2024-05-14 15:41:50 transreid INFO: Saving model in the path :log/transreid/market/ghostnet1_0_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-14 15:41:50 transreid INFO: Loaded configuration file configs/market/ghostnet1_0.yml
2024-05-14 15:41:50 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: data/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 3
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: ghostnet_1_0
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/state_dict_73.98.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/ghostnet1_0_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: 
2024-05-14 15:41:50 transreid.check INFO: Dataset statistics:
2024-05-14 15:41:50 transreid.check INFO:   ----------------------------------------
2024-05-14 15:41:50 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-14 15:41:50 transreid.check INFO:   ----------------------------------------
2024-05-14 15:41:50 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-14 15:41:50 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-14 15:41:50 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-14 15:41:50 transreid.check INFO:   ----------------------------------------
2024-05-14 15:41:51 transreid INFO: ===========using cosine learning rate=======
2024-05-14 15:41:51 transreid.train INFO: start training
2024-05-14 15:41:57 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 8.870, Acc: 0.000, Base Lr: 4.76e-04
2024-05-14 15:41:58 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 8.890, Acc: 0.001, Base Lr: 4.76e-04
2024-05-14 15:41:59 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 8.872, Acc: 0.001, Base Lr: 4.76e-04
2024-05-14 15:42:00 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 8.875, Acc: 0.001, Base Lr: 4.76e-04
2024-05-14 15:42:01 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 8.855, Acc: 0.001, Base Lr: 4.76e-04
2024-05-14 15:42:01 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 8.868, Acc: 0.001, Base Lr: 4.76e-04
2024-05-14 15:42:02 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 8.859, Acc: 0.001, Base Lr: 4.76e-04
2024-05-14 15:42:03 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 8.846, Acc: 0.001, Base Lr: 4.76e-04
2024-05-14 15:42:04 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 8.829, Acc: 0.002, Base Lr: 4.76e-04
2024-05-14 15:42:05 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 8.815, Acc: 0.001, Base Lr: 4.76e-04
2024-05-14 15:42:06 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 8.812, Acc: 0.002, Base Lr: 4.76e-04
2024-05-14 15:42:07 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 8.799, Acc: 0.002, Base Lr: 4.76e-04
2024-05-14 15:42:08 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 8.792, Acc: 0.002, Base Lr: 4.76e-04
2024-05-14 15:42:09 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 8.789, Acc: 0.002, Base Lr: 4.76e-04
2024-05-14 15:42:10 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 8.785, Acc: 0.002, Base Lr: 4.76e-04
2024-05-14 15:42:11 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.778, Acc: 0.002, Base Lr: 4.76e-04
2024-05-14 15:42:12 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.774, Acc: 0.002, Base Lr: 4.76e-04
2024-05-14 15:42:13 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.770, Acc: 0.002, Base Lr: 4.76e-04
2024-05-14 15:42:13 transreid.train INFO: Epoch 1 done. Time per epoch: 22.126[s] Speed: 529.3[samples/s]
2024-05-14 15:42:15 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.586, Acc: 0.009, Base Lr: 8.72e-04
2024-05-14 15:42:16 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.537, Acc: 0.008, Base Lr: 8.72e-04
2024-05-14 15:42:17 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.502, Acc: 0.013, Base Lr: 8.72e-04
2024-05-14 15:42:18 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.479, Acc: 0.016, Base Lr: 8.72e-04
2024-05-14 15:42:19 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 8.461, Acc: 0.018, Base Lr: 8.72e-04
2024-05-14 15:42:19 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.449, Acc: 0.019, Base Lr: 8.72e-04
2024-05-14 15:42:21 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 8.434, Acc: 0.020, Base Lr: 8.72e-04
2024-05-14 15:42:21 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 8.419, Acc: 0.021, Base Lr: 8.72e-04
2024-05-14 15:42:22 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 8.400, Acc: 0.022, Base Lr: 8.72e-04
2024-05-14 15:42:23 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 8.387, Acc: 0.024, Base Lr: 8.72e-04
2024-05-14 15:42:24 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 8.375, Acc: 0.027, Base Lr: 8.72e-04
2024-05-14 15:42:25 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 8.364, Acc: 0.031, Base Lr: 8.72e-04
2024-05-14 15:42:26 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 8.353, Acc: 0.034, Base Lr: 8.72e-04
2024-05-14 15:42:27 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 8.341, Acc: 0.038, Base Lr: 8.72e-04
2024-05-14 15:42:28 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 8.334, Acc: 0.042, Base Lr: 8.72e-04
2024-05-14 15:42:29 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 8.318, Acc: 0.046, Base Lr: 8.72e-04
2024-05-14 15:42:30 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 8.304, Acc: 0.051, Base Lr: 8.72e-04
2024-05-14 15:42:31 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 8.295, Acc: 0.063, Base Lr: 8.72e-04
2024-05-14 15:42:31 transreid.train INFO: Epoch 2 done. Time per epoch: 18.002[s] Speed: 650.6[samples/s]
2024-05-14 15:42:33 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 8.126, Acc: 0.050, Base Lr: 1.27e-03
2024-05-14 15:42:34 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 8.109, Acc: 0.058, Base Lr: 1.27e-03
2024-05-14 15:42:35 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 8.098, Acc: 0.061, Base Lr: 1.27e-03
2024-05-14 15:42:36 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 8.079, Acc: 0.070, Base Lr: 1.27e-03
2024-05-14 15:42:37 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 8.066, Acc: 0.076, Base Lr: 1.27e-03
2024-05-14 15:42:38 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 8.053, Acc: 0.074, Base Lr: 1.27e-03
2024-05-14 15:42:39 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 8.040, Acc: 0.074, Base Lr: 1.27e-03
2024-05-14 15:42:40 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 8.032, Acc: 0.078, Base Lr: 1.27e-03
2024-05-14 15:42:41 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 8.018, Acc: 0.082, Base Lr: 1.27e-03
2024-05-14 15:42:42 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 8.005, Acc: 0.087, Base Lr: 1.27e-03
2024-05-14 15:42:43 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.994, Acc: 0.090, Base Lr: 1.27e-03
2024-05-14 15:42:44 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.981, Acc: 0.092, Base Lr: 1.27e-03
2024-05-14 15:42:45 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.970, Acc: 0.096, Base Lr: 1.27e-03
2024-05-14 15:42:45 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.957, Acc: 0.100, Base Lr: 1.27e-03
2024-05-14 15:42:46 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.947, Acc: 0.105, Base Lr: 1.27e-03
2024-05-14 15:42:47 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.931, Acc: 0.109, Base Lr: 1.27e-03
2024-05-14 15:42:48 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.919, Acc: 0.115, Base Lr: 1.27e-03
2024-05-14 15:42:49 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.899, Acc: 0.128, Base Lr: 1.27e-03
2024-05-14 15:42:50 transreid.train INFO: Epoch 3 done. Time per epoch: 18.285[s] Speed: 640.5[samples/s]
2024-05-14 15:42:51 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 7.700, Acc: 0.080, Base Lr: 1.66e-03
2024-05-14 15:42:52 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.717, Acc: 0.084, Base Lr: 1.66e-03
2024-05-14 15:42:53 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 7.692, Acc: 0.085, Base Lr: 1.66e-03
2024-05-14 15:42:54 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 7.689, Acc: 0.080, Base Lr: 1.66e-03
2024-05-14 15:42:55 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 7.684, Acc: 0.079, Base Lr: 1.66e-03
2024-05-14 15:42:56 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 7.661, Acc: 0.079, Base Lr: 1.66e-03
2024-05-14 15:42:57 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 7.643, Acc: 0.084, Base Lr: 1.66e-03
2024-05-14 15:42:58 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 7.624, Acc: 0.085, Base Lr: 1.66e-03
2024-05-14 15:42:59 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 7.600, Acc: 0.090, Base Lr: 1.66e-03
2024-05-14 15:43:00 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 7.583, Acc: 0.094, Base Lr: 1.66e-03
2024-05-14 15:43:01 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 7.566, Acc: 0.098, Base Lr: 1.66e-03
2024-05-14 15:43:02 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 7.545, Acc: 0.104, Base Lr: 1.66e-03
2024-05-14 15:43:03 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 7.523, Acc: 0.111, Base Lr: 1.66e-03
2024-05-14 15:43:04 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 7.496, Acc: 0.118, Base Lr: 1.66e-03
2024-05-14 15:43:05 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 7.469, Acc: 0.124, Base Lr: 1.66e-03
2024-05-14 15:43:05 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 7.436, Acc: 0.132, Base Lr: 1.66e-03
2024-05-14 15:43:06 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 7.396, Acc: 0.143, Base Lr: 1.66e-03
2024-05-14 15:43:07 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 7.358, Acc: 0.156, Base Lr: 1.66e-03
2024-05-14 15:43:08 transreid.train INFO: Epoch 4 done. Time per epoch: 18.176[s] Speed: 644.4[samples/s]
2024-05-14 15:43:09 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 7.205, Acc: 0.086, Base Lr: 2.06e-03
2024-05-14 15:43:10 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 7.187, Acc: 0.075, Base Lr: 2.06e-03
2024-05-14 15:43:11 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 7.132, Acc: 0.075, Base Lr: 2.06e-03
2024-05-14 15:43:12 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 7.113, Acc: 0.073, Base Lr: 2.06e-03
2024-05-14 15:43:13 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 7.057, Acc: 0.080, Base Lr: 2.06e-03
2024-05-14 15:43:14 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 7.016, Acc: 0.085, Base Lr: 2.06e-03
2024-05-14 15:43:15 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 6.981, Acc: 0.091, Base Lr: 2.06e-03
2024-05-14 15:43:16 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 6.938, Acc: 0.104, Base Lr: 2.06e-03
2024-05-14 15:43:17 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 6.900, Acc: 0.113, Base Lr: 2.06e-03
2024-05-14 15:43:18 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 6.848, Acc: 0.121, Base Lr: 2.06e-03
2024-05-14 15:43:19 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 6.826, Acc: 0.123, Base Lr: 2.06e-03
2024-05-14 15:43:20 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 6.796, Acc: 0.124, Base Lr: 2.06e-03
2024-05-14 15:43:21 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 6.774, Acc: 0.128, Base Lr: 2.06e-03
2024-05-14 15:43:22 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 6.731, Acc: 0.133, Base Lr: 2.06e-03
2024-05-14 15:43:23 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 6.684, Acc: 0.141, Base Lr: 2.06e-03
2024-05-14 15:43:24 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 6.633, Acc: 0.148, Base Lr: 2.06e-03
2024-05-14 15:43:25 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 6.570, Acc: 0.159, Base Lr: 2.06e-03
2024-05-14 15:43:26 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 6.488, Acc: 0.177, Base Lr: 2.06e-03
2024-05-14 15:43:26 transreid.train INFO: Epoch 5 done. Time per epoch: 18.414[s] Speed: 639.5[samples/s]
2024-05-14 15:43:28 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 6.365, Acc: 0.094, Base Lr: 2.46e-03
2024-05-14 15:43:29 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 6.332, Acc: 0.091, Base Lr: 2.46e-03
2024-05-14 15:43:30 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 6.343, Acc: 0.087, Base Lr: 2.46e-03
2024-05-14 15:43:31 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 6.298, Acc: 0.096, Base Lr: 2.46e-03
2024-05-14 15:43:32 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 6.231, Acc: 0.108, Base Lr: 2.46e-03
2024-05-14 15:43:33 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 6.151, Acc: 0.122, Base Lr: 2.46e-03
2024-05-14 15:43:34 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 6.097, Acc: 0.132, Base Lr: 2.46e-03
2024-05-14 15:43:35 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 6.044, Acc: 0.140, Base Lr: 2.46e-03
2024-05-14 15:43:35 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 5.980, Acc: 0.152, Base Lr: 2.46e-03
2024-05-14 15:43:36 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 5.944, Acc: 0.154, Base Lr: 2.46e-03
2024-05-14 15:43:37 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 5.885, Acc: 0.165, Base Lr: 2.46e-03
2024-05-14 15:43:38 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 5.824, Acc: 0.178, Base Lr: 2.46e-03
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2024-05-14 15:43:40 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 5.729, Acc: 0.192, Base Lr: 2.46e-03
2024-05-14 15:43:41 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 5.658, Acc: 0.202, Base Lr: 2.46e-03
2024-05-14 15:43:42 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 5.580, Acc: 0.217, Base Lr: 2.46e-03
2024-05-14 15:43:43 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 5.481, Acc: 0.235, Base Lr: 2.46e-03
2024-05-14 15:43:44 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 5.373, Acc: 0.256, Base Lr: 2.46e-03
2024-05-14 15:43:44 transreid.train INFO: Epoch 6 done. Time per epoch: 18.267[s] Speed: 641.2[samples/s]
2024-05-14 15:43:46 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 5.451, Acc: 0.139, Base Lr: 2.85e-03
2024-05-14 15:43:47 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 5.437, Acc: 0.155, Base Lr: 2.85e-03
2024-05-14 15:43:48 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 5.338, Acc: 0.172, Base Lr: 2.85e-03
2024-05-14 15:43:49 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 5.289, Acc: 0.188, Base Lr: 2.85e-03
2024-05-14 15:43:50 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 5.213, Acc: 0.204, Base Lr: 2.85e-03
2024-05-14 15:43:51 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 5.119, Acc: 0.219, Base Lr: 2.85e-03
2024-05-14 15:43:52 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 5.017, Acc: 0.239, Base Lr: 2.85e-03
2024-05-14 15:43:52 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 4.959, Acc: 0.252, Base Lr: 2.85e-03
2024-05-14 15:43:53 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 4.885, Acc: 0.265, Base Lr: 2.85e-03
2024-05-14 15:43:54 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 4.820, Acc: 0.278, Base Lr: 2.85e-03
2024-05-14 15:43:55 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 4.778, Acc: 0.287, Base Lr: 2.85e-03
2024-05-14 15:43:56 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 4.722, Acc: 0.298, Base Lr: 2.85e-03
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2024-05-14 15:44:02 transreid.train INFO: Epoch 7 done. Time per epoch: 17.986[s] Speed: 651.2[samples/s]
2024-05-14 15:44:04 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 4.425, Acc: 0.295, Base Lr: 3.25e-03
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2024-05-14 15:44:21 transreid.train INFO: Epoch 8 done. Time per epoch: 18.227[s] Speed: 642.6[samples/s]
2024-05-14 15:44:22 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 3.793, Acc: 0.375, Base Lr: 3.64e-03
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2024-05-14 15:44:39 transreid.train INFO: Epoch 9 done. Time per epoch: 18.342[s] Speed: 642.0[samples/s]
2024-05-14 15:44:41 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 2.838, Acc: 0.542, Base Lr: 4.04e-03
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2024-05-14 15:44:58 transreid.train INFO: Epoch 10 done. Time per epoch: 18.510[s] Speed: 632.7[samples/s]
2024-05-14 15:44:59 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 2.389, Acc: 0.628, Base Lr: 4.44e-03
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2024-05-14 15:45:16 transreid.train INFO: Epoch 11 done. Time per epoch: 18.430[s] Speed: 635.5[samples/s]
2024-05-14 15:45:18 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 1.938, Acc: 0.677, Base Lr: 4.83e-03
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2024-05-14 15:45:34 transreid.train INFO: Epoch 12 done. Time per epoch: 18.189[s] Speed: 643.9[samples/s]
2024-05-14 15:45:36 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 1.696, Acc: 0.730, Base Lr: 5.23e-03
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2024-05-14 15:45:52 transreid.train INFO: Epoch 13 done. Time per epoch: 18.165[s] Speed: 644.8[samples/s]
2024-05-14 15:45:54 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 1.449, Acc: 0.773, Base Lr: 5.62e-03
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2024-05-14 15:46:11 transreid.train INFO: Epoch 14 done. Time per epoch: 18.260[s] Speed: 644.9[samples/s]
2024-05-14 15:46:12 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 1.176, Acc: 0.861, Base Lr: 6.02e-03
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2024-05-14 15:46:29 transreid.train INFO: Epoch 15 done. Time per epoch: 18.295[s] Speed: 640.2[samples/s]
2024-05-14 15:46:31 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 0.951, Acc: 0.887, Base Lr: 6.42e-03
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2024-05-14 15:46:47 transreid.train INFO: Epoch 16 done. Time per epoch: 18.295[s] Speed: 640.2[samples/s]
2024-05-14 15:46:49 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.747, Acc: 0.934, Base Lr: 6.81e-03
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2024-05-14 15:47:06 transreid.train INFO: Epoch 17 done. Time per epoch: 18.352[s] Speed: 638.2[samples/s]
2024-05-14 15:47:07 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.643, Acc: 0.941, Base Lr: 7.21e-03
2024-05-14 15:47:08 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 0.700, Acc: 0.925, Base Lr: 7.21e-03
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2024-05-14 15:47:24 transreid.train INFO: Epoch 18 done. Time per epoch: 18.271[s] Speed: 641.0[samples/s]
2024-05-14 15:47:25 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.604, Acc: 0.944, Base Lr: 7.60e-03
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2024-05-14 15:47:42 transreid.train INFO: Epoch 19 done. Time per epoch: 18.124[s] Speed: 649.7[samples/s]
2024-05-14 15:47:44 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.558, Acc: 0.948, Base Lr: 7.47e-03
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2024-05-14 15:48:00 transreid.train INFO: Epoch 20 done. Time per epoch: 18.447[s] Speed: 634.9[samples/s]
2024-05-14 15:48:15 transreid.train INFO: Validation Results - Epoch: 20
2024-05-14 15:48:15 transreid.train INFO: mAP: 67.9%
2024-05-14 15:48:15 transreid.train INFO: CMC curve, Rank-1  :85.4%
2024-05-14 15:48:15 transreid.train INFO: CMC curve, Rank-5  :94.4%
2024-05-14 15:48:15 transreid.train INFO: CMC curve, Rank-10 :96.6%
2024-05-14 15:48:16 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.648, Acc: 0.952, Base Lr: 7.41e-03
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2024-05-14 15:48:22 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.535, Acc: 0.956, Base Lr: 7.41e-03
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2024-05-14 15:48:24 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.504, Acc: 0.960, Base Lr: 7.41e-03
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2024-05-14 15:48:33 transreid.train INFO: Epoch 21 done. Time per epoch: 18.504[s] Speed: 636.4[samples/s]
2024-05-14 15:48:35 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.485, Acc: 0.966, Base Lr: 7.36e-03
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2024-05-14 15:48:52 transreid.train INFO: Epoch 22 done. Time per epoch: 18.528[s] Speed: 632.1[samples/s]
2024-05-14 15:48:53 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.468, Acc: 0.964, Base Lr: 7.30e-03
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2024-05-14 15:49:10 transreid.train INFO: Epoch 23 done. Time per epoch: 18.405[s] Speed: 636.4[samples/s]
2024-05-14 15:49:12 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.384, Acc: 0.978, Base Lr: 7.24e-03
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2024-05-14 15:49:28 transreid.train INFO: Epoch 24 done. Time per epoch: 18.319[s] Speed: 642.8[samples/s]
2024-05-14 15:49:30 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.422, Acc: 0.966, Base Lr: 7.18e-03
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2024-05-14 15:49:47 transreid.train INFO: Epoch 25 done. Time per epoch: 18.453[s] Speed: 634.7[samples/s]
2024-05-14 15:49:49 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.415, Acc: 0.969, Base Lr: 7.11e-03
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2024-05-14 15:50:05 transreid.train INFO: Epoch 26 done. Time per epoch: 18.064[s] Speed: 648.3[samples/s]
2024-05-14 15:50:07 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.341, Acc: 0.977, Base Lr: 7.04e-03
2024-05-14 15:50:08 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.318, Acc: 0.977, Base Lr: 7.04e-03
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2024-05-14 15:50:24 transreid.train INFO: Epoch 27 done. Time per epoch: 18.595[s] Speed: 629.8[samples/s]
2024-05-14 15:50:25 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.266, Acc: 0.977, Base Lr: 6.97e-03
2024-05-14 15:50:26 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.298, Acc: 0.976, Base Lr: 6.97e-03
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2024-05-14 15:50:42 transreid.train INFO: Epoch 28 done. Time per epoch: 18.381[s] Speed: 637.2[samples/s]
2024-05-14 15:50:43 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.347, Acc: 0.964, Base Lr: 6.90e-03
2024-05-14 15:50:44 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 0.333, Acc: 0.970, Base Lr: 6.90e-03
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2024-05-14 15:51:00 transreid.train INFO: Epoch 29 done. Time per epoch: 18.195[s] Speed: 643.7[samples/s]
2024-05-14 15:51:02 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.333, Acc: 0.978, Base Lr: 6.83e-03
2024-05-14 15:51:03 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.316, Acc: 0.977, Base Lr: 6.83e-03
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2024-05-14 15:51:05 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 0.349, Acc: 0.972, Base Lr: 6.83e-03
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2024-05-14 15:51:08 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.330, Acc: 0.975, Base Lr: 6.83e-03
2024-05-14 15:51:09 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.334, Acc: 0.974, Base Lr: 6.83e-03
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2024-05-14 15:51:11 transreid.train INFO: Epoch[30] Iter[100/186] Loss: 0.322, Acc: 0.976, Base Lr: 6.83e-03
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2024-05-14 15:51:19 transreid.train INFO: Epoch 30 done. Time per epoch: 18.898[s] Speed: 623.1[samples/s]
2024-05-14 15:51:21 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.336, Acc: 0.975, Base Lr: 6.76e-03
2024-05-14 15:51:22 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 0.300, Acc: 0.977, Base Lr: 6.76e-03
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2024-05-14 15:51:27 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 0.310, Acc: 0.975, Base Lr: 6.76e-03
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2024-05-14 15:51:37 transreid.train INFO: Epoch 31 done. Time per epoch: 18.138[s] Speed: 642.2[samples/s]
2024-05-14 15:51:39 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.242, Acc: 0.980, Base Lr: 6.68e-03
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2024-05-14 15:51:56 transreid.train INFO: Epoch 32 done. Time per epoch: 18.415[s] Speed: 636.0[samples/s]
2024-05-14 15:51:57 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.328, Acc: 0.977, Base Lr: 6.60e-03
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2024-05-14 15:52:14 transreid.train INFO: Epoch 33 done. Time per epoch: 18.630[s] Speed: 632.1[samples/s]
2024-05-14 15:52:16 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.297, Acc: 0.969, Base Lr: 6.52e-03
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2024-05-14 15:52:32 transreid.train INFO: Epoch 34 done. Time per epoch: 18.214[s] Speed: 646.5[samples/s]
2024-05-14 15:52:34 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.289, Acc: 0.986, Base Lr: 6.44e-03
2024-05-14 15:52:35 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.272, Acc: 0.985, Base Lr: 6.44e-03
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2024-05-14 15:52:51 transreid.train INFO: Epoch 35 done. Time per epoch: 18.759[s] Speed: 627.8[samples/s]
2024-05-14 15:52:53 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.193, Acc: 0.989, Base Lr: 6.35e-03
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2024-05-14 15:53:10 transreid.train INFO: Epoch 36 done. Time per epoch: 18.480[s] Speed: 637.2[samples/s]
2024-05-14 15:53:11 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.220, Acc: 0.983, Base Lr: 6.27e-03
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2024-05-14 15:53:28 transreid.train INFO: Epoch 37 done. Time per epoch: 18.541[s] Speed: 635.1[samples/s]
2024-05-14 15:53:30 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.213, Acc: 0.988, Base Lr: 6.18e-03
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2024-05-14 15:53:47 transreid.train INFO: Epoch 38 done. Time per epoch: 18.337[s] Speed: 638.7[samples/s]
2024-05-14 15:53:48 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.272, Acc: 0.989, Base Lr: 6.09e-03
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2024-05-14 15:53:54 transreid.train INFO: Epoch[39] Iter[70/186] Loss: 0.236, Acc: 0.983, Base Lr: 6.09e-03
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2024-05-14 15:54:05 transreid.train INFO: Epoch 39 done. Time per epoch: 18.287[s] Speed: 640.4[samples/s]
2024-05-14 15:54:07 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.261, Acc: 0.992, Base Lr: 6.00e-03
2024-05-14 15:54:07 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.231, Acc: 0.989, Base Lr: 6.00e-03
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2024-05-14 15:54:11 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.240, Acc: 0.988, Base Lr: 6.00e-03
2024-05-14 15:54:12 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.242, Acc: 0.987, Base Lr: 6.00e-03
2024-05-14 15:54:13 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.237, Acc: 0.987, Base Lr: 6.00e-03
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2024-05-14 15:54:15 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.230, Acc: 0.987, Base Lr: 6.00e-03
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2024-05-14 15:54:20 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.223, Acc: 0.988, Base Lr: 6.00e-03
2024-05-14 15:54:21 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.219, Acc: 0.988, Base Lr: 6.00e-03
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2024-05-14 15:54:23 transreid.train INFO: Epoch 40 done. Time per epoch: 18.590[s] Speed: 630.0[samples/s]
2024-05-14 15:54:37 transreid.train INFO: Validation Results - Epoch: 40
2024-05-14 15:54:37 transreid.train INFO: mAP: 73.1%
2024-05-14 15:54:37 transreid.train INFO: CMC curve, Rank-1  :87.6%
2024-05-14 15:54:37 transreid.train INFO: CMC curve, Rank-5  :95.9%
2024-05-14 15:54:37 transreid.train INFO: CMC curve, Rank-10 :97.3%
2024-05-14 15:54:38 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.241, Acc: 0.989, Base Lr: 5.91e-03
2024-05-14 15:54:39 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.240, Acc: 0.988, Base Lr: 5.91e-03
2024-05-14 15:54:40 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.223, Acc: 0.987, Base Lr: 5.91e-03
2024-05-14 15:54:41 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.220, Acc: 0.988, Base Lr: 5.91e-03
2024-05-14 15:54:42 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.218, Acc: 0.988, Base Lr: 5.91e-03
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2024-05-14 15:54:44 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.219, Acc: 0.988, Base Lr: 5.91e-03
2024-05-14 15:54:45 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.213, Acc: 0.989, Base Lr: 5.91e-03
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2024-05-14 15:54:51 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.189, Acc: 0.990, Base Lr: 5.91e-03
2024-05-14 15:54:52 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.187, Acc: 0.990, Base Lr: 5.91e-03
2024-05-14 15:54:53 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.186, Acc: 0.990, Base Lr: 5.91e-03
2024-05-14 15:54:54 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.185, Acc: 0.990, Base Lr: 5.91e-03
2024-05-14 15:54:55 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.182, Acc: 0.990, Base Lr: 5.91e-03
2024-05-14 15:54:55 transreid.train INFO: Epoch 41 done. Time per epoch: 18.671[s] Speed: 630.7[samples/s]
2024-05-14 15:54:57 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.175, Acc: 0.988, Base Lr: 5.82e-03
2024-05-14 15:54:58 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.201, Acc: 0.988, Base Lr: 5.82e-03
2024-05-14 15:54:59 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.199, Acc: 0.988, Base Lr: 5.82e-03
2024-05-14 15:55:00 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.205, Acc: 0.986, Base Lr: 5.82e-03
2024-05-14 15:55:01 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.203, Acc: 0.986, Base Lr: 5.82e-03
2024-05-14 15:55:02 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.200, Acc: 0.987, Base Lr: 5.82e-03
2024-05-14 15:55:03 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.204, Acc: 0.987, Base Lr: 5.82e-03
2024-05-14 15:55:04 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.198, Acc: 0.988, Base Lr: 5.82e-03
2024-05-14 15:55:05 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.204, Acc: 0.987, Base Lr: 5.82e-03
2024-05-14 15:55:06 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.199, Acc: 0.987, Base Lr: 5.82e-03
2024-05-14 15:55:07 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.202, Acc: 0.987, Base Lr: 5.82e-03
2024-05-14 15:55:08 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.198, Acc: 0.987, Base Lr: 5.82e-03
2024-05-14 15:55:09 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.195, Acc: 0.988, Base Lr: 5.82e-03
2024-05-14 15:55:10 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.194, Acc: 0.987, Base Lr: 5.82e-03
2024-05-14 15:55:11 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.191, Acc: 0.988, Base Lr: 5.82e-03
2024-05-14 15:55:12 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.190, Acc: 0.988, Base Lr: 5.82e-03
2024-05-14 15:55:13 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.188, Acc: 0.988, Base Lr: 5.82e-03
2024-05-14 15:55:14 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.185, Acc: 0.989, Base Lr: 5.82e-03
2024-05-14 15:55:14 transreid.train INFO: Epoch 42 done. Time per epoch: 18.631[s] Speed: 632.1[samples/s]
2024-05-14 15:55:16 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.191, Acc: 0.986, Base Lr: 5.73e-03
2024-05-14 15:55:17 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.181, Acc: 0.988, Base Lr: 5.73e-03
2024-05-14 15:55:18 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.178, Acc: 0.988, Base Lr: 5.73e-03
2024-05-14 15:55:19 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.193, Acc: 0.986, Base Lr: 5.73e-03
2024-05-14 15:55:19 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.186, Acc: 0.987, Base Lr: 5.73e-03
2024-05-14 15:55:20 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.183, Acc: 0.988, Base Lr: 5.73e-03
2024-05-14 15:55:21 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.187, Acc: 0.988, Base Lr: 5.73e-03
2024-05-14 15:55:22 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.185, Acc: 0.988, Base Lr: 5.73e-03
2024-05-14 15:55:23 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.186, Acc: 0.988, Base Lr: 5.73e-03
2024-05-14 15:55:24 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.187, Acc: 0.988, Base Lr: 5.73e-03
2024-05-14 15:55:25 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.186, Acc: 0.988, Base Lr: 5.73e-03
2024-05-14 15:55:26 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.182, Acc: 0.989, Base Lr: 5.73e-03
2024-05-14 15:55:27 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.180, Acc: 0.989, Base Lr: 5.73e-03
2024-05-14 15:55:28 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.182, Acc: 0.989, Base Lr: 5.73e-03
2024-05-14 15:55:29 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.179, Acc: 0.989, Base Lr: 5.73e-03
2024-05-14 15:55:30 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.177, Acc: 0.989, Base Lr: 5.73e-03
2024-05-14 15:55:31 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.176, Acc: 0.990, Base Lr: 5.73e-03
2024-05-14 15:55:32 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.173, Acc: 0.990, Base Lr: 5.73e-03
2024-05-14 15:55:32 transreid.train INFO: Epoch 43 done. Time per epoch: 18.421[s] Speed: 639.3[samples/s]
2024-05-14 15:55:34 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.162, Acc: 0.992, Base Lr: 5.63e-03
2024-05-14 15:55:35 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.192, Acc: 0.987, Base Lr: 5.63e-03
2024-05-14 15:55:36 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.211, Acc: 0.984, Base Lr: 5.63e-03
2024-05-14 15:55:37 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.205, Acc: 0.986, Base Lr: 5.63e-03
2024-05-14 15:55:38 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.208, Acc: 0.985, Base Lr: 5.63e-03
2024-05-14 15:55:39 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.205, Acc: 0.986, Base Lr: 5.63e-03
2024-05-14 15:55:40 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.195, Acc: 0.986, Base Lr: 5.63e-03
2024-05-14 15:55:41 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.196, Acc: 0.987, Base Lr: 5.63e-03
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2024-05-14 15:55:43 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.189, Acc: 0.988, Base Lr: 5.63e-03
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2024-05-14 15:55:48 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.179, Acc: 0.988, Base Lr: 5.63e-03
2024-05-14 15:55:49 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.181, Acc: 0.988, Base Lr: 5.63e-03
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2024-05-14 15:55:51 transreid.train INFO: Epoch 44 done. Time per epoch: 18.858[s] Speed: 624.5[samples/s]
2024-05-14 15:55:53 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.180, Acc: 0.992, Base Lr: 5.54e-03
2024-05-14 15:55:54 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.189, Acc: 0.989, Base Lr: 5.54e-03
2024-05-14 15:55:55 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.190, Acc: 0.988, Base Lr: 5.54e-03
2024-05-14 15:55:56 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.196, Acc: 0.988, Base Lr: 5.54e-03
2024-05-14 15:55:57 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.205, Acc: 0.987, Base Lr: 5.54e-03
2024-05-14 15:55:58 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.196, Acc: 0.988, Base Lr: 5.54e-03
2024-05-14 15:55:59 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.193, Acc: 0.988, Base Lr: 5.54e-03
2024-05-14 15:56:00 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.189, Acc: 0.989, Base Lr: 5.54e-03
2024-05-14 15:56:01 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.185, Acc: 0.989, Base Lr: 5.54e-03
2024-05-14 15:56:02 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.183, Acc: 0.989, Base Lr: 5.54e-03
2024-05-14 15:56:03 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.178, Acc: 0.990, Base Lr: 5.54e-03
2024-05-14 15:56:04 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.174, Acc: 0.990, Base Lr: 5.54e-03
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2024-05-14 15:56:06 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.170, Acc: 0.990, Base Lr: 5.54e-03
2024-05-14 15:56:07 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.171, Acc: 0.990, Base Lr: 5.54e-03
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2024-05-14 15:56:09 transreid.train INFO: Epoch 45 done. Time per epoch: 18.032[s] Speed: 649.5[samples/s]
2024-05-14 15:56:11 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.146, Acc: 0.988, Base Lr: 5.44e-03
2024-05-14 15:56:12 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.161, Acc: 0.989, Base Lr: 5.44e-03
2024-05-14 15:56:13 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.174, Acc: 0.989, Base Lr: 5.44e-03
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2024-05-14 15:56:15 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.180, Acc: 0.988, Base Lr: 5.44e-03
2024-05-14 15:56:16 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.183, Acc: 0.989, Base Lr: 5.44e-03
2024-05-14 15:56:17 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.190, Acc: 0.988, Base Lr: 5.44e-03
2024-05-14 15:56:18 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.185, Acc: 0.988, Base Lr: 5.44e-03
2024-05-14 15:56:19 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.181, Acc: 0.988, Base Lr: 5.44e-03
2024-05-14 15:56:20 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.177, Acc: 0.989, Base Lr: 5.44e-03
2024-05-14 15:56:21 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.177, Acc: 0.989, Base Lr: 5.44e-03
2024-05-14 15:56:22 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.176, Acc: 0.989, Base Lr: 5.44e-03
2024-05-14 15:56:23 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.177, Acc: 0.989, Base Lr: 5.44e-03
2024-05-14 15:56:24 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.173, Acc: 0.990, Base Lr: 5.44e-03
2024-05-14 15:56:25 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.172, Acc: 0.990, Base Lr: 5.44e-03
2024-05-14 15:56:26 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.171, Acc: 0.990, Base Lr: 5.44e-03
2024-05-14 15:56:27 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.170, Acc: 0.990, Base Lr: 5.44e-03
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2024-05-14 15:56:29 transreid.train INFO: Epoch 46 done. Time per epoch: 19.369[s] Speed: 604.7[samples/s]
2024-05-14 15:56:31 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.149, Acc: 0.997, Base Lr: 5.34e-03
2024-05-14 15:56:32 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.161, Acc: 0.995, Base Lr: 5.34e-03
2024-05-14 15:56:33 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.151, Acc: 0.994, Base Lr: 5.34e-03
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2024-05-14 15:56:35 transreid.train INFO: Epoch[47] Iter[50/186] Loss: 0.149, Acc: 0.991, Base Lr: 5.34e-03
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2024-05-14 15:56:48 transreid.train INFO: Epoch 47 done. Time per epoch: 19.392[s] Speed: 607.3[samples/s]
2024-05-14 15:56:50 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.157, Acc: 0.988, Base Lr: 5.24e-03
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2024-05-14 15:57:03 transreid.train INFO: Epoch 48 done. Time per epoch: 14.705[s] Speed: 800.8[samples/s]
2024-05-14 15:57:04 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.156, Acc: 0.991, Base Lr: 5.14e-03
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2024-05-14 15:57:17 transreid.train INFO: Epoch 49 done. Time per epoch: 14.221[s] Speed: 823.5[samples/s]
2024-05-14 15:57:18 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.157, Acc: 0.988, Base Lr: 5.04e-03
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2024-05-14 15:57:31 transreid.train INFO: Epoch 50 done. Time per epoch: 14.239[s] Speed: 827.0[samples/s]
2024-05-14 15:57:33 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.165, Acc: 0.995, Base Lr: 4.94e-03
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2024-05-14 15:57:38 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.169, Acc: 0.988, Base Lr: 4.94e-03
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2024-05-14 15:57:45 transreid.train INFO: Epoch 51 done. Time per epoch: 14.235[s] Speed: 827.3[samples/s]
2024-05-14 15:57:47 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.141, Acc: 0.995, Base Lr: 4.84e-03
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2024-05-14 15:58:00 transreid.train INFO: Epoch 52 done. Time per epoch: 14.462[s] Speed: 814.3[samples/s]
2024-05-14 15:58:01 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.152, Acc: 0.989, Base Lr: 4.74e-03
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2024-05-14 15:58:15 transreid.train INFO: Epoch 53 done. Time per epoch: 14.840[s] Speed: 793.5[samples/s]
2024-05-14 15:58:16 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.176, Acc: 0.988, Base Lr: 4.63e-03
2024-05-14 15:58:17 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.143, Acc: 0.991, Base Lr: 4.63e-03
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2024-05-14 15:58:21 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.155, Acc: 0.988, Base Lr: 4.63e-03
2024-05-14 15:58:22 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.159, Acc: 0.988, Base Lr: 4.63e-03
2024-05-14 15:58:23 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.156, Acc: 0.988, Base Lr: 4.63e-03
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2024-05-14 15:58:33 transreid.train INFO: Epoch 54 done. Time per epoch: 18.418[s] Speed: 639.4[samples/s]
2024-05-14 15:58:35 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.161, Acc: 0.989, Base Lr: 4.53e-03
2024-05-14 15:58:36 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.160, Acc: 0.991, Base Lr: 4.53e-03
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2024-05-14 15:58:40 transreid.train INFO: Epoch[55] Iter[60/186] Loss: 0.152, Acc: 0.991, Base Lr: 4.53e-03
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2024-05-14 15:58:52 transreid.train INFO: Epoch 55 done. Time per epoch: 18.491[s] Speed: 633.4[samples/s]
2024-05-14 15:58:53 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.148, Acc: 0.992, Base Lr: 4.43e-03
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2024-05-14 15:59:06 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.141, Acc: 0.992, Base Lr: 4.43e-03
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2024-05-14 15:59:09 transreid.train INFO: Epoch 56 done. Time per epoch: 17.613[s] Speed: 664.9[samples/s]
2024-05-14 15:59:11 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.130, Acc: 0.994, Base Lr: 4.32e-03
2024-05-14 15:59:12 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.140, Acc: 0.995, Base Lr: 4.32e-03
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2024-05-14 15:59:16 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.145, Acc: 0.991, Base Lr: 4.32e-03
2024-05-14 15:59:17 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.137, Acc: 0.991, Base Lr: 4.32e-03
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2024-05-14 15:59:20 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.141, Acc: 0.991, Base Lr: 4.32e-03
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2024-05-14 15:59:25 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.134, Acc: 0.991, Base Lr: 4.32e-03
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2024-05-14 15:59:28 transreid.train INFO: Epoch 57 done. Time per epoch: 18.340[s] Speed: 642.1[samples/s]
2024-05-14 15:59:29 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.116, Acc: 0.994, Base Lr: 4.22e-03
2024-05-14 15:59:30 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.127, Acc: 0.992, Base Lr: 4.22e-03
2024-05-14 15:59:31 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.121, Acc: 0.994, Base Lr: 4.22e-03
2024-05-14 15:59:32 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.127, Acc: 0.994, Base Lr: 4.22e-03
2024-05-14 15:59:33 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.123, Acc: 0.993, Base Lr: 4.22e-03
2024-05-14 15:59:34 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.126, Acc: 0.992, Base Lr: 4.22e-03
2024-05-14 15:59:35 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.130, Acc: 0.992, Base Lr: 4.22e-03
2024-05-14 15:59:36 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.138, Acc: 0.991, Base Lr: 4.22e-03
2024-05-14 15:59:37 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.133, Acc: 0.992, Base Lr: 4.22e-03
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2024-05-14 15:59:44 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.131, Acc: 0.991, Base Lr: 4.22e-03
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2024-05-14 15:59:46 transreid.train INFO: Epoch 58 done. Time per epoch: 18.266[s] Speed: 641.2[samples/s]
2024-05-14 15:59:47 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.137, Acc: 0.991, Base Lr: 4.11e-03
2024-05-14 15:59:48 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.129, Acc: 0.993, Base Lr: 4.11e-03
2024-05-14 15:59:49 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.122, Acc: 0.994, Base Lr: 4.11e-03
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2024-05-14 15:59:51 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.131, Acc: 0.993, Base Lr: 4.11e-03
2024-05-14 15:59:52 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.131, Acc: 0.993, Base Lr: 4.11e-03
2024-05-14 15:59:53 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.130, Acc: 0.993, Base Lr: 4.11e-03
2024-05-14 15:59:54 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.126, Acc: 0.993, Base Lr: 4.11e-03
2024-05-14 15:59:55 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.125, Acc: 0.993, Base Lr: 4.11e-03
2024-05-14 15:59:56 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.124, Acc: 0.993, Base Lr: 4.11e-03
2024-05-14 15:59:57 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.123, Acc: 0.993, Base Lr: 4.11e-03
2024-05-14 15:59:58 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.122, Acc: 0.993, Base Lr: 4.11e-03
2024-05-14 15:59:59 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.122, Acc: 0.993, Base Lr: 4.11e-03
2024-05-14 16:00:00 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.119, Acc: 0.993, Base Lr: 4.11e-03
2024-05-14 16:00:01 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.118, Acc: 0.994, Base Lr: 4.11e-03
2024-05-14 16:00:02 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.116, Acc: 0.994, Base Lr: 4.11e-03
2024-05-14 16:00:03 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.114, Acc: 0.994, Base Lr: 4.11e-03
2024-05-14 16:00:03 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.113, Acc: 0.994, Base Lr: 4.11e-03
2024-05-14 16:00:04 transreid.train INFO: Epoch 59 done. Time per epoch: 17.981[s] Speed: 654.9[samples/s]
2024-05-14 16:00:06 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.104, Acc: 0.997, Base Lr: 4.01e-03
2024-05-14 16:00:07 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.113, Acc: 0.996, Base Lr: 4.01e-03
2024-05-14 16:00:08 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.118, Acc: 0.994, Base Lr: 4.01e-03
2024-05-14 16:00:09 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.119, Acc: 0.992, Base Lr: 4.01e-03
2024-05-14 16:00:10 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.128, Acc: 0.993, Base Lr: 4.01e-03
2024-05-14 16:00:10 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.128, Acc: 0.993, Base Lr: 4.01e-03
2024-05-14 16:00:11 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.130, Acc: 0.993, Base Lr: 4.01e-03
2024-05-14 16:00:12 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.131, Acc: 0.993, Base Lr: 4.01e-03
2024-05-14 16:00:13 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.131, Acc: 0.994, Base Lr: 4.01e-03
2024-05-14 16:00:14 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.131, Acc: 0.993, Base Lr: 4.01e-03
2024-05-14 16:00:15 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.130, Acc: 0.993, Base Lr: 4.01e-03
2024-05-14 16:00:16 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.128, Acc: 0.994, Base Lr: 4.01e-03
2024-05-14 16:00:17 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.125, Acc: 0.994, Base Lr: 4.01e-03
2024-05-14 16:00:18 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.125, Acc: 0.994, Base Lr: 4.01e-03
2024-05-14 16:00:19 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.127, Acc: 0.994, Base Lr: 4.01e-03
2024-05-14 16:00:20 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.125, Acc: 0.993, Base Lr: 4.01e-03
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2024-05-14 16:00:22 transreid.train INFO: Epoch 60 done. Time per epoch: 18.375[s] Speed: 637.4[samples/s]
2024-05-14 16:00:35 transreid.train INFO: Validation Results - Epoch: 60
2024-05-14 16:00:35 transreid.train INFO: mAP: 74.6%
2024-05-14 16:00:35 transreid.train INFO: CMC curve, Rank-1  :88.3%
2024-05-14 16:00:35 transreid.train INFO: CMC curve, Rank-5  :95.9%
2024-05-14 16:00:35 transreid.train INFO: CMC curve, Rank-10 :97.8%
2024-05-14 16:00:37 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.139, Acc: 0.995, Base Lr: 3.90e-03
2024-05-14 16:00:38 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.115, Acc: 0.993, Base Lr: 3.90e-03
2024-05-14 16:00:39 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.126, Acc: 0.992, Base Lr: 3.90e-03
2024-05-14 16:00:40 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.126, Acc: 0.993, Base Lr: 3.90e-03
2024-05-14 16:00:41 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.135, Acc: 0.992, Base Lr: 3.90e-03
2024-05-14 16:00:42 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.127, Acc: 0.992, Base Lr: 3.90e-03
2024-05-14 16:00:43 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.128, Acc: 0.993, Base Lr: 3.90e-03
2024-05-14 16:00:44 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.138, Acc: 0.992, Base Lr: 3.90e-03
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2024-05-14 16:00:50 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.140, Acc: 0.991, Base Lr: 3.90e-03
2024-05-14 16:00:51 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.140, Acc: 0.991, Base Lr: 3.90e-03
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2024-05-14 16:00:53 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.139, Acc: 0.991, Base Lr: 3.90e-03
2024-05-14 16:00:53 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.138, Acc: 0.990, Base Lr: 3.90e-03
2024-05-14 16:00:54 transreid.train INFO: Epoch 61 done. Time per epoch: 18.646[s] Speed: 631.6[samples/s]
2024-05-14 16:00:56 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.177, Acc: 0.984, Base Lr: 3.80e-03
2024-05-14 16:00:57 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.155, Acc: 0.989, Base Lr: 3.80e-03
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2024-05-14 16:01:00 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.145, Acc: 0.990, Base Lr: 3.80e-03
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2024-05-14 16:01:08 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.130, Acc: 0.992, Base Lr: 3.80e-03
2024-05-14 16:01:09 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.130, Acc: 0.992, Base Lr: 3.80e-03
2024-05-14 16:01:10 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.130, Acc: 0.992, Base Lr: 3.80e-03
2024-05-14 16:01:11 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.127, Acc: 0.992, Base Lr: 3.80e-03
2024-05-14 16:01:12 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.128, Acc: 0.992, Base Lr: 3.80e-03
2024-05-14 16:01:12 transreid.train INFO: Epoch 62 done. Time per epoch: 18.499[s] Speed: 633.1[samples/s]
2024-05-14 16:01:14 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.202, Acc: 0.992, Base Lr: 3.69e-03
2024-05-14 16:01:15 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.146, Acc: 0.991, Base Lr: 3.69e-03
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2024-05-14 16:01:30 transreid.train INFO: Epoch 63 done. Time per epoch: 17.541[s] Speed: 667.7[samples/s]
2024-05-14 16:01:32 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.145, Acc: 0.995, Base Lr: 3.59e-03
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2024-05-14 16:01:48 transreid.train INFO: Epoch 64 done. Time per epoch: 18.327[s] Speed: 639.1[samples/s]
2024-05-14 16:01:50 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.117, Acc: 0.992, Base Lr: 3.49e-03
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2024-05-14 16:02:07 transreid.train INFO: Epoch 65 done. Time per epoch: 18.284[s] Speed: 644.1[samples/s]
2024-05-14 16:02:08 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.145, Acc: 0.995, Base Lr: 3.38e-03
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2024-05-14 16:02:24 transreid.train INFO: Epoch 66 done. Time per epoch: 17.780[s] Speed: 658.7[samples/s]
2024-05-14 16:02:26 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.123, Acc: 0.994, Base Lr: 3.28e-03
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2024-05-14 16:02:43 transreid.train INFO: Epoch 67 done. Time per epoch: 18.242[s] Speed: 645.6[samples/s]
2024-05-14 16:02:44 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.107, Acc: 0.994, Base Lr: 3.18e-03
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2024-05-14 16:03:00 transreid.train INFO: Epoch 68 done. Time per epoch: 17.794[s] Speed: 658.2[samples/s]
2024-05-14 16:03:02 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.115, Acc: 0.997, Base Lr: 3.08e-03
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2024-05-14 16:03:19 transreid.train INFO: Epoch 69 done. Time per epoch: 18.483[s] Speed: 637.1[samples/s]
2024-05-14 16:03:21 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.118, Acc: 0.988, Base Lr: 2.97e-03
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2024-05-14 16:03:37 transreid.train INFO: Epoch 70 done. Time per epoch: 18.271[s] Speed: 641.0[samples/s]
2024-05-14 16:03:39 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.088, Acc: 0.997, Base Lr: 2.87e-03
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2024-05-14 16:03:55 transreid.train INFO: Epoch 71 done. Time per epoch: 17.775[s] Speed: 662.5[samples/s]
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2024-05-14 16:04:13 transreid.train INFO: Epoch 72 done. Time per epoch: 18.195[s] Speed: 643.7[samples/s]
2024-05-14 16:04:15 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.125, Acc: 0.991, Base Lr: 2.68e-03
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2024-05-14 16:04:31 transreid.train INFO: Epoch 73 done. Time per epoch: 18.358[s] Speed: 638.0[samples/s]
2024-05-14 16:04:33 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.126, Acc: 0.992, Base Lr: 2.58e-03
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2024-05-14 16:04:49 transreid.train INFO: Epoch 74 done. Time per epoch: 17.550[s] Speed: 667.3[samples/s]
2024-05-14 16:04:51 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.112, Acc: 0.995, Base Lr: 2.48e-03
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2024-05-14 16:05:07 transreid.train INFO: Epoch 75 done. Time per epoch: 18.321[s] Speed: 639.3[samples/s]
2024-05-14 16:05:09 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.128, Acc: 0.995, Base Lr: 2.38e-03
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2024-05-14 16:05:25 transreid.train INFO: Epoch 76 done. Time per epoch: 17.608[s] Speed: 665.2[samples/s]
2024-05-14 16:05:27 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.130, Acc: 0.988, Base Lr: 2.29e-03
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2024-05-14 16:05:43 transreid.train INFO: Epoch 77 done. Time per epoch: 18.158[s] Speed: 645.0[samples/s]
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2024-05-14 16:06:01 transreid.train INFO: Epoch 78 done. Time per epoch: 18.328[s] Speed: 639.0[samples/s]
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2024-05-14 16:06:19 transreid.train INFO: Epoch 79 done. Time per epoch: 17.735[s] Speed: 664.0[samples/s]
2024-05-14 16:06:21 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.109, Acc: 0.992, Base Lr: 2.01e-03
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2024-05-14 16:06:38 transreid.train INFO: Epoch 80 done. Time per epoch: 18.456[s] Speed: 634.6[samples/s]
2024-05-14 16:06:51 transreid.train INFO: Validation Results - Epoch: 80
2024-05-14 16:06:51 transreid.train INFO: mAP: 75.7%
2024-05-14 16:06:51 transreid.train INFO: CMC curve, Rank-1  :89.4%
2024-05-14 16:06:51 transreid.train INFO: CMC curve, Rank-5  :96.5%
2024-05-14 16:06:51 transreid.train INFO: CMC curve, Rank-10 :97.9%
2024-05-14 16:06:52 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.071, Acc: 0.998, Base Lr: 1.92e-03
2024-05-14 16:06:53 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.084, Acc: 0.998, Base Lr: 1.92e-03
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2024-05-14 16:07:09 transreid.train INFO: Epoch 81 done. Time per epoch: 18.021[s] Speed: 657.0[samples/s]
2024-05-14 16:07:10 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.090, Acc: 0.997, Base Lr: 1.83e-03
2024-05-14 16:07:11 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.111, Acc: 0.995, Base Lr: 1.83e-03
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2024-05-14 16:07:13 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.115, Acc: 0.994, Base Lr: 1.83e-03
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2024-05-14 16:07:24 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.098, Acc: 0.995, Base Lr: 1.83e-03
2024-05-14 16:07:25 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.099, Acc: 0.995, Base Lr: 1.83e-03
2024-05-14 16:07:26 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.096, Acc: 0.995, Base Lr: 1.83e-03
2024-05-14 16:07:27 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.095, Acc: 0.995, Base Lr: 1.83e-03
2024-05-14 16:07:27 transreid.train INFO: Epoch 82 done. Time per epoch: 18.447[s] Speed: 634.9[samples/s]
2024-05-14 16:07:29 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.114, Acc: 0.998, Base Lr: 1.75e-03
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2024-05-14 16:07:31 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.125, Acc: 0.993, Base Lr: 1.75e-03
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2024-05-14 16:07:34 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.104, Acc: 0.994, Base Lr: 1.75e-03
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2024-05-14 16:07:35 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.101, Acc: 0.995, Base Lr: 1.75e-03
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2024-05-14 16:07:37 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.107, Acc: 0.995, Base Lr: 1.75e-03
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2024-05-14 16:07:42 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.099, Acc: 0.995, Base Lr: 1.75e-03
2024-05-14 16:07:43 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.100, Acc: 0.995, Base Lr: 1.75e-03
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2024-05-14 16:07:45 transreid.train INFO: Epoch 83 done. Time per epoch: 18.160[s] Speed: 648.5[samples/s]
2024-05-14 16:07:47 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.111, Acc: 0.994, Base Lr: 1.66e-03
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2024-05-14 16:08:00 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.102, Acc: 0.994, Base Lr: 1.66e-03
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2024-05-14 16:08:04 transreid.train INFO: Epoch 84 done. Time per epoch: 18.357[s] Speed: 638.0[samples/s]
2024-05-14 16:08:05 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.089, Acc: 0.992, Base Lr: 1.58e-03
2024-05-14 16:08:06 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.074, Acc: 0.993, Base Lr: 1.58e-03
2024-05-14 16:08:07 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.100, Acc: 0.992, Base Lr: 1.58e-03
2024-05-14 16:08:08 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.109, Acc: 0.991, Base Lr: 1.58e-03
2024-05-14 16:08:09 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.114, Acc: 0.991, Base Lr: 1.58e-03
2024-05-14 16:08:10 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.111, Acc: 0.992, Base Lr: 1.58e-03
2024-05-14 16:08:11 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.110, Acc: 0.992, Base Lr: 1.58e-03
2024-05-14 16:08:12 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.105, Acc: 0.992, Base Lr: 1.58e-03
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2024-05-14 16:08:19 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.098, Acc: 0.993, Base Lr: 1.58e-03
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2024-05-14 16:08:22 transreid.train INFO: Epoch 85 done. Time per epoch: 18.364[s] Speed: 637.8[samples/s]
2024-05-14 16:08:24 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.117, Acc: 0.992, Base Lr: 1.50e-03
2024-05-14 16:08:25 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.120, Acc: 0.994, Base Lr: 1.50e-03
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2024-05-14 16:08:27 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.093, Acc: 0.996, Base Lr: 1.50e-03
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2024-05-14 16:08:40 transreid.train INFO: Epoch 86 done. Time per epoch: 17.702[s] Speed: 661.6[samples/s]
2024-05-14 16:08:41 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.093, Acc: 0.997, Base Lr: 1.42e-03
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2024-05-14 16:08:58 transreid.train INFO: Epoch 87 done. Time per epoch: 18.468[s] Speed: 634.2[samples/s]
2024-05-14 16:09:00 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.106, Acc: 0.997, Base Lr: 1.34e-03
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2024-05-14 16:09:17 transreid.train INFO: Epoch 88 done. Time per epoch: 18.432[s] Speed: 635.4[samples/s]
2024-05-14 16:09:18 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.119, Acc: 0.992, Base Lr: 1.26e-03
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2024-05-14 16:09:34 transreid.train INFO: Epoch 89 done. Time per epoch: 17.663[s] Speed: 666.7[samples/s]
2024-05-14 16:09:36 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.101, Acc: 0.992, Base Lr: 1.19e-03
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2024-05-14 16:09:53 transreid.train INFO: Epoch 90 done. Time per epoch: 18.333[s] Speed: 638.8[samples/s]
2024-05-14 16:09:54 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.081, Acc: 0.995, Base Lr: 1.11e-03
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2024-05-14 16:10:10 transreid.train INFO: Epoch 91 done. Time per epoch: 17.689[s] Speed: 662.1[samples/s]
2024-05-14 16:10:12 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.166, Acc: 0.986, Base Lr: 1.04e-03
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2024-05-14 16:10:29 transreid.train INFO: Epoch 92 done. Time per epoch: 18.392[s] Speed: 636.8[samples/s]
2024-05-14 16:10:30 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.129, Acc: 0.989, Base Lr: 9.72e-04
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2024-05-14 16:10:47 transreid.train INFO: Epoch 93 done. Time per epoch: 18.331[s] Speed: 638.9[samples/s]
2024-05-14 16:10:49 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.092, Acc: 0.997, Base Lr: 9.06e-04
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2024-05-14 16:11:05 transreid.train INFO: Epoch 94 done. Time per epoch: 17.625[s] Speed: 664.5[samples/s]
2024-05-14 16:11:06 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.081, Acc: 0.997, Base Lr: 8.41e-04
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2024-05-14 16:11:23 transreid.train INFO: Epoch 95 done. Time per epoch: 18.738[s] Speed: 628.5[samples/s]
2024-05-14 16:11:25 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.105, Acc: 0.997, Base Lr: 7.78e-04
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2024-05-14 16:11:42 transreid.train INFO: Epoch 96 done. Time per epoch: 18.204[s] Speed: 643.4[samples/s]
2024-05-14 16:11:43 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.109, Acc: 0.992, Base Lr: 7.18e-04
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2024-05-14 16:11:59 transreid.train INFO: Epoch 97 done. Time per epoch: 17.832[s] Speed: 660.4[samples/s]
2024-05-14 16:12:01 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.092, Acc: 0.995, Base Lr: 6.60e-04
2024-05-14 16:12:02 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.090, Acc: 0.995, Base Lr: 6.60e-04
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2024-05-14 16:12:18 transreid.train INFO: Epoch 98 done. Time per epoch: 18.183[s] Speed: 647.6[samples/s]
2024-05-14 16:12:19 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.087, Acc: 0.992, Base Lr: 6.04e-04
2024-05-14 16:12:20 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.093, Acc: 0.995, Base Lr: 6.04e-04
2024-05-14 16:12:21 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.088, Acc: 0.996, Base Lr: 6.04e-04
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2024-05-14 16:12:26 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.097, Acc: 0.995, Base Lr: 6.04e-04
2024-05-14 16:12:27 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.100, Acc: 0.994, Base Lr: 6.04e-04
2024-05-14 16:12:28 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.101, Acc: 0.994, Base Lr: 6.04e-04
2024-05-14 16:12:29 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.100, Acc: 0.995, Base Lr: 6.04e-04
2024-05-14 16:12:30 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.097, Acc: 0.995, Base Lr: 6.04e-04
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2024-05-14 16:12:32 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.093, Acc: 0.995, Base Lr: 6.04e-04
2024-05-14 16:12:32 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.091, Acc: 0.995, Base Lr: 6.04e-04
2024-05-14 16:12:33 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.090, Acc: 0.995, Base Lr: 6.04e-04
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2024-05-14 16:12:35 transreid.train INFO: Epoch 99 done. Time per epoch: 17.735[s] Speed: 664.0[samples/s]
2024-05-14 16:12:37 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.102, Acc: 0.995, Base Lr: 5.51e-04
2024-05-14 16:12:38 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.098, Acc: 0.994, Base Lr: 5.51e-04
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2024-05-14 16:12:51 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.085, Acc: 0.996, Base Lr: 5.51e-04
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2024-05-14 16:12:54 transreid.train INFO: Epoch 100 done. Time per epoch: 18.361[s] Speed: 641.4[samples/s]
2024-05-14 16:13:07 transreid.train INFO: Validation Results - Epoch: 100
2024-05-14 16:13:07 transreid.train INFO: mAP: 76.1%
2024-05-14 16:13:07 transreid.train INFO: CMC curve, Rank-1  :89.0%
2024-05-14 16:13:07 transreid.train INFO: CMC curve, Rank-5  :96.4%
2024-05-14 16:13:07 transreid.train INFO: CMC curve, Rank-10 :97.8%
2024-05-14 16:13:08 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.084, Acc: 0.995, Base Lr: 5.00e-04
2024-05-14 16:13:09 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.092, Acc: 0.994, Base Lr: 5.00e-04
2024-05-14 16:13:10 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.094, Acc: 0.992, Base Lr: 5.00e-04
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2024-05-14 16:13:23 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.089, Acc: 0.994, Base Lr: 5.00e-04
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2024-05-14 16:13:24 transreid.train INFO: Epoch 101 done. Time per epoch: 17.698[s] Speed: 661.8[samples/s]
2024-05-14 16:13:26 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.085, Acc: 0.997, Base Lr: 4.51e-04
2024-05-14 16:13:27 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.091, Acc: 0.995, Base Lr: 4.51e-04
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2024-05-14 16:13:40 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.080, Acc: 0.996, Base Lr: 4.51e-04
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2024-05-14 16:13:43 transreid.train INFO: Epoch 102 done. Time per epoch: 18.604[s] Speed: 629.6[samples/s]
2024-05-14 16:13:45 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.084, Acc: 0.997, Base Lr: 4.05e-04
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2024-05-14 16:14:01 transreid.train INFO: Epoch 103 done. Time per epoch: 18.398[s] Speed: 640.1[samples/s]
2024-05-14 16:14:03 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.099, Acc: 0.995, Base Lr: 3.61e-04
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2024-05-14 16:14:20 transreid.train INFO: Epoch 104 done. Time per epoch: 18.241[s] Speed: 645.6[samples/s]
2024-05-14 16:14:21 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.132, Acc: 0.986, Base Lr: 3.20e-04
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2024-05-14 16:14:39 transreid.train INFO: Epoch 105 done. Time per epoch: 19.704[s] Speed: 594.4[samples/s]
2024-05-14 16:14:41 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.060, Acc: 0.998, Base Lr: 2.81e-04
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2024-05-14 16:14:57 transreid.train INFO: Epoch 106 done. Time per epoch: 17.260[s] Speed: 682.3[samples/s]
2024-05-14 16:14:58 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.068, Acc: 0.995, Base Lr: 2.45e-04
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2024-05-14 16:15:11 transreid.train INFO: Epoch 107 done. Time per epoch: 14.455[s] Speed: 814.7[samples/s]
2024-05-14 16:15:12 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.098, Acc: 0.994, Base Lr: 2.11e-04
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2024-05-14 16:15:26 transreid.train INFO: Epoch 108 done. Time per epoch: 14.681[s] Speed: 802.1[samples/s]
2024-05-14 16:15:27 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.097, Acc: 0.995, Base Lr: 1.80e-04
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2024-05-14 16:15:40 transreid.train INFO: Epoch 109 done. Time per epoch: 14.785[s] Speed: 796.5[samples/s]
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2024-05-14 16:15:55 transreid.train INFO: Epoch 110 done. Time per epoch: 14.829[s] Speed: 789.8[samples/s]
2024-05-14 16:15:57 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.120, Acc: 0.994, Base Lr: 1.26e-04
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2024-05-14 16:16:10 transreid.train INFO: Epoch 111 done. Time per epoch: 15.081[s] Speed: 780.9[samples/s]
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2024-05-14 16:16:28 transreid.train INFO: Epoch 112 done. Time per epoch: 18.000[s] Speed: 654.2[samples/s]
2024-05-14 16:16:30 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.132, Acc: 0.991, Base Lr: 8.28e-05
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2024-05-14 16:16:47 transreid.train INFO: Epoch 113 done. Time per epoch: 18.461[s] Speed: 634.4[samples/s]
2024-05-14 16:16:48 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.123, Acc: 0.992, Base Lr: 6.51e-05
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2024-05-14 16:17:04 transreid.train INFO: Epoch 114 done. Time per epoch: 17.191[s] Speed: 685.0[samples/s]
2024-05-14 16:17:06 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.112, Acc: 0.992, Base Lr: 5.02e-05
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2024-05-14 16:17:23 transreid.train INFO: Epoch 115 done. Time per epoch: 18.597[s] Speed: 629.8[samples/s]
2024-05-14 16:17:24 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.112, Acc: 0.992, Base Lr: 3.79e-05
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2024-05-14 16:17:41 transreid.train INFO: Epoch 116 done. Time per epoch: 18.504[s] Speed: 636.4[samples/s]
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2024-05-14 16:17:59 transreid.train INFO: Epoch 117 done. Time per epoch: 17.381[s] Speed: 677.5[samples/s]
2024-05-14 16:18:00 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.096, Acc: 0.997, Base Lr: 2.15e-05
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2024-05-14 16:18:17 transreid.train INFO: Epoch 118 done. Time per epoch: 18.491[s] Speed: 636.8[samples/s]
2024-05-14 16:18:19 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.087, Acc: 0.997, Base Lr: 1.74e-05
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2024-05-14 16:18:23 transreid.train INFO: Epoch[119] Iter[50/186] Loss: 0.085, Acc: 0.996, Base Lr: 1.74e-05
2024-05-14 16:18:23 transreid.train INFO: Epoch[119] Iter[60/186] Loss: 0.086, Acc: 0.995, Base Lr: 1.74e-05
2024-05-14 16:18:25 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.090, Acc: 0.995, Base Lr: 1.74e-05
2024-05-14 16:18:25 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.089, Acc: 0.995, Base Lr: 1.74e-05
2024-05-14 16:18:26 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.085, Acc: 0.995, Base Lr: 1.74e-05
2024-05-14 16:18:27 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.086, Acc: 0.996, Base Lr: 1.74e-05
2024-05-14 16:18:28 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.084, Acc: 0.996, Base Lr: 1.74e-05
2024-05-14 16:18:29 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.083, Acc: 0.996, Base Lr: 1.74e-05
2024-05-14 16:18:30 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.082, Acc: 0.996, Base Lr: 1.74e-05
2024-05-14 16:18:31 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.082, Acc: 0.996, Base Lr: 1.74e-05
2024-05-14 16:18:32 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.082, Acc: 0.996, Base Lr: 1.74e-05
2024-05-14 16:18:33 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.080, Acc: 0.996, Base Lr: 1.74e-05
2024-05-14 16:18:34 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.079, Acc: 0.996, Base Lr: 1.74e-05
2024-05-14 16:18:35 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.078, Acc: 0.996, Base Lr: 1.74e-05
2024-05-14 16:18:36 transreid.train INFO: Epoch 119 done. Time per epoch: 18.527[s] Speed: 635.6[samples/s]
2024-05-14 16:18:37 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.086, Acc: 0.992, Base Lr: 1.60e-05
2024-05-14 16:18:38 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.076, Acc: 0.995, Base Lr: 1.60e-05
2024-05-14 16:18:38 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.085, Acc: 0.995, Base Lr: 1.60e-05
2024-05-14 16:18:39 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.087, Acc: 0.994, Base Lr: 1.60e-05
2024-05-14 16:18:40 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.085, Acc: 0.994, Base Lr: 1.60e-05
2024-05-14 16:18:41 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.087, Acc: 0.995, Base Lr: 1.60e-05
2024-05-14 16:18:42 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.088, Acc: 0.995, Base Lr: 1.60e-05
2024-05-14 16:18:43 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.084, Acc: 0.995, Base Lr: 1.60e-05
2024-05-14 16:18:44 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.081, Acc: 0.995, Base Lr: 1.60e-05
2024-05-14 16:18:45 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.085, Acc: 0.995, Base Lr: 1.60e-05
2024-05-14 16:18:46 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.085, Acc: 0.995, Base Lr: 1.60e-05
2024-05-14 16:18:47 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.083, Acc: 0.995, Base Lr: 1.60e-05
2024-05-14 16:18:48 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.082, Acc: 0.995, Base Lr: 1.60e-05
2024-05-14 16:18:49 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.082, Acc: 0.995, Base Lr: 1.60e-05
2024-05-14 16:18:50 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.082, Acc: 0.996, Base Lr: 1.60e-05
2024-05-14 16:18:51 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.083, Acc: 0.996, Base Lr: 1.60e-05
2024-05-14 16:18:52 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.082, Acc: 0.996, Base Lr: 1.60e-05
2024-05-14 16:18:53 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.082, Acc: 0.996, Base Lr: 1.60e-05
2024-05-14 16:18:53 transreid.train INFO: Epoch 120 done. Time per epoch: 17.556[s] Speed: 670.8[samples/s]
2024-05-14 16:19:06 transreid.train INFO: Validation Results - Epoch: 120
2024-05-14 16:19:06 transreid.train INFO: mAP: 76.2%
2024-05-14 16:19:06 transreid.train INFO: CMC curve, Rank-1  :89.0%
2024-05-14 16:19:06 transreid.train INFO: CMC curve, Rank-5  :96.5%
2024-05-14 16:19:06 transreid.train INFO: CMC curve, Rank-10 :97.8%
