2024-04-29 18:27:32 transreid INFO: Saving model in the path :log/transreid/market/RepViT_m1_5_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-29 18:27:32 transreid INFO: Loaded configuration file configs/market/repvit_m1_5.yml
2024-04-29 18:27:32 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: repvit_m1_5
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/repvit_m1_5_distill_300e.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/transreid/market/RepViT_m1_5_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-04-29 18:27:33 transreid.check INFO: Dataset statistics:
2024-04-29 18:27:33 transreid.check INFO:   ----------------------------------------
2024-04-29 18:27:33 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-29 18:27:33 transreid.check INFO:   ----------------------------------------
2024-04-29 18:27:33 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-29 18:27:33 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-29 18:27:33 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-29 18:27:33 transreid.check INFO:   ----------------------------------------
2024-04-29 18:27:34 transreid INFO: ===========using cosine learning rate=======
2024-04-29 18:27:34 transreid.train INFO: start training
2024-04-29 18:27:42 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 10.827, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:27:46 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 10.762, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 18:27:51 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 10.767, Acc: 0.001, Base Lr: 4.76e-04
2024-04-29 18:27:55 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 10.709, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:00 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 10.639, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:04 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 10.622, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:09 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 10.590, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:13 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 10.555, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:18 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 10.545, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:22 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 10.528, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:27 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 10.501, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:31 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 10.478, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:36 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 10.447, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:40 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 10.437, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:45 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 10.424, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:49 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 10.410, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:54 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 10.390, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:28:58 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 10.371, Acc: 0.002, Base Lr: 4.76e-04
2024-04-29 18:29:00 transreid.train INFO: Epoch 1 done. Time per epoch: 85.101[s] Speed: 137.6[samples/s]
2024-04-29 18:29:05 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 9.961, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:29:09 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 10.012, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:29:14 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 9.984, Acc: 0.003, Base Lr: 8.72e-04
2024-04-29 18:29:18 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 9.933, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:29:23 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 9.880, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:29:27 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 9.841, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:29:32 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 9.804, Acc: 0.001, Base Lr: 8.72e-04
2024-04-29 18:29:36 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 9.758, Acc: 0.001, Base Lr: 8.72e-04
2024-04-29 18:29:41 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 9.714, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:29:45 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 9.672, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:29:50 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 9.630, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:29:54 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 9.581, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:29:59 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 9.539, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:30:03 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 9.497, Acc: 0.002, Base Lr: 8.72e-04
2024-04-29 18:30:08 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 9.456, Acc: 0.003, Base Lr: 8.72e-04
2024-04-29 18:30:12 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 9.418, Acc: 0.003, Base Lr: 8.72e-04
2024-04-29 18:30:17 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 9.374, Acc: 0.003, Base Lr: 8.72e-04
2024-04-29 18:30:21 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 9.335, Acc: 0.003, Base Lr: 8.72e-04
2024-04-29 18:30:22 transreid.train INFO: Epoch 2 done. Time per epoch: 82.777[s] Speed: 141.5[samples/s]
2024-04-29 18:30:27 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 8.649, Acc: 0.003, Base Lr: 1.27e-03
2024-04-29 18:30:32 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 8.603, Acc: 0.012, Base Lr: 1.27e-03
2024-04-29 18:30:36 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 8.560, Acc: 0.011, Base Lr: 1.27e-03
2024-04-29 18:30:41 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 8.526, Acc: 0.011, Base Lr: 1.27e-03
2024-04-29 18:30:45 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 8.495, Acc: 0.012, Base Lr: 1.27e-03
2024-04-29 18:30:50 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 8.486, Acc: 0.010, Base Lr: 1.27e-03
2024-04-29 18:30:54 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 8.461, Acc: 0.010, Base Lr: 1.27e-03
2024-04-29 18:30:59 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 8.440, Acc: 0.011, Base Lr: 1.27e-03
2024-04-29 18:31:03 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 8.417, Acc: 0.012, Base Lr: 1.27e-03
2024-04-29 18:31:08 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 8.401, Acc: 0.012, Base Lr: 1.27e-03
2024-04-29 18:31:12 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 8.383, Acc: 0.013, Base Lr: 1.27e-03
2024-04-29 18:31:17 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 8.364, Acc: 0.013, Base Lr: 1.27e-03
2024-04-29 18:31:21 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 8.347, Acc: 0.013, Base Lr: 1.27e-03
2024-04-29 18:31:26 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 8.338, Acc: 0.015, Base Lr: 1.27e-03
2024-04-29 18:31:30 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 8.323, Acc: 0.016, Base Lr: 1.27e-03
2024-04-29 18:31:35 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 8.308, Acc: 0.016, Base Lr: 1.27e-03
2024-04-29 18:31:39 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 8.293, Acc: 0.017, Base Lr: 1.27e-03
2024-04-29 18:31:44 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 8.279, Acc: 0.020, Base Lr: 1.27e-03
2024-04-29 18:31:45 transreid.train INFO: Epoch 3 done. Time per epoch: 82.591[s] Speed: 141.8[samples/s]
2024-04-29 18:31:50 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 8.049, Acc: 0.009, Base Lr: 1.66e-03
2024-04-29 18:31:55 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 8.043, Acc: 0.009, Base Lr: 1.66e-03
2024-04-29 18:31:59 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 8.035, Acc: 0.014, Base Lr: 1.66e-03
2024-04-29 18:32:04 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 8.024, Acc: 0.013, Base Lr: 1.66e-03
2024-04-29 18:32:08 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 8.014, Acc: 0.013, Base Lr: 1.66e-03
2024-04-29 18:32:13 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 7.998, Acc: 0.014, Base Lr: 1.66e-03
2024-04-29 18:32:17 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 7.989, Acc: 0.014, Base Lr: 1.66e-03
2024-04-29 18:32:22 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 7.981, Acc: 0.014, Base Lr: 1.66e-03
2024-04-29 18:32:26 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 7.972, Acc: 0.015, Base Lr: 1.66e-03
2024-04-29 18:32:31 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 7.963, Acc: 0.015, Base Lr: 1.66e-03
2024-04-29 18:32:35 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 7.955, Acc: 0.017, Base Lr: 1.66e-03
2024-04-29 18:32:39 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 7.946, Acc: 0.017, Base Lr: 1.66e-03
2024-04-29 18:32:44 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 7.935, Acc: 0.019, Base Lr: 1.66e-03
2024-04-29 18:32:48 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 7.927, Acc: 0.021, Base Lr: 1.66e-03
2024-04-29 18:32:53 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 7.919, Acc: 0.022, Base Lr: 1.66e-03
2024-04-29 18:32:57 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 7.911, Acc: 0.024, Base Lr: 1.66e-03
2024-04-29 18:33:02 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 7.900, Acc: 0.025, Base Lr: 1.66e-03
2024-04-29 18:33:06 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 7.889, Acc: 0.029, Base Lr: 1.66e-03
2024-04-29 18:33:08 transreid.train INFO: Epoch 4 done. Time per epoch: 82.696[s] Speed: 141.6[samples/s]
2024-04-29 18:33:13 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 7.769, Acc: 0.006, Base Lr: 2.06e-03
2024-04-29 18:33:17 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 7.767, Acc: 0.006, Base Lr: 2.06e-03
2024-04-29 18:33:22 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 7.755, Acc: 0.009, Base Lr: 2.06e-03
2024-04-29 18:33:26 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 7.752, Acc: 0.009, Base Lr: 2.06e-03
2024-04-29 18:33:31 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 7.737, Acc: 0.012, Base Lr: 2.06e-03
2024-04-29 18:33:35 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 7.723, Acc: 0.015, Base Lr: 2.06e-03
2024-04-29 18:33:39 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 7.714, Acc: 0.017, Base Lr: 2.06e-03
2024-04-29 18:33:44 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 7.704, Acc: 0.018, Base Lr: 2.06e-03
2024-04-29 18:33:48 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 7.695, Acc: 0.021, Base Lr: 2.06e-03
2024-04-29 18:33:53 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 7.683, Acc: 0.023, Base Lr: 2.06e-03
2024-04-29 18:33:57 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 7.673, Acc: 0.025, Base Lr: 2.06e-03
2024-04-29 18:34:02 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 7.665, Acc: 0.025, Base Lr: 2.06e-03
2024-04-29 18:34:06 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 7.657, Acc: 0.025, Base Lr: 2.06e-03
2024-04-29 18:34:11 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 7.645, Acc: 0.027, Base Lr: 2.06e-03
2024-04-29 18:34:15 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 7.632, Acc: 0.028, Base Lr: 2.06e-03
2024-04-29 18:34:20 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 7.619, Acc: 0.030, Base Lr: 2.06e-03
2024-04-29 18:34:24 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 7.605, Acc: 0.032, Base Lr: 2.06e-03
2024-04-29 18:34:28 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 7.584, Acc: 0.037, Base Lr: 2.06e-03
2024-04-29 18:34:30 transreid.train INFO: Epoch 5 done. Time per epoch: 82.523[s] Speed: 142.7[samples/s]
2024-04-29 18:34:35 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 7.516, Acc: 0.013, Base Lr: 2.46e-03
2024-04-29 18:34:40 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 7.470, Acc: 0.022, Base Lr: 2.46e-03
2024-04-29 18:34:44 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 7.485, Acc: 0.017, Base Lr: 2.46e-03
2024-04-29 18:34:48 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 7.469, Acc: 0.016, Base Lr: 2.46e-03
2024-04-29 18:34:53 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 7.443, Acc: 0.020, Base Lr: 2.46e-03
2024-04-29 18:34:57 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 7.432, Acc: 0.019, Base Lr: 2.46e-03
2024-04-29 18:35:02 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 7.424, Acc: 0.019, Base Lr: 2.46e-03
2024-04-29 18:35:06 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 7.410, Acc: 0.019, Base Lr: 2.46e-03
2024-04-29 18:35:11 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 7.393, Acc: 0.018, Base Lr: 2.46e-03
2024-04-29 18:35:15 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 7.382, Acc: 0.019, Base Lr: 2.46e-03
2024-04-29 18:35:20 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 7.362, Acc: 0.023, Base Lr: 2.46e-03
2024-04-29 18:35:24 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 7.351, Acc: 0.024, Base Lr: 2.46e-03
2024-04-29 18:35:28 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 7.332, Acc: 0.025, Base Lr: 2.46e-03
2024-04-29 18:35:33 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 7.317, Acc: 0.027, Base Lr: 2.46e-03
2024-04-29 18:35:37 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 7.300, Acc: 0.029, Base Lr: 2.46e-03
2024-04-29 18:35:42 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 7.280, Acc: 0.030, Base Lr: 2.46e-03
2024-04-29 18:35:46 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 7.251, Acc: 0.034, Base Lr: 2.46e-03
2024-04-29 18:35:51 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 7.212, Acc: 0.040, Base Lr: 2.46e-03
2024-04-29 18:35:52 transreid.train INFO: Epoch 6 done. Time per epoch: 81.959[s] Speed: 142.9[samples/s]
2024-04-29 18:35:57 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 7.202, Acc: 0.006, Base Lr: 2.85e-03
2024-04-29 18:36:02 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 7.190, Acc: 0.009, Base Lr: 2.85e-03
2024-04-29 18:36:06 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 7.151, Acc: 0.017, Base Lr: 2.85e-03
2024-04-29 18:36:10 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 7.146, Acc: 0.016, Base Lr: 2.85e-03
2024-04-29 18:36:15 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 7.115, Acc: 0.017, Base Lr: 2.85e-03
2024-04-29 18:36:19 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 7.084, Acc: 0.023, Base Lr: 2.85e-03
2024-04-29 18:36:24 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 7.057, Acc: 0.028, Base Lr: 2.85e-03
2024-04-29 18:36:28 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 7.038, Acc: 0.028, Base Lr: 2.85e-03
2024-04-29 18:36:33 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 7.015, Acc: 0.028, Base Lr: 2.85e-03
2024-04-29 18:36:37 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 6.991, Acc: 0.030, Base Lr: 2.85e-03
2024-04-29 18:36:42 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 6.974, Acc: 0.029, Base Lr: 2.85e-03
2024-04-29 18:36:46 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 6.955, Acc: 0.032, Base Lr: 2.85e-03
2024-04-29 18:36:51 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 6.930, Acc: 0.034, Base Lr: 2.85e-03
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2024-04-29 18:37:14 transreid.train INFO: Epoch 7 done. Time per epoch: 81.883[s] Speed: 143.0[samples/s]
2024-04-29 18:37:19 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 6.742, Acc: 0.028, Base Lr: 3.25e-03
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2024-04-29 18:38:35 transreid.train INFO: Epoch 8 done. Time per epoch: 81.394[s] Speed: 143.9[samples/s]
2024-04-29 18:38:40 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 6.429, Acc: 0.061, Base Lr: 3.64e-03
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2024-04-29 18:39:58 transreid.train INFO: Epoch 9 done. Time per epoch: 82.288[s] Speed: 143.1[samples/s]
2024-04-29 18:40:03 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 5.813, Acc: 0.116, Base Lr: 4.04e-03
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2024-04-29 18:41:19 transreid.train INFO: Epoch 10 done. Time per epoch: 81.563[s] Speed: 143.6[samples/s]
2024-04-29 18:41:24 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 5.337, Acc: 0.156, Base Lr: 4.44e-03
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2024-04-29 18:42:41 transreid.train INFO: Epoch 11 done. Time per epoch: 81.863[s] Speed: 143.1[samples/s]
2024-04-29 18:42:46 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 4.859, Acc: 0.194, Base Lr: 4.83e-03
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2024-04-29 18:44:03 transreid.train INFO: Epoch 12 done. Time per epoch: 81.830[s] Speed: 143.1[samples/s]
2024-04-29 18:44:08 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 4.556, Acc: 0.248, Base Lr: 5.23e-03
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2024-04-29 18:45:25 transreid.train INFO: Epoch 13 done. Time per epoch: 82.393[s] Speed: 142.1[samples/s]
2024-04-29 18:45:30 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 3.697, Acc: 0.395, Base Lr: 5.62e-03
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2024-04-29 18:46:48 transreid.train INFO: Epoch 14 done. Time per epoch: 82.675[s] Speed: 142.4[samples/s]
2024-04-29 18:46:53 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 3.171, Acc: 0.453, Base Lr: 6.02e-03
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2024-04-29 18:48:10 transreid.train INFO: Epoch 15 done. Time per epoch: 81.916[s] Speed: 143.0[samples/s]
2024-04-29 18:48:15 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 2.766, Acc: 0.536, Base Lr: 6.42e-03
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2024-04-29 18:49:32 transreid.train INFO: Epoch 16 done. Time per epoch: 81.568[s] Speed: 143.6[samples/s]
2024-04-29 18:49:37 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 2.175, Acc: 0.659, Base Lr: 6.81e-03
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2024-04-29 18:50:54 transreid.train INFO: Epoch 17 done. Time per epoch: 82.312[s] Speed: 142.3[samples/s]
2024-04-29 18:50:59 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 1.977, Acc: 0.681, Base Lr: 7.21e-03
2024-04-29 18:51:03 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 1.938, Acc: 0.693, Base Lr: 7.21e-03
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2024-04-29 18:52:16 transreid.train INFO: Epoch 18 done. Time per epoch: 81.768[s] Speed: 143.2[samples/s]
2024-04-29 18:52:21 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 1.739, Acc: 0.691, Base Lr: 7.60e-03
2024-04-29 18:52:25 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 1.701, Acc: 0.723, Base Lr: 7.60e-03
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2024-04-29 18:52:47 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 1.476, Acc: 0.789, Base Lr: 7.60e-03
2024-04-29 18:52:52 transreid.train INFO: Epoch[19] Iter[80/186] Loss: 1.443, Acc: 0.800, Base Lr: 7.60e-03
2024-04-29 18:52:56 transreid.train INFO: Epoch[19] Iter[90/186] Loss: 1.424, Acc: 0.807, Base Lr: 7.60e-03
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2024-04-29 18:53:38 transreid.train INFO: Epoch 19 done. Time per epoch: 82.183[s] Speed: 143.3[samples/s]
2024-04-29 18:53:43 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 1.403, Acc: 0.789, Base Lr: 7.47e-03
2024-04-29 18:53:47 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 1.341, Acc: 0.811, Base Lr: 7.47e-03
2024-04-29 18:53:52 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 1.345, Acc: 0.815, Base Lr: 7.47e-03
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2024-04-29 18:54:01 transreid.train INFO: Epoch[20] Iter[50/186] Loss: 1.255, Acc: 0.838, Base Lr: 7.47e-03
2024-04-29 18:54:05 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 1.259, Acc: 0.836, Base Lr: 7.47e-03
2024-04-29 18:54:09 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 1.251, Acc: 0.843, Base Lr: 7.47e-03
2024-04-29 18:54:14 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 1.232, Acc: 0.850, Base Lr: 7.47e-03
2024-04-29 18:54:18 transreid.train INFO: Epoch[20] Iter[90/186] Loss: 1.220, Acc: 0.853, Base Lr: 7.47e-03
2024-04-29 18:54:23 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 1.213, Acc: 0.855, Base Lr: 7.47e-03
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2024-04-29 18:54:54 transreid.train INFO: Epoch[20] Iter[170/186] Loss: 1.104, Acc: 0.878, Base Lr: 7.47e-03
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2024-04-29 18:55:00 transreid.train INFO: Epoch 20 done. Time per epoch: 81.904[s] Speed: 143.0[samples/s]
2024-04-29 18:55:34 transreid.train INFO: Validation Results - Epoch: 20
2024-04-29 18:55:34 transreid.train INFO: mAP: 52.5%
2024-04-29 18:55:34 transreid.train INFO: CMC curve, Rank-1  :75.2%
2024-04-29 18:55:34 transreid.train INFO: CMC curve, Rank-5  :89.2%
2024-04-29 18:55:34 transreid.train INFO: CMC curve, Rank-10 :93.0%
2024-04-29 18:55:39 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 1.247, Acc: 0.856, Base Lr: 7.41e-03
2024-04-29 18:55:43 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 1.225, Acc: 0.858, Base Lr: 7.41e-03
2024-04-29 18:55:47 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 1.186, Acc: 0.858, Base Lr: 7.41e-03
2024-04-29 18:55:52 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 1.148, Acc: 0.864, Base Lr: 7.41e-03
2024-04-29 18:55:56 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 1.115, Acc: 0.872, Base Lr: 7.41e-03
2024-04-29 18:56:01 transreid.train INFO: Epoch[21] Iter[60/186] Loss: 1.090, Acc: 0.878, Base Lr: 7.41e-03
2024-04-29 18:56:05 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 1.081, Acc: 0.879, Base Lr: 7.41e-03
2024-04-29 18:56:10 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 1.066, Acc: 0.883, Base Lr: 7.41e-03
2024-04-29 18:56:14 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 1.039, Acc: 0.887, Base Lr: 7.41e-03
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2024-04-29 18:56:23 transreid.train INFO: Epoch[21] Iter[110/186] Loss: 1.025, Acc: 0.891, Base Lr: 7.41e-03
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2024-04-29 18:56:41 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 0.973, Acc: 0.901, Base Lr: 7.41e-03
2024-04-29 18:56:45 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.966, Acc: 0.904, Base Lr: 7.41e-03
2024-04-29 18:56:50 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.953, Acc: 0.906, Base Lr: 7.41e-03
2024-04-29 18:56:54 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.941, Acc: 0.909, Base Lr: 7.41e-03
2024-04-29 18:56:56 transreid.train INFO: Epoch 21 done. Time per epoch: 82.753[s] Speed: 142.3[samples/s]
2024-04-29 18:57:01 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 1.166, Acc: 0.855, Base Lr: 7.36e-03
2024-04-29 18:57:06 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 1.110, Acc: 0.866, Base Lr: 7.36e-03
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2024-04-29 18:58:04 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 0.891, Acc: 0.914, Base Lr: 7.36e-03
2024-04-29 18:58:08 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.880, Acc: 0.916, Base Lr: 7.36e-03
2024-04-29 18:58:12 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.869, Acc: 0.918, Base Lr: 7.36e-03
2024-04-29 18:58:17 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 0.856, Acc: 0.919, Base Lr: 7.36e-03
2024-04-29 18:58:18 transreid.train INFO: Epoch 22 done. Time per epoch: 81.986[s] Speed: 142.9[samples/s]
2024-04-29 18:58:23 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 1.008, Acc: 0.880, Base Lr: 7.30e-03
2024-04-29 18:58:28 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 1.008, Acc: 0.893, Base Lr: 7.30e-03
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2024-04-29 18:58:59 transreid.train INFO: Epoch[23] Iter[90/186] Loss: 0.866, Acc: 0.922, Base Lr: 7.30e-03
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2024-04-29 18:59:40 transreid.train INFO: Epoch 23 done. Time per epoch: 81.884[s] Speed: 143.0[samples/s]
2024-04-29 18:59:45 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.777, Acc: 0.922, Base Lr: 7.24e-03
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2024-04-29 19:01:02 transreid.train INFO: Epoch 24 done. Time per epoch: 82.041[s] Speed: 143.5[samples/s]
2024-04-29 19:01:07 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.750, Acc: 0.919, Base Lr: 7.18e-03
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2024-04-29 19:02:26 transreid.train INFO: Epoch 25 done. Time per epoch: 83.405[s] Speed: 140.4[samples/s]
2024-04-29 19:02:31 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.801, Acc: 0.919, Base Lr: 7.11e-03
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2024-04-29 19:03:47 transreid.train INFO: Epoch 26 done. Time per epoch: 81.461[s] Speed: 143.8[samples/s]
2024-04-29 19:03:52 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.808, Acc: 0.897, Base Lr: 7.04e-03
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2024-04-29 19:05:09 transreid.train INFO: Epoch 27 done. Time per epoch: 82.287[s] Speed: 142.3[samples/s]
2024-04-29 19:05:14 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.545, Acc: 0.961, Base Lr: 6.97e-03
2024-04-29 19:05:19 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.537, Acc: 0.956, Base Lr: 6.97e-03
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2024-04-29 19:06:32 transreid.train INFO: Epoch 28 done. Time per epoch: 82.892[s] Speed: 141.3[samples/s]
2024-04-29 19:06:37 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.514, Acc: 0.955, Base Lr: 6.90e-03
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2024-04-29 19:07:55 transreid.train INFO: Epoch 29 done. Time per epoch: 82.500[s] Speed: 142.0[samples/s]
2024-04-29 19:08:00 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.565, Acc: 0.956, Base Lr: 6.83e-03
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2024-04-29 19:09:17 transreid.train INFO: Epoch 30 done. Time per epoch: 82.721[s] Speed: 142.4[samples/s]
2024-04-29 19:09:23 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.548, Acc: 0.952, Base Lr: 6.76e-03
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2024-04-29 19:10:39 transreid.train INFO: Epoch 31 done. Time per epoch: 81.937[s] Speed: 142.2[samples/s]
2024-04-29 19:10:45 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.505, Acc: 0.956, Base Lr: 6.68e-03
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2024-04-29 19:12:02 transreid.train INFO: Epoch 32 done. Time per epoch: 82.948[s] Speed: 141.2[samples/s]
2024-04-29 19:12:07 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.498, Acc: 0.966, Base Lr: 6.60e-03
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2024-04-29 19:13:25 transreid.train INFO: Epoch 33 done. Time per epoch: 82.796[s] Speed: 142.2[samples/s]
2024-04-29 19:13:30 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.443, Acc: 0.956, Base Lr: 6.52e-03
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2024-04-29 19:14:01 transreid.train INFO: Epoch[34] Iter[80/186] Loss: 0.383, Acc: 0.973, Base Lr: 6.52e-03
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2024-04-29 19:14:48 transreid.train INFO: Epoch 34 done. Time per epoch: 82.542[s] Speed: 142.7[samples/s]
2024-04-29 19:14:53 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.402, Acc: 0.977, Base Lr: 6.44e-03
2024-04-29 19:14:57 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.393, Acc: 0.973, Base Lr: 6.44e-03
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2024-04-29 19:15:55 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.362, Acc: 0.978, Base Lr: 6.44e-03
2024-04-29 19:16:00 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.359, Acc: 0.978, Base Lr: 6.44e-03
2024-04-29 19:16:04 transreid.train INFO: Epoch[35] Iter[170/186] Loss: 0.355, Acc: 0.979, Base Lr: 6.44e-03
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2024-04-29 19:16:10 transreid.train INFO: Epoch 35 done. Time per epoch: 82.721[s] Speed: 142.4[samples/s]
2024-04-29 19:16:16 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.371, Acc: 0.969, Base Lr: 6.35e-03
2024-04-29 19:16:20 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.410, Acc: 0.964, Base Lr: 6.35e-03
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2024-04-29 19:16:42 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 0.368, Acc: 0.972, Base Lr: 6.35e-03
2024-04-29 19:16:47 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.364, Acc: 0.971, Base Lr: 6.35e-03
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2024-04-29 19:17:23 transreid.train INFO: Epoch[36] Iter[160/186] Loss: 0.337, Acc: 0.975, Base Lr: 6.35e-03
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2024-04-29 19:17:33 transreid.train INFO: Epoch 36 done. Time per epoch: 82.887[s] Speed: 142.1[samples/s]
2024-04-29 19:17:38 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.383, Acc: 0.967, Base Lr: 6.27e-03
2024-04-29 19:17:43 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 0.357, Acc: 0.970, Base Lr: 6.27e-03
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2024-04-29 19:17:56 transreid.train INFO: Epoch[37] Iter[50/186] Loss: 0.343, Acc: 0.976, Base Lr: 6.27e-03
2024-04-29 19:18:01 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 0.332, Acc: 0.976, Base Lr: 6.27e-03
2024-04-29 19:18:05 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.328, Acc: 0.976, Base Lr: 6.27e-03
2024-04-29 19:18:09 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.336, Acc: 0.977, Base Lr: 6.27e-03
2024-04-29 19:18:14 transreid.train INFO: Epoch[37] Iter[90/186] Loss: 0.333, Acc: 0.978, Base Lr: 6.27e-03
2024-04-29 19:18:18 transreid.train INFO: Epoch[37] Iter[100/186] Loss: 0.333, Acc: 0.979, Base Lr: 6.27e-03
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2024-04-29 19:18:50 transreid.train INFO: Epoch[37] Iter[170/186] Loss: 0.314, Acc: 0.980, Base Lr: 6.27e-03
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2024-04-29 19:18:56 transreid.train INFO: Epoch 37 done. Time per epoch: 82.487[s] Speed: 142.8[samples/s]
2024-04-29 19:19:01 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.466, Acc: 0.955, Base Lr: 6.18e-03
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2024-04-29 19:19:19 transreid.train INFO: Epoch[38] Iter[50/186] Loss: 0.380, Acc: 0.969, Base Lr: 6.18e-03
2024-04-29 19:19:23 transreid.train INFO: Epoch[38] Iter[60/186] Loss: 0.389, Acc: 0.970, Base Lr: 6.18e-03
2024-04-29 19:19:28 transreid.train INFO: Epoch[38] Iter[70/186] Loss: 0.382, Acc: 0.971, Base Lr: 6.18e-03
2024-04-29 19:19:32 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.377, Acc: 0.972, Base Lr: 6.18e-03
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2024-04-29 19:19:59 transreid.train INFO: Epoch[38] Iter[140/186] Loss: 0.355, Acc: 0.973, Base Lr: 6.18e-03
2024-04-29 19:20:03 transreid.train INFO: Epoch[38] Iter[150/186] Loss: 0.349, Acc: 0.974, Base Lr: 6.18e-03
2024-04-29 19:20:08 transreid.train INFO: Epoch[38] Iter[160/186] Loss: 0.343, Acc: 0.975, Base Lr: 6.18e-03
2024-04-29 19:20:12 transreid.train INFO: Epoch[38] Iter[170/186] Loss: 0.337, Acc: 0.976, Base Lr: 6.18e-03
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2024-04-29 19:20:18 transreid.train INFO: Epoch 38 done. Time per epoch: 82.341[s] Speed: 142.2[samples/s]
2024-04-29 19:20:23 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.372, Acc: 0.980, Base Lr: 6.09e-03
2024-04-29 19:20:28 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.356, Acc: 0.976, Base Lr: 6.09e-03
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2024-04-29 19:20:41 transreid.train INFO: Epoch[39] Iter[50/186] Loss: 0.332, Acc: 0.978, Base Lr: 6.09e-03
2024-04-29 19:20:46 transreid.train INFO: Epoch[39] Iter[60/186] Loss: 0.334, Acc: 0.977, Base Lr: 6.09e-03
2024-04-29 19:20:50 transreid.train INFO: Epoch[39] Iter[70/186] Loss: 0.324, Acc: 0.979, Base Lr: 6.09e-03
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2024-04-29 19:20:59 transreid.train INFO: Epoch[39] Iter[90/186] Loss: 0.317, Acc: 0.979, Base Lr: 6.09e-03
2024-04-29 19:21:03 transreid.train INFO: Epoch[39] Iter[100/186] Loss: 0.318, Acc: 0.978, Base Lr: 6.09e-03
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2024-04-29 19:21:17 transreid.train INFO: Epoch[39] Iter[130/186] Loss: 0.306, Acc: 0.980, Base Lr: 6.09e-03
2024-04-29 19:21:21 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.304, Acc: 0.980, Base Lr: 6.09e-03
2024-04-29 19:21:26 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.299, Acc: 0.981, Base Lr: 6.09e-03
2024-04-29 19:21:30 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.292, Acc: 0.982, Base Lr: 6.09e-03
2024-04-29 19:21:34 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.287, Acc: 0.982, Base Lr: 6.09e-03
2024-04-29 19:21:39 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.285, Acc: 0.982, Base Lr: 6.09e-03
2024-04-29 19:21:40 transreid.train INFO: Epoch 39 done. Time per epoch: 82.170[s] Speed: 142.5[samples/s]
2024-04-29 19:21:45 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.352, Acc: 0.977, Base Lr: 6.00e-03
2024-04-29 19:21:50 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.338, Acc: 0.980, Base Lr: 6.00e-03
2024-04-29 19:21:54 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.337, Acc: 0.978, Base Lr: 6.00e-03
2024-04-29 19:21:59 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.345, Acc: 0.977, Base Lr: 6.00e-03
2024-04-29 19:22:03 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.338, Acc: 0.977, Base Lr: 6.00e-03
2024-04-29 19:22:08 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.343, Acc: 0.978, Base Lr: 6.00e-03
2024-04-29 19:22:12 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.332, Acc: 0.980, Base Lr: 6.00e-03
2024-04-29 19:22:17 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.328, Acc: 0.980, Base Lr: 6.00e-03
2024-04-29 19:22:21 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.315, Acc: 0.982, Base Lr: 6.00e-03
2024-04-29 19:22:25 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.309, Acc: 0.982, Base Lr: 6.00e-03
2024-04-29 19:22:30 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.310, Acc: 0.982, Base Lr: 6.00e-03
2024-04-29 19:22:34 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.306, Acc: 0.982, Base Lr: 6.00e-03
2024-04-29 19:22:39 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.305, Acc: 0.982, Base Lr: 6.00e-03
2024-04-29 19:22:43 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.302, Acc: 0.982, Base Lr: 6.00e-03
2024-04-29 19:22:48 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.301, Acc: 0.983, Base Lr: 6.00e-03
2024-04-29 19:22:52 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.295, Acc: 0.983, Base Lr: 6.00e-03
2024-04-29 19:22:56 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.290, Acc: 0.983, Base Lr: 6.00e-03
2024-04-29 19:23:01 transreid.train INFO: Epoch[40] Iter[180/186] Loss: 0.285, Acc: 0.983, Base Lr: 6.00e-03
2024-04-29 19:23:02 transreid.train INFO: Epoch 40 done. Time per epoch: 81.995[s] Speed: 142.8[samples/s]
2024-04-29 19:23:35 transreid.train INFO: Validation Results - Epoch: 40
2024-04-29 19:23:35 transreid.train INFO: mAP: 64.3%
2024-04-29 19:23:35 transreid.train INFO: CMC curve, Rank-1  :83.5%
2024-04-29 19:23:35 transreid.train INFO: CMC curve, Rank-5  :93.6%
2024-04-29 19:23:35 transreid.train INFO: CMC curve, Rank-10 :96.1%
2024-04-29 19:23:40 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.401, Acc: 0.970, Base Lr: 5.91e-03
2024-04-29 19:23:45 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.344, Acc: 0.975, Base Lr: 5.91e-03
2024-04-29 19:23:49 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.330, Acc: 0.976, Base Lr: 5.91e-03
2024-04-29 19:23:54 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.326, Acc: 0.978, Base Lr: 5.91e-03
2024-04-29 19:23:58 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.328, Acc: 0.978, Base Lr: 5.91e-03
2024-04-29 19:24:03 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.319, Acc: 0.979, Base Lr: 5.91e-03
2024-04-29 19:24:07 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.325, Acc: 0.981, Base Lr: 5.91e-03
2024-04-29 19:24:12 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.318, Acc: 0.981, Base Lr: 5.91e-03
2024-04-29 19:24:16 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.308, Acc: 0.981, Base Lr: 5.91e-03
2024-04-29 19:24:21 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.300, Acc: 0.982, Base Lr: 5.91e-03
2024-04-29 19:24:25 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.299, Acc: 0.983, Base Lr: 5.91e-03
2024-04-29 19:24:29 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.295, Acc: 0.983, Base Lr: 5.91e-03
2024-04-29 19:24:34 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.291, Acc: 0.983, Base Lr: 5.91e-03
2024-04-29 19:24:38 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.292, Acc: 0.983, Base Lr: 5.91e-03
2024-04-29 19:24:43 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.289, Acc: 0.983, Base Lr: 5.91e-03
2024-04-29 19:24:47 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.287, Acc: 0.983, Base Lr: 5.91e-03
2024-04-29 19:24:52 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.283, Acc: 0.983, Base Lr: 5.91e-03
2024-04-29 19:24:56 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.279, Acc: 0.983, Base Lr: 5.91e-03
2024-04-29 19:24:58 transreid.train INFO: Epoch 41 done. Time per epoch: 82.474[s] Speed: 142.8[samples/s]
2024-04-29 19:25:03 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.317, Acc: 0.978, Base Lr: 5.82e-03
2024-04-29 19:25:07 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.329, Acc: 0.977, Base Lr: 5.82e-03
2024-04-29 19:25:12 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.321, Acc: 0.980, Base Lr: 5.82e-03
2024-04-29 19:25:16 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.312, Acc: 0.980, Base Lr: 5.82e-03
2024-04-29 19:25:21 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.304, Acc: 0.980, Base Lr: 5.82e-03
2024-04-29 19:25:25 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.298, Acc: 0.980, Base Lr: 5.82e-03
2024-04-29 19:25:30 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.299, Acc: 0.980, Base Lr: 5.82e-03
2024-04-29 19:25:34 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.297, Acc: 0.980, Base Lr: 5.82e-03
2024-04-29 19:25:39 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.296, Acc: 0.980, Base Lr: 5.82e-03
2024-04-29 19:25:43 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.290, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 19:25:47 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.291, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 19:25:52 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.286, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 19:25:56 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.280, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 19:26:01 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.283, Acc: 0.981, Base Lr: 5.82e-03
2024-04-29 19:26:05 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.276, Acc: 0.982, Base Lr: 5.82e-03
2024-04-29 19:26:09 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.270, Acc: 0.982, Base Lr: 5.82e-03
2024-04-29 19:26:14 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.265, Acc: 0.983, Base Lr: 5.82e-03
2024-04-29 19:26:18 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.261, Acc: 0.984, Base Lr: 5.82e-03
2024-04-29 19:26:20 transreid.train INFO: Epoch 42 done. Time per epoch: 82.178[s] Speed: 143.3[samples/s]
2024-04-29 19:26:25 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.310, Acc: 0.978, Base Lr: 5.73e-03
2024-04-29 19:26:30 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.291, Acc: 0.979, Base Lr: 5.73e-03
2024-04-29 19:26:34 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.279, Acc: 0.981, Base Lr: 5.73e-03
2024-04-29 19:26:38 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.267, Acc: 0.984, Base Lr: 5.73e-03
2024-04-29 19:26:43 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.265, Acc: 0.984, Base Lr: 5.73e-03
2024-04-29 19:26:47 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.266, Acc: 0.984, Base Lr: 5.73e-03
2024-04-29 19:26:52 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.273, Acc: 0.983, Base Lr: 5.73e-03
2024-04-29 19:26:56 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.274, Acc: 0.983, Base Lr: 5.73e-03
2024-04-29 19:27:00 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.274, Acc: 0.983, Base Lr: 5.73e-03
2024-04-29 19:27:05 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.275, Acc: 0.983, Base Lr: 5.73e-03
2024-04-29 19:27:09 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.273, Acc: 0.983, Base Lr: 5.73e-03
2024-04-29 19:27:14 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.267, Acc: 0.983, Base Lr: 5.73e-03
2024-04-29 19:27:18 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.265, Acc: 0.984, Base Lr: 5.73e-03
2024-04-29 19:27:23 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.263, Acc: 0.985, Base Lr: 5.73e-03
2024-04-29 19:27:27 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.258, Acc: 0.985, Base Lr: 5.73e-03
2024-04-29 19:27:31 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.254, Acc: 0.986, Base Lr: 5.73e-03
2024-04-29 19:27:36 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.252, Acc: 0.986, Base Lr: 5.73e-03
2024-04-29 19:27:40 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.250, Acc: 0.986, Base Lr: 5.73e-03
2024-04-29 19:27:42 transreid.train INFO: Epoch 43 done. Time per epoch: 82.129[s] Speed: 143.4[samples/s]
2024-04-29 19:27:47 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.248, Acc: 0.988, Base Lr: 5.63e-03
2024-04-29 19:27:52 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.272, Acc: 0.984, Base Lr: 5.63e-03
2024-04-29 19:27:56 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.261, Acc: 0.985, Base Lr: 5.63e-03
2024-04-29 19:28:01 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.257, Acc: 0.985, Base Lr: 5.63e-03
2024-04-29 19:28:05 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.256, Acc: 0.985, Base Lr: 5.63e-03
2024-04-29 19:28:09 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.257, Acc: 0.985, Base Lr: 5.63e-03
2024-04-29 19:28:14 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.253, Acc: 0.986, Base Lr: 5.63e-03
2024-04-29 19:28:18 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.252, Acc: 0.986, Base Lr: 5.63e-03
2024-04-29 19:28:22 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.251, Acc: 0.987, Base Lr: 5.63e-03
2024-04-29 19:28:27 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.255, Acc: 0.986, Base Lr: 5.63e-03
2024-04-29 19:28:31 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.258, Acc: 0.985, Base Lr: 5.63e-03
2024-04-29 19:28:36 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.254, Acc: 0.985, Base Lr: 5.63e-03
2024-04-29 19:28:40 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.252, Acc: 0.986, Base Lr: 5.63e-03
2024-04-29 19:28:45 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.250, Acc: 0.985, Base Lr: 5.63e-03
2024-04-29 19:28:49 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.246, Acc: 0.985, Base Lr: 5.63e-03
2024-04-29 19:28:53 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.245, Acc: 0.985, Base Lr: 5.63e-03
2024-04-29 19:28:58 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.245, Acc: 0.985, Base Lr: 5.63e-03
2024-04-29 19:29:02 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.242, Acc: 0.985, Base Lr: 5.63e-03
2024-04-29 19:29:04 transreid.train INFO: Epoch 44 done. Time per epoch: 81.849[s] Speed: 143.9[samples/s]
2024-04-29 19:29:09 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.278, Acc: 0.989, Base Lr: 5.54e-03
2024-04-29 19:29:13 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.278, Acc: 0.986, Base Lr: 5.54e-03
2024-04-29 19:29:18 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.279, Acc: 0.985, Base Lr: 5.54e-03
2024-04-29 19:29:22 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.268, Acc: 0.985, Base Lr: 5.54e-03
2024-04-29 19:29:27 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.275, Acc: 0.985, Base Lr: 5.54e-03
2024-04-29 19:29:31 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.270, Acc: 0.985, Base Lr: 5.54e-03
2024-04-29 19:29:36 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.274, Acc: 0.983, Base Lr: 5.54e-03
2024-04-29 19:29:40 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.277, Acc: 0.983, Base Lr: 5.54e-03
2024-04-29 19:29:45 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.268, Acc: 0.984, Base Lr: 5.54e-03
2024-04-29 19:29:49 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.269, Acc: 0.983, Base Lr: 5.54e-03
2024-04-29 19:29:53 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.260, Acc: 0.984, Base Lr: 5.54e-03
2024-04-29 19:29:58 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.255, Acc: 0.985, Base Lr: 5.54e-03
2024-04-29 19:30:02 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.250, Acc: 0.986, Base Lr: 5.54e-03
2024-04-29 19:30:07 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.249, Acc: 0.986, Base Lr: 5.54e-03
2024-04-29 19:30:11 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.246, Acc: 0.986, Base Lr: 5.54e-03
2024-04-29 19:30:15 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.245, Acc: 0.985, Base Lr: 5.54e-03
2024-04-29 19:30:20 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.244, Acc: 0.985, Base Lr: 5.54e-03
2024-04-29 19:30:24 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.239, Acc: 0.985, Base Lr: 5.54e-03
2024-04-29 19:30:26 transreid.train INFO: Epoch 45 done. Time per epoch: 81.501[s] Speed: 143.7[samples/s]
2024-04-29 19:30:31 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.201, Acc: 0.984, Base Lr: 5.44e-03
2024-04-29 19:30:35 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.221, Acc: 0.987, Base Lr: 5.44e-03
2024-04-29 19:30:39 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.234, Acc: 0.984, Base Lr: 5.44e-03
2024-04-29 19:30:44 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.228, Acc: 0.986, Base Lr: 5.44e-03
2024-04-29 19:30:48 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.230, Acc: 0.987, Base Lr: 5.44e-03
2024-04-29 19:30:53 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.232, Acc: 0.986, Base Lr: 5.44e-03
2024-04-29 19:30:57 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.233, Acc: 0.987, Base Lr: 5.44e-03
2024-04-29 19:31:01 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.234, Acc: 0.987, Base Lr: 5.44e-03
2024-04-29 19:31:06 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.230, Acc: 0.987, Base Lr: 5.44e-03
2024-04-29 19:31:10 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.229, Acc: 0.986, Base Lr: 5.44e-03
2024-04-29 19:31:15 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.229, Acc: 0.986, Base Lr: 5.44e-03
2024-04-29 19:31:19 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.226, Acc: 0.986, Base Lr: 5.44e-03
2024-04-29 19:31:23 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.227, Acc: 0.986, Base Lr: 5.44e-03
2024-04-29 19:31:28 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.224, Acc: 0.986, Base Lr: 5.44e-03
2024-04-29 19:31:32 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.222, Acc: 0.986, Base Lr: 5.44e-03
2024-04-29 19:31:37 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.221, Acc: 0.986, Base Lr: 5.44e-03
2024-04-29 19:31:41 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.221, Acc: 0.986, Base Lr: 5.44e-03
2024-04-29 19:31:45 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.220, Acc: 0.986, Base Lr: 5.44e-03
2024-04-29 19:31:47 transreid.train INFO: Epoch 46 done. Time per epoch: 81.107[s] Speed: 144.4[samples/s]
2024-04-29 19:31:52 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.224, Acc: 0.988, Base Lr: 5.34e-03
2024-04-29 19:31:56 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.235, Acc: 0.986, Base Lr: 5.34e-03
2024-04-29 19:32:00 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.217, Acc: 0.988, Base Lr: 5.34e-03
2024-04-29 19:32:05 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.223, Acc: 0.986, Base Lr: 5.34e-03
2024-04-29 19:32:09 transreid.train INFO: Epoch[47] Iter[50/186] Loss: 0.221, Acc: 0.985, Base Lr: 5.34e-03
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2024-04-29 19:33:08 transreid.train INFO: Epoch 47 done. Time per epoch: 81.425[s] Speed: 144.6[samples/s]
2024-04-29 19:33:13 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.227, Acc: 0.983, Base Lr: 5.24e-03
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2024-04-29 19:34:30 transreid.train INFO: Epoch 48 done. Time per epoch: 81.712[s] Speed: 144.1[samples/s]
2024-04-29 19:34:35 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.318, Acc: 0.967, Base Lr: 5.14e-03
2024-04-29 19:34:39 transreid.train INFO: Epoch[49] Iter[20/186] Loss: 0.247, Acc: 0.977, Base Lr: 5.14e-03
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2024-04-29 19:35:01 transreid.train INFO: Epoch[49] Iter[70/186] Loss: 0.245, Acc: 0.984, Base Lr: 5.14e-03
2024-04-29 19:35:06 transreid.train INFO: Epoch[49] Iter[80/186] Loss: 0.239, Acc: 0.985, Base Lr: 5.14e-03
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2024-04-29 19:35:51 transreid.train INFO: Epoch 49 done. Time per epoch: 81.259[s] Speed: 144.1[samples/s]
2024-04-29 19:35:56 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.241, Acc: 0.981, Base Lr: 5.04e-03
2024-04-29 19:36:00 transreid.train INFO: Epoch[50] Iter[20/186] Loss: 0.224, Acc: 0.983, Base Lr: 5.04e-03
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2024-04-29 19:36:14 transreid.train INFO: Epoch[50] Iter[50/186] Loss: 0.206, Acc: 0.985, Base Lr: 5.04e-03
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2024-04-29 19:36:22 transreid.train INFO: Epoch[50] Iter[70/186] Loss: 0.200, Acc: 0.985, Base Lr: 5.04e-03
2024-04-29 19:36:27 transreid.train INFO: Epoch[50] Iter[80/186] Loss: 0.197, Acc: 0.986, Base Lr: 5.04e-03
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2024-04-29 19:36:36 transreid.train INFO: Epoch[50] Iter[100/186] Loss: 0.200, Acc: 0.986, Base Lr: 5.04e-03
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2024-04-29 19:36:58 transreid.train INFO: Epoch[50] Iter[150/186] Loss: 0.193, Acc: 0.987, Base Lr: 5.04e-03
2024-04-29 19:37:02 transreid.train INFO: Epoch[50] Iter[160/186] Loss: 0.191, Acc: 0.987, Base Lr: 5.04e-03
2024-04-29 19:37:07 transreid.train INFO: Epoch[50] Iter[170/186] Loss: 0.188, Acc: 0.988, Base Lr: 5.04e-03
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2024-04-29 19:37:13 transreid.train INFO: Epoch 50 done. Time per epoch: 81.705[s] Speed: 144.1[samples/s]
2024-04-29 19:37:18 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.301, Acc: 0.977, Base Lr: 4.94e-03
2024-04-29 19:37:22 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.258, Acc: 0.984, Base Lr: 4.94e-03
2024-04-29 19:37:26 transreid.train INFO: Epoch[51] Iter[30/186] Loss: 0.236, Acc: 0.985, Base Lr: 4.94e-03
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2024-04-29 19:37:35 transreid.train INFO: Epoch[51] Iter[50/186] Loss: 0.234, Acc: 0.984, Base Lr: 4.94e-03
2024-04-29 19:37:40 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 0.222, Acc: 0.985, Base Lr: 4.94e-03
2024-04-29 19:37:44 transreid.train INFO: Epoch[51] Iter[70/186] Loss: 0.223, Acc: 0.986, Base Lr: 4.94e-03
2024-04-29 19:37:48 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.217, Acc: 0.987, Base Lr: 4.94e-03
2024-04-29 19:37:53 transreid.train INFO: Epoch[51] Iter[90/186] Loss: 0.220, Acc: 0.986, Base Lr: 4.94e-03
2024-04-29 19:37:57 transreid.train INFO: Epoch[51] Iter[100/186] Loss: 0.215, Acc: 0.987, Base Lr: 4.94e-03
2024-04-29 19:38:02 transreid.train INFO: Epoch[51] Iter[110/186] Loss: 0.214, Acc: 0.987, Base Lr: 4.94e-03
2024-04-29 19:38:06 transreid.train INFO: Epoch[51] Iter[120/186] Loss: 0.209, Acc: 0.988, Base Lr: 4.94e-03
2024-04-29 19:38:10 transreid.train INFO: Epoch[51] Iter[130/186] Loss: 0.209, Acc: 0.988, Base Lr: 4.94e-03
2024-04-29 19:38:15 transreid.train INFO: Epoch[51] Iter[140/186] Loss: 0.209, Acc: 0.988, Base Lr: 4.94e-03
2024-04-29 19:38:19 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.204, Acc: 0.988, Base Lr: 4.94e-03
2024-04-29 19:38:23 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.200, Acc: 0.988, Base Lr: 4.94e-03
2024-04-29 19:38:28 transreid.train INFO: Epoch[51] Iter[170/186] Loss: 0.199, Acc: 0.988, Base Lr: 4.94e-03
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2024-04-29 19:38:34 transreid.train INFO: Epoch 51 done. Time per epoch: 81.240[s] Speed: 145.0[samples/s]
2024-04-29 19:38:39 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.262, Acc: 0.978, Base Lr: 4.84e-03
2024-04-29 19:38:43 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.223, Acc: 0.982, Base Lr: 4.84e-03
2024-04-29 19:38:48 transreid.train INFO: Epoch[52] Iter[30/186] Loss: 0.235, Acc: 0.984, Base Lr: 4.84e-03
2024-04-29 19:38:52 transreid.train INFO: Epoch[52] Iter[40/186] Loss: 0.226, Acc: 0.985, Base Lr: 4.84e-03
2024-04-29 19:38:57 transreid.train INFO: Epoch[52] Iter[50/186] Loss: 0.231, Acc: 0.983, Base Lr: 4.84e-03
2024-04-29 19:39:01 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.226, Acc: 0.983, Base Lr: 4.84e-03
2024-04-29 19:39:05 transreid.train INFO: Epoch[52] Iter[70/186] Loss: 0.226, Acc: 0.983, Base Lr: 4.84e-03
2024-04-29 19:39:10 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.215, Acc: 0.983, Base Lr: 4.84e-03
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2024-04-29 19:39:18 transreid.train INFO: Epoch[52] Iter[100/186] Loss: 0.218, Acc: 0.984, Base Lr: 4.84e-03
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2024-04-29 19:39:36 transreid.train INFO: Epoch[52] Iter[140/186] Loss: 0.209, Acc: 0.985, Base Lr: 4.84e-03
2024-04-29 19:39:40 transreid.train INFO: Epoch[52] Iter[150/186] Loss: 0.209, Acc: 0.986, Base Lr: 4.84e-03
2024-04-29 19:39:44 transreid.train INFO: Epoch[52] Iter[160/186] Loss: 0.206, Acc: 0.986, Base Lr: 4.84e-03
2024-04-29 19:39:49 transreid.train INFO: Epoch[52] Iter[170/186] Loss: 0.203, Acc: 0.986, Base Lr: 4.84e-03
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2024-04-29 19:39:55 transreid.train INFO: Epoch 52 done. Time per epoch: 80.932[s] Speed: 145.5[samples/s]
2024-04-29 19:40:00 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.182, Acc: 0.994, Base Lr: 4.74e-03
2024-04-29 19:40:04 transreid.train INFO: Epoch[53] Iter[20/186] Loss: 0.192, Acc: 0.991, Base Lr: 4.74e-03
2024-04-29 19:40:08 transreid.train INFO: Epoch[53] Iter[30/186] Loss: 0.215, Acc: 0.988, Base Lr: 4.74e-03
2024-04-29 19:40:13 transreid.train INFO: Epoch[53] Iter[40/186] Loss: 0.220, Acc: 0.988, Base Lr: 4.74e-03
2024-04-29 19:40:17 transreid.train INFO: Epoch[53] Iter[50/186] Loss: 0.215, Acc: 0.987, Base Lr: 4.74e-03
2024-04-29 19:40:22 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.207, Acc: 0.988, Base Lr: 4.74e-03
2024-04-29 19:40:26 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.206, Acc: 0.988, Base Lr: 4.74e-03
2024-04-29 19:40:30 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.204, Acc: 0.988, Base Lr: 4.74e-03
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2024-04-29 19:40:39 transreid.train INFO: Epoch[53] Iter[100/186] Loss: 0.200, Acc: 0.988, Base Lr: 4.74e-03
2024-04-29 19:40:43 transreid.train INFO: Epoch[53] Iter[110/186] Loss: 0.196, Acc: 0.989, Base Lr: 4.74e-03
2024-04-29 19:40:48 transreid.train INFO: Epoch[53] Iter[120/186] Loss: 0.198, Acc: 0.988, Base Lr: 4.74e-03
2024-04-29 19:40:52 transreid.train INFO: Epoch[53] Iter[130/186] Loss: 0.198, Acc: 0.988, Base Lr: 4.74e-03
2024-04-29 19:40:56 transreid.train INFO: Epoch[53] Iter[140/186] Loss: 0.195, Acc: 0.988, Base Lr: 4.74e-03
2024-04-29 19:41:01 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.193, Acc: 0.989, Base Lr: 4.74e-03
2024-04-29 19:41:05 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.193, Acc: 0.989, Base Lr: 4.74e-03
2024-04-29 19:41:09 transreid.train INFO: Epoch[53] Iter[170/186] Loss: 0.191, Acc: 0.988, Base Lr: 4.74e-03
2024-04-29 19:41:14 transreid.train INFO: Epoch[53] Iter[180/186] Loss: 0.188, Acc: 0.988, Base Lr: 4.74e-03
2024-04-29 19:41:16 transreid.train INFO: Epoch 53 done. Time per epoch: 80.650[s] Speed: 146.0[samples/s]
2024-04-29 19:41:20 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.239, Acc: 0.988, Base Lr: 4.63e-03
2024-04-29 19:41:25 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.225, Acc: 0.986, Base Lr: 4.63e-03
2024-04-29 19:41:29 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.228, Acc: 0.986, Base Lr: 4.63e-03
2024-04-29 19:41:34 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 0.226, Acc: 0.984, Base Lr: 4.63e-03
2024-04-29 19:41:38 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.223, Acc: 0.984, Base Lr: 4.63e-03
2024-04-29 19:41:42 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.222, Acc: 0.984, Base Lr: 4.63e-03
2024-04-29 19:41:47 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.221, Acc: 0.985, Base Lr: 4.63e-03
2024-04-29 19:41:51 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.218, Acc: 0.986, Base Lr: 4.63e-03
2024-04-29 19:41:55 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.218, Acc: 0.985, Base Lr: 4.63e-03
2024-04-29 19:42:00 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.215, Acc: 0.985, Base Lr: 4.63e-03
2024-04-29 19:42:04 transreid.train INFO: Epoch[54] Iter[110/186] Loss: 0.209, Acc: 0.986, Base Lr: 4.63e-03
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2024-04-29 19:42:13 transreid.train INFO: Epoch[54] Iter[130/186] Loss: 0.203, Acc: 0.986, Base Lr: 4.63e-03
2024-04-29 19:42:17 transreid.train INFO: Epoch[54] Iter[140/186] Loss: 0.202, Acc: 0.986, Base Lr: 4.63e-03
2024-04-29 19:42:21 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.203, Acc: 0.986, Base Lr: 4.63e-03
2024-04-29 19:42:26 transreid.train INFO: Epoch[54] Iter[160/186] Loss: 0.200, Acc: 0.986, Base Lr: 4.63e-03
2024-04-29 19:42:30 transreid.train INFO: Epoch[54] Iter[170/186] Loss: 0.196, Acc: 0.987, Base Lr: 4.63e-03
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2024-04-29 19:42:36 transreid.train INFO: Epoch 54 done. Time per epoch: 80.614[s] Speed: 146.1[samples/s]
2024-04-29 19:42:41 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.231, Acc: 0.983, Base Lr: 4.53e-03
2024-04-29 19:42:46 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.227, Acc: 0.981, Base Lr: 4.53e-03
2024-04-29 19:42:50 transreid.train INFO: Epoch[55] Iter[30/186] Loss: 0.216, Acc: 0.984, Base Lr: 4.53e-03
2024-04-29 19:42:54 transreid.train INFO: Epoch[55] Iter[40/186] Loss: 0.204, Acc: 0.987, Base Lr: 4.53e-03
2024-04-29 19:42:59 transreid.train INFO: Epoch[55] Iter[50/186] Loss: 0.213, Acc: 0.987, Base Lr: 4.53e-03
2024-04-29 19:43:03 transreid.train INFO: Epoch[55] Iter[60/186] Loss: 0.209, Acc: 0.989, Base Lr: 4.53e-03
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2024-04-29 19:43:42 transreid.train INFO: Epoch[55] Iter[150/186] Loss: 0.184, Acc: 0.990, Base Lr: 4.53e-03
2024-04-29 19:43:47 transreid.train INFO: Epoch[55] Iter[160/186] Loss: 0.183, Acc: 0.989, Base Lr: 4.53e-03
2024-04-29 19:43:51 transreid.train INFO: Epoch[55] Iter[170/186] Loss: 0.179, Acc: 0.990, Base Lr: 4.53e-03
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2024-04-29 19:43:57 transreid.train INFO: Epoch 55 done. Time per epoch: 80.620[s] Speed: 145.3[samples/s]
2024-04-29 19:44:02 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.171, Acc: 0.992, Base Lr: 4.43e-03
2024-04-29 19:44:06 transreid.train INFO: Epoch[56] Iter[20/186] Loss: 0.191, Acc: 0.990, Base Lr: 4.43e-03
2024-04-29 19:44:11 transreid.train INFO: Epoch[56] Iter[30/186] Loss: 0.189, Acc: 0.990, Base Lr: 4.43e-03
2024-04-29 19:44:15 transreid.train INFO: Epoch[56] Iter[40/186] Loss: 0.193, Acc: 0.991, Base Lr: 4.43e-03
2024-04-29 19:44:19 transreid.train INFO: Epoch[56] Iter[50/186] Loss: 0.200, Acc: 0.990, Base Lr: 4.43e-03
2024-04-29 19:44:24 transreid.train INFO: Epoch[56] Iter[60/186] Loss: 0.191, Acc: 0.990, Base Lr: 4.43e-03
2024-04-29 19:44:28 transreid.train INFO: Epoch[56] Iter[70/186] Loss: 0.201, Acc: 0.988, Base Lr: 4.43e-03
2024-04-29 19:44:32 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.199, Acc: 0.988, Base Lr: 4.43e-03
2024-04-29 19:44:37 transreid.train INFO: Epoch[56] Iter[90/186] Loss: 0.199, Acc: 0.988, Base Lr: 4.43e-03
2024-04-29 19:44:41 transreid.train INFO: Epoch[56] Iter[100/186] Loss: 0.200, Acc: 0.988, Base Lr: 4.43e-03
2024-04-29 19:44:46 transreid.train INFO: Epoch[56] Iter[110/186] Loss: 0.195, Acc: 0.988, Base Lr: 4.43e-03
2024-04-29 19:44:50 transreid.train INFO: Epoch[56] Iter[120/186] Loss: 0.190, Acc: 0.989, Base Lr: 4.43e-03
2024-04-29 19:44:54 transreid.train INFO: Epoch[56] Iter[130/186] Loss: 0.185, Acc: 0.989, Base Lr: 4.43e-03
2024-04-29 19:44:59 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.183, Acc: 0.990, Base Lr: 4.43e-03
2024-04-29 19:45:03 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.180, Acc: 0.990, Base Lr: 4.43e-03
2024-04-29 19:45:08 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.181, Acc: 0.989, Base Lr: 4.43e-03
2024-04-29 19:45:12 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.179, Acc: 0.989, Base Lr: 4.43e-03
2024-04-29 19:45:16 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.174, Acc: 0.989, Base Lr: 4.43e-03
2024-04-29 19:45:18 transreid.train INFO: Epoch 56 done. Time per epoch: 80.833[s] Speed: 144.9[samples/s]
2024-04-29 19:45:23 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.202, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 19:45:27 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.194, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 19:45:31 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.207, Acc: 0.987, Base Lr: 4.32e-03
2024-04-29 19:45:36 transreid.train INFO: Epoch[57] Iter[40/186] Loss: 0.207, Acc: 0.986, Base Lr: 4.32e-03
2024-04-29 19:45:40 transreid.train INFO: Epoch[57] Iter[50/186] Loss: 0.194, Acc: 0.987, Base Lr: 4.32e-03
2024-04-29 19:45:44 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.194, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 19:45:49 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.190, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 19:45:53 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.191, Acc: 0.988, Base Lr: 4.32e-03
2024-04-29 19:45:58 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.191, Acc: 0.989, Base Lr: 4.32e-03
2024-04-29 19:46:02 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.190, Acc: 0.989, Base Lr: 4.32e-03
2024-04-29 19:46:06 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.185, Acc: 0.989, Base Lr: 4.32e-03
2024-04-29 19:46:11 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 0.186, Acc: 0.989, Base Lr: 4.32e-03
2024-04-29 19:46:15 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.185, Acc: 0.989, Base Lr: 4.32e-03
2024-04-29 19:46:19 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.182, Acc: 0.990, Base Lr: 4.32e-03
2024-04-29 19:46:24 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.183, Acc: 0.990, Base Lr: 4.32e-03
2024-04-29 19:46:28 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.179, Acc: 0.990, Base Lr: 4.32e-03
2024-04-29 19:46:32 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.177, Acc: 0.989, Base Lr: 4.32e-03
2024-04-29 19:46:37 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.173, Acc: 0.990, Base Lr: 4.32e-03
2024-04-29 19:46:39 transreid.train INFO: Epoch 57 done. Time per epoch: 80.955[s] Speed: 145.5[samples/s]
2024-04-29 19:46:44 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.180, Acc: 0.989, Base Lr: 4.22e-03
2024-04-29 19:46:48 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.181, Acc: 0.991, Base Lr: 4.22e-03
2024-04-29 19:46:52 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.176, Acc: 0.992, Base Lr: 4.22e-03
2024-04-29 19:46:57 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.170, Acc: 0.993, Base Lr: 4.22e-03
2024-04-29 19:47:01 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.174, Acc: 0.992, Base Lr: 4.22e-03
2024-04-29 19:47:06 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.172, Acc: 0.992, Base Lr: 4.22e-03
2024-04-29 19:47:10 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.169, Acc: 0.992, Base Lr: 4.22e-03
2024-04-29 19:47:14 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.174, Acc: 0.991, Base Lr: 4.22e-03
2024-04-29 19:47:19 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.170, Acc: 0.992, Base Lr: 4.22e-03
2024-04-29 19:47:23 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.170, Acc: 0.992, Base Lr: 4.22e-03
2024-04-29 19:47:27 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.174, Acc: 0.991, Base Lr: 4.22e-03
2024-04-29 19:47:32 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.172, Acc: 0.991, Base Lr: 4.22e-03
2024-04-29 19:47:36 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.170, Acc: 0.991, Base Lr: 4.22e-03
2024-04-29 19:47:41 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.170, Acc: 0.991, Base Lr: 4.22e-03
2024-04-29 19:47:45 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.172, Acc: 0.990, Base Lr: 4.22e-03
2024-04-29 19:47:49 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.172, Acc: 0.990, Base Lr: 4.22e-03
2024-04-29 19:47:54 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.169, Acc: 0.990, Base Lr: 4.22e-03
2024-04-29 19:47:58 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.166, Acc: 0.990, Base Lr: 4.22e-03
2024-04-29 19:47:59 transreid.train INFO: Epoch 58 done. Time per epoch: 80.784[s] Speed: 145.0[samples/s]
2024-04-29 19:48:04 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.163, Acc: 0.994, Base Lr: 4.11e-03
2024-04-29 19:48:09 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.167, Acc: 0.992, Base Lr: 4.11e-03
2024-04-29 19:48:13 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.178, Acc: 0.993, Base Lr: 4.11e-03
2024-04-29 19:48:18 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.171, Acc: 0.994, Base Lr: 4.11e-03
2024-04-29 19:48:22 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.169, Acc: 0.993, Base Lr: 4.11e-03
2024-04-29 19:48:26 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.175, Acc: 0.993, Base Lr: 4.11e-03
2024-04-29 19:48:31 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.169, Acc: 0.994, Base Lr: 4.11e-03
2024-04-29 19:48:35 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.168, Acc: 0.993, Base Lr: 4.11e-03
2024-04-29 19:48:39 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.164, Acc: 0.993, Base Lr: 4.11e-03
2024-04-29 19:48:44 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.168, Acc: 0.992, Base Lr: 4.11e-03
2024-04-29 19:48:48 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.168, Acc: 0.992, Base Lr: 4.11e-03
2024-04-29 19:48:53 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.167, Acc: 0.992, Base Lr: 4.11e-03
2024-04-29 19:48:57 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.168, Acc: 0.992, Base Lr: 4.11e-03
2024-04-29 19:49:01 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.166, Acc: 0.992, Base Lr: 4.11e-03
2024-04-29 19:49:06 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.166, Acc: 0.992, Base Lr: 4.11e-03
2024-04-29 19:49:10 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.164, Acc: 0.992, Base Lr: 4.11e-03
2024-04-29 19:49:15 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.164, Acc: 0.992, Base Lr: 4.11e-03
2024-04-29 19:49:19 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.164, Acc: 0.992, Base Lr: 4.11e-03
2024-04-29 19:49:21 transreid.train INFO: Epoch 59 done. Time per epoch: 81.359[s] Speed: 144.7[samples/s]
2024-04-29 19:49:26 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.233, Acc: 0.986, Base Lr: 4.01e-03
2024-04-29 19:49:30 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.204, Acc: 0.989, Base Lr: 4.01e-03
2024-04-29 19:49:34 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.198, Acc: 0.987, Base Lr: 4.01e-03
2024-04-29 19:49:39 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.179, Acc: 0.988, Base Lr: 4.01e-03
2024-04-29 19:49:43 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.185, Acc: 0.989, Base Lr: 4.01e-03
2024-04-29 19:49:48 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.177, Acc: 0.990, Base Lr: 4.01e-03
2024-04-29 19:49:52 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.177, Acc: 0.991, Base Lr: 4.01e-03
2024-04-29 19:49:57 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.180, Acc: 0.991, Base Lr: 4.01e-03
2024-04-29 19:50:01 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.180, Acc: 0.990, Base Lr: 4.01e-03
2024-04-29 19:50:05 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.174, Acc: 0.990, Base Lr: 4.01e-03
2024-04-29 19:50:10 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.173, Acc: 0.990, Base Lr: 4.01e-03
2024-04-29 19:50:14 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.171, Acc: 0.990, Base Lr: 4.01e-03
2024-04-29 19:50:19 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.168, Acc: 0.990, Base Lr: 4.01e-03
2024-04-29 19:50:23 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.169, Acc: 0.990, Base Lr: 4.01e-03
2024-04-29 19:50:28 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.170, Acc: 0.990, Base Lr: 4.01e-03
2024-04-29 19:50:32 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.167, Acc: 0.990, Base Lr: 4.01e-03
2024-04-29 19:50:36 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.165, Acc: 0.990, Base Lr: 4.01e-03
2024-04-29 19:50:41 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.161, Acc: 0.991, Base Lr: 4.01e-03
2024-04-29 19:50:42 transreid.train INFO: Epoch 60 done. Time per epoch: 81.412[s] Speed: 143.9[samples/s]
2024-04-29 19:51:15 transreid.train INFO: Validation Results - Epoch: 60
2024-04-29 19:51:15 transreid.train INFO: mAP: 67.3%
2024-04-29 19:51:15 transreid.train INFO: CMC curve, Rank-1  :85.1%
2024-04-29 19:51:15 transreid.train INFO: CMC curve, Rank-5  :94.6%
2024-04-29 19:51:15 transreid.train INFO: CMC curve, Rank-10 :96.8%
2024-04-29 19:51:21 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.163, Acc: 0.989, Base Lr: 3.90e-03
2024-04-29 19:51:25 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.162, Acc: 0.990, Base Lr: 3.90e-03
2024-04-29 19:51:29 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.160, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 19:51:34 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.169, Acc: 0.990, Base Lr: 3.90e-03
2024-04-29 19:51:38 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.161, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 19:51:43 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.157, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 19:51:47 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.160, Acc: 0.990, Base Lr: 3.90e-03
2024-04-29 19:51:52 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.162, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 19:51:56 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.158, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 19:52:00 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.164, Acc: 0.990, Base Lr: 3.90e-03
2024-04-29 19:52:05 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.166, Acc: 0.990, Base Lr: 3.90e-03
2024-04-29 19:52:09 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.162, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 19:52:14 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.159, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 19:52:18 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.161, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 19:52:23 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.161, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 19:52:27 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.162, Acc: 0.991, Base Lr: 3.90e-03
2024-04-29 19:52:31 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.160, Acc: 0.992, Base Lr: 3.90e-03
2024-04-29 19:52:36 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.158, Acc: 0.992, Base Lr: 3.90e-03
2024-04-29 19:52:38 transreid.train INFO: Epoch 61 done. Time per epoch: 82.260[s] Speed: 143.2[samples/s]
2024-04-29 19:52:43 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.219, Acc: 0.986, Base Lr: 3.80e-03
2024-04-29 19:52:47 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.212, Acc: 0.987, Base Lr: 3.80e-03
2024-04-29 19:52:51 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.195, Acc: 0.986, Base Lr: 3.80e-03
2024-04-29 19:52:56 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.193, Acc: 0.986, Base Lr: 3.80e-03
2024-04-29 19:53:00 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.204, Acc: 0.985, Base Lr: 3.80e-03
2024-04-29 19:53:04 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.194, Acc: 0.986, Base Lr: 3.80e-03
2024-04-29 19:53:09 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.193, Acc: 0.986, Base Lr: 3.80e-03
2024-04-29 19:53:13 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.190, Acc: 0.986, Base Lr: 3.80e-03
2024-04-29 19:53:17 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.184, Acc: 0.986, Base Lr: 3.80e-03
2024-04-29 19:53:22 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.178, Acc: 0.987, Base Lr: 3.80e-03
2024-04-29 19:53:26 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.173, Acc: 0.988, Base Lr: 3.80e-03
2024-04-29 19:53:31 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.174, Acc: 0.987, Base Lr: 3.80e-03
2024-04-29 19:53:35 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.169, Acc: 0.988, Base Lr: 3.80e-03
2024-04-29 19:53:40 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.166, Acc: 0.988, Base Lr: 3.80e-03
2024-04-29 19:53:44 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.162, Acc: 0.988, Base Lr: 3.80e-03
2024-04-29 19:53:49 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.161, Acc: 0.989, Base Lr: 3.80e-03
2024-04-29 19:53:53 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.160, Acc: 0.989, Base Lr: 3.80e-03
2024-04-29 19:53:58 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.158, Acc: 0.989, Base Lr: 3.80e-03
2024-04-29 19:53:59 transreid.train INFO: Epoch 62 done. Time per epoch: 81.410[s] Speed: 143.9[samples/s]
2024-04-29 19:54:04 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.217, Acc: 0.991, Base Lr: 3.69e-03
2024-04-29 19:54:09 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.177, Acc: 0.991, Base Lr: 3.69e-03
2024-04-29 19:54:13 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.180, Acc: 0.992, Base Lr: 3.69e-03
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2024-04-29 19:55:21 transreid.train INFO: Epoch 63 done. Time per epoch: 82.188[s] Speed: 142.5[samples/s]
2024-04-29 19:55:26 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.178, Acc: 0.991, Base Lr: 3.59e-03
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2024-04-29 19:56:43 transreid.train INFO: Epoch 64 done. Time per epoch: 82.162[s] Speed: 142.5[samples/s]
2024-04-29 19:56:49 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.144, Acc: 0.991, Base Lr: 3.49e-03
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2024-04-29 19:58:05 transreid.train INFO: Epoch 65 done. Time per epoch: 81.908[s] Speed: 143.8[samples/s]
2024-04-29 19:58:10 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.158, Acc: 0.992, Base Lr: 3.38e-03
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2024-04-29 19:58:41 transreid.train INFO: Epoch[66] Iter[80/186] Loss: 0.151, Acc: 0.990, Base Lr: 3.38e-03
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2024-04-29 19:59:12 transreid.train INFO: Epoch[66] Iter[150/186] Loss: 0.152, Acc: 0.991, Base Lr: 3.38e-03
2024-04-29 19:59:17 transreid.train INFO: Epoch[66] Iter[160/186] Loss: 0.148, Acc: 0.991, Base Lr: 3.38e-03
2024-04-29 19:59:21 transreid.train INFO: Epoch[66] Iter[170/186] Loss: 0.145, Acc: 0.992, Base Lr: 3.38e-03
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2024-04-29 19:59:27 transreid.train INFO: Epoch 66 done. Time per epoch: 81.492[s] Speed: 143.7[samples/s]
2024-04-29 19:59:32 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.135, Acc: 0.988, Base Lr: 3.28e-03
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2024-04-29 20:00:03 transreid.train INFO: Epoch[67] Iter[80/186] Loss: 0.144, Acc: 0.990, Base Lr: 3.28e-03
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2024-04-29 20:00:34 transreid.train INFO: Epoch[67] Iter[150/186] Loss: 0.136, Acc: 0.991, Base Lr: 3.28e-03
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2024-04-29 20:00:50 transreid.train INFO: Epoch 67 done. Time per epoch: 82.661[s] Speed: 142.5[samples/s]
2024-04-29 20:00:55 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.164, Acc: 0.986, Base Lr: 3.18e-03
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2024-04-29 20:02:11 transreid.train INFO: Epoch 68 done. Time per epoch: 81.926[s] Speed: 143.0[samples/s]
2024-04-29 20:02:17 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.151, Acc: 0.989, Base Lr: 3.08e-03
2024-04-29 20:02:21 transreid.train INFO: Epoch[69] Iter[20/186] Loss: 0.126, Acc: 0.991, Base Lr: 3.08e-03
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2024-04-29 20:02:48 transreid.train INFO: Epoch[69] Iter[80/186] Loss: 0.138, Acc: 0.991, Base Lr: 3.08e-03
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2024-04-29 20:03:34 transreid.train INFO: Epoch 69 done. Time per epoch: 82.490[s] Speed: 142.8[samples/s]
2024-04-29 20:03:39 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.158, Acc: 0.991, Base Lr: 2.97e-03
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2024-04-29 20:04:57 transreid.train INFO: Epoch 70 done. Time per epoch: 82.588[s] Speed: 141.8[samples/s]
2024-04-29 20:05:02 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.120, Acc: 0.991, Base Lr: 2.87e-03
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2024-04-29 20:06:19 transreid.train INFO: Epoch 71 done. Time per epoch: 82.188[s] Speed: 143.3[samples/s]
2024-04-29 20:06:24 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.124, Acc: 0.994, Base Lr: 2.77e-03
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2024-04-29 20:07:41 transreid.train INFO: Epoch 72 done. Time per epoch: 82.025[s] Speed: 142.8[samples/s]
2024-04-29 20:07:46 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.179, Acc: 0.988, Base Lr: 2.68e-03
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2024-04-29 20:09:03 transreid.train INFO: Epoch 73 done. Time per epoch: 82.146[s] Speed: 142.6[samples/s]
2024-04-29 20:09:08 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.153, Acc: 0.989, Base Lr: 2.58e-03
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2024-04-29 20:10:25 transreid.train INFO: Epoch 74 done. Time per epoch: 82.103[s] Speed: 142.7[samples/s]
2024-04-29 20:10:30 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.141, Acc: 0.991, Base Lr: 2.48e-03
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2024-04-29 20:11:47 transreid.train INFO: Epoch 75 done. Time per epoch: 82.074[s] Speed: 142.7[samples/s]
2024-04-29 20:11:52 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.135, Acc: 0.986, Base Lr: 2.38e-03
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2024-04-29 20:13:09 transreid.train INFO: Epoch 76 done. Time per epoch: 81.965[s] Speed: 142.9[samples/s]
2024-04-29 20:13:14 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.115, Acc: 0.998, Base Lr: 2.29e-03
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2024-04-29 20:14:31 transreid.train INFO: Epoch 77 done. Time per epoch: 82.213[s] Speed: 142.5[samples/s]
2024-04-29 20:14:36 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.142, Acc: 0.986, Base Lr: 2.20e-03
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2024-04-29 20:15:53 transreid.train INFO: Epoch 78 done. Time per epoch: 81.442[s] Speed: 143.8[samples/s]
2024-04-29 20:15:58 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.151, Acc: 0.991, Base Lr: 2.10e-03
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2024-04-29 20:16:11 transreid.train INFO: Epoch[79] Iter[40/186] Loss: 0.145, Acc: 0.992, Base Lr: 2.10e-03
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2024-04-29 20:17:00 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.124, Acc: 0.994, Base Lr: 2.10e-03
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2024-04-29 20:17:15 transreid.train INFO: Epoch 79 done. Time per epoch: 82.201[s] Speed: 143.3[samples/s]
2024-04-29 20:17:20 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.145, Acc: 0.986, Base Lr: 2.01e-03
2024-04-29 20:17:24 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.137, Acc: 0.991, Base Lr: 2.01e-03
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2024-04-29 20:17:47 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.132, Acc: 0.994, Base Lr: 2.01e-03
2024-04-29 20:17:51 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.125, Acc: 0.994, Base Lr: 2.01e-03
2024-04-29 20:17:56 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.124, Acc: 0.993, Base Lr: 2.01e-03
2024-04-29 20:18:00 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.119, Acc: 0.993, Base Lr: 2.01e-03
2024-04-29 20:18:04 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.118, Acc: 0.994, Base Lr: 2.01e-03
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2024-04-29 20:18:18 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.110, Acc: 0.995, Base Lr: 2.01e-03
2024-04-29 20:18:22 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.111, Acc: 0.994, Base Lr: 2.01e-03
2024-04-29 20:18:27 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.112, Acc: 0.994, Base Lr: 2.01e-03
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2024-04-29 20:18:37 transreid.train INFO: Epoch 80 done. Time per epoch: 81.972[s] Speed: 142.9[samples/s]
2024-04-29 20:19:09 transreid.train INFO: Validation Results - Epoch: 80
2024-04-29 20:19:09 transreid.train INFO: mAP: 68.6%
2024-04-29 20:19:09 transreid.train INFO: CMC curve, Rank-1  :85.5%
2024-04-29 20:19:09 transreid.train INFO: CMC curve, Rank-5  :95.1%
2024-04-29 20:19:09 transreid.train INFO: CMC curve, Rank-10 :96.8%
2024-04-29 20:19:15 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.146, Acc: 0.984, Base Lr: 1.92e-03
2024-04-29 20:19:19 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.123, Acc: 0.990, Base Lr: 1.92e-03
2024-04-29 20:19:24 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.137, Acc: 0.989, Base Lr: 1.92e-03
2024-04-29 20:19:28 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.135, Acc: 0.989, Base Lr: 1.92e-03
2024-04-29 20:19:32 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.128, Acc: 0.991, Base Lr: 1.92e-03
2024-04-29 20:19:37 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.124, Acc: 0.992, Base Lr: 1.92e-03
2024-04-29 20:19:41 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.121, Acc: 0.992, Base Lr: 1.92e-03
2024-04-29 20:19:46 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.120, Acc: 0.992, Base Lr: 1.92e-03
2024-04-29 20:19:50 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.122, Acc: 0.993, Base Lr: 1.92e-03
2024-04-29 20:19:54 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.120, Acc: 0.993, Base Lr: 1.92e-03
2024-04-29 20:19:59 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.117, Acc: 0.993, Base Lr: 1.92e-03
2024-04-29 20:20:03 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.112, Acc: 0.994, Base Lr: 1.92e-03
2024-04-29 20:20:08 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.109, Acc: 0.994, Base Lr: 1.92e-03
2024-04-29 20:20:12 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.108, Acc: 0.994, Base Lr: 1.92e-03
2024-04-29 20:20:16 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.108, Acc: 0.994, Base Lr: 1.92e-03
2024-04-29 20:20:21 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.107, Acc: 0.994, Base Lr: 1.92e-03
2024-04-29 20:20:25 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.105, Acc: 0.994, Base Lr: 1.92e-03
2024-04-29 20:20:30 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.103, Acc: 0.994, Base Lr: 1.92e-03
2024-04-29 20:20:32 transreid.train INFO: Epoch 81 done. Time per epoch: 82.319[s] Speed: 143.8[samples/s]
2024-04-29 20:20:37 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.124, Acc: 0.992, Base Lr: 1.83e-03
2024-04-29 20:20:41 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.116, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 20:20:46 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.136, Acc: 0.993, Base Lr: 1.83e-03
2024-04-29 20:20:50 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.133, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 20:20:54 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.131, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 20:20:59 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.125, Acc: 0.995, Base Lr: 1.83e-03
2024-04-29 20:21:03 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.124, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 20:21:08 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.119, Acc: 0.995, Base Lr: 1.83e-03
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2024-04-29 20:21:16 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.121, Acc: 0.995, Base Lr: 1.83e-03
2024-04-29 20:21:21 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.124, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 20:21:25 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.124, Acc: 0.993, Base Lr: 1.83e-03
2024-04-29 20:21:30 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.126, Acc: 0.993, Base Lr: 1.83e-03
2024-04-29 20:21:34 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.123, Acc: 0.993, Base Lr: 1.83e-03
2024-04-29 20:21:38 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.121, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 20:21:43 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.119, Acc: 0.993, Base Lr: 1.83e-03
2024-04-29 20:21:47 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.117, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 20:21:51 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.116, Acc: 0.994, Base Lr: 1.83e-03
2024-04-29 20:21:53 transreid.train INFO: Epoch 82 done. Time per epoch: 80.855[s] Speed: 144.9[samples/s]
2024-04-29 20:21:58 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.130, Acc: 0.988, Base Lr: 1.75e-03
2024-04-29 20:22:02 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.145, Acc: 0.986, Base Lr: 1.75e-03
2024-04-29 20:22:07 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.157, Acc: 0.988, Base Lr: 1.75e-03
2024-04-29 20:22:11 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.151, Acc: 0.988, Base Lr: 1.75e-03
2024-04-29 20:22:15 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.138, Acc: 0.990, Base Lr: 1.75e-03
2024-04-29 20:22:20 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.131, Acc: 0.990, Base Lr: 1.75e-03
2024-04-29 20:22:24 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.130, Acc: 0.991, Base Lr: 1.75e-03
2024-04-29 20:22:29 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.128, Acc: 0.991, Base Lr: 1.75e-03
2024-04-29 20:22:33 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.127, Acc: 0.992, Base Lr: 1.75e-03
2024-04-29 20:22:37 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.126, Acc: 0.992, Base Lr: 1.75e-03
2024-04-29 20:22:42 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.125, Acc: 0.992, Base Lr: 1.75e-03
2024-04-29 20:22:46 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.124, Acc: 0.992, Base Lr: 1.75e-03
2024-04-29 20:22:51 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.123, Acc: 0.992, Base Lr: 1.75e-03
2024-04-29 20:22:55 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.120, Acc: 0.992, Base Lr: 1.75e-03
2024-04-29 20:22:59 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.117, Acc: 0.993, Base Lr: 1.75e-03
2024-04-29 20:23:04 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.117, Acc: 0.993, Base Lr: 1.75e-03
2024-04-29 20:23:08 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.115, Acc: 0.993, Base Lr: 1.75e-03
2024-04-29 20:23:13 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.113, Acc: 0.993, Base Lr: 1.75e-03
2024-04-29 20:23:14 transreid.train INFO: Epoch 83 done. Time per epoch: 81.603[s] Speed: 144.3[samples/s]
2024-04-29 20:23:19 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.105, Acc: 0.994, Base Lr: 1.66e-03
2024-04-29 20:23:24 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.104, Acc: 0.995, Base Lr: 1.66e-03
2024-04-29 20:23:28 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.113, Acc: 0.993, Base Lr: 1.66e-03
2024-04-29 20:23:33 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.110, Acc: 0.993, Base Lr: 1.66e-03
2024-04-29 20:23:37 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.126, Acc: 0.993, Base Lr: 1.66e-03
2024-04-29 20:23:42 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.129, Acc: 0.991, Base Lr: 1.66e-03
2024-04-29 20:23:46 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.123, Acc: 0.992, Base Lr: 1.66e-03
2024-04-29 20:23:50 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.122, Acc: 0.992, Base Lr: 1.66e-03
2024-04-29 20:23:55 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.123, Acc: 0.992, Base Lr: 1.66e-03
2024-04-29 20:23:59 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.120, Acc: 0.993, Base Lr: 1.66e-03
2024-04-29 20:24:04 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.119, Acc: 0.993, Base Lr: 1.66e-03
2024-04-29 20:24:08 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.117, Acc: 0.993, Base Lr: 1.66e-03
2024-04-29 20:24:13 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.116, Acc: 0.993, Base Lr: 1.66e-03
2024-04-29 20:24:17 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.118, Acc: 0.994, Base Lr: 1.66e-03
2024-04-29 20:24:22 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.119, Acc: 0.993, Base Lr: 1.66e-03
2024-04-29 20:24:26 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.117, Acc: 0.994, Base Lr: 1.66e-03
2024-04-29 20:24:30 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.117, Acc: 0.994, Base Lr: 1.66e-03
2024-04-29 20:24:35 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.114, Acc: 0.994, Base Lr: 1.66e-03
2024-04-29 20:24:36 transreid.train INFO: Epoch 84 done. Time per epoch: 81.968[s] Speed: 142.9[samples/s]
2024-04-29 20:24:41 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.129, Acc: 0.997, Base Lr: 1.58e-03
2024-04-29 20:24:46 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.122, Acc: 0.997, Base Lr: 1.58e-03
2024-04-29 20:24:51 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.128, Acc: 0.995, Base Lr: 1.58e-03
2024-04-29 20:24:55 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.137, Acc: 0.993, Base Lr: 1.58e-03
2024-04-29 20:24:59 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.130, Acc: 0.993, Base Lr: 1.58e-03
2024-04-29 20:25:04 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.125, Acc: 0.992, Base Lr: 1.58e-03
2024-04-29 20:25:08 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.124, Acc: 0.992, Base Lr: 1.58e-03
2024-04-29 20:25:13 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.118, Acc: 0.993, Base Lr: 1.58e-03
2024-04-29 20:25:17 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.119, Acc: 0.992, Base Lr: 1.58e-03
2024-04-29 20:25:22 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.119, Acc: 0.993, Base Lr: 1.58e-03
2024-04-29 20:25:26 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.119, Acc: 0.992, Base Lr: 1.58e-03
2024-04-29 20:25:31 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.118, Acc: 0.992, Base Lr: 1.58e-03
2024-04-29 20:25:35 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.116, Acc: 0.992, Base Lr: 1.58e-03
2024-04-29 20:25:40 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.115, Acc: 0.993, Base Lr: 1.58e-03
2024-04-29 20:25:44 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.114, Acc: 0.992, Base Lr: 1.58e-03
2024-04-29 20:25:48 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.112, Acc: 0.992, Base Lr: 1.58e-03
2024-04-29 20:25:53 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.111, Acc: 0.993, Base Lr: 1.58e-03
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2024-04-29 20:25:59 transreid.train INFO: Epoch 85 done. Time per epoch: 82.406[s] Speed: 142.1[samples/s]
2024-04-29 20:26:04 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.101, Acc: 0.995, Base Lr: 1.50e-03
2024-04-29 20:26:08 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.122, Acc: 0.992, Base Lr: 1.50e-03
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2024-04-29 20:26:35 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.123, Acc: 0.992, Base Lr: 1.50e-03
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2024-04-29 20:26:53 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.113, Acc: 0.994, Base Lr: 1.50e-03
2024-04-29 20:26:57 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.114, Acc: 0.994, Base Lr: 1.50e-03
2024-04-29 20:27:02 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.110, Acc: 0.994, Base Lr: 1.50e-03
2024-04-29 20:27:06 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.108, Acc: 0.995, Base Lr: 1.50e-03
2024-04-29 20:27:11 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.108, Acc: 0.994, Base Lr: 1.50e-03
2024-04-29 20:27:15 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.106, Acc: 0.994, Base Lr: 1.50e-03
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2024-04-29 20:27:21 transreid.train INFO: Epoch 86 done. Time per epoch: 82.072[s] Speed: 142.7[samples/s]
2024-04-29 20:27:26 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.107, Acc: 0.992, Base Lr: 1.42e-03
2024-04-29 20:27:30 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.134, Acc: 0.992, Base Lr: 1.42e-03
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2024-04-29 20:28:43 transreid.train INFO: Epoch 87 done. Time per epoch: 81.943[s] Speed: 142.9[samples/s]
2024-04-29 20:28:48 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.133, Acc: 0.992, Base Lr: 1.34e-03
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2024-04-29 20:30:05 transreid.train INFO: Epoch 88 done. Time per epoch: 82.379[s] Speed: 142.2[samples/s]
2024-04-29 20:30:10 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.116, Acc: 0.991, Base Lr: 1.26e-03
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2024-04-29 20:31:04 transreid.train INFO: Epoch[89] Iter[130/186] Loss: 0.111, Acc: 0.994, Base Lr: 1.26e-03
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2024-04-29 20:31:28 transreid.train INFO: Epoch 89 done. Time per epoch: 82.553[s] Speed: 142.6[samples/s]
2024-04-29 20:31:33 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.137, Acc: 0.992, Base Lr: 1.19e-03
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2024-04-29 20:32:00 transreid.train INFO: Epoch[90] Iter[70/186] Loss: 0.128, Acc: 0.994, Base Lr: 1.19e-03
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2024-04-29 20:32:50 transreid.train INFO: Epoch 90 done. Time per epoch: 82.268[s] Speed: 142.4[samples/s]
2024-04-29 20:32:55 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.119, Acc: 0.989, Base Lr: 1.11e-03
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2024-04-29 20:33:04 transreid.train INFO: Epoch[91] Iter[30/186] Loss: 0.123, Acc: 0.993, Base Lr: 1.11e-03
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2024-04-29 20:33:26 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.114, Acc: 0.993, Base Lr: 1.11e-03
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2024-04-29 20:33:58 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.106, Acc: 0.994, Base Lr: 1.11e-03
2024-04-29 20:34:02 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.106, Acc: 0.994, Base Lr: 1.11e-03
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2024-04-29 20:34:12 transreid.train INFO: Epoch 91 done. Time per epoch: 82.319[s] Speed: 142.3[samples/s]
2024-04-29 20:34:17 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.147, Acc: 0.992, Base Lr: 1.04e-03
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2024-04-29 20:35:19 transreid.train INFO: Epoch[92] Iter[150/186] Loss: 0.107, Acc: 0.993, Base Lr: 1.04e-03
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2024-04-29 20:35:34 transreid.train INFO: Epoch 92 done. Time per epoch: 81.670[s] Speed: 143.4[samples/s]
2024-04-29 20:35:39 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.176, Acc: 0.988, Base Lr: 9.72e-04
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2024-04-29 20:36:01 transreid.train INFO: Epoch[93] Iter[60/186] Loss: 0.124, Acc: 0.991, Base Lr: 9.72e-04
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2024-04-29 20:36:56 transreid.train INFO: Epoch 93 done. Time per epoch: 81.742[s] Speed: 143.3[samples/s]
2024-04-29 20:37:01 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.096, Acc: 0.995, Base Lr: 9.06e-04
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2024-04-29 20:38:18 transreid.train INFO: Epoch 94 done. Time per epoch: 82.159[s] Speed: 142.6[samples/s]
2024-04-29 20:38:23 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.137, Acc: 0.995, Base Lr: 8.41e-04
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2024-04-29 20:38:32 transreid.train INFO: Epoch[95] Iter[30/186] Loss: 0.124, Acc: 0.995, Base Lr: 8.41e-04
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2024-04-29 20:39:03 transreid.train INFO: Epoch[95] Iter[100/186] Loss: 0.112, Acc: 0.994, Base Lr: 8.41e-04
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2024-04-29 20:39:29 transreid.train INFO: Epoch[95] Iter[160/186] Loss: 0.103, Acc: 0.994, Base Lr: 8.41e-04
2024-04-29 20:39:34 transreid.train INFO: Epoch[95] Iter[170/186] Loss: 0.100, Acc: 0.995, Base Lr: 8.41e-04
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2024-04-29 20:39:40 transreid.train INFO: Epoch 95 done. Time per epoch: 82.404[s] Speed: 142.9[samples/s]
2024-04-29 20:39:45 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.128, Acc: 0.989, Base Lr: 7.78e-04
2024-04-29 20:39:50 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.131, Acc: 0.993, Base Lr: 7.78e-04
2024-04-29 20:39:54 transreid.train INFO: Epoch[96] Iter[30/186] Loss: 0.116, Acc: 0.993, Base Lr: 7.78e-04
2024-04-29 20:39:59 transreid.train INFO: Epoch[96] Iter[40/186] Loss: 0.123, Acc: 0.992, Base Lr: 7.78e-04
2024-04-29 20:40:03 transreid.train INFO: Epoch[96] Iter[50/186] Loss: 0.114, Acc: 0.993, Base Lr: 7.78e-04
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2024-04-29 20:40:17 transreid.train INFO: Epoch[96] Iter[80/186] Loss: 0.100, Acc: 0.994, Base Lr: 7.78e-04
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2024-04-29 20:40:30 transreid.train INFO: Epoch[96] Iter[110/186] Loss: 0.099, Acc: 0.994, Base Lr: 7.78e-04
2024-04-29 20:40:34 transreid.train INFO: Epoch[96] Iter[120/186] Loss: 0.099, Acc: 0.995, Base Lr: 7.78e-04
2024-04-29 20:40:39 transreid.train INFO: Epoch[96] Iter[130/186] Loss: 0.096, Acc: 0.995, Base Lr: 7.78e-04
2024-04-29 20:40:43 transreid.train INFO: Epoch[96] Iter[140/186] Loss: 0.098, Acc: 0.995, Base Lr: 7.78e-04
2024-04-29 20:40:48 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.097, Acc: 0.995, Base Lr: 7.78e-04
2024-04-29 20:40:52 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.095, Acc: 0.995, Base Lr: 7.78e-04
2024-04-29 20:40:57 transreid.train INFO: Epoch[96] Iter[170/186] Loss: 0.094, Acc: 0.995, Base Lr: 7.78e-04
2024-04-29 20:41:01 transreid.train INFO: Epoch[96] Iter[180/186] Loss: 0.095, Acc: 0.994, Base Lr: 7.78e-04
2024-04-29 20:41:03 transreid.train INFO: Epoch 96 done. Time per epoch: 82.252[s] Speed: 142.4[samples/s]
2024-04-29 20:41:08 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.117, Acc: 0.995, Base Lr: 7.18e-04
2024-04-29 20:41:12 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.105, Acc: 0.995, Base Lr: 7.18e-04
2024-04-29 20:41:17 transreid.train INFO: Epoch[97] Iter[30/186] Loss: 0.103, Acc: 0.996, Base Lr: 7.18e-04
2024-04-29 20:41:21 transreid.train INFO: Epoch[97] Iter[40/186] Loss: 0.101, Acc: 0.995, Base Lr: 7.18e-04
2024-04-29 20:41:26 transreid.train INFO: Epoch[97] Iter[50/186] Loss: 0.110, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 20:41:30 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.105, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 20:41:34 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.103, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 20:41:39 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.101, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 20:41:43 transreid.train INFO: Epoch[97] Iter[90/186] Loss: 0.104, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 20:41:48 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.104, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 20:41:52 transreid.train INFO: Epoch[97] Iter[110/186] Loss: 0.103, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 20:41:57 transreid.train INFO: Epoch[97] Iter[120/186] Loss: 0.102, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 20:42:01 transreid.train INFO: Epoch[97] Iter[130/186] Loss: 0.102, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 20:42:06 transreid.train INFO: Epoch[97] Iter[140/186] Loss: 0.102, Acc: 0.993, Base Lr: 7.18e-04
2024-04-29 20:42:10 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.100, Acc: 0.993, Base Lr: 7.18e-04
2024-04-29 20:42:15 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.097, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 20:42:19 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.096, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 20:42:23 transreid.train INFO: Epoch[97] Iter[180/186] Loss: 0.094, Acc: 0.994, Base Lr: 7.18e-04
2024-04-29 20:42:25 transreid.train INFO: Epoch 97 done. Time per epoch: 82.644[s] Speed: 142.5[samples/s]
2024-04-29 20:42:30 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.099, Acc: 0.997, Base Lr: 6.60e-04
2024-04-29 20:42:35 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.095, Acc: 0.996, Base Lr: 6.60e-04
2024-04-29 20:42:39 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.101, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 20:42:44 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.102, Acc: 0.994, Base Lr: 6.60e-04
2024-04-29 20:42:48 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.096, Acc: 0.994, Base Lr: 6.60e-04
2024-04-29 20:42:52 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.095, Acc: 0.994, Base Lr: 6.60e-04
2024-04-29 20:42:57 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.095, Acc: 0.994, Base Lr: 6.60e-04
2024-04-29 20:43:01 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.099, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 20:43:06 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.097, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 20:43:10 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.095, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 20:43:15 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.097, Acc: 0.994, Base Lr: 6.60e-04
2024-04-29 20:43:19 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.095, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 20:43:24 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.097, Acc: 0.994, Base Lr: 6.60e-04
2024-04-29 20:43:28 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.096, Acc: 0.994, Base Lr: 6.60e-04
2024-04-29 20:43:32 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.095, Acc: 0.994, Base Lr: 6.60e-04
2024-04-29 20:43:37 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.093, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 20:43:41 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.094, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 20:43:46 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.095, Acc: 0.995, Base Lr: 6.60e-04
2024-04-29 20:43:48 transreid.train INFO: Epoch 98 done. Time per epoch: 82.293[s] Speed: 143.1[samples/s]
2024-04-29 20:43:53 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.108, Acc: 0.991, Base Lr: 6.04e-04
2024-04-29 20:43:57 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.104, Acc: 0.993, Base Lr: 6.04e-04
2024-04-29 20:44:02 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.093, Acc: 0.994, Base Lr: 6.04e-04
2024-04-29 20:44:06 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.097, Acc: 0.994, Base Lr: 6.04e-04
2024-04-29 20:44:10 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.112, Acc: 0.993, Base Lr: 6.04e-04
2024-04-29 20:44:15 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.111, Acc: 0.993, Base Lr: 6.04e-04
2024-04-29 20:44:19 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.109, Acc: 0.993, Base Lr: 6.04e-04
2024-04-29 20:44:24 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.106, Acc: 0.994, Base Lr: 6.04e-04
2024-04-29 20:44:28 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.104, Acc: 0.993, Base Lr: 6.04e-04
2024-04-29 20:44:33 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.104, Acc: 0.994, Base Lr: 6.04e-04
2024-04-29 20:44:37 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.104, Acc: 0.994, Base Lr: 6.04e-04
2024-04-29 20:44:42 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.102, Acc: 0.994, Base Lr: 6.04e-04
2024-04-29 20:44:46 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.102, Acc: 0.994, Base Lr: 6.04e-04
2024-04-29 20:44:50 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.099, Acc: 0.994, Base Lr: 6.04e-04
2024-04-29 20:44:55 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.100, Acc: 0.994, Base Lr: 6.04e-04
2024-04-29 20:44:59 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.100, Acc: 0.994, Base Lr: 6.04e-04
2024-04-29 20:45:04 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.099, Acc: 0.994, Base Lr: 6.04e-04
2024-04-29 20:45:08 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.098, Acc: 0.994, Base Lr: 6.04e-04
2024-04-29 20:45:10 transreid.train INFO: Epoch 99 done. Time per epoch: 82.536[s] Speed: 142.7[samples/s]
2024-04-29 20:45:15 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.119, Acc: 0.998, Base Lr: 5.51e-04
2024-04-29 20:45:20 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.131, Acc: 0.993, Base Lr: 5.51e-04
2024-04-29 20:45:24 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.118, Acc: 0.993, Base Lr: 5.51e-04
2024-04-29 20:45:28 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.117, Acc: 0.992, Base Lr: 5.51e-04
2024-04-29 20:45:33 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.113, Acc: 0.993, Base Lr: 5.51e-04
2024-04-29 20:45:37 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.110, Acc: 0.993, Base Lr: 5.51e-04
2024-04-29 20:45:42 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.113, Acc: 0.992, Base Lr: 5.51e-04
2024-04-29 20:45:46 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.111, Acc: 0.993, Base Lr: 5.51e-04
2024-04-29 20:45:51 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.110, Acc: 0.993, Base Lr: 5.51e-04
2024-04-29 20:45:55 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.111, Acc: 0.993, Base Lr: 5.51e-04
2024-04-29 20:45:59 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.111, Acc: 0.993, Base Lr: 5.51e-04
2024-04-29 20:46:04 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.109, Acc: 0.993, Base Lr: 5.51e-04
2024-04-29 20:46:08 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.109, Acc: 0.993, Base Lr: 5.51e-04
2024-04-29 20:46:13 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.108, Acc: 0.993, Base Lr: 5.51e-04
2024-04-29 20:46:17 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.108, Acc: 0.993, Base Lr: 5.51e-04
2024-04-29 20:46:22 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.106, Acc: 0.993, Base Lr: 5.51e-04
2024-04-29 20:46:26 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.105, Acc: 0.993, Base Lr: 5.51e-04
2024-04-29 20:46:30 transreid.train INFO: Epoch[100] Iter[180/186] Loss: 0.102, Acc: 0.993, Base Lr: 5.51e-04
2024-04-29 20:46:32 transreid.train INFO: Epoch 100 done. Time per epoch: 82.208[s] Speed: 143.2[samples/s]
2024-04-29 20:47:05 transreid.train INFO: Validation Results - Epoch: 100
2024-04-29 20:47:05 transreid.train INFO: mAP: 69.4%
2024-04-29 20:47:05 transreid.train INFO: CMC curve, Rank-1  :86.3%
2024-04-29 20:47:05 transreid.train INFO: CMC curve, Rank-5  :95.2%
2024-04-29 20:47:05 transreid.train INFO: CMC curve, Rank-10 :97.3%
2024-04-29 20:47:10 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.139, Acc: 0.997, Base Lr: 5.00e-04
2024-04-29 20:47:15 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.156, Acc: 0.991, Base Lr: 5.00e-04
2024-04-29 20:47:19 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.145, Acc: 0.992, Base Lr: 5.00e-04
2024-04-29 20:47:24 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.130, Acc: 0.991, Base Lr: 5.00e-04
2024-04-29 20:47:28 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.122, Acc: 0.992, Base Lr: 5.00e-04
2024-04-29 20:47:33 transreid.train INFO: Epoch[101] Iter[60/186] Loss: 0.117, Acc: 0.993, Base Lr: 5.00e-04
2024-04-29 20:47:37 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.114, Acc: 0.994, Base Lr: 5.00e-04
2024-04-29 20:47:41 transreid.train INFO: Epoch[101] Iter[80/186] Loss: 0.116, Acc: 0.993, Base Lr: 5.00e-04
2024-04-29 20:47:46 transreid.train INFO: Epoch[101] Iter[90/186] Loss: 0.115, Acc: 0.993, Base Lr: 5.00e-04
2024-04-29 20:47:50 transreid.train INFO: Epoch[101] Iter[100/186] Loss: 0.119, Acc: 0.993, Base Lr: 5.00e-04
2024-04-29 20:47:55 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.123, Acc: 0.993, Base Lr: 5.00e-04
2024-04-29 20:47:59 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.119, Acc: 0.993, Base Lr: 5.00e-04
2024-04-29 20:48:04 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.120, Acc: 0.993, Base Lr: 5.00e-04
2024-04-29 20:48:08 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.118, Acc: 0.993, Base Lr: 5.00e-04
2024-04-29 20:48:12 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.116, Acc: 0.993, Base Lr: 5.00e-04
2024-04-29 20:48:17 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.114, Acc: 0.993, Base Lr: 5.00e-04
2024-04-29 20:48:21 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.111, Acc: 0.993, Base Lr: 5.00e-04
2024-04-29 20:48:26 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.110, Acc: 0.993, Base Lr: 5.00e-04
2024-04-29 20:48:27 transreid.train INFO: Epoch 101 done. Time per epoch: 81.949[s] Speed: 142.9[samples/s]
2024-04-29 20:48:32 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.117, Acc: 0.992, Base Lr: 4.51e-04
2024-04-29 20:48:37 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.130, Acc: 0.990, Base Lr: 4.51e-04
2024-04-29 20:48:41 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.128, Acc: 0.991, Base Lr: 4.51e-04
2024-04-29 20:48:46 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.121, Acc: 0.992, Base Lr: 4.51e-04
2024-04-29 20:48:50 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.122, Acc: 0.993, Base Lr: 4.51e-04
2024-04-29 20:48:54 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.115, Acc: 0.993, Base Lr: 4.51e-04
2024-04-29 20:48:59 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.112, Acc: 0.994, Base Lr: 4.51e-04
2024-04-29 20:49:03 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.107, Acc: 0.994, Base Lr: 4.51e-04
2024-04-29 20:49:08 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.102, Acc: 0.994, Base Lr: 4.51e-04
2024-04-29 20:49:12 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.101, Acc: 0.994, Base Lr: 4.51e-04
2024-04-29 20:49:17 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.102, Acc: 0.994, Base Lr: 4.51e-04
2024-04-29 20:49:21 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.099, Acc: 0.995, Base Lr: 4.51e-04
2024-04-29 20:49:25 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.098, Acc: 0.995, Base Lr: 4.51e-04
2024-04-29 20:49:30 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.096, Acc: 0.995, Base Lr: 4.51e-04
2024-04-29 20:49:34 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.094, Acc: 0.995, Base Lr: 4.51e-04
2024-04-29 20:49:39 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.094, Acc: 0.995, Base Lr: 4.51e-04
2024-04-29 20:49:43 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.093, Acc: 0.995, Base Lr: 4.51e-04
2024-04-29 20:49:48 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.090, Acc: 0.995, Base Lr: 4.51e-04
2024-04-29 20:49:49 transreid.train INFO: Epoch 102 done. Time per epoch: 81.814[s] Speed: 143.2[samples/s]
2024-04-29 20:49:54 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.087, Acc: 0.998, Base Lr: 4.05e-04
2024-04-29 20:49:58 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.088, Acc: 0.996, Base Lr: 4.05e-04
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2024-04-29 20:51:11 transreid.train INFO: Epoch 103 done. Time per epoch: 82.445[s] Speed: 142.8[samples/s]
2024-04-29 20:51:17 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.116, Acc: 0.989, Base Lr: 3.61e-04
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2024-04-29 20:52:34 transreid.train INFO: Epoch 104 done. Time per epoch: 82.991[s] Speed: 141.9[samples/s]
2024-04-29 20:52:39 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.093, Acc: 0.995, Base Lr: 3.20e-04
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2024-04-29 20:53:57 transreid.train INFO: Epoch 105 done. Time per epoch: 82.385[s] Speed: 142.2[samples/s]
2024-04-29 20:54:02 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.062, Acc: 0.997, Base Lr: 2.81e-04
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2024-04-29 20:55:20 transreid.train INFO: Epoch 106 done. Time per epoch: 83.369[s] Speed: 141.3[samples/s]
2024-04-29 20:55:25 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.088, Acc: 0.994, Base Lr: 2.45e-04
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2024-04-29 20:56:44 transreid.train INFO: Epoch 107 done. Time per epoch: 83.436[s] Speed: 141.1[samples/s]
2024-04-29 20:56:49 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.082, Acc: 0.997, Base Lr: 2.11e-04
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2024-04-29 20:58:07 transreid.train INFO: Epoch 108 done. Time per epoch: 83.727[s] Speed: 140.6[samples/s]
2024-04-29 20:58:12 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.109, Acc: 0.997, Base Lr: 1.80e-04
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2024-04-29 20:59:32 transreid.train INFO: Epoch 109 done. Time per epoch: 84.340[s] Speed: 139.6[samples/s]
2024-04-29 20:59:37 transreid.train INFO: Epoch[110] Iter[10/186] Loss: 0.087, Acc: 0.992, Base Lr: 1.52e-04
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2024-04-29 21:00:55 transreid.train INFO: Epoch 110 done. Time per epoch: 83.311[s] Speed: 140.6[samples/s]
2024-04-29 21:01:00 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.129, Acc: 0.991, Base Lr: 1.26e-04
2024-04-29 21:01:05 transreid.train INFO: Epoch[111] Iter[20/186] Loss: 0.116, Acc: 0.993, Base Lr: 1.26e-04
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2024-04-29 21:02:19 transreid.train INFO: Epoch 111 done. Time per epoch: 83.793[s] Speed: 140.5[samples/s]
2024-04-29 21:02:24 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.073, Acc: 0.997, Base Lr: 1.03e-04
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2024-04-29 21:03:42 transreid.train INFO: Epoch 112 done. Time per epoch: 83.684[s] Speed: 140.7[samples/s]
2024-04-29 21:03:48 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.129, Acc: 0.995, Base Lr: 8.28e-05
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2024-04-29 21:05:06 transreid.train INFO: Epoch 113 done. Time per epoch: 83.062[s] Speed: 141.0[samples/s]
2024-04-29 21:05:11 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.105, Acc: 0.997, Base Lr: 6.51e-05
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2024-04-29 21:06:14 transreid.train INFO: Epoch[114] Iter[150/186] Loss: 0.090, Acc: 0.996, Base Lr: 6.51e-05
2024-04-29 21:06:18 transreid.train INFO: Epoch[114] Iter[160/186] Loss: 0.089, Acc: 0.996, Base Lr: 6.51e-05
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2024-04-29 21:06:29 transreid.train INFO: Epoch 114 done. Time per epoch: 83.261[s] Speed: 141.4[samples/s]
2024-04-29 21:06:34 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.149, Acc: 0.992, Base Lr: 5.02e-05
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2024-04-29 21:07:14 transreid.train INFO: Epoch[115] Iter[100/186] Loss: 0.109, Acc: 0.995, Base Lr: 5.02e-05
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2024-04-29 21:07:37 transreid.train INFO: Epoch[115] Iter[150/186] Loss: 0.095, Acc: 0.996, Base Lr: 5.02e-05
2024-04-29 21:07:41 transreid.train INFO: Epoch[115] Iter[160/186] Loss: 0.093, Acc: 0.996, Base Lr: 5.02e-05
2024-04-29 21:07:46 transreid.train INFO: Epoch[115] Iter[170/186] Loss: 0.094, Acc: 0.996, Base Lr: 5.02e-05
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2024-04-29 21:07:52 transreid.train INFO: Epoch 115 done. Time per epoch: 82.873[s] Speed: 141.3[samples/s]
2024-04-29 21:07:57 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.097, Acc: 0.994, Base Lr: 3.79e-05
2024-04-29 21:08:01 transreid.train INFO: Epoch[116] Iter[20/186] Loss: 0.092, Acc: 0.996, Base Lr: 3.79e-05
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2024-04-29 21:08:19 transreid.train INFO: Epoch[116] Iter[60/186] Loss: 0.098, Acc: 0.994, Base Lr: 3.79e-05
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2024-04-29 21:09:00 transreid.train INFO: Epoch[116] Iter[150/186] Loss: 0.098, Acc: 0.994, Base Lr: 3.79e-05
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2024-04-29 21:09:15 transreid.train INFO: Epoch 116 done. Time per epoch: 83.617[s] Speed: 140.8[samples/s]
2024-04-29 21:09:20 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.079, Acc: 0.998, Base Lr: 2.83e-05
2024-04-29 21:09:25 transreid.train INFO: Epoch[117] Iter[20/186] Loss: 0.127, Acc: 0.991, Base Lr: 2.83e-05
2024-04-29 21:09:29 transreid.train INFO: Epoch[117] Iter[30/186] Loss: 0.124, Acc: 0.990, Base Lr: 2.83e-05
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2024-04-29 21:09:43 transreid.train INFO: Epoch[117] Iter[60/186] Loss: 0.103, Acc: 0.992, Base Lr: 2.83e-05
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2024-04-29 21:09:52 transreid.train INFO: Epoch[117] Iter[80/186] Loss: 0.100, Acc: 0.993, Base Lr: 2.83e-05
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2024-04-29 21:10:01 transreid.train INFO: Epoch[117] Iter[100/186] Loss: 0.096, Acc: 0.993, Base Lr: 2.83e-05
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2024-04-29 21:10:10 transreid.train INFO: Epoch[117] Iter[120/186] Loss: 0.094, Acc: 0.994, Base Lr: 2.83e-05
2024-04-29 21:10:15 transreid.train INFO: Epoch[117] Iter[130/186] Loss: 0.092, Acc: 0.994, Base Lr: 2.83e-05
2024-04-29 21:10:19 transreid.train INFO: Epoch[117] Iter[140/186] Loss: 0.089, Acc: 0.995, Base Lr: 2.83e-05
2024-04-29 21:10:24 transreid.train INFO: Epoch[117] Iter[150/186] Loss: 0.089, Acc: 0.994, Base Lr: 2.83e-05
2024-04-29 21:10:28 transreid.train INFO: Epoch[117] Iter[160/186] Loss: 0.089, Acc: 0.995, Base Lr: 2.83e-05
2024-04-29 21:10:33 transreid.train INFO: Epoch[117] Iter[170/186] Loss: 0.088, Acc: 0.994, Base Lr: 2.83e-05
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2024-04-29 21:10:39 transreid.train INFO: Epoch 117 done. Time per epoch: 83.620[s] Speed: 140.8[samples/s]
2024-04-29 21:10:44 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.088, Acc: 0.995, Base Lr: 2.15e-05
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2024-04-29 21:11:02 transreid.train INFO: Epoch[118] Iter[50/186] Loss: 0.096, Acc: 0.995, Base Lr: 2.15e-05
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2024-04-29 21:11:47 transreid.train INFO: Epoch[118] Iter[150/186] Loss: 0.100, Acc: 0.995, Base Lr: 2.15e-05
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2024-04-29 21:12:03 transreid.train INFO: Epoch 118 done. Time per epoch: 83.685[s] Speed: 140.7[samples/s]
2024-04-29 21:12:08 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.095, Acc: 0.995, Base Lr: 1.74e-05
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2024-04-29 21:12:17 transreid.train INFO: Epoch[119] Iter[30/186] Loss: 0.091, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 21:12:21 transreid.train INFO: Epoch[119] Iter[40/186] Loss: 0.104, Acc: 0.994, Base Lr: 1.74e-05
2024-04-29 21:12:26 transreid.train INFO: Epoch[119] Iter[50/186] Loss: 0.108, Acc: 0.994, Base Lr: 1.74e-05
2024-04-29 21:12:30 transreid.train INFO: Epoch[119] Iter[60/186] Loss: 0.108, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 21:12:35 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.105, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 21:12:39 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.098, Acc: 0.996, Base Lr: 1.74e-05
2024-04-29 21:12:44 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.097, Acc: 0.996, Base Lr: 1.74e-05
2024-04-29 21:12:48 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.099, Acc: 0.996, Base Lr: 1.74e-05
2024-04-29 21:12:53 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.096, Acc: 0.996, Base Lr: 1.74e-05
2024-04-29 21:12:57 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.095, Acc: 0.996, Base Lr: 1.74e-05
2024-04-29 21:13:02 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.094, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 21:13:06 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.094, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 21:13:11 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.093, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 21:13:15 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.092, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 21:13:19 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.090, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 21:13:24 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.089, Acc: 0.995, Base Lr: 1.74e-05
2024-04-29 21:13:26 transreid.train INFO: Epoch 119 done. Time per epoch: 83.248[s] Speed: 141.5[samples/s]
2024-04-29 21:13:31 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.107, Acc: 0.988, Base Lr: 1.60e-05
2024-04-29 21:13:36 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.100, Acc: 0.991, Base Lr: 1.60e-05
2024-04-29 21:13:40 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.108, Acc: 0.993, Base Lr: 1.60e-05
2024-04-29 21:13:44 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.101, Acc: 0.994, Base Lr: 1.60e-05
2024-04-29 21:13:49 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.095, Acc: 0.994, Base Lr: 1.60e-05
2024-04-29 21:13:53 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.097, Acc: 0.994, Base Lr: 1.60e-05
2024-04-29 21:13:58 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.094, Acc: 0.994, Base Lr: 1.60e-05
2024-04-29 21:14:02 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.093, Acc: 0.995, Base Lr: 1.60e-05
2024-04-29 21:14:07 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.090, Acc: 0.995, Base Lr: 1.60e-05
2024-04-29 21:14:11 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.092, Acc: 0.995, Base Lr: 1.60e-05
2024-04-29 21:14:16 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.093, Acc: 0.994, Base Lr: 1.60e-05
2024-04-29 21:14:21 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.092, Acc: 0.995, Base Lr: 1.60e-05
2024-04-29 21:14:25 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.092, Acc: 0.994, Base Lr: 1.60e-05
2024-04-29 21:14:29 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.091, Acc: 0.994, Base Lr: 1.60e-05
2024-04-29 21:14:34 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.093, Acc: 0.994, Base Lr: 1.60e-05
2024-04-29 21:14:38 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.091, Acc: 0.995, Base Lr: 1.60e-05
2024-04-29 21:14:43 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.089, Acc: 0.995, Base Lr: 1.60e-05
2024-04-29 21:14:47 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.089, Acc: 0.995, Base Lr: 1.60e-05
2024-04-29 21:14:49 transreid.train INFO: Epoch 120 done. Time per epoch: 83.404[s] Speed: 141.2[samples/s]
2024-04-29 21:15:22 transreid.train INFO: Validation Results - Epoch: 120
2024-04-29 21:15:22 transreid.train INFO: mAP: 69.6%
2024-04-29 21:15:22 transreid.train INFO: CMC curve, Rank-1  :86.3%
2024-04-29 21:15:22 transreid.train INFO: CMC curve, Rank-5  :95.5%
2024-04-29 21:15:22 transreid.train INFO: CMC curve, Rank-10 :97.4%
