2024-05-06 18:45:06 transreid INFO: Saving model in the path :log/bs_exp/ConvNext_Tiny_MSMT17/64bs_lr0.0004_ep120_warm20_seed0
2024-05-06 18:45:06 transreid INFO: Loaded configuration file configs/msmt17/convnext_tiny.yml
2024-05-06 18:45:06 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: convnext_tiny
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ConvNext_Tiny.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/bs_exp/ConvNext_Tiny_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: 10
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 5
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-05-06 18:45:06 transreid.check INFO: Dataset statistics:
2024-05-06 18:45:06 transreid.check INFO:   ----------------------------------------
2024-05-06 18:45:06 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-06 18:45:06 transreid.check INFO:   ----------------------------------------
2024-05-06 18:45:06 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-06 18:45:06 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-06 18:45:06 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-06 18:45:06 transreid.check INFO:   ----------------------------------------
2024-05-06 18:45:10 transreid INFO: ===========using cosine learning rate=======
2024-05-06 18:45:10 transreid.train INFO: start training
2024-05-06 18:45:14 transreid.train INFO: Epoch[1] Iter[5/486] Loss: 17.357, Acc: 0.000, Base Lr: 2.38e-05
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2024-05-06 18:46:12 transreid.train INFO: Epoch 1 done. Time per epoch: 62.003[s] Speed: 490.3[samples/s]
2024-05-06 18:46:13 transreid.train INFO: Epoch[2] Iter[5/486] Loss: 9.190, Acc: 0.003, Base Lr: 4.36e-05
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2024-05-06 18:54:09 transreid.train INFO: Epoch 9 done. Time per epoch: 59.318[s] Speed: 511.4[samples/s]
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2024-05-06 18:55:08 transreid.train INFO: Epoch 10 done. Time per epoch: 59.520[s] Speed: 510.8[samples/s]
2024-05-06 18:57:43 transreid.train INFO: Validation Results - Epoch: 10
2024-05-06 18:57:43 transreid.train INFO: mAP: 49.1%
2024-05-06 18:57:43 transreid.train INFO: CMC curve, Rank-1  :74.0%
2024-05-06 18:57:43 transreid.train INFO: CMC curve, Rank-5  :84.9%
2024-05-06 18:57:43 transreid.train INFO: CMC curve, Rank-10 :88.7%
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2024-05-06 18:59:47 transreid.train INFO: Epoch 12 done. Time per epoch: 62.198[s] Speed: 488.8[samples/s]
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2024-05-06 19:08:07 transreid.train INFO: Epoch 20 done. Time per epoch: 62.488[s] Speed: 485.5[samples/s]
2024-05-06 19:10:46 transreid.train INFO: Validation Results - Epoch: 20
2024-05-06 19:10:46 transreid.train INFO: mAP: 57.8%
2024-05-06 19:10:46 transreid.train INFO: CMC curve, Rank-1  :80.1%
2024-05-06 19:10:46 transreid.train INFO: CMC curve, Rank-5  :88.9%
2024-05-06 19:10:46 transreid.train INFO: CMC curve, Rank-10 :91.6%
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2024-05-06 19:21:18 transreid.train INFO: Epoch 30 done. Time per epoch: 63.432[s] Speed: 478.2[samples/s]
2024-05-06 19:24:00 transreid.train INFO: Validation Results - Epoch: 30
2024-05-06 19:24:00 transreid.train INFO: mAP: 63.2%
2024-05-06 19:24:00 transreid.train INFO: CMC curve, Rank-1  :83.7%
2024-05-06 19:24:00 transreid.train INFO: CMC curve, Rank-5  :91.5%
2024-05-06 19:24:00 transreid.train INFO: CMC curve, Rank-10 :93.5%
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2024-05-06 19:25:02 transreid.train INFO: Epoch 31 done. Time per epoch: 62.579[s] Speed: 483.7[samples/s]
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2024-05-06 19:30:19 transreid.train INFO: Epoch 36 done. Time per epoch: 62.954[s] Speed: 479.8[samples/s]
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2024-05-06 19:33:30 transreid.train INFO: Epoch 39 done. Time per epoch: 63.278[s] Speed: 479.4[samples/s]
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2024-05-06 19:34:33 transreid.train INFO: Epoch 40 done. Time per epoch: 63.081[s] Speed: 481.9[samples/s]
2024-05-06 19:37:14 transreid.train INFO: Validation Results - Epoch: 40
2024-05-06 19:37:14 transreid.train INFO: mAP: 63.7%
2024-05-06 19:37:14 transreid.train INFO: CMC curve, Rank-1  :84.0%
2024-05-06 19:37:14 transreid.train INFO: CMC curve, Rank-5  :91.6%
2024-05-06 19:37:14 transreid.train INFO: CMC curve, Rank-10 :93.5%
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2024-05-06 19:38:17 transreid.train INFO: Epoch 41 done. Time per epoch: 62.766[s] Speed: 484.3[samples/s]
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2024-05-06 19:39:20 transreid.train INFO: Epoch 42 done. Time per epoch: 63.486[s] Speed: 477.8[samples/s]
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2024-05-06 19:41:26 transreid.train INFO: Epoch 44 done. Time per epoch: 63.030[s] Speed: 482.3[samples/s]
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2024-05-06 19:44:36 transreid.train INFO: Epoch 47 done. Time per epoch: 62.872[s] Speed: 480.5[samples/s]
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2024-05-06 19:46:42 transreid.train INFO: Epoch 49 done. Time per epoch: 63.112[s] Speed: 479.7[samples/s]
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2024-05-06 19:47:45 transreid.train INFO: Epoch 50 done. Time per epoch: 62.983[s] Speed: 480.6[samples/s]
2024-05-06 19:50:25 transreid.train INFO: Validation Results - Epoch: 50
2024-05-06 19:50:25 transreid.train INFO: mAP: 64.9%
2024-05-06 19:50:25 transreid.train INFO: CMC curve, Rank-1  :84.6%
2024-05-06 19:50:25 transreid.train INFO: CMC curve, Rank-5  :91.8%
2024-05-06 19:50:25 transreid.train INFO: CMC curve, Rank-10 :93.8%
2024-05-06 19:50:30 transreid.train INFO: Epoch[51] Iter[5/486] Loss: 0.514, Acc: 0.941, Base Lr: 2.47e-04
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2024-05-06 19:53:36 transreid.train INFO: Epoch 53 done. Time per epoch: 63.719[s] Speed: 476.1[samples/s]
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2024-05-06 19:55:44 transreid.train INFO: Epoch 55 done. Time per epoch: 63.813[s] Speed: 473.4[samples/s]
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2024-05-06 19:58:55 transreid.train INFO: Epoch 58 done. Time per epoch: 62.804[s] Speed: 482.0[samples/s]
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2024-05-06 20:01:03 transreid.train INFO: Epoch 60 done. Time per epoch: 63.540[s] Speed: 475.4[samples/s]
2024-05-06 20:03:40 transreid.train INFO: Validation Results - Epoch: 60
2024-05-06 20:03:40 transreid.train INFO: mAP: 65.0%
2024-05-06 20:03:40 transreid.train INFO: CMC curve, Rank-1  :85.0%
2024-05-06 20:03:40 transreid.train INFO: CMC curve, Rank-5  :92.3%
2024-05-06 20:03:40 transreid.train INFO: CMC curve, Rank-10 :94.1%
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2024-05-06 20:14:14 transreid.train INFO: Epoch 70 done. Time per epoch: 63.078[s] Speed: 479.9[samples/s]
2024-05-06 20:16:55 transreid.train INFO: Validation Results - Epoch: 70
2024-05-06 20:16:55 transreid.train INFO: mAP: 66.6%
2024-05-06 20:16:55 transreid.train INFO: CMC curve, Rank-1  :85.8%
2024-05-06 20:16:55 transreid.train INFO: CMC curve, Rank-5  :92.5%
2024-05-06 20:16:55 transreid.train INFO: CMC curve, Rank-10 :94.4%
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2024-05-06 20:27:30 transreid.train INFO: Epoch 80 done. Time per epoch: 63.018[s] Speed: 478.3[samples/s]
2024-05-06 20:30:10 transreid.train INFO: Validation Results - Epoch: 80
2024-05-06 20:30:10 transreid.train INFO: mAP: 67.6%
2024-05-06 20:30:10 transreid.train INFO: CMC curve, Rank-1  :86.3%
2024-05-06 20:30:10 transreid.train INFO: CMC curve, Rank-5  :93.0%
2024-05-06 20:30:10 transreid.train INFO: CMC curve, Rank-10 :94.5%
2024-05-06 20:30:15 transreid.train INFO: Epoch[81] Iter[5/486] Loss: 0.182, Acc: 0.991, Base Lr: 9.61e-05
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2024-05-06 20:38:39 transreid.train INFO: Epoch 88 done. Time per epoch: 63.342[s] Speed: 478.9[samples/s]
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2024-05-06 20:40:47 transreid.train INFO: Epoch 90 done. Time per epoch: 63.880[s] Speed: 474.9[samples/s]
2024-05-06 20:43:28 transreid.train INFO: Validation Results - Epoch: 90
2024-05-06 20:43:28 transreid.train INFO: mAP: 68.1%
2024-05-06 20:43:28 transreid.train INFO: CMC curve, Rank-1  :86.8%
2024-05-06 20:43:28 transreid.train INFO: CMC curve, Rank-5  :93.3%
2024-05-06 20:43:28 transreid.train INFO: CMC curve, Rank-10 :94.8%
2024-05-06 20:43:33 transreid.train INFO: Epoch[91] Iter[5/486] Loss: 0.162, Acc: 0.994, Base Lr: 5.56e-05
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2024-05-06 20:54:05 transreid.train INFO: Epoch 100 done. Time per epoch: 63.588[s] Speed: 477.1[samples/s]
2024-05-06 20:56:45 transreid.train INFO: Validation Results - Epoch: 100
2024-05-06 20:56:45 transreid.train INFO: mAP: 68.7%
2024-05-06 20:56:45 transreid.train INFO: CMC curve, Rank-1  :87.2%
2024-05-06 20:56:45 transreid.train INFO: CMC curve, Rank-5  :93.6%
2024-05-06 20:56:45 transreid.train INFO: CMC curve, Rank-10 :95.1%
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2024-05-06 20:57:49 transreid.train INFO: Epoch 101 done. Time per epoch: 64.441[s] Speed: 472.7[samples/s]
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2024-05-06 21:07:19 transreid.train INFO: Epoch 110 done. Time per epoch: 63.164[s] Speed: 479.3[samples/s]
2024-05-06 21:10:01 transreid.train INFO: Validation Results - Epoch: 110
2024-05-06 21:10:01 transreid.train INFO: mAP: 68.9%
2024-05-06 21:10:01 transreid.train INFO: CMC curve, Rank-1  :87.4%
2024-05-06 21:10:01 transreid.train INFO: CMC curve, Rank-5  :93.6%
2024-05-06 21:10:01 transreid.train INFO: CMC curve, Rank-10 :95.1%
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2024-05-06 21:12:08 transreid.train INFO: Epoch 112 done. Time per epoch: 64.473[s] Speed: 468.5[samples/s]
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2024-05-06 21:17:26 transreid.train INFO: Epoch 117 done. Time per epoch: 63.789[s] Speed: 476.6[samples/s]
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2024-05-06 21:20:36 transreid.train INFO: Epoch 120 done. Time per epoch: 63.420[s] Speed: 478.3[samples/s]
2024-05-06 21:23:15 transreid.train INFO: Validation Results - Epoch: 120
2024-05-06 21:23:15 transreid.train INFO: mAP: 68.9%
2024-05-06 21:23:15 transreid.train INFO: CMC curve, Rank-1  :87.3%
2024-05-06 21:23:15 transreid.train INFO: CMC curve, Rank-5  :93.6%
2024-05-06 21:23:15 transreid.train INFO: CMC curve, Rank-10 :95.1%
