2024-04-29 04:34:59 transreid INFO: Saving model in the path :log/bs_exp/RepViT_m1_5_MSMT17/64bs_lr0.0004_ep120_warm20_seed0
2024-04-29 04:34:59 transreid INFO: Loaded configuration file configs/msmt17/repvit_m1_5.yml
2024-04-29 04:34:59 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: msmt17
  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_MSMT17/64bs_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: 
2024-04-29 04:35:00 transreid.check INFO: Dataset statistics:
2024-04-29 04:35:00 transreid.check INFO:   ----------------------------------------
2024-04-29 04:35:00 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-29 04:35:00 transreid.check INFO:   ----------------------------------------
2024-04-29 04:35:00 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-29 04:35:00 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-29 04:35:00 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-29 04:35:00 transreid.check INFO:   ----------------------------------------
2024-04-29 04:35:04 transreid INFO: ===========using cosine learning rate=======
2024-04-29 04:35:04 transreid.train INFO: start training
2024-04-29 04:35:10 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 19.970, Acc: 0.002, Base Lr: 2.38e-05
2024-04-29 04:35:11 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 19.875, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 04:35:13 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 18.760, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 04:35:14 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 17.757, Acc: 0.000, Base Lr: 2.38e-05
2024-04-29 04:35:16 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 16.921, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 04:35:17 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 16.360, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 04:35:19 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 15.789, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 04:35:20 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 15.358, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 04:35:22 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 15.021, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 04:35:23 transreid.train INFO: Epoch[1] Iter[100/486] Loss: 14.660, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 04:35:24 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 14.386, Acc: 0.001, Base Lr: 2.38e-05
2024-04-29 04:35:26 transreid.train INFO: Epoch[1] Iter[120/486] Loss: 14.115, Acc: 0.001, Base Lr: 2.38e-05
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2024-04-29 04:36:17 transreid.train INFO: Epoch 1 done. Time per epoch: 72.427[s] Speed: 419.7[samples/s]
2024-04-29 04:36:19 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 9.345, Acc: 0.000, Base Lr: 4.36e-05
2024-04-29 04:36:20 transreid.train INFO: Epoch[2] Iter[20/486] Loss: 9.442, Acc: 0.000, Base Lr: 4.36e-05
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2024-04-29 04:37:26 transreid.train INFO: Epoch 2 done. Time per epoch: 69.291[s] Speed: 438.7[samples/s]
2024-04-29 04:37:28 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 8.442, Acc: 0.019, Base Lr: 6.34e-05
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2024-04-29 04:38:35 transreid.train INFO: Epoch 3 done. Time per epoch: 69.171[s] Speed: 438.6[samples/s]
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2024-04-29 04:39:43 transreid.train INFO: Epoch 4 done. Time per epoch: 68.208[s] Speed: 443.8[samples/s]
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2024-04-29 04:40:51 transreid.train INFO: Epoch 5 done. Time per epoch: 68.030[s] Speed: 445.0[samples/s]
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2024-04-29 04:41:59 transreid.train INFO: Epoch 6 done. Time per epoch: 68.082[s] Speed: 444.6[samples/s]
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2024-04-29 04:43:08 transreid.train INFO: Epoch 7 done. Time per epoch: 68.258[s] Speed: 444.4[samples/s]
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2024-04-29 04:44:16 transreid.train INFO: Epoch 8 done. Time per epoch: 67.889[s] Speed: 445.9[samples/s]
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2024-04-29 04:45:26 transreid.train INFO: Epoch[10] Iter[10/486] Loss: 6.631, Acc: 0.083, Base Lr: 2.02e-04
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2024-04-29 04:46:32 transreid.train INFO: Epoch 10 done. Time per epoch: 68.119[s] Speed: 446.3[samples/s]
2024-04-29 04:46:34 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 6.225, Acc: 0.106, Base Lr: 2.22e-04
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2024-04-29 04:47:39 transreid.train INFO: Epoch 11 done. Time per epoch: 67.968[s] Speed: 444.4[samples/s]
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2024-04-29 04:48:49 transreid.train INFO: Epoch 12 done. Time per epoch: 69.069[s] Speed: 440.1[samples/s]
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2024-04-29 04:51:06 transreid.train INFO: Epoch 14 done. Time per epoch: 68.842[s] Speed: 440.7[samples/s]
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2024-04-29 04:52:13 transreid.train INFO: Epoch 15 done. Time per epoch: 67.888[s] Speed: 445.9[samples/s]
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2024-04-29 04:54:30 transreid.train INFO: Epoch 17 done. Time per epoch: 68.740[s] Speed: 441.3[samples/s]
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2024-04-29 04:55:39 transreid.train INFO: Epoch 18 done. Time per epoch: 68.533[s] Speed: 442.6[samples/s]
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2024-04-29 04:57:56 transreid.train INFO: Epoch 20 done. Time per epoch: 68.280[s] Speed: 444.3[samples/s]
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2024-04-29 04:59:04 transreid.train INFO: Epoch 21 done. Time per epoch: 68.124[s] Speed: 445.3[samples/s]
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2024-04-29 05:08:09 transreid.train INFO: Epoch 29 done. Time per epoch: 68.280[s] Speed: 443.3[samples/s]
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2024-04-29 05:09:17 transreid.train INFO: Epoch 30 done. Time per epoch: 68.067[s] Speed: 445.7[samples/s]
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2024-04-29 05:10:25 transreid.train INFO: Epoch 31 done. Time per epoch: 67.798[s] Speed: 446.5[samples/s]
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2024-04-29 05:11:33 transreid.train INFO: Epoch 32 done. Time per epoch: 68.082[s] Speed: 446.5[samples/s]
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2024-04-29 05:12:41 transreid.train INFO: Epoch 33 done. Time per epoch: 68.085[s] Speed: 445.6[samples/s]
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2024-04-29 05:13:49 transreid.train INFO: Epoch 34 done. Time per epoch: 67.805[s] Speed: 446.5[samples/s]
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2024-04-29 05:16:05 transreid.train INFO: Epoch 36 done. Time per epoch: 67.286[s] Speed: 448.9[samples/s]
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2024-04-29 05:17:13 transreid.train INFO: Epoch 37 done. Time per epoch: 67.995[s] Speed: 446.2[samples/s]
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2024-04-29 05:18:21 transreid.train INFO: Epoch 38 done. Time per epoch: 68.007[s] Speed: 446.1[samples/s]
2024-04-29 05:18:23 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.995, Acc: 0.864, Base Lr: 3.05e-04
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2024-04-29 05:19:29 transreid.train INFO: Epoch 39 done. Time per epoch: 68.300[s] Speed: 444.2[samples/s]
2024-04-29 05:19:31 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.954, Acc: 0.886, Base Lr: 3.00e-04
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2024-04-29 05:20:37 transreid.train INFO: Epoch 40 done. Time per epoch: 68.192[s] Speed: 445.8[samples/s]
2024-04-29 05:22:47 transreid.train INFO: Validation Results - Epoch: 40
2024-04-29 05:22:47 transreid.train INFO: mAP: 66.2%
2024-04-29 05:22:47 transreid.train INFO: CMC curve, Rank-1  :84.9%
2024-04-29 05:22:47 transreid.train INFO: CMC curve, Rank-5  :91.9%
2024-04-29 05:22:47 transreid.train INFO: CMC curve, Rank-10 :93.9%
2024-04-29 05:22:51 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.797, Acc: 0.917, Base Lr: 2.96e-04
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2024-04-29 05:25:10 transreid.train INFO: Epoch 42 done. Time per epoch: 71.272[s] Speed: 425.6[samples/s]
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2024-04-29 05:26:21 transreid.train INFO: Epoch 43 done. Time per epoch: 70.818[s] Speed: 428.4[samples/s]
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2024-04-29 05:27:32 transreid.train INFO: Epoch 44 done. Time per epoch: 71.340[s] Speed: 426.1[samples/s]
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2024-04-29 05:28:43 transreid.train INFO: Epoch 45 done. Time per epoch: 70.995[s] Speed: 426.4[samples/s]
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2024-04-29 05:29:54 transreid.train INFO: Epoch 46 done. Time per epoch: 70.859[s] Speed: 427.2[samples/s]
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2024-04-29 05:31:05 transreid.train INFO: Epoch 47 done. Time per epoch: 70.838[s] Speed: 426.4[samples/s]
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2024-04-29 05:32:16 transreid.train INFO: Epoch 48 done. Time per epoch: 71.165[s] Speed: 422.7[samples/s]
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2024-04-29 05:33:28 transreid.train INFO: Epoch 49 done. Time per epoch: 71.177[s] Speed: 425.3[samples/s]
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2024-04-29 05:34:38 transreid.train INFO: Epoch 50 done. Time per epoch: 70.948[s] Speed: 426.7[samples/s]
2024-04-29 05:34:42 transreid.train INFO: Epoch[51] Iter[10/486] Loss: 0.433, Acc: 0.953, Base Lr: 2.47e-04
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2024-04-29 05:35:50 transreid.train INFO: Epoch 51 done. Time per epoch: 71.496[s] Speed: 427.0[samples/s]
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2024-04-29 05:37:00 transreid.train INFO: Epoch 52 done. Time per epoch: 70.345[s] Speed: 432.2[samples/s]
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2024-04-29 05:38:12 transreid.train INFO: Epoch 53 done. Time per epoch: 71.628[s] Speed: 423.5[samples/s]
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2024-04-29 05:39:24 transreid.train INFO: Epoch 54 done. Time per epoch: 71.736[s] Speed: 425.6[samples/s]
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2024-04-29 05:40:34 transreid.train INFO: Epoch 55 done. Time per epoch: 69.822[s] Speed: 432.6[samples/s]
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2024-04-29 05:41:44 transreid.train INFO: Epoch 56 done. Time per epoch: 70.522[s] Speed: 428.3[samples/s]
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2024-04-29 05:42:54 transreid.train INFO: Epoch 57 done. Time per epoch: 70.244[s] Speed: 431.9[samples/s]
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2024-04-29 05:44:05 transreid.train INFO: Epoch 58 done. Time per epoch: 70.852[s] Speed: 427.3[samples/s]
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2024-04-29 05:45:17 transreid.train INFO: Epoch 59 done. Time per epoch: 71.629[s] Speed: 424.4[samples/s]
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2024-04-29 05:46:27 transreid.train INFO: Epoch 60 done. Time per epoch: 70.426[s] Speed: 428.9[samples/s]
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2024-04-29 05:47:38 transreid.train INFO: Epoch 61 done. Time per epoch: 70.628[s] Speed: 429.5[samples/s]
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2024-04-29 05:48:49 transreid.train INFO: Epoch 62 done. Time per epoch: 70.844[s] Speed: 425.5[samples/s]
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2024-04-29 05:49:59 transreid.train INFO: Epoch 63 done. Time per epoch: 70.534[s] Speed: 430.1[samples/s]
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2024-04-29 05:51:10 transreid.train INFO: Epoch 64 done. Time per epoch: 70.854[s] Speed: 428.1[samples/s]
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2024-04-29 05:52:21 transreid.train INFO: Epoch 65 done. Time per epoch: 70.813[s] Speed: 427.5[samples/s]
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2024-04-29 05:53:32 transreid.train INFO: Epoch 66 done. Time per epoch: 70.830[s] Speed: 428.3[samples/s]
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2024-04-29 05:54:42 transreid.train INFO: Epoch 67 done. Time per epoch: 70.353[s] Speed: 431.2[samples/s]
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2024-04-29 05:55:52 transreid.train INFO: Epoch 68 done. Time per epoch: 70.396[s] Speed: 430.0[samples/s]
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2024-04-29 05:57:03 transreid.train INFO: Epoch 69 done. Time per epoch: 70.929[s] Speed: 427.7[samples/s]
2024-04-29 05:57:07 transreid.train INFO: Epoch[70] Iter[10/486] Loss: 0.229, Acc: 0.988, Base Lr: 1.49e-04
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2024-04-29 05:58:14 transreid.train INFO: Epoch 70 done. Time per epoch: 70.847[s] Speed: 427.3[samples/s]
2024-04-29 05:58:18 transreid.train INFO: Epoch[71] Iter[10/486] Loss: 0.213, Acc: 0.989, Base Lr: 1.44e-04
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2024-04-29 05:59:25 transreid.train INFO: Epoch 71 done. Time per epoch: 70.360[s] Speed: 431.2[samples/s]
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2024-04-29 06:00:35 transreid.train INFO: Epoch 72 done. Time per epoch: 70.852[s] Speed: 427.3[samples/s]
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2024-04-29 06:01:46 transreid.train INFO: Epoch 73 done. Time per epoch: 70.975[s] Speed: 427.4[samples/s]
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2024-04-29 06:02:57 transreid.train INFO: Epoch 74 done. Time per epoch: 70.549[s] Speed: 430.9[samples/s]
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2024-04-29 06:04:08 transreid.train INFO: Epoch 75 done. Time per epoch: 71.501[s] Speed: 424.3[samples/s]
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2024-04-29 06:05:20 transreid.train INFO: Epoch 76 done. Time per epoch: 71.431[s] Speed: 424.7[samples/s]
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2024-04-29 06:06:31 transreid.train INFO: Epoch 77 done. Time per epoch: 71.237[s] Speed: 425.8[samples/s]
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2024-04-29 06:07:42 transreid.train INFO: Epoch 78 done. Time per epoch: 71.364[s] Speed: 425.1[samples/s]
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2024-04-29 06:08:54 transreid.train INFO: Epoch 79 done. Time per epoch: 71.333[s] Speed: 424.4[samples/s]
2024-04-29 06:08:58 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.226, Acc: 0.981, Base Lr: 1.01e-04
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2024-04-29 06:10:05 transreid.train INFO: Epoch 80 done. Time per epoch: 71.298[s] Speed: 422.8[samples/s]
2024-04-29 06:12:15 transreid.train INFO: Validation Results - Epoch: 80
2024-04-29 06:12:15 transreid.train INFO: mAP: 68.9%
2024-04-29 06:12:15 transreid.train INFO: CMC curve, Rank-1  :87.0%
2024-04-29 06:12:15 transreid.train INFO: CMC curve, Rank-5  :93.2%
2024-04-29 06:12:15 transreid.train INFO: CMC curve, Rank-10 :94.8%
2024-04-29 06:12:20 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.195, Acc: 0.994, Base Lr: 9.61e-05
2024-04-29 06:12:22 transreid.train INFO: Epoch[81] Iter[20/486] Loss: 0.198, Acc: 0.991, Base Lr: 9.61e-05
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2024-04-29 06:13:27 transreid.train INFO: Epoch 81 done. Time per epoch: 71.833[s] Speed: 423.2[samples/s]
2024-04-29 06:13:32 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.150, Acc: 0.995, Base Lr: 9.17e-05
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2024-04-29 06:14:39 transreid.train INFO: Epoch 82 done. Time per epoch: 71.365[s] Speed: 425.1[samples/s]
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2024-04-29 06:15:51 transreid.train INFO: Epoch 83 done. Time per epoch: 72.273[s] Speed: 418.9[samples/s]
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2024-04-29 06:17:02 transreid.train INFO: Epoch 84 done. Time per epoch: 71.675[s] Speed: 424.1[samples/s]
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2024-04-29 06:18:15 transreid.train INFO: Epoch 85 done. Time per epoch: 72.292[s] Speed: 417.9[samples/s]
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2024-04-29 06:19:26 transreid.train INFO: Epoch 86 done. Time per epoch: 70.893[s] Speed: 427.0[samples/s]
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2024-04-29 06:20:37 transreid.train INFO: Epoch 87 done. Time per epoch: 71.622[s] Speed: 422.7[samples/s]
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2024-04-29 06:21:49 transreid.train INFO: Epoch 88 done. Time per epoch: 71.852[s] Speed: 422.2[samples/s]
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2024-04-29 06:23:01 transreid.train INFO: Epoch 89 done. Time per epoch: 71.520[s] Speed: 424.2[samples/s]
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2024-04-29 06:24:12 transreid.train INFO: Epoch 90 done. Time per epoch: 71.528[s] Speed: 424.1[samples/s]
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2024-04-29 06:25:25 transreid.train INFO: Epoch 91 done. Time per epoch: 72.379[s] Speed: 418.2[samples/s]
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2024-04-29 06:26:36 transreid.train INFO: Epoch 92 done. Time per epoch: 71.554[s] Speed: 425.7[samples/s]
2024-04-29 06:26:41 transreid.train INFO: Epoch[93] Iter[10/486] Loss: 0.169, Acc: 0.989, Base Lr: 4.86e-05
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2024-04-29 06:27:48 transreid.train INFO: Epoch 93 done. Time per epoch: 71.448[s] Speed: 425.5[samples/s]
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2024-04-29 06:29:00 transreid.train INFO: Epoch 94 done. Time per epoch: 72.345[s] Speed: 419.3[samples/s]
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2024-04-29 06:30:11 transreid.train INFO: Epoch 95 done. Time per epoch: 71.542[s] Speed: 424.0[samples/s]
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2024-04-29 06:31:24 transreid.train INFO: Epoch 96 done. Time per epoch: 72.261[s] Speed: 419.8[samples/s]
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2024-04-29 06:32:36 transreid.train INFO: Epoch 97 done. Time per epoch: 71.810[s] Speed: 420.7[samples/s]
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2024-04-29 06:33:47 transreid.train INFO: Epoch 98 done. Time per epoch: 71.109[s] Speed: 423.0[samples/s]
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2024-04-29 06:34:59 transreid.train INFO: Epoch 99 done. Time per epoch: 72.351[s] Speed: 419.3[samples/s]
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2024-04-29 06:36:11 transreid.train INFO: Epoch 100 done. Time per epoch: 72.385[s] Speed: 419.1[samples/s]
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2024-04-29 06:37:23 transreid.train INFO: Epoch 101 done. Time per epoch: 72.010[s] Speed: 423.1[samples/s]
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2024-04-29 06:38:35 transreid.train INFO: Epoch 102 done. Time per epoch: 71.876[s] Speed: 420.3[samples/s]
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2024-04-29 06:39:47 transreid.train INFO: Epoch 103 done. Time per epoch: 72.210[s] Speed: 420.1[samples/s]
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2024-04-29 06:40:59 transreid.train INFO: Epoch 104 done. Time per epoch: 71.712[s] Speed: 421.2[samples/s]
2024-04-29 06:41:04 transreid.train INFO: Epoch[105] Iter[10/486] Loss: 0.154, Acc: 0.992, Base Lr: 1.60e-05
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2024-04-29 06:42:10 transreid.train INFO: Epoch 105 done. Time per epoch: 71.286[s] Speed: 422.9[samples/s]
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2024-04-29 06:43:23 transreid.train INFO: Epoch 106 done. Time per epoch: 72.198[s] Speed: 418.4[samples/s]
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2024-04-29 06:45:47 transreid.train INFO: Epoch 108 done. Time per epoch: 71.438[s] Speed: 423.8[samples/s]
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2024-04-29 06:46:57 transreid.train INFO: Epoch 109 done. Time per epoch: 70.837[s] Speed: 427.4[samples/s]
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2024-04-29 06:48:10 transreid.train INFO: Epoch 110 done. Time per epoch: 72.633[s] Speed: 416.8[samples/s]
2024-04-29 06:48:15 transreid.train INFO: Epoch[111] Iter[10/486] Loss: 0.168, Acc: 0.989, Base Lr: 6.31e-06
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2024-04-29 06:49:22 transreid.train INFO: Epoch 111 done. Time per epoch: 72.222[s] Speed: 419.2[samples/s]
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2024-04-29 06:50:34 transreid.train INFO: Epoch 112 done. Time per epoch: 71.935[s] Speed: 419.9[samples/s]
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2024-04-29 06:51:46 transreid.train INFO: Epoch 113 done. Time per epoch: 72.198[s] Speed: 421.1[samples/s]
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2024-04-29 06:52:58 transreid.train INFO: Epoch 114 done. Time per epoch: 71.159[s] Speed: 425.4[samples/s]
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2024-04-29 06:54:09 transreid.train INFO: Epoch 115 done. Time per epoch: 71.094[s] Speed: 425.8[samples/s]
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2024-04-29 06:55:20 transreid.train INFO: Epoch 116 done. Time per epoch: 71.797[s] Speed: 421.6[samples/s]
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2024-04-29 06:56:33 transreid.train INFO: Epoch 117 done. Time per epoch: 72.786[s] Speed: 417.7[samples/s]
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2024-04-29 06:57:45 transreid.train INFO: Epoch 118 done. Time per epoch: 71.660[s] Speed: 424.2[samples/s]
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2024-04-29 06:58:56 transreid.train INFO: Epoch 119 done. Time per epoch: 71.218[s] Speed: 426.0[samples/s]
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2024-04-29 06:59:34 transreid.train INFO: Epoch[120] Iter[240/486] Loss: 0.120, Acc: 0.994, Base Lr: 8.00e-07
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2024-04-29 06:59:36 transreid.train INFO: Epoch[120] Iter[260/486] Loss: 0.116, Acc: 0.995, Base Lr: 8.00e-07
2024-04-29 06:59:38 transreid.train INFO: Epoch[120] Iter[270/486] Loss: 0.114, Acc: 0.995, Base Lr: 8.00e-07
2024-04-29 06:59:39 transreid.train INFO: Epoch[120] Iter[280/486] Loss: 0.113, Acc: 0.995, Base Lr: 8.00e-07
2024-04-29 06:59:41 transreid.train INFO: Epoch[120] Iter[290/486] Loss: 0.111, Acc: 0.995, Base Lr: 8.00e-07
2024-04-29 06:59:42 transreid.train INFO: Epoch[120] Iter[300/486] Loss: 0.109, Acc: 0.995, Base Lr: 8.00e-07
2024-04-29 06:59:44 transreid.train INFO: Epoch[120] Iter[310/486] Loss: 0.108, Acc: 0.995, Base Lr: 8.00e-07
2024-04-29 06:59:45 transreid.train INFO: Epoch[120] Iter[320/486] Loss: 0.107, Acc: 0.995, Base Lr: 8.00e-07
2024-04-29 06:59:46 transreid.train INFO: Epoch[120] Iter[330/486] Loss: 0.106, Acc: 0.995, Base Lr: 8.00e-07
2024-04-29 06:59:48 transreid.train INFO: Epoch[120] Iter[340/486] Loss: 0.104, Acc: 0.995, Base Lr: 8.00e-07
2024-04-29 06:59:49 transreid.train INFO: Epoch[120] Iter[350/486] Loss: 0.103, Acc: 0.995, Base Lr: 8.00e-07
2024-04-29 06:59:51 transreid.train INFO: Epoch[120] Iter[360/486] Loss: 0.101, Acc: 0.995, Base Lr: 8.00e-07
2024-04-29 06:59:52 transreid.train INFO: Epoch[120] Iter[370/486] Loss: 0.100, Acc: 0.995, Base Lr: 8.00e-07
2024-04-29 06:59:54 transreid.train INFO: Epoch[120] Iter[380/486] Loss: 0.099, Acc: 0.996, Base Lr: 8.00e-07
2024-04-29 06:59:55 transreid.train INFO: Epoch[120] Iter[390/486] Loss: 0.097, Acc: 0.996, Base Lr: 8.00e-07
2024-04-29 06:59:56 transreid.train INFO: Epoch[120] Iter[400/486] Loss: 0.096, Acc: 0.996, Base Lr: 8.00e-07
2024-04-29 06:59:58 transreid.train INFO: Epoch[120] Iter[410/486] Loss: 0.095, Acc: 0.996, Base Lr: 8.00e-07
2024-04-29 06:59:59 transreid.train INFO: Epoch[120] Iter[420/486] Loss: 0.093, Acc: 0.996, Base Lr: 8.00e-07
2024-04-29 07:00:01 transreid.train INFO: Epoch[120] Iter[430/486] Loss: 0.092, Acc: 0.996, Base Lr: 8.00e-07
2024-04-29 07:00:02 transreid.train INFO: Epoch[120] Iter[440/486] Loss: 0.090, Acc: 0.996, Base Lr: 8.00e-07
2024-04-29 07:00:03 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.089, Acc: 0.996, Base Lr: 8.00e-07
2024-04-29 07:00:05 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.088, Acc: 0.996, Base Lr: 8.00e-07
2024-04-29 07:00:06 transreid.train INFO: Epoch[120] Iter[470/486] Loss: 0.087, Acc: 0.996, Base Lr: 8.00e-07
2024-04-29 07:00:07 transreid.train INFO: Epoch 120 done. Time per epoch: 71.380[s] Speed: 425.0[samples/s]
2024-04-29 07:02:23 transreid.train INFO: Validation Results - Epoch: 120
2024-04-29 07:02:23 transreid.train INFO: mAP: 69.5%
2024-04-29 07:02:23 transreid.train INFO: CMC curve, Rank-1  :87.5%
2024-04-29 07:02:23 transreid.train INFO: CMC curve, Rank-5  :93.1%
2024-04-29 07:02:23 transreid.train INFO: CMC curve, Rank-10 :94.7%
