2024-04-29 18:27:43 transreid INFO: Saving model in the path :log/transreid/market/RepViT_m2_3_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-29 18:27:43 transreid INFO: Loaded configuration file configs/market/repvit_m2_3.yml
2024-04-29 18:27:43 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: data/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 2
  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: repvit_m2_3
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/repvit_m2_3_distill_300e.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/transreid/market/RepViT_m2_3_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  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 18:27:43 transreid.check INFO: Dataset statistics:
2024-04-29 18:27:43 transreid.check INFO:   ----------------------------------------
2024-04-29 18:27:43 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-29 18:27:43 transreid.check INFO:   ----------------------------------------
2024-04-29 18:27:43 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-29 18:27:43 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-29 18:27:43 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-29 18:27:43 transreid.check INFO:   ----------------------------------------
2024-04-29 18:27:45 transreid INFO: ===========using cosine learning rate=======
2024-04-29 18:27:45 transreid.train INFO: start training
2024-04-29 18:27:56 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 9.315, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:03 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 9.365, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 18:28:10 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 9.336, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 18:28:17 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 9.337, Acc: 0.000, Base Lr: 4.76e-04
2024-04-29 18:28:24 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 9.341, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 18:28:31 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 9.324, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:37 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 9.303, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:44 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 9.294, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:51 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 9.277, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 18:28:58 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 9.279, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 18:29:05 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 9.278, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 18:29:12 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 9.272, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 18:29:19 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 9.267, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 18:29:26 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 9.256, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 18:29:34 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 9.249, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 18:29:41 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 9.245, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 18:29:48 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 9.245, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 18:29:55 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 9.243, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 18:29:57 transreid.train INFO: Epoch 1 done. Time per epoch: 131.724[s] Speed: 88.9[samples/s]
2024-04-29 18:30:05 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 9.080, Acc: 0.005, Base Lr: 8.72e-04
2024-04-29 18:30:12 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 9.114, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:30:19 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 9.111, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:30:26 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 9.115, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:30:33 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 9.102, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:30:40 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 9.084, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:30:47 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 9.059, Acc: 0.001, Base Lr: 8.72e-04
2024-04-29 18:30:54 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 9.037, Acc: 0.001, Base Lr: 8.72e-04
2024-04-29 18:31:01 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 9.023, Acc: 0.001, Base Lr: 8.72e-04
2024-04-29 18:31:08 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 9.008, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:31:16 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 9.004, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:31:23 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 8.995, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:31:30 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 8.989, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:31:37 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 8.981, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:31:44 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 8.971, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:31:51 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 8.959, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:31:58 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 8.953, Acc: 0.003, Base Lr: 8.72e-04
2024-04-29 18:32:05 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 8.944, Acc: 0.003, Base Lr: 8.72e-04
2024-04-29 18:32:07 transreid.train INFO: Epoch 2 done. Time per epoch: 130.391[s] Speed: 89.8[samples/s]
2024-04-29 18:32:15 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 8.796, Acc: 0.003, Base Lr: 1.27e-03
2024-04-29 18:32:22 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 8.740, Acc: 0.004, Base Lr: 1.27e-03
2024-04-29 18:32:29 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 8.742, Acc: 0.005, Base Lr: 1.27e-03
2024-04-29 18:32:36 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 8.714, Acc: 0.004, Base Lr: 1.27e-03
2024-04-29 18:32:43 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 8.709, Acc: 0.004, Base Lr: 1.27e-03
2024-04-29 18:32:50 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 8.687, Acc: 0.004, Base Lr: 1.27e-03
2024-04-29 18:32:57 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 8.660, Acc: 0.004, Base Lr: 1.27e-03
2024-04-29 18:33:05 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 8.646, Acc: 0.005, Base Lr: 1.27e-03
2024-04-29 18:33:12 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 8.638, Acc: 0.006, Base Lr: 1.27e-03
2024-04-29 18:33:19 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 8.626, Acc: 0.006, Base Lr: 1.27e-03
2024-04-29 18:33:26 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 8.611, Acc: 0.005, Base Lr: 1.27e-03
2024-04-29 18:33:33 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 8.595, Acc: 0.006, Base Lr: 1.27e-03
2024-04-29 18:33:40 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 8.583, Acc: 0.006, Base Lr: 1.27e-03
2024-04-29 18:33:47 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 8.569, Acc: 0.006, Base Lr: 1.27e-03
2024-04-29 18:33:54 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 8.553, Acc: 0.006, Base Lr: 1.27e-03
2024-04-29 18:34:01 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 8.540, Acc: 0.006, Base Lr: 1.27e-03
2024-04-29 18:34:08 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 8.525, Acc: 0.007, Base Lr: 1.27e-03
2024-04-29 18:34:15 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 8.511, Acc: 0.009, Base Lr: 1.27e-03
2024-04-29 18:34:18 transreid.train INFO: Epoch 3 done. Time per epoch: 130.040[s] Speed: 90.1[samples/s]
2024-04-29 18:34:25 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 8.243, Acc: 0.009, Base Lr: 1.66e-03
2024-04-29 18:34:32 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 8.222, Acc: 0.008, Base Lr: 1.66e-03
2024-04-29 18:34:39 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 8.201, Acc: 0.006, Base Lr: 1.66e-03
2024-04-29 18:34:46 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 8.178, Acc: 0.007, Base Lr: 1.66e-03
2024-04-29 18:34:53 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 8.163, Acc: 0.006, Base Lr: 1.66e-03
2024-04-29 18:35:00 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 8.145, Acc: 0.008, Base Lr: 1.66e-03
2024-04-29 18:35:07 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 8.135, Acc: 0.008, Base Lr: 1.66e-03
2024-04-29 18:35:15 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 8.121, Acc: 0.008, Base Lr: 1.66e-03
2024-04-29 18:35:22 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 8.108, Acc: 0.008, Base Lr: 1.66e-03
2024-04-29 18:35:29 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 8.102, Acc: 0.008, Base Lr: 1.66e-03
2024-04-29 18:35:36 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 8.089, Acc: 0.008, Base Lr: 1.66e-03
2024-04-29 18:35:43 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 8.076, Acc: 0.009, Base Lr: 1.66e-03
2024-04-29 18:35:50 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 8.061, Acc: 0.010, Base Lr: 1.66e-03
2024-04-29 18:35:57 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 8.048, Acc: 0.011, Base Lr: 1.66e-03
2024-04-29 18:36:04 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 8.034, Acc: 0.012, Base Lr: 1.66e-03
2024-04-29 18:36:11 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 8.020, Acc: 0.015, Base Lr: 1.66e-03
2024-04-29 18:36:18 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 8.008, Acc: 0.015, Base Lr: 1.66e-03
2024-04-29 18:36:25 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 7.994, Acc: 0.016, Base Lr: 1.66e-03
2024-04-29 18:36:28 transreid.train INFO: Epoch 4 done. Time per epoch: 130.124[s] Speed: 90.0[samples/s]
2024-04-29 18:36:35 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 7.803, Acc: 0.002, Base Lr: 2.06e-03
2024-04-29 18:36:42 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 7.786, Acc: 0.004, Base Lr: 2.06e-03
2024-04-29 18:36:49 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 7.778, Acc: 0.005, Base Lr: 2.06e-03
2024-04-29 18:36:56 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 7.772, Acc: 0.005, Base Lr: 2.06e-03
2024-04-29 18:37:04 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 7.761, Acc: 0.006, Base Lr: 2.06e-03
2024-04-29 18:37:11 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 7.754, Acc: 0.006, Base Lr: 2.06e-03
2024-04-29 18:37:18 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 7.741, Acc: 0.007, Base Lr: 2.06e-03
2024-04-29 18:37:25 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 7.728, Acc: 0.008, Base Lr: 2.06e-03
2024-04-29 18:37:32 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 7.715, Acc: 0.009, Base Lr: 2.06e-03
2024-04-29 18:37:39 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 7.699, Acc: 0.012, Base Lr: 2.06e-03
2024-04-29 18:37:46 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 7.690, Acc: 0.012, Base Lr: 2.06e-03
2024-04-29 18:37:53 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 7.679, Acc: 0.013, Base Lr: 2.06e-03
2024-04-29 18:38:00 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 7.669, Acc: 0.013, Base Lr: 2.06e-03
2024-04-29 18:38:07 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 7.657, Acc: 0.015, Base Lr: 2.06e-03
2024-04-29 18:38:15 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 7.642, Acc: 0.016, Base Lr: 2.06e-03
2024-04-29 18:38:22 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 7.625, Acc: 0.018, Base Lr: 2.06e-03
2024-04-29 18:38:29 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 7.611, Acc: 0.019, Base Lr: 2.06e-03
2024-04-29 18:38:36 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 7.589, Acc: 0.023, Base Lr: 2.06e-03
2024-04-29 18:38:39 transreid.train INFO: Epoch 5 done. Time per epoch: 130.997[s] Speed: 89.9[samples/s]
2024-04-29 18:38:46 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 7.433, Acc: 0.008, Base Lr: 2.46e-03
2024-04-29 18:38:53 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 7.395, Acc: 0.021, Base Lr: 2.46e-03
2024-04-29 18:39:00 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 7.420, Acc: 0.016, Base Lr: 2.46e-03
2024-04-29 18:39:08 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 7.415, Acc: 0.014, Base Lr: 2.46e-03
2024-04-29 18:39:15 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 7.397, Acc: 0.015, Base Lr: 2.46e-03
2024-04-29 18:39:22 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 7.387, Acc: 0.015, Base Lr: 2.46e-03
2024-04-29 18:39:29 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 7.369, Acc: 0.014, Base Lr: 2.46e-03
2024-04-29 18:39:36 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 7.361, Acc: 0.015, Base Lr: 2.46e-03
2024-04-29 18:39:43 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 7.345, Acc: 0.014, Base Lr: 2.46e-03
2024-04-29 18:39:50 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 7.329, Acc: 0.015, Base Lr: 2.46e-03
2024-04-29 18:39:57 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 7.310, Acc: 0.018, Base Lr: 2.46e-03
2024-04-29 18:40:04 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 7.295, Acc: 0.020, Base Lr: 2.46e-03
2024-04-29 18:40:11 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 7.276, Acc: 0.020, Base Lr: 2.46e-03
2024-04-29 18:40:18 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 7.258, Acc: 0.020, Base Lr: 2.46e-03
2024-04-29 18:40:25 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 7.238, Acc: 0.022, Base Lr: 2.46e-03
2024-04-29 18:40:32 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 7.217, Acc: 0.024, Base Lr: 2.46e-03
2024-04-29 18:40:40 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 7.179, Acc: 0.028, Base Lr: 2.46e-03
2024-04-29 18:40:47 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 7.134, Acc: 0.034, Base Lr: 2.46e-03
2024-04-29 18:40:49 transreid.train INFO: Epoch 6 done. Time per epoch: 130.208[s] Speed: 89.9[samples/s]
2024-04-29 18:40:56 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 7.133, Acc: 0.000, Base Lr: 2.85e-03
2024-04-29 18:41:03 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 7.109, Acc: 0.010, Base Lr: 2.85e-03
2024-04-29 18:41:11 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 7.042, Acc: 0.021, Base Lr: 2.85e-03
2024-04-29 18:41:18 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 7.033, Acc: 0.020, Base Lr: 2.85e-03
2024-04-29 18:41:25 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 7.002, Acc: 0.020, Base Lr: 2.85e-03
2024-04-29 18:41:32 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 6.959, Acc: 0.026, Base Lr: 2.85e-03
2024-04-29 18:41:39 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 6.926, Acc: 0.028, Base Lr: 2.85e-03
2024-04-29 18:41:46 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 6.906, Acc: 0.028, Base Lr: 2.85e-03
2024-04-29 18:41:53 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 6.877, Acc: 0.028, Base Lr: 2.85e-03
2024-04-29 18:42:00 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 6.851, Acc: 0.030, Base Lr: 2.85e-03
2024-04-29 18:42:07 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 6.835, Acc: 0.030, Base Lr: 2.85e-03
2024-04-29 18:42:14 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 6.817, Acc: 0.032, Base Lr: 2.85e-03
2024-04-29 18:42:21 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 6.788, Acc: 0.034, Base Lr: 2.85e-03
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2024-04-29 18:42:59 transreid.train INFO: Epoch 7 done. Time per epoch: 129.807[s] Speed: 90.2[samples/s]
2024-04-29 18:43:06 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 6.623, Acc: 0.030, Base Lr: 3.25e-03
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2024-04-29 18:45:08 transreid.train INFO: Epoch 8 done. Time per epoch: 129.665[s] Speed: 90.3[samples/s]
2024-04-29 18:45:16 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 6.232, Acc: 0.070, Base Lr: 3.64e-03
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2024-04-29 18:47:18 transreid.train INFO: Epoch 9 done. Time per epoch: 130.162[s] Speed: 90.5[samples/s]
2024-04-29 18:47:26 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 5.689, Acc: 0.100, Base Lr: 4.04e-03
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2024-04-29 18:49:28 transreid.train INFO: Epoch 10 done. Time per epoch: 129.306[s] Speed: 90.6[samples/s]
2024-04-29 18:49:35 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 5.139, Acc: 0.166, Base Lr: 4.44e-03
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2024-04-29 18:51:37 transreid.train INFO: Epoch 11 done. Time per epoch: 129.673[s] Speed: 90.3[samples/s]
2024-04-29 18:51:45 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 4.678, Acc: 0.223, Base Lr: 4.83e-03
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2024-04-29 18:53:47 transreid.train INFO: Epoch 12 done. Time per epoch: 129.406[s] Speed: 90.5[samples/s]
2024-04-29 18:53:54 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 4.478, Acc: 0.220, Base Lr: 5.23e-03
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2024-04-29 18:55:57 transreid.train INFO: Epoch 13 done. Time per epoch: 129.689[s] Speed: 90.3[samples/s]
2024-04-29 18:56:04 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 3.707, Acc: 0.353, Base Lr: 5.62e-03
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2024-04-29 18:58:07 transreid.train INFO: Epoch 14 done. Time per epoch: 130.255[s] Speed: 90.4[samples/s]
2024-04-29 18:58:14 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 3.122, Acc: 0.403, Base Lr: 6.02e-03
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2024-04-29 19:00:16 transreid.train INFO: Epoch 15 done. Time per epoch: 129.364[s] Speed: 90.5[samples/s]
2024-04-29 19:00:24 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 2.777, Acc: 0.502, Base Lr: 6.42e-03
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2024-04-29 19:02:27 transreid.train INFO: Epoch 16 done. Time per epoch: 131.228[s] Speed: 89.2[samples/s]
2024-04-29 19:02:35 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 2.182, Acc: 0.616, Base Lr: 6.81e-03
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2024-04-29 19:04:37 transreid.train INFO: Epoch 17 done. Time per epoch: 129.783[s] Speed: 90.2[samples/s]
2024-04-29 19:04:45 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 1.943, Acc: 0.695, Base Lr: 7.21e-03
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2024-04-29 19:06:48 transreid.train INFO: Epoch 18 done. Time per epoch: 130.514[s] Speed: 89.7[samples/s]
2024-04-29 19:06:55 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 1.717, Acc: 0.695, Base Lr: 7.60e-03
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2024-04-29 19:08:58 transreid.train INFO: Epoch 19 done. Time per epoch: 130.532[s] Speed: 90.2[samples/s]
2024-04-29 19:09:06 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 1.452, Acc: 0.777, Base Lr: 7.47e-03
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2024-04-29 19:11:09 transreid.train INFO: Epoch 20 done. Time per epoch: 130.553[s] Speed: 89.7[samples/s]
2024-04-29 19:11:59 transreid.train INFO: Validation Results - Epoch: 20
2024-04-29 19:11:59 transreid.train INFO: mAP: 52.1%
2024-04-29 19:11:59 transreid.train INFO: CMC curve, Rank-1  :75.0%
2024-04-29 19:11:59 transreid.train INFO: CMC curve, Rank-5  :89.1%
2024-04-29 19:11:59 transreid.train INFO: CMC curve, Rank-10 :93.0%
2024-04-29 19:12:07 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 1.325, Acc: 0.806, Base Lr: 7.41e-03
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2024-04-29 19:14:06 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.964, Acc: 0.889, Base Lr: 7.41e-03
2024-04-29 19:14:09 transreid.train INFO: Epoch 21 done. Time per epoch: 130.043[s] Speed: 90.6[samples/s]
2024-04-29 19:14:16 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 1.228, Acc: 0.822, Base Lr: 7.36e-03
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2024-04-29 19:16:02 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.880, Acc: 0.897, Base Lr: 7.36e-03
2024-04-29 19:16:09 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.871, Acc: 0.899, Base Lr: 7.36e-03
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2024-04-29 19:16:18 transreid.train INFO: Epoch 22 done. Time per epoch: 129.307[s] Speed: 90.6[samples/s]
2024-04-29 19:16:26 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 1.087, Acc: 0.850, Base Lr: 7.30e-03
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2024-04-29 19:18:28 transreid.train INFO: Epoch 23 done. Time per epoch: 129.320[s] Speed: 90.6[samples/s]
2024-04-29 19:18:35 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.786, Acc: 0.902, Base Lr: 7.24e-03
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2024-04-29 19:20:38 transreid.train INFO: Epoch 24 done. Time per epoch: 130.720[s] Speed: 90.1[samples/s]
2024-04-29 19:20:46 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.765, Acc: 0.911, Base Lr: 7.18e-03
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2024-04-29 19:22:49 transreid.train INFO: Epoch 25 done. Time per epoch: 130.511[s] Speed: 89.7[samples/s]
2024-04-29 19:22:56 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.715, Acc: 0.900, Base Lr: 7.11e-03
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2024-04-29 19:24:59 transreid.train INFO: Epoch 26 done. Time per epoch: 130.108[s] Speed: 90.0[samples/s]
2024-04-29 19:25:06 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.673, Acc: 0.913, Base Lr: 7.04e-03
2024-04-29 19:25:13 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.615, Acc: 0.920, Base Lr: 7.04e-03
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2024-04-29 19:27:09 transreid.train INFO: Epoch 27 done. Time per epoch: 130.314[s] Speed: 89.9[samples/s]
2024-04-29 19:27:17 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.506, Acc: 0.948, Base Lr: 6.97e-03
2024-04-29 19:27:24 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.505, Acc: 0.949, Base Lr: 6.97e-03
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2024-04-29 19:29:19 transreid.train INFO: Epoch 28 done. Time per epoch: 130.016[s] Speed: 90.1[samples/s]
2024-04-29 19:29:27 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.590, Acc: 0.914, Base Lr: 6.90e-03
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2024-04-29 19:31:06 transreid.train INFO: Epoch[29] Iter[150/186] Loss: 0.483, Acc: 0.954, Base Lr: 6.90e-03
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2024-04-29 19:31:29 transreid.train INFO: Epoch 29 done. Time per epoch: 130.097[s] Speed: 90.0[samples/s]
2024-04-29 19:31:37 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.527, Acc: 0.952, Base Lr: 6.83e-03
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2024-04-29 19:33:41 transreid.train INFO: Epoch 30 done. Time per epoch: 131.271[s] Speed: 89.7[samples/s]
2024-04-29 19:33:48 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.480, Acc: 0.952, Base Lr: 6.76e-03
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2024-04-29 19:34:59 transreid.train INFO: Epoch[31] Iter[110/186] Loss: 0.445, Acc: 0.962, Base Lr: 6.76e-03
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2024-04-29 19:35:50 transreid.train INFO: Epoch 31 done. Time per epoch: 129.781[s] Speed: 89.8[samples/s]
2024-04-29 19:35:58 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.520, Acc: 0.938, Base Lr: 6.68e-03
2024-04-29 19:36:05 transreid.train INFO: Epoch[32] Iter[20/186] Loss: 0.535, Acc: 0.945, Base Lr: 6.68e-03
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2024-04-29 19:38:01 transreid.train INFO: Epoch 32 done. Time per epoch: 131.022[s] Speed: 89.4[samples/s]
2024-04-29 19:38:09 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.426, Acc: 0.958, Base Lr: 6.60e-03
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2024-04-29 19:40:03 transreid.train INFO: Epoch[33] Iter[170/186] Loss: 0.346, Acc: 0.972, Base Lr: 6.60e-03
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2024-04-29 19:40:13 transreid.train INFO: Epoch 33 done. Time per epoch: 131.170[s] Speed: 89.8[samples/s]
2024-04-29 19:40:20 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.356, Acc: 0.967, Base Lr: 6.52e-03
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2024-04-29 19:41:03 transreid.train INFO: Epoch[34] Iter[70/186] Loss: 0.357, Acc: 0.969, Base Lr: 6.52e-03
2024-04-29 19:41:10 transreid.train INFO: Epoch[34] Iter[80/186] Loss: 0.354, Acc: 0.970, Base Lr: 6.52e-03
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2024-04-29 19:42:00 transreid.train INFO: Epoch[34] Iter[150/186] Loss: 0.335, Acc: 0.974, Base Lr: 6.52e-03
2024-04-29 19:42:07 transreid.train INFO: Epoch[34] Iter[160/186] Loss: 0.330, Acc: 0.975, Base Lr: 6.52e-03
2024-04-29 19:42:14 transreid.train INFO: Epoch[34] Iter[170/186] Loss: 0.328, Acc: 0.975, Base Lr: 6.52e-03
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2024-04-29 19:42:24 transreid.train INFO: Epoch 34 done. Time per epoch: 131.768[s] Speed: 89.4[samples/s]
2024-04-29 19:42:32 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.388, Acc: 0.953, Base Lr: 6.44e-03
2024-04-29 19:42:39 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.368, Acc: 0.960, Base Lr: 6.44e-03
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2024-04-29 19:43:00 transreid.train INFO: Epoch[35] Iter[50/186] Loss: 0.356, Acc: 0.962, Base Lr: 6.44e-03
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2024-04-29 19:44:11 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.325, Acc: 0.972, Base Lr: 6.44e-03
2024-04-29 19:44:18 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.320, Acc: 0.972, Base Lr: 6.44e-03
2024-04-29 19:44:25 transreid.train INFO: Epoch[35] Iter[170/186] Loss: 0.316, Acc: 0.973, Base Lr: 6.44e-03
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2024-04-29 19:44:36 transreid.train INFO: Epoch 35 done. Time per epoch: 131.197[s] Speed: 89.8[samples/s]
2024-04-29 19:44:43 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.290, Acc: 0.977, Base Lr: 6.35e-03
2024-04-29 19:44:50 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.330, Acc: 0.973, Base Lr: 6.35e-03
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2024-04-29 19:45:12 transreid.train INFO: Epoch[36] Iter[50/186] Loss: 0.311, Acc: 0.973, Base Lr: 6.35e-03
2024-04-29 19:45:19 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.310, Acc: 0.971, Base Lr: 6.35e-03
2024-04-29 19:45:26 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 0.313, Acc: 0.971, Base Lr: 6.35e-03
2024-04-29 19:45:33 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.317, Acc: 0.969, Base Lr: 6.35e-03
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2024-04-29 19:46:30 transreid.train INFO: Epoch[36] Iter[160/186] Loss: 0.309, Acc: 0.972, Base Lr: 6.35e-03
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2024-04-29 19:46:47 transreid.train INFO: Epoch 36 done. Time per epoch: 131.355[s] Speed: 89.7[samples/s]
2024-04-29 19:46:54 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.384, Acc: 0.961, Base Lr: 6.27e-03
2024-04-29 19:47:01 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 0.331, Acc: 0.969, Base Lr: 6.27e-03
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2024-04-29 19:47:23 transreid.train INFO: Epoch[37] Iter[50/186] Loss: 0.314, Acc: 0.970, Base Lr: 6.27e-03
2024-04-29 19:47:30 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 0.303, Acc: 0.972, Base Lr: 6.27e-03
2024-04-29 19:47:37 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.292, Acc: 0.974, Base Lr: 6.27e-03
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2024-04-29 19:48:58 transreid.train INFO: Epoch 37 done. Time per epoch: 130.843[s] Speed: 90.0[samples/s]
2024-04-29 19:49:05 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.284, Acc: 0.988, Base Lr: 6.18e-03
2024-04-29 19:49:12 transreid.train INFO: Epoch[38] Iter[20/186] Loss: 0.272, Acc: 0.988, Base Lr: 6.18e-03
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2024-04-29 19:50:52 transreid.train INFO: Epoch[38] Iter[160/186] Loss: 0.279, Acc: 0.979, Base Lr: 6.18e-03
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2024-04-29 19:51:08 transreid.train INFO: Epoch 38 done. Time per epoch: 130.709[s] Speed: 89.6[samples/s]
2024-04-29 19:51:16 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.281, Acc: 0.981, Base Lr: 6.09e-03
2024-04-29 19:51:23 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.268, Acc: 0.984, Base Lr: 6.09e-03
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2024-04-29 19:51:59 transreid.train INFO: Epoch[39] Iter[70/186] Loss: 0.269, Acc: 0.980, Base Lr: 6.09e-03
2024-04-29 19:52:06 transreid.train INFO: Epoch[39] Iter[80/186] Loss: 0.279, Acc: 0.979, Base Lr: 6.09e-03
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2024-04-29 19:52:27 transreid.train INFO: Epoch[39] Iter[110/186] Loss: 0.277, Acc: 0.979, Base Lr: 6.09e-03
2024-04-29 19:52:34 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.271, Acc: 0.979, Base Lr: 6.09e-03
2024-04-29 19:52:41 transreid.train INFO: Epoch[39] Iter[130/186] Loss: 0.266, Acc: 0.979, Base Lr: 6.09e-03
2024-04-29 19:52:49 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.265, Acc: 0.979, Base Lr: 6.09e-03
2024-04-29 19:52:56 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.265, Acc: 0.978, Base Lr: 6.09e-03
2024-04-29 19:53:03 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.261, Acc: 0.979, Base Lr: 6.09e-03
2024-04-29 19:53:10 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.255, Acc: 0.979, Base Lr: 6.09e-03
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2024-04-29 19:53:19 transreid.train INFO: Epoch 39 done. Time per epoch: 130.534[s] Speed: 89.7[samples/s]
2024-04-29 19:53:27 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.319, Acc: 0.978, Base Lr: 6.00e-03
2024-04-29 19:53:34 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.310, Acc: 0.977, Base Lr: 6.00e-03
2024-04-29 19:53:41 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.309, Acc: 0.974, Base Lr: 6.00e-03
2024-04-29 19:53:48 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.299, Acc: 0.977, Base Lr: 6.00e-03
2024-04-29 19:53:55 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.294, Acc: 0.978, Base Lr: 6.00e-03
2024-04-29 19:54:02 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.295, Acc: 0.977, Base Lr: 6.00e-03
2024-04-29 19:54:09 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.288, Acc: 0.977, Base Lr: 6.00e-03
2024-04-29 19:54:16 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.281, Acc: 0.979, Base Lr: 6.00e-03
2024-04-29 19:54:23 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.279, Acc: 0.978, Base Lr: 6.00e-03
2024-04-29 19:54:31 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.272, Acc: 0.979, Base Lr: 6.00e-03
2024-04-29 19:54:38 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.276, Acc: 0.977, Base Lr: 6.00e-03
2024-04-29 19:54:45 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.270, Acc: 0.978, Base Lr: 6.00e-03
2024-04-29 19:54:52 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.268, Acc: 0.978, Base Lr: 6.00e-03
2024-04-29 19:54:59 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.264, Acc: 0.979, Base Lr: 6.00e-03
2024-04-29 19:55:06 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.264, Acc: 0.979, Base Lr: 6.00e-03
2024-04-29 19:55:13 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.258, Acc: 0.980, Base Lr: 6.00e-03
2024-04-29 19:55:20 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.258, Acc: 0.980, Base Lr: 6.00e-03
2024-04-29 19:55:27 transreid.train INFO: Epoch[40] Iter[180/186] Loss: 0.253, Acc: 0.980, Base Lr: 6.00e-03
2024-04-29 19:55:29 transreid.train INFO: Epoch 40 done. Time per epoch: 130.420[s] Speed: 89.8[samples/s]
2024-04-29 19:56:17 transreid.train INFO: Validation Results - Epoch: 40
2024-04-29 19:56:17 transreid.train INFO: mAP: 62.9%
2024-04-29 19:56:17 transreid.train INFO: CMC curve, Rank-1  :83.1%
2024-04-29 19:56:17 transreid.train INFO: CMC curve, Rank-5  :93.3%
2024-04-29 19:56:17 transreid.train INFO: CMC curve, Rank-10 :95.9%
2024-04-29 19:56:25 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.289, Acc: 0.978, Base Lr: 5.91e-03
2024-04-29 19:56:32 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.272, Acc: 0.980, Base Lr: 5.91e-03
2024-04-29 19:56:39 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.260, Acc: 0.981, Base Lr: 5.91e-03
2024-04-29 19:56:46 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.258, Acc: 0.979, Base Lr: 5.91e-03
2024-04-29 19:56:53 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.258, Acc: 0.979, Base Lr: 5.91e-03
2024-04-29 19:57:00 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.266, Acc: 0.978, Base Lr: 5.91e-03
2024-04-29 19:57:07 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.263, Acc: 0.979, Base Lr: 5.91e-03
2024-04-29 19:57:14 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.261, Acc: 0.979, Base Lr: 5.91e-03
2024-04-29 19:57:21 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.254, Acc: 0.978, Base Lr: 5.91e-03
2024-04-29 19:57:28 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.251, Acc: 0.979, Base Lr: 5.91e-03
2024-04-29 19:57:35 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.250, Acc: 0.979, Base Lr: 5.91e-03
2024-04-29 19:57:42 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.246, Acc: 0.979, Base Lr: 5.91e-03
2024-04-29 19:57:49 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.245, Acc: 0.979, Base Lr: 5.91e-03
2024-04-29 19:57:56 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.246, Acc: 0.980, Base Lr: 5.91e-03
2024-04-29 19:58:03 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.242, Acc: 0.980, Base Lr: 5.91e-03
2024-04-29 19:58:10 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.241, Acc: 0.980, Base Lr: 5.91e-03
2024-04-29 19:58:17 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.238, Acc: 0.981, Base Lr: 5.91e-03
2024-04-29 19:58:24 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.234, Acc: 0.981, Base Lr: 5.91e-03
2024-04-29 19:58:27 transreid.train INFO: Epoch 41 done. Time per epoch: 129.193[s] Speed: 91.2[samples/s]
2024-04-29 19:58:35 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.292, Acc: 0.972, Base Lr: 5.82e-03
2024-04-29 19:58:42 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.272, Acc: 0.978, Base Lr: 5.82e-03
2024-04-29 19:58:49 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.271, Acc: 0.978, Base Lr: 5.82e-03
2024-04-29 19:58:56 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.259, Acc: 0.980, Base Lr: 5.82e-03
2024-04-29 19:59:03 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.247, Acc: 0.982, Base Lr: 5.82e-03
2024-04-29 19:59:10 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.243, Acc: 0.982, Base Lr: 5.82e-03
2024-04-29 19:59:17 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.249, Acc: 0.980, Base Lr: 5.82e-03
2024-04-29 19:59:24 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.246, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 19:59:31 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.245, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 19:59:38 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.239, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 19:59:45 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.246, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 19:59:52 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.244, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 19:59:59 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.242, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 20:00:06 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.239, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 20:00:13 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.236, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 20:00:20 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.234, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 20:00:27 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.228, Acc: 0.982, Base Lr: 5.82e-03
2024-04-29 20:00:34 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.224, Acc: 0.982, Base Lr: 5.82e-03
2024-04-29 20:00:36 transreid.train INFO: Epoch 42 done. Time per epoch: 129.350[s] Speed: 91.0[samples/s]
2024-04-29 20:00:44 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.238, Acc: 0.977, Base Lr: 5.73e-03
2024-04-29 20:00:51 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.223, Acc: 0.981, Base Lr: 5.73e-03
2024-04-29 20:00:58 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.218, Acc: 0.983, Base Lr: 5.73e-03
2024-04-29 20:01:05 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.207, Acc: 0.983, Base Lr: 5.73e-03
2024-04-29 20:01:12 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.206, Acc: 0.983, Base Lr: 5.73e-03
2024-04-29 20:01:19 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.212, Acc: 0.981, Base Lr: 5.73e-03
2024-04-29 20:01:26 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.221, Acc: 0.981, Base Lr: 5.73e-03
2024-04-29 20:01:33 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.224, Acc: 0.980, Base Lr: 5.73e-03
2024-04-29 20:01:40 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.221, Acc: 0.981, Base Lr: 5.73e-03
2024-04-29 20:01:47 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.222, Acc: 0.980, Base Lr: 5.73e-03
2024-04-29 20:01:54 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.224, Acc: 0.981, Base Lr: 5.73e-03
2024-04-29 20:02:01 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.223, Acc: 0.980, Base Lr: 5.73e-03
2024-04-29 20:02:08 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.225, Acc: 0.979, Base Lr: 5.73e-03
2024-04-29 20:02:15 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.221, Acc: 0.980, Base Lr: 5.73e-03
2024-04-29 20:02:22 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.216, Acc: 0.981, Base Lr: 5.73e-03
2024-04-29 20:02:29 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.213, Acc: 0.981, Base Lr: 5.73e-03
2024-04-29 20:02:36 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.211, Acc: 0.982, Base Lr: 5.73e-03
2024-04-29 20:02:43 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.209, Acc: 0.982, Base Lr: 5.73e-03
2024-04-29 20:02:46 transreid.train INFO: Epoch 43 done. Time per epoch: 129.369[s] Speed: 91.0[samples/s]
2024-04-29 20:02:53 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.255, Acc: 0.970, Base Lr: 5.63e-03
2024-04-29 20:03:00 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.256, Acc: 0.970, Base Lr: 5.63e-03
2024-04-29 20:03:07 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.277, Acc: 0.975, Base Lr: 5.63e-03
2024-04-29 20:03:14 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.253, Acc: 0.979, Base Lr: 5.63e-03
2024-04-29 20:03:21 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.244, Acc: 0.980, Base Lr: 5.63e-03
2024-04-29 20:03:28 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.245, Acc: 0.980, Base Lr: 5.63e-03
2024-04-29 20:03:35 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.244, Acc: 0.981, Base Lr: 5.63e-03
2024-04-29 20:03:42 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.238, Acc: 0.981, Base Lr: 5.63e-03
2024-04-29 20:03:49 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.236, Acc: 0.981, Base Lr: 5.63e-03
2024-04-29 20:03:56 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.231, Acc: 0.982, Base Lr: 5.63e-03
2024-04-29 20:04:03 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.227, Acc: 0.983, Base Lr: 5.63e-03
2024-04-29 20:04:10 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.223, Acc: 0.983, Base Lr: 5.63e-03
2024-04-29 20:04:18 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.219, Acc: 0.984, Base Lr: 5.63e-03
2024-04-29 20:04:25 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.219, Acc: 0.983, Base Lr: 5.63e-03
2024-04-29 20:04:32 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.217, Acc: 0.983, Base Lr: 5.63e-03
2024-04-29 20:04:39 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.218, Acc: 0.983, Base Lr: 5.63e-03
2024-04-29 20:04:46 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.217, Acc: 0.983, Base Lr: 5.63e-03
2024-04-29 20:04:53 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.213, Acc: 0.983, Base Lr: 5.63e-03
2024-04-29 20:04:55 transreid.train INFO: Epoch 44 done. Time per epoch: 129.578[s] Speed: 90.9[samples/s]
2024-04-29 20:05:03 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.224, Acc: 0.988, Base Lr: 5.54e-03
2024-04-29 20:05:10 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.205, Acc: 0.990, Base Lr: 5.54e-03
2024-04-29 20:05:17 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.205, Acc: 0.987, Base Lr: 5.54e-03
2024-04-29 20:05:24 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.212, Acc: 0.985, Base Lr: 5.54e-03
2024-04-29 20:05:31 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.209, Acc: 0.986, Base Lr: 5.54e-03
2024-04-29 20:05:38 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.201, Acc: 0.988, Base Lr: 5.54e-03
2024-04-29 20:05:45 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.196, Acc: 0.987, Base Lr: 5.54e-03
2024-04-29 20:05:52 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.201, Acc: 0.988, Base Lr: 5.54e-03
2024-04-29 20:05:59 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.203, Acc: 0.988, Base Lr: 5.54e-03
2024-04-29 20:06:06 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.203, Acc: 0.986, Base Lr: 5.54e-03
2024-04-29 20:06:13 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.199, Acc: 0.987, Base Lr: 5.54e-03
2024-04-29 20:06:20 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.200, Acc: 0.986, Base Lr: 5.54e-03
2024-04-29 20:06:27 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.200, Acc: 0.986, Base Lr: 5.54e-03
2024-04-29 20:06:34 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.200, Acc: 0.986, Base Lr: 5.54e-03
2024-04-29 20:06:41 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.199, Acc: 0.986, Base Lr: 5.54e-03
2024-04-29 20:06:48 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.196, Acc: 0.986, Base Lr: 5.54e-03
2024-04-29 20:06:55 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.190, Acc: 0.986, Base Lr: 5.54e-03
2024-04-29 20:07:02 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.189, Acc: 0.986, Base Lr: 5.54e-03
2024-04-29 20:07:04 transreid.train INFO: Epoch 45 done. Time per epoch: 128.518[s] Speed: 91.1[samples/s]
2024-04-29 20:07:11 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.125, Acc: 0.991, Base Lr: 5.44e-03
2024-04-29 20:07:18 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.154, Acc: 0.985, Base Lr: 5.44e-03
2024-04-29 20:07:25 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.177, Acc: 0.984, Base Lr: 5.44e-03
2024-04-29 20:07:32 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.176, Acc: 0.984, Base Lr: 5.44e-03
2024-04-29 20:07:39 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.182, Acc: 0.984, Base Lr: 5.44e-03
2024-04-29 20:07:46 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.195, Acc: 0.983, Base Lr: 5.44e-03
2024-04-29 20:07:53 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.207, Acc: 0.982, Base Lr: 5.44e-03
2024-04-29 20:08:00 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.204, Acc: 0.982, Base Lr: 5.44e-03
2024-04-29 20:08:07 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.199, Acc: 0.982, Base Lr: 5.44e-03
2024-04-29 20:08:14 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.198, Acc: 0.982, Base Lr: 5.44e-03
2024-04-29 20:08:21 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.199, Acc: 0.982, Base Lr: 5.44e-03
2024-04-29 20:08:28 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.196, Acc: 0.982, Base Lr: 5.44e-03
2024-04-29 20:08:35 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.198, Acc: 0.982, Base Lr: 5.44e-03
2024-04-29 20:08:42 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.193, Acc: 0.983, Base Lr: 5.44e-03
2024-04-29 20:08:49 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.190, Acc: 0.983, Base Lr: 5.44e-03
2024-04-29 20:08:56 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.191, Acc: 0.984, Base Lr: 5.44e-03
2024-04-29 20:09:03 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.190, Acc: 0.984, Base Lr: 5.44e-03
2024-04-29 20:09:10 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.188, Acc: 0.984, Base Lr: 5.44e-03
2024-04-29 20:09:13 transreid.train INFO: Epoch 46 done. Time per epoch: 128.597[s] Speed: 91.1[samples/s]
2024-04-29 20:09:20 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.210, Acc: 0.981, Base Lr: 5.34e-03
2024-04-29 20:09:27 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.223, Acc: 0.984, Base Lr: 5.34e-03
2024-04-29 20:09:34 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.199, Acc: 0.984, Base Lr: 5.34e-03
2024-04-29 20:09:41 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.194, Acc: 0.984, Base Lr: 5.34e-03
2024-04-29 20:09:48 transreid.train INFO: Epoch[47] Iter[50/186] Loss: 0.189, Acc: 0.984, Base Lr: 5.34e-03
2024-04-29 20:09:55 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.189, Acc: 0.984, Base Lr: 5.34e-03
2024-04-29 20:10:02 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.185, Acc: 0.983, Base Lr: 5.34e-03
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2024-04-29 20:11:22 transreid.train INFO: Epoch 47 done. Time per epoch: 129.326[s] Speed: 91.1[samples/s]
2024-04-29 20:11:29 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.209, Acc: 0.975, Base Lr: 5.24e-03
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2024-04-29 20:13:31 transreid.train INFO: Epoch 48 done. Time per epoch: 129.126[s] Speed: 91.2[samples/s]
2024-04-29 20:13:39 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.230, Acc: 0.983, Base Lr: 5.14e-03
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2024-04-29 20:15:40 transreid.train INFO: Epoch 49 done. Time per epoch: 128.530[s] Speed: 91.1[samples/s]
2024-04-29 20:15:47 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.137, Acc: 0.992, Base Lr: 5.04e-03
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2024-04-29 20:17:49 transreid.train INFO: Epoch 50 done. Time per epoch: 129.484[s] Speed: 90.9[samples/s]
2024-04-29 20:17:57 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.212, Acc: 0.986, Base Lr: 4.94e-03
2024-04-29 20:18:04 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.172, Acc: 0.988, Base Lr: 4.94e-03
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2024-04-29 20:19:00 transreid.train INFO: Epoch[51] Iter[100/186] Loss: 0.157, Acc: 0.988, Base Lr: 4.94e-03
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2024-04-29 20:19:59 transreid.train INFO: Epoch 51 done. Time per epoch: 130.205[s] Speed: 90.4[samples/s]
2024-04-29 20:20:07 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.222, Acc: 0.986, Base Lr: 4.84e-03
2024-04-29 20:20:14 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.196, Acc: 0.984, Base Lr: 4.84e-03
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2024-04-29 20:20:42 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.180, Acc: 0.986, Base Lr: 4.84e-03
2024-04-29 20:20:49 transreid.train INFO: Epoch[52] Iter[70/186] Loss: 0.177, Acc: 0.987, Base Lr: 4.84e-03
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2024-04-29 20:21:03 transreid.train INFO: Epoch[52] Iter[90/186] Loss: 0.174, Acc: 0.986, Base Lr: 4.84e-03
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2024-04-29 20:22:00 transreid.train INFO: Epoch[52] Iter[170/186] Loss: 0.157, Acc: 0.986, Base Lr: 4.84e-03
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2024-04-29 20:22:10 transreid.train INFO: Epoch 52 done. Time per epoch: 130.499[s] Speed: 90.2[samples/s]
2024-04-29 20:22:17 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.168, Acc: 0.984, Base Lr: 4.74e-03
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2024-04-29 20:22:45 transreid.train INFO: Epoch[53] Iter[50/186] Loss: 0.185, Acc: 0.982, Base Lr: 4.74e-03
2024-04-29 20:22:53 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.179, Acc: 0.983, Base Lr: 4.74e-03
2024-04-29 20:23:00 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.181, Acc: 0.983, Base Lr: 4.74e-03
2024-04-29 20:23:07 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.182, Acc: 0.983, Base Lr: 4.74e-03
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2024-04-29 20:24:03 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.161, Acc: 0.986, Base Lr: 4.74e-03
2024-04-29 20:24:10 transreid.train INFO: Epoch[53] Iter[170/186] Loss: 0.158, Acc: 0.987, Base Lr: 4.74e-03
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2024-04-29 20:24:20 transreid.train INFO: Epoch 53 done. Time per epoch: 130.427[s] Speed: 90.3[samples/s]
2024-04-29 20:24:28 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.189, Acc: 0.988, Base Lr: 4.63e-03
2024-04-29 20:24:35 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.171, Acc: 0.982, Base Lr: 4.63e-03
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2024-04-29 20:24:49 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 0.178, Acc: 0.985, Base Lr: 4.63e-03
2024-04-29 20:24:56 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.172, Acc: 0.986, Base Lr: 4.63e-03
2024-04-29 20:25:03 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.159, Acc: 0.987, Base Lr: 4.63e-03
2024-04-29 20:25:10 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.164, Acc: 0.987, Base Lr: 4.63e-03
2024-04-29 20:25:17 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.161, Acc: 0.987, Base Lr: 4.63e-03
2024-04-29 20:25:24 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.158, Acc: 0.987, Base Lr: 4.63e-03
2024-04-29 20:25:31 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.153, Acc: 0.987, Base Lr: 4.63e-03
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2024-04-29 20:25:45 transreid.train INFO: Epoch[54] Iter[120/186] Loss: 0.155, Acc: 0.986, Base Lr: 4.63e-03
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2024-04-29 20:26:06 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.153, Acc: 0.986, Base Lr: 4.63e-03
2024-04-29 20:26:13 transreid.train INFO: Epoch[54] Iter[160/186] Loss: 0.149, Acc: 0.987, Base Lr: 4.63e-03
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2024-04-29 20:26:30 transreid.train INFO: Epoch 54 done. Time per epoch: 130.231[s] Speed: 90.4[samples/s]
2024-04-29 20:26:38 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.140, Acc: 0.984, Base Lr: 4.53e-03
2024-04-29 20:26:45 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.156, Acc: 0.983, Base Lr: 4.53e-03
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2024-04-29 20:27:06 transreid.train INFO: Epoch[55] Iter[50/186] Loss: 0.169, Acc: 0.984, Base Lr: 4.53e-03
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2024-04-29 20:27:20 transreid.train INFO: Epoch[55] Iter[70/186] Loss: 0.163, Acc: 0.985, Base Lr: 4.53e-03
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2024-04-29 20:28:31 transreid.train INFO: Epoch[55] Iter[170/186] Loss: 0.138, Acc: 0.988, Base Lr: 4.53e-03
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2024-04-29 20:28:40 transreid.train INFO: Epoch 55 done. Time per epoch: 129.971[s] Speed: 90.1[samples/s]
2024-04-29 20:28:48 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.149, Acc: 0.994, Base Lr: 4.43e-03
2024-04-29 20:28:55 transreid.train INFO: Epoch[56] Iter[20/186] Loss: 0.152, Acc: 0.992, Base Lr: 4.43e-03
2024-04-29 20:29:02 transreid.train INFO: Epoch[56] Iter[30/186] Loss: 0.165, Acc: 0.989, Base Lr: 4.43e-03
2024-04-29 20:29:09 transreid.train INFO: Epoch[56] Iter[40/186] Loss: 0.173, Acc: 0.988, Base Lr: 4.43e-03
2024-04-29 20:29:16 transreid.train INFO: Epoch[56] Iter[50/186] Loss: 0.165, Acc: 0.989, Base Lr: 4.43e-03
2024-04-29 20:29:23 transreid.train INFO: Epoch[56] Iter[60/186] Loss: 0.160, Acc: 0.990, Base Lr: 4.43e-03
2024-04-29 20:29:30 transreid.train INFO: Epoch[56] Iter[70/186] Loss: 0.164, Acc: 0.990, Base Lr: 4.43e-03
2024-04-29 20:29:37 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.159, Acc: 0.989, Base Lr: 4.43e-03
2024-04-29 20:29:44 transreid.train INFO: Epoch[56] Iter[90/186] Loss: 0.156, Acc: 0.989, Base Lr: 4.43e-03
2024-04-29 20:29:52 transreid.train INFO: Epoch[56] Iter[100/186] Loss: 0.155, Acc: 0.989, Base Lr: 4.43e-03
2024-04-29 20:29:59 transreid.train INFO: Epoch[56] Iter[110/186] Loss: 0.152, Acc: 0.989, Base Lr: 4.43e-03
2024-04-29 20:30:06 transreid.train INFO: Epoch[56] Iter[120/186] Loss: 0.149, Acc: 0.990, Base Lr: 4.43e-03
2024-04-29 20:30:13 transreid.train INFO: Epoch[56] Iter[130/186] Loss: 0.146, Acc: 0.990, Base Lr: 4.43e-03
2024-04-29 20:30:20 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.145, Acc: 0.991, Base Lr: 4.43e-03
2024-04-29 20:30:27 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.143, Acc: 0.991, Base Lr: 4.43e-03
2024-04-29 20:30:34 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.140, Acc: 0.991, Base Lr: 4.43e-03
2024-04-29 20:30:41 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.138, Acc: 0.991, Base Lr: 4.43e-03
2024-04-29 20:30:48 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.134, Acc: 0.991, Base Lr: 4.43e-03
2024-04-29 20:30:50 transreid.train INFO: Epoch 56 done. Time per epoch: 129.948[s] Speed: 90.1[samples/s]
2024-04-29 20:30:58 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.133, Acc: 0.995, Base Lr: 4.32e-03
2024-04-29 20:31:05 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.169, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 20:31:12 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.177, Acc: 0.986, Base Lr: 4.32e-03
2024-04-29 20:31:19 transreid.train INFO: Epoch[57] Iter[40/186] Loss: 0.171, Acc: 0.986, Base Lr: 4.32e-03
2024-04-29 20:31:26 transreid.train INFO: Epoch[57] Iter[50/186] Loss: 0.165, Acc: 0.987, Base Lr: 4.32e-03
2024-04-29 20:31:33 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.160, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 20:31:40 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.155, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 20:31:47 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.154, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 20:31:54 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.152, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 20:32:01 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.154, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 20:32:08 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.152, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 20:32:16 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 0.155, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 20:32:23 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.154, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 20:32:30 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.154, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 20:32:37 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.153, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 20:32:44 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.150, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 20:32:51 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.146, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 20:32:58 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.142, Acc: 0.989, Base Lr: 4.32e-03
2024-04-29 20:33:01 transreid.train INFO: Epoch 57 done. Time per epoch: 130.444[s] Speed: 90.3[samples/s]
2024-04-29 20:33:08 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.121, Acc: 0.989, Base Lr: 4.22e-03
2024-04-29 20:33:15 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.151, Acc: 0.985, Base Lr: 4.22e-03
2024-04-29 20:33:23 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.138, Acc: 0.988, Base Lr: 4.22e-03
2024-04-29 20:33:30 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.139, Acc: 0.988, Base Lr: 4.22e-03
2024-04-29 20:33:37 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.135, Acc: 0.988, Base Lr: 4.22e-03
2024-04-29 20:33:44 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.137, Acc: 0.989, Base Lr: 4.22e-03
2024-04-29 20:33:51 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.137, Acc: 0.989, Base Lr: 4.22e-03
2024-04-29 20:33:58 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.142, Acc: 0.988, Base Lr: 4.22e-03
2024-04-29 20:34:05 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.144, Acc: 0.988, Base Lr: 4.22e-03
2024-04-29 20:34:12 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.141, Acc: 0.988, Base Lr: 4.22e-03
2024-04-29 20:34:19 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.142, Acc: 0.988, Base Lr: 4.22e-03
2024-04-29 20:34:26 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.138, Acc: 0.988, Base Lr: 4.22e-03
2024-04-29 20:34:33 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.136, Acc: 0.988, Base Lr: 4.22e-03
2024-04-29 20:34:40 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.134, Acc: 0.989, Base Lr: 4.22e-03
2024-04-29 20:34:47 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.135, Acc: 0.989, Base Lr: 4.22e-03
2024-04-29 20:34:54 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.133, Acc: 0.989, Base Lr: 4.22e-03
2024-04-29 20:35:01 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.130, Acc: 0.990, Base Lr: 4.22e-03
2024-04-29 20:35:09 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.128, Acc: 0.990, Base Lr: 4.22e-03
2024-04-29 20:35:11 transreid.train INFO: Epoch 58 done. Time per epoch: 129.932[s] Speed: 90.1[samples/s]
2024-04-29 20:35:18 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.143, Acc: 0.994, Base Lr: 4.11e-03
2024-04-29 20:35:25 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.125, Acc: 0.993, Base Lr: 4.11e-03
2024-04-29 20:35:33 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.139, Acc: 0.991, Base Lr: 4.11e-03
2024-04-29 20:35:40 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.135, Acc: 0.991, Base Lr: 4.11e-03
2024-04-29 20:35:47 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.137, Acc: 0.990, Base Lr: 4.11e-03
2024-04-29 20:35:54 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.145, Acc: 0.989, Base Lr: 4.11e-03
2024-04-29 20:36:01 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.141, Acc: 0.990, Base Lr: 4.11e-03
2024-04-29 20:36:08 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.135, Acc: 0.990, Base Lr: 4.11e-03
2024-04-29 20:36:15 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.136, Acc: 0.990, Base Lr: 4.11e-03
2024-04-29 20:36:22 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.136, Acc: 0.990, Base Lr: 4.11e-03
2024-04-29 20:36:29 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.135, Acc: 0.991, Base Lr: 4.11e-03
2024-04-29 20:36:36 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.133, Acc: 0.990, Base Lr: 4.11e-03
2024-04-29 20:36:43 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.134, Acc: 0.990, Base Lr: 4.11e-03
2024-04-29 20:36:50 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.129, Acc: 0.991, Base Lr: 4.11e-03
2024-04-29 20:36:57 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.127, Acc: 0.991, Base Lr: 4.11e-03
2024-04-29 20:37:04 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.125, Acc: 0.991, Base Lr: 4.11e-03
2024-04-29 20:37:11 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.123, Acc: 0.991, Base Lr: 4.11e-03
2024-04-29 20:37:18 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.121, Acc: 0.991, Base Lr: 4.11e-03
2024-04-29 20:37:21 transreid.train INFO: Epoch 59 done. Time per epoch: 130.592[s] Speed: 90.2[samples/s]
2024-04-29 20:37:29 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.154, Acc: 0.989, Base Lr: 4.01e-03
2024-04-29 20:37:36 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.172, Acc: 0.988, Base Lr: 4.01e-03
2024-04-29 20:37:43 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.153, Acc: 0.989, Base Lr: 4.01e-03
2024-04-29 20:37:50 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.151, Acc: 0.989, Base Lr: 4.01e-03
2024-04-29 20:37:57 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.157, Acc: 0.988, Base Lr: 4.01e-03
2024-04-29 20:38:04 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.149, Acc: 0.989, Base Lr: 4.01e-03
2024-04-29 20:38:11 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.159, Acc: 0.987, Base Lr: 4.01e-03
2024-04-29 20:38:18 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.156, Acc: 0.988, Base Lr: 4.01e-03
2024-04-29 20:38:25 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.153, Acc: 0.989, Base Lr: 4.01e-03
2024-04-29 20:38:33 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.151, Acc: 0.988, Base Lr: 4.01e-03
2024-04-29 20:38:40 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.149, Acc: 0.989, Base Lr: 4.01e-03
2024-04-29 20:38:47 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.148, Acc: 0.989, Base Lr: 4.01e-03
2024-04-29 20:38:54 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.143, Acc: 0.989, Base Lr: 4.01e-03
2024-04-29 20:39:01 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.140, Acc: 0.989, Base Lr: 4.01e-03
2024-04-29 20:39:08 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.140, Acc: 0.989, Base Lr: 4.01e-03
2024-04-29 20:39:15 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.137, Acc: 0.989, Base Lr: 4.01e-03
2024-04-29 20:39:22 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.133, Acc: 0.989, Base Lr: 4.01e-03
2024-04-29 20:39:29 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.131, Acc: 0.990, Base Lr: 4.01e-03
2024-04-29 20:39:31 transreid.train INFO: Epoch 60 done. Time per epoch: 129.944[s] Speed: 90.1[samples/s]
2024-04-29 20:40:20 transreid.train INFO: Validation Results - Epoch: 60
2024-04-29 20:40:20 transreid.train INFO: mAP: 62.3%
2024-04-29 20:40:20 transreid.train INFO: CMC curve, Rank-1  :81.9%
2024-04-29 20:40:20 transreid.train INFO: CMC curve, Rank-5  :93.1%
2024-04-29 20:40:20 transreid.train INFO: CMC curve, Rank-10 :95.3%
2024-04-29 20:40:27 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.158, Acc: 0.989, Base Lr: 3.90e-03
2024-04-29 20:40:34 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.132, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 20:40:42 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.139, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 20:40:49 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.145, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 20:40:56 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.145, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 20:41:03 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.141, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 20:41:10 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.139, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 20:41:17 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.140, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 20:41:24 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.137, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 20:41:31 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.136, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 20:41:38 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.135, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 20:41:45 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.130, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 20:41:52 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.131, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 20:41:59 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.129, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 20:42:06 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.126, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 20:42:13 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.126, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 20:42:20 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.125, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 20:42:27 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.122, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 20:42:30 transreid.train INFO: Epoch 61 done. Time per epoch: 130.107[s] Speed: 90.5[samples/s]
2024-04-29 20:42:38 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.238, Acc: 0.981, Base Lr: 3.80e-03
2024-04-29 20:42:45 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.192, Acc: 0.988, Base Lr: 3.80e-03
2024-04-29 20:42:52 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.184, Acc: 0.987, Base Lr: 3.80e-03
2024-04-29 20:42:59 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.194, Acc: 0.985, Base Lr: 3.80e-03
2024-04-29 20:43:06 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.190, Acc: 0.986, Base Lr: 3.80e-03
2024-04-29 20:43:13 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.177, Acc: 0.987, Base Lr: 3.80e-03
2024-04-29 20:43:20 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.173, Acc: 0.988, Base Lr: 3.80e-03
2024-04-29 20:43:27 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.165, Acc: 0.988, Base Lr: 3.80e-03
2024-04-29 20:43:34 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.161, Acc: 0.989, Base Lr: 3.80e-03
2024-04-29 20:43:41 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.152, Acc: 0.990, Base Lr: 3.80e-03
2024-04-29 20:43:48 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.149, Acc: 0.990, Base Lr: 3.80e-03
2024-04-29 20:43:55 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.145, Acc: 0.990, Base Lr: 3.80e-03
2024-04-29 20:44:02 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.139, Acc: 0.991, Base Lr: 3.80e-03
2024-04-29 20:44:09 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.136, Acc: 0.991, Base Lr: 3.80e-03
2024-04-29 20:44:16 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.137, Acc: 0.991, Base Lr: 3.80e-03
2024-04-29 20:44:23 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.133, Acc: 0.991, Base Lr: 3.80e-03
2024-04-29 20:44:30 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.130, Acc: 0.992, Base Lr: 3.80e-03
2024-04-29 20:44:37 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.128, Acc: 0.992, Base Lr: 3.80e-03
2024-04-29 20:44:39 transreid.train INFO: Epoch 62 done. Time per epoch: 129.286[s] Speed: 90.6[samples/s]
2024-04-29 20:44:47 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.154, Acc: 0.994, Base Lr: 3.69e-03
2024-04-29 20:44:54 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.128, Acc: 0.992, Base Lr: 3.69e-03
2024-04-29 20:45:01 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.128, Acc: 0.991, Base Lr: 3.69e-03
2024-04-29 20:45:08 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.123, Acc: 0.991, Base Lr: 3.69e-03
2024-04-29 20:45:15 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.124, Acc: 0.990, Base Lr: 3.69e-03
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2024-04-29 20:46:49 transreid.train INFO: Epoch 63 done. Time per epoch: 129.670[s] Speed: 90.3[samples/s]
2024-04-29 20:46:57 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.119, Acc: 0.994, Base Lr: 3.59e-03
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2024-04-29 20:48:59 transreid.train INFO: Epoch 64 done. Time per epoch: 130.167[s] Speed: 90.0[samples/s]
2024-04-29 20:49:07 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.112, Acc: 0.989, Base Lr: 3.49e-03
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2024-04-29 20:51:10 transreid.train INFO: Epoch 65 done. Time per epoch: 130.568[s] Speed: 90.2[samples/s]
2024-04-29 20:51:17 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.099, Acc: 0.992, Base Lr: 3.38e-03
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2024-04-29 20:53:20 transreid.train INFO: Epoch 66 done. Time per epoch: 129.909[s] Speed: 90.2[samples/s]
2024-04-29 20:53:27 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.116, Acc: 0.994, Base Lr: 3.28e-03
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2024-04-29 20:55:30 transreid.train INFO: Epoch 67 done. Time per epoch: 130.155[s] Speed: 90.5[samples/s]
2024-04-29 20:55:37 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.116, Acc: 0.991, Base Lr: 3.18e-03
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2024-04-29 20:57:40 transreid.train INFO: Epoch 68 done. Time per epoch: 130.087[s] Speed: 90.0[samples/s]
2024-04-29 20:57:47 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.149, Acc: 0.984, Base Lr: 3.08e-03
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2024-04-29 20:59:51 transreid.train INFO: Epoch 69 done. Time per epoch: 130.882[s] Speed: 90.0[samples/s]
2024-04-29 20:59:58 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.147, Acc: 0.989, Base Lr: 2.97e-03
2024-04-29 21:00:05 transreid.train INFO: Epoch[70] Iter[20/186] Loss: 0.125, Acc: 0.991, Base Lr: 2.97e-03
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2024-04-29 21:02:00 transreid.train INFO: Epoch 70 done. Time per epoch: 129.275[s] Speed: 90.6[samples/s]
2024-04-29 21:02:08 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.096, Acc: 0.992, Base Lr: 2.87e-03
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2024-04-29 21:04:10 transreid.train INFO: Epoch 71 done. Time per epoch: 130.117[s] Speed: 90.5[samples/s]
2024-04-29 21:04:18 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.122, Acc: 0.991, Base Lr: 2.77e-03
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2024-04-29 21:06:19 transreid.train INFO: Epoch 72 done. Time per epoch: 129.230[s] Speed: 90.6[samples/s]
2024-04-29 21:06:27 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.121, Acc: 0.992, Base Lr: 2.68e-03
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2024-04-29 21:08:29 transreid.train INFO: Epoch 73 done. Time per epoch: 129.394[s] Speed: 90.5[samples/s]
2024-04-29 21:08:36 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.114, Acc: 0.995, Base Lr: 2.58e-03
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2024-04-29 21:10:38 transreid.train INFO: Epoch 74 done. Time per epoch: 129.376[s] Speed: 90.5[samples/s]
2024-04-29 21:10:46 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.081, Acc: 0.994, Base Lr: 2.48e-03
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2024-04-29 21:12:48 transreid.train INFO: Epoch 75 done. Time per epoch: 129.512[s] Speed: 90.4[samples/s]
2024-04-29 21:12:55 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.126, Acc: 0.991, Base Lr: 2.38e-03
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2024-04-29 21:14:57 transreid.train INFO: Epoch 76 done. Time per epoch: 129.445[s] Speed: 90.5[samples/s]
2024-04-29 21:15:05 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.065, Acc: 0.995, Base Lr: 2.29e-03
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2024-04-29 21:17:07 transreid.train INFO: Epoch 77 done. Time per epoch: 130.341[s] Speed: 89.9[samples/s]
2024-04-29 21:17:15 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.113, Acc: 0.988, Base Lr: 2.20e-03
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2024-04-29 21:19:17 transreid.train INFO: Epoch 78 done. Time per epoch: 129.569[s] Speed: 90.4[samples/s]
2024-04-29 21:19:25 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.075, Acc: 0.995, Base Lr: 2.10e-03
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2024-04-29 21:20:07 transreid.train INFO: Epoch[79] Iter[70/186] Loss: 0.096, Acc: 0.994, Base Lr: 2.10e-03
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2024-04-29 21:20:35 transreid.train INFO: Epoch[79] Iter[110/186] Loss: 0.091, Acc: 0.995, Base Lr: 2.10e-03
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2024-04-29 21:20:49 transreid.train INFO: Epoch[79] Iter[130/186] Loss: 0.088, Acc: 0.995, Base Lr: 2.10e-03
2024-04-29 21:20:56 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.086, Acc: 0.995, Base Lr: 2.10e-03
2024-04-29 21:21:03 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.085, Acc: 0.995, Base Lr: 2.10e-03
2024-04-29 21:21:10 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.082, Acc: 0.995, Base Lr: 2.10e-03
2024-04-29 21:21:17 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.080, Acc: 0.995, Base Lr: 2.10e-03
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2024-04-29 21:21:27 transreid.train INFO: Epoch 79 done. Time per epoch: 129.814[s] Speed: 90.7[samples/s]
2024-04-29 21:21:34 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.077, Acc: 0.995, Base Lr: 2.01e-03
2024-04-29 21:21:41 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.097, Acc: 0.993, Base Lr: 2.01e-03
2024-04-29 21:21:48 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.099, Acc: 0.991, Base Lr: 2.01e-03
2024-04-29 21:21:55 transreid.train INFO: Epoch[80] Iter[40/186] Loss: 0.109, Acc: 0.991, Base Lr: 2.01e-03
2024-04-29 21:22:02 transreid.train INFO: Epoch[80] Iter[50/186] Loss: 0.104, Acc: 0.991, Base Lr: 2.01e-03
2024-04-29 21:22:09 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.108, Acc: 0.992, Base Lr: 2.01e-03
2024-04-29 21:22:17 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.104, Acc: 0.992, Base Lr: 2.01e-03
2024-04-29 21:22:24 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.098, Acc: 0.993, Base Lr: 2.01e-03
2024-04-29 21:22:31 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.094, Acc: 0.993, Base Lr: 2.01e-03
2024-04-29 21:22:38 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.089, Acc: 0.994, Base Lr: 2.01e-03
2024-04-29 21:22:45 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.089, Acc: 0.994, Base Lr: 2.01e-03
2024-04-29 21:22:52 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.087, Acc: 0.994, Base Lr: 2.01e-03
2024-04-29 21:22:59 transreid.train INFO: Epoch[80] Iter[130/186] Loss: 0.090, Acc: 0.994, Base Lr: 2.01e-03
2024-04-29 21:23:06 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.088, Acc: 0.994, Base Lr: 2.01e-03
2024-04-29 21:23:13 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.088, Acc: 0.994, Base Lr: 2.01e-03
2024-04-29 21:23:20 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.086, Acc: 0.994, Base Lr: 2.01e-03
2024-04-29 21:23:27 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.085, Acc: 0.994, Base Lr: 2.01e-03
2024-04-29 21:23:34 transreid.train INFO: Epoch[80] Iter[180/186] Loss: 0.083, Acc: 0.994, Base Lr: 2.01e-03
2024-04-29 21:23:36 transreid.train INFO: Epoch 80 done. Time per epoch: 129.425[s] Speed: 90.5[samples/s]
2024-04-29 21:24:24 transreid.train INFO: Validation Results - Epoch: 80
2024-04-29 21:24:24 transreid.train INFO: mAP: 66.3%
2024-04-29 21:24:24 transreid.train INFO: CMC curve, Rank-1  :84.9%
2024-04-29 21:24:24 transreid.train INFO: CMC curve, Rank-5  :94.5%
2024-04-29 21:24:24 transreid.train INFO: CMC curve, Rank-10 :96.3%
2024-04-29 21:24:32 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.112, Acc: 0.992, Base Lr: 1.92e-03
2024-04-29 21:24:39 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.101, Acc: 0.992, Base Lr: 1.92e-03
2024-04-29 21:24:46 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.106, Acc: 0.994, Base Lr: 1.92e-03
2024-04-29 21:24:53 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.099, Acc: 0.995, Base Lr: 1.92e-03
2024-04-29 21:25:00 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.099, Acc: 0.994, Base Lr: 1.92e-03
2024-04-29 21:25:07 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.093, Acc: 0.995, Base Lr: 1.92e-03
2024-04-29 21:25:14 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.088, Acc: 0.995, Base Lr: 1.92e-03
2024-04-29 21:25:21 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.090, Acc: 0.995, Base Lr: 1.92e-03
2024-04-29 21:25:28 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.086, Acc: 0.995, Base Lr: 1.92e-03
2024-04-29 21:25:35 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.084, Acc: 0.995, Base Lr: 1.92e-03
2024-04-29 21:25:42 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.085, Acc: 0.994, Base Lr: 1.92e-03
2024-04-29 21:25:49 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.083, Acc: 0.995, Base Lr: 1.92e-03
2024-04-29 21:25:56 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.082, Acc: 0.995, Base Lr: 1.92e-03
2024-04-29 21:26:03 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.081, Acc: 0.995, Base Lr: 1.92e-03
2024-04-29 21:26:10 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.079, Acc: 0.995, Base Lr: 1.92e-03
2024-04-29 21:26:17 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.079, Acc: 0.995, Base Lr: 1.92e-03
2024-04-29 21:26:25 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.077, Acc: 0.995, Base Lr: 1.92e-03
2024-04-29 21:26:32 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.074, Acc: 0.995, Base Lr: 1.92e-03
2024-04-29 21:26:35 transreid.train INFO: Epoch 81 done. Time per epoch: 131.411[s] Speed: 90.1[samples/s]
2024-04-29 21:26:43 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.085, Acc: 0.995, Base Lr: 1.83e-03
2024-04-29 21:26:50 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.071, Acc: 0.997, Base Lr: 1.83e-03
2024-04-29 21:26:57 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.090, Acc: 0.995, Base Lr: 1.83e-03
2024-04-29 21:27:04 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.093, Acc: 0.995, Base Lr: 1.83e-03
2024-04-29 21:27:11 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.098, Acc: 0.995, Base Lr: 1.83e-03
2024-04-29 21:27:18 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.098, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 21:27:26 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.095, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 21:27:33 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.095, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 21:27:40 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.094, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 21:27:47 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.090, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 21:27:55 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.087, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 21:28:02 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.087, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 21:28:09 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.088, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 21:28:16 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.089, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 21:28:23 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.087, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 21:28:31 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.085, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 21:28:38 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.082, Acc: 0.995, Base Lr: 1.83e-03
2024-04-29 21:28:45 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.079, Acc: 0.995, Base Lr: 1.83e-03
2024-04-29 21:28:47 transreid.train INFO: Epoch 82 done. Time per epoch: 131.592[s] Speed: 89.0[samples/s]
2024-04-29 21:28:55 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.123, Acc: 0.989, Base Lr: 1.75e-03
2024-04-29 21:29:02 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.117, Acc: 0.991, Base Lr: 1.75e-03
2024-04-29 21:29:09 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.107, Acc: 0.992, Base Lr: 1.75e-03
2024-04-29 21:29:16 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.103, Acc: 0.993, Base Lr: 1.75e-03
2024-04-29 21:29:23 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.095, Acc: 0.993, Base Lr: 1.75e-03
2024-04-29 21:29:30 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.088, Acc: 0.994, Base Lr: 1.75e-03
2024-04-29 21:29:37 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.092, Acc: 0.993, Base Lr: 1.75e-03
2024-04-29 21:29:44 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.087, Acc: 0.994, Base Lr: 1.75e-03
2024-04-29 21:29:52 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.087, Acc: 0.994, Base Lr: 1.75e-03
2024-04-29 21:29:59 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.088, Acc: 0.994, Base Lr: 1.75e-03
2024-04-29 21:30:06 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.088, Acc: 0.994, Base Lr: 1.75e-03
2024-04-29 21:30:13 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.087, Acc: 0.994, Base Lr: 1.75e-03
2024-04-29 21:30:20 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.087, Acc: 0.994, Base Lr: 1.75e-03
2024-04-29 21:30:27 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.090, Acc: 0.993, Base Lr: 1.75e-03
2024-04-29 21:30:34 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.091, Acc: 0.993, Base Lr: 1.75e-03
2024-04-29 21:30:42 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.089, Acc: 0.993, Base Lr: 1.75e-03
2024-04-29 21:30:49 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.087, Acc: 0.994, Base Lr: 1.75e-03
2024-04-29 21:30:56 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.086, Acc: 0.994, Base Lr: 1.75e-03
2024-04-29 21:30:59 transreid.train INFO: Epoch 83 done. Time per epoch: 131.641[s] Speed: 89.5[samples/s]
2024-04-29 21:31:07 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.102, Acc: 0.991, Base Lr: 1.66e-03
2024-04-29 21:31:14 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.093, Acc: 0.993, Base Lr: 1.66e-03
2024-04-29 21:31:21 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.095, Acc: 0.994, Base Lr: 1.66e-03
2024-04-29 21:31:28 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.089, Acc: 0.994, Base Lr: 1.66e-03
2024-04-29 21:31:35 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.085, Acc: 0.995, Base Lr: 1.66e-03
2024-04-29 21:31:42 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.081, Acc: 0.996, Base Lr: 1.66e-03
2024-04-29 21:31:49 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.081, Acc: 0.995, Base Lr: 1.66e-03
2024-04-29 21:31:56 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.082, Acc: 0.995, Base Lr: 1.66e-03
2024-04-29 21:32:03 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.080, Acc: 0.995, Base Lr: 1.66e-03
2024-04-29 21:32:10 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.082, Acc: 0.994, Base Lr: 1.66e-03
2024-04-29 21:32:17 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.080, Acc: 0.995, Base Lr: 1.66e-03
2024-04-29 21:32:24 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.081, Acc: 0.995, Base Lr: 1.66e-03
2024-04-29 21:32:31 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.078, Acc: 0.995, Base Lr: 1.66e-03
2024-04-29 21:32:38 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.080, Acc: 0.995, Base Lr: 1.66e-03
2024-04-29 21:32:45 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.079, Acc: 0.995, Base Lr: 1.66e-03
2024-04-29 21:32:52 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.078, Acc: 0.995, Base Lr: 1.66e-03
2024-04-29 21:32:59 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.076, Acc: 0.995, Base Lr: 1.66e-03
2024-04-29 21:33:06 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.074, Acc: 0.995, Base Lr: 1.66e-03
2024-04-29 21:33:08 transreid.train INFO: Epoch 84 done. Time per epoch: 129.413[s] Speed: 90.5[samples/s]
2024-04-29 21:33:16 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.075, Acc: 0.992, Base Lr: 1.58e-03
2024-04-29 21:33:23 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.076, Acc: 0.995, Base Lr: 1.58e-03
2024-04-29 21:33:30 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.091, Acc: 0.995, Base Lr: 1.58e-03
2024-04-29 21:33:37 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.094, Acc: 0.995, Base Lr: 1.58e-03
2024-04-29 21:33:44 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.088, Acc: 0.994, Base Lr: 1.58e-03
2024-04-29 21:33:51 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.083, Acc: 0.995, Base Lr: 1.58e-03
2024-04-29 21:33:58 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.085, Acc: 0.995, Base Lr: 1.58e-03
2024-04-29 21:34:05 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.080, Acc: 0.995, Base Lr: 1.58e-03
2024-04-29 21:34:12 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.078, Acc: 0.995, Base Lr: 1.58e-03
2024-04-29 21:34:19 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.079, Acc: 0.995, Base Lr: 1.58e-03
2024-04-29 21:34:26 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.079, Acc: 0.995, Base Lr: 1.58e-03
2024-04-29 21:34:33 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.080, Acc: 0.994, Base Lr: 1.58e-03
2024-04-29 21:34:40 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.078, Acc: 0.994, Base Lr: 1.58e-03
2024-04-29 21:34:47 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.079, Acc: 0.994, Base Lr: 1.58e-03
2024-04-29 21:34:54 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.081, Acc: 0.994, Base Lr: 1.58e-03
2024-04-29 21:35:01 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.081, Acc: 0.994, Base Lr: 1.58e-03
2024-04-29 21:35:08 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.079, Acc: 0.995, Base Lr: 1.58e-03
2024-04-29 21:35:15 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.079, Acc: 0.995, Base Lr: 1.58e-03
2024-04-29 21:35:17 transreid.train INFO: Epoch 85 done. Time per epoch: 129.012[s] Speed: 90.8[samples/s]
2024-04-29 21:35:25 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.113, Acc: 0.992, Base Lr: 1.50e-03
2024-04-29 21:35:32 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.120, Acc: 0.991, Base Lr: 1.50e-03
2024-04-29 21:35:39 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.111, Acc: 0.993, Base Lr: 1.50e-03
2024-04-29 21:35:46 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.104, Acc: 0.993, Base Lr: 1.50e-03
2024-04-29 21:35:53 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.096, Acc: 0.994, Base Lr: 1.50e-03
2024-04-29 21:36:00 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.093, Acc: 0.994, Base Lr: 1.50e-03
2024-04-29 21:36:07 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.093, Acc: 0.993, Base Lr: 1.50e-03
2024-04-29 21:36:14 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.095, Acc: 0.993, Base Lr: 1.50e-03
2024-04-29 21:36:21 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.091, Acc: 0.993, Base Lr: 1.50e-03
2024-04-29 21:36:28 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.087, Acc: 0.994, Base Lr: 1.50e-03
2024-04-29 21:36:35 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.085, Acc: 0.994, Base Lr: 1.50e-03
2024-04-29 21:36:42 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.082, Acc: 0.994, Base Lr: 1.50e-03
2024-04-29 21:36:49 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.079, Acc: 0.995, Base Lr: 1.50e-03
2024-04-29 21:36:56 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.077, Acc: 0.995, Base Lr: 1.50e-03
2024-04-29 21:37:03 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.074, Acc: 0.995, Base Lr: 1.50e-03
2024-04-29 21:37:10 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.072, Acc: 0.995, Base Lr: 1.50e-03
2024-04-29 21:37:17 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.071, Acc: 0.995, Base Lr: 1.50e-03
2024-04-29 21:37:24 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.070, Acc: 0.995, Base Lr: 1.50e-03
2024-04-29 21:37:26 transreid.train INFO: Epoch 86 done. Time per epoch: 129.213[s] Speed: 90.6[samples/s]
2024-04-29 21:37:34 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.075, Acc: 0.998, Base Lr: 1.42e-03
2024-04-29 21:37:41 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.084, Acc: 0.995, Base Lr: 1.42e-03
2024-04-29 21:37:48 transreid.train INFO: Epoch[87] Iter[30/186] Loss: 0.090, Acc: 0.993, Base Lr: 1.42e-03
2024-04-29 21:37:55 transreid.train INFO: Epoch[87] Iter[40/186] Loss: 0.092, Acc: 0.993, Base Lr: 1.42e-03
2024-04-29 21:38:02 transreid.train INFO: Epoch[87] Iter[50/186] Loss: 0.096, Acc: 0.992, Base Lr: 1.42e-03
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2024-04-29 21:39:35 transreid.train INFO: Epoch 87 done. Time per epoch: 128.991[s] Speed: 90.8[samples/s]
2024-04-29 21:39:43 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.121, Acc: 0.994, Base Lr: 1.34e-03
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2024-04-29 21:41:44 transreid.train INFO: Epoch 88 done. Time per epoch: 129.116[s] Speed: 90.7[samples/s]
2024-04-29 21:41:52 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.067, Acc: 0.997, Base Lr: 1.26e-03
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2024-04-29 21:43:54 transreid.train INFO: Epoch 89 done. Time per epoch: 129.641[s] Speed: 90.8[samples/s]
2024-04-29 21:44:02 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.139, Acc: 0.989, Base Lr: 1.19e-03
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2024-04-29 21:46:03 transreid.train INFO: Epoch 90 done. Time per epoch: 128.606[s] Speed: 91.1[samples/s]
2024-04-29 21:46:10 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.088, Acc: 0.994, Base Lr: 1.11e-03
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2024-04-29 21:46:59 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.070, Acc: 0.996, Base Lr: 1.11e-03
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2024-04-29 21:47:13 transreid.train INFO: Epoch[91] Iter[100/186] Loss: 0.074, Acc: 0.995, Base Lr: 1.11e-03
2024-04-29 21:47:20 transreid.train INFO: Epoch[91] Iter[110/186] Loss: 0.072, Acc: 0.995, Base Lr: 1.11e-03
2024-04-29 21:47:27 transreid.train INFO: Epoch[91] Iter[120/186] Loss: 0.071, Acc: 0.996, Base Lr: 1.11e-03
2024-04-29 21:47:34 transreid.train INFO: Epoch[91] Iter[130/186] Loss: 0.070, Acc: 0.996, Base Lr: 1.11e-03
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2024-04-29 21:47:49 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.068, Acc: 0.996, Base Lr: 1.11e-03
2024-04-29 21:47:56 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.068, Acc: 0.996, Base Lr: 1.11e-03
2024-04-29 21:48:03 transreid.train INFO: Epoch[91] Iter[170/186] Loss: 0.068, Acc: 0.995, Base Lr: 1.11e-03
2024-04-29 21:48:10 transreid.train INFO: Epoch[91] Iter[180/186] Loss: 0.066, Acc: 0.996, Base Lr: 1.11e-03
2024-04-29 21:48:12 transreid.train INFO: Epoch 91 done. Time per epoch: 129.006[s] Speed: 90.8[samples/s]
2024-04-29 21:48:19 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.132, Acc: 0.994, Base Lr: 1.04e-03
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2024-04-29 21:49:01 transreid.train INFO: Epoch[92] Iter[70/186] Loss: 0.078, Acc: 0.996, Base Lr: 1.04e-03
2024-04-29 21:49:08 transreid.train INFO: Epoch[92] Iter[80/186] Loss: 0.076, Acc: 0.996, Base Lr: 1.04e-03
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2024-04-29 21:49:57 transreid.train INFO: Epoch[92] Iter[150/186] Loss: 0.068, Acc: 0.996, Base Lr: 1.04e-03
2024-04-29 21:50:04 transreid.train INFO: Epoch[92] Iter[160/186] Loss: 0.067, Acc: 0.996, Base Lr: 1.04e-03
2024-04-29 21:50:11 transreid.train INFO: Epoch[92] Iter[170/186] Loss: 0.066, Acc: 0.996, Base Lr: 1.04e-03
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2024-04-29 21:50:21 transreid.train INFO: Epoch 92 done. Time per epoch: 128.827[s] Speed: 90.9[samples/s]
2024-04-29 21:50:28 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.078, Acc: 0.992, Base Lr: 9.72e-04
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2024-04-29 21:51:03 transreid.train INFO: Epoch[93] Iter[60/186] Loss: 0.068, Acc: 0.995, Base Lr: 9.72e-04
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2024-04-29 21:52:06 transreid.train INFO: Epoch[93] Iter[150/186] Loss: 0.066, Acc: 0.996, Base Lr: 9.72e-04
2024-04-29 21:52:13 transreid.train INFO: Epoch[93] Iter[160/186] Loss: 0.065, Acc: 0.995, Base Lr: 9.72e-04
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2024-04-29 21:52:30 transreid.train INFO: Epoch 93 done. Time per epoch: 129.065[s] Speed: 90.7[samples/s]
2024-04-29 21:52:37 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.041, Acc: 0.998, Base Lr: 9.06e-04
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2024-04-29 21:54:39 transreid.train INFO: Epoch 94 done. Time per epoch: 129.123[s] Speed: 90.7[samples/s]
2024-04-29 21:54:46 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.101, Acc: 0.997, Base Lr: 8.41e-04
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2024-04-29 21:55:22 transreid.train INFO: Epoch[95] Iter[60/186] Loss: 0.084, Acc: 0.994, Base Lr: 8.41e-04
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2024-04-29 21:56:32 transreid.train INFO: Epoch[95] Iter[160/186] Loss: 0.069, Acc: 0.995, Base Lr: 8.41e-04
2024-04-29 21:56:39 transreid.train INFO: Epoch[95] Iter[170/186] Loss: 0.066, Acc: 0.995, Base Lr: 8.41e-04
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2024-04-29 21:56:49 transreid.train INFO: Epoch 95 done. Time per epoch: 129.883[s] Speed: 90.7[samples/s]
2024-04-29 21:56:56 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.081, Acc: 0.994, Base Lr: 7.78e-04
2024-04-29 21:57:03 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.078, Acc: 0.993, Base Lr: 7.78e-04
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2024-04-29 21:58:06 transreid.train INFO: Epoch[96] Iter[110/186] Loss: 0.073, Acc: 0.994, Base Lr: 7.78e-04
2024-04-29 21:58:13 transreid.train INFO: Epoch[96] Iter[120/186] Loss: 0.072, Acc: 0.994, Base Lr: 7.78e-04
2024-04-29 21:58:21 transreid.train INFO: Epoch[96] Iter[130/186] Loss: 0.071, Acc: 0.994, Base Lr: 7.78e-04
2024-04-29 21:58:28 transreid.train INFO: Epoch[96] Iter[140/186] Loss: 0.070, Acc: 0.995, Base Lr: 7.78e-04
2024-04-29 21:58:35 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.068, Acc: 0.995, Base Lr: 7.78e-04
2024-04-29 21:58:42 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.067, Acc: 0.995, Base Lr: 7.78e-04
2024-04-29 21:58:49 transreid.train INFO: Epoch[96] Iter[170/186] Loss: 0.065, Acc: 0.995, Base Lr: 7.78e-04
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2024-04-29 21:58:58 transreid.train INFO: Epoch 96 done. Time per epoch: 129.188[s] Speed: 90.7[samples/s]
2024-04-29 21:59:05 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.085, Acc: 0.991, Base Lr: 7.18e-04
2024-04-29 21:59:12 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.092, Acc: 0.991, Base Lr: 7.18e-04
2024-04-29 21:59:20 transreid.train INFO: Epoch[97] Iter[30/186] Loss: 0.080, Acc: 0.994, Base Lr: 7.18e-04
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2024-04-29 21:59:34 transreid.train INFO: Epoch[97] Iter[50/186] Loss: 0.079, Acc: 0.993, Base Lr: 7.18e-04
2024-04-29 21:59:41 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.072, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 21:59:48 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.076, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 21:59:55 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.075, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 22:00:02 transreid.train INFO: Epoch[97] Iter[90/186] Loss: 0.074, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 22:00:09 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.075, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 22:00:16 transreid.train INFO: Epoch[97] Iter[110/186] Loss: 0.074, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 22:00:23 transreid.train INFO: Epoch[97] Iter[120/186] Loss: 0.073, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 22:00:30 transreid.train INFO: Epoch[97] Iter[130/186] Loss: 0.071, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 22:00:37 transreid.train INFO: Epoch[97] Iter[140/186] Loss: 0.071, Acc: 0.995, Base Lr: 7.18e-04
2024-04-29 22:00:44 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.070, Acc: 0.995, Base Lr: 7.18e-04
2024-04-29 22:00:51 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.069, Acc: 0.995, Base Lr: 7.18e-04
2024-04-29 22:00:58 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.067, Acc: 0.995, Base Lr: 7.18e-04
2024-04-29 22:01:05 transreid.train INFO: Epoch[97] Iter[180/186] Loss: 0.066, Acc: 0.995, Base Lr: 7.18e-04
2024-04-29 22:01:08 transreid.train INFO: Epoch 97 done. Time per epoch: 130.019[s] Speed: 90.6[samples/s]
2024-04-29 22:01:15 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.075, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 22:01:22 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.079, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 22:01:29 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.082, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 22:01:36 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.085, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 22:01:43 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.080, Acc: 0.996, Base Lr: 6.60e-04
2024-04-29 22:01:50 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.082, Acc: 0.996, Base Lr: 6.60e-04
2024-04-29 22:01:57 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.083, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 22:02:04 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.079, Acc: 0.996, Base Lr: 6.60e-04
2024-04-29 22:02:11 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.076, Acc: 0.996, Base Lr: 6.60e-04
2024-04-29 22:02:19 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.074, Acc: 0.996, Base Lr: 6.60e-04
2024-04-29 22:02:26 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.073, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 22:02:33 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.072, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 22:02:40 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.073, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 22:02:47 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.072, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 22:02:54 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.070, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 22:03:01 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.068, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 22:03:08 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.068, Acc: 0.996, Base Lr: 6.60e-04
2024-04-29 22:03:15 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.068, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 22:03:18 transreid.train INFO: Epoch 98 done. Time per epoch: 129.685[s] Speed: 90.8[samples/s]
2024-04-29 22:03:25 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.062, Acc: 0.997, Base Lr: 6.04e-04
2024-04-29 22:03:32 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.068, Acc: 0.996, Base Lr: 6.04e-04
2024-04-29 22:03:39 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.078, Acc: 0.994, Base Lr: 6.04e-04
2024-04-29 22:03:46 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.077, Acc: 0.994, Base Lr: 6.04e-04
2024-04-29 22:03:53 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.076, Acc: 0.994, Base Lr: 6.04e-04
2024-04-29 22:04:00 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.075, Acc: 0.995, Base Lr: 6.04e-04
2024-04-29 22:04:07 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.073, Acc: 0.995, Base Lr: 6.04e-04
2024-04-29 22:04:14 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.069, Acc: 0.995, Base Lr: 6.04e-04
2024-04-29 22:04:21 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.067, Acc: 0.995, Base Lr: 6.04e-04
2024-04-29 22:04:28 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.066, Acc: 0.995, Base Lr: 6.04e-04
2024-04-29 22:04:35 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.066, Acc: 0.995, Base Lr: 6.04e-04
2024-04-29 22:04:42 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.065, Acc: 0.996, Base Lr: 6.04e-04
2024-04-29 22:04:49 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.065, Acc: 0.996, Base Lr: 6.04e-04
2024-04-29 22:04:56 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.067, Acc: 0.996, Base Lr: 6.04e-04
2024-04-29 22:05:03 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.066, Acc: 0.996, Base Lr: 6.04e-04
2024-04-29 22:05:10 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.065, Acc: 0.996, Base Lr: 6.04e-04
2024-04-29 22:05:17 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.066, Acc: 0.995, Base Lr: 6.04e-04
2024-04-29 22:05:24 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.065, Acc: 0.996, Base Lr: 6.04e-04
2024-04-29 22:05:27 transreid.train INFO: Epoch 99 done. Time per epoch: 129.737[s] Speed: 90.8[samples/s]
2024-04-29 22:05:35 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.098, Acc: 0.997, Base Lr: 5.51e-04
2024-04-29 22:05:42 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.075, Acc: 0.998, Base Lr: 5.51e-04
2024-04-29 22:05:49 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.071, Acc: 0.997, Base Lr: 5.51e-04
2024-04-29 22:05:56 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.073, Acc: 0.995, Base Lr: 5.51e-04
2024-04-29 22:06:03 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.070, Acc: 0.995, Base Lr: 5.51e-04
2024-04-29 22:06:10 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.070, Acc: 0.996, Base Lr: 5.51e-04
2024-04-29 22:06:17 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.068, Acc: 0.996, Base Lr: 5.51e-04
2024-04-29 22:06:24 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.069, Acc: 0.996, Base Lr: 5.51e-04
2024-04-29 22:06:31 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.068, Acc: 0.996, Base Lr: 5.51e-04
2024-04-29 22:06:38 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.068, Acc: 0.996, Base Lr: 5.51e-04
2024-04-29 22:06:45 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.068, Acc: 0.996, Base Lr: 5.51e-04
2024-04-29 22:06:52 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.067, Acc: 0.995, Base Lr: 5.51e-04
2024-04-29 22:06:59 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.065, Acc: 0.996, Base Lr: 5.51e-04
2024-04-29 22:07:06 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.063, Acc: 0.996, Base Lr: 5.51e-04
2024-04-29 22:07:13 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.062, Acc: 0.996, Base Lr: 5.51e-04
2024-04-29 22:07:20 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.063, Acc: 0.996, Base Lr: 5.51e-04
2024-04-29 22:07:27 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.062, Acc: 0.996, Base Lr: 5.51e-04
2024-04-29 22:07:34 transreid.train INFO: Epoch[100] Iter[180/186] Loss: 0.060, Acc: 0.996, Base Lr: 5.51e-04
2024-04-29 22:07:37 transreid.train INFO: Epoch 100 done. Time per epoch: 130.015[s] Speed: 90.6[samples/s]
2024-04-29 22:08:26 transreid.train INFO: Validation Results - Epoch: 100
2024-04-29 22:08:26 transreid.train INFO: mAP: 66.9%
2024-04-29 22:08:26 transreid.train INFO: CMC curve, Rank-1  :85.2%
2024-04-29 22:08:26 transreid.train INFO: CMC curve, Rank-5  :94.8%
2024-04-29 22:08:26 transreid.train INFO: CMC curve, Rank-10 :96.5%
2024-04-29 22:08:34 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.046, Acc: 0.998, Base Lr: 5.00e-04
2024-04-29 22:08:41 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.058, Acc: 0.996, Base Lr: 5.00e-04
2024-04-29 22:08:48 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.061, Acc: 0.996, Base Lr: 5.00e-04
2024-04-29 22:08:55 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.064, Acc: 0.996, Base Lr: 5.00e-04
2024-04-29 22:09:02 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.065, Acc: 0.996, Base Lr: 5.00e-04
2024-04-29 22:09:09 transreid.train INFO: Epoch[101] Iter[60/186] Loss: 0.066, Acc: 0.996, Base Lr: 5.00e-04
2024-04-29 22:09:16 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.065, Acc: 0.995, Base Lr: 5.00e-04
2024-04-29 22:09:23 transreid.train INFO: Epoch[101] Iter[80/186] Loss: 0.066, Acc: 0.995, Base Lr: 5.00e-04
2024-04-29 22:09:30 transreid.train INFO: Epoch[101] Iter[90/186] Loss: 0.063, Acc: 0.995, Base Lr: 5.00e-04
2024-04-29 22:09:37 transreid.train INFO: Epoch[101] Iter[100/186] Loss: 0.067, Acc: 0.995, Base Lr: 5.00e-04
2024-04-29 22:09:44 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.069, Acc: 0.995, Base Lr: 5.00e-04
2024-04-29 22:09:51 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.067, Acc: 0.995, Base Lr: 5.00e-04
2024-04-29 22:09:58 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.066, Acc: 0.995, Base Lr: 5.00e-04
2024-04-29 22:10:05 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.064, Acc: 0.995, Base Lr: 5.00e-04
2024-04-29 22:10:12 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.063, Acc: 0.996, Base Lr: 5.00e-04
2024-04-29 22:10:19 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.061, Acc: 0.995, Base Lr: 5.00e-04
2024-04-29 22:10:26 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.060, Acc: 0.995, Base Lr: 5.00e-04
2024-04-29 22:10:33 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.060, Acc: 0.995, Base Lr: 5.00e-04
2024-04-29 22:10:35 transreid.train INFO: Epoch 101 done. Time per epoch: 129.195[s] Speed: 90.7[samples/s]
2024-04-29 22:10:43 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.081, Acc: 0.995, Base Lr: 4.51e-04
2024-04-29 22:10:50 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.085, Acc: 0.991, Base Lr: 4.51e-04
2024-04-29 22:10:57 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.084, Acc: 0.992, Base Lr: 4.51e-04
2024-04-29 22:11:04 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.080, Acc: 0.992, Base Lr: 4.51e-04
2024-04-29 22:11:11 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.078, Acc: 0.993, Base Lr: 4.51e-04
2024-04-29 22:11:18 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.074, Acc: 0.993, Base Lr: 4.51e-04
2024-04-29 22:11:25 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.071, Acc: 0.994, Base Lr: 4.51e-04
2024-04-29 22:11:32 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.068, Acc: 0.994, Base Lr: 4.51e-04
2024-04-29 22:11:39 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.066, Acc: 0.994, Base Lr: 4.51e-04
2024-04-29 22:11:46 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.065, Acc: 0.994, Base Lr: 4.51e-04
2024-04-29 22:11:53 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.067, Acc: 0.994, Base Lr: 4.51e-04
2024-04-29 22:11:59 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.067, Acc: 0.994, Base Lr: 4.51e-04
2024-04-29 22:12:06 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.065, Acc: 0.995, Base Lr: 4.51e-04
2024-04-29 22:12:14 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.066, Acc: 0.995, Base Lr: 4.51e-04
2024-04-29 22:12:20 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.063, Acc: 0.995, Base Lr: 4.51e-04
2024-04-29 22:12:28 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.062, Acc: 0.995, Base Lr: 4.51e-04
2024-04-29 22:12:35 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.062, Acc: 0.995, Base Lr: 4.51e-04
2024-04-29 22:12:42 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.061, Acc: 0.995, Base Lr: 4.51e-04
2024-04-29 22:12:44 transreid.train INFO: Epoch 102 done. Time per epoch: 128.654[s] Speed: 91.0[samples/s]
2024-04-29 22:12:51 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.049, Acc: 0.995, Base Lr: 4.05e-04
2024-04-29 22:12:58 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.056, Acc: 0.996, Base Lr: 4.05e-04
2024-04-29 22:13:05 transreid.train INFO: Epoch[103] Iter[30/186] Loss: 0.060, Acc: 0.997, Base Lr: 4.05e-04
2024-04-29 22:13:12 transreid.train INFO: Epoch[103] Iter[40/186] Loss: 0.063, Acc: 0.996, Base Lr: 4.05e-04
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2024-04-29 22:14:53 transreid.train INFO: Epoch 103 done. Time per epoch: 129.718[s] Speed: 90.8[samples/s]
2024-04-29 22:15:01 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.064, Acc: 0.997, Base Lr: 3.61e-04
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2024-04-29 22:17:03 transreid.train INFO: Epoch 104 done. Time per epoch: 129.865[s] Speed: 90.7[samples/s]
2024-04-29 22:17:11 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.082, Acc: 0.991, Base Lr: 3.20e-04
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2024-04-29 22:19:03 transreid.train INFO: Epoch[105] Iter[170/186] Loss: 0.059, Acc: 0.995, Base Lr: 3.20e-04
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2024-04-29 22:19:12 transreid.train INFO: Epoch 105 done. Time per epoch: 129.126[s] Speed: 90.7[samples/s]
2024-04-29 22:19:20 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.073, Acc: 0.998, Base Lr: 2.81e-04
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2024-04-29 22:19:55 transreid.train INFO: Epoch[106] Iter[60/186] Loss: 0.078, Acc: 0.996, Base Lr: 2.81e-04
2024-04-29 22:20:02 transreid.train INFO: Epoch[106] Iter[70/186] Loss: 0.077, Acc: 0.995, Base Lr: 2.81e-04
2024-04-29 22:20:09 transreid.train INFO: Epoch[106] Iter[80/186] Loss: 0.080, Acc: 0.995, Base Lr: 2.81e-04
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2024-04-29 22:20:59 transreid.train INFO: Epoch[106] Iter[150/186] Loss: 0.068, Acc: 0.996, Base Lr: 2.81e-04
2024-04-29 22:21:06 transreid.train INFO: Epoch[106] Iter[160/186] Loss: 0.066, Acc: 0.996, Base Lr: 2.81e-04
2024-04-29 22:21:13 transreid.train INFO: Epoch[106] Iter[170/186] Loss: 0.064, Acc: 0.996, Base Lr: 2.81e-04
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2024-04-29 22:21:23 transreid.train INFO: Epoch 106 done. Time per epoch: 130.363[s] Speed: 90.3[samples/s]
2024-04-29 22:21:30 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.057, Acc: 0.995, Base Lr: 2.45e-04
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2024-04-29 22:22:06 transreid.train INFO: Epoch[107] Iter[60/186] Loss: 0.080, Acc: 0.995, Base Lr: 2.45e-04
2024-04-29 22:22:13 transreid.train INFO: Epoch[107] Iter[70/186] Loss: 0.080, Acc: 0.996, Base Lr: 2.45e-04
2024-04-29 22:22:20 transreid.train INFO: Epoch[107] Iter[80/186] Loss: 0.077, Acc: 0.995, Base Lr: 2.45e-04
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2024-04-29 22:22:34 transreid.train INFO: Epoch[107] Iter[100/186] Loss: 0.073, Acc: 0.995, Base Lr: 2.45e-04
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2024-04-29 22:22:48 transreid.train INFO: Epoch[107] Iter[120/186] Loss: 0.070, Acc: 0.995, Base Lr: 2.45e-04
2024-04-29 22:22:55 transreid.train INFO: Epoch[107] Iter[130/186] Loss: 0.069, Acc: 0.995, Base Lr: 2.45e-04
2024-04-29 22:23:02 transreid.train INFO: Epoch[107] Iter[140/186] Loss: 0.066, Acc: 0.996, Base Lr: 2.45e-04
2024-04-29 22:23:09 transreid.train INFO: Epoch[107] Iter[150/186] Loss: 0.066, Acc: 0.996, Base Lr: 2.45e-04
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2024-04-29 22:23:33 transreid.train INFO: Epoch 107 done. Time per epoch: 129.935[s] Speed: 90.6[samples/s]
2024-04-29 22:23:40 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.069, Acc: 0.994, Base Lr: 2.11e-04
2024-04-29 22:23:47 transreid.train INFO: Epoch[108] Iter[20/186] Loss: 0.069, Acc: 0.994, Base Lr: 2.11e-04
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2024-04-29 22:24:22 transreid.train INFO: Epoch[108] Iter[70/186] Loss: 0.071, Acc: 0.995, Base Lr: 2.11e-04
2024-04-29 22:24:29 transreid.train INFO: Epoch[108] Iter[80/186] Loss: 0.069, Acc: 0.995, Base Lr: 2.11e-04
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2024-04-29 22:25:05 transreid.train INFO: Epoch[108] Iter[130/186] Loss: 0.066, Acc: 0.996, Base Lr: 2.11e-04
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2024-04-29 22:25:19 transreid.train INFO: Epoch[108] Iter[150/186] Loss: 0.062, Acc: 0.996, Base Lr: 2.11e-04
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2024-04-29 22:25:43 transreid.train INFO: Epoch 108 done. Time per epoch: 129.929[s] Speed: 90.6[samples/s]
2024-04-29 22:25:50 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.098, Acc: 0.995, Base Lr: 1.80e-04
2024-04-29 22:25:57 transreid.train INFO: Epoch[109] Iter[20/186] Loss: 0.088, Acc: 0.995, Base Lr: 1.80e-04
2024-04-29 22:26:04 transreid.train INFO: Epoch[109] Iter[30/186] Loss: 0.080, Acc: 0.995, Base Lr: 1.80e-04
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2024-04-29 22:27:01 transreid.train INFO: Epoch[109] Iter[110/186] Loss: 0.066, Acc: 0.996, Base Lr: 1.80e-04
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2024-04-29 22:27:15 transreid.train INFO: Epoch[109] Iter[130/186] Loss: 0.063, Acc: 0.996, Base Lr: 1.80e-04
2024-04-29 22:27:22 transreid.train INFO: Epoch[109] Iter[140/186] Loss: 0.064, Acc: 0.996, Base Lr: 1.80e-04
2024-04-29 22:27:29 transreid.train INFO: Epoch[109] Iter[150/186] Loss: 0.063, Acc: 0.996, Base Lr: 1.80e-04
2024-04-29 22:27:36 transreid.train INFO: Epoch[109] Iter[160/186] Loss: 0.062, Acc: 0.996, Base Lr: 1.80e-04
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2024-04-29 22:27:53 transreid.train INFO: Epoch 109 done. Time per epoch: 129.883[s] Speed: 90.7[samples/s]
2024-04-29 22:28:00 transreid.train INFO: Epoch[110] Iter[10/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.52e-04
2024-04-29 22:28:07 transreid.train INFO: Epoch[110] Iter[20/186] Loss: 0.064, Acc: 0.993, Base Lr: 1.52e-04
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2024-04-29 22:30:02 transreid.train INFO: Epoch 110 done. Time per epoch: 129.127[s] Speed: 90.7[samples/s]
2024-04-29 22:30:09 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.091, Acc: 0.995, Base Lr: 1.26e-04
2024-04-29 22:30:16 transreid.train INFO: Epoch[111] Iter[20/186] Loss: 0.096, Acc: 0.992, Base Lr: 1.26e-04
2024-04-29 22:30:23 transreid.train INFO: Epoch[111] Iter[30/186] Loss: 0.086, Acc: 0.993, Base Lr: 1.26e-04
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2024-04-29 22:30:37 transreid.train INFO: Epoch[111] Iter[50/186] Loss: 0.079, Acc: 0.994, Base Lr: 1.26e-04
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2024-04-29 22:32:02 transreid.train INFO: Epoch[111] Iter[170/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.26e-04
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2024-04-29 22:32:12 transreid.train INFO: Epoch 111 done. Time per epoch: 130.086[s] Speed: 90.5[samples/s]
2024-04-29 22:32:19 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.072, Acc: 0.995, Base Lr: 1.03e-04
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2024-04-29 22:33:02 transreid.train INFO: Epoch[112] Iter[70/186] Loss: 0.062, Acc: 0.998, Base Lr: 1.03e-04
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2024-04-29 22:33:58 transreid.train INFO: Epoch[112] Iter[150/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.03e-04
2024-04-29 22:34:05 transreid.train INFO: Epoch[112] Iter[160/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.03e-04
2024-04-29 22:34:12 transreid.train INFO: Epoch[112] Iter[170/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.03e-04
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2024-04-29 22:34:22 transreid.train INFO: Epoch 112 done. Time per epoch: 129.944[s] Speed: 90.6[samples/s]
2024-04-29 22:34:29 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.084, Acc: 0.994, Base Lr: 8.28e-05
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2024-04-29 22:35:05 transreid.train INFO: Epoch[113] Iter[60/186] Loss: 0.075, Acc: 0.995, Base Lr: 8.28e-05
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2024-04-29 22:36:01 transreid.train INFO: Epoch[113] Iter[140/186] Loss: 0.064, Acc: 0.996, Base Lr: 8.28e-05
2024-04-29 22:36:08 transreid.train INFO: Epoch[113] Iter[150/186] Loss: 0.064, Acc: 0.996, Base Lr: 8.28e-05
2024-04-29 22:36:15 transreid.train INFO: Epoch[113] Iter[160/186] Loss: 0.063, Acc: 0.996, Base Lr: 8.28e-05
2024-04-29 22:36:22 transreid.train INFO: Epoch[113] Iter[170/186] Loss: 0.062, Acc: 0.996, Base Lr: 8.28e-05
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2024-04-29 22:36:31 transreid.train INFO: Epoch 113 done. Time per epoch: 129.713[s] Speed: 90.3[samples/s]
2024-04-29 22:36:39 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.074, Acc: 0.994, Base Lr: 6.51e-05
2024-04-29 22:36:46 transreid.train INFO: Epoch[114] Iter[20/186] Loss: 0.065, Acc: 0.995, Base Lr: 6.51e-05
2024-04-29 22:36:53 transreid.train INFO: Epoch[114] Iter[30/186] Loss: 0.073, Acc: 0.993, Base Lr: 6.51e-05
2024-04-29 22:37:00 transreid.train INFO: Epoch[114] Iter[40/186] Loss: 0.071, Acc: 0.994, Base Lr: 6.51e-05
2024-04-29 22:37:07 transreid.train INFO: Epoch[114] Iter[50/186] Loss: 0.066, Acc: 0.995, Base Lr: 6.51e-05
2024-04-29 22:37:14 transreid.train INFO: Epoch[114] Iter[60/186] Loss: 0.065, Acc: 0.995, Base Lr: 6.51e-05
2024-04-29 22:37:22 transreid.train INFO: Epoch[114] Iter[70/186] Loss: 0.062, Acc: 0.995, Base Lr: 6.51e-05
2024-04-29 22:37:29 transreid.train INFO: Epoch[114] Iter[80/186] Loss: 0.062, Acc: 0.995, Base Lr: 6.51e-05
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2024-04-29 22:37:57 transreid.train INFO: Epoch[114] Iter[120/186] Loss: 0.064, Acc: 0.995, Base Lr: 6.51e-05
2024-04-29 22:38:04 transreid.train INFO: Epoch[114] Iter[130/186] Loss: 0.062, Acc: 0.995, Base Lr: 6.51e-05
2024-04-29 22:38:11 transreid.train INFO: Epoch[114] Iter[140/186] Loss: 0.062, Acc: 0.995, Base Lr: 6.51e-05
2024-04-29 22:38:18 transreid.train INFO: Epoch[114] Iter[150/186] Loss: 0.061, Acc: 0.995, Base Lr: 6.51e-05
2024-04-29 22:38:25 transreid.train INFO: Epoch[114] Iter[160/186] Loss: 0.061, Acc: 0.995, Base Lr: 6.51e-05
2024-04-29 22:38:32 transreid.train INFO: Epoch[114] Iter[170/186] Loss: 0.060, Acc: 0.995, Base Lr: 6.51e-05
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2024-04-29 22:38:42 transreid.train INFO: Epoch 114 done. Time per epoch: 130.927[s] Speed: 89.9[samples/s]
2024-04-29 22:38:50 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.055, Acc: 0.994, Base Lr: 5.02e-05
2024-04-29 22:38:57 transreid.train INFO: Epoch[115] Iter[20/186] Loss: 0.067, Acc: 0.995, Base Lr: 5.02e-05
2024-04-29 22:39:04 transreid.train INFO: Epoch[115] Iter[30/186] Loss: 0.067, Acc: 0.996, Base Lr: 5.02e-05
2024-04-29 22:39:11 transreid.train INFO: Epoch[115] Iter[40/186] Loss: 0.063, Acc: 0.997, Base Lr: 5.02e-05
2024-04-29 22:39:18 transreid.train INFO: Epoch[115] Iter[50/186] Loss: 0.061, Acc: 0.997, Base Lr: 5.02e-05
2024-04-29 22:39:25 transreid.train INFO: Epoch[115] Iter[60/186] Loss: 0.060, Acc: 0.997, Base Lr: 5.02e-05
2024-04-29 22:39:32 transreid.train INFO: Epoch[115] Iter[70/186] Loss: 0.058, Acc: 0.997, Base Lr: 5.02e-05
2024-04-29 22:39:40 transreid.train INFO: Epoch[115] Iter[80/186] Loss: 0.057, Acc: 0.997, Base Lr: 5.02e-05
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2024-04-29 22:40:01 transreid.train INFO: Epoch[115] Iter[110/186] Loss: 0.055, Acc: 0.997, Base Lr: 5.02e-05
2024-04-29 22:40:08 transreid.train INFO: Epoch[115] Iter[120/186] Loss: 0.055, Acc: 0.997, Base Lr: 5.02e-05
2024-04-29 22:40:15 transreid.train INFO: Epoch[115] Iter[130/186] Loss: 0.055, Acc: 0.997, Base Lr: 5.02e-05
2024-04-29 22:40:22 transreid.train INFO: Epoch[115] Iter[140/186] Loss: 0.054, Acc: 0.997, Base Lr: 5.02e-05
2024-04-29 22:40:29 transreid.train INFO: Epoch[115] Iter[150/186] Loss: 0.054, Acc: 0.997, Base Lr: 5.02e-05
2024-04-29 22:40:36 transreid.train INFO: Epoch[115] Iter[160/186] Loss: 0.052, Acc: 0.997, Base Lr: 5.02e-05
2024-04-29 22:40:44 transreid.train INFO: Epoch[115] Iter[170/186] Loss: 0.053, Acc: 0.997, Base Lr: 5.02e-05
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2024-04-29 22:40:53 transreid.train INFO: Epoch 115 done. Time per epoch: 130.447[s] Speed: 89.8[samples/s]
2024-04-29 22:41:01 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.064, Acc: 0.995, Base Lr: 3.79e-05
2024-04-29 22:41:08 transreid.train INFO: Epoch[116] Iter[20/186] Loss: 0.064, Acc: 0.995, Base Lr: 3.79e-05
2024-04-29 22:41:15 transreid.train INFO: Epoch[116] Iter[30/186] Loss: 0.061, Acc: 0.995, Base Lr: 3.79e-05
2024-04-29 22:41:22 transreid.train INFO: Epoch[116] Iter[40/186] Loss: 0.070, Acc: 0.995, Base Lr: 3.79e-05
2024-04-29 22:41:29 transreid.train INFO: Epoch[116] Iter[50/186] Loss: 0.071, Acc: 0.995, Base Lr: 3.79e-05
2024-04-29 22:41:36 transreid.train INFO: Epoch[116] Iter[60/186] Loss: 0.069, Acc: 0.995, Base Lr: 3.79e-05
2024-04-29 22:41:43 transreid.train INFO: Epoch[116] Iter[70/186] Loss: 0.070, Acc: 0.994, Base Lr: 3.79e-05
2024-04-29 22:41:50 transreid.train INFO: Epoch[116] Iter[80/186] Loss: 0.067, Acc: 0.995, Base Lr: 3.79e-05
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2024-04-29 22:42:04 transreid.train INFO: Epoch[116] Iter[100/186] Loss: 0.062, Acc: 0.995, Base Lr: 3.79e-05
2024-04-29 22:42:11 transreid.train INFO: Epoch[116] Iter[110/186] Loss: 0.061, Acc: 0.996, Base Lr: 3.79e-05
2024-04-29 22:42:18 transreid.train INFO: Epoch[116] Iter[120/186] Loss: 0.061, Acc: 0.995, Base Lr: 3.79e-05
2024-04-29 22:42:25 transreid.train INFO: Epoch[116] Iter[130/186] Loss: 0.060, Acc: 0.995, Base Lr: 3.79e-05
2024-04-29 22:42:32 transreid.train INFO: Epoch[116] Iter[140/186] Loss: 0.059, Acc: 0.996, Base Lr: 3.79e-05
2024-04-29 22:42:39 transreid.train INFO: Epoch[116] Iter[150/186] Loss: 0.059, Acc: 0.996, Base Lr: 3.79e-05
2024-04-29 22:42:46 transreid.train INFO: Epoch[116] Iter[160/186] Loss: 0.058, Acc: 0.996, Base Lr: 3.79e-05
2024-04-29 22:42:54 transreid.train INFO: Epoch[116] Iter[170/186] Loss: 0.058, Acc: 0.996, Base Lr: 3.79e-05
2024-04-29 22:43:01 transreid.train INFO: Epoch[116] Iter[180/186] Loss: 0.056, Acc: 0.996, Base Lr: 3.79e-05
2024-04-29 22:43:03 transreid.train INFO: Epoch 116 done. Time per epoch: 130.600[s] Speed: 90.2[samples/s]
2024-04-29 22:43:11 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.074, Acc: 0.994, Base Lr: 2.83e-05
2024-04-29 22:43:18 transreid.train INFO: Epoch[117] Iter[20/186] Loss: 0.089, Acc: 0.993, Base Lr: 2.83e-05
2024-04-29 22:43:25 transreid.train INFO: Epoch[117] Iter[30/186] Loss: 0.079, Acc: 0.994, Base Lr: 2.83e-05
2024-04-29 22:43:32 transreid.train INFO: Epoch[117] Iter[40/186] Loss: 0.071, Acc: 0.995, Base Lr: 2.83e-05
2024-04-29 22:43:39 transreid.train INFO: Epoch[117] Iter[50/186] Loss: 0.075, Acc: 0.995, Base Lr: 2.83e-05
2024-04-29 22:43:46 transreid.train INFO: Epoch[117] Iter[60/186] Loss: 0.073, Acc: 0.995, Base Lr: 2.83e-05
2024-04-29 22:43:54 transreid.train INFO: Epoch[117] Iter[70/186] Loss: 0.070, Acc: 0.995, Base Lr: 2.83e-05
2024-04-29 22:44:01 transreid.train INFO: Epoch[117] Iter[80/186] Loss: 0.069, Acc: 0.996, Base Lr: 2.83e-05
2024-04-29 22:44:08 transreid.train INFO: Epoch[117] Iter[90/186] Loss: 0.068, Acc: 0.995, Base Lr: 2.83e-05
2024-04-29 22:44:15 transreid.train INFO: Epoch[117] Iter[100/186] Loss: 0.067, Acc: 0.995, Base Lr: 2.83e-05
2024-04-29 22:44:22 transreid.train INFO: Epoch[117] Iter[110/186] Loss: 0.066, Acc: 0.995, Base Lr: 2.83e-05
2024-04-29 22:44:29 transreid.train INFO: Epoch[117] Iter[120/186] Loss: 0.066, Acc: 0.996, Base Lr: 2.83e-05
2024-04-29 22:44:36 transreid.train INFO: Epoch[117] Iter[130/186] Loss: 0.063, Acc: 0.996, Base Lr: 2.83e-05
2024-04-29 22:44:43 transreid.train INFO: Epoch[117] Iter[140/186] Loss: 0.061, Acc: 0.996, Base Lr: 2.83e-05
2024-04-29 22:44:50 transreid.train INFO: Epoch[117] Iter[150/186] Loss: 0.059, Acc: 0.996, Base Lr: 2.83e-05
2024-04-29 22:44:57 transreid.train INFO: Epoch[117] Iter[160/186] Loss: 0.058, Acc: 0.996, Base Lr: 2.83e-05
2024-04-29 22:45:04 transreid.train INFO: Epoch[117] Iter[170/186] Loss: 0.057, Acc: 0.996, Base Lr: 2.83e-05
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2024-04-29 22:45:14 transreid.train INFO: Epoch 117 done. Time per epoch: 131.026[s] Speed: 89.9[samples/s]
2024-04-29 22:45:22 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.062, Acc: 0.997, Base Lr: 2.15e-05
2024-04-29 22:45:29 transreid.train INFO: Epoch[118] Iter[20/186] Loss: 0.088, Acc: 0.992, Base Lr: 2.15e-05
2024-04-29 22:45:36 transreid.train INFO: Epoch[118] Iter[30/186] Loss: 0.080, Acc: 0.993, Base Lr: 2.15e-05
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2024-04-29 22:45:57 transreid.train INFO: Epoch[118] Iter[60/186] Loss: 0.074, Acc: 0.994, Base Lr: 2.15e-05
2024-04-29 22:46:04 transreid.train INFO: Epoch[118] Iter[70/186] Loss: 0.073, Acc: 0.994, Base Lr: 2.15e-05
2024-04-29 22:46:11 transreid.train INFO: Epoch[118] Iter[80/186] Loss: 0.073, Acc: 0.994, Base Lr: 2.15e-05
2024-04-29 22:46:19 transreid.train INFO: Epoch[118] Iter[90/186] Loss: 0.072, Acc: 0.994, Base Lr: 2.15e-05
2024-04-29 22:46:26 transreid.train INFO: Epoch[118] Iter[100/186] Loss: 0.072, Acc: 0.994, Base Lr: 2.15e-05
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2024-04-29 22:46:40 transreid.train INFO: Epoch[118] Iter[120/186] Loss: 0.072, Acc: 0.994, Base Lr: 2.15e-05
2024-04-29 22:46:47 transreid.train INFO: Epoch[118] Iter[130/186] Loss: 0.069, Acc: 0.995, Base Lr: 2.15e-05
2024-04-29 22:46:54 transreid.train INFO: Epoch[118] Iter[140/186] Loss: 0.068, Acc: 0.995, Base Lr: 2.15e-05
2024-04-29 22:47:01 transreid.train INFO: Epoch[118] Iter[150/186] Loss: 0.066, Acc: 0.995, Base Lr: 2.15e-05
2024-04-29 22:47:08 transreid.train INFO: Epoch[118] Iter[160/186] Loss: 0.066, Acc: 0.995, Base Lr: 2.15e-05
2024-04-29 22:47:15 transreid.train INFO: Epoch[118] Iter[170/186] Loss: 0.065, Acc: 0.995, Base Lr: 2.15e-05
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2024-04-29 22:47:25 transreid.train INFO: Epoch 118 done. Time per epoch: 130.679[s] Speed: 90.1[samples/s]
2024-04-29 22:47:33 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.063, Acc: 0.998, Base Lr: 1.74e-05
2024-04-29 22:47:40 transreid.train INFO: Epoch[119] Iter[20/186] Loss: 0.064, Acc: 0.997, Base Lr: 1.74e-05
2024-04-29 22:47:47 transreid.train INFO: Epoch[119] Iter[30/186] Loss: 0.060, Acc: 0.996, Base Lr: 1.74e-05
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2024-04-29 22:48:01 transreid.train INFO: Epoch[119] Iter[50/186] Loss: 0.068, Acc: 0.996, Base Lr: 1.74e-05
2024-04-29 22:48:08 transreid.train INFO: Epoch[119] Iter[60/186] Loss: 0.069, Acc: 0.996, Base Lr: 1.74e-05
2024-04-29 22:48:15 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.070, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 22:48:22 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.067, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 22:48:29 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.068, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 22:48:36 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.069, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 22:48:43 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.067, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 22:48:51 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.066, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 22:48:58 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.065, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 22:49:05 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.063, Acc: 0.996, Base Lr: 1.74e-05
2024-04-29 22:49:12 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.062, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 22:49:19 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.062, Acc: 0.996, Base Lr: 1.74e-05
2024-04-29 22:49:26 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.062, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 22:49:33 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.061, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 22:49:36 transreid.train INFO: Epoch 119 done. Time per epoch: 130.911[s] Speed: 90.0[samples/s]
2024-04-29 22:49:44 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.044, Acc: 1.000, Base Lr: 1.60e-05
2024-04-29 22:49:51 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.050, Acc: 0.998, Base Lr: 1.60e-05
2024-04-29 22:49:58 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.60e-05
2024-04-29 22:50:05 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.60e-05
2024-04-29 22:50:12 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.059, Acc: 0.996, Base Lr: 1.60e-05
2024-04-29 22:50:19 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.062, Acc: 0.995, Base Lr: 1.60e-05
2024-04-29 22:50:26 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.060, Acc: 0.996, Base Lr: 1.60e-05
2024-04-29 22:50:33 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.058, Acc: 0.996, Base Lr: 1.60e-05
2024-04-29 22:50:40 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.057, Acc: 0.996, Base Lr: 1.60e-05
2024-04-29 22:50:47 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.060, Acc: 0.996, Base Lr: 1.60e-05
2024-04-29 22:50:54 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.062, Acc: 0.996, Base Lr: 1.60e-05
2024-04-29 22:51:02 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.060, Acc: 0.996, Base Lr: 1.60e-05
2024-04-29 22:51:09 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.061, Acc: 0.996, Base Lr: 1.60e-05
2024-04-29 22:51:16 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.061, Acc: 0.996, Base Lr: 1.60e-05
2024-04-29 22:51:23 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.060, Acc: 0.996, Base Lr: 1.60e-05
2024-04-29 22:51:30 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.059, Acc: 0.996, Base Lr: 1.60e-05
2024-04-29 22:51:37 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.057, Acc: 0.996, Base Lr: 1.60e-05
2024-04-29 22:51:44 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.057, Acc: 0.996, Base Lr: 1.60e-05
2024-04-29 22:51:47 transreid.train INFO: Epoch 120 done. Time per epoch: 130.952[s] Speed: 89.9[samples/s]
2024-04-29 22:52:36 transreid.train INFO: Validation Results - Epoch: 120
2024-04-29 22:52:36 transreid.train INFO: mAP: 67.4%
2024-04-29 22:52:36 transreid.train INFO: CMC curve, Rank-1  :85.5%
2024-04-29 22:52:36 transreid.train INFO: CMC curve, Rank-5  :95.0%
2024-04-29 22:52:36 transreid.train INFO: CMC curve, Rank-10 :96.6%
