2024-05-06 12:02:21 transreid INFO: Saving model in the path :log/bs_exp/ConvNext_Tiny_Market1501/64bs_lr0.0004_ep120_warm20_seed0
2024-05-06 12:02:21 transreid INFO: Loaded configuration file configs/market/convnext_tiny.yml
2024-05-06 12:02:21 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: 1
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: convnext_tiny
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ConvNext_Tiny.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/bs_exp/ConvNext_Tiny_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: 10
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 5
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-05-06 12:02:21 transreid.check INFO: Dataset statistics:
2024-05-06 12:02:21 transreid.check INFO:   ----------------------------------------
2024-05-06 12:02:21 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-06 12:02:21 transreid.check INFO:   ----------------------------------------
2024-05-06 12:02:21 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-06 12:02:21 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-06 12:02:21 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-06 12:02:21 transreid.check INFO:   ----------------------------------------
2024-05-06 12:02:24 transreid INFO: ===========using cosine learning rate=======
2024-05-06 12:02:24 transreid.train INFO: start training
2024-05-06 12:02:28 transreid.train INFO: Epoch[1] Iter[5/186] Loss: 16.868, Acc: 0.000, Base Lr: 2.38e-05
2024-05-06 12:02:28 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 16.909, Acc: 0.000, Base Lr: 2.38e-05
2024-05-06 12:02:29 transreid.train INFO: Epoch[1] Iter[15/186] Loss: 16.084, Acc: 0.000, Base Lr: 2.38e-05
2024-05-06 12:02:30 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 15.168, Acc: 0.000, Base Lr: 2.38e-05
2024-05-06 12:02:30 transreid.train INFO: Epoch[1] Iter[25/186] Loss: 14.223, Acc: 0.001, Base Lr: 2.38e-05
2024-05-06 12:02:31 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 13.513, Acc: 0.001, Base Lr: 2.38e-05
2024-05-06 12:02:31 transreid.train INFO: Epoch[1] Iter[35/186] Loss: 13.096, Acc: 0.000, Base Lr: 2.38e-05
2024-05-06 12:02:32 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 12.711, Acc: 0.001, Base Lr: 2.38e-05
2024-05-06 12:02:33 transreid.train INFO: Epoch[1] Iter[45/186] Loss: 12.422, Acc: 0.002, Base Lr: 2.38e-05
2024-05-06 12:02:33 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 12.091, Acc: 0.002, Base Lr: 2.38e-05
2024-05-06 12:02:34 transreid.train INFO: Epoch[1] Iter[55/186] Loss: 11.823, Acc: 0.001, Base Lr: 2.38e-05
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2024-05-06 12:02:35 transreid.train INFO: Epoch[1] Iter[65/186] Loss: 11.367, Acc: 0.001, Base Lr: 2.38e-05
2024-05-06 12:02:36 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 11.140, Acc: 0.001, Base Lr: 2.38e-05
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2024-05-06 12:02:50 transreid.train INFO: Epoch 1 done. Time per epoch: 25.735[s] Speed: 455.1[samples/s]
2024-05-06 12:02:51 transreid.train INFO: Epoch[2] Iter[5/186] Loss: 8.202, Acc: 0.003, Base Lr: 4.36e-05
2024-05-06 12:02:52 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.033, Acc: 0.002, Base Lr: 4.36e-05
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2024-05-06 12:03:13 transreid.train INFO: Epoch 2 done. Time per epoch: 23.322[s] Speed: 502.2[samples/s]
2024-05-06 12:03:14 transreid.train INFO: Epoch[3] Iter[5/186] Loss: 7.178, Acc: 0.016, Base Lr: 6.34e-05
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2024-05-06 12:03:19 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.143, Acc: 0.030, Base Lr: 6.34e-05
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2024-05-06 12:03:37 transreid.train INFO: Epoch 3 done. Time per epoch: 23.415[s] Speed: 500.2[samples/s]
2024-05-06 12:03:38 transreid.train INFO: Epoch[4] Iter[5/186] Loss: 6.969, Acc: 0.103, Base Lr: 8.32e-05
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2024-05-06 12:04:24 transreid.train INFO: Epoch 5 done. Time per epoch: 23.505[s] Speed: 501.0[samples/s]
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2024-05-06 12:04:47 transreid.train INFO: Epoch 6 done. Time per epoch: 23.397[s] Speed: 500.6[samples/s]
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2024-05-06 12:05:34 transreid.train INFO: Epoch 8 done. Time per epoch: 23.448[s] Speed: 499.5[samples/s]
2024-05-06 12:05:35 transreid.train INFO: Epoch[9] Iter[5/186] Loss: 6.260, Acc: 0.144, Base Lr: 1.82e-04
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2024-05-06 12:05:57 transreid.train INFO: Epoch 9 done. Time per epoch: 23.445[s] Speed: 502.3[samples/s]
2024-05-06 12:05:59 transreid.train INFO: Epoch[10] Iter[5/186] Loss: 5.891, Acc: 0.147, Base Lr: 2.02e-04
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2024-05-06 12:06:21 transreid.train INFO: Epoch 10 done. Time per epoch: 23.398[s] Speed: 500.5[samples/s]
2024-05-06 12:06:45 transreid.train INFO: Validation Results - Epoch: 10
2024-05-06 12:06:45 transreid.train INFO: mAP: 84.1%
2024-05-06 12:06:45 transreid.train INFO: CMC curve, Rank-1  :93.1%
2024-05-06 12:06:45 transreid.train INFO: CMC curve, Rank-5  :97.5%
2024-05-06 12:06:45 transreid.train INFO: CMC curve, Rank-10 :98.5%
2024-05-06 12:06:46 transreid.train INFO: Epoch[11] Iter[5/186] Loss: 5.806, Acc: 0.150, Base Lr: 2.22e-04
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2024-05-06 12:07:08 transreid.train INFO: Epoch 11 done. Time per epoch: 23.633[s] Speed: 495.6[samples/s]
2024-05-06 12:07:10 transreid.train INFO: Epoch[12] Iter[5/186] Loss: 5.351, Acc: 0.172, Base Lr: 2.42e-04
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2024-05-06 12:07:32 transreid.train INFO: Epoch 12 done. Time per epoch: 23.500[s] Speed: 498.4[samples/s]
2024-05-06 12:07:33 transreid.train INFO: Epoch[13] Iter[5/186] Loss: 5.542, Acc: 0.150, Base Lr: 2.61e-04
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2024-05-06 12:07:55 transreid.train INFO: Epoch 13 done. Time per epoch: 23.424[s] Speed: 500.0[samples/s]
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2024-05-06 12:08:19 transreid.train INFO: Epoch 14 done. Time per epoch: 23.578[s] Speed: 499.4[samples/s]
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2024-05-06 12:08:42 transreid.train INFO: Epoch 15 done. Time per epoch: 23.406[s] Speed: 500.4[samples/s]
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2024-05-06 12:09:53 transreid.train INFO: Epoch 18 done. Time per epoch: 23.583[s] Speed: 496.6[samples/s]
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2024-05-06 12:10:40 transreid.train INFO: Epoch 20 done. Time per epoch: 23.581[s] Speed: 496.7[samples/s]
2024-05-06 12:11:04 transreid.train INFO: Validation Results - Epoch: 20
2024-05-06 12:11:04 transreid.train INFO: mAP: 87.5%
2024-05-06 12:11:04 transreid.train INFO: CMC curve, Rank-1  :94.7%
2024-05-06 12:11:04 transreid.train INFO: CMC curve, Rank-5  :98.0%
2024-05-06 12:11:04 transreid.train INFO: CMC curve, Rank-10 :99.0%
2024-05-06 12:11:05 transreid.train INFO: Epoch[21] Iter[5/186] Loss: 3.598, Acc: 0.394, Base Lr: 3.71e-04
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2024-05-06 12:11:28 transreid.train INFO: Epoch 21 done. Time per epoch: 23.741[s] Speed: 496.0[samples/s]
2024-05-06 12:11:29 transreid.train INFO: Epoch[22] Iter[5/186] Loss: 3.300, Acc: 0.428, Base Lr: 3.68e-04
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2024-05-06 12:11:51 transreid.train INFO: Epoch 22 done. Time per epoch: 23.436[s] Speed: 499.7[samples/s]
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2024-05-06 12:12:15 transreid.train INFO: Epoch 23 done. Time per epoch: 23.599[s] Speed: 496.3[samples/s]
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2024-05-06 12:12:39 transreid.train INFO: Epoch 24 done. Time per epoch: 23.829[s] Speed: 494.2[samples/s]
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2024-05-06 12:13:02 transreid.train INFO: Epoch 25 done. Time per epoch: 23.609[s] Speed: 496.1[samples/s]
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2024-05-06 12:13:26 transreid.train INFO: Epoch 26 done. Time per epoch: 23.556[s] Speed: 497.2[samples/s]
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2024-05-06 12:13:50 transreid.train INFO: Epoch 27 done. Time per epoch: 23.711[s] Speed: 493.9[samples/s]
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2024-05-06 12:14:13 transreid.train INFO: Epoch 28 done. Time per epoch: 23.668[s] Speed: 494.8[samples/s]
2024-05-06 12:14:14 transreid.train INFO: Epoch[29] Iter[5/186] Loss: 2.196, Acc: 0.584, Base Lr: 3.45e-04
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2024-05-06 12:14:37 transreid.train INFO: Epoch 29 done. Time per epoch: 23.518[s] Speed: 498.0[samples/s]
2024-05-06 12:14:38 transreid.train INFO: Epoch[30] Iter[5/186] Loss: 2.143, Acc: 0.675, Base Lr: 3.42e-04
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2024-05-06 12:15:00 transreid.train INFO: Epoch 30 done. Time per epoch: 23.495[s] Speed: 501.2[samples/s]
2024-05-06 12:15:25 transreid.train INFO: Validation Results - Epoch: 30
2024-05-06 12:15:25 transreid.train INFO: mAP: 89.6%
2024-05-06 12:15:25 transreid.train INFO: CMC curve, Rank-1  :95.6%
2024-05-06 12:15:25 transreid.train INFO: CMC curve, Rank-5  :98.3%
2024-05-06 12:15:25 transreid.train INFO: CMC curve, Rank-10 :99.1%
2024-05-06 12:15:26 transreid.train INFO: Epoch[31] Iter[5/186] Loss: 1.872, Acc: 0.709, Base Lr: 3.38e-04
2024-05-06 12:15:27 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 1.865, Acc: 0.702, Base Lr: 3.38e-04
2024-05-06 12:15:27 transreid.train INFO: Epoch[31] Iter[15/186] Loss: 1.825, Acc: 0.696, Base Lr: 3.38e-04
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2024-05-06 12:15:48 transreid.train INFO: Epoch 31 done. Time per epoch: 23.454[s] Speed: 496.6[samples/s]
2024-05-06 12:15:49 transreid.train INFO: Epoch[32] Iter[5/186] Loss: 1.830, Acc: 0.706, Base Lr: 3.34e-04
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2024-05-06 12:16:35 transreid.train INFO: Epoch 33 done. Time per epoch: 23.580[s] Speed: 499.4[samples/s]
2024-05-06 12:16:36 transreid.train INFO: Epoch[34] Iter[5/186] Loss: 1.950, Acc: 0.600, Base Lr: 3.26e-04
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2024-05-06 12:16:59 transreid.train INFO: Epoch 34 done. Time per epoch: 23.565[s] Speed: 499.7[samples/s]
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2024-05-06 12:17:22 transreid.train INFO: Epoch 35 done. Time per epoch: 23.471[s] Speed: 501.7[samples/s]
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2024-05-06 12:17:46 transreid.train INFO: Epoch 36 done. Time per epoch: 23.645[s] Speed: 498.0[samples/s]
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2024-05-06 12:18:09 transreid.train INFO: Epoch 37 done. Time per epoch: 23.701[s] Speed: 496.9[samples/s]
2024-05-06 12:18:11 transreid.train INFO: Epoch[38] Iter[5/186] Loss: 1.611, Acc: 0.747, Base Lr: 3.09e-04
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2024-05-06 12:18:33 transreid.train INFO: Epoch 38 done. Time per epoch: 23.689[s] Speed: 494.4[samples/s]
2024-05-06 12:18:34 transreid.train INFO: Epoch[39] Iter[5/186] Loss: 1.588, Acc: 0.762, Base Lr: 3.05e-04
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2024-05-06 12:18:57 transreid.train INFO: Epoch 39 done. Time per epoch: 23.634[s] Speed: 495.6[samples/s]
2024-05-06 12:18:58 transreid.train INFO: Epoch[40] Iter[5/186] Loss: 1.220, Acc: 0.822, Base Lr: 3.00e-04
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2024-05-06 12:19:20 transreid.train INFO: Epoch 40 done. Time per epoch: 23.504[s] Speed: 498.3[samples/s]
2024-05-06 12:19:45 transreid.train INFO: Validation Results - Epoch: 40
2024-05-06 12:19:45 transreid.train INFO: mAP: 90.5%
2024-05-06 12:19:45 transreid.train INFO: CMC curve, Rank-1  :95.9%
2024-05-06 12:19:45 transreid.train INFO: CMC curve, Rank-5  :98.5%
2024-05-06 12:19:45 transreid.train INFO: CMC curve, Rank-10 :99.1%
2024-05-06 12:19:46 transreid.train INFO: Epoch[41] Iter[5/186] Loss: 1.423, Acc: 0.759, Base Lr: 2.96e-04
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2024-05-06 12:20:33 transreid.train INFO: Epoch 42 done. Time per epoch: 23.894[s] Speed: 492.8[samples/s]
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2024-05-06 12:20:57 transreid.train INFO: Epoch 43 done. Time per epoch: 23.818[s] Speed: 494.4[samples/s]
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2024-05-06 12:21:21 transreid.train INFO: Epoch 44 done. Time per epoch: 23.961[s] Speed: 491.5[samples/s]
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2024-05-06 12:21:44 transreid.train INFO: Epoch 45 done. Time per epoch: 23.678[s] Speed: 494.6[samples/s]
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2024-05-06 12:22:08 transreid.train INFO: Epoch 46 done. Time per epoch: 23.617[s] Speed: 495.9[samples/s]
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2024-05-06 12:22:32 transreid.train INFO: Epoch 47 done. Time per epoch: 23.747[s] Speed: 495.9[samples/s]
2024-05-06 12:22:33 transreid.train INFO: Epoch[48] Iter[5/186] Loss: 1.309, Acc: 0.759, Base Lr: 2.62e-04
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2024-05-06 12:22:55 transreid.train INFO: Epoch 48 done. Time per epoch: 23.796[s] Speed: 494.9[samples/s]
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2024-05-06 12:23:19 transreid.train INFO: Epoch 49 done. Time per epoch: 23.881[s] Speed: 490.4[samples/s]
2024-05-06 12:23:21 transreid.train INFO: Epoch[50] Iter[5/186] Loss: 0.986, Acc: 0.819, Base Lr: 2.52e-04
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2024-05-06 12:23:43 transreid.train INFO: Epoch 50 done. Time per epoch: 24.009[s] Speed: 490.5[samples/s]
2024-05-06 12:24:08 transreid.train INFO: Validation Results - Epoch: 50
2024-05-06 12:24:08 transreid.train INFO: mAP: 90.7%
2024-05-06 12:24:08 transreid.train INFO: CMC curve, Rank-1  :95.8%
2024-05-06 12:24:08 transreid.train INFO: CMC curve, Rank-5  :98.6%
2024-05-06 12:24:08 transreid.train INFO: CMC curve, Rank-10 :99.1%
2024-05-06 12:24:09 transreid.train INFO: Epoch[51] Iter[5/186] Loss: 1.031, Acc: 0.844, Base Lr: 2.47e-04
2024-05-06 12:24:10 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 1.027, Acc: 0.834, Base Lr: 2.47e-04
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2024-05-06 12:24:11 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.871, Acc: 0.870, Base Lr: 2.47e-04
2024-05-06 12:24:12 transreid.train INFO: Epoch[51] Iter[25/186] Loss: 0.875, Acc: 0.873, Base Lr: 2.47e-04
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2024-05-06 12:24:13 transreid.train INFO: Epoch[51] Iter[35/186] Loss: 0.840, Acc: 0.879, Base Lr: 2.47e-04
2024-05-06 12:24:14 transreid.train INFO: Epoch[51] Iter[40/186] Loss: 0.835, Acc: 0.876, Base Lr: 2.47e-04
2024-05-06 12:24:14 transreid.train INFO: Epoch[51] Iter[45/186] Loss: 0.819, Acc: 0.879, Base Lr: 2.47e-04
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2024-05-06 12:24:16 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 0.789, Acc: 0.887, Base Lr: 2.47e-04
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2024-05-06 12:24:30 transreid.train INFO: Epoch[51] Iter[170/186] Loss: 0.521, Acc: 0.938, Base Lr: 2.47e-04
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2024-05-06 12:24:32 transreid.train INFO: Epoch 51 done. Time per epoch: 23.736[s] Speed: 496.1[samples/s]
2024-05-06 12:24:33 transreid.train INFO: Epoch[52] Iter[5/186] Loss: 1.076, Acc: 0.816, Base Lr: 2.42e-04
2024-05-06 12:24:34 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.991, Acc: 0.828, Base Lr: 2.42e-04
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2024-05-06 12:24:54 transreid.train INFO: Epoch[52] Iter[170/186] Loss: 0.497, Acc: 0.939, Base Lr: 2.42e-04
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2024-05-06 12:24:56 transreid.train INFO: Epoch 52 done. Time per epoch: 23.668[s] Speed: 497.5[samples/s]
2024-05-06 12:24:57 transreid.train INFO: Epoch[53] Iter[5/186] Loss: 1.275, Acc: 0.744, Base Lr: 2.37e-04
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2024-05-06 12:25:20 transreid.train INFO: Epoch 53 done. Time per epoch: 24.079[s] Speed: 489.1[samples/s]
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2024-05-06 12:25:44 transreid.train INFO: Epoch 54 done. Time per epoch: 24.087[s] Speed: 488.9[samples/s]
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2024-05-06 12:26:08 transreid.train INFO: Epoch 55 done. Time per epoch: 24.015[s] Speed: 487.7[samples/s]
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2024-05-06 12:26:32 transreid.train INFO: Epoch 56 done. Time per epoch: 23.865[s] Speed: 490.8[samples/s]
2024-05-06 12:26:33 transreid.train INFO: Epoch[57] Iter[5/186] Loss: 0.684, Acc: 0.894, Base Lr: 2.16e-04
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2024-05-06 12:26:56 transreid.train INFO: Epoch 57 done. Time per epoch: 23.997[s] Speed: 490.7[samples/s]
2024-05-06 12:26:57 transreid.train INFO: Epoch[58] Iter[5/186] Loss: 0.720, Acc: 0.878, Base Lr: 2.11e-04
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2024-05-06 12:27:19 transreid.train INFO: Epoch 58 done. Time per epoch: 23.813[s] Speed: 491.8[samples/s]
2024-05-06 12:27:21 transreid.train INFO: Epoch[59] Iter[5/186] Loss: 1.042, Acc: 0.769, Base Lr: 2.06e-04
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2024-05-06 12:27:43 transreid.train INFO: Epoch 59 done. Time per epoch: 23.958[s] Speed: 491.5[samples/s]
2024-05-06 12:27:45 transreid.train INFO: Epoch[60] Iter[5/186] Loss: 0.741, Acc: 0.850, Base Lr: 2.00e-04
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2024-05-06 12:28:07 transreid.train INFO: Epoch 60 done. Time per epoch: 23.663[s] Speed: 495.0[samples/s]
2024-05-06 12:28:31 transreid.train INFO: Validation Results - Epoch: 60
2024-05-06 12:28:31 transreid.train INFO: mAP: 91.5%
2024-05-06 12:28:31 transreid.train INFO: CMC curve, Rank-1  :96.5%
2024-05-06 12:28:31 transreid.train INFO: CMC curve, Rank-5  :98.8%
2024-05-06 12:28:31 transreid.train INFO: CMC curve, Rank-10 :99.2%
2024-05-06 12:28:33 transreid.train INFO: Epoch[61] Iter[5/186] Loss: 0.886, Acc: 0.838, Base Lr: 1.95e-04
2024-05-06 12:28:34 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.826, Acc: 0.852, Base Lr: 1.95e-04
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2024-05-06 12:29:19 transreid.train INFO: Epoch 62 done. Time per epoch: 23.744[s] Speed: 493.3[samples/s]
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2024-05-06 12:29:43 transreid.train INFO: Epoch 63 done. Time per epoch: 23.973[s] Speed: 488.6[samples/s]
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2024-05-06 12:30:07 transreid.train INFO: Epoch 64 done. Time per epoch: 23.979[s] Speed: 488.4[samples/s]
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2024-05-06 12:30:55 transreid.train INFO: Epoch 66 done. Time per epoch: 23.771[s] Speed: 492.7[samples/s]
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2024-05-06 12:31:19 transreid.train INFO: Epoch 67 done. Time per epoch: 23.915[s] Speed: 492.4[samples/s]
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2024-05-06 12:31:42 transreid.train INFO: Epoch 68 done. Time per epoch: 23.705[s] Speed: 494.1[samples/s]
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2024-05-06 12:32:06 transreid.train INFO: Epoch 69 done. Time per epoch: 23.911[s] Speed: 492.5[samples/s]
2024-05-06 12:32:08 transreid.train INFO: Epoch[70] Iter[5/186] Loss: 0.705, Acc: 0.869, Base Lr: 1.49e-04
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2024-05-06 12:32:28 transreid.train INFO: Epoch[70] Iter[165/186] Loss: 0.330, Acc: 0.963, Base Lr: 1.49e-04
2024-05-06 12:32:28 transreid.train INFO: Epoch[70] Iter[170/186] Loss: 0.323, Acc: 0.964, Base Lr: 1.49e-04
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2024-05-06 12:32:30 transreid.train INFO: Epoch 70 done. Time per epoch: 23.540[s] Speed: 497.5[samples/s]
2024-05-06 12:32:54 transreid.train INFO: Validation Results - Epoch: 70
2024-05-06 12:32:54 transreid.train INFO: mAP: 91.3%
2024-05-06 12:32:54 transreid.train INFO: CMC curve, Rank-1  :96.3%
2024-05-06 12:32:54 transreid.train INFO: CMC curve, Rank-5  :98.7%
2024-05-06 12:32:54 transreid.train INFO: CMC curve, Rank-10 :99.3%
2024-05-06 12:32:56 transreid.train INFO: Epoch[71] Iter[5/186] Loss: 0.391, Acc: 0.963, Base Lr: 1.44e-04
2024-05-06 12:32:56 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.528, Acc: 0.922, Base Lr: 1.44e-04
2024-05-06 12:32:57 transreid.train INFO: Epoch[71] Iter[15/186] Loss: 0.602, Acc: 0.904, Base Lr: 1.44e-04
2024-05-06 12:32:57 transreid.train INFO: Epoch[71] Iter[20/186] Loss: 0.552, Acc: 0.915, Base Lr: 1.44e-04
2024-05-06 12:32:58 transreid.train INFO: Epoch[71] Iter[25/186] Loss: 0.556, Acc: 0.912, Base Lr: 1.44e-04
2024-05-06 12:32:59 transreid.train INFO: Epoch[71] Iter[30/186] Loss: 0.532, Acc: 0.919, Base Lr: 1.44e-04
2024-05-06 12:32:59 transreid.train INFO: Epoch[71] Iter[35/186] Loss: 0.510, Acc: 0.924, Base Lr: 1.44e-04
2024-05-06 12:33:00 transreid.train INFO: Epoch[71] Iter[40/186] Loss: 0.503, Acc: 0.924, Base Lr: 1.44e-04
2024-05-06 12:33:01 transreid.train INFO: Epoch[71] Iter[45/186] Loss: 0.484, Acc: 0.928, Base Lr: 1.44e-04
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2024-05-06 12:33:08 transreid.train INFO: Epoch[71] Iter[105/186] Loss: 0.390, Acc: 0.951, Base Lr: 1.44e-04
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2024-05-06 12:33:12 transreid.train INFO: Epoch[71] Iter[135/186] Loss: 0.348, Acc: 0.960, Base Lr: 1.44e-04
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2024-05-06 12:33:16 transreid.train INFO: Epoch[71] Iter[170/186] Loss: 0.311, Acc: 0.965, Base Lr: 1.44e-04
2024-05-06 12:33:17 transreid.train INFO: Epoch[71] Iter[175/186] Loss: 0.305, Acc: 0.966, Base Lr: 1.44e-04
2024-05-06 12:33:17 transreid.train INFO: Epoch[71] Iter[180/186] Loss: 0.299, Acc: 0.967, Base Lr: 1.44e-04
2024-05-06 12:33:18 transreid.train INFO: Epoch 71 done. Time per epoch: 23.816[s] Speed: 494.5[samples/s]
2024-05-06 12:33:19 transreid.train INFO: Epoch[72] Iter[5/186] Loss: 0.678, Acc: 0.881, Base Lr: 1.39e-04
2024-05-06 12:33:20 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.634, Acc: 0.895, Base Lr: 1.39e-04
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2024-05-06 12:33:22 transreid.train INFO: Epoch[72] Iter[30/186] Loss: 0.555, Acc: 0.924, Base Lr: 1.39e-04
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2024-05-06 12:33:41 transreid.train INFO: Epoch 72 done. Time per epoch: 23.488[s] Speed: 498.6[samples/s]
2024-05-06 12:33:43 transreid.train INFO: Epoch[73] Iter[5/186] Loss: 0.757, Acc: 0.878, Base Lr: 1.34e-04
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2024-05-06 12:34:29 transreid.train INFO: Epoch 74 done. Time per epoch: 23.719[s] Speed: 493.8[samples/s]
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2024-05-06 12:34:52 transreid.train INFO: Epoch 75 done. Time per epoch: 23.489[s] Speed: 498.6[samples/s]
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2024-05-06 12:35:16 transreid.train INFO: Epoch 76 done. Time per epoch: 23.564[s] Speed: 497.0[samples/s]
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2024-05-06 12:35:40 transreid.train INFO: Epoch 77 done. Time per epoch: 23.704[s] Speed: 494.1[samples/s]
2024-05-06 12:35:41 transreid.train INFO: Epoch[78] Iter[5/186] Loss: 0.573, Acc: 0.941, Base Lr: 1.10e-04
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2024-05-06 12:36:03 transreid.train INFO: Epoch 78 done. Time per epoch: 23.484[s] Speed: 498.7[samples/s]
2024-05-06 12:36:04 transreid.train INFO: Epoch[79] Iter[5/186] Loss: 0.506, Acc: 0.928, Base Lr: 1.05e-04
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2024-05-06 12:36:27 transreid.train INFO: Epoch 79 done. Time per epoch: 23.702[s] Speed: 496.8[samples/s]
2024-05-06 12:36:28 transreid.train INFO: Epoch[80] Iter[5/186] Loss: 0.546, Acc: 0.909, Base Lr: 1.01e-04
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2024-05-06 12:36:50 transreid.train INFO: Epoch 80 done. Time per epoch: 23.526[s] Speed: 497.8[samples/s]
2024-05-06 12:37:14 transreid.train INFO: Validation Results - Epoch: 80
2024-05-06 12:37:14 transreid.train INFO: mAP: 91.8%
2024-05-06 12:37:14 transreid.train INFO: CMC curve, Rank-1  :96.7%
2024-05-06 12:37:14 transreid.train INFO: CMC curve, Rank-5  :98.9%
2024-05-06 12:37:14 transreid.train INFO: CMC curve, Rank-10 :99.2%
2024-05-06 12:37:16 transreid.train INFO: Epoch[81] Iter[5/186] Loss: 0.483, Acc: 0.963, Base Lr: 9.61e-05
2024-05-06 12:37:16 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.541, Acc: 0.934, Base Lr: 9.61e-05
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2024-05-06 12:37:18 transreid.train INFO: Epoch[81] Iter[25/186] Loss: 0.447, Acc: 0.944, Base Lr: 9.61e-05
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2024-05-06 12:37:20 transreid.train INFO: Epoch[81] Iter[35/186] Loss: 0.424, Acc: 0.946, Base Lr: 9.61e-05
2024-05-06 12:37:20 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.438, Acc: 0.944, Base Lr: 9.61e-05
2024-05-06 12:37:21 transreid.train INFO: Epoch[81] Iter[45/186] Loss: 0.426, Acc: 0.948, Base Lr: 9.61e-05
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2024-05-06 12:37:38 transreid.train INFO: Epoch 81 done. Time per epoch: 23.888[s] Speed: 495.7[samples/s]
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2024-05-06 12:38:02 transreid.train INFO: Epoch 82 done. Time per epoch: 23.483[s] Speed: 498.7[samples/s]
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2024-05-06 12:38:25 transreid.train INFO: Epoch 83 done. Time per epoch: 23.603[s] Speed: 498.9[samples/s]
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2024-05-06 12:38:49 transreid.train INFO: Epoch 84 done. Time per epoch: 23.673[s] Speed: 494.7[samples/s]
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2024-05-06 12:39:13 transreid.train INFO: Epoch 85 done. Time per epoch: 23.591[s] Speed: 496.5[samples/s]
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2024-05-06 12:39:36 transreid.train INFO: Epoch 86 done. Time per epoch: 23.477[s] Speed: 498.9[samples/s]
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2024-05-06 12:40:00 transreid.train INFO: Epoch 87 done. Time per epoch: 23.509[s] Speed: 498.2[samples/s]
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2024-05-06 12:40:23 transreid.train INFO: Epoch 88 done. Time per epoch: 23.589[s] Speed: 496.5[samples/s]
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2024-05-06 12:40:47 transreid.train INFO: Epoch 89 done. Time per epoch: 23.743[s] Speed: 496.0[samples/s]
2024-05-06 12:40:48 transreid.train INFO: Epoch[90] Iter[5/186] Loss: 0.484, Acc: 0.931, Base Lr: 5.93e-05
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2024-05-06 12:41:11 transreid.train INFO: Epoch 90 done. Time per epoch: 23.569[s] Speed: 496.9[samples/s]
2024-05-06 12:41:34 transreid.train INFO: Validation Results - Epoch: 90
2024-05-06 12:41:34 transreid.train INFO: mAP: 91.8%
2024-05-06 12:41:34 transreid.train INFO: CMC curve, Rank-1  :96.6%
2024-05-06 12:41:34 transreid.train INFO: CMC curve, Rank-5  :98.8%
2024-05-06 12:41:34 transreid.train INFO: CMC curve, Rank-10 :99.3%
2024-05-06 12:41:36 transreid.train INFO: Epoch[91] Iter[5/186] Loss: 0.406, Acc: 0.959, Base Lr: 5.56e-05
2024-05-06 12:41:37 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.535, Acc: 0.934, Base Lr: 5.56e-05
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2024-05-06 12:41:38 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 0.439, Acc: 0.953, Base Lr: 5.56e-05
2024-05-06 12:41:38 transreid.train INFO: Epoch[91] Iter[25/186] Loss: 0.446, Acc: 0.951, Base Lr: 5.56e-05
2024-05-06 12:41:39 transreid.train INFO: Epoch[91] Iter[30/186] Loss: 0.441, Acc: 0.953, Base Lr: 5.56e-05
2024-05-06 12:41:40 transreid.train INFO: Epoch[91] Iter[35/186] Loss: 0.438, Acc: 0.950, Base Lr: 5.56e-05
2024-05-06 12:41:40 transreid.train INFO: Epoch[91] Iter[40/186] Loss: 0.430, Acc: 0.951, Base Lr: 5.56e-05
2024-05-06 12:41:41 transreid.train INFO: Epoch[91] Iter[45/186] Loss: 0.421, Acc: 0.954, Base Lr: 5.56e-05
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2024-05-06 12:41:56 transreid.train INFO: Epoch[91] Iter[165/186] Loss: 0.254, Acc: 0.978, Base Lr: 5.56e-05
2024-05-06 12:41:56 transreid.train INFO: Epoch[91] Iter[170/186] Loss: 0.250, Acc: 0.978, Base Lr: 5.56e-05
2024-05-06 12:41:57 transreid.train INFO: Epoch[91] Iter[175/186] Loss: 0.245, Acc: 0.979, Base Lr: 5.56e-05
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2024-05-06 12:41:58 transreid.train INFO: Epoch 91 done. Time per epoch: 23.617[s] Speed: 495.9[samples/s]
2024-05-06 12:41:59 transreid.train INFO: Epoch[92] Iter[5/186] Loss: 0.430, Acc: 0.947, Base Lr: 5.21e-05
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2024-05-06 12:42:20 transreid.train INFO: Epoch[92] Iter[170/186] Loss: 0.257, Acc: 0.977, Base Lr: 5.21e-05
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2024-05-06 12:42:22 transreid.train INFO: Epoch 92 done. Time per epoch: 23.477[s] Speed: 498.9[samples/s]
2024-05-06 12:42:23 transreid.train INFO: Epoch[93] Iter[5/186] Loss: 0.382, Acc: 0.966, Base Lr: 4.86e-05
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2024-05-06 12:42:45 transreid.train INFO: Epoch 93 done. Time per epoch: 23.524[s] Speed: 497.9[samples/s]
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2024-05-06 12:43:09 transreid.train INFO: Epoch 94 done. Time per epoch: 23.474[s] Speed: 498.9[samples/s]
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2024-05-06 12:43:32 transreid.train INFO: Epoch 95 done. Time per epoch: 23.670[s] Speed: 497.5[samples/s]
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2024-05-06 12:43:56 transreid.train INFO: Epoch 96 done. Time per epoch: 23.451[s] Speed: 499.4[samples/s]
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2024-05-06 12:44:19 transreid.train INFO: Epoch 97 done. Time per epoch: 23.641[s] Speed: 498.1[samples/s]
2024-05-06 12:44:21 transreid.train INFO: Epoch[98] Iter[5/186] Loss: 0.455, Acc: 0.953, Base Lr: 3.30e-05
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2024-05-06 12:44:43 transreid.train INFO: Epoch 98 done. Time per epoch: 23.659[s] Speed: 497.7[samples/s]
2024-05-06 12:44:44 transreid.train INFO: Epoch[99] Iter[5/186] Loss: 0.314, Acc: 0.966, Base Lr: 3.02e-05
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2024-05-06 12:45:07 transreid.train INFO: Epoch 99 done. Time per epoch: 23.724[s] Speed: 496.4[samples/s]
2024-05-06 12:45:08 transreid.train INFO: Epoch[100] Iter[5/186] Loss: 0.373, Acc: 0.953, Base Lr: 2.75e-05
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2024-05-06 12:45:30 transreid.train INFO: Epoch 100 done. Time per epoch: 23.600[s] Speed: 499.0[samples/s]
2024-05-06 12:45:55 transreid.train INFO: Validation Results - Epoch: 100
2024-05-06 12:45:55 transreid.train INFO: mAP: 91.9%
2024-05-06 12:45:55 transreid.train INFO: CMC curve, Rank-1  :96.8%
2024-05-06 12:45:55 transreid.train INFO: CMC curve, Rank-5  :98.8%
2024-05-06 12:45:55 transreid.train INFO: CMC curve, Rank-10 :99.2%
2024-05-06 12:45:56 transreid.train INFO: Epoch[101] Iter[5/186] Loss: 0.423, Acc: 0.950, Base Lr: 2.50e-05
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2024-05-06 12:46:18 transreid.train INFO: Epoch 101 done. Time per epoch: 23.436[s] Speed: 499.7[samples/s]
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2024-05-06 12:46:42 transreid.train INFO: Epoch 102 done. Time per epoch: 23.533[s] Speed: 497.7[samples/s]
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2024-05-06 12:47:05 transreid.train INFO: Epoch 103 done. Time per epoch: 23.543[s] Speed: 500.2[samples/s]
2024-05-06 12:47:07 transreid.train INFO: Epoch[104] Iter[5/186] Loss: 0.556, Acc: 0.897, Base Lr: 1.81e-05
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2024-05-06 12:47:29 transreid.train INFO: Epoch 104 done. Time per epoch: 23.707[s] Speed: 496.7[samples/s]
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2024-05-06 12:48:16 transreid.train INFO: Epoch 106 done. Time per epoch: 23.605[s] Speed: 498.9[samples/s]
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2024-05-06 12:48:40 transreid.train INFO: Epoch 107 done. Time per epoch: 23.647[s] Speed: 498.0[samples/s]
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2024-05-06 12:49:04 transreid.train INFO: Epoch 108 done. Time per epoch: 23.683[s] Speed: 497.2[samples/s]
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2024-05-06 12:49:27 transreid.train INFO: Epoch 109 done. Time per epoch: 23.634[s] Speed: 498.3[samples/s]
2024-05-06 12:49:28 transreid.train INFO: Epoch[110] Iter[5/186] Loss: 0.409, Acc: 0.947, Base Lr: 7.60e-06
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2024-05-06 12:49:51 transreid.train INFO: Epoch 110 done. Time per epoch: 23.584[s] Speed: 496.6[samples/s]
2024-05-06 12:50:15 transreid.train INFO: Validation Results - Epoch: 110
2024-05-06 12:50:15 transreid.train INFO: mAP: 92.0%
2024-05-06 12:50:15 transreid.train INFO: CMC curve, Rank-1  :96.9%
2024-05-06 12:50:15 transreid.train INFO: CMC curve, Rank-5  :98.9%
2024-05-06 12:50:15 transreid.train INFO: CMC curve, Rank-10 :99.2%
2024-05-06 12:50:17 transreid.train INFO: Epoch[111] Iter[5/186] Loss: 0.599, Acc: 0.925, Base Lr: 6.31e-06
2024-05-06 12:50:18 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.500, Acc: 0.933, Base Lr: 6.31e-06
2024-05-06 12:50:18 transreid.train INFO: Epoch[111] Iter[15/186] Loss: 0.479, Acc: 0.938, Base Lr: 6.31e-06
2024-05-06 12:50:19 transreid.train INFO: Epoch[111] Iter[20/186] Loss: 0.440, Acc: 0.952, Base Lr: 6.31e-06
2024-05-06 12:50:20 transreid.train INFO: Epoch[111] Iter[25/186] Loss: 0.420, Acc: 0.956, Base Lr: 6.31e-06
2024-05-06 12:50:20 transreid.train INFO: Epoch[111] Iter[30/186] Loss: 0.395, Acc: 0.961, Base Lr: 6.31e-06
2024-05-06 12:50:21 transreid.train INFO: Epoch[111] Iter[35/186] Loss: 0.392, Acc: 0.963, Base Lr: 6.31e-06
2024-05-06 12:50:21 transreid.train INFO: Epoch[111] Iter[40/186] Loss: 0.381, Acc: 0.964, Base Lr: 6.31e-06
2024-05-06 12:50:22 transreid.train INFO: Epoch[111] Iter[45/186] Loss: 0.365, Acc: 0.967, Base Lr: 6.31e-06
2024-05-06 12:50:23 transreid.train INFO: Epoch[111] Iter[50/186] Loss: 0.358, Acc: 0.966, Base Lr: 6.31e-06
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2024-05-06 12:50:37 transreid.train INFO: Epoch[111] Iter[165/186] Loss: 0.228, Acc: 0.981, Base Lr: 6.31e-06
2024-05-06 12:50:38 transreid.train INFO: Epoch[111] Iter[170/186] Loss: 0.224, Acc: 0.982, Base Lr: 6.31e-06
2024-05-06 12:50:38 transreid.train INFO: Epoch[111] Iter[175/186] Loss: 0.220, Acc: 0.982, Base Lr: 6.31e-06
2024-05-06 12:50:39 transreid.train INFO: Epoch[111] Iter[180/186] Loss: 0.216, Acc: 0.983, Base Lr: 6.31e-06
2024-05-06 12:50:39 transreid.train INFO: Epoch 111 done. Time per epoch: 23.976[s] Speed: 491.2[samples/s]
2024-05-06 12:50:41 transreid.train INFO: Epoch[112] Iter[5/186] Loss: 0.333, Acc: 0.966, Base Lr: 5.16e-06
2024-05-06 12:50:41 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.389, Acc: 0.959, Base Lr: 5.16e-06
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2024-05-06 12:51:03 transreid.train INFO: Epoch 112 done. Time per epoch: 23.747[s] Speed: 495.9[samples/s]
2024-05-06 12:51:05 transreid.train INFO: Epoch[113] Iter[5/186] Loss: 0.491, Acc: 0.947, Base Lr: 4.14e-06
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2024-05-06 12:51:08 transreid.train INFO: Epoch[113] Iter[30/186] Loss: 0.401, Acc: 0.959, Base Lr: 4.14e-06
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2024-05-06 12:51:09 transreid.train INFO: Epoch[113] Iter[40/186] Loss: 0.379, Acc: 0.961, Base Lr: 4.14e-06
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2024-05-06 12:51:27 transreid.train INFO: Epoch 113 done. Time per epoch: 23.571[s] Speed: 496.9[samples/s]
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2024-05-06 12:51:51 transreid.train INFO: Epoch 114 done. Time per epoch: 23.759[s] Speed: 495.6[samples/s]
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2024-05-06 12:52:14 transreid.train INFO: Epoch 115 done. Time per epoch: 23.639[s] Speed: 495.5[samples/s]
2024-05-06 12:52:15 transreid.train INFO: Epoch[116] Iter[5/186] Loss: 0.428, Acc: 0.950, Base Lr: 1.89e-06
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2024-05-06 12:52:38 transreid.train INFO: Epoch 116 done. Time per epoch: 23.854[s] Speed: 493.7[samples/s]
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2024-05-06 12:53:02 transreid.train INFO: Epoch 117 done. Time per epoch: 23.767[s] Speed: 495.5[samples/s]
2024-05-06 12:53:03 transreid.train INFO: Epoch[118] Iter[5/186] Loss: 0.450, Acc: 0.959, Base Lr: 1.07e-06
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2024-05-06 12:53:24 transreid.train INFO: Epoch[118] Iter[170/186] Loss: 0.229, Acc: 0.982, Base Lr: 1.07e-06
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2024-05-06 12:53:25 transreid.train INFO: Epoch 118 done. Time per epoch: 23.622[s] Speed: 498.5[samples/s]
2024-05-06 12:53:27 transreid.train INFO: Epoch[119] Iter[5/186] Loss: 0.364, Acc: 0.959, Base Lr: 8.68e-07
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2024-05-06 12:53:49 transreid.train INFO: Epoch 119 done. Time per epoch: 23.742[s] Speed: 496.0[samples/s]
2024-05-06 12:53:50 transreid.train INFO: Epoch[120] Iter[5/186] Loss: 0.363, Acc: 0.969, Base Lr: 8.00e-07
2024-05-06 12:53:51 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.367, Acc: 0.977, Base Lr: 8.00e-07
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2024-05-06 12:53:52 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.362, Acc: 0.970, Base Lr: 8.00e-07
2024-05-06 12:53:53 transreid.train INFO: Epoch[120] Iter[25/186] Loss: 0.334, Acc: 0.974, Base Lr: 8.00e-07
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2024-05-06 12:53:55 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.352, Acc: 0.971, Base Lr: 8.00e-07
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2024-05-06 12:54:11 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.219, Acc: 0.983, Base Lr: 8.00e-07
2024-05-06 12:54:12 transreid.train INFO: Epoch[120] Iter[175/186] Loss: 0.215, Acc: 0.984, Base Lr: 8.00e-07
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2024-05-06 12:54:13 transreid.train INFO: Epoch 120 done. Time per epoch: 23.755[s] Speed: 495.7[samples/s]
2024-05-06 12:54:37 transreid.train INFO: Validation Results - Epoch: 120
2024-05-06 12:54:37 transreid.train INFO: mAP: 92.0%
2024-05-06 12:54:37 transreid.train INFO: CMC curve, Rank-1  :96.9%
2024-05-06 12:54:37 transreid.train INFO: CMC curve, Rank-5  :98.9%
2024-05-06 12:54:37 transreid.train INFO: CMC curve, Rank-10 :99.3%
