Lr: 7.89e-05
2024-04-29 17:51:25 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.990, Acc: 0.857, Base Lr: 7.89e-05
2024-04-29 17:51:25 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.967, Acc: 0.864, Base Lr: 7.89e-05
2024-04-29 17:51:26 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.929, Acc: 0.875, Base Lr: 7.89e-05
2024-04-29 17:51:27 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.888, Acc: 0.884, Base Lr: 7.89e-05
2024-04-29 17:51:28 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.856, Acc: 0.891, Base Lr: 7.89e-05
2024-04-29 17:51:29 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.825, Acc: 0.898, Base Lr: 7.89e-05
2024-04-29 17:51:30 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.796, Acc: 0.904, Base Lr: 7.89e-05
2024-04-29 17:51:31 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.775, Acc: 0.908, Base Lr: 7.89e-05
2024-04-29 17:51:31 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.748, Acc: 0.913, Base Lr: 7.89e-05
2024-04-29 17:51:32 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.726, Acc: 0.918, Base Lr: 7.89e-05
2024-04-29 17:51:33 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.703, Acc: 0.922, Base Lr: 7.89e-05
2024-04-29 17:51:34 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.681, Acc: 0.925, Base Lr: 7.89e-05
2024-04-29 17:51:35 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.657, Acc: 0.929, Base Lr: 7.89e-05
2024-04-29 17:51:36 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.636, Acc: 0.932, Base Lr: 7.89e-05
2024-04-29 17:51:36 transreid.train INFO: Epoch 85 done. Time per epoch: 16.246[s] Speed: 720.9[samples/s]
2024-04-29 17:51:38 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 1.295, Acc: 0.791, Base Lr: 7.48e-05
2024-04-29 17:51:38 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 1.190, Acc: 0.819, Base Lr: 7.48e-05
2024-04-29 17:51:39 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 1.108, Acc: 0.834, Base Lr: 7.48e-05
2024-04-29 17:51:40 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 1.060, Acc: 0.842, Base Lr: 7.48e-05
2024-04-29 17:51:41 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 1.021, Acc: 0.848, Base Lr: 7.48e-05
2024-04-29 17:51:42 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.958, Acc: 0.864, Base Lr: 7.48e-05
2024-04-29 17:51:43 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.924, Acc: 0.873, Base Lr: 7.48e-05
2024-04-29 17:51:44 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.883, Acc: 0.883, Base Lr: 7.48e-05
2024-04-29 17:51:44 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.871, Acc: 0.884, Base Lr: 7.48e-05
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2024-04-29 17:51:47 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.767, Acc: 0.905, Base Lr: 7.48e-05
2024-04-29 17:51:48 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.743, Acc: 0.911, Base Lr: 7.48e-05
2024-04-29 17:51:49 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.720, Acc: 0.915, Base Lr: 7.48e-05
2024-04-29 17:51:49 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.700, Acc: 0.919, Base Lr: 7.48e-05
2024-04-29 17:51:50 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.677, Acc: 0.924, Base Lr: 7.48e-05
2024-04-29 17:51:51 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.655, Acc: 0.927, Base Lr: 7.48e-05
2024-04-29 17:51:52 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.633, Acc: 0.931, Base Lr: 7.48e-05
2024-04-29 17:51:52 transreid.train INFO: Epoch 86 done. Time per epoch: 16.260[s] Speed: 720.3[samples/s]
2024-04-29 17:51:54 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 1.125, Acc: 0.842, Base Lr: 7.08e-05
2024-04-29 17:51:55 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 1.045, Acc: 0.851, Base Lr: 7.08e-05
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2024-04-29 17:52:09 transreid.train INFO: Epoch 87 done. Time per epoch: 16.327[s] Speed: 717.4[samples/s]
2024-04-29 17:52:10 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 1.093, Acc: 0.841, Base Lr: 6.68e-05
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2024-04-29 17:52:25 transreid.train INFO: Epoch 88 done. Time per epoch: 16.317[s] Speed: 717.8[samples/s]
2024-04-29 17:52:27 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 1.174, Acc: 0.809, Base Lr: 6.30e-05
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2024-04-29 17:52:42 transreid.train INFO: Epoch 89 done. Time per epoch: 17.254[s] Speed: 682.5[samples/s]
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2024-04-29 17:52:59 transreid.train INFO: Epoch 90 done. Time per epoch: 17.127[s] Speed: 683.8[samples/s]
2024-04-29 17:53:01 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 1.251, Acc: 0.792, Base Lr: 5.56e-05
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2024-04-29 17:53:16 transreid.train INFO: Epoch 91 done. Time per epoch: 16.383[s] Speed: 714.9[samples/s]
2024-04-29 17:53:17 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 1.232, Acc: 0.822, Base Lr: 5.21e-05
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2024-04-29 17:53:32 transreid.train INFO: Epoch 92 done. Time per epoch: 16.582[s] Speed: 706.3[samples/s]
2024-04-29 17:53:34 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 1.011, Acc: 0.853, Base Lr: 4.86e-05
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2024-04-29 17:53:48 transreid.train INFO: Epoch 93 done. Time per epoch: 16.295[s] Speed: 718.8[samples/s]
2024-04-29 17:53:50 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.997, Acc: 0.844, Base Lr: 4.53e-05
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2024-04-29 17:54:05 transreid.train INFO: Epoch 94 done. Time per epoch: 16.965[s] Speed: 690.4[samples/s]
2024-04-29 17:54:07 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 1.133, Acc: 0.814, Base Lr: 4.20e-05
2024-04-29 17:54:08 transreid.train INFO: Epoch[95] Iter[20/186] Loss: 1.077, Acc: 0.833, Base Lr: 4.20e-05
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2024-04-29 17:54:23 transreid.train INFO: Epoch 95 done. Time per epoch: 17.443[s] Speed: 675.1[samples/s]
2024-04-29 17:54:25 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 1.186, Acc: 0.811, Base Lr: 3.89e-05
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2024-04-29 17:54:40 transreid.train INFO: Epoch 96 done. Time per epoch: 17.282[s] Speed: 677.7[samples/s]
2024-04-29 17:54:42 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 1.123, Acc: 0.823, Base Lr: 3.59e-05
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2024-04-29 17:54:58 transreid.train INFO: Epoch 97 done. Time per epoch: 17.384[s] Speed: 677.4[samples/s]
2024-04-29 17:54:59 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 1.052, Acc: 0.822, Base Lr: 3.30e-05
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2024-04-29 17:55:15 transreid.train INFO: Epoch 98 done. Time per epoch: 17.312[s] Speed: 680.2[samples/s]
2024-04-29 17:55:16 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.901, Acc: 0.863, Base Lr: 3.02e-05
2024-04-29 17:55:17 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.989, Acc: 0.841, Base Lr: 3.02e-05
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2024-04-29 17:55:21 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.888, Acc: 0.871, Base Lr: 3.02e-05
2024-04-29 17:55:22 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.865, Acc: 0.879, Base Lr: 3.02e-05
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2024-04-29 17:55:29 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.652, Acc: 0.924, Base Lr: 3.02e-05
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2024-04-29 17:55:32 transreid.train INFO: Epoch 99 done. Time per epoch: 16.971[s] Speed: 693.9[samples/s]
2024-04-29 17:55:34 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 1.047, Acc: 0.839, Base Lr: 2.75e-05
2024-04-29 17:55:35 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 1.016, Acc: 0.851, Base Lr: 2.75e-05
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2024-04-29 17:55:49 transreid.train INFO: Epoch 100 done. Time per epoch: 17.445[s] Speed: 675.0[samples/s]
2024-04-29 17:56:00 transreid.train INFO: Validation Results - Epoch: 100
2024-04-29 17:56:00 transreid.train INFO: mAP: 87.5%
2024-04-29 17:56:00 transreid.train INFO: CMC curve, Rank-1  :94.8%
2024-04-29 17:56:00 transreid.train INFO: CMC curve, Rank-5  :98.3%
2024-04-29 17:56:00 transreid.train INFO: CMC curve, Rank-10 :98.7%
2024-04-29 17:56:02 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 1.032, Acc: 0.823, Base Lr: 2.50e-05
2024-04-29 17:56:03 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 1.118, Acc: 0.810, Base Lr: 2.50e-05
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2024-04-29 17:56:16 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.634, Acc: 0.929, Base Lr: 2.50e-05
2024-04-29 17:56:16 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.614, Acc: 0.932, Base Lr: 2.50e-05
2024-04-29 17:56:17 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.593, Acc: 0.935, Base Lr: 2.50e-05
2024-04-29 17:56:18 transreid.train INFO: Epoch 101 done. Time per epoch: 17.116[s] Speed: 684.3[samples/s]
2024-04-29 17:56:19 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.972, Acc: 0.839, Base Lr: 2.26e-05
2024-04-29 17:56:20 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.911, Acc: 0.861, Base Lr: 2.26e-05
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2024-04-29 17:56:31 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.658, Acc: 0.922, Base Lr: 2.26e-05
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2024-04-29 17:56:33 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.617, Acc: 0.930, Base Lr: 2.26e-05
2024-04-29 17:56:34 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.595, Acc: 0.934, Base Lr: 2.26e-05
2024-04-29 17:56:34 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.573, Acc: 0.937, Base Lr: 2.26e-05
2024-04-29 17:56:35 transreid.train INFO: Epoch 102 done. Time per epoch: 17.215[s] Speed: 680.3[samples/s]
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2024-04-29 17:56:52 transreid.train INFO: Epoch 103 done. Time per epoch: 17.562[s] Speed: 670.5[samples/s]
2024-04-29 17:56:54 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 1.207, Acc: 0.786, Base Lr: 1.81e-05
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2024-04-29 17:57:10 transreid.train INFO: Epoch 104 done. Time per epoch: 17.194[s] Speed: 684.9[samples/s]
2024-04-29 17:57:11 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 1.215, Acc: 0.794, Base Lr: 1.60e-05
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2024-04-29 17:57:27 transreid.train INFO: Epoch 105 done. Time per epoch: 17.328[s] Speed: 675.9[samples/s]
2024-04-29 17:57:29 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.837, Acc: 0.895, Base Lr: 1.41e-05
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2024-04-29 17:57:44 transreid.train INFO: Epoch 106 done. Time per epoch: 17.471[s] Speed: 674.0[samples/s]
2024-04-29 17:57:46 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 1.038, Acc: 0.828, Base Lr: 1.22e-05
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2024-04-29 17:58:02 transreid.train INFO: Epoch 107 done. Time per epoch: 17.516[s] Speed: 672.3[samples/s]
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2024-04-29 17:58:19 transreid.train INFO: Epoch 108 done. Time per epoch: 16.917[s] Speed: 696.1[samples/s]
2024-04-29 17:58:21 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 1.137, Acc: 0.827, Base Lr: 9.02e-06
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2024-04-29 17:58:36 transreid.train INFO: Epoch 109 done. Time per epoch: 17.314[s] Speed: 680.2[samples/s]
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2024-04-29 17:58:53 transreid.train INFO: Epoch 110 done. Time per epoch: 17.006[s] Speed: 688.7[samples/s]
2024-04-29 17:58:55 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 1.213, Acc: 0.798, Base Lr: 6.31e-06
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2024-04-29 17:59:10 transreid.train INFO: Epoch 111 done. Time per epoch: 17.273[s] Speed: 681.7[samples/s]
2024-04-29 17:59:12 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.963, Acc: 0.852, Base Lr: 5.16e-06
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2024-04-29 17:59:27 transreid.train INFO: Epoch 112 done. Time per epoch: 17.072[s] Speed: 689.8[samples/s]
2024-04-29 17:59:29 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 1.247, Acc: 0.780, Base Lr: 4.14e-06
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2024-04-29 17:59:45 transreid.train INFO: Epoch 113 done. Time per epoch: 17.173[s] Speed: 682.0[samples/s]
2024-04-29 17:59:46 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 1.309, Acc: 0.770, Base Lr: 3.26e-06
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2024-04-29 18:00:02 transreid.train INFO: Epoch 114 done. Time per epoch: 17.038[s] Speed: 691.2[samples/s]
2024-04-29 18:00:03 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 1.064, Acc: 0.823, Base Lr: 2.51e-06
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2024-04-29 18:00:18 transreid.train INFO: Epoch 115 done. Time per epoch: 16.734[s] Speed: 699.9[samples/s]
2024-04-29 18:00:20 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 1.077, Acc: 0.827, Base Lr: 1.89e-06
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2024-04-29 18:00:35 transreid.train INFO: Epoch 116 done. Time per epoch: 16.813[s] Speed: 700.4[samples/s]
2024-04-29 18:00:37 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 1.106, Acc: 0.811, Base Lr: 1.42e-06
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2024-04-29 18:00:52 transreid.train INFO: Epoch 117 done. Time per epoch: 16.939[s] Speed: 695.2[samples/s]
2024-04-29 18:00:54 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 1.163, Acc: 0.788, Base Lr: 1.07e-06
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2024-04-29 18:01:07 transreid.train INFO: Epoch[118] Iter[160/186] Loss: 0.625, Acc: 0.929, Base Lr: 1.07e-06
2024-04-29 18:01:08 transreid.train INFO: Epoch[118] Iter[170/186] Loss: 0.605, Acc: 0.933, Base Lr: 1.07e-06
2024-04-29 18:01:09 transreid.train INFO: Epoch[118] Iter[180/186] Loss: 0.586, Acc: 0.936, Base Lr: 1.07e-06
2024-04-29 18:01:09 transreid.train INFO: Epoch 118 done. Time per epoch: 16.981[s] Speed: 693.5[samples/s]
2024-04-29 18:01:11 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 1.071, Acc: 0.831, Base Lr: 8.68e-07
2024-04-29 18:01:12 transreid.train INFO: Epoch[119] Iter[20/186] Loss: 0.969, Acc: 0.851, Base Lr: 8.68e-07
2024-04-29 18:01:13 transreid.train INFO: Epoch[119] Iter[30/186] Loss: 0.920, Acc: 0.857, Base Lr: 8.68e-07
2024-04-29 18:01:14 transreid.train INFO: Epoch[119] Iter[40/186] Loss: 0.892, Acc: 0.866, Base Lr: 8.68e-07
2024-04-29 18:01:14 transreid.train INFO: Epoch[119] Iter[50/186] Loss: 0.862, Acc: 0.876, Base Lr: 8.68e-07
2024-04-29 18:01:15 transreid.train INFO: Epoch[119] Iter[60/186] Loss: 0.829, Acc: 0.885, Base Lr: 8.68e-07
2024-04-29 18:01:16 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.803, Acc: 0.893, Base Lr: 8.68e-07
2024-04-29 18:01:17 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.772, Acc: 0.898, Base Lr: 8.68e-07
2024-04-29 18:01:18 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.750, Acc: 0.902, Base Lr: 8.68e-07
2024-04-29 18:01:19 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.736, Acc: 0.908, Base Lr: 8.68e-07
2024-04-29 18:01:20 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.715, Acc: 0.912, Base Lr: 8.68e-07
2024-04-29 18:01:21 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.693, Acc: 0.917, Base Lr: 8.68e-07
2024-04-29 18:01:21 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.667, Acc: 0.922, Base Lr: 8.68e-07
2024-04-29 18:01:22 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.648, Acc: 0.925, Base Lr: 8.68e-07
2024-04-29 18:01:23 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.628, Acc: 0.929, Base Lr: 8.68e-07
2024-04-29 18:01:24 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.607, Acc: 0.933, Base Lr: 8.68e-07
2024-04-29 18:01:25 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.585, Acc: 0.937, Base Lr: 8.68e-07
2024-04-29 18:01:26 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.564, Acc: 0.940, Base Lr: 8.68e-07
2024-04-29 18:01:26 transreid.train INFO: Epoch 119 done. Time per epoch: 16.920[s] Speed: 696.0[samples/s]
2024-04-29 18:01:28 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.988, Acc: 0.841, Base Lr: 8.00e-07
2024-04-29 18:01:29 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.962, Acc: 0.858, Base Lr: 8.00e-07
2024-04-29 18:01:30 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.922, Acc: 0.867, Base Lr: 8.00e-07
2024-04-29 18:01:31 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.923, Acc: 0.863, Base Lr: 8.00e-07
2024-04-29 18:01:31 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.878, Acc: 0.873, Base Lr: 8.00e-07
2024-04-29 18:01:32 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.858, Acc: 0.879, Base Lr: 8.00e-07
2024-04-29 18:01:33 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.820, Acc: 0.887, Base Lr: 8.00e-07
2024-04-29 18:01:34 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.788, Acc: 0.894, Base Lr: 8.00e-07
2024-04-29 18:01:35 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.754, Acc: 0.902, Base Lr: 8.00e-07
2024-04-29 18:01:36 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.739, Acc: 0.906, Base Lr: 8.00e-07
2024-04-29 18:01:37 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.721, Acc: 0.910, Base Lr: 8.00e-07
2024-04-29 18:01:38 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.695, Acc: 0.916, Base Lr: 8.00e-07
2024-04-29 18:01:38 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.668, Acc: 0.920, Base Lr: 8.00e-07
2024-04-29 18:01:39 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.649, Acc: 0.924, Base Lr: 8.00e-07
2024-04-29 18:01:40 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.628, Acc: 0.928, Base Lr: 8.00e-07
2024-04-29 18:01:41 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.609, Acc: 0.931, Base Lr: 8.00e-07
2024-04-29 18:01:42 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.587, Acc: 0.935, Base Lr: 8.00e-07
2024-04-29 18:01:43 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.568, Acc: 0.938, Base Lr: 8.00e-07
2024-04-29 18:01:43 transreid.train INFO: Epoch 120 done. Time per epoch: 17.154[s] Speed: 686.5[samples/s]
2024-04-29 18:01:54 transreid.train INFO: Validation Results - Epoch: 120
2024-04-29 18:01:54 transreid.train INFO: mAP: 87.7%
2024-04-29 18:01:54 transreid.train INFO: CMC curve, Rank-1  :95.1%
2024-04-29 18:01:54 transreid.train INFO: CMC curve, Rank-5  :98.3%
2024-04-29 18:01:54 transreid.train INFO: CMC curve, Rank-10 :98.8%
