2024-04-30 22:55:00 transreid INFO: Saving model in the path :log/transreid/market/resnet50_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-30 22:55:00 transreid INFO: Loaded configuration file configs/market/resnet50.yml
2024-04-30 22:55:00 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: 1
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: resnet50
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/resnet50.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/resnet50_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: 
2024-04-30 22:55:00 transreid.check INFO: Dataset statistics:
2024-04-30 22:55:00 transreid.check INFO:   ----------------------------------------
2024-04-30 22:55:00 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-30 22:55:00 transreid.check INFO:   ----------------------------------------
2024-04-30 22:55:00 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-30 22:55:00 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-30 22:55:00 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-30 22:55:00 transreid.check INFO:   ----------------------------------------
2024-04-30 22:55:02 transreid INFO: ===========using cosine learning rate=======
2024-04-30 22:55:03 transreid.train INFO: start training
2024-04-30 22:55:26 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 8.488, Acc: 0.006, Base Lr: 4.76e-04
2024-04-30 22:55:32 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 8.426, Acc: 0.004, Base Lr: 4.76e-04
2024-04-30 22:55:38 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 8.374, Acc: 0.004, Base Lr: 4.76e-04
2024-04-30 22:55:44 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 8.362, Acc: 0.004, Base Lr: 4.76e-04
2024-04-30 22:55:50 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 8.351, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:55:56 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 8.325, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:56:02 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 8.299, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:56:08 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 8.284, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:56:13 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 8.269, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:56:19 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 8.250, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 22:56:25 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 8.226, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:56:31 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 8.210, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:56:37 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 8.193, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:56:43 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 8.178, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:56:49 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 8.165, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:56:55 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.151, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:57:01 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.137, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 22:57:07 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.128, Acc: 0.004, Base Lr: 4.76e-04
2024-04-30 22:57:09 transreid.train INFO: Epoch 1 done. Time per epoch: 125.764[s] Speed: 93.1[samples/s]
2024-04-30 22:57:15 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 7.859, Acc: 0.016, Base Lr: 8.72e-04
2024-04-30 22:57:21 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 7.843, Acc: 0.023, Base Lr: 8.72e-04
2024-04-30 22:57:27 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 7.817, Acc: 0.034, Base Lr: 8.72e-04
2024-04-30 22:57:33 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 7.793, Acc: 0.035, Base Lr: 8.72e-04
2024-04-30 22:57:38 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 7.776, Acc: 0.034, Base Lr: 8.72e-04
2024-04-30 22:57:44 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 7.758, Acc: 0.035, Base Lr: 8.72e-04
2024-04-30 22:57:50 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.744, Acc: 0.040, Base Lr: 8.72e-04
2024-04-30 22:57:56 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.734, Acc: 0.043, Base Lr: 8.72e-04
2024-04-30 22:58:02 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.721, Acc: 0.046, Base Lr: 8.72e-04
2024-04-30 22:58:08 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.711, Acc: 0.048, Base Lr: 8.72e-04
2024-04-30 22:58:14 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.701, Acc: 0.051, Base Lr: 8.72e-04
2024-04-30 22:58:19 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.690, Acc: 0.054, Base Lr: 8.72e-04
2024-04-30 22:58:25 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.679, Acc: 0.058, Base Lr: 8.72e-04
2024-04-30 22:58:31 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.671, Acc: 0.062, Base Lr: 8.72e-04
2024-04-30 22:58:37 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.662, Acc: 0.067, Base Lr: 8.72e-04
2024-04-30 22:58:43 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.652, Acc: 0.072, Base Lr: 8.72e-04
2024-04-30 22:58:49 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.640, Acc: 0.079, Base Lr: 8.72e-04
2024-04-30 22:58:54 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.627, Acc: 0.092, Base Lr: 8.72e-04
2024-04-30 22:58:56 transreid.train INFO: Epoch 2 done. Time per epoch: 107.747[s] Speed: 108.7[samples/s]
2024-04-30 22:59:02 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.462, Acc: 0.072, Base Lr: 1.27e-03
2024-04-30 22:59:08 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.428, Acc: 0.087, Base Lr: 1.27e-03
2024-04-30 22:59:14 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.422, Acc: 0.090, Base Lr: 1.27e-03
2024-04-30 22:59:20 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.409, Acc: 0.098, Base Lr: 1.27e-03
2024-04-30 22:59:26 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.390, Acc: 0.107, Base Lr: 1.27e-03
2024-04-30 22:59:32 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.380, Acc: 0.105, Base Lr: 1.27e-03
2024-04-30 22:59:38 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.367, Acc: 0.106, Base Lr: 1.27e-03
2024-04-30 22:59:43 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.355, Acc: 0.111, Base Lr: 1.27e-03
2024-04-30 22:59:49 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.338, Acc: 0.118, Base Lr: 1.27e-03
2024-04-30 22:59:55 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.324, Acc: 0.127, Base Lr: 1.27e-03
2024-04-30 23:00:01 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.313, Acc: 0.131, Base Lr: 1.27e-03
2024-04-30 23:00:07 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.300, Acc: 0.136, Base Lr: 1.27e-03
2024-04-30 23:00:13 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.287, Acc: 0.141, Base Lr: 1.27e-03
2024-04-30 23:00:19 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.272, Acc: 0.146, Base Lr: 1.27e-03
2024-04-30 23:00:24 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.257, Acc: 0.153, Base Lr: 1.27e-03
2024-04-30 23:00:30 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.239, Acc: 0.161, Base Lr: 1.27e-03
2024-04-30 23:00:36 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.220, Acc: 0.168, Base Lr: 1.27e-03
2024-04-30 23:00:42 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.193, Acc: 0.180, Base Lr: 1.27e-03
2024-04-30 23:00:44 transreid.train INFO: Epoch 3 done. Time per epoch: 107.233[s] Speed: 109.2[samples/s]
2024-04-30 23:00:50 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 6.991, Acc: 0.123, Base Lr: 1.66e-03
2024-04-30 23:00:56 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 6.964, Acc: 0.117, Base Lr: 1.66e-03
2024-04-30 23:01:02 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 6.937, Acc: 0.127, Base Lr: 1.66e-03
2024-04-30 23:01:07 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 6.932, Acc: 0.131, Base Lr: 1.66e-03
2024-04-30 23:01:13 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 6.929, Acc: 0.128, Base Lr: 1.66e-03
2024-04-30 23:01:19 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 6.905, Acc: 0.136, Base Lr: 1.66e-03
2024-04-30 23:01:25 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 6.883, Acc: 0.141, Base Lr: 1.66e-03
2024-04-30 23:01:31 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.865, Acc: 0.144, Base Lr: 1.66e-03
2024-04-30 23:01:37 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 6.842, Acc: 0.151, Base Lr: 1.66e-03
2024-04-30 23:01:43 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 6.820, Acc: 0.156, Base Lr: 1.66e-03
2024-04-30 23:01:49 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 6.793, Acc: 0.162, Base Lr: 1.66e-03
2024-04-30 23:01:54 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.766, Acc: 0.169, Base Lr: 1.66e-03
2024-04-30 23:02:00 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.725, Acc: 0.176, Base Lr: 1.66e-03
2024-04-30 23:02:06 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.689, Acc: 0.184, Base Lr: 1.66e-03
2024-04-30 23:02:12 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.653, Acc: 0.193, Base Lr: 1.66e-03
2024-04-30 23:02:18 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.606, Acc: 0.201, Base Lr: 1.66e-03
2024-04-30 23:02:24 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.547, Acc: 0.213, Base Lr: 1.66e-03
2024-04-30 23:02:29 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 6.487, Acc: 0.227, Base Lr: 1.66e-03
2024-04-30 23:02:31 transreid.train INFO: Epoch 4 done. Time per epoch: 107.592[s] Speed: 108.9[samples/s]
2024-04-30 23:02:37 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.294, Acc: 0.113, Base Lr: 2.06e-03
2024-04-30 23:02:43 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.282, Acc: 0.102, Base Lr: 2.06e-03
2024-04-30 23:02:49 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 6.235, Acc: 0.113, Base Lr: 2.06e-03
2024-04-30 23:02:55 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 6.205, Acc: 0.121, Base Lr: 2.06e-03
2024-04-30 23:03:01 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 6.136, Acc: 0.132, Base Lr: 2.06e-03
2024-04-30 23:03:07 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 6.082, Acc: 0.144, Base Lr: 2.06e-03
2024-04-30 23:03:13 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 6.026, Acc: 0.158, Base Lr: 2.06e-03
2024-04-30 23:03:18 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 5.955, Acc: 0.178, Base Lr: 2.06e-03
2024-04-30 23:03:24 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 5.903, Acc: 0.189, Base Lr: 2.06e-03
2024-04-30 23:03:30 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 5.836, Acc: 0.201, Base Lr: 2.06e-03
2024-04-30 23:03:36 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 5.797, Acc: 0.208, Base Lr: 2.06e-03
2024-04-30 23:03:42 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 5.752, Acc: 0.213, Base Lr: 2.06e-03
2024-04-30 23:03:48 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 5.714, Acc: 0.219, Base Lr: 2.06e-03
2024-04-30 23:03:54 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 5.656, Acc: 0.227, Base Lr: 2.06e-03
2024-04-30 23:03:59 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 5.583, Acc: 0.242, Base Lr: 2.06e-03
2024-04-30 23:04:05 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 5.511, Acc: 0.254, Base Lr: 2.06e-03
2024-04-30 23:04:11 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 5.424, Acc: 0.267, Base Lr: 2.06e-03
2024-04-30 23:04:17 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 5.314, Acc: 0.287, Base Lr: 2.06e-03
2024-04-30 23:04:19 transreid.train INFO: Epoch 5 done. Time per epoch: 107.879[s] Speed: 109.2[samples/s]
2024-04-30 23:04:26 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 5.256, Acc: 0.177, Base Lr: 2.46e-03
2024-04-30 23:04:32 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 5.171, Acc: 0.180, Base Lr: 2.46e-03
2024-04-30 23:04:38 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 5.174, Acc: 0.184, Base Lr: 2.46e-03
2024-04-30 23:04:43 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 5.076, Acc: 0.209, Base Lr: 2.46e-03
2024-04-30 23:04:49 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 4.997, Acc: 0.231, Base Lr: 2.46e-03
2024-04-30 23:04:55 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 4.896, Acc: 0.252, Base Lr: 2.46e-03
2024-04-30 23:05:01 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 4.824, Acc: 0.269, Base Lr: 2.46e-03
2024-04-30 23:05:07 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 4.757, Acc: 0.288, Base Lr: 2.46e-03
2024-04-30 23:05:13 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 4.681, Acc: 0.309, Base Lr: 2.46e-03
2024-04-30 23:05:19 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 4.641, Acc: 0.314, Base Lr: 2.46e-03
2024-04-30 23:05:24 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 4.578, Acc: 0.326, Base Lr: 2.46e-03
2024-04-30 23:05:30 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 4.503, Acc: 0.343, Base Lr: 2.46e-03
2024-04-30 23:05:36 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 4.443, Acc: 0.357, Base Lr: 2.46e-03
2024-04-30 23:05:42 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 4.367, Acc: 0.372, Base Lr: 2.46e-03
2024-04-30 23:05:48 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 4.281, Acc: 0.388, Base Lr: 2.46e-03
2024-04-30 23:05:54 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 4.197, Acc: 0.404, Base Lr: 2.46e-03
2024-04-30 23:06:00 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 4.092, Acc: 0.425, Base Lr: 2.46e-03
2024-04-30 23:06:05 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 3.989, Acc: 0.445, Base Lr: 2.46e-03
2024-04-30 23:06:07 transreid.train INFO: Epoch 6 done. Time per epoch: 108.109[s] Speed: 108.3[samples/s]
2024-04-30 23:06:14 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 4.096, Acc: 0.334, Base Lr: 2.85e-03
2024-04-30 23:06:19 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 4.020, Acc: 0.359, Base Lr: 2.85e-03
2024-04-30 23:06:25 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 3.959, Acc: 0.367, Base Lr: 2.85e-03
2024-04-30 23:06:31 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 3.892, Acc: 0.393, Base Lr: 2.85e-03
2024-04-30 23:06:37 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 3.806, Acc: 0.415, Base Lr: 2.85e-03
2024-04-30 23:06:43 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 3.697, Acc: 0.439, Base Lr: 2.85e-03
2024-04-30 23:06:49 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 3.586, Acc: 0.467, Base Lr: 2.85e-03
2024-04-30 23:06:54 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 3.513, Acc: 0.482, Base Lr: 2.85e-03
2024-04-30 23:07:00 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 3.443, Acc: 0.494, Base Lr: 2.85e-03
2024-04-30 23:07:06 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 3.378, Acc: 0.509, Base Lr: 2.85e-03
2024-04-30 23:07:12 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 3.340, Acc: 0.517, Base Lr: 2.85e-03
2024-04-30 23:07:18 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 3.287, Acc: 0.530, Base Lr: 2.85e-03
2024-04-30 23:07:24 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 3.226, Acc: 0.544, Base Lr: 2.85e-03
2024-04-30 23:07:30 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 3.152, Acc: 0.558, Base Lr: 2.85e-03
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2024-04-30 23:07:52 transreid.train INFO: Epoch 7 done. Time per epoch: 104.402[s] Speed: 112.2[samples/s]
2024-04-30 23:07:55 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 3.005, Acc: 0.520, Base Lr: 3.25e-03
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2024-04-30 23:09:36 transreid.train INFO: Epoch 8 done. Time per epoch: 104.370[s] Speed: 112.2[samples/s]
2024-04-30 23:09:43 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 2.426, Acc: 0.630, Base Lr: 3.64e-03
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2024-04-30 23:11:24 transreid.train INFO: Epoch 9 done. Time per epoch: 108.445[s] Speed: 108.6[samples/s]
2024-04-30 23:11:30 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 1.485, Acc: 0.777, Base Lr: 4.04e-03
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2024-04-30 23:13:12 transreid.train INFO: Epoch 10 done. Time per epoch: 107.326[s] Speed: 109.1[samples/s]
2024-04-30 23:13:18 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 1.314, Acc: 0.858, Base Lr: 4.44e-03
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2024-04-30 23:15:01 transreid.train INFO: Epoch 11 done. Time per epoch: 109.204[s] Speed: 107.2[samples/s]
2024-04-30 23:15:08 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 0.913, Acc: 0.889, Base Lr: 4.83e-03
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2024-04-30 23:16:51 transreid.train INFO: Epoch 12 done. Time per epoch: 109.779[s] Speed: 106.7[samples/s]
2024-04-30 23:16:57 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 0.858, Acc: 0.914, Base Lr: 5.23e-03
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2024-04-30 23:18:39 transreid.train INFO: Epoch 13 done. Time per epoch: 108.432[s] Speed: 108.0[samples/s]
2024-04-30 23:18:46 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 0.630, Acc: 0.952, Base Lr: 5.62e-03
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2024-04-30 23:20:29 transreid.train INFO: Epoch 14 done. Time per epoch: 110.085[s] Speed: 107.0[samples/s]
2024-04-30 23:20:36 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 0.571, Acc: 0.961, Base Lr: 6.02e-03
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2024-04-30 23:22:18 transreid.train INFO: Epoch 15 done. Time per epoch: 108.566[s] Speed: 107.9[samples/s]
2024-04-30 23:22:24 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 0.466, Acc: 0.958, Base Lr: 6.42e-03
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2024-04-30 23:24:01 transreid.train INFO: Epoch 16 done. Time per epoch: 102.978[s] Speed: 113.7[samples/s]
2024-04-30 23:24:08 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.350, Acc: 0.975, Base Lr: 6.81e-03
2024-04-30 23:24:14 transreid.train INFO: Epoch[17] Iter[20/186] Loss: 0.370, Acc: 0.971, Base Lr: 6.81e-03
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2024-04-30 23:25:51 transreid.train INFO: Epoch 17 done. Time per epoch: 110.057[s] Speed: 106.4[samples/s]
2024-04-30 23:25:58 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.370, Acc: 0.967, Base Lr: 7.21e-03
2024-04-30 23:26:04 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 0.391, Acc: 0.968, Base Lr: 7.21e-03
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2024-04-30 23:27:40 transreid.train INFO: Epoch 18 done. Time per epoch: 109.677[s] Speed: 106.8[samples/s]
2024-04-30 23:27:47 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.312, Acc: 0.972, Base Lr: 7.60e-03
2024-04-30 23:27:53 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 0.316, Acc: 0.972, Base Lr: 7.60e-03
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2024-04-30 23:29:16 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 0.301, Acc: 0.979, Base Lr: 7.60e-03
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2024-04-30 23:29:30 transreid.train INFO: Epoch 19 done. Time per epoch: 109.539[s] Speed: 107.5[samples/s]
2024-04-30 23:29:37 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.278, Acc: 0.986, Base Lr: 7.47e-03
2024-04-30 23:29:42 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.271, Acc: 0.983, Base Lr: 7.47e-03
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2024-04-30 23:30:00 transreid.train INFO: Epoch[20] Iter[50/186] Loss: 0.267, Acc: 0.979, Base Lr: 7.47e-03
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2024-04-30 23:30:12 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.270, Acc: 0.979, Base Lr: 7.47e-03
2024-04-30 23:30:18 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.270, Acc: 0.980, Base Lr: 7.47e-03
2024-04-30 23:30:24 transreid.train INFO: Epoch[20] Iter[90/186] Loss: 0.272, Acc: 0.980, Base Lr: 7.47e-03
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2024-04-30 23:31:19 transreid.train INFO: Epoch 20 done. Time per epoch: 108.972[s] Speed: 107.5[samples/s]
2024-04-30 23:32:31 transreid.train INFO: Validation Results - Epoch: 20
2024-04-30 23:32:31 transreid.train INFO: mAP: 75.4%
2024-04-30 23:32:31 transreid.train INFO: CMC curve, Rank-1  :89.8%
2024-04-30 23:32:31 transreid.train INFO: CMC curve, Rank-5  :96.2%
2024-04-30 23:32:31 transreid.train INFO: CMC curve, Rank-10 :97.9%
2024-04-30 23:32:38 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.352, Acc: 0.977, Base Lr: 7.41e-03
2024-04-30 23:32:44 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.305, Acc: 0.980, Base Lr: 7.41e-03
2024-04-30 23:32:50 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 0.296, Acc: 0.982, Base Lr: 7.41e-03
2024-04-30 23:32:56 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 0.293, Acc: 0.981, Base Lr: 7.41e-03
2024-04-30 23:33:02 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.274, Acc: 0.982, Base Lr: 7.41e-03
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2024-04-30 23:33:13 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.274, Acc: 0.982, Base Lr: 7.41e-03
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2024-04-30 23:34:01 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 0.248, Acc: 0.983, Base Lr: 7.41e-03
2024-04-30 23:34:07 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.247, Acc: 0.983, Base Lr: 7.41e-03
2024-04-30 23:34:13 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.245, Acc: 0.984, Base Lr: 7.41e-03
2024-04-30 23:34:19 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.244, Acc: 0.984, Base Lr: 7.41e-03
2024-04-30 23:34:21 transreid.train INFO: Epoch 21 done. Time per epoch: 110.016[s] Speed: 107.0[samples/s]
2024-04-30 23:34:28 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.359, Acc: 0.981, Base Lr: 7.36e-03
2024-04-30 23:34:34 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 0.314, Acc: 0.980, Base Lr: 7.36e-03
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2024-04-30 23:35:03 transreid.train INFO: Epoch[22] Iter[70/186] Loss: 0.256, Acc: 0.984, Base Lr: 7.36e-03
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2024-04-30 23:35:57 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.230, Acc: 0.986, Base Lr: 7.36e-03
2024-04-30 23:36:02 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.228, Acc: 0.986, Base Lr: 7.36e-03
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2024-04-30 23:36:09 transreid.train INFO: Epoch 22 done. Time per epoch: 108.243[s] Speed: 108.2[samples/s]
2024-04-30 23:36:16 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.230, Acc: 0.988, Base Lr: 7.30e-03
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2024-04-30 23:37:03 transreid.train INFO: Epoch[23] Iter[90/186] Loss: 0.208, Acc: 0.988, Base Lr: 7.30e-03
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2024-04-30 23:37:51 transreid.train INFO: Epoch 23 done. Time per epoch: 101.622[s] Speed: 115.3[samples/s]
2024-04-30 23:37:57 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.240, Acc: 0.983, Base Lr: 7.24e-03
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2024-04-30 23:39:39 transreid.train INFO: Epoch 24 done. Time per epoch: 108.241[s] Speed: 108.8[samples/s]
2024-04-30 23:39:46 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.203, Acc: 0.984, Base Lr: 7.18e-03
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2024-04-30 23:41:26 transreid.train INFO: Epoch 25 done. Time per epoch: 106.208[s] Speed: 110.3[samples/s]
2024-04-30 23:41:32 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.156, Acc: 0.992, Base Lr: 7.11e-03
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2024-04-30 23:43:04 transreid.train INFO: Epoch[26] Iter[170/186] Loss: 0.148, Acc: 0.992, Base Lr: 7.11e-03
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2024-04-30 23:43:12 transreid.train INFO: Epoch 26 done. Time per epoch: 106.037[s] Speed: 110.5[samples/s]
2024-04-30 23:43:18 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.152, Acc: 0.994, Base Lr: 7.04e-03
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2024-04-30 23:44:57 transreid.train INFO: Epoch 27 done. Time per epoch: 104.967[s] Speed: 111.6[samples/s]
2024-04-30 23:45:04 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.158, Acc: 0.994, Base Lr: 6.97e-03
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2024-04-30 23:46:43 transreid.train INFO: Epoch 28 done. Time per epoch: 106.847[s] Speed: 109.6[samples/s]
2024-04-30 23:46:50 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.174, Acc: 0.994, Base Lr: 6.90e-03
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2024-04-30 23:48:30 transreid.train INFO: Epoch 29 done. Time per epoch: 106.598[s] Speed: 109.9[samples/s]
2024-04-30 23:48:37 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.126, Acc: 0.995, Base Lr: 6.83e-03
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2024-04-30 23:50:19 transreid.train INFO: Epoch 30 done. Time per epoch: 108.515[s] Speed: 108.5[samples/s]
2024-04-30 23:50:25 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.157, Acc: 0.986, Base Lr: 6.76e-03
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2024-04-30 23:51:53 transreid.train INFO: Epoch 31 done. Time per epoch: 94.122[s] Speed: 123.8[samples/s]
2024-04-30 23:51:57 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.160, Acc: 0.995, Base Lr: 6.68e-03
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2024-04-30 23:52:50 transreid.train INFO: Epoch 32 done. Time per epoch: 57.023[s] Speed: 205.4[samples/s]
2024-04-30 23:52:53 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.198, Acc: 0.991, Base Lr: 6.60e-03
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2024-04-30 23:53:47 transreid.train INFO: Epoch 33 done. Time per epoch: 57.384[s] Speed: 205.2[samples/s]
2024-04-30 23:53:51 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.128, Acc: 0.992, Base Lr: 6.52e-03
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2024-04-30 23:54:44 transreid.train INFO: Epoch 34 done. Time per epoch: 57.291[s] Speed: 205.5[samples/s]
2024-04-30 23:54:48 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.157, Acc: 0.994, Base Lr: 6.44e-03
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2024-04-30 23:55:42 transreid.train INFO: Epoch 35 done. Time per epoch: 57.354[s] Speed: 205.3[samples/s]
2024-04-30 23:55:46 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.110, Acc: 0.991, Base Lr: 6.35e-03
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2024-04-30 23:56:40 transreid.train INFO: Epoch 36 done. Time per epoch: 57.925[s] Speed: 203.3[samples/s]
2024-04-30 23:56:43 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.130, Acc: 0.994, Base Lr: 6.27e-03
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2024-04-30 23:57:37 transreid.train INFO: Epoch 37 done. Time per epoch: 57.422[s] Speed: 205.1[samples/s]
2024-04-30 23:57:41 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.130, Acc: 0.997, Base Lr: 6.18e-03
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2024-04-30 23:58:34 transreid.train INFO: Epoch 38 done. Time per epoch: 57.414[s] Speed: 204.0[samples/s]
2024-04-30 23:58:38 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.167, Acc: 0.989, Base Lr: 6.09e-03
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2024-04-30 23:59:12 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.110, Acc: 0.994, Base Lr: 6.09e-03
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2024-04-30 23:59:18 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.104, Acc: 0.994, Base Lr: 6.09e-03
2024-04-30 23:59:21 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.105, Acc: 0.994, Base Lr: 6.09e-03
2024-04-30 23:59:24 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.105, Acc: 0.994, Base Lr: 6.09e-03
2024-04-30 23:59:27 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.102, Acc: 0.995, Base Lr: 6.09e-03
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2024-04-30 23:59:32 transreid.train INFO: Epoch 39 done. Time per epoch: 57.066[s] Speed: 205.2[samples/s]
2024-04-30 23:59:35 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.118, Acc: 0.997, Base Lr: 6.00e-03
2024-04-30 23:59:38 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.114, Acc: 0.994, Base Lr: 6.00e-03
2024-04-30 23:59:41 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.106, Acc: 0.994, Base Lr: 6.00e-03
2024-04-30 23:59:45 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.104, Acc: 0.994, Base Lr: 6.00e-03
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2024-04-30 23:59:51 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.110, Acc: 0.994, Base Lr: 6.00e-03
2024-04-30 23:59:54 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.110, Acc: 0.994, Base Lr: 6.00e-03
2024-04-30 23:59:57 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.109, Acc: 0.994, Base Lr: 6.00e-03
2024-05-01 00:00:00 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.103, Acc: 0.995, Base Lr: 6.00e-03
2024-05-01 00:00:03 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.101, Acc: 0.995, Base Lr: 6.00e-03
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2024-05-01 00:00:09 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.099, Acc: 0.995, Base Lr: 6.00e-03
2024-05-01 00:00:12 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.097, Acc: 0.995, Base Lr: 6.00e-03
2024-05-01 00:00:15 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.097, Acc: 0.995, Base Lr: 6.00e-03
2024-05-01 00:00:18 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.102, Acc: 0.995, Base Lr: 6.00e-03
2024-05-01 00:00:21 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.100, Acc: 0.995, Base Lr: 6.00e-03
2024-05-01 00:00:25 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.099, Acc: 0.995, Base Lr: 6.00e-03
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2024-05-01 00:00:29 transreid.train INFO: Epoch 40 done. Time per epoch: 57.195[s] Speed: 204.8[samples/s]
2024-05-01 00:01:07 transreid.train INFO: Validation Results - Epoch: 40
2024-05-01 00:01:07 transreid.train INFO: mAP: 80.1%
2024-05-01 00:01:07 transreid.train INFO: CMC curve, Rank-1  :91.7%
2024-05-01 00:01:07 transreid.train INFO: CMC curve, Rank-5  :96.7%
2024-05-01 00:01:07 transreid.train INFO: CMC curve, Rank-10 :97.9%
2024-05-01 00:01:11 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.072, Acc: 0.997, Base Lr: 5.91e-03
2024-05-01 00:01:14 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.090, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:01:17 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.100, Acc: 0.996, Base Lr: 5.91e-03
2024-05-01 00:01:20 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.103, Acc: 0.996, Base Lr: 5.91e-03
2024-05-01 00:01:23 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.099, Acc: 0.996, Base Lr: 5.91e-03
2024-05-01 00:01:26 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.096, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:01:29 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.100, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:01:32 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.097, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:01:35 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.093, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:01:38 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.091, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:01:41 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.092, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:01:44 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.089, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:01:47 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.089, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:01:50 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.086, Acc: 0.996, Base Lr: 5.91e-03
2024-05-01 00:01:54 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.086, Acc: 0.996, Base Lr: 5.91e-03
2024-05-01 00:01:57 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.086, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:02:00 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.084, Acc: 0.996, Base Lr: 5.91e-03
2024-05-01 00:02:03 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.083, Acc: 0.996, Base Lr: 5.91e-03
2024-05-01 00:02:04 transreid.train INFO: Epoch 41 done. Time per epoch: 56.753[s] Speed: 207.5[samples/s]
2024-05-01 00:02:08 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.072, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:02:11 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.097, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:02:14 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.089, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:02:17 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.097, Acc: 0.994, Base Lr: 5.82e-03
2024-05-01 00:02:20 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.097, Acc: 0.994, Base Lr: 5.82e-03
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2024-05-01 00:02:26 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.097, Acc: 0.994, Base Lr: 5.82e-03
2024-05-01 00:02:29 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.096, Acc: 0.994, Base Lr: 5.82e-03
2024-05-01 00:02:32 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.097, Acc: 0.994, Base Lr: 5.82e-03
2024-05-01 00:02:35 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.095, Acc: 0.994, Base Lr: 5.82e-03
2024-05-01 00:02:38 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.098, Acc: 0.994, Base Lr: 5.82e-03
2024-05-01 00:02:41 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.096, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:02:45 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.093, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:02:48 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.092, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:02:51 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.091, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:02:54 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.089, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:02:57 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.088, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:03:00 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.087, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:03:01 transreid.train INFO: Epoch 42 done. Time per epoch: 56.992[s] Speed: 206.6[samples/s]
2024-05-01 00:03:05 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.080, Acc: 0.997, Base Lr: 5.73e-03
2024-05-01 00:03:08 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.075, Acc: 0.998, Base Lr: 5.73e-03
2024-05-01 00:03:11 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.072, Acc: 0.998, Base Lr: 5.73e-03
2024-05-01 00:03:14 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.070, Acc: 0.998, Base Lr: 5.73e-03
2024-05-01 00:03:17 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.068, Acc: 0.998, Base Lr: 5.73e-03
2024-05-01 00:03:20 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.075, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 00:03:23 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.076, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 00:03:27 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.075, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 00:03:30 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.072, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 00:03:33 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.078, Acc: 0.996, Base Lr: 5.73e-03
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2024-05-01 00:03:39 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.077, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 00:03:42 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.076, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 00:03:45 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.075, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 00:03:48 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.075, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 00:03:51 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.074, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 00:03:54 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.075, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 00:03:57 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.074, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 00:03:59 transreid.train INFO: Epoch 43 done. Time per epoch: 57.545[s] Speed: 204.6[samples/s]
2024-05-01 00:04:03 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.095, Acc: 0.997, Base Lr: 5.63e-03
2024-05-01 00:04:06 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.092, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:04:09 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.087, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:04:12 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.080, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:04:15 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.081, Acc: 0.996, Base Lr: 5.63e-03
2024-05-01 00:04:18 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.091, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:04:21 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.091, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:04:24 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.089, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:04:27 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.089, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:04:30 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.088, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:04:34 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.088, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:04:37 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.089, Acc: 0.995, Base Lr: 5.63e-03
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2024-05-01 00:04:43 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.091, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:04:46 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.090, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:04:49 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.090, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:04:52 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.089, Acc: 0.995, Base Lr: 5.63e-03
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2024-05-01 00:04:56 transreid.train INFO: Epoch 44 done. Time per epoch: 57.774[s] Speed: 203.8[samples/s]
2024-05-01 00:05:00 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.116, Acc: 0.995, Base Lr: 5.54e-03
2024-05-01 00:05:03 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.100, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 00:05:06 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.095, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 00:05:10 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.092, Acc: 0.997, Base Lr: 5.54e-03
2024-05-01 00:05:13 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.092, Acc: 0.998, Base Lr: 5.54e-03
2024-05-01 00:05:16 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.089, Acc: 0.997, Base Lr: 5.54e-03
2024-05-01 00:05:19 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.088, Acc: 0.997, Base Lr: 5.54e-03
2024-05-01 00:05:22 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.084, Acc: 0.997, Base Lr: 5.54e-03
2024-05-01 00:05:25 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.082, Acc: 0.997, Base Lr: 5.54e-03
2024-05-01 00:05:28 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.080, Acc: 0.997, Base Lr: 5.54e-03
2024-05-01 00:05:31 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.079, Acc: 0.997, Base Lr: 5.54e-03
2024-05-01 00:05:34 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.077, Acc: 0.997, Base Lr: 5.54e-03
2024-05-01 00:05:37 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.077, Acc: 0.997, Base Lr: 5.54e-03
2024-05-01 00:05:40 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.076, Acc: 0.997, Base Lr: 5.54e-03
2024-05-01 00:05:43 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.077, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 00:05:46 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.078, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 00:05:49 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.076, Acc: 0.997, Base Lr: 5.54e-03
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2024-05-01 00:05:53 transreid.train INFO: Epoch 45 done. Time per epoch: 56.930[s] Speed: 205.7[samples/s]
2024-05-01 00:05:57 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.051, Acc: 0.995, Base Lr: 5.44e-03
2024-05-01 00:06:00 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.059, Acc: 0.998, Base Lr: 5.44e-03
2024-05-01 00:06:03 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.068, Acc: 0.996, Base Lr: 5.44e-03
2024-05-01 00:06:06 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.069, Acc: 0.995, Base Lr: 5.44e-03
2024-05-01 00:06:10 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.073, Acc: 0.994, Base Lr: 5.44e-03
2024-05-01 00:06:13 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.076, Acc: 0.995, Base Lr: 5.44e-03
2024-05-01 00:06:16 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.080, Acc: 0.995, Base Lr: 5.44e-03
2024-05-01 00:06:19 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.078, Acc: 0.996, Base Lr: 5.44e-03
2024-05-01 00:06:22 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.078, Acc: 0.996, Base Lr: 5.44e-03
2024-05-01 00:06:25 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.076, Acc: 0.996, Base Lr: 5.44e-03
2024-05-01 00:06:28 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.075, Acc: 0.996, Base Lr: 5.44e-03
2024-05-01 00:06:31 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.074, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:06:34 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.075, Acc: 0.996, Base Lr: 5.44e-03
2024-05-01 00:06:37 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.075, Acc: 0.996, Base Lr: 5.44e-03
2024-05-01 00:06:40 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.075, Acc: 0.996, Base Lr: 5.44e-03
2024-05-01 00:06:43 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.075, Acc: 0.996, Base Lr: 5.44e-03
2024-05-01 00:06:46 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.076, Acc: 0.996, Base Lr: 5.44e-03
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2024-05-01 00:06:50 transreid.train INFO: Epoch 46 done. Time per epoch: 57.028[s] Speed: 205.4[samples/s]
2024-05-01 00:06:54 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.059, Acc: 0.994, Base Lr: 5.34e-03
2024-05-01 00:06:57 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.083, Acc: 0.994, Base Lr: 5.34e-03
2024-05-01 00:07:00 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.081, Acc: 0.995, Base Lr: 5.34e-03
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2024-05-01 00:07:13 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.073, Acc: 0.996, Base Lr: 5.34e-03
2024-05-01 00:07:16 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.074, Acc: 0.996, Base Lr: 5.34e-03
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2024-05-01 00:07:47 transreid.train INFO: Epoch 47 done. Time per epoch: 56.892[s] Speed: 207.0[samples/s]
2024-05-01 00:07:51 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.067, Acc: 0.997, Base Lr: 5.24e-03
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2024-05-01 00:08:45 transreid.train INFO: Epoch 48 done. Time per epoch: 57.289[s] Speed: 205.6[samples/s]
2024-05-01 00:08:48 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.083, Acc: 0.991, Base Lr: 5.14e-03
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2024-05-01 00:09:42 transreid.train INFO: Epoch 49 done. Time per epoch: 57.137[s] Speed: 205.0[samples/s]
2024-05-01 00:09:45 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.113, Acc: 0.994, Base Lr: 5.04e-03
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2024-05-01 00:10:38 transreid.train INFO: Epoch 50 done. Time per epoch: 56.416[s] Speed: 208.7[samples/s]
2024-05-01 00:10:42 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.079, Acc: 0.994, Base Lr: 4.94e-03
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2024-05-01 00:11:34 transreid.train INFO: Epoch 51 done. Time per epoch: 55.937[s] Speed: 210.5[samples/s]
2024-05-01 00:11:38 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.096, Acc: 0.994, Base Lr: 4.84e-03
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2024-05-01 00:12:30 transreid.train INFO: Epoch 52 done. Time per epoch: 55.508[s] Speed: 212.2[samples/s]
2024-05-01 00:12:33 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.095, Acc: 0.997, Base Lr: 4.74e-03
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2024-05-01 00:13:25 transreid.train INFO: Epoch 53 done. Time per epoch: 55.484[s] Speed: 212.2[samples/s]
2024-05-01 00:13:29 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.095, Acc: 0.994, Base Lr: 4.63e-03
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2024-05-01 00:14:21 transreid.train INFO: Epoch 54 done. Time per epoch: 55.846[s] Speed: 210.9[samples/s]
2024-05-01 00:14:25 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.060, Acc: 0.995, Base Lr: 4.53e-03
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2024-05-01 00:15:16 transreid.train INFO: Epoch 55 done. Time per epoch: 55.093[s] Speed: 212.6[samples/s]
2024-05-01 00:15:20 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.040, Acc: 0.998, Base Lr: 4.43e-03
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2024-05-01 00:16:12 transreid.train INFO: Epoch 56 done. Time per epoch: 55.596[s] Speed: 210.7[samples/s]
2024-05-01 00:16:15 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.055, Acc: 0.997, Base Lr: 4.32e-03
2024-05-01 00:16:18 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.072, Acc: 0.996, Base Lr: 4.32e-03
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2024-05-01 00:16:30 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.061, Acc: 0.996, Base Lr: 4.32e-03
2024-05-01 00:16:33 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.32e-03
2024-05-01 00:16:36 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.056, Acc: 0.996, Base Lr: 4.32e-03
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2024-05-01 00:17:00 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.056, Acc: 0.996, Base Lr: 4.32e-03
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2024-05-01 00:17:08 transreid.train INFO: Epoch 57 done. Time per epoch: 56.110[s] Speed: 209.9[samples/s]
2024-05-01 00:17:11 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.057, Acc: 0.991, Base Lr: 4.22e-03
2024-05-01 00:17:15 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.062, Acc: 0.995, Base Lr: 4.22e-03
2024-05-01 00:17:18 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.064, Acc: 0.995, Base Lr: 4.22e-03
2024-05-01 00:17:21 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.063, Acc: 0.995, Base Lr: 4.22e-03
2024-05-01 00:17:24 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.062, Acc: 0.995, Base Lr: 4.22e-03
2024-05-01 00:17:27 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.22e-03
2024-05-01 00:17:30 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.056, Acc: 0.996, Base Lr: 4.22e-03
2024-05-01 00:17:33 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.056, Acc: 0.996, Base Lr: 4.22e-03
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2024-05-01 00:17:39 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.053, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 00:17:42 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.052, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 00:17:45 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.051, Acc: 0.997, Base Lr: 4.22e-03
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2024-05-01 00:17:51 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.048, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 00:17:54 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.049, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 00:17:57 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.049, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 00:18:00 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.050, Acc: 0.998, Base Lr: 4.22e-03
2024-05-01 00:18:03 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.050, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 00:18:04 transreid.train INFO: Epoch 58 done. Time per epoch: 56.190[s] Speed: 208.4[samples/s]
2024-05-01 00:18:08 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.066, Acc: 0.992, Base Lr: 4.11e-03
2024-05-01 00:18:11 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.053, Acc: 0.995, Base Lr: 4.11e-03
2024-05-01 00:18:14 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.058, Acc: 0.995, Base Lr: 4.11e-03
2024-05-01 00:18:17 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.11e-03
2024-05-01 00:18:20 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.054, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 00:18:23 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.11e-03
2024-05-01 00:18:26 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.058, Acc: 0.996, Base Lr: 4.11e-03
2024-05-01 00:18:29 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.064, Acc: 0.995, Base Lr: 4.11e-03
2024-05-01 00:18:32 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.059, Acc: 0.995, Base Lr: 4.11e-03
2024-05-01 00:18:35 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.058, Acc: 0.996, Base Lr: 4.11e-03
2024-05-01 00:18:38 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.060, Acc: 0.996, Base Lr: 4.11e-03
2024-05-01 00:18:41 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.11e-03
2024-05-01 00:18:44 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.11e-03
2024-05-01 00:18:47 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.057, Acc: 0.996, Base Lr: 4.11e-03
2024-05-01 00:18:50 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.056, Acc: 0.996, Base Lr: 4.11e-03
2024-05-01 00:18:53 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.055, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 00:18:56 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.053, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 00:18:59 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.052, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 00:19:01 transreid.train INFO: Epoch 59 done. Time per epoch: 56.712[s] Speed: 207.6[samples/s]
2024-05-01 00:19:05 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.061, Acc: 0.995, Base Lr: 4.01e-03
2024-05-01 00:19:08 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.057, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 00:19:11 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.062, Acc: 0.997, Base Lr: 4.01e-03
2024-05-01 00:19:14 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.069, Acc: 0.996, Base Lr: 4.01e-03
2024-05-01 00:19:17 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.068, Acc: 0.997, Base Lr: 4.01e-03
2024-05-01 00:19:20 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.065, Acc: 0.997, Base Lr: 4.01e-03
2024-05-01 00:19:23 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.065, Acc: 0.997, Base Lr: 4.01e-03
2024-05-01 00:19:26 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.062, Acc: 0.997, Base Lr: 4.01e-03
2024-05-01 00:19:29 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.065, Acc: 0.997, Base Lr: 4.01e-03
2024-05-01 00:19:32 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.065, Acc: 0.997, Base Lr: 4.01e-03
2024-05-01 00:19:35 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.063, Acc: 0.997, Base Lr: 4.01e-03
2024-05-01 00:19:38 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.062, Acc: 0.997, Base Lr: 4.01e-03
2024-05-01 00:19:41 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.059, Acc: 0.997, Base Lr: 4.01e-03
2024-05-01 00:19:44 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.058, Acc: 0.997, Base Lr: 4.01e-03
2024-05-01 00:19:47 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.058, Acc: 0.997, Base Lr: 4.01e-03
2024-05-01 00:19:50 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.056, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 00:19:53 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.055, Acc: 0.998, Base Lr: 4.01e-03
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2024-05-01 00:19:57 transreid.train INFO: Epoch 60 done. Time per epoch: 56.715[s] Speed: 206.5[samples/s]
2024-05-01 00:20:35 transreid.train INFO: Validation Results - Epoch: 60
2024-05-01 00:20:35 transreid.train INFO: mAP: 81.6%
2024-05-01 00:20:35 transreid.train INFO: CMC curve, Rank-1  :92.4%
2024-05-01 00:20:35 transreid.train INFO: CMC curve, Rank-5  :97.0%
2024-05-01 00:20:35 transreid.train INFO: CMC curve, Rank-10 :98.4%
2024-05-01 00:20:39 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.052, Acc: 0.998, Base Lr: 3.90e-03
2024-05-01 00:20:42 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.052, Acc: 0.999, Base Lr: 3.90e-03
2024-05-01 00:20:45 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.054, Acc: 0.998, Base Lr: 3.90e-03
2024-05-01 00:20:48 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.058, Acc: 0.998, Base Lr: 3.90e-03
2024-05-01 00:20:51 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.057, Acc: 0.998, Base Lr: 3.90e-03
2024-05-01 00:20:54 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.057, Acc: 0.997, Base Lr: 3.90e-03
2024-05-01 00:20:57 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.058, Acc: 0.997, Base Lr: 3.90e-03
2024-05-01 00:21:00 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.057, Acc: 0.997, Base Lr: 3.90e-03
2024-05-01 00:21:03 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.056, Acc: 0.998, Base Lr: 3.90e-03
2024-05-01 00:21:06 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.056, Acc: 0.998, Base Lr: 3.90e-03
2024-05-01 00:21:09 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.056, Acc: 0.998, Base Lr: 3.90e-03
2024-05-01 00:21:12 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.054, Acc: 0.998, Base Lr: 3.90e-03
2024-05-01 00:21:15 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.053, Acc: 0.998, Base Lr: 3.90e-03
2024-05-01 00:21:19 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.054, Acc: 0.998, Base Lr: 3.90e-03
2024-05-01 00:21:22 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.053, Acc: 0.998, Base Lr: 3.90e-03
2024-05-01 00:21:25 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.052, Acc: 0.998, Base Lr: 3.90e-03
2024-05-01 00:21:28 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.052, Acc: 0.998, Base Lr: 3.90e-03
2024-05-01 00:21:31 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.051, Acc: 0.998, Base Lr: 3.90e-03
2024-05-01 00:21:32 transreid.train INFO: Epoch 61 done. Time per epoch: 56.744[s] Speed: 207.5[samples/s]
2024-05-01 00:21:36 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.095, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 00:21:39 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.084, Acc: 0.998, Base Lr: 3.80e-03
2024-05-01 00:21:42 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.068, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 00:21:45 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.074, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 00:21:48 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.071, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 00:21:51 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.068, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 00:21:54 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.064, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 00:21:57 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.066, Acc: 0.996, Base Lr: 3.80e-03
2024-05-01 00:22:00 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.065, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 00:22:03 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.063, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 00:22:06 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.063, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 00:22:09 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.061, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 00:22:12 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.059, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 00:22:15 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.058, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 00:22:18 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.058, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 00:22:21 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.058, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 00:22:24 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.057, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 00:22:27 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.056, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 00:22:28 transreid.train INFO: Epoch 62 done. Time per epoch: 56.480[s] Speed: 207.4[samples/s]
2024-05-01 00:22:32 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.060, Acc: 0.998, Base Lr: 3.69e-03
2024-05-01 00:22:35 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.044, Acc: 0.999, Base Lr: 3.69e-03
2024-05-01 00:22:38 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.044, Acc: 0.999, Base Lr: 3.69e-03
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2024-05-01 00:22:47 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.045, Acc: 0.999, Base Lr: 3.69e-03
2024-05-01 00:22:50 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.047, Acc: 0.998, Base Lr: 3.69e-03
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2024-05-01 00:23:25 transreid.train INFO: Epoch 63 done. Time per epoch: 56.916[s] Speed: 205.8[samples/s]
2024-05-01 00:23:29 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.077, Acc: 0.998, Base Lr: 3.59e-03
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2024-05-01 00:24:23 transreid.train INFO: Epoch 64 done. Time per epoch: 57.172[s] Speed: 204.9[samples/s]
2024-05-01 00:24:26 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.055, Acc: 0.997, Base Lr: 3.49e-03
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2024-05-01 00:25:20 transreid.train INFO: Epoch 65 done. Time per epoch: 57.707[s] Speed: 204.1[samples/s]
2024-05-01 00:25:24 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.070, Acc: 0.997, Base Lr: 3.38e-03
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2024-05-01 00:26:17 transreid.train INFO: Epoch 66 done. Time per epoch: 57.151[s] Speed: 204.9[samples/s]
2024-05-01 00:26:21 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.043, Acc: 0.998, Base Lr: 3.28e-03
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2024-05-01 00:27:15 transreid.train INFO: Epoch 67 done. Time per epoch: 57.474[s] Speed: 204.9[samples/s]
2024-05-01 00:27:19 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.055, Acc: 0.995, Base Lr: 3.18e-03
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2024-05-01 00:28:12 transreid.train INFO: Epoch 68 done. Time per epoch: 57.492[s] Speed: 203.7[samples/s]
2024-05-01 00:28:16 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.050, Acc: 0.998, Base Lr: 3.08e-03
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2024-05-01 00:29:10 transreid.train INFO: Epoch 69 done. Time per epoch: 57.407[s] Speed: 205.1[samples/s]
2024-05-01 00:29:14 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.049, Acc: 1.000, Base Lr: 2.97e-03
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2024-05-01 00:30:07 transreid.train INFO: Epoch 70 done. Time per epoch: 57.334[s] Speed: 204.3[samples/s]
2024-05-01 00:30:11 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.041, Acc: 0.997, Base Lr: 2.87e-03
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2024-05-01 00:31:04 transreid.train INFO: Epoch 71 done. Time per epoch: 57.365[s] Speed: 205.3[samples/s]
2024-05-01 00:31:08 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.045, Acc: 1.000, Base Lr: 2.77e-03
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2024-05-01 00:32:01 transreid.train INFO: Epoch 72 done. Time per epoch: 56.981[s] Speed: 205.5[samples/s]
2024-05-01 00:32:05 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.040, Acc: 0.998, Base Lr: 2.68e-03
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2024-05-01 00:32:58 transreid.train INFO: Epoch 73 done. Time per epoch: 56.848[s] Speed: 206.0[samples/s]
2024-05-01 00:33:02 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.037, Acc: 0.998, Base Lr: 2.58e-03
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2024-05-01 00:33:55 transreid.train INFO: Epoch 74 done. Time per epoch: 56.916[s] Speed: 205.8[samples/s]
2024-05-01 00:33:59 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.061, Acc: 0.998, Base Lr: 2.48e-03
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2024-05-01 00:34:53 transreid.train INFO: Epoch 75 done. Time per epoch: 57.495[s] Speed: 203.7[samples/s]
2024-05-01 00:34:57 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.048, Acc: 1.000, Base Lr: 2.38e-03
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2024-05-01 00:35:50 transreid.train INFO: Epoch 76 done. Time per epoch: 57.086[s] Speed: 205.2[samples/s]
2024-05-01 00:35:54 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.039, Acc: 1.000, Base Lr: 2.29e-03
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2024-05-01 00:36:47 transreid.train INFO: Epoch 77 done. Time per epoch: 57.000[s] Speed: 205.5[samples/s]
2024-05-01 00:36:51 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.040, Acc: 1.000, Base Lr: 2.20e-03
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2024-05-01 00:37:44 transreid.train INFO: Epoch 78 done. Time per epoch: 57.204[s] Speed: 204.7[samples/s]
2024-05-01 00:37:48 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.044, Acc: 0.998, Base Lr: 2.10e-03
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2024-05-01 00:38:19 transreid.train INFO: Epoch[79] Iter[110/186] Loss: 0.040, Acc: 0.999, Base Lr: 2.10e-03
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2024-05-01 00:38:25 transreid.train INFO: Epoch[79] Iter[130/186] Loss: 0.038, Acc: 0.999, Base Lr: 2.10e-03
2024-05-01 00:38:28 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.037, Acc: 0.999, Base Lr: 2.10e-03
2024-05-01 00:38:31 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.036, Acc: 0.999, Base Lr: 2.10e-03
2024-05-01 00:38:34 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.035, Acc: 0.999, Base Lr: 2.10e-03
2024-05-01 00:38:37 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.034, Acc: 0.999, Base Lr: 2.10e-03
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2024-05-01 00:38:42 transreid.train INFO: Epoch 79 done. Time per epoch: 57.581[s] Speed: 204.5[samples/s]
2024-05-01 00:38:46 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.044, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 00:38:49 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.043, Acc: 0.997, Base Lr: 2.01e-03
2024-05-01 00:38:52 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.044, Acc: 0.997, Base Lr: 2.01e-03
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2024-05-01 00:38:58 transreid.train INFO: Epoch[80] Iter[50/186] Loss: 0.043, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 00:39:01 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.045, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 00:39:04 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.044, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 00:39:07 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.041, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 00:39:10 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.040, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 00:39:13 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.039, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 00:39:16 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.040, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 00:39:19 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.038, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 00:39:23 transreid.train INFO: Epoch[80] Iter[130/186] Loss: 0.038, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 00:39:26 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.037, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 00:39:29 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.037, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 00:39:32 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.037, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 00:39:35 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.036, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-01 00:39:39 transreid.train INFO: Epoch 80 done. Time per epoch: 57.492[s] Speed: 203.7[samples/s]
2024-05-01 00:40:18 transreid.train INFO: Validation Results - Epoch: 80
2024-05-01 00:40:18 transreid.train INFO: mAP: 82.5%
2024-05-01 00:40:18 transreid.train INFO: CMC curve, Rank-1  :92.8%
2024-05-01 00:40:18 transreid.train INFO: CMC curve, Rank-5  :97.3%
2024-05-01 00:40:18 transreid.train INFO: CMC curve, Rank-10 :98.6%
2024-05-01 00:40:22 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.92e-03
2024-05-01 00:40:25 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.033, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 00:40:28 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.034, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 00:40:31 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.040, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 00:40:34 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.038, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 00:40:37 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.92e-03
2024-05-01 00:40:40 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.92e-03
2024-05-01 00:40:43 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.041, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 00:40:46 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.040, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 00:40:49 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.039, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 00:40:52 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.92e-03
2024-05-01 00:40:55 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.92e-03
2024-05-01 00:40:58 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.037, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 00:41:02 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.037, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 00:41:05 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.92e-03
2024-05-01 00:41:08 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.92e-03
2024-05-01 00:41:11 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.92e-03
2024-05-01 00:41:14 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.92e-03
2024-05-01 00:41:16 transreid.train INFO: Epoch 81 done. Time per epoch: 57.882[s] Speed: 204.6[samples/s]
2024-05-01 00:41:20 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 00:41:23 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 00:41:26 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.046, Acc: 0.999, Base Lr: 1.83e-03
2024-05-01 00:41:29 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.042, Acc: 0.999, Base Lr: 1.83e-03
2024-05-01 00:41:32 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.041, Acc: 0.999, Base Lr: 1.83e-03
2024-05-01 00:41:35 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.038, Acc: 0.999, Base Lr: 1.83e-03
2024-05-01 00:41:38 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.038, Acc: 0.999, Base Lr: 1.83e-03
2024-05-01 00:41:41 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.037, Acc: 0.999, Base Lr: 1.83e-03
2024-05-01 00:41:45 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.036, Acc: 0.999, Base Lr: 1.83e-03
2024-05-01 00:41:48 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.036, Acc: 0.999, Base Lr: 1.83e-03
2024-05-01 00:41:51 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.035, Acc: 0.999, Base Lr: 1.83e-03
2024-05-01 00:41:54 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 00:41:57 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 00:42:00 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 00:42:03 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 00:42:06 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 00:42:09 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 00:42:13 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 00:42:14 transreid.train INFO: Epoch 82 done. Time per epoch: 58.007[s] Speed: 201.9[samples/s]
2024-05-01 00:42:17 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.75e-03
2024-05-01 00:42:20 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.75e-03
2024-05-01 00:42:24 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.75e-03
2024-05-01 00:42:27 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.75e-03
2024-05-01 00:42:30 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.75e-03
2024-05-01 00:42:33 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.75e-03
2024-05-01 00:42:36 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.75e-03
2024-05-01 00:42:39 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.042, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 00:42:42 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.75e-03
2024-05-01 00:42:46 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.044, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 00:42:49 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.043, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 00:42:52 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.75e-03
2024-05-01 00:42:55 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.75e-03
2024-05-01 00:42:58 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.044, Acc: 0.998, Base Lr: 1.75e-03
2024-05-01 00:43:01 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.75e-03
2024-05-01 00:43:04 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.75e-03
2024-05-01 00:43:07 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.75e-03
2024-05-01 00:43:10 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.040, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 00:43:12 transreid.train INFO: Epoch 83 done. Time per epoch: 58.278[s] Speed: 202.1[samples/s]
2024-05-01 00:43:16 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.083, Acc: 0.994, Base Lr: 1.66e-03
2024-05-01 00:43:19 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.062, Acc: 0.996, Base Lr: 1.66e-03
2024-05-01 00:43:22 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.66e-03
2024-05-01 00:43:25 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.050, Acc: 0.997, Base Lr: 1.66e-03
2024-05-01 00:43:28 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.048, Acc: 0.998, Base Lr: 1.66e-03
2024-05-01 00:43:31 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.044, Acc: 0.998, Base Lr: 1.66e-03
2024-05-01 00:43:34 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.044, Acc: 0.998, Base Lr: 1.66e-03
2024-05-01 00:43:37 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.66e-03
2024-05-01 00:43:40 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.040, Acc: 0.998, Base Lr: 1.66e-03
2024-05-01 00:43:44 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.038, Acc: 0.999, Base Lr: 1.66e-03
2024-05-01 00:43:47 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.039, Acc: 0.999, Base Lr: 1.66e-03
2024-05-01 00:43:50 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.039, Acc: 0.999, Base Lr: 1.66e-03
2024-05-01 00:43:53 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.038, Acc: 0.999, Base Lr: 1.66e-03
2024-05-01 00:43:56 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.039, Acc: 0.999, Base Lr: 1.66e-03
2024-05-01 00:43:59 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.038, Acc: 0.999, Base Lr: 1.66e-03
2024-05-01 00:44:02 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.66e-03
2024-05-01 00:44:05 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.037, Acc: 0.999, Base Lr: 1.66e-03
2024-05-01 00:44:09 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.036, Acc: 0.999, Base Lr: 1.66e-03
2024-05-01 00:44:10 transreid.train INFO: Epoch 84 done. Time per epoch: 57.839[s] Speed: 202.5[samples/s]
2024-05-01 00:44:14 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.040, Acc: 0.998, Base Lr: 1.58e-03
2024-05-01 00:44:17 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.58e-03
2024-05-01 00:44:20 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.58e-03
2024-05-01 00:44:23 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.58e-03
2024-05-01 00:44:26 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.58e-03
2024-05-01 00:44:29 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.58e-03
2024-05-01 00:44:32 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.58e-03
2024-05-01 00:44:35 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.58e-03
2024-05-01 00:44:38 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.040, Acc: 0.998, Base Lr: 1.58e-03
2024-05-01 00:44:41 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.58e-03
2024-05-01 00:44:45 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.58e-03
2024-05-01 00:44:48 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.58e-03
2024-05-01 00:44:51 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.58e-03
2024-05-01 00:44:54 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.58e-03
2024-05-01 00:44:57 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.58e-03
2024-05-01 00:45:00 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.58e-03
2024-05-01 00:45:03 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.58e-03
2024-05-01 00:45:06 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.58e-03
2024-05-01 00:45:07 transreid.train INFO: Epoch 85 done. Time per epoch: 57.682[s] Speed: 203.0[samples/s]
2024-05-01 00:45:11 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.50e-03
2024-05-01 00:45:14 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.056, Acc: 0.998, Base Lr: 1.50e-03
2024-05-01 00:45:17 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.050, Acc: 0.998, Base Lr: 1.50e-03
2024-05-01 00:45:21 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.049, Acc: 0.998, Base Lr: 1.50e-03
2024-05-01 00:45:24 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.50e-03
2024-05-01 00:45:27 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.50e-03
2024-05-01 00:45:30 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.040, Acc: 0.998, Base Lr: 1.50e-03
2024-05-01 00:45:33 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.50e-03
2024-05-01 00:45:36 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.040, Acc: 0.998, Base Lr: 1.50e-03
2024-05-01 00:45:39 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.50e-03
2024-05-01 00:45:42 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.038, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 00:45:45 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.037, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 00:45:48 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.036, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 00:45:51 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.036, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 00:45:54 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.035, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 00:45:58 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.034, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 00:46:01 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.033, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 00:46:04 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.032, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 00:46:05 transreid.train INFO: Epoch 86 done. Time per epoch: 57.375[s] Speed: 204.1[samples/s]
2024-05-01 00:46:08 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.067, Acc: 0.998, Base Lr: 1.42e-03
2024-05-01 00:46:12 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.057, Acc: 0.998, Base Lr: 1.42e-03
2024-05-01 00:46:15 transreid.train INFO: Epoch[87] Iter[30/186] Loss: 0.048, Acc: 0.998, Base Lr: 1.42e-03
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2024-05-01 00:46:21 transreid.train INFO: Epoch[87] Iter[50/186] Loss: 0.051, Acc: 0.998, Base Lr: 1.42e-03
2024-05-01 00:46:24 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.046, Acc: 0.999, Base Lr: 1.42e-03
2024-05-01 00:46:27 transreid.train INFO: Epoch[87] Iter[70/186] Loss: 0.045, Acc: 0.999, Base Lr: 1.42e-03
2024-05-01 00:46:30 transreid.train INFO: Epoch[87] Iter[80/186] Loss: 0.045, Acc: 0.999, Base Lr: 1.42e-03
2024-05-01 00:46:33 transreid.train INFO: Epoch[87] Iter[90/186] Loss: 0.042, Acc: 0.999, Base Lr: 1.42e-03
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2024-05-01 00:47:02 transreid.train INFO: Epoch 87 done. Time per epoch: 57.108[s] Speed: 205.1[samples/s]
2024-05-01 00:47:06 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.34e-03
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2024-05-01 00:47:27 transreid.train INFO: Epoch[88] Iter[80/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.34e-03
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2024-05-01 00:47:49 transreid.train INFO: Epoch[88] Iter[150/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.34e-03
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2024-05-01 00:47:59 transreid.train INFO: Epoch 88 done. Time per epoch: 57.008[s] Speed: 205.4[samples/s]
2024-05-01 00:48:03 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.032, Acc: 1.000, Base Lr: 1.26e-03
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2024-05-01 00:48:18 transreid.train INFO: Epoch[89] Iter[60/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.26e-03
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2024-05-01 00:48:39 transreid.train INFO: Epoch[89] Iter[130/186] Loss: 0.039, Acc: 0.999, Base Lr: 1.26e-03
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2024-05-01 00:48:56 transreid.train INFO: Epoch 89 done. Time per epoch: 57.182[s] Speed: 205.9[samples/s]
2024-05-01 00:49:00 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.19e-03
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2024-05-01 00:49:15 transreid.train INFO: Epoch[90] Iter[60/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.19e-03
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2024-05-01 00:49:22 transreid.train INFO: Epoch[90] Iter[80/186] Loss: 0.040, Acc: 0.999, Base Lr: 1.19e-03
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2024-05-01 00:49:28 transreid.train INFO: Epoch[90] Iter[100/186] Loss: 0.039, Acc: 0.999, Base Lr: 1.19e-03
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2024-05-01 00:49:34 transreid.train INFO: Epoch[90] Iter[120/186] Loss: 0.039, Acc: 0.999, Base Lr: 1.19e-03
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2024-05-01 00:49:43 transreid.train INFO: Epoch[90] Iter[150/186] Loss: 0.037, Acc: 0.999, Base Lr: 1.19e-03
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2024-05-01 00:49:49 transreid.train INFO: Epoch[90] Iter[170/186] Loss: 0.035, Acc: 0.999, Base Lr: 1.19e-03
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2024-05-01 00:49:53 transreid.train INFO: Epoch 90 done. Time per epoch: 57.222[s] Speed: 204.7[samples/s]
2024-05-01 00:49:57 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.042, Acc: 0.995, Base Lr: 1.11e-03
2024-05-01 00:50:00 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.11e-03
2024-05-01 00:50:03 transreid.train INFO: Epoch[91] Iter[30/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-01 00:50:09 transreid.train INFO: Epoch[91] Iter[50/186] Loss: 0.044, Acc: 0.998, Base Lr: 1.11e-03
2024-05-01 00:50:12 transreid.train INFO: Epoch[91] Iter[60/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-01 00:50:19 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-01 00:50:25 transreid.train INFO: Epoch[91] Iter[100/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.11e-03
2024-05-01 00:50:28 transreid.train INFO: Epoch[91] Iter[110/186] Loss: 0.039, Acc: 0.998, Base Lr: 1.11e-03
2024-05-01 00:50:31 transreid.train INFO: Epoch[91] Iter[120/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.11e-03
2024-05-01 00:50:34 transreid.train INFO: Epoch[91] Iter[130/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.11e-03
2024-05-01 00:50:37 transreid.train INFO: Epoch[91] Iter[140/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.11e-03
2024-05-01 00:50:40 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.11e-03
2024-05-01 00:50:43 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.11e-03
2024-05-01 00:50:46 transreid.train INFO: Epoch[91] Iter[170/186] Loss: 0.035, Acc: 0.999, Base Lr: 1.11e-03
2024-05-01 00:50:49 transreid.train INFO: Epoch[91] Iter[180/186] Loss: 0.035, Acc: 0.999, Base Lr: 1.11e-03
2024-05-01 00:50:50 transreid.train INFO: Epoch 91 done. Time per epoch: 56.730[s] Speed: 206.5[samples/s]
2024-05-01 00:50:54 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.060, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-01 00:51:00 transreid.train INFO: Epoch[92] Iter[30/186] Loss: 0.050, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-01 00:51:09 transreid.train INFO: Epoch[92] Iter[60/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-01 00:51:15 transreid.train INFO: Epoch[92] Iter[80/186] Loss: 0.041, Acc: 0.999, Base Lr: 1.04e-03
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2024-05-01 00:51:28 transreid.train INFO: Epoch[92] Iter[120/186] Loss: 0.036, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 00:51:31 transreid.train INFO: Epoch[92] Iter[130/186] Loss: 0.036, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 00:51:34 transreid.train INFO: Epoch[92] Iter[140/186] Loss: 0.037, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 00:51:37 transreid.train INFO: Epoch[92] Iter[150/186] Loss: 0.036, Acc: 0.999, Base Lr: 1.04e-03
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2024-05-01 00:51:43 transreid.train INFO: Epoch[92] Iter[170/186] Loss: 0.035, Acc: 0.999, Base Lr: 1.04e-03
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2024-05-01 00:51:47 transreid.train INFO: Epoch 92 done. Time per epoch: 56.890[s] Speed: 205.9[samples/s]
2024-05-01 00:51:51 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.027, Acc: 1.000, Base Lr: 9.72e-04
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2024-05-01 00:52:03 transreid.train INFO: Epoch[93] Iter[50/186] Loss: 0.039, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-01 00:52:09 transreid.train INFO: Epoch[93] Iter[70/186] Loss: 0.036, Acc: 0.998, Base Lr: 9.72e-04
2024-05-01 00:52:12 transreid.train INFO: Epoch[93] Iter[80/186] Loss: 0.038, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-01 00:52:34 transreid.train INFO: Epoch[93] Iter[150/186] Loss: 0.035, Acc: 0.998, Base Lr: 9.72e-04
2024-05-01 00:52:37 transreid.train INFO: Epoch[93] Iter[160/186] Loss: 0.035, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-01 00:52:44 transreid.train INFO: Epoch 93 done. Time per epoch: 56.974[s] Speed: 205.6[samples/s]
2024-05-01 00:52:48 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.029, Acc: 0.998, Base Lr: 9.06e-04
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2024-05-01 00:53:40 transreid.train INFO: Epoch 94 done. Time per epoch: 56.087[s] Speed: 208.8[samples/s]
2024-05-01 00:53:44 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.034, Acc: 0.998, Base Lr: 8.41e-04
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2024-05-01 00:54:11 transreid.train INFO: Epoch[95] Iter[100/186] Loss: 0.033, Acc: 0.999, Base Lr: 8.41e-04
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2024-05-01 00:54:37 transreid.train INFO: Epoch 95 done. Time per epoch: 56.590[s] Speed: 208.1[samples/s]
2024-05-01 00:54:40 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.055, Acc: 0.995, Base Lr: 7.78e-04
2024-05-01 00:54:43 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.053, Acc: 0.996, Base Lr: 7.78e-04
2024-05-01 00:54:46 transreid.train INFO: Epoch[96] Iter[30/186] Loss: 0.044, Acc: 0.997, Base Lr: 7.78e-04
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2024-05-01 00:54:52 transreid.train INFO: Epoch[96] Iter[50/186] Loss: 0.039, Acc: 0.998, Base Lr: 7.78e-04
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2024-05-01 00:55:02 transreid.train INFO: Epoch[96] Iter[80/186] Loss: 0.034, Acc: 0.998, Base Lr: 7.78e-04
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2024-05-01 00:55:14 transreid.train INFO: Epoch[96] Iter[120/186] Loss: 0.034, Acc: 0.999, Base Lr: 7.78e-04
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2024-05-01 00:55:20 transreid.train INFO: Epoch[96] Iter[140/186] Loss: 0.032, Acc: 0.999, Base Lr: 7.78e-04
2024-05-01 00:55:23 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.031, Acc: 0.999, Base Lr: 7.78e-04
2024-05-01 00:55:26 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.030, Acc: 0.999, Base Lr: 7.78e-04
2024-05-01 00:55:29 transreid.train INFO: Epoch[96] Iter[170/186] Loss: 0.030, Acc: 0.999, Base Lr: 7.78e-04
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2024-05-01 00:55:33 transreid.train INFO: Epoch 96 done. Time per epoch: 56.048[s] Speed: 209.0[samples/s]
2024-05-01 00:55:36 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.032, Acc: 0.997, Base Lr: 7.18e-04
2024-05-01 00:55:39 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.029, Acc: 0.998, Base Lr: 7.18e-04
2024-05-01 00:55:42 transreid.train INFO: Epoch[97] Iter[30/186] Loss: 0.031, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 00:55:45 transreid.train INFO: Epoch[97] Iter[40/186] Loss: 0.037, Acc: 0.998, Base Lr: 7.18e-04
2024-05-01 00:55:48 transreid.train INFO: Epoch[97] Iter[50/186] Loss: 0.041, Acc: 0.998, Base Lr: 7.18e-04
2024-05-01 00:55:51 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.039, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 00:55:54 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.039, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 00:55:58 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.037, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 00:56:01 transreid.train INFO: Epoch[97] Iter[90/186] Loss: 0.037, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 00:56:04 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.036, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 00:56:07 transreid.train INFO: Epoch[97] Iter[110/186] Loss: 0.035, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 00:56:10 transreid.train INFO: Epoch[97] Iter[120/186] Loss: 0.038, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 00:56:13 transreid.train INFO: Epoch[97] Iter[130/186] Loss: 0.038, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 00:56:16 transreid.train INFO: Epoch[97] Iter[140/186] Loss: 0.036, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 00:56:19 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.036, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 00:56:22 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.035, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 00:56:25 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.033, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 00:56:28 transreid.train INFO: Epoch[97] Iter[180/186] Loss: 0.033, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 00:56:29 transreid.train INFO: Epoch 97 done. Time per epoch: 56.519[s] Speed: 208.4[samples/s]
2024-05-01 00:56:33 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.031, Acc: 1.000, Base Lr: 6.60e-04
2024-05-01 00:56:36 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.030, Acc: 1.000, Base Lr: 6.60e-04
2024-05-01 00:56:39 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.040, Acc: 0.998, Base Lr: 6.60e-04
2024-05-01 00:56:42 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.040, Acc: 0.998, Base Lr: 6.60e-04
2024-05-01 00:56:45 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.039, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 00:56:48 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.039, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 00:56:51 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.038, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 00:56:54 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.039, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 00:56:57 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.037, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 00:57:00 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.037, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 00:57:03 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.036, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 00:57:06 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.035, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 00:57:10 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.034, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 00:57:13 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.034, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 00:57:16 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.034, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 00:57:19 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.033, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 00:57:22 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.033, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 00:57:25 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.033, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 00:57:26 transreid.train INFO: Epoch 98 done. Time per epoch: 56.984[s] Speed: 206.7[samples/s]
2024-05-01 00:57:30 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.042, Acc: 0.997, Base Lr: 6.04e-04
2024-05-01 00:57:33 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.040, Acc: 0.998, Base Lr: 6.04e-04
2024-05-01 00:57:36 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.039, Acc: 0.997, Base Lr: 6.04e-04
2024-05-01 00:57:39 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.037, Acc: 0.998, Base Lr: 6.04e-04
2024-05-01 00:57:42 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.035, Acc: 0.998, Base Lr: 6.04e-04
2024-05-01 00:57:45 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.035, Acc: 0.998, Base Lr: 6.04e-04
2024-05-01 00:57:48 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.034, Acc: 0.998, Base Lr: 6.04e-04
2024-05-01 00:57:51 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.033, Acc: 0.998, Base Lr: 6.04e-04
2024-05-01 00:57:54 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.033, Acc: 0.998, Base Lr: 6.04e-04
2024-05-01 00:57:57 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.032, Acc: 0.998, Base Lr: 6.04e-04
2024-05-01 00:58:00 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.033, Acc: 0.999, Base Lr: 6.04e-04
2024-05-01 00:58:04 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.032, Acc: 0.999, Base Lr: 6.04e-04
2024-05-01 00:58:07 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.032, Acc: 0.999, Base Lr: 6.04e-04
2024-05-01 00:58:10 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.033, Acc: 0.998, Base Lr: 6.04e-04
2024-05-01 00:58:13 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.034, Acc: 0.998, Base Lr: 6.04e-04
2024-05-01 00:58:16 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.033, Acc: 0.998, Base Lr: 6.04e-04
2024-05-01 00:58:19 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.033, Acc: 0.998, Base Lr: 6.04e-04
2024-05-01 00:58:22 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.032, Acc: 0.998, Base Lr: 6.04e-04
2024-05-01 00:58:23 transreid.train INFO: Epoch 99 done. Time per epoch: 57.276[s] Speed: 205.6[samples/s]
2024-05-01 00:58:27 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.057, Acc: 0.998, Base Lr: 5.51e-04
2024-05-01 00:58:30 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.045, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 00:58:33 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.045, Acc: 0.997, Base Lr: 5.51e-04
2024-05-01 00:58:36 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.039, Acc: 0.998, Base Lr: 5.51e-04
2024-05-01 00:58:39 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.037, Acc: 0.998, Base Lr: 5.51e-04
2024-05-01 00:58:42 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.036, Acc: 0.998, Base Lr: 5.51e-04
2024-05-01 00:58:46 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.034, Acc: 0.998, Base Lr: 5.51e-04
2024-05-01 00:58:49 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.034, Acc: 0.998, Base Lr: 5.51e-04
2024-05-01 00:58:52 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.033, Acc: 0.998, Base Lr: 5.51e-04
2024-05-01 00:58:55 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.031, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 00:58:58 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.031, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 00:59:01 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.031, Acc: 0.998, Base Lr: 5.51e-04
2024-05-01 00:59:04 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.031, Acc: 0.998, Base Lr: 5.51e-04
2024-05-01 00:59:07 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.031, Acc: 0.998, Base Lr: 5.51e-04
2024-05-01 00:59:10 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.032, Acc: 0.998, Base Lr: 5.51e-04
2024-05-01 00:59:13 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.032, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 00:59:16 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.031, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 00:59:19 transreid.train INFO: Epoch[100] Iter[180/186] Loss: 0.030, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 00:59:20 transreid.train INFO: Epoch 100 done. Time per epoch: 56.882[s] Speed: 207.0[samples/s]
2024-05-01 00:59:59 transreid.train INFO: Validation Results - Epoch: 100
2024-05-01 00:59:59 transreid.train INFO: mAP: 82.8%
2024-05-01 00:59:59 transreid.train INFO: CMC curve, Rank-1  :92.6%
2024-05-01 00:59:59 transreid.train INFO: CMC curve, Rank-5  :97.1%
2024-05-01 00:59:59 transreid.train INFO: CMC curve, Rank-10 :98.4%
2024-05-01 01:00:02 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.034, Acc: 1.000, Base Lr: 5.00e-04
2024-05-01 01:00:05 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.039, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 01:00:09 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.035, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 01:00:12 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.035, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 01:00:15 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.033, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 01:00:18 transreid.train INFO: Epoch[101] Iter[60/186] Loss: 0.036, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 01:00:21 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.037, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 01:00:24 transreid.train INFO: Epoch[101] Iter[80/186] Loss: 0.037, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 01:00:27 transreid.train INFO: Epoch[101] Iter[90/186] Loss: 0.037, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 01:00:30 transreid.train INFO: Epoch[101] Iter[100/186] Loss: 0.039, Acc: 0.998, Base Lr: 5.00e-04
2024-05-01 01:00:33 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.037, Acc: 0.998, Base Lr: 5.00e-04
2024-05-01 01:00:36 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.036, Acc: 0.998, Base Lr: 5.00e-04
2024-05-01 01:00:39 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.036, Acc: 0.998, Base Lr: 5.00e-04
2024-05-01 01:00:42 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.037, Acc: 0.998, Base Lr: 5.00e-04
2024-05-01 01:00:45 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.036, Acc: 0.998, Base Lr: 5.00e-04
2024-05-01 01:00:48 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.036, Acc: 0.998, Base Lr: 5.00e-04
2024-05-01 01:00:51 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.035, Acc: 0.998, Base Lr: 5.00e-04
2024-05-01 01:00:54 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.034, Acc: 0.998, Base Lr: 5.00e-04
2024-05-01 01:00:55 transreid.train INFO: Epoch 101 done. Time per epoch: 56.624[s] Speed: 206.8[samples/s]
2024-05-01 01:00:59 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.026, Acc: 1.000, Base Lr: 4.51e-04
2024-05-01 01:01:02 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.037, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 01:01:05 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.035, Acc: 0.999, Base Lr: 4.51e-04
2024-05-01 01:01:08 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.034, Acc: 0.999, Base Lr: 4.51e-04
2024-05-01 01:01:11 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.034, Acc: 0.999, Base Lr: 4.51e-04
2024-05-01 01:01:14 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.036, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 01:01:17 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.036, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 01:01:20 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.036, Acc: 0.999, Base Lr: 4.51e-04
2024-05-01 01:01:23 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.034, Acc: 0.999, Base Lr: 4.51e-04
2024-05-01 01:01:26 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.035, Acc: 0.999, Base Lr: 4.51e-04
2024-05-01 01:01:29 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.036, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 01:01:33 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.035, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 01:01:36 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 01:01:39 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 01:01:42 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 01:01:45 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 01:01:48 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 01:01:51 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 01:01:52 transreid.train INFO: Epoch 102 done. Time per epoch: 56.801[s] Speed: 206.2[samples/s]
2024-05-01 01:01:56 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.023, Acc: 1.000, Base Lr: 4.05e-04
2024-05-01 01:01:59 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.026, Acc: 1.000, Base Lr: 4.05e-04
2024-05-01 01:02:02 transreid.train INFO: Epoch[103] Iter[30/186] Loss: 0.025, Acc: 0.999, Base Lr: 4.05e-04
2024-05-01 01:02:05 transreid.train INFO: Epoch[103] Iter[40/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.05e-04
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2024-05-01 01:02:11 transreid.train INFO: Epoch[103] Iter[60/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.05e-04
2024-05-01 01:02:14 transreid.train INFO: Epoch[103] Iter[70/186] Loss: 0.034, Acc: 0.999, Base Lr: 4.05e-04
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2024-05-01 01:02:49 transreid.train INFO: Epoch 103 done. Time per epoch: 57.210[s] Speed: 205.8[samples/s]
2024-05-01 01:02:53 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.026, Acc: 1.000, Base Lr: 3.61e-04
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2024-05-01 01:03:47 transreid.train INFO: Epoch 104 done. Time per epoch: 58.010[s] Speed: 203.0[samples/s]
2024-05-01 01:03:51 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.048, Acc: 0.998, Base Lr: 3.20e-04
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2024-05-01 01:04:44 transreid.train INFO: Epoch 105 done. Time per epoch: 57.165[s] Speed: 204.9[samples/s]
2024-05-01 01:04:48 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.035, Acc: 0.997, Base Lr: 2.81e-04
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2024-05-01 01:05:42 transreid.train INFO: Epoch 106 done. Time per epoch: 57.148[s] Speed: 206.1[samples/s]
2024-05-01 01:05:45 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.028, Acc: 0.998, Base Lr: 2.45e-04
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2024-05-01 01:06:38 transreid.train INFO: Epoch 107 done. Time per epoch: 56.578[s] Speed: 208.1[samples/s]
2024-05-01 01:06:42 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.038, Acc: 0.998, Base Lr: 2.11e-04
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2024-05-01 01:07:35 transreid.train INFO: Epoch 108 done. Time per epoch: 57.074[s] Speed: 206.3[samples/s]
2024-05-01 01:07:39 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.047, Acc: 1.000, Base Lr: 1.80e-04
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2024-05-01 01:08:32 transreid.train INFO: Epoch 109 done. Time per epoch: 56.513[s] Speed: 208.4[samples/s]
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2024-05-01 01:09:29 transreid.train INFO: Epoch 110 done. Time per epoch: 56.742[s] Speed: 206.4[samples/s]
2024-05-01 01:09:32 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.047, Acc: 0.995, Base Lr: 1.26e-04
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2024-05-01 01:10:25 transreid.train INFO: Epoch 111 done. Time per epoch: 56.791[s] Speed: 207.4[samples/s]
2024-05-01 01:10:29 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.03e-04
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2024-05-01 01:11:23 transreid.train INFO: Epoch 112 done. Time per epoch: 57.303[s] Speed: 205.5[samples/s]
2024-05-01 01:11:26 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.049, Acc: 0.998, Base Lr: 8.28e-05
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2024-05-01 01:12:20 transreid.train INFO: Epoch 113 done. Time per epoch: 57.134[s] Speed: 205.0[samples/s]
2024-05-01 01:12:24 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.030, Acc: 0.998, Base Lr: 6.51e-05
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2024-05-01 01:13:17 transreid.train INFO: Epoch 114 done. Time per epoch: 56.962[s] Speed: 206.7[samples/s]
2024-05-01 01:13:20 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.046, Acc: 0.997, Base Lr: 5.02e-05
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2024-05-01 01:14:03 transreid.train INFO: Epoch[115] Iter[150/186] Loss: 0.031, Acc: 0.999, Base Lr: 5.02e-05
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2024-05-01 01:14:13 transreid.train INFO: Epoch 115 done. Time per epoch: 56.761[s] Speed: 206.3[samples/s]
2024-05-01 01:14:17 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.036, Acc: 1.000, Base Lr: 3.79e-05
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2024-05-01 01:15:11 transreid.train INFO: Epoch 116 done. Time per epoch: 57.136[s] Speed: 206.1[samples/s]
2024-05-01 01:15:14 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.026, Acc: 1.000, Base Lr: 2.83e-05
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2024-05-01 01:16:07 transreid.train INFO: Epoch 117 done. Time per epoch: 56.705[s] Speed: 207.7[samples/s]
2024-05-01 01:16:11 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.038, Acc: 1.000, Base Lr: 2.15e-05
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2024-05-01 01:17:04 transreid.train INFO: Epoch 118 done. Time per epoch: 56.539[s] Speed: 208.3[samples/s]
2024-05-01 01:17:08 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.025, Acc: 1.000, Base Lr: 1.74e-05
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2024-05-01 01:17:35 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 01:17:38 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 01:17:41 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 01:17:44 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 01:17:47 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 01:17:50 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 01:17:53 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 01:17:56 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 01:17:59 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.032, Acc: 0.999, Base Lr: 1.74e-05
2024-05-01 01:18:01 transreid.train INFO: Epoch 119 done. Time per epoch: 56.726[s] Speed: 207.6[samples/s]
2024-05-01 01:18:04 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.023, Acc: 1.000, Base Lr: 1.60e-05
2024-05-01 01:18:07 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 01:18:10 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.60e-05
2024-05-01 01:18:13 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.60e-05
2024-05-01 01:18:17 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 01:18:20 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.60e-05
2024-05-01 01:18:23 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.60e-05
2024-05-01 01:18:26 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 01:18:29 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.026, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 01:18:32 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 01:18:35 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.60e-05
2024-05-01 01:18:38 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.60e-05
2024-05-01 01:18:41 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.60e-05
2024-05-01 01:18:44 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.60e-05
2024-05-01 01:18:47 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.60e-05
2024-05-01 01:18:50 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.60e-05
2024-05-01 01:18:53 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.60e-05
2024-05-01 01:18:56 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.60e-05
2024-05-01 01:18:57 transreid.train INFO: Epoch 120 done. Time per epoch: 56.732[s] Speed: 207.6[samples/s]
2024-05-01 01:19:35 transreid.train INFO: Validation Results - Epoch: 120
2024-05-01 01:19:35 transreid.train INFO: mAP: 82.9%
2024-05-01 01:19:35 transreid.train INFO: CMC curve, Rank-1  :92.9%
2024-05-01 01:19:35 transreid.train INFO: CMC curve, Rank-5  :97.0%
2024-05-01 01:19:35 transreid.train INFO: CMC curve, Rank-10 :98.4%
