2024-04-28 23:16:31 transreid INFO: Saving model in the path :log/bs_exp/RepViT_m1_5_Market1501/64bs_lr0.0004_ep120_warm20_seed0
2024-04-28 23:16:31 transreid INFO: Loaded configuration file configs/market/repvit_m1_5.yml
2024-04-28 23:16:31 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: /home/ma-user/work/Datasets/ImageReID_Datasets/mixreid
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 3
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: repvit_m1_5
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/RepViT_m1_5.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/bs_exp/RepViT_m1_5_Market1501/64bs_lr0.0004_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0004
  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: 40
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-04-28 23:16:31 transreid.check INFO: Dataset statistics:
2024-04-28 23:16:31 transreid.check INFO:   ----------------------------------------
2024-04-28 23:16:31 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-28 23:16:31 transreid.check INFO:   ----------------------------------------
2024-04-28 23:16:31 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-28 23:16:31 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-28 23:16:31 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-28 23:16:31 transreid.check INFO:   ----------------------------------------
2024-04-28 23:16:36 transreid INFO: ===========using cosine learning rate=======
2024-04-28 23:16:36 transreid.train INFO: start training
2024-04-28 23:16:42 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 17.740, Acc: 0.000, Base Lr: 2.38e-05
2024-04-28 23:16:44 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 16.304, Acc: 0.001, Base Lr: 2.38e-05
2024-04-28 23:16:45 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 15.118, Acc: 0.001, Base Lr: 2.38e-05
2024-04-28 23:16:47 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 14.214, Acc: 0.001, Base Lr: 2.38e-05
2024-04-28 23:16:48 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 13.351, Acc: 0.001, Base Lr: 2.38e-05
2024-04-28 23:16:50 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 12.761, Acc: 0.001, Base Lr: 2.38e-05
2024-04-28 23:16:51 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 12.265, Acc: 0.001, Base Lr: 2.38e-05
2024-04-28 23:16:53 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 11.834, Acc: 0.001, Base Lr: 2.38e-05
2024-04-28 23:16:54 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 11.546, Acc: 0.001, Base Lr: 2.38e-05
2024-04-28 23:16:56 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 11.288, Acc: 0.001, Base Lr: 2.38e-05
2024-04-28 23:16:57 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 11.050, Acc: 0.001, Base Lr: 2.38e-05
2024-04-28 23:16:58 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 10.865, Acc: 0.001, Base Lr: 2.38e-05
2024-04-28 23:17:00 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 10.685, Acc: 0.001, Base Lr: 2.38e-05
2024-04-28 23:17:01 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 10.555, Acc: 0.001, Base Lr: 2.38e-05
2024-04-28 23:17:03 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 10.424, Acc: 0.001, Base Lr: 2.38e-05
2024-04-28 23:17:04 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 10.311, Acc: 0.001, Base Lr: 2.38e-05
2024-04-28 23:17:06 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 10.205, Acc: 0.001, Base Lr: 2.38e-05
2024-04-28 23:17:07 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 10.133, Acc: 0.001, Base Lr: 2.38e-05
2024-04-28 23:17:08 transreid.train INFO: Epoch 1 done. Time per epoch: 30.965[s] Speed: 378.2[samples/s]
2024-04-28 23:17:10 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.239, Acc: 0.003, Base Lr: 4.36e-05
2024-04-28 23:17:11 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.225, Acc: 0.005, Base Lr: 4.36e-05
2024-04-28 23:17:13 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.197, Acc: 0.003, Base Lr: 4.36e-05
2024-04-28 23:17:14 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.139, Acc: 0.002, Base Lr: 4.36e-05
2024-04-28 23:17:15 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 8.098, Acc: 0.002, Base Lr: 4.36e-05
2024-04-28 23:17:17 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.010, Acc: 0.002, Base Lr: 4.36e-05
2024-04-28 23:17:18 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.975, Acc: 0.003, Base Lr: 4.36e-05
2024-04-28 23:17:20 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.951, Acc: 0.003, Base Lr: 4.36e-05
2024-04-28 23:17:21 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.926, Acc: 0.002, Base Lr: 4.36e-05
2024-04-28 23:17:23 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.881, Acc: 0.003, Base Lr: 4.36e-05
2024-04-28 23:17:24 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.845, Acc: 0.003, Base Lr: 4.36e-05
2024-04-28 23:17:26 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.827, Acc: 0.003, Base Lr: 4.36e-05
2024-04-28 23:17:27 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.803, Acc: 0.003, Base Lr: 4.36e-05
2024-04-28 23:17:29 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.782, Acc: 0.003, Base Lr: 4.36e-05
2024-04-28 23:17:30 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.750, Acc: 0.004, Base Lr: 4.36e-05
2024-04-28 23:17:32 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.741, Acc: 0.004, Base Lr: 4.36e-05
2024-04-28 23:17:33 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.708, Acc: 0.004, Base Lr: 4.36e-05
2024-04-28 23:17:34 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.714, Acc: 0.005, Base Lr: 4.36e-05
2024-04-28 23:17:35 transreid.train INFO: Epoch 2 done. Time per epoch: 27.349[s] Speed: 428.2[samples/s]
2024-04-28 23:17:37 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.577, Acc: 0.013, Base Lr: 6.34e-05
2024-04-28 23:17:39 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.658, Acc: 0.018, Base Lr: 6.34e-05
2024-04-28 23:17:40 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.709, Acc: 0.016, Base Lr: 6.34e-05
2024-04-28 23:17:41 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.604, Acc: 0.015, Base Lr: 6.34e-05
2024-04-28 23:17:43 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.571, Acc: 0.014, Base Lr: 6.34e-05
2024-04-28 23:17:44 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.573, Acc: 0.015, Base Lr: 6.34e-05
2024-04-28 23:17:46 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.512, Acc: 0.016, Base Lr: 6.34e-05
2024-04-28 23:17:47 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.490, Acc: 0.018, Base Lr: 6.34e-05
2024-04-28 23:17:49 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.467, Acc: 0.020, Base Lr: 6.34e-05
2024-04-28 23:17:50 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.434, Acc: 0.022, Base Lr: 6.34e-05
2024-04-28 23:17:52 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.396, Acc: 0.025, Base Lr: 6.34e-05
2024-04-28 23:17:53 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.373, Acc: 0.027, Base Lr: 6.34e-05
2024-04-28 23:17:55 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.363, Acc: 0.029, Base Lr: 6.34e-05
2024-04-28 23:17:56 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.350, Acc: 0.033, Base Lr: 6.34e-05
2024-04-28 23:17:57 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.327, Acc: 0.041, Base Lr: 6.34e-05
2024-04-28 23:17:59 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.337, Acc: 0.046, Base Lr: 6.34e-05
2024-04-28 23:18:00 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.335, Acc: 0.053, Base Lr: 6.34e-05
2024-04-28 23:18:02 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.318, Acc: 0.067, Base Lr: 6.34e-05
2024-04-28 23:18:02 transreid.train INFO: Epoch 3 done. Time per epoch: 27.309[s] Speed: 428.9[samples/s]
2024-04-28 23:18:04 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 7.182, Acc: 0.069, Base Lr: 8.32e-05
2024-04-28 23:18:06 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 7.161, Acc: 0.067, Base Lr: 8.32e-05
2024-04-28 23:18:07 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 7.106, Acc: 0.075, Base Lr: 8.32e-05
2024-04-28 23:18:09 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 7.116, Acc: 0.083, Base Lr: 8.32e-05
2024-04-28 23:18:10 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 7.140, Acc: 0.083, Base Lr: 8.32e-05
2024-04-28 23:18:12 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 7.174, Acc: 0.091, Base Lr: 8.32e-05
2024-04-28 23:18:13 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 7.183, Acc: 0.096, Base Lr: 8.32e-05
2024-04-28 23:18:15 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 7.194, Acc: 0.097, Base Lr: 8.32e-05
2024-04-28 23:18:16 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 7.174, Acc: 0.105, Base Lr: 8.32e-05
2024-04-28 23:18:18 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 7.170, Acc: 0.108, Base Lr: 8.32e-05
2024-04-28 23:18:19 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 7.163, Acc: 0.115, Base Lr: 8.32e-05
2024-04-28 23:18:20 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 7.164, Acc: 0.125, Base Lr: 8.32e-05
2024-04-28 23:18:22 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 7.145, Acc: 0.135, Base Lr: 8.32e-05
2024-04-28 23:18:23 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 7.148, Acc: 0.148, Base Lr: 8.32e-05
2024-04-28 23:18:25 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 7.138, Acc: 0.160, Base Lr: 8.32e-05
2024-04-28 23:18:26 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 7.129, Acc: 0.173, Base Lr: 8.32e-05
2024-04-28 23:18:28 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 7.115, Acc: 0.189, Base Lr: 8.32e-05
2024-04-28 23:18:29 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 7.101, Acc: 0.214, Base Lr: 8.32e-05
2024-04-28 23:18:30 transreid.train INFO: Epoch 4 done. Time per epoch: 27.391[s] Speed: 427.6[samples/s]
2024-04-28 23:18:32 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 7.207, Acc: 0.134, Base Lr: 1.03e-04
2024-04-28 23:18:33 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 7.143, Acc: 0.138, Base Lr: 1.03e-04
2024-04-28 23:18:35 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 7.155, Acc: 0.148, Base Lr: 1.03e-04
2024-04-28 23:18:36 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 7.166, Acc: 0.147, Base Lr: 1.03e-04
2024-04-28 23:18:38 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 7.169, Acc: 0.147, Base Lr: 1.03e-04
2024-04-28 23:18:39 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 7.161, Acc: 0.155, Base Lr: 1.03e-04
2024-04-28 23:18:41 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 7.154, Acc: 0.166, Base Lr: 1.03e-04
2024-04-28 23:18:42 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 7.120, Acc: 0.180, Base Lr: 1.03e-04
2024-04-28 23:18:43 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 7.144, Acc: 0.193, Base Lr: 1.03e-04
2024-04-28 23:18:45 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 7.127, Acc: 0.204, Base Lr: 1.03e-04
2024-04-28 23:18:46 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 7.108, Acc: 0.212, Base Lr: 1.03e-04
2024-04-28 23:18:48 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 7.090, Acc: 0.218, Base Lr: 1.03e-04
2024-04-28 23:18:49 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 7.085, Acc: 0.228, Base Lr: 1.03e-04
2024-04-28 23:18:51 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 7.074, Acc: 0.236, Base Lr: 1.03e-04
2024-04-28 23:18:52 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 7.081, Acc: 0.249, Base Lr: 1.03e-04
2024-04-28 23:18:54 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 7.069, Acc: 0.262, Base Lr: 1.03e-04
2024-04-28 23:18:55 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 7.054, Acc: 0.277, Base Lr: 1.03e-04
2024-04-28 23:18:57 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 7.042, Acc: 0.299, Base Lr: 1.03e-04
2024-04-28 23:18:57 transreid.train INFO: Epoch 5 done. Time per epoch: 27.705[s] Speed: 425.1[samples/s]
2024-04-28 23:18:59 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 6.859, Acc: 0.147, Base Lr: 1.23e-04
2024-04-28 23:19:01 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 6.881, Acc: 0.155, Base Lr: 1.23e-04
2024-04-28 23:19:02 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 6.897, Acc: 0.165, Base Lr: 1.23e-04
2024-04-28 23:19:04 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 6.896, Acc: 0.178, Base Lr: 1.23e-04
2024-04-28 23:19:05 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 6.924, Acc: 0.187, Base Lr: 1.23e-04
2024-04-28 23:19:07 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 6.906, Acc: 0.196, Base Lr: 1.23e-04
2024-04-28 23:19:08 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 6.914, Acc: 0.206, Base Lr: 1.23e-04
2024-04-28 23:19:10 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 6.907, Acc: 0.218, Base Lr: 1.23e-04
2024-04-28 23:19:11 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 6.891, Acc: 0.233, Base Lr: 1.23e-04
2024-04-28 23:19:13 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 6.908, Acc: 0.235, Base Lr: 1.23e-04
2024-04-28 23:19:14 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 6.912, Acc: 0.245, Base Lr: 1.23e-04
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2024-04-28 23:19:17 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 6.923, Acc: 0.261, Base Lr: 1.23e-04
2024-04-28 23:19:19 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 6.918, Acc: 0.273, Base Lr: 1.23e-04
2024-04-28 23:19:20 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 6.906, Acc: 0.286, Base Lr: 1.23e-04
2024-04-28 23:19:21 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 6.895, Acc: 0.300, Base Lr: 1.23e-04
2024-04-28 23:19:23 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 6.887, Acc: 0.320, Base Lr: 1.23e-04
2024-04-28 23:19:24 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 6.879, Acc: 0.340, Base Lr: 1.23e-04
2024-04-28 23:19:25 transreid.train INFO: Epoch 6 done. Time per epoch: 27.463[s] Speed: 426.5[samples/s]
2024-04-28 23:19:27 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 7.083, Acc: 0.163, Base Lr: 1.43e-04
2024-04-28 23:19:29 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 7.054, Acc: 0.180, Base Lr: 1.43e-04
2024-04-28 23:19:30 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 6.990, Acc: 0.188, Base Lr: 1.43e-04
2024-04-28 23:19:31 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 6.962, Acc: 0.187, Base Lr: 1.43e-04
2024-04-28 23:19:33 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 6.915, Acc: 0.189, Base Lr: 1.43e-04
2024-04-28 23:19:34 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 6.898, Acc: 0.199, Base Lr: 1.43e-04
2024-04-28 23:19:36 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 6.868, Acc: 0.217, Base Lr: 1.43e-04
2024-04-28 23:19:37 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 6.871, Acc: 0.223, Base Lr: 1.43e-04
2024-04-28 23:19:39 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 6.843, Acc: 0.232, Base Lr: 1.43e-04
2024-04-28 23:19:40 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 6.836, Acc: 0.240, Base Lr: 1.43e-04
2024-04-28 23:19:42 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 6.828, Acc: 0.246, Base Lr: 1.43e-04
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2024-04-28 23:19:52 transreid.train INFO: Epoch 7 done. Time per epoch: 27.616[s] Speed: 424.1[samples/s]
2024-04-28 23:19:55 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 6.772, Acc: 0.194, Base Lr: 1.62e-04
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2024-04-28 23:20:20 transreid.train INFO: Epoch 8 done. Time per epoch: 27.358[s] Speed: 428.1[samples/s]
2024-04-28 23:20:22 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 6.576, Acc: 0.200, Base Lr: 1.82e-04
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2024-04-28 23:20:48 transreid.train INFO: Epoch 9 done. Time per epoch: 27.751[s] Speed: 424.3[samples/s]
2024-04-28 23:20:50 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 6.397, Acc: 0.181, Base Lr: 2.02e-04
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2024-04-28 23:21:15 transreid.train INFO: Epoch 10 done. Time per epoch: 27.379[s] Speed: 427.8[samples/s]
2024-04-28 23:21:17 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 6.435, Acc: 0.206, Base Lr: 2.22e-04
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2024-04-28 23:21:42 transreid.train INFO: Epoch 11 done. Time per epoch: 27.442[s] Speed: 426.8[samples/s]
2024-04-28 23:21:45 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 6.217, Acc: 0.142, Base Lr: 2.42e-04
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2024-04-28 23:22:10 transreid.train INFO: Epoch 12 done. Time per epoch: 27.506[s] Speed: 425.8[samples/s]
2024-04-28 23:22:12 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 6.183, Acc: 0.128, Base Lr: 2.61e-04
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2024-04-28 23:22:37 transreid.train INFO: Epoch 13 done. Time per epoch: 27.303[s] Speed: 429.0[samples/s]
2024-04-28 23:22:39 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 5.799, Acc: 0.184, Base Lr: 2.81e-04
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2024-04-28 23:23:05 transreid.train INFO: Epoch 14 done. Time per epoch: 27.614[s] Speed: 426.5[samples/s]
2024-04-28 23:23:07 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 5.651, Acc: 0.170, Base Lr: 3.01e-04
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2024-04-28 23:23:32 transreid.train INFO: Epoch 15 done. Time per epoch: 27.377[s] Speed: 427.8[samples/s]
2024-04-28 23:23:34 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 5.479, Acc: 0.169, Base Lr: 3.21e-04
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2024-04-28 23:24:00 transreid.train INFO: Epoch 16 done. Time per epoch: 27.412[s] Speed: 427.3[samples/s]
2024-04-28 23:24:02 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 5.126, Acc: 0.242, Base Lr: 3.41e-04
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2024-04-28 23:24:27 transreid.train INFO: Epoch 17 done. Time per epoch: 27.415[s] Speed: 427.2[samples/s]
2024-04-28 23:24:29 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 5.086, Acc: 0.194, Base Lr: 3.60e-04
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2024-04-28 23:24:54 transreid.train INFO: Epoch 18 done. Time per epoch: 27.155[s] Speed: 431.3[samples/s]
2024-04-28 23:24:56 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 4.808, Acc: 0.237, Base Lr: 3.80e-04
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2024-04-28 23:25:22 transreid.train INFO: Epoch 19 done. Time per epoch: 27.483[s] Speed: 428.5[samples/s]
2024-04-28 23:25:24 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 4.298, Acc: 0.330, Base Lr: 3.73e-04
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2024-04-28 23:25:49 transreid.train INFO: Epoch 20 done. Time per epoch: 27.452[s] Speed: 426.6[samples/s]
2024-04-28 23:25:51 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 4.412, Acc: 0.284, Base Lr: 3.71e-04
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2024-04-28 23:26:17 transreid.train INFO: Epoch 21 done. Time per epoch: 27.406[s] Speed: 429.7[samples/s]
2024-04-28 23:26:19 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 4.153, Acc: 0.302, Base Lr: 3.68e-04
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2024-04-28 23:26:44 transreid.train INFO: Epoch 22 done. Time per epoch: 27.462[s] Speed: 426.5[samples/s]
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2024-04-28 23:27:11 transreid.train INFO: Epoch 23 done. Time per epoch: 27.291[s] Speed: 429.1[samples/s]
2024-04-28 23:27:13 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 3.732, Acc: 0.394, Base Lr: 3.62e-04
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2024-04-28 23:27:39 transreid.train INFO: Epoch 24 done. Time per epoch: 27.785[s] Speed: 423.8[samples/s]
2024-04-28 23:27:41 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 3.809, Acc: 0.319, Base Lr: 3.59e-04
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2024-04-28 23:28:07 transreid.train INFO: Epoch 25 done. Time per epoch: 27.466[s] Speed: 426.4[samples/s]
2024-04-28 23:28:09 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 3.442, Acc: 0.422, Base Lr: 3.56e-04
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2024-04-28 23:28:35 transreid.train INFO: Epoch 26 done. Time per epoch: 28.014[s] Speed: 418.1[samples/s]
2024-04-28 23:28:37 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 3.493, Acc: 0.361, Base Lr: 3.52e-04
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2024-04-28 23:29:02 transreid.train INFO: Epoch 27 done. Time per epoch: 27.526[s] Speed: 425.5[samples/s]
2024-04-28 23:29:04 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 3.177, Acc: 0.456, Base Lr: 3.49e-04
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2024-04-28 23:29:29 transreid.train INFO: Epoch 28 done. Time per epoch: 27.373[s] Speed: 427.9[samples/s]
2024-04-28 23:29:32 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 3.284, Acc: 0.441, Base Lr: 3.45e-04
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2024-04-28 23:29:57 transreid.train INFO: Epoch 29 done. Time per epoch: 27.136[s] Speed: 431.6[samples/s]
2024-04-28 23:29:59 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 2.777, Acc: 0.541, Base Lr: 3.42e-04
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2024-04-28 23:30:24 transreid.train INFO: Epoch 30 done. Time per epoch: 27.474[s] Speed: 428.6[samples/s]
2024-04-28 23:30:26 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 2.623, Acc: 0.556, Base Lr: 3.38e-04
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2024-04-28 23:30:51 transreid.train INFO: Epoch 31 done. Time per epoch: 26.972[s] Speed: 431.9[samples/s]
2024-04-28 23:30:53 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 2.681, Acc: 0.556, Base Lr: 3.34e-04
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2024-04-28 23:31:18 transreid.train INFO: Epoch 32 done. Time per epoch: 27.006[s] Speed: 433.7[samples/s]
2024-04-28 23:31:20 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 2.554, Acc: 0.577, Base Lr: 3.30e-04
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2024-04-28 23:31:45 transreid.train INFO: Epoch 33 done. Time per epoch: 27.249[s] Speed: 432.2[samples/s]
2024-04-28 23:31:47 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 2.438, Acc: 0.561, Base Lr: 3.26e-04
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2024-04-28 23:32:13 transreid.train INFO: Epoch 34 done. Time per epoch: 27.740[s] Speed: 424.5[samples/s]
2024-04-28 23:32:15 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 2.445, Acc: 0.594, Base Lr: 3.22e-04
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2024-04-28 23:32:40 transreid.train INFO: Epoch 35 done. Time per epoch: 27.324[s] Speed: 431.0[samples/s]
2024-04-28 23:32:42 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 2.308, Acc: 0.609, Base Lr: 3.18e-04
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2024-04-28 23:33:07 transreid.train INFO: Epoch 36 done. Time per epoch: 27.106[s] Speed: 434.4[samples/s]
2024-04-28 23:33:10 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 2.308, Acc: 0.591, Base Lr: 3.13e-04
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2024-04-28 23:33:35 transreid.train INFO: Epoch 37 done. Time per epoch: 27.552[s] Speed: 427.4[samples/s]
2024-04-28 23:33:37 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 2.089, Acc: 0.658, Base Lr: 3.09e-04
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2024-04-28 23:34:02 transreid.train INFO: Epoch 38 done. Time per epoch: 27.267[s] Speed: 429.5[samples/s]
2024-04-28 23:34:04 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 2.083, Acc: 0.663, Base Lr: 3.05e-04
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2024-04-28 23:34:25 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 1.311, Acc: 0.811, Base Lr: 3.05e-04
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2024-04-28 23:34:30 transreid.train INFO: Epoch 39 done. Time per epoch: 27.526[s] Speed: 425.5[samples/s]
2024-04-28 23:34:32 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 1.964, Acc: 0.647, Base Lr: 3.00e-04
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2024-04-28 23:34:57 transreid.train INFO: Epoch 40 done. Time per epoch: 27.462[s] Speed: 426.5[samples/s]
2024-04-28 23:35:17 transreid.train INFO: Validation Results - Epoch: 40
2024-04-28 23:35:17 transreid.train INFO: mAP: 91.3%
2024-04-28 23:35:17 transreid.train INFO: CMC curve, Rank-1  :96.3%
2024-04-28 23:35:17 transreid.train INFO: CMC curve, Rank-5  :98.6%
2024-04-28 23:35:17 transreid.train INFO: CMC curve, Rank-10 :99.0%
2024-04-28 23:35:19 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 2.103, Acc: 0.636, Base Lr: 2.96e-04
2024-04-28 23:35:20 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 1.966, Acc: 0.663, Base Lr: 2.96e-04
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2024-04-28 23:35:28 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 1.645, Acc: 0.733, Base Lr: 2.96e-04
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2024-04-28 23:35:41 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 1.153, Acc: 0.839, Base Lr: 2.96e-04
2024-04-28 23:35:42 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 1.108, Acc: 0.848, Base Lr: 2.96e-04
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2024-04-28 23:35:44 transreid.train INFO: Epoch 41 done. Time per epoch: 27.878[s] Speed: 422.4[samples/s]
2024-04-28 23:35:47 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 1.920, Acc: 0.672, Base Lr: 2.91e-04
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2024-04-28 23:36:09 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 1.145, Acc: 0.843, Base Lr: 2.91e-04
2024-04-28 23:36:10 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 1.098, Acc: 0.852, Base Lr: 2.91e-04
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2024-04-28 23:36:12 transreid.train INFO: Epoch 42 done. Time per epoch: 27.578[s] Speed: 427.0[samples/s]
2024-04-28 23:36:14 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 1.968, Acc: 0.675, Base Lr: 2.86e-04
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2024-04-28 23:36:40 transreid.train INFO: Epoch 43 done. Time per epoch: 27.487[s] Speed: 428.4[samples/s]
2024-04-28 23:36:42 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 1.809, Acc: 0.691, Base Lr: 2.82e-04
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2024-04-28 23:37:07 transreid.train INFO: Epoch 44 done. Time per epoch: 27.567[s] Speed: 427.2[samples/s]
2024-04-28 23:37:09 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 1.735, Acc: 0.675, Base Lr: 2.77e-04
2024-04-28 23:37:11 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 1.630, Acc: 0.705, Base Lr: 2.77e-04
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2024-04-28 23:37:35 transreid.train INFO: Epoch 45 done. Time per epoch: 27.827[s] Speed: 420.9[samples/s]
2024-04-28 23:37:37 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 1.431, Acc: 0.791, Base Lr: 2.72e-04
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2024-04-28 23:38:02 transreid.train INFO: Epoch 46 done. Time per epoch: 27.207[s] Speed: 430.5[samples/s]
2024-04-28 23:38:04 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 1.763, Acc: 0.689, Base Lr: 2.67e-04
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2024-04-28 23:38:29 transreid.train INFO: Epoch 47 done. Time per epoch: 27.249[s] Speed: 432.2[samples/s]
2024-04-28 23:38:32 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 1.639, Acc: 0.705, Base Lr: 2.62e-04
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2024-04-28 23:38:57 transreid.train INFO: Epoch 48 done. Time per epoch: 27.326[s] Speed: 431.0[samples/s]
2024-04-28 23:38:59 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 1.564, Acc: 0.733, Base Lr: 2.57e-04
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2024-04-28 23:39:24 transreid.train INFO: Epoch 49 done. Time per epoch: 27.596[s] Speed: 424.4[samples/s]
2024-04-28 23:39:27 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 1.545, Acc: 0.755, Base Lr: 2.52e-04
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2024-04-28 23:39:52 transreid.train INFO: Epoch 50 done. Time per epoch: 27.536[s] Speed: 427.7[samples/s]
2024-04-28 23:39:54 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 1.354, Acc: 0.784, Base Lr: 2.47e-04
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2024-04-28 23:40:19 transreid.train INFO: Epoch 51 done. Time per epoch: 27.602[s] Speed: 426.6[samples/s]
2024-04-28 23:40:22 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 1.466, Acc: 0.756, Base Lr: 2.42e-04
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2024-04-28 23:40:47 transreid.train INFO: Epoch 52 done. Time per epoch: 27.817[s] Speed: 423.3[samples/s]
2024-04-28 23:40:49 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 1.546, Acc: 0.731, Base Lr: 2.37e-04
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2024-04-28 23:41:15 transreid.train INFO: Epoch 53 done. Time per epoch: 27.509[s] Speed: 428.1[samples/s]
2024-04-28 23:41:17 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 1.483, Acc: 0.764, Base Lr: 2.32e-04
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2024-04-28 23:41:42 transreid.train INFO: Epoch 54 done. Time per epoch: 27.471[s] Speed: 428.7[samples/s]
2024-04-28 23:41:45 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 1.194, Acc: 0.809, Base Lr: 2.26e-04
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2024-04-28 23:42:10 transreid.train INFO: Epoch 55 done. Time per epoch: 27.634[s] Speed: 423.8[samples/s]
2024-04-28 23:42:12 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 1.381, Acc: 0.797, Base Lr: 2.21e-04
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2024-04-28 23:42:37 transreid.train INFO: Epoch 56 done. Time per epoch: 27.496[s] Speed: 425.9[samples/s]
2024-04-28 23:42:40 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 1.184, Acc: 0.827, Base Lr: 2.16e-04
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2024-04-28 23:43:05 transreid.train INFO: Epoch 57 done. Time per epoch: 27.680[s] Speed: 425.4[samples/s]
2024-04-28 23:43:07 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 1.380, Acc: 0.767, Base Lr: 2.11e-04
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2024-04-28 23:43:33 transreid.train INFO: Epoch 58 done. Time per epoch: 27.728[s] Speed: 422.4[samples/s]
2024-04-28 23:43:35 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 1.296, Acc: 0.797, Base Lr: 2.06e-04
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2024-04-28 23:44:01 transreid.train INFO: Epoch 59 done. Time per epoch: 27.979[s] Speed: 420.9[samples/s]
2024-04-28 23:44:03 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 1.011, Acc: 0.845, Base Lr: 2.00e-04
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2024-04-28 23:44:28 transreid.train INFO: Epoch 60 done. Time per epoch: 27.374[s] Speed: 427.8[samples/s]
2024-04-28 23:44:30 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 1.260, Acc: 0.783, Base Lr: 1.95e-04
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2024-04-28 23:44:56 transreid.train INFO: Epoch 61 done. Time per epoch: 27.338[s] Speed: 430.8[samples/s]
2024-04-28 23:44:58 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 1.161, Acc: 0.823, Base Lr: 1.90e-04
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2024-04-28 23:45:23 transreid.train INFO: Epoch 62 done. Time per epoch: 27.329[s] Speed: 428.6[samples/s]
2024-04-28 23:45:25 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 1.175, Acc: 0.803, Base Lr: 1.85e-04
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2024-04-28 23:45:50 transreid.train INFO: Epoch 63 done. Time per epoch: 27.492[s] Speed: 426.0[samples/s]
2024-04-28 23:45:52 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 1.123, Acc: 0.828, Base Lr: 1.80e-04
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2024-04-28 23:46:18 transreid.train INFO: Epoch 64 done. Time per epoch: 27.504[s] Speed: 425.8[samples/s]
2024-04-28 23:46:20 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 1.151, Acc: 0.806, Base Lr: 1.74e-04
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2024-04-28 23:46:45 transreid.train INFO: Epoch 65 done. Time per epoch: 27.617[s] Speed: 426.4[samples/s]
2024-04-28 23:46:48 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.995, Acc: 0.844, Base Lr: 1.69e-04
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2024-04-28 23:47:13 transreid.train INFO: Epoch 66 done. Time per epoch: 27.336[s] Speed: 428.4[samples/s]
2024-04-28 23:47:15 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.930, Acc: 0.853, Base Lr: 1.64e-04
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2024-04-28 23:47:40 transreid.train INFO: Epoch 67 done. Time per epoch: 27.581[s] Speed: 427.0[samples/s]
2024-04-28 23:47:43 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.841, Acc: 0.872, Base Lr: 1.59e-04
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2024-04-28 23:48:08 transreid.train INFO: Epoch 68 done. Time per epoch: 27.503[s] Speed: 425.8[samples/s]
2024-04-28 23:48:10 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 1.194, Acc: 0.780, Base Lr: 1.54e-04
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2024-04-28 23:48:36 transreid.train INFO: Epoch 69 done. Time per epoch: 27.846[s] Speed: 422.9[samples/s]
2024-04-28 23:48:38 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 1.064, Acc: 0.806, Base Lr: 1.49e-04
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2024-04-28 23:49:03 transreid.train INFO: Epoch 70 done. Time per epoch: 27.437[s] Speed: 426.9[samples/s]
2024-04-28 23:49:05 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.834, Acc: 0.875, Base Lr: 1.44e-04
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2024-04-28 23:49:31 transreid.train INFO: Epoch 71 done. Time per epoch: 27.470[s] Speed: 428.7[samples/s]
2024-04-28 23:49:33 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.977, Acc: 0.828, Base Lr: 1.39e-04
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2024-04-28 23:49:58 transreid.train INFO: Epoch 72 done. Time per epoch: 27.446[s] Speed: 426.7[samples/s]
2024-04-28 23:50:00 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 1.134, Acc: 0.780, Base Lr: 1.34e-04
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2024-04-28 23:50:26 transreid.train INFO: Epoch 73 done. Time per epoch: 27.491[s] Speed: 426.0[samples/s]
2024-04-28 23:50:28 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.951, Acc: 0.836, Base Lr: 1.29e-04
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2024-04-28 23:50:53 transreid.train INFO: Epoch 74 done. Time per epoch: 27.532[s] Speed: 425.4[samples/s]
2024-04-28 23:50:55 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.849, Acc: 0.863, Base Lr: 1.24e-04
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2024-04-28 23:51:20 transreid.train INFO: Epoch 75 done. Time per epoch: 27.340[s] Speed: 428.4[samples/s]
2024-04-28 23:51:23 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.908, Acc: 0.838, Base Lr: 1.19e-04
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2024-04-28 23:51:48 transreid.train INFO: Epoch 76 done. Time per epoch: 27.335[s] Speed: 428.5[samples/s]
2024-04-28 23:51:50 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.823, Acc: 0.847, Base Lr: 1.14e-04
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2024-04-28 23:52:15 transreid.train INFO: Epoch 77 done. Time per epoch: 27.386[s] Speed: 427.7[samples/s]
2024-04-28 23:52:17 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.950, Acc: 0.828, Base Lr: 1.10e-04
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2024-04-28 23:52:43 transreid.train INFO: Epoch 78 done. Time per epoch: 27.649[s] Speed: 423.6[samples/s]
2024-04-28 23:52:45 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.871, Acc: 0.844, Base Lr: 1.05e-04
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2024-04-28 23:53:00 transreid.train INFO: Epoch[79] Iter[110/186] Loss: 0.543, Acc: 0.924, Base Lr: 1.05e-04
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2024-04-28 23:53:06 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.461, Acc: 0.940, Base Lr: 1.05e-04
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2024-04-28 23:53:10 transreid.train INFO: Epoch 79 done. Time per epoch: 27.685[s] Speed: 425.3[samples/s]
2024-04-28 23:53:13 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.772, Acc: 0.873, Base Lr: 1.01e-04
2024-04-28 23:53:14 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.753, Acc: 0.885, Base Lr: 1.01e-04
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2024-04-28 23:53:21 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.635, Acc: 0.909, Base Lr: 1.01e-04
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2024-04-28 23:53:29 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.520, Acc: 0.930, Base Lr: 1.01e-04
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2024-04-28 23:53:34 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.442, Acc: 0.946, Base Lr: 1.01e-04
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2024-04-28 23:53:38 transreid.train INFO: Epoch 80 done. Time per epoch: 27.380[s] Speed: 427.8[samples/s]
2024-04-28 23:53:57 transreid.train INFO: Validation Results - Epoch: 80
2024-04-28 23:53:57 transreid.train INFO: mAP: 92.6%
2024-04-28 23:53:57 transreid.train INFO: CMC curve, Rank-1  :96.5%
2024-04-28 23:53:57 transreid.train INFO: CMC curve, Rank-5  :98.8%
2024-04-28 23:53:57 transreid.train INFO: CMC curve, Rank-10 :99.3%
2024-04-28 23:54:00 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.948, Acc: 0.836, Base Lr: 9.61e-05
2024-04-28 23:54:01 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.784, Acc: 0.873, Base Lr: 9.61e-05
2024-04-28 23:54:03 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.736, Acc: 0.886, Base Lr: 9.61e-05
2024-04-28 23:54:04 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.717, Acc: 0.891, Base Lr: 9.61e-05
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2024-04-28 23:54:07 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.661, Acc: 0.902, Base Lr: 9.61e-05
2024-04-28 23:54:08 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.625, Acc: 0.910, Base Lr: 9.61e-05
2024-04-28 23:54:10 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.605, Acc: 0.913, Base Lr: 9.61e-05
2024-04-28 23:54:11 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.575, Acc: 0.918, Base Lr: 9.61e-05
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2024-04-28 23:54:16 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.505, Acc: 0.932, Base Lr: 9.61e-05
2024-04-28 23:54:17 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.482, Acc: 0.936, Base Lr: 9.61e-05
2024-04-28 23:54:19 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.464, Acc: 0.939, Base Lr: 9.61e-05
2024-04-28 23:54:20 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.446, Acc: 0.943, Base Lr: 9.61e-05
2024-04-28 23:54:22 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.427, Acc: 0.946, Base Lr: 9.61e-05
2024-04-28 23:54:23 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.410, Acc: 0.949, Base Lr: 9.61e-05
2024-04-28 23:54:24 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.392, Acc: 0.951, Base Lr: 9.61e-05
2024-04-28 23:54:25 transreid.train INFO: Epoch 81 done. Time per epoch: 27.744[s] Speed: 426.8[samples/s]
2024-04-28 23:54:27 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.744, Acc: 0.878, Base Lr: 9.17e-05
2024-04-28 23:54:29 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.727, Acc: 0.878, Base Lr: 9.17e-05
2024-04-28 23:54:30 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.764, Acc: 0.874, Base Lr: 9.17e-05
2024-04-28 23:54:32 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.757, Acc: 0.874, Base Lr: 9.17e-05
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2024-04-28 23:54:36 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.646, Acc: 0.901, Base Lr: 9.17e-05
2024-04-28 23:54:38 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.619, Acc: 0.906, Base Lr: 9.17e-05
2024-04-28 23:54:39 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.589, Acc: 0.913, Base Lr: 9.17e-05
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2024-04-28 23:54:46 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.472, Acc: 0.939, Base Lr: 9.17e-05
2024-04-28 23:54:48 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.451, Acc: 0.943, Base Lr: 9.17e-05
2024-04-28 23:54:49 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.431, Acc: 0.946, Base Lr: 9.17e-05
2024-04-28 23:54:51 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.411, Acc: 0.949, Base Lr: 9.17e-05
2024-04-28 23:54:52 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.393, Acc: 0.951, Base Lr: 9.17e-05
2024-04-28 23:54:53 transreid.train INFO: Epoch 82 done. Time per epoch: 27.427[s] Speed: 427.0[samples/s]
2024-04-28 23:54:55 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.853, Acc: 0.839, Base Lr: 8.73e-05
2024-04-28 23:54:56 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.762, Acc: 0.865, Base Lr: 8.73e-05
2024-04-28 23:54:58 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.718, Acc: 0.877, Base Lr: 8.73e-05
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2024-04-28 23:55:04 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.604, Acc: 0.908, Base Lr: 8.73e-05
2024-04-28 23:55:05 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.585, Acc: 0.914, Base Lr: 8.73e-05
2024-04-28 23:55:07 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.567, Acc: 0.918, Base Lr: 8.73e-05
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2024-04-28 23:55:11 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.503, Acc: 0.932, Base Lr: 8.73e-05
2024-04-28 23:55:12 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.485, Acc: 0.935, Base Lr: 8.73e-05
2024-04-28 23:55:14 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.469, Acc: 0.938, Base Lr: 8.73e-05
2024-04-28 23:55:15 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.449, Acc: 0.942, Base Lr: 8.73e-05
2024-04-28 23:55:17 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.431, Acc: 0.945, Base Lr: 8.73e-05
2024-04-28 23:55:18 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.412, Acc: 0.948, Base Lr: 8.73e-05
2024-04-28 23:55:20 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.394, Acc: 0.950, Base Lr: 8.73e-05
2024-04-28 23:55:20 transreid.train INFO: Epoch 83 done. Time per epoch: 27.575[s] Speed: 427.1[samples/s]
2024-04-28 23:55:22 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.778, Acc: 0.859, Base Lr: 8.31e-05
2024-04-28 23:55:24 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.716, Acc: 0.876, Base Lr: 8.31e-05
2024-04-28 23:55:25 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.718, Acc: 0.875, Base Lr: 8.31e-05
2024-04-28 23:55:27 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.711, Acc: 0.879, Base Lr: 8.31e-05
2024-04-28 23:55:28 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.690, Acc: 0.887, Base Lr: 8.31e-05
2024-04-28 23:55:30 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.653, Acc: 0.896, Base Lr: 8.31e-05
2024-04-28 23:55:31 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.612, Acc: 0.906, Base Lr: 8.31e-05
2024-04-28 23:55:33 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.589, Acc: 0.910, Base Lr: 8.31e-05
2024-04-28 23:55:34 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.566, Acc: 0.915, Base Lr: 8.31e-05
2024-04-28 23:55:36 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.540, Acc: 0.921, Base Lr: 8.31e-05
2024-04-28 23:55:37 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.519, Acc: 0.926, Base Lr: 8.31e-05
2024-04-28 23:55:38 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.496, Acc: 0.931, Base Lr: 8.31e-05
2024-04-28 23:55:40 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.479, Acc: 0.935, Base Lr: 8.31e-05
2024-04-28 23:55:41 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.457, Acc: 0.939, Base Lr: 8.31e-05
2024-04-28 23:55:43 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.441, Acc: 0.942, Base Lr: 8.31e-05
2024-04-28 23:55:44 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.423, Acc: 0.945, Base Lr: 8.31e-05
2024-04-28 23:55:46 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.404, Acc: 0.948, Base Lr: 8.31e-05
2024-04-28 23:55:47 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.387, Acc: 0.951, Base Lr: 8.31e-05
2024-04-28 23:55:48 transreid.train INFO: Epoch 84 done. Time per epoch: 27.522[s] Speed: 425.6[samples/s]
2024-04-28 23:55:50 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.724, Acc: 0.872, Base Lr: 7.89e-05
2024-04-28 23:55:51 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.687, Acc: 0.888, Base Lr: 7.89e-05
2024-04-28 23:55:53 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.645, Acc: 0.898, Base Lr: 7.89e-05
2024-04-28 23:55:54 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.677, Acc: 0.893, Base Lr: 7.89e-05
2024-04-28 23:55:56 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.660, Acc: 0.896, Base Lr: 7.89e-05
2024-04-28 23:55:57 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.638, Acc: 0.900, Base Lr: 7.89e-05
2024-04-28 23:55:59 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.602, Acc: 0.909, Base Lr: 7.89e-05
2024-04-28 23:56:00 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.572, Acc: 0.916, Base Lr: 7.89e-05
2024-04-28 23:56:01 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.553, Acc: 0.920, Base Lr: 7.89e-05
2024-04-28 23:56:03 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.527, Acc: 0.926, Base Lr: 7.89e-05
2024-04-28 23:56:04 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.507, Acc: 0.930, Base Lr: 7.89e-05
2024-04-28 23:56:06 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.489, Acc: 0.934, Base Lr: 7.89e-05
2024-04-28 23:56:07 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.469, Acc: 0.938, Base Lr: 7.89e-05
2024-04-28 23:56:09 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.453, Acc: 0.941, Base Lr: 7.89e-05
2024-04-28 23:56:10 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.435, Acc: 0.944, Base Lr: 7.89e-05
2024-04-28 23:56:12 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.419, Acc: 0.946, Base Lr: 7.89e-05
2024-04-28 23:56:13 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.401, Acc: 0.949, Base Lr: 7.89e-05
2024-04-28 23:56:15 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.385, Acc: 0.952, Base Lr: 7.89e-05
2024-04-28 23:56:15 transreid.train INFO: Epoch 85 done. Time per epoch: 27.413[s] Speed: 427.2[samples/s]
2024-04-28 23:56:17 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.948, Acc: 0.817, Base Lr: 7.48e-05
2024-04-28 23:56:19 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.847, Acc: 0.848, Base Lr: 7.48e-05
2024-04-28 23:56:20 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.785, Acc: 0.861, Base Lr: 7.48e-05
2024-04-28 23:56:22 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.747, Acc: 0.872, Base Lr: 7.48e-05
2024-04-28 23:56:23 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.714, Acc: 0.879, Base Lr: 7.48e-05
2024-04-28 23:56:25 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.660, Acc: 0.894, Base Lr: 7.48e-05
2024-04-28 23:56:26 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.622, Acc: 0.904, Base Lr: 7.48e-05
2024-04-28 23:56:28 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.585, Acc: 0.913, Base Lr: 7.48e-05
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2024-04-28 23:56:31 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.547, Acc: 0.920, Base Lr: 7.48e-05
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2024-04-28 23:56:34 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.495, Acc: 0.931, Base Lr: 7.48e-05
2024-04-28 23:56:35 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.472, Acc: 0.935, Base Lr: 7.48e-05
2024-04-28 23:56:36 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.452, Acc: 0.939, Base Lr: 7.48e-05
2024-04-28 23:56:38 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.433, Acc: 0.943, Base Lr: 7.48e-05
2024-04-28 23:56:39 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.414, Acc: 0.946, Base Lr: 7.48e-05
2024-04-28 23:56:41 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.396, Acc: 0.949, Base Lr: 7.48e-05
2024-04-28 23:56:42 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.379, Acc: 0.952, Base Lr: 7.48e-05
2024-04-28 23:56:43 transreid.train INFO: Epoch 86 done. Time per epoch: 27.644[s] Speed: 423.7[samples/s]
2024-04-28 23:56:45 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.795, Acc: 0.875, Base Lr: 7.08e-05
2024-04-28 23:56:46 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.738, Acc: 0.880, Base Lr: 7.08e-05
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2024-04-28 23:56:52 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.671, Acc: 0.897, Base Lr: 7.08e-05
2024-04-28 23:56:54 transreid.train INFO: Epoch[87] Iter[70/186] Loss: 0.645, Acc: 0.902, Base Lr: 7.08e-05
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2024-04-28 23:57:10 transreid.train INFO: Epoch 87 done. Time per epoch: 27.427[s] Speed: 427.0[samples/s]
2024-04-28 23:57:12 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.702, Acc: 0.881, Base Lr: 6.68e-05
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2024-04-28 23:57:37 transreid.train INFO: Epoch 88 done. Time per epoch: 27.238[s] Speed: 430.0[samples/s]
2024-04-28 23:57:40 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.811, Acc: 0.842, Base Lr: 6.30e-05
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2024-04-28 23:58:05 transreid.train INFO: Epoch 89 done. Time per epoch: 27.577[s] Speed: 427.0[samples/s]
2024-04-28 23:58:07 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.762, Acc: 0.869, Base Lr: 5.93e-05
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2024-04-28 23:58:33 transreid.train INFO: Epoch 90 done. Time per epoch: 27.568[s] Speed: 424.8[samples/s]
2024-04-28 23:58:35 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.906, Acc: 0.834, Base Lr: 5.56e-05
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2024-04-28 23:59:00 transreid.train INFO: Epoch 91 done. Time per epoch: 27.209[s] Speed: 430.4[samples/s]
2024-04-28 23:59:02 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.869, Acc: 0.861, Base Lr: 5.21e-05
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2024-04-28 23:59:27 transreid.train INFO: Epoch 92 done. Time per epoch: 27.641[s] Speed: 423.7[samples/s]
2024-04-28 23:59:30 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.677, Acc: 0.898, Base Lr: 4.86e-05
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2024-04-28 23:59:55 transreid.train INFO: Epoch 93 done. Time per epoch: 27.573[s] Speed: 424.8[samples/s]
2024-04-28 23:59:57 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.683, Acc: 0.877, Base Lr: 4.53e-05
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2024-04-29 00:00:22 transreid.train INFO: Epoch 94 done. Time per epoch: 27.356[s] Speed: 428.1[samples/s]
2024-04-29 00:00:25 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.826, Acc: 0.866, Base Lr: 4.20e-05
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2024-04-29 00:00:50 transreid.train INFO: Epoch 95 done. Time per epoch: 27.594[s] Speed: 426.8[samples/s]
2024-04-29 00:00:52 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.835, Acc: 0.855, Base Lr: 3.89e-05
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2024-04-29 00:01:17 transreid.train INFO: Epoch 96 done. Time per epoch: 27.402[s] Speed: 427.4[samples/s]
2024-04-29 00:01:20 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.802, Acc: 0.859, Base Lr: 3.59e-05
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2024-04-29 00:01:45 transreid.train INFO: Epoch 97 done. Time per epoch: 27.849[s] Speed: 422.9[samples/s]
2024-04-29 00:01:47 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.784, Acc: 0.866, Base Lr: 3.30e-05
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2024-04-29 00:02:13 transreid.train INFO: Epoch 98 done. Time per epoch: 27.315[s] Speed: 431.1[samples/s]
2024-04-29 00:02:15 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.643, Acc: 0.897, Base Lr: 3.02e-05
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2024-04-29 00:02:40 transreid.train INFO: Epoch 99 done. Time per epoch: 27.669[s] Speed: 425.6[samples/s]
2024-04-29 00:02:42 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.732, Acc: 0.875, Base Lr: 2.75e-05
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2024-04-29 00:03:08 transreid.train INFO: Epoch 100 done. Time per epoch: 27.513[s] Speed: 428.0[samples/s]
2024-04-29 00:03:10 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.731, Acc: 0.867, Base Lr: 2.50e-05
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2024-04-29 00:03:35 transreid.train INFO: Epoch 101 done. Time per epoch: 27.293[s] Speed: 429.1[samples/s]
2024-04-29 00:03:37 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.691, Acc: 0.867, Base Lr: 2.26e-05
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2024-04-29 00:04:02 transreid.train INFO: Epoch 102 done. Time per epoch: 27.251[s] Speed: 429.8[samples/s]
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2024-04-29 00:04:30 transreid.train INFO: Epoch 103 done. Time per epoch: 27.538[s] Speed: 427.6[samples/s]
2024-04-29 00:04:32 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.852, Acc: 0.834, Base Lr: 1.81e-05
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2024-04-29 00:04:58 transreid.train INFO: Epoch 104 done. Time per epoch: 27.699[s] Speed: 425.1[samples/s]
2024-04-29 00:05:00 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.856, Acc: 0.839, Base Lr: 1.60e-05
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2024-04-29 00:05:25 transreid.train INFO: Epoch 105 done. Time per epoch: 27.156[s] Speed: 431.3[samples/s]
2024-04-29 00:05:27 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.583, Acc: 0.917, Base Lr: 1.41e-05
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2024-04-29 00:05:52 transreid.train INFO: Epoch 106 done. Time per epoch: 27.778[s] Speed: 423.9[samples/s]
2024-04-29 00:05:55 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.755, Acc: 0.861, Base Lr: 1.22e-05
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2024-04-29 00:06:20 transreid.train INFO: Epoch 107 done. Time per epoch: 27.793[s] Speed: 423.7[samples/s]
2024-04-29 00:06:22 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.774, Acc: 0.856, Base Lr: 1.06e-05
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2024-04-29 00:06:48 transreid.train INFO: Epoch 108 done. Time per epoch: 27.684[s] Speed: 425.4[samples/s]
2024-04-29 00:06:50 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.833, Acc: 0.861, Base Lr: 9.02e-06
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2024-04-29 00:07:15 transreid.train INFO: Epoch 109 done. Time per epoch: 27.461[s] Speed: 428.8[samples/s]
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2024-04-29 00:07:43 transreid.train INFO: Epoch 110 done. Time per epoch: 27.559[s] Speed: 425.0[samples/s]
2024-04-29 00:07:45 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.888, Acc: 0.830, Base Lr: 6.31e-06
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2024-04-29 00:08:10 transreid.train INFO: Epoch 111 done. Time per epoch: 27.526[s] Speed: 427.8[samples/s]
2024-04-29 00:08:13 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.653, Acc: 0.887, Base Lr: 5.16e-06
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2024-04-29 00:08:38 transreid.train INFO: Epoch 112 done. Time per epoch: 27.690[s] Speed: 425.3[samples/s]
2024-04-29 00:08:40 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.881, Acc: 0.825, Base Lr: 4.14e-06
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2024-04-29 00:09:06 transreid.train INFO: Epoch 113 done. Time per epoch: 27.447[s] Speed: 426.7[samples/s]
2024-04-29 00:09:08 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.923, Acc: 0.823, Base Lr: 3.26e-06
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2024-04-29 00:09:32 transreid.train INFO: Epoch 114 done. Time per epoch: 26.898[s] Speed: 437.8[samples/s]
2024-04-29 00:09:35 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.759, Acc: 0.866, Base Lr: 2.51e-06
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2024-04-29 00:10:00 transreid.train INFO: Epoch 115 done. Time per epoch: 27.375[s] Speed: 427.8[samples/s]
2024-04-29 00:10:02 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.783, Acc: 0.864, Base Lr: 1.89e-06
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2024-04-29 00:10:28 transreid.train INFO: Epoch 116 done. Time per epoch: 27.802[s] Speed: 423.6[samples/s]
2024-04-29 00:10:30 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.785, Acc: 0.839, Base Lr: 1.42e-06
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2024-04-29 00:10:56 transreid.train INFO: Epoch 117 done. Time per epoch: 27.863[s] Speed: 422.6[samples/s]
2024-04-29 00:10:58 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.850, Acc: 0.845, Base Lr: 1.07e-06
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2024-04-29 00:11:24 transreid.train INFO: Epoch 118 done. Time per epoch: 28.060[s] Speed: 419.7[samples/s]
2024-04-29 00:11:26 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.760, Acc: 0.855, Base Lr: 8.68e-07
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2024-04-29 00:11:36 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.508, Acc: 0.928, Base Lr: 8.68e-07
2024-04-29 00:11:38 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.491, Acc: 0.930, Base Lr: 8.68e-07
2024-04-29 00:11:39 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.476, Acc: 0.933, Base Lr: 8.68e-07
2024-04-29 00:11:40 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.462, Acc: 0.936, Base Lr: 8.68e-07
2024-04-29 00:11:42 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.443, Acc: 0.940, Base Lr: 8.68e-07
2024-04-29 00:11:43 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.421, Acc: 0.944, Base Lr: 8.68e-07
2024-04-29 00:11:45 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.405, Acc: 0.947, Base Lr: 8.68e-07
2024-04-29 00:11:46 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.390, Acc: 0.950, Base Lr: 8.68e-07
2024-04-29 00:11:48 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.373, Acc: 0.953, Base Lr: 8.68e-07
2024-04-29 00:11:49 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.357, Acc: 0.955, Base Lr: 8.68e-07
2024-04-29 00:11:51 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.341, Acc: 0.957, Base Lr: 8.68e-07
2024-04-29 00:11:51 transreid.train INFO: Epoch 119 done. Time per epoch: 27.822[s] Speed: 423.3[samples/s]
2024-04-29 00:11:54 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.686, Acc: 0.886, Base Lr: 8.00e-07
2024-04-29 00:11:55 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.662, Acc: 0.892, Base Lr: 8.00e-07
2024-04-29 00:11:57 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.619, Acc: 0.904, Base Lr: 8.00e-07
2024-04-29 00:11:58 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.632, Acc: 0.900, Base Lr: 8.00e-07
2024-04-29 00:12:00 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.600, Acc: 0.906, Base Lr: 8.00e-07
2024-04-29 00:12:01 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.574, Acc: 0.911, Base Lr: 8.00e-07
2024-04-29 00:12:02 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.548, Acc: 0.918, Base Lr: 8.00e-07
2024-04-29 00:12:04 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.521, Acc: 0.924, Base Lr: 8.00e-07
2024-04-29 00:12:05 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.495, Acc: 0.930, Base Lr: 8.00e-07
2024-04-29 00:12:07 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.479, Acc: 0.934, Base Lr: 8.00e-07
2024-04-29 00:12:08 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.460, Acc: 0.938, Base Lr: 8.00e-07
2024-04-29 00:12:10 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.439, Acc: 0.942, Base Lr: 8.00e-07
2024-04-29 00:12:11 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.419, Acc: 0.945, Base Lr: 8.00e-07
2024-04-29 00:12:13 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.403, Acc: 0.948, Base Lr: 8.00e-07
2024-04-29 00:12:14 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.387, Acc: 0.951, Base Lr: 8.00e-07
2024-04-29 00:12:16 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.370, Acc: 0.954, Base Lr: 8.00e-07
2024-04-29 00:12:17 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.353, Acc: 0.957, Base Lr: 8.00e-07
2024-04-29 00:12:19 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.337, Acc: 0.959, Base Lr: 8.00e-07
2024-04-29 00:12:19 transreid.train INFO: Epoch 120 done. Time per epoch: 27.886[s] Speed: 422.3[samples/s]
2024-04-29 00:12:39 transreid.train INFO: Validation Results - Epoch: 120
2024-04-29 00:12:39 transreid.train INFO: mAP: 92.8%
2024-04-29 00:12:39 transreid.train INFO: CMC curve, Rank-1  :96.6%
2024-04-29 00:12:39 transreid.train INFO: CMC curve, Rank-5  :98.8%
2024-04-29 00:12:39 transreid.train INFO: CMC curve, Rank-10 :99.1%
