2024-05-09 20:41:52 transreid INFO: Saving model in the path :log/bs_exp/EdgeNext_Base_MSMT17/64bs_lr0.0004_ep120_warm20_seed0
2024-05-09 20:41:52 transreid INFO: Loaded configuration file configs/msmt17/edgenext_base.yml
2024-05-09 20:41:52 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: msmt17
  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: edgenext_base
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/EdgeNext_Base.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/EdgeNext_Base_MSMT17/64bs_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: 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: 
2024-05-09 20:41:53 transreid.check INFO: Dataset statistics:
2024-05-09 20:41:53 transreid.check INFO:   ----------------------------------------
2024-05-09 20:41:53 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-09 20:41:53 transreid.check INFO:   ----------------------------------------
2024-05-09 20:41:53 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-09 20:41:53 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-09 20:41:53 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-09 20:41:53 transreid.check INFO:   ----------------------------------------
2024-05-09 20:41:57 transreid INFO: ===========using cosine learning rate=======
2024-05-09 20:41:57 transreid.train INFO: start training
2024-05-09 20:42:02 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 19.800, Acc: 0.000, Base Lr: 2.38e-05
2024-05-09 20:42:03 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 20.376, Acc: 0.000, Base Lr: 2.38e-05
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2024-05-09 20:42:05 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 17.985, Acc: 0.000, Base Lr: 2.38e-05
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2024-05-09 20:42:07 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 16.450, Acc: 0.001, Base Lr: 2.38e-05
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2024-05-09 20:42:51 transreid.train INFO: Epoch 1 done. Time per epoch: 53.990[s] Speed: 563.1[samples/s]
2024-05-09 20:42:53 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 10.194, Acc: 0.002, Base Lr: 4.36e-05
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2024-05-09 20:43:41 transreid.train INFO: Epoch 2 done. Time per epoch: 50.057[s] Speed: 607.3[samples/s]
2024-05-09 20:43:43 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 7.774, Acc: 0.048, Base Lr: 6.34e-05
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2024-05-09 20:45:22 transreid.train INFO: Epoch 4 done. Time per epoch: 50.178[s] Speed: 603.3[samples/s]
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2024-05-09 20:46:12 transreid.train INFO: Epoch 5 done. Time per epoch: 50.734[s] Speed: 596.7[samples/s]
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2024-05-09 20:47:54 transreid.train INFO: Epoch 7 done. Time per epoch: 50.567[s] Speed: 599.9[samples/s]
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2024-05-09 20:48:44 transreid.train INFO: Epoch 8 done. Time per epoch: 50.729[s] Speed: 596.7[samples/s]
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2024-05-09 20:50:26 transreid.train INFO: Epoch 10 done. Time per epoch: 50.974[s] Speed: 596.4[samples/s]
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2024-05-09 20:51:16 transreid.train INFO: Epoch 11 done. Time per epoch: 50.281[s] Speed: 600.8[samples/s]
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2024-05-09 20:52:07 transreid.train INFO: Epoch 12 done. Time per epoch: 50.739[s] Speed: 599.1[samples/s]
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2024-05-09 20:54:38 transreid.train INFO: Epoch 15 done. Time per epoch: 50.278[s] Speed: 602.1[samples/s]
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2024-05-09 20:56:19 transreid.train INFO: Epoch 17 done. Time per epoch: 50.587[s] Speed: 599.7[samples/s]
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2024-05-09 20:57:09 transreid.train INFO: Epoch 18 done. Time per epoch: 50.553[s] Speed: 600.1[samples/s]
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2024-05-09 20:58:00 transreid.train INFO: Epoch 19 done. Time per epoch: 50.544[s] Speed: 600.2[samples/s]
2024-05-09 20:58:02 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 3.842, Acc: 0.375, Base Lr: 3.73e-04
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2024-05-09 20:58:51 transreid.train INFO: Epoch 20 done. Time per epoch: 50.677[s] Speed: 598.6[samples/s]
2024-05-09 21:01:08 transreid.train INFO: Validation Results - Epoch: 20
2024-05-09 21:01:08 transreid.train INFO: mAP: 56.9%
2024-05-09 21:01:08 transreid.train INFO: CMC curve, Rank-1  :79.0%
2024-05-09 21:01:08 transreid.train INFO: CMC curve, Rank-5  :88.0%
2024-05-09 21:01:08 transreid.train INFO: CMC curve, Rank-10 :90.9%
2024-05-09 21:01:11 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 3.565, Acc: 0.381, Base Lr: 3.71e-04
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2024-05-09 21:01:59 transreid.train INFO: Epoch 21 done. Time per epoch: 50.962[s] Speed: 595.3[samples/s]
2024-05-09 21:02:02 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 3.358, Acc: 0.463, Base Lr: 3.68e-04
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2024-05-09 21:03:43 transreid.train INFO: Epoch 23 done. Time per epoch: 52.959[s] Speed: 572.8[samples/s]
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2024-05-09 21:04:37 transreid.train INFO: Epoch 24 done. Time per epoch: 53.625[s] Speed: 565.7[samples/s]
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2024-05-09 21:06:23 transreid.train INFO: Epoch 26 done. Time per epoch: 53.089[s] Speed: 572.6[samples/s]
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2024-05-09 21:07:16 transreid.train INFO: Epoch 27 done. Time per epoch: 53.313[s] Speed: 570.2[samples/s]
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2024-05-09 21:09:03 transreid.train INFO: Epoch 29 done. Time per epoch: 52.899[s] Speed: 572.3[samples/s]
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2024-05-09 21:09:56 transreid.train INFO: Epoch 30 done. Time per epoch: 53.097[s] Speed: 571.3[samples/s]
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2024-05-09 21:10:49 transreid.train INFO: Epoch 31 done. Time per epoch: 52.898[s] Speed: 572.3[samples/s]
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2024-05-09 21:12:35 transreid.train INFO: Epoch 33 done. Time per epoch: 53.009[s] Speed: 572.3[samples/s]
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2024-05-09 21:13:28 transreid.train INFO: Epoch 34 done. Time per epoch: 53.331[s] Speed: 567.6[samples/s]
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2024-05-09 21:14:21 transreid.train INFO: Epoch 35 done. Time per epoch: 53.085[s] Speed: 572.7[samples/s]
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2024-05-09 21:15:14 transreid.train INFO: Epoch 36 done. Time per epoch: 52.927[s] Speed: 570.7[samples/s]
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2024-05-09 21:16:08 transreid.train INFO: Epoch 37 done. Time per epoch: 53.603[s] Speed: 565.9[samples/s]
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2024-05-09 21:17:01 transreid.train INFO: Epoch 38 done. Time per epoch: 52.862[s] Speed: 573.9[samples/s]
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2024-05-09 21:17:54 transreid.train INFO: Epoch 39 done. Time per epoch: 53.253[s] Speed: 569.7[samples/s]
2024-05-09 21:17:58 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 1.076, Acc: 0.867, Base Lr: 3.00e-04
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2024-05-09 21:18:47 transreid.train INFO: Epoch 40 done. Time per epoch: 53.320[s] Speed: 570.1[samples/s]
2024-05-09 21:21:12 transreid.train INFO: Validation Results - Epoch: 40
2024-05-09 21:21:12 transreid.train INFO: mAP: 63.5%
2024-05-09 21:21:12 transreid.train INFO: CMC curve, Rank-1  :83.6%
2024-05-09 21:21:12 transreid.train INFO: CMC curve, Rank-5  :91.0%
2024-05-09 21:21:12 transreid.train INFO: CMC curve, Rank-10 :93.2%
2024-05-09 21:21:16 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.838, Acc: 0.911, Base Lr: 2.96e-04
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2024-05-09 21:23:00 transreid.train INFO: Epoch 42 done. Time per epoch: 54.159[s] Speed: 560.1[samples/s]
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2024-05-09 21:23:54 transreid.train INFO: Epoch 43 done. Time per epoch: 54.197[s] Speed: 559.7[samples/s]
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2024-05-09 21:25:41 transreid.train INFO: Epoch 45 done. Time per epoch: 53.517[s] Speed: 565.7[samples/s]
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2024-05-09 21:26:35 transreid.train INFO: Epoch 46 done. Time per epoch: 53.540[s] Speed: 565.4[samples/s]
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2024-05-09 21:27:29 transreid.train INFO: Epoch 47 done. Time per epoch: 54.188[s] Speed: 557.5[samples/s]
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2024-05-09 21:28:23 transreid.train INFO: Epoch 48 done. Time per epoch: 53.380[s] Speed: 563.5[samples/s]
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2024-05-09 21:29:16 transreid.train INFO: Epoch 49 done. Time per epoch: 53.790[s] Speed: 562.8[samples/s]
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2024-05-09 21:30:10 transreid.train INFO: Epoch 50 done. Time per epoch: 53.548[s] Speed: 565.3[samples/s]
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2024-05-09 21:31:04 transreid.train INFO: Epoch 51 done. Time per epoch: 53.912[s] Speed: 566.3[samples/s]
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2024-05-09 21:31:58 transreid.train INFO: Epoch 52 done. Time per epoch: 53.993[s] Speed: 563.0[samples/s]
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2024-05-09 21:32:52 transreid.train INFO: Epoch 53 done. Time per epoch: 53.757[s] Speed: 564.3[samples/s]
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2024-05-09 21:33:46 transreid.train INFO: Epoch 54 done. Time per epoch: 54.150[s] Speed: 563.8[samples/s]
2024-05-09 21:33:50 transreid.train INFO: Epoch[55] Iter[10/486] Loss: 0.548, Acc: 0.942, Base Lr: 2.26e-04
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2024-05-09 21:34:39 transreid.train INFO: Epoch 55 done. Time per epoch: 53.544[s] Speed: 564.2[samples/s]
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2024-05-09 21:35:33 transreid.train INFO: Epoch 56 done. Time per epoch: 53.223[s] Speed: 567.6[samples/s]
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2024-05-09 21:36:27 transreid.train INFO: Epoch 57 done. Time per epoch: 54.025[s] Speed: 561.5[samples/s]
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2024-05-09 21:37:20 transreid.train INFO: Epoch 58 done. Time per epoch: 53.684[s] Speed: 563.9[samples/s]
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2024-05-09 21:38:14 transreid.train INFO: Epoch 59 done. Time per epoch: 53.761[s] Speed: 565.5[samples/s]
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2024-05-09 21:39:08 transreid.train INFO: Epoch 60 done. Time per epoch: 53.607[s] Speed: 563.5[samples/s]
2024-05-09 21:41:30 transreid.train INFO: Validation Results - Epoch: 60
2024-05-09 21:41:30 transreid.train INFO: mAP: 65.3%
2024-05-09 21:41:30 transreid.train INFO: CMC curve, Rank-1  :84.5%
2024-05-09 21:41:30 transreid.train INFO: CMC curve, Rank-5  :91.5%
2024-05-09 21:41:30 transreid.train INFO: CMC curve, Rank-10 :93.7%
2024-05-09 21:41:35 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.400, Acc: 0.953, Base Lr: 1.95e-04
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2024-05-09 21:42:24 transreid.train INFO: Epoch 61 done. Time per epoch: 53.467[s] Speed: 567.4[samples/s]
2024-05-09 21:42:28 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.346, Acc: 0.964, Base Lr: 1.90e-04
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2024-05-09 21:43:17 transreid.train INFO: Epoch 62 done. Time per epoch: 53.392[s] Speed: 564.6[samples/s]
2024-05-09 21:43:21 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.286, Acc: 0.981, Base Lr: 1.85e-04
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2024-05-09 21:44:12 transreid.train INFO: Epoch 63 done. Time per epoch: 54.385[s] Speed: 557.8[samples/s]
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2024-05-09 21:45:06 transreid.train INFO: Epoch 64 done. Time per epoch: 54.427[s] Speed: 557.4[samples/s]
2024-05-09 21:45:11 transreid.train INFO: Epoch[65] Iter[10/486] Loss: 0.290, Acc: 0.981, Base Lr: 1.74e-04
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2024-05-09 21:46:00 transreid.train INFO: Epoch 65 done. Time per epoch: 54.505[s] Speed: 555.4[samples/s]
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2024-05-09 21:46:54 transreid.train INFO: Epoch 66 done. Time per epoch: 53.654[s] Speed: 565.4[samples/s]
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2024-05-09 21:47:48 transreid.train INFO: Epoch 67 done. Time per epoch: 53.880[s] Speed: 563.0[samples/s]
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2024-05-09 21:48:42 transreid.train INFO: Epoch 68 done. Time per epoch: 53.869[s] Speed: 562.0[samples/s]
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2024-05-09 21:49:36 transreid.train INFO: Epoch 69 done. Time per epoch: 53.973[s] Speed: 562.1[samples/s]
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2024-05-09 21:50:30 transreid.train INFO: Epoch 70 done. Time per epoch: 53.867[s] Speed: 562.0[samples/s]
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2024-05-09 21:51:24 transreid.train INFO: Epoch 71 done. Time per epoch: 54.203[s] Speed: 559.7[samples/s]
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2024-05-09 21:52:18 transreid.train INFO: Epoch 72 done. Time per epoch: 54.553[s] Speed: 554.9[samples/s]
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2024-05-09 21:53:13 transreid.train INFO: Epoch 73 done. Time per epoch: 54.034[s] Speed: 561.4[samples/s]
2024-05-09 21:53:17 transreid.train INFO: Epoch[74] Iter[10/486] Loss: 0.295, Acc: 0.972, Base Lr: 1.29e-04
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2024-05-09 21:54:07 transreid.train INFO: Epoch 74 done. Time per epoch: 54.176[s] Speed: 561.1[samples/s]
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2024-05-09 21:55:54 transreid.train INFO: Epoch 76 done. Time per epoch: 53.676[s] Speed: 565.2[samples/s]
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2024-05-09 21:56:48 transreid.train INFO: Epoch 77 done. Time per epoch: 53.816[s] Speed: 563.7[samples/s]
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2024-05-09 21:57:42 transreid.train INFO: Epoch 78 done. Time per epoch: 53.607[s] Speed: 565.9[samples/s]
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2024-05-09 21:58:35 transreid.train INFO: Epoch 79 done. Time per epoch: 53.536[s] Speed: 565.4[samples/s]
2024-05-09 21:58:40 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.281, Acc: 0.975, Base Lr: 1.01e-04
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2024-05-09 21:59:29 transreid.train INFO: Epoch 80 done. Time per epoch: 53.323[s] Speed: 565.3[samples/s]
2024-05-09 22:01:53 transreid.train INFO: Validation Results - Epoch: 80
2024-05-09 22:01:53 transreid.train INFO: mAP: 66.7%
2024-05-09 22:01:53 transreid.train INFO: CMC curve, Rank-1  :85.5%
2024-05-09 22:01:53 transreid.train INFO: CMC curve, Rank-5  :92.2%
2024-05-09 22:01:53 transreid.train INFO: CMC curve, Rank-10 :93.9%
2024-05-09 22:01:58 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.241, Acc: 0.981, Base Lr: 9.61e-05
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2024-05-09 22:02:47 transreid.train INFO: Epoch 81 done. Time per epoch: 54.023[s] Speed: 562.7[samples/s]
2024-05-09 22:02:52 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.194, Acc: 0.992, Base Lr: 9.17e-05
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2024-05-09 22:04:35 transreid.train INFO: Epoch 83 done. Time per epoch: 54.101[s] Speed: 559.5[samples/s]
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2024-05-09 22:05:29 transreid.train INFO: Epoch 84 done. Time per epoch: 53.847[s] Speed: 564.6[samples/s]
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2024-05-09 22:06:23 transreid.train INFO: Epoch 85 done. Time per epoch: 53.736[s] Speed: 562.2[samples/s]
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2024-05-09 22:07:16 transreid.train INFO: Epoch 86 done. Time per epoch: 53.523[s] Speed: 565.6[samples/s]
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2024-05-09 22:08:10 transreid.train INFO: Epoch 87 done. Time per epoch: 53.587[s] Speed: 564.9[samples/s]
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2024-05-09 22:09:03 transreid.train INFO: Epoch 88 done. Time per epoch: 53.459[s] Speed: 567.5[samples/s]
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2024-05-09 22:09:57 transreid.train INFO: Epoch 89 done. Time per epoch: 54.020[s] Speed: 561.6[samples/s]
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2024-05-09 22:10:51 transreid.train INFO: Epoch 90 done. Time per epoch: 53.889[s] Speed: 562.9[samples/s]
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2024-05-09 22:11:45 transreid.train INFO: Epoch 91 done. Time per epoch: 53.748[s] Speed: 563.2[samples/s]
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2024-05-09 22:12:39 transreid.train INFO: Epoch 92 done. Time per epoch: 54.365[s] Speed: 560.4[samples/s]
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2024-05-09 22:13:33 transreid.train INFO: Epoch 93 done. Time per epoch: 53.901[s] Speed: 564.0[samples/s]
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2024-05-09 22:14:27 transreid.train INFO: Epoch 94 done. Time per epoch: 53.549[s] Speed: 566.5[samples/s]
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2024-05-09 22:15:20 transreid.train INFO: Epoch 95 done. Time per epoch: 53.682[s] Speed: 565.1[samples/s]
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2024-05-09 22:16:14 transreid.train INFO: Epoch 96 done. Time per epoch: 53.627[s] Speed: 565.7[samples/s]
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2024-05-09 22:17:08 transreid.train INFO: Epoch 97 done. Time per epoch: 53.424[s] Speed: 565.4[samples/s]
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2024-05-09 22:18:01 transreid.train INFO: Epoch 98 done. Time per epoch: 53.220[s] Speed: 565.2[samples/s]
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2024-05-09 22:18:54 transreid.train INFO: Epoch 99 done. Time per epoch: 53.752[s] Speed: 564.4[samples/s]
2024-05-09 22:18:59 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.211, Acc: 0.983, Base Lr: 2.75e-05
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2024-05-09 22:19:49 transreid.train INFO: Epoch 100 done. Time per epoch: 54.023[s] Speed: 561.5[samples/s]
2024-05-09 22:22:11 transreid.train INFO: Validation Results - Epoch: 100
2024-05-09 22:22:11 transreid.train INFO: mAP: 68.1%
2024-05-09 22:22:11 transreid.train INFO: CMC curve, Rank-1  :86.1%
2024-05-09 22:22:11 transreid.train INFO: CMC curve, Rank-5  :92.7%
2024-05-09 22:22:11 transreid.train INFO: CMC curve, Rank-10 :94.4%
2024-05-09 22:22:15 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.163, Acc: 0.989, Base Lr: 2.50e-05
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2024-05-09 22:23:58 transreid.train INFO: Epoch 102 done. Time per epoch: 53.469[s] Speed: 565.0[samples/s]
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2024-05-09 22:24:52 transreid.train INFO: Epoch 103 done. Time per epoch: 53.704[s] Speed: 564.9[samples/s]
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2024-05-09 22:25:46 transreid.train INFO: Epoch 104 done. Time per epoch: 53.873[s] Speed: 560.7[samples/s]
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2024-05-09 22:26:39 transreid.train INFO: Epoch 105 done. Time per epoch: 53.616[s] Speed: 562.2[samples/s]
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2024-05-09 22:27:33 transreid.train INFO: Epoch 106 done. Time per epoch: 53.330[s] Speed: 566.4[samples/s]
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2024-05-09 22:28:27 transreid.train INFO: Epoch 107 done. Time per epoch: 53.898[s] Speed: 562.8[samples/s]
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2024-05-09 22:29:20 transreid.train INFO: Epoch 108 done. Time per epoch: 53.589[s] Speed: 564.9[samples/s]
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2024-05-09 22:30:14 transreid.train INFO: Epoch 109 done. Time per epoch: 53.849[s] Speed: 562.2[samples/s]
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2024-05-09 22:31:08 transreid.train INFO: Epoch 110 done. Time per epoch: 53.622[s] Speed: 564.5[samples/s]
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2024-05-09 22:32:02 transreid.train INFO: Epoch 111 done. Time per epoch: 54.762[s] Speed: 552.8[samples/s]
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2024-05-09 22:32:56 transreid.train INFO: Epoch 112 done. Time per epoch: 53.592[s] Speed: 563.7[samples/s]
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2024-05-09 22:33:50 transreid.train INFO: Epoch 113 done. Time per epoch: 54.286[s] Speed: 560.0[samples/s]
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2024-05-09 22:34:44 transreid.train INFO: Epoch 114 done. Time per epoch: 53.703[s] Speed: 563.7[samples/s]
2024-05-09 22:34:48 transreid.train INFO: Epoch[115] Iter[10/486] Loss: 0.190, Acc: 0.988, Base Lr: 2.51e-06
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2024-05-09 22:35:38 transreid.train INFO: Epoch 115 done. Time per epoch: 53.484[s] Speed: 566.0[samples/s]
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2024-05-09 22:36:31 transreid.train INFO: Epoch 116 done. Time per epoch: 53.458[s] Speed: 566.3[samples/s]
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2024-05-09 22:37:25 transreid.train INFO: Epoch 117 done. Time per epoch: 53.930[s] Speed: 563.7[samples/s]
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2024-05-09 22:38:19 transreid.train INFO: Epoch 118 done. Time per epoch: 54.025[s] Speed: 562.7[samples/s]
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2024-05-09 22:39:13 transreid.train INFO: Epoch 119 done. Time per epoch: 53.877[s] Speed: 563.1[samples/s]
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2024-05-09 22:40:00 transreid.train INFO: Epoch[120] Iter[420/486] Loss: 0.101, Acc: 0.996, Base Lr: 8.00e-07
2024-05-09 22:40:01 transreid.train INFO: Epoch[120] Iter[430/486] Loss: 0.100, Acc: 0.996, Base Lr: 8.00e-07
2024-05-09 22:40:02 transreid.train INFO: Epoch[120] Iter[440/486] Loss: 0.099, Acc: 0.996, Base Lr: 8.00e-07
2024-05-09 22:40:04 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.097, Acc: 0.996, Base Lr: 8.00e-07
2024-05-09 22:40:05 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.096, Acc: 0.996, Base Lr: 8.00e-07
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2024-05-09 22:40:07 transreid.train INFO: Epoch 120 done. Time per epoch: 53.930[s] Speed: 562.5[samples/s]
2024-05-09 22:42:28 transreid.train INFO: Validation Results - Epoch: 120
2024-05-09 22:42:28 transreid.train INFO: mAP: 68.6%
2024-05-09 22:42:28 transreid.train INFO: CMC curve, Rank-1  :86.6%
2024-05-09 22:42:28 transreid.train INFO: CMC curve, Rank-5  :92.7%
2024-05-09 22:42:28 transreid.train INFO: CMC curve, Rank-10 :94.5%
