2024-05-02 13:56:54 transreid INFO: Saving model in the path :log/transreid/market/resnet101_ibn_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-02 13:56:54 transreid INFO: Loaded configuration file configs/market/resnet101_ibn.yml
2024-05-02 13:56:54 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  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: resnet101_ibn
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/resnet101_ibn.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/market/resnet101_ibn_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: 
2024-05-02 13:56:54 transreid.check INFO: Dataset statistics:
2024-05-02 13:56:54 transreid.check INFO:   ----------------------------------------
2024-05-02 13:56:54 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-02 13:56:54 transreid.check INFO:   ----------------------------------------
2024-05-02 13:56:54 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-02 13:56:54 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-02 13:56:54 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-02 13:56:54 transreid.check INFO:   ----------------------------------------
2024-05-02 13:56:57 transreid INFO: ===========using cosine learning rate=======
2024-05-02 13:56:57 transreid.train INFO: start training
2024-05-02 13:57:11 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 10.879, Acc: 0.000, Base Lr: 4.76e-04
2024-05-02 13:57:15 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 10.540, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:57:19 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 10.200, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:57:23 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 10.044, Acc: 0.000, Base Lr: 4.76e-04
2024-05-02 13:57:28 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 9.899, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:57:32 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 9.788, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:57:36 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 9.671, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:57:40 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 9.585, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:57:44 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 9.508, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 13:57:49 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 9.434, Acc: 0.002, Base Lr: 4.76e-04
2024-05-02 13:57:53 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 9.372, Acc: 0.003, Base Lr: 4.76e-04
2024-05-02 13:57:57 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 9.315, Acc: 0.003, Base Lr: 4.76e-04
2024-05-02 13:58:01 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 9.260, Acc: 0.003, Base Lr: 4.76e-04
2024-05-02 13:58:06 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 9.213, Acc: 0.005, Base Lr: 4.76e-04
2024-05-02 13:58:10 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 9.172, Acc: 0.007, Base Lr: 4.76e-04
2024-05-02 13:58:14 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 9.130, Acc: 0.009, Base Lr: 4.76e-04
2024-05-02 13:58:18 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 9.093, Acc: 0.011, Base Lr: 4.76e-04
2024-05-02 13:58:23 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 9.061, Acc: 0.013, Base Lr: 4.76e-04
2024-05-02 13:58:24 transreid.train INFO: Epoch 1 done. Time per epoch: 87.076[s] Speed: 134.5[samples/s]
2024-05-02 13:58:29 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.391, Acc: 0.034, Base Lr: 8.72e-04
2024-05-02 13:58:33 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.296, Acc: 0.036, Base Lr: 8.72e-04
2024-05-02 13:58:37 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.203, Acc: 0.054, Base Lr: 8.72e-04
2024-05-02 13:58:42 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.152, Acc: 0.057, Base Lr: 8.72e-04
2024-05-02 13:58:46 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 8.104, Acc: 0.056, Base Lr: 8.72e-04
2024-05-02 13:58:50 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.038, Acc: 0.059, Base Lr: 8.72e-04
2024-05-02 13:58:54 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.990, Acc: 0.062, Base Lr: 8.72e-04
2024-05-02 13:58:59 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.955, Acc: 0.064, Base Lr: 8.72e-04
2024-05-02 13:59:03 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.922, Acc: 0.065, Base Lr: 8.72e-04
2024-05-02 13:59:07 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.884, Acc: 0.069, Base Lr: 8.72e-04
2024-05-02 13:59:12 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.837, Acc: 0.075, Base Lr: 8.72e-04
2024-05-02 13:59:16 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.797, Acc: 0.081, Base Lr: 8.72e-04
2024-05-02 13:59:20 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.754, Acc: 0.090, Base Lr: 8.72e-04
2024-05-02 13:59:25 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.709, Acc: 0.094, Base Lr: 8.72e-04
2024-05-02 13:59:29 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.658, Acc: 0.102, Base Lr: 8.72e-04
2024-05-02 13:59:33 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.608, Acc: 0.106, Base Lr: 8.72e-04
2024-05-02 13:59:38 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.548, Acc: 0.114, Base Lr: 8.72e-04
2024-05-02 13:59:42 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.472, Acc: 0.133, Base Lr: 8.72e-04
2024-05-02 13:59:44 transreid.train INFO: Epoch 2 done. Time per epoch: 79.790[s] Speed: 146.8[samples/s]
2024-05-02 13:59:49 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 6.919, Acc: 0.062, Base Lr: 1.27e-03
2024-05-02 13:59:53 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 6.737, Acc: 0.076, Base Lr: 1.27e-03
2024-05-02 13:59:57 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 6.744, Acc: 0.065, Base Lr: 1.27e-03
2024-05-02 14:00:02 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 6.653, Acc: 0.074, Base Lr: 1.27e-03
2024-05-02 14:00:07 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 6.567, Acc: 0.082, Base Lr: 1.27e-03
2024-05-02 14:00:11 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 6.539, Acc: 0.084, Base Lr: 1.27e-03
2024-05-02 14:00:15 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 6.468, Acc: 0.089, Base Lr: 1.27e-03
2024-05-02 14:00:20 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 6.405, Acc: 0.097, Base Lr: 1.27e-03
2024-05-02 14:00:24 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 6.328, Acc: 0.105, Base Lr: 1.27e-03
2024-05-02 14:00:29 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 6.248, Acc: 0.115, Base Lr: 1.27e-03
2024-05-02 14:00:33 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 6.177, Acc: 0.125, Base Lr: 1.27e-03
2024-05-02 14:00:37 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 6.111, Acc: 0.131, Base Lr: 1.27e-03
2024-05-02 14:00:42 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 6.054, Acc: 0.139, Base Lr: 1.27e-03
2024-05-02 14:00:46 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 5.977, Acc: 0.153, Base Lr: 1.27e-03
2024-05-02 14:00:51 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 5.890, Acc: 0.167, Base Lr: 1.27e-03
2024-05-02 14:00:55 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 5.807, Acc: 0.179, Base Lr: 1.27e-03
2024-05-02 14:00:59 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 5.706, Acc: 0.194, Base Lr: 1.27e-03
2024-05-02 14:01:04 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 5.576, Acc: 0.214, Base Lr: 1.27e-03
2024-05-02 14:01:05 transreid.train INFO: Epoch 3 done. Time per epoch: 81.573[s] Speed: 143.6[samples/s]
2024-05-02 14:01:10 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 5.267, Acc: 0.119, Base Lr: 1.66e-03
2024-05-02 14:01:15 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 5.165, Acc: 0.135, Base Lr: 1.66e-03
2024-05-02 14:01:19 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 5.094, Acc: 0.164, Base Lr: 1.66e-03
2024-05-02 14:01:24 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 5.022, Acc: 0.179, Base Lr: 1.66e-03
2024-05-02 14:01:28 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 5.006, Acc: 0.190, Base Lr: 1.66e-03
2024-05-02 14:01:33 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 4.902, Acc: 0.211, Base Lr: 1.66e-03
2024-05-02 14:01:37 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 4.823, Acc: 0.225, Base Lr: 1.66e-03
2024-05-02 14:01:41 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 4.764, Acc: 0.235, Base Lr: 1.66e-03
2024-05-02 14:01:46 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 4.693, Acc: 0.252, Base Lr: 1.66e-03
2024-05-02 14:01:51 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 4.629, Acc: 0.262, Base Lr: 1.66e-03
2024-05-02 14:01:55 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 4.558, Acc: 0.279, Base Lr: 1.66e-03
2024-05-02 14:01:59 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 4.474, Acc: 0.293, Base Lr: 1.66e-03
2024-05-02 14:02:04 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 4.364, Acc: 0.310, Base Lr: 1.66e-03
2024-05-02 14:02:08 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 4.271, Acc: 0.326, Base Lr: 1.66e-03
2024-05-02 14:02:13 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 4.162, Acc: 0.347, Base Lr: 1.66e-03
2024-05-02 14:02:17 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 4.068, Acc: 0.364, Base Lr: 1.66e-03
2024-05-02 14:02:21 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 3.947, Acc: 0.386, Base Lr: 1.66e-03
2024-05-02 14:02:26 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 3.820, Acc: 0.410, Base Lr: 1.66e-03
2024-05-02 14:02:27 transreid.train INFO: Epoch 4 done. Time per epoch: 81.943[s] Speed: 142.9[samples/s]
2024-05-02 14:02:32 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 4.072, Acc: 0.263, Base Lr: 2.06e-03
2024-05-02 14:02:37 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 3.942, Acc: 0.305, Base Lr: 2.06e-03
2024-05-02 14:02:41 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 3.842, Acc: 0.336, Base Lr: 2.06e-03
2024-05-02 14:02:45 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 3.765, Acc: 0.357, Base Lr: 2.06e-03
2024-05-02 14:02:50 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 3.659, Acc: 0.373, Base Lr: 2.06e-03
2024-05-02 14:02:54 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 3.527, Acc: 0.403, Base Lr: 2.06e-03
2024-05-02 14:02:59 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 3.420, Acc: 0.423, Base Lr: 2.06e-03
2024-05-02 14:03:03 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 3.301, Acc: 0.446, Base Lr: 2.06e-03
2024-05-02 14:03:07 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 3.224, Acc: 0.460, Base Lr: 2.06e-03
2024-05-02 14:03:12 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 3.139, Acc: 0.477, Base Lr: 2.06e-03
2024-05-02 14:03:16 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 3.088, Acc: 0.490, Base Lr: 2.06e-03
2024-05-02 14:03:21 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 3.028, Acc: 0.500, Base Lr: 2.06e-03
2024-05-02 14:03:25 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 2.963, Acc: 0.514, Base Lr: 2.06e-03
2024-05-02 14:03:29 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 2.903, Acc: 0.528, Base Lr: 2.06e-03
2024-05-02 14:03:34 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 2.830, Acc: 0.542, Base Lr: 2.06e-03
2024-05-02 14:03:39 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 2.753, Acc: 0.557, Base Lr: 2.06e-03
2024-05-02 14:03:43 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 2.669, Acc: 0.573, Base Lr: 2.06e-03
2024-05-02 14:03:47 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 2.579, Acc: 0.590, Base Lr: 2.06e-03
2024-05-02 14:03:49 transreid.train INFO: Epoch 5 done. Time per epoch: 82.041[s] Speed: 143.5[samples/s]
2024-05-02 14:03:54 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 2.845, Acc: 0.481, Base Lr: 2.46e-03
2024-05-02 14:03:59 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 2.722, Acc: 0.495, Base Lr: 2.46e-03
2024-05-02 14:04:03 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 2.703, Acc: 0.516, Base Lr: 2.46e-03
2024-05-02 14:04:07 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 2.610, Acc: 0.535, Base Lr: 2.46e-03
2024-05-02 14:04:12 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 2.552, Acc: 0.555, Base Lr: 2.46e-03
2024-05-02 14:04:16 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 2.459, Acc: 0.575, Base Lr: 2.46e-03
2024-05-02 14:04:21 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 2.405, Acc: 0.591, Base Lr: 2.46e-03
2024-05-02 14:04:25 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 2.336, Acc: 0.605, Base Lr: 2.46e-03
2024-05-02 14:04:29 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 2.267, Acc: 0.620, Base Lr: 2.46e-03
2024-05-02 14:04:34 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 2.236, Acc: 0.628, Base Lr: 2.46e-03
2024-05-02 14:04:38 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 2.176, Acc: 0.640, Base Lr: 2.46e-03
2024-05-02 14:04:43 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 2.126, Acc: 0.652, Base Lr: 2.46e-03
2024-05-02 14:04:47 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 2.083, Acc: 0.665, Base Lr: 2.46e-03
2024-05-02 14:04:51 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 2.028, Acc: 0.676, Base Lr: 2.46e-03
2024-05-02 14:04:56 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 1.970, Acc: 0.687, Base Lr: 2.46e-03
2024-05-02 14:05:00 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 1.910, Acc: 0.699, Base Lr: 2.46e-03
2024-05-02 14:05:05 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 1.855, Acc: 0.710, Base Lr: 2.46e-03
2024-05-02 14:05:09 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 1.794, Acc: 0.721, Base Lr: 2.46e-03
2024-05-02 14:05:10 transreid.train INFO: Epoch 6 done. Time per epoch: 81.207[s] Speed: 144.2[samples/s]
2024-05-02 14:05:15 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 2.167, Acc: 0.622, Base Lr: 2.85e-03
2024-05-02 14:05:20 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 2.092, Acc: 0.636, Base Lr: 2.85e-03
2024-05-02 14:05:24 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 2.006, Acc: 0.655, Base Lr: 2.85e-03
2024-05-02 14:05:29 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 1.962, Acc: 0.670, Base Lr: 2.85e-03
2024-05-02 14:05:33 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 1.888, Acc: 0.681, Base Lr: 2.85e-03
2024-05-02 14:05:37 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 1.797, Acc: 0.701, Base Lr: 2.85e-03
2024-05-02 14:05:42 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 1.721, Acc: 0.718, Base Lr: 2.85e-03
2024-05-02 14:05:46 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 1.674, Acc: 0.729, Base Lr: 2.85e-03
2024-05-02 14:05:51 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 1.628, Acc: 0.737, Base Lr: 2.85e-03
2024-05-02 14:05:55 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 1.587, Acc: 0.744, Base Lr: 2.85e-03
2024-05-02 14:06:00 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 1.565, Acc: 0.750, Base Lr: 2.85e-03
2024-05-02 14:06:04 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 1.532, Acc: 0.758, Base Lr: 2.85e-03
2024-05-02 14:06:09 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 1.494, Acc: 0.766, Base Lr: 2.85e-03
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2024-05-02 14:06:32 transreid.train INFO: Epoch 7 done. Time per epoch: 81.927[s] Speed: 143.0[samples/s]
2024-05-02 14:06:37 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 1.463, Acc: 0.733, Base Lr: 3.25e-03
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2024-05-02 14:07:55 transreid.train INFO: Epoch 8 done. Time per epoch: 82.090[s] Speed: 142.7[samples/s]
2024-05-02 14:08:00 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 1.215, Acc: 0.727, Base Lr: 3.64e-03
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2024-05-02 14:09:18 transreid.train INFO: Epoch 9 done. Time per epoch: 83.449[s] Speed: 141.1[samples/s]
2024-05-02 14:09:23 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 0.782, Acc: 0.864, Base Lr: 4.04e-03
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2024-05-02 14:10:40 transreid.train INFO: Epoch 10 done. Time per epoch: 82.410[s] Speed: 142.1[samples/s]
2024-05-02 14:10:45 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 0.701, Acc: 0.905, Base Lr: 4.44e-03
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2024-05-02 14:12:02 transreid.train INFO: Epoch 11 done. Time per epoch: 81.959[s] Speed: 142.9[samples/s]
2024-05-02 14:12:07 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 0.558, Acc: 0.914, Base Lr: 4.83e-03
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2024-05-02 14:13:24 transreid.train INFO: Epoch 12 done. Time per epoch: 81.701[s] Speed: 143.4[samples/s]
2024-05-02 14:13:29 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 0.569, Acc: 0.914, Base Lr: 5.23e-03
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2024-05-02 14:14:46 transreid.train INFO: Epoch 13 done. Time per epoch: 81.530[s] Speed: 143.7[samples/s]
2024-05-02 14:14:50 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 0.436, Acc: 0.947, Base Lr: 5.62e-03
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2024-05-02 14:16:08 transreid.train INFO: Epoch 14 done. Time per epoch: 82.360[s] Speed: 143.0[samples/s]
2024-05-02 14:16:13 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 0.428, Acc: 0.945, Base Lr: 6.02e-03
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2024-05-02 14:17:30 transreid.train INFO: Epoch 15 done. Time per epoch: 81.659[s] Speed: 143.4[samples/s]
2024-05-02 14:17:35 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 0.394, Acc: 0.939, Base Lr: 6.42e-03
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2024-05-02 14:18:51 transreid.train INFO: Epoch 16 done. Time per epoch: 81.709[s] Speed: 143.3[samples/s]
2024-05-02 14:18:56 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.284, Acc: 0.966, Base Lr: 6.81e-03
2024-05-02 14:19:01 transreid.train INFO: Epoch[17] Iter[20/186] Loss: 0.280, Acc: 0.963, Base Lr: 6.81e-03
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2024-05-02 14:20:13 transreid.train INFO: Epoch 17 done. Time per epoch: 81.911[s] Speed: 143.0[samples/s]
2024-05-02 14:20:18 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.280, Acc: 0.956, Base Lr: 7.21e-03
2024-05-02 14:20:23 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 0.317, Acc: 0.949, Base Lr: 7.21e-03
2024-05-02 14:20:27 transreid.train INFO: Epoch[18] Iter[30/186] Loss: 0.326, Acc: 0.953, Base Lr: 7.21e-03
2024-05-02 14:20:32 transreid.train INFO: Epoch[18] Iter[40/186] Loss: 0.317, Acc: 0.954, Base Lr: 7.21e-03
2024-05-02 14:20:36 transreid.train INFO: Epoch[18] Iter[50/186] Loss: 0.298, Acc: 0.958, Base Lr: 7.21e-03
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2024-05-02 14:20:45 transreid.train INFO: Epoch[18] Iter[70/186] Loss: 0.291, Acc: 0.961, Base Lr: 7.21e-03
2024-05-02 14:20:49 transreid.train INFO: Epoch[18] Iter[80/186] Loss: 0.297, Acc: 0.958, Base Lr: 7.21e-03
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2024-05-02 14:21:03 transreid.train INFO: Epoch[18] Iter[110/186] Loss: 0.298, Acc: 0.960, Base Lr: 7.21e-03
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2024-05-02 14:21:20 transreid.train INFO: Epoch[18] Iter[150/186] Loss: 0.281, Acc: 0.962, Base Lr: 7.21e-03
2024-05-02 14:21:25 transreid.train INFO: Epoch[18] Iter[160/186] Loss: 0.276, Acc: 0.963, Base Lr: 7.21e-03
2024-05-02 14:21:29 transreid.train INFO: Epoch[18] Iter[170/186] Loss: 0.270, Acc: 0.964, Base Lr: 7.21e-03
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2024-05-02 14:21:35 transreid.train INFO: Epoch 18 done. Time per epoch: 81.654[s] Speed: 143.4[samples/s]
2024-05-02 14:21:40 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.237, Acc: 0.956, Base Lr: 7.60e-03
2024-05-02 14:21:44 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 0.239, Acc: 0.960, Base Lr: 7.60e-03
2024-05-02 14:21:49 transreid.train INFO: Epoch[19] Iter[30/186] Loss: 0.235, Acc: 0.964, Base Lr: 7.60e-03
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2024-05-02 14:21:58 transreid.train INFO: Epoch[19] Iter[50/186] Loss: 0.268, Acc: 0.959, Base Lr: 7.60e-03
2024-05-02 14:22:02 transreid.train INFO: Epoch[19] Iter[60/186] Loss: 0.253, Acc: 0.963, Base Lr: 7.60e-03
2024-05-02 14:22:06 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 0.255, Acc: 0.964, Base Lr: 7.60e-03
2024-05-02 14:22:11 transreid.train INFO: Epoch[19] Iter[80/186] Loss: 0.260, Acc: 0.963, Base Lr: 7.60e-03
2024-05-02 14:22:15 transreid.train INFO: Epoch[19] Iter[90/186] Loss: 0.270, Acc: 0.960, Base Lr: 7.60e-03
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2024-05-02 14:22:24 transreid.train INFO: Epoch[19] Iter[110/186] Loss: 0.266, Acc: 0.962, Base Lr: 7.60e-03
2024-05-02 14:22:29 transreid.train INFO: Epoch[19] Iter[120/186] Loss: 0.264, Acc: 0.962, Base Lr: 7.60e-03
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2024-05-02 14:22:38 transreid.train INFO: Epoch[19] Iter[140/186] Loss: 0.258, Acc: 0.964, Base Lr: 7.60e-03
2024-05-02 14:22:42 transreid.train INFO: Epoch[19] Iter[150/186] Loss: 0.261, Acc: 0.964, Base Lr: 7.60e-03
2024-05-02 14:22:46 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 0.257, Acc: 0.964, Base Lr: 7.60e-03
2024-05-02 14:22:51 transreid.train INFO: Epoch[19] Iter[170/186] Loss: 0.251, Acc: 0.965, Base Lr: 7.60e-03
2024-05-02 14:22:55 transreid.train INFO: Epoch[19] Iter[180/186] Loss: 0.242, Acc: 0.967, Base Lr: 7.60e-03
2024-05-02 14:22:57 transreid.train INFO: Epoch 19 done. Time per epoch: 82.194[s] Speed: 143.3[samples/s]
2024-05-02 14:23:02 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.243, Acc: 0.961, Base Lr: 7.47e-03
2024-05-02 14:23:07 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.263, Acc: 0.962, Base Lr: 7.47e-03
2024-05-02 14:23:11 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 0.291, Acc: 0.952, Base Lr: 7.47e-03
2024-05-02 14:23:15 transreid.train INFO: Epoch[20] Iter[40/186] Loss: 0.303, Acc: 0.952, Base Lr: 7.47e-03
2024-05-02 14:23:20 transreid.train INFO: Epoch[20] Iter[50/186] Loss: 0.291, Acc: 0.956, Base Lr: 7.47e-03
2024-05-02 14:23:24 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 0.289, Acc: 0.957, Base Lr: 7.47e-03
2024-05-02 14:23:29 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.299, Acc: 0.955, Base Lr: 7.47e-03
2024-05-02 14:23:33 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.292, Acc: 0.957, Base Lr: 7.47e-03
2024-05-02 14:23:38 transreid.train INFO: Epoch[20] Iter[90/186] Loss: 0.285, Acc: 0.959, Base Lr: 7.47e-03
2024-05-02 14:23:42 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 0.282, Acc: 0.960, Base Lr: 7.47e-03
2024-05-02 14:23:46 transreid.train INFO: Epoch[20] Iter[110/186] Loss: 0.278, Acc: 0.961, Base Lr: 7.47e-03
2024-05-02 14:23:51 transreid.train INFO: Epoch[20] Iter[120/186] Loss: 0.281, Acc: 0.961, Base Lr: 7.47e-03
2024-05-02 14:23:55 transreid.train INFO: Epoch[20] Iter[130/186] Loss: 0.271, Acc: 0.963, Base Lr: 7.47e-03
2024-05-02 14:24:00 transreid.train INFO: Epoch[20] Iter[140/186] Loss: 0.267, Acc: 0.964, Base Lr: 7.47e-03
2024-05-02 14:24:04 transreid.train INFO: Epoch[20] Iter[150/186] Loss: 0.260, Acc: 0.965, Base Lr: 7.47e-03
2024-05-02 14:24:08 transreid.train INFO: Epoch[20] Iter[160/186] Loss: 0.256, Acc: 0.966, Base Lr: 7.47e-03
2024-05-02 14:24:13 transreid.train INFO: Epoch[20] Iter[170/186] Loss: 0.251, Acc: 0.966, Base Lr: 7.47e-03
2024-05-02 14:24:17 transreid.train INFO: Epoch[20] Iter[180/186] Loss: 0.243, Acc: 0.967, Base Lr: 7.47e-03
2024-05-02 14:24:19 transreid.train INFO: Epoch 20 done. Time per epoch: 81.616[s] Speed: 143.5[samples/s]
2024-05-02 14:25:13 transreid.train INFO: Validation Results - Epoch: 20
2024-05-02 14:25:13 transreid.train INFO: mAP: 78.1%
2024-05-02 14:25:13 transreid.train INFO: CMC curve, Rank-1  :90.4%
2024-05-02 14:25:13 transreid.train INFO: CMC curve, Rank-5  :96.8%
2024-05-02 14:25:13 transreid.train INFO: CMC curve, Rank-10 :98.0%
2024-05-02 14:25:18 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.324, Acc: 0.958, Base Lr: 7.41e-03
2024-05-02 14:25:23 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.294, Acc: 0.963, Base Lr: 7.41e-03
2024-05-02 14:25:27 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 0.308, Acc: 0.961, Base Lr: 7.41e-03
2024-05-02 14:25:31 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 0.298, Acc: 0.962, Base Lr: 7.41e-03
2024-05-02 14:25:36 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.282, Acc: 0.965, Base Lr: 7.41e-03
2024-05-02 14:25:40 transreid.train INFO: Epoch[21] Iter[60/186] Loss: 0.281, Acc: 0.965, Base Lr: 7.41e-03
2024-05-02 14:25:44 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.274, Acc: 0.966, Base Lr: 7.41e-03
2024-05-02 14:25:49 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 0.268, Acc: 0.966, Base Lr: 7.41e-03
2024-05-02 14:25:53 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.261, Acc: 0.967, Base Lr: 7.41e-03
2024-05-02 14:25:58 transreid.train INFO: Epoch[21] Iter[100/186] Loss: 0.252, Acc: 0.967, Base Lr: 7.41e-03
2024-05-02 14:26:02 transreid.train INFO: Epoch[21] Iter[110/186] Loss: 0.244, Acc: 0.968, Base Lr: 7.41e-03
2024-05-02 14:26:06 transreid.train INFO: Epoch[21] Iter[120/186] Loss: 0.242, Acc: 0.968, Base Lr: 7.41e-03
2024-05-02 14:26:11 transreid.train INFO: Epoch[21] Iter[130/186] Loss: 0.233, Acc: 0.969, Base Lr: 7.41e-03
2024-05-02 14:26:15 transreid.train INFO: Epoch[21] Iter[140/186] Loss: 0.230, Acc: 0.970, Base Lr: 7.41e-03
2024-05-02 14:26:20 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 0.225, Acc: 0.971, Base Lr: 7.41e-03
2024-05-02 14:26:24 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.224, Acc: 0.971, Base Lr: 7.41e-03
2024-05-02 14:26:29 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.220, Acc: 0.971, Base Lr: 7.41e-03
2024-05-02 14:26:33 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.217, Acc: 0.972, Base Lr: 7.41e-03
2024-05-02 14:26:35 transreid.train INFO: Epoch 21 done. Time per epoch: 81.488[s] Speed: 144.5[samples/s]
2024-05-02 14:26:40 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.214, Acc: 0.977, Base Lr: 7.36e-03
2024-05-02 14:26:45 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 0.214, Acc: 0.973, Base Lr: 7.36e-03
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2024-05-02 14:26:53 transreid.train INFO: Epoch[22] Iter[40/186] Loss: 0.183, Acc: 0.979, Base Lr: 7.36e-03
2024-05-02 14:26:58 transreid.train INFO: Epoch[22] Iter[50/186] Loss: 0.198, Acc: 0.976, Base Lr: 7.36e-03
2024-05-02 14:27:02 transreid.train INFO: Epoch[22] Iter[60/186] Loss: 0.205, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 14:27:07 transreid.train INFO: Epoch[22] Iter[70/186] Loss: 0.204, Acc: 0.975, Base Lr: 7.36e-03
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2024-05-02 14:27:16 transreid.train INFO: Epoch[22] Iter[90/186] Loss: 0.202, Acc: 0.976, Base Lr: 7.36e-03
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2024-05-02 14:27:38 transreid.train INFO: Epoch[22] Iter[140/186] Loss: 0.196, Acc: 0.976, Base Lr: 7.36e-03
2024-05-02 14:27:42 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 0.190, Acc: 0.977, Base Lr: 7.36e-03
2024-05-02 14:27:47 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.188, Acc: 0.977, Base Lr: 7.36e-03
2024-05-02 14:27:51 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.184, Acc: 0.978, Base Lr: 7.36e-03
2024-05-02 14:27:56 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 0.182, Acc: 0.978, Base Lr: 7.36e-03
2024-05-02 14:27:57 transreid.train INFO: Epoch 22 done. Time per epoch: 82.199[s] Speed: 142.5[samples/s]
2024-05-02 14:28:02 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.217, Acc: 0.964, Base Lr: 7.30e-03
2024-05-02 14:28:07 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.191, Acc: 0.977, Base Lr: 7.30e-03
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2024-05-02 14:28:42 transreid.train INFO: Epoch[23] Iter[100/186] Loss: 0.172, Acc: 0.977, Base Lr: 7.30e-03
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2024-05-02 14:29:19 transreid.train INFO: Epoch 23 done. Time per epoch: 81.865[s] Speed: 143.1[samples/s]
2024-05-02 14:29:24 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.190, Acc: 0.970, Base Lr: 7.24e-03
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2024-05-02 14:30:30 transreid.train INFO: Epoch[24] Iter[160/186] Loss: 0.137, Acc: 0.984, Base Lr: 7.24e-03
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2024-05-02 14:30:41 transreid.train INFO: Epoch 24 done. Time per epoch: 82.387[s] Speed: 142.9[samples/s]
2024-05-02 14:30:46 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.126, Acc: 0.988, Base Lr: 7.18e-03
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2024-05-02 14:31:18 transreid.train INFO: Epoch[25] Iter[80/186] Loss: 0.128, Acc: 0.987, Base Lr: 7.18e-03
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2024-05-02 14:31:57 transreid.train INFO: Epoch[25] Iter[170/186] Loss: 0.116, Acc: 0.988, Base Lr: 7.18e-03
2024-05-02 14:32:02 transreid.train INFO: Epoch[25] Iter[180/186] Loss: 0.116, Acc: 0.988, Base Lr: 7.18e-03
2024-05-02 14:32:03 transreid.train INFO: Epoch 25 done. Time per epoch: 82.026[s] Speed: 142.8[samples/s]
2024-05-02 14:32:08 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.153, Acc: 0.984, Base Lr: 7.11e-03
2024-05-02 14:32:13 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 0.139, Acc: 0.986, Base Lr: 7.11e-03
2024-05-02 14:32:17 transreid.train INFO: Epoch[26] Iter[30/186] Loss: 0.121, Acc: 0.988, Base Lr: 7.11e-03
2024-05-02 14:32:21 transreid.train INFO: Epoch[26] Iter[40/186] Loss: 0.126, Acc: 0.988, Base Lr: 7.11e-03
2024-05-02 14:32:26 transreid.train INFO: Epoch[26] Iter[50/186] Loss: 0.124, Acc: 0.988, Base Lr: 7.11e-03
2024-05-02 14:32:30 transreid.train INFO: Epoch[26] Iter[60/186] Loss: 0.125, Acc: 0.987, Base Lr: 7.11e-03
2024-05-02 14:32:35 transreid.train INFO: Epoch[26] Iter[70/186] Loss: 0.120, Acc: 0.988, Base Lr: 7.11e-03
2024-05-02 14:32:39 transreid.train INFO: Epoch[26] Iter[80/186] Loss: 0.118, Acc: 0.988, Base Lr: 7.11e-03
2024-05-02 14:32:43 transreid.train INFO: Epoch[26] Iter[90/186] Loss: 0.119, Acc: 0.988, Base Lr: 7.11e-03
2024-05-02 14:32:48 transreid.train INFO: Epoch[26] Iter[100/186] Loss: 0.118, Acc: 0.987, Base Lr: 7.11e-03
2024-05-02 14:32:52 transreid.train INFO: Epoch[26] Iter[110/186] Loss: 0.122, Acc: 0.986, Base Lr: 7.11e-03
2024-05-02 14:32:56 transreid.train INFO: Epoch[26] Iter[120/186] Loss: 0.123, Acc: 0.986, Base Lr: 7.11e-03
2024-05-02 14:33:01 transreid.train INFO: Epoch[26] Iter[130/186] Loss: 0.123, Acc: 0.987, Base Lr: 7.11e-03
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2024-05-02 14:33:10 transreid.train INFO: Epoch[26] Iter[150/186] Loss: 0.119, Acc: 0.987, Base Lr: 7.11e-03
2024-05-02 14:33:14 transreid.train INFO: Epoch[26] Iter[160/186] Loss: 0.121, Acc: 0.987, Base Lr: 7.11e-03
2024-05-02 14:33:18 transreid.train INFO: Epoch[26] Iter[170/186] Loss: 0.118, Acc: 0.987, Base Lr: 7.11e-03
2024-05-02 14:33:23 transreid.train INFO: Epoch[26] Iter[180/186] Loss: 0.117, Acc: 0.988, Base Lr: 7.11e-03
2024-05-02 14:33:24 transreid.train INFO: Epoch 26 done. Time per epoch: 80.953[s] Speed: 144.7[samples/s]
2024-05-02 14:33:29 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.141, Acc: 0.978, Base Lr: 7.04e-03
2024-05-02 14:33:34 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.134, Acc: 0.980, Base Lr: 7.04e-03
2024-05-02 14:33:38 transreid.train INFO: Epoch[27] Iter[30/186] Loss: 0.128, Acc: 0.982, Base Lr: 7.04e-03
2024-05-02 14:33:42 transreid.train INFO: Epoch[27] Iter[40/186] Loss: 0.122, Acc: 0.983, Base Lr: 7.04e-03
2024-05-02 14:33:47 transreid.train INFO: Epoch[27] Iter[50/186] Loss: 0.125, Acc: 0.982, Base Lr: 7.04e-03
2024-05-02 14:33:51 transreid.train INFO: Epoch[27] Iter[60/186] Loss: 0.133, Acc: 0.982, Base Lr: 7.04e-03
2024-05-02 14:33:56 transreid.train INFO: Epoch[27] Iter[70/186] Loss: 0.133, Acc: 0.982, Base Lr: 7.04e-03
2024-05-02 14:34:00 transreid.train INFO: Epoch[27] Iter[80/186] Loss: 0.133, Acc: 0.982, Base Lr: 7.04e-03
2024-05-02 14:34:04 transreid.train INFO: Epoch[27] Iter[90/186] Loss: 0.132, Acc: 0.983, Base Lr: 7.04e-03
2024-05-02 14:34:09 transreid.train INFO: Epoch[27] Iter[100/186] Loss: 0.132, Acc: 0.983, Base Lr: 7.04e-03
2024-05-02 14:34:13 transreid.train INFO: Epoch[27] Iter[110/186] Loss: 0.126, Acc: 0.984, Base Lr: 7.04e-03
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2024-05-02 14:34:22 transreid.train INFO: Epoch[27] Iter[130/186] Loss: 0.124, Acc: 0.984, Base Lr: 7.04e-03
2024-05-02 14:34:26 transreid.train INFO: Epoch[27] Iter[140/186] Loss: 0.120, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 14:34:31 transreid.train INFO: Epoch[27] Iter[150/186] Loss: 0.120, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 14:34:35 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 0.118, Acc: 0.986, Base Lr: 7.04e-03
2024-05-02 14:34:39 transreid.train INFO: Epoch[27] Iter[170/186] Loss: 0.117, Acc: 0.986, Base Lr: 7.04e-03
2024-05-02 14:34:44 transreid.train INFO: Epoch[27] Iter[180/186] Loss: 0.113, Acc: 0.987, Base Lr: 7.04e-03
2024-05-02 14:34:45 transreid.train INFO: Epoch 27 done. Time per epoch: 81.002[s] Speed: 144.6[samples/s]
2024-05-02 14:34:51 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.104, Acc: 0.986, Base Lr: 6.97e-03
2024-05-02 14:34:55 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.106, Acc: 0.988, Base Lr: 6.97e-03
2024-05-02 14:34:59 transreid.train INFO: Epoch[28] Iter[30/186] Loss: 0.109, Acc: 0.988, Base Lr: 6.97e-03
2024-05-02 14:35:04 transreid.train INFO: Epoch[28] Iter[40/186] Loss: 0.109, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 14:35:08 transreid.train INFO: Epoch[28] Iter[50/186] Loss: 0.104, Acc: 0.988, Base Lr: 6.97e-03
2024-05-02 14:35:13 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 0.101, Acc: 0.990, Base Lr: 6.97e-03
2024-05-02 14:35:17 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 0.100, Acc: 0.989, Base Lr: 6.97e-03
2024-05-02 14:35:21 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 0.099, Acc: 0.989, Base Lr: 6.97e-03
2024-05-02 14:35:26 transreid.train INFO: Epoch[28] Iter[90/186] Loss: 0.097, Acc: 0.989, Base Lr: 6.97e-03
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2024-05-02 14:35:35 transreid.train INFO: Epoch[28] Iter[110/186] Loss: 0.094, Acc: 0.990, Base Lr: 6.97e-03
2024-05-02 14:35:39 transreid.train INFO: Epoch[28] Iter[120/186] Loss: 0.093, Acc: 0.990, Base Lr: 6.97e-03
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2024-05-02 14:35:53 transreid.train INFO: Epoch[28] Iter[150/186] Loss: 0.094, Acc: 0.990, Base Lr: 6.97e-03
2024-05-02 14:35:57 transreid.train INFO: Epoch[28] Iter[160/186] Loss: 0.094, Acc: 0.990, Base Lr: 6.97e-03
2024-05-02 14:36:01 transreid.train INFO: Epoch[28] Iter[170/186] Loss: 0.095, Acc: 0.990, Base Lr: 6.97e-03
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2024-05-02 14:36:07 transreid.train INFO: Epoch 28 done. Time per epoch: 82.141[s] Speed: 142.6[samples/s]
2024-05-02 14:36:12 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.133, Acc: 0.973, Base Lr: 6.90e-03
2024-05-02 14:36:17 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 0.132, Acc: 0.980, Base Lr: 6.90e-03
2024-05-02 14:36:21 transreid.train INFO: Epoch[29] Iter[30/186] Loss: 0.130, Acc: 0.983, Base Lr: 6.90e-03
2024-05-02 14:36:26 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 0.130, Acc: 0.984, Base Lr: 6.90e-03
2024-05-02 14:36:30 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 0.128, Acc: 0.985, Base Lr: 6.90e-03
2024-05-02 14:36:34 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 0.125, Acc: 0.986, Base Lr: 6.90e-03
2024-05-02 14:36:39 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.119, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 14:36:43 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.118, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 14:36:48 transreid.train INFO: Epoch[29] Iter[90/186] Loss: 0.115, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 14:36:52 transreid.train INFO: Epoch[29] Iter[100/186] Loss: 0.112, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 14:36:56 transreid.train INFO: Epoch[29] Iter[110/186] Loss: 0.112, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 14:37:01 transreid.train INFO: Epoch[29] Iter[120/186] Loss: 0.112, Acc: 0.987, Base Lr: 6.90e-03
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2024-05-02 14:37:14 transreid.train INFO: Epoch[29] Iter[150/186] Loss: 0.103, Acc: 0.988, Base Lr: 6.90e-03
2024-05-02 14:37:18 transreid.train INFO: Epoch[29] Iter[160/186] Loss: 0.101, Acc: 0.988, Base Lr: 6.90e-03
2024-05-02 14:37:23 transreid.train INFO: Epoch[29] Iter[170/186] Loss: 0.099, Acc: 0.988, Base Lr: 6.90e-03
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2024-05-02 14:37:29 transreid.train INFO: Epoch 29 done. Time per epoch: 81.262[s] Speed: 144.1[samples/s]
2024-05-02 14:37:34 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.115, Acc: 0.981, Base Lr: 6.83e-03
2024-05-02 14:37:38 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.096, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 14:37:43 transreid.train INFO: Epoch[30] Iter[30/186] Loss: 0.087, Acc: 0.989, Base Lr: 6.83e-03
2024-05-02 14:37:47 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 0.089, Acc: 0.989, Base Lr: 6.83e-03
2024-05-02 14:37:52 transreid.train INFO: Epoch[30] Iter[50/186] Loss: 0.090, Acc: 0.990, Base Lr: 6.83e-03
2024-05-02 14:37:56 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 0.092, Acc: 0.990, Base Lr: 6.83e-03
2024-05-02 14:38:00 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.094, Acc: 0.989, Base Lr: 6.83e-03
2024-05-02 14:38:05 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.097, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 14:38:09 transreid.train INFO: Epoch[30] Iter[90/186] Loss: 0.098, Acc: 0.989, Base Lr: 6.83e-03
2024-05-02 14:38:14 transreid.train INFO: Epoch[30] Iter[100/186] Loss: 0.098, Acc: 0.989, Base Lr: 6.83e-03
2024-05-02 14:38:18 transreid.train INFO: Epoch[30] Iter[110/186] Loss: 0.096, Acc: 0.989, Base Lr: 6.83e-03
2024-05-02 14:38:23 transreid.train INFO: Epoch[30] Iter[120/186] Loss: 0.095, Acc: 0.989, Base Lr: 6.83e-03
2024-05-02 14:38:27 transreid.train INFO: Epoch[30] Iter[130/186] Loss: 0.092, Acc: 0.990, Base Lr: 6.83e-03
2024-05-02 14:38:31 transreid.train INFO: Epoch[30] Iter[140/186] Loss: 0.091, Acc: 0.990, Base Lr: 6.83e-03
2024-05-02 14:38:36 transreid.train INFO: Epoch[30] Iter[150/186] Loss: 0.089, Acc: 0.990, Base Lr: 6.83e-03
2024-05-02 14:38:40 transreid.train INFO: Epoch[30] Iter[160/186] Loss: 0.089, Acc: 0.990, Base Lr: 6.83e-03
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2024-05-02 14:38:51 transreid.train INFO: Epoch 30 done. Time per epoch: 82.426[s] Speed: 142.9[samples/s]
2024-05-02 14:38:56 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.086, Acc: 0.995, Base Lr: 6.76e-03
2024-05-02 14:39:01 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 0.083, Acc: 0.991, Base Lr: 6.76e-03
2024-05-02 14:39:05 transreid.train INFO: Epoch[31] Iter[30/186] Loss: 0.090, Acc: 0.990, Base Lr: 6.76e-03
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2024-05-02 14:39:19 transreid.train INFO: Epoch[31] Iter[60/186] Loss: 0.085, Acc: 0.991, Base Lr: 6.76e-03
2024-05-02 14:39:23 transreid.train INFO: Epoch[31] Iter[70/186] Loss: 0.086, Acc: 0.991, Base Lr: 6.76e-03
2024-05-02 14:39:27 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 0.085, Acc: 0.991, Base Lr: 6.76e-03
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2024-05-02 14:39:36 transreid.train INFO: Epoch[31] Iter[100/186] Loss: 0.084, Acc: 0.990, Base Lr: 6.76e-03
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2024-05-02 14:40:13 transreid.train INFO: Epoch 31 done. Time per epoch: 81.911[s] Speed: 142.2[samples/s]
2024-05-02 14:40:18 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.089, Acc: 0.991, Base Lr: 6.68e-03
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2024-05-02 14:41:35 transreid.train INFO: Epoch 32 done. Time per epoch: 81.980[s] Speed: 142.9[samples/s]
2024-05-02 14:41:40 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.080, Acc: 0.992, Base Lr: 6.60e-03
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2024-05-02 14:42:58 transreid.train INFO: Epoch 33 done. Time per epoch: 82.855[s] Speed: 142.1[samples/s]
2024-05-02 14:43:03 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.066, Acc: 0.995, Base Lr: 6.52e-03
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2024-05-02 14:44:20 transreid.train INFO: Epoch 34 done. Time per epoch: 82.406[s] Speed: 142.9[samples/s]
2024-05-02 14:44:25 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.065, Acc: 0.995, Base Lr: 6.44e-03
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2024-05-02 14:45:43 transreid.train INFO: Epoch 35 done. Time per epoch: 82.580[s] Speed: 142.6[samples/s]
2024-05-02 14:45:48 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.071, Acc: 0.991, Base Lr: 6.35e-03
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2024-05-02 14:46:10 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.083, Acc: 0.990, Base Lr: 6.35e-03
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2024-05-02 14:46:19 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.080, Acc: 0.990, Base Lr: 6.35e-03
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2024-05-02 14:47:05 transreid.train INFO: Epoch 36 done. Time per epoch: 82.038[s] Speed: 143.5[samples/s]
2024-05-02 14:47:10 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.071, Acc: 0.992, Base Lr: 6.27e-03
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2024-05-02 14:47:41 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.054, Acc: 0.996, Base Lr: 6.27e-03
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2024-05-02 14:48:27 transreid.train INFO: Epoch 37 done. Time per epoch: 82.325[s] Speed: 143.0[samples/s]
2024-05-02 14:48:32 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.065, Acc: 0.997, Base Lr: 6.18e-03
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2024-05-02 14:49:03 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.064, Acc: 0.994, Base Lr: 6.18e-03
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2024-05-02 14:49:49 transreid.train INFO: Epoch 38 done. Time per epoch: 81.451[s] Speed: 143.8[samples/s]
2024-05-02 14:49:54 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.087, Acc: 0.989, Base Lr: 6.09e-03
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2024-05-02 14:50:38 transreid.train INFO: Epoch[39] Iter[110/186] Loss: 0.057, Acc: 0.995, Base Lr: 6.09e-03
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2024-05-02 14:50:56 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.051, Acc: 0.995, Base Lr: 6.09e-03
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2024-05-02 14:51:10 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.048, Acc: 0.996, Base Lr: 6.09e-03
2024-05-02 14:51:11 transreid.train INFO: Epoch 39 done. Time per epoch: 82.566[s] Speed: 141.9[samples/s]
2024-05-02 14:51:16 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.053, Acc: 0.997, Base Lr: 6.00e-03
2024-05-02 14:51:21 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.052, Acc: 0.995, Base Lr: 6.00e-03
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2024-05-02 14:51:47 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.053, Acc: 0.995, Base Lr: 6.00e-03
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2024-05-02 14:51:56 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.050, Acc: 0.996, Base Lr: 6.00e-03
2024-05-02 14:52:00 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.051, Acc: 0.995, Base Lr: 6.00e-03
2024-05-02 14:52:05 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.050, Acc: 0.995, Base Lr: 6.00e-03
2024-05-02 14:52:10 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.049, Acc: 0.996, Base Lr: 6.00e-03
2024-05-02 14:52:14 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.049, Acc: 0.996, Base Lr: 6.00e-03
2024-05-02 14:52:18 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.049, Acc: 0.996, Base Lr: 6.00e-03
2024-05-02 14:52:23 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.048, Acc: 0.996, Base Lr: 6.00e-03
2024-05-02 14:52:27 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.047, Acc: 0.996, Base Lr: 6.00e-03
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2024-05-02 14:52:33 transreid.train INFO: Epoch 40 done. Time per epoch: 81.717[s] Speed: 143.3[samples/s]
2024-05-02 14:53:22 transreid.train INFO: Validation Results - Epoch: 40
2024-05-02 14:53:22 transreid.train INFO: mAP: 83.4%
2024-05-02 14:53:22 transreid.train INFO: CMC curve, Rank-1  :93.1%
2024-05-02 14:53:22 transreid.train INFO: CMC curve, Rank-5  :97.9%
2024-05-02 14:53:22 transreid.train INFO: CMC curve, Rank-10 :98.8%
2024-05-02 14:53:27 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.054, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 14:53:32 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.068, Acc: 0.992, Base Lr: 5.91e-03
2024-05-02 14:53:36 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.064, Acc: 0.993, Base Lr: 5.91e-03
2024-05-02 14:53:40 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.064, Acc: 0.993, Base Lr: 5.91e-03
2024-05-02 14:53:45 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.060, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 14:53:49 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.057, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 14:53:54 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.060, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 14:53:58 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.061, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 14:54:02 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.059, Acc: 0.995, Base Lr: 5.91e-03
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2024-05-02 14:54:15 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.058, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 14:54:20 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.057, Acc: 0.996, Base Lr: 5.91e-03
2024-05-02 14:54:24 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.055, Acc: 0.996, Base Lr: 5.91e-03
2024-05-02 14:54:29 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.053, Acc: 0.996, Base Lr: 5.91e-03
2024-05-02 14:54:33 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.053, Acc: 0.996, Base Lr: 5.91e-03
2024-05-02 14:54:38 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.052, Acc: 0.996, Base Lr: 5.91e-03
2024-05-02 14:54:42 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.051, Acc: 0.996, Base Lr: 5.91e-03
2024-05-02 14:54:44 transreid.train INFO: Epoch 41 done. Time per epoch: 81.409[s] Speed: 144.7[samples/s]
2024-05-02 14:54:49 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.047, Acc: 0.995, Base Lr: 5.82e-03
2024-05-02 14:54:53 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.82e-03
2024-05-02 14:54:58 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.82e-03
2024-05-02 14:55:02 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.82e-03
2024-05-02 14:55:07 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.82e-03
2024-05-02 14:55:11 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.053, Acc: 0.995, Base Lr: 5.82e-03
2024-05-02 14:55:16 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.057, Acc: 0.995, Base Lr: 5.82e-03
2024-05-02 14:55:20 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.055, Acc: 0.996, Base Lr: 5.82e-03
2024-05-02 14:55:25 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.053, Acc: 0.996, Base Lr: 5.82e-03
2024-05-02 14:55:29 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.051, Acc: 0.996, Base Lr: 5.82e-03
2024-05-02 14:55:34 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.052, Acc: 0.996, Base Lr: 5.82e-03
2024-05-02 14:55:38 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.82e-03
2024-05-02 14:55:43 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.82e-03
2024-05-02 14:55:47 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.82e-03
2024-05-02 14:55:52 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.82e-03
2024-05-02 14:55:56 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.82e-03
2024-05-02 14:56:01 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.82e-03
2024-05-02 14:56:05 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.82e-03
2024-05-02 14:56:07 transreid.train INFO: Epoch 42 done. Time per epoch: 83.106[s] Speed: 141.7[samples/s]
2024-05-02 14:56:12 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.030, Acc: 1.000, Base Lr: 5.73e-03
2024-05-02 14:56:17 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.038, Acc: 0.998, Base Lr: 5.73e-03
2024-05-02 14:56:21 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.045, Acc: 0.997, Base Lr: 5.73e-03
2024-05-02 14:56:26 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.73e-03
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2024-05-02 14:56:35 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 14:56:39 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 14:56:43 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.051, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 14:56:48 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.051, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 14:56:52 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 14:56:57 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 14:57:01 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 14:57:06 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 14:57:10 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 14:57:15 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 14:57:19 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 14:57:23 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 14:57:28 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.73e-03
2024-05-02 14:57:30 transreid.train INFO: Epoch 43 done. Time per epoch: 82.800[s] Speed: 142.2[samples/s]
2024-05-02 14:57:35 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.046, Acc: 0.998, Base Lr: 5.63e-03
2024-05-02 14:57:39 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.051, Acc: 0.997, Base Lr: 5.63e-03
2024-05-02 14:57:44 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.055, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 14:57:48 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.63e-03
2024-05-02 14:57:53 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.63e-03
2024-05-02 14:57:57 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.051, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 14:58:02 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.052, Acc: 0.996, Base Lr: 5.63e-03
2024-05-02 14:58:06 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.63e-03
2024-05-02 14:58:11 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.63e-03
2024-05-02 14:58:15 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.63e-03
2024-05-02 14:58:19 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.63e-03
2024-05-02 14:58:24 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.63e-03
2024-05-02 14:58:28 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.046, Acc: 0.997, Base Lr: 5.63e-03
2024-05-02 14:58:33 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.045, Acc: 0.997, Base Lr: 5.63e-03
2024-05-02 14:58:37 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.045, Acc: 0.997, Base Lr: 5.63e-03
2024-05-02 14:58:42 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.044, Acc: 0.997, Base Lr: 5.63e-03
2024-05-02 14:58:46 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.043, Acc: 0.997, Base Lr: 5.63e-03
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2024-05-02 14:58:53 transreid.train INFO: Epoch 44 done. Time per epoch: 82.925[s] Speed: 142.0[samples/s]
2024-05-02 14:58:58 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.055, Acc: 0.997, Base Lr: 5.54e-03
2024-05-02 14:59:02 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.055, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 14:59:07 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.051, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 14:59:11 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 14:59:15 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.051, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 14:59:20 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 14:59:24 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 14:59:29 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 14:59:33 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 14:59:38 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.044, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 14:59:42 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.044, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 14:59:46 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 14:59:51 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.044, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 14:59:55 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.044, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:00:00 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.043, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:00:04 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.042, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 15:00:09 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.042, Acc: 0.996, Base Lr: 5.54e-03
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2024-05-02 15:00:15 transreid.train INFO: Epoch 45 done. Time per epoch: 81.927[s] Speed: 143.0[samples/s]
2024-05-02 15:00:20 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.036, Acc: 0.995, Base Lr: 5.44e-03
2024-05-02 15:00:24 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.038, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 15:00:28 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.038, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 15:00:33 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.038, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 15:00:37 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.037, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 15:00:42 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.036, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 15:00:46 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.037, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 15:00:51 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.036, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 15:00:55 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.037, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 15:00:59 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.037, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 15:01:04 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.036, Acc: 0.998, Base Lr: 5.44e-03
2024-05-02 15:01:08 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.036, Acc: 0.998, Base Lr: 5.44e-03
2024-05-02 15:01:13 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.035, Acc: 0.998, Base Lr: 5.44e-03
2024-05-02 15:01:17 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.035, Acc: 0.998, Base Lr: 5.44e-03
2024-05-02 15:01:21 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.034, Acc: 0.998, Base Lr: 5.44e-03
2024-05-02 15:01:26 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.035, Acc: 0.998, Base Lr: 5.44e-03
2024-05-02 15:01:30 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.035, Acc: 0.998, Base Lr: 5.44e-03
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2024-05-02 15:01:36 transreid.train INFO: Epoch 46 done. Time per epoch: 81.362[s] Speed: 143.9[samples/s]
2024-05-02 15:01:41 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 15:01:45 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.34e-03
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2024-05-02 15:02:03 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.044, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 15:02:08 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.044, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 15:02:12 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.042, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 15:02:16 transreid.train INFO: Epoch[47] Iter[90/186] Loss: 0.040, Acc: 0.997, Base Lr: 5.34e-03
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2024-05-02 15:02:58 transreid.train INFO: Epoch 47 done. Time per epoch: 81.775[s] Speed: 144.0[samples/s]
2024-05-02 15:03:03 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.046, Acc: 0.992, Base Lr: 5.24e-03
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2024-05-02 15:04:19 transreid.train INFO: Epoch 48 done. Time per epoch: 81.663[s] Speed: 144.2[samples/s]
2024-05-02 15:04:25 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.064, Acc: 0.997, Base Lr: 5.14e-03
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2024-05-02 15:04:55 transreid.train INFO: Epoch[49] Iter[80/186] Loss: 0.043, Acc: 0.996, Base Lr: 5.14e-03
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2024-05-02 15:05:40 transreid.train INFO: Epoch 49 done. Time per epoch: 81.091[s] Speed: 144.4[samples/s]
2024-05-02 15:05:46 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.052, Acc: 0.994, Base Lr: 5.04e-03
2024-05-02 15:05:50 transreid.train INFO: Epoch[50] Iter[20/186] Loss: 0.049, Acc: 0.993, Base Lr: 5.04e-03
2024-05-02 15:05:54 transreid.train INFO: Epoch[50] Iter[30/186] Loss: 0.042, Acc: 0.994, Base Lr: 5.04e-03
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2024-05-02 15:06:03 transreid.train INFO: Epoch[50] Iter[50/186] Loss: 0.038, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 15:06:07 transreid.train INFO: Epoch[50] Iter[60/186] Loss: 0.040, Acc: 0.995, Base Lr: 5.04e-03
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2024-05-02 15:06:16 transreid.train INFO: Epoch[50] Iter[80/186] Loss: 0.038, Acc: 0.996, Base Lr: 5.04e-03
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2024-05-02 15:06:25 transreid.train INFO: Epoch[50] Iter[100/186] Loss: 0.036, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 15:06:29 transreid.train INFO: Epoch[50] Iter[110/186] Loss: 0.035, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 15:06:34 transreid.train INFO: Epoch[50] Iter[120/186] Loss: 0.035, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 15:06:38 transreid.train INFO: Epoch[50] Iter[130/186] Loss: 0.034, Acc: 0.997, Base Lr: 5.04e-03
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2024-05-02 15:06:47 transreid.train INFO: Epoch[50] Iter[150/186] Loss: 0.033, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 15:06:52 transreid.train INFO: Epoch[50] Iter[160/186] Loss: 0.032, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 15:06:56 transreid.train INFO: Epoch[50] Iter[170/186] Loss: 0.033, Acc: 0.997, Base Lr: 5.04e-03
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2024-05-02 15:07:02 transreid.train INFO: Epoch 50 done. Time per epoch: 81.983[s] Speed: 143.6[samples/s]
2024-05-02 15:07:08 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.039, Acc: 0.998, Base Lr: 4.94e-03
2024-05-02 15:07:12 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.046, Acc: 0.995, Base Lr: 4.94e-03
2024-05-02 15:07:16 transreid.train INFO: Epoch[51] Iter[30/186] Loss: 0.042, Acc: 0.996, Base Lr: 4.94e-03
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2024-05-02 15:07:25 transreid.train INFO: Epoch[51] Iter[50/186] Loss: 0.045, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 15:07:30 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 0.041, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 15:07:34 transreid.train INFO: Epoch[51] Iter[70/186] Loss: 0.041, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 15:07:39 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.042, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 15:07:43 transreid.train INFO: Epoch[51] Iter[90/186] Loss: 0.041, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 15:07:47 transreid.train INFO: Epoch[51] Iter[100/186] Loss: 0.041, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 15:07:52 transreid.train INFO: Epoch[51] Iter[110/186] Loss: 0.040, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 15:07:56 transreid.train INFO: Epoch[51] Iter[120/186] Loss: 0.038, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 15:08:00 transreid.train INFO: Epoch[51] Iter[130/186] Loss: 0.039, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 15:08:05 transreid.train INFO: Epoch[51] Iter[140/186] Loss: 0.041, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 15:08:09 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.040, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 15:08:14 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.040, Acc: 0.996, Base Lr: 4.94e-03
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2024-05-02 15:08:24 transreid.train INFO: Epoch 51 done. Time per epoch: 81.946[s] Speed: 143.7[samples/s]
2024-05-02 15:08:29 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.035, Acc: 0.998, Base Lr: 4.84e-03
2024-05-02 15:08:34 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.037, Acc: 0.995, Base Lr: 4.84e-03
2024-05-02 15:08:38 transreid.train INFO: Epoch[52] Iter[30/186] Loss: 0.041, Acc: 0.995, Base Lr: 4.84e-03
2024-05-02 15:08:42 transreid.train INFO: Epoch[52] Iter[40/186] Loss: 0.041, Acc: 0.995, Base Lr: 4.84e-03
2024-05-02 15:08:47 transreid.train INFO: Epoch[52] Iter[50/186] Loss: 0.038, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 15:08:51 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.040, Acc: 0.995, Base Lr: 4.84e-03
2024-05-02 15:08:55 transreid.train INFO: Epoch[52] Iter[70/186] Loss: 0.038, Acc: 0.995, Base Lr: 4.84e-03
2024-05-02 15:09:00 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.039, Acc: 0.995, Base Lr: 4.84e-03
2024-05-02 15:09:04 transreid.train INFO: Epoch[52] Iter[90/186] Loss: 0.037, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 15:09:09 transreid.train INFO: Epoch[52] Iter[100/186] Loss: 0.037, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 15:09:13 transreid.train INFO: Epoch[52] Iter[110/186] Loss: 0.037, Acc: 0.996, Base Lr: 4.84e-03
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2024-05-02 15:09:22 transreid.train INFO: Epoch[52] Iter[130/186] Loss: 0.035, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 15:09:26 transreid.train INFO: Epoch[52] Iter[140/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.84e-03
2024-05-02 15:09:31 transreid.train INFO: Epoch[52] Iter[150/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.84e-03
2024-05-02 15:09:35 transreid.train INFO: Epoch[52] Iter[160/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.84e-03
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2024-05-02 15:09:45 transreid.train INFO: Epoch 52 done. Time per epoch: 81.105[s] Speed: 145.2[samples/s]
2024-05-02 15:09:51 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.74e-03
2024-05-02 15:09:55 transreid.train INFO: Epoch[53] Iter[20/186] Loss: 0.035, Acc: 0.998, Base Lr: 4.74e-03
2024-05-02 15:09:59 transreid.train INFO: Epoch[53] Iter[30/186] Loss: 0.042, Acc: 0.998, Base Lr: 4.74e-03
2024-05-02 15:10:04 transreid.train INFO: Epoch[53] Iter[40/186] Loss: 0.043, Acc: 0.998, Base Lr: 4.74e-03
2024-05-02 15:10:08 transreid.train INFO: Epoch[53] Iter[50/186] Loss: 0.039, Acc: 0.998, Base Lr: 4.74e-03
2024-05-02 15:10:12 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.040, Acc: 0.998, Base Lr: 4.74e-03
2024-05-02 15:10:17 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.039, Acc: 0.998, Base Lr: 4.74e-03
2024-05-02 15:10:21 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.038, Acc: 0.998, Base Lr: 4.74e-03
2024-05-02 15:10:26 transreid.train INFO: Epoch[53] Iter[90/186] Loss: 0.036, Acc: 0.998, Base Lr: 4.74e-03
2024-05-02 15:10:30 transreid.train INFO: Epoch[53] Iter[100/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.74e-03
2024-05-02 15:10:35 transreid.train INFO: Epoch[53] Iter[110/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.74e-03
2024-05-02 15:10:39 transreid.train INFO: Epoch[53] Iter[120/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.74e-03
2024-05-02 15:10:43 transreid.train INFO: Epoch[53] Iter[130/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.74e-03
2024-05-02 15:10:48 transreid.train INFO: Epoch[53] Iter[140/186] Loss: 0.035, Acc: 0.998, Base Lr: 4.74e-03
2024-05-02 15:10:52 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.74e-03
2024-05-02 15:10:57 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.74e-03
2024-05-02 15:11:01 transreid.train INFO: Epoch[53] Iter[170/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.74e-03
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2024-05-02 15:11:07 transreid.train INFO: Epoch 53 done. Time per epoch: 81.681[s] Speed: 144.2[samples/s]
2024-05-02 15:11:12 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.048, Acc: 0.992, Base Lr: 4.63e-03
2024-05-02 15:11:17 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.046, Acc: 0.994, Base Lr: 4.63e-03
2024-05-02 15:11:21 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.043, Acc: 0.995, Base Lr: 4.63e-03
2024-05-02 15:11:26 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 0.046, Acc: 0.995, Base Lr: 4.63e-03
2024-05-02 15:11:30 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.045, Acc: 0.995, Base Lr: 4.63e-03
2024-05-02 15:11:34 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.041, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 15:11:39 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.040, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 15:11:43 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.037, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 15:11:48 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 15:11:52 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 15:11:56 transreid.train INFO: Epoch[54] Iter[110/186] Loss: 0.034, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 15:12:01 transreid.train INFO: Epoch[54] Iter[120/186] Loss: 0.035, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 15:12:05 transreid.train INFO: Epoch[54] Iter[130/186] Loss: 0.034, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 15:12:10 transreid.train INFO: Epoch[54] Iter[140/186] Loss: 0.033, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 15:12:14 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 15:12:18 transreid.train INFO: Epoch[54] Iter[160/186] Loss: 0.033, Acc: 0.996, Base Lr: 4.63e-03
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2024-05-02 15:12:29 transreid.train INFO: Epoch 54 done. Time per epoch: 81.962[s] Speed: 143.7[samples/s]
2024-05-02 15:12:34 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.023, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 15:12:39 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.53e-03
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2024-05-02 15:12:56 transreid.train INFO: Epoch[55] Iter[60/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 15:13:01 transreid.train INFO: Epoch[55] Iter[70/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 15:13:05 transreid.train INFO: Epoch[55] Iter[80/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.53e-03
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2024-05-02 15:13:14 transreid.train INFO: Epoch[55] Iter[100/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.53e-03
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2024-05-02 15:13:51 transreid.train INFO: Epoch 55 done. Time per epoch: 81.577[s] Speed: 143.6[samples/s]
2024-05-02 15:13:56 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.028, Acc: 1.000, Base Lr: 4.43e-03
2024-05-02 15:14:00 transreid.train INFO: Epoch[56] Iter[20/186] Loss: 0.037, Acc: 0.998, Base Lr: 4.43e-03
2024-05-02 15:14:05 transreid.train INFO: Epoch[56] Iter[30/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.43e-03
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2024-05-02 15:14:27 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.028, Acc: 0.999, Base Lr: 4.43e-03
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2024-05-02 15:14:40 transreid.train INFO: Epoch[56] Iter[110/186] Loss: 0.027, Acc: 0.999, Base Lr: 4.43e-03
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2024-05-02 15:14:48 transreid.train INFO: Epoch[56] Iter[130/186] Loss: 0.026, Acc: 0.999, Base Lr: 4.43e-03
2024-05-02 15:14:53 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.026, Acc: 0.999, Base Lr: 4.43e-03
2024-05-02 15:14:57 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.027, Acc: 0.999, Base Lr: 4.43e-03
2024-05-02 15:15:02 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.026, Acc: 0.999, Base Lr: 4.43e-03
2024-05-02 15:15:06 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.026, Acc: 0.999, Base Lr: 4.43e-03
2024-05-02 15:15:11 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.43e-03
2024-05-02 15:15:12 transreid.train INFO: Epoch 56 done. Time per epoch: 81.247[s] Speed: 144.2[samples/s]
2024-05-02 15:15:17 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.020, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:15:21 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:15:26 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.32e-03
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2024-05-02 15:15:39 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:15:43 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:15:48 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:15:52 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:15:57 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:16:01 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:16:05 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:16:10 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:16:14 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:16:19 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:16:23 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.026, Acc: 0.997, Base Lr: 4.32e-03
2024-05-02 15:16:27 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:16:32 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 15:16:33 transreid.train INFO: Epoch 57 done. Time per epoch: 81.482[s] Speed: 144.5[samples/s]
2024-05-02 15:16:39 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.018, Acc: 1.000, Base Lr: 4.22e-03
2024-05-02 15:16:43 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.020, Acc: 0.999, Base Lr: 4.22e-03
2024-05-02 15:16:47 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.026, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 15:16:52 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.026, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 15:16:56 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.026, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 15:17:01 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.026, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 15:17:05 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:17:09 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.025, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 15:17:14 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:17:18 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.024, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:17:22 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.023, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:17:27 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.023, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:17:31 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.023, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:17:35 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.022, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:17:40 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.024, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:17:44 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.024, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:17:49 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.024, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 15:17:53 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.023, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 15:17:54 transreid.train INFO: Epoch 58 done. Time per epoch: 81.026[s] Speed: 144.5[samples/s]
2024-05-02 15:18:00 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.023, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 15:18:04 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.036, Acc: 0.995, Base Lr: 4.11e-03
2024-05-02 15:18:08 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.031, Acc: 0.996, Base Lr: 4.11e-03
2024-05-02 15:18:13 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.028, Acc: 0.996, Base Lr: 4.11e-03
2024-05-02 15:18:17 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 15:18:21 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 15:18:26 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 15:18:30 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 15:18:34 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 15:18:39 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 15:18:43 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 15:18:48 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 15:18:52 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:18:56 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:19:01 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:19:05 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:19:09 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:19:14 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 15:19:16 transreid.train INFO: Epoch 59 done. Time per epoch: 81.132[s] Speed: 145.1[samples/s]
2024-05-02 15:19:21 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:19:25 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:19:29 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.037, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 15:19:34 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.037, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 15:19:38 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:19:43 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:19:47 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:19:51 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:19:56 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.028, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:20:00 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.028, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:20:04 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.028, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:20:09 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.028, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:20:13 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.027, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:20:18 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.028, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:20:22 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.028, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:20:26 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.027, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:20:31 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.027, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:20:35 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.026, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 15:20:37 transreid.train INFO: Epoch 60 done. Time per epoch: 80.996[s] Speed: 144.6[samples/s]
2024-05-02 15:21:26 transreid.train INFO: Validation Results - Epoch: 60
2024-05-02 15:21:26 transreid.train INFO: mAP: 85.0%
2024-05-02 15:21:26 transreid.train INFO: CMC curve, Rank-1  :93.7%
2024-05-02 15:21:26 transreid.train INFO: CMC curve, Rank-5  :98.0%
2024-05-02 15:21:26 transreid.train INFO: CMC curve, Rank-10 :98.8%
2024-05-02 15:21:31 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.022, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:21:35 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:21:40 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.025, Acc: 0.997, Base Lr: 3.90e-03
2024-05-02 15:21:44 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.026, Acc: 0.997, Base Lr: 3.90e-03
2024-05-02 15:21:48 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.025, Acc: 0.997, Base Lr: 3.90e-03
2024-05-02 15:21:53 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:21:57 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:22:01 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:22:06 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.022, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:22:10 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:22:14 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.022, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:22:19 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:22:23 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:22:28 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:22:32 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.022, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 15:22:37 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.022, Acc: 0.999, Base Lr: 3.90e-03
2024-05-02 15:22:41 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.022, Acc: 0.999, Base Lr: 3.90e-03
2024-05-02 15:22:46 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.022, Acc: 0.999, Base Lr: 3.90e-03
2024-05-02 15:22:47 transreid.train INFO: Epoch 61 done. Time per epoch: 81.436[s] Speed: 144.6[samples/s]
2024-05-02 15:22:53 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.037, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:22:57 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.034, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:23:01 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.031, Acc: 0.997, Base Lr: 3.80e-03
2024-05-02 15:23:06 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.031, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:23:10 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.031, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:23:15 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.028, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:23:19 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:23:24 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:23:28 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.026, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:23:32 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:23:37 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:23:41 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:23:46 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:23:50 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:23:55 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:23:59 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:24:03 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:24:08 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 15:24:09 transreid.train INFO: Epoch 62 done. Time per epoch: 81.881[s] Speed: 143.0[samples/s]
2024-05-02 15:24:14 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.025, Acc: 0.995, Base Lr: 3.69e-03
2024-05-02 15:24:19 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.027, Acc: 0.997, Base Lr: 3.69e-03
2024-05-02 15:24:23 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.024, Acc: 0.997, Base Lr: 3.69e-03
2024-05-02 15:24:28 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 15:24:32 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 15:24:37 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.022, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 15:24:41 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.021, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 15:24:46 transreid.train INFO: Epoch[63] Iter[80/186] Loss: 0.021, Acc: 0.999, Base Lr: 3.69e-03
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2024-05-02 15:25:31 transreid.train INFO: Epoch 63 done. Time per epoch: 82.035[s] Speed: 142.8[samples/s]
2024-05-02 15:25:36 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.030, Acc: 0.995, Base Lr: 3.59e-03
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2024-05-02 15:26:53 transreid.train INFO: Epoch 64 done. Time per epoch: 81.674[s] Speed: 143.4[samples/s]
2024-05-02 15:26:58 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.022, Acc: 0.998, Base Lr: 3.49e-03
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2024-05-02 15:28:15 transreid.train INFO: Epoch 65 done. Time per epoch: 81.968[s] Speed: 143.7[samples/s]
2024-05-02 15:28:20 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.021, Acc: 0.998, Base Lr: 3.38e-03
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2024-05-02 15:29:37 transreid.train INFO: Epoch 66 done. Time per epoch: 81.610[s] Speed: 143.5[samples/s]
2024-05-02 15:29:42 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.013, Acc: 0.998, Base Lr: 3.28e-03
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2024-05-02 15:30:58 transreid.train INFO: Epoch 67 done. Time per epoch: 81.880[s] Speed: 143.8[samples/s]
2024-05-02 15:31:04 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.021, Acc: 1.000, Base Lr: 3.18e-03
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2024-05-02 15:32:20 transreid.train INFO: Epoch 68 done. Time per epoch: 81.382[s] Speed: 143.9[samples/s]
2024-05-02 15:32:25 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.020, Acc: 0.997, Base Lr: 3.08e-03
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2024-05-02 15:33:42 transreid.train INFO: Epoch 69 done. Time per epoch: 81.714[s] Speed: 144.1[samples/s]
2024-05-02 15:33:47 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.017, Acc: 1.000, Base Lr: 2.97e-03
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2024-05-02 15:35:03 transreid.train INFO: Epoch 70 done. Time per epoch: 81.469[s] Speed: 143.8[samples/s]
2024-05-02 15:35:08 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.033, Acc: 0.997, Base Lr: 2.87e-03
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2024-05-02 15:36:25 transreid.train INFO: Epoch 71 done. Time per epoch: 81.794[s] Speed: 144.0[samples/s]
2024-05-02 15:36:30 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.027, Acc: 0.994, Base Lr: 2.77e-03
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2024-05-02 15:37:46 transreid.train INFO: Epoch 72 done. Time per epoch: 81.357[s] Speed: 144.0[samples/s]
2024-05-02 15:37:51 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.025, Acc: 0.997, Base Lr: 2.68e-03
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2024-05-02 15:39:08 transreid.train INFO: Epoch 73 done. Time per epoch: 81.402[s] Speed: 143.9[samples/s]
2024-05-02 15:39:13 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.017, Acc: 0.998, Base Lr: 2.58e-03
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2024-05-02 15:40:29 transreid.train INFO: Epoch 74 done. Time per epoch: 81.389[s] Speed: 143.9[samples/s]
2024-05-02 15:40:34 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.018, Acc: 0.998, Base Lr: 2.48e-03
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2024-05-02 15:41:50 transreid.train INFO: Epoch 75 done. Time per epoch: 81.369[s] Speed: 143.9[samples/s]
2024-05-02 15:41:55 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.018, Acc: 0.997, Base Lr: 2.38e-03
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2024-05-02 15:43:12 transreid.train INFO: Epoch 76 done. Time per epoch: 81.517[s] Speed: 143.7[samples/s]
2024-05-02 15:43:17 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.023, Acc: 0.998, Base Lr: 2.29e-03
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2024-05-02 15:44:33 transreid.train INFO: Epoch 77 done. Time per epoch: 81.285[s] Speed: 144.1[samples/s]
2024-05-02 15:44:38 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.020, Acc: 0.997, Base Lr: 2.20e-03
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2024-05-02 15:45:54 transreid.train INFO: Epoch 78 done. Time per epoch: 81.141[s] Speed: 144.3[samples/s]
2024-05-02 15:45:59 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.029, Acc: 0.995, Base Lr: 2.10e-03
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2024-05-02 15:46:39 transreid.train INFO: Epoch[79] Iter[100/186] Loss: 0.019, Acc: 0.998, Base Lr: 2.10e-03
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2024-05-02 15:47:16 transreid.train INFO: Epoch 79 done. Time per epoch: 81.619[s] Speed: 144.3[samples/s]
2024-05-02 15:47:21 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.017, Acc: 0.995, Base Lr: 2.01e-03
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2024-05-02 15:48:37 transreid.train INFO: Epoch 80 done. Time per epoch: 81.237[s] Speed: 144.2[samples/s]
2024-05-02 15:49:27 transreid.train INFO: Validation Results - Epoch: 80
2024-05-02 15:49:27 transreid.train INFO: mAP: 85.8%
2024-05-02 15:49:27 transreid.train INFO: CMC curve, Rank-1  :93.8%
2024-05-02 15:49:27 transreid.train INFO: CMC curve, Rank-5  :98.1%
2024-05-02 15:49:27 transreid.train INFO: CMC curve, Rank-10 :98.7%
2024-05-02 15:49:32 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.017, Acc: 1.000, Base Lr: 1.92e-03
2024-05-02 15:49:37 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.92e-03
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2024-05-02 15:50:43 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.92e-03
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2024-05-02 15:50:50 transreid.train INFO: Epoch 81 done. Time per epoch: 83.161[s] Speed: 142.4[samples/s]
2024-05-02 15:50:56 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.013, Acc: 0.998, Base Lr: 1.83e-03
2024-05-02 15:51:00 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.016, Acc: 0.998, Base Lr: 1.83e-03
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2024-05-02 15:51:27 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.83e-03
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2024-05-02 15:51:58 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 15:52:03 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 15:52:07 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.83e-03
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2024-05-02 15:52:13 transreid.train INFO: Epoch 82 done. Time per epoch: 82.872[s] Speed: 141.3[samples/s]
2024-05-02 15:52:18 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.014, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 15:52:23 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.75e-03
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2024-05-02 15:52:58 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 15:53:03 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.75e-03
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2024-05-02 15:53:16 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 15:53:20 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 15:53:25 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.75e-03
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2024-05-02 15:53:35 transreid.train INFO: Epoch 83 done. Time per epoch: 82.502[s] Speed: 142.7[samples/s]
2024-05-02 15:53:41 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.66e-03
2024-05-02 15:53:45 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.66e-03
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2024-05-02 15:54:57 transreid.train INFO: Epoch 84 done. Time per epoch: 81.826[s] Speed: 143.1[samples/s]
2024-05-02 15:55:03 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.58e-03
2024-05-02 15:55:07 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.58e-03
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2024-05-02 15:55:16 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.016, Acc: 1.000, Base Lr: 1.58e-03
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2024-05-02 15:55:25 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.015, Acc: 1.000, Base Lr: 1.58e-03
2024-05-02 15:55:29 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 15:55:33 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.58e-03
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2024-05-02 15:56:09 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.58e-03
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2024-05-02 15:56:19 transreid.train INFO: Epoch 85 done. Time per epoch: 81.496[s] Speed: 143.7[samples/s]
2024-05-02 15:56:24 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.009, Acc: 1.000, Base Lr: 1.50e-03
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2024-05-02 15:57:40 transreid.train INFO: Epoch 86 done. Time per epoch: 81.265[s] Speed: 144.1[samples/s]
2024-05-02 15:57:45 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 1.42e-03
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2024-05-02 15:59:02 transreid.train INFO: Epoch 87 done. Time per epoch: 81.458[s] Speed: 143.8[samples/s]
2024-05-02 15:59:07 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.019, Acc: 0.997, Base Lr: 1.34e-03
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2024-05-02 16:00:23 transreid.train INFO: Epoch 88 done. Time per epoch: 81.231[s] Speed: 144.2[samples/s]
2024-05-02 16:00:28 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.016, Acc: 1.000, Base Lr: 1.26e-03
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2024-05-02 16:01:45 transreid.train INFO: Epoch 89 done. Time per epoch: 82.357[s] Speed: 143.0[samples/s]
2024-05-02 16:01:50 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.014, Acc: 1.000, Base Lr: 1.19e-03
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2024-05-02 16:03:07 transreid.train INFO: Epoch 90 done. Time per epoch: 81.717[s] Speed: 143.3[samples/s]
2024-05-02 16:03:12 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.016, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-02 16:04:28 transreid.train INFO: Epoch 91 done. Time per epoch: 81.464[s] Speed: 143.8[samples/s]
2024-05-02 16:04:34 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-02 16:05:51 transreid.train INFO: Epoch 92 done. Time per epoch: 82.636[s] Speed: 141.7[samples/s]
2024-05-02 16:05:56 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.009, Acc: 1.000, Base Lr: 9.72e-04
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2024-05-02 16:07:13 transreid.train INFO: Epoch 93 done. Time per epoch: 82.530[s] Speed: 141.9[samples/s]
2024-05-02 16:07:19 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.021, Acc: 1.000, Base Lr: 9.06e-04
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2024-05-02 16:08:36 transreid.train INFO: Epoch 94 done. Time per epoch: 82.221[s] Speed: 142.4[samples/s]
2024-05-02 16:08:41 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.016, Acc: 0.998, Base Lr: 8.41e-04
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2024-05-02 16:09:58 transreid.train INFO: Epoch 95 done. Time per epoch: 82.227[s] Speed: 143.2[samples/s]
2024-05-02 16:10:03 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.011, Acc: 1.000, Base Lr: 7.78e-04
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2024-05-02 16:11:19 transreid.train INFO: Epoch 96 done. Time per epoch: 81.554[s] Speed: 143.6[samples/s]
2024-05-02 16:11:25 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.014, Acc: 0.998, Base Lr: 7.18e-04
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2024-05-02 16:12:42 transreid.train INFO: Epoch 97 done. Time per epoch: 82.326[s] Speed: 143.0[samples/s]
2024-05-02 16:12:47 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.012, Acc: 1.000, Base Lr: 6.60e-04
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2024-05-02 16:14:05 transreid.train INFO: Epoch 98 done. Time per epoch: 82.774[s] Speed: 142.3[samples/s]
2024-05-02 16:14:10 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.012, Acc: 1.000, Base Lr: 6.04e-04
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2024-05-02 16:15:28 transreid.train INFO: Epoch 99 done. Time per epoch: 83.096[s] Speed: 141.7[samples/s]
2024-05-02 16:15:33 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.029, Acc: 0.997, Base Lr: 5.51e-04
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2024-05-02 16:16:50 transreid.train INFO: Epoch 100 done. Time per epoch: 82.100[s] Speed: 143.4[samples/s]
2024-05-02 16:17:39 transreid.train INFO: Validation Results - Epoch: 100
2024-05-02 16:17:39 transreid.train INFO: mAP: 86.2%
2024-05-02 16:17:39 transreid.train INFO: CMC curve, Rank-1  :94.2%
2024-05-02 16:17:39 transreid.train INFO: CMC curve, Rank-5  :98.2%
2024-05-02 16:17:39 transreid.train INFO: CMC curve, Rank-10 :98.7%
2024-05-02 16:17:44 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.015, Acc: 1.000, Base Lr: 5.00e-04
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2024-05-02 16:19:00 transreid.train INFO: Epoch 101 done. Time per epoch: 81.007[s] Speed: 144.6[samples/s]
2024-05-02 16:19:05 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.008, Acc: 1.000, Base Lr: 4.51e-04
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2024-05-02 16:20:23 transreid.train INFO: Epoch 102 done. Time per epoch: 82.353[s] Speed: 142.2[samples/s]
2024-05-02 16:20:28 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.012, Acc: 0.998, Base Lr: 4.05e-04
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2024-05-02 16:21:45 transreid.train INFO: Epoch 103 done. Time per epoch: 82.252[s] Speed: 143.2[samples/s]
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2024-05-02 16:23:07 transreid.train INFO: Epoch 104 done. Time per epoch: 81.850[s] Speed: 143.9[samples/s]
2024-05-02 16:23:12 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.011, Acc: 1.000, Base Lr: 3.20e-04
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2024-05-02 16:24:28 transreid.train INFO: Epoch 105 done. Time per epoch: 81.531[s] Speed: 143.7[samples/s]
2024-05-02 16:24:33 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.024, Acc: 0.997, Base Lr: 2.81e-04
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2024-05-02 16:25:50 transreid.train INFO: Epoch 106 done. Time per epoch: 82.345[s] Speed: 143.0[samples/s]
2024-05-02 16:25:56 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.009, Acc: 1.000, Base Lr: 2.45e-04
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2024-05-02 16:27:13 transreid.train INFO: Epoch 107 done. Time per epoch: 82.584[s] Speed: 142.6[samples/s]
2024-05-02 16:27:18 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.014, Acc: 0.998, Base Lr: 2.11e-04
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2024-05-02 16:28:36 transreid.train INFO: Epoch 108 done. Time per epoch: 82.579[s] Speed: 142.6[samples/s]
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2024-05-02 16:29:59 transreid.train INFO: Epoch 109 done. Time per epoch: 82.976[s] Speed: 141.9[samples/s]
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2024-05-02 16:31:21 transreid.train INFO: Epoch 110 done. Time per epoch: 81.974[s] Speed: 142.9[samples/s]
2024-05-02 16:31:26 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.26e-04
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2024-05-02 16:32:43 transreid.train INFO: Epoch 111 done. Time per epoch: 82.300[s] Speed: 143.1[samples/s]
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2024-05-02 16:34:06 transreid.train INFO: Epoch 112 done. Time per epoch: 82.839[s] Speed: 142.2[samples/s]
2024-05-02 16:34:11 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 8.28e-05
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2024-05-02 16:35:27 transreid.train INFO: Epoch 113 done. Time per epoch: 81.328[s] Speed: 144.0[samples/s]
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2024-05-02 16:36:48 transreid.train INFO: Epoch 114 done. Time per epoch: 81.363[s] Speed: 144.7[samples/s]
2024-05-02 16:36:54 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.013, Acc: 0.998, Base Lr: 5.02e-05
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2024-05-02 16:38:11 transreid.train INFO: Epoch 115 done. Time per epoch: 82.495[s] Speed: 142.0[samples/s]
2024-05-02 16:38:16 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.012, Acc: 0.998, Base Lr: 3.79e-05
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2024-05-02 16:39:34 transreid.train INFO: Epoch 116 done. Time per epoch: 82.711[s] Speed: 142.4[samples/s]
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2024-05-02 16:40:56 transreid.train INFO: Epoch 117 done. Time per epoch: 82.011[s] Speed: 143.6[samples/s]
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2024-05-02 16:42:19 transreid.train INFO: Epoch 118 done. Time per epoch: 83.227[s] Speed: 141.5[samples/s]
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2024-05-02 16:43:00 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 16:43:05 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 16:43:09 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 16:43:14 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 16:43:18 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 16:43:23 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.011, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 16:43:27 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.011, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 16:43:32 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.011, Acc: 1.000, Base Lr: 1.74e-05
2024-05-02 16:43:36 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.011, Acc: 1.000, Base Lr: 1.74e-05
2024-05-02 16:43:41 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.011, Acc: 1.000, Base Lr: 1.74e-05
2024-05-02 16:43:42 transreid.train INFO: Epoch 119 done. Time per epoch: 83.581[s] Speed: 140.9[samples/s]
2024-05-02 16:43:48 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.013, Acc: 0.998, Base Lr: 1.60e-05
2024-05-02 16:43:52 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.010, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:43:57 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.011, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:44:01 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.011, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:44:06 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:44:10 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:44:14 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:44:19 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:44:23 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:44:28 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:44:32 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:44:37 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:44:41 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:44:46 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:44:50 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 16:44:55 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.011, Acc: 1.000, Base Lr: 1.60e-05
2024-05-02 16:44:59 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.011, Acc: 1.000, Base Lr: 1.60e-05
2024-05-02 16:45:03 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.011, Acc: 1.000, Base Lr: 1.60e-05
2024-05-02 16:45:05 transreid.train INFO: Epoch 120 done. Time per epoch: 82.775[s] Speed: 142.3[samples/s]
2024-05-02 16:45:56 transreid.train INFO: Validation Results - Epoch: 120
2024-05-02 16:45:56 transreid.train INFO: mAP: 86.4%
2024-05-02 16:45:56 transreid.train INFO: CMC curve, Rank-1  :94.2%
2024-05-02 16:45:56 transreid.train INFO: CMC curve, Rank-5  :98.3%
2024-05-02 16:45:56 transreid.train INFO: CMC curve, Rank-10 :98.8%
