2024-05-13 14:38:37 transreid INFO: Saving model in the path :log/transreid/msmt17/volo_d3_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-13 14:38:37 transreid INFO: Loaded configuration file configs/msmt17/volo_d3.yml
2024-05-13 14:38:37 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: volo_d3
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/volo_d3.pth.tar
  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/volo_d3_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: 
2024-05-13 14:38:38 transreid.check INFO: Dataset statistics:
2024-05-13 14:38:38 transreid.check INFO:   ----------------------------------------
2024-05-13 14:38:38 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-13 14:38:38 transreid.check INFO:   ----------------------------------------
2024-05-13 14:38:38 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-13 14:38:38 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-13 14:38:38 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-13 14:38:38 transreid.check INFO:   ----------------------------------------
2024-05-13 14:38:41 transreid INFO: ===========using cosine learning rate=======
2024-05-13 14:38:41 transreid.train INFO: start training
2024-05-13 14:39:02 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 10.502, Acc: 0.000, Base Lr: 4.76e-04
2024-05-13 14:39:14 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 10.374, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 14:39:27 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 10.252, Acc: 0.001, Base Lr: 4.76e-04
2024-05-13 14:39:39 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 10.135, Acc: 0.002, Base Lr: 4.76e-04
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2024-05-13 14:40:04 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 9.892, Acc: 0.002, Base Lr: 4.76e-04
2024-05-13 14:40:16 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 9.792, Acc: 0.002, Base Lr: 4.76e-04
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2024-05-13 14:49:03 transreid.train INFO: Epoch 1 done. Time per epoch: 622.004[s] Speed: 48.9[samples/s]
2024-05-13 14:49:17 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 7.675, Acc: 0.006, Base Lr: 8.72e-04
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2024-05-13 14:59:24 transreid.train INFO: Epoch 2 done. Time per epoch: 620.846[s] Speed: 49.0[samples/s]
2024-05-13 14:59:38 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.400, Acc: 0.016, Base Lr: 1.27e-03
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2024-05-13 15:20:01 transreid.train INFO: Epoch 4 done. Time per epoch: 617.583[s] Speed: 49.0[samples/s]
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2024-05-13 15:30:19 transreid.train INFO: Epoch 5 done. Time per epoch: 618.028[s] Speed: 49.0[samples/s]
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2024-05-13 15:50:56 transreid.train INFO: Epoch 7 done. Time per epoch: 619.586[s] Speed: 49.0[samples/s]
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2024-05-13 16:01:14 transreid.train INFO: Epoch 8 done. Time per epoch: 618.521[s] Speed: 48.9[samples/s]
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2024-05-13 16:11:34 transreid.train INFO: Epoch 9 done. Time per epoch: 619.143[s] Speed: 49.0[samples/s]
2024-05-13 16:11:47 transreid.train INFO: Epoch[10] Iter[10/486] Loss: 2.217, Acc: 0.613, Base Lr: 4.04e-03
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2024-05-13 16:21:55 transreid.train INFO: Epoch 10 done. Time per epoch: 621.007[s] Speed: 49.0[samples/s]
2024-05-13 16:22:08 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 1.559, Acc: 0.753, Base Lr: 4.44e-03
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2024-05-13 16:32:13 transreid.train INFO: Epoch 11 done. Time per epoch: 618.675[s] Speed: 48.8[samples/s]
2024-05-13 16:32:27 transreid.train INFO: Epoch[12] Iter[10/486] Loss: 1.144, Acc: 0.831, Base Lr: 4.83e-03
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2024-05-13 16:42:36 transreid.train INFO: Epoch 12 done. Time per epoch: 623.211[s] Speed: 48.8[samples/s]
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2024-05-13 17:03:17 transreid.train INFO: Epoch 14 done. Time per epoch: 621.642[s] Speed: 48.8[samples/s]
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2024-05-13 17:13:38 transreid.train INFO: Epoch 15 done. Time per epoch: 620.892[s] Speed: 48.8[samples/s]
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2024-05-13 17:23:58 transreid.train INFO: Epoch 16 done. Time per epoch: 620.390[s] Speed: 48.9[samples/s]
2024-05-13 17:24:12 transreid.train INFO: Epoch[17] Iter[10/486] Loss: 0.523, Acc: 0.931, Base Lr: 6.81e-03
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2024-05-13 17:34:20 transreid.train INFO: Epoch 17 done. Time per epoch: 622.396[s] Speed: 48.7[samples/s]
2024-05-13 17:34:34 transreid.train INFO: Epoch[18] Iter[10/486] Loss: 0.543, Acc: 0.942, Base Lr: 7.21e-03
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2024-05-13 17:44:42 transreid.train INFO: Epoch 18 done. Time per epoch: 621.621[s] Speed: 48.8[samples/s]
2024-05-13 17:44:56 transreid.train INFO: Epoch[19] Iter[10/486] Loss: 0.360, Acc: 0.952, Base Lr: 7.60e-03
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2024-05-13 17:55:03 transreid.train INFO: Epoch 19 done. Time per epoch: 621.408[s] Speed: 48.8[samples/s]
2024-05-13 17:55:18 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.390, Acc: 0.958, Base Lr: 7.47e-03
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2024-05-13 18:05:24 transreid.train INFO: Epoch 20 done. Time per epoch: 620.116[s] Speed: 48.9[samples/s]
2024-05-13 18:17:37 transreid.train INFO: Validation Results - Epoch: 20
2024-05-13 18:17:37 transreid.train INFO: mAP: 44.7%
2024-05-13 18:17:37 transreid.train INFO: CMC curve, Rank-1  :70.0%
2024-05-13 18:17:37 transreid.train INFO: CMC curve, Rank-5  :82.3%
2024-05-13 18:17:37 transreid.train INFO: CMC curve, Rank-10 :86.4%
2024-05-13 18:17:51 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.237, Acc: 0.961, Base Lr: 7.41e-03
2024-05-13 18:18:03 transreid.train INFO: Epoch[21] Iter[20/486] Loss: 0.238, Acc: 0.972, Base Lr: 7.41e-03
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2024-05-13 18:19:05 transreid.train INFO: Epoch[21] Iter[70/486] Loss: 0.223, Acc: 0.977, Base Lr: 7.41e-03
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2024-05-13 18:27:49 transreid.train INFO: Epoch 21 done. Time per epoch: 611.679[s] Speed: 49.6[samples/s]
2024-05-13 18:28:03 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.440, Acc: 0.947, Base Lr: 7.36e-03
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2024-05-13 18:38:03 transreid.train INFO: Epoch 22 done. Time per epoch: 613.685[s] Speed: 49.2[samples/s]
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2024-05-13 18:48:20 transreid.train INFO: Epoch 23 done. Time per epoch: 617.496[s] Speed: 49.1[samples/s]
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2024-05-13 18:58:36 transreid.train INFO: Epoch 24 done. Time per epoch: 615.578[s] Speed: 49.3[samples/s]
2024-05-13 18:58:50 transreid.train INFO: Epoch[25] Iter[10/486] Loss: 0.141, Acc: 0.986, Base Lr: 7.18e-03
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2024-05-13 19:08:55 transreid.train INFO: Epoch 25 done. Time per epoch: 619.064[s] Speed: 49.1[samples/s]
2024-05-13 19:09:09 transreid.train INFO: Epoch[26] Iter[10/486] Loss: 0.235, Acc: 0.975, Base Lr: 7.11e-03
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2024-05-13 19:19:13 transreid.train INFO: Epoch 26 done. Time per epoch: 617.871[s] Speed: 49.2[samples/s]
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2024-05-13 19:29:31 transreid.train INFO: Epoch 27 done. Time per epoch: 618.922[s] Speed: 49.1[samples/s]
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2024-05-13 19:39:46 transreid.train INFO: Epoch 28 done. Time per epoch: 614.504[s] Speed: 49.3[samples/s]
2024-05-13 19:40:00 transreid.train INFO: Epoch[29] Iter[10/486] Loss: 0.129, Acc: 0.988, Base Lr: 6.90e-03
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2024-05-13 19:50:01 transreid.train INFO: Epoch 29 done. Time per epoch: 615.364[s] Speed: 49.2[samples/s]
2024-05-13 19:50:16 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 0.152, Acc: 0.986, Base Lr: 6.83e-03
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2024-05-13 20:00:17 transreid.train INFO: Epoch 30 done. Time per epoch: 615.606[s] Speed: 49.3[samples/s]
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2024-05-13 20:10:32 transreid.train INFO: Epoch 31 done. Time per epoch: 614.872[s] Speed: 49.2[samples/s]
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2024-05-13 20:20:48 transreid.train INFO: Epoch 32 done. Time per epoch: 616.457[s] Speed: 49.3[samples/s]
2024-05-13 20:21:03 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.085, Acc: 0.992, Base Lr: 6.60e-03
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2024-05-13 20:31:04 transreid.train INFO: Epoch 33 done. Time per epoch: 616.019[s] Speed: 49.2[samples/s]
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2024-05-13 20:41:18 transreid.train INFO: Epoch 34 done. Time per epoch: 613.593[s] Speed: 49.3[samples/s]
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2024-05-13 21:01:48 transreid.train INFO: Epoch 36 done. Time per epoch: 613.114[s] Speed: 49.3[samples/s]
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2024-05-13 21:12:05 transreid.train INFO: Epoch 37 done. Time per epoch: 616.992[s] Speed: 49.2[samples/s]
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2024-05-13 21:22:23 transreid.train INFO: Epoch 38 done. Time per epoch: 617.857[s] Speed: 49.1[samples/s]
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2024-05-13 21:32:40 transreid.train INFO: Epoch 39 done. Time per epoch: 617.479[s] Speed: 49.1[samples/s]
2024-05-13 21:32:55 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.053, Acc: 0.998, Base Lr: 6.00e-03
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2024-05-13 21:42:57 transreid.train INFO: Epoch 40 done. Time per epoch: 617.247[s] Speed: 49.3[samples/s]
2024-05-13 21:55:02 transreid.train INFO: Validation Results - Epoch: 40
2024-05-13 21:55:02 transreid.train INFO: mAP: 53.6%
2024-05-13 21:55:02 transreid.train INFO: CMC curve, Rank-1  :76.7%
2024-05-13 21:55:02 transreid.train INFO: CMC curve, Rank-5  :87.2%
2024-05-13 21:55:02 transreid.train INFO: CMC curve, Rank-10 :90.3%
2024-05-13 21:55:17 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.048, Acc: 0.998, Base Lr: 5.91e-03
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2024-05-13 22:05:13 transreid.train INFO: Epoch 41 done. Time per epoch: 611.584[s] Speed: 49.7[samples/s]
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2024-05-13 22:15:30 transreid.train INFO: Epoch 42 done. Time per epoch: 616.822[s] Speed: 49.2[samples/s]
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2024-05-13 22:25:47 transreid.train INFO: Epoch 43 done. Time per epoch: 616.721[s] Speed: 49.2[samples/s]
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2024-05-13 22:46:19 transreid.train INFO: Epoch 45 done. Time per epoch: 614.812[s] Speed: 49.2[samples/s]
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2024-05-13 22:56:34 transreid.train INFO: Epoch 46 done. Time per epoch: 614.526[s] Speed: 49.3[samples/s]
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2024-05-13 23:16:58 transreid.train INFO: Epoch 48 done. Time per epoch: 610.644[s] Speed: 49.3[samples/s]
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2024-05-13 23:27:13 transreid.train INFO: Epoch 49 done. Time per epoch: 614.726[s] Speed: 49.2[samples/s]
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2024-05-13 23:37:27 transreid.train INFO: Epoch 50 done. Time per epoch: 613.805[s] Speed: 49.3[samples/s]
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2024-05-13 23:47:46 transreid.train INFO: Epoch 51 done. Time per epoch: 619.085[s] Speed: 49.3[samples/s]
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2024-05-13 23:58:05 transreid.train INFO: Epoch 52 done. Time per epoch: 618.910[s] Speed: 49.1[samples/s]
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2024-05-14 00:08:23 transreid.train INFO: Epoch 53 done. Time per epoch: 618.540[s] Speed: 49.0[samples/s]
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2024-05-14 00:29:01 transreid.train INFO: Epoch 55 done. Time per epoch: 616.219[s] Speed: 49.0[samples/s]
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2024-05-14 00:39:16 transreid.train INFO: Epoch 56 done. Time per epoch: 615.041[s] Speed: 49.1[samples/s]
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2024-05-14 00:59:48 transreid.train INFO: Epoch 58 done. Time per epoch: 614.683[s] Speed: 49.2[samples/s]
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2024-05-14 01:10:05 transreid.train INFO: Epoch 59 done. Time per epoch: 616.285[s] Speed: 49.3[samples/s]
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2024-05-14 01:20:17 transreid.train INFO: Epoch 60 done. Time per epoch: 612.093[s] Speed: 49.4[samples/s]
2024-05-14 01:32:30 transreid.train INFO: Validation Results - Epoch: 60
2024-05-14 01:32:30 transreid.train INFO: mAP: 56.7%
2024-05-14 01:32:30 transreid.train INFO: CMC curve, Rank-1  :78.8%
2024-05-14 01:32:30 transreid.train INFO: CMC curve, Rank-5  :88.6%
2024-05-14 01:32:30 transreid.train INFO: CMC curve, Rank-10 :91.3%
2024-05-14 01:32:45 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.025, Acc: 0.998, Base Lr: 3.90e-03
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2024-05-14 01:42:44 transreid.train INFO: Epoch 61 done. Time per epoch: 613.998[s] Speed: 49.4[samples/s]
2024-05-14 01:42:59 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.023, Acc: 1.000, Base Lr: 3.80e-03
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2024-05-14 01:52:58 transreid.train INFO: Epoch 62 done. Time per epoch: 613.831[s] Speed: 49.1[samples/s]
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2024-05-14 02:13:29 transreid.train INFO: Epoch 64 done. Time per epoch: 614.963[s] Speed: 49.3[samples/s]
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2024-05-14 02:23:44 transreid.train INFO: Epoch 65 done. Time per epoch: 614.942[s] Speed: 49.2[samples/s]
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2024-05-14 02:44:18 transreid.train INFO: Epoch 67 done. Time per epoch: 617.265[s] Speed: 49.1[samples/s]
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2024-05-14 02:54:35 transreid.train INFO: Epoch 68 done. Time per epoch: 616.696[s] Speed: 49.1[samples/s]
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2024-05-14 03:15:09 transreid.train INFO: Epoch 70 done. Time per epoch: 617.516[s] Speed: 49.0[samples/s]
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2024-05-14 03:25:27 transreid.train INFO: Epoch 71 done. Time per epoch: 617.964[s] Speed: 49.1[samples/s]
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2024-05-14 04:47:31 transreid.train INFO: Epoch 79 done. Time per epoch: 611.820[s] Speed: 49.5[samples/s]
2024-05-14 04:47:46 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.020, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-14 04:57:41 transreid.train INFO: Epoch 80 done. Time per epoch: 609.837[s] Speed: 49.4[samples/s]
2024-05-14 05:09:51 transreid.train INFO: Validation Results - Epoch: 80
2024-05-14 05:09:51 transreid.train INFO: mAP: 58.6%
2024-05-14 05:09:51 transreid.train INFO: CMC curve, Rank-1  :80.3%
2024-05-14 05:09:51 transreid.train INFO: CMC curve, Rank-5  :89.4%
2024-05-14 05:09:51 transreid.train INFO: CMC curve, Rank-10 :92.0%
2024-05-14 05:10:06 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.013, Acc: 1.000, Base Lr: 1.92e-03
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2024-05-14 05:20:01 transreid.train INFO: Epoch 81 done. Time per epoch: 609.354[s] Speed: 49.9[samples/s]
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2024-05-14 06:21:13 transreid.train INFO: Epoch 87 done. Time per epoch: 609.237[s] Speed: 49.7[samples/s]
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2024-05-14 07:22:22 transreid.train INFO: Epoch 93 done. Time per epoch: 611.988[s] Speed: 49.7[samples/s]
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2024-05-14 08:23:24 transreid.train INFO: Epoch 99 done. Time per epoch: 609.941[s] Speed: 49.7[samples/s]
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2024-05-14 08:33:38 transreid.train INFO: Epoch 100 done. Time per epoch: 613.879[s] Speed: 49.4[samples/s]
2024-05-14 08:45:37 transreid.train INFO: Validation Results - Epoch: 100
2024-05-14 08:45:37 transreid.train INFO: mAP: 60.2%
2024-05-14 08:45:37 transreid.train INFO: CMC curve, Rank-1  :81.4%
2024-05-14 08:45:37 transreid.train INFO: CMC curve, Rank-5  :90.0%
2024-05-14 08:45:37 transreid.train INFO: CMC curve, Rank-10 :92.4%
2024-05-14 08:45:52 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.011, Acc: 1.000, Base Lr: 5.00e-04
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2024-05-14 10:48:27 transreid.train INFO: Epoch 112 done. Time per epoch: 614.599[s] Speed: 49.2[samples/s]
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2024-05-14 10:58:43 transreid.train INFO: Epoch 113 done. Time per epoch: 615.809[s] Speed: 49.4[samples/s]
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2024-05-14 11:19:03 transreid.train INFO: Epoch 115 done. Time per epoch: 608.879[s] Speed: 49.7[samples/s]
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2024-05-14 11:29:13 transreid.train INFO: Epoch 116 done. Time per epoch: 609.574[s] Speed: 49.7[samples/s]
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2024-05-14 11:59:55 transreid.train INFO: Epoch 119 done. Time per epoch: 612.604[s] Speed: 49.5[samples/s]
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2024-05-14 12:07:14 transreid.train INFO: Epoch[120] Iter[340/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-14 12:07:27 transreid.train INFO: Epoch[120] Iter[350/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-14 12:07:39 transreid.train INFO: Epoch[120] Iter[360/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-14 12:07:52 transreid.train INFO: Epoch[120] Iter[370/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-14 12:08:06 transreid.train INFO: Epoch[120] Iter[380/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-14 12:08:18 transreid.train INFO: Epoch[120] Iter[390/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-14 12:08:31 transreid.train INFO: Epoch[120] Iter[400/486] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-14 12:08:44 transreid.train INFO: Epoch[120] Iter[410/486] Loss: 0.009, Acc: 0.999, Base Lr: 1.60e-05
2024-05-14 12:08:56 transreid.train INFO: Epoch[120] Iter[420/486] Loss: 0.009, Acc: 0.999, Base Lr: 1.60e-05
2024-05-14 12:09:09 transreid.train INFO: Epoch[120] Iter[430/486] Loss: 0.009, Acc: 0.999, Base Lr: 1.60e-05
2024-05-14 12:09:22 transreid.train INFO: Epoch[120] Iter[440/486] Loss: 0.009, Acc: 0.999, Base Lr: 1.60e-05
2024-05-14 12:09:35 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.009, Acc: 0.999, Base Lr: 1.60e-05
2024-05-14 12:09:48 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.009, Acc: 0.999, Base Lr: 1.60e-05
2024-05-14 12:10:01 transreid.train INFO: Epoch[120] Iter[470/486] Loss: 0.009, Acc: 0.999, Base Lr: 1.60e-05
2024-05-14 12:10:07 transreid.train INFO: Epoch 120 done. Time per epoch: 611.966[s] Speed: 49.6[samples/s]
2024-05-14 12:22:06 transreid.train INFO: Validation Results - Epoch: 120
2024-05-14 12:22:06 transreid.train INFO: mAP: 60.7%
2024-05-14 12:22:06 transreid.train INFO: CMC curve, Rank-1  :81.7%
2024-05-14 12:22:06 transreid.train INFO: CMC curve, Rank-5  :90.2%
2024-05-14 12:22:06 transreid.train INFO: CMC curve, Rank-10 :92.7%
