2024-05-01 12:54:31 transreid INFO: Saving model in the path :log/bs_exp/ResNet152_Market1501/128bs_lr0.0008_ep120_warm20_seed0
2024-05-01 12:54:31 transreid INFO: Loaded configuration file configs/market/resnet152.yml
2024-05-01 12:54:31 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 2
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: /home/ma-user/work/Datasets/ImageReID_Datasets/mixreid/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 0
  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: resnet152
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet152.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/bs_exp/ResNet152_Market1501/128bs_lr0.0008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0008
  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: 40
  GAMMA: 0.1
  IMS_PER_BATCH: 128
  LARGE_FC_LR: False
  LOG_PERIOD: 20
  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: 
2024-05-01 12:54:31 transreid.check INFO: Dataset statistics:
2024-05-01 12:54:31 transreid.check INFO:   ----------------------------------------
2024-05-01 12:54:31 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-01 12:54:31 transreid.check INFO:   ----------------------------------------
2024-05-01 12:54:31 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-01 12:54:31 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-01 12:54:31 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-01 12:54:31 transreid.check INFO:   ----------------------------------------
2024-05-01 12:54:36 transreid INFO: ===========using cosine learning rate=======
2024-05-01 12:54:36 transreid.train INFO: start training
2024-05-01 12:54:46 transreid.train INFO: Epoch[1] Iter[20/93] Loss: 13.216, Acc: 0.002, Base Lr: 4.76e-05
2024-05-01 12:54:52 transreid.train INFO: Epoch[1] Iter[40/93] Loss: 12.352, Acc: 0.001, Base Lr: 4.76e-05
2024-05-01 12:54:57 transreid.train INFO: Epoch[1] Iter[60/93] Loss: 11.772, Acc: 0.001, Base Lr: 4.76e-05
2024-05-01 12:55:03 transreid.train INFO: Epoch[1] Iter[80/93] Loss: 11.261, Acc: 0.001, Base Lr: 4.76e-05
2024-05-01 12:55:06 transreid.train INFO: Epoch 1 done. Time per epoch: 29.587[s] Speed: 389.4[samples/s]
2024-05-01 12:55:11 transreid.train INFO: Epoch[2] Iter[20/93] Loss: 8.996, Acc: 0.003, Base Lr: 8.72e-05
2024-05-01 12:55:17 transreid.train INFO: Epoch[2] Iter[40/93] Loss: 8.762, Acc: 0.003, Base Lr: 8.72e-05
2024-05-01 12:55:22 transreid.train INFO: Epoch[2] Iter[60/93] Loss: 8.498, Acc: 0.006, Base Lr: 8.72e-05
2024-05-01 12:55:28 transreid.train INFO: Epoch[2] Iter[80/93] Loss: 8.315, Acc: 0.014, Base Lr: 8.72e-05
2024-05-01 12:55:31 transreid.train INFO: Epoch 2 done. Time per epoch: 24.892[s] Speed: 462.8[samples/s]
2024-05-01 12:55:36 transreid.train INFO: Epoch[3] Iter[20/93] Loss: 7.688, Acc: 0.073, Base Lr: 1.27e-04
2024-05-01 12:55:42 transreid.train INFO: Epoch[3] Iter[40/93] Loss: 7.568, Acc: 0.106, Base Lr: 1.27e-04
2024-05-01 12:55:47 transreid.train INFO: Epoch[3] Iter[60/93] Loss: 7.522, Acc: 0.135, Base Lr: 1.27e-04
2024-05-01 12:55:53 transreid.train INFO: Epoch[3] Iter[80/93] Loss: 7.460, Acc: 0.178, Base Lr: 1.27e-04
2024-05-01 12:55:55 transreid.train INFO: Epoch 3 done. Time per epoch: 24.936[s] Speed: 462.0[samples/s]
2024-05-01 12:56:01 transreid.train INFO: Epoch[4] Iter[20/93] Loss: 7.101, Acc: 0.229, Base Lr: 1.66e-04
2024-05-01 12:56:07 transreid.train INFO: Epoch[4] Iter[40/93] Loss: 7.124, Acc: 0.273, Base Lr: 1.66e-04
2024-05-01 12:56:12 transreid.train INFO: Epoch[4] Iter[60/93] Loss: 7.089, Acc: 0.313, Base Lr: 1.66e-04
2024-05-01 12:56:18 transreid.train INFO: Epoch[4] Iter[80/93] Loss: 7.030, Acc: 0.380, Base Lr: 1.66e-04
2024-05-01 12:56:21 transreid.train INFO: Epoch 4 done. Time per epoch: 25.248[s] Speed: 461.3[samples/s]
2024-05-01 12:56:27 transreid.train INFO: Epoch[5] Iter[20/93] Loss: 6.908, Acc: 0.294, Base Lr: 2.06e-04
2024-05-01 12:56:32 transreid.train INFO: Epoch[5] Iter[40/93] Loss: 6.842, Acc: 0.326, Base Lr: 2.06e-04
2024-05-01 12:56:37 transreid.train INFO: Epoch[5] Iter[60/93] Loss: 6.749, Acc: 0.378, Base Lr: 2.06e-04
2024-05-01 12:56:43 transreid.train INFO: Epoch[5] Iter[80/93] Loss: 6.687, Acc: 0.434, Base Lr: 2.06e-04
2024-05-01 12:56:46 transreid.train INFO: Epoch 5 done. Time per epoch: 24.983[s] Speed: 461.1[samples/s]
2024-05-01 12:56:52 transreid.train INFO: Epoch[6] Iter[20/93] Loss: 6.590, Acc: 0.309, Base Lr: 2.46e-04
2024-05-01 12:56:57 transreid.train INFO: Epoch[6] Iter[40/93] Loss: 6.476, Acc: 0.352, Base Lr: 2.46e-04
2024-05-01 12:57:03 transreid.train INFO: Epoch[6] Iter[60/93] Loss: 6.407, Acc: 0.401, Base Lr: 2.46e-04
2024-05-01 12:57:08 transreid.train INFO: Epoch[6] Iter[80/93] Loss: 6.353, Acc: 0.455, Base Lr: 2.46e-04
2024-05-01 12:57:11 transreid.train INFO: Epoch 6 done. Time per epoch: 25.183[s] Speed: 457.5[samples/s]
2024-05-01 12:57:17 transreid.train INFO: Epoch[7] Iter[20/93] Loss: 6.287, Acc: 0.334, Base Lr: 2.85e-04
2024-05-01 12:57:22 transreid.train INFO: Epoch[7] Iter[40/93] Loss: 6.244, Acc: 0.362, Base Lr: 2.85e-04
2024-05-01 12:57:28 transreid.train INFO: Epoch[7] Iter[60/93] Loss: 6.153, Acc: 0.412, Base Lr: 2.85e-04
2024-05-01 12:57:33 transreid.train INFO: Epoch[7] Iter[80/93] Loss: 6.026, Acc: 0.473, Base Lr: 2.85e-04
2024-05-01 12:57:36 transreid.train INFO: Epoch 7 done. Time per epoch: 25.030[s] Speed: 460.3[samples/s]
2024-05-01 12:57:42 transreid.train INFO: Epoch[8] Iter[20/93] Loss: 5.951, Acc: 0.327, Base Lr: 3.25e-04
2024-05-01 12:57:47 transreid.train INFO: Epoch[8] Iter[40/93] Loss: 5.834, Acc: 0.372, Base Lr: 3.25e-04
2024-05-01 12:57:53 transreid.train INFO: Epoch[8] Iter[60/93] Loss: 5.720, Acc: 0.423, Base Lr: 3.25e-04
2024-05-01 12:57:58 transreid.train INFO: Epoch[8] Iter[80/93] Loss: 5.576, Acc: 0.474, Base Lr: 3.25e-04
2024-05-01 12:58:01 transreid.train INFO: Epoch 8 done. Time per epoch: 25.288[s] Speed: 460.6[samples/s]
2024-05-01 12:58:07 transreid.train INFO: Epoch[9] Iter[20/93] Loss: 5.588, Acc: 0.331, Base Lr: 3.64e-04
2024-05-01 12:58:13 transreid.train INFO: Epoch[9] Iter[40/93] Loss: 5.469, Acc: 0.357, Base Lr: 3.64e-04
2024-05-01 12:58:18 transreid.train INFO: Epoch[9] Iter[60/93] Loss: 5.329, Acc: 0.397, Base Lr: 3.64e-04
2024-05-01 12:58:23 transreid.train INFO: Epoch[9] Iter[80/93] Loss: 5.128, Acc: 0.459, Base Lr: 3.64e-04
2024-05-01 12:58:27 transreid.train INFO: Epoch 9 done. Time per epoch: 25.346[s] Speed: 459.6[samples/s]
2024-05-01 12:58:32 transreid.train INFO: Epoch[10] Iter[20/93] Loss: 5.122, Acc: 0.346, Base Lr: 4.04e-04
2024-05-01 12:58:38 transreid.train INFO: Epoch[10] Iter[40/93] Loss: 4.976, Acc: 0.372, Base Lr: 4.04e-04
2024-05-01 12:58:43 transreid.train INFO: Epoch[10] Iter[60/93] Loss: 4.846, Acc: 0.410, Base Lr: 4.04e-04
2024-05-01 12:58:49 transreid.train INFO: Epoch[10] Iter[80/93] Loss: 4.614, Acc: 0.467, Base Lr: 4.04e-04
2024-05-01 12:58:52 transreid.train INFO: Epoch 10 done. Time per epoch: 25.153[s] Speed: 458.0[samples/s]
2024-05-01 12:58:58 transreid.train INFO: Epoch[11] Iter[20/93] Loss: 4.790, Acc: 0.295, Base Lr: 4.44e-04
2024-05-01 12:59:03 transreid.train INFO: Epoch[11] Iter[40/93] Loss: 4.540, Acc: 0.359, Base Lr: 4.44e-04
2024-05-01 12:59:09 transreid.train INFO: Epoch[11] Iter[60/93] Loss: 4.294, Acc: 0.421, Base Lr: 4.44e-04
2024-05-01 12:59:14 transreid.train INFO: Epoch[11] Iter[80/93] Loss: 4.019, Acc: 0.500, Base Lr: 4.44e-04
2024-05-01 12:59:17 transreid.train INFO: Epoch 11 done. Time per epoch: 25.383[s] Speed: 458.9[samples/s]
2024-05-01 12:59:23 transreid.train INFO: Epoch[12] Iter[20/93] Loss: 4.296, Acc: 0.361, Base Lr: 4.83e-04
2024-05-01 12:59:29 transreid.train INFO: Epoch[12] Iter[40/93] Loss: 4.108, Acc: 0.414, Base Lr: 4.83e-04
2024-05-01 12:59:34 transreid.train INFO: Epoch[12] Iter[60/93] Loss: 3.807, Acc: 0.483, Base Lr: 4.83e-04
2024-05-01 12:59:39 transreid.train INFO: Epoch[12] Iter[80/93] Loss: 3.528, Acc: 0.552, Base Lr: 4.83e-04
2024-05-01 12:59:42 transreid.train INFO: Epoch 12 done. Time per epoch: 25.211[s] Speed: 456.9[samples/s]
2024-05-01 12:59:48 transreid.train INFO: Epoch[13] Iter[20/93] Loss: 3.914, Acc: 0.412, Base Lr: 5.23e-04
2024-05-01 12:59:54 transreid.train INFO: Epoch[13] Iter[40/93] Loss: 3.630, Acc: 0.478, Base Lr: 5.23e-04
2024-05-01 12:59:59 transreid.train INFO: Epoch[13] Iter[60/93] Loss: 3.380, Acc: 0.538, Base Lr: 5.23e-04
2024-05-01 13:00:05 transreid.train INFO: Epoch[13] Iter[80/93] Loss: 3.093, Acc: 0.602, Base Lr: 5.23e-04
2024-05-01 13:00:07 transreid.train INFO: Epoch 13 done. Time per epoch: 25.103[s] Speed: 458.9[samples/s]
2024-05-01 13:00:13 transreid.train INFO: Epoch[14] Iter[20/93] Loss: 3.478, Acc: 0.501, Base Lr: 5.62e-04
2024-05-01 13:00:19 transreid.train INFO: Epoch[14] Iter[40/93] Loss: 3.253, Acc: 0.547, Base Lr: 5.62e-04
2024-05-01 13:00:24 transreid.train INFO: Epoch[14] Iter[60/93] Loss: 3.027, Acc: 0.593, Base Lr: 5.62e-04
2024-05-01 13:00:30 transreid.train INFO: Epoch[14] Iter[80/93] Loss: 2.710, Acc: 0.662, Base Lr: 5.62e-04
2024-05-01 13:00:32 transreid.train INFO: Epoch 14 done. Time per epoch: 25.043[s] Speed: 460.0[samples/s]
2024-05-01 13:00:38 transreid.train INFO: Epoch[15] Iter[20/93] Loss: 3.078, Acc: 0.536, Base Lr: 6.02e-04
2024-05-01 13:00:44 transreid.train INFO: Epoch[15] Iter[40/93] Loss: 2.939, Acc: 0.567, Base Lr: 6.02e-04
2024-05-01 13:00:49 transreid.train INFO: Epoch[15] Iter[60/93] Loss: 2.615, Acc: 0.646, Base Lr: 6.02e-04
2024-05-01 13:00:55 transreid.train INFO: Epoch[15] Iter[80/93] Loss: 2.332, Acc: 0.706, Base Lr: 6.02e-04
2024-05-01 13:00:58 transreid.train INFO: Epoch 15 done. Time per epoch: 25.315[s] Speed: 460.1[samples/s]
2024-05-01 13:01:04 transreid.train INFO: Epoch[16] Iter[20/93] Loss: 2.825, Acc: 0.574, Base Lr: 6.42e-04
2024-05-01 13:01:09 transreid.train INFO: Epoch[16] Iter[40/93] Loss: 2.603, Acc: 0.627, Base Lr: 6.42e-04
2024-05-01 13:01:15 transreid.train INFO: Epoch[16] Iter[60/93] Loss: 2.346, Acc: 0.688, Base Lr: 6.42e-04
2024-05-01 13:01:20 transreid.train INFO: Epoch[16] Iter[80/93] Loss: 2.064, Acc: 0.743, Base Lr: 6.42e-04
2024-05-01 13:01:23 transreid.train INFO: Epoch 16 done. Time per epoch: 25.142[s] Speed: 458.2[samples/s]
2024-05-01 13:01:29 transreid.train INFO: Epoch[17] Iter[20/93] Loss: 2.535, Acc: 0.616, Base Lr: 6.81e-04
2024-05-01 13:01:34 transreid.train INFO: Epoch[17] Iter[40/93] Loss: 2.255, Acc: 0.671, Base Lr: 6.81e-04
2024-05-01 13:01:40 transreid.train INFO: Epoch[17] Iter[60/93] Loss: 2.013, Acc: 0.729, Base Lr: 6.81e-04
2024-05-01 13:01:45 transreid.train INFO: Epoch[17] Iter[80/93] Loss: 1.766, Acc: 0.782, Base Lr: 6.81e-04
2024-05-01 13:01:48 transreid.train INFO: Epoch 17 done. Time per epoch: 25.323[s] Speed: 460.0[samples/s]
2024-05-01 13:01:54 transreid.train INFO: Epoch[18] Iter[20/93] Loss: 2.207, Acc: 0.685, Base Lr: 7.21e-04
2024-05-01 13:02:00 transreid.train INFO: Epoch[18] Iter[40/93] Loss: 2.003, Acc: 0.721, Base Lr: 7.21e-04
2024-05-01 13:02:05 transreid.train INFO: Epoch[18] Iter[60/93] Loss: 1.774, Acc: 0.768, Base Lr: 7.21e-04
2024-05-01 13:02:11 transreid.train INFO: Epoch[18] Iter[80/93] Loss: 1.561, Acc: 0.811, Base Lr: 7.21e-04
2024-05-01 13:02:14 transreid.train INFO: Epoch 18 done. Time per epoch: 25.342[s] Speed: 459.6[samples/s]
2024-05-01 13:02:20 transreid.train INFO: Epoch[19] Iter[20/93] Loss: 1.855, Acc: 0.718, Base Lr: 7.60e-04
2024-05-01 13:02:25 transreid.train INFO: Epoch[19] Iter[40/93] Loss: 1.704, Acc: 0.756, Base Lr: 7.60e-04
2024-05-01 13:02:31 transreid.train INFO: Epoch[19] Iter[60/93] Loss: 1.535, Acc: 0.799, Base Lr: 7.60e-04
2024-05-01 13:02:36 transreid.train INFO: Epoch[19] Iter[80/93] Loss: 1.367, Acc: 0.835, Base Lr: 7.60e-04
2024-05-01 13:02:39 transreid.train INFO: Epoch 19 done. Time per epoch: 25.270[s] Speed: 455.9[samples/s]
2024-05-01 13:02:45 transreid.train INFO: Epoch[20] Iter[20/93] Loss: 1.883, Acc: 0.718, Base Lr: 7.47e-04
2024-05-01 13:02:50 transreid.train INFO: Epoch[20] Iter[40/93] Loss: 1.604, Acc: 0.785, Base Lr: 7.47e-04
2024-05-01 13:02:56 transreid.train INFO: Epoch[20] Iter[60/93] Loss: 1.423, Acc: 0.826, Base Lr: 7.47e-04
2024-05-01 13:03:01 transreid.train INFO: Epoch[20] Iter[80/93] Loss: 1.236, Acc: 0.858, Base Lr: 7.47e-04
2024-05-01 13:03:04 transreid.train INFO: Epoch 20 done. Time per epoch: 25.143[s] Speed: 458.2[samples/s]
2024-05-01 13:03:10 transreid.train INFO: Epoch[21] Iter[20/93] Loss: 1.482, Acc: 0.791, Base Lr: 7.41e-04
2024-05-01 13:03:15 transreid.train INFO: Epoch[21] Iter[40/93] Loss: 1.420, Acc: 0.812, Base Lr: 7.41e-04
2024-05-01 13:03:21 transreid.train INFO: Epoch[21] Iter[60/93] Loss: 1.237, Acc: 0.849, Base Lr: 7.41e-04
2024-05-01 13:03:26 transreid.train INFO: Epoch[21] Iter[80/93] Loss: 1.084, Acc: 0.876, Base Lr: 7.41e-04
2024-05-01 13:03:29 transreid.train INFO: Epoch 21 done. Time per epoch: 25.187[s] Speed: 457.4[samples/s]
2024-05-01 13:03:35 transreid.train INFO: Epoch[22] Iter[20/93] Loss: 1.439, Acc: 0.799, Base Lr: 7.36e-04
2024-05-01 13:03:41 transreid.train INFO: Epoch[22] Iter[40/93] Loss: 1.244, Acc: 0.841, Base Lr: 7.36e-04
2024-05-01 13:03:46 transreid.train INFO: Epoch[22] Iter[60/93] Loss: 1.086, Acc: 0.871, Base Lr: 7.36e-04
2024-05-01 13:03:52 transreid.train INFO: Epoch[22] Iter[80/93] Loss: 0.941, Acc: 0.897, Base Lr: 7.36e-04
2024-05-01 13:03:54 transreid.train INFO: Epoch 22 done. Time per epoch: 25.264[s] Speed: 456.0[samples/s]
2024-05-01 13:04:00 transreid.train INFO: Epoch[23] Iter[20/93] Loss: 1.278, Acc: 0.816, Base Lr: 7.30e-04
2024-05-01 13:04:06 transreid.train INFO: Epoch[23] Iter[40/93] Loss: 1.091, Acc: 0.859, Base Lr: 7.30e-04
2024-05-01 13:04:11 transreid.train INFO: Epoch[23] Iter[60/93] Loss: 0.950, Acc: 0.887, Base Lr: 7.30e-04
2024-05-01 13:04:17 transreid.train INFO: Epoch[23] Iter[80/93] Loss: 0.826, Acc: 0.910, Base Lr: 7.30e-04
2024-05-01 13:04:20 transreid.train INFO: Epoch 23 done. Time per epoch: 25.120[s] Speed: 458.6[samples/s]
2024-05-01 13:04:25 transreid.train INFO: Epoch[24] Iter[20/93] Loss: 1.082, Acc: 0.854, Base Lr: 7.24e-04
2024-05-01 13:04:31 transreid.train INFO: Epoch[24] Iter[40/93] Loss: 0.981, Acc: 0.877, Base Lr: 7.24e-04
2024-05-01 13:04:36 transreid.train INFO: Epoch[24] Iter[60/93] Loss: 0.858, Acc: 0.900, Base Lr: 7.24e-04
2024-05-01 13:04:42 transreid.train INFO: Epoch[24] Iter[80/93] Loss: 0.738, Acc: 0.921, Base Lr: 7.24e-04
2024-05-01 13:04:45 transreid.train INFO: Epoch 24 done. Time per epoch: 25.451[s] Speed: 457.7[samples/s]
2024-05-01 13:04:51 transreid.train INFO: Epoch[25] Iter[20/93] Loss: 0.994, Acc: 0.855, Base Lr: 7.18e-04
2024-05-01 13:04:56 transreid.train INFO: Epoch[25] Iter[40/93] Loss: 0.871, Acc: 0.891, Base Lr: 7.18e-04
2024-05-01 13:05:02 transreid.train INFO: Epoch[25] Iter[60/93] Loss: 0.765, Acc: 0.914, Base Lr: 7.18e-04
2024-05-01 13:05:07 transreid.train INFO: Epoch[25] Iter[80/93] Loss: 0.672, Acc: 0.929, Base Lr: 7.18e-04
2024-05-01 13:05:10 transreid.train INFO: Epoch 25 done. Time per epoch: 25.200[s] Speed: 457.1[samples/s]
2024-05-01 13:05:16 transreid.train INFO: Epoch[26] Iter[20/93] Loss: 1.045, Acc: 0.848, Base Lr: 7.11e-04
2024-05-01 13:05:22 transreid.train INFO: Epoch[26] Iter[40/93] Loss: 0.862, Acc: 0.893, Base Lr: 7.11e-04
2024-05-01 13:05:27 transreid.train INFO: Epoch[26] Iter[60/93] Loss: 0.740, Acc: 0.914, Base Lr: 7.11e-04
2024-05-01 13:05:32 transreid.train INFO: Epoch[26] Iter[80/93] Loss: 0.637, Acc: 0.931, Base Lr: 7.11e-04
2024-05-01 13:05:36 transreid.train INFO: Epoch 26 done. Time per epoch: 25.334[s] Speed: 459.8[samples/s]
2024-05-01 13:05:41 transreid.train INFO: Epoch[27] Iter[20/93] Loss: 0.851, Acc: 0.880, Base Lr: 7.04e-04
2024-05-01 13:05:47 transreid.train INFO: Epoch[27] Iter[40/93] Loss: 0.728, Acc: 0.910, Base Lr: 7.04e-04
2024-05-01 13:05:52 transreid.train INFO: Epoch[27] Iter[60/93] Loss: 0.647, Acc: 0.927, Base Lr: 7.04e-04
2024-05-01 13:05:58 transreid.train INFO: Epoch[27] Iter[80/93] Loss: 0.566, Acc: 0.939, Base Lr: 7.04e-04
2024-05-01 13:06:01 transreid.train INFO: Epoch 27 done. Time per epoch: 25.149[s] Speed: 458.1[samples/s]
2024-05-01 13:06:07 transreid.train INFO: Epoch[28] Iter[20/93] Loss: 0.814, Acc: 0.887, Base Lr: 6.97e-04
2024-05-01 13:06:12 transreid.train INFO: Epoch[28] Iter[40/93] Loss: 0.685, Acc: 0.914, Base Lr: 6.97e-04
2024-05-01 13:06:18 transreid.train INFO: Epoch[28] Iter[60/93] Loss: 0.599, Acc: 0.932, Base Lr: 6.97e-04
2024-05-01 13:06:23 transreid.train INFO: Epoch[28] Iter[80/93] Loss: 0.526, Acc: 0.944, Base Lr: 6.97e-04
2024-05-01 13:06:26 transreid.train INFO: Epoch 28 done. Time per epoch: 25.519[s] Speed: 456.4[samples/s]
2024-05-01 13:06:32 transreid.train INFO: Epoch[29] Iter[20/93] Loss: 0.763, Acc: 0.898, Base Lr: 6.90e-04
2024-05-01 13:06:38 transreid.train INFO: Epoch[29] Iter[40/93] Loss: 0.635, Acc: 0.924, Base Lr: 6.90e-04
2024-05-01 13:06:43 transreid.train INFO: Epoch[29] Iter[60/93] Loss: 0.576, Acc: 0.933, Base Lr: 6.90e-04
2024-05-01 13:06:49 transreid.train INFO: Epoch[29] Iter[80/93] Loss: 0.503, Acc: 0.946, Base Lr: 6.90e-04
2024-05-01 13:06:52 transreid.train INFO: Epoch 29 done. Time per epoch: 25.371[s] Speed: 459.1[samples/s]
2024-05-01 13:06:58 transreid.train INFO: Epoch[30] Iter[20/93] Loss: 0.659, Acc: 0.909, Base Lr: 6.83e-04
2024-05-01 13:07:03 transreid.train INFO: Epoch[30] Iter[40/93] Loss: 0.572, Acc: 0.929, Base Lr: 6.83e-04
2024-05-01 13:07:08 transreid.train INFO: Epoch[30] Iter[60/93] Loss: 0.509, Acc: 0.942, Base Lr: 6.83e-04
2024-05-01 13:07:14 transreid.train INFO: Epoch[30] Iter[80/93] Loss: 0.449, Acc: 0.951, Base Lr: 6.83e-04
2024-05-01 13:07:17 transreid.train INFO: Epoch 30 done. Time per epoch: 25.395[s] Speed: 458.7[samples/s]
2024-05-01 13:07:23 transreid.train INFO: Epoch[31] Iter[20/93] Loss: 0.613, Acc: 0.920, Base Lr: 6.76e-04
2024-05-01 13:07:28 transreid.train INFO: Epoch[31] Iter[40/93] Loss: 0.541, Acc: 0.933, Base Lr: 6.76e-04
2024-05-01 13:07:34 transreid.train INFO: Epoch[31] Iter[60/93] Loss: 0.469, Acc: 0.945, Base Lr: 6.76e-04
2024-05-01 13:07:39 transreid.train INFO: Epoch[31] Iter[80/93] Loss: 0.410, Acc: 0.956, Base Lr: 6.76e-04
2024-05-01 13:07:42 transreid.train INFO: Epoch 31 done. Time per epoch: 25.286[s] Speed: 460.6[samples/s]
2024-05-01 13:07:48 transreid.train INFO: Epoch[32] Iter[20/93] Loss: 0.594, Acc: 0.934, Base Lr: 6.68e-04
2024-05-01 13:07:54 transreid.train INFO: Epoch[32] Iter[40/93] Loss: 0.523, Acc: 0.950, Base Lr: 6.68e-04
2024-05-01 13:07:59 transreid.train INFO: Epoch[32] Iter[60/93] Loss: 0.451, Acc: 0.959, Base Lr: 6.68e-04
2024-05-01 13:08:05 transreid.train INFO: Epoch[32] Iter[80/93] Loss: 0.409, Acc: 0.965, Base Lr: 6.68e-04
2024-05-01 13:08:08 transreid.train INFO: Epoch 32 done. Time per epoch: 25.380[s] Speed: 458.9[samples/s]
2024-05-01 13:08:14 transreid.train INFO: Epoch[33] Iter[20/93] Loss: 0.522, Acc: 0.948, Base Lr: 6.60e-04
2024-05-01 13:08:19 transreid.train INFO: Epoch[33] Iter[40/93] Loss: 0.476, Acc: 0.952, Base Lr: 6.60e-04
2024-05-01 13:08:24 transreid.train INFO: Epoch[33] Iter[60/93] Loss: 0.423, Acc: 0.962, Base Lr: 6.60e-04
2024-05-01 13:08:30 transreid.train INFO: Epoch[33] Iter[80/93] Loss: 0.367, Acc: 0.969, Base Lr: 6.60e-04
2024-05-01 13:08:33 transreid.train INFO: Epoch 33 done. Time per epoch: 25.002[s] Speed: 460.8[samples/s]
2024-05-01 13:08:39 transreid.train INFO: Epoch[34] Iter[20/93] Loss: 0.571, Acc: 0.939, Base Lr: 6.52e-04
2024-05-01 13:08:44 transreid.train INFO: Epoch[34] Iter[40/93] Loss: 0.459, Acc: 0.955, Base Lr: 6.52e-04
2024-05-01 13:08:49 transreid.train INFO: Epoch[34] Iter[60/93] Loss: 0.391, Acc: 0.965, Base Lr: 6.52e-04
2024-05-01 13:08:55 transreid.train INFO: Epoch[34] Iter[80/93] Loss: 0.344, Acc: 0.970, Base Lr: 6.52e-04
2024-05-01 13:08:58 transreid.train INFO: Epoch 34 done. Time per epoch: 25.018[s] Speed: 460.5[samples/s]
2024-05-01 13:09:04 transreid.train INFO: Epoch[35] Iter[20/93] Loss: 0.447, Acc: 0.957, Base Lr: 6.44e-04
2024-05-01 13:09:09 transreid.train INFO: Epoch[35] Iter[40/93] Loss: 0.395, Acc: 0.964, Base Lr: 6.44e-04
2024-05-01 13:09:14 transreid.train INFO: Epoch[35] Iter[60/93] Loss: 0.347, Acc: 0.972, Base Lr: 6.44e-04
2024-05-01 13:09:20 transreid.train INFO: Epoch[35] Iter[80/93] Loss: 0.314, Acc: 0.977, Base Lr: 6.44e-04
2024-05-01 13:09:23 transreid.train INFO: Epoch 35 done. Time per epoch: 25.063[s] Speed: 459.6[samples/s]
2024-05-01 13:09:29 transreid.train INFO: Epoch[36] Iter[20/93] Loss: 0.450, Acc: 0.963, Base Lr: 6.35e-04
2024-05-01 13:09:34 transreid.train INFO: Epoch[36] Iter[40/93] Loss: 0.395, Acc: 0.967, Base Lr: 6.35e-04
2024-05-01 13:09:40 transreid.train INFO: Epoch[36] Iter[60/93] Loss: 0.358, Acc: 0.972, Base Lr: 6.35e-04
2024-05-01 13:09:45 transreid.train INFO: Epoch[36] Iter[80/93] Loss: 0.313, Acc: 0.977, Base Lr: 6.35e-04
2024-05-01 13:09:48 transreid.train INFO: Epoch 36 done. Time per epoch: 25.053[s] Speed: 459.8[samples/s]
2024-05-01 13:09:54 transreid.train INFO: Epoch[37] Iter[20/93] Loss: 0.380, Acc: 0.966, Base Lr: 6.27e-04
2024-05-01 13:09:59 transreid.train INFO: Epoch[37] Iter[40/93] Loss: 0.352, Acc: 0.970, Base Lr: 6.27e-04
2024-05-01 13:10:05 transreid.train INFO: Epoch[37] Iter[60/93] Loss: 0.321, Acc: 0.974, Base Lr: 6.27e-04
2024-05-01 13:10:10 transreid.train INFO: Epoch[37] Iter[80/93] Loss: 0.287, Acc: 0.978, Base Lr: 6.27e-04
2024-05-01 13:10:13 transreid.train INFO: Epoch 37 done. Time per epoch: 25.025[s] Speed: 460.3[samples/s]
2024-05-01 13:10:19 transreid.train INFO: Epoch[38] Iter[20/93] Loss: 0.378, Acc: 0.973, Base Lr: 6.18e-04
2024-05-01 13:10:24 transreid.train INFO: Epoch[38] Iter[40/93] Loss: 0.330, Acc: 0.977, Base Lr: 6.18e-04
2024-05-01 13:10:30 transreid.train INFO: Epoch[38] Iter[60/93] Loss: 0.285, Acc: 0.980, Base Lr: 6.18e-04
2024-05-01 13:10:35 transreid.train INFO: Epoch[38] Iter[80/93] Loss: 0.260, Acc: 0.983, Base Lr: 6.18e-04
2024-05-01 13:10:38 transreid.train INFO: Epoch 38 done. Time per epoch: 25.286[s] Speed: 460.7[samples/s]
2024-05-01 13:10:44 transreid.train INFO: Epoch[39] Iter[20/93] Loss: 0.342, Acc: 0.978, Base Lr: 6.09e-04
2024-05-01 13:10:49 transreid.train INFO: Epoch[39] Iter[40/93] Loss: 0.311, Acc: 0.980, Base Lr: 6.09e-04
2024-05-01 13:10:55 transreid.train INFO: Epoch[39] Iter[60/93] Loss: 0.290, Acc: 0.984, Base Lr: 6.09e-04
2024-05-01 13:11:00 transreid.train INFO: Epoch[39] Iter[80/93] Loss: 0.259, Acc: 0.986, Base Lr: 6.09e-04
2024-05-01 13:11:03 transreid.train INFO: Epoch 39 done. Time per epoch: 25.095[s] Speed: 459.1[samples/s]
2024-05-01 13:11:09 transreid.train INFO: Epoch[40] Iter[20/93] Loss: 0.347, Acc: 0.977, Base Lr: 6.00e-04
2024-05-01 13:11:15 transreid.train INFO: Epoch[40] Iter[40/93] Loss: 0.306, Acc: 0.982, Base Lr: 6.00e-04
2024-05-01 13:11:20 transreid.train INFO: Epoch[40] Iter[60/93] Loss: 0.271, Acc: 0.985, Base Lr: 6.00e-04
2024-05-01 13:11:25 transreid.train INFO: Epoch[40] Iter[80/93] Loss: 0.244, Acc: 0.985, Base Lr: 6.00e-04
2024-05-01 13:11:28 transreid.train INFO: Epoch 40 done. Time per epoch: 25.024[s] Speed: 460.3[samples/s]
2024-05-01 13:12:04 transreid.train INFO: Validation Results - Epoch: 40
2024-05-01 13:12:04 transreid.train INFO: mAP: 93.2%
2024-05-01 13:12:04 transreid.train INFO: CMC curve, Rank-1  :96.4%
2024-05-01 13:12:04 transreid.train INFO: CMC curve, Rank-5  :98.9%
2024-05-01 13:12:04 transreid.train INFO: CMC curve, Rank-10 :99.5%
2024-05-01 13:12:10 transreid.train INFO: Epoch[41] Iter[20/93] Loss: 0.312, Acc: 0.976, Base Lr: 5.91e-04
2024-05-01 13:12:16 transreid.train INFO: Epoch[41] Iter[40/93] Loss: 0.273, Acc: 0.982, Base Lr: 5.91e-04
2024-05-01 13:12:21 transreid.train INFO: Epoch[41] Iter[60/93] Loss: 0.251, Acc: 0.984, Base Lr: 5.91e-04
2024-05-01 13:12:27 transreid.train INFO: Epoch[41] Iter[80/93] Loss: 0.228, Acc: 0.987, Base Lr: 5.91e-04
2024-05-01 13:12:30 transreid.train INFO: Epoch 41 done. Time per epoch: 25.504[s] Speed: 456.7[samples/s]
2024-05-01 13:12:36 transreid.train INFO: Epoch[42] Iter[20/93] Loss: 0.306, Acc: 0.980, Base Lr: 5.82e-04
2024-05-01 13:12:41 transreid.train INFO: Epoch[42] Iter[40/93] Loss: 0.264, Acc: 0.984, Base Lr: 5.82e-04
2024-05-01 13:12:47 transreid.train INFO: Epoch[42] Iter[60/93] Loss: 0.240, Acc: 0.985, Base Lr: 5.82e-04
2024-05-01 13:12:52 transreid.train INFO: Epoch[42] Iter[80/93] Loss: 0.217, Acc: 0.987, Base Lr: 5.82e-04
2024-05-01 13:12:55 transreid.train INFO: Epoch 42 done. Time per epoch: 25.265[s] Speed: 456.0[samples/s]
2024-05-01 13:13:01 transreid.train INFO: Epoch[43] Iter[20/93] Loss: 0.302, Acc: 0.981, Base Lr: 5.73e-04
2024-05-01 13:13:06 transreid.train INFO: Epoch[43] Iter[40/93] Loss: 0.269, Acc: 0.984, Base Lr: 5.73e-04
2024-05-01 13:13:12 transreid.train INFO: Epoch[43] Iter[60/93] Loss: 0.243, Acc: 0.986, Base Lr: 5.73e-04
2024-05-01 13:13:17 transreid.train INFO: Epoch[43] Iter[80/93] Loss: 0.223, Acc: 0.988, Base Lr: 5.73e-04
2024-05-01 13:13:20 transreid.train INFO: Epoch 43 done. Time per epoch: 25.157[s] Speed: 457.9[samples/s]
2024-05-01 13:13:26 transreid.train INFO: Epoch[44] Iter[20/93] Loss: 0.311, Acc: 0.978, Base Lr: 5.63e-04
2024-05-01 13:13:31 transreid.train INFO: Epoch[44] Iter[40/93] Loss: 0.281, Acc: 0.980, Base Lr: 5.63e-04
2024-05-01 13:13:37 transreid.train INFO: Epoch[44] Iter[60/93] Loss: 0.245, Acc: 0.983, Base Lr: 5.63e-04
2024-05-01 13:13:42 transreid.train INFO: Epoch[44] Iter[80/93] Loss: 0.218, Acc: 0.986, Base Lr: 5.63e-04
2024-05-01 13:13:45 transreid.train INFO: Epoch 44 done. Time per epoch: 25.107[s] Speed: 458.8[samples/s]
2024-05-01 13:13:51 transreid.train INFO: Epoch[45] Iter[20/93] Loss: 0.277, Acc: 0.982, Base Lr: 5.54e-04
2024-05-01 13:13:57 transreid.train INFO: Epoch[45] Iter[40/93] Loss: 0.244, Acc: 0.985, Base Lr: 5.54e-04
2024-05-01 13:14:02 transreid.train INFO: Epoch[45] Iter[60/93] Loss: 0.222, Acc: 0.986, Base Lr: 5.54e-04
2024-05-01 13:14:08 transreid.train INFO: Epoch[45] Iter[80/93] Loss: 0.199, Acc: 0.988, Base Lr: 5.54e-04
2024-05-01 13:14:10 transreid.train INFO: Epoch 45 done. Time per epoch: 25.236[s] Speed: 456.5[samples/s]
2024-05-01 13:14:16 transreid.train INFO: Epoch[46] Iter[20/93] Loss: 0.246, Acc: 0.986, Base Lr: 5.44e-04
2024-05-01 13:14:22 transreid.train INFO: Epoch[46] Iter[40/93] Loss: 0.221, Acc: 0.988, Base Lr: 5.44e-04
2024-05-01 13:14:27 transreid.train INFO: Epoch[46] Iter[60/93] Loss: 0.200, Acc: 0.989, Base Lr: 5.44e-04
2024-05-01 13:14:33 transreid.train INFO: Epoch[46] Iter[80/93] Loss: 0.182, Acc: 0.990, Base Lr: 5.44e-04
2024-05-01 13:14:36 transreid.train INFO: Epoch 46 done. Time per epoch: 25.195[s] Speed: 457.2[samples/s]
2024-05-01 13:14:41 transreid.train INFO: Epoch[47] Iter[20/93] Loss: 0.265, Acc: 0.987, Base Lr: 5.34e-04
2024-05-01 13:14:47 transreid.train INFO: Epoch[47] Iter[40/93] Loss: 0.234, Acc: 0.987, Base Lr: 5.34e-04
2024-05-01 13:14:52 transreid.train INFO: Epoch[47] Iter[60/93] Loss: 0.212, Acc: 0.988, Base Lr: 5.34e-04
2024-05-01 13:14:58 transreid.train INFO: Epoch[47] Iter[80/93] Loss: 0.187, Acc: 0.990, Base Lr: 5.34e-04
2024-05-01 13:15:01 transreid.train INFO: Epoch 47 done. Time per epoch: 25.376[s] Speed: 459.0[samples/s]
2024-05-01 13:15:07 transreid.train INFO: Epoch[48] Iter[20/93] Loss: 0.224, Acc: 0.989, Base Lr: 5.24e-04
2024-05-01 13:15:12 transreid.train INFO: Epoch[48] Iter[40/93] Loss: 0.212, Acc: 0.990, Base Lr: 5.24e-04
2024-05-01 13:15:18 transreid.train INFO: Epoch[48] Iter[60/93] Loss: 0.193, Acc: 0.990, Base Lr: 5.24e-04
2024-05-01 13:15:23 transreid.train INFO: Epoch[48] Iter[80/93] Loss: 0.182, Acc: 0.991, Base Lr: 5.24e-04
2024-05-01 13:15:26 transreid.train INFO: Epoch 48 done. Time per epoch: 25.289[s] Speed: 460.6[samples/s]
2024-05-01 13:15:32 transreid.train INFO: Epoch[49] Iter[20/93] Loss: 0.255, Acc: 0.983, Base Lr: 5.14e-04
2024-05-01 13:15:38 transreid.train INFO: Epoch[49] Iter[40/93] Loss: 0.212, Acc: 0.989, Base Lr: 5.14e-04
2024-05-01 13:15:43 transreid.train INFO: Epoch[49] Iter[60/93] Loss: 0.192, Acc: 0.990, Base Lr: 5.14e-04
2024-05-01 13:15:48 transreid.train INFO: Epoch[49] Iter[80/93] Loss: 0.169, Acc: 0.991, Base Lr: 5.14e-04
2024-05-01 13:15:51 transreid.train INFO: Epoch 49 done. Time per epoch: 25.030[s] Speed: 460.2[samples/s]
2024-05-01 13:15:57 transreid.train INFO: Epoch[50] Iter[20/93] Loss: 0.208, Acc: 0.988, Base Lr: 5.04e-04
2024-05-01 13:16:03 transreid.train INFO: Epoch[50] Iter[40/93] Loss: 0.184, Acc: 0.990, Base Lr: 5.04e-04
2024-05-01 13:16:08 transreid.train INFO: Epoch[50] Iter[60/93] Loss: 0.164, Acc: 0.992, Base Lr: 5.04e-04
2024-05-01 13:16:14 transreid.train INFO: Epoch[50] Iter[80/93] Loss: 0.154, Acc: 0.993, Base Lr: 5.04e-04
2024-05-01 13:16:16 transreid.train INFO: Epoch 50 done. Time per epoch: 25.071[s] Speed: 459.5[samples/s]
2024-05-01 13:16:22 transreid.train INFO: Epoch[51] Iter[20/93] Loss: 0.216, Acc: 0.988, Base Lr: 4.94e-04
2024-05-01 13:16:28 transreid.train INFO: Epoch[51] Iter[40/93] Loss: 0.198, Acc: 0.990, Base Lr: 4.94e-04
2024-05-01 13:16:33 transreid.train INFO: Epoch[51] Iter[60/93] Loss: 0.183, Acc: 0.990, Base Lr: 4.94e-04
2024-05-01 13:16:39 transreid.train INFO: Epoch[51] Iter[80/93] Loss: 0.165, Acc: 0.992, Base Lr: 4.94e-04
2024-05-01 13:16:42 transreid.train INFO: Epoch 51 done. Time per epoch: 25.277[s] Speed: 460.8[samples/s]
2024-05-01 13:16:48 transreid.train INFO: Epoch[52] Iter[20/93] Loss: 0.206, Acc: 0.988, Base Lr: 4.84e-04
2024-05-01 13:16:53 transreid.train INFO: Epoch[52] Iter[40/93] Loss: 0.182, Acc: 0.991, Base Lr: 4.84e-04
2024-05-01 13:16:58 transreid.train INFO: Epoch[52] Iter[60/93] Loss: 0.167, Acc: 0.992, Base Lr: 4.84e-04
2024-05-01 13:17:04 transreid.train INFO: Epoch[52] Iter[80/93] Loss: 0.153, Acc: 0.993, Base Lr: 4.84e-04
2024-05-01 13:17:07 transreid.train INFO: Epoch 52 done. Time per epoch: 25.294[s] Speed: 460.5[samples/s]
2024-05-01 13:17:13 transreid.train INFO: Epoch[53] Iter[20/93] Loss: 0.215, Acc: 0.991, Base Lr: 4.74e-04
2024-05-01 13:17:18 transreid.train INFO: Epoch[53] Iter[40/93] Loss: 0.193, Acc: 0.990, Base Lr: 4.74e-04
2024-05-01 13:17:24 transreid.train INFO: Epoch[53] Iter[60/93] Loss: 0.172, Acc: 0.990, Base Lr: 4.74e-04
2024-05-01 13:17:29 transreid.train INFO: Epoch[53] Iter[80/93] Loss: 0.159, Acc: 0.991, Base Lr: 4.74e-04
2024-05-01 13:17:32 transreid.train INFO: Epoch 53 done. Time per epoch: 24.979[s] Speed: 461.2[samples/s]
2024-05-01 13:17:38 transreid.train INFO: Epoch[54] Iter[20/93] Loss: 0.186, Acc: 0.990, Base Lr: 4.63e-04
2024-05-01 13:17:43 transreid.train INFO: Epoch[54] Iter[40/93] Loss: 0.164, Acc: 0.991, Base Lr: 4.63e-04
2024-05-01 13:17:49 transreid.train INFO: Epoch[54] Iter[60/93] Loss: 0.153, Acc: 0.992, Base Lr: 4.63e-04
2024-05-01 13:17:54 transreid.train INFO: Epoch[54] Iter[80/93] Loss: 0.138, Acc: 0.992, Base Lr: 4.63e-04
2024-05-01 13:17:57 transreid.train INFO: Epoch 54 done. Time per epoch: 25.185[s] Speed: 457.4[samples/s]
2024-05-01 13:18:03 transreid.train INFO: Epoch[55] Iter[20/93] Loss: 0.176, Acc: 0.989, Base Lr: 4.53e-04
2024-05-01 13:18:08 transreid.train INFO: Epoch[55] Iter[40/93] Loss: 0.173, Acc: 0.988, Base Lr: 4.53e-04
2024-05-01 13:18:14 transreid.train INFO: Epoch[55] Iter[60/93] Loss: 0.156, Acc: 0.990, Base Lr: 4.53e-04
2024-05-01 13:18:19 transreid.train INFO: Epoch[55] Iter[80/93] Loss: 0.142, Acc: 0.991, Base Lr: 4.53e-04
2024-05-01 13:18:22 transreid.train INFO: Epoch 55 done. Time per epoch: 25.283[s] Speed: 460.7[samples/s]
2024-05-01 13:18:28 transreid.train INFO: Epoch[56] Iter[20/93] Loss: 0.190, Acc: 0.988, Base Lr: 4.43e-04
2024-05-01 13:18:34 transreid.train INFO: Epoch[56] Iter[40/93] Loss: 0.175, Acc: 0.990, Base Lr: 4.43e-04
2024-05-01 13:18:39 transreid.train INFO: Epoch[56] Iter[60/93] Loss: 0.156, Acc: 0.991, Base Lr: 4.43e-04
2024-05-01 13:18:45 transreid.train INFO: Epoch[56] Iter[80/93] Loss: 0.141, Acc: 0.993, Base Lr: 4.43e-04
2024-05-01 13:18:47 transreid.train INFO: Epoch 56 done. Time per epoch: 24.730[s] Speed: 460.7[samples/s]
2024-05-01 13:18:53 transreid.train INFO: Epoch[57] Iter[20/93] Loss: 0.195, Acc: 0.992, Base Lr: 4.32e-04
2024-05-01 13:18:59 transreid.train INFO: Epoch[57] Iter[40/93] Loss: 0.176, Acc: 0.991, Base Lr: 4.32e-04
2024-05-01 13:19:04 transreid.train INFO: Epoch[57] Iter[60/93] Loss: 0.159, Acc: 0.992, Base Lr: 4.32e-04
2024-05-01 13:19:09 transreid.train INFO: Epoch[57] Iter[80/93] Loss: 0.143, Acc: 0.993, Base Lr: 4.32e-04
2024-05-01 13:19:12 transreid.train INFO: Epoch 57 done. Time per epoch: 25.111[s] Speed: 458.8[samples/s]
2024-05-01 13:19:18 transreid.train INFO: Epoch[58] Iter[20/93] Loss: 0.175, Acc: 0.990, Base Lr: 4.22e-04
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2024-05-01 13:19:38 transreid.train INFO: Epoch 58 done. Time per epoch: 25.362[s] Speed: 459.3[samples/s]
2024-05-01 13:19:43 transreid.train INFO: Epoch[59] Iter[20/93] Loss: 0.152, Acc: 0.992, Base Lr: 4.11e-04
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2024-05-01 13:20:03 transreid.train INFO: Epoch 59 done. Time per epoch: 24.983[s] Speed: 461.1[samples/s]
2024-05-01 13:20:08 transreid.train INFO: Epoch[60] Iter[20/93] Loss: 0.158, Acc: 0.991, Base Lr: 4.01e-04
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2024-05-01 13:20:28 transreid.train INFO: Epoch 60 done. Time per epoch: 25.052[s] Speed: 459.9[samples/s]
2024-05-01 13:20:34 transreid.train INFO: Epoch[61] Iter[20/93] Loss: 0.173, Acc: 0.991, Base Lr: 3.90e-04
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2024-05-01 13:20:53 transreid.train INFO: Epoch 61 done. Time per epoch: 25.471[s] Speed: 457.3[samples/s]
2024-05-01 13:20:59 transreid.train INFO: Epoch[62] Iter[20/93] Loss: 0.155, Acc: 0.995, Base Lr: 3.80e-04
2024-05-01 13:21:04 transreid.train INFO: Epoch[62] Iter[40/93] Loss: 0.151, Acc: 0.994, Base Lr: 3.80e-04
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2024-05-01 13:21:15 transreid.train INFO: Epoch[62] Iter[80/93] Loss: 0.124, Acc: 0.994, Base Lr: 3.80e-04
2024-05-01 13:21:18 transreid.train INFO: Epoch 62 done. Time per epoch: 25.323[s] Speed: 460.0[samples/s]
2024-05-01 13:21:24 transreid.train INFO: Epoch[63] Iter[20/93] Loss: 0.146, Acc: 0.992, Base Lr: 3.69e-04
2024-05-01 13:21:30 transreid.train INFO: Epoch[63] Iter[40/93] Loss: 0.134, Acc: 0.994, Base Lr: 3.69e-04
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2024-05-01 13:21:44 transreid.train INFO: Epoch 63 done. Time per epoch: 25.291[s] Speed: 460.6[samples/s]
2024-05-01 13:21:50 transreid.train INFO: Epoch[64] Iter[20/93] Loss: 0.144, Acc: 0.991, Base Lr: 3.59e-04
2024-05-01 13:21:55 transreid.train INFO: Epoch[64] Iter[40/93] Loss: 0.134, Acc: 0.993, Base Lr: 3.59e-04
2024-05-01 13:22:01 transreid.train INFO: Epoch[64] Iter[60/93] Loss: 0.122, Acc: 0.994, Base Lr: 3.59e-04
2024-05-01 13:22:06 transreid.train INFO: Epoch[64] Iter[80/93] Loss: 0.114, Acc: 0.995, Base Lr: 3.59e-04
2024-05-01 13:22:09 transreid.train INFO: Epoch 64 done. Time per epoch: 25.151[s] Speed: 458.0[samples/s]
2024-05-01 13:22:15 transreid.train INFO: Epoch[65] Iter[20/93] Loss: 0.152, Acc: 0.994, Base Lr: 3.49e-04
2024-05-01 13:22:20 transreid.train INFO: Epoch[65] Iter[40/93] Loss: 0.138, Acc: 0.993, Base Lr: 3.49e-04
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2024-05-01 13:22:34 transreid.train INFO: Epoch 65 done. Time per epoch: 25.366[s] Speed: 459.2[samples/s]
2024-05-01 13:22:40 transreid.train INFO: Epoch[66] Iter[20/93] Loss: 0.142, Acc: 0.993, Base Lr: 3.38e-04
2024-05-01 13:22:46 transreid.train INFO: Epoch[66] Iter[40/93] Loss: 0.135, Acc: 0.994, Base Lr: 3.38e-04
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2024-05-01 13:22:57 transreid.train INFO: Epoch[66] Iter[80/93] Loss: 0.115, Acc: 0.995, Base Lr: 3.38e-04
2024-05-01 13:22:59 transreid.train INFO: Epoch 66 done. Time per epoch: 25.149[s] Speed: 458.1[samples/s]
2024-05-01 13:23:05 transreid.train INFO: Epoch[67] Iter[20/93] Loss: 0.142, Acc: 0.995, Base Lr: 3.28e-04
2024-05-01 13:23:11 transreid.train INFO: Epoch[67] Iter[40/93] Loss: 0.128, Acc: 0.995, Base Lr: 3.28e-04
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2024-05-01 13:23:25 transreid.train INFO: Epoch 67 done. Time per epoch: 25.368[s] Speed: 459.2[samples/s]
2024-05-01 13:23:31 transreid.train INFO: Epoch[68] Iter[20/93] Loss: 0.148, Acc: 0.993, Base Lr: 3.18e-04
2024-05-01 13:23:36 transreid.train INFO: Epoch[68] Iter[40/93] Loss: 0.132, Acc: 0.994, Base Lr: 3.18e-04
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2024-05-01 13:23:50 transreid.train INFO: Epoch 68 done. Time per epoch: 25.102[s] Speed: 458.9[samples/s]
2024-05-01 13:23:56 transreid.train INFO: Epoch[69] Iter[20/93] Loss: 0.152, Acc: 0.993, Base Lr: 3.08e-04
2024-05-01 13:24:01 transreid.train INFO: Epoch[69] Iter[40/93] Loss: 0.130, Acc: 0.993, Base Lr: 3.08e-04
2024-05-01 13:24:07 transreid.train INFO: Epoch[69] Iter[60/93] Loss: 0.119, Acc: 0.994, Base Lr: 3.08e-04
2024-05-01 13:24:12 transreid.train INFO: Epoch[69] Iter[80/93] Loss: 0.107, Acc: 0.995, Base Lr: 3.08e-04
2024-05-01 13:24:15 transreid.train INFO: Epoch 69 done. Time per epoch: 25.102[s] Speed: 458.9[samples/s]
2024-05-01 13:24:21 transreid.train INFO: Epoch[70] Iter[20/93] Loss: 0.157, Acc: 0.994, Base Lr: 2.97e-04
2024-05-01 13:24:26 transreid.train INFO: Epoch[70] Iter[40/93] Loss: 0.142, Acc: 0.993, Base Lr: 2.97e-04
2024-05-01 13:24:32 transreid.train INFO: Epoch[70] Iter[60/93] Loss: 0.129, Acc: 0.993, Base Lr: 2.97e-04
2024-05-01 13:24:37 transreid.train INFO: Epoch[70] Iter[80/93] Loss: 0.118, Acc: 0.994, Base Lr: 2.97e-04
2024-05-01 13:24:40 transreid.train INFO: Epoch 70 done. Time per epoch: 25.373[s] Speed: 454.0[samples/s]
2024-05-01 13:24:46 transreid.train INFO: Epoch[71] Iter[20/93] Loss: 0.150, Acc: 0.991, Base Lr: 2.87e-04
2024-05-01 13:24:52 transreid.train INFO: Epoch[71] Iter[40/93] Loss: 0.130, Acc: 0.994, Base Lr: 2.87e-04
2024-05-01 13:24:57 transreid.train INFO: Epoch[71] Iter[60/93] Loss: 0.118, Acc: 0.995, Base Lr: 2.87e-04
2024-05-01 13:25:03 transreid.train INFO: Epoch[71] Iter[80/93] Loss: 0.111, Acc: 0.995, Base Lr: 2.87e-04
2024-05-01 13:25:06 transreid.train INFO: Epoch 71 done. Time per epoch: 25.560[s] Speed: 455.7[samples/s]
2024-05-01 13:25:12 transreid.train INFO: Epoch[72] Iter[20/93] Loss: 0.144, Acc: 0.993, Base Lr: 2.77e-04
2024-05-01 13:25:17 transreid.train INFO: Epoch[72] Iter[40/93] Loss: 0.129, Acc: 0.994, Base Lr: 2.77e-04
2024-05-01 13:25:23 transreid.train INFO: Epoch[72] Iter[60/93] Loss: 0.120, Acc: 0.994, Base Lr: 2.77e-04
2024-05-01 13:25:28 transreid.train INFO: Epoch[72] Iter[80/93] Loss: 0.108, Acc: 0.994, Base Lr: 2.77e-04
2024-05-01 13:25:31 transreid.train INFO: Epoch 72 done. Time per epoch: 25.665[s] Speed: 453.8[samples/s]
2024-05-01 13:25:38 transreid.train INFO: Epoch[73] Iter[20/93] Loss: 0.153, Acc: 0.994, Base Lr: 2.68e-04
2024-05-01 13:25:43 transreid.train INFO: Epoch[73] Iter[40/93] Loss: 0.133, Acc: 0.993, Base Lr: 2.68e-04
2024-05-01 13:25:48 transreid.train INFO: Epoch[73] Iter[60/93] Loss: 0.121, Acc: 0.994, Base Lr: 2.68e-04
2024-05-01 13:25:54 transreid.train INFO: Epoch[73] Iter[80/93] Loss: 0.111, Acc: 0.995, Base Lr: 2.68e-04
2024-05-01 13:25:57 transreid.train INFO: Epoch 73 done. Time per epoch: 25.258[s] Speed: 456.1[samples/s]
2024-05-01 13:26:03 transreid.train INFO: Epoch[74] Iter[20/93] Loss: 0.134, Acc: 0.993, Base Lr: 2.58e-04
2024-05-01 13:26:08 transreid.train INFO: Epoch[74] Iter[40/93] Loss: 0.132, Acc: 0.994, Base Lr: 2.58e-04
2024-05-01 13:26:14 transreid.train INFO: Epoch[74] Iter[60/93] Loss: 0.119, Acc: 0.995, Base Lr: 2.58e-04
2024-05-01 13:26:19 transreid.train INFO: Epoch[74] Iter[80/93] Loss: 0.107, Acc: 0.996, Base Lr: 2.58e-04
2024-05-01 13:26:22 transreid.train INFO: Epoch 74 done. Time per epoch: 25.296[s] Speed: 455.4[samples/s]
2024-05-01 13:26:28 transreid.train INFO: Epoch[75] Iter[20/93] Loss: 0.131, Acc: 0.996, Base Lr: 2.48e-04
2024-05-01 13:26:34 transreid.train INFO: Epoch[75] Iter[40/93] Loss: 0.123, Acc: 0.994, Base Lr: 2.48e-04
2024-05-01 13:26:39 transreid.train INFO: Epoch[75] Iter[60/93] Loss: 0.113, Acc: 0.994, Base Lr: 2.48e-04
2024-05-01 13:26:44 transreid.train INFO: Epoch[75] Iter[80/93] Loss: 0.104, Acc: 0.995, Base Lr: 2.48e-04
2024-05-01 13:26:47 transreid.train INFO: Epoch 75 done. Time per epoch: 25.196[s] Speed: 457.2[samples/s]
2024-05-01 13:26:53 transreid.train INFO: Epoch[76] Iter[20/93] Loss: 0.131, Acc: 0.994, Base Lr: 2.38e-04
2024-05-01 13:26:59 transreid.train INFO: Epoch[76] Iter[40/93] Loss: 0.120, Acc: 0.993, Base Lr: 2.38e-04
2024-05-01 13:27:04 transreid.train INFO: Epoch[76] Iter[60/93] Loss: 0.109, Acc: 0.994, Base Lr: 2.38e-04
2024-05-01 13:27:10 transreid.train INFO: Epoch[76] Iter[80/93] Loss: 0.102, Acc: 0.994, Base Lr: 2.38e-04
2024-05-01 13:27:13 transreid.train INFO: Epoch 76 done. Time per epoch: 25.309[s] Speed: 455.2[samples/s]
2024-05-01 13:27:19 transreid.train INFO: Epoch[77] Iter[20/93] Loss: 0.133, Acc: 0.992, Base Lr: 2.29e-04
2024-05-01 13:27:24 transreid.train INFO: Epoch[77] Iter[40/93] Loss: 0.117, Acc: 0.993, Base Lr: 2.29e-04
2024-05-01 13:27:30 transreid.train INFO: Epoch[77] Iter[60/93] Loss: 0.112, Acc: 0.994, Base Lr: 2.29e-04
2024-05-01 13:27:35 transreid.train INFO: Epoch[77] Iter[80/93] Loss: 0.099, Acc: 0.995, Base Lr: 2.29e-04
2024-05-01 13:27:38 transreid.train INFO: Epoch 77 done. Time per epoch: 25.560[s] Speed: 450.7[samples/s]
2024-05-01 13:27:44 transreid.train INFO: Epoch[78] Iter[20/93] Loss: 0.142, Acc: 0.993, Base Lr: 2.20e-04
2024-05-01 13:27:50 transreid.train INFO: Epoch[78] Iter[40/93] Loss: 0.121, Acc: 0.994, Base Lr: 2.20e-04
2024-05-01 13:27:55 transreid.train INFO: Epoch[78] Iter[60/93] Loss: 0.111, Acc: 0.995, Base Lr: 2.20e-04
2024-05-01 13:28:01 transreid.train INFO: Epoch[78] Iter[80/93] Loss: 0.102, Acc: 0.995, Base Lr: 2.20e-04
2024-05-01 13:28:03 transreid.train INFO: Epoch 78 done. Time per epoch: 25.343[s] Speed: 454.6[samples/s]
2024-05-01 13:28:09 transreid.train INFO: Epoch[79] Iter[20/93] Loss: 0.140, Acc: 0.992, Base Lr: 2.10e-04
2024-05-01 13:28:15 transreid.train INFO: Epoch[79] Iter[40/93] Loss: 0.117, Acc: 0.993, Base Lr: 2.10e-04
2024-05-01 13:28:20 transreid.train INFO: Epoch[79] Iter[60/93] Loss: 0.111, Acc: 0.994, Base Lr: 2.10e-04
2024-05-01 13:28:26 transreid.train INFO: Epoch[79] Iter[80/93] Loss: 0.102, Acc: 0.994, Base Lr: 2.10e-04
2024-05-01 13:28:29 transreid.train INFO: Epoch 79 done. Time per epoch: 25.437[s] Speed: 457.9[samples/s]
2024-05-01 13:28:35 transreid.train INFO: Epoch[80] Iter[20/93] Loss: 0.141, Acc: 0.990, Base Lr: 2.01e-04
2024-05-01 13:28:40 transreid.train INFO: Epoch[80] Iter[40/93] Loss: 0.120, Acc: 0.994, Base Lr: 2.01e-04
2024-05-01 13:28:46 transreid.train INFO: Epoch[80] Iter[60/93] Loss: 0.104, Acc: 0.994, Base Lr: 2.01e-04
2024-05-01 13:28:51 transreid.train INFO: Epoch[80] Iter[80/93] Loss: 0.093, Acc: 0.995, Base Lr: 2.01e-04
2024-05-01 13:28:54 transreid.train INFO: Epoch 80 done. Time per epoch: 25.383[s] Speed: 458.9[samples/s]
2024-05-01 13:29:28 transreid.train INFO: Validation Results - Epoch: 80
2024-05-01 13:29:28 transreid.train INFO: mAP: 94.0%
2024-05-01 13:29:28 transreid.train INFO: CMC curve, Rank-1  :96.9%
2024-05-01 13:29:28 transreid.train INFO: CMC curve, Rank-5  :99.0%
2024-05-01 13:29:28 transreid.train INFO: CMC curve, Rank-10 :99.5%
2024-05-01 13:29:34 transreid.train INFO: Epoch[81] Iter[20/93] Loss: 0.159, Acc: 0.994, Base Lr: 1.92e-04
2024-05-01 13:29:40 transreid.train INFO: Epoch[81] Iter[40/93] Loss: 0.127, Acc: 0.996, Base Lr: 1.92e-04
2024-05-01 13:29:45 transreid.train INFO: Epoch[81] Iter[60/93] Loss: 0.111, Acc: 0.996, Base Lr: 1.92e-04
2024-05-01 13:29:51 transreid.train INFO: Epoch[81] Iter[80/93] Loss: 0.098, Acc: 0.997, Base Lr: 1.92e-04
2024-05-01 13:29:54 transreid.train INFO: Epoch 81 done. Time per epoch: 25.531[s] Speed: 456.2[samples/s]
2024-05-01 13:30:00 transreid.train INFO: Epoch[82] Iter[20/93] Loss: 0.113, Acc: 0.995, Base Lr: 1.83e-04
2024-05-01 13:30:05 transreid.train INFO: Epoch[82] Iter[40/93] Loss: 0.108, Acc: 0.995, Base Lr: 1.83e-04
2024-05-01 13:30:11 transreid.train INFO: Epoch[82] Iter[60/93] Loss: 0.101, Acc: 0.996, Base Lr: 1.83e-04
2024-05-01 13:30:16 transreid.train INFO: Epoch[82] Iter[80/93] Loss: 0.092, Acc: 0.996, Base Lr: 1.83e-04
2024-05-01 13:30:19 transreid.train INFO: Epoch 82 done. Time per epoch: 25.016[s] Speed: 460.5[samples/s]
2024-05-01 13:30:25 transreid.train INFO: Epoch[83] Iter[20/93] Loss: 0.125, Acc: 0.995, Base Lr: 1.75e-04
2024-05-01 13:30:30 transreid.train INFO: Epoch[83] Iter[40/93] Loss: 0.118, Acc: 0.995, Base Lr: 1.75e-04
2024-05-01 13:30:35 transreid.train INFO: Epoch[83] Iter[60/93] Loss: 0.106, Acc: 0.995, Base Lr: 1.75e-04
2024-05-01 13:30:41 transreid.train INFO: Epoch[83] Iter[80/93] Loss: 0.098, Acc: 0.995, Base Lr: 1.75e-04
2024-05-01 13:30:44 transreid.train INFO: Epoch 83 done. Time per epoch: 24.963[s] Speed: 461.5[samples/s]
2024-05-01 13:30:50 transreid.train INFO: Epoch[84] Iter[20/93] Loss: 0.121, Acc: 0.995, Base Lr: 1.66e-04
2024-05-01 13:30:55 transreid.train INFO: Epoch[84] Iter[40/93] Loss: 0.107, Acc: 0.995, Base Lr: 1.66e-04
2024-05-01 13:31:01 transreid.train INFO: Epoch[84] Iter[60/93] Loss: 0.097, Acc: 0.995, Base Lr: 1.66e-04
2024-05-01 13:31:06 transreid.train INFO: Epoch[84] Iter[80/93] Loss: 0.090, Acc: 0.996, Base Lr: 1.66e-04
2024-05-01 13:31:09 transreid.train INFO: Epoch 84 done. Time per epoch: 25.042[s] Speed: 460.0[samples/s]
2024-05-01 13:31:15 transreid.train INFO: Epoch[85] Iter[20/93] Loss: 0.119, Acc: 0.995, Base Lr: 1.58e-04
2024-05-01 13:31:20 transreid.train INFO: Epoch[85] Iter[40/93] Loss: 0.105, Acc: 0.995, Base Lr: 1.58e-04
2024-05-01 13:31:26 transreid.train INFO: Epoch[85] Iter[60/93] Loss: 0.097, Acc: 0.995, Base Lr: 1.58e-04
2024-05-01 13:31:31 transreid.train INFO: Epoch[85] Iter[80/93] Loss: 0.088, Acc: 0.995, Base Lr: 1.58e-04
2024-05-01 13:31:34 transreid.train INFO: Epoch 85 done. Time per epoch: 25.547[s] Speed: 455.9[samples/s]
2024-05-01 13:31:40 transreid.train INFO: Epoch[86] Iter[20/93] Loss: 0.114, Acc: 0.996, Base Lr: 1.50e-04
2024-05-01 13:31:46 transreid.train INFO: Epoch[86] Iter[40/93] Loss: 0.110, Acc: 0.995, Base Lr: 1.50e-04
2024-05-01 13:31:51 transreid.train INFO: Epoch[86] Iter[60/93] Loss: 0.099, Acc: 0.995, Base Lr: 1.50e-04
2024-05-01 13:31:57 transreid.train INFO: Epoch[86] Iter[80/93] Loss: 0.095, Acc: 0.995, Base Lr: 1.50e-04
2024-05-01 13:31:59 transreid.train INFO: Epoch 86 done. Time per epoch: 25.209[s] Speed: 457.0[samples/s]
2024-05-01 13:32:06 transreid.train INFO: Epoch[87] Iter[20/93] Loss: 0.116, Acc: 0.995, Base Lr: 1.42e-04
2024-05-01 13:32:11 transreid.train INFO: Epoch[87] Iter[40/93] Loss: 0.116, Acc: 0.994, Base Lr: 1.42e-04
2024-05-01 13:32:17 transreid.train INFO: Epoch[87] Iter[60/93] Loss: 0.107, Acc: 0.995, Base Lr: 1.42e-04
2024-05-01 13:32:22 transreid.train INFO: Epoch[87] Iter[80/93] Loss: 0.095, Acc: 0.995, Base Lr: 1.42e-04
2024-05-01 13:32:25 transreid.train INFO: Epoch 87 done. Time per epoch: 25.724[s] Speed: 452.8[samples/s]
2024-05-01 13:32:31 transreid.train INFO: Epoch[88] Iter[20/93] Loss: 0.118, Acc: 0.993, Base Lr: 1.34e-04
2024-05-01 13:32:37 transreid.train INFO: Epoch[88] Iter[40/93] Loss: 0.119, Acc: 0.995, Base Lr: 1.34e-04
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2024-05-01 13:33:47 transreid.train INFO: Epoch[91] Iter[20/93] Loss: 0.112, Acc: 0.993, Base Lr: 1.11e-04
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2024-05-01 13:34:12 transreid.train INFO: Epoch[92] Iter[20/93] Loss: 0.109, Acc: 0.996, Base Lr: 1.04e-04
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2024-05-01 13:34:37 transreid.train INFO: Epoch[93] Iter[20/93] Loss: 0.124, Acc: 0.992, Base Lr: 9.72e-05
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2024-05-01 13:34:56 transreid.train INFO: Epoch 93 done. Time per epoch: 24.970[s] Speed: 461.4[samples/s]
2024-05-01 13:35:02 transreid.train INFO: Epoch[94] Iter[20/93] Loss: 0.117, Acc: 0.996, Base Lr: 9.06e-05
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2024-05-01 13:35:21 transreid.train INFO: Epoch 94 done. Time per epoch: 25.002[s] Speed: 460.8[samples/s]
2024-05-01 13:35:27 transreid.train INFO: Epoch[95] Iter[20/93] Loss: 0.112, Acc: 0.994, Base Lr: 8.41e-05
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2024-05-01 13:35:46 transreid.train INFO: Epoch 95 done. Time per epoch: 25.055[s] Speed: 459.8[samples/s]
2024-05-01 13:35:52 transreid.train INFO: Epoch[96] Iter[20/93] Loss: 0.105, Acc: 0.997, Base Lr: 7.78e-05
2024-05-01 13:35:57 transreid.train INFO: Epoch[96] Iter[40/93] Loss: 0.097, Acc: 0.995, Base Lr: 7.78e-05
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2024-05-01 13:36:11 transreid.train INFO: Epoch 96 done. Time per epoch: 25.119[s] Speed: 458.6[samples/s]
2024-05-01 13:36:17 transreid.train INFO: Epoch[97] Iter[20/93] Loss: 0.108, Acc: 0.994, Base Lr: 7.18e-05
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2024-05-01 13:36:36 transreid.train INFO: Epoch 97 done. Time per epoch: 25.151[s] Speed: 458.0[samples/s]
2024-05-01 13:36:42 transreid.train INFO: Epoch[98] Iter[20/93] Loss: 0.105, Acc: 0.996, Base Lr: 6.60e-05
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2024-05-01 13:37:01 transreid.train INFO: Epoch 98 done. Time per epoch: 25.117[s] Speed: 458.7[samples/s]
2024-05-01 13:37:08 transreid.train INFO: Epoch[99] Iter[20/93] Loss: 0.114, Acc: 0.995, Base Lr: 6.04e-05
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2024-05-01 13:37:27 transreid.train INFO: Epoch 99 done. Time per epoch: 25.251[s] Speed: 456.2[samples/s]
2024-05-01 13:37:33 transreid.train INFO: Epoch[100] Iter[20/93] Loss: 0.102, Acc: 0.998, Base Lr: 5.51e-05
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2024-05-01 13:37:52 transreid.train INFO: Epoch 100 done. Time per epoch: 25.276[s] Speed: 455.8[samples/s]
2024-05-01 13:37:58 transreid.train INFO: Epoch[101] Iter[20/93] Loss: 0.123, Acc: 0.995, Base Lr: 5.00e-05
2024-05-01 13:38:03 transreid.train INFO: Epoch[101] Iter[40/93] Loss: 0.105, Acc: 0.995, Base Lr: 5.00e-05
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2024-05-01 13:38:17 transreid.train INFO: Epoch 101 done. Time per epoch: 25.090[s] Speed: 464.3[samples/s]
2024-05-01 13:38:23 transreid.train INFO: Epoch[102] Iter[20/93] Loss: 0.122, Acc: 0.995, Base Lr: 4.51e-05
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2024-05-01 13:38:42 transreid.train INFO: Epoch 102 done. Time per epoch: 24.805[s] Speed: 464.4[samples/s]
2024-05-01 13:38:48 transreid.train INFO: Epoch[103] Iter[20/93] Loss: 0.121, Acc: 0.996, Base Lr: 4.05e-05
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2024-05-01 13:39:04 transreid.train INFO: Epoch[103] Iter[80/93] Loss: 0.086, Acc: 0.997, Base Lr: 4.05e-05
2024-05-01 13:39:07 transreid.train INFO: Epoch 103 done. Time per epoch: 24.971[s] Speed: 461.3[samples/s]
2024-05-01 13:39:13 transreid.train INFO: Epoch[104] Iter[20/93] Loss: 0.112, Acc: 0.995, Base Lr: 3.61e-05
2024-05-01 13:39:18 transreid.train INFO: Epoch[104] Iter[40/93] Loss: 0.109, Acc: 0.994, Base Lr: 3.61e-05
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2024-05-01 13:39:32 transreid.train INFO: Epoch 104 done. Time per epoch: 25.018[s] Speed: 460.5[samples/s]
2024-05-01 13:39:38 transreid.train INFO: Epoch[105] Iter[20/93] Loss: 0.114, Acc: 0.996, Base Lr: 3.20e-05
2024-05-01 13:39:43 transreid.train INFO: Epoch[105] Iter[40/93] Loss: 0.117, Acc: 0.996, Base Lr: 3.20e-05
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2024-05-01 13:39:57 transreid.train INFO: Epoch 105 done. Time per epoch: 24.741[s] Speed: 465.6[samples/s]
2024-05-01 13:40:03 transreid.train INFO: Epoch[106] Iter[20/93] Loss: 0.120, Acc: 0.994, Base Lr: 2.81e-05
2024-05-01 13:40:08 transreid.train INFO: Epoch[106] Iter[40/93] Loss: 0.103, Acc: 0.994, Base Lr: 2.81e-05
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2024-05-01 13:40:22 transreid.train INFO: Epoch 106 done. Time per epoch: 24.962[s] Speed: 466.6[samples/s]
2024-05-01 13:40:27 transreid.train INFO: Epoch[107] Iter[20/93] Loss: 0.120, Acc: 0.996, Base Lr: 2.45e-05
2024-05-01 13:40:33 transreid.train INFO: Epoch[107] Iter[40/93] Loss: 0.109, Acc: 0.996, Base Lr: 2.45e-05
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2024-05-01 13:40:47 transreid.train INFO: Epoch 107 done. Time per epoch: 25.055[s] Speed: 464.9[samples/s]
2024-05-01 13:40:53 transreid.train INFO: Epoch[108] Iter[20/93] Loss: 0.115, Acc: 0.994, Base Lr: 2.11e-05
2024-05-01 13:40:58 transreid.train INFO: Epoch[108] Iter[40/93] Loss: 0.103, Acc: 0.994, Base Lr: 2.11e-05
2024-05-01 13:41:03 transreid.train INFO: Epoch[108] Iter[60/93] Loss: 0.097, Acc: 0.995, Base Lr: 2.11e-05
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2024-05-01 13:41:11 transreid.train INFO: Epoch 108 done. Time per epoch: 24.792[s] Speed: 464.7[samples/s]
2024-05-01 13:41:17 transreid.train INFO: Epoch[109] Iter[20/93] Loss: 0.127, Acc: 0.994, Base Lr: 1.80e-05
2024-05-01 13:41:23 transreid.train INFO: Epoch[109] Iter[40/93] Loss: 0.108, Acc: 0.996, Base Lr: 1.80e-05
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2024-05-01 13:41:36 transreid.train INFO: Epoch 109 done. Time per epoch: 24.979[s] Speed: 461.2[samples/s]
2024-05-01 13:41:42 transreid.train INFO: Epoch[110] Iter[20/93] Loss: 0.113, Acc: 0.994, Base Lr: 1.52e-05
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2024-05-01 13:42:01 transreid.train INFO: Epoch 110 done. Time per epoch: 24.816[s] Speed: 464.2[samples/s]
2024-05-01 13:42:07 transreid.train INFO: Epoch[111] Iter[20/93] Loss: 0.113, Acc: 0.995, Base Lr: 1.26e-05
2024-05-01 13:42:13 transreid.train INFO: Epoch[111] Iter[40/93] Loss: 0.099, Acc: 0.996, Base Lr: 1.26e-05
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2024-05-01 13:42:26 transreid.train INFO: Epoch 111 done. Time per epoch: 25.098[s] Speed: 464.1[samples/s]
2024-05-01 13:42:32 transreid.train INFO: Epoch[112] Iter[20/93] Loss: 0.112, Acc: 0.994, Base Lr: 1.03e-05
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2024-05-01 13:42:51 transreid.train INFO: Epoch 112 done. Time per epoch: 24.780[s] Speed: 464.9[samples/s]
2024-05-01 13:42:57 transreid.train INFO: Epoch[113] Iter[20/93] Loss: 0.114, Acc: 0.995, Base Lr: 8.28e-06
2024-05-01 13:43:02 transreid.train INFO: Epoch[113] Iter[40/93] Loss: 0.103, Acc: 0.996, Base Lr: 8.28e-06
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2024-05-01 13:43:16 transreid.train INFO: Epoch 113 done. Time per epoch: 24.798[s] Speed: 464.6[samples/s]
2024-05-01 13:43:22 transreid.train INFO: Epoch[114] Iter[20/93] Loss: 0.108, Acc: 0.995, Base Lr: 6.51e-06
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2024-05-01 13:43:41 transreid.train INFO: Epoch 114 done. Time per epoch: 24.763[s] Speed: 465.2[samples/s]
2024-05-01 13:43:47 transreid.train INFO: Epoch[115] Iter[20/93] Loss: 0.105, Acc: 0.995, Base Lr: 5.02e-06
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2024-05-01 13:44:06 transreid.train INFO: Epoch 115 done. Time per epoch: 25.023[s] Speed: 460.4[samples/s]
2024-05-01 13:44:12 transreid.train INFO: Epoch[116] Iter[20/93] Loss: 0.105, Acc: 0.993, Base Lr: 3.79e-06
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2024-05-01 13:44:31 transreid.train INFO: Epoch 116 done. Time per epoch: 25.097[s] Speed: 464.1[samples/s]
2024-05-01 13:44:37 transreid.train INFO: Epoch[117] Iter[20/93] Loss: 0.095, Acc: 0.995, Base Lr: 2.83e-06
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2024-05-01 13:44:56 transreid.train INFO: Epoch 117 done. Time per epoch: 24.793[s] Speed: 464.6[samples/s]
2024-05-01 13:45:01 transreid.train INFO: Epoch[118] Iter[20/93] Loss: 0.108, Acc: 0.994, Base Lr: 2.15e-06
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2024-05-01 13:45:20 transreid.train INFO: Epoch 118 done. Time per epoch: 24.786[s] Speed: 464.8[samples/s]
2024-05-01 13:45:26 transreid.train INFO: Epoch[119] Iter[20/93] Loss: 0.107, Acc: 0.996, Base Lr: 1.74e-06
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2024-05-01 13:45:42 transreid.train INFO: Epoch[119] Iter[80/93] Loss: 0.080, Acc: 0.996, Base Lr: 1.74e-06
2024-05-01 13:45:45 transreid.train INFO: Epoch 119 done. Time per epoch: 24.798[s] Speed: 464.6[samples/s]
2024-05-01 13:45:51 transreid.train INFO: Epoch[120] Iter[20/93] Loss: 0.109, Acc: 0.996, Base Lr: 1.60e-06
2024-05-01 13:45:56 transreid.train INFO: Epoch[120] Iter[40/93] Loss: 0.098, Acc: 0.997, Base Lr: 1.60e-06
2024-05-01 13:46:02 transreid.train INFO: Epoch[120] Iter[60/93] Loss: 0.088, Acc: 0.997, Base Lr: 1.60e-06
2024-05-01 13:46:07 transreid.train INFO: Epoch[120] Iter[80/93] Loss: 0.081, Acc: 0.997, Base Lr: 1.60e-06
2024-05-01 13:46:10 transreid.train INFO: Epoch 120 done. Time per epoch: 24.836[s] Speed: 463.8[samples/s]
2024-05-01 13:46:44 transreid.train INFO: Validation Results - Epoch: 120
2024-05-01 13:46:44 transreid.train INFO: mAP: 94.2%
2024-05-01 13:46:44 transreid.train INFO: CMC curve, Rank-1  :97.1%
2024-05-01 13:46:44 transreid.train INFO: CMC curve, Rank-5  :99.1%
2024-05-01 13:46:44 transreid.train INFO: CMC curve, Rank-10 :99.5%
