2024-04-30 11:10:29 transreid INFO: Saving model in the path :log/transreid/market/edgenext_s_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-30 11:10:29 transreid INFO: Loaded configuration file configs/market/edgenext_s.yml
2024-04-30 11:10:29 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: 1
  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: edgenext_small
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/edgenext_small.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/edgenext_s_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: 
2024-04-30 11:10:29 transreid.check INFO: Dataset statistics:
2024-04-30 11:10:29 transreid.check INFO:   ----------------------------------------
2024-04-30 11:10:29 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-30 11:10:29 transreid.check INFO:   ----------------------------------------
2024-04-30 11:10:29 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-30 11:10:29 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-30 11:10:29 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-30 11:10:29 transreid.check INFO:   ----------------------------------------
2024-04-30 11:10:30 transreid INFO: ===========using cosine learning rate=======
2024-04-30 11:10:30 transreid.train INFO: start training
2024-04-30 11:10:35 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 9.980, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:10:39 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 9.665, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:10:42 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 9.401, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 11:10:45 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 9.232, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 11:10:48 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 9.096, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:10:52 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 8.977, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 11:10:55 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 8.844, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:10:58 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 8.733, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 11:11:01 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 8.634, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 11:11:05 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 8.548, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 11:11:08 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 8.471, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 11:11:11 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 8.402, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 11:11:14 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 8.342, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 11:11:18 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 8.289, Acc: 0.004, Base Lr: 4.76e-04
2024-04-30 11:11:21 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 8.242, Acc: 0.004, Base Lr: 4.76e-04
2024-04-30 11:11:24 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.199, Acc: 0.005, Base Lr: 4.76e-04
2024-04-30 11:11:28 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.161, Acc: 0.006, Base Lr: 4.76e-04
2024-04-30 11:11:31 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.127, Acc: 0.006, Base Lr: 4.76e-04
2024-04-30 11:11:32 transreid.train INFO: Epoch 1 done. Time per epoch: 61.375[s] Speed: 190.8[samples/s]
2024-04-30 11:11:36 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 7.489, Acc: 0.006, Base Lr: 8.72e-04
2024-04-30 11:11:39 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 7.467, Acc: 0.016, Base Lr: 8.72e-04
2024-04-30 11:11:42 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 7.451, Acc: 0.025, Base Lr: 8.72e-04
2024-04-30 11:11:45 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 7.438, Acc: 0.025, Base Lr: 8.72e-04
2024-04-30 11:11:48 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 7.430, Acc: 0.021, Base Lr: 8.72e-04
2024-04-30 11:11:52 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 7.422, Acc: 0.021, Base Lr: 8.72e-04
2024-04-30 11:11:55 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.415, Acc: 0.021, Base Lr: 8.72e-04
2024-04-30 11:11:58 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.409, Acc: 0.023, Base Lr: 8.72e-04
2024-04-30 11:12:01 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.404, Acc: 0.025, Base Lr: 8.72e-04
2024-04-30 11:12:04 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.399, Acc: 0.025, Base Lr: 8.72e-04
2024-04-30 11:12:08 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.394, Acc: 0.025, Base Lr: 8.72e-04
2024-04-30 11:12:11 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.389, Acc: 0.027, Base Lr: 8.72e-04
2024-04-30 11:12:14 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.384, Acc: 0.030, Base Lr: 8.72e-04
2024-04-30 11:12:17 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.380, Acc: 0.032, Base Lr: 8.72e-04
2024-04-30 11:12:20 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.375, Acc: 0.034, Base Lr: 8.72e-04
2024-04-30 11:12:24 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.370, Acc: 0.035, Base Lr: 8.72e-04
2024-04-30 11:12:27 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.364, Acc: 0.038, Base Lr: 8.72e-04
2024-04-30 11:12:30 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.355, Acc: 0.044, Base Lr: 8.72e-04
2024-04-30 11:12:31 transreid.train INFO: Epoch 2 done. Time per epoch: 59.316[s] Speed: 197.5[samples/s]
2024-04-30 11:12:38 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.312, Acc: 0.016, Base Lr: 1.27e-03
2024-04-30 11:12:45 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.286, Acc: 0.025, Base Lr: 1.27e-03
2024-04-30 11:12:51 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.279, Acc: 0.022, Base Lr: 1.27e-03
2024-04-30 11:12:58 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.269, Acc: 0.027, Base Lr: 1.27e-03
2024-04-30 11:13:05 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.258, Acc: 0.031, Base Lr: 1.27e-03
2024-04-30 11:13:11 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.253, Acc: 0.028, Base Lr: 1.27e-03
2024-04-30 11:13:18 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.247, Acc: 0.027, Base Lr: 1.27e-03
2024-04-30 11:13:24 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.241, Acc: 0.030, Base Lr: 1.27e-03
2024-04-30 11:13:31 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.231, Acc: 0.034, Base Lr: 1.27e-03
2024-04-30 11:13:37 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.221, Acc: 0.035, Base Lr: 1.27e-03
2024-04-30 11:13:44 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.212, Acc: 0.035, Base Lr: 1.27e-03
2024-04-30 11:13:50 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.202, Acc: 0.036, Base Lr: 1.27e-03
2024-04-30 11:13:57 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.194, Acc: 0.037, Base Lr: 1.27e-03
2024-04-30 11:14:04 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.182, Acc: 0.040, Base Lr: 1.27e-03
2024-04-30 11:14:10 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.168, Acc: 0.044, Base Lr: 1.27e-03
2024-04-30 11:14:17 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.153, Acc: 0.047, Base Lr: 1.27e-03
2024-04-30 11:14:23 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.139, Acc: 0.050, Base Lr: 1.27e-03
2024-04-30 11:14:30 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.113, Acc: 0.057, Base Lr: 1.27e-03
2024-04-30 11:14:32 transreid.train INFO: Epoch 3 done. Time per epoch: 120.844[s] Speed: 96.9[samples/s]
2024-04-30 11:14:39 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 7.083, Acc: 0.011, Base Lr: 1.66e-03
2024-04-30 11:14:46 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.049, Acc: 0.017, Base Lr: 1.66e-03
2024-04-30 11:14:52 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 7.026, Acc: 0.021, Base Lr: 1.66e-03
2024-04-30 11:14:59 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 7.024, Acc: 0.020, Base Lr: 1.66e-03
2024-04-30 11:15:06 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 7.020, Acc: 0.021, Base Lr: 1.66e-03
2024-04-30 11:15:13 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 7.000, Acc: 0.022, Base Lr: 1.66e-03
2024-04-30 11:15:19 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 6.981, Acc: 0.023, Base Lr: 1.66e-03
2024-04-30 11:15:26 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.971, Acc: 0.024, Base Lr: 1.66e-03
2024-04-30 11:15:32 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 6.955, Acc: 0.028, Base Lr: 1.66e-03
2024-04-30 11:15:39 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 6.937, Acc: 0.031, Base Lr: 1.66e-03
2024-04-30 11:15:46 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 6.917, Acc: 0.034, Base Lr: 1.66e-03
2024-04-30 11:15:52 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.894, Acc: 0.037, Base Lr: 1.66e-03
2024-04-30 11:15:59 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.868, Acc: 0.044, Base Lr: 1.66e-03
2024-04-30 11:16:05 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.842, Acc: 0.049, Base Lr: 1.66e-03
2024-04-30 11:16:12 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.817, Acc: 0.050, Base Lr: 1.66e-03
2024-04-30 11:16:19 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.784, Acc: 0.054, Base Lr: 1.66e-03
2024-04-30 11:16:25 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.748, Acc: 0.059, Base Lr: 1.66e-03
2024-04-30 11:16:32 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 6.710, Acc: 0.065, Base Lr: 1.66e-03
2024-04-30 11:16:34 transreid.train INFO: Epoch 4 done. Time per epoch: 122.083[s] Speed: 95.9[samples/s]
2024-04-30 11:16:41 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.748, Acc: 0.023, Base Lr: 2.06e-03
2024-04-30 11:16:48 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.730, Acc: 0.023, Base Lr: 2.06e-03
2024-04-30 11:16:54 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 6.703, Acc: 0.027, Base Lr: 2.06e-03
2024-04-30 11:17:01 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 6.681, Acc: 0.025, Base Lr: 2.06e-03
2024-04-30 11:17:08 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 6.642, Acc: 0.030, Base Lr: 2.06e-03
2024-04-30 11:17:14 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 6.617, Acc: 0.034, Base Lr: 2.06e-03
2024-04-30 11:17:21 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 6.580, Acc: 0.040, Base Lr: 2.06e-03
2024-04-30 11:17:27 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 6.542, Acc: 0.048, Base Lr: 2.06e-03
2024-04-30 11:17:34 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 6.514, Acc: 0.053, Base Lr: 2.06e-03
2024-04-30 11:17:41 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 6.475, Acc: 0.059, Base Lr: 2.06e-03
2024-04-30 11:17:46 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 6.457, Acc: 0.060, Base Lr: 2.06e-03
2024-04-30 11:17:53 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 6.440, Acc: 0.062, Base Lr: 2.06e-03
2024-04-30 11:17:59 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 6.426, Acc: 0.064, Base Lr: 2.06e-03
2024-04-30 11:18:06 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 6.396, Acc: 0.068, Base Lr: 2.06e-03
2024-04-30 11:18:13 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 6.357, Acc: 0.074, Base Lr: 2.06e-03
2024-04-30 11:18:19 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 6.320, Acc: 0.080, Base Lr: 2.06e-03
2024-04-30 11:18:26 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 6.272, Acc: 0.085, Base Lr: 2.06e-03
2024-04-30 11:18:33 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 6.210, Acc: 0.098, Base Lr: 2.06e-03
2024-04-30 11:18:35 transreid.train INFO: Epoch 5 done. Time per epoch: 121.278[s] Speed: 97.1[samples/s]
2024-04-30 11:18:43 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 6.351, Acc: 0.033, Base Lr: 2.46e-03
2024-04-30 11:18:49 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 6.316, Acc: 0.043, Base Lr: 2.46e-03
2024-04-30 11:18:56 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 6.359, Acc: 0.041, Base Lr: 2.46e-03
2024-04-30 11:19:03 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 6.322, Acc: 0.046, Base Lr: 2.46e-03
2024-04-30 11:19:09 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 6.275, Acc: 0.049, Base Lr: 2.46e-03
2024-04-30 11:19:16 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 6.236, Acc: 0.053, Base Lr: 2.46e-03
2024-04-30 11:19:22 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 6.205, Acc: 0.059, Base Lr: 2.46e-03
2024-04-30 11:19:29 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 6.171, Acc: 0.062, Base Lr: 2.46e-03
2024-04-30 11:19:35 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 6.133, Acc: 0.067, Base Lr: 2.46e-03
2024-04-30 11:19:42 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 6.110, Acc: 0.071, Base Lr: 2.46e-03
2024-04-30 11:19:48 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 6.069, Acc: 0.079, Base Lr: 2.46e-03
2024-04-30 11:19:55 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 6.024, Acc: 0.087, Base Lr: 2.46e-03
2024-04-30 11:20:01 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 5.999, Acc: 0.089, Base Lr: 2.46e-03
2024-04-30 11:20:08 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 5.959, Acc: 0.096, Base Lr: 2.46e-03
2024-04-30 11:20:15 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 5.908, Acc: 0.105, Base Lr: 2.46e-03
2024-04-30 11:20:21 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 5.857, Acc: 0.114, Base Lr: 2.46e-03
2024-04-30 11:20:28 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 5.787, Acc: 0.127, Base Lr: 2.46e-03
2024-04-30 11:20:34 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 5.710, Acc: 0.143, Base Lr: 2.46e-03
2024-04-30 11:20:36 transreid.train INFO: Epoch 6 done. Time per epoch: 121.039[s] Speed: 96.8[samples/s]
2024-04-30 11:20:44 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 6.014, Acc: 0.059, Base Lr: 2.85e-03
2024-04-30 11:20:50 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 6.001, Acc: 0.065, Base Lr: 2.85e-03
2024-04-30 11:20:57 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 5.916, Acc: 0.080, Base Lr: 2.85e-03
2024-04-30 11:21:03 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 5.909, Acc: 0.080, Base Lr: 2.85e-03
2024-04-30 11:21:10 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 5.856, Acc: 0.087, Base Lr: 2.85e-03
2024-04-30 11:21:17 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 5.783, Acc: 0.100, Base Lr: 2.85e-03
2024-04-30 11:21:23 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 5.720, Acc: 0.110, Base Lr: 2.85e-03
2024-04-30 11:21:30 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 5.687, Acc: 0.114, Base Lr: 2.85e-03
2024-04-30 11:21:37 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 5.640, Acc: 0.120, Base Lr: 2.85e-03
2024-04-30 11:21:43 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 5.604, Acc: 0.126, Base Lr: 2.85e-03
2024-04-30 11:21:50 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 5.586, Acc: 0.127, Base Lr: 2.85e-03
2024-04-30 11:21:56 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 5.554, Acc: 0.133, Base Lr: 2.85e-03
2024-04-30 11:22:03 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 5.515, Acc: 0.138, Base Lr: 2.85e-03
2024-04-30 11:22:10 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 5.470, Acc: 0.146, Base Lr: 2.85e-03
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2024-04-30 11:22:38 transreid.train INFO: Epoch 7 done. Time per epoch: 121.992[s] Speed: 96.0[samples/s]
2024-04-30 11:22:46 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 5.580, Acc: 0.123, Base Lr: 3.25e-03
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2024-04-30 11:24:39 transreid.train INFO: Epoch 8 done. Time per epoch: 120.754[s] Speed: 97.0[samples/s]
2024-04-30 11:24:46 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 5.311, Acc: 0.136, Base Lr: 3.64e-03
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2024-04-30 11:26:41 transreid.train INFO: Epoch 9 done. Time per epoch: 122.366[s] Speed: 96.2[samples/s]
2024-04-30 11:26:49 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 4.698, Acc: 0.252, Base Lr: 4.04e-03
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2024-04-30 11:28:43 transreid.train INFO: Epoch 10 done. Time per epoch: 121.442[s] Speed: 96.4[samples/s]
2024-04-30 11:28:50 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 4.399, Acc: 0.278, Base Lr: 4.44e-03
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2024-04-30 11:30:46 transreid.train INFO: Epoch 11 done. Time per epoch: 122.613[s] Speed: 95.5[samples/s]
2024-04-30 11:30:53 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 4.069, Acc: 0.322, Base Lr: 4.83e-03
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2024-04-30 11:32:47 transreid.train INFO: Epoch 12 done. Time per epoch: 121.501[s] Speed: 96.4[samples/s]
2024-04-30 11:32:54 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 3.884, Acc: 0.373, Base Lr: 5.23e-03
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2024-04-30 11:34:48 transreid.train INFO: Epoch 13 done. Time per epoch: 121.302[s] Speed: 96.6[samples/s]
2024-04-30 11:34:56 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 3.189, Acc: 0.483, Base Lr: 5.62e-03
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2024-04-30 11:36:52 transreid.train INFO: Epoch 14 done. Time per epoch: 123.535[s] Speed: 95.3[samples/s]
2024-04-30 11:36:59 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 2.896, Acc: 0.506, Base Lr: 6.02e-03
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2024-04-30 11:38:55 transreid.train INFO: Epoch 15 done. Time per epoch: 122.831[s] Speed: 95.4[samples/s]
2024-04-30 11:39:02 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 2.486, Acc: 0.606, Base Lr: 6.42e-03
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2024-04-30 11:40:58 transreid.train INFO: Epoch 16 done. Time per epoch: 122.826[s] Speed: 95.4[samples/s]
2024-04-30 11:41:05 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 1.820, Acc: 0.709, Base Lr: 6.81e-03
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2024-04-30 11:43:01 transreid.train INFO: Epoch 17 done. Time per epoch: 123.380[s] Speed: 94.9[samples/s]
2024-04-30 11:43:08 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 1.695, Acc: 0.716, Base Lr: 7.21e-03
2024-04-30 11:43:15 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 1.697, Acc: 0.724, Base Lr: 7.21e-03
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2024-04-30 11:45:03 transreid.train INFO: Epoch 18 done. Time per epoch: 121.998[s] Speed: 96.0[samples/s]
2024-04-30 11:45:10 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 1.561, Acc: 0.728, Base Lr: 7.60e-03
2024-04-30 11:45:17 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 1.536, Acc: 0.741, Base Lr: 7.60e-03
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2024-04-30 11:45:50 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 1.290, Acc: 0.806, Base Lr: 7.60e-03
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2024-04-30 11:47:07 transreid.train INFO: Epoch 19 done. Time per epoch: 123.820[s] Speed: 95.1[samples/s]
2024-04-30 11:47:14 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 1.219, Acc: 0.820, Base Lr: 7.47e-03
2024-04-30 11:47:21 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 1.197, Acc: 0.834, Base Lr: 7.47e-03
2024-04-30 11:47:28 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 1.168, Acc: 0.830, Base Lr: 7.47e-03
2024-04-30 11:47:34 transreid.train INFO: Epoch[20] Iter[40/186] Loss: 1.139, Acc: 0.838, Base Lr: 7.47e-03
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2024-04-30 11:47:48 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 1.087, Acc: 0.846, Base Lr: 7.47e-03
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2024-04-30 11:48:01 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 1.051, Acc: 0.858, Base Lr: 7.47e-03
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2024-04-30 11:48:21 transreid.train INFO: Epoch[20] Iter[110/186] Loss: 0.998, Acc: 0.872, Base Lr: 7.47e-03
2024-04-30 11:48:28 transreid.train INFO: Epoch[20] Iter[120/186] Loss: 0.991, Acc: 0.875, Base Lr: 7.47e-03
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2024-04-30 11:49:11 transreid.train INFO: Epoch 20 done. Time per epoch: 124.287[s] Speed: 94.2[samples/s]
2024-04-30 11:50:00 transreid.train INFO: Validation Results - Epoch: 20
2024-04-30 11:50:00 transreid.train INFO: mAP: 63.4%
2024-04-30 11:50:00 transreid.train INFO: CMC curve, Rank-1  :82.2%
2024-04-30 11:50:00 transreid.train INFO: CMC curve, Rank-5  :93.1%
2024-04-30 11:50:00 transreid.train INFO: CMC curve, Rank-10 :95.8%
2024-04-30 11:50:08 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 1.210, Acc: 0.845, Base Lr: 7.41e-03
2024-04-30 11:50:14 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 1.126, Acc: 0.845, Base Lr: 7.41e-03
2024-04-30 11:50:21 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 1.082, Acc: 0.851, Base Lr: 7.41e-03
2024-04-30 11:50:28 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 1.037, Acc: 0.860, Base Lr: 7.41e-03
2024-04-30 11:50:34 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.999, Acc: 0.868, Base Lr: 7.41e-03
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2024-04-30 11:50:48 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.964, Acc: 0.878, Base Lr: 7.41e-03
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2024-04-30 11:51:01 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.907, Acc: 0.885, Base Lr: 7.41e-03
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2024-04-30 11:51:21 transreid.train INFO: Epoch[21] Iter[120/186] Loss: 0.871, Acc: 0.893, Base Lr: 7.41e-03
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2024-04-30 11:51:48 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.816, Acc: 0.904, Base Lr: 7.41e-03
2024-04-30 11:51:54 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.800, Acc: 0.907, Base Lr: 7.41e-03
2024-04-30 11:52:01 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.785, Acc: 0.909, Base Lr: 7.41e-03
2024-04-30 11:52:04 transreid.train INFO: Epoch 21 done. Time per epoch: 123.426[s] Speed: 95.4[samples/s]
2024-04-30 11:52:11 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.994, Acc: 0.847, Base Lr: 7.36e-03
2024-04-30 11:52:18 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 0.957, Acc: 0.867, Base Lr: 7.36e-03
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2024-04-30 11:53:52 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.719, Acc: 0.920, Base Lr: 7.36e-03
2024-04-30 11:53:58 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.705, Acc: 0.923, Base Lr: 7.36e-03
2024-04-30 11:54:05 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 0.685, Acc: 0.926, Base Lr: 7.36e-03
2024-04-30 11:54:07 transreid.train INFO: Epoch 22 done. Time per epoch: 123.535[s] Speed: 94.8[samples/s]
2024-04-30 11:54:15 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.869, Acc: 0.891, Base Lr: 7.30e-03
2024-04-30 11:54:21 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.858, Acc: 0.897, Base Lr: 7.30e-03
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2024-04-30 11:56:09 transreid.train INFO: Epoch 23 done. Time per epoch: 121.604[s] Speed: 96.3[samples/s]
2024-04-30 11:56:16 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.764, Acc: 0.902, Base Lr: 7.24e-03
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2024-04-30 11:58:12 transreid.train INFO: Epoch 24 done. Time per epoch: 123.599[s] Speed: 95.3[samples/s]
2024-04-30 11:58:20 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.698, Acc: 0.923, Base Lr: 7.18e-03
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2024-04-30 12:00:15 transreid.train INFO: Epoch 25 done. Time per epoch: 122.565[s] Speed: 95.6[samples/s]
2024-04-30 12:00:22 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.616, Acc: 0.928, Base Lr: 7.11e-03
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2024-04-30 12:02:19 transreid.train INFO: Epoch 26 done. Time per epoch: 123.748[s] Speed: 94.6[samples/s]
2024-04-30 12:02:26 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.579, Acc: 0.930, Base Lr: 7.04e-03
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2024-04-30 12:04:22 transreid.train INFO: Epoch 27 done. Time per epoch: 123.236[s] Speed: 95.0[samples/s]
2024-04-30 12:04:29 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.379, Acc: 0.967, Base Lr: 6.97e-03
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2024-04-30 12:06:25 transreid.train INFO: Epoch 28 done. Time per epoch: 122.624[s] Speed: 95.5[samples/s]
2024-04-30 12:06:32 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.477, Acc: 0.964, Base Lr: 6.90e-03
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2024-04-30 12:08:28 transreid.train INFO: Epoch 29 done. Time per epoch: 123.560[s] Speed: 94.8[samples/s]
2024-04-30 12:08:36 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.526, Acc: 0.959, Base Lr: 6.83e-03
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2024-04-30 12:10:32 transreid.train INFO: Epoch 30 done. Time per epoch: 123.659[s] Speed: 95.2[samples/s]
2024-04-30 12:10:39 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.393, Acc: 0.973, Base Lr: 6.76e-03
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2024-04-30 12:12:36 transreid.train INFO: Epoch 31 done. Time per epoch: 124.487[s] Speed: 93.6[samples/s]
2024-04-30 12:12:44 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.336, Acc: 0.964, Base Lr: 6.68e-03
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2024-04-30 12:14:39 transreid.train INFO: Epoch 32 done. Time per epoch: 122.732[s] Speed: 95.4[samples/s]
2024-04-30 12:14:46 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.366, Acc: 0.956, Base Lr: 6.60e-03
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2024-04-30 12:16:41 transreid.train INFO: Epoch 33 done. Time per epoch: 121.678[s] Speed: 96.8[samples/s]
2024-04-30 12:16:48 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.341, Acc: 0.966, Base Lr: 6.52e-03
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2024-04-30 12:18:43 transreid.train INFO: Epoch 34 done. Time per epoch: 122.035[s] Speed: 96.5[samples/s]
2024-04-30 12:18:50 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.332, Acc: 0.973, Base Lr: 6.44e-03
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2024-04-30 12:20:43 transreid.train INFO: Epoch 35 done. Time per epoch: 120.565[s] Speed: 97.7[samples/s]
2024-04-30 12:20:51 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.263, Acc: 0.981, Base Lr: 6.35e-03
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2024-04-30 12:22:45 transreid.train INFO: Epoch 36 done. Time per epoch: 121.951[s] Speed: 96.6[samples/s]
2024-04-30 12:22:52 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.339, Acc: 0.973, Base Lr: 6.27e-03
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2024-04-30 12:24:47 transreid.train INFO: Epoch 37 done. Time per epoch: 122.041[s] Speed: 96.5[samples/s]
2024-04-30 12:24:54 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.281, Acc: 0.983, Base Lr: 6.18e-03
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2024-04-30 12:26:48 transreid.train INFO: Epoch 38 done. Time per epoch: 120.516[s] Speed: 97.2[samples/s]
2024-04-30 12:26:55 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.294, Acc: 0.981, Base Lr: 6.09e-03
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2024-04-30 12:27:55 transreid.train INFO: Epoch[39] Iter[100/186] Loss: 0.238, Acc: 0.984, Base Lr: 6.09e-03
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2024-04-30 12:28:50 transreid.train INFO: Epoch 39 done. Time per epoch: 121.980[s] Speed: 96.0[samples/s]
2024-04-30 12:28:57 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.315, Acc: 0.978, Base Lr: 6.00e-03
2024-04-30 12:29:04 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.274, Acc: 0.980, Base Lr: 6.00e-03
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2024-04-30 12:29:17 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.261, Acc: 0.982, Base Lr: 6.00e-03
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2024-04-30 12:30:36 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.230, Acc: 0.984, Base Lr: 6.00e-03
2024-04-30 12:30:42 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.225, Acc: 0.984, Base Lr: 6.00e-03
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2024-04-30 12:30:51 transreid.train INFO: Epoch 40 done. Time per epoch: 121.212[s] Speed: 96.6[samples/s]
2024-04-30 12:31:39 transreid.train INFO: Validation Results - Epoch: 40
2024-04-30 12:31:39 transreid.train INFO: mAP: 72.4%
2024-04-30 12:31:39 transreid.train INFO: CMC curve, Rank-1  :87.7%
2024-04-30 12:31:39 transreid.train INFO: CMC curve, Rank-5  :95.6%
2024-04-30 12:31:39 transreid.train INFO: CMC curve, Rank-10 :97.2%
2024-04-30 12:31:46 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.224, Acc: 0.981, Base Lr: 5.91e-03
2024-04-30 12:31:53 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.208, Acc: 0.986, Base Lr: 5.91e-03
2024-04-30 12:32:00 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.212, Acc: 0.984, Base Lr: 5.91e-03
2024-04-30 12:32:06 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.201, Acc: 0.985, Base Lr: 5.91e-03
2024-04-30 12:32:13 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.212, Acc: 0.984, Base Lr: 5.91e-03
2024-04-30 12:32:20 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.210, Acc: 0.983, Base Lr: 5.91e-03
2024-04-30 12:32:26 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.208, Acc: 0.984, Base Lr: 5.91e-03
2024-04-30 12:32:33 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.210, Acc: 0.984, Base Lr: 5.91e-03
2024-04-30 12:32:40 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.202, Acc: 0.985, Base Lr: 5.91e-03
2024-04-30 12:32:46 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.196, Acc: 0.986, Base Lr: 5.91e-03
2024-04-30 12:32:53 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.193, Acc: 0.986, Base Lr: 5.91e-03
2024-04-30 12:33:00 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.189, Acc: 0.986, Base Lr: 5.91e-03
2024-04-30 12:33:06 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.188, Acc: 0.986, Base Lr: 5.91e-03
2024-04-30 12:33:13 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.184, Acc: 0.987, Base Lr: 5.91e-03
2024-04-30 12:33:20 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.181, Acc: 0.987, Base Lr: 5.91e-03
2024-04-30 12:33:26 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.179, Acc: 0.987, Base Lr: 5.91e-03
2024-04-30 12:33:33 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.178, Acc: 0.987, Base Lr: 5.91e-03
2024-04-30 12:33:39 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.174, Acc: 0.987, Base Lr: 5.91e-03
2024-04-30 12:33:42 transreid.train INFO: Epoch 41 done. Time per epoch: 122.928[s] Speed: 95.8[samples/s]
2024-04-30 12:33:49 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.234, Acc: 0.975, Base Lr: 5.82e-03
2024-04-30 12:33:56 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.250, Acc: 0.977, Base Lr: 5.82e-03
2024-04-30 12:34:03 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.240, Acc: 0.980, Base Lr: 5.82e-03
2024-04-30 12:34:09 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.240, Acc: 0.980, Base Lr: 5.82e-03
2024-04-30 12:34:16 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.236, Acc: 0.981, Base Lr: 5.82e-03
2024-04-30 12:34:22 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.233, Acc: 0.981, Base Lr: 5.82e-03
2024-04-30 12:34:29 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.229, Acc: 0.982, Base Lr: 5.82e-03
2024-04-30 12:34:36 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.223, Acc: 0.983, Base Lr: 5.82e-03
2024-04-30 12:34:42 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.219, Acc: 0.982, Base Lr: 5.82e-03
2024-04-30 12:34:49 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.214, Acc: 0.983, Base Lr: 5.82e-03
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2024-04-30 12:35:02 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.216, Acc: 0.983, Base Lr: 5.82e-03
2024-04-30 12:35:08 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.211, Acc: 0.984, Base Lr: 5.82e-03
2024-04-30 12:35:15 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.210, Acc: 0.983, Base Lr: 5.82e-03
2024-04-30 12:35:22 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.205, Acc: 0.984, Base Lr: 5.82e-03
2024-04-30 12:35:28 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.201, Acc: 0.984, Base Lr: 5.82e-03
2024-04-30 12:35:35 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.198, Acc: 0.984, Base Lr: 5.82e-03
2024-04-30 12:35:42 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.194, Acc: 0.985, Base Lr: 5.82e-03
2024-04-30 12:35:44 transreid.train INFO: Epoch 42 done. Time per epoch: 122.454[s] Speed: 96.2[samples/s]
2024-04-30 12:35:52 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.207, Acc: 0.978, Base Lr: 5.73e-03
2024-04-30 12:35:58 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.197, Acc: 0.982, Base Lr: 5.73e-03
2024-04-30 12:36:05 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.214, Acc: 0.981, Base Lr: 5.73e-03
2024-04-30 12:36:11 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.198, Acc: 0.984, Base Lr: 5.73e-03
2024-04-30 12:36:17 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.195, Acc: 0.985, Base Lr: 5.73e-03
2024-04-30 12:36:24 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.195, Acc: 0.984, Base Lr: 5.73e-03
2024-04-30 12:36:30 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.206, Acc: 0.983, Base Lr: 5.73e-03
2024-04-30 12:36:37 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.207, Acc: 0.984, Base Lr: 5.73e-03
2024-04-30 12:36:43 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.204, Acc: 0.985, Base Lr: 5.73e-03
2024-04-30 12:36:50 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.204, Acc: 0.985, Base Lr: 5.73e-03
2024-04-30 12:36:57 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.205, Acc: 0.985, Base Lr: 5.73e-03
2024-04-30 12:37:03 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.203, Acc: 0.985, Base Lr: 5.73e-03
2024-04-30 12:37:10 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.204, Acc: 0.986, Base Lr: 5.73e-03
2024-04-30 12:37:16 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.204, Acc: 0.986, Base Lr: 5.73e-03
2024-04-30 12:37:23 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.201, Acc: 0.987, Base Lr: 5.73e-03
2024-04-30 12:37:29 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.200, Acc: 0.986, Base Lr: 5.73e-03
2024-04-30 12:37:36 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.197, Acc: 0.986, Base Lr: 5.73e-03
2024-04-30 12:37:43 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.192, Acc: 0.987, Base Lr: 5.73e-03
2024-04-30 12:37:45 transreid.train INFO: Epoch 43 done. Time per epoch: 120.789[s] Speed: 97.5[samples/s]
2024-04-30 12:37:53 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.176, Acc: 0.984, Base Lr: 5.63e-03
2024-04-30 12:37:59 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.193, Acc: 0.988, Base Lr: 5.63e-03
2024-04-30 12:38:06 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.207, Acc: 0.986, Base Lr: 5.63e-03
2024-04-30 12:38:12 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.201, Acc: 0.987, Base Lr: 5.63e-03
2024-04-30 12:38:19 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.192, Acc: 0.988, Base Lr: 5.63e-03
2024-04-30 12:38:25 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.200, Acc: 0.987, Base Lr: 5.63e-03
2024-04-30 12:38:32 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.195, Acc: 0.987, Base Lr: 5.63e-03
2024-04-30 12:38:39 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.198, Acc: 0.987, Base Lr: 5.63e-03
2024-04-30 12:38:45 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.196, Acc: 0.987, Base Lr: 5.63e-03
2024-04-30 12:38:52 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.194, Acc: 0.987, Base Lr: 5.63e-03
2024-04-30 12:38:59 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.189, Acc: 0.987, Base Lr: 5.63e-03
2024-04-30 12:39:05 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.186, Acc: 0.987, Base Lr: 5.63e-03
2024-04-30 12:39:12 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.184, Acc: 0.987, Base Lr: 5.63e-03
2024-04-30 12:39:19 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.182, Acc: 0.987, Base Lr: 5.63e-03
2024-04-30 12:39:25 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.179, Acc: 0.987, Base Lr: 5.63e-03
2024-04-30 12:39:32 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.180, Acc: 0.987, Base Lr: 5.63e-03
2024-04-30 12:39:39 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.178, Acc: 0.988, Base Lr: 5.63e-03
2024-04-30 12:39:45 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.175, Acc: 0.987, Base Lr: 5.63e-03
2024-04-30 12:39:48 transreid.train INFO: Epoch 44 done. Time per epoch: 122.976[s] Speed: 95.8[samples/s]
2024-04-30 12:39:56 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.208, Acc: 0.991, Base Lr: 5.54e-03
2024-04-30 12:40:02 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.180, Acc: 0.990, Base Lr: 5.54e-03
2024-04-30 12:40:09 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.173, Acc: 0.991, Base Lr: 5.54e-03
2024-04-30 12:40:15 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.178, Acc: 0.989, Base Lr: 5.54e-03
2024-04-30 12:40:22 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.197, Acc: 0.988, Base Lr: 5.54e-03
2024-04-30 12:40:29 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.189, Acc: 0.988, Base Lr: 5.54e-03
2024-04-30 12:40:35 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.186, Acc: 0.988, Base Lr: 5.54e-03
2024-04-30 12:40:42 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.183, Acc: 0.988, Base Lr: 5.54e-03
2024-04-30 12:40:49 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.180, Acc: 0.988, Base Lr: 5.54e-03
2024-04-30 12:40:55 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.181, Acc: 0.987, Base Lr: 5.54e-03
2024-04-30 12:41:02 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.182, Acc: 0.987, Base Lr: 5.54e-03
2024-04-30 12:41:09 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.178, Acc: 0.987, Base Lr: 5.54e-03
2024-04-30 12:41:15 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.176, Acc: 0.987, Base Lr: 5.54e-03
2024-04-30 12:41:22 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.174, Acc: 0.988, Base Lr: 5.54e-03
2024-04-30 12:41:28 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.170, Acc: 0.988, Base Lr: 5.54e-03
2024-04-30 12:41:34 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.170, Acc: 0.988, Base Lr: 5.54e-03
2024-04-30 12:41:41 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.166, Acc: 0.988, Base Lr: 5.54e-03
2024-04-30 12:41:48 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.163, Acc: 0.988, Base Lr: 5.54e-03
2024-04-30 12:41:50 transreid.train INFO: Epoch 45 done. Time per epoch: 121.683[s] Speed: 96.3[samples/s]
2024-04-30 12:41:57 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.104, Acc: 0.991, Base Lr: 5.44e-03
2024-04-30 12:42:04 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.121, Acc: 0.991, Base Lr: 5.44e-03
2024-04-30 12:42:11 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.133, Acc: 0.991, Base Lr: 5.44e-03
2024-04-30 12:42:17 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.145, Acc: 0.990, Base Lr: 5.44e-03
2024-04-30 12:42:24 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.149, Acc: 0.989, Base Lr: 5.44e-03
2024-04-30 12:42:30 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.154, Acc: 0.989, Base Lr: 5.44e-03
2024-04-30 12:42:37 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.159, Acc: 0.989, Base Lr: 5.44e-03
2024-04-30 12:42:44 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.154, Acc: 0.990, Base Lr: 5.44e-03
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2024-04-30 12:42:57 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.153, Acc: 0.989, Base Lr: 5.44e-03
2024-04-30 12:43:04 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.151, Acc: 0.989, Base Lr: 5.44e-03
2024-04-30 12:43:10 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.151, Acc: 0.989, Base Lr: 5.44e-03
2024-04-30 12:43:17 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.150, Acc: 0.989, Base Lr: 5.44e-03
2024-04-30 12:43:23 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.149, Acc: 0.989, Base Lr: 5.44e-03
2024-04-30 12:43:30 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.148, Acc: 0.990, Base Lr: 5.44e-03
2024-04-30 12:43:37 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.146, Acc: 0.990, Base Lr: 5.44e-03
2024-04-30 12:43:43 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.146, Acc: 0.990, Base Lr: 5.44e-03
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2024-04-30 12:43:52 transreid.train INFO: Epoch 46 done. Time per epoch: 121.986[s] Speed: 96.0[samples/s]
2024-04-30 12:43:59 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.170, Acc: 0.984, Base Lr: 5.34e-03
2024-04-30 12:44:06 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.196, Acc: 0.984, Base Lr: 5.34e-03
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2024-04-30 12:44:32 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.181, Acc: 0.986, Base Lr: 5.34e-03
2024-04-30 12:44:39 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.177, Acc: 0.986, Base Lr: 5.34e-03
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2024-04-30 12:45:54 transreid.train INFO: Epoch 47 done. Time per epoch: 122.139[s] Speed: 96.4[samples/s]
2024-04-30 12:46:01 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.156, Acc: 0.983, Base Lr: 5.24e-03
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2024-04-30 12:47:57 transreid.train INFO: Epoch 48 done. Time per epoch: 122.584[s] Speed: 96.1[samples/s]
2024-04-30 12:48:04 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.206, Acc: 0.978, Base Lr: 5.14e-03
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2024-04-30 12:50:00 transreid.train INFO: Epoch 49 done. Time per epoch: 123.476[s] Speed: 94.9[samples/s]
2024-04-30 12:50:07 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.160, Acc: 0.986, Base Lr: 5.04e-03
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2024-04-30 12:52:01 transreid.train INFO: Epoch 50 done. Time per epoch: 121.380[s] Speed: 97.0[samples/s]
2024-04-30 12:52:09 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.180, Acc: 0.992, Base Lr: 4.94e-03
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2024-04-30 12:54:05 transreid.train INFO: Epoch 51 done. Time per epoch: 123.314[s] Speed: 95.5[samples/s]
2024-04-30 12:54:12 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.131, Acc: 0.991, Base Lr: 4.84e-03
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2024-04-30 12:56:08 transreid.train INFO: Epoch 52 done. Time per epoch: 123.091[s] Speed: 95.7[samples/s]
2024-04-30 12:56:15 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.147, Acc: 0.989, Base Lr: 4.74e-03
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2024-04-30 12:56:48 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.139, Acc: 0.990, Base Lr: 4.74e-03
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2024-04-30 12:57:02 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.145, Acc: 0.989, Base Lr: 4.74e-03
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2024-04-30 12:58:15 transreid.train INFO: Epoch 53 done. Time per epoch: 127.378[s] Speed: 92.4[samples/s]
2024-04-30 12:58:23 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.183, Acc: 0.989, Base Lr: 4.63e-03
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2024-04-30 12:58:59 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.158, Acc: 0.987, Base Lr: 4.63e-03
2024-04-30 12:59:07 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.151, Acc: 0.988, Base Lr: 4.63e-03
2024-04-30 12:59:14 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.155, Acc: 0.988, Base Lr: 4.63e-03
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2024-04-30 13:00:05 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.135, Acc: 0.991, Base Lr: 4.63e-03
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2024-04-30 13:00:29 transreid.train INFO: Epoch 54 done. Time per epoch: 134.155[s] Speed: 87.8[samples/s]
2024-04-30 13:00:33 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.133, Acc: 0.989, Base Lr: 4.53e-03
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2024-04-30 13:00:56 transreid.train INFO: Epoch[55] Iter[80/186] Loss: 0.120, Acc: 0.991, Base Lr: 4.53e-03
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2024-04-30 13:01:29 transreid.train INFO: Epoch 55 done. Time per epoch: 59.789[s] Speed: 195.9[samples/s]
2024-04-30 13:01:33 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.148, Acc: 0.989, Base Lr: 4.43e-03
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2024-04-30 13:02:30 transreid.train INFO: Epoch 56 done. Time per epoch: 60.315[s] Speed: 194.2[samples/s]
2024-04-30 13:02:36 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.119, Acc: 0.989, Base Lr: 4.32e-03
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2024-04-30 13:04:32 transreid.train INFO: Epoch 57 done. Time per epoch: 122.250[s] Speed: 96.3[samples/s]
2024-04-30 13:04:39 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.165, Acc: 0.984, Base Lr: 4.22e-03
2024-04-30 13:04:46 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.153, Acc: 0.987, Base Lr: 4.22e-03
2024-04-30 13:04:52 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.138, Acc: 0.989, Base Lr: 4.22e-03
2024-04-30 13:04:59 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.123, Acc: 0.990, Base Lr: 4.22e-03
2024-04-30 13:05:06 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.120, Acc: 0.989, Base Lr: 4.22e-03
2024-04-30 13:05:12 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.119, Acc: 0.990, Base Lr: 4.22e-03
2024-04-30 13:05:19 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.121, Acc: 0.989, Base Lr: 4.22e-03
2024-04-30 13:05:26 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.123, Acc: 0.990, Base Lr: 4.22e-03
2024-04-30 13:05:32 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.126, Acc: 0.989, Base Lr: 4.22e-03
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2024-04-30 13:06:12 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.122, Acc: 0.990, Base Lr: 4.22e-03
2024-04-30 13:06:19 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.121, Acc: 0.990, Base Lr: 4.22e-03
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2024-04-30 13:06:34 transreid.train INFO: Epoch 58 done. Time per epoch: 122.539[s] Speed: 95.6[samples/s]
2024-04-30 13:06:42 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.107, Acc: 0.997, Base Lr: 4.11e-03
2024-04-30 13:06:48 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.124, Acc: 0.992, Base Lr: 4.11e-03
2024-04-30 13:06:55 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.116, Acc: 0.993, Base Lr: 4.11e-03
2024-04-30 13:07:01 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.115, Acc: 0.993, Base Lr: 4.11e-03
2024-04-30 13:07:08 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.110, Acc: 0.994, Base Lr: 4.11e-03
2024-04-30 13:07:15 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.112, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 13:07:21 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.119, Acc: 0.994, Base Lr: 4.11e-03
2024-04-30 13:07:28 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.119, Acc: 0.994, Base Lr: 4.11e-03
2024-04-30 13:07:35 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.117, Acc: 0.993, Base Lr: 4.11e-03
2024-04-30 13:07:41 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.115, Acc: 0.993, Base Lr: 4.11e-03
2024-04-30 13:07:47 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.115, Acc: 0.993, Base Lr: 4.11e-03
2024-04-30 13:07:53 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.113, Acc: 0.993, Base Lr: 4.11e-03
2024-04-30 13:07:59 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.112, Acc: 0.993, Base Lr: 4.11e-03
2024-04-30 13:08:06 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.115, Acc: 0.993, Base Lr: 4.11e-03
2024-04-30 13:08:13 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.115, Acc: 0.993, Base Lr: 4.11e-03
2024-04-30 13:08:19 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.114, Acc: 0.993, Base Lr: 4.11e-03
2024-04-30 13:08:26 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.115, Acc: 0.993, Base Lr: 4.11e-03
2024-04-30 13:08:33 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.112, Acc: 0.993, Base Lr: 4.11e-03
2024-04-30 13:08:35 transreid.train INFO: Epoch 59 done. Time per epoch: 121.027[s] Speed: 97.3[samples/s]
2024-04-30 13:08:43 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.122, Acc: 0.991, Base Lr: 4.01e-03
2024-04-30 13:08:50 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.120, Acc: 0.991, Base Lr: 4.01e-03
2024-04-30 13:08:56 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.117, Acc: 0.991, Base Lr: 4.01e-03
2024-04-30 13:09:03 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.133, Acc: 0.990, Base Lr: 4.01e-03
2024-04-30 13:09:10 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.139, Acc: 0.989, Base Lr: 4.01e-03
2024-04-30 13:09:16 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.134, Acc: 0.990, Base Lr: 4.01e-03
2024-04-30 13:09:23 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.127, Acc: 0.991, Base Lr: 4.01e-03
2024-04-30 13:09:30 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.125, Acc: 0.991, Base Lr: 4.01e-03
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2024-04-30 13:09:43 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.117, Acc: 0.992, Base Lr: 4.01e-03
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2024-04-30 13:10:09 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.110, Acc: 0.992, Base Lr: 4.01e-03
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2024-04-30 13:10:23 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.108, Acc: 0.992, Base Lr: 4.01e-03
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2024-04-30 13:10:38 transreid.train INFO: Epoch 60 done. Time per epoch: 122.580[s] Speed: 95.5[samples/s]
2024-04-30 13:11:26 transreid.train INFO: Validation Results - Epoch: 60
2024-04-30 13:11:26 transreid.train INFO: mAP: 74.7%
2024-04-30 13:11:26 transreid.train INFO: CMC curve, Rank-1  :88.8%
2024-04-30 13:11:26 transreid.train INFO: CMC curve, Rank-5  :96.1%
2024-04-30 13:11:26 transreid.train INFO: CMC curve, Rank-10 :97.8%
2024-04-30 13:11:33 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.151, Acc: 0.986, Base Lr: 3.90e-03
2024-04-30 13:11:40 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.138, Acc: 0.986, Base Lr: 3.90e-03
2024-04-30 13:11:47 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.118, Acc: 0.989, Base Lr: 3.90e-03
2024-04-30 13:11:53 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.122, Acc: 0.990, Base Lr: 3.90e-03
2024-04-30 13:12:00 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.128, Acc: 0.989, Base Lr: 3.90e-03
2024-04-30 13:12:07 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.125, Acc: 0.989, Base Lr: 3.90e-03
2024-04-30 13:12:13 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.121, Acc: 0.990, Base Lr: 3.90e-03
2024-04-30 13:12:20 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.123, Acc: 0.990, Base Lr: 3.90e-03
2024-04-30 13:12:26 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.119, Acc: 0.991, Base Lr: 3.90e-03
2024-04-30 13:12:33 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.116, Acc: 0.992, Base Lr: 3.90e-03
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2024-04-30 13:12:53 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.112, Acc: 0.991, Base Lr: 3.90e-03
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2024-04-30 13:13:04 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.112, Acc: 0.992, Base Lr: 3.90e-03
2024-04-30 13:13:11 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.110, Acc: 0.992, Base Lr: 3.90e-03
2024-04-30 13:13:17 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.109, Acc: 0.992, Base Lr: 3.90e-03
2024-04-30 13:13:24 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.106, Acc: 0.992, Base Lr: 3.90e-03
2024-04-30 13:13:27 transreid.train INFO: Epoch 61 done. Time per epoch: 120.533[s] Speed: 97.7[samples/s]
2024-04-30 13:13:34 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.171, Acc: 0.984, Base Lr: 3.80e-03
2024-04-30 13:13:40 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.151, Acc: 0.987, Base Lr: 3.80e-03
2024-04-30 13:13:47 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.124, Acc: 0.991, Base Lr: 3.80e-03
2024-04-30 13:13:54 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.125, Acc: 0.990, Base Lr: 3.80e-03
2024-04-30 13:14:00 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.128, Acc: 0.989, Base Lr: 3.80e-03
2024-04-30 13:14:07 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.123, Acc: 0.991, Base Lr: 3.80e-03
2024-04-30 13:14:14 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.120, Acc: 0.991, Base Lr: 3.80e-03
2024-04-30 13:14:20 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.122, Acc: 0.991, Base Lr: 3.80e-03
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2024-04-30 13:14:33 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.117, Acc: 0.991, Base Lr: 3.80e-03
2024-04-30 13:14:40 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.114, Acc: 0.990, Base Lr: 3.80e-03
2024-04-30 13:14:47 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.113, Acc: 0.991, Base Lr: 3.80e-03
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2024-04-30 13:15:00 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.110, Acc: 0.991, Base Lr: 3.80e-03
2024-04-30 13:15:07 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.107, Acc: 0.991, Base Lr: 3.80e-03
2024-04-30 13:15:13 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.108, Acc: 0.992, Base Lr: 3.80e-03
2024-04-30 13:15:20 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.106, Acc: 0.992, Base Lr: 3.80e-03
2024-04-30 13:15:26 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.104, Acc: 0.992, Base Lr: 3.80e-03
2024-04-30 13:15:28 transreid.train INFO: Epoch 62 done. Time per epoch: 121.735[s] Speed: 96.2[samples/s]
2024-04-30 13:15:36 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.146, Acc: 0.988, Base Lr: 3.69e-03
2024-04-30 13:15:42 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.140, Acc: 0.987, Base Lr: 3.69e-03
2024-04-30 13:15:49 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.142, Acc: 0.986, Base Lr: 3.69e-03
2024-04-30 13:15:55 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.129, Acc: 0.988, Base Lr: 3.69e-03
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2024-04-30 13:16:09 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.125, Acc: 0.990, Base Lr: 3.69e-03
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2024-04-30 13:17:30 transreid.train INFO: Epoch 63 done. Time per epoch: 121.472[s] Speed: 96.4[samples/s]
2024-04-30 13:17:37 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.138, Acc: 0.989, Base Lr: 3.59e-03
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2024-04-30 13:19:29 transreid.train INFO: Epoch 64 done. Time per epoch: 119.658[s] Speed: 97.9[samples/s]
2024-04-30 13:19:37 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.083, Acc: 0.991, Base Lr: 3.49e-03
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2024-04-30 13:21:31 transreid.train INFO: Epoch 65 done. Time per epoch: 121.095[s] Speed: 97.2[samples/s]
2024-04-30 13:21:38 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.126, Acc: 0.991, Base Lr: 3.38e-03
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2024-04-30 13:23:31 transreid.train INFO: Epoch 66 done. Time per epoch: 120.417[s] Speed: 97.3[samples/s]
2024-04-30 13:23:38 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.120, Acc: 0.989, Base Lr: 3.28e-03
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2024-04-30 13:25:33 transreid.train INFO: Epoch 67 done. Time per epoch: 122.293[s] Speed: 96.3[samples/s]
2024-04-30 13:25:41 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.155, Acc: 0.988, Base Lr: 3.18e-03
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2024-04-30 13:27:35 transreid.train INFO: Epoch 68 done. Time per epoch: 121.958[s] Speed: 96.0[samples/s]
2024-04-30 13:27:43 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.117, Acc: 0.991, Base Lr: 3.08e-03
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2024-04-30 13:29:36 transreid.train INFO: Epoch 69 done. Time per epoch: 120.327[s] Speed: 97.9[samples/s]
2024-04-30 13:29:43 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.088, Acc: 0.995, Base Lr: 2.97e-03
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2024-04-30 13:31:40 transreid.train INFO: Epoch 70 done. Time per epoch: 124.276[s] Speed: 94.2[samples/s]
2024-04-30 13:31:47 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.109, Acc: 0.992, Base Lr: 2.87e-03
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2024-04-30 13:33:43 transreid.train INFO: Epoch 71 done. Time per epoch: 122.730[s] Speed: 96.0[samples/s]
2024-04-30 13:33:49 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.117, Acc: 0.986, Base Lr: 2.77e-03
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2024-04-30 13:35:42 transreid.train INFO: Epoch 72 done. Time per epoch: 119.566[s] Speed: 98.0[samples/s]
2024-04-30 13:35:49 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.110, Acc: 0.989, Base Lr: 2.68e-03
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2024-04-30 13:37:45 transreid.train INFO: Epoch 73 done. Time per epoch: 123.310[s] Speed: 95.0[samples/s]
2024-04-30 13:37:53 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.059, Acc: 0.997, Base Lr: 2.58e-03
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2024-04-30 13:39:48 transreid.train INFO: Epoch 74 done. Time per epoch: 122.031[s] Speed: 96.0[samples/s]
2024-04-30 13:39:55 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.115, Acc: 0.992, Base Lr: 2.48e-03
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2024-04-30 13:41:52 transreid.train INFO: Epoch 75 done. Time per epoch: 124.470[s] Speed: 94.1[samples/s]
2024-04-30 13:41:59 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.086, Acc: 0.992, Base Lr: 2.38e-03
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2024-04-30 13:43:57 transreid.train INFO: Epoch 76 done. Time per epoch: 124.554[s] Speed: 94.0[samples/s]
2024-04-30 13:44:04 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.115, Acc: 0.994, Base Lr: 2.29e-03
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2024-04-30 13:46:00 transreid.train INFO: Epoch 77 done. Time per epoch: 123.224[s] Speed: 95.0[samples/s]
2024-04-30 13:46:07 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.132, Acc: 0.984, Base Lr: 2.20e-03
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2024-04-30 13:48:03 transreid.train INFO: Epoch 78 done. Time per epoch: 123.566[s] Speed: 94.8[samples/s]
2024-04-30 13:48:11 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.077, Acc: 0.994, Base Lr: 2.10e-03
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2024-04-30 13:48:58 transreid.train INFO: Epoch[79] Iter[80/186] Loss: 0.088, Acc: 0.995, Base Lr: 2.10e-03
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2024-04-30 13:50:07 transreid.train INFO: Epoch 79 done. Time per epoch: 123.492[s] Speed: 95.4[samples/s]
2024-04-30 13:50:14 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.108, Acc: 0.991, Base Lr: 2.01e-03
2024-04-30 13:50:21 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.090, Acc: 0.993, Base Lr: 2.01e-03
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2024-04-30 13:51:01 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.081, Acc: 0.995, Base Lr: 2.01e-03
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2024-04-30 13:52:11 transreid.train INFO: Epoch 80 done. Time per epoch: 123.739[s] Speed: 94.7[samples/s]
2024-04-30 13:53:00 transreid.train INFO: Validation Results - Epoch: 80
2024-04-30 13:53:00 transreid.train INFO: mAP: 75.8%
2024-04-30 13:53:00 transreid.train INFO: CMC curve, Rank-1  :89.9%
2024-04-30 13:53:00 transreid.train INFO: CMC curve, Rank-5  :96.5%
2024-04-30 13:53:00 transreid.train INFO: CMC curve, Rank-10 :98.0%
2024-04-30 13:53:08 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.074, Acc: 0.997, Base Lr: 1.92e-03
2024-04-30 13:53:14 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.062, Acc: 0.997, Base Lr: 1.92e-03
2024-04-30 13:53:21 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.073, Acc: 0.996, Base Lr: 1.92e-03
2024-04-30 13:53:28 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.082, Acc: 0.995, Base Lr: 1.92e-03
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2024-04-30 13:53:49 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.080, Acc: 0.996, Base Lr: 1.92e-03
2024-04-30 13:53:56 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.079, Acc: 0.996, Base Lr: 1.92e-03
2024-04-30 13:54:03 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.079, Acc: 0.996, Base Lr: 1.92e-03
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2024-04-30 13:54:24 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.077, Acc: 0.996, Base Lr: 1.92e-03
2024-04-30 13:54:31 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.074, Acc: 0.996, Base Lr: 1.92e-03
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2024-04-30 13:54:52 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.070, Acc: 0.996, Base Lr: 1.92e-03
2024-04-30 13:54:58 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.070, Acc: 0.996, Base Lr: 1.92e-03
2024-04-30 13:55:04 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.068, Acc: 0.996, Base Lr: 1.92e-03
2024-04-30 13:55:07 transreid.train INFO: Epoch 81 done. Time per epoch: 126.690[s] Speed: 93.5[samples/s]
2024-04-30 13:55:15 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.082, Acc: 0.991, Base Lr: 1.83e-03
2024-04-30 13:55:22 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.090, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 13:55:29 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.102, Acc: 0.993, Base Lr: 1.83e-03
2024-04-30 13:55:36 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.098, Acc: 0.994, Base Lr: 1.83e-03
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2024-04-30 13:55:50 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.093, Acc: 0.994, Base Lr: 1.83e-03
2024-04-30 13:55:57 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.087, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 13:56:03 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.085, Acc: 0.995, Base Lr: 1.83e-03
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2024-04-30 13:56:52 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.080, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 13:56:59 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.078, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 13:57:06 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.077, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 13:57:13 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.075, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 13:57:15 transreid.train INFO: Epoch 82 done. Time per epoch: 128.529[s] Speed: 91.1[samples/s]
2024-04-30 13:57:23 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.107, Acc: 0.992, Base Lr: 1.75e-03
2024-04-30 13:57:30 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.106, Acc: 0.991, Base Lr: 1.75e-03
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2024-04-30 13:57:44 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.089, Acc: 0.993, Base Lr: 1.75e-03
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2024-04-30 13:57:58 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.078, Acc: 0.995, Base Lr: 1.75e-03
2024-04-30 13:58:05 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.077, Acc: 0.995, Base Lr: 1.75e-03
2024-04-30 13:58:12 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.078, Acc: 0.994, Base Lr: 1.75e-03
2024-04-30 13:58:19 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.079, Acc: 0.994, Base Lr: 1.75e-03
2024-04-30 13:58:26 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.082, Acc: 0.994, Base Lr: 1.75e-03
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2024-04-30 13:58:40 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.079, Acc: 0.994, Base Lr: 1.75e-03
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2024-04-30 13:58:54 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.082, Acc: 0.994, Base Lr: 1.75e-03
2024-04-30 13:59:01 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.081, Acc: 0.994, Base Lr: 1.75e-03
2024-04-30 13:59:08 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.081, Acc: 0.994, Base Lr: 1.75e-03
2024-04-30 13:59:15 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.081, Acc: 0.994, Base Lr: 1.75e-03
2024-04-30 13:59:22 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.080, Acc: 0.995, Base Lr: 1.75e-03
2024-04-30 13:59:25 transreid.train INFO: Epoch 83 done. Time per epoch: 129.306[s] Speed: 91.1[samples/s]
2024-04-30 13:59:32 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.087, Acc: 0.992, Base Lr: 1.66e-03
2024-04-30 13:59:39 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.081, Acc: 0.993, Base Lr: 1.66e-03
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2024-04-30 13:59:54 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.081, Acc: 0.993, Base Lr: 1.66e-03
2024-04-30 14:00:01 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.083, Acc: 0.994, Base Lr: 1.66e-03
2024-04-30 14:00:08 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.088, Acc: 0.994, Base Lr: 1.66e-03
2024-04-30 14:00:15 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.083, Acc: 0.994, Base Lr: 1.66e-03
2024-04-30 14:00:22 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.080, Acc: 0.995, Base Lr: 1.66e-03
2024-04-30 14:00:29 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.079, Acc: 0.995, Base Lr: 1.66e-03
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2024-04-30 14:00:41 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.079, Acc: 0.994, Base Lr: 1.66e-03
2024-04-30 14:00:48 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.078, Acc: 0.994, Base Lr: 1.66e-03
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2024-04-30 14:01:02 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.078, Acc: 0.995, Base Lr: 1.66e-03
2024-04-30 14:01:09 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.076, Acc: 0.995, Base Lr: 1.66e-03
2024-04-30 14:01:16 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.074, Acc: 0.995, Base Lr: 1.66e-03
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2024-04-30 14:01:32 transreid.train INFO: Epoch 84 done. Time per epoch: 127.342[s] Speed: 92.0[samples/s]
2024-04-30 14:01:40 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.076, Acc: 0.994, Base Lr: 1.58e-03
2024-04-30 14:01:47 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.080, Acc: 0.996, Base Lr: 1.58e-03
2024-04-30 14:01:54 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.088, Acc: 0.996, Base Lr: 1.58e-03
2024-04-30 14:02:01 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.083, Acc: 0.996, Base Lr: 1.58e-03
2024-04-30 14:02:08 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.076, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 14:02:15 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.078, Acc: 0.996, Base Lr: 1.58e-03
2024-04-30 14:02:22 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.075, Acc: 0.996, Base Lr: 1.58e-03
2024-04-30 14:02:29 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.071, Acc: 0.997, Base Lr: 1.58e-03
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2024-04-30 14:02:43 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.069, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 14:02:49 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.069, Acc: 0.997, Base Lr: 1.58e-03
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2024-04-30 14:03:17 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.067, Acc: 0.996, Base Lr: 1.58e-03
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2024-04-30 14:03:40 transreid.train INFO: Epoch 85 done. Time per epoch: 127.698[s] Speed: 91.7[samples/s]
2024-04-30 14:03:48 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.088, Acc: 0.992, Base Lr: 1.50e-03
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2024-04-30 14:05:05 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.074, Acc: 0.995, Base Lr: 1.50e-03
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2024-04-30 14:05:26 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.072, Acc: 0.996, Base Lr: 1.50e-03
2024-04-30 14:05:33 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.071, Acc: 0.996, Base Lr: 1.50e-03
2024-04-30 14:05:40 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.069, Acc: 0.996, Base Lr: 1.50e-03
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2024-04-30 14:05:49 transreid.train INFO: Epoch 86 done. Time per epoch: 129.556[s] Speed: 90.4[samples/s]
2024-04-30 14:05:57 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.105, Acc: 0.994, Base Lr: 1.42e-03
2024-04-30 14:06:04 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.099, Acc: 0.995, Base Lr: 1.42e-03
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2024-04-30 14:07:58 transreid.train INFO: Epoch 87 done. Time per epoch: 128.651[s] Speed: 91.0[samples/s]
2024-04-30 14:08:06 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.093, Acc: 0.997, Base Lr: 1.34e-03
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2024-04-30 14:10:08 transreid.train INFO: Epoch 88 done. Time per epoch: 130.138[s] Speed: 90.0[samples/s]
2024-04-30 14:10:16 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.078, Acc: 0.992, Base Lr: 1.26e-03
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2024-04-30 14:12:17 transreid.train INFO: Epoch 89 done. Time per epoch: 128.637[s] Speed: 91.5[samples/s]
2024-04-30 14:12:25 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.094, Acc: 0.992, Base Lr: 1.19e-03
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2024-04-30 14:14:28 transreid.train INFO: Epoch 90 done. Time per epoch: 130.931[s] Speed: 89.5[samples/s]
2024-04-30 14:14:36 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.070, Acc: 0.995, Base Lr: 1.11e-03
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2024-04-30 14:16:15 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.064, Acc: 0.997, Base Lr: 1.11e-03
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2024-04-30 14:16:38 transreid.train INFO: Epoch 91 done. Time per epoch: 130.620[s] Speed: 89.7[samples/s]
2024-04-30 14:16:46 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.086, Acc: 0.994, Base Lr: 1.04e-03
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2024-04-30 14:18:48 transreid.train INFO: Epoch 92 done. Time per epoch: 129.838[s] Speed: 90.2[samples/s]
2024-04-30 14:18:56 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.092, Acc: 0.989, Base Lr: 9.72e-04
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2024-04-30 14:21:00 transreid.train INFO: Epoch 93 done. Time per epoch: 131.352[s] Speed: 89.2[samples/s]
2024-04-30 14:21:07 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.052, Acc: 0.994, Base Lr: 9.06e-04
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2024-04-30 14:23:09 transreid.train INFO: Epoch 94 done. Time per epoch: 129.302[s] Speed: 90.6[samples/s]
2024-04-30 14:23:17 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.072, Acc: 0.995, Base Lr: 8.41e-04
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2024-04-30 14:23:59 transreid.train INFO: Epoch[95] Iter[70/186] Loss: 0.066, Acc: 0.996, Base Lr: 8.41e-04
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2024-04-30 14:25:03 transreid.train INFO: Epoch[95] Iter[160/186] Loss: 0.064, Acc: 0.996, Base Lr: 8.41e-04
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2024-04-30 14:25:21 transreid.train INFO: Epoch 95 done. Time per epoch: 131.729[s] Speed: 89.4[samples/s]
2024-04-30 14:25:28 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.079, Acc: 0.992, Base Lr: 7.78e-04
2024-04-30 14:25:35 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.078, Acc: 0.994, Base Lr: 7.78e-04
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2024-04-30 14:26:04 transreid.train INFO: Epoch[96] Iter[60/186] Loss: 0.072, Acc: 0.996, Base Lr: 7.78e-04
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2024-04-30 14:27:02 transreid.train INFO: Epoch[96] Iter[140/186] Loss: 0.061, Acc: 0.997, Base Lr: 7.78e-04
2024-04-30 14:27:09 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.061, Acc: 0.997, Base Lr: 7.78e-04
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2024-04-30 14:27:33 transreid.train INFO: Epoch 96 done. Time per epoch: 132.203[s] Speed: 88.6[samples/s]
2024-04-30 14:27:41 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.054, Acc: 1.000, Base Lr: 7.18e-04
2024-04-30 14:27:48 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.071, Acc: 0.998, Base Lr: 7.18e-04
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2024-04-30 14:28:16 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.077, Acc: 0.996, Base Lr: 7.18e-04
2024-04-30 14:28:23 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.077, Acc: 0.996, Base Lr: 7.18e-04
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2024-04-30 14:29:04 transreid.train INFO: Epoch[97] Iter[130/186] Loss: 0.069, Acc: 0.996, Base Lr: 7.18e-04
2024-04-30 14:29:11 transreid.train INFO: Epoch[97] Iter[140/186] Loss: 0.067, Acc: 0.996, Base Lr: 7.18e-04
2024-04-30 14:29:18 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.066, Acc: 0.996, Base Lr: 7.18e-04
2024-04-30 14:29:25 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.066, Acc: 0.996, Base Lr: 7.18e-04
2024-04-30 14:29:32 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.065, Acc: 0.996, Base Lr: 7.18e-04
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2024-04-30 14:29:42 transreid.train INFO: Epoch 97 done. Time per epoch: 129.482[s] Speed: 90.9[samples/s]
2024-04-30 14:29:50 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.055, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 14:29:57 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.063, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 14:30:04 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.066, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 14:30:11 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.061, Acc: 0.997, Base Lr: 6.60e-04
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2024-04-30 14:30:26 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.062, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 14:30:33 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.060, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 14:30:40 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.060, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 14:30:47 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.060, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 14:30:54 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.059, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 14:31:01 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.058, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 14:31:09 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.058, Acc: 0.997, Base Lr: 6.60e-04
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2024-04-30 14:31:23 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.058, Acc: 0.998, Base Lr: 6.60e-04
2024-04-30 14:31:30 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.057, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 14:31:37 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.056, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 14:31:44 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.058, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 14:31:51 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.059, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 14:31:54 transreid.train INFO: Epoch 98 done. Time per epoch: 131.413[s] Speed: 89.6[samples/s]
2024-04-30 14:32:01 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.044, Acc: 1.000, Base Lr: 6.04e-04
2024-04-30 14:32:08 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.063, Acc: 0.999, Base Lr: 6.04e-04
2024-04-30 14:32:16 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.063, Acc: 0.999, Base Lr: 6.04e-04
2024-04-30 14:32:23 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.066, Acc: 0.998, Base Lr: 6.04e-04
2024-04-30 14:32:30 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.068, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 14:32:37 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.071, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 14:32:44 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.072, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 14:32:51 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.071, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 14:32:58 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.072, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 14:33:05 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.072, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 14:33:12 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.070, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 14:33:19 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.068, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 14:33:26 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.067, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 14:33:33 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.065, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 14:33:40 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.063, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 14:33:47 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.062, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 14:33:55 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.062, Acc: 0.996, Base Lr: 6.04e-04
2024-04-30 14:34:02 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.059, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 14:34:05 transreid.train INFO: Epoch 99 done. Time per epoch: 131.102[s] Speed: 89.8[samples/s]
2024-04-30 14:34:11 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.085, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 14:34:18 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.083, Acc: 0.995, Base Lr: 5.51e-04
2024-04-30 14:34:25 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.070, Acc: 0.995, Base Lr: 5.51e-04
2024-04-30 14:34:32 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.064, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 14:34:39 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.064, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 14:34:46 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.065, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 14:34:53 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.061, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 14:35:00 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.066, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 14:35:07 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.064, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 14:35:15 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.062, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 14:35:22 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.062, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 14:35:29 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.062, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 14:35:36 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.065, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 14:35:43 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.065, Acc: 0.995, Base Lr: 5.51e-04
2024-04-30 14:35:50 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.063, Acc: 0.995, Base Lr: 5.51e-04
2024-04-30 14:35:57 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.063, Acc: 0.995, Base Lr: 5.51e-04
2024-04-30 14:36:04 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.063, Acc: 0.995, Base Lr: 5.51e-04
2024-04-30 14:36:11 transreid.train INFO: Epoch[100] Iter[180/186] Loss: 0.060, Acc: 0.996, Base Lr: 5.51e-04
2024-04-30 14:36:13 transreid.train INFO: Epoch 100 done. Time per epoch: 128.621[s] Speed: 91.6[samples/s]
2024-04-30 14:37:04 transreid.train INFO: Validation Results - Epoch: 100
2024-04-30 14:37:04 transreid.train INFO: mAP: 76.6%
2024-04-30 14:37:04 transreid.train INFO: CMC curve, Rank-1  :90.0%
2024-04-30 14:37:04 transreid.train INFO: CMC curve, Rank-5  :96.8%
2024-04-30 14:37:04 transreid.train INFO: CMC curve, Rank-10 :98.0%
2024-04-30 14:37:12 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.061, Acc: 0.998, Base Lr: 5.00e-04
2024-04-30 14:37:19 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.077, Acc: 0.998, Base Lr: 5.00e-04
2024-04-30 14:37:26 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.071, Acc: 0.998, Base Lr: 5.00e-04
2024-04-30 14:37:33 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.063, Acc: 0.998, Base Lr: 5.00e-04
2024-04-30 14:37:40 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.065, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 14:37:47 transreid.train INFO: Epoch[101] Iter[60/186] Loss: 0.063, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 14:37:54 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.064, Acc: 0.996, Base Lr: 5.00e-04
2024-04-30 14:38:01 transreid.train INFO: Epoch[101] Iter[80/186] Loss: 0.062, Acc: 0.996, Base Lr: 5.00e-04
2024-04-30 14:38:08 transreid.train INFO: Epoch[101] Iter[90/186] Loss: 0.062, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 14:38:15 transreid.train INFO: Epoch[101] Iter[100/186] Loss: 0.062, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 14:38:22 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.063, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 14:38:29 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.062, Acc: 0.996, Base Lr: 5.00e-04
2024-04-30 14:38:36 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.061, Acc: 0.996, Base Lr: 5.00e-04
2024-04-30 14:38:43 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.061, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 14:38:50 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.061, Acc: 0.996, Base Lr: 5.00e-04
2024-04-30 14:38:57 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.062, Acc: 0.996, Base Lr: 5.00e-04
2024-04-30 14:39:04 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.060, Acc: 0.996, Base Lr: 5.00e-04
2024-04-30 14:39:11 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.059, Acc: 0.996, Base Lr: 5.00e-04
2024-04-30 14:39:13 transreid.train INFO: Epoch 101 done. Time per epoch: 128.972[s] Speed: 90.8[samples/s]
2024-04-30 14:39:21 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.047, Acc: 1.000, Base Lr: 4.51e-04
2024-04-30 14:39:28 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.067, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 14:39:34 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.069, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 14:39:40 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.067, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 14:39:47 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.066, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 14:39:54 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.064, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 14:40:01 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.064, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 14:40:08 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.060, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 14:40:15 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.059, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 14:40:22 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.060, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 14:40:29 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.062, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 14:40:36 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.061, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 14:40:43 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.062, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 14:40:50 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.061, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 14:40:57 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.059, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 14:41:04 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.058, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 14:41:11 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.058, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 14:41:18 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.056, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 14:41:20 transreid.train INFO: Epoch 102 done. Time per epoch: 127.290[s] Speed: 92.0[samples/s]
2024-04-30 14:41:28 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.047, Acc: 0.995, Base Lr: 4.05e-04
2024-04-30 14:41:35 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.054, Acc: 0.997, Base Lr: 4.05e-04
2024-04-30 14:41:42 transreid.train INFO: Epoch[103] Iter[30/186] Loss: 0.052, Acc: 0.997, Base Lr: 4.05e-04
2024-04-30 14:41:49 transreid.train INFO: Epoch[103] Iter[40/186] Loss: 0.060, Acc: 0.997, Base Lr: 4.05e-04
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2024-04-30 14:43:29 transreid.train INFO: Epoch 103 done. Time per epoch: 129.030[s] Speed: 91.3[samples/s]
2024-04-30 14:43:37 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.091, Acc: 0.994, Base Lr: 3.61e-04
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2024-04-30 14:45:37 transreid.train INFO: Epoch 104 done. Time per epoch: 127.630[s] Speed: 92.3[samples/s]
2024-04-30 14:45:45 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.069, Acc: 0.994, Base Lr: 3.20e-04
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2024-04-30 14:47:46 transreid.train INFO: Epoch 105 done. Time per epoch: 128.434[s] Speed: 91.2[samples/s]
2024-04-30 14:47:53 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.033, Acc: 1.000, Base Lr: 2.81e-04
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2024-04-30 14:49:55 transreid.train INFO: Epoch 106 done. Time per epoch: 129.036[s] Speed: 91.3[samples/s]
2024-04-30 14:50:02 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.045, Acc: 0.998, Base Lr: 2.45e-04
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2024-04-30 14:52:07 transreid.train INFO: Epoch 107 done. Time per epoch: 132.912[s] Speed: 88.6[samples/s]
2024-04-30 14:52:16 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.057, Acc: 0.997, Base Lr: 2.11e-04
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2024-04-30 14:54:11 transreid.train INFO: Epoch 108 done. Time per epoch: 123.449[s] Speed: 95.4[samples/s]
2024-04-30 14:54:15 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.080, Acc: 0.997, Base Lr: 1.80e-04
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2024-04-30 14:55:13 transreid.train INFO: Epoch 109 done. Time per epoch: 62.204[s] Speed: 189.3[samples/s]
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2024-04-30 14:56:34 transreid.train INFO: Epoch 110 done. Time per epoch: 80.645[s] Speed: 145.2[samples/s]
2024-04-30 14:56:41 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.072, Acc: 0.997, Base Lr: 1.26e-04
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2024-04-30 14:58:42 transreid.train INFO: Epoch 111 done. Time per epoch: 127.816[s] Speed: 92.1[samples/s]
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2024-04-30 15:00:49 transreid.train INFO: Epoch 112 done. Time per epoch: 127.139[s] Speed: 92.6[samples/s]
2024-04-30 15:00:56 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.096, Acc: 0.995, Base Lr: 8.28e-05
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2024-04-30 15:02:52 transreid.train INFO: Epoch 113 done. Time per epoch: 123.015[s] Speed: 95.2[samples/s]
2024-04-30 15:02:59 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.062, Acc: 1.000, Base Lr: 6.51e-05
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2024-04-30 15:05:00 transreid.train INFO: Epoch 114 done. Time per epoch: 127.758[s] Speed: 92.2[samples/s]
2024-04-30 15:05:07 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.069, Acc: 0.992, Base Lr: 5.02e-05
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2024-04-30 15:07:03 transreid.train INFO: Epoch 115 done. Time per epoch: 123.343[s] Speed: 95.0[samples/s]
2024-04-30 15:07:10 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.070, Acc: 1.000, Base Lr: 3.79e-05
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2024-04-30 15:09:08 transreid.train INFO: Epoch 116 done. Time per epoch: 125.073[s] Speed: 94.2[samples/s]
2024-04-30 15:09:16 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.062, Acc: 0.994, Base Lr: 2.83e-05
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2024-04-30 15:11:14 transreid.train INFO: Epoch 117 done. Time per epoch: 126.310[s] Speed: 93.2[samples/s]
2024-04-30 15:11:22 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.065, Acc: 0.994, Base Lr: 2.15e-05
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2024-04-30 15:13:16 transreid.train INFO: Epoch 118 done. Time per epoch: 122.170[s] Speed: 96.4[samples/s]
2024-04-30 15:13:24 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.058, Acc: 0.995, Base Lr: 1.74e-05
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2024-04-30 15:14:04 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.070, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 15:14:11 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.066, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 15:14:18 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.065, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 15:14:24 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.068, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 15:14:31 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.066, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 15:14:38 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.066, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 15:14:45 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.064, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 15:14:52 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.063, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 15:14:58 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.061, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 15:15:05 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.062, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 15:15:12 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.062, Acc: 0.995, Base Lr: 1.74e-05
2024-04-30 15:15:19 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.060, Acc: 0.996, Base Lr: 1.74e-05
2024-04-30 15:15:21 transreid.train INFO: Epoch 119 done. Time per epoch: 124.929[s] Speed: 94.3[samples/s]
2024-04-30 15:15:29 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.067, Acc: 0.992, Base Lr: 1.60e-05
2024-04-30 15:15:36 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.055, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 15:15:42 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.051, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 15:15:49 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.049, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 15:15:56 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 15:16:03 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 15:16:10 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 15:16:17 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.050, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 15:16:23 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.049, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 15:16:30 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.052, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 15:16:37 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.053, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 15:16:44 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 15:16:51 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 15:16:58 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 15:17:04 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.057, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 15:17:11 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 15:17:18 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 15:17:25 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 15:17:27 transreid.train INFO: Epoch 120 done. Time per epoch: 126.074[s] Speed: 93.4[samples/s]
2024-04-30 15:18:15 transreid.train INFO: Validation Results - Epoch: 120
2024-04-30 15:18:15 transreid.train INFO: mAP: 76.8%
2024-04-30 15:18:15 transreid.train INFO: CMC curve, Rank-1  :90.2%
2024-04-30 15:18:15 transreid.train INFO: CMC curve, Rank-5  :96.8%
2024-04-30 15:18:15 transreid.train INFO: CMC curve, Rank-10 :98.1%
