2024-05-08 13:35:52 transreid INFO: Saving model in the path :log/transreid/market/convnext_tiny_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-08 13:35:52 transreid INFO: Loaded configuration file configs/market/convnext_t.yml
2024-05-08 13:35:52 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: 0
  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: convnext_tiny
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/convnext_tiny.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/convnext_tiny_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-05-08 13:35:53 transreid.check INFO: Dataset statistics:
2024-05-08 13:35:53 transreid.check INFO:   ----------------------------------------
2024-05-08 13:35:53 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-08 13:35:53 transreid.check INFO:   ----------------------------------------
2024-05-08 13:35:53 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-08 13:35:53 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-08 13:35:53 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-08 13:35:53 transreid.check INFO:   ----------------------------------------
2024-05-08 13:35:55 transreid INFO: ===========using cosine learning rate=======
2024-05-08 13:35:55 transreid.train INFO: start training
2024-05-08 13:36:09 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 8.765, Acc: 0.000, Base Lr: 4.76e-04
2024-05-08 13:36:17 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 8.657, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:36:25 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 8.508, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:36:33 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 8.345, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:36:42 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 8.189, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:36:50 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 8.075, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:36:58 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 7.987, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:37:06 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 7.920, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:37:15 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 7.867, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:37:23 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 7.824, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:37:31 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 7.788, Acc: 0.002, Base Lr: 4.76e-04
2024-05-08 13:37:39 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 7.757, Acc: 0.002, Base Lr: 4.76e-04
2024-05-08 13:37:56 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 7.730, Acc: 0.003, Base Lr: 4.76e-04
2024-05-08 13:38:13 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 7.707, Acc: 0.003, Base Lr: 4.76e-04
2024-05-08 13:38:31 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 7.687, Acc: 0.004, Base Lr: 4.76e-04
2024-05-08 13:38:49 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 7.668, Acc: 0.006, Base Lr: 4.76e-04
2024-05-08 13:39:06 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 7.652, Acc: 0.007, Base Lr: 4.76e-04
2024-05-08 13:39:23 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 7.637, Acc: 0.008, Base Lr: 4.76e-04
2024-05-08 13:39:29 transreid.train INFO: Epoch 1 done. Time per epoch: 213.541[s] Speed: 54.8[samples/s]
2024-05-08 13:39:47 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 7.374, Acc: 0.030, Base Lr: 8.72e-04
2024-05-08 13:40:04 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 7.362, Acc: 0.031, Base Lr: 8.72e-04
2024-05-08 13:40:22 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 7.351, Acc: 0.047, Base Lr: 8.72e-04
2024-05-08 13:40:39 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 7.342, Acc: 0.050, Base Lr: 8.72e-04
2024-05-08 13:40:57 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 7.337, Acc: 0.048, Base Lr: 8.72e-04
2024-05-08 13:41:14 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 7.332, Acc: 0.046, Base Lr: 8.72e-04
2024-05-08 13:41:32 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.325, Acc: 0.047, Base Lr: 8.72e-04
2024-05-08 13:41:49 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.320, Acc: 0.048, Base Lr: 8.72e-04
2024-05-08 13:42:07 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.315, Acc: 0.050, Base Lr: 8.72e-04
2024-05-08 13:42:24 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.309, Acc: 0.052, Base Lr: 8.72e-04
2024-05-08 13:42:42 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.303, Acc: 0.054, Base Lr: 8.72e-04
2024-05-08 13:42:59 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.297, Acc: 0.056, Base Lr: 8.72e-04
2024-05-08 13:43:17 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.290, Acc: 0.060, Base Lr: 8.72e-04
2024-05-08 13:43:34 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.283, Acc: 0.063, Base Lr: 8.72e-04
2024-05-08 13:43:52 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.275, Acc: 0.067, Base Lr: 8.72e-04
2024-05-08 13:44:09 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.266, Acc: 0.068, Base Lr: 8.72e-04
2024-05-08 13:44:27 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.256, Acc: 0.071, Base Lr: 8.72e-04
2024-05-08 13:44:44 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.240, Acc: 0.081, Base Lr: 8.72e-04
2024-05-08 13:44:49 transreid.train INFO: Epoch 2 done. Time per epoch: 320.620[s] Speed: 36.5[samples/s]
2024-05-08 13:45:07 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.180, Acc: 0.022, Base Lr: 1.27e-03
2024-05-08 13:45:25 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.132, Acc: 0.041, Base Lr: 1.27e-03
2024-05-08 13:45:42 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.111, Acc: 0.041, Base Lr: 1.27e-03
2024-05-08 13:46:00 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.090, Acc: 0.043, Base Lr: 1.27e-03
2024-05-08 13:46:17 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.070, Acc: 0.050, Base Lr: 1.27e-03
2024-05-08 13:46:34 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.059, Acc: 0.048, Base Lr: 1.27e-03
2024-05-08 13:46:51 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.046, Acc: 0.048, Base Lr: 1.27e-03
2024-05-08 13:47:09 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.032, Acc: 0.053, Base Lr: 1.27e-03
2024-05-08 13:47:27 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.011, Acc: 0.057, Base Lr: 1.27e-03
2024-05-08 13:47:44 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 6.993, Acc: 0.062, Base Lr: 1.27e-03
2024-05-08 13:48:02 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 6.977, Acc: 0.063, Base Lr: 1.27e-03
2024-05-08 13:48:19 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 6.958, Acc: 0.065, Base Lr: 1.27e-03
2024-05-08 13:48:37 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 6.942, Acc: 0.066, Base Lr: 1.27e-03
2024-05-08 13:48:54 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 6.916, Acc: 0.070, Base Lr: 1.27e-03
2024-05-08 13:49:12 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 6.892, Acc: 0.073, Base Lr: 1.27e-03
2024-05-08 13:49:29 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 6.862, Acc: 0.077, Base Lr: 1.27e-03
2024-05-08 13:49:47 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 6.834, Acc: 0.081, Base Lr: 1.27e-03
2024-05-08 13:50:04 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 6.788, Acc: 0.091, Base Lr: 1.27e-03
2024-05-08 13:50:09 transreid.train INFO: Epoch 3 done. Time per epoch: 320.113[s] Speed: 36.6[samples/s]
2024-05-08 13:50:27 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 6.698, Acc: 0.045, Base Lr: 1.66e-03
2024-05-08 13:50:45 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 6.659, Acc: 0.046, Base Lr: 1.66e-03
2024-05-08 13:51:02 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 6.620, Acc: 0.058, Base Lr: 1.66e-03
2024-05-08 13:51:20 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 6.614, Acc: 0.051, Base Lr: 1.66e-03
2024-05-08 13:51:37 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 6.613, Acc: 0.052, Base Lr: 1.66e-03
2024-05-08 13:51:55 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 6.572, Acc: 0.056, Base Lr: 1.66e-03
2024-05-08 13:52:12 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 6.538, Acc: 0.059, Base Lr: 1.66e-03
2024-05-08 13:52:30 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.517, Acc: 0.060, Base Lr: 1.66e-03
2024-05-08 13:52:47 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 6.487, Acc: 0.065, Base Lr: 1.66e-03
2024-05-08 13:53:05 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 6.454, Acc: 0.071, Base Lr: 1.66e-03
2024-05-08 13:53:22 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 6.422, Acc: 0.075, Base Lr: 1.66e-03
2024-05-08 13:53:40 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.389, Acc: 0.079, Base Lr: 1.66e-03
2024-05-08 13:53:57 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.346, Acc: 0.086, Base Lr: 1.66e-03
2024-05-08 13:54:15 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.301, Acc: 0.092, Base Lr: 1.66e-03
2024-05-08 13:54:32 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.256, Acc: 0.094, Base Lr: 1.66e-03
2024-05-08 13:54:50 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.203, Acc: 0.101, Base Lr: 1.66e-03
2024-05-08 13:55:07 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.138, Acc: 0.111, Base Lr: 1.66e-03
2024-05-08 13:55:24 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 6.070, Acc: 0.124, Base Lr: 1.66e-03
2024-05-08 13:55:29 transreid.train INFO: Epoch 4 done. Time per epoch: 319.933[s] Speed: 36.6[samples/s]
2024-05-08 13:55:47 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.204, Acc: 0.075, Base Lr: 2.06e-03
2024-05-08 13:56:05 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.180, Acc: 0.063, Base Lr: 2.06e-03
2024-05-08 13:56:22 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 6.127, Acc: 0.071, Base Lr: 2.06e-03
2024-05-08 13:56:40 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 6.090, Acc: 0.073, Base Lr: 2.06e-03
2024-05-08 13:56:57 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 6.021, Acc: 0.089, Base Lr: 2.06e-03
2024-05-08 13:57:15 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 5.965, Acc: 0.096, Base Lr: 2.06e-03
2024-05-08 13:57:32 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 5.909, Acc: 0.105, Base Lr: 2.06e-03
2024-05-08 13:57:50 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 5.834, Acc: 0.124, Base Lr: 2.06e-03
2024-05-08 13:58:07 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 5.782, Acc: 0.135, Base Lr: 2.06e-03
2024-05-08 13:58:25 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 5.726, Acc: 0.141, Base Lr: 2.06e-03
2024-05-08 13:58:42 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 5.699, Acc: 0.145, Base Lr: 2.06e-03
2024-05-08 13:59:00 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 5.667, Acc: 0.148, Base Lr: 2.06e-03
2024-05-08 13:59:17 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 5.639, Acc: 0.153, Base Lr: 2.06e-03
2024-05-08 13:59:35 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 5.593, Acc: 0.159, Base Lr: 2.06e-03
2024-05-08 13:59:52 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 5.535, Acc: 0.170, Base Lr: 2.06e-03
2024-05-08 14:00:10 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 5.478, Acc: 0.178, Base Lr: 2.06e-03
2024-05-08 14:00:27 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 5.411, Acc: 0.189, Base Lr: 2.06e-03
2024-05-08 14:00:45 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 5.324, Acc: 0.205, Base Lr: 2.06e-03
2024-05-08 14:00:52 transreid.train INFO: Epoch 5 done. Time per epoch: 322.530[s] Speed: 36.5[samples/s]
2024-05-08 14:01:10 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 5.571, Acc: 0.105, Base Lr: 2.46e-03
2024-05-08 14:01:27 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 5.539, Acc: 0.103, Base Lr: 2.46e-03
2024-05-08 14:01:45 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 5.540, Acc: 0.110, Base Lr: 2.46e-03
2024-05-08 14:02:02 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 5.475, Acc: 0.127, Base Lr: 2.46e-03
2024-05-08 14:02:20 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 5.405, Acc: 0.143, Base Lr: 2.46e-03
2024-05-08 14:02:37 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 5.338, Acc: 0.157, Base Lr: 2.46e-03
2024-05-08 14:02:55 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 5.279, Acc: 0.168, Base Lr: 2.46e-03
2024-05-08 14:03:12 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 5.221, Acc: 0.181, Base Lr: 2.46e-03
2024-05-08 14:03:30 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 5.158, Acc: 0.192, Base Lr: 2.46e-03
2024-05-08 14:03:47 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 5.132, Acc: 0.195, Base Lr: 2.46e-03
2024-05-08 14:04:04 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 5.081, Acc: 0.206, Base Lr: 2.46e-03
2024-05-08 14:04:22 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 5.019, Acc: 0.217, Base Lr: 2.46e-03
2024-05-08 14:04:39 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 4.981, Acc: 0.225, Base Lr: 2.46e-03
2024-05-08 14:04:57 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 4.925, Acc: 0.234, Base Lr: 2.46e-03
2024-05-08 14:05:14 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 4.855, Acc: 0.247, Base Lr: 2.46e-03
2024-05-08 14:05:32 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 4.792, Acc: 0.260, Base Lr: 2.46e-03
2024-05-08 14:05:49 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 4.706, Acc: 0.280, Base Lr: 2.46e-03
2024-05-08 14:06:07 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 4.617, Acc: 0.298, Base Lr: 2.46e-03
2024-05-08 14:06:12 transreid.train INFO: Epoch 6 done. Time per epoch: 320.156[s] Speed: 36.6[samples/s]
2024-05-08 14:06:30 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 4.988, Acc: 0.195, Base Lr: 2.85e-03
2024-05-08 14:06:48 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 4.957, Acc: 0.198, Base Lr: 2.85e-03
2024-05-08 14:07:05 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 4.865, Acc: 0.214, Base Lr: 2.85e-03
2024-05-08 14:07:23 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 4.827, Acc: 0.229, Base Lr: 2.85e-03
2024-05-08 14:07:40 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 4.749, Acc: 0.247, Base Lr: 2.85e-03
2024-05-08 14:07:58 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 4.658, Acc: 0.264, Base Lr: 2.85e-03
2024-05-08 14:08:15 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 4.569, Acc: 0.281, Base Lr: 2.85e-03
2024-05-08 14:08:32 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 4.516, Acc: 0.290, Base Lr: 2.85e-03
2024-05-08 14:08:50 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 4.465, Acc: 0.300, Base Lr: 2.85e-03
2024-05-08 14:09:07 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 4.414, Acc: 0.312, Base Lr: 2.85e-03
2024-05-08 14:09:25 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 4.381, Acc: 0.319, Base Lr: 2.85e-03
2024-05-08 14:09:42 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 4.341, Acc: 0.327, Base Lr: 2.85e-03
2024-05-08 14:10:00 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 4.292, Acc: 0.339, Base Lr: 2.85e-03
2024-05-08 14:10:17 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 4.233, Acc: 0.352, Base Lr: 2.85e-03
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2024-05-08 14:11:33 transreid.train INFO: Epoch 7 done. Time per epoch: 320.456[s] Speed: 36.5[samples/s]
2024-05-08 14:11:50 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 4.248, Acc: 0.327, Base Lr: 3.25e-03
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2024-05-08 14:16:53 transreid.train INFO: Epoch 8 done. Time per epoch: 320.413[s] Speed: 36.6[samples/s]
2024-05-08 14:17:11 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 3.864, Acc: 0.378, Base Lr: 3.64e-03
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2024-05-08 14:22:17 transreid.train INFO: Epoch 9 done. Time per epoch: 323.848[s] Speed: 36.4[samples/s]
2024-05-08 14:22:35 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 3.188, Acc: 0.503, Base Lr: 4.04e-03
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2024-05-08 14:27:40 transreid.train INFO: Epoch 10 done. Time per epoch: 322.775[s] Speed: 36.3[samples/s]
2024-05-08 14:27:58 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 2.755, Acc: 0.600, Base Lr: 4.44e-03
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2024-05-08 14:33:02 transreid.train INFO: Epoch 11 done. Time per epoch: 322.124[s] Speed: 36.4[samples/s]
2024-05-08 14:33:20 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 2.418, Acc: 0.628, Base Lr: 4.83e-03
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2024-05-08 14:38:24 transreid.train INFO: Epoch 12 done. Time per epoch: 322.718[s] Speed: 36.3[samples/s]
2024-05-08 14:38:43 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 2.253, Acc: 0.672, Base Lr: 5.23e-03
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2024-05-08 14:43:47 transreid.train INFO: Epoch 13 done. Time per epoch: 322.283[s] Speed: 36.3[samples/s]
2024-05-08 14:44:05 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 1.837, Acc: 0.742, Base Lr: 5.62e-03
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2024-05-08 14:49:11 transreid.train INFO: Epoch 14 done. Time per epoch: 324.168[s] Speed: 36.3[samples/s]
2024-05-08 14:49:29 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 1.558, Acc: 0.808, Base Lr: 6.02e-03
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2024-05-08 14:53:35 transreid.train INFO: Epoch[15] Iter[150/186] Loss: 1.153, Acc: 0.901, Base Lr: 6.02e-03
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2024-05-08 14:54:34 transreid.train INFO: Epoch 15 done. Time per epoch: 322.626[s] Speed: 36.3[samples/s]
2024-05-08 14:54:52 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 1.253, Acc: 0.869, Base Lr: 6.42e-03
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2024-05-08 14:59:56 transreid.train INFO: Epoch 16 done. Time per epoch: 322.539[s] Speed: 36.3[samples/s]
2024-05-08 15:00:14 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.948, Acc: 0.920, Base Lr: 6.81e-03
2024-05-08 15:00:32 transreid.train INFO: Epoch[17] Iter[20/186] Loss: 0.993, Acc: 0.920, Base Lr: 6.81e-03
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2024-05-08 15:05:18 transreid.train INFO: Epoch 17 done. Time per epoch: 322.123[s] Speed: 36.4[samples/s]
2024-05-08 15:05:36 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.854, Acc: 0.923, Base Lr: 7.21e-03
2024-05-08 15:05:54 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 0.896, Acc: 0.920, Base Lr: 7.21e-03
2024-05-08 15:06:11 transreid.train INFO: Epoch[18] Iter[30/186] Loss: 0.880, Acc: 0.930, Base Lr: 7.21e-03
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2024-05-08 15:07:40 transreid.train INFO: Epoch[18] Iter[80/186] Loss: 0.832, Acc: 0.932, Base Lr: 7.21e-03
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2024-05-08 15:10:41 transreid.train INFO: Epoch 18 done. Time per epoch: 322.829[s] Speed: 36.3[samples/s]
2024-05-08 15:10:59 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.880, Acc: 0.914, Base Lr: 7.60e-03
2024-05-08 15:11:17 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 0.875, Acc: 0.921, Base Lr: 7.60e-03
2024-05-08 15:11:34 transreid.train INFO: Epoch[19] Iter[30/186] Loss: 0.830, Acc: 0.923, Base Lr: 7.60e-03
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2024-05-08 15:12:10 transreid.train INFO: Epoch[19] Iter[50/186] Loss: 0.812, Acc: 0.924, Base Lr: 7.60e-03
2024-05-08 15:12:27 transreid.train INFO: Epoch[19] Iter[60/186] Loss: 0.782, Acc: 0.932, Base Lr: 7.60e-03
2024-05-08 15:12:45 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 0.782, Acc: 0.933, Base Lr: 7.60e-03
2024-05-08 15:13:02 transreid.train INFO: Epoch[19] Iter[80/186] Loss: 0.762, Acc: 0.936, Base Lr: 7.60e-03
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2024-05-08 15:15:05 transreid.train INFO: Epoch[19] Iter[150/186] Loss: 0.713, Acc: 0.946, Base Lr: 7.60e-03
2024-05-08 15:15:23 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 0.704, Acc: 0.947, Base Lr: 7.60e-03
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2024-05-08 15:16:05 transreid.train INFO: Epoch 19 done. Time per epoch: 324.205[s] Speed: 36.3[samples/s]
2024-05-08 15:16:23 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.711, Acc: 0.931, Base Lr: 7.47e-03
2024-05-08 15:16:41 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.685, Acc: 0.944, Base Lr: 7.47e-03
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2024-05-08 15:18:09 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.676, Acc: 0.949, Base Lr: 7.47e-03
2024-05-08 15:18:27 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.663, Acc: 0.953, Base Lr: 7.47e-03
2024-05-08 15:18:44 transreid.train INFO: Epoch[20] Iter[90/186] Loss: 0.660, Acc: 0.954, Base Lr: 7.47e-03
2024-05-08 15:19:02 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 0.666, Acc: 0.952, Base Lr: 7.47e-03
2024-05-08 15:19:20 transreid.train INFO: Epoch[20] Iter[110/186] Loss: 0.661, Acc: 0.953, Base Lr: 7.47e-03
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2024-05-08 15:19:55 transreid.train INFO: Epoch[20] Iter[130/186] Loss: 0.647, Acc: 0.956, Base Lr: 7.47e-03
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2024-05-08 15:20:48 transreid.train INFO: Epoch[20] Iter[160/186] Loss: 0.619, Acc: 0.958, Base Lr: 7.47e-03
2024-05-08 15:21:05 transreid.train INFO: Epoch[20] Iter[170/186] Loss: 0.613, Acc: 0.958, Base Lr: 7.47e-03
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2024-05-08 15:21:28 transreid.train INFO: Epoch 20 done. Time per epoch: 323.090[s] Speed: 36.3[samples/s]
2024-05-08 15:22:59 transreid.train INFO: Validation Results - Epoch: 20
2024-05-08 15:22:59 transreid.train INFO: mAP: 64.0%
2024-05-08 15:22:59 transreid.train INFO: CMC curve, Rank-1  :83.2%
2024-05-08 15:22:59 transreid.train INFO: CMC curve, Rank-5  :92.9%
2024-05-08 15:22:59 transreid.train INFO: CMC curve, Rank-10 :95.4%
2024-05-08 15:23:17 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.723, Acc: 0.955, Base Lr: 7.41e-03
2024-05-08 15:23:35 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.699, Acc: 0.951, Base Lr: 7.41e-03
2024-05-08 15:23:53 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 0.689, Acc: 0.949, Base Lr: 7.41e-03
2024-05-08 15:24:10 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 0.654, Acc: 0.954, Base Lr: 7.41e-03
2024-05-08 15:24:28 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.627, Acc: 0.956, Base Lr: 7.41e-03
2024-05-08 15:24:46 transreid.train INFO: Epoch[21] Iter[60/186] Loss: 0.618, Acc: 0.954, Base Lr: 7.41e-03
2024-05-08 15:25:03 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.603, Acc: 0.956, Base Lr: 7.41e-03
2024-05-08 15:25:21 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 0.581, Acc: 0.958, Base Lr: 7.41e-03
2024-05-08 15:25:38 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.576, Acc: 0.958, Base Lr: 7.41e-03
2024-05-08 15:25:56 transreid.train INFO: Epoch[21] Iter[100/186] Loss: 0.570, Acc: 0.959, Base Lr: 7.41e-03
2024-05-08 15:26:14 transreid.train INFO: Epoch[21] Iter[110/186] Loss: 0.573, Acc: 0.959, Base Lr: 7.41e-03
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2024-05-08 15:26:49 transreid.train INFO: Epoch[21] Iter[130/186] Loss: 0.553, Acc: 0.961, Base Lr: 7.41e-03
2024-05-08 15:27:07 transreid.train INFO: Epoch[21] Iter[140/186] Loss: 0.549, Acc: 0.960, Base Lr: 7.41e-03
2024-05-08 15:27:24 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 0.541, Acc: 0.962, Base Lr: 7.41e-03
2024-05-08 15:27:42 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.537, Acc: 0.962, Base Lr: 7.41e-03
2024-05-08 15:27:59 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.530, Acc: 0.963, Base Lr: 7.41e-03
2024-05-08 15:28:17 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.525, Acc: 0.964, Base Lr: 7.41e-03
2024-05-08 15:28:24 transreid.train INFO: Epoch 21 done. Time per epoch: 324.917[s] Speed: 36.2[samples/s]
2024-05-08 15:28:42 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.717, Acc: 0.948, Base Lr: 7.36e-03
2024-05-08 15:29:00 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 0.665, Acc: 0.948, Base Lr: 7.36e-03
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2024-05-08 15:31:03 transreid.train INFO: Epoch[22] Iter[90/186] Loss: 0.542, Acc: 0.962, Base Lr: 7.36e-03
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2024-05-08 15:32:31 transreid.train INFO: Epoch[22] Iter[140/186] Loss: 0.516, Acc: 0.965, Base Lr: 7.36e-03
2024-05-08 15:32:48 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 0.507, Acc: 0.966, Base Lr: 7.36e-03
2024-05-08 15:33:06 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.510, Acc: 0.966, Base Lr: 7.36e-03
2024-05-08 15:33:24 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.503, Acc: 0.967, Base Lr: 7.36e-03
2024-05-08 15:33:41 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 0.493, Acc: 0.967, Base Lr: 7.36e-03
2024-05-08 15:33:47 transreid.train INFO: Epoch 22 done. Time per epoch: 322.374[s] Speed: 36.3[samples/s]
2024-05-08 15:34:05 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.548, Acc: 0.963, Base Lr: 7.30e-03
2024-05-08 15:34:22 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.500, Acc: 0.969, Base Lr: 7.30e-03
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2024-05-08 15:37:01 transreid.train INFO: Epoch[23] Iter[110/186] Loss: 0.469, Acc: 0.970, Base Lr: 7.30e-03
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2024-05-08 15:39:10 transreid.train INFO: Epoch 23 done. Time per epoch: 323.091[s] Speed: 36.2[samples/s]
2024-05-08 15:39:28 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.530, Acc: 0.955, Base Lr: 7.24e-03
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2024-05-08 15:44:34 transreid.train INFO: Epoch 24 done. Time per epoch: 324.278[s] Speed: 36.3[samples/s]
2024-05-08 15:44:52 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.381, Acc: 0.975, Base Lr: 7.18e-03
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2024-05-08 15:49:56 transreid.train INFO: Epoch 25 done. Time per epoch: 322.554[s] Speed: 36.3[samples/s]
2024-05-08 15:50:15 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.403, Acc: 0.973, Base Lr: 7.11e-03
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2024-05-08 15:55:19 transreid.train INFO: Epoch 26 done. Time per epoch: 322.806[s] Speed: 36.3[samples/s]
2024-05-08 15:55:37 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.410, Acc: 0.972, Base Lr: 7.04e-03
2024-05-08 15:55:55 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.372, Acc: 0.976, Base Lr: 7.04e-03
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2024-05-08 16:00:01 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 0.325, Acc: 0.981, Base Lr: 7.04e-03
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2024-05-08 16:00:41 transreid.train INFO: Epoch 27 done. Time per epoch: 321.936[s] Speed: 36.4[samples/s]
2024-05-08 16:00:59 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.256, Acc: 0.978, Base Lr: 6.97e-03
2024-05-08 16:01:17 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.259, Acc: 0.983, Base Lr: 6.97e-03
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2024-05-08 16:06:04 transreid.train INFO: Epoch 28 done. Time per epoch: 322.742[s] Speed: 36.3[samples/s]
2024-05-08 16:06:22 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.398, Acc: 0.969, Base Lr: 6.90e-03
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2024-05-08 16:07:32 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 0.390, Acc: 0.978, Base Lr: 6.90e-03
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2024-05-08 16:08:07 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.375, Acc: 0.978, Base Lr: 6.90e-03
2024-05-08 16:08:25 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.368, Acc: 0.978, Base Lr: 6.90e-03
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2024-05-08 16:11:26 transreid.train INFO: Epoch 29 done. Time per epoch: 322.121[s] Speed: 36.4[samples/s]
2024-05-08 16:11:44 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.316, Acc: 0.984, Base Lr: 6.83e-03
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2024-05-08 16:13:47 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.300, Acc: 0.984, Base Lr: 6.83e-03
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2024-05-08 16:16:50 transreid.train INFO: Epoch 30 done. Time per epoch: 323.919[s] Speed: 36.4[samples/s]
2024-05-08 16:17:08 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.256, Acc: 0.988, Base Lr: 6.76e-03
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2024-05-08 16:22:11 transreid.train INFO: Epoch 31 done. Time per epoch: 321.054[s] Speed: 36.3[samples/s]
2024-05-08 16:22:29 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.231, Acc: 0.984, Base Lr: 6.68e-03
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2024-05-08 16:27:33 transreid.train INFO: Epoch 32 done. Time per epoch: 322.053[s] Speed: 36.4[samples/s]
2024-05-08 16:27:51 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.253, Acc: 0.980, Base Lr: 6.60e-03
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2024-05-08 16:32:56 transreid.train INFO: Epoch 33 done. Time per epoch: 323.167[s] Speed: 36.4[samples/s]
2024-05-08 16:33:15 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.218, Acc: 0.992, Base Lr: 6.52e-03
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2024-05-08 16:35:14 transreid.train INFO: Epoch[34] Iter[80/186] Loss: 0.230, Acc: 0.988, Base Lr: 6.52e-03
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2024-05-08 16:37:00 transreid.train INFO: Epoch[34] Iter[140/186] Loss: 0.220, Acc: 0.989, Base Lr: 6.52e-03
2024-05-08 16:37:18 transreid.train INFO: Epoch[34] Iter[150/186] Loss: 0.217, Acc: 0.989, Base Lr: 6.52e-03
2024-05-08 16:37:35 transreid.train INFO: Epoch[34] Iter[160/186] Loss: 0.216, Acc: 0.990, Base Lr: 6.52e-03
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2024-05-08 16:38:18 transreid.train INFO: Epoch 34 done. Time per epoch: 321.300[s] Speed: 36.7[samples/s]
2024-05-08 16:38:36 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.251, Acc: 0.989, Base Lr: 6.44e-03
2024-05-08 16:38:53 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.248, Acc: 0.988, Base Lr: 6.44e-03
2024-05-08 16:39:11 transreid.train INFO: Epoch[35] Iter[30/186] Loss: 0.260, Acc: 0.985, Base Lr: 6.44e-03
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2024-05-08 16:40:04 transreid.train INFO: Epoch[35] Iter[60/186] Loss: 0.239, Acc: 0.986, Base Lr: 6.44e-03
2024-05-08 16:40:21 transreid.train INFO: Epoch[35] Iter[70/186] Loss: 0.245, Acc: 0.988, Base Lr: 6.44e-03
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2024-05-08 16:41:14 transreid.train INFO: Epoch[35] Iter[100/186] Loss: 0.231, Acc: 0.987, Base Lr: 6.44e-03
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2024-05-08 16:42:42 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.217, Acc: 0.989, Base Lr: 6.44e-03
2024-05-08 16:43:00 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.217, Acc: 0.989, Base Lr: 6.44e-03
2024-05-08 16:43:18 transreid.train INFO: Epoch[35] Iter[170/186] Loss: 0.213, Acc: 0.989, Base Lr: 6.44e-03
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2024-05-08 16:43:42 transreid.train INFO: Epoch 35 done. Time per epoch: 324.649[s] Speed: 36.3[samples/s]
2024-05-08 16:44:00 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.190, Acc: 0.994, Base Lr: 6.35e-03
2024-05-08 16:44:17 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.223, Acc: 0.989, Base Lr: 6.35e-03
2024-05-08 16:44:35 transreid.train INFO: Epoch[36] Iter[30/186] Loss: 0.220, Acc: 0.989, Base Lr: 6.35e-03
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2024-05-08 16:45:28 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.214, Acc: 0.991, Base Lr: 6.35e-03
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2024-05-08 16:46:03 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.224, Acc: 0.990, Base Lr: 6.35e-03
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2024-05-08 16:48:06 transreid.train INFO: Epoch[36] Iter[150/186] Loss: 0.214, Acc: 0.991, Base Lr: 6.35e-03
2024-05-08 16:48:24 transreid.train INFO: Epoch[36] Iter[160/186] Loss: 0.213, Acc: 0.990, Base Lr: 6.35e-03
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2024-05-08 16:49:06 transreid.train INFO: Epoch 36 done. Time per epoch: 323.845[s] Speed: 36.4[samples/s]
2024-05-08 16:49:24 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.245, Acc: 0.983, Base Lr: 6.27e-03
2024-05-08 16:49:42 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 0.228, Acc: 0.984, Base Lr: 6.27e-03
2024-05-08 16:49:59 transreid.train INFO: Epoch[37] Iter[30/186] Loss: 0.234, Acc: 0.986, Base Lr: 6.27e-03
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2024-05-08 16:50:35 transreid.train INFO: Epoch[37] Iter[50/186] Loss: 0.217, Acc: 0.987, Base Lr: 6.27e-03
2024-05-08 16:50:52 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 0.208, Acc: 0.988, Base Lr: 6.27e-03
2024-05-08 16:51:10 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.205, Acc: 0.988, Base Lr: 6.27e-03
2024-05-08 16:51:28 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.213, Acc: 0.988, Base Lr: 6.27e-03
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2024-05-08 16:52:03 transreid.train INFO: Epoch[37] Iter[100/186] Loss: 0.214, Acc: 0.988, Base Lr: 6.27e-03
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2024-05-08 16:52:55 transreid.train INFO: Epoch[37] Iter[130/186] Loss: 0.201, Acc: 0.988, Base Lr: 6.27e-03
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2024-05-08 16:53:30 transreid.train INFO: Epoch[37] Iter[150/186] Loss: 0.199, Acc: 0.989, Base Lr: 6.27e-03
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2024-05-08 16:54:30 transreid.train INFO: Epoch 37 done. Time per epoch: 324.328[s] Speed: 36.3[samples/s]
2024-05-08 16:54:49 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.202, Acc: 0.997, Base Lr: 6.18e-03
2024-05-08 16:55:06 transreid.train INFO: Epoch[38] Iter[20/186] Loss: 0.186, Acc: 0.995, Base Lr: 6.18e-03
2024-05-08 16:55:24 transreid.train INFO: Epoch[38] Iter[30/186] Loss: 0.201, Acc: 0.993, Base Lr: 6.18e-03
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2024-05-08 16:56:17 transreid.train INFO: Epoch[38] Iter[60/186] Loss: 0.206, Acc: 0.990, Base Lr: 6.18e-03
2024-05-08 16:56:34 transreid.train INFO: Epoch[38] Iter[70/186] Loss: 0.209, Acc: 0.991, Base Lr: 6.18e-03
2024-05-08 16:56:52 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.207, Acc: 0.991, Base Lr: 6.18e-03
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2024-05-08 16:57:27 transreid.train INFO: Epoch[38] Iter[100/186] Loss: 0.206, Acc: 0.990, Base Lr: 6.18e-03
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2024-05-08 16:59:53 transreid.train INFO: Epoch 38 done. Time per epoch: 322.712[s] Speed: 36.3[samples/s]
2024-05-08 17:00:11 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.286, Acc: 0.980, Base Lr: 6.09e-03
2024-05-08 17:00:29 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.270, Acc: 0.980, Base Lr: 6.09e-03
2024-05-08 17:00:47 transreid.train INFO: Epoch[39] Iter[30/186] Loss: 0.239, Acc: 0.985, Base Lr: 6.09e-03
2024-05-08 17:01:04 transreid.train INFO: Epoch[39] Iter[40/186] Loss: 0.224, Acc: 0.987, Base Lr: 6.09e-03
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2024-05-08 17:01:39 transreid.train INFO: Epoch[39] Iter[60/186] Loss: 0.221, Acc: 0.989, Base Lr: 6.09e-03
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2024-05-08 17:02:14 transreid.train INFO: Epoch[39] Iter[80/186] Loss: 0.215, Acc: 0.989, Base Lr: 6.09e-03
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2024-05-08 17:03:07 transreid.train INFO: Epoch[39] Iter[110/186] Loss: 0.205, Acc: 0.990, Base Lr: 6.09e-03
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2024-05-08 17:03:42 transreid.train INFO: Epoch[39] Iter[130/186] Loss: 0.196, Acc: 0.991, Base Lr: 6.09e-03
2024-05-08 17:04:00 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.192, Acc: 0.991, Base Lr: 6.09e-03
2024-05-08 17:04:17 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.189, Acc: 0.991, Base Lr: 6.09e-03
2024-05-08 17:04:35 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.186, Acc: 0.991, Base Lr: 6.09e-03
2024-05-08 17:04:53 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.184, Acc: 0.991, Base Lr: 6.09e-03
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2024-05-08 17:05:16 transreid.train INFO: Epoch 39 done. Time per epoch: 322.515[s] Speed: 36.3[samples/s]
2024-05-08 17:05:34 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.235, Acc: 0.992, Base Lr: 6.00e-03
2024-05-08 17:05:51 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.218, Acc: 0.991, Base Lr: 6.00e-03
2024-05-08 17:06:09 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.200, Acc: 0.991, Base Lr: 6.00e-03
2024-05-08 17:06:27 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.210, Acc: 0.990, Base Lr: 6.00e-03
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2024-05-08 17:07:02 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.204, Acc: 0.991, Base Lr: 6.00e-03
2024-05-08 17:07:19 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.200, Acc: 0.992, Base Lr: 6.00e-03
2024-05-08 17:07:37 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.201, Acc: 0.991, Base Lr: 6.00e-03
2024-05-08 17:07:55 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.196, Acc: 0.992, Base Lr: 6.00e-03
2024-05-08 17:08:12 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.190, Acc: 0.992, Base Lr: 6.00e-03
2024-05-08 17:08:30 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.189, Acc: 0.992, Base Lr: 6.00e-03
2024-05-08 17:08:47 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.191, Acc: 0.992, Base Lr: 6.00e-03
2024-05-08 17:09:05 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.190, Acc: 0.992, Base Lr: 6.00e-03
2024-05-08 17:09:22 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.193, Acc: 0.992, Base Lr: 6.00e-03
2024-05-08 17:09:40 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.197, Acc: 0.992, Base Lr: 6.00e-03
2024-05-08 17:09:58 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.195, Acc: 0.992, Base Lr: 6.00e-03
2024-05-08 17:10:14 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.190, Acc: 0.992, Base Lr: 6.00e-03
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2024-05-08 17:10:37 transreid.train INFO: Epoch 40 done. Time per epoch: 321.793[s] Speed: 36.4[samples/s]
2024-05-08 17:12:08 transreid.train INFO: Validation Results - Epoch: 40
2024-05-08 17:12:08 transreid.train INFO: mAP: 73.9%
2024-05-08 17:12:08 transreid.train INFO: CMC curve, Rank-1  :88.5%
2024-05-08 17:12:08 transreid.train INFO: CMC curve, Rank-5  :95.8%
2024-05-08 17:12:08 transreid.train INFO: CMC curve, Rank-10 :97.5%
2024-05-08 17:12:26 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.227, Acc: 0.989, Base Lr: 5.91e-03
2024-05-08 17:12:44 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.201, Acc: 0.991, Base Lr: 5.91e-03
2024-05-08 17:13:02 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.191, Acc: 0.990, Base Lr: 5.91e-03
2024-05-08 17:13:19 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.185, Acc: 0.991, Base Lr: 5.91e-03
2024-05-08 17:13:37 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.189, Acc: 0.992, Base Lr: 5.91e-03
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2024-05-08 17:14:12 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.191, Acc: 0.991, Base Lr: 5.91e-03
2024-05-08 17:14:30 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.187, Acc: 0.991, Base Lr: 5.91e-03
2024-05-08 17:14:47 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.180, Acc: 0.991, Base Lr: 5.91e-03
2024-05-08 17:15:05 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.176, Acc: 0.992, Base Lr: 5.91e-03
2024-05-08 17:15:22 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.172, Acc: 0.992, Base Lr: 5.91e-03
2024-05-08 17:15:40 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.172, Acc: 0.992, Base Lr: 5.91e-03
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2024-05-08 17:16:15 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.169, Acc: 0.992, Base Lr: 5.91e-03
2024-05-08 17:16:33 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.168, Acc: 0.992, Base Lr: 5.91e-03
2024-05-08 17:16:50 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.166, Acc: 0.992, Base Lr: 5.91e-03
2024-05-08 17:17:08 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.163, Acc: 0.993, Base Lr: 5.91e-03
2024-05-08 17:17:25 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.160, Acc: 0.993, Base Lr: 5.91e-03
2024-05-08 17:17:32 transreid.train INFO: Epoch 41 done. Time per epoch: 324.448[s] Speed: 36.3[samples/s]
2024-05-08 17:17:51 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.177, Acc: 0.997, Base Lr: 5.82e-03
2024-05-08 17:18:08 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.202, Acc: 0.994, Base Lr: 5.82e-03
2024-05-08 17:18:26 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.191, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 17:18:43 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.183, Acc: 0.995, Base Lr: 5.82e-03
2024-05-08 17:19:00 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.183, Acc: 0.994, Base Lr: 5.82e-03
2024-05-08 17:19:18 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.181, Acc: 0.993, Base Lr: 5.82e-03
2024-05-08 17:19:36 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.184, Acc: 0.992, Base Lr: 5.82e-03
2024-05-08 17:19:53 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.177, Acc: 0.993, Base Lr: 5.82e-03
2024-05-08 17:20:11 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.173, Acc: 0.993, Base Lr: 5.82e-03
2024-05-08 17:20:28 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.168, Acc: 0.993, Base Lr: 5.82e-03
2024-05-08 17:20:46 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.173, Acc: 0.993, Base Lr: 5.82e-03
2024-05-08 17:21:04 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.168, Acc: 0.993, Base Lr: 5.82e-03
2024-05-08 17:21:21 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.166, Acc: 0.993, Base Lr: 5.82e-03
2024-05-08 17:21:39 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.165, Acc: 0.993, Base Lr: 5.82e-03
2024-05-08 17:21:57 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.163, Acc: 0.993, Base Lr: 5.82e-03
2024-05-08 17:22:14 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.160, Acc: 0.993, Base Lr: 5.82e-03
2024-05-08 17:22:32 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.156, Acc: 0.993, Base Lr: 5.82e-03
2024-05-08 17:22:49 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.154, Acc: 0.993, Base Lr: 5.82e-03
2024-05-08 17:22:57 transreid.train INFO: Epoch 42 done. Time per epoch: 324.063[s] Speed: 36.3[samples/s]
2024-05-08 17:23:15 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.152, Acc: 0.991, Base Lr: 5.73e-03
2024-05-08 17:23:32 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.161, Acc: 0.991, Base Lr: 5.73e-03
2024-05-08 17:23:50 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.184, Acc: 0.991, Base Lr: 5.73e-03
2024-05-08 17:24:08 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.182, Acc: 0.991, Base Lr: 5.73e-03
2024-05-08 17:24:25 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.173, Acc: 0.991, Base Lr: 5.73e-03
2024-05-08 17:24:43 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.172, Acc: 0.991, Base Lr: 5.73e-03
2024-05-08 17:25:00 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.167, Acc: 0.992, Base Lr: 5.73e-03
2024-05-08 17:25:18 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.166, Acc: 0.992, Base Lr: 5.73e-03
2024-05-08 17:25:36 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.165, Acc: 0.991, Base Lr: 5.73e-03
2024-05-08 17:25:53 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.171, Acc: 0.991, Base Lr: 5.73e-03
2024-05-08 17:26:11 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.172, Acc: 0.992, Base Lr: 5.73e-03
2024-05-08 17:26:29 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.171, Acc: 0.991, Base Lr: 5.73e-03
2024-05-08 17:26:46 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.169, Acc: 0.992, Base Lr: 5.73e-03
2024-05-08 17:27:04 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.166, Acc: 0.992, Base Lr: 5.73e-03
2024-05-08 17:27:21 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.163, Acc: 0.992, Base Lr: 5.73e-03
2024-05-08 17:27:38 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.159, Acc: 0.992, Base Lr: 5.73e-03
2024-05-08 17:27:56 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.157, Acc: 0.993, Base Lr: 5.73e-03
2024-05-08 17:28:14 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.154, Acc: 0.993, Base Lr: 5.73e-03
2024-05-08 17:28:21 transreid.train INFO: Epoch 43 done. Time per epoch: 324.203[s] Speed: 36.3[samples/s]
2024-05-08 17:28:39 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.137, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 17:28:57 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.172, Acc: 0.989, Base Lr: 5.63e-03
2024-05-08 17:29:14 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.177, Acc: 0.990, Base Lr: 5.63e-03
2024-05-08 17:29:32 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.166, Acc: 0.992, Base Lr: 5.63e-03
2024-05-08 17:29:49 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.160, Acc: 0.993, Base Lr: 5.63e-03
2024-05-08 17:30:07 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.163, Acc: 0.993, Base Lr: 5.63e-03
2024-05-08 17:30:25 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.156, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 17:30:42 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.153, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 17:31:00 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.151, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 17:31:17 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.149, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 17:31:35 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.153, Acc: 0.993, Base Lr: 5.63e-03
2024-05-08 17:31:53 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.150, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 17:32:10 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.149, Acc: 0.993, Base Lr: 5.63e-03
2024-05-08 17:32:28 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.152, Acc: 0.993, Base Lr: 5.63e-03
2024-05-08 17:32:45 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.150, Acc: 0.994, Base Lr: 5.63e-03
2024-05-08 17:33:03 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.153, Acc: 0.993, Base Lr: 5.63e-03
2024-05-08 17:33:21 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.154, Acc: 0.993, Base Lr: 5.63e-03
2024-05-08 17:33:38 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.152, Acc: 0.993, Base Lr: 5.63e-03
2024-05-08 17:33:45 transreid.train INFO: Epoch 44 done. Time per epoch: 324.639[s] Speed: 36.3[samples/s]
2024-05-08 17:34:04 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.147, Acc: 0.997, Base Lr: 5.54e-03
2024-05-08 17:34:21 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.128, Acc: 0.998, Base Lr: 5.54e-03
2024-05-08 17:34:39 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.130, Acc: 0.997, Base Lr: 5.54e-03
2024-05-08 17:34:56 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.130, Acc: 0.998, Base Lr: 5.54e-03
2024-05-08 17:35:14 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.132, Acc: 0.998, Base Lr: 5.54e-03
2024-05-08 17:35:32 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.127, Acc: 0.998, Base Lr: 5.54e-03
2024-05-08 17:35:49 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.130, Acc: 0.997, Base Lr: 5.54e-03
2024-05-08 17:36:07 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.134, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 17:36:24 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.131, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 17:36:41 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.129, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 17:36:59 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.130, Acc: 0.996, Base Lr: 5.54e-03
2024-05-08 17:37:17 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.132, Acc: 0.995, Base Lr: 5.54e-03
2024-05-08 17:37:34 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.132, Acc: 0.995, Base Lr: 5.54e-03
2024-05-08 17:37:52 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.130, Acc: 0.995, Base Lr: 5.54e-03
2024-05-08 17:38:09 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.130, Acc: 0.995, Base Lr: 5.54e-03
2024-05-08 17:38:27 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.130, Acc: 0.995, Base Lr: 5.54e-03
2024-05-08 17:38:45 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.127, Acc: 0.995, Base Lr: 5.54e-03
2024-05-08 17:39:02 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.125, Acc: 0.995, Base Lr: 5.54e-03
2024-05-08 17:39:08 transreid.train INFO: Epoch 45 done. Time per epoch: 322.196[s] Speed: 36.4[samples/s]
2024-05-08 17:39:26 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.112, Acc: 0.995, Base Lr: 5.44e-03
2024-05-08 17:39:43 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.135, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 17:40:01 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.141, Acc: 0.993, Base Lr: 5.44e-03
2024-05-08 17:40:19 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.139, Acc: 0.993, Base Lr: 5.44e-03
2024-05-08 17:40:36 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.136, Acc: 0.993, Base Lr: 5.44e-03
2024-05-08 17:40:54 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.142, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 17:41:11 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.144, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 17:41:29 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.142, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 17:41:47 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.143, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 17:42:04 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.143, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 17:42:22 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.144, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 17:42:39 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.145, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 17:42:57 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.143, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 17:43:15 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.140, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 17:43:32 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.138, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 17:43:50 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.138, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 17:44:08 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.139, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 17:44:25 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.141, Acc: 0.994, Base Lr: 5.44e-03
2024-05-08 17:44:31 transreid.train INFO: Epoch 46 done. Time per epoch: 323.023[s] Speed: 36.3[samples/s]
2024-05-08 17:44:49 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.160, Acc: 0.988, Base Lr: 5.34e-03
2024-05-08 17:45:06 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.197, Acc: 0.987, Base Lr: 5.34e-03
2024-05-08 17:45:23 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.176, Acc: 0.990, Base Lr: 5.34e-03
2024-05-08 17:45:41 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.165, Acc: 0.991, Base Lr: 5.34e-03
2024-05-08 17:45:59 transreid.train INFO: Epoch[47] Iter[50/186] Loss: 0.158, Acc: 0.992, Base Lr: 5.34e-03
2024-05-08 17:46:16 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.158, Acc: 0.992, Base Lr: 5.34e-03
2024-05-08 17:46:34 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.150, Acc: 0.992, Base Lr: 5.34e-03
2024-05-08 17:46:52 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.149, Acc: 0.993, Base Lr: 5.34e-03
2024-05-08 17:47:09 transreid.train INFO: Epoch[47] Iter[90/186] Loss: 0.156, Acc: 0.992, Base Lr: 5.34e-03
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2024-05-08 17:49:55 transreid.train INFO: Epoch 47 done. Time per epoch: 324.561[s] Speed: 36.3[samples/s]
2024-05-08 17:50:13 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.152, Acc: 0.992, Base Lr: 5.24e-03
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2024-05-08 17:55:19 transreid.train INFO: Epoch 48 done. Time per epoch: 324.282[s] Speed: 36.3[samples/s]
2024-05-08 17:55:38 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.161, Acc: 0.991, Base Lr: 5.14e-03
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2024-05-08 18:00:43 transreid.train INFO: Epoch 49 done. Time per epoch: 323.275[s] Speed: 36.2[samples/s]
2024-05-08 18:01:01 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.156, Acc: 0.992, Base Lr: 5.04e-03
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2024-05-08 18:03:04 transreid.train INFO: Epoch[50] Iter[80/186] Loss: 0.128, Acc: 0.993, Base Lr: 5.04e-03
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2024-05-08 18:05:07 transreid.train INFO: Epoch[50] Iter[150/186] Loss: 0.125, Acc: 0.994, Base Lr: 5.04e-03
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2024-05-08 18:06:07 transreid.train INFO: Epoch 50 done. Time per epoch: 324.677[s] Speed: 36.3[samples/s]
2024-05-08 18:06:26 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.204, Acc: 0.995, Base Lr: 4.94e-03
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2024-05-08 18:07:01 transreid.train INFO: Epoch[51] Iter[30/186] Loss: 0.153, Acc: 0.993, Base Lr: 4.94e-03
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2024-05-08 18:08:29 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.138, Acc: 0.995, Base Lr: 4.94e-03
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2024-05-08 18:10:32 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.125, Acc: 0.995, Base Lr: 4.94e-03
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2024-05-08 18:11:32 transreid.train INFO: Epoch 51 done. Time per epoch: 324.175[s] Speed: 36.3[samples/s]
2024-05-08 18:11:50 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.109, Acc: 1.000, Base Lr: 4.84e-03
2024-05-08 18:12:07 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.131, Acc: 0.995, Base Lr: 4.84e-03
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2024-05-08 18:13:53 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.136, Acc: 0.993, Base Lr: 4.84e-03
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2024-05-08 18:16:57 transreid.train INFO: Epoch 52 done. Time per epoch: 325.419[s] Speed: 36.2[samples/s]
2024-05-08 18:17:15 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.131, Acc: 0.997, Base Lr: 4.74e-03
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2024-05-08 18:19:01 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.132, Acc: 0.993, Base Lr: 4.74e-03
2024-05-08 18:19:18 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.128, Acc: 0.994, Base Lr: 4.74e-03
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2024-05-08 18:22:21 transreid.train INFO: Epoch 53 done. Time per epoch: 323.748[s] Speed: 36.4[samples/s]
2024-05-08 18:22:39 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.152, Acc: 0.992, Base Lr: 4.63e-03
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2024-05-08 18:23:14 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.134, Acc: 0.994, Base Lr: 4.63e-03
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2024-05-08 18:24:07 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.121, Acc: 0.995, Base Lr: 4.63e-03
2024-05-08 18:24:24 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.118, Acc: 0.995, Base Lr: 4.63e-03
2024-05-08 18:24:42 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.119, Acc: 0.994, Base Lr: 4.63e-03
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2024-05-08 18:27:45 transreid.train INFO: Epoch 54 done. Time per epoch: 324.487[s] Speed: 36.3[samples/s]
2024-05-08 18:28:03 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.127, Acc: 0.992, Base Lr: 4.53e-03
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2024-05-08 18:30:41 transreid.train INFO: Epoch[55] Iter[100/186] Loss: 0.109, Acc: 0.995, Base Lr: 4.53e-03
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2024-05-08 18:33:07 transreid.train INFO: Epoch 55 done. Time per epoch: 321.801[s] Speed: 36.4[samples/s]
2024-05-08 18:33:25 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.155, Acc: 0.986, Base Lr: 4.43e-03
2024-05-08 18:33:43 transreid.train INFO: Epoch[56] Iter[20/186] Loss: 0.138, Acc: 0.991, Base Lr: 4.43e-03
2024-05-08 18:34:00 transreid.train INFO: Epoch[56] Iter[30/186] Loss: 0.140, Acc: 0.991, Base Lr: 4.43e-03
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2024-05-08 18:35:29 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.141, Acc: 0.993, Base Lr: 4.43e-03
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2024-05-08 18:36:04 transreid.train INFO: Epoch[56] Iter[100/186] Loss: 0.132, Acc: 0.994, Base Lr: 4.43e-03
2024-05-08 18:36:21 transreid.train INFO: Epoch[56] Iter[110/186] Loss: 0.130, Acc: 0.994, Base Lr: 4.43e-03
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2024-05-08 18:37:14 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.125, Acc: 0.994, Base Lr: 4.43e-03
2024-05-08 18:37:32 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.124, Acc: 0.994, Base Lr: 4.43e-03
2024-05-08 18:37:49 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.123, Acc: 0.994, Base Lr: 4.43e-03
2024-05-08 18:38:06 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.120, Acc: 0.995, Base Lr: 4.43e-03
2024-05-08 18:38:24 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.117, Acc: 0.995, Base Lr: 4.43e-03
2024-05-08 18:38:29 transreid.train INFO: Epoch 56 done. Time per epoch: 322.426[s] Speed: 36.3[samples/s]
2024-05-08 18:38:48 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.110, Acc: 0.997, Base Lr: 4.32e-03
2024-05-08 18:39:05 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.118, Acc: 0.997, Base Lr: 4.32e-03
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2024-05-08 18:40:16 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.110, Acc: 0.996, Base Lr: 4.32e-03
2024-05-08 18:40:33 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.108, Acc: 0.995, Base Lr: 4.32e-03
2024-05-08 18:40:51 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.105, Acc: 0.996, Base Lr: 4.32e-03
2024-05-08 18:41:09 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.113, Acc: 0.995, Base Lr: 4.32e-03
2024-05-08 18:41:26 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.113, Acc: 0.995, Base Lr: 4.32e-03
2024-05-08 18:41:44 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.111, Acc: 0.995, Base Lr: 4.32e-03
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2024-05-08 18:42:54 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.107, Acc: 0.995, Base Lr: 4.32e-03
2024-05-08 18:43:12 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.104, Acc: 0.995, Base Lr: 4.32e-03
2024-05-08 18:43:29 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.101, Acc: 0.995, Base Lr: 4.32e-03
2024-05-08 18:43:47 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.098, Acc: 0.995, Base Lr: 4.32e-03
2024-05-08 18:43:54 transreid.train INFO: Epoch 57 done. Time per epoch: 324.674[s] Speed: 36.3[samples/s]
2024-05-08 18:44:12 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.101, Acc: 0.998, Base Lr: 4.22e-03
2024-05-08 18:44:30 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.102, Acc: 0.995, Base Lr: 4.22e-03
2024-05-08 18:44:47 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.103, Acc: 0.996, Base Lr: 4.22e-03
2024-05-08 18:45:05 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.105, Acc: 0.995, Base Lr: 4.22e-03
2024-05-08 18:45:23 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.104, Acc: 0.995, Base Lr: 4.22e-03
2024-05-08 18:45:40 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.102, Acc: 0.994, Base Lr: 4.22e-03
2024-05-08 18:45:58 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.097, Acc: 0.995, Base Lr: 4.22e-03
2024-05-08 18:46:15 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.101, Acc: 0.995, Base Lr: 4.22e-03
2024-05-08 18:46:33 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.105, Acc: 0.995, Base Lr: 4.22e-03
2024-05-08 18:46:50 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.103, Acc: 0.995, Base Lr: 4.22e-03
2024-05-08 18:47:08 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.105, Acc: 0.995, Base Lr: 4.22e-03
2024-05-08 18:47:25 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.104, Acc: 0.995, Base Lr: 4.22e-03
2024-05-08 18:47:43 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.104, Acc: 0.995, Base Lr: 4.22e-03
2024-05-08 18:48:00 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.103, Acc: 0.995, Base Lr: 4.22e-03
2024-05-08 18:48:18 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.103, Acc: 0.995, Base Lr: 4.22e-03
2024-05-08 18:48:36 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.105, Acc: 0.995, Base Lr: 4.22e-03
2024-05-08 18:48:53 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.103, Acc: 0.995, Base Lr: 4.22e-03
2024-05-08 18:49:11 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.101, Acc: 0.995, Base Lr: 4.22e-03
2024-05-08 18:49:16 transreid.train INFO: Epoch 58 done. Time per epoch: 322.129[s] Speed: 36.4[samples/s]
2024-05-08 18:49:34 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.066, Acc: 1.000, Base Lr: 4.11e-03
2024-05-08 18:49:52 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.079, Acc: 0.998, Base Lr: 4.11e-03
2024-05-08 18:50:10 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.090, Acc: 0.997, Base Lr: 4.11e-03
2024-05-08 18:50:27 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.092, Acc: 0.996, Base Lr: 4.11e-03
2024-05-08 18:50:45 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.097, Acc: 0.996, Base Lr: 4.11e-03
2024-05-08 18:51:02 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.102, Acc: 0.995, Base Lr: 4.11e-03
2024-05-08 18:51:20 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.100, Acc: 0.995, Base Lr: 4.11e-03
2024-05-08 18:51:38 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.104, Acc: 0.995, Base Lr: 4.11e-03
2024-05-08 18:51:55 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.102, Acc: 0.995, Base Lr: 4.11e-03
2024-05-08 18:52:13 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.105, Acc: 0.995, Base Lr: 4.11e-03
2024-05-08 18:52:30 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.104, Acc: 0.995, Base Lr: 4.11e-03
2024-05-08 18:52:48 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.104, Acc: 0.995, Base Lr: 4.11e-03
2024-05-08 18:53:06 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.102, Acc: 0.995, Base Lr: 4.11e-03
2024-05-08 18:53:23 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.100, Acc: 0.995, Base Lr: 4.11e-03
2024-05-08 18:53:41 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.098, Acc: 0.995, Base Lr: 4.11e-03
2024-05-08 18:53:58 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.098, Acc: 0.995, Base Lr: 4.11e-03
2024-05-08 18:54:16 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.096, Acc: 0.995, Base Lr: 4.11e-03
2024-05-08 18:54:34 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.095, Acc: 0.995, Base Lr: 4.11e-03
2024-05-08 18:54:41 transreid.train INFO: Epoch 59 done. Time per epoch: 324.413[s] Speed: 36.3[samples/s]
2024-05-08 18:54:59 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.104, Acc: 0.997, Base Lr: 4.01e-03
2024-05-08 18:55:16 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.118, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 18:55:33 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.115, Acc: 0.995, Base Lr: 4.01e-03
2024-05-08 18:55:51 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.106, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 18:56:09 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.105, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 18:56:26 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.104, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 18:56:44 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.110, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 18:57:01 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.109, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 18:57:19 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.107, Acc: 0.996, Base Lr: 4.01e-03
2024-05-08 18:57:37 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.109, Acc: 0.995, Base Lr: 4.01e-03
2024-05-08 18:57:54 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.109, Acc: 0.995, Base Lr: 4.01e-03
2024-05-08 18:58:12 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.111, Acc: 0.995, Base Lr: 4.01e-03
2024-05-08 18:58:30 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.109, Acc: 0.995, Base Lr: 4.01e-03
2024-05-08 18:58:47 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.107, Acc: 0.995, Base Lr: 4.01e-03
2024-05-08 18:59:05 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.104, Acc: 0.995, Base Lr: 4.01e-03
2024-05-08 18:59:22 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.102, Acc: 0.995, Base Lr: 4.01e-03
2024-05-08 18:59:40 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.100, Acc: 0.995, Base Lr: 4.01e-03
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2024-05-08 19:00:03 transreid.train INFO: Epoch 60 done. Time per epoch: 322.237[s] Speed: 36.3[samples/s]
2024-05-08 19:01:33 transreid.train INFO: Validation Results - Epoch: 60
2024-05-08 19:01:33 transreid.train INFO: mAP: 76.0%
2024-05-08 19:01:33 transreid.train INFO: CMC curve, Rank-1  :90.0%
2024-05-08 19:01:33 transreid.train INFO: CMC curve, Rank-5  :96.3%
2024-05-08 19:01:33 transreid.train INFO: CMC curve, Rank-10 :97.7%
2024-05-08 19:01:51 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.130, Acc: 0.997, Base Lr: 3.90e-03
2024-05-08 19:02:09 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.105, Acc: 0.995, Base Lr: 3.90e-03
2024-05-08 19:02:26 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.104, Acc: 0.995, Base Lr: 3.90e-03
2024-05-08 19:02:44 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.118, Acc: 0.995, Base Lr: 3.90e-03
2024-05-08 19:03:02 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.121, Acc: 0.994, Base Lr: 3.90e-03
2024-05-08 19:03:19 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.116, Acc: 0.994, Base Lr: 3.90e-03
2024-05-08 19:03:37 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.116, Acc: 0.994, Base Lr: 3.90e-03
2024-05-08 19:03:55 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.126, Acc: 0.993, Base Lr: 3.90e-03
2024-05-08 19:04:12 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.127, Acc: 0.994, Base Lr: 3.90e-03
2024-05-08 19:04:29 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.126, Acc: 0.994, Base Lr: 3.90e-03
2024-05-08 19:04:47 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.122, Acc: 0.994, Base Lr: 3.90e-03
2024-05-08 19:05:04 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.119, Acc: 0.994, Base Lr: 3.90e-03
2024-05-08 19:05:22 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.113, Acc: 0.994, Base Lr: 3.90e-03
2024-05-08 19:05:40 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.112, Acc: 0.994, Base Lr: 3.90e-03
2024-05-08 19:05:57 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.109, Acc: 0.994, Base Lr: 3.90e-03
2024-05-08 19:06:15 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.106, Acc: 0.995, Base Lr: 3.90e-03
2024-05-08 19:06:33 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.106, Acc: 0.995, Base Lr: 3.90e-03
2024-05-08 19:06:50 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.104, Acc: 0.995, Base Lr: 3.90e-03
2024-05-08 19:06:57 transreid.train INFO: Epoch 61 done. Time per epoch: 324.068[s] Speed: 36.3[samples/s]
2024-05-08 19:07:15 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.115, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 19:07:33 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.122, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 19:07:51 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.121, Acc: 0.995, Base Lr: 3.80e-03
2024-05-08 19:08:08 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.133, Acc: 0.995, Base Lr: 3.80e-03
2024-05-08 19:08:26 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.133, Acc: 0.995, Base Lr: 3.80e-03
2024-05-08 19:08:43 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.126, Acc: 0.995, Base Lr: 3.80e-03
2024-05-08 19:09:01 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.119, Acc: 0.995, Base Lr: 3.80e-03
2024-05-08 19:09:19 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.117, Acc: 0.995, Base Lr: 3.80e-03
2024-05-08 19:09:36 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.113, Acc: 0.995, Base Lr: 3.80e-03
2024-05-08 19:09:54 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.107, Acc: 0.996, Base Lr: 3.80e-03
2024-05-08 19:10:12 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.105, Acc: 0.996, Base Lr: 3.80e-03
2024-05-08 19:10:29 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.104, Acc: 0.996, Base Lr: 3.80e-03
2024-05-08 19:10:47 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.100, Acc: 0.996, Base Lr: 3.80e-03
2024-05-08 19:11:04 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.098, Acc: 0.996, Base Lr: 3.80e-03
2024-05-08 19:11:22 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.098, Acc: 0.996, Base Lr: 3.80e-03
2024-05-08 19:11:40 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.097, Acc: 0.996, Base Lr: 3.80e-03
2024-05-08 19:11:57 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.094, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 19:12:15 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.092, Acc: 0.997, Base Lr: 3.80e-03
2024-05-08 19:12:20 transreid.train INFO: Epoch 62 done. Time per epoch: 323.065[s] Speed: 36.3[samples/s]
2024-05-08 19:12:38 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.122, Acc: 0.994, Base Lr: 3.69e-03
2024-05-08 19:12:55 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.099, Acc: 0.996, Base Lr: 3.69e-03
2024-05-08 19:13:13 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.096, Acc: 0.997, Base Lr: 3.69e-03
2024-05-08 19:13:30 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.091, Acc: 0.997, Base Lr: 3.69e-03
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2024-05-08 19:14:06 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.098, Acc: 0.996, Base Lr: 3.69e-03
2024-05-08 19:14:23 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.097, Acc: 0.996, Base Lr: 3.69e-03
2024-05-08 19:14:41 transreid.train INFO: Epoch[63] Iter[80/186] Loss: 0.098, Acc: 0.996, Base Lr: 3.69e-03
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2024-05-08 19:17:42 transreid.train INFO: Epoch 63 done. Time per epoch: 322.156[s] Speed: 36.4[samples/s]
2024-05-08 19:18:01 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.125, Acc: 0.992, Base Lr: 3.59e-03
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2024-05-08 19:23:05 transreid.train INFO: Epoch 64 done. Time per epoch: 322.403[s] Speed: 36.3[samples/s]
2024-05-08 19:23:23 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.103, Acc: 0.997, Base Lr: 3.49e-03
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2024-05-08 19:28:30 transreid.train INFO: Epoch 65 done. Time per epoch: 324.907[s] Speed: 36.2[samples/s]
2024-05-08 19:28:48 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.097, Acc: 1.000, Base Lr: 3.38e-03
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2024-05-08 19:33:48 transreid.train INFO: Epoch 66 done. Time per epoch: 318.214[s] Speed: 36.8[samples/s]
2024-05-08 19:34:06 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.099, Acc: 0.997, Base Lr: 3.28e-03
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2024-05-08 19:39:13 transreid.train INFO: Epoch 67 done. Time per epoch: 324.559[s] Speed: 36.3[samples/s]
2024-05-08 19:39:31 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.092, Acc: 0.994, Base Lr: 3.18e-03
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2024-05-08 19:44:35 transreid.train INFO: Epoch 68 done. Time per epoch: 322.399[s] Speed: 36.3[samples/s]
2024-05-08 19:44:53 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.074, Acc: 0.998, Base Lr: 3.08e-03
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2024-05-08 19:49:59 transreid.train INFO: Epoch 69 done. Time per epoch: 324.528[s] Speed: 36.3[samples/s]
2024-05-08 19:50:18 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.080, Acc: 0.995, Base Lr: 2.97e-03
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2024-05-08 19:55:22 transreid.train INFO: Epoch 70 done. Time per epoch: 322.196[s] Speed: 36.4[samples/s]
2024-05-08 19:55:40 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.075, Acc: 0.998, Base Lr: 2.87e-03
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2024-05-08 20:00:46 transreid.train INFO: Epoch 71 done. Time per epoch: 324.053[s] Speed: 36.3[samples/s]
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2024-05-08 20:06:09 transreid.train INFO: Epoch 72 done. Time per epoch: 322.911[s] Speed: 36.3[samples/s]
2024-05-08 20:06:27 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.077, Acc: 0.995, Base Lr: 2.68e-03
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2024-05-08 20:11:31 transreid.train INFO: Epoch 73 done. Time per epoch: 322.503[s] Speed: 36.3[samples/s]
2024-05-08 20:11:49 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.079, Acc: 0.997, Base Lr: 2.58e-03
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2024-05-08 20:16:54 transreid.train INFO: Epoch 74 done. Time per epoch: 322.428[s] Speed: 36.3[samples/s]
2024-05-08 20:17:12 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.090, Acc: 0.998, Base Lr: 2.48e-03
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2024-05-08 20:22:16 transreid.train INFO: Epoch 75 done. Time per epoch: 322.743[s] Speed: 36.3[samples/s]
2024-05-08 20:22:34 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.095, Acc: 0.994, Base Lr: 2.38e-03
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2024-05-08 20:27:38 transreid.train INFO: Epoch 76 done. Time per epoch: 322.174[s] Speed: 36.4[samples/s]
2024-05-08 20:27:57 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.082, Acc: 0.997, Base Lr: 2.29e-03
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2024-05-08 20:33:01 transreid.train INFO: Epoch 77 done. Time per epoch: 322.807[s] Speed: 36.3[samples/s]
2024-05-08 20:33:20 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.083, Acc: 0.992, Base Lr: 2.20e-03
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2024-05-08 20:38:24 transreid.train INFO: Epoch 78 done. Time per epoch: 322.718[s] Speed: 36.3[samples/s]
2024-05-08 20:38:42 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.055, Acc: 0.998, Base Lr: 2.10e-03
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2024-05-08 20:41:21 transreid.train INFO: Epoch[79] Iter[100/186] Loss: 0.078, Acc: 0.997, Base Lr: 2.10e-03
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2024-05-08 20:43:07 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.070, Acc: 0.998, Base Lr: 2.10e-03
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2024-05-08 20:43:49 transreid.train INFO: Epoch 79 done. Time per epoch: 324.515[s] Speed: 36.3[samples/s]
2024-05-08 20:44:07 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.091, Acc: 0.997, Base Lr: 2.01e-03
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2024-05-08 20:46:10 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.088, Acc: 0.996, Base Lr: 2.01e-03
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2024-05-08 20:48:13 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.077, Acc: 0.996, Base Lr: 2.01e-03
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2024-05-08 20:49:11 transreid.train INFO: Epoch 80 done. Time per epoch: 322.767[s] Speed: 36.3[samples/s]
2024-05-08 20:50:41 transreid.train INFO: Validation Results - Epoch: 80
2024-05-08 20:50:41 transreid.train INFO: mAP: 77.4%
2024-05-08 20:50:41 transreid.train INFO: CMC curve, Rank-1  :90.3%
2024-05-08 20:50:41 transreid.train INFO: CMC curve, Rank-5  :96.5%
2024-05-08 20:50:41 transreid.train INFO: CMC curve, Rank-10 :98.0%
2024-05-08 20:50:59 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.040, Acc: 0.998, Base Lr: 1.92e-03
2024-05-08 20:51:17 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.047, Acc: 0.998, Base Lr: 1.92e-03
2024-05-08 20:51:35 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.064, Acc: 0.996, Base Lr: 1.92e-03
2024-05-08 20:51:51 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.075, Acc: 0.996, Base Lr: 1.92e-03
2024-05-08 20:52:09 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.075, Acc: 0.995, Base Lr: 1.92e-03
2024-05-08 20:52:27 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.073, Acc: 0.996, Base Lr: 1.92e-03
2024-05-08 20:52:44 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.069, Acc: 0.996, Base Lr: 1.92e-03
2024-05-08 20:53:02 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.071, Acc: 0.996, Base Lr: 1.92e-03
2024-05-08 20:53:19 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.069, Acc: 0.996, Base Lr: 1.92e-03
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2024-05-08 20:54:12 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.92e-03
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2024-05-08 20:54:48 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.92e-03
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2024-05-08 20:55:23 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.059, Acc: 0.997, Base Lr: 1.92e-03
2024-05-08 20:55:40 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.059, Acc: 0.997, Base Lr: 1.92e-03
2024-05-08 20:55:58 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.92e-03
2024-05-08 20:56:07 transreid.train INFO: Epoch 81 done. Time per epoch: 325.593[s] Speed: 36.4[samples/s]
2024-05-08 20:56:25 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.107, Acc: 0.994, Base Lr: 1.83e-03
2024-05-08 20:56:43 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.080, Acc: 0.996, Base Lr: 1.83e-03
2024-05-08 20:57:00 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.086, Acc: 0.997, Base Lr: 1.83e-03
2024-05-08 20:57:18 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.076, Acc: 0.998, Base Lr: 1.83e-03
2024-05-08 20:57:36 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.078, Acc: 0.998, Base Lr: 1.83e-03
2024-05-08 20:57:53 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.080, Acc: 0.996, Base Lr: 1.83e-03
2024-05-08 20:58:11 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.078, Acc: 0.996, Base Lr: 1.83e-03
2024-05-08 20:58:28 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.076, Acc: 0.997, Base Lr: 1.83e-03
2024-05-08 20:58:46 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.075, Acc: 0.996, Base Lr: 1.83e-03
2024-05-08 20:59:04 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.073, Acc: 0.997, Base Lr: 1.83e-03
2024-05-08 20:59:21 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.072, Acc: 0.996, Base Lr: 1.83e-03
2024-05-08 20:59:39 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.071, Acc: 0.997, Base Lr: 1.83e-03
2024-05-08 20:59:56 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.070, Acc: 0.997, Base Lr: 1.83e-03
2024-05-08 21:00:14 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.068, Acc: 0.997, Base Lr: 1.83e-03
2024-05-08 21:00:32 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.067, Acc: 0.997, Base Lr: 1.83e-03
2024-05-08 21:00:48 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.065, Acc: 0.997, Base Lr: 1.83e-03
2024-05-08 21:01:06 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.066, Acc: 0.997, Base Lr: 1.83e-03
2024-05-08 21:01:24 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.064, Acc: 0.997, Base Lr: 1.83e-03
2024-05-08 21:01:29 transreid.train INFO: Epoch 82 done. Time per epoch: 321.918[s] Speed: 36.4[samples/s]
2024-05-08 21:01:47 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.066, Acc: 0.998, Base Lr: 1.75e-03
2024-05-08 21:02:05 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.059, Acc: 0.998, Base Lr: 1.75e-03
2024-05-08 21:02:22 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.067, Acc: 0.998, Base Lr: 1.75e-03
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2024-05-08 21:02:57 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.060, Acc: 0.998, Base Lr: 1.75e-03
2024-05-08 21:03:15 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.059, Acc: 0.997, Base Lr: 1.75e-03
2024-05-08 21:03:33 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.75e-03
2024-05-08 21:03:50 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.064, Acc: 0.997, Base Lr: 1.75e-03
2024-05-08 21:04:08 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.75e-03
2024-05-08 21:04:25 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.064, Acc: 0.997, Base Lr: 1.75e-03
2024-05-08 21:04:43 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.062, Acc: 0.997, Base Lr: 1.75e-03
2024-05-08 21:05:01 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.065, Acc: 0.997, Base Lr: 1.75e-03
2024-05-08 21:05:18 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.065, Acc: 0.997, Base Lr: 1.75e-03
2024-05-08 21:05:36 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.064, Acc: 0.997, Base Lr: 1.75e-03
2024-05-08 21:05:53 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.064, Acc: 0.997, Base Lr: 1.75e-03
2024-05-08 21:06:11 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.75e-03
2024-05-08 21:06:29 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.062, Acc: 0.997, Base Lr: 1.75e-03
2024-05-08 21:06:46 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.75e-03
2024-05-08 21:06:53 transreid.train INFO: Epoch 83 done. Time per epoch: 324.279[s] Speed: 36.3[samples/s]
2024-05-08 21:07:11 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.076, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 21:07:29 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.066, Acc: 0.997, Base Lr: 1.66e-03
2024-05-08 21:07:47 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.070, Acc: 0.997, Base Lr: 1.66e-03
2024-05-08 21:08:04 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.068, Acc: 0.997, Base Lr: 1.66e-03
2024-05-08 21:08:22 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.066, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 21:08:39 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.067, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 21:08:57 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.065, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 21:09:14 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.063, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 21:09:31 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.062, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 21:09:49 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.061, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 21:10:07 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.061, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 21:10:24 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.061, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 21:10:42 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.061, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 21:10:59 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.063, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 21:11:17 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.062, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 21:11:35 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.060, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 21:11:52 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.060, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 21:12:10 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.058, Acc: 0.998, Base Lr: 1.66e-03
2024-05-08 21:12:15 transreid.train INFO: Epoch 84 done. Time per epoch: 321.833[s] Speed: 36.4[samples/s]
2024-05-08 21:12:33 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.049, Acc: 1.000, Base Lr: 1.58e-03
2024-05-08 21:12:51 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.052, Acc: 0.999, Base Lr: 1.58e-03
2024-05-08 21:13:08 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.067, Acc: 0.997, Base Lr: 1.58e-03
2024-05-08 21:13:26 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.073, Acc: 0.996, Base Lr: 1.58e-03
2024-05-08 21:13:44 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.070, Acc: 0.997, Base Lr: 1.58e-03
2024-05-08 21:14:01 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.066, Acc: 0.997, Base Lr: 1.58e-03
2024-05-08 21:14:19 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.062, Acc: 0.998, Base Lr: 1.58e-03
2024-05-08 21:14:36 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.58e-03
2024-05-08 21:14:54 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.58e-03
2024-05-08 21:15:12 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.58e-03
2024-05-08 21:15:29 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.062, Acc: 0.997, Base Lr: 1.58e-03
2024-05-08 21:15:47 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.58e-03
2024-05-08 21:16:04 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.060, Acc: 0.997, Base Lr: 1.58e-03
2024-05-08 21:16:22 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.58e-03
2024-05-08 21:16:40 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.060, Acc: 0.997, Base Lr: 1.58e-03
2024-05-08 21:16:57 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.059, Acc: 0.997, Base Lr: 1.58e-03
2024-05-08 21:17:15 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.058, Acc: 0.998, Base Lr: 1.58e-03
2024-05-08 21:17:33 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.58e-03
2024-05-08 21:17:38 transreid.train INFO: Epoch 85 done. Time per epoch: 322.914[s] Speed: 36.3[samples/s]
2024-05-08 21:17:56 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.070, Acc: 0.997, Base Lr: 1.50e-03
2024-05-08 21:18:14 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.073, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 21:18:31 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.061, Acc: 0.999, Base Lr: 1.50e-03
2024-05-08 21:18:48 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.057, Acc: 0.999, Base Lr: 1.50e-03
2024-05-08 21:19:06 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.054, Acc: 0.999, Base Lr: 1.50e-03
2024-05-08 21:19:23 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.053, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 21:19:41 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.054, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 21:19:59 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.063, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 21:20:16 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.061, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 21:20:34 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.059, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 21:20:52 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.058, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 21:21:09 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 21:21:27 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.059, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 21:21:45 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 21:22:02 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.055, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 21:22:20 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.054, Acc: 0.998, Base Lr: 1.50e-03
2024-05-08 21:22:38 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.053, Acc: 0.998, Base Lr: 1.50e-03
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2024-05-08 21:23:01 transreid.train INFO: Epoch 86 done. Time per epoch: 322.576[s] Speed: 36.3[samples/s]
2024-05-08 21:23:19 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.115, Acc: 0.995, Base Lr: 1.42e-03
2024-05-08 21:23:36 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.100, Acc: 0.996, Base Lr: 1.42e-03
2024-05-08 21:23:54 transreid.train INFO: Epoch[87] Iter[30/186] Loss: 0.084, Acc: 0.997, Base Lr: 1.42e-03
2024-05-08 21:24:12 transreid.train INFO: Epoch[87] Iter[40/186] Loss: 0.096, Acc: 0.996, Base Lr: 1.42e-03
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2024-05-08 21:24:47 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.089, Acc: 0.996, Base Lr: 1.42e-03
2024-05-08 21:25:05 transreid.train INFO: Epoch[87] Iter[70/186] Loss: 0.086, Acc: 0.997, Base Lr: 1.42e-03
2024-05-08 21:25:22 transreid.train INFO: Epoch[87] Iter[80/186] Loss: 0.079, Acc: 0.997, Base Lr: 1.42e-03
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2024-05-08 21:28:24 transreid.train INFO: Epoch 87 done. Time per epoch: 323.183[s] Speed: 36.2[samples/s]
2024-05-08 21:28:42 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.086, Acc: 0.998, Base Lr: 1.34e-03
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2024-05-08 21:33:48 transreid.train INFO: Epoch 88 done. Time per epoch: 323.925[s] Speed: 36.2[samples/s]
2024-05-08 21:34:06 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.069, Acc: 0.994, Base Lr: 1.26e-03
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2024-05-08 21:39:12 transreid.train INFO: Epoch 89 done. Time per epoch: 324.787[s] Speed: 36.3[samples/s]
2024-05-08 21:39:31 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.062, Acc: 1.000, Base Lr: 1.19e-03
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2024-05-08 21:44:36 transreid.train INFO: Epoch 90 done. Time per epoch: 323.939[s] Speed: 36.2[samples/s]
2024-05-08 21:44:54 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.066, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-08 21:49:01 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.060, Acc: 0.998, Base Lr: 1.11e-03
2024-05-08 21:49:19 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.060, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-08 21:50:00 transreid.train INFO: Epoch 91 done. Time per epoch: 323.201[s] Speed: 36.2[samples/s]
2024-05-08 21:50:18 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.086, Acc: 1.000, Base Lr: 1.04e-03
2024-05-08 21:50:35 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 0.082, Acc: 0.998, Base Lr: 1.04e-03
2024-05-08 21:50:53 transreid.train INFO: Epoch[92] Iter[30/186] Loss: 0.066, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-08 21:55:22 transreid.train INFO: Epoch 92 done. Time per epoch: 322.678[s] Speed: 36.3[samples/s]
2024-05-08 21:55:40 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.071, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-08 22:00:05 transreid.train INFO: Epoch[93] Iter[160/186] Loss: 0.056, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-08 22:00:45 transreid.train INFO: Epoch 93 done. Time per epoch: 322.974[s] Speed: 36.3[samples/s]
2024-05-08 22:01:03 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.066, Acc: 0.997, Base Lr: 9.06e-04
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2024-05-08 22:06:08 transreid.train INFO: Epoch 94 done. Time per epoch: 322.355[s] Speed: 36.3[samples/s]
2024-05-08 22:06:26 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.039, Acc: 1.000, Base Lr: 8.41e-04
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2024-05-08 22:08:47 transreid.train INFO: Epoch[95] Iter[90/186] Loss: 0.054, Acc: 0.998, Base Lr: 8.41e-04
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2024-05-08 22:11:07 transreid.train INFO: Epoch[95] Iter[170/186] Loss: 0.048, Acc: 0.998, Base Lr: 8.41e-04
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2024-05-08 22:11:32 transreid.train INFO: Epoch 95 done. Time per epoch: 323.982[s] Speed: 36.3[samples/s]
2024-05-08 22:11:50 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.072, Acc: 0.995, Base Lr: 7.78e-04
2024-05-08 22:12:07 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.083, Acc: 0.996, Base Lr: 7.78e-04
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2024-05-08 22:15:56 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.062, Acc: 0.998, Base Lr: 7.78e-04
2024-05-08 22:16:14 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.061, Acc: 0.998, Base Lr: 7.78e-04
2024-05-08 22:16:31 transreid.train INFO: Epoch[96] Iter[170/186] Loss: 0.059, Acc: 0.998, Base Lr: 7.78e-04
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2024-05-08 22:16:54 transreid.train INFO: Epoch 96 done. Time per epoch: 322.761[s] Speed: 36.3[samples/s]
2024-05-08 22:17:12 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.079, Acc: 0.998, Base Lr: 7.18e-04
2024-05-08 22:17:30 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.059, Acc: 0.999, Base Lr: 7.18e-04
2024-05-08 22:17:48 transreid.train INFO: Epoch[97] Iter[30/186] Loss: 0.057, Acc: 0.999, Base Lr: 7.18e-04
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2024-05-08 22:18:41 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.058, Acc: 0.998, Base Lr: 7.18e-04
2024-05-08 22:18:58 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.060, Acc: 0.998, Base Lr: 7.18e-04
2024-05-08 22:19:16 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.060, Acc: 0.998, Base Lr: 7.18e-04
2024-05-08 22:19:34 transreid.train INFO: Epoch[97] Iter[90/186] Loss: 0.061, Acc: 0.997, Base Lr: 7.18e-04
2024-05-08 22:19:51 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.063, Acc: 0.997, Base Lr: 7.18e-04
2024-05-08 22:20:08 transreid.train INFO: Epoch[97] Iter[110/186] Loss: 0.063, Acc: 0.997, Base Lr: 7.18e-04
2024-05-08 22:20:26 transreid.train INFO: Epoch[97] Iter[120/186] Loss: 0.061, Acc: 0.997, Base Lr: 7.18e-04
2024-05-08 22:20:43 transreid.train INFO: Epoch[97] Iter[130/186] Loss: 0.063, Acc: 0.997, Base Lr: 7.18e-04
2024-05-08 22:21:01 transreid.train INFO: Epoch[97] Iter[140/186] Loss: 0.061, Acc: 0.997, Base Lr: 7.18e-04
2024-05-08 22:21:18 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.059, Acc: 0.998, Base Lr: 7.18e-04
2024-05-08 22:21:36 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.058, Acc: 0.997, Base Lr: 7.18e-04
2024-05-08 22:21:54 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.056, Acc: 0.998, Base Lr: 7.18e-04
2024-05-08 22:22:11 transreid.train INFO: Epoch[97] Iter[180/186] Loss: 0.054, Acc: 0.998, Base Lr: 7.18e-04
2024-05-08 22:22:18 transreid.train INFO: Epoch 97 done. Time per epoch: 324.027[s] Speed: 36.3[samples/s]
2024-05-08 22:22:36 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.040, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 22:22:54 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.044, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 22:23:12 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.055, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 22:23:29 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.055, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 22:23:47 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.054, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 22:24:05 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.060, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 22:24:22 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.058, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 22:24:40 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.057, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 22:24:57 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.056, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 22:25:15 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.056, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 22:25:33 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.057, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 22:25:50 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.056, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 22:26:08 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.057, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 22:26:26 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.055, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 22:26:43 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.055, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 22:27:01 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.053, Acc: 0.998, Base Lr: 6.60e-04
2024-05-08 22:27:18 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.054, Acc: 0.998, Base Lr: 6.60e-04
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2024-05-08 22:27:43 transreid.train INFO: Epoch 98 done. Time per epoch: 324.788[s] Speed: 36.3[samples/s]
2024-05-08 22:28:01 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.057, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 22:28:19 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.061, Acc: 0.997, Base Lr: 6.04e-04
2024-05-08 22:28:35 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.054, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 22:28:53 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.058, Acc: 0.997, Base Lr: 6.04e-04
2024-05-08 22:29:12 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.057, Acc: 0.997, Base Lr: 6.04e-04
2024-05-08 22:29:30 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.058, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 22:29:48 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.056, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 22:30:06 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.055, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 22:30:24 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.053, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 22:30:43 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.053, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 22:30:53 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.052, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 22:31:11 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.050, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 22:31:28 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.048, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 22:31:46 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.047, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 22:32:04 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.047, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 22:32:21 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.046, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 22:32:39 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.047, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 22:32:56 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.046, Acc: 0.998, Base Lr: 6.04e-04
2024-05-08 22:33:03 transreid.train INFO: Epoch 99 done. Time per epoch: 320.329[s] Speed: 36.8[samples/s]
2024-05-08 22:33:22 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.085, Acc: 1.000, Base Lr: 5.51e-04
2024-05-08 22:33:39 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.082, Acc: 0.999, Base Lr: 5.51e-04
2024-05-08 22:33:57 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.068, Acc: 0.999, Base Lr: 5.51e-04
2024-05-08 22:34:14 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.067, Acc: 0.999, Base Lr: 5.51e-04
2024-05-08 22:34:32 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.063, Acc: 0.999, Base Lr: 5.51e-04
2024-05-08 22:34:50 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.065, Acc: 0.999, Base Lr: 5.51e-04
2024-05-08 22:35:07 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.062, Acc: 0.999, Base Lr: 5.51e-04
2024-05-08 22:35:25 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.066, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 22:35:42 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.066, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 22:36:00 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.065, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 22:36:18 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.062, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 22:36:35 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.060, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 22:36:53 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.059, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 22:37:10 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.058, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 22:37:28 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.058, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 22:37:46 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.058, Acc: 0.998, Base Lr: 5.51e-04
2024-05-08 22:38:03 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.058, Acc: 0.998, Base Lr: 5.51e-04
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2024-05-08 22:38:28 transreid.train INFO: Epoch 100 done. Time per epoch: 324.510[s] Speed: 36.3[samples/s]
2024-05-08 22:39:58 transreid.train INFO: Validation Results - Epoch: 100
2024-05-08 22:39:58 transreid.train INFO: mAP: 77.9%
2024-05-08 22:39:58 transreid.train INFO: CMC curve, Rank-1  :91.1%
2024-05-08 22:39:58 transreid.train INFO: CMC curve, Rank-5  :96.6%
2024-05-08 22:39:58 transreid.train INFO: CMC curve, Rank-10 :98.0%
2024-05-08 22:40:16 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.072, Acc: 0.997, Base Lr: 5.00e-04
2024-05-08 22:40:34 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.069, Acc: 0.998, Base Lr: 5.00e-04
2024-05-08 22:40:51 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.065, Acc: 0.998, Base Lr: 5.00e-04
2024-05-08 22:41:09 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.061, Acc: 0.999, Base Lr: 5.00e-04
2024-05-08 22:41:26 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.057, Acc: 0.999, Base Lr: 5.00e-04
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2024-05-08 22:42:02 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.061, Acc: 0.998, Base Lr: 5.00e-04
2024-05-08 22:42:19 transreid.train INFO: Epoch[101] Iter[80/186] Loss: 0.064, Acc: 0.997, Base Lr: 5.00e-04
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2024-05-08 22:43:12 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.066, Acc: 0.997, Base Lr: 5.00e-04
2024-05-08 22:43:30 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.063, Acc: 0.998, Base Lr: 5.00e-04
2024-05-08 22:43:47 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.065, Acc: 0.997, Base Lr: 5.00e-04
2024-05-08 22:44:05 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.063, Acc: 0.998, Base Lr: 5.00e-04
2024-05-08 22:44:23 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.062, Acc: 0.998, Base Lr: 5.00e-04
2024-05-08 22:44:40 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.061, Acc: 0.997, Base Lr: 5.00e-04
2024-05-08 22:44:58 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.060, Acc: 0.997, Base Lr: 5.00e-04
2024-05-08 22:45:15 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.059, Acc: 0.998, Base Lr: 5.00e-04
2024-05-08 22:45:21 transreid.train INFO: Epoch 101 done. Time per epoch: 322.978[s] Speed: 36.3[samples/s]
2024-05-08 22:45:39 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.055, Acc: 1.000, Base Lr: 4.51e-04
2024-05-08 22:45:57 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.072, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 22:46:14 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.069, Acc: 0.996, Base Lr: 4.51e-04
2024-05-08 22:46:32 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.066, Acc: 0.997, Base Lr: 4.51e-04
2024-05-08 22:46:49 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.066, Acc: 0.997, Base Lr: 4.51e-04
2024-05-08 22:47:07 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.064, Acc: 0.997, Base Lr: 4.51e-04
2024-05-08 22:47:25 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.064, Acc: 0.997, Base Lr: 4.51e-04
2024-05-08 22:47:42 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.059, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 22:48:00 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.058, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 22:48:17 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.059, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 22:48:35 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.061, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 22:48:52 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.061, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 22:49:10 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.059, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 22:49:27 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.058, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 22:49:45 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.056, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 22:50:03 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.056, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 22:50:20 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.056, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 22:50:38 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.054, Acc: 0.998, Base Lr: 4.51e-04
2024-05-08 22:50:43 transreid.train INFO: Epoch 102 done. Time per epoch: 322.320[s] Speed: 36.3[samples/s]
2024-05-08 22:51:01 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.075, Acc: 0.998, Base Lr: 4.05e-04
2024-05-08 22:51:19 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.070, Acc: 0.998, Base Lr: 4.05e-04
2024-05-08 22:51:36 transreid.train INFO: Epoch[103] Iter[30/186] Loss: 0.059, Acc: 0.998, Base Lr: 4.05e-04
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2024-05-08 22:52:12 transreid.train INFO: Epoch[103] Iter[50/186] Loss: 0.064, Acc: 0.998, Base Lr: 4.05e-04
2024-05-08 22:52:29 transreid.train INFO: Epoch[103] Iter[60/186] Loss: 0.068, Acc: 0.998, Base Lr: 4.05e-04
2024-05-08 22:52:47 transreid.train INFO: Epoch[103] Iter[70/186] Loss: 0.068, Acc: 0.998, Base Lr: 4.05e-04
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2024-05-08 22:56:07 transreid.train INFO: Epoch 103 done. Time per epoch: 324.412[s] Speed: 36.3[samples/s]
2024-05-08 22:56:26 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.057, Acc: 0.995, Base Lr: 3.61e-04
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2024-05-08 23:01:31 transreid.train INFO: Epoch 104 done. Time per epoch: 324.000[s] Speed: 36.3[samples/s]
2024-05-08 23:01:50 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.063, Acc: 1.000, Base Lr: 3.20e-04
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2024-05-08 23:06:54 transreid.train INFO: Epoch 105 done. Time per epoch: 322.593[s] Speed: 36.3[samples/s]
2024-05-08 23:07:12 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.81e-04
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2024-05-08 23:12:19 transreid.train INFO: Epoch 106 done. Time per epoch: 324.900[s] Speed: 36.2[samples/s]
2024-05-08 23:12:37 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.064, Acc: 0.998, Base Lr: 2.45e-04
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2024-05-08 23:17:43 transreid.train INFO: Epoch 107 done. Time per epoch: 323.755[s] Speed: 36.4[samples/s]
2024-05-08 23:18:01 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.034, Acc: 1.000, Base Lr: 2.11e-04
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2024-05-08 23:23:07 transreid.train INFO: Epoch 108 done. Time per epoch: 324.442[s] Speed: 36.3[samples/s]
2024-05-08 23:23:25 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.084, Acc: 0.998, Base Lr: 1.80e-04
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2024-05-08 23:28:31 transreid.train INFO: Epoch 109 done. Time per epoch: 323.847[s] Speed: 36.4[samples/s]
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2024-05-08 23:33:53 transreid.train INFO: Epoch 110 done. Time per epoch: 322.084[s] Speed: 36.4[samples/s]
2024-05-08 23:34:11 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.26e-04
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2024-05-08 23:39:18 transreid.train INFO: Epoch 111 done. Time per epoch: 324.504[s] Speed: 36.3[samples/s]
2024-05-08 23:39:36 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.039, Acc: 1.000, Base Lr: 1.03e-04
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2024-05-08 23:44:42 transreid.train INFO: Epoch 112 done. Time per epoch: 323.973[s] Speed: 36.3[samples/s]
2024-05-08 23:45:00 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.083, Acc: 0.997, Base Lr: 8.28e-05
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2024-05-08 23:50:04 transreid.train INFO: Epoch 113 done. Time per epoch: 322.279[s] Speed: 36.3[samples/s]
2024-05-08 23:50:22 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.048, Acc: 1.000, Base Lr: 6.51e-05
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2024-05-08 23:55:29 transreid.train INFO: Epoch 114 done. Time per epoch: 324.913[s] Speed: 36.2[samples/s]
2024-05-08 23:55:47 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.056, Acc: 0.998, Base Lr: 5.02e-05
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2024-05-09 00:00:11 transreid.train INFO: Epoch[115] Iter[160/186] Loss: 0.048, Acc: 0.998, Base Lr: 5.02e-05
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2024-05-09 00:00:51 transreid.train INFO: Epoch 115 done. Time per epoch: 322.383[s] Speed: 36.3[samples/s]
2024-05-09 00:01:09 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.052, Acc: 1.000, Base Lr: 3.79e-05
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2024-05-09 00:06:16 transreid.train INFO: Epoch 116 done. Time per epoch: 324.659[s] Speed: 36.3[samples/s]
2024-05-09 00:06:34 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.056, Acc: 0.997, Base Lr: 2.83e-05
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2024-05-09 00:11:40 transreid.train INFO: Epoch 117 done. Time per epoch: 323.951[s] Speed: 36.4[samples/s]
2024-05-09 00:11:58 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.050, Acc: 0.995, Base Lr: 2.15e-05
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2024-05-09 00:17:03 transreid.train INFO: Epoch 118 done. Time per epoch: 323.475[s] Speed: 36.4[samples/s]
2024-05-09 00:17:21 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.062, Acc: 0.998, Base Lr: 1.74e-05
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2024-05-09 00:19:42 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.060, Acc: 0.998, Base Lr: 1.74e-05
2024-05-09 00:20:00 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.061, Acc: 0.998, Base Lr: 1.74e-05
2024-05-09 00:20:18 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.059, Acc: 0.998, Base Lr: 1.74e-05
2024-05-09 00:20:35 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.74e-05
2024-05-09 00:20:53 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.74e-05
2024-05-09 00:21:10 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.055, Acc: 0.998, Base Lr: 1.74e-05
2024-05-09 00:21:28 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.054, Acc: 0.998, Base Lr: 1.74e-05
2024-05-09 00:21:46 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.052, Acc: 0.998, Base Lr: 1.74e-05
2024-05-09 00:22:03 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.052, Acc: 0.998, Base Lr: 1.74e-05
2024-05-09 00:22:21 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.051, Acc: 0.998, Base Lr: 1.74e-05
2024-05-09 00:22:28 transreid.train INFO: Epoch 119 done. Time per epoch: 324.662[s] Speed: 36.3[samples/s]
2024-05-09 00:22:46 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.057, Acc: 0.992, Base Lr: 1.60e-05
2024-05-09 00:23:04 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.055, Acc: 0.994, Base Lr: 1.60e-05
2024-05-09 00:23:21 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.054, Acc: 0.994, Base Lr: 1.60e-05
2024-05-09 00:23:39 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.053, Acc: 0.995, Base Lr: 1.60e-05
2024-05-09 00:23:56 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.051, Acc: 0.996, Base Lr: 1.60e-05
2024-05-09 00:24:14 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.050, Acc: 0.996, Base Lr: 1.60e-05
2024-05-09 00:24:32 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.051, Acc: 0.996, Base Lr: 1.60e-05
2024-05-09 00:24:49 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.053, Acc: 0.996, Base Lr: 1.60e-05
2024-05-09 00:25:06 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.054, Acc: 0.996, Base Lr: 1.60e-05
2024-05-09 00:25:24 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.60e-05
2024-05-09 00:25:41 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.60e-05
2024-05-09 00:25:59 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.055, Acc: 0.997, Base Lr: 1.60e-05
2024-05-09 00:26:17 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.60e-05
2024-05-09 00:26:34 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.053, Acc: 0.997, Base Lr: 1.60e-05
2024-05-09 00:26:52 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.053, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 00:27:10 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.051, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 00:27:27 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 00:27:45 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.60e-05
2024-05-09 00:27:52 transreid.train INFO: Epoch 120 done. Time per epoch: 323.964[s] Speed: 36.3[samples/s]
2024-05-09 00:29:22 transreid.train INFO: Validation Results - Epoch: 120
2024-05-09 00:29:22 transreid.train INFO: mAP: 77.9%
2024-05-09 00:29:22 transreid.train INFO: CMC curve, Rank-1  :90.9%
2024-05-09 00:29:22 transreid.train INFO: CMC curve, Rank-5  :96.6%
2024-05-09 00:29:22 transreid.train INFO: CMC curve, Rank-10 :98.1%
