2024-04-30 22:27:35 transreid INFO: Saving model in the path :log/transreid/msmt17/edgenext_xs_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-30 22:27:35 transreid INFO: Loaded configuration file configs/msmt17/edgenext_xs.yml
2024-04-30 22:27:35 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: msmt17
  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: 2
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: edgenext_x_small
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/edgenext_x_small.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/transreid/msmt17/edgenext_xs_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-04-30 22:27:36 transreid.check INFO: Dataset statistics:
2024-04-30 22:27:36 transreid.check INFO:   ----------------------------------------
2024-04-30 22:27:36 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-30 22:27:36 transreid.check INFO:   ----------------------------------------
2024-04-30 22:27:36 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-30 22:27:36 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-30 22:27:36 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-30 22:27:36 transreid.check INFO:   ----------------------------------------
2024-04-30 22:27:37 transreid INFO: ===========using cosine learning rate=======
2024-04-30 22:27:37 transreid.train INFO: start training
2024-04-30 22:27:41 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 11.237, Acc: 0.000, Base Lr: 4.76e-04
2024-04-30 22:27:43 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 10.706, Acc: 0.000, Base Lr: 4.76e-04
2024-04-30 22:27:45 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 10.509, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 22:27:47 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 10.289, Acc: 0.000, Base Lr: 4.76e-04
2024-04-30 22:27:50 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 10.114, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 22:27:52 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 9.895, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 22:27:54 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 9.682, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 22:27:56 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 9.497, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 22:27:59 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 9.345, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 22:28:01 transreid.train INFO: Epoch[1] Iter[100/486] Loss: 9.215, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 22:28:03 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 9.105, Acc: 0.001, Base Lr: 4.76e-04
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2024-04-30 22:29:24 transreid.train INFO: Epoch 1 done. Time per epoch: 107.375[s] Speed: 283.1[samples/s]
2024-04-30 22:29:27 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 7.733, Acc: 0.009, Base Lr: 8.72e-04
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2024-04-30 22:29:38 transreid.train INFO: Epoch[2] Iter[60/486] Loss: 7.714, Acc: 0.008, Base Lr: 8.72e-04
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2024-04-30 22:31:09 transreid.train INFO: Epoch 2 done. Time per epoch: 104.286[s] Speed: 291.5[samples/s]
2024-04-30 22:31:12 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.594, Acc: 0.008, Base Lr: 1.27e-03
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2024-04-30 22:36:21 transreid.train INFO: Epoch 5 done. Time per epoch: 103.466[s] Speed: 292.6[samples/s]
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2024-04-30 22:39:51 transreid.train INFO: Epoch 7 done. Time per epoch: 104.965[s] Speed: 289.0[samples/s]
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2024-04-30 22:41:38 transreid.train INFO: Epoch 8 done. Time per epoch: 107.145[s] Speed: 282.5[samples/s]
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2024-04-30 22:45:12 transreid.train INFO: Epoch 10 done. Time per epoch: 107.282[s] Speed: 283.4[samples/s]
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2024-04-30 22:47:01 transreid.train INFO: Epoch 11 done. Time per epoch: 108.480[s] Speed: 278.5[samples/s]
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2024-04-30 22:48:51 transreid.train INFO: Epoch 12 done. Time per epoch: 110.585[s] Speed: 274.9[samples/s]
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2024-04-30 22:52:26 transreid.train INFO: Epoch 14 done. Time per epoch: 108.523[s] Speed: 279.5[samples/s]
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2024-04-30 22:57:44 transreid.train INFO: Epoch 17 done. Time per epoch: 105.300[s] Speed: 288.1[samples/s]
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2024-04-30 23:00:20 transreid.train INFO: Epoch 18 done. Time per epoch: 155.712[s] Speed: 194.8[samples/s]
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2024-04-30 23:04:01 transreid.train INFO: Epoch 19 done. Time per epoch: 220.660[s] Speed: 137.5[samples/s]
2024-04-30 23:04:06 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 1.916, Acc: 0.695, Base Lr: 7.47e-03
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2024-04-30 23:07:42 transreid.train INFO: Epoch 20 done. Time per epoch: 221.016[s] Speed: 137.3[samples/s]
2024-04-30 23:12:06 transreid.train INFO: Validation Results - Epoch: 20
2024-04-30 23:12:06 transreid.train INFO: mAP: 21.8%
2024-04-30 23:12:06 transreid.train INFO: CMC curve, Rank-1  :47.1%
2024-04-30 23:12:06 transreid.train INFO: CMC curve, Rank-5  :63.2%
2024-04-30 23:12:06 transreid.train INFO: CMC curve, Rank-10 :69.9%
2024-04-30 23:12:13 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 1.560, Acc: 0.777, Base Lr: 7.41e-03
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2024-04-30 23:15:47 transreid.train INFO: Epoch 21 done. Time per epoch: 220.530[s] Speed: 137.6[samples/s]
2024-04-30 23:15:53 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 1.533, Acc: 0.803, Base Lr: 7.36e-03
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2024-04-30 23:19:28 transreid.train INFO: Epoch 22 done. Time per epoch: 220.955[s] Speed: 136.7[samples/s]
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2024-04-30 23:23:09 transreid.train INFO: Epoch 23 done. Time per epoch: 221.253[s] Speed: 137.1[samples/s]
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2024-04-30 23:26:51 transreid.train INFO: Epoch 24 done. Time per epoch: 222.094[s] Speed: 136.6[samples/s]
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2024-04-30 23:30:34 transreid.train INFO: Epoch 25 done. Time per epoch: 222.636[s] Speed: 136.5[samples/s]
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2024-04-30 23:34:16 transreid.train INFO: Epoch 26 done. Time per epoch: 221.746[s] Speed: 137.1[samples/s]
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2024-04-30 23:37:57 transreid.train INFO: Epoch 27 done. Time per epoch: 221.198[s] Speed: 137.4[samples/s]
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2024-04-30 23:52:36 transreid.train INFO: Epoch 31 done. Time per epoch: 219.669[s] Speed: 137.8[samples/s]
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2024-04-30 23:56:18 transreid.train INFO: Epoch 32 done. Time per epoch: 221.730[s] Speed: 137.1[samples/s]
2024-04-30 23:56:24 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.840, Acc: 0.905, Base Lr: 6.60e-03
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2024-04-30 23:59:58 transreid.train INFO: Epoch 33 done. Time per epoch: 219.981[s] Speed: 137.9[samples/s]
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2024-05-01 00:03:38 transreid.train INFO: Epoch 34 done. Time per epoch: 220.024[s] Speed: 137.6[samples/s]
2024-05-01 00:03:44 transreid.train INFO: Epoch[35] Iter[10/486] Loss: 0.723, Acc: 0.925, Base Lr: 6.44e-03
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2024-05-01 00:11:00 transreid.train INFO: Epoch 36 done. Time per epoch: 219.762[s] Speed: 137.5[samples/s]
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2024-05-01 00:14:39 transreid.train INFO: Epoch 37 done. Time per epoch: 219.257[s] Speed: 138.4[samples/s]
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2024-05-01 00:18:20 transreid.train INFO: Epoch 38 done. Time per epoch: 220.556[s] Speed: 137.5[samples/s]
2024-05-01 00:18:26 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.585, Acc: 0.936, Base Lr: 6.09e-03
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2024-05-01 00:21:58 transreid.train INFO: Epoch 39 done. Time per epoch: 218.586[s] Speed: 138.8[samples/s]
2024-05-01 00:22:05 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.560, Acc: 0.955, Base Lr: 6.00e-03
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2024-05-01 00:25:39 transreid.train INFO: Epoch 40 done. Time per epoch: 220.549[s] Speed: 137.8[samples/s]
2024-05-01 00:30:15 transreid.train INFO: Validation Results - Epoch: 40
2024-05-01 00:30:15 transreid.train INFO: mAP: 30.5%
2024-05-01 00:30:15 transreid.train INFO: CMC curve, Rank-1  :57.3%
2024-05-01 00:30:15 transreid.train INFO: CMC curve, Rank-5  :73.5%
2024-05-01 00:30:15 transreid.train INFO: CMC curve, Rank-10 :79.0%
2024-05-01 00:30:22 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.482, Acc: 0.959, Base Lr: 5.91e-03
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2024-05-01 00:30:31 transreid.train INFO: Epoch[41] Iter[30/486] Loss: 0.468, Acc: 0.970, Base Lr: 5.91e-03
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2024-05-01 00:33:56 transreid.train INFO: Epoch 41 done. Time per epoch: 220.740[s] Speed: 137.7[samples/s]
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2024-05-01 00:37:36 transreid.train INFO: Epoch 42 done. Time per epoch: 220.575[s] Speed: 137.5[samples/s]
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2024-05-01 00:41:16 transreid.train INFO: Epoch 43 done. Time per epoch: 219.464[s] Speed: 138.2[samples/s]
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2024-05-01 00:48:37 transreid.train INFO: Epoch 45 done. Time per epoch: 220.731[s] Speed: 137.1[samples/s]
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2024-05-01 00:52:17 transreid.train INFO: Epoch 46 done. Time per epoch: 220.064[s] Speed: 137.6[samples/s]
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2024-05-01 00:55:56 transreid.train INFO: Epoch 47 done. Time per epoch: 218.988[s] Speed: 137.9[samples/s]
2024-05-01 00:56:03 transreid.train INFO: Epoch[48] Iter[10/486] Loss: 0.371, Acc: 0.969, Base Lr: 5.24e-03
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2024-05-01 00:59:35 transreid.train INFO: Epoch 48 done. Time per epoch: 218.851[s] Speed: 137.4[samples/s]
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2024-05-01 01:03:15 transreid.train INFO: Epoch 49 done. Time per epoch: 219.645[s] Speed: 137.8[samples/s]
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2024-05-01 01:06:54 transreid.train INFO: Epoch 50 done. Time per epoch: 219.548[s] Speed: 137.9[samples/s]
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2024-05-01 01:10:36 transreid.train INFO: Epoch 51 done. Time per epoch: 222.241[s] Speed: 137.4[samples/s]
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2024-05-01 01:14:15 transreid.train INFO: Epoch 52 done. Time per epoch: 218.782[s] Speed: 139.0[samples/s]
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2024-05-01 01:17:55 transreid.train INFO: Epoch 53 done. Time per epoch: 220.122[s] Speed: 137.8[samples/s]
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2024-05-01 01:21:36 transreid.train INFO: Epoch 54 done. Time per epoch: 220.317[s] Speed: 138.6[samples/s]
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2024-05-01 01:25:11 transreid.train INFO: Epoch 55 done. Time per epoch: 215.059[s] Speed: 140.5[samples/s]
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2024-05-01 01:28:45 transreid.train INFO: Epoch 56 done. Time per epoch: 214.333[s] Speed: 140.9[samples/s]
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2024-05-01 01:32:20 transreid.train INFO: Epoch 57 done. Time per epoch: 215.342[s] Speed: 140.9[samples/s]
2024-05-01 01:32:27 transreid.train INFO: Epoch[58] Iter[10/486] Loss: 0.301, Acc: 0.981, Base Lr: 4.22e-03
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2024-05-01 01:35:56 transreid.train INFO: Epoch 58 done. Time per epoch: 215.790[s] Speed: 140.3[samples/s]
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2024-05-01 01:39:32 transreid.train INFO: Epoch 59 done. Time per epoch: 215.496[s] Speed: 141.1[samples/s]
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2024-05-01 01:43:07 transreid.train INFO: Epoch 60 done. Time per epoch: 214.946[s] Speed: 140.5[samples/s]
2024-05-01 01:47:49 transreid.train INFO: Validation Results - Epoch: 60
2024-05-01 01:47:49 transreid.train INFO: mAP: 33.7%
2024-05-01 01:47:49 transreid.train INFO: CMC curve, Rank-1  :59.7%
2024-05-01 01:47:49 transreid.train INFO: CMC curve, Rank-5  :75.6%
2024-05-01 01:47:49 transreid.train INFO: CMC curve, Rank-10 :80.9%
2024-05-01 01:47:56 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.217, Acc: 0.983, Base Lr: 3.90e-03
2024-05-01 01:48:01 transreid.train INFO: Epoch[61] Iter[20/486] Loss: 0.229, Acc: 0.985, Base Lr: 3.90e-03
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2024-05-01 01:51:25 transreid.train INFO: Epoch 61 done. Time per epoch: 215.986[s] Speed: 140.5[samples/s]
2024-05-01 01:51:32 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.248, Acc: 0.978, Base Lr: 3.80e-03
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2024-05-01 01:55:03 transreid.train INFO: Epoch 62 done. Time per epoch: 217.939[s] Speed: 138.3[samples/s]
2024-05-01 01:55:08 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.249, Acc: 0.978, Base Lr: 3.69e-03
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2024-05-01 02:02:10 transreid.train INFO: Epoch 64 done. Time per epoch: 215.149[s] Speed: 141.0[samples/s]
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2024-05-01 02:05:46 transreid.train INFO: Epoch 65 done. Time per epoch: 215.813[s] Speed: 140.3[samples/s]
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2024-05-01 02:23:39 transreid.train INFO: Epoch 70 done. Time per epoch: 213.022[s] Speed: 142.1[samples/s]
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2024-05-01 02:27:14 transreid.train INFO: Epoch 71 done. Time per epoch: 214.730[s] Speed: 141.3[samples/s]
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2024-05-01 02:38:00 transreid.train INFO: Epoch 74 done. Time per epoch: 216.412[s] Speed: 140.5[samples/s]
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2024-05-01 02:48:45 transreid.train INFO: Epoch 77 done. Time per epoch: 216.050[s] Speed: 140.4[samples/s]
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2024-05-01 02:55:56 transreid.train INFO: Epoch 79 done. Time per epoch: 215.635[s] Speed: 140.4[samples/s]
2024-05-01 02:56:03 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.161, Acc: 0.988, Base Lr: 2.01e-03
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2024-05-01 02:59:30 transreid.train INFO: Epoch 80 done. Time per epoch: 213.345[s] Speed: 141.3[samples/s]
2024-05-01 03:04:16 transreid.train INFO: Validation Results - Epoch: 80
2024-05-01 03:04:16 transreid.train INFO: mAP: 36.7%
2024-05-01 03:04:16 transreid.train INFO: CMC curve, Rank-1  :63.2%
2024-05-01 03:04:16 transreid.train INFO: CMC curve, Rank-5  :78.6%
2024-05-01 03:04:16 transreid.train INFO: CMC curve, Rank-10 :83.4%
2024-05-01 03:04:23 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.172, Acc: 0.994, Base Lr: 1.92e-03
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2024-05-01 03:07:51 transreid.train INFO: Epoch 81 done. Time per epoch: 214.929[s] Speed: 141.4[samples/s]
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2024-05-01 03:34:41 transreid.train INFO: Epoch 92 done. Time per epoch: 108.615[s] Speed: 280.5[samples/s]
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2024-05-01 03:36:30 transreid.train INFO: Epoch 93 done. Time per epoch: 109.081[s] Speed: 278.7[samples/s]
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2024-05-01 03:40:07 transreid.train INFO: Epoch 95 done. Time per epoch: 108.934[s] Speed: 278.5[samples/s]
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2024-05-01 03:41:56 transreid.train INFO: Epoch 96 done. Time per epoch: 108.779[s] Speed: 278.9[samples/s]
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2024-05-01 03:45:31 transreid.train INFO: Epoch 98 done. Time per epoch: 107.080[s] Speed: 280.9[samples/s]
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2024-05-01 03:47:20 transreid.train INFO: Epoch 99 done. Time per epoch: 108.558[s] Speed: 279.4[samples/s]
2024-05-01 03:47:24 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.51e-04
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2024-05-01 03:49:09 transreid.train INFO: Epoch 100 done. Time per epoch: 109.099[s] Speed: 278.1[samples/s]
2024-05-01 03:52:50 transreid.train INFO: Validation Results - Epoch: 100
2024-05-01 03:52:50 transreid.train INFO: mAP: 38.9%
2024-05-01 03:52:50 transreid.train INFO: CMC curve, Rank-1  :65.2%
2024-05-01 03:52:50 transreid.train INFO: CMC curve, Rank-5  :79.6%
2024-05-01 03:52:50 transreid.train INFO: CMC curve, Rank-10 :84.6%
2024-05-01 03:52:55 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.093, Acc: 0.997, Base Lr: 5.00e-04
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2024-05-01 03:56:27 transreid.train INFO: Epoch 102 done. Time per epoch: 108.789[s] Speed: 277.7[samples/s]
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2024-05-01 03:58:16 transreid.train INFO: Epoch 103 done. Time per epoch: 108.519[s] Speed: 279.5[samples/s]
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2024-05-01 04:03:40 transreid.train INFO: Epoch 106 done. Time per epoch: 107.607[s] Speed: 280.7[samples/s]
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2024-05-01 04:09:04 transreid.train INFO: Epoch 109 done. Time per epoch: 108.072[s] Speed: 280.1[samples/s]
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2024-05-01 04:12:39 transreid.train INFO: Epoch 111 done. Time per epoch: 107.233[s] Speed: 282.3[samples/s]
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2024-05-01 04:14:26 transreid.train INFO: Epoch 112 done. Time per epoch: 107.573[s] Speed: 280.8[samples/s]
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2024-05-01 04:18:03 transreid.train INFO: Epoch 114 done. Time per epoch: 107.689[s] Speed: 281.1[samples/s]
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2024-05-01 04:19:51 transreid.train INFO: Epoch 115 done. Time per epoch: 107.808[s] Speed: 280.8[samples/s]
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2024-05-01 04:21:39 transreid.train INFO: Epoch 116 done. Time per epoch: 108.545[s] Speed: 278.9[samples/s]
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2024-05-01 04:25:16 transreid.train INFO: Epoch 118 done. Time per epoch: 108.347[s] Speed: 280.6[samples/s]
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2024-05-01 04:27:04 transreid.train INFO: Epoch 119 done. Time per epoch: 108.022[s] Speed: 280.8[samples/s]
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2024-05-01 04:28:53 transreid.train INFO: Epoch 120 done. Time per epoch: 108.988[s] Speed: 278.3[samples/s]
2024-05-01 04:32:36 transreid.train INFO: Validation Results - Epoch: 120
2024-05-01 04:32:36 transreid.train INFO: mAP: 39.8%
2024-05-01 04:32:36 transreid.train INFO: CMC curve, Rank-1  :66.1%
2024-05-01 04:32:36 transreid.train INFO: CMC curve, Rank-5  :80.1%
2024-05-01 04:32:36 transreid.train INFO: CMC curve, Rank-10 :84.9%
