2024-04-30 11:12:28 transreid INFO: Saving model in the path :log/transreid/msmt17/edgenext_s_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-30 11:12:28 transreid INFO: Loaded configuration file configs/msmt17/edgenext_s.yml
2024-04-30 11:12:28 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: 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: edgenext_small
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/edgenext_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_s_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 11:12:28 transreid.check INFO: Dataset statistics:
2024-04-30 11:12:28 transreid.check INFO:   ----------------------------------------
2024-04-30 11:12:28 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-30 11:12:28 transreid.check INFO:   ----------------------------------------
2024-04-30 11:12:28 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-30 11:12:28 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-30 11:12:28 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-30 11:12:28 transreid.check INFO:   ----------------------------------------
2024-04-30 11:12:30 transreid INFO: ===========using cosine learning rate=======
2024-04-30 11:12:30 transreid.train INFO: start training
2024-04-30 11:12:39 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 10.548, Acc: 0.000, Base Lr: 4.76e-04
2024-04-30 11:12:46 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 10.244, Acc: 0.000, Base Lr: 4.76e-04
2024-04-30 11:12:52 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 10.051, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:12:59 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 9.921, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:13:06 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 9.804, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:13:12 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 9.694, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:13:19 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 9.591, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:13:25 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 9.453, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:13:32 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 9.313, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:13:38 transreid.train INFO: Epoch[1] Iter[100/486] Loss: 9.188, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:13:45 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 9.082, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 11:13:51 transreid.train INFO: Epoch[1] Iter[120/486] Loss: 8.987, Acc: 0.001, Base Lr: 4.76e-04
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2024-04-30 11:17:45 transreid.train INFO: Epoch 1 done. Time per epoch: 315.353[s] Speed: 96.4[samples/s]
2024-04-30 11:17:53 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 7.714, Acc: 0.013, Base Lr: 8.72e-04
2024-04-30 11:17:59 transreid.train INFO: Epoch[2] Iter[20/486] Loss: 7.713, Acc: 0.009, Base Lr: 8.72e-04
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2024-04-30 11:22:58 transreid.train INFO: Epoch 2 done. Time per epoch: 312.939[s] Speed: 97.1[samples/s]
2024-04-30 11:23:06 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.532, Acc: 0.013, Base Lr: 1.27e-03
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2024-04-30 11:33:24 transreid.train INFO: Epoch 4 done. Time per epoch: 312.843[s] Speed: 96.8[samples/s]
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2024-04-30 11:38:40 transreid.train INFO: Epoch 5 done. Time per epoch: 316.133[s] Speed: 95.8[samples/s]
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2024-04-30 11:49:13 transreid.train INFO: Epoch 7 done. Time per epoch: 317.057[s] Speed: 95.7[samples/s]
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2024-04-30 11:54:25 transreid.train INFO: Epoch 8 done. Time per epoch: 312.329[s] Speed: 96.9[samples/s]
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2024-04-30 12:25:53 transreid.train INFO: Epoch 14 done. Time per epoch: 310.901[s] Speed: 97.6[samples/s]
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2024-04-30 12:41:26 transreid.train INFO: Epoch 17 done. Time per epoch: 313.325[s] Speed: 96.8[samples/s]
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2024-04-30 12:51:53 transreid.train INFO: Epoch 19 done. Time per epoch: 314.278[s] Speed: 96.5[samples/s]
2024-04-30 12:52:01 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 1.326, Acc: 0.833, Base Lr: 7.47e-03
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2024-04-30 12:57:07 transreid.train INFO: Epoch 20 done. Time per epoch: 314.145[s] Speed: 96.6[samples/s]
2024-04-30 13:02:30 transreid.train INFO: Validation Results - Epoch: 20
2024-04-30 13:02:30 transreid.train INFO: mAP: 28.4%
2024-04-30 13:02:30 transreid.train INFO: CMC curve, Rank-1  :55.2%
2024-04-30 13:02:30 transreid.train INFO: CMC curve, Rank-5  :70.9%
2024-04-30 13:02:30 transreid.train INFO: CMC curve, Rank-10 :76.8%
2024-04-30 13:02:38 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 1.191, Acc: 0.852, Base Lr: 7.41e-03
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2024-04-30 13:07:46 transreid.train INFO: Epoch 21 done. Time per epoch: 315.778[s] Speed: 96.1[samples/s]
2024-04-30 13:07:54 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 1.094, Acc: 0.886, Base Lr: 7.36e-03
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2024-04-30 13:18:07 transreid.train INFO: Epoch 23 done. Time per epoch: 313.042[s] Speed: 96.9[samples/s]
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2024-04-30 13:23:19 transreid.train INFO: Epoch 24 done. Time per epoch: 311.785[s] Speed: 97.3[samples/s]
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2024-04-30 13:33:48 transreid.train INFO: Epoch 26 done. Time per epoch: 315.616[s] Speed: 96.3[samples/s]
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2024-04-30 13:39:04 transreid.train INFO: Epoch 27 done. Time per epoch: 316.134[s] Speed: 96.2[samples/s]
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2024-04-30 13:49:44 transreid.train INFO: Epoch 29 done. Time per epoch: 319.652[s] Speed: 94.7[samples/s]
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2024-04-30 13:55:02 transreid.train INFO: Epoch 30 done. Time per epoch: 318.724[s] Speed: 95.2[samples/s]
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2024-04-30 14:00:32 transreid.train INFO: Epoch 31 done. Time per epoch: 329.770[s] Speed: 91.8[samples/s]
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2024-04-30 14:06:04 transreid.train INFO: Epoch 32 done. Time per epoch: 331.970[s] Speed: 91.6[samples/s]
2024-04-30 14:06:13 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.554, Acc: 0.955, Base Lr: 6.60e-03
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2024-04-30 14:11:39 transreid.train INFO: Epoch 33 done. Time per epoch: 335.147[s] Speed: 90.5[samples/s]
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2024-04-30 14:17:14 transreid.train INFO: Epoch 34 done. Time per epoch: 334.913[s] Speed: 90.4[samples/s]
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2024-04-30 14:28:29 transreid.train INFO: Epoch 36 done. Time per epoch: 336.306[s] Speed: 89.8[samples/s]
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2024-04-30 14:34:05 transreid.train INFO: Epoch 37 done. Time per epoch: 335.837[s] Speed: 90.3[samples/s]
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2024-04-30 14:39:33 transreid.train INFO: Epoch 38 done. Time per epoch: 327.380[s] Speed: 92.7[samples/s]
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2024-04-30 14:45:04 transreid.train INFO: Epoch 39 done. Time per epoch: 331.435[s] Speed: 91.5[samples/s]
2024-04-30 14:45:13 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.426, Acc: 0.972, Base Lr: 6.00e-03
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2024-04-30 14:50:35 transreid.train INFO: Epoch 40 done. Time per epoch: 330.530[s] Speed: 92.0[samples/s]
2024-04-30 14:55:56 transreid.train INFO: Validation Results - Epoch: 40
2024-04-30 14:55:56 transreid.train INFO: mAP: 36.7%
2024-04-30 14:55:56 transreid.train INFO: CMC curve, Rank-1  :64.2%
2024-04-30 14:55:56 transreid.train INFO: CMC curve, Rank-5  :79.1%
2024-04-30 14:55:56 transreid.train INFO: CMC curve, Rank-10 :84.4%
2024-04-30 14:56:05 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.291, Acc: 0.984, Base Lr: 5.91e-03
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2024-04-30 15:06:52 transreid.train INFO: Epoch 42 done. Time per epoch: 327.291[s] Speed: 92.7[samples/s]
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2024-04-30 15:12:13 transreid.train INFO: Epoch 43 done. Time per epoch: 321.842[s] Speed: 94.3[samples/s]
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2024-04-30 15:20:29 transreid.train INFO: Epoch 45 done. Time per epoch: 173.886[s] Speed: 174.1[samples/s]
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2024-04-30 15:23:06 transreid.train INFO: Epoch 46 done. Time per epoch: 156.965[s] Speed: 192.9[samples/s]
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2024-04-30 15:28:21 transreid.train INFO: Epoch 48 done. Time per epoch: 158.813[s] Speed: 189.4[samples/s]
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2024-04-30 15:31:01 transreid.train INFO: Epoch 49 done. Time per epoch: 159.939[s] Speed: 189.3[samples/s]
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2024-04-30 15:33:40 transreid.train INFO: Epoch 50 done. Time per epoch: 158.907[s] Speed: 190.5[samples/s]
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2024-04-30 15:36:20 transreid.train INFO: Epoch 51 done. Time per epoch: 159.556[s] Speed: 191.3[samples/s]
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2024-04-30 15:38:58 transreid.train INFO: Epoch 52 done. Time per epoch: 158.345[s] Speed: 192.0[samples/s]
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2024-04-30 15:44:16 transreid.train INFO: Epoch 54 done. Time per epoch: 159.588[s] Speed: 191.3[samples/s]
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2024-04-30 15:46:53 transreid.train INFO: Epoch 55 done. Time per epoch: 157.914[s] Speed: 191.3[samples/s]
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2024-04-30 15:49:31 transreid.train INFO: Epoch 56 done. Time per epoch: 157.840[s] Speed: 191.4[samples/s]
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2024-04-30 15:54:49 transreid.train INFO: Epoch 58 done. Time per epoch: 159.211[s] Speed: 190.1[samples/s]
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2024-04-30 15:57:29 transreid.train INFO: Epoch 59 done. Time per epoch: 159.834[s] Speed: 190.2[samples/s]
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2024-04-30 16:00:09 transreid.train INFO: Epoch 60 done. Time per epoch: 160.138[s] Speed: 188.6[samples/s]
2024-04-30 16:04:00 transreid.train INFO: Validation Results - Epoch: 60
2024-04-30 16:04:00 transreid.train INFO: mAP: 37.4%
2024-04-30 16:04:00 transreid.train INFO: CMC curve, Rank-1  :64.5%
2024-04-30 16:04:00 transreid.train INFO: CMC curve, Rank-5  :78.7%
2024-04-30 16:04:00 transreid.train INFO: CMC curve, Rank-10 :83.9%
2024-04-30 16:04:06 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.149, Acc: 0.988, Base Lr: 3.90e-03
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2024-04-30 16:06:36 transreid.train INFO: Epoch 61 done. Time per epoch: 156.042[s] Speed: 194.4[samples/s]
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2024-04-30 16:09:12 transreid.train INFO: Epoch 62 done. Time per epoch: 156.113[s] Speed: 193.1[samples/s]
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2024-04-30 16:14:28 transreid.train INFO: Epoch 64 done. Time per epoch: 158.013[s] Speed: 192.0[samples/s]
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2024-04-30 16:30:15 transreid.train INFO: Epoch 70 done. Time per epoch: 158.806[s] Speed: 190.6[samples/s]
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2024-04-30 16:32:55 transreid.train INFO: Epoch 71 done. Time per epoch: 159.391[s] Speed: 190.3[samples/s]
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2024-04-30 16:38:13 transreid.train INFO: Epoch 73 done. Time per epoch: 159.155[s] Speed: 190.6[samples/s]
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2024-04-30 16:40:52 transreid.train INFO: Epoch 74 done. Time per epoch: 159.799[s] Speed: 190.2[samples/s]
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2024-04-30 16:43:31 transreid.train INFO: Epoch 75 done. Time per epoch: 159.029[s] Speed: 190.8[samples/s]
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2024-04-30 16:53:56 transreid.train INFO: Epoch 79 done. Time per epoch: 154.871[s] Speed: 195.5[samples/s]
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2024-04-30 16:56:31 transreid.train INFO: Epoch 80 done. Time per epoch: 155.623[s] Speed: 193.7[samples/s]
2024-04-30 17:00:17 transreid.train INFO: Validation Results - Epoch: 80
2024-04-30 17:00:17 transreid.train INFO: mAP: 41.1%
2024-04-30 17:00:17 transreid.train INFO: CMC curve, Rank-1  :67.9%
2024-04-30 17:00:17 transreid.train INFO: CMC curve, Rank-5  :82.2%
2024-04-30 17:00:17 transreid.train INFO: CMC curve, Rank-10 :86.6%
2024-04-30 17:00:22 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.122, Acc: 0.992, Base Lr: 1.92e-03
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2024-04-30 17:02:52 transreid.train INFO: Epoch 81 done. Time per epoch: 155.424[s] Speed: 195.6[samples/s]
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2024-04-30 17:18:29 transreid.train INFO: Epoch 87 done. Time per epoch: 155.066[s] Speed: 195.2[samples/s]
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2024-04-30 17:23:39 transreid.train INFO: Epoch 89 done. Time per epoch: 155.684[s] Speed: 194.9[samples/s]
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2024-04-30 17:26:13 transreid.train INFO: Epoch 90 done. Time per epoch: 154.346[s] Speed: 196.5[samples/s]
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2024-04-30 17:31:22 transreid.train INFO: Epoch 92 done. Time per epoch: 155.565[s] Speed: 195.8[samples/s]
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2024-04-30 17:33:58 transreid.train INFO: Epoch 93 done. Time per epoch: 155.533[s] Speed: 195.5[samples/s]
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2024-04-30 17:36:33 transreid.train INFO: Epoch 94 done. Time per epoch: 154.935[s] Speed: 195.8[samples/s]
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2024-04-30 17:41:44 transreid.train INFO: Epoch 96 done. Time per epoch: 155.273[s] Speed: 195.4[samples/s]
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2024-04-30 17:44:20 transreid.train INFO: Epoch 97 done. Time per epoch: 155.569[s] Speed: 194.2[samples/s]
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2024-04-30 17:46:54 transreid.train INFO: Epoch 98 done. Time per epoch: 154.350[s] Speed: 194.9[samples/s]
2024-04-30 17:47:00 transreid.train INFO: Epoch[99] Iter[10/486] Loss: 0.054, Acc: 1.000, Base Lr: 6.04e-04
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2024-04-30 17:49:30 transreid.train INFO: Epoch 99 done. Time per epoch: 155.448[s] Speed: 195.2[samples/s]
2024-04-30 17:49:35 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.090, Acc: 0.995, Base Lr: 5.51e-04
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2024-04-30 17:52:07 transreid.train INFO: Epoch 100 done. Time per epoch: 157.080[s] Speed: 193.1[samples/s]
2024-04-30 17:55:52 transreid.train INFO: Validation Results - Epoch: 100
2024-04-30 17:55:52 transreid.train INFO: mAP: 42.4%
2024-04-30 17:55:52 transreid.train INFO: CMC curve, Rank-1  :68.9%
2024-04-30 17:55:52 transreid.train INFO: CMC curve, Rank-5  :83.1%
2024-04-30 17:55:52 transreid.train INFO: CMC curve, Rank-10 :87.2%
2024-04-30 17:55:57 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.072, Acc: 0.995, Base Lr: 5.00e-04
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2024-04-30 18:01:01 transreid.train INFO: Epoch 102 done. Time per epoch: 153.839[s] Speed: 196.4[samples/s]
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2024-04-30 18:03:38 transreid.train INFO: Epoch 103 done. Time per epoch: 156.479[s] Speed: 193.9[samples/s]
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2024-04-30 18:11:26 transreid.train INFO: Epoch 106 done. Time per epoch: 156.537[s] Speed: 193.0[samples/s]
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2024-04-30 18:14:03 transreid.train INFO: Epoch 107 done. Time per epoch: 157.228[s] Speed: 192.9[samples/s]
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2024-04-30 18:16:41 transreid.train INFO: Epoch 108 done. Time per epoch: 157.598[s] Speed: 192.1[samples/s]
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2024-04-30 18:19:17 transreid.train INFO: Epoch 109 done. Time per epoch: 156.336[s] Speed: 193.6[samples/s]
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2024-04-30 18:21:54 transreid.train INFO: Epoch 110 done. Time per epoch: 156.917[s] Speed: 192.9[samples/s]
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2024-04-30 18:24:31 transreid.train INFO: Epoch 111 done. Time per epoch: 156.868[s] Speed: 193.0[samples/s]
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2024-04-30 18:27:07 transreid.train INFO: Epoch 112 done. Time per epoch: 156.163[s] Speed: 193.4[samples/s]
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2024-04-30 18:29:43 transreid.train INFO: Epoch 113 done. Time per epoch: 155.965[s] Speed: 194.9[samples/s]
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2024-04-30 18:32:18 transreid.train INFO: Epoch 114 done. Time per epoch: 154.874[s] Speed: 195.5[samples/s]
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2024-04-30 18:34:54 transreid.train INFO: Epoch 115 done. Time per epoch: 156.379[s] Speed: 193.6[samples/s]
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2024-04-30 18:37:30 transreid.train INFO: Epoch 116 done. Time per epoch: 156.061[s] Speed: 194.0[samples/s]
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2024-04-30 18:40:07 transreid.train INFO: Epoch 117 done. Time per epoch: 156.906[s] Speed: 193.7[samples/s]
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2024-04-30 18:42:44 transreid.train INFO: Epoch 118 done. Time per epoch: 156.790[s] Speed: 193.9[samples/s]
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2024-04-30 18:45:20 transreid.train INFO: Epoch 119 done. Time per epoch: 155.935[s] Speed: 194.5[samples/s]
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2024-04-30 18:47:55 transreid.train INFO: Epoch 120 done. Time per epoch: 155.316[s] Speed: 195.3[samples/s]
2024-04-30 18:51:40 transreid.train INFO: Validation Results - Epoch: 120
2024-04-30 18:51:40 transreid.train INFO: mAP: 43.4%
2024-04-30 18:51:40 transreid.train INFO: CMC curve, Rank-1  :69.5%
2024-04-30 18:51:40 transreid.train INFO: CMC curve, Rank-5  :83.6%
2024-04-30 18:51:40 transreid.train INFO: CMC curve, Rank-10 :87.6%
