2024-05-08 13:42:16 transreid INFO: Saving model in the path :log/transreid/msmt17/convnext_small_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-08 13:42:16 transreid INFO: Loaded configuration file configs/msmt17/convnext_s.yml
2024-05-08 13:42:16 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: 4
  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_small
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/convnext_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/convnext_small_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: 
2024-05-08 13:42:17 transreid.check INFO: Dataset statistics:
2024-05-08 13:42:17 transreid.check INFO:   ----------------------------------------
2024-05-08 13:42:17 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-08 13:42:17 transreid.check INFO:   ----------------------------------------
2024-05-08 13:42:17 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-08 13:42:17 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-08 13:42:17 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-08 13:42:17 transreid.check INFO:   ----------------------------------------
2024-05-08 13:42:19 transreid INFO: ===========using cosine learning rate=======
2024-05-08 13:42:19 transreid.train INFO: start training
2024-05-08 13:42:54 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 9.242, Acc: 0.000, Base Lr: 4.76e-04
2024-05-08 13:43:22 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 9.098, Acc: 0.000, Base Lr: 4.76e-04
2024-05-08 13:43:50 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 8.938, Acc: 0.000, Base Lr: 4.76e-04
2024-05-08 13:44:19 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 8.697, Acc: 0.000, Base Lr: 4.76e-04
2024-05-08 13:44:47 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 8.515, Acc: 0.000, Base Lr: 4.76e-04
2024-05-08 13:45:15 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 8.387, Acc: 0.000, Base Lr: 4.76e-04
2024-05-08 13:45:44 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 8.295, Acc: 0.000, Base Lr: 4.76e-04
2024-05-08 13:46:12 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 8.224, Acc: 0.000, Base Lr: 4.76e-04
2024-05-08 13:46:41 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 8.169, Acc: 0.000, Base Lr: 4.76e-04
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2024-05-08 13:47:38 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 8.088, Acc: 0.001, Base Lr: 4.76e-04
2024-05-08 13:48:06 transreid.train INFO: Epoch[1] Iter[120/486] Loss: 8.056, Acc: 0.001, Base Lr: 4.76e-04
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2024-05-08 14:04:59 transreid.train INFO: Epoch 1 done. Time per epoch: 1359.778[s] Speed: 22.4[samples/s]
2024-05-08 14:05:28 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 7.647, Acc: 0.030, Base Lr: 8.72e-04
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2024-05-08 14:07:51 transreid.train INFO: Epoch[2] Iter[60/486] Loss: 7.635, Acc: 0.034, Base Lr: 8.72e-04
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2024-05-08 14:27:35 transreid.train INFO: Epoch 2 done. Time per epoch: 1356.200[s] Speed: 22.4[samples/s]
2024-05-08 14:28:05 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.375, Acc: 0.050, Base Lr: 1.27e-03
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2024-05-08 15:12:40 transreid.train INFO: Epoch 4 done. Time per epoch: 1351.303[s] Speed: 22.4[samples/s]
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2024-05-08 15:35:10 transreid.train INFO: Epoch 5 done. Time per epoch: 1349.327[s] Speed: 22.4[samples/s]
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2024-05-08 15:57:41 transreid.train INFO: Epoch 6 done. Time per epoch: 1351.344[s] Speed: 22.4[samples/s]
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2024-05-08 16:20:14 transreid.train INFO: Epoch 7 done. Time per epoch: 1353.323[s] Speed: 22.4[samples/s]
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2024-05-08 16:42:45 transreid.train INFO: Epoch 8 done. Time per epoch: 1350.509[s] Speed: 22.4[samples/s]
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2024-05-08 17:05:19 transreid.train INFO: Epoch 9 done. Time per epoch: 1354.126[s] Speed: 22.4[samples/s]
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2024-05-08 17:27:55 transreid.train INFO: Epoch 10 done. Time per epoch: 1356.367[s] Speed: 22.4[samples/s]
2024-05-08 17:28:25 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 1.763, Acc: 0.802, Base Lr: 4.44e-03
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2024-05-08 17:50:23 transreid.train INFO: Epoch 11 done. Time per epoch: 1348.285[s] Speed: 22.4[samples/s]
2024-05-08 17:50:53 transreid.train INFO: Epoch[12] Iter[10/486] Loss: 1.339, Acc: 0.884, Base Lr: 4.83e-03
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2024-05-08 18:13:02 transreid.train INFO: Epoch 12 done. Time per epoch: 1358.107[s] Speed: 22.4[samples/s]
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2024-05-08 18:33:20 transreid.train INFO: Epoch 13 done. Time per epoch: 1218.256[s] Speed: 24.8[samples/s]
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2024-05-08 18:55:51 transreid.train INFO: Epoch 14 done. Time per epoch: 1350.945[s] Speed: 22.5[samples/s]
2024-05-08 18:56:20 transreid.train INFO: Epoch[15] Iter[10/486] Loss: 1.049, Acc: 0.919, Base Lr: 6.02e-03
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2024-05-08 19:18:20 transreid.train INFO: Epoch 15 done. Time per epoch: 1349.474[s] Speed: 22.4[samples/s]
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2024-05-08 19:40:51 transreid.train INFO: Epoch 16 done. Time per epoch: 1350.933[s] Speed: 22.5[samples/s]
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2024-05-08 20:03:21 transreid.train INFO: Epoch 17 done. Time per epoch: 1350.249[s] Speed: 22.5[samples/s]
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2024-05-08 20:25:54 transreid.train INFO: Epoch 18 done. Time per epoch: 1352.642[s] Speed: 22.4[samples/s]
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2024-05-08 20:48:25 transreid.train INFO: Epoch 19 done. Time per epoch: 1351.042[s] Speed: 22.5[samples/s]
2024-05-08 20:48:54 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.704, Acc: 0.955, Base Lr: 7.47e-03
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2024-05-08 21:10:57 transreid.train INFO: Epoch 20 done. Time per epoch: 1351.966[s] Speed: 22.4[samples/s]
2024-05-08 21:24:02 transreid.train INFO: Validation Results - Epoch: 20
2024-05-08 21:24:02 transreid.train INFO: mAP: 40.4%
2024-05-08 21:24:02 transreid.train INFO: CMC curve, Rank-1  :67.6%
2024-05-08 21:24:02 transreid.train INFO: CMC curve, Rank-5  :80.8%
2024-05-08 21:24:02 transreid.train INFO: CMC curve, Rank-10 :85.1%
2024-05-08 21:24:32 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.576, Acc: 0.964, Base Lr: 7.41e-03
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2024-05-08 21:46:28 transreid.train INFO: Epoch 21 done. Time per epoch: 1346.403[s] Speed: 22.5[samples/s]
2024-05-08 21:46:58 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.634, Acc: 0.956, Base Lr: 7.36e-03
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2024-05-08 22:08:44 transreid.train INFO: Epoch 22 done. Time per epoch: 1335.470[s] Speed: 22.6[samples/s]
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2024-05-08 22:31:08 transreid.train INFO: Epoch 23 done. Time per epoch: 1344.003[s] Speed: 22.6[samples/s]
2024-05-08 22:31:38 transreid.train INFO: Epoch[24] Iter[10/486] Loss: 0.380, Acc: 0.984, Base Lr: 7.24e-03
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2024-05-08 22:53:30 transreid.train INFO: Epoch 24 done. Time per epoch: 1342.280[s] Speed: 22.6[samples/s]
2024-05-08 22:54:00 transreid.train INFO: Epoch[25] Iter[10/486] Loss: 0.423, Acc: 0.980, Base Lr: 7.18e-03
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2024-05-08 23:13:50 transreid.train INFO: Epoch 25 done. Time per epoch: 1220.060[s] Speed: 24.9[samples/s]
2024-05-08 23:14:20 transreid.train INFO: Epoch[26] Iter[10/486] Loss: 0.433, Acc: 0.986, Base Lr: 7.11e-03
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2024-05-08 23:36:16 transreid.train INFO: Epoch 26 done. Time per epoch: 1345.932[s] Speed: 22.6[samples/s]
2024-05-08 23:36:46 transreid.train INFO: Epoch[27] Iter[10/486] Loss: 0.462, Acc: 0.975, Base Lr: 7.04e-03
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2024-05-08 23:58:38 transreid.train INFO: Epoch 27 done. Time per epoch: 1341.680[s] Speed: 22.7[samples/s]
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2024-05-09 00:20:55 transreid.train INFO: Epoch 28 done. Time per epoch: 1337.057[s] Speed: 22.6[samples/s]
2024-05-09 00:21:25 transreid.train INFO: Epoch[29] Iter[10/486] Loss: 0.372, Acc: 0.981, Base Lr: 6.90e-03
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2024-05-09 00:43:15 transreid.train INFO: Epoch 29 done. Time per epoch: 1340.683[s] Speed: 22.6[samples/s]
2024-05-09 00:43:45 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 0.383, Acc: 0.981, Base Lr: 6.83e-03
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2024-05-09 01:05:37 transreid.train INFO: Epoch 30 done. Time per epoch: 1341.317[s] Speed: 22.6[samples/s]
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2024-05-09 01:27:56 transreid.train INFO: Epoch 31 done. Time per epoch: 1338.828[s] Speed: 22.6[samples/s]
2024-05-09 01:28:25 transreid.train INFO: Epoch[32] Iter[10/486] Loss: 0.396, Acc: 0.981, Base Lr: 6.68e-03
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2024-05-09 01:50:23 transreid.train INFO: Epoch 32 done. Time per epoch: 1347.559[s] Speed: 22.6[samples/s]
2024-05-09 01:50:53 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.339, Acc: 0.983, Base Lr: 6.60e-03
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2024-05-09 02:12:53 transreid.train INFO: Epoch 33 done. Time per epoch: 1349.465[s] Speed: 22.5[samples/s]
2024-05-09 02:13:23 transreid.train INFO: Epoch[34] Iter[10/486] Loss: 0.345, Acc: 0.980, Base Lr: 6.52e-03
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2024-05-09 02:35:22 transreid.train INFO: Epoch 34 done. Time per epoch: 1349.381[s] Speed: 22.4[samples/s]
2024-05-09 02:35:52 transreid.train INFO: Epoch[35] Iter[10/486] Loss: 0.216, Acc: 0.989, Base Lr: 6.44e-03
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2024-05-09 02:57:54 transreid.train INFO: Epoch 35 done. Time per epoch: 1352.040[s] Speed: 22.5[samples/s]
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2024-05-09 03:20:17 transreid.train INFO: Epoch 36 done. Time per epoch: 1343.029[s] Speed: 22.5[samples/s]
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2024-05-09 03:42:49 transreid.train INFO: Epoch 37 done. Time per epoch: 1352.374[s] Speed: 22.4[samples/s]
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2024-05-09 04:03:23 transreid.train INFO: Epoch 38 done. Time per epoch: 1233.545[s] Speed: 24.6[samples/s]
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2024-05-09 04:25:53 transreid.train INFO: Epoch 39 done. Time per epoch: 1349.627[s] Speed: 22.5[samples/s]
2024-05-09 04:26:23 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.264, Acc: 0.989, Base Lr: 6.00e-03
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2024-05-09 04:48:28 transreid.train INFO: Epoch 40 done. Time per epoch: 1355.172[s] Speed: 22.4[samples/s]
2024-05-09 05:01:03 transreid.train INFO: Validation Results - Epoch: 40
2024-05-09 05:01:03 transreid.train INFO: mAP: 44.4%
2024-05-09 05:01:03 transreid.train INFO: CMC curve, Rank-1  :72.0%
2024-05-09 05:01:03 transreid.train INFO: CMC curve, Rank-5  :84.1%
2024-05-09 05:01:03 transreid.train INFO: CMC curve, Rank-10 :88.1%
2024-05-09 05:01:34 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.159, Acc: 0.992, Base Lr: 5.91e-03
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2024-05-09 05:46:04 transreid.train INFO: Epoch 42 done. Time per epoch: 1351.219[s] Speed: 22.5[samples/s]
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2024-05-09 06:08:38 transreid.train INFO: Epoch 43 done. Time per epoch: 1353.710[s] Speed: 22.4[samples/s]
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2024-05-09 06:53:39 transreid.train INFO: Epoch 45 done. Time per epoch: 1348.218[s] Speed: 22.5[samples/s]
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2024-05-09 07:16:10 transreid.train INFO: Epoch 46 done. Time per epoch: 1351.389[s] Speed: 22.4[samples/s]
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2024-05-09 07:38:36 transreid.train INFO: Epoch 47 done. Time per epoch: 1345.063[s] Speed: 22.5[samples/s]
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2024-05-09 08:00:58 transreid.train INFO: Epoch 48 done. Time per epoch: 1342.944[s] Speed: 22.4[samples/s]
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2024-05-09 08:23:26 transreid.train INFO: Epoch 49 done. Time per epoch: 1347.766[s] Speed: 22.5[samples/s]
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2024-05-09 09:06:45 transreid.train INFO: Epoch 51 done. Time per epoch: 1364.059[s] Speed: 22.4[samples/s]
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2024-05-09 09:29:20 transreid.train INFO: Epoch 52 done. Time per epoch: 1354.819[s] Speed: 22.4[samples/s]
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2024-05-09 09:51:51 transreid.train INFO: Epoch 53 done. Time per epoch: 1350.896[s] Speed: 22.5[samples/s]
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2024-05-09 10:14:35 transreid.train INFO: Epoch 54 done. Time per epoch: 1363.952[s] Speed: 22.4[samples/s]
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2024-05-09 10:37:00 transreid.train INFO: Epoch 55 done. Time per epoch: 1345.053[s] Speed: 22.5[samples/s]
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2024-05-09 10:59:26 transreid.train INFO: Epoch 56 done. Time per epoch: 1345.954[s] Speed: 22.4[samples/s]
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2024-05-09 11:22:01 transreid.train INFO: Epoch 57 done. Time per epoch: 1354.865[s] Speed: 22.4[samples/s]
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2024-05-09 11:44:29 transreid.train INFO: Epoch 58 done. Time per epoch: 1348.794[s] Speed: 22.4[samples/s]
2024-05-09 11:45:00 transreid.train INFO: Epoch[59] Iter[10/486] Loss: 0.088, Acc: 1.000, Base Lr: 4.11e-03
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2024-05-09 12:07:07 transreid.train INFO: Epoch 59 done. Time per epoch: 1357.762[s] Speed: 22.4[samples/s]
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2024-05-09 12:29:32 transreid.train INFO: Epoch 60 done. Time per epoch: 1345.224[s] Speed: 22.5[samples/s]
2024-05-09 12:42:09 transreid.train INFO: Validation Results - Epoch: 60
2024-05-09 12:42:09 transreid.train INFO: mAP: 44.0%
2024-05-09 12:42:09 transreid.train INFO: CMC curve, Rank-1  :71.1%
2024-05-09 12:42:09 transreid.train INFO: CMC curve, Rank-5  :83.8%
2024-05-09 12:42:09 transreid.train INFO: CMC curve, Rank-10 :87.4%
2024-05-09 12:42:40 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.093, Acc: 0.994, Base Lr: 3.90e-03
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2024-05-09 13:04:32 transreid.train INFO: Epoch 61 done. Time per epoch: 1342.092[s] Speed: 22.6[samples/s]
2024-05-09 13:05:02 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.066, Acc: 0.998, Base Lr: 3.80e-03
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2024-05-09 13:24:59 transreid.train INFO: Epoch 62 done. Time per epoch: 1227.546[s] Speed: 24.6[samples/s]
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2024-05-09 13:47:33 transreid.train INFO: Epoch 63 done. Time per epoch: 1353.949[s] Speed: 22.4[samples/s]
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2024-05-09 14:10:04 transreid.train INFO: Epoch 64 done. Time per epoch: 1350.628[s] Speed: 22.5[samples/s]
2024-05-09 14:10:35 transreid.train INFO: Epoch[65] Iter[10/486] Loss: 0.057, Acc: 1.000, Base Lr: 3.49e-03
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2024-05-09 14:32:32 transreid.train INFO: Epoch 65 done. Time per epoch: 1348.296[s] Speed: 22.5[samples/s]
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2024-05-09 14:55:06 transreid.train INFO: Epoch 66 done. Time per epoch: 1354.354[s] Speed: 22.4[samples/s]
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2024-05-09 15:17:37 transreid.train INFO: Epoch 67 done. Time per epoch: 1350.773[s] Speed: 22.5[samples/s]
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2024-05-09 15:40:09 transreid.train INFO: Epoch 68 done. Time per epoch: 1351.555[s] Speed: 22.4[samples/s]
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2024-05-09 16:02:40 transreid.train INFO: Epoch 69 done. Time per epoch: 1350.910[s] Speed: 22.5[samples/s]
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2024-05-09 16:25:07 transreid.train INFO: Epoch 70 done. Time per epoch: 1347.773[s] Speed: 22.5[samples/s]
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2024-05-09 16:47:41 transreid.train INFO: Epoch 71 done. Time per epoch: 1353.880[s] Speed: 22.4[samples/s]
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2024-05-09 17:10:10 transreid.train INFO: Epoch 72 done. Time per epoch: 1348.336[s] Speed: 22.5[samples/s]
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2024-05-09 17:55:17 transreid.train INFO: Epoch 74 done. Time per epoch: 1357.097[s] Speed: 22.4[samples/s]
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2024-05-09 18:12:12 transreid.train INFO: Epoch 75 done. Time per epoch: 1014.312[s] Speed: 29.9[samples/s]
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2024-05-09 18:33:41 transreid.train INFO: Epoch 77 done. Time per epoch: 644.992[s] Speed: 47.0[samples/s]
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2024-05-09 18:44:25 transreid.train INFO: Epoch 78 done. Time per epoch: 644.476[s] Speed: 47.1[samples/s]
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2024-05-09 18:55:08 transreid.train INFO: Epoch 79 done. Time per epoch: 642.839[s] Speed: 47.1[samples/s]
2024-05-09 18:55:24 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.049, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-09 19:05:49 transreid.train INFO: Epoch 80 done. Time per epoch: 640.891[s] Speed: 47.0[samples/s]
2024-05-09 19:13:08 transreid.train INFO: Validation Results - Epoch: 80
2024-05-09 19:13:08 transreid.train INFO: mAP: 45.1%
2024-05-09 19:13:08 transreid.train INFO: CMC curve, Rank-1  :71.9%
2024-05-09 19:13:08 transreid.train INFO: CMC curve, Rank-5  :84.6%
2024-05-09 19:13:08 transreid.train INFO: CMC curve, Rank-10 :88.4%
2024-05-09 19:13:24 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.065, Acc: 0.998, Base Lr: 1.92e-03
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2024-05-09 19:23:49 transreid.train INFO: Epoch 81 done. Time per epoch: 640.394[s] Speed: 47.5[samples/s]
2024-05-09 19:24:05 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.040, Acc: 1.000, Base Lr: 1.83e-03
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2024-05-09 19:45:09 transreid.train INFO: Epoch 83 done. Time per epoch: 639.381[s] Speed: 47.3[samples/s]
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2024-05-09 19:55:52 transreid.train INFO: Epoch 84 done. Time per epoch: 642.651[s] Speed: 47.3[samples/s]
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2024-05-09 20:27:59 transreid.train INFO: Epoch 87 done. Time per epoch: 643.536[s] Speed: 47.0[samples/s]
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2024-05-09 20:51:45 transreid.train INFO: Epoch 88 done. Time per epoch: 1425.194[s] Speed: 21.3[samples/s]
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2024-05-09 21:22:09 transreid.train INFO: Epoch 89 done. Time per epoch: 1824.362[s] Speed: 16.6[samples/s]
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2024-05-09 21:52:43 transreid.train INFO: Epoch 90 done. Time per epoch: 1834.094[s] Speed: 16.5[samples/s]
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2024-05-09 22:23:13 transreid.train INFO: Epoch 91 done. Time per epoch: 1830.135[s] Speed: 16.5[samples/s]
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2024-05-09 22:52:39 transreid.train INFO: Epoch 92 done. Time per epoch: 1765.475[s] Speed: 17.3[samples/s]
2024-05-09 22:53:20 transreid.train INFO: Epoch[93] Iter[10/486] Loss: 0.047, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-09 23:23:13 transreid.train INFO: Epoch 93 done. Time per epoch: 1834.181[s] Speed: 16.6[samples/s]
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2024-05-09 23:53:48 transreid.train INFO: Epoch 94 done. Time per epoch: 1835.585[s] Speed: 16.5[samples/s]
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2024-05-10 00:23:21 transreid.train INFO: Epoch 95 done. Time per epoch: 1772.676[s] Speed: 17.1[samples/s]
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2024-05-10 00:48:43 transreid.train INFO: Epoch 96 done. Time per epoch: 1521.488[s] Speed: 19.9[samples/s]
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2024-05-10 01:08:48 transreid.train INFO: Epoch 97 done. Time per epoch: 1205.866[s] Speed: 25.1[samples/s]
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2024-05-10 01:28:47 transreid.train INFO: Epoch 98 done. Time per epoch: 1198.395[s] Speed: 25.1[samples/s]
2024-05-10 01:29:15 transreid.train INFO: Epoch[99] Iter[10/486] Loss: 0.026, Acc: 1.000, Base Lr: 6.04e-04
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2024-05-10 01:48:55 transreid.train INFO: Epoch 99 done. Time per epoch: 1207.947[s] Speed: 25.1[samples/s]
2024-05-10 01:49:12 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.041, Acc: 0.995, Base Lr: 5.51e-04
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2024-05-10 02:07:06 transreid.train INFO: Epoch 100 done. Time per epoch: 1091.177[s] Speed: 27.8[samples/s]
2024-05-10 02:18:59 transreid.train INFO: Validation Results - Epoch: 100
2024-05-10 02:18:59 transreid.train INFO: mAP: 47.9%
2024-05-10 02:18:59 transreid.train INFO: CMC curve, Rank-1  :73.6%
2024-05-10 02:18:59 transreid.train INFO: CMC curve, Rank-5  :85.8%
2024-05-10 02:18:59 transreid.train INFO: CMC curve, Rank-10 :89.5%
2024-05-10 02:19:27 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.033, Acc: 0.995, Base Lr: 5.00e-04
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2024-05-10 02:39:12 transreid.train INFO: Epoch 101 done. Time per epoch: 1212.966[s] Speed: 25.1[samples/s]
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2024-05-10 02:59:18 transreid.train INFO: Epoch 102 done. Time per epoch: 1205.340[s] Speed: 25.1[samples/s]
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2024-05-10 03:17:29 transreid.train INFO: Epoch 103 done. Time per epoch: 1090.928[s] Speed: 27.8[samples/s]
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2024-05-10 03:37:32 transreid.train INFO: Epoch 104 done. Time per epoch: 1202.969[s] Speed: 25.1[samples/s]
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2024-05-10 03:57:35 transreid.train INFO: Epoch 105 done. Time per epoch: 1203.757[s] Speed: 25.0[samples/s]
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2024-05-10 04:17:41 transreid.train INFO: Epoch 106 done. Time per epoch: 1205.955[s] Speed: 25.0[samples/s]
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2024-05-10 04:56:16 transreid.train INFO: Epoch 108 done. Time per epoch: 1212.939[s] Speed: 25.0[samples/s]
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2024-05-10 05:16:31 transreid.train INFO: Epoch 109 done. Time per epoch: 1214.750[s] Speed: 24.9[samples/s]
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2024-05-10 05:36:36 transreid.train INFO: Epoch 110 done. Time per epoch: 1205.187[s] Speed: 25.1[samples/s]
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2024-05-10 05:56:39 transreid.train INFO: Epoch 111 done. Time per epoch: 1203.056[s] Speed: 25.2[samples/s]
2024-05-10 05:57:01 transreid.train INFO: Epoch[112] Iter[10/486] Loss: 0.025, Acc: 1.000, Base Lr: 1.03e-04
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2024-05-10 06:07:25 transreid.train INFO: Epoch 112 done. Time per epoch: 646.081[s] Speed: 46.8[samples/s]
2024-05-10 06:07:41 transreid.train INFO: Epoch[113] Iter[10/486] Loss: 0.023, Acc: 0.997, Base Lr: 8.28e-05
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2024-05-10 06:18:09 transreid.train INFO: Epoch 113 done. Time per epoch: 643.836[s] Speed: 47.2[samples/s]
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2024-05-10 06:28:50 transreid.train INFO: Epoch 114 done. Time per epoch: 640.760[s] Speed: 47.2[samples/s]
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2024-05-10 06:39:31 transreid.train INFO: Epoch 115 done. Time per epoch: 640.809[s] Speed: 47.2[samples/s]
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2024-05-10 06:50:11 transreid.train INFO: Epoch 116 done. Time per epoch: 640.476[s] Speed: 47.3[samples/s]
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2024-05-10 07:11:37 transreid.train INFO: Epoch 118 done. Time per epoch: 642.822[s] Speed: 47.3[samples/s]
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2024-05-10 07:22:18 transreid.train INFO: Epoch 119 done. Time per epoch: 641.359[s] Speed: 47.3[samples/s]
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2024-05-10 07:33:00 transreid.train INFO: Epoch 120 done. Time per epoch: 641.740[s] Speed: 47.3[samples/s]
2024-05-10 07:40:29 transreid.train INFO: Validation Results - Epoch: 120
2024-05-10 07:40:29 transreid.train INFO: mAP: 48.1%
2024-05-10 07:40:29 transreid.train INFO: CMC curve, Rank-1  :73.6%
2024-05-10 07:40:29 transreid.train INFO: CMC curve, Rank-5  :86.0%
2024-05-10 07:40:29 transreid.train INFO: CMC curve, Rank-10 :89.4%
