2024-04-30 22:58:37 transreid INFO: Saving model in the path :log/transreid/market/resnet101_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-30 22:58:37 transreid INFO: Loaded configuration file configs/market/resnet101.yml
2024-04-30 22:58:37 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: data/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 2
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: resnet101
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/resnet101.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/transreid/market/resnet101_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 22:58:38 transreid.check INFO: Dataset statistics:
2024-04-30 22:58:38 transreid.check INFO:   ----------------------------------------
2024-04-30 22:58:38 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-30 22:58:38 transreid.check INFO:   ----------------------------------------
2024-04-30 22:58:38 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-30 22:58:38 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-30 22:58:38 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-30 22:58:38 transreid.check INFO:   ----------------------------------------
2024-04-30 22:58:41 transreid INFO: ===========using cosine learning rate=======
2024-04-30 22:58:41 transreid.train INFO: start training
2024-04-30 22:59:03 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 8.667, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 22:59:10 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 8.691, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 22:59:17 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 8.650, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 22:59:25 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 8.660, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 22:59:32 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 8.642, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 22:59:39 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 8.617, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 22:59:46 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 8.589, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 22:59:53 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 8.554, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:00:01 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 8.537, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:00:08 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 8.513, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:00:15 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 8.487, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:00:22 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 8.467, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 23:00:29 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 8.452, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 23:00:37 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 8.438, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 23:00:44 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 8.423, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 23:00:51 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.408, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 23:00:59 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.395, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 23:01:06 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.382, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 23:01:08 transreid.train INFO: Epoch 1 done. Time per epoch: 146.840[s] Speed: 79.8[samples/s]
2024-04-30 23:01:16 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.064, Acc: 0.016, Base Lr: 8.72e-04
2024-04-30 23:01:23 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.023, Acc: 0.017, Base Lr: 8.72e-04
2024-04-30 23:01:30 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.002, Acc: 0.028, Base Lr: 8.72e-04
2024-04-30 23:01:38 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 7.974, Acc: 0.033, Base Lr: 8.72e-04
2024-04-30 23:01:45 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 7.959, Acc: 0.033, Base Lr: 8.72e-04
2024-04-30 23:01:52 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 7.944, Acc: 0.034, Base Lr: 8.72e-04
2024-04-30 23:01:59 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.919, Acc: 0.038, Base Lr: 8.72e-04
2024-04-30 23:02:06 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.902, Acc: 0.041, Base Lr: 8.72e-04
2024-04-30 23:02:14 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.882, Acc: 0.044, Base Lr: 8.72e-04
2024-04-30 23:02:21 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.866, Acc: 0.046, Base Lr: 8.72e-04
2024-04-30 23:02:29 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.850, Acc: 0.049, Base Lr: 8.72e-04
2024-04-30 23:02:36 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.834, Acc: 0.052, Base Lr: 8.72e-04
2024-04-30 23:02:43 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.819, Acc: 0.056, Base Lr: 8.72e-04
2024-04-30 23:02:50 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.806, Acc: 0.061, Base Lr: 8.72e-04
2024-04-30 23:02:58 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.794, Acc: 0.067, Base Lr: 8.72e-04
2024-04-30 23:03:05 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.780, Acc: 0.072, Base Lr: 8.72e-04
2024-04-30 23:03:12 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.765, Acc: 0.078, Base Lr: 8.72e-04
2024-04-30 23:03:19 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.749, Acc: 0.090, Base Lr: 8.72e-04
2024-04-30 23:03:22 transreid.train INFO: Epoch 2 done. Time per epoch: 133.523[s] Speed: 87.7[samples/s]
2024-04-30 23:03:29 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.516, Acc: 0.064, Base Lr: 1.27e-03
2024-04-30 23:03:37 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.488, Acc: 0.086, Base Lr: 1.27e-03
2024-04-30 23:03:44 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.490, Acc: 0.089, Base Lr: 1.27e-03
2024-04-30 23:03:51 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.463, Acc: 0.100, Base Lr: 1.27e-03
2024-04-30 23:03:58 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.443, Acc: 0.105, Base Lr: 1.27e-03
2024-04-30 23:04:05 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.434, Acc: 0.104, Base Lr: 1.27e-03
2024-04-30 23:04:13 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.419, Acc: 0.110, Base Lr: 1.27e-03
2024-04-30 23:04:20 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.403, Acc: 0.114, Base Lr: 1.27e-03
2024-04-30 23:04:27 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.384, Acc: 0.123, Base Lr: 1.27e-03
2024-04-30 23:04:35 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.366, Acc: 0.133, Base Lr: 1.27e-03
2024-04-30 23:04:42 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.354, Acc: 0.137, Base Lr: 1.27e-03
2024-04-30 23:04:49 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.343, Acc: 0.141, Base Lr: 1.27e-03
2024-04-30 23:04:56 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.329, Acc: 0.145, Base Lr: 1.27e-03
2024-04-30 23:05:04 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.314, Acc: 0.151, Base Lr: 1.27e-03
2024-04-30 23:05:11 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.299, Acc: 0.158, Base Lr: 1.27e-03
2024-04-30 23:05:18 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.280, Acc: 0.165, Base Lr: 1.27e-03
2024-04-30 23:05:25 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 7.259, Acc: 0.174, Base Lr: 1.27e-03
2024-04-30 23:05:33 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 7.230, Acc: 0.188, Base Lr: 1.27e-03
2024-04-30 23:05:35 transreid.train INFO: Epoch 3 done. Time per epoch: 133.278[s] Speed: 87.9[samples/s]
2024-04-30 23:05:43 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 6.998, Acc: 0.113, Base Lr: 1.66e-03
2024-04-30 23:05:50 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 6.987, Acc: 0.114, Base Lr: 1.66e-03
2024-04-30 23:05:57 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 6.961, Acc: 0.119, Base Lr: 1.66e-03
2024-04-30 23:06:04 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 6.952, Acc: 0.122, Base Lr: 1.66e-03
2024-04-30 23:06:12 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 6.944, Acc: 0.122, Base Lr: 1.66e-03
2024-04-30 23:06:19 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 6.919, Acc: 0.129, Base Lr: 1.66e-03
2024-04-30 23:06:26 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 6.898, Acc: 0.135, Base Lr: 1.66e-03
2024-04-30 23:06:34 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.878, Acc: 0.138, Base Lr: 1.66e-03
2024-04-30 23:06:41 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 6.855, Acc: 0.145, Base Lr: 1.66e-03
2024-04-30 23:06:48 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 6.830, Acc: 0.152, Base Lr: 1.66e-03
2024-04-30 23:06:55 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 6.801, Acc: 0.157, Base Lr: 1.66e-03
2024-04-30 23:07:02 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.768, Acc: 0.164, Base Lr: 1.66e-03
2024-04-30 23:07:09 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.724, Acc: 0.173, Base Lr: 1.66e-03
2024-04-30 23:07:17 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.684, Acc: 0.181, Base Lr: 1.66e-03
2024-04-30 23:07:24 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.645, Acc: 0.190, Base Lr: 1.66e-03
2024-04-30 23:07:31 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.594, Acc: 0.199, Base Lr: 1.66e-03
2024-04-30 23:07:38 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.533, Acc: 0.212, Base Lr: 1.66e-03
2024-04-30 23:07:45 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 6.469, Acc: 0.226, Base Lr: 1.66e-03
2024-04-30 23:07:47 transreid.train INFO: Epoch 4 done. Time per epoch: 132.592[s] Speed: 88.3[samples/s]
2024-04-30 23:07:56 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.242, Acc: 0.100, Base Lr: 2.06e-03
2024-04-30 23:08:05 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.226, Acc: 0.097, Base Lr: 2.06e-03
2024-04-30 23:08:13 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 6.165, Acc: 0.112, Base Lr: 2.06e-03
2024-04-30 23:08:21 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 6.120, Acc: 0.121, Base Lr: 2.06e-03
2024-04-30 23:08:29 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 6.055, Acc: 0.136, Base Lr: 2.06e-03
2024-04-30 23:08:38 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 6.001, Acc: 0.149, Base Lr: 2.06e-03
2024-04-30 23:08:46 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 5.942, Acc: 0.163, Base Lr: 2.06e-03
2024-04-30 23:08:54 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 5.864, Acc: 0.181, Base Lr: 2.06e-03
2024-04-30 23:09:02 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 5.807, Acc: 0.192, Base Lr: 2.06e-03
2024-04-30 23:09:11 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 5.738, Acc: 0.203, Base Lr: 2.06e-03
2024-04-30 23:09:19 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 5.696, Acc: 0.209, Base Lr: 2.06e-03
2024-04-30 23:09:27 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 5.648, Acc: 0.212, Base Lr: 2.06e-03
2024-04-30 23:09:35 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 5.605, Acc: 0.219, Base Lr: 2.06e-03
2024-04-30 23:09:44 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 5.544, Acc: 0.228, Base Lr: 2.06e-03
2024-04-30 23:09:52 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 5.465, Acc: 0.241, Base Lr: 2.06e-03
2024-04-30 23:09:59 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 5.387, Acc: 0.256, Base Lr: 2.06e-03
2024-04-30 23:10:04 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 5.294, Acc: 0.271, Base Lr: 2.06e-03
2024-04-30 23:10:08 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 5.184, Acc: 0.291, Base Lr: 2.06e-03
2024-04-30 23:10:10 transreid.train INFO: Epoch 5 done. Time per epoch: 142.523[s] Speed: 82.6[samples/s]
2024-04-30 23:10:15 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 5.088, Acc: 0.194, Base Lr: 2.46e-03
2024-04-30 23:10:19 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 5.017, Acc: 0.209, Base Lr: 2.46e-03
2024-04-30 23:10:24 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 5.025, Acc: 0.207, Base Lr: 2.46e-03
2024-04-30 23:10:28 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 4.909, Acc: 0.233, Base Lr: 2.46e-03
2024-04-30 23:10:33 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 4.834, Acc: 0.253, Base Lr: 2.46e-03
2024-04-30 23:10:37 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 4.735, Acc: 0.273, Base Lr: 2.46e-03
2024-04-30 23:10:41 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 4.661, Acc: 0.288, Base Lr: 2.46e-03
2024-04-30 23:10:46 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 4.593, Acc: 0.306, Base Lr: 2.46e-03
2024-04-30 23:10:50 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 4.508, Acc: 0.328, Base Lr: 2.46e-03
2024-04-30 23:10:55 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 4.465, Acc: 0.333, Base Lr: 2.46e-03
2024-04-30 23:10:59 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 4.398, Acc: 0.348, Base Lr: 2.46e-03
2024-04-30 23:11:04 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 4.324, Acc: 0.363, Base Lr: 2.46e-03
2024-04-30 23:11:08 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 4.261, Acc: 0.378, Base Lr: 2.46e-03
2024-04-30 23:11:12 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 4.186, Acc: 0.393, Base Lr: 2.46e-03
2024-04-30 23:11:17 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 4.098, Acc: 0.409, Base Lr: 2.46e-03
2024-04-30 23:11:21 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 4.012, Acc: 0.426, Base Lr: 2.46e-03
2024-04-30 23:11:26 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 3.910, Acc: 0.446, Base Lr: 2.46e-03
2024-04-30 23:11:30 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 3.802, Acc: 0.466, Base Lr: 2.46e-03
2024-04-30 23:11:32 transreid.train INFO: Epoch 6 done. Time per epoch: 81.926[s] Speed: 143.0[samples/s]
2024-04-30 23:11:37 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 3.942, Acc: 0.350, Base Lr: 2.85e-03
2024-04-30 23:11:41 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 3.863, Acc: 0.382, Base Lr: 2.85e-03
2024-04-30 23:11:46 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 3.761, Acc: 0.389, Base Lr: 2.85e-03
2024-04-30 23:11:50 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 3.704, Acc: 0.416, Base Lr: 2.85e-03
2024-04-30 23:11:55 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 3.617, Acc: 0.440, Base Lr: 2.85e-03
2024-04-30 23:11:59 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 3.508, Acc: 0.464, Base Lr: 2.85e-03
2024-04-30 23:12:04 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 3.401, Acc: 0.492, Base Lr: 2.85e-03
2024-04-30 23:12:08 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 3.325, Acc: 0.508, Base Lr: 2.85e-03
2024-04-30 23:12:16 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 3.255, Acc: 0.520, Base Lr: 2.85e-03
2024-04-30 23:12:23 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 3.194, Acc: 0.532, Base Lr: 2.85e-03
2024-04-30 23:12:30 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 3.159, Acc: 0.539, Base Lr: 2.85e-03
2024-04-30 23:12:37 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 3.102, Acc: 0.551, Base Lr: 2.85e-03
2024-04-30 23:12:44 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 3.049, Acc: 0.564, Base Lr: 2.85e-03
2024-04-30 23:12:52 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 2.976, Acc: 0.578, Base Lr: 2.85e-03
2024-04-30 23:12:59 transreid.train INFO: Epoch[7] Iter[150/186] Loss: 2.902, Acc: 0.594, Base Lr: 2.85e-03
2024-04-30 23:13:06 transreid.train INFO: Epoch[7] Iter[160/186] Loss: 2.823, Acc: 0.608, Base Lr: 2.85e-03
2024-04-30 23:13:13 transreid.train INFO: Epoch[7] Iter[170/186] Loss: 2.748, Acc: 0.623, Base Lr: 2.85e-03
2024-04-30 23:13:21 transreid.train INFO: Epoch[7] Iter[180/186] Loss: 2.661, Acc: 0.638, Base Lr: 2.85e-03
2024-04-30 23:13:23 transreid.train INFO: Epoch 7 done. Time per epoch: 110.995[s] Speed: 105.5[samples/s]
2024-04-30 23:13:30 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 2.792, Acc: 0.547, Base Lr: 3.25e-03
2024-04-30 23:13:38 transreid.train INFO: Epoch[8] Iter[20/186] Loss: 2.706, Acc: 0.572, Base Lr: 3.25e-03
2024-04-30 23:13:45 transreid.train INFO: Epoch[8] Iter[30/186] Loss: 2.729, Acc: 0.573, Base Lr: 3.25e-03
2024-04-30 23:13:52 transreid.train INFO: Epoch[8] Iter[40/186] Loss: 2.615, Acc: 0.604, Base Lr: 3.25e-03
2024-04-30 23:13:59 transreid.train INFO: Epoch[8] Iter[50/186] Loss: 2.571, Acc: 0.616, Base Lr: 3.25e-03
2024-04-30 23:14:06 transreid.train INFO: Epoch[8] Iter[60/186] Loss: 2.535, Acc: 0.636, Base Lr: 3.25e-03
2024-04-30 23:14:13 transreid.train INFO: Epoch[8] Iter[70/186] Loss: 2.476, Acc: 0.646, Base Lr: 3.25e-03
2024-04-30 23:14:21 transreid.train INFO: Epoch[8] Iter[80/186] Loss: 2.432, Acc: 0.654, Base Lr: 3.25e-03
2024-04-30 23:14:28 transreid.train INFO: Epoch[8] Iter[90/186] Loss: 2.376, Acc: 0.667, Base Lr: 3.25e-03
2024-04-30 23:14:35 transreid.train INFO: Epoch[8] Iter[100/186] Loss: 2.315, Acc: 0.680, Base Lr: 3.25e-03
2024-04-30 23:14:42 transreid.train INFO: Epoch[8] Iter[110/186] Loss: 2.260, Acc: 0.691, Base Lr: 3.25e-03
2024-04-30 23:14:49 transreid.train INFO: Epoch[8] Iter[120/186] Loss: 2.229, Acc: 0.701, Base Lr: 3.25e-03
2024-04-30 23:14:57 transreid.train INFO: Epoch[8] Iter[130/186] Loss: 2.175, Acc: 0.713, Base Lr: 3.25e-03
2024-04-30 23:15:04 transreid.train INFO: Epoch[8] Iter[140/186] Loss: 2.120, Acc: 0.724, Base Lr: 3.25e-03
2024-04-30 23:15:11 transreid.train INFO: Epoch[8] Iter[150/186] Loss: 2.074, Acc: 0.734, Base Lr: 3.25e-03
2024-04-30 23:15:18 transreid.train INFO: Epoch[8] Iter[160/186] Loss: 2.017, Acc: 0.745, Base Lr: 3.25e-03
2024-04-30 23:15:26 transreid.train INFO: Epoch[8] Iter[170/186] Loss: 1.965, Acc: 0.755, Base Lr: 3.25e-03
2024-04-30 23:15:33 transreid.train INFO: Epoch[8] Iter[180/186] Loss: 1.913, Acc: 0.763, Base Lr: 3.25e-03
2024-04-30 23:15:35 transreid.train INFO: Epoch 8 done. Time per epoch: 132.372[s] Speed: 88.5[samples/s]
2024-04-30 23:15:43 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 2.243, Acc: 0.636, Base Lr: 3.64e-03
2024-04-30 23:15:49 transreid.train INFO: Epoch[9] Iter[20/186] Loss: 2.163, Acc: 0.656, Base Lr: 3.64e-03
2024-04-30 23:15:56 transreid.train INFO: Epoch[9] Iter[30/186] Loss: 2.029, Acc: 0.689, Base Lr: 3.64e-03
2024-04-30 23:16:03 transreid.train INFO: Epoch[9] Iter[40/186] Loss: 1.885, Acc: 0.726, Base Lr: 3.64e-03
2024-04-30 23:16:10 transreid.train INFO: Epoch[9] Iter[50/186] Loss: 1.815, Acc: 0.741, Base Lr: 3.64e-03
2024-04-30 23:16:17 transreid.train INFO: Epoch[9] Iter[60/186] Loss: 1.786, Acc: 0.749, Base Lr: 3.64e-03
2024-04-30 23:16:25 transreid.train INFO: Epoch[9] Iter[70/186] Loss: 1.747, Acc: 0.758, Base Lr: 3.64e-03
2024-04-30 23:16:32 transreid.train INFO: Epoch[9] Iter[80/186] Loss: 1.701, Acc: 0.769, Base Lr: 3.64e-03
2024-04-30 23:16:39 transreid.train INFO: Epoch[9] Iter[90/186] Loss: 1.653, Acc: 0.781, Base Lr: 3.64e-03
2024-04-30 23:16:46 transreid.train INFO: Epoch[9] Iter[100/186] Loss: 1.627, Acc: 0.788, Base Lr: 3.64e-03
2024-04-30 23:16:54 transreid.train INFO: Epoch[9] Iter[110/186] Loss: 1.591, Acc: 0.796, Base Lr: 3.64e-03
2024-04-30 23:17:01 transreid.train INFO: Epoch[9] Iter[120/186] Loss: 1.542, Acc: 0.806, Base Lr: 3.64e-03
2024-04-30 23:17:09 transreid.train INFO: Epoch[9] Iter[130/186] Loss: 1.511, Acc: 0.814, Base Lr: 3.64e-03
2024-04-30 23:17:16 transreid.train INFO: Epoch[9] Iter[140/186] Loss: 1.482, Acc: 0.818, Base Lr: 3.64e-03
2024-04-30 23:17:23 transreid.train INFO: Epoch[9] Iter[150/186] Loss: 1.445, Acc: 0.826, Base Lr: 3.64e-03
2024-04-30 23:17:30 transreid.train INFO: Epoch[9] Iter[160/186] Loss: 1.409, Acc: 0.832, Base Lr: 3.64e-03
2024-04-30 23:17:37 transreid.train INFO: Epoch[9] Iter[170/186] Loss: 1.375, Acc: 0.838, Base Lr: 3.64e-03
2024-04-30 23:17:44 transreid.train INFO: Epoch[9] Iter[180/186] Loss: 1.344, Acc: 0.843, Base Lr: 3.64e-03
2024-04-30 23:17:47 transreid.train INFO: Epoch 9 done. Time per epoch: 132.011[s] Speed: 89.2[samples/s]
2024-04-30 23:17:55 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 1.380, Acc: 0.795, Base Lr: 4.04e-03
2024-04-30 23:18:02 transreid.train INFO: Epoch[10] Iter[20/186] Loss: 1.509, Acc: 0.783, Base Lr: 4.04e-03
2024-04-30 23:18:09 transreid.train INFO: Epoch[10] Iter[30/186] Loss: 1.469, Acc: 0.790, Base Lr: 4.04e-03
2024-04-30 23:18:17 transreid.train INFO: Epoch[10] Iter[40/186] Loss: 1.438, Acc: 0.798, Base Lr: 4.04e-03
2024-04-30 23:18:24 transreid.train INFO: Epoch[10] Iter[50/186] Loss: 1.417, Acc: 0.802, Base Lr: 4.04e-03
2024-04-30 23:18:31 transreid.train INFO: Epoch[10] Iter[60/186] Loss: 1.370, Acc: 0.812, Base Lr: 4.04e-03
2024-04-30 23:18:39 transreid.train INFO: Epoch[10] Iter[70/186] Loss: 1.323, Acc: 0.825, Base Lr: 4.04e-03
2024-04-30 23:18:46 transreid.train INFO: Epoch[10] Iter[80/186] Loss: 1.284, Acc: 0.833, Base Lr: 4.04e-03
2024-04-30 23:18:53 transreid.train INFO: Epoch[10] Iter[90/186] Loss: 1.251, Acc: 0.838, Base Lr: 4.04e-03
2024-04-30 23:19:00 transreid.train INFO: Epoch[10] Iter[100/186] Loss: 1.225, Acc: 0.846, Base Lr: 4.04e-03
2024-04-30 23:19:07 transreid.train INFO: Epoch[10] Iter[110/186] Loss: 1.210, Acc: 0.852, Base Lr: 4.04e-03
2024-04-30 23:19:15 transreid.train INFO: Epoch[10] Iter[120/186] Loss: 1.190, Acc: 0.857, Base Lr: 4.04e-03
2024-04-30 23:19:22 transreid.train INFO: Epoch[10] Iter[130/186] Loss: 1.174, Acc: 0.860, Base Lr: 4.04e-03
2024-04-30 23:19:29 transreid.train INFO: Epoch[10] Iter[140/186] Loss: 1.134, Acc: 0.867, Base Lr: 4.04e-03
2024-04-30 23:19:35 transreid.train INFO: Epoch[10] Iter[150/186] Loss: 1.108, Acc: 0.873, Base Lr: 4.04e-03
2024-04-30 23:19:43 transreid.train INFO: Epoch[10] Iter[160/186] Loss: 1.083, Acc: 0.878, Base Lr: 4.04e-03
2024-04-30 23:19:50 transreid.train INFO: Epoch[10] Iter[170/186] Loss: 1.059, Acc: 0.882, Base Lr: 4.04e-03
2024-04-30 23:19:57 transreid.train INFO: Epoch[10] Iter[180/186] Loss: 1.031, Acc: 0.887, Base Lr: 4.04e-03
2024-04-30 23:19:59 transreid.train INFO: Epoch 10 done. Time per epoch: 132.195[s] Speed: 88.6[samples/s]
2024-04-30 23:20:07 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 1.186, Acc: 0.847, Base Lr: 4.44e-03
2024-04-30 23:20:15 transreid.train INFO: Epoch[11] Iter[20/186] Loss: 1.071, Acc: 0.860, Base Lr: 4.44e-03
2024-04-30 23:20:22 transreid.train INFO: Epoch[11] Iter[30/186] Loss: 1.033, Acc: 0.863, Base Lr: 4.44e-03
2024-04-30 23:20:29 transreid.train INFO: Epoch[11] Iter[40/186] Loss: 1.023, Acc: 0.863, Base Lr: 4.44e-03
2024-04-30 23:20:36 transreid.train INFO: Epoch[11] Iter[50/186] Loss: 1.020, Acc: 0.867, Base Lr: 4.44e-03
2024-04-30 23:20:44 transreid.train INFO: Epoch[11] Iter[60/186] Loss: 0.992, Acc: 0.875, Base Lr: 4.44e-03
2024-04-30 23:20:51 transreid.train INFO: Epoch[11] Iter[70/186] Loss: 0.977, Acc: 0.882, Base Lr: 4.44e-03
2024-04-30 23:20:58 transreid.train INFO: Epoch[11] Iter[80/186] Loss: 0.943, Acc: 0.889, Base Lr: 4.44e-03
2024-04-30 23:21:05 transreid.train INFO: Epoch[11] Iter[90/186] Loss: 0.923, Acc: 0.893, Base Lr: 4.44e-03
2024-04-30 23:21:13 transreid.train INFO: Epoch[11] Iter[100/186] Loss: 0.914, Acc: 0.895, Base Lr: 4.44e-03
2024-04-30 23:21:20 transreid.train INFO: Epoch[11] Iter[110/186] Loss: 0.898, Acc: 0.899, Base Lr: 4.44e-03
2024-04-30 23:21:27 transreid.train INFO: Epoch[11] Iter[120/186] Loss: 0.877, Acc: 0.903, Base Lr: 4.44e-03
2024-04-30 23:21:34 transreid.train INFO: Epoch[11] Iter[130/186] Loss: 0.856, Acc: 0.907, Base Lr: 4.44e-03
2024-04-30 23:21:42 transreid.train INFO: Epoch[11] Iter[140/186] Loss: 0.834, Acc: 0.911, Base Lr: 4.44e-03
2024-04-30 23:21:49 transreid.train INFO: Epoch[11] Iter[150/186] Loss: 0.811, Acc: 0.914, Base Lr: 4.44e-03
2024-04-30 23:21:56 transreid.train INFO: Epoch[11] Iter[160/186] Loss: 0.802, Acc: 0.916, Base Lr: 4.44e-03
2024-04-30 23:22:03 transreid.train INFO: Epoch[11] Iter[170/186] Loss: 0.797, Acc: 0.918, Base Lr: 4.44e-03
2024-04-30 23:22:11 transreid.train INFO: Epoch[11] Iter[180/186] Loss: 0.781, Acc: 0.921, Base Lr: 4.44e-03
2024-04-30 23:22:13 transreid.train INFO: Epoch 11 done. Time per epoch: 133.460[s] Speed: 87.8[samples/s]
2024-04-30 23:22:21 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 0.832, Acc: 0.894, Base Lr: 4.83e-03
2024-04-30 23:22:28 transreid.train INFO: Epoch[12] Iter[20/186] Loss: 0.763, Acc: 0.912, Base Lr: 4.83e-03
2024-04-30 23:22:35 transreid.train INFO: Epoch[12] Iter[30/186] Loss: 0.767, Acc: 0.916, Base Lr: 4.83e-03
2024-04-30 23:22:42 transreid.train INFO: Epoch[12] Iter[40/186] Loss: 0.802, Acc: 0.914, Base Lr: 4.83e-03
2024-04-30 23:22:49 transreid.train INFO: Epoch[12] Iter[50/186] Loss: 0.786, Acc: 0.917, Base Lr: 4.83e-03
2024-04-30 23:22:57 transreid.train INFO: Epoch[12] Iter[60/186] Loss: 0.760, Acc: 0.923, Base Lr: 4.83e-03
2024-04-30 23:23:04 transreid.train INFO: Epoch[12] Iter[70/186] Loss: 0.748, Acc: 0.924, Base Lr: 4.83e-03
2024-04-30 23:23:10 transreid.train INFO: Epoch[12] Iter[80/186] Loss: 0.725, Acc: 0.928, Base Lr: 4.83e-03
2024-04-30 23:23:17 transreid.train INFO: Epoch[12] Iter[90/186] Loss: 0.711, Acc: 0.929, Base Lr: 4.83e-03
2024-04-30 23:23:24 transreid.train INFO: Epoch[12] Iter[100/186] Loss: 0.713, Acc: 0.930, Base Lr: 4.83e-03
2024-04-30 23:23:31 transreid.train INFO: Epoch[12] Iter[110/186] Loss: 0.694, Acc: 0.933, Base Lr: 4.83e-03
2024-04-30 23:23:39 transreid.train INFO: Epoch[12] Iter[120/186] Loss: 0.689, Acc: 0.935, Base Lr: 4.83e-03
2024-04-30 23:23:46 transreid.train INFO: Epoch[12] Iter[130/186] Loss: 0.676, Acc: 0.938, Base Lr: 4.83e-03
2024-04-30 23:23:53 transreid.train INFO: Epoch[12] Iter[140/186] Loss: 0.666, Acc: 0.939, Base Lr: 4.83e-03
2024-04-30 23:24:00 transreid.train INFO: Epoch[12] Iter[150/186] Loss: 0.652, Acc: 0.941, Base Lr: 4.83e-03
2024-04-30 23:24:07 transreid.train INFO: Epoch[12] Iter[160/186] Loss: 0.645, Acc: 0.943, Base Lr: 4.83e-03
2024-04-30 23:24:15 transreid.train INFO: Epoch[12] Iter[170/186] Loss: 0.630, Acc: 0.945, Base Lr: 4.83e-03
2024-04-30 23:24:22 transreid.train INFO: Epoch[12] Iter[180/186] Loss: 0.619, Acc: 0.946, Base Lr: 4.83e-03
2024-04-30 23:24:24 transreid.train INFO: Epoch 12 done. Time per epoch: 131.248[s] Speed: 89.2[samples/s]
2024-04-30 23:24:32 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 0.799, Acc: 0.911, Base Lr: 5.23e-03
2024-04-30 23:24:39 transreid.train INFO: Epoch[13] Iter[20/186] Loss: 0.730, Acc: 0.924, Base Lr: 5.23e-03
2024-04-30 23:24:46 transreid.train INFO: Epoch[13] Iter[30/186] Loss: 0.672, Acc: 0.936, Base Lr: 5.23e-03
2024-04-30 23:24:54 transreid.train INFO: Epoch[13] Iter[40/186] Loss: 0.655, Acc: 0.940, Base Lr: 5.23e-03
2024-04-30 23:25:01 transreid.train INFO: Epoch[13] Iter[50/186] Loss: 0.650, Acc: 0.941, Base Lr: 5.23e-03
2024-04-30 23:25:08 transreid.train INFO: Epoch[13] Iter[60/186] Loss: 0.633, Acc: 0.945, Base Lr: 5.23e-03
2024-04-30 23:25:16 transreid.train INFO: Epoch[13] Iter[70/186] Loss: 0.616, Acc: 0.947, Base Lr: 5.23e-03
2024-04-30 23:25:23 transreid.train INFO: Epoch[13] Iter[80/186] Loss: 0.605, Acc: 0.947, Base Lr: 5.23e-03
2024-04-30 23:25:30 transreid.train INFO: Epoch[13] Iter[90/186] Loss: 0.594, Acc: 0.948, Base Lr: 5.23e-03
2024-04-30 23:25:37 transreid.train INFO: Epoch[13] Iter[100/186] Loss: 0.591, Acc: 0.949, Base Lr: 5.23e-03
2024-04-30 23:25:44 transreid.train INFO: Epoch[13] Iter[110/186] Loss: 0.587, Acc: 0.950, Base Lr: 5.23e-03
2024-04-30 23:25:52 transreid.train INFO: Epoch[13] Iter[120/186] Loss: 0.579, Acc: 0.951, Base Lr: 5.23e-03
2024-04-30 23:25:59 transreid.train INFO: Epoch[13] Iter[130/186] Loss: 0.567, Acc: 0.952, Base Lr: 5.23e-03
2024-04-30 23:26:06 transreid.train INFO: Epoch[13] Iter[140/186] Loss: 0.562, Acc: 0.953, Base Lr: 5.23e-03
2024-04-30 23:26:14 transreid.train INFO: Epoch[13] Iter[150/186] Loss: 0.550, Acc: 0.954, Base Lr: 5.23e-03
2024-04-30 23:26:21 transreid.train INFO: Epoch[13] Iter[160/186] Loss: 0.541, Acc: 0.955, Base Lr: 5.23e-03
2024-04-30 23:26:28 transreid.train INFO: Epoch[13] Iter[170/186] Loss: 0.534, Acc: 0.956, Base Lr: 5.23e-03
2024-04-30 23:26:36 transreid.train INFO: Epoch[13] Iter[180/186] Loss: 0.521, Acc: 0.958, Base Lr: 5.23e-03
2024-04-30 23:26:38 transreid.train INFO: Epoch 13 done. Time per epoch: 133.596[s] Speed: 87.7[samples/s]
2024-04-30 23:26:45 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 0.652, Acc: 0.941, Base Lr: 5.62e-03
2024-04-30 23:26:52 transreid.train INFO: Epoch[14] Iter[20/186] Loss: 0.570, Acc: 0.946, Base Lr: 5.62e-03
2024-04-30 23:26:59 transreid.train INFO: Epoch[14] Iter[30/186] Loss: 0.581, Acc: 0.943, Base Lr: 5.62e-03
2024-04-30 23:27:06 transreid.train INFO: Epoch[14] Iter[40/186] Loss: 0.560, Acc: 0.947, Base Lr: 5.62e-03
2024-04-30 23:27:13 transreid.train INFO: Epoch[14] Iter[50/186] Loss: 0.540, Acc: 0.952, Base Lr: 5.62e-03
2024-04-30 23:27:20 transreid.train INFO: Epoch[14] Iter[60/186] Loss: 0.518, Acc: 0.954, Base Lr: 5.62e-03
2024-04-30 23:27:27 transreid.train INFO: Epoch[14] Iter[70/186] Loss: 0.495, Acc: 0.957, Base Lr: 5.62e-03
2024-04-30 23:27:35 transreid.train INFO: Epoch[14] Iter[80/186] Loss: 0.486, Acc: 0.957, Base Lr: 5.62e-03
2024-04-30 23:27:42 transreid.train INFO: Epoch[14] Iter[90/186] Loss: 0.487, Acc: 0.956, Base Lr: 5.62e-03
2024-04-30 23:27:49 transreid.train INFO: Epoch[14] Iter[100/186] Loss: 0.481, Acc: 0.957, Base Lr: 5.62e-03
2024-04-30 23:27:56 transreid.train INFO: Epoch[14] Iter[110/186] Loss: 0.475, Acc: 0.958, Base Lr: 5.62e-03
2024-04-30 23:28:04 transreid.train INFO: Epoch[14] Iter[120/186] Loss: 0.473, Acc: 0.959, Base Lr: 5.62e-03
2024-04-30 23:28:11 transreid.train INFO: Epoch[14] Iter[130/186] Loss: 0.465, Acc: 0.958, Base Lr: 5.62e-03
2024-04-30 23:28:18 transreid.train INFO: Epoch[14] Iter[140/186] Loss: 0.462, Acc: 0.960, Base Lr: 5.62e-03
2024-04-30 23:28:26 transreid.train INFO: Epoch[14] Iter[150/186] Loss: 0.454, Acc: 0.961, Base Lr: 5.62e-03
2024-04-30 23:28:33 transreid.train INFO: Epoch[14] Iter[160/186] Loss: 0.448, Acc: 0.961, Base Lr: 5.62e-03
2024-04-30 23:28:40 transreid.train INFO: Epoch[14] Iter[170/186] Loss: 0.439, Acc: 0.962, Base Lr: 5.62e-03
2024-04-30 23:28:47 transreid.train INFO: Epoch[14] Iter[180/186] Loss: 0.432, Acc: 0.963, Base Lr: 5.62e-03
2024-04-30 23:28:50 transreid.train INFO: Epoch 14 done. Time per epoch: 132.551[s] Speed: 88.8[samples/s]
2024-04-30 23:28:58 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 0.499, Acc: 0.948, Base Lr: 6.02e-03
2024-04-30 23:29:05 transreid.train INFO: Epoch[15] Iter[20/186] Loss: 0.434, Acc: 0.961, Base Lr: 6.02e-03
2024-04-30 23:29:13 transreid.train INFO: Epoch[15] Iter[30/186] Loss: 0.436, Acc: 0.961, Base Lr: 6.02e-03
2024-04-30 23:29:20 transreid.train INFO: Epoch[15] Iter[40/186] Loss: 0.458, Acc: 0.960, Base Lr: 6.02e-03
2024-04-30 23:29:27 transreid.train INFO: Epoch[15] Iter[50/186] Loss: 0.469, Acc: 0.961, Base Lr: 6.02e-03
2024-04-30 23:29:34 transreid.train INFO: Epoch[15] Iter[60/186] Loss: 0.468, Acc: 0.963, Base Lr: 6.02e-03
2024-04-30 23:29:41 transreid.train INFO: Epoch[15] Iter[70/186] Loss: 0.469, Acc: 0.963, Base Lr: 6.02e-03
2024-04-30 23:29:49 transreid.train INFO: Epoch[15] Iter[80/186] Loss: 0.464, Acc: 0.964, Base Lr: 6.02e-03
2024-04-30 23:29:56 transreid.train INFO: Epoch[15] Iter[90/186] Loss: 0.453, Acc: 0.965, Base Lr: 6.02e-03
2024-04-30 23:30:03 transreid.train INFO: Epoch[15] Iter[100/186] Loss: 0.451, Acc: 0.966, Base Lr: 6.02e-03
2024-04-30 23:30:10 transreid.train INFO: Epoch[15] Iter[110/186] Loss: 0.443, Acc: 0.966, Base Lr: 6.02e-03
2024-04-30 23:30:17 transreid.train INFO: Epoch[15] Iter[120/186] Loss: 0.435, Acc: 0.967, Base Lr: 6.02e-03
2024-04-30 23:30:25 transreid.train INFO: Epoch[15] Iter[130/186] Loss: 0.429, Acc: 0.968, Base Lr: 6.02e-03
2024-04-30 23:30:32 transreid.train INFO: Epoch[15] Iter[140/186] Loss: 0.424, Acc: 0.969, Base Lr: 6.02e-03
2024-04-30 23:30:38 transreid.train INFO: Epoch[15] Iter[150/186] Loss: 0.421, Acc: 0.969, Base Lr: 6.02e-03
2024-04-30 23:30:45 transreid.train INFO: Epoch[15] Iter[160/186] Loss: 0.414, Acc: 0.970, Base Lr: 6.02e-03
2024-04-30 23:30:52 transreid.train INFO: Epoch[15] Iter[170/186] Loss: 0.411, Acc: 0.970, Base Lr: 6.02e-03
2024-04-30 23:30:59 transreid.train INFO: Epoch[15] Iter[180/186] Loss: 0.402, Acc: 0.970, Base Lr: 6.02e-03
2024-04-30 23:31:02 transreid.train INFO: Epoch 15 done. Time per epoch: 131.413[s] Speed: 89.1[samples/s]
2024-04-30 23:31:09 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 0.404, Acc: 0.958, Base Lr: 6.42e-03
2024-04-30 23:31:17 transreid.train INFO: Epoch[16] Iter[20/186] Loss: 0.401, Acc: 0.956, Base Lr: 6.42e-03
2024-04-30 23:31:24 transreid.train INFO: Epoch[16] Iter[30/186] Loss: 0.378, Acc: 0.963, Base Lr: 6.42e-03
2024-04-30 23:31:31 transreid.train INFO: Epoch[16] Iter[40/186] Loss: 0.388, Acc: 0.964, Base Lr: 6.42e-03
2024-04-30 23:31:38 transreid.train INFO: Epoch[16] Iter[50/186] Loss: 0.399, Acc: 0.962, Base Lr: 6.42e-03
2024-04-30 23:31:46 transreid.train INFO: Epoch[16] Iter[60/186] Loss: 0.394, Acc: 0.965, Base Lr: 6.42e-03
2024-04-30 23:31:53 transreid.train INFO: Epoch[16] Iter[70/186] Loss: 0.385, Acc: 0.966, Base Lr: 6.42e-03
2024-04-30 23:32:00 transreid.train INFO: Epoch[16] Iter[80/186] Loss: 0.384, Acc: 0.968, Base Lr: 6.42e-03
2024-04-30 23:32:07 transreid.train INFO: Epoch[16] Iter[90/186] Loss: 0.382, Acc: 0.967, Base Lr: 6.42e-03
2024-04-30 23:32:14 transreid.train INFO: Epoch[16] Iter[100/186] Loss: 0.371, Acc: 0.968, Base Lr: 6.42e-03
2024-04-30 23:32:21 transreid.train INFO: Epoch[16] Iter[110/186] Loss: 0.367, Acc: 0.969, Base Lr: 6.42e-03
2024-04-30 23:32:29 transreid.train INFO: Epoch[16] Iter[120/186] Loss: 0.361, Acc: 0.969, Base Lr: 6.42e-03
2024-04-30 23:32:36 transreid.train INFO: Epoch[16] Iter[130/186] Loss: 0.357, Acc: 0.970, Base Lr: 6.42e-03
2024-04-30 23:32:43 transreid.train INFO: Epoch[16] Iter[140/186] Loss: 0.352, Acc: 0.971, Base Lr: 6.42e-03
2024-04-30 23:32:50 transreid.train INFO: Epoch[16] Iter[150/186] Loss: 0.346, Acc: 0.971, Base Lr: 6.42e-03
2024-04-30 23:32:57 transreid.train INFO: Epoch[16] Iter[160/186] Loss: 0.340, Acc: 0.972, Base Lr: 6.42e-03
2024-04-30 23:33:04 transreid.train INFO: Epoch[16] Iter[170/186] Loss: 0.336, Acc: 0.973, Base Lr: 6.42e-03
2024-04-30 23:33:12 transreid.train INFO: Epoch[16] Iter[180/186] Loss: 0.332, Acc: 0.973, Base Lr: 6.42e-03
2024-04-30 23:33:14 transreid.train INFO: Epoch 16 done. Time per epoch: 132.080[s] Speed: 88.7[samples/s]
2024-04-30 23:33:22 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.318, Acc: 0.973, Base Lr: 6.81e-03
2024-04-30 23:33:29 transreid.train INFO: Epoch[17] Iter[20/186] Loss: 0.326, Acc: 0.975, Base Lr: 6.81e-03
2024-04-30 23:33:36 transreid.train INFO: Epoch[17] Iter[30/186] Loss: 0.360, Acc: 0.968, Base Lr: 6.81e-03
2024-04-30 23:33:43 transreid.train INFO: Epoch[17] Iter[40/186] Loss: 0.358, Acc: 0.970, Base Lr: 6.81e-03
2024-04-30 23:33:50 transreid.train INFO: Epoch[17] Iter[50/186] Loss: 0.358, Acc: 0.970, Base Lr: 6.81e-03
2024-04-30 23:33:57 transreid.train INFO: Epoch[17] Iter[60/186] Loss: 0.349, Acc: 0.971, Base Lr: 6.81e-03
2024-04-30 23:34:05 transreid.train INFO: Epoch[17] Iter[70/186] Loss: 0.345, Acc: 0.973, Base Lr: 6.81e-03
2024-04-30 23:34:12 transreid.train INFO: Epoch[17] Iter[80/186] Loss: 0.337, Acc: 0.975, Base Lr: 6.81e-03
2024-04-30 23:34:18 transreid.train INFO: Epoch[17] Iter[90/186] Loss: 0.328, Acc: 0.975, Base Lr: 6.81e-03
2024-04-30 23:34:25 transreid.train INFO: Epoch[17] Iter[100/186] Loss: 0.323, Acc: 0.975, Base Lr: 6.81e-03
2024-04-30 23:34:32 transreid.train INFO: Epoch[17] Iter[110/186] Loss: 0.314, Acc: 0.977, Base Lr: 6.81e-03
2024-04-30 23:34:39 transreid.train INFO: Epoch[17] Iter[120/186] Loss: 0.310, Acc: 0.976, Base Lr: 6.81e-03
2024-04-30 23:34:47 transreid.train INFO: Epoch[17] Iter[130/186] Loss: 0.306, Acc: 0.977, Base Lr: 6.81e-03
2024-04-30 23:34:54 transreid.train INFO: Epoch[17] Iter[140/186] Loss: 0.302, Acc: 0.976, Base Lr: 6.81e-03
2024-04-30 23:35:01 transreid.train INFO: Epoch[17] Iter[150/186] Loss: 0.300, Acc: 0.976, Base Lr: 6.81e-03
2024-04-30 23:35:08 transreid.train INFO: Epoch[17] Iter[160/186] Loss: 0.300, Acc: 0.976, Base Lr: 6.81e-03
2024-04-30 23:35:15 transreid.train INFO: Epoch[17] Iter[170/186] Loss: 0.293, Acc: 0.977, Base Lr: 6.81e-03
2024-04-30 23:35:22 transreid.train INFO: Epoch[17] Iter[180/186] Loss: 0.290, Acc: 0.978, Base Lr: 6.81e-03
2024-04-30 23:35:25 transreid.train INFO: Epoch 17 done. Time per epoch: 130.924[s] Speed: 89.5[samples/s]
2024-04-30 23:35:32 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.272, Acc: 0.977, Base Lr: 7.21e-03
2024-04-30 23:35:40 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 0.307, Acc: 0.977, Base Lr: 7.21e-03
2024-04-30 23:35:47 transreid.train INFO: Epoch[18] Iter[30/186] Loss: 0.337, Acc: 0.976, Base Lr: 7.21e-03
2024-04-30 23:35:54 transreid.train INFO: Epoch[18] Iter[40/186] Loss: 0.325, Acc: 0.979, Base Lr: 7.21e-03
2024-04-30 23:36:01 transreid.train INFO: Epoch[18] Iter[50/186] Loss: 0.316, Acc: 0.980, Base Lr: 7.21e-03
2024-04-30 23:36:08 transreid.train INFO: Epoch[18] Iter[60/186] Loss: 0.312, Acc: 0.978, Base Lr: 7.21e-03
2024-04-30 23:36:15 transreid.train INFO: Epoch[18] Iter[70/186] Loss: 0.309, Acc: 0.978, Base Lr: 7.21e-03
2024-04-30 23:36:22 transreid.train INFO: Epoch[18] Iter[80/186] Loss: 0.304, Acc: 0.979, Base Lr: 7.21e-03
2024-04-30 23:36:30 transreid.train INFO: Epoch[18] Iter[90/186] Loss: 0.304, Acc: 0.979, Base Lr: 7.21e-03
2024-04-30 23:36:37 transreid.train INFO: Epoch[18] Iter[100/186] Loss: 0.301, Acc: 0.979, Base Lr: 7.21e-03
2024-04-30 23:36:44 transreid.train INFO: Epoch[18] Iter[110/186] Loss: 0.301, Acc: 0.978, Base Lr: 7.21e-03
2024-04-30 23:36:51 transreid.train INFO: Epoch[18] Iter[120/186] Loss: 0.301, Acc: 0.978, Base Lr: 7.21e-03
2024-04-30 23:36:58 transreid.train INFO: Epoch[18] Iter[130/186] Loss: 0.298, Acc: 0.979, Base Lr: 7.21e-03
2024-04-30 23:37:05 transreid.train INFO: Epoch[18] Iter[140/186] Loss: 0.291, Acc: 0.979, Base Lr: 7.21e-03
2024-04-30 23:37:13 transreid.train INFO: Epoch[18] Iter[150/186] Loss: 0.287, Acc: 0.980, Base Lr: 7.21e-03
2024-04-30 23:37:20 transreid.train INFO: Epoch[18] Iter[160/186] Loss: 0.283, Acc: 0.981, Base Lr: 7.21e-03
2024-04-30 23:37:27 transreid.train INFO: Epoch[18] Iter[170/186] Loss: 0.277, Acc: 0.981, Base Lr: 7.21e-03
2024-04-30 23:37:34 transreid.train INFO: Epoch[18] Iter[180/186] Loss: 0.271, Acc: 0.982, Base Lr: 7.21e-03
2024-04-30 23:37:37 transreid.train INFO: Epoch 18 done. Time per epoch: 131.828[s] Speed: 88.8[samples/s]
2024-04-30 23:37:44 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.235, Acc: 0.980, Base Lr: 7.60e-03
2024-04-30 23:37:52 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 0.254, Acc: 0.980, Base Lr: 7.60e-03
2024-04-30 23:37:58 transreid.train INFO: Epoch[19] Iter[30/186] Loss: 0.263, Acc: 0.976, Base Lr: 7.60e-03
2024-04-30 23:38:05 transreid.train INFO: Epoch[19] Iter[40/186] Loss: 0.263, Acc: 0.975, Base Lr: 7.60e-03
2024-04-30 23:38:12 transreid.train INFO: Epoch[19] Iter[50/186] Loss: 0.280, Acc: 0.975, Base Lr: 7.60e-03
2024-04-30 23:38:19 transreid.train INFO: Epoch[19] Iter[60/186] Loss: 0.269, Acc: 0.977, Base Lr: 7.60e-03
2024-04-30 23:38:26 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 0.266, Acc: 0.979, Base Lr: 7.60e-03
2024-04-30 23:38:33 transreid.train INFO: Epoch[19] Iter[80/186] Loss: 0.267, Acc: 0.980, Base Lr: 7.60e-03
2024-04-30 23:38:40 transreid.train INFO: Epoch[19] Iter[90/186] Loss: 0.269, Acc: 0.979, Base Lr: 7.60e-03
2024-04-30 23:38:48 transreid.train INFO: Epoch[19] Iter[100/186] Loss: 0.261, Acc: 0.980, Base Lr: 7.60e-03
2024-04-30 23:38:55 transreid.train INFO: Epoch[19] Iter[110/186] Loss: 0.262, Acc: 0.981, Base Lr: 7.60e-03
2024-04-30 23:39:02 transreid.train INFO: Epoch[19] Iter[120/186] Loss: 0.262, Acc: 0.980, Base Lr: 7.60e-03
2024-04-30 23:39:09 transreid.train INFO: Epoch[19] Iter[130/186] Loss: 0.259, Acc: 0.981, Base Lr: 7.60e-03
2024-04-30 23:39:16 transreid.train INFO: Epoch[19] Iter[140/186] Loss: 0.257, Acc: 0.981, Base Lr: 7.60e-03
2024-04-30 23:39:23 transreid.train INFO: Epoch[19] Iter[150/186] Loss: 0.258, Acc: 0.981, Base Lr: 7.60e-03
2024-04-30 23:39:31 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 0.255, Acc: 0.981, Base Lr: 7.60e-03
2024-04-30 23:39:38 transreid.train INFO: Epoch[19] Iter[170/186] Loss: 0.251, Acc: 0.981, Base Lr: 7.60e-03
2024-04-30 23:39:45 transreid.train INFO: Epoch[19] Iter[180/186] Loss: 0.244, Acc: 0.982, Base Lr: 7.60e-03
2024-04-30 23:39:48 transreid.train INFO: Epoch 19 done. Time per epoch: 131.339[s] Speed: 89.7[samples/s]
2024-04-30 23:39:56 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.212, Acc: 0.986, Base Lr: 7.47e-03
2024-04-30 23:40:03 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.234, Acc: 0.981, Base Lr: 7.47e-03
2024-04-30 23:40:10 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 0.260, Acc: 0.977, Base Lr: 7.47e-03
2024-04-30 23:40:17 transreid.train INFO: Epoch[20] Iter[40/186] Loss: 0.262, Acc: 0.975, Base Lr: 7.47e-03
2024-04-30 23:40:24 transreid.train INFO: Epoch[20] Iter[50/186] Loss: 0.241, Acc: 0.979, Base Lr: 7.47e-03
2024-04-30 23:40:32 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 0.237, Acc: 0.980, Base Lr: 7.47e-03
2024-04-30 23:40:39 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.253, Acc: 0.978, Base Lr: 7.47e-03
2024-04-30 23:40:46 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.249, Acc: 0.979, Base Lr: 7.47e-03
2024-04-30 23:40:53 transreid.train INFO: Epoch[20] Iter[90/186] Loss: 0.247, Acc: 0.979, Base Lr: 7.47e-03
2024-04-30 23:41:00 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 0.247, Acc: 0.980, Base Lr: 7.47e-03
2024-04-30 23:41:08 transreid.train INFO: Epoch[20] Iter[110/186] Loss: 0.248, Acc: 0.980, Base Lr: 7.47e-03
2024-04-30 23:41:15 transreid.train INFO: Epoch[20] Iter[120/186] Loss: 0.253, Acc: 0.980, Base Lr: 7.47e-03
2024-04-30 23:41:22 transreid.train INFO: Epoch[20] Iter[130/186] Loss: 0.245, Acc: 0.981, Base Lr: 7.47e-03
2024-04-30 23:41:29 transreid.train INFO: Epoch[20] Iter[140/186] Loss: 0.244, Acc: 0.982, Base Lr: 7.47e-03
2024-04-30 23:41:36 transreid.train INFO: Epoch[20] Iter[150/186] Loss: 0.239, Acc: 0.982, Base Lr: 7.47e-03
2024-04-30 23:41:42 transreid.train INFO: Epoch[20] Iter[160/186] Loss: 0.237, Acc: 0.982, Base Lr: 7.47e-03
2024-04-30 23:41:49 transreid.train INFO: Epoch[20] Iter[170/186] Loss: 0.234, Acc: 0.982, Base Lr: 7.47e-03
2024-04-30 23:41:56 transreid.train INFO: Epoch[20] Iter[180/186] Loss: 0.230, Acc: 0.983, Base Lr: 7.47e-03
2024-04-30 23:41:59 transreid.train INFO: Epoch 20 done. Time per epoch: 130.758[s] Speed: 89.6[samples/s]
2024-04-30 23:43:19 transreid.train INFO: Validation Results - Epoch: 20
2024-04-30 23:43:19 transreid.train INFO: mAP: 76.2%
2024-04-30 23:43:19 transreid.train INFO: CMC curve, Rank-1  :89.7%
2024-04-30 23:43:19 transreid.train INFO: CMC curve, Rank-5  :96.3%
2024-04-30 23:43:19 transreid.train INFO: CMC curve, Rank-10 :97.5%
2024-04-30 23:43:27 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.311, Acc: 0.975, Base Lr: 7.41e-03
2024-04-30 23:43:34 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.300, Acc: 0.977, Base Lr: 7.41e-03
2024-04-30 23:43:42 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 0.318, Acc: 0.976, Base Lr: 7.41e-03
2024-04-30 23:43:49 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 0.301, Acc: 0.977, Base Lr: 7.41e-03
2024-04-30 23:43:56 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.272, Acc: 0.980, Base Lr: 7.41e-03
2024-04-30 23:44:03 transreid.train INFO: Epoch[21] Iter[60/186] Loss: 0.268, Acc: 0.978, Base Lr: 7.41e-03
2024-04-30 23:44:10 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.264, Acc: 0.979, Base Lr: 7.41e-03
2024-04-30 23:44:18 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 0.254, Acc: 0.980, Base Lr: 7.41e-03
2024-04-30 23:44:25 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.243, Acc: 0.982, Base Lr: 7.41e-03
2024-04-30 23:44:32 transreid.train INFO: Epoch[21] Iter[100/186] Loss: 0.235, Acc: 0.982, Base Lr: 7.41e-03
2024-04-30 23:44:39 transreid.train INFO: Epoch[21] Iter[110/186] Loss: 0.230, Acc: 0.983, Base Lr: 7.41e-03
2024-04-30 23:44:46 transreid.train INFO: Epoch[21] Iter[120/186] Loss: 0.229, Acc: 0.983, Base Lr: 7.41e-03
2024-04-30 23:44:53 transreid.train INFO: Epoch[21] Iter[130/186] Loss: 0.223, Acc: 0.983, Base Lr: 7.41e-03
2024-04-30 23:45:01 transreid.train INFO: Epoch[21] Iter[140/186] Loss: 0.223, Acc: 0.983, Base Lr: 7.41e-03
2024-04-30 23:45:08 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 0.219, Acc: 0.983, Base Lr: 7.41e-03
2024-04-30 23:45:15 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.217, Acc: 0.983, Base Lr: 7.41e-03
2024-04-30 23:45:21 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.215, Acc: 0.983, Base Lr: 7.41e-03
2024-04-30 23:45:28 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.212, Acc: 0.984, Base Lr: 7.41e-03
2024-04-30 23:45:31 transreid.train INFO: Epoch 21 done. Time per epoch: 131.554[s] Speed: 89.5[samples/s]
2024-04-30 23:45:39 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.243, Acc: 0.983, Base Lr: 7.36e-03
2024-04-30 23:45:46 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 0.230, Acc: 0.982, Base Lr: 7.36e-03
2024-04-30 23:45:53 transreid.train INFO: Epoch[22] Iter[30/186] Loss: 0.206, Acc: 0.982, Base Lr: 7.36e-03
2024-04-30 23:46:01 transreid.train INFO: Epoch[22] Iter[40/186] Loss: 0.197, Acc: 0.984, Base Lr: 7.36e-03
2024-04-30 23:46:08 transreid.train INFO: Epoch[22] Iter[50/186] Loss: 0.206, Acc: 0.983, Base Lr: 7.36e-03
2024-04-30 23:46:15 transreid.train INFO: Epoch[22] Iter[60/186] Loss: 0.206, Acc: 0.984, Base Lr: 7.36e-03
2024-04-30 23:46:22 transreid.train INFO: Epoch[22] Iter[70/186] Loss: 0.203, Acc: 0.984, Base Lr: 7.36e-03
2024-04-30 23:46:29 transreid.train INFO: Epoch[22] Iter[80/186] Loss: 0.207, Acc: 0.984, Base Lr: 7.36e-03
2024-04-30 23:46:36 transreid.train INFO: Epoch[22] Iter[90/186] Loss: 0.206, Acc: 0.985, Base Lr: 7.36e-03
2024-04-30 23:46:44 transreid.train INFO: Epoch[22] Iter[100/186] Loss: 0.211, Acc: 0.985, Base Lr: 7.36e-03
2024-04-30 23:46:51 transreid.train INFO: Epoch[22] Iter[110/186] Loss: 0.206, Acc: 0.984, Base Lr: 7.36e-03
2024-04-30 23:46:58 transreid.train INFO: Epoch[22] Iter[120/186] Loss: 0.204, Acc: 0.984, Base Lr: 7.36e-03
2024-04-30 23:47:06 transreid.train INFO: Epoch[22] Iter[130/186] Loss: 0.206, Acc: 0.984, Base Lr: 7.36e-03
2024-04-30 23:47:13 transreid.train INFO: Epoch[22] Iter[140/186] Loss: 0.203, Acc: 0.985, Base Lr: 7.36e-03
2024-04-30 23:47:20 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 0.198, Acc: 0.985, Base Lr: 7.36e-03
2024-04-30 23:47:27 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.198, Acc: 0.986, Base Lr: 7.36e-03
2024-04-30 23:47:34 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.195, Acc: 0.986, Base Lr: 7.36e-03
2024-04-30 23:47:42 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 0.191, Acc: 0.986, Base Lr: 7.36e-03
2024-04-30 23:47:44 transreid.train INFO: Epoch 22 done. Time per epoch: 132.766[s] Speed: 88.2[samples/s]
2024-04-30 23:47:52 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.202, Acc: 0.984, Base Lr: 7.30e-03
2024-04-30 23:47:59 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.191, Acc: 0.986, Base Lr: 7.30e-03
2024-04-30 23:48:06 transreid.train INFO: Epoch[23] Iter[30/186] Loss: 0.184, Acc: 0.987, Base Lr: 7.30e-03
2024-04-30 23:48:13 transreid.train INFO: Epoch[23] Iter[40/186] Loss: 0.183, Acc: 0.987, Base Lr: 7.30e-03
2024-04-30 23:48:21 transreid.train INFO: Epoch[23] Iter[50/186] Loss: 0.183, Acc: 0.989, Base Lr: 7.30e-03
2024-04-30 23:48:28 transreid.train INFO: Epoch[23] Iter[60/186] Loss: 0.182, Acc: 0.989, Base Lr: 7.30e-03
2024-04-30 23:48:35 transreid.train INFO: Epoch[23] Iter[70/186] Loss: 0.181, Acc: 0.989, Base Lr: 7.30e-03
2024-04-30 23:48:42 transreid.train INFO: Epoch[23] Iter[80/186] Loss: 0.182, Acc: 0.988, Base Lr: 7.30e-03
2024-04-30 23:48:49 transreid.train INFO: Epoch[23] Iter[90/186] Loss: 0.177, Acc: 0.989, Base Lr: 7.30e-03
2024-04-30 23:48:56 transreid.train INFO: Epoch[23] Iter[100/186] Loss: 0.175, Acc: 0.989, Base Lr: 7.30e-03
2024-04-30 23:49:03 transreid.train INFO: Epoch[23] Iter[110/186] Loss: 0.173, Acc: 0.989, Base Lr: 7.30e-03
2024-04-30 23:49:10 transreid.train INFO: Epoch[23] Iter[120/186] Loss: 0.178, Acc: 0.989, Base Lr: 7.30e-03
2024-04-30 23:49:17 transreid.train INFO: Epoch[23] Iter[130/186] Loss: 0.175, Acc: 0.989, Base Lr: 7.30e-03
2024-04-30 23:49:24 transreid.train INFO: Epoch[23] Iter[140/186] Loss: 0.171, Acc: 0.990, Base Lr: 7.30e-03
2024-04-30 23:49:31 transreid.train INFO: Epoch[23] Iter[150/186] Loss: 0.170, Acc: 0.990, Base Lr: 7.30e-03
2024-04-30 23:49:39 transreid.train INFO: Epoch[23] Iter[160/186] Loss: 0.168, Acc: 0.990, Base Lr: 7.30e-03
2024-04-30 23:49:46 transreid.train INFO: Epoch[23] Iter[170/186] Loss: 0.166, Acc: 0.990, Base Lr: 7.30e-03
2024-04-30 23:49:53 transreid.train INFO: Epoch[23] Iter[180/186] Loss: 0.164, Acc: 0.990, Base Lr: 7.30e-03
2024-04-30 23:49:55 transreid.train INFO: Epoch 23 done. Time per epoch: 131.409[s] Speed: 89.1[samples/s]
2024-04-30 23:50:03 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.215, Acc: 0.989, Base Lr: 7.24e-03
2024-04-30 23:50:10 transreid.train INFO: Epoch[24] Iter[20/186] Loss: 0.218, Acc: 0.986, Base Lr: 7.24e-03
2024-04-30 23:50:17 transreid.train INFO: Epoch[24] Iter[30/186] Loss: 0.202, Acc: 0.985, Base Lr: 7.24e-03
2024-04-30 23:50:25 transreid.train INFO: Epoch[24] Iter[40/186] Loss: 0.199, Acc: 0.985, Base Lr: 7.24e-03
2024-04-30 23:50:32 transreid.train INFO: Epoch[24] Iter[50/186] Loss: 0.198, Acc: 0.984, Base Lr: 7.24e-03
2024-04-30 23:50:39 transreid.train INFO: Epoch[24] Iter[60/186] Loss: 0.197, Acc: 0.985, Base Lr: 7.24e-03
2024-04-30 23:50:46 transreid.train INFO: Epoch[24] Iter[70/186] Loss: 0.194, Acc: 0.985, Base Lr: 7.24e-03
2024-04-30 23:50:53 transreid.train INFO: Epoch[24] Iter[80/186] Loss: 0.190, Acc: 0.986, Base Lr: 7.24e-03
2024-04-30 23:51:01 transreid.train INFO: Epoch[24] Iter[90/186] Loss: 0.192, Acc: 0.986, Base Lr: 7.24e-03
2024-04-30 23:51:08 transreid.train INFO: Epoch[24] Iter[100/186] Loss: 0.187, Acc: 0.987, Base Lr: 7.24e-03
2024-04-30 23:51:15 transreid.train INFO: Epoch[24] Iter[110/186] Loss: 0.180, Acc: 0.987, Base Lr: 7.24e-03
2024-04-30 23:51:22 transreid.train INFO: Epoch[24] Iter[120/186] Loss: 0.178, Acc: 0.988, Base Lr: 7.24e-03
2024-04-30 23:51:30 transreid.train INFO: Epoch[24] Iter[130/186] Loss: 0.173, Acc: 0.988, Base Lr: 7.24e-03
2024-04-30 23:51:37 transreid.train INFO: Epoch[24] Iter[140/186] Loss: 0.170, Acc: 0.989, Base Lr: 7.24e-03
2024-04-30 23:51:44 transreid.train INFO: Epoch[24] Iter[150/186] Loss: 0.166, Acc: 0.989, Base Lr: 7.24e-03
2024-04-30 23:51:51 transreid.train INFO: Epoch[24] Iter[160/186] Loss: 0.163, Acc: 0.989, Base Lr: 7.24e-03
2024-04-30 23:51:58 transreid.train INFO: Epoch[24] Iter[170/186] Loss: 0.162, Acc: 0.990, Base Lr: 7.24e-03
2024-04-30 23:52:05 transreid.train INFO: Epoch[24] Iter[180/186] Loss: 0.158, Acc: 0.990, Base Lr: 7.24e-03
2024-04-30 23:52:08 transreid.train INFO: Epoch 24 done. Time per epoch: 132.996[s] Speed: 88.5[samples/s]
2024-04-30 23:52:16 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.154, Acc: 0.986, Base Lr: 7.18e-03
2024-04-30 23:52:23 transreid.train INFO: Epoch[25] Iter[20/186] Loss: 0.151, Acc: 0.987, Base Lr: 7.18e-03
2024-04-30 23:52:31 transreid.train INFO: Epoch[25] Iter[30/186] Loss: 0.136, Acc: 0.988, Base Lr: 7.18e-03
2024-04-30 23:52:37 transreid.train INFO: Epoch[25] Iter[40/186] Loss: 0.139, Acc: 0.989, Base Lr: 7.18e-03
2024-04-30 23:52:44 transreid.train INFO: Epoch[25] Iter[50/186] Loss: 0.139, Acc: 0.990, Base Lr: 7.18e-03
2024-04-30 23:52:51 transreid.train INFO: Epoch[25] Iter[60/186] Loss: 0.137, Acc: 0.990, Base Lr: 7.18e-03
2024-04-30 23:52:58 transreid.train INFO: Epoch[25] Iter[70/186] Loss: 0.138, Acc: 0.991, Base Lr: 7.18e-03
2024-04-30 23:53:06 transreid.train INFO: Epoch[25] Iter[80/186] Loss: 0.143, Acc: 0.991, Base Lr: 7.18e-03
2024-04-30 23:53:13 transreid.train INFO: Epoch[25] Iter[90/186] Loss: 0.146, Acc: 0.991, Base Lr: 7.18e-03
2024-04-30 23:53:20 transreid.train INFO: Epoch[25] Iter[100/186] Loss: 0.143, Acc: 0.991, Base Lr: 7.18e-03
2024-04-30 23:53:27 transreid.train INFO: Epoch[25] Iter[110/186] Loss: 0.139, Acc: 0.992, Base Lr: 7.18e-03
2024-04-30 23:53:34 transreid.train INFO: Epoch[25] Iter[120/186] Loss: 0.140, Acc: 0.992, Base Lr: 7.18e-03
2024-04-30 23:53:41 transreid.train INFO: Epoch[25] Iter[130/186] Loss: 0.143, Acc: 0.992, Base Lr: 7.18e-03
2024-04-30 23:53:48 transreid.train INFO: Epoch[25] Iter[140/186] Loss: 0.146, Acc: 0.992, Base Lr: 7.18e-03
2024-04-30 23:53:55 transreid.train INFO: Epoch[25] Iter[150/186] Loss: 0.145, Acc: 0.992, Base Lr: 7.18e-03
2024-04-30 23:54:03 transreid.train INFO: Epoch[25] Iter[160/186] Loss: 0.142, Acc: 0.992, Base Lr: 7.18e-03
2024-04-30 23:54:10 transreid.train INFO: Epoch[25] Iter[170/186] Loss: 0.141, Acc: 0.992, Base Lr: 7.18e-03
2024-04-30 23:54:17 transreid.train INFO: Epoch[25] Iter[180/186] Loss: 0.142, Acc: 0.992, Base Lr: 7.18e-03
2024-04-30 23:54:19 transreid.train INFO: Epoch 25 done. Time per epoch: 131.096[s] Speed: 89.3[samples/s]
2024-04-30 23:54:27 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.180, Acc: 0.989, Base Lr: 7.11e-03
2024-04-30 23:54:34 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 0.165, Acc: 0.990, Base Lr: 7.11e-03
2024-04-30 23:54:42 transreid.train INFO: Epoch[26] Iter[30/186] Loss: 0.144, Acc: 0.990, Base Lr: 7.11e-03
2024-04-30 23:54:49 transreid.train INFO: Epoch[26] Iter[40/186] Loss: 0.166, Acc: 0.991, Base Lr: 7.11e-03
2024-04-30 23:54:56 transreid.train INFO: Epoch[26] Iter[50/186] Loss: 0.161, Acc: 0.991, Base Lr: 7.11e-03
2024-04-30 23:55:03 transreid.train INFO: Epoch[26] Iter[60/186] Loss: 0.164, Acc: 0.991, Base Lr: 7.11e-03
2024-04-30 23:55:10 transreid.train INFO: Epoch[26] Iter[70/186] Loss: 0.156, Acc: 0.991, Base Lr: 7.11e-03
2024-04-30 23:55:17 transreid.train INFO: Epoch[26] Iter[80/186] Loss: 0.154, Acc: 0.991, Base Lr: 7.11e-03
2024-04-30 23:55:25 transreid.train INFO: Epoch[26] Iter[90/186] Loss: 0.154, Acc: 0.991, Base Lr: 7.11e-03
2024-04-30 23:55:32 transreid.train INFO: Epoch[26] Iter[100/186] Loss: 0.155, Acc: 0.991, Base Lr: 7.11e-03
2024-04-30 23:55:39 transreid.train INFO: Epoch[26] Iter[110/186] Loss: 0.156, Acc: 0.990, Base Lr: 7.11e-03
2024-04-30 23:55:46 transreid.train INFO: Epoch[26] Iter[120/186] Loss: 0.159, Acc: 0.990, Base Lr: 7.11e-03
2024-04-30 23:55:53 transreid.train INFO: Epoch[26] Iter[130/186] Loss: 0.159, Acc: 0.990, Base Lr: 7.11e-03
2024-04-30 23:56:00 transreid.train INFO: Epoch[26] Iter[140/186] Loss: 0.156, Acc: 0.990, Base Lr: 7.11e-03
2024-04-30 23:56:08 transreid.train INFO: Epoch[26] Iter[150/186] Loss: 0.154, Acc: 0.991, Base Lr: 7.11e-03
2024-04-30 23:56:15 transreid.train INFO: Epoch[26] Iter[160/186] Loss: 0.149, Acc: 0.991, Base Lr: 7.11e-03
2024-04-30 23:56:21 transreid.train INFO: Epoch[26] Iter[170/186] Loss: 0.145, Acc: 0.991, Base Lr: 7.11e-03
2024-04-30 23:56:28 transreid.train INFO: Epoch[26] Iter[180/186] Loss: 0.143, Acc: 0.991, Base Lr: 7.11e-03
2024-04-30 23:56:30 transreid.train INFO: Epoch 26 done. Time per epoch: 130.794[s] Speed: 89.5[samples/s]
2024-04-30 23:56:38 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.142, Acc: 0.991, Base Lr: 7.04e-03
2024-04-30 23:56:45 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.160, Acc: 0.991, Base Lr: 7.04e-03
2024-04-30 23:56:52 transreid.train INFO: Epoch[27] Iter[30/186] Loss: 0.154, Acc: 0.990, Base Lr: 7.04e-03
2024-04-30 23:56:59 transreid.train INFO: Epoch[27] Iter[40/186] Loss: 0.145, Acc: 0.989, Base Lr: 7.04e-03
2024-04-30 23:57:07 transreid.train INFO: Epoch[27] Iter[50/186] Loss: 0.148, Acc: 0.989, Base Lr: 7.04e-03
2024-04-30 23:57:14 transreid.train INFO: Epoch[27] Iter[60/186] Loss: 0.154, Acc: 0.990, Base Lr: 7.04e-03
2024-04-30 23:57:21 transreid.train INFO: Epoch[27] Iter[70/186] Loss: 0.156, Acc: 0.989, Base Lr: 7.04e-03
2024-04-30 23:57:28 transreid.train INFO: Epoch[27] Iter[80/186] Loss: 0.157, Acc: 0.989, Base Lr: 7.04e-03
2024-04-30 23:57:35 transreid.train INFO: Epoch[27] Iter[90/186] Loss: 0.160, Acc: 0.989, Base Lr: 7.04e-03
2024-04-30 23:57:43 transreid.train INFO: Epoch[27] Iter[100/186] Loss: 0.155, Acc: 0.990, Base Lr: 7.04e-03
2024-04-30 23:57:50 transreid.train INFO: Epoch[27] Iter[110/186] Loss: 0.150, Acc: 0.990, Base Lr: 7.04e-03
2024-04-30 23:57:57 transreid.train INFO: Epoch[27] Iter[120/186] Loss: 0.148, Acc: 0.990, Base Lr: 7.04e-03
2024-04-30 23:58:04 transreid.train INFO: Epoch[27] Iter[130/186] Loss: 0.146, Acc: 0.990, Base Lr: 7.04e-03
2024-04-30 23:58:11 transreid.train INFO: Epoch[27] Iter[140/186] Loss: 0.142, Acc: 0.991, Base Lr: 7.04e-03
2024-04-30 23:58:19 transreid.train INFO: Epoch[27] Iter[150/186] Loss: 0.144, Acc: 0.991, Base Lr: 7.04e-03
2024-04-30 23:58:26 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 0.142, Acc: 0.990, Base Lr: 7.04e-03
2024-04-30 23:58:33 transreid.train INFO: Epoch[27] Iter[170/186] Loss: 0.139, Acc: 0.991, Base Lr: 7.04e-03
2024-04-30 23:58:40 transreid.train INFO: Epoch[27] Iter[180/186] Loss: 0.136, Acc: 0.991, Base Lr: 7.04e-03
2024-04-30 23:58:42 transreid.train INFO: Epoch 27 done. Time per epoch: 132.097[s] Speed: 88.7[samples/s]
2024-04-30 23:58:50 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.103, Acc: 0.998, Base Lr: 6.97e-03
2024-04-30 23:58:57 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.109, Acc: 0.995, Base Lr: 6.97e-03
2024-04-30 23:59:04 transreid.train INFO: Epoch[28] Iter[30/186] Loss: 0.110, Acc: 0.995, Base Lr: 6.97e-03
2024-04-30 23:59:11 transreid.train INFO: Epoch[28] Iter[40/186] Loss: 0.114, Acc: 0.993, Base Lr: 6.97e-03
2024-04-30 23:59:19 transreid.train INFO: Epoch[28] Iter[50/186] Loss: 0.113, Acc: 0.993, Base Lr: 6.97e-03
2024-04-30 23:59:26 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 0.114, Acc: 0.993, Base Lr: 6.97e-03
2024-04-30 23:59:33 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 0.115, Acc: 0.993, Base Lr: 6.97e-03
2024-04-30 23:59:40 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 0.115, Acc: 0.993, Base Lr: 6.97e-03
2024-04-30 23:59:47 transreid.train INFO: Epoch[28] Iter[90/186] Loss: 0.110, Acc: 0.993, Base Lr: 6.97e-03
2024-04-30 23:59:55 transreid.train INFO: Epoch[28] Iter[100/186] Loss: 0.108, Acc: 0.993, Base Lr: 6.97e-03
2024-05-01 00:00:00 transreid.train INFO: Epoch[28] Iter[110/186] Loss: 0.109, Acc: 0.993, Base Lr: 6.97e-03
2024-05-01 00:00:08 transreid.train INFO: Epoch[28] Iter[120/186] Loss: 0.110, Acc: 0.993, Base Lr: 6.97e-03
2024-05-01 00:00:15 transreid.train INFO: Epoch[28] Iter[130/186] Loss: 0.112, Acc: 0.992, Base Lr: 6.97e-03
2024-05-01 00:00:22 transreid.train INFO: Epoch[28] Iter[140/186] Loss: 0.114, Acc: 0.992, Base Lr: 6.97e-03
2024-05-01 00:00:29 transreid.train INFO: Epoch[28] Iter[150/186] Loss: 0.112, Acc: 0.993, Base Lr: 6.97e-03
2024-05-01 00:00:36 transreid.train INFO: Epoch[28] Iter[160/186] Loss: 0.111, Acc: 0.993, Base Lr: 6.97e-03
2024-05-01 00:00:43 transreid.train INFO: Epoch[28] Iter[170/186] Loss: 0.114, Acc: 0.993, Base Lr: 6.97e-03
2024-05-01 00:00:51 transreid.train INFO: Epoch[28] Iter[180/186] Loss: 0.112, Acc: 0.993, Base Lr: 6.97e-03
2024-05-01 00:00:53 transreid.train INFO: Epoch 28 done. Time per epoch: 130.612[s] Speed: 89.7[samples/s]
2024-05-01 00:01:01 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.141, Acc: 0.992, Base Lr: 6.90e-03
2024-05-01 00:01:08 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 0.138, Acc: 0.991, Base Lr: 6.90e-03
2024-05-01 00:01:15 transreid.train INFO: Epoch[29] Iter[30/186] Loss: 0.141, Acc: 0.993, Base Lr: 6.90e-03
2024-05-01 00:01:22 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 0.143, Acc: 0.990, Base Lr: 6.90e-03
2024-05-01 00:01:30 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 0.140, Acc: 0.990, Base Lr: 6.90e-03
2024-05-01 00:01:37 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 0.137, Acc: 0.990, Base Lr: 6.90e-03
2024-05-01 00:01:44 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.132, Acc: 0.990, Base Lr: 6.90e-03
2024-05-01 00:01:51 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.133, Acc: 0.990, Base Lr: 6.90e-03
2024-05-01 00:01:58 transreid.train INFO: Epoch[29] Iter[90/186] Loss: 0.133, Acc: 0.990, Base Lr: 6.90e-03
2024-05-01 00:02:06 transreid.train INFO: Epoch[29] Iter[100/186] Loss: 0.128, Acc: 0.991, Base Lr: 6.90e-03
2024-05-01 00:02:13 transreid.train INFO: Epoch[29] Iter[110/186] Loss: 0.127, Acc: 0.991, Base Lr: 6.90e-03
2024-05-01 00:02:20 transreid.train INFO: Epoch[29] Iter[120/186] Loss: 0.126, Acc: 0.991, Base Lr: 6.90e-03
2024-05-01 00:02:27 transreid.train INFO: Epoch[29] Iter[130/186] Loss: 0.120, Acc: 0.992, Base Lr: 6.90e-03
2024-05-01 00:02:34 transreid.train INFO: Epoch[29] Iter[140/186] Loss: 0.119, Acc: 0.991, Base Lr: 6.90e-03
2024-05-01 00:02:41 transreid.train INFO: Epoch[29] Iter[150/186] Loss: 0.116, Acc: 0.992, Base Lr: 6.90e-03
2024-05-01 00:02:49 transreid.train INFO: Epoch[29] Iter[160/186] Loss: 0.114, Acc: 0.992, Base Lr: 6.90e-03
2024-05-01 00:02:56 transreid.train INFO: Epoch[29] Iter[170/186] Loss: 0.112, Acc: 0.992, Base Lr: 6.90e-03
2024-05-01 00:03:03 transreid.train INFO: Epoch[29] Iter[180/186] Loss: 0.111, Acc: 0.992, Base Lr: 6.90e-03
2024-05-01 00:03:05 transreid.train INFO: Epoch 29 done. Time per epoch: 132.394[s] Speed: 88.5[samples/s]
2024-05-01 00:03:13 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.147, Acc: 0.991, Base Lr: 6.83e-03
2024-05-01 00:03:20 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.124, Acc: 0.993, Base Lr: 6.83e-03
2024-05-01 00:03:27 transreid.train INFO: Epoch[30] Iter[30/186] Loss: 0.118, Acc: 0.994, Base Lr: 6.83e-03
2024-05-01 00:03:35 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 0.121, Acc: 0.993, Base Lr: 6.83e-03
2024-05-01 00:03:40 transreid.train INFO: Epoch[30] Iter[50/186] Loss: 0.124, Acc: 0.993, Base Lr: 6.83e-03
2024-05-01 00:03:48 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 0.121, Acc: 0.993, Base Lr: 6.83e-03
2024-05-01 00:03:55 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.123, Acc: 0.992, Base Lr: 6.83e-03
2024-05-01 00:04:02 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.122, Acc: 0.992, Base Lr: 6.83e-03
2024-05-01 00:04:09 transreid.train INFO: Epoch[30] Iter[90/186] Loss: 0.125, Acc: 0.992, Base Lr: 6.83e-03
2024-05-01 00:04:16 transreid.train INFO: Epoch[30] Iter[100/186] Loss: 0.121, Acc: 0.993, Base Lr: 6.83e-03
2024-05-01 00:04:23 transreid.train INFO: Epoch[30] Iter[110/186] Loss: 0.119, Acc: 0.993, Base Lr: 6.83e-03
2024-05-01 00:04:31 transreid.train INFO: Epoch[30] Iter[120/186] Loss: 0.117, Acc: 0.993, Base Lr: 6.83e-03
2024-05-01 00:04:38 transreid.train INFO: Epoch[30] Iter[130/186] Loss: 0.116, Acc: 0.993, Base Lr: 6.83e-03
2024-05-01 00:04:45 transreid.train INFO: Epoch[30] Iter[140/186] Loss: 0.116, Acc: 0.993, Base Lr: 6.83e-03
2024-05-01 00:04:52 transreid.train INFO: Epoch[30] Iter[150/186] Loss: 0.113, Acc: 0.993, Base Lr: 6.83e-03
2024-05-01 00:04:59 transreid.train INFO: Epoch[30] Iter[160/186] Loss: 0.115, Acc: 0.993, Base Lr: 6.83e-03
2024-05-01 00:05:06 transreid.train INFO: Epoch[30] Iter[170/186] Loss: 0.114, Acc: 0.993, Base Lr: 6.83e-03
2024-05-01 00:05:14 transreid.train INFO: Epoch[30] Iter[180/186] Loss: 0.113, Acc: 0.993, Base Lr: 6.83e-03
2024-05-01 00:05:17 transreid.train INFO: Epoch 30 done. Time per epoch: 131.421[s] Speed: 89.6[samples/s]
2024-05-01 00:05:25 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.106, Acc: 0.998, Base Lr: 6.76e-03
2024-05-01 00:05:32 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 0.106, Acc: 0.998, Base Lr: 6.76e-03
2024-05-01 00:05:39 transreid.train INFO: Epoch[31] Iter[30/186] Loss: 0.114, Acc: 0.997, Base Lr: 6.76e-03
2024-05-01 00:05:46 transreid.train INFO: Epoch[31] Iter[40/186] Loss: 0.113, Acc: 0.996, Base Lr: 6.76e-03
2024-05-01 00:05:53 transreid.train INFO: Epoch[31] Iter[50/186] Loss: 0.110, Acc: 0.996, Base Lr: 6.76e-03
2024-05-01 00:06:00 transreid.train INFO: Epoch[31] Iter[60/186] Loss: 0.111, Acc: 0.996, Base Lr: 6.76e-03
2024-05-01 00:06:08 transreid.train INFO: Epoch[31] Iter[70/186] Loss: 0.113, Acc: 0.995, Base Lr: 6.76e-03
2024-05-01 00:06:15 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 0.110, Acc: 0.995, Base Lr: 6.76e-03
2024-05-01 00:06:22 transreid.train INFO: Epoch[31] Iter[90/186] Loss: 0.109, Acc: 0.995, Base Lr: 6.76e-03
2024-05-01 00:06:29 transreid.train INFO: Epoch[31] Iter[100/186] Loss: 0.107, Acc: 0.995, Base Lr: 6.76e-03
2024-05-01 00:06:36 transreid.train INFO: Epoch[31] Iter[110/186] Loss: 0.110, Acc: 0.995, Base Lr: 6.76e-03
2024-05-01 00:06:44 transreid.train INFO: Epoch[31] Iter[120/186] Loss: 0.109, Acc: 0.995, Base Lr: 6.76e-03
2024-05-01 00:06:51 transreid.train INFO: Epoch[31] Iter[130/186] Loss: 0.110, Acc: 0.995, Base Lr: 6.76e-03
2024-05-01 00:06:58 transreid.train INFO: Epoch[31] Iter[140/186] Loss: 0.109, Acc: 0.995, Base Lr: 6.76e-03
2024-05-01 00:07:05 transreid.train INFO: Epoch[31] Iter[150/186] Loss: 0.110, Acc: 0.994, Base Lr: 6.76e-03
2024-05-01 00:07:12 transreid.train INFO: Epoch[31] Iter[160/186] Loss: 0.110, Acc: 0.995, Base Lr: 6.76e-03
2024-05-01 00:07:19 transreid.train INFO: Epoch[31] Iter[170/186] Loss: 0.108, Acc: 0.995, Base Lr: 6.76e-03
2024-05-01 00:07:25 transreid.train INFO: Epoch[31] Iter[180/186] Loss: 0.106, Acc: 0.995, Base Lr: 6.76e-03
2024-05-01 00:07:27 transreid.train INFO: Epoch 31 done. Time per epoch: 130.159[s] Speed: 89.5[samples/s]
2024-05-01 00:07:35 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.067, Acc: 0.997, Base Lr: 6.68e-03
2024-05-01 00:07:42 transreid.train INFO: Epoch[32] Iter[20/186] Loss: 0.094, Acc: 0.995, Base Lr: 6.68e-03
2024-05-01 00:07:49 transreid.train INFO: Epoch[32] Iter[30/186] Loss: 0.094, Acc: 0.996, Base Lr: 6.68e-03
2024-05-01 00:07:56 transreid.train INFO: Epoch[32] Iter[40/186] Loss: 0.095, Acc: 0.996, Base Lr: 6.68e-03
2024-05-01 00:08:03 transreid.train INFO: Epoch[32] Iter[50/186] Loss: 0.104, Acc: 0.996, Base Lr: 6.68e-03
2024-05-01 00:08:10 transreid.train INFO: Epoch[32] Iter[60/186] Loss: 0.104, Acc: 0.995, Base Lr: 6.68e-03
2024-05-01 00:08:18 transreid.train INFO: Epoch[32] Iter[70/186] Loss: 0.099, Acc: 0.996, Base Lr: 6.68e-03
2024-05-01 00:08:25 transreid.train INFO: Epoch[32] Iter[80/186] Loss: 0.102, Acc: 0.995, Base Lr: 6.68e-03
2024-05-01 00:08:32 transreid.train INFO: Epoch[32] Iter[90/186] Loss: 0.101, Acc: 0.995, Base Lr: 6.68e-03
2024-05-01 00:08:39 transreid.train INFO: Epoch[32] Iter[100/186] Loss: 0.100, Acc: 0.995, Base Lr: 6.68e-03
2024-05-01 00:08:46 transreid.train INFO: Epoch[32] Iter[110/186] Loss: 0.099, Acc: 0.995, Base Lr: 6.68e-03
2024-05-01 00:08:53 transreid.train INFO: Epoch[32] Iter[120/186] Loss: 0.095, Acc: 0.995, Base Lr: 6.68e-03
2024-05-01 00:09:00 transreid.train INFO: Epoch[32] Iter[130/186] Loss: 0.095, Acc: 0.995, Base Lr: 6.68e-03
2024-05-01 00:09:08 transreid.train INFO: Epoch[32] Iter[140/186] Loss: 0.095, Acc: 0.995, Base Lr: 6.68e-03
2024-05-01 00:09:15 transreid.train INFO: Epoch[32] Iter[150/186] Loss: 0.094, Acc: 0.994, Base Lr: 6.68e-03
2024-05-01 00:09:22 transreid.train INFO: Epoch[32] Iter[160/186] Loss: 0.093, Acc: 0.994, Base Lr: 6.68e-03
2024-05-01 00:09:29 transreid.train INFO: Epoch[32] Iter[170/186] Loss: 0.092, Acc: 0.994, Base Lr: 6.68e-03
2024-05-01 00:09:36 transreid.train INFO: Epoch[32] Iter[180/186] Loss: 0.091, Acc: 0.994, Base Lr: 6.68e-03
2024-05-01 00:09:38 transreid.train INFO: Epoch 32 done. Time per epoch: 131.662[s] Speed: 89.0[samples/s]
2024-05-01 00:09:46 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.114, Acc: 0.991, Base Lr: 6.60e-03
2024-05-01 00:09:54 transreid.train INFO: Epoch[33] Iter[20/186] Loss: 0.118, Acc: 0.991, Base Lr: 6.60e-03
2024-05-01 00:10:01 transreid.train INFO: Epoch[33] Iter[30/186] Loss: 0.105, Acc: 0.993, Base Lr: 6.60e-03
2024-05-01 00:10:08 transreid.train INFO: Epoch[33] Iter[40/186] Loss: 0.108, Acc: 0.994, Base Lr: 6.60e-03
2024-05-01 00:10:15 transreid.train INFO: Epoch[33] Iter[50/186] Loss: 0.101, Acc: 0.994, Base Lr: 6.60e-03
2024-05-01 00:10:22 transreid.train INFO: Epoch[33] Iter[60/186] Loss: 0.097, Acc: 0.995, Base Lr: 6.60e-03
2024-05-01 00:10:29 transreid.train INFO: Epoch[33] Iter[70/186] Loss: 0.101, Acc: 0.995, Base Lr: 6.60e-03
2024-05-01 00:10:37 transreid.train INFO: Epoch[33] Iter[80/186] Loss: 0.101, Acc: 0.995, Base Lr: 6.60e-03
2024-05-01 00:10:44 transreid.train INFO: Epoch[33] Iter[90/186] Loss: 0.102, Acc: 0.995, Base Lr: 6.60e-03
2024-05-01 00:10:51 transreid.train INFO: Epoch[33] Iter[100/186] Loss: 0.099, Acc: 0.995, Base Lr: 6.60e-03
2024-05-01 00:10:58 transreid.train INFO: Epoch[33] Iter[110/186] Loss: 0.098, Acc: 0.995, Base Lr: 6.60e-03
2024-05-01 00:11:04 transreid.train INFO: Epoch[33] Iter[120/186] Loss: 0.096, Acc: 0.995, Base Lr: 6.60e-03
2024-05-01 00:11:11 transreid.train INFO: Epoch[33] Iter[130/186] Loss: 0.096, Acc: 0.995, Base Lr: 6.60e-03
2024-05-01 00:11:18 transreid.train INFO: Epoch[33] Iter[140/186] Loss: 0.094, Acc: 0.995, Base Lr: 6.60e-03
2024-05-01 00:11:25 transreid.train INFO: Epoch[33] Iter[150/186] Loss: 0.091, Acc: 0.995, Base Lr: 6.60e-03
2024-05-01 00:11:33 transreid.train INFO: Epoch[33] Iter[160/186] Loss: 0.091, Acc: 0.995, Base Lr: 6.60e-03
2024-05-01 00:11:40 transreid.train INFO: Epoch[33] Iter[170/186] Loss: 0.090, Acc: 0.995, Base Lr: 6.60e-03
2024-05-01 00:11:47 transreid.train INFO: Epoch[33] Iter[180/186] Loss: 0.089, Acc: 0.995, Base Lr: 6.60e-03
2024-05-01 00:11:50 transreid.train INFO: Epoch 33 done. Time per epoch: 131.559[s] Speed: 89.5[samples/s]
2024-05-01 00:11:58 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.091, Acc: 0.995, Base Lr: 6.52e-03
2024-05-01 00:12:05 transreid.train INFO: Epoch[34] Iter[20/186] Loss: 0.100, Acc: 0.995, Base Lr: 6.52e-03
2024-05-01 00:12:12 transreid.train INFO: Epoch[34] Iter[30/186] Loss: 0.102, Acc: 0.995, Base Lr: 6.52e-03
2024-05-01 00:12:19 transreid.train INFO: Epoch[34] Iter[40/186] Loss: 0.101, Acc: 0.993, Base Lr: 6.52e-03
2024-05-01 00:12:27 transreid.train INFO: Epoch[34] Iter[50/186] Loss: 0.099, Acc: 0.993, Base Lr: 6.52e-03
2024-05-01 00:12:34 transreid.train INFO: Epoch[34] Iter[60/186] Loss: 0.099, Acc: 0.993, Base Lr: 6.52e-03
2024-05-01 00:12:41 transreid.train INFO: Epoch[34] Iter[70/186] Loss: 0.096, Acc: 0.994, Base Lr: 6.52e-03
2024-05-01 00:12:48 transreid.train INFO: Epoch[34] Iter[80/186] Loss: 0.093, Acc: 0.994, Base Lr: 6.52e-03
2024-05-01 00:12:55 transreid.train INFO: Epoch[34] Iter[90/186] Loss: 0.096, Acc: 0.993, Base Lr: 6.52e-03
2024-05-01 00:13:02 transreid.train INFO: Epoch[34] Iter[100/186] Loss: 0.095, Acc: 0.993, Base Lr: 6.52e-03
2024-05-01 00:13:09 transreid.train INFO: Epoch[34] Iter[110/186] Loss: 0.095, Acc: 0.993, Base Lr: 6.52e-03
2024-05-01 00:13:17 transreid.train INFO: Epoch[34] Iter[120/186] Loss: 0.093, Acc: 0.993, Base Lr: 6.52e-03
2024-05-01 00:13:24 transreid.train INFO: Epoch[34] Iter[130/186] Loss: 0.092, Acc: 0.993, Base Lr: 6.52e-03
2024-05-01 00:13:31 transreid.train INFO: Epoch[34] Iter[140/186] Loss: 0.093, Acc: 0.993, Base Lr: 6.52e-03
2024-05-01 00:13:38 transreid.train INFO: Epoch[34] Iter[150/186] Loss: 0.094, Acc: 0.993, Base Lr: 6.52e-03
2024-05-01 00:13:45 transreid.train INFO: Epoch[34] Iter[160/186] Loss: 0.092, Acc: 0.994, Base Lr: 6.52e-03
2024-05-01 00:13:52 transreid.train INFO: Epoch[34] Iter[170/186] Loss: 0.091, Acc: 0.994, Base Lr: 6.52e-03
2024-05-01 00:14:00 transreid.train INFO: Epoch[34] Iter[180/186] Loss: 0.090, Acc: 0.994, Base Lr: 6.52e-03
2024-05-01 00:14:03 transreid.train INFO: Epoch 34 done. Time per epoch: 132.581[s] Speed: 88.8[samples/s]
2024-05-01 00:14:10 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.112, Acc: 0.997, Base Lr: 6.44e-03
2024-05-01 00:14:18 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.108, Acc: 0.997, Base Lr: 6.44e-03
2024-05-01 00:14:25 transreid.train INFO: Epoch[35] Iter[30/186] Loss: 0.100, Acc: 0.995, Base Lr: 6.44e-03
2024-05-01 00:14:32 transreid.train INFO: Epoch[35] Iter[40/186] Loss: 0.105, Acc: 0.994, Base Lr: 6.44e-03
2024-05-01 00:14:39 transreid.train INFO: Epoch[35] Iter[50/186] Loss: 0.101, Acc: 0.994, Base Lr: 6.44e-03
2024-05-01 00:14:45 transreid.train INFO: Epoch[35] Iter[60/186] Loss: 0.098, Acc: 0.995, Base Lr: 6.44e-03
2024-05-01 00:14:52 transreid.train INFO: Epoch[35] Iter[70/186] Loss: 0.107, Acc: 0.994, Base Lr: 6.44e-03
2024-05-01 00:14:59 transreid.train INFO: Epoch[35] Iter[80/186] Loss: 0.103, Acc: 0.994, Base Lr: 6.44e-03
2024-05-01 00:15:06 transreid.train INFO: Epoch[35] Iter[90/186] Loss: 0.104, Acc: 0.993, Base Lr: 6.44e-03
2024-05-01 00:15:14 transreid.train INFO: Epoch[35] Iter[100/186] Loss: 0.104, Acc: 0.993, Base Lr: 6.44e-03
2024-05-01 00:15:21 transreid.train INFO: Epoch[35] Iter[110/186] Loss: 0.102, Acc: 0.993, Base Lr: 6.44e-03
2024-05-01 00:15:28 transreid.train INFO: Epoch[35] Iter[120/186] Loss: 0.101, Acc: 0.993, Base Lr: 6.44e-03
2024-05-01 00:15:35 transreid.train INFO: Epoch[35] Iter[130/186] Loss: 0.098, Acc: 0.993, Base Lr: 6.44e-03
2024-05-01 00:15:42 transreid.train INFO: Epoch[35] Iter[140/186] Loss: 0.097, Acc: 0.994, Base Lr: 6.44e-03
2024-05-01 00:15:49 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.096, Acc: 0.993, Base Lr: 6.44e-03
2024-05-01 00:15:57 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.098, Acc: 0.993, Base Lr: 6.44e-03
2024-05-01 00:16:04 transreid.train INFO: Epoch[35] Iter[170/186] Loss: 0.095, Acc: 0.994, Base Lr: 6.44e-03
2024-05-01 00:16:11 transreid.train INFO: Epoch[35] Iter[180/186] Loss: 0.093, Acc: 0.994, Base Lr: 6.44e-03
2024-05-01 00:16:14 transreid.train INFO: Epoch 35 done. Time per epoch: 131.385[s] Speed: 89.6[samples/s]
2024-05-01 00:16:22 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.097, Acc: 0.992, Base Lr: 6.35e-03
2024-05-01 00:16:29 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.107, Acc: 0.992, Base Lr: 6.35e-03
2024-05-01 00:16:36 transreid.train INFO: Epoch[36] Iter[30/186] Loss: 0.111, Acc: 0.993, Base Lr: 6.35e-03
2024-05-01 00:16:43 transreid.train INFO: Epoch[36] Iter[40/186] Loss: 0.114, Acc: 0.993, Base Lr: 6.35e-03
2024-05-01 00:16:51 transreid.train INFO: Epoch[36] Iter[50/186] Loss: 0.108, Acc: 0.993, Base Lr: 6.35e-03
2024-05-01 00:16:58 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.101, Acc: 0.993, Base Lr: 6.35e-03
2024-05-01 00:17:05 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 0.100, Acc: 0.994, Base Lr: 6.35e-03
2024-05-01 00:17:12 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.095, Acc: 0.994, Base Lr: 6.35e-03
2024-05-01 00:17:19 transreid.train INFO: Epoch[36] Iter[90/186] Loss: 0.090, Acc: 0.994, Base Lr: 6.35e-03
2024-05-01 00:17:27 transreid.train INFO: Epoch[36] Iter[100/186] Loss: 0.087, Acc: 0.995, Base Lr: 6.35e-03
2024-05-01 00:17:34 transreid.train INFO: Epoch[36] Iter[110/186] Loss: 0.089, Acc: 0.995, Base Lr: 6.35e-03
2024-05-01 00:17:41 transreid.train INFO: Epoch[36] Iter[120/186] Loss: 0.087, Acc: 0.994, Base Lr: 6.35e-03
2024-05-01 00:17:48 transreid.train INFO: Epoch[36] Iter[130/186] Loss: 0.087, Acc: 0.994, Base Lr: 6.35e-03
2024-05-01 00:17:55 transreid.train INFO: Epoch[36] Iter[140/186] Loss: 0.086, Acc: 0.995, Base Lr: 6.35e-03
2024-05-01 00:18:02 transreid.train INFO: Epoch[36] Iter[150/186] Loss: 0.083, Acc: 0.995, Base Lr: 6.35e-03
2024-05-01 00:18:09 transreid.train INFO: Epoch[36] Iter[160/186] Loss: 0.082, Acc: 0.995, Base Lr: 6.35e-03
2024-05-01 00:18:17 transreid.train INFO: Epoch[36] Iter[170/186] Loss: 0.082, Acc: 0.994, Base Lr: 6.35e-03
2024-05-01 00:18:22 transreid.train INFO: Epoch[36] Iter[180/186] Loss: 0.080, Acc: 0.995, Base Lr: 6.35e-03
2024-05-01 00:18:25 transreid.train INFO: Epoch 36 done. Time per epoch: 131.371[s] Speed: 89.6[samples/s]
2024-05-01 00:18:33 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.074, Acc: 0.994, Base Lr: 6.27e-03
2024-05-01 00:18:40 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 0.069, Acc: 0.996, Base Lr: 6.27e-03
2024-05-01 00:18:48 transreid.train INFO: Epoch[37] Iter[30/186] Loss: 0.070, Acc: 0.995, Base Lr: 6.27e-03
2024-05-01 00:18:55 transreid.train INFO: Epoch[37] Iter[40/186] Loss: 0.069, Acc: 0.995, Base Lr: 6.27e-03
2024-05-01 00:19:02 transreid.train INFO: Epoch[37] Iter[50/186] Loss: 0.069, Acc: 0.996, Base Lr: 6.27e-03
2024-05-01 00:19:09 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 0.071, Acc: 0.996, Base Lr: 6.27e-03
2024-05-01 00:19:16 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.069, Acc: 0.996, Base Lr: 6.27e-03
2024-05-01 00:19:23 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.070, Acc: 0.996, Base Lr: 6.27e-03
2024-05-01 00:19:31 transreid.train INFO: Epoch[37] Iter[90/186] Loss: 0.072, Acc: 0.995, Base Lr: 6.27e-03
2024-05-01 00:19:38 transreid.train INFO: Epoch[37] Iter[100/186] Loss: 0.073, Acc: 0.996, Base Lr: 6.27e-03
2024-05-01 00:19:45 transreid.train INFO: Epoch[37] Iter[110/186] Loss: 0.074, Acc: 0.995, Base Lr: 6.27e-03
2024-05-01 00:19:52 transreid.train INFO: Epoch[37] Iter[120/186] Loss: 0.075, Acc: 0.995, Base Lr: 6.27e-03
2024-05-01 00:19:59 transreid.train INFO: Epoch[37] Iter[130/186] Loss: 0.073, Acc: 0.995, Base Lr: 6.27e-03
2024-05-01 00:20:06 transreid.train INFO: Epoch[37] Iter[140/186] Loss: 0.075, Acc: 0.995, Base Lr: 6.27e-03
2024-05-01 00:20:14 transreid.train INFO: Epoch[37] Iter[150/186] Loss: 0.074, Acc: 0.995, Base Lr: 6.27e-03
2024-05-01 00:20:21 transreid.train INFO: Epoch[37] Iter[160/186] Loss: 0.073, Acc: 0.995, Base Lr: 6.27e-03
2024-05-01 00:20:28 transreid.train INFO: Epoch[37] Iter[170/186] Loss: 0.073, Acc: 0.995, Base Lr: 6.27e-03
2024-05-01 00:20:35 transreid.train INFO: Epoch[37] Iter[180/186] Loss: 0.073, Acc: 0.995, Base Lr: 6.27e-03
2024-05-01 00:20:38 transreid.train INFO: Epoch 37 done. Time per epoch: 132.852[s] Speed: 88.6[samples/s]
2024-05-01 00:20:46 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.091, Acc: 0.998, Base Lr: 6.18e-03
2024-05-01 00:20:53 transreid.train INFO: Epoch[38] Iter[20/186] Loss: 0.085, Acc: 0.998, Base Lr: 6.18e-03
2024-05-01 00:21:00 transreid.train INFO: Epoch[38] Iter[30/186] Loss: 0.081, Acc: 0.998, Base Lr: 6.18e-03
2024-05-01 00:21:08 transreid.train INFO: Epoch[38] Iter[40/186] Loss: 0.085, Acc: 0.997, Base Lr: 6.18e-03
2024-05-01 00:21:15 transreid.train INFO: Epoch[38] Iter[50/186] Loss: 0.083, Acc: 0.996, Base Lr: 6.18e-03
2024-05-01 00:21:22 transreid.train INFO: Epoch[38] Iter[60/186] Loss: 0.081, Acc: 0.996, Base Lr: 6.18e-03
2024-05-01 00:21:29 transreid.train INFO: Epoch[38] Iter[70/186] Loss: 0.083, Acc: 0.996, Base Lr: 6.18e-03
2024-05-01 00:21:36 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.084, Acc: 0.996, Base Lr: 6.18e-03
2024-05-01 00:21:43 transreid.train INFO: Epoch[38] Iter[90/186] Loss: 0.084, Acc: 0.996, Base Lr: 6.18e-03
2024-05-01 00:21:51 transreid.train INFO: Epoch[38] Iter[100/186] Loss: 0.083, Acc: 0.996, Base Lr: 6.18e-03
2024-05-01 00:21:58 transreid.train INFO: Epoch[38] Iter[110/186] Loss: 0.082, Acc: 0.995, Base Lr: 6.18e-03
2024-05-01 00:22:04 transreid.train INFO: Epoch[38] Iter[120/186] Loss: 0.081, Acc: 0.996, Base Lr: 6.18e-03
2024-05-01 00:22:11 transreid.train INFO: Epoch[38] Iter[130/186] Loss: 0.081, Acc: 0.996, Base Lr: 6.18e-03
2024-05-01 00:22:18 transreid.train INFO: Epoch[38] Iter[140/186] Loss: 0.079, Acc: 0.996, Base Lr: 6.18e-03
2024-05-01 00:22:25 transreid.train INFO: Epoch[38] Iter[150/186] Loss: 0.078, Acc: 0.995, Base Lr: 6.18e-03
2024-05-01 00:22:32 transreid.train INFO: Epoch[38] Iter[160/186] Loss: 0.078, Acc: 0.996, Base Lr: 6.18e-03
2024-05-01 00:22:40 transreid.train INFO: Epoch[38] Iter[170/186] Loss: 0.077, Acc: 0.996, Base Lr: 6.18e-03
2024-05-01 00:22:47 transreid.train INFO: Epoch[38] Iter[180/186] Loss: 0.078, Acc: 0.996, Base Lr: 6.18e-03
2024-05-01 00:22:49 transreid.train INFO: Epoch 38 done. Time per epoch: 130.745[s] Speed: 89.6[samples/s]
2024-05-01 00:22:57 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.100, Acc: 0.989, Base Lr: 6.09e-03
2024-05-01 00:23:04 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.095, Acc: 0.993, Base Lr: 6.09e-03
2024-05-01 00:23:11 transreid.train INFO: Epoch[39] Iter[30/186] Loss: 0.093, Acc: 0.995, Base Lr: 6.09e-03
2024-05-01 00:23:18 transreid.train INFO: Epoch[39] Iter[40/186] Loss: 0.090, Acc: 0.994, Base Lr: 6.09e-03
2024-05-01 00:23:26 transreid.train INFO: Epoch[39] Iter[50/186] Loss: 0.088, Acc: 0.995, Base Lr: 6.09e-03
2024-05-01 00:23:33 transreid.train INFO: Epoch[39] Iter[60/186] Loss: 0.084, Acc: 0.995, Base Lr: 6.09e-03
2024-05-01 00:23:40 transreid.train INFO: Epoch[39] Iter[70/186] Loss: 0.079, Acc: 0.996, Base Lr: 6.09e-03
2024-05-01 00:23:47 transreid.train INFO: Epoch[39] Iter[80/186] Loss: 0.082, Acc: 0.995, Base Lr: 6.09e-03
2024-05-01 00:23:54 transreid.train INFO: Epoch[39] Iter[90/186] Loss: 0.080, Acc: 0.995, Base Lr: 6.09e-03
2024-05-01 00:24:01 transreid.train INFO: Epoch[39] Iter[100/186] Loss: 0.080, Acc: 0.995, Base Lr: 6.09e-03
2024-05-01 00:24:09 transreid.train INFO: Epoch[39] Iter[110/186] Loss: 0.079, Acc: 0.996, Base Lr: 6.09e-03
2024-05-01 00:24:16 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.076, Acc: 0.996, Base Lr: 6.09e-03
2024-05-01 00:24:23 transreid.train INFO: Epoch[39] Iter[130/186] Loss: 0.075, Acc: 0.996, Base Lr: 6.09e-03
2024-05-01 00:24:30 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.073, Acc: 0.996, Base Lr: 6.09e-03
2024-05-01 00:24:37 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.071, Acc: 0.996, Base Lr: 6.09e-03
2024-05-01 00:24:44 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.070, Acc: 0.996, Base Lr: 6.09e-03
2024-05-01 00:24:51 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.070, Acc: 0.996, Base Lr: 6.09e-03
2024-05-01 00:24:59 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.068, Acc: 0.996, Base Lr: 6.09e-03
2024-05-01 00:25:01 transreid.train INFO: Epoch 39 done. Time per epoch: 131.918[s] Speed: 88.8[samples/s]
2024-05-01 00:25:09 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.110, Acc: 0.992, Base Lr: 6.00e-03
2024-05-01 00:25:16 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.092, Acc: 0.993, Base Lr: 6.00e-03
2024-05-01 00:25:23 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.092, Acc: 0.994, Base Lr: 6.00e-03
2024-05-01 00:25:30 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.091, Acc: 0.994, Base Lr: 6.00e-03
2024-05-01 00:25:37 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.088, Acc: 0.994, Base Lr: 6.00e-03
2024-05-01 00:25:43 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.093, Acc: 0.995, Base Lr: 6.00e-03
2024-05-01 00:25:51 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.094, Acc: 0.994, Base Lr: 6.00e-03
2024-05-01 00:25:59 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.092, Acc: 0.994, Base Lr: 6.00e-03
2024-05-01 00:26:07 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.090, Acc: 0.994, Base Lr: 6.00e-03
2024-05-01 00:26:15 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.089, Acc: 0.995, Base Lr: 6.00e-03
2024-05-01 00:26:23 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.090, Acc: 0.994, Base Lr: 6.00e-03
2024-05-01 00:26:31 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.088, Acc: 0.994, Base Lr: 6.00e-03
2024-05-01 00:26:40 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.087, Acc: 0.995, Base Lr: 6.00e-03
2024-05-01 00:26:48 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.086, Acc: 0.995, Base Lr: 6.00e-03
2024-05-01 00:26:56 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.087, Acc: 0.995, Base Lr: 6.00e-03
2024-05-01 00:27:04 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.084, Acc: 0.995, Base Lr: 6.00e-03
2024-05-01 00:27:12 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.083, Acc: 0.995, Base Lr: 6.00e-03
2024-05-01 00:27:20 transreid.train INFO: Epoch[40] Iter[180/186] Loss: 0.081, Acc: 0.995, Base Lr: 6.00e-03
2024-05-01 00:27:23 transreid.train INFO: Epoch 40 done. Time per epoch: 141.828[s] Speed: 82.6[samples/s]
2024-05-01 00:28:24 transreid.train INFO: Validation Results - Epoch: 40
2024-05-01 00:28:24 transreid.train INFO: mAP: 80.5%
2024-05-01 00:28:24 transreid.train INFO: CMC curve, Rank-1  :91.4%
2024-05-01 00:28:24 transreid.train INFO: CMC curve, Rank-5  :97.0%
2024-05-01 00:28:24 transreid.train INFO: CMC curve, Rank-10 :98.2%
2024-05-01 00:28:30 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.069, Acc: 0.992, Base Lr: 5.91e-03
2024-05-01 00:28:34 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.080, Acc: 0.992, Base Lr: 5.91e-03
2024-05-01 00:28:38 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.079, Acc: 0.994, Base Lr: 5.91e-03
2024-05-01 00:28:42 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.080, Acc: 0.993, Base Lr: 5.91e-03
2024-05-01 00:28:47 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.083, Acc: 0.994, Base Lr: 5.91e-03
2024-05-01 00:28:51 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.080, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:28:55 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.083, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:29:00 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.088, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:29:04 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.084, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:29:08 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.082, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:29:13 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.081, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:29:17 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.079, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:29:21 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.079, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:29:26 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.076, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:29:30 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.074, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:29:34 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.073, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:29:39 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.073, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:29:43 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.072, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 00:29:45 transreid.train INFO: Epoch 41 done. Time per epoch: 80.566[s] Speed: 146.2[samples/s]
2024-05-01 00:29:50 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.073, Acc: 0.994, Base Lr: 5.82e-03
2024-05-01 00:29:54 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.088, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:29:59 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.091, Acc: 0.993, Base Lr: 5.82e-03
2024-05-01 00:30:03 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.086, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:30:08 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.082, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:30:12 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.083, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:30:16 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.087, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:30:23 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.087, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:30:30 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.084, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:30:37 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.081, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:30:45 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.083, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:30:52 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.080, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:30:59 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.079, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 00:31:06 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.077, Acc: 0.996, Base Lr: 5.82e-03
2024-05-01 00:31:13 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.075, Acc: 0.996, Base Lr: 5.82e-03
2024-05-01 00:31:21 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.074, Acc: 0.996, Base Lr: 5.82e-03
2024-05-01 00:31:28 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.073, Acc: 0.996, Base Lr: 5.82e-03
2024-05-01 00:31:35 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.072, Acc: 0.996, Base Lr: 5.82e-03
2024-05-01 00:31:38 transreid.train INFO: Epoch 42 done. Time per epoch: 112.748[s] Speed: 104.4[samples/s]
2024-05-01 00:31:46 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.053, Acc: 0.995, Base Lr: 5.73e-03
2024-05-01 00:31:53 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.062, Acc: 0.995, Base Lr: 5.73e-03
2024-05-01 00:32:00 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.064, Acc: 0.995, Base Lr: 5.73e-03
2024-05-01 00:32:07 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.071, Acc: 0.995, Base Lr: 5.73e-03
2024-05-01 00:32:14 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.068, Acc: 0.995, Base Lr: 5.73e-03
2024-05-01 00:32:21 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.069, Acc: 0.995, Base Lr: 5.73e-03
2024-05-01 00:32:29 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.072, Acc: 0.995, Base Lr: 5.73e-03
2024-05-01 00:32:36 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.071, Acc: 0.995, Base Lr: 5.73e-03
2024-05-01 00:32:43 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.070, Acc: 0.995, Base Lr: 5.73e-03
2024-05-01 00:32:50 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.072, Acc: 0.995, Base Lr: 5.73e-03
2024-05-01 00:32:57 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.070, Acc: 0.995, Base Lr: 5.73e-03
2024-05-01 00:33:04 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.070, Acc: 0.995, Base Lr: 5.73e-03
2024-05-01 00:33:11 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.068, Acc: 0.995, Base Lr: 5.73e-03
2024-05-01 00:33:19 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.066, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 00:33:26 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.066, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 00:33:33 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.064, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 00:33:40 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.065, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 00:33:47 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.064, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 00:33:50 transreid.train INFO: Epoch 43 done. Time per epoch: 132.272[s] Speed: 89.0[samples/s]
2024-05-01 00:33:57 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.084, Acc: 0.988, Base Lr: 5.63e-03
2024-05-01 00:34:03 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.078, Acc: 0.992, Base Lr: 5.63e-03
2024-05-01 00:34:11 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.084, Acc: 0.994, Base Lr: 5.63e-03
2024-05-01 00:34:18 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.072, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:34:25 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.076, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:34:32 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.078, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:34:39 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.079, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:34:47 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.075, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:34:54 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.073, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:35:01 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.073, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:35:08 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.074, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:35:15 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.073, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 00:35:22 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.072, Acc: 0.996, Base Lr: 5.63e-03
2024-05-01 00:35:29 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.072, Acc: 0.996, Base Lr: 5.63e-03
2024-05-01 00:35:37 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.071, Acc: 0.996, Base Lr: 5.63e-03
2024-05-01 00:35:44 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.071, Acc: 0.996, Base Lr: 5.63e-03
2024-05-01 00:35:51 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.071, Acc: 0.996, Base Lr: 5.63e-03
2024-05-01 00:35:58 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.069, Acc: 0.996, Base Lr: 5.63e-03
2024-05-01 00:36:01 transreid.train INFO: Epoch 44 done. Time per epoch: 130.975[s] Speed: 89.9[samples/s]
2024-05-01 00:36:09 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.099, Acc: 0.995, Base Lr: 5.54e-03
2024-05-01 00:36:16 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.082, Acc: 0.995, Base Lr: 5.54e-03
2024-05-01 00:36:23 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.075, Acc: 0.995, Base Lr: 5.54e-03
2024-05-01 00:36:30 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.082, Acc: 0.995, Base Lr: 5.54e-03
2024-05-01 00:36:38 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.078, Acc: 0.995, Base Lr: 5.54e-03
2024-05-01 00:36:45 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.074, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 00:36:52 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.072, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 00:36:59 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.072, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 00:37:06 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.070, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 00:37:13 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.067, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 00:37:20 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.065, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 00:37:28 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.065, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 00:37:35 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.064, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 00:37:40 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.064, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 00:37:47 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.062, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 00:37:55 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.061, Acc: 0.997, Base Lr: 5.54e-03
2024-05-01 00:38:02 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.062, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 00:38:09 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.061, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 00:38:11 transreid.train INFO: Epoch 45 done. Time per epoch: 130.053[s] Speed: 90.1[samples/s]
2024-05-01 00:38:19 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.052, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:38:26 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.058, Acc: 0.995, Base Lr: 5.44e-03
2024-05-01 00:38:33 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.053, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:38:41 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.054, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:38:48 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.058, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:38:55 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.058, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:39:02 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.059, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:39:09 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.059, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:39:17 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.060, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:39:24 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.062, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:39:31 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.061, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:39:38 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.060, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:39:45 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.059, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:39:52 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.058, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:39:59 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.058, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:40:07 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.059, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:40:14 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.059, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:40:21 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.058, Acc: 0.997, Base Lr: 5.44e-03
2024-05-01 00:40:23 transreid.train INFO: Epoch 46 done. Time per epoch: 131.932[s] Speed: 88.8[samples/s]
2024-05-01 00:40:31 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.086, Acc: 0.995, Base Lr: 5.34e-03
2024-05-01 00:40:38 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.081, Acc: 0.997, Base Lr: 5.34e-03
2024-05-01 00:40:45 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.074, Acc: 0.996, Base Lr: 5.34e-03
2024-05-01 00:40:53 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.079, Acc: 0.995, Base Lr: 5.34e-03
2024-05-01 00:41:00 transreid.train INFO: Epoch[47] Iter[50/186] Loss: 0.075, Acc: 0.995, Base Lr: 5.34e-03
2024-05-01 00:41:07 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.072, Acc: 0.995, Base Lr: 5.34e-03
2024-05-01 00:41:14 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.071, Acc: 0.995, Base Lr: 5.34e-03
2024-05-01 00:41:19 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.070, Acc: 0.996, Base Lr: 5.34e-03
2024-05-01 00:41:26 transreid.train INFO: Epoch[47] Iter[90/186] Loss: 0.067, Acc: 0.996, Base Lr: 5.34e-03
2024-05-01 00:41:33 transreid.train INFO: Epoch[47] Iter[100/186] Loss: 0.065, Acc: 0.996, Base Lr: 5.34e-03
2024-05-01 00:41:41 transreid.train INFO: Epoch[47] Iter[110/186] Loss: 0.067, Acc: 0.996, Base Lr: 5.34e-03
2024-05-01 00:41:48 transreid.train INFO: Epoch[47] Iter[120/186] Loss: 0.066, Acc: 0.997, Base Lr: 5.34e-03
2024-05-01 00:41:55 transreid.train INFO: Epoch[47] Iter[130/186] Loss: 0.064, Acc: 0.997, Base Lr: 5.34e-03
2024-05-01 00:42:02 transreid.train INFO: Epoch[47] Iter[140/186] Loss: 0.063, Acc: 0.997, Base Lr: 5.34e-03
2024-05-01 00:42:09 transreid.train INFO: Epoch[47] Iter[150/186] Loss: 0.060, Acc: 0.997, Base Lr: 5.34e-03
2024-05-01 00:42:17 transreid.train INFO: Epoch[47] Iter[160/186] Loss: 0.059, Acc: 0.997, Base Lr: 5.34e-03
2024-05-01 00:42:24 transreid.train INFO: Epoch[47] Iter[170/186] Loss: 0.058, Acc: 0.997, Base Lr: 5.34e-03
2024-05-01 00:42:31 transreid.train INFO: Epoch[47] Iter[180/186] Loss: 0.057, Acc: 0.997, Base Lr: 5.34e-03
2024-05-01 00:42:34 transreid.train INFO: Epoch 47 done. Time per epoch: 130.721[s] Speed: 90.1[samples/s]
2024-05-01 00:42:42 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.073, Acc: 0.997, Base Lr: 5.24e-03
2024-05-01 00:42:49 transreid.train INFO: Epoch[48] Iter[20/186] Loss: 0.083, Acc: 0.998, Base Lr: 5.24e-03
2024-05-01 00:42:56 transreid.train INFO: Epoch[48] Iter[30/186] Loss: 0.071, Acc: 0.997, Base Lr: 5.24e-03
2024-05-01 00:43:03 transreid.train INFO: Epoch[48] Iter[40/186] Loss: 0.066, Acc: 0.997, Base Lr: 5.24e-03
2024-05-01 00:43:10 transreid.train INFO: Epoch[48] Iter[50/186] Loss: 0.062, Acc: 0.998, Base Lr: 5.24e-03
2024-05-01 00:43:17 transreid.train INFO: Epoch[48] Iter[60/186] Loss: 0.058, Acc: 0.998, Base Lr: 5.24e-03
2024-05-01 00:43:24 transreid.train INFO: Epoch[48] Iter[70/186] Loss: 0.062, Acc: 0.998, Base Lr: 5.24e-03
2024-05-01 00:43:31 transreid.train INFO: Epoch[48] Iter[80/186] Loss: 0.062, Acc: 0.998, Base Lr: 5.24e-03
2024-05-01 00:43:39 transreid.train INFO: Epoch[48] Iter[90/186] Loss: 0.061, Acc: 0.998, Base Lr: 5.24e-03
2024-05-01 00:43:46 transreid.train INFO: Epoch[48] Iter[100/186] Loss: 0.060, Acc: 0.998, Base Lr: 5.24e-03
2024-05-01 00:43:53 transreid.train INFO: Epoch[48] Iter[110/186] Loss: 0.061, Acc: 0.998, Base Lr: 5.24e-03
2024-05-01 00:44:00 transreid.train INFO: Epoch[48] Iter[120/186] Loss: 0.063, Acc: 0.997, Base Lr: 5.24e-03
2024-05-01 00:44:07 transreid.train INFO: Epoch[48] Iter[130/186] Loss: 0.064, Acc: 0.997, Base Lr: 5.24e-03
2024-05-01 00:44:14 transreid.train INFO: Epoch[48] Iter[140/186] Loss: 0.065, Acc: 0.997, Base Lr: 5.24e-03
2024-05-01 00:44:21 transreid.train INFO: Epoch[48] Iter[150/186] Loss: 0.064, Acc: 0.997, Base Lr: 5.24e-03
2024-05-01 00:44:29 transreid.train INFO: Epoch[48] Iter[160/186] Loss: 0.064, Acc: 0.997, Base Lr: 5.24e-03
2024-05-01 00:44:36 transreid.train INFO: Epoch[48] Iter[170/186] Loss: 0.063, Acc: 0.997, Base Lr: 5.24e-03
2024-05-01 00:44:43 transreid.train INFO: Epoch[48] Iter[180/186] Loss: 0.063, Acc: 0.996, Base Lr: 5.24e-03
2024-05-01 00:44:46 transreid.train INFO: Epoch 48 done. Time per epoch: 131.956[s] Speed: 89.2[samples/s]
2024-05-01 00:44:54 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.095, Acc: 0.994, Base Lr: 5.14e-03
2024-05-01 00:44:59 transreid.train INFO: Epoch[49] Iter[20/186] Loss: 0.079, Acc: 0.995, Base Lr: 5.14e-03
2024-05-01 00:45:06 transreid.train INFO: Epoch[49] Iter[30/186] Loss: 0.078, Acc: 0.995, Base Lr: 5.14e-03
2024-05-01 00:45:13 transreid.train INFO: Epoch[49] Iter[40/186] Loss: 0.071, Acc: 0.996, Base Lr: 5.14e-03
2024-05-01 00:45:20 transreid.train INFO: Epoch[49] Iter[50/186] Loss: 0.070, Acc: 0.997, Base Lr: 5.14e-03
2024-05-01 00:45:28 transreid.train INFO: Epoch[49] Iter[60/186] Loss: 0.071, Acc: 0.997, Base Lr: 5.14e-03
2024-05-01 00:45:35 transreid.train INFO: Epoch[49] Iter[70/186] Loss: 0.070, Acc: 0.997, Base Lr: 5.14e-03
2024-05-01 00:45:42 transreid.train INFO: Epoch[49] Iter[80/186] Loss: 0.066, Acc: 0.997, Base Lr: 5.14e-03
2024-05-01 00:45:49 transreid.train INFO: Epoch[49] Iter[90/186] Loss: 0.064, Acc: 0.997, Base Lr: 5.14e-03
2024-05-01 00:45:56 transreid.train INFO: Epoch[49] Iter[100/186] Loss: 0.064, Acc: 0.997, Base Lr: 5.14e-03
2024-05-01 00:46:03 transreid.train INFO: Epoch[49] Iter[110/186] Loss: 0.062, Acc: 0.997, Base Lr: 5.14e-03
2024-05-01 00:46:11 transreid.train INFO: Epoch[49] Iter[120/186] Loss: 0.062, Acc: 0.997, Base Lr: 5.14e-03
2024-05-01 00:46:18 transreid.train INFO: Epoch[49] Iter[130/186] Loss: 0.060, Acc: 0.997, Base Lr: 5.14e-03
2024-05-01 00:46:25 transreid.train INFO: Epoch[49] Iter[140/186] Loss: 0.058, Acc: 0.997, Base Lr: 5.14e-03
2024-05-01 00:46:32 transreid.train INFO: Epoch[49] Iter[150/186] Loss: 0.058, Acc: 0.997, Base Lr: 5.14e-03
2024-05-01 00:46:39 transreid.train INFO: Epoch[49] Iter[160/186] Loss: 0.057, Acc: 0.997, Base Lr: 5.14e-03
2024-05-01 00:46:47 transreid.train INFO: Epoch[49] Iter[170/186] Loss: 0.056, Acc: 0.997, Base Lr: 5.14e-03
2024-05-01 00:46:54 transreid.train INFO: Epoch[49] Iter[180/186] Loss: 0.055, Acc: 0.997, Base Lr: 5.14e-03
2024-05-01 00:46:56 transreid.train INFO: Epoch 49 done. Time per epoch: 130.370[s] Speed: 89.8[samples/s]
2024-05-01 00:47:04 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.091, Acc: 0.994, Base Lr: 5.04e-03
2024-05-01 00:47:11 transreid.train INFO: Epoch[50] Iter[20/186] Loss: 0.067, Acc: 0.996, Base Lr: 5.04e-03
2024-05-01 00:47:18 transreid.train INFO: Epoch[50] Iter[30/186] Loss: 0.061, Acc: 0.997, Base Lr: 5.04e-03
2024-05-01 00:47:26 transreid.train INFO: Epoch[50] Iter[40/186] Loss: 0.065, Acc: 0.997, Base Lr: 5.04e-03
2024-05-01 00:47:33 transreid.train INFO: Epoch[50] Iter[50/186] Loss: 0.063, Acc: 0.997, Base Lr: 5.04e-03
2024-05-01 00:47:40 transreid.train INFO: Epoch[50] Iter[60/186] Loss: 0.064, Acc: 0.996, Base Lr: 5.04e-03
2024-05-01 00:47:47 transreid.train INFO: Epoch[50] Iter[70/186] Loss: 0.065, Acc: 0.995, Base Lr: 5.04e-03
2024-05-01 00:47:54 transreid.train INFO: Epoch[50] Iter[80/186] Loss: 0.060, Acc: 0.996, Base Lr: 5.04e-03
2024-05-01 00:48:02 transreid.train INFO: Epoch[50] Iter[90/186] Loss: 0.058, Acc: 0.996, Base Lr: 5.04e-03
2024-05-01 00:48:09 transreid.train INFO: Epoch[50] Iter[100/186] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-01 00:48:16 transreid.train INFO: Epoch[50] Iter[110/186] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-01 00:48:23 transreid.train INFO: Epoch[50] Iter[120/186] Loss: 0.058, Acc: 0.996, Base Lr: 5.04e-03
2024-05-01 00:48:30 transreid.train INFO: Epoch[50] Iter[130/186] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-01 00:48:37 transreid.train INFO: Epoch[50] Iter[140/186] Loss: 0.055, Acc: 0.996, Base Lr: 5.04e-03
2024-05-01 00:48:43 transreid.train INFO: Epoch[50] Iter[150/186] Loss: 0.055, Acc: 0.997, Base Lr: 5.04e-03
2024-05-01 00:48:50 transreid.train INFO: Epoch[50] Iter[160/186] Loss: 0.054, Acc: 0.997, Base Lr: 5.04e-03
2024-05-01 00:48:57 transreid.train INFO: Epoch[50] Iter[170/186] Loss: 0.053, Acc: 0.997, Base Lr: 5.04e-03
2024-05-01 00:49:04 transreid.train INFO: Epoch[50] Iter[180/186] Loss: 0.053, Acc: 0.997, Base Lr: 5.04e-03
2024-05-01 00:49:07 transreid.train INFO: Epoch 50 done. Time per epoch: 130.629[s] Speed: 90.1[samples/s]
2024-05-01 00:49:15 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.061, Acc: 0.997, Base Lr: 4.94e-03
2024-05-01 00:49:22 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.058, Acc: 0.996, Base Lr: 4.94e-03
2024-05-01 00:49:29 transreid.train INFO: Epoch[51] Iter[30/186] Loss: 0.056, Acc: 0.997, Base Lr: 4.94e-03
2024-05-01 00:49:36 transreid.train INFO: Epoch[51] Iter[40/186] Loss: 0.066, Acc: 0.996, Base Lr: 4.94e-03
2024-05-01 00:49:43 transreid.train INFO: Epoch[51] Iter[50/186] Loss: 0.070, Acc: 0.997, Base Lr: 4.94e-03
2024-05-01 00:49:51 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 0.065, Acc: 0.997, Base Lr: 4.94e-03
2024-05-01 00:49:58 transreid.train INFO: Epoch[51] Iter[70/186] Loss: 0.065, Acc: 0.997, Base Lr: 4.94e-03
2024-05-01 00:50:05 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.065, Acc: 0.997, Base Lr: 4.94e-03
2024-05-01 00:50:12 transreid.train INFO: Epoch[51] Iter[90/186] Loss: 0.063, Acc: 0.997, Base Lr: 4.94e-03
2024-05-01 00:50:19 transreid.train INFO: Epoch[51] Iter[100/186] Loss: 0.064, Acc: 0.997, Base Lr: 4.94e-03
2024-05-01 00:50:26 transreid.train INFO: Epoch[51] Iter[110/186] Loss: 0.064, Acc: 0.996, Base Lr: 4.94e-03
2024-05-01 00:50:33 transreid.train INFO: Epoch[51] Iter[120/186] Loss: 0.061, Acc: 0.996, Base Lr: 4.94e-03
2024-05-01 00:50:41 transreid.train INFO: Epoch[51] Iter[130/186] Loss: 0.060, Acc: 0.997, Base Lr: 4.94e-03
2024-05-01 00:50:48 transreid.train INFO: Epoch[51] Iter[140/186] Loss: 0.061, Acc: 0.997, Base Lr: 4.94e-03
2024-05-01 00:50:55 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.060, Acc: 0.997, Base Lr: 4.94e-03
2024-05-01 00:51:02 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.060, Acc: 0.997, Base Lr: 4.94e-03
2024-05-01 00:51:10 transreid.train INFO: Epoch[51] Iter[170/186] Loss: 0.062, Acc: 0.996, Base Lr: 4.94e-03
2024-05-01 00:51:17 transreid.train INFO: Epoch[51] Iter[180/186] Loss: 0.061, Acc: 0.996, Base Lr: 4.94e-03
2024-05-01 00:51:20 transreid.train INFO: Epoch 51 done. Time per epoch: 132.805[s] Speed: 88.7[samples/s]
2024-05-01 00:51:28 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.058, Acc: 0.994, Base Lr: 4.84e-03
2024-05-01 00:51:35 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.058, Acc: 0.994, Base Lr: 4.84e-03
2024-05-01 00:51:42 transreid.train INFO: Epoch[52] Iter[30/186] Loss: 0.058, Acc: 0.995, Base Lr: 4.84e-03
2024-05-01 00:51:49 transreid.train INFO: Epoch[52] Iter[40/186] Loss: 0.055, Acc: 0.996, Base Lr: 4.84e-03
2024-05-01 00:51:56 transreid.train INFO: Epoch[52] Iter[50/186] Loss: 0.058, Acc: 0.996, Base Lr: 4.84e-03
2024-05-01 00:52:03 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.055, Acc: 0.996, Base Lr: 4.84e-03
2024-05-01 00:52:11 transreid.train INFO: Epoch[52] Iter[70/186] Loss: 0.054, Acc: 0.996, Base Lr: 4.84e-03
2024-05-01 00:52:17 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.052, Acc: 0.996, Base Lr: 4.84e-03
2024-05-01 00:52:23 transreid.train INFO: Epoch[52] Iter[90/186] Loss: 0.049, Acc: 0.997, Base Lr: 4.84e-03
2024-05-01 00:52:30 transreid.train INFO: Epoch[52] Iter[100/186] Loss: 0.050, Acc: 0.996, Base Lr: 4.84e-03
2024-05-01 00:52:37 transreid.train INFO: Epoch[52] Iter[110/186] Loss: 0.050, Acc: 0.996, Base Lr: 4.84e-03
2024-05-01 00:52:44 transreid.train INFO: Epoch[52] Iter[120/186] Loss: 0.050, Acc: 0.997, Base Lr: 4.84e-03
2024-05-01 00:52:51 transreid.train INFO: Epoch[52] Iter[130/186] Loss: 0.049, Acc: 0.997, Base Lr: 4.84e-03
2024-05-01 00:52:59 transreid.train INFO: Epoch[52] Iter[140/186] Loss: 0.048, Acc: 0.997, Base Lr: 4.84e-03
2024-05-01 00:53:06 transreid.train INFO: Epoch[52] Iter[150/186] Loss: 0.048, Acc: 0.997, Base Lr: 4.84e-03
2024-05-01 00:53:13 transreid.train INFO: Epoch[52] Iter[160/186] Loss: 0.047, Acc: 0.997, Base Lr: 4.84e-03
2024-05-01 00:53:20 transreid.train INFO: Epoch[52] Iter[170/186] Loss: 0.047, Acc: 0.997, Base Lr: 4.84e-03
2024-05-01 00:53:27 transreid.train INFO: Epoch[52] Iter[180/186] Loss: 0.048, Acc: 0.997, Base Lr: 4.84e-03
2024-05-01 00:53:30 transreid.train INFO: Epoch 52 done. Time per epoch: 130.641[s] Speed: 90.1[samples/s]
2024-05-01 00:53:38 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.061, Acc: 0.995, Base Lr: 4.74e-03
2024-05-01 00:53:45 transreid.train INFO: Epoch[53] Iter[20/186] Loss: 0.055, Acc: 0.998, Base Lr: 4.74e-03
2024-05-01 00:53:53 transreid.train INFO: Epoch[53] Iter[30/186] Loss: 0.065, Acc: 0.997, Base Lr: 4.74e-03
2024-05-01 00:54:00 transreid.train INFO: Epoch[53] Iter[40/186] Loss: 0.073, Acc: 0.996, Base Lr: 4.74e-03
2024-05-01 00:54:07 transreid.train INFO: Epoch[53] Iter[50/186] Loss: 0.067, Acc: 0.997, Base Lr: 4.74e-03
2024-05-01 00:54:14 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.064, Acc: 0.997, Base Lr: 4.74e-03
2024-05-01 00:54:21 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.059, Acc: 0.997, Base Lr: 4.74e-03
2024-05-01 00:54:28 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.057, Acc: 0.997, Base Lr: 4.74e-03
2024-05-01 00:54:35 transreid.train INFO: Epoch[53] Iter[90/186] Loss: 0.054, Acc: 0.998, Base Lr: 4.74e-03
2024-05-01 00:54:43 transreid.train INFO: Epoch[53] Iter[100/186] Loss: 0.052, Acc: 0.998, Base Lr: 4.74e-03
2024-05-01 00:54:50 transreid.train INFO: Epoch[53] Iter[110/186] Loss: 0.051, Acc: 0.998, Base Lr: 4.74e-03
2024-05-01 00:54:57 transreid.train INFO: Epoch[53] Iter[120/186] Loss: 0.051, Acc: 0.998, Base Lr: 4.74e-03
2024-05-01 00:55:04 transreid.train INFO: Epoch[53] Iter[130/186] Loss: 0.052, Acc: 0.998, Base Lr: 4.74e-03
2024-05-01 00:55:11 transreid.train INFO: Epoch[53] Iter[140/186] Loss: 0.052, Acc: 0.998, Base Lr: 4.74e-03
2024-05-01 00:55:18 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.051, Acc: 0.998, Base Lr: 4.74e-03
2024-05-01 00:55:26 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.051, Acc: 0.998, Base Lr: 4.74e-03
2024-05-01 00:55:33 transreid.train INFO: Epoch[53] Iter[170/186] Loss: 0.050, Acc: 0.998, Base Lr: 4.74e-03
2024-05-01 00:55:40 transreid.train INFO: Epoch[53] Iter[180/186] Loss: 0.049, Acc: 0.997, Base Lr: 4.74e-03
2024-05-01 00:55:43 transreid.train INFO: Epoch 53 done. Time per epoch: 132.705[s] Speed: 88.7[samples/s]
2024-05-01 00:55:51 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.064, Acc: 0.997, Base Lr: 4.63e-03
2024-05-01 00:55:57 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.055, Acc: 0.997, Base Lr: 4.63e-03
2024-05-01 00:56:03 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.048, Acc: 0.997, Base Lr: 4.63e-03
2024-05-01 00:56:10 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 0.052, Acc: 0.996, Base Lr: 4.63e-03
2024-05-01 00:56:18 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.053, Acc: 0.996, Base Lr: 4.63e-03
2024-05-01 00:56:25 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.049, Acc: 0.996, Base Lr: 4.63e-03
2024-05-01 00:56:32 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.047, Acc: 0.996, Base Lr: 4.63e-03
2024-05-01 00:56:39 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.045, Acc: 0.997, Base Lr: 4.63e-03
2024-05-01 00:56:46 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.046, Acc: 0.997, Base Lr: 4.63e-03
2024-05-01 00:56:53 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.045, Acc: 0.997, Base Lr: 4.63e-03
2024-05-01 00:57:01 transreid.train INFO: Epoch[54] Iter[110/186] Loss: 0.044, Acc: 0.997, Base Lr: 4.63e-03
2024-05-01 00:57:08 transreid.train INFO: Epoch[54] Iter[120/186] Loss: 0.044, Acc: 0.997, Base Lr: 4.63e-03
2024-05-01 00:57:15 transreid.train INFO: Epoch[54] Iter[130/186] Loss: 0.044, Acc: 0.997, Base Lr: 4.63e-03
2024-05-01 00:57:22 transreid.train INFO: Epoch[54] Iter[140/186] Loss: 0.043, Acc: 0.998, Base Lr: 4.63e-03
2024-05-01 00:57:29 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.044, Acc: 0.998, Base Lr: 4.63e-03
2024-05-01 00:57:36 transreid.train INFO: Epoch[54] Iter[160/186] Loss: 0.043, Acc: 0.997, Base Lr: 4.63e-03
2024-05-01 00:57:43 transreid.train INFO: Epoch[54] Iter[170/186] Loss: 0.042, Acc: 0.998, Base Lr: 4.63e-03
2024-05-01 00:57:51 transreid.train INFO: Epoch[54] Iter[180/186] Loss: 0.041, Acc: 0.998, Base Lr: 4.63e-03
2024-05-01 00:57:54 transreid.train INFO: Epoch 54 done. Time per epoch: 130.684[s] Speed: 90.1[samples/s]
2024-05-01 00:58:02 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.041, Acc: 0.998, Base Lr: 4.53e-03
2024-05-01 00:58:09 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.059, Acc: 0.998, Base Lr: 4.53e-03
2024-05-01 00:58:16 transreid.train INFO: Epoch[55] Iter[30/186] Loss: 0.049, Acc: 0.999, Base Lr: 4.53e-03
2024-05-01 00:58:23 transreid.train INFO: Epoch[55] Iter[40/186] Loss: 0.049, Acc: 0.999, Base Lr: 4.53e-03
2024-05-01 00:58:30 transreid.train INFO: Epoch[55] Iter[50/186] Loss: 0.052, Acc: 0.998, Base Lr: 4.53e-03
2024-05-01 00:58:37 transreid.train INFO: Epoch[55] Iter[60/186] Loss: 0.056, Acc: 0.998, Base Lr: 4.53e-03
2024-05-01 00:58:45 transreid.train INFO: Epoch[55] Iter[70/186] Loss: 0.051, Acc: 0.998, Base Lr: 4.53e-03
2024-05-01 00:58:52 transreid.train INFO: Epoch[55] Iter[80/186] Loss: 0.050, Acc: 0.998, Base Lr: 4.53e-03
2024-05-01 00:58:59 transreid.train INFO: Epoch[55] Iter[90/186] Loss: 0.048, Acc: 0.998, Base Lr: 4.53e-03
2024-05-01 00:59:06 transreid.train INFO: Epoch[55] Iter[100/186] Loss: 0.047, Acc: 0.998, Base Lr: 4.53e-03
2024-05-01 00:59:13 transreid.train INFO: Epoch[55] Iter[110/186] Loss: 0.046, Acc: 0.999, Base Lr: 4.53e-03
2024-05-01 00:59:21 transreid.train INFO: Epoch[55] Iter[120/186] Loss: 0.046, Acc: 0.999, Base Lr: 4.53e-03
2024-05-01 00:59:28 transreid.train INFO: Epoch[55] Iter[130/186] Loss: 0.044, Acc: 0.999, Base Lr: 4.53e-03
2024-05-01 00:59:35 transreid.train INFO: Epoch[55] Iter[140/186] Loss: 0.043, Acc: 0.999, Base Lr: 4.53e-03
2024-05-01 00:59:40 transreid.train INFO: Epoch[55] Iter[150/186] Loss: 0.042, Acc: 0.999, Base Lr: 4.53e-03
2024-05-01 00:59:47 transreid.train INFO: Epoch[55] Iter[160/186] Loss: 0.043, Acc: 0.999, Base Lr: 4.53e-03
2024-05-01 00:59:54 transreid.train INFO: Epoch[55] Iter[170/186] Loss: 0.043, Acc: 0.999, Base Lr: 4.53e-03
2024-05-01 01:00:02 transreid.train INFO: Epoch[55] Iter[180/186] Loss: 0.042, Acc: 0.998, Base Lr: 4.53e-03
2024-05-01 01:00:04 transreid.train INFO: Epoch 55 done. Time per epoch: 130.248[s] Speed: 89.9[samples/s]
2024-05-01 01:00:12 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.052, Acc: 0.995, Base Lr: 4.43e-03
2024-05-01 01:00:19 transreid.train INFO: Epoch[56] Iter[20/186] Loss: 0.064, Acc: 0.996, Base Lr: 4.43e-03
2024-05-01 01:00:26 transreid.train INFO: Epoch[56] Iter[30/186] Loss: 0.057, Acc: 0.997, Base Lr: 4.43e-03
2024-05-01 01:00:33 transreid.train INFO: Epoch[56] Iter[40/186] Loss: 0.054, Acc: 0.997, Base Lr: 4.43e-03
2024-05-01 01:00:40 transreid.train INFO: Epoch[56] Iter[50/186] Loss: 0.051, Acc: 0.998, Base Lr: 4.43e-03
2024-05-01 01:00:48 transreid.train INFO: Epoch[56] Iter[60/186] Loss: 0.051, Acc: 0.997, Base Lr: 4.43e-03
2024-05-01 01:00:55 transreid.train INFO: Epoch[56] Iter[70/186] Loss: 0.053, Acc: 0.998, Base Lr: 4.43e-03
2024-05-01 01:01:02 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.054, Acc: 0.998, Base Lr: 4.43e-03
2024-05-01 01:01:09 transreid.train INFO: Epoch[56] Iter[90/186] Loss: 0.052, Acc: 0.998, Base Lr: 4.43e-03
2024-05-01 01:01:16 transreid.train INFO: Epoch[56] Iter[100/186] Loss: 0.050, Acc: 0.998, Base Lr: 4.43e-03
2024-05-01 01:01:23 transreid.train INFO: Epoch[56] Iter[110/186] Loss: 0.049, Acc: 0.998, Base Lr: 4.43e-03
2024-05-01 01:01:31 transreid.train INFO: Epoch[56] Iter[120/186] Loss: 0.049, Acc: 0.998, Base Lr: 4.43e-03
2024-05-01 01:01:38 transreid.train INFO: Epoch[56] Iter[130/186] Loss: 0.049, Acc: 0.998, Base Lr: 4.43e-03
2024-05-01 01:01:45 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.049, Acc: 0.998, Base Lr: 4.43e-03
2024-05-01 01:01:52 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.048, Acc: 0.998, Base Lr: 4.43e-03
2024-05-01 01:01:59 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.047, Acc: 0.998, Base Lr: 4.43e-03
2024-05-01 01:02:06 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.046, Acc: 0.998, Base Lr: 4.43e-03
2024-05-01 01:02:13 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.046, Acc: 0.998, Base Lr: 4.43e-03
2024-05-01 01:02:16 transreid.train INFO: Epoch 56 done. Time per epoch: 131.917[s] Speed: 88.8[samples/s]
2024-05-01 01:02:24 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.036, Acc: 0.998, Base Lr: 4.32e-03
2024-05-01 01:02:31 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.051, Acc: 0.998, Base Lr: 4.32e-03
2024-05-01 01:02:38 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.051, Acc: 0.998, Base Lr: 4.32e-03
2024-05-01 01:02:45 transreid.train INFO: Epoch[57] Iter[40/186] Loss: 0.055, Acc: 0.997, Base Lr: 4.32e-03
2024-05-01 01:02:52 transreid.train INFO: Epoch[57] Iter[50/186] Loss: 0.049, Acc: 0.998, Base Lr: 4.32e-03
2024-05-01 01:02:59 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.046, Acc: 0.998, Base Lr: 4.32e-03
2024-05-01 01:03:07 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.048, Acc: 0.998, Base Lr: 4.32e-03
2024-05-01 01:03:14 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.047, Acc: 0.997, Base Lr: 4.32e-03
2024-05-01 01:03:19 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.046, Acc: 0.998, Base Lr: 4.32e-03
2024-05-01 01:03:26 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.043, Acc: 0.998, Base Lr: 4.32e-03
2024-05-01 01:03:33 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.042, Acc: 0.998, Base Lr: 4.32e-03
2024-05-01 01:03:40 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 0.043, Acc: 0.998, Base Lr: 4.32e-03
2024-05-01 01:03:48 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.041, Acc: 0.998, Base Lr: 4.32e-03
2024-05-01 01:03:55 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.040, Acc: 0.998, Base Lr: 4.32e-03
2024-05-01 01:04:02 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.041, Acc: 0.998, Base Lr: 4.32e-03
2024-05-01 01:04:09 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.041, Acc: 0.998, Base Lr: 4.32e-03
2024-05-01 01:04:16 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.040, Acc: 0.998, Base Lr: 4.32e-03
2024-05-01 01:04:23 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-01 01:04:26 transreid.train INFO: Epoch 57 done. Time per epoch: 130.496[s] Speed: 90.2[samples/s]
2024-05-01 01:04:34 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.22e-03
2024-05-01 01:04:42 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.045, Acc: 0.995, Base Lr: 4.22e-03
2024-05-01 01:04:49 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.047, Acc: 0.995, Base Lr: 4.22e-03
2024-05-01 01:04:56 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.041, Acc: 0.995, Base Lr: 4.22e-03
2024-05-01 01:05:03 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.041, Acc: 0.996, Base Lr: 4.22e-03
2024-05-01 01:05:10 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.041, Acc: 0.996, Base Lr: 4.22e-03
2024-05-01 01:05:17 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.039, Acc: 0.996, Base Lr: 4.22e-03
2024-05-01 01:05:24 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.040, Acc: 0.996, Base Lr: 4.22e-03
2024-05-01 01:05:32 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.040, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 01:05:39 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 01:05:46 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 01:05:53 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 01:06:00 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.038, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 01:06:07 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.038, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 01:06:15 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.040, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 01:06:22 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 01:06:29 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.040, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 01:06:36 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 01:06:38 transreid.train INFO: Epoch 58 done. Time per epoch: 132.081[s] Speed: 88.7[samples/s]
2024-05-01 01:06:46 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.11e-03
2024-05-01 01:06:53 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.048, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 01:06:59 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.046, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 01:07:06 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.044, Acc: 0.996, Base Lr: 4.11e-03
2024-05-01 01:07:13 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.045, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 01:07:20 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.048, Acc: 0.996, Base Lr: 4.11e-03
2024-05-01 01:07:27 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.048, Acc: 0.996, Base Lr: 4.11e-03
2024-05-01 01:07:35 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.047, Acc: 0.996, Base Lr: 4.11e-03
2024-05-01 01:07:42 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.045, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 01:07:49 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.045, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 01:07:56 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.045, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 01:08:03 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.044, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 01:08:11 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.043, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 01:08:18 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.043, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 01:08:25 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.043, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 01:08:32 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.043, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 01:08:39 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.042, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 01:08:46 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.042, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 01:08:49 transreid.train INFO: Epoch 59 done. Time per epoch: 131.019[s] Speed: 89.9[samples/s]
2024-05-01 01:08:57 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.046, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 01:09:04 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.043, Acc: 0.999, Base Lr: 4.01e-03
2024-05-01 01:09:11 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.048, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 01:09:19 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.047, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 01:09:26 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.046, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 01:09:33 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.044, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 01:09:40 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.044, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 01:09:47 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.042, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 01:09:55 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.043, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 01:10:02 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.043, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 01:10:09 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.042, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 01:10:16 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.042, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 01:10:23 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.041, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 01:10:30 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.041, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 01:10:37 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.041, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 01:10:43 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.040, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 01:10:50 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.040, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 01:10:57 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.040, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 01:10:59 transreid.train INFO: Epoch 60 done. Time per epoch: 130.064[s] Speed: 90.0[samples/s]
2024-05-01 01:12:12 transreid.train INFO: Validation Results - Epoch: 60
2024-05-01 01:12:12 transreid.train INFO: mAP: 81.8%
2024-05-01 01:12:12 transreid.train INFO: CMC curve, Rank-1  :91.4%
2024-05-01 01:12:12 transreid.train INFO: CMC curve, Rank-5  :97.4%
2024-05-01 01:12:12 transreid.train INFO: CMC curve, Rank-10 :98.4%
2024-05-01 01:12:20 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.056, Acc: 0.994, Base Lr: 3.90e-03
2024-05-01 01:12:27 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.044, Acc: 0.997, Base Lr: 3.90e-03
2024-05-01 01:12:34 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.043, Acc: 0.996, Base Lr: 3.90e-03
2024-05-01 01:12:41 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.055, Acc: 0.996, Base Lr: 3.90e-03
2024-05-01 01:12:48 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.051, Acc: 0.996, Base Lr: 3.90e-03
2024-05-01 01:12:55 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.048, Acc: 0.996, Base Lr: 3.90e-03
2024-05-01 01:13:02 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.046, Acc: 0.997, Base Lr: 3.90e-03
2024-05-01 01:13:10 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.045, Acc: 0.997, Base Lr: 3.90e-03
2024-05-01 01:13:17 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.044, Acc: 0.997, Base Lr: 3.90e-03
2024-05-01 01:13:24 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.045, Acc: 0.997, Base Lr: 3.90e-03
2024-05-01 01:13:31 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.043, Acc: 0.997, Base Lr: 3.90e-03
2024-05-01 01:13:38 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.043, Acc: 0.997, Base Lr: 3.90e-03
2024-05-01 01:13:45 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.043, Acc: 0.997, Base Lr: 3.90e-03
2024-05-01 01:13:52 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.043, Acc: 0.997, Base Lr: 3.90e-03
2024-05-01 01:14:00 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.043, Acc: 0.997, Base Lr: 3.90e-03
2024-05-01 01:14:07 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.042, Acc: 0.997, Base Lr: 3.90e-03
2024-05-01 01:14:14 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.042, Acc: 0.997, Base Lr: 3.90e-03
2024-05-01 01:14:19 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.042, Acc: 0.997, Base Lr: 3.90e-03
2024-05-01 01:14:22 transreid.train INFO: Epoch 61 done. Time per epoch: 130.139[s] Speed: 90.5[samples/s]
2024-05-01 01:14:30 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.053, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 01:14:37 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.072, Acc: 0.995, Base Lr: 3.80e-03
2024-05-01 01:14:44 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.059, Acc: 0.996, Base Lr: 3.80e-03
2024-05-01 01:14:51 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.060, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 01:14:58 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.059, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 01:15:06 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.054, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 01:15:13 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.051, Acc: 0.997, Base Lr: 3.80e-03
2024-05-01 01:15:20 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.051, Acc: 0.998, Base Lr: 3.80e-03
2024-05-01 01:15:27 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.048, Acc: 0.998, Base Lr: 3.80e-03
2024-05-01 01:15:34 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.047, Acc: 0.998, Base Lr: 3.80e-03
2024-05-01 01:15:42 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.045, Acc: 0.998, Base Lr: 3.80e-03
2024-05-01 01:15:49 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.046, Acc: 0.998, Base Lr: 3.80e-03
2024-05-01 01:15:56 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.045, Acc: 0.998, Base Lr: 3.80e-03
2024-05-01 01:16:03 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.045, Acc: 0.998, Base Lr: 3.80e-03
2024-05-01 01:16:10 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.045, Acc: 0.998, Base Lr: 3.80e-03
2024-05-01 01:16:18 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.044, Acc: 0.998, Base Lr: 3.80e-03
2024-05-01 01:16:25 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.043, Acc: 0.998, Base Lr: 3.80e-03
2024-05-01 01:16:32 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.042, Acc: 0.998, Base Lr: 3.80e-03
2024-05-01 01:16:34 transreid.train INFO: Epoch 62 done. Time per epoch: 132.193[s] Speed: 88.6[samples/s]
2024-05-01 01:16:42 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.041, Acc: 0.995, Base Lr: 3.69e-03
2024-05-01 01:16:49 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.041, Acc: 0.997, Base Lr: 3.69e-03
2024-05-01 01:16:57 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.046, Acc: 0.996, Base Lr: 3.69e-03
2024-05-01 01:17:04 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.044, Acc: 0.996, Base Lr: 3.69e-03
2024-05-01 01:17:11 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.042, Acc: 0.997, Base Lr: 3.69e-03
2024-05-01 01:17:18 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.041, Acc: 0.997, Base Lr: 3.69e-03
2024-05-01 01:17:25 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.040, Acc: 0.997, Base Lr: 3.69e-03
2024-05-01 01:17:32 transreid.train INFO: Epoch[63] Iter[80/186] Loss: 0.038, Acc: 0.997, Base Lr: 3.69e-03
2024-05-01 01:17:40 transreid.train INFO: Epoch[63] Iter[90/186] Loss: 0.039, Acc: 0.997, Base Lr: 3.69e-03
2024-05-01 01:17:47 transreid.train INFO: Epoch[63] Iter[100/186] Loss: 0.042, Acc: 0.997, Base Lr: 3.69e-03
2024-05-01 01:17:54 transreid.train INFO: Epoch[63] Iter[110/186] Loss: 0.044, Acc: 0.997, Base Lr: 3.69e-03
2024-05-01 01:17:59 transreid.train INFO: Epoch[63] Iter[120/186] Loss: 0.048, Acc: 0.997, Base Lr: 3.69e-03
2024-05-01 01:18:07 transreid.train INFO: Epoch[63] Iter[130/186] Loss: 0.047, Acc: 0.997, Base Lr: 3.69e-03
2024-05-01 01:18:14 transreid.train INFO: Epoch[63] Iter[140/186] Loss: 0.046, Acc: 0.997, Base Lr: 3.69e-03
2024-05-01 01:18:21 transreid.train INFO: Epoch[63] Iter[150/186] Loss: 0.045, Acc: 0.997, Base Lr: 3.69e-03
2024-05-01 01:18:28 transreid.train INFO: Epoch[63] Iter[160/186] Loss: 0.046, Acc: 0.997, Base Lr: 3.69e-03
2024-05-01 01:18:35 transreid.train INFO: Epoch[63] Iter[170/186] Loss: 0.045, Acc: 0.997, Base Lr: 3.69e-03
2024-05-01 01:18:43 transreid.train INFO: Epoch[63] Iter[180/186] Loss: 0.044, Acc: 0.998, Base Lr: 3.69e-03
2024-05-01 01:18:45 transreid.train INFO: Epoch 63 done. Time per epoch: 130.680[s] Speed: 89.6[samples/s]
2024-05-01 01:18:53 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.078, Acc: 0.988, Base Lr: 3.59e-03
2024-05-01 01:19:00 transreid.train INFO: Epoch[64] Iter[20/186] Loss: 0.067, Acc: 0.991, Base Lr: 3.59e-03
2024-05-01 01:19:07 transreid.train INFO: Epoch[64] Iter[30/186] Loss: 0.058, Acc: 0.992, Base Lr: 3.59e-03
2024-05-01 01:19:14 transreid.train INFO: Epoch[64] Iter[40/186] Loss: 0.055, Acc: 0.994, Base Lr: 3.59e-03
2024-05-01 01:19:21 transreid.train INFO: Epoch[64] Iter[50/186] Loss: 0.049, Acc: 0.995, Base Lr: 3.59e-03
2024-05-01 01:19:29 transreid.train INFO: Epoch[64] Iter[60/186] Loss: 0.047, Acc: 0.996, Base Lr: 3.59e-03
2024-05-01 01:19:36 transreid.train INFO: Epoch[64] Iter[70/186] Loss: 0.043, Acc: 0.996, Base Lr: 3.59e-03
2024-05-01 01:19:43 transreid.train INFO: Epoch[64] Iter[80/186] Loss: 0.041, Acc: 0.997, Base Lr: 3.59e-03
2024-05-01 01:19:50 transreid.train INFO: Epoch[64] Iter[90/186] Loss: 0.041, Acc: 0.997, Base Lr: 3.59e-03
2024-05-01 01:19:57 transreid.train INFO: Epoch[64] Iter[100/186] Loss: 0.040, Acc: 0.997, Base Lr: 3.59e-03
2024-05-01 01:20:04 transreid.train INFO: Epoch[64] Iter[110/186] Loss: 0.041, Acc: 0.997, Base Lr: 3.59e-03
2024-05-01 01:20:11 transreid.train INFO: Epoch[64] Iter[120/186] Loss: 0.040, Acc: 0.997, Base Lr: 3.59e-03
2024-05-01 01:20:19 transreid.train INFO: Epoch[64] Iter[130/186] Loss: 0.039, Acc: 0.998, Base Lr: 3.59e-03
2024-05-01 01:20:26 transreid.train INFO: Epoch[64] Iter[140/186] Loss: 0.039, Acc: 0.998, Base Lr: 3.59e-03
2024-05-01 01:20:33 transreid.train INFO: Epoch[64] Iter[150/186] Loss: 0.039, Acc: 0.998, Base Lr: 3.59e-03
2024-05-01 01:20:40 transreid.train INFO: Epoch[64] Iter[160/186] Loss: 0.039, Acc: 0.998, Base Lr: 3.59e-03
2024-05-01 01:20:47 transreid.train INFO: Epoch[64] Iter[170/186] Loss: 0.038, Acc: 0.998, Base Lr: 3.59e-03
2024-05-01 01:20:54 transreid.train INFO: Epoch[64] Iter[180/186] Loss: 0.039, Acc: 0.998, Base Lr: 3.59e-03
2024-05-01 01:20:56 transreid.train INFO: Epoch 64 done. Time per epoch: 131.210[s] Speed: 89.3[samples/s]
2024-05-01 01:21:04 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.025, Acc: 1.000, Base Lr: 3.49e-03
2024-05-01 01:21:11 transreid.train INFO: Epoch[65] Iter[20/186] Loss: 0.032, Acc: 0.998, Base Lr: 3.49e-03
2024-05-01 01:21:18 transreid.train INFO: Epoch[65] Iter[30/186] Loss: 0.032, Acc: 0.999, Base Lr: 3.49e-03
2024-05-01 01:21:25 transreid.train INFO: Epoch[65] Iter[40/186] Loss: 0.031, Acc: 0.999, Base Lr: 3.49e-03
2024-05-01 01:21:32 transreid.train INFO: Epoch[65] Iter[50/186] Loss: 0.030, Acc: 0.999, Base Lr: 3.49e-03
2024-05-01 01:21:38 transreid.train INFO: Epoch[65] Iter[60/186] Loss: 0.031, Acc: 0.999, Base Lr: 3.49e-03
2024-05-01 01:21:44 transreid.train INFO: Epoch[65] Iter[70/186] Loss: 0.031, Acc: 0.999, Base Lr: 3.49e-03
2024-05-01 01:21:52 transreid.train INFO: Epoch[65] Iter[80/186] Loss: 0.032, Acc: 0.999, Base Lr: 3.49e-03
2024-05-01 01:21:59 transreid.train INFO: Epoch[65] Iter[90/186] Loss: 0.031, Acc: 0.999, Base Lr: 3.49e-03
2024-05-01 01:22:06 transreid.train INFO: Epoch[65] Iter[100/186] Loss: 0.032, Acc: 0.999, Base Lr: 3.49e-03
2024-05-01 01:22:13 transreid.train INFO: Epoch[65] Iter[110/186] Loss: 0.032, Acc: 0.999, Base Lr: 3.49e-03
2024-05-01 01:22:20 transreid.train INFO: Epoch[65] Iter[120/186] Loss: 0.032, Acc: 0.999, Base Lr: 3.49e-03
2024-05-01 01:22:27 transreid.train INFO: Epoch[65] Iter[130/186] Loss: 0.031, Acc: 0.999, Base Lr: 3.49e-03
2024-05-01 01:22:34 transreid.train INFO: Epoch[65] Iter[140/186] Loss: 0.031, Acc: 0.999, Base Lr: 3.49e-03
2024-05-01 01:22:41 transreid.train INFO: Epoch[65] Iter[150/186] Loss: 0.031, Acc: 0.999, Base Lr: 3.49e-03
2024-05-01 01:22:48 transreid.train INFO: Epoch[65] Iter[160/186] Loss: 0.031, Acc: 0.999, Base Lr: 3.49e-03
2024-05-01 01:22:55 transreid.train INFO: Epoch[65] Iter[170/186] Loss: 0.030, Acc: 0.999, Base Lr: 3.49e-03
2024-05-01 01:23:03 transreid.train INFO: Epoch[65] Iter[180/186] Loss: 0.031, Acc: 0.999, Base Lr: 3.49e-03
2024-05-01 01:23:05 transreid.train INFO: Epoch 65 done. Time per epoch: 129.367[s] Speed: 91.0[samples/s]
2024-05-01 01:23:13 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.030, Acc: 0.998, Base Lr: 3.38e-03
2024-05-01 01:23:20 transreid.train INFO: Epoch[66] Iter[20/186] Loss: 0.041, Acc: 0.997, Base Lr: 3.38e-03
2024-05-01 01:23:27 transreid.train INFO: Epoch[66] Iter[30/186] Loss: 0.035, Acc: 0.997, Base Lr: 3.38e-03
2024-05-01 01:23:34 transreid.train INFO: Epoch[66] Iter[40/186] Loss: 0.035, Acc: 0.998, Base Lr: 3.38e-03
2024-05-01 01:23:41 transreid.train INFO: Epoch[66] Iter[50/186] Loss: 0.035, Acc: 0.998, Base Lr: 3.38e-03
2024-05-01 01:23:48 transreid.train INFO: Epoch[66] Iter[60/186] Loss: 0.036, Acc: 0.998, Base Lr: 3.38e-03
2024-05-01 01:23:55 transreid.train INFO: Epoch[66] Iter[70/186] Loss: 0.036, Acc: 0.998, Base Lr: 3.38e-03
2024-05-01 01:24:02 transreid.train INFO: Epoch[66] Iter[80/186] Loss: 0.034, Acc: 0.998, Base Lr: 3.38e-03
2024-05-01 01:24:09 transreid.train INFO: Epoch[66] Iter[90/186] Loss: 0.036, Acc: 0.998, Base Lr: 3.38e-03
2024-05-01 01:24:16 transreid.train INFO: Epoch[66] Iter[100/186] Loss: 0.034, Acc: 0.998, Base Lr: 3.38e-03
2024-05-01 01:24:23 transreid.train INFO: Epoch[66] Iter[110/186] Loss: 0.034, Acc: 0.998, Base Lr: 3.38e-03
2024-05-01 01:24:31 transreid.train INFO: Epoch[66] Iter[120/186] Loss: 0.037, Acc: 0.998, Base Lr: 3.38e-03
2024-05-01 01:24:38 transreid.train INFO: Epoch[66] Iter[130/186] Loss: 0.036, Acc: 0.998, Base Lr: 3.38e-03
2024-05-01 01:24:45 transreid.train INFO: Epoch[66] Iter[140/186] Loss: 0.035, Acc: 0.998, Base Lr: 3.38e-03
2024-05-01 01:24:52 transreid.train INFO: Epoch[66] Iter[150/186] Loss: 0.035, Acc: 0.998, Base Lr: 3.38e-03
2024-05-01 01:24:59 transreid.train INFO: Epoch[66] Iter[160/186] Loss: 0.034, Acc: 0.998, Base Lr: 3.38e-03
2024-05-01 01:25:06 transreid.train INFO: Epoch[66] Iter[170/186] Loss: 0.034, Acc: 0.998, Base Lr: 3.38e-03
2024-05-01 01:25:12 transreid.train INFO: Epoch[66] Iter[180/186] Loss: 0.034, Acc: 0.998, Base Lr: 3.38e-03
2024-05-01 01:25:13 transreid.train INFO: Epoch 66 done. Time per epoch: 127.695[s] Speed: 91.7[samples/s]
2024-05-01 01:25:21 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.029, Acc: 0.995, Base Lr: 3.28e-03
2024-05-01 01:25:28 transreid.train INFO: Epoch[67] Iter[20/186] Loss: 0.046, Acc: 0.997, Base Lr: 3.28e-03
2024-05-01 01:25:35 transreid.train INFO: Epoch[67] Iter[30/186] Loss: 0.048, Acc: 0.997, Base Lr: 3.28e-03
2024-05-01 01:25:42 transreid.train INFO: Epoch[67] Iter[40/186] Loss: 0.046, Acc: 0.997, Base Lr: 3.28e-03
2024-05-01 01:25:49 transreid.train INFO: Epoch[67] Iter[50/186] Loss: 0.043, Acc: 0.998, Base Lr: 3.28e-03
2024-05-01 01:25:56 transreid.train INFO: Epoch[67] Iter[60/186] Loss: 0.041, Acc: 0.998, Base Lr: 3.28e-03
2024-05-01 01:26:03 transreid.train INFO: Epoch[67] Iter[70/186] Loss: 0.041, Acc: 0.998, Base Lr: 3.28e-03
2024-05-01 01:26:10 transreid.train INFO: Epoch[67] Iter[80/186] Loss: 0.040, Acc: 0.998, Base Lr: 3.28e-03
2024-05-01 01:26:17 transreid.train INFO: Epoch[67] Iter[90/186] Loss: 0.039, Acc: 0.998, Base Lr: 3.28e-03
2024-05-01 01:26:24 transreid.train INFO: Epoch[67] Iter[100/186] Loss: 0.040, Acc: 0.998, Base Lr: 3.28e-03
2024-05-01 01:26:31 transreid.train INFO: Epoch[67] Iter[110/186] Loss: 0.040, Acc: 0.998, Base Lr: 3.28e-03
2024-05-01 01:26:38 transreid.train INFO: Epoch[67] Iter[120/186] Loss: 0.039, Acc: 0.998, Base Lr: 3.28e-03
2024-05-01 01:26:45 transreid.train INFO: Epoch[67] Iter[130/186] Loss: 0.038, Acc: 0.998, Base Lr: 3.28e-03
2024-05-01 01:26:52 transreid.train INFO: Epoch[67] Iter[140/186] Loss: 0.037, Acc: 0.998, Base Lr: 3.28e-03
2024-05-01 01:26:59 transreid.train INFO: Epoch[67] Iter[150/186] Loss: 0.036, Acc: 0.998, Base Lr: 3.28e-03
2024-05-01 01:27:06 transreid.train INFO: Epoch[67] Iter[160/186] Loss: 0.036, Acc: 0.998, Base Lr: 3.28e-03
2024-05-01 01:27:13 transreid.train INFO: Epoch[67] Iter[170/186] Loss: 0.036, Acc: 0.998, Base Lr: 3.28e-03
2024-05-01 01:27:20 transreid.train INFO: Epoch[67] Iter[180/186] Loss: 0.035, Acc: 0.998, Base Lr: 3.28e-03
2024-05-01 01:27:23 transreid.train INFO: Epoch 67 done. Time per epoch: 130.265[s] Speed: 90.4[samples/s]
2024-05-01 01:27:31 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.028, Acc: 0.997, Base Lr: 3.18e-03
2024-05-01 01:27:38 transreid.train INFO: Epoch[68] Iter[20/186] Loss: 0.028, Acc: 0.997, Base Lr: 3.18e-03
2024-05-01 01:27:45 transreid.train INFO: Epoch[68] Iter[30/186] Loss: 0.032, Acc: 0.997, Base Lr: 3.18e-03
2024-05-01 01:27:52 transreid.train INFO: Epoch[68] Iter[40/186] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-01 01:27:59 transreid.train INFO: Epoch[68] Iter[50/186] Loss: 0.031, Acc: 0.998, Base Lr: 3.18e-03
2024-05-01 01:28:06 transreid.train INFO: Epoch[68] Iter[60/186] Loss: 0.031, Acc: 0.997, Base Lr: 3.18e-03
2024-05-01 01:28:13 transreid.train INFO: Epoch[68] Iter[70/186] Loss: 0.036, Acc: 0.997, Base Lr: 3.18e-03
2024-05-01 01:28:20 transreid.train INFO: Epoch[68] Iter[80/186] Loss: 0.036, Acc: 0.997, Base Lr: 3.18e-03
2024-05-01 01:28:28 transreid.train INFO: Epoch[68] Iter[90/186] Loss: 0.037, Acc: 0.998, Base Lr: 3.18e-03
2024-05-01 01:28:35 transreid.train INFO: Epoch[68] Iter[100/186] Loss: 0.034, Acc: 0.998, Base Lr: 3.18e-03
2024-05-01 01:28:42 transreid.train INFO: Epoch[68] Iter[110/186] Loss: 0.033, Acc: 0.998, Base Lr: 3.18e-03
2024-05-01 01:28:47 transreid.train INFO: Epoch[68] Iter[120/186] Loss: 0.032, Acc: 0.998, Base Lr: 3.18e-03
2024-05-01 01:28:54 transreid.train INFO: Epoch[68] Iter[130/186] Loss: 0.031, Acc: 0.998, Base Lr: 3.18e-03
2024-05-01 01:29:01 transreid.train INFO: Epoch[68] Iter[140/186] Loss: 0.032, Acc: 0.998, Base Lr: 3.18e-03
2024-05-01 01:29:08 transreid.train INFO: Epoch[68] Iter[150/186] Loss: 0.031, Acc: 0.998, Base Lr: 3.18e-03
2024-05-01 01:29:15 transreid.train INFO: Epoch[68] Iter[160/186] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-01 01:29:22 transreid.train INFO: Epoch[68] Iter[170/186] Loss: 0.029, Acc: 0.998, Base Lr: 3.18e-03
2024-05-01 01:29:29 transreid.train INFO: Epoch[68] Iter[180/186] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-01 01:29:31 transreid.train INFO: Epoch 68 done. Time per epoch: 127.782[s] Speed: 91.7[samples/s]
2024-05-01 01:29:39 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.031, Acc: 1.000, Base Lr: 3.08e-03
2024-05-01 01:29:46 transreid.train INFO: Epoch[69] Iter[20/186] Loss: 0.031, Acc: 0.998, Base Lr: 3.08e-03
2024-05-01 01:29:53 transreid.train INFO: Epoch[69] Iter[30/186] Loss: 0.031, Acc: 0.998, Base Lr: 3.08e-03
2024-05-01 01:30:00 transreid.train INFO: Epoch[69] Iter[40/186] Loss: 0.034, Acc: 0.998, Base Lr: 3.08e-03
2024-05-01 01:30:07 transreid.train INFO: Epoch[69] Iter[50/186] Loss: 0.035, Acc: 0.998, Base Lr: 3.08e-03
2024-05-01 01:30:14 transreid.train INFO: Epoch[69] Iter[60/186] Loss: 0.036, Acc: 0.998, Base Lr: 3.08e-03
2024-05-01 01:30:21 transreid.train INFO: Epoch[69] Iter[70/186] Loss: 0.035, Acc: 0.998, Base Lr: 3.08e-03
2024-05-01 01:30:28 transreid.train INFO: Epoch[69] Iter[80/186] Loss: 0.035, Acc: 0.998, Base Lr: 3.08e-03
2024-05-01 01:30:35 transreid.train INFO: Epoch[69] Iter[90/186] Loss: 0.035, Acc: 0.998, Base Lr: 3.08e-03
2024-05-01 01:30:42 transreid.train INFO: Epoch[69] Iter[100/186] Loss: 0.034, Acc: 0.998, Base Lr: 3.08e-03
2024-05-01 01:30:49 transreid.train INFO: Epoch[69] Iter[110/186] Loss: 0.035, Acc: 0.998, Base Lr: 3.08e-03
2024-05-01 01:30:56 transreid.train INFO: Epoch[69] Iter[120/186] Loss: 0.036, Acc: 0.998, Base Lr: 3.08e-03
2024-05-01 01:31:04 transreid.train INFO: Epoch[69] Iter[130/186] Loss: 0.037, Acc: 0.998, Base Lr: 3.08e-03
2024-05-01 01:31:11 transreid.train INFO: Epoch[69] Iter[140/186] Loss: 0.040, Acc: 0.998, Base Lr: 3.08e-03
2024-05-01 01:31:18 transreid.train INFO: Epoch[69] Iter[150/186] Loss: 0.039, Acc: 0.998, Base Lr: 3.08e-03
2024-05-01 01:31:25 transreid.train INFO: Epoch[69] Iter[160/186] Loss: 0.038, Acc: 0.998, Base Lr: 3.08e-03
2024-05-01 01:31:32 transreid.train INFO: Epoch[69] Iter[170/186] Loss: 0.038, Acc: 0.998, Base Lr: 3.08e-03
2024-05-01 01:31:39 transreid.train INFO: Epoch[69] Iter[180/186] Loss: 0.037, Acc: 0.998, Base Lr: 3.08e-03
2024-05-01 01:31:42 transreid.train INFO: Epoch 69 done. Time per epoch: 130.371[s] Speed: 90.3[samples/s]
2024-05-01 01:31:49 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.029, Acc: 1.000, Base Lr: 2.97e-03
2024-05-01 01:31:56 transreid.train INFO: Epoch[70] Iter[20/186] Loss: 0.028, Acc: 0.999, Base Lr: 2.97e-03
2024-05-01 01:32:03 transreid.train INFO: Epoch[70] Iter[30/186] Loss: 0.027, Acc: 0.999, Base Lr: 2.97e-03
2024-05-01 01:32:11 transreid.train INFO: Epoch[70] Iter[40/186] Loss: 0.030, Acc: 0.999, Base Lr: 2.97e-03
2024-05-01 01:32:18 transreid.train INFO: Epoch[70] Iter[50/186] Loss: 0.038, Acc: 0.999, Base Lr: 2.97e-03
2024-05-01 01:32:23 transreid.train INFO: Epoch[70] Iter[60/186] Loss: 0.037, Acc: 0.999, Base Lr: 2.97e-03
2024-05-01 01:32:30 transreid.train INFO: Epoch[70] Iter[70/186] Loss: 0.038, Acc: 0.999, Base Lr: 2.97e-03
2024-05-01 01:32:37 transreid.train INFO: Epoch[70] Iter[80/186] Loss: 0.039, Acc: 0.998, Base Lr: 2.97e-03
2024-05-01 01:32:44 transreid.train INFO: Epoch[70] Iter[90/186] Loss: 0.040, Acc: 0.998, Base Lr: 2.97e-03
2024-05-01 01:32:51 transreid.train INFO: Epoch[70] Iter[100/186] Loss: 0.038, Acc: 0.998, Base Lr: 2.97e-03
2024-05-01 01:32:58 transreid.train INFO: Epoch[70] Iter[110/186] Loss: 0.037, Acc: 0.998, Base Lr: 2.97e-03
2024-05-01 01:33:05 transreid.train INFO: Epoch[70] Iter[120/186] Loss: 0.036, Acc: 0.998, Base Lr: 2.97e-03
2024-05-01 01:33:12 transreid.train INFO: Epoch[70] Iter[130/186] Loss: 0.034, Acc: 0.999, Base Lr: 2.97e-03
2024-05-01 01:33:19 transreid.train INFO: Epoch[70] Iter[140/186] Loss: 0.036, Acc: 0.998, Base Lr: 2.97e-03
2024-05-01 01:33:26 transreid.train INFO: Epoch[70] Iter[150/186] Loss: 0.036, Acc: 0.998, Base Lr: 2.97e-03
2024-05-01 01:33:33 transreid.train INFO: Epoch[70] Iter[160/186] Loss: 0.037, Acc: 0.998, Base Lr: 2.97e-03
2024-05-01 01:33:40 transreid.train INFO: Epoch[70] Iter[170/186] Loss: 0.037, Acc: 0.998, Base Lr: 2.97e-03
2024-05-01 01:33:47 transreid.train INFO: Epoch[70] Iter[180/186] Loss: 0.036, Acc: 0.998, Base Lr: 2.97e-03
2024-05-01 01:33:50 transreid.train INFO: Epoch 70 done. Time per epoch: 128.087[s] Speed: 91.4[samples/s]
2024-05-01 01:33:57 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.043, Acc: 0.997, Base Lr: 2.87e-03
2024-05-01 01:34:04 transreid.train INFO: Epoch[71] Iter[20/186] Loss: 0.040, Acc: 0.996, Base Lr: 2.87e-03
2024-05-01 01:34:11 transreid.train INFO: Epoch[71] Iter[30/186] Loss: 0.037, Acc: 0.997, Base Lr: 2.87e-03
2024-05-01 01:34:18 transreid.train INFO: Epoch[71] Iter[40/186] Loss: 0.035, Acc: 0.997, Base Lr: 2.87e-03
2024-05-01 01:34:25 transreid.train INFO: Epoch[71] Iter[50/186] Loss: 0.038, Acc: 0.997, Base Lr: 2.87e-03
2024-05-01 01:34:32 transreid.train INFO: Epoch[71] Iter[60/186] Loss: 0.038, Acc: 0.997, Base Lr: 2.87e-03
2024-05-01 01:34:40 transreid.train INFO: Epoch[71] Iter[70/186] Loss: 0.039, Acc: 0.997, Base Lr: 2.87e-03
2024-05-01 01:34:47 transreid.train INFO: Epoch[71] Iter[80/186] Loss: 0.039, Acc: 0.997, Base Lr: 2.87e-03
2024-05-01 01:34:54 transreid.train INFO: Epoch[71] Iter[90/186] Loss: 0.037, Acc: 0.997, Base Lr: 2.87e-03
2024-05-01 01:35:01 transreid.train INFO: Epoch[71] Iter[100/186] Loss: 0.036, Acc: 0.997, Base Lr: 2.87e-03
2024-05-01 01:35:08 transreid.train INFO: Epoch[71] Iter[110/186] Loss: 0.035, Acc: 0.997, Base Lr: 2.87e-03
2024-05-01 01:35:15 transreid.train INFO: Epoch[71] Iter[120/186] Loss: 0.035, Acc: 0.997, Base Lr: 2.87e-03
2024-05-01 01:35:22 transreid.train INFO: Epoch[71] Iter[130/186] Loss: 0.034, Acc: 0.997, Base Lr: 2.87e-03
2024-05-01 01:35:29 transreid.train INFO: Epoch[71] Iter[140/186] Loss: 0.034, Acc: 0.997, Base Lr: 2.87e-03
2024-05-01 01:35:36 transreid.train INFO: Epoch[71] Iter[150/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.87e-03
2024-05-01 01:35:43 transreid.train INFO: Epoch[71] Iter[160/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.87e-03
2024-05-01 01:35:50 transreid.train INFO: Epoch[71] Iter[170/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.87e-03
2024-05-01 01:35:56 transreid.train INFO: Epoch[71] Iter[180/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.87e-03
2024-05-01 01:35:58 transreid.train INFO: Epoch 71 done. Time per epoch: 128.622[s] Speed: 91.6[samples/s]
2024-05-01 01:36:06 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.043, Acc: 0.997, Base Lr: 2.77e-03
2024-05-01 01:36:13 transreid.train INFO: Epoch[72] Iter[20/186] Loss: 0.047, Acc: 0.997, Base Lr: 2.77e-03
2024-05-01 01:36:20 transreid.train INFO: Epoch[72] Iter[30/186] Loss: 0.041, Acc: 0.998, Base Lr: 2.77e-03
2024-05-01 01:36:27 transreid.train INFO: Epoch[72] Iter[40/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.77e-03
2024-05-01 01:36:34 transreid.train INFO: Epoch[72] Iter[50/186] Loss: 0.039, Acc: 0.998, Base Lr: 2.77e-03
2024-05-01 01:36:41 transreid.train INFO: Epoch[72] Iter[60/186] Loss: 0.039, Acc: 0.998, Base Lr: 2.77e-03
2024-05-01 01:36:49 transreid.train INFO: Epoch[72] Iter[70/186] Loss: 0.039, Acc: 0.998, Base Lr: 2.77e-03
2024-05-01 01:36:56 transreid.train INFO: Epoch[72] Iter[80/186] Loss: 0.040, Acc: 0.997, Base Lr: 2.77e-03
2024-05-01 01:37:03 transreid.train INFO: Epoch[72] Iter[90/186] Loss: 0.038, Acc: 0.998, Base Lr: 2.77e-03
2024-05-01 01:37:10 transreid.train INFO: Epoch[72] Iter[100/186] Loss: 0.038, Acc: 0.998, Base Lr: 2.77e-03
2024-05-01 01:37:17 transreid.train INFO: Epoch[72] Iter[110/186] Loss: 0.037, Acc: 0.998, Base Lr: 2.77e-03
2024-05-01 01:37:24 transreid.train INFO: Epoch[72] Iter[120/186] Loss: 0.036, Acc: 0.998, Base Lr: 2.77e-03
2024-05-01 01:37:31 transreid.train INFO: Epoch[72] Iter[130/186] Loss: 0.036, Acc: 0.998, Base Lr: 2.77e-03
2024-05-01 01:37:38 transreid.train INFO: Epoch[72] Iter[140/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.77e-03
2024-05-01 01:37:45 transreid.train INFO: Epoch[72] Iter[150/186] Loss: 0.036, Acc: 0.998, Base Lr: 2.77e-03
2024-05-01 01:37:52 transreid.train INFO: Epoch[72] Iter[160/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.77e-03
2024-05-01 01:37:59 transreid.train INFO: Epoch[72] Iter[170/186] Loss: 0.034, Acc: 0.998, Base Lr: 2.77e-03
2024-05-01 01:38:06 transreid.train INFO: Epoch[72] Iter[180/186] Loss: 0.034, Acc: 0.998, Base Lr: 2.77e-03
2024-05-01 01:38:08 transreid.train INFO: Epoch 72 done. Time per epoch: 130.011[s] Speed: 90.1[samples/s]
2024-05-01 01:38:16 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.041, Acc: 0.995, Base Lr: 2.68e-03
2024-05-01 01:38:23 transreid.train INFO: Epoch[73] Iter[20/186] Loss: 0.052, Acc: 0.995, Base Lr: 2.68e-03
2024-05-01 01:38:30 transreid.train INFO: Epoch[73] Iter[30/186] Loss: 0.045, Acc: 0.996, Base Lr: 2.68e-03
2024-05-01 01:38:37 transreid.train INFO: Epoch[73] Iter[40/186] Loss: 0.047, Acc: 0.997, Base Lr: 2.68e-03
2024-05-01 01:38:44 transreid.train INFO: Epoch[73] Iter[50/186] Loss: 0.048, Acc: 0.996, Base Lr: 2.68e-03
2024-05-01 01:38:51 transreid.train INFO: Epoch[73] Iter[60/186] Loss: 0.046, Acc: 0.996, Base Lr: 2.68e-03
2024-05-01 01:38:58 transreid.train INFO: Epoch[73] Iter[70/186] Loss: 0.043, Acc: 0.997, Base Lr: 2.68e-03
2024-05-01 01:39:06 transreid.train INFO: Epoch[73] Iter[80/186] Loss: 0.041, Acc: 0.997, Base Lr: 2.68e-03
2024-05-01 01:39:13 transreid.train INFO: Epoch[73] Iter[90/186] Loss: 0.042, Acc: 0.997, Base Lr: 2.68e-03
2024-05-01 01:39:20 transreid.train INFO: Epoch[73] Iter[100/186] Loss: 0.040, Acc: 0.997, Base Lr: 2.68e-03
2024-05-01 01:39:27 transreid.train INFO: Epoch[73] Iter[110/186] Loss: 0.039, Acc: 0.997, Base Lr: 2.68e-03
2024-05-01 01:39:33 transreid.train INFO: Epoch[73] Iter[120/186] Loss: 0.037, Acc: 0.998, Base Lr: 2.68e-03
2024-05-01 01:39:39 transreid.train INFO: Epoch[73] Iter[130/186] Loss: 0.036, Acc: 0.998, Base Lr: 2.68e-03
2024-05-01 01:39:46 transreid.train INFO: Epoch[73] Iter[140/186] Loss: 0.036, Acc: 0.998, Base Lr: 2.68e-03
2024-05-01 01:39:53 transreid.train INFO: Epoch[73] Iter[150/186] Loss: 0.034, Acc: 0.998, Base Lr: 2.68e-03
2024-05-01 01:40:00 transreid.train INFO: Epoch[73] Iter[160/186] Loss: 0.034, Acc: 0.998, Base Lr: 2.68e-03
2024-05-01 01:40:07 transreid.train INFO: Epoch[73] Iter[170/186] Loss: 0.034, Acc: 0.998, Base Lr: 2.68e-03
2024-05-01 01:40:14 transreid.train INFO: Epoch[73] Iter[180/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.68e-03
2024-05-01 01:40:17 transreid.train INFO: Epoch 73 done. Time per epoch: 128.338[s] Speed: 91.3[samples/s]
2024-05-01 01:40:25 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.028, Acc: 0.998, Base Lr: 2.58e-03
2024-05-01 01:40:32 transreid.train INFO: Epoch[74] Iter[20/186] Loss: 0.027, Acc: 0.998, Base Lr: 2.58e-03
2024-05-01 01:40:39 transreid.train INFO: Epoch[74] Iter[30/186] Loss: 0.036, Acc: 0.999, Base Lr: 2.58e-03
2024-05-01 01:40:46 transreid.train INFO: Epoch[74] Iter[40/186] Loss: 0.033, Acc: 0.999, Base Lr: 2.58e-03
2024-05-01 01:40:53 transreid.train INFO: Epoch[74] Iter[50/186] Loss: 0.037, Acc: 0.999, Base Lr: 2.58e-03
2024-05-01 01:41:00 transreid.train INFO: Epoch[74] Iter[60/186] Loss: 0.035, Acc: 0.999, Base Lr: 2.58e-03
2024-05-01 01:41:07 transreid.train INFO: Epoch[74] Iter[70/186] Loss: 0.035, Acc: 0.999, Base Lr: 2.58e-03
2024-05-01 01:41:14 transreid.train INFO: Epoch[74] Iter[80/186] Loss: 0.034, Acc: 0.999, Base Lr: 2.58e-03
2024-05-01 01:41:21 transreid.train INFO: Epoch[74] Iter[90/186] Loss: 0.033, Acc: 0.999, Base Lr: 2.58e-03
2024-05-01 01:41:28 transreid.train INFO: Epoch[74] Iter[100/186] Loss: 0.034, Acc: 0.999, Base Lr: 2.58e-03
2024-05-01 01:41:35 transreid.train INFO: Epoch[74] Iter[110/186] Loss: 0.034, Acc: 0.999, Base Lr: 2.58e-03
2024-05-01 01:41:42 transreid.train INFO: Epoch[74] Iter[120/186] Loss: 0.032, Acc: 0.999, Base Lr: 2.58e-03
2024-05-01 01:41:49 transreid.train INFO: Epoch[74] Iter[130/186] Loss: 0.031, Acc: 0.999, Base Lr: 2.58e-03
2024-05-01 01:41:56 transreid.train INFO: Epoch[74] Iter[140/186] Loss: 0.031, Acc: 0.999, Base Lr: 2.58e-03
2024-05-01 01:42:03 transreid.train INFO: Epoch[74] Iter[150/186] Loss: 0.031, Acc: 0.999, Base Lr: 2.58e-03
2024-05-01 01:42:10 transreid.train INFO: Epoch[74] Iter[160/186] Loss: 0.030, Acc: 0.999, Base Lr: 2.58e-03
2024-05-01 01:42:17 transreid.train INFO: Epoch[74] Iter[170/186] Loss: 0.029, Acc: 0.999, Base Lr: 2.58e-03
2024-05-01 01:42:24 transreid.train INFO: Epoch[74] Iter[180/186] Loss: 0.030, Acc: 0.999, Base Lr: 2.58e-03
2024-05-01 01:42:26 transreid.train INFO: Epoch 74 done. Time per epoch: 129.843[s] Speed: 90.2[samples/s]
2024-05-01 01:42:34 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.041, Acc: 0.998, Base Lr: 2.48e-03
2024-05-01 01:42:41 transreid.train INFO: Epoch[75] Iter[20/186] Loss: 0.034, Acc: 0.999, Base Lr: 2.48e-03
2024-05-01 01:42:48 transreid.train INFO: Epoch[75] Iter[30/186] Loss: 0.036, Acc: 0.999, Base Lr: 2.48e-03
2024-05-01 01:42:55 transreid.train INFO: Epoch[75] Iter[40/186] Loss: 0.038, Acc: 0.998, Base Lr: 2.48e-03
2024-05-01 01:43:02 transreid.train INFO: Epoch[75] Iter[50/186] Loss: 0.036, Acc: 0.999, Base Lr: 2.48e-03
2024-05-01 01:43:08 transreid.train INFO: Epoch[75] Iter[60/186] Loss: 0.033, Acc: 0.999, Base Lr: 2.48e-03
2024-05-01 01:43:15 transreid.train INFO: Epoch[75] Iter[70/186] Loss: 0.031, Acc: 0.999, Base Lr: 2.48e-03
2024-05-01 01:43:23 transreid.train INFO: Epoch[75] Iter[80/186] Loss: 0.029, Acc: 0.999, Base Lr: 2.48e-03
2024-05-01 01:43:31 transreid.train INFO: Epoch[75] Iter[90/186] Loss: 0.030, Acc: 0.999, Base Lr: 2.48e-03
2024-05-01 01:43:39 transreid.train INFO: Epoch[75] Iter[100/186] Loss: 0.031, Acc: 0.999, Base Lr: 2.48e-03
2024-05-01 01:43:47 transreid.train INFO: Epoch[75] Iter[110/186] Loss: 0.030, Acc: 0.999, Base Lr: 2.48e-03
2024-05-01 01:43:55 transreid.train INFO: Epoch[75] Iter[120/186] Loss: 0.029, Acc: 0.999, Base Lr: 2.48e-03
2024-05-01 01:44:03 transreid.train INFO: Epoch[75] Iter[130/186] Loss: 0.031, Acc: 0.999, Base Lr: 2.48e-03
2024-05-01 01:44:11 transreid.train INFO: Epoch[75] Iter[140/186] Loss: 0.031, Acc: 0.999, Base Lr: 2.48e-03
2024-05-01 01:44:19 transreid.train INFO: Epoch[75] Iter[150/186] Loss: 0.031, Acc: 0.999, Base Lr: 2.48e-03
2024-05-01 01:44:26 transreid.train INFO: Epoch[75] Iter[160/186] Loss: 0.030, Acc: 0.998, Base Lr: 2.48e-03
2024-05-01 01:44:34 transreid.train INFO: Epoch[75] Iter[170/186] Loss: 0.029, Acc: 0.999, Base Lr: 2.48e-03
2024-05-01 01:44:42 transreid.train INFO: Epoch[75] Iter[180/186] Loss: 0.029, Acc: 0.999, Base Lr: 2.48e-03
2024-05-01 01:44:45 transreid.train INFO: Epoch 75 done. Time per epoch: 138.519[s] Speed: 84.6[samples/s]
2024-05-01 01:44:54 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.025, Acc: 1.000, Base Lr: 2.38e-03
2024-05-01 01:45:02 transreid.train INFO: Epoch[76] Iter[20/186] Loss: 0.034, Acc: 0.999, Base Lr: 2.38e-03
2024-05-01 01:45:10 transreid.train INFO: Epoch[76] Iter[30/186] Loss: 0.038, Acc: 0.999, Base Lr: 2.38e-03
2024-05-01 01:45:18 transreid.train INFO: Epoch[76] Iter[40/186] Loss: 0.036, Acc: 0.999, Base Lr: 2.38e-03
2024-05-01 01:45:22 transreid.train INFO: Epoch[76] Iter[50/186] Loss: 0.032, Acc: 0.999, Base Lr: 2.38e-03
2024-05-01 01:45:26 transreid.train INFO: Epoch[76] Iter[60/186] Loss: 0.033, Acc: 0.999, Base Lr: 2.38e-03
2024-05-01 01:45:31 transreid.train INFO: Epoch[76] Iter[70/186] Loss: 0.030, Acc: 0.999, Base Lr: 2.38e-03
2024-05-01 01:45:35 transreid.train INFO: Epoch[76] Iter[80/186] Loss: 0.030, Acc: 0.999, Base Lr: 2.38e-03
2024-05-01 01:45:39 transreid.train INFO: Epoch[76] Iter[90/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.38e-03
2024-05-01 01:45:44 transreid.train INFO: Epoch[76] Iter[100/186] Loss: 0.031, Acc: 0.998, Base Lr: 2.38e-03
2024-05-01 01:45:48 transreid.train INFO: Epoch[76] Iter[110/186] Loss: 0.031, Acc: 0.998, Base Lr: 2.38e-03
2024-05-01 01:45:52 transreid.train INFO: Epoch[76] Iter[120/186] Loss: 0.030, Acc: 0.998, Base Lr: 2.38e-03
2024-05-01 01:45:56 transreid.train INFO: Epoch[76] Iter[130/186] Loss: 0.030, Acc: 0.998, Base Lr: 2.38e-03
2024-05-01 01:46:01 transreid.train INFO: Epoch[76] Iter[140/186] Loss: 0.029, Acc: 0.998, Base Lr: 2.38e-03
2024-05-01 01:46:05 transreid.train INFO: Epoch[76] Iter[150/186] Loss: 0.029, Acc: 0.998, Base Lr: 2.38e-03
2024-05-01 01:46:09 transreid.train INFO: Epoch[76] Iter[160/186] Loss: 0.028, Acc: 0.998, Base Lr: 2.38e-03
2024-05-01 01:46:14 transreid.train INFO: Epoch[76] Iter[170/186] Loss: 0.028, Acc: 0.998, Base Lr: 2.38e-03
2024-05-01 01:46:18 transreid.train INFO: Epoch[76] Iter[180/186] Loss: 0.027, Acc: 0.998, Base Lr: 2.38e-03
2024-05-01 01:46:19 transreid.train INFO: Epoch 76 done. Time per epoch: 94.269[s] Speed: 124.2[samples/s]
2024-05-01 01:46:24 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.035, Acc: 1.000, Base Lr: 2.29e-03
2024-05-01 01:46:29 transreid.train INFO: Epoch[77] Iter[20/186] Loss: 0.034, Acc: 0.999, Base Lr: 2.29e-03
2024-05-01 01:46:33 transreid.train INFO: Epoch[77] Iter[30/186] Loss: 0.035, Acc: 0.999, Base Lr: 2.29e-03
2024-05-01 01:46:37 transreid.train INFO: Epoch[77] Iter[40/186] Loss: 0.036, Acc: 0.998, Base Lr: 2.29e-03
2024-05-01 01:46:42 transreid.train INFO: Epoch[77] Iter[50/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.29e-03
2024-05-01 01:46:46 transreid.train INFO: Epoch[77] Iter[60/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.29e-03
2024-05-01 01:46:50 transreid.train INFO: Epoch[77] Iter[70/186] Loss: 0.031, Acc: 0.999, Base Lr: 2.29e-03
2024-05-01 01:46:55 transreid.train INFO: Epoch[77] Iter[80/186] Loss: 0.031, Acc: 0.999, Base Lr: 2.29e-03
2024-05-01 01:46:59 transreid.train INFO: Epoch[77] Iter[90/186] Loss: 0.031, Acc: 0.999, Base Lr: 2.29e-03
2024-05-01 01:47:03 transreid.train INFO: Epoch[77] Iter[100/186] Loss: 0.031, Acc: 0.999, Base Lr: 2.29e-03
2024-05-01 01:47:08 transreid.train INFO: Epoch[77] Iter[110/186] Loss: 0.029, Acc: 0.999, Base Lr: 2.29e-03
2024-05-01 01:47:12 transreid.train INFO: Epoch[77] Iter[120/186] Loss: 0.028, Acc: 0.999, Base Lr: 2.29e-03
2024-05-01 01:47:16 transreid.train INFO: Epoch[77] Iter[130/186] Loss: 0.028, Acc: 0.999, Base Lr: 2.29e-03
2024-05-01 01:47:21 transreid.train INFO: Epoch[77] Iter[140/186] Loss: 0.028, Acc: 0.999, Base Lr: 2.29e-03
2024-05-01 01:47:25 transreid.train INFO: Epoch[77] Iter[150/186] Loss: 0.027, Acc: 0.999, Base Lr: 2.29e-03
2024-05-01 01:47:29 transreid.train INFO: Epoch[77] Iter[160/186] Loss: 0.027, Acc: 0.999, Base Lr: 2.29e-03
2024-05-01 01:47:33 transreid.train INFO: Epoch[77] Iter[170/186] Loss: 0.026, Acc: 0.999, Base Lr: 2.29e-03
2024-05-01 01:47:37 transreid.train INFO: Epoch[77] Iter[180/186] Loss: 0.026, Acc: 0.999, Base Lr: 2.29e-03
2024-05-01 01:47:39 transreid.train INFO: Epoch 77 done. Time per epoch: 79.663[s] Speed: 147.0[samples/s]
2024-05-01 01:47:44 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.043, Acc: 0.994, Base Lr: 2.20e-03
2024-05-01 01:47:48 transreid.train INFO: Epoch[78] Iter[20/186] Loss: 0.032, Acc: 0.997, Base Lr: 2.20e-03
2024-05-01 01:47:53 transreid.train INFO: Epoch[78] Iter[30/186] Loss: 0.029, Acc: 0.998, Base Lr: 2.20e-03
2024-05-01 01:48:00 transreid.train INFO: Epoch[78] Iter[40/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.20e-03
2024-05-01 01:48:07 transreid.train INFO: Epoch[78] Iter[50/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.20e-03
2024-05-01 01:48:14 transreid.train INFO: Epoch[78] Iter[60/186] Loss: 0.034, Acc: 0.998, Base Lr: 2.20e-03
2024-05-01 01:48:21 transreid.train INFO: Epoch[78] Iter[70/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.20e-03
2024-05-01 01:48:28 transreid.train INFO: Epoch[78] Iter[80/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.20e-03
2024-05-01 01:48:35 transreid.train INFO: Epoch[78] Iter[90/186] Loss: 0.038, Acc: 0.998, Base Lr: 2.20e-03
2024-05-01 01:48:42 transreid.train INFO: Epoch[78] Iter[100/186] Loss: 0.038, Acc: 0.999, Base Lr: 2.20e-03
2024-05-01 01:48:49 transreid.train INFO: Epoch[78] Iter[110/186] Loss: 0.036, Acc: 0.999, Base Lr: 2.20e-03
2024-05-01 01:48:56 transreid.train INFO: Epoch[78] Iter[120/186] Loss: 0.036, Acc: 0.999, Base Lr: 2.20e-03
2024-05-01 01:49:03 transreid.train INFO: Epoch[78] Iter[130/186] Loss: 0.036, Acc: 0.999, Base Lr: 2.20e-03
2024-05-01 01:49:10 transreid.train INFO: Epoch[78] Iter[140/186] Loss: 0.036, Acc: 0.999, Base Lr: 2.20e-03
2024-05-01 01:49:17 transreid.train INFO: Epoch[78] Iter[150/186] Loss: 0.035, Acc: 0.999, Base Lr: 2.20e-03
2024-05-01 01:49:24 transreid.train INFO: Epoch[78] Iter[160/186] Loss: 0.034, Acc: 0.999, Base Lr: 2.20e-03
2024-05-01 01:49:31 transreid.train INFO: Epoch[78] Iter[170/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.20e-03
2024-05-01 01:49:38 transreid.train INFO: Epoch[78] Iter[180/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.20e-03
2024-05-01 01:49:40 transreid.train INFO: Epoch 78 done. Time per epoch: 121.536[s] Speed: 96.4[samples/s]
2024-05-01 01:49:48 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.056, Acc: 0.992, Base Lr: 2.10e-03
2024-05-01 01:49:55 transreid.train INFO: Epoch[79] Iter[20/186] Loss: 0.043, Acc: 0.995, Base Lr: 2.10e-03
2024-05-01 01:50:02 transreid.train INFO: Epoch[79] Iter[30/186] Loss: 0.039, Acc: 0.995, Base Lr: 2.10e-03
2024-05-01 01:50:09 transreid.train INFO: Epoch[79] Iter[40/186] Loss: 0.039, Acc: 0.996, Base Lr: 2.10e-03
2024-05-01 01:50:16 transreid.train INFO: Epoch[79] Iter[50/186] Loss: 0.043, Acc: 0.996, Base Lr: 2.10e-03
2024-05-01 01:50:23 transreid.train INFO: Epoch[79] Iter[60/186] Loss: 0.042, Acc: 0.997, Base Lr: 2.10e-03
2024-05-01 01:50:30 transreid.train INFO: Epoch[79] Iter[70/186] Loss: 0.043, Acc: 0.996, Base Lr: 2.10e-03
2024-05-01 01:50:37 transreid.train INFO: Epoch[79] Iter[80/186] Loss: 0.041, Acc: 0.997, Base Lr: 2.10e-03
2024-05-01 01:50:44 transreid.train INFO: Epoch[79] Iter[90/186] Loss: 0.041, Acc: 0.997, Base Lr: 2.10e-03
2024-05-01 01:50:51 transreid.train INFO: Epoch[79] Iter[100/186] Loss: 0.039, Acc: 0.997, Base Lr: 2.10e-03
2024-05-01 01:50:58 transreid.train INFO: Epoch[79] Iter[110/186] Loss: 0.038, Acc: 0.997, Base Lr: 2.10e-03
2024-05-01 01:51:05 transreid.train INFO: Epoch[79] Iter[120/186] Loss: 0.038, Acc: 0.997, Base Lr: 2.10e-03
2024-05-01 01:51:12 transreid.train INFO: Epoch[79] Iter[130/186] Loss: 0.036, Acc: 0.997, Base Lr: 2.10e-03
2024-05-01 01:51:19 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.035, Acc: 0.997, Base Lr: 2.10e-03
2024-05-01 01:51:26 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.10e-03
2024-05-01 01:51:32 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.10e-03
2024-05-01 01:51:39 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.10e-03
2024-05-01 01:51:46 transreid.train INFO: Epoch[79] Iter[180/186] Loss: 0.032, Acc: 0.998, Base Lr: 2.10e-03
2024-05-01 01:51:48 transreid.train INFO: Epoch 79 done. Time per epoch: 128.028[s] Speed: 92.0[samples/s]
2024-05-01 01:51:56 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.024, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 01:52:03 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 01:52:10 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 01:52:17 transreid.train INFO: Epoch[80] Iter[40/186] Loss: 0.036, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 01:52:24 transreid.train INFO: Epoch[80] Iter[50/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 01:52:31 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 01:52:38 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 01:52:45 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.032, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 01:52:52 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.030, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 01:52:59 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.029, Acc: 0.998, Base Lr: 2.01e-03
2024-05-01 01:53:06 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.030, Acc: 0.999, Base Lr: 2.01e-03
2024-05-01 01:53:13 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.030, Acc: 0.999, Base Lr: 2.01e-03
2024-05-01 01:53:20 transreid.train INFO: Epoch[80] Iter[130/186] Loss: 0.028, Acc: 0.999, Base Lr: 2.01e-03
2024-05-01 01:53:27 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.027, Acc: 0.999, Base Lr: 2.01e-03
2024-05-01 01:53:34 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.027, Acc: 0.999, Base Lr: 2.01e-03
2024-05-01 01:53:41 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.026, Acc: 0.999, Base Lr: 2.01e-03
2024-05-01 01:53:48 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.025, Acc: 0.999, Base Lr: 2.01e-03
2024-05-01 01:53:55 transreid.train INFO: Epoch[80] Iter[180/186] Loss: 0.025, Acc: 0.999, Base Lr: 2.01e-03
2024-05-01 01:53:57 transreid.train INFO: Epoch 80 done. Time per epoch: 128.887[s] Speed: 90.9[samples/s]
2024-05-01 01:55:09 transreid.train INFO: Validation Results - Epoch: 80
2024-05-01 01:55:09 transreid.train INFO: mAP: 82.9%
2024-05-01 01:55:09 transreid.train INFO: CMC curve, Rank-1  :93.0%
2024-05-01 01:55:09 transreid.train INFO: CMC curve, Rank-5  :97.9%
2024-05-01 01:55:09 transreid.train INFO: CMC curve, Rank-10 :98.6%
2024-05-01 01:55:17 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.033, Acc: 1.000, Base Lr: 1.92e-03
2024-05-01 01:55:24 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.029, Acc: 1.000, Base Lr: 1.92e-03
2024-05-01 01:55:31 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.036, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 01:55:38 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.035, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 01:55:45 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.034, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 01:55:52 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.033, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 01:55:59 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.031, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 01:56:06 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.032, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 01:56:13 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.031, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 01:56:20 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.031, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 01:56:27 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.032, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 01:56:34 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.031, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 01:56:41 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 01:56:48 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 01:56:55 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 01:57:02 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.028, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 01:57:09 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 01:57:16 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.92e-03
2024-05-01 01:57:19 transreid.train INFO: Epoch 81 done. Time per epoch: 130.660[s] Speed: 90.6[samples/s]
2024-05-01 01:57:27 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:57:34 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:57:41 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.047, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:57:48 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:57:55 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:58:02 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:58:09 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:58:16 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:58:23 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.036, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:58:30 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:58:36 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:58:42 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:58:50 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:58:57 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:59:04 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:59:11 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:59:18 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:59:25 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 01:59:27 transreid.train INFO: Epoch 82 done. Time per epoch: 127.538[s] Speed: 91.8[samples/s]
2024-05-01 01:59:35 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.021, Acc: 1.000, Base Lr: 1.75e-03
2024-05-01 01:59:42 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.022, Acc: 1.000, Base Lr: 1.75e-03
2024-05-01 01:59:49 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 01:59:56 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.026, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 02:00:03 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 02:00:10 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 02:00:17 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.025, Acc: 1.000, Base Lr: 1.75e-03
2024-05-01 02:00:24 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.024, Acc: 1.000, Base Lr: 1.75e-03
2024-05-01 02:00:31 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 02:00:38 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 02:00:45 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.026, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 02:00:52 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.026, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 02:00:59 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 02:01:06 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 02:01:13 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 02:01:20 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 02:01:27 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 02:01:34 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 02:01:37 transreid.train INFO: Epoch 83 done. Time per epoch: 129.604[s] Speed: 90.9[samples/s]
2024-05-01 02:01:44 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.038, Acc: 1.000, Base Lr: 1.66e-03
2024-05-01 02:01:51 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.053, Acc: 0.996, Base Lr: 1.66e-03
2024-05-01 02:01:58 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.043, Acc: 0.996, Base Lr: 1.66e-03
2024-05-01 02:02:05 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.041, Acc: 0.996, Base Lr: 1.66e-03
2024-05-01 02:02:11 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.66e-03
2024-05-01 02:02:17 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.037, Acc: 0.997, Base Lr: 1.66e-03
2024-05-01 02:02:24 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.66e-03
2024-05-01 02:02:31 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.032, Acc: 0.997, Base Lr: 1.66e-03
2024-05-01 02:02:38 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.66e-03
2024-05-01 02:02:45 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.66e-03
2024-05-01 02:02:52 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.66e-03
2024-05-01 02:02:59 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.66e-03
2024-05-01 02:03:06 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.66e-03
2024-05-01 02:03:13 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.031, Acc: 0.997, Base Lr: 1.66e-03
2024-05-01 02:03:20 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.030, Acc: 0.997, Base Lr: 1.66e-03
2024-05-01 02:03:28 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.029, Acc: 0.997, Base Lr: 1.66e-03
2024-05-01 02:03:35 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.66e-03
2024-05-01 02:03:42 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.66e-03
2024-05-01 02:03:44 transreid.train INFO: Epoch 84 done. Time per epoch: 127.164[s] Speed: 92.1[samples/s]
2024-05-01 02:03:52 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.58e-03
2024-05-01 02:03:59 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 02:04:06 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 02:04:13 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.034, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 02:04:20 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.032, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 02:04:27 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 02:04:34 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 02:04:41 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.028, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 02:04:48 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.028, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 02:04:55 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 02:05:02 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.028, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 02:05:09 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 02:05:16 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 02:05:23 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 02:05:30 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 02:05:37 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 02:05:44 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 02:05:49 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.026, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 02:05:51 transreid.train INFO: Epoch 85 done. Time per epoch: 127.401[s] Speed: 91.9[samples/s]
2024-05-01 02:05:59 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.023, Acc: 1.000, Base Lr: 1.50e-03
2024-05-01 02:06:06 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.041, Acc: 1.000, Base Lr: 1.50e-03
2024-05-01 02:06:13 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.035, Acc: 1.000, Base Lr: 1.50e-03
2024-05-01 02:06:20 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.033, Acc: 1.000, Base Lr: 1.50e-03
2024-05-01 02:06:27 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.030, Acc: 1.000, Base Lr: 1.50e-03
2024-05-01 02:06:34 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 02:06:41 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.032, Acc: 1.000, Base Lr: 1.50e-03
2024-05-01 02:06:48 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.032, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 02:06:55 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 02:07:02 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 02:07:09 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 02:07:16 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 02:07:23 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 02:07:30 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.028, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 02:07:37 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 02:07:44 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.026, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 02:07:51 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.026, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 02:07:58 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.50e-03
2024-05-01 02:08:00 transreid.train INFO: Epoch 86 done. Time per epoch: 129.060[s] Speed: 90.7[samples/s]
2024-05-01 02:08:08 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.42e-03
2024-05-01 02:08:15 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.043, Acc: 0.997, Base Lr: 1.42e-03
2024-05-01 02:08:22 transreid.train INFO: Epoch[87] Iter[30/186] Loss: 0.040, Acc: 0.997, Base Lr: 1.42e-03
2024-05-01 02:08:29 transreid.train INFO: Epoch[87] Iter[40/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.42e-03
2024-05-01 02:08:36 transreid.train INFO: Epoch[87] Iter[50/186] Loss: 0.046, Acc: 0.998, Base Lr: 1.42e-03
2024-05-01 02:08:43 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.42e-03
2024-05-01 02:08:50 transreid.train INFO: Epoch[87] Iter[70/186] Loss: 0.043, Acc: 0.998, Base Lr: 1.42e-03
2024-05-01 02:08:57 transreid.train INFO: Epoch[87] Iter[80/186] Loss: 0.040, Acc: 0.998, Base Lr: 1.42e-03
2024-05-01 02:09:04 transreid.train INFO: Epoch[87] Iter[90/186] Loss: 0.038, Acc: 0.998, Base Lr: 1.42e-03
2024-05-01 02:09:11 transreid.train INFO: Epoch[87] Iter[100/186] Loss: 0.037, Acc: 0.998, Base Lr: 1.42e-03
2024-05-01 02:09:18 transreid.train INFO: Epoch[87] Iter[110/186] Loss: 0.036, Acc: 0.999, Base Lr: 1.42e-03
2024-05-01 02:09:24 transreid.train INFO: Epoch[87] Iter[120/186] Loss: 0.034, Acc: 0.999, Base Lr: 1.42e-03
2024-05-01 02:09:30 transreid.train INFO: Epoch[87] Iter[130/186] Loss: 0.032, Acc: 0.999, Base Lr: 1.42e-03
2024-05-01 02:09:37 transreid.train INFO: Epoch[87] Iter[140/186] Loss: 0.032, Acc: 0.999, Base Lr: 1.42e-03
2024-05-01 02:09:44 transreid.train INFO: Epoch[87] Iter[150/186] Loss: 0.031, Acc: 0.999, Base Lr: 1.42e-03
2024-05-01 02:09:52 transreid.train INFO: Epoch[87] Iter[160/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.42e-03
2024-05-01 02:09:59 transreid.train INFO: Epoch[87] Iter[170/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.42e-03
2024-05-01 02:10:06 transreid.train INFO: Epoch[87] Iter[180/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.42e-03
2024-05-01 02:10:08 transreid.train INFO: Epoch 87 done. Time per epoch: 127.515[s] Speed: 91.8[samples/s]
2024-05-01 02:10:16 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.021, Acc: 0.997, Base Lr: 1.34e-03
2024-05-01 02:10:23 transreid.train INFO: Epoch[88] Iter[20/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.34e-03
2024-05-01 02:10:30 transreid.train INFO: Epoch[88] Iter[30/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.34e-03
2024-05-01 02:10:37 transreid.train INFO: Epoch[88] Iter[40/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.34e-03
2024-05-01 02:10:44 transreid.train INFO: Epoch[88] Iter[50/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.34e-03
2024-05-01 02:10:51 transreid.train INFO: Epoch[88] Iter[60/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.34e-03
2024-05-01 02:10:58 transreid.train INFO: Epoch[88] Iter[70/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.34e-03
2024-05-01 02:11:05 transreid.train INFO: Epoch[88] Iter[80/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.34e-03
2024-05-01 02:11:12 transreid.train INFO: Epoch[88] Iter[90/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.34e-03
2024-05-01 02:11:19 transreid.train INFO: Epoch[88] Iter[100/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.34e-03
2024-05-01 02:11:26 transreid.train INFO: Epoch[88] Iter[110/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.34e-03
2024-05-01 02:11:33 transreid.train INFO: Epoch[88] Iter[120/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.34e-03
2024-05-01 02:11:40 transreid.train INFO: Epoch[88] Iter[130/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.34e-03
2024-05-01 02:11:47 transreid.train INFO: Epoch[88] Iter[140/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.34e-03
2024-05-01 02:11:54 transreid.train INFO: Epoch[88] Iter[150/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.34e-03
2024-05-01 02:12:01 transreid.train INFO: Epoch[88] Iter[160/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.34e-03
2024-05-01 02:12:08 transreid.train INFO: Epoch[88] Iter[170/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.34e-03
2024-05-01 02:12:15 transreid.train INFO: Epoch[88] Iter[180/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.34e-03
2024-05-01 02:12:18 transreid.train INFO: Epoch 88 done. Time per epoch: 129.910[s] Speed: 90.2[samples/s]
2024-05-01 02:12:25 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.042, Acc: 0.994, Base Lr: 1.26e-03
2024-05-01 02:12:32 transreid.train INFO: Epoch[89] Iter[20/186] Loss: 0.033, Acc: 0.996, Base Lr: 1.26e-03
2024-05-01 02:12:39 transreid.train INFO: Epoch[89] Iter[30/186] Loss: 0.032, Acc: 0.997, Base Lr: 1.26e-03
2024-05-01 02:12:46 transreid.train INFO: Epoch[89] Iter[40/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.26e-03
2024-05-01 02:12:53 transreid.train INFO: Epoch[89] Iter[50/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.26e-03
2024-05-01 02:12:59 transreid.train INFO: Epoch[89] Iter[60/186] Loss: 0.033, Acc: 0.997, Base Lr: 1.26e-03
2024-05-01 02:13:06 transreid.train INFO: Epoch[89] Iter[70/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.26e-03
2024-05-01 02:13:13 transreid.train INFO: Epoch[89] Iter[80/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.26e-03
2024-05-01 02:13:20 transreid.train INFO: Epoch[89] Iter[90/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.26e-03
2024-05-01 02:13:27 transreid.train INFO: Epoch[89] Iter[100/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.26e-03
2024-05-01 02:13:34 transreid.train INFO: Epoch[89] Iter[110/186] Loss: 0.033, Acc: 0.998, Base Lr: 1.26e-03
2024-05-01 02:13:41 transreid.train INFO: Epoch[89] Iter[120/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.26e-03
2024-05-01 02:13:48 transreid.train INFO: Epoch[89] Iter[130/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.26e-03
2024-05-01 02:13:55 transreid.train INFO: Epoch[89] Iter[140/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.26e-03
2024-05-01 02:14:02 transreid.train INFO: Epoch[89] Iter[150/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.26e-03
2024-05-01 02:14:09 transreid.train INFO: Epoch[89] Iter[160/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.26e-03
2024-05-01 02:14:16 transreid.train INFO: Epoch[89] Iter[170/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.26e-03
2024-05-01 02:14:23 transreid.train INFO: Epoch[89] Iter[180/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.26e-03
2024-05-01 02:14:26 transreid.train INFO: Epoch 89 done. Time per epoch: 128.393[s] Speed: 91.7[samples/s]
2024-05-01 02:14:34 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.027, Acc: 1.000, Base Lr: 1.19e-03
2024-05-01 02:14:41 transreid.train INFO: Epoch[90] Iter[20/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.19e-03
2024-05-01 02:14:48 transreid.train INFO: Epoch[90] Iter[30/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.19e-03
2024-05-01 02:14:55 transreid.train INFO: Epoch[90] Iter[40/186] Loss: 0.026, Acc: 1.000, Base Lr: 1.19e-03
2024-05-01 02:15:02 transreid.train INFO: Epoch[90] Iter[50/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.19e-03
2024-05-01 02:15:09 transreid.train INFO: Epoch[90] Iter[60/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.19e-03
2024-05-01 02:15:16 transreid.train INFO: Epoch[90] Iter[70/186] Loss: 0.026, Acc: 0.999, Base Lr: 1.19e-03
2024-05-01 02:15:23 transreid.train INFO: Epoch[90] Iter[80/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.19e-03
2024-05-01 02:15:30 transreid.train INFO: Epoch[90] Iter[90/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.19e-03
2024-05-01 02:15:37 transreid.train INFO: Epoch[90] Iter[100/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.19e-03
2024-05-01 02:15:44 transreid.train INFO: Epoch[90] Iter[110/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.19e-03
2024-05-01 02:15:51 transreid.train INFO: Epoch[90] Iter[120/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.19e-03
2024-05-01 02:15:58 transreid.train INFO: Epoch[90] Iter[130/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.19e-03
2024-05-01 02:16:05 transreid.train INFO: Epoch[90] Iter[140/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.19e-03
2024-05-01 02:16:12 transreid.train INFO: Epoch[90] Iter[150/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.19e-03
2024-05-01 02:16:19 transreid.train INFO: Epoch[90] Iter[160/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.19e-03
2024-05-01 02:16:26 transreid.train INFO: Epoch[90] Iter[170/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.19e-03
2024-05-01 02:16:32 transreid.train INFO: Epoch[90] Iter[180/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.19e-03
2024-05-01 02:16:33 transreid.train INFO: Epoch 90 done. Time per epoch: 127.462[s] Speed: 91.9[samples/s]
2024-05-01 02:16:41 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.11e-03
2024-05-01 02:16:48 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.11e-03
2024-05-01 02:16:55 transreid.train INFO: Epoch[91] Iter[30/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.11e-03
2024-05-01 02:17:02 transreid.train INFO: Epoch[91] Iter[40/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.11e-03
2024-05-01 02:17:09 transreid.train INFO: Epoch[91] Iter[50/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.11e-03
2024-05-01 02:17:16 transreid.train INFO: Epoch[91] Iter[60/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.11e-03
2024-05-01 02:17:23 transreid.train INFO: Epoch[91] Iter[70/186] Loss: 0.032, Acc: 0.999, Base Lr: 1.11e-03
2024-05-01 02:17:30 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.032, Acc: 0.999, Base Lr: 1.11e-03
2024-05-01 02:17:37 transreid.train INFO: Epoch[91] Iter[90/186] Loss: 0.032, Acc: 0.999, Base Lr: 1.11e-03
2024-05-01 02:17:44 transreid.train INFO: Epoch[91] Iter[100/186] Loss: 0.033, Acc: 0.999, Base Lr: 1.11e-03
2024-05-01 02:17:51 transreid.train INFO: Epoch[91] Iter[110/186] Loss: 0.032, Acc: 0.998, Base Lr: 1.11e-03
2024-05-01 02:17:58 transreid.train INFO: Epoch[91] Iter[120/186] Loss: 0.031, Acc: 0.999, Base Lr: 1.11e-03
2024-05-01 02:18:05 transreid.train INFO: Epoch[91] Iter[130/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.11e-03
2024-05-01 02:18:13 transreid.train INFO: Epoch[91] Iter[140/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.11e-03
2024-05-01 02:18:19 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.11e-03
2024-05-01 02:18:26 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.11e-03
2024-05-01 02:18:33 transreid.train INFO: Epoch[91] Iter[170/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.11e-03
2024-05-01 02:18:40 transreid.train INFO: Epoch[91] Iter[180/186] Loss: 0.028, Acc: 0.999, Base Lr: 1.11e-03
2024-05-01 02:18:43 transreid.train INFO: Epoch 91 done. Time per epoch: 129.175[s] Speed: 90.7[samples/s]
2024-05-01 02:18:51 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.051, Acc: 0.998, Base Lr: 1.04e-03
2024-05-01 02:18:58 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 0.042, Acc: 0.998, Base Lr: 1.04e-03
2024-05-01 02:19:05 transreid.train INFO: Epoch[92] Iter[30/186] Loss: 0.034, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 02:19:12 transreid.train INFO: Epoch[92] Iter[40/186] Loss: 0.034, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 02:19:19 transreid.train INFO: Epoch[92] Iter[50/186] Loss: 0.031, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 02:19:26 transreid.train INFO: Epoch[92] Iter[60/186] Loss: 0.031, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 02:19:33 transreid.train INFO: Epoch[92] Iter[70/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 02:19:40 transreid.train INFO: Epoch[92] Iter[80/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 02:19:47 transreid.train INFO: Epoch[92] Iter[90/186] Loss: 0.029, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 02:19:54 transreid.train INFO: Epoch[92] Iter[100/186] Loss: 0.028, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 02:20:01 transreid.train INFO: Epoch[92] Iter[110/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 02:20:07 transreid.train INFO: Epoch[92] Iter[120/186] Loss: 0.026, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 02:20:13 transreid.train INFO: Epoch[92] Iter[130/186] Loss: 0.026, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 02:20:20 transreid.train INFO: Epoch[92] Iter[140/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 02:20:27 transreid.train INFO: Epoch[92] Iter[150/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 02:20:34 transreid.train INFO: Epoch[92] Iter[160/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 02:20:41 transreid.train INFO: Epoch[92] Iter[170/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 02:20:48 transreid.train INFO: Epoch[92] Iter[180/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.04e-03
2024-05-01 02:20:50 transreid.train INFO: Epoch 92 done. Time per epoch: 127.740[s] Speed: 91.7[samples/s]
2024-05-01 02:20:59 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.040, Acc: 1.000, Base Lr: 9.72e-04
2024-05-01 02:21:06 transreid.train INFO: Epoch[93] Iter[20/186] Loss: 0.034, Acc: 1.000, Base Lr: 9.72e-04
2024-05-01 02:21:13 transreid.train INFO: Epoch[93] Iter[30/186] Loss: 0.032, Acc: 0.998, Base Lr: 9.72e-04
2024-05-01 02:21:20 transreid.train INFO: Epoch[93] Iter[40/186] Loss: 0.033, Acc: 0.999, Base Lr: 9.72e-04
2024-05-01 02:21:27 transreid.train INFO: Epoch[93] Iter[50/186] Loss: 0.032, Acc: 0.999, Base Lr: 9.72e-04
2024-05-01 02:21:34 transreid.train INFO: Epoch[93] Iter[60/186] Loss: 0.030, Acc: 0.999, Base Lr: 9.72e-04
2024-05-01 02:21:41 transreid.train INFO: Epoch[93] Iter[70/186] Loss: 0.029, Acc: 0.999, Base Lr: 9.72e-04
2024-05-01 02:21:48 transreid.train INFO: Epoch[93] Iter[80/186] Loss: 0.029, Acc: 0.999, Base Lr: 9.72e-04
2024-05-01 02:21:55 transreid.train INFO: Epoch[93] Iter[90/186] Loss: 0.032, Acc: 0.999, Base Lr: 9.72e-04
2024-05-01 02:22:02 transreid.train INFO: Epoch[93] Iter[100/186] Loss: 0.031, Acc: 0.999, Base Lr: 9.72e-04
2024-05-01 02:22:09 transreid.train INFO: Epoch[93] Iter[110/186] Loss: 0.029, Acc: 0.999, Base Lr: 9.72e-04
2024-05-01 02:22:16 transreid.train INFO: Epoch[93] Iter[120/186] Loss: 0.029, Acc: 0.999, Base Lr: 9.72e-04
2024-05-01 02:22:23 transreid.train INFO: Epoch[93] Iter[130/186] Loss: 0.029, Acc: 0.999, Base Lr: 9.72e-04
2024-05-01 02:22:30 transreid.train INFO: Epoch[93] Iter[140/186] Loss: 0.027, Acc: 0.999, Base Lr: 9.72e-04
2024-05-01 02:22:37 transreid.train INFO: Epoch[93] Iter[150/186] Loss: 0.027, Acc: 0.999, Base Lr: 9.72e-04
2024-05-01 02:22:44 transreid.train INFO: Epoch[93] Iter[160/186] Loss: 0.027, Acc: 0.999, Base Lr: 9.72e-04
2024-05-01 02:22:51 transreid.train INFO: Epoch[93] Iter[170/186] Loss: 0.026, Acc: 0.999, Base Lr: 9.72e-04
2024-05-01 02:22:58 transreid.train INFO: Epoch[93] Iter[180/186] Loss: 0.026, Acc: 0.999, Base Lr: 9.72e-04
2024-05-01 02:23:00 transreid.train INFO: Epoch 93 done. Time per epoch: 129.829[s] Speed: 90.2[samples/s]
2024-05-01 02:23:08 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.030, Acc: 1.000, Base Lr: 9.06e-04
2024-05-01 02:23:15 transreid.train INFO: Epoch[94] Iter[20/186] Loss: 0.032, Acc: 1.000, Base Lr: 9.06e-04
2024-05-01 02:23:22 transreid.train INFO: Epoch[94] Iter[30/186] Loss: 0.028, Acc: 1.000, Base Lr: 9.06e-04
2024-05-01 02:23:29 transreid.train INFO: Epoch[94] Iter[40/186] Loss: 0.028, Acc: 1.000, Base Lr: 9.06e-04
2024-05-01 02:23:36 transreid.train INFO: Epoch[94] Iter[50/186] Loss: 0.030, Acc: 0.999, Base Lr: 9.06e-04
2024-05-01 02:23:41 transreid.train INFO: Epoch[94] Iter[60/186] Loss: 0.029, Acc: 0.999, Base Lr: 9.06e-04
2024-05-01 02:23:48 transreid.train INFO: Epoch[94] Iter[70/186] Loss: 0.027, Acc: 0.999, Base Lr: 9.06e-04
2024-05-01 02:23:55 transreid.train INFO: Epoch[94] Iter[80/186] Loss: 0.027, Acc: 0.999, Base Lr: 9.06e-04
2024-05-01 02:24:02 transreid.train INFO: Epoch[94] Iter[90/186] Loss: 0.029, Acc: 0.999, Base Lr: 9.06e-04
2024-05-01 02:24:10 transreid.train INFO: Epoch[94] Iter[100/186] Loss: 0.028, Acc: 0.999, Base Lr: 9.06e-04
2024-05-01 02:24:17 transreid.train INFO: Epoch[94] Iter[110/186] Loss: 0.028, Acc: 0.999, Base Lr: 9.06e-04
2024-05-01 02:24:24 transreid.train INFO: Epoch[94] Iter[120/186] Loss: 0.028, Acc: 0.999, Base Lr: 9.06e-04
2024-05-01 02:24:31 transreid.train INFO: Epoch[94] Iter[130/186] Loss: 0.027, Acc: 0.999, Base Lr: 9.06e-04
2024-05-01 02:24:38 transreid.train INFO: Epoch[94] Iter[140/186] Loss: 0.026, Acc: 0.999, Base Lr: 9.06e-04
2024-05-01 02:24:45 transreid.train INFO: Epoch[94] Iter[150/186] Loss: 0.025, Acc: 0.999, Base Lr: 9.06e-04
2024-05-01 02:24:52 transreid.train INFO: Epoch[94] Iter[160/186] Loss: 0.025, Acc: 0.999, Base Lr: 9.06e-04
2024-05-01 02:24:59 transreid.train INFO: Epoch[94] Iter[170/186] Loss: 0.026, Acc: 0.999, Base Lr: 9.06e-04
2024-05-01 02:25:06 transreid.train INFO: Epoch[94] Iter[180/186] Loss: 0.025, Acc: 0.999, Base Lr: 9.06e-04
2024-05-01 02:25:08 transreid.train INFO: Epoch 94 done. Time per epoch: 127.727[s] Speed: 91.7[samples/s]
2024-05-01 02:25:16 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.028, Acc: 1.000, Base Lr: 8.41e-04
2024-05-01 02:25:23 transreid.train INFO: Epoch[95] Iter[20/186] Loss: 0.023, Acc: 1.000, Base Lr: 8.41e-04
2024-05-01 02:25:30 transreid.train INFO: Epoch[95] Iter[30/186] Loss: 0.025, Acc: 0.999, Base Lr: 8.41e-04
2024-05-01 02:25:37 transreid.train INFO: Epoch[95] Iter[40/186] Loss: 0.024, Acc: 0.999, Base Lr: 8.41e-04
2024-05-01 02:25:44 transreid.train INFO: Epoch[95] Iter[50/186] Loss: 0.023, Acc: 0.999, Base Lr: 8.41e-04
2024-05-01 02:25:51 transreid.train INFO: Epoch[95] Iter[60/186] Loss: 0.024, Acc: 0.999, Base Lr: 8.41e-04
2024-05-01 02:25:58 transreid.train INFO: Epoch[95] Iter[70/186] Loss: 0.023, Acc: 0.999, Base Lr: 8.41e-04
2024-05-01 02:26:05 transreid.train INFO: Epoch[95] Iter[80/186] Loss: 0.023, Acc: 0.999, Base Lr: 8.41e-04
2024-05-01 02:26:12 transreid.train INFO: Epoch[95] Iter[90/186] Loss: 0.022, Acc: 0.999, Base Lr: 8.41e-04
2024-05-01 02:26:19 transreid.train INFO: Epoch[95] Iter[100/186] Loss: 0.022, Acc: 0.999, Base Lr: 8.41e-04
2024-05-01 02:26:26 transreid.train INFO: Epoch[95] Iter[110/186] Loss: 0.023, Acc: 0.999, Base Lr: 8.41e-04
2024-05-01 02:26:33 transreid.train INFO: Epoch[95] Iter[120/186] Loss: 0.023, Acc: 0.999, Base Lr: 8.41e-04
2024-05-01 02:26:40 transreid.train INFO: Epoch[95] Iter[130/186] Loss: 0.024, Acc: 0.999, Base Lr: 8.41e-04
2024-05-01 02:26:47 transreid.train INFO: Epoch[95] Iter[140/186] Loss: 0.024, Acc: 0.999, Base Lr: 8.41e-04
2024-05-01 02:26:54 transreid.train INFO: Epoch[95] Iter[150/186] Loss: 0.023, Acc: 0.999, Base Lr: 8.41e-04
2024-05-01 02:27:01 transreid.train INFO: Epoch[95] Iter[160/186] Loss: 0.023, Acc: 0.999, Base Lr: 8.41e-04
2024-05-01 02:27:08 transreid.train INFO: Epoch[95] Iter[170/186] Loss: 0.022, Acc: 0.999, Base Lr: 8.41e-04
2024-05-01 02:27:14 transreid.train INFO: Epoch[95] Iter[180/186] Loss: 0.022, Acc: 0.999, Base Lr: 8.41e-04
2024-05-01 02:27:16 transreid.train INFO: Epoch 95 done. Time per epoch: 128.415[s] Speed: 91.7[samples/s]
2024-05-01 02:27:24 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.025, Acc: 1.000, Base Lr: 7.78e-04
2024-05-01 02:27:31 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.036, Acc: 0.998, Base Lr: 7.78e-04
2024-05-01 02:27:38 transreid.train INFO: Epoch[96] Iter[30/186] Loss: 0.034, Acc: 0.998, Base Lr: 7.78e-04
2024-05-01 02:27:45 transreid.train INFO: Epoch[96] Iter[40/186] Loss: 0.037, Acc: 0.998, Base Lr: 7.78e-04
2024-05-01 02:27:52 transreid.train INFO: Epoch[96] Iter[50/186] Loss: 0.033, Acc: 0.998, Base Lr: 7.78e-04
2024-05-01 02:27:59 transreid.train INFO: Epoch[96] Iter[60/186] Loss: 0.031, Acc: 0.998, Base Lr: 7.78e-04
2024-05-01 02:28:06 transreid.train INFO: Epoch[96] Iter[70/186] Loss: 0.028, Acc: 0.999, Base Lr: 7.78e-04
2024-05-01 02:28:13 transreid.train INFO: Epoch[96] Iter[80/186] Loss: 0.027, Acc: 0.998, Base Lr: 7.78e-04
2024-05-01 02:28:20 transreid.train INFO: Epoch[96] Iter[90/186] Loss: 0.027, Acc: 0.999, Base Lr: 7.78e-04
2024-05-01 02:28:27 transreid.train INFO: Epoch[96] Iter[100/186] Loss: 0.026, Acc: 0.999, Base Lr: 7.78e-04
2024-05-01 02:28:34 transreid.train INFO: Epoch[96] Iter[110/186] Loss: 0.026, Acc: 0.999, Base Lr: 7.78e-04
2024-05-01 02:28:41 transreid.train INFO: Epoch[96] Iter[120/186] Loss: 0.025, Acc: 0.999, Base Lr: 7.78e-04
2024-05-01 02:28:48 transreid.train INFO: Epoch[96] Iter[130/186] Loss: 0.024, Acc: 0.999, Base Lr: 7.78e-04
2024-05-01 02:28:55 transreid.train INFO: Epoch[96] Iter[140/186] Loss: 0.025, Acc: 0.999, Base Lr: 7.78e-04
2024-05-01 02:29:02 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.024, Acc: 0.999, Base Lr: 7.78e-04
2024-05-01 02:29:09 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.024, Acc: 0.999, Base Lr: 7.78e-04
2024-05-01 02:29:16 transreid.train INFO: Epoch[96] Iter[170/186] Loss: 0.024, Acc: 0.999, Base Lr: 7.78e-04
2024-05-01 02:29:23 transreid.train INFO: Epoch[96] Iter[180/186] Loss: 0.024, Acc: 0.999, Base Lr: 7.78e-04
2024-05-01 02:29:26 transreid.train INFO: Epoch 96 done. Time per epoch: 129.153[s] Speed: 90.7[samples/s]
2024-05-01 02:29:33 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.028, Acc: 0.998, Base Lr: 7.18e-04
2024-05-01 02:29:40 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.024, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 02:29:47 transreid.train INFO: Epoch[97] Iter[30/186] Loss: 0.024, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 02:29:54 transreid.train INFO: Epoch[97] Iter[40/186] Loss: 0.025, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 02:30:01 transreid.train INFO: Epoch[97] Iter[50/186] Loss: 0.025, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 02:30:08 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.025, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 02:30:15 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.027, Acc: 0.998, Base Lr: 7.18e-04
2024-05-01 02:30:22 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.028, Acc: 0.998, Base Lr: 7.18e-04
2024-05-01 02:30:30 transreid.train INFO: Epoch[97] Iter[90/186] Loss: 0.028, Acc: 0.998, Base Lr: 7.18e-04
2024-05-01 02:30:37 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.028, Acc: 0.998, Base Lr: 7.18e-04
2024-05-01 02:30:44 transreid.train INFO: Epoch[97] Iter[110/186] Loss: 0.027, Acc: 0.998, Base Lr: 7.18e-04
2024-05-01 02:30:49 transreid.train INFO: Epoch[97] Iter[120/186] Loss: 0.028, Acc: 0.998, Base Lr: 7.18e-04
2024-05-01 02:30:56 transreid.train INFO: Epoch[97] Iter[130/186] Loss: 0.027, Acc: 0.998, Base Lr: 7.18e-04
2024-05-01 02:31:03 transreid.train INFO: Epoch[97] Iter[140/186] Loss: 0.027, Acc: 0.998, Base Lr: 7.18e-04
2024-05-01 02:31:10 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.026, Acc: 0.998, Base Lr: 7.18e-04
2024-05-01 02:31:17 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.026, Acc: 0.998, Base Lr: 7.18e-04
2024-05-01 02:31:24 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.026, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 02:31:31 transreid.train INFO: Epoch[97] Iter[180/186] Loss: 0.025, Acc: 0.999, Base Lr: 7.18e-04
2024-05-01 02:31:34 transreid.train INFO: Epoch 97 done. Time per epoch: 128.165[s] Speed: 91.9[samples/s]
2024-05-01 02:31:41 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.021, Acc: 0.998, Base Lr: 6.60e-04
2024-05-01 02:31:48 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.019, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 02:31:56 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.021, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 02:32:03 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.022, Acc: 1.000, Base Lr: 6.60e-04
2024-05-01 02:32:10 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.023, Acc: 1.000, Base Lr: 6.60e-04
2024-05-01 02:32:17 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.022, Acc: 1.000, Base Lr: 6.60e-04
2024-05-01 02:32:24 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.022, Acc: 1.000, Base Lr: 6.60e-04
2024-05-01 02:32:30 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.023, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 02:32:37 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.023, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 02:32:44 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.023, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 02:32:51 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.024, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 02:32:58 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.024, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 02:33:05 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.025, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 02:33:12 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.024, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 02:33:19 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.024, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 02:33:26 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.023, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 02:33:33 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.023, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 02:33:40 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.022, Acc: 0.999, Base Lr: 6.60e-04
2024-05-01 02:33:43 transreid.train INFO: Epoch 98 done. Time per epoch: 129.657[s] Speed: 90.8[samples/s]
2024-05-01 02:33:51 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.032, Acc: 0.997, Base Lr: 6.04e-04
2024-05-01 02:33:58 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.033, Acc: 0.998, Base Lr: 6.04e-04
2024-05-01 02:34:05 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.028, Acc: 0.998, Base Lr: 6.04e-04
2024-05-01 02:34:12 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.026, Acc: 0.999, Base Lr: 6.04e-04
2024-05-01 02:34:19 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.026, Acc: 0.999, Base Lr: 6.04e-04
2024-05-01 02:34:25 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.026, Acc: 0.999, Base Lr: 6.04e-04
2024-05-01 02:34:31 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.027, Acc: 0.999, Base Lr: 6.04e-04
2024-05-01 02:34:38 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.027, Acc: 0.999, Base Lr: 6.04e-04
2024-05-01 02:34:45 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.027, Acc: 0.999, Base Lr: 6.04e-04
2024-05-01 02:34:53 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.026, Acc: 0.999, Base Lr: 6.04e-04
2024-05-01 02:34:59 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.027, Acc: 0.999, Base Lr: 6.04e-04
2024-05-01 02:35:07 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.026, Acc: 0.999, Base Lr: 6.04e-04
2024-05-01 02:35:14 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.026, Acc: 0.999, Base Lr: 6.04e-04
2024-05-01 02:35:21 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.025, Acc: 0.999, Base Lr: 6.04e-04
2024-05-01 02:35:28 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.025, Acc: 0.999, Base Lr: 6.04e-04
2024-05-01 02:35:35 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.025, Acc: 0.998, Base Lr: 6.04e-04
2024-05-01 02:35:42 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.025, Acc: 0.999, Base Lr: 6.04e-04
2024-05-01 02:35:49 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.025, Acc: 0.998, Base Lr: 6.04e-04
2024-05-01 02:35:52 transreid.train INFO: Epoch 99 done. Time per epoch: 128.204[s] Speed: 91.9[samples/s]
2024-05-01 02:35:59 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.042, Acc: 0.997, Base Lr: 5.51e-04
2024-05-01 02:36:06 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.030, Acc: 0.998, Base Lr: 5.51e-04
2024-05-01 02:36:13 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.027, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 02:36:20 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.025, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 02:36:27 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.025, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 02:36:34 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.025, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 02:36:41 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.025, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 02:36:48 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.026, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 02:36:55 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.025, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 02:37:02 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.026, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 02:37:09 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.025, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 02:37:16 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.025, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 02:37:23 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.025, Acc: 0.998, Base Lr: 5.51e-04
2024-05-01 02:37:30 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.025, Acc: 0.998, Base Lr: 5.51e-04
2024-05-01 02:37:37 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.024, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 02:37:44 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.024, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 02:37:51 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.025, Acc: 0.999, Base Lr: 5.51e-04
2024-05-01 02:37:58 transreid.train INFO: Epoch[100] Iter[180/186] Loss: 0.025, Acc: 0.998, Base Lr: 5.51e-04
2024-05-01 02:38:01 transreid.train INFO: Epoch 100 done. Time per epoch: 128.952[s] Speed: 91.3[samples/s]
2024-05-01 02:39:12 transreid.train INFO: Validation Results - Epoch: 100
2024-05-01 02:39:12 transreid.train INFO: mAP: 83.0%
2024-05-01 02:39:12 transreid.train INFO: CMC curve, Rank-1  :92.7%
2024-05-01 02:39:12 transreid.train INFO: CMC curve, Rank-5  :97.5%
2024-05-01 02:39:12 transreid.train INFO: CMC curve, Rank-10 :98.7%
2024-05-01 02:39:20 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.040, Acc: 0.997, Base Lr: 5.00e-04
2024-05-01 02:39:27 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.036, Acc: 0.998, Base Lr: 5.00e-04
2024-05-01 02:39:34 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.034, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 02:39:41 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.029, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 02:39:48 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.027, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 02:39:55 transreid.train INFO: Epoch[101] Iter[60/186] Loss: 0.028, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 02:40:02 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.031, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 02:40:09 transreid.train INFO: Epoch[101] Iter[80/186] Loss: 0.029, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 02:40:16 transreid.train INFO: Epoch[101] Iter[90/186] Loss: 0.028, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 02:40:23 transreid.train INFO: Epoch[101] Iter[100/186] Loss: 0.028, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 02:40:30 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.028, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 02:40:37 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.027, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 02:40:44 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.027, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 02:40:51 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.026, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 02:40:58 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.026, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 02:41:05 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.025, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 02:41:12 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.025, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 02:41:19 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.024, Acc: 0.999, Base Lr: 5.00e-04
2024-05-01 02:41:21 transreid.train INFO: Epoch 101 done. Time per epoch: 128.938[s] Speed: 90.8[samples/s]
2024-05-01 02:41:29 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.026, Acc: 0.997, Base Lr: 4.51e-04
2024-05-01 02:41:35 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 02:41:41 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 02:41:48 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.024, Acc: 0.999, Base Lr: 4.51e-04
2024-05-01 02:41:55 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.026, Acc: 0.999, Base Lr: 4.51e-04
2024-05-01 02:42:02 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.027, Acc: 0.999, Base Lr: 4.51e-04
2024-05-01 02:42:09 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 02:42:16 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 02:42:23 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 02:42:30 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 02:42:37 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 02:42:44 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 02:42:51 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 02:42:58 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 02:43:05 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.024, Acc: 0.998, Base Lr: 4.51e-04
2024-05-01 02:43:12 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.024, Acc: 0.999, Base Lr: 4.51e-04
2024-05-01 02:43:19 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.023, Acc: 0.999, Base Lr: 4.51e-04
2024-05-01 02:43:26 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.023, Acc: 0.999, Base Lr: 4.51e-04
2024-05-01 02:43:28 transreid.train INFO: Epoch 102 done. Time per epoch: 127.140[s] Speed: 92.1[samples/s]
2024-05-01 02:43:36 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.033, Acc: 0.995, Base Lr: 4.05e-04
2024-05-01 02:43:43 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.05e-04
2024-05-01 02:43:50 transreid.train INFO: Epoch[103] Iter[30/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.05e-04
2024-05-01 02:43:57 transreid.train INFO: Epoch[103] Iter[40/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.05e-04
2024-05-01 02:44:04 transreid.train INFO: Epoch[103] Iter[50/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.05e-04
2024-05-01 02:44:11 transreid.train INFO: Epoch[103] Iter[60/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.05e-04
2024-05-01 02:44:18 transreid.train INFO: Epoch[103] Iter[70/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.05e-04
2024-05-01 02:44:25 transreid.train INFO: Epoch[103] Iter[80/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.05e-04
2024-05-01 02:44:32 transreid.train INFO: Epoch[103] Iter[90/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.05e-04
2024-05-01 02:44:39 transreid.train INFO: Epoch[103] Iter[100/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.05e-04
2024-05-01 02:44:46 transreid.train INFO: Epoch[103] Iter[110/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.05e-04
2024-05-01 02:44:53 transreid.train INFO: Epoch[103] Iter[120/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.05e-04
2024-05-01 02:45:00 transreid.train INFO: Epoch[103] Iter[130/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.05e-04
2024-05-01 02:45:07 transreid.train INFO: Epoch[103] Iter[140/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.05e-04
2024-05-01 02:45:12 transreid.train INFO: Epoch[103] Iter[150/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.05e-04
2024-05-01 02:45:19 transreid.train INFO: Epoch[103] Iter[160/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.05e-04
2024-05-01 02:45:26 transreid.train INFO: Epoch[103] Iter[170/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.05e-04
2024-05-01 02:45:33 transreid.train INFO: Epoch[103] Iter[180/186] Loss: 0.025, Acc: 0.999, Base Lr: 4.05e-04
2024-05-01 02:45:36 transreid.train INFO: Epoch 103 done. Time per epoch: 127.752[s] Speed: 92.2[samples/s]
2024-05-01 02:45:44 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.028, Acc: 0.998, Base Lr: 3.61e-04
2024-05-01 02:45:51 transreid.train INFO: Epoch[104] Iter[20/186] Loss: 0.024, Acc: 0.999, Base Lr: 3.61e-04
2024-05-01 02:45:58 transreid.train INFO: Epoch[104] Iter[30/186] Loss: 0.023, Acc: 0.999, Base Lr: 3.61e-04
2024-05-01 02:46:05 transreid.train INFO: Epoch[104] Iter[40/186] Loss: 0.025, Acc: 1.000, Base Lr: 3.61e-04
2024-05-01 02:46:12 transreid.train INFO: Epoch[104] Iter[50/186] Loss: 0.023, Acc: 1.000, Base Lr: 3.61e-04
2024-05-01 02:46:19 transreid.train INFO: Epoch[104] Iter[60/186] Loss: 0.023, Acc: 1.000, Base Lr: 3.61e-04
2024-05-01 02:46:26 transreid.train INFO: Epoch[104] Iter[70/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.61e-04
2024-05-01 02:46:33 transreid.train INFO: Epoch[104] Iter[80/186] Loss: 0.024, Acc: 0.999, Base Lr: 3.61e-04
2024-05-01 02:46:40 transreid.train INFO: Epoch[104] Iter[90/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.61e-04
2024-05-01 02:46:47 transreid.train INFO: Epoch[104] Iter[100/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.61e-04
2024-05-01 02:46:54 transreid.train INFO: Epoch[104] Iter[110/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.61e-04
2024-05-01 02:47:01 transreid.train INFO: Epoch[104] Iter[120/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.61e-04
2024-05-01 02:47:08 transreid.train INFO: Epoch[104] Iter[130/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.61e-04
2024-05-01 02:47:15 transreid.train INFO: Epoch[104] Iter[140/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.61e-04
2024-05-01 02:47:22 transreid.train INFO: Epoch[104] Iter[150/186] Loss: 0.024, Acc: 0.999, Base Lr: 3.61e-04
2024-05-01 02:47:29 transreid.train INFO: Epoch[104] Iter[160/186] Loss: 0.023, Acc: 0.999, Base Lr: 3.61e-04
2024-05-01 02:47:36 transreid.train INFO: Epoch[104] Iter[170/186] Loss: 0.023, Acc: 0.999, Base Lr: 3.61e-04
2024-05-01 02:47:43 transreid.train INFO: Epoch[104] Iter[180/186] Loss: 0.023, Acc: 0.999, Base Lr: 3.61e-04
2024-05-01 02:47:46 transreid.train INFO: Epoch 104 done. Time per epoch: 129.682[s] Speed: 90.8[samples/s]
2024-05-01 02:47:54 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.024, Acc: 1.000, Base Lr: 3.20e-04
2024-05-01 02:48:01 transreid.train INFO: Epoch[105] Iter[20/186] Loss: 0.030, Acc: 1.000, Base Lr: 3.20e-04
2024-05-01 02:48:08 transreid.train INFO: Epoch[105] Iter[30/186] Loss: 0.028, Acc: 0.999, Base Lr: 3.20e-04
2024-05-01 02:48:15 transreid.train INFO: Epoch[105] Iter[40/186] Loss: 0.027, Acc: 0.999, Base Lr: 3.20e-04
2024-05-01 02:48:22 transreid.train INFO: Epoch[105] Iter[50/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.20e-04
2024-05-01 02:48:29 transreid.train INFO: Epoch[105] Iter[60/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.20e-04
2024-05-01 02:48:36 transreid.train INFO: Epoch[105] Iter[70/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.20e-04
2024-05-01 02:48:43 transreid.train INFO: Epoch[105] Iter[80/186] Loss: 0.024, Acc: 0.999, Base Lr: 3.20e-04
2024-05-01 02:48:48 transreid.train INFO: Epoch[105] Iter[90/186] Loss: 0.024, Acc: 0.999, Base Lr: 3.20e-04
2024-05-01 02:48:55 transreid.train INFO: Epoch[105] Iter[100/186] Loss: 0.024, Acc: 0.999, Base Lr: 3.20e-04
2024-05-01 02:49:02 transreid.train INFO: Epoch[105] Iter[110/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.20e-04
2024-05-01 02:49:09 transreid.train INFO: Epoch[105] Iter[120/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.20e-04
2024-05-01 02:49:16 transreid.train INFO: Epoch[105] Iter[130/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.20e-04
2024-05-01 02:49:23 transreid.train INFO: Epoch[105] Iter[140/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.20e-04
2024-05-01 02:49:30 transreid.train INFO: Epoch[105] Iter[150/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.20e-04
2024-05-01 02:49:37 transreid.train INFO: Epoch[105] Iter[160/186] Loss: 0.024, Acc: 0.999, Base Lr: 3.20e-04
2024-05-01 02:49:44 transreid.train INFO: Epoch[105] Iter[170/186] Loss: 0.024, Acc: 0.999, Base Lr: 3.20e-04
2024-05-01 02:49:51 transreid.train INFO: Epoch[105] Iter[180/186] Loss: 0.024, Acc: 0.999, Base Lr: 3.20e-04
2024-05-01 02:49:53 transreid.train INFO: Epoch 105 done. Time per epoch: 127.113[s] Speed: 92.1[samples/s]
2024-05-01 02:50:01 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.035, Acc: 0.997, Base Lr: 2.81e-04
2024-05-01 02:50:08 transreid.train INFO: Epoch[106] Iter[20/186] Loss: 0.042, Acc: 0.996, Base Lr: 2.81e-04
2024-05-01 02:50:15 transreid.train INFO: Epoch[106] Iter[30/186] Loss: 0.040, Acc: 0.997, Base Lr: 2.81e-04
2024-05-01 02:50:22 transreid.train INFO: Epoch[106] Iter[40/186] Loss: 0.035, Acc: 0.998, Base Lr: 2.81e-04
2024-05-01 02:50:29 transreid.train INFO: Epoch[106] Iter[50/186] Loss: 0.035, Acc: 0.997, Base Lr: 2.81e-04
2024-05-01 02:50:36 transreid.train INFO: Epoch[106] Iter[60/186] Loss: 0.035, Acc: 0.997, Base Lr: 2.81e-04
2024-05-01 02:50:43 transreid.train INFO: Epoch[106] Iter[70/186] Loss: 0.033, Acc: 0.998, Base Lr: 2.81e-04
2024-05-01 02:50:50 transreid.train INFO: Epoch[106] Iter[80/186] Loss: 0.032, Acc: 0.997, Base Lr: 2.81e-04
2024-05-01 02:50:57 transreid.train INFO: Epoch[106] Iter[90/186] Loss: 0.032, Acc: 0.998, Base Lr: 2.81e-04
2024-05-01 02:51:04 transreid.train INFO: Epoch[106] Iter[100/186] Loss: 0.030, Acc: 0.998, Base Lr: 2.81e-04
2024-05-01 02:51:11 transreid.train INFO: Epoch[106] Iter[110/186] Loss: 0.029, Acc: 0.998, Base Lr: 2.81e-04
2024-05-01 02:51:18 transreid.train INFO: Epoch[106] Iter[120/186] Loss: 0.028, Acc: 0.998, Base Lr: 2.81e-04
2024-05-01 02:51:25 transreid.train INFO: Epoch[106] Iter[130/186] Loss: 0.027, Acc: 0.998, Base Lr: 2.81e-04
2024-05-01 02:51:32 transreid.train INFO: Epoch[106] Iter[140/186] Loss: 0.027, Acc: 0.998, Base Lr: 2.81e-04
2024-05-01 02:51:39 transreid.train INFO: Epoch[106] Iter[150/186] Loss: 0.026, Acc: 0.998, Base Lr: 2.81e-04
2024-05-01 02:51:46 transreid.train INFO: Epoch[106] Iter[160/186] Loss: 0.026, Acc: 0.998, Base Lr: 2.81e-04
2024-05-01 02:51:53 transreid.train INFO: Epoch[106] Iter[170/186] Loss: 0.026, Acc: 0.999, Base Lr: 2.81e-04
2024-05-01 02:52:00 transreid.train INFO: Epoch[106] Iter[180/186] Loss: 0.026, Acc: 0.998, Base Lr: 2.81e-04
2024-05-01 02:52:03 transreid.train INFO: Epoch 106 done. Time per epoch: 129.876[s] Speed: 90.7[samples/s]
2024-05-01 02:52:11 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.018, Acc: 0.998, Base Lr: 2.45e-04
2024-05-01 02:52:18 transreid.train INFO: Epoch[107] Iter[20/186] Loss: 0.016, Acc: 0.999, Base Lr: 2.45e-04
2024-05-01 02:52:23 transreid.train INFO: Epoch[107] Iter[30/186] Loss: 0.025, Acc: 0.999, Base Lr: 2.45e-04
2024-05-01 02:52:30 transreid.train INFO: Epoch[107] Iter[40/186] Loss: 0.025, Acc: 0.999, Base Lr: 2.45e-04
2024-05-01 02:52:37 transreid.train INFO: Epoch[107] Iter[50/186] Loss: 0.025, Acc: 0.999, Base Lr: 2.45e-04
2024-05-01 02:52:44 transreid.train INFO: Epoch[107] Iter[60/186] Loss: 0.023, Acc: 0.999, Base Lr: 2.45e-04
2024-05-01 02:52:51 transreid.train INFO: Epoch[107] Iter[70/186] Loss: 0.025, Acc: 0.999, Base Lr: 2.45e-04
2024-05-01 02:52:58 transreid.train INFO: Epoch[107] Iter[80/186] Loss: 0.026, Acc: 0.999, Base Lr: 2.45e-04
2024-05-01 02:53:05 transreid.train INFO: Epoch[107] Iter[90/186] Loss: 0.025, Acc: 0.999, Base Lr: 2.45e-04
2024-05-01 02:53:12 transreid.train INFO: Epoch[107] Iter[100/186] Loss: 0.024, Acc: 0.999, Base Lr: 2.45e-04
2024-05-01 02:53:19 transreid.train INFO: Epoch[107] Iter[110/186] Loss: 0.024, Acc: 0.999, Base Lr: 2.45e-04
2024-05-01 02:53:26 transreid.train INFO: Epoch[107] Iter[120/186] Loss: 0.024, Acc: 0.999, Base Lr: 2.45e-04
2024-05-01 02:53:33 transreid.train INFO: Epoch[107] Iter[130/186] Loss: 0.023, Acc: 0.999, Base Lr: 2.45e-04
2024-05-01 02:53:40 transreid.train INFO: Epoch[107] Iter[140/186] Loss: 0.022, Acc: 0.999, Base Lr: 2.45e-04
2024-05-01 02:53:47 transreid.train INFO: Epoch[107] Iter[150/186] Loss: 0.022, Acc: 0.999, Base Lr: 2.45e-04
2024-05-01 02:53:54 transreid.train INFO: Epoch[107] Iter[160/186] Loss: 0.023, Acc: 0.999, Base Lr: 2.45e-04
2024-05-01 02:54:01 transreid.train INFO: Epoch[107] Iter[170/186] Loss: 0.023, Acc: 0.999, Base Lr: 2.45e-04
2024-05-01 02:54:08 transreid.train INFO: Epoch[107] Iter[180/186] Loss: 0.023, Acc: 0.999, Base Lr: 2.45e-04
2024-05-01 02:54:11 transreid.train INFO: Epoch 107 done. Time per epoch: 127.658[s] Speed: 92.2[samples/s]
2024-05-01 02:54:18 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.025, Acc: 0.998, Base Lr: 2.11e-04
2024-05-01 02:54:25 transreid.train INFO: Epoch[108] Iter[20/186] Loss: 0.030, Acc: 0.999, Base Lr: 2.11e-04
2024-05-01 02:54:32 transreid.train INFO: Epoch[108] Iter[30/186] Loss: 0.029, Acc: 0.999, Base Lr: 2.11e-04
2024-05-01 02:54:40 transreid.train INFO: Epoch[108] Iter[40/186] Loss: 0.029, Acc: 0.998, Base Lr: 2.11e-04
2024-05-01 02:54:47 transreid.train INFO: Epoch[108] Iter[50/186] Loss: 0.026, Acc: 0.999, Base Lr: 2.11e-04
2024-05-01 02:54:54 transreid.train INFO: Epoch[108] Iter[60/186] Loss: 0.029, Acc: 0.998, Base Lr: 2.11e-04
2024-05-01 02:55:01 transreid.train INFO: Epoch[108] Iter[70/186] Loss: 0.029, Acc: 0.998, Base Lr: 2.11e-04
2024-05-01 02:55:08 transreid.train INFO: Epoch[108] Iter[80/186] Loss: 0.028, Acc: 0.998, Base Lr: 2.11e-04
2024-05-01 02:55:15 transreid.train INFO: Epoch[108] Iter[90/186] Loss: 0.027, Acc: 0.998, Base Lr: 2.11e-04
2024-05-01 02:55:22 transreid.train INFO: Epoch[108] Iter[100/186] Loss: 0.026, Acc: 0.998, Base Lr: 2.11e-04
2024-05-01 02:55:29 transreid.train INFO: Epoch[108] Iter[110/186] Loss: 0.025, Acc: 0.998, Base Lr: 2.11e-04
2024-05-01 02:55:36 transreid.train INFO: Epoch[108] Iter[120/186] Loss: 0.025, Acc: 0.999, Base Lr: 2.11e-04
2024-05-01 02:55:43 transreid.train INFO: Epoch[108] Iter[130/186] Loss: 0.025, Acc: 0.999, Base Lr: 2.11e-04
2024-05-01 02:55:50 transreid.train INFO: Epoch[108] Iter[140/186] Loss: 0.026, Acc: 0.998, Base Lr: 2.11e-04
2024-05-01 02:55:56 transreid.train INFO: Epoch[108] Iter[150/186] Loss: 0.025, Acc: 0.999, Base Lr: 2.11e-04
2024-05-01 02:56:02 transreid.train INFO: Epoch[108] Iter[160/186] Loss: 0.024, Acc: 0.999, Base Lr: 2.11e-04
2024-05-01 02:56:09 transreid.train INFO: Epoch[108] Iter[170/186] Loss: 0.023, Acc: 0.999, Base Lr: 2.11e-04
2024-05-01 02:56:16 transreid.train INFO: Epoch[108] Iter[180/186] Loss: 0.023, Acc: 0.999, Base Lr: 2.11e-04
2024-05-01 02:56:19 transreid.train INFO: Epoch 108 done. Time per epoch: 128.542[s] Speed: 91.6[samples/s]
2024-05-01 02:56:27 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.039, Acc: 0.995, Base Lr: 1.80e-04
2024-05-01 02:56:34 transreid.train INFO: Epoch[109] Iter[20/186] Loss: 0.041, Acc: 0.998, Base Lr: 1.80e-04
2024-05-01 02:56:41 transreid.train INFO: Epoch[109] Iter[30/186] Loss: 0.035, Acc: 0.997, Base Lr: 1.80e-04
2024-05-01 02:56:48 transreid.train INFO: Epoch[109] Iter[40/186] Loss: 0.036, Acc: 0.997, Base Lr: 1.80e-04
2024-05-01 02:56:55 transreid.train INFO: Epoch[109] Iter[50/186] Loss: 0.034, Acc: 0.998, Base Lr: 1.80e-04
2024-05-01 02:57:02 transreid.train INFO: Epoch[109] Iter[60/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.80e-04
2024-05-01 02:57:09 transreid.train INFO: Epoch[109] Iter[70/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.80e-04
2024-05-01 02:57:16 transreid.train INFO: Epoch[109] Iter[80/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.80e-04
2024-05-01 02:57:23 transreid.train INFO: Epoch[109] Iter[90/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.80e-04
2024-05-01 02:57:30 transreid.train INFO: Epoch[109] Iter[100/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.80e-04
2024-05-01 02:57:37 transreid.train INFO: Epoch[109] Iter[110/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.80e-04
2024-05-01 02:57:44 transreid.train INFO: Epoch[109] Iter[120/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.80e-04
2024-05-01 02:57:51 transreid.train INFO: Epoch[109] Iter[130/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.80e-04
2024-05-01 02:57:58 transreid.train INFO: Epoch[109] Iter[140/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.80e-04
2024-05-01 02:58:05 transreid.train INFO: Epoch[109] Iter[150/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.80e-04
2024-05-01 02:58:12 transreid.train INFO: Epoch[109] Iter[160/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.80e-04
2024-05-01 02:58:19 transreid.train INFO: Epoch[109] Iter[170/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.80e-04
2024-05-01 02:58:26 transreid.train INFO: Epoch[109] Iter[180/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.80e-04
2024-05-01 02:58:29 transreid.train INFO: Epoch 109 done. Time per epoch: 130.067[s] Speed: 90.5[samples/s]
2024-05-01 02:58:37 transreid.train INFO: Epoch[110] Iter[10/186] Loss: 0.014, Acc: 0.998, Base Lr: 1.52e-04
2024-05-01 02:58:44 transreid.train INFO: Epoch[110] Iter[20/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.52e-04
2024-05-01 02:58:51 transreid.train INFO: Epoch[110] Iter[30/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.52e-04
2024-05-01 02:58:58 transreid.train INFO: Epoch[110] Iter[40/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.52e-04
2024-05-01 02:59:05 transreid.train INFO: Epoch[110] Iter[50/186] Loss: 0.025, Acc: 0.997, Base Lr: 1.52e-04
2024-05-01 02:59:12 transreid.train INFO: Epoch[110] Iter[60/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.52e-04
2024-05-01 02:59:19 transreid.train INFO: Epoch[110] Iter[70/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.52e-04
2024-05-01 02:59:26 transreid.train INFO: Epoch[110] Iter[80/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.52e-04
2024-05-01 02:59:31 transreid.train INFO: Epoch[110] Iter[90/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.52e-04
2024-05-01 02:59:38 transreid.train INFO: Epoch[110] Iter[100/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.52e-04
2024-05-01 02:59:46 transreid.train INFO: Epoch[110] Iter[110/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.52e-04
2024-05-01 02:59:54 transreid.train INFO: Epoch[110] Iter[120/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.52e-04
2024-05-01 03:00:02 transreid.train INFO: Epoch[110] Iter[130/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.52e-04
2024-05-01 03:00:10 transreid.train INFO: Epoch[110] Iter[140/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.52e-04
2024-05-01 03:00:18 transreid.train INFO: Epoch[110] Iter[150/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.52e-04
2024-05-01 03:00:26 transreid.train INFO: Epoch[110] Iter[160/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.52e-04
2024-05-01 03:00:34 transreid.train INFO: Epoch[110] Iter[170/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.52e-04
2024-05-01 03:00:42 transreid.train INFO: Epoch[110] Iter[180/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.52e-04
2024-05-01 03:00:44 transreid.train INFO: Epoch 110 done. Time per epoch: 134.930[s] Speed: 86.8[samples/s]
2024-05-01 03:00:53 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.032, Acc: 1.000, Base Lr: 1.26e-04
2024-05-01 03:01:01 transreid.train INFO: Epoch[111] Iter[20/186] Loss: 0.035, Acc: 0.998, Base Lr: 1.26e-04
2024-05-01 03:01:08 transreid.train INFO: Epoch[111] Iter[30/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.26e-04
2024-05-01 03:01:16 transreid.train INFO: Epoch[111] Iter[40/186] Loss: 0.032, Acc: 0.999, Base Lr: 1.26e-04
2024-05-01 03:01:24 transreid.train INFO: Epoch[111] Iter[50/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.26e-04
2024-05-01 03:01:32 transreid.train INFO: Epoch[111] Iter[60/186] Loss: 0.028, Acc: 0.999, Base Lr: 1.26e-04
2024-05-01 03:01:40 transreid.train INFO: Epoch[111] Iter[70/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.26e-04
2024-05-01 03:01:45 transreid.train INFO: Epoch[111] Iter[80/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.26e-04
2024-05-01 03:01:49 transreid.train INFO: Epoch[111] Iter[90/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.26e-04
2024-05-01 03:01:53 transreid.train INFO: Epoch[111] Iter[100/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.26e-04
2024-05-01 03:01:57 transreid.train INFO: Epoch[111] Iter[110/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.26e-04
2024-05-01 03:02:02 transreid.train INFO: Epoch[111] Iter[120/186] Loss: 0.026, Acc: 0.999, Base Lr: 1.26e-04
2024-05-01 03:02:06 transreid.train INFO: Epoch[111] Iter[130/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.26e-04
2024-05-01 03:02:10 transreid.train INFO: Epoch[111] Iter[140/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.26e-04
2024-05-01 03:02:15 transreid.train INFO: Epoch[111] Iter[150/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.26e-04
2024-05-01 03:02:19 transreid.train INFO: Epoch[111] Iter[160/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.26e-04
2024-05-01 03:02:23 transreid.train INFO: Epoch[111] Iter[170/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.26e-04
2024-05-01 03:02:27 transreid.train INFO: Epoch[111] Iter[180/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.26e-04
2024-05-01 03:02:29 transreid.train INFO: Epoch 111 done. Time per epoch: 105.068[s] Speed: 112.1[samples/s]
2024-05-01 03:02:34 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.03e-04
2024-05-01 03:02:39 transreid.train INFO: Epoch[112] Iter[20/186] Loss: 0.030, Acc: 0.999, Base Lr: 1.03e-04
2024-05-01 03:02:43 transreid.train INFO: Epoch[112] Iter[30/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.03e-04
2024-05-01 03:02:47 transreid.train INFO: Epoch[112] Iter[40/186] Loss: 0.026, Acc: 0.999, Base Lr: 1.03e-04
2024-05-01 03:02:51 transreid.train INFO: Epoch[112] Iter[50/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.03e-04
2024-05-01 03:02:56 transreid.train INFO: Epoch[112] Iter[60/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.03e-04
2024-05-01 03:03:00 transreid.train INFO: Epoch[112] Iter[70/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.03e-04
2024-05-01 03:03:04 transreid.train INFO: Epoch[112] Iter[80/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.03e-04
2024-05-01 03:03:08 transreid.train INFO: Epoch[112] Iter[90/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.03e-04
2024-05-01 03:03:13 transreid.train INFO: Epoch[112] Iter[100/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.03e-04
2024-05-01 03:03:17 transreid.train INFO: Epoch[112] Iter[110/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.03e-04
2024-05-01 03:03:21 transreid.train INFO: Epoch[112] Iter[120/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.03e-04
2024-05-01 03:03:25 transreid.train INFO: Epoch[112] Iter[130/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.03e-04
2024-05-01 03:03:29 transreid.train INFO: Epoch[112] Iter[140/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.03e-04
2024-05-01 03:03:34 transreid.train INFO: Epoch[112] Iter[150/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.03e-04
2024-05-01 03:03:38 transreid.train INFO: Epoch[112] Iter[160/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.03e-04
2024-05-01 03:03:42 transreid.train INFO: Epoch[112] Iter[170/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.03e-04
2024-05-01 03:03:46 transreid.train INFO: Epoch[112] Iter[180/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.03e-04
2024-05-01 03:03:48 transreid.train INFO: Epoch 112 done. Time per epoch: 78.968[s] Speed: 149.1[samples/s]
2024-05-01 03:03:53 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.036, Acc: 0.995, Base Lr: 8.28e-05
2024-05-01 03:03:58 transreid.train INFO: Epoch[113] Iter[20/186] Loss: 0.032, Acc: 0.998, Base Lr: 8.28e-05
2024-05-01 03:04:02 transreid.train INFO: Epoch[113] Iter[30/186] Loss: 0.032, Acc: 0.998, Base Lr: 8.28e-05
2024-05-01 03:04:06 transreid.train INFO: Epoch[113] Iter[40/186] Loss: 0.029, Acc: 0.998, Base Lr: 8.28e-05
2024-05-01 03:04:11 transreid.train INFO: Epoch[113] Iter[50/186] Loss: 0.029, Acc: 0.998, Base Lr: 8.28e-05
2024-05-01 03:04:15 transreid.train INFO: Epoch[113] Iter[60/186] Loss: 0.027, Acc: 0.998, Base Lr: 8.28e-05
2024-05-01 03:04:19 transreid.train INFO: Epoch[113] Iter[70/186] Loss: 0.028, Acc: 0.998, Base Lr: 8.28e-05
2024-05-01 03:04:26 transreid.train INFO: Epoch[113] Iter[80/186] Loss: 0.028, Acc: 0.999, Base Lr: 8.28e-05
2024-05-01 03:04:33 transreid.train INFO: Epoch[113] Iter[90/186] Loss: 0.027, Acc: 0.999, Base Lr: 8.28e-05
2024-05-01 03:04:40 transreid.train INFO: Epoch[113] Iter[100/186] Loss: 0.028, Acc: 0.999, Base Lr: 8.28e-05
2024-05-01 03:04:48 transreid.train INFO: Epoch[113] Iter[110/186] Loss: 0.029, Acc: 0.999, Base Lr: 8.28e-05
2024-05-01 03:04:55 transreid.train INFO: Epoch[113] Iter[120/186] Loss: 0.028, Acc: 0.999, Base Lr: 8.28e-05
2024-05-01 03:05:02 transreid.train INFO: Epoch[113] Iter[130/186] Loss: 0.027, Acc: 0.999, Base Lr: 8.28e-05
2024-05-01 03:05:09 transreid.train INFO: Epoch[113] Iter[140/186] Loss: 0.027, Acc: 0.999, Base Lr: 8.28e-05
2024-05-01 03:05:16 transreid.train INFO: Epoch[113] Iter[150/186] Loss: 0.026, Acc: 0.999, Base Lr: 8.28e-05
2024-05-01 03:05:23 transreid.train INFO: Epoch[113] Iter[160/186] Loss: 0.026, Acc: 0.999, Base Lr: 8.28e-05
2024-05-01 03:05:30 transreid.train INFO: Epoch[113] Iter[170/186] Loss: 0.025, Acc: 0.999, Base Lr: 8.28e-05
2024-05-01 03:05:37 transreid.train INFO: Epoch[113] Iter[180/186] Loss: 0.024, Acc: 0.999, Base Lr: 8.28e-05
2024-05-01 03:05:39 transreid.train INFO: Epoch 113 done. Time per epoch: 110.761[s] Speed: 105.7[samples/s]
2024-05-01 03:05:47 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.022, Acc: 0.998, Base Lr: 6.51e-05
2024-05-01 03:05:54 transreid.train INFO: Epoch[114] Iter[20/186] Loss: 0.025, Acc: 0.999, Base Lr: 6.51e-05
2024-05-01 03:06:01 transreid.train INFO: Epoch[114] Iter[30/186] Loss: 0.027, Acc: 0.999, Base Lr: 6.51e-05
2024-05-01 03:06:08 transreid.train INFO: Epoch[114] Iter[40/186] Loss: 0.026, Acc: 1.000, Base Lr: 6.51e-05
2024-05-01 03:06:15 transreid.train INFO: Epoch[114] Iter[50/186] Loss: 0.025, Acc: 0.999, Base Lr: 6.51e-05
2024-05-01 03:06:22 transreid.train INFO: Epoch[114] Iter[60/186] Loss: 0.024, Acc: 0.999, Base Lr: 6.51e-05
2024-05-01 03:06:29 transreid.train INFO: Epoch[114] Iter[70/186] Loss: 0.023, Acc: 1.000, Base Lr: 6.51e-05
2024-05-01 03:06:36 transreid.train INFO: Epoch[114] Iter[80/186] Loss: 0.025, Acc: 0.999, Base Lr: 6.51e-05
2024-05-01 03:06:43 transreid.train INFO: Epoch[114] Iter[90/186] Loss: 0.024, Acc: 0.999, Base Lr: 6.51e-05
2024-05-01 03:06:50 transreid.train INFO: Epoch[114] Iter[100/186] Loss: 0.024, Acc: 0.999, Base Lr: 6.51e-05
2024-05-01 03:06:57 transreid.train INFO: Epoch[114] Iter[110/186] Loss: 0.024, Acc: 0.999, Base Lr: 6.51e-05
2024-05-01 03:07:04 transreid.train INFO: Epoch[114] Iter[120/186] Loss: 0.024, Acc: 0.999, Base Lr: 6.51e-05
2024-05-01 03:07:11 transreid.train INFO: Epoch[114] Iter[130/186] Loss: 0.024, Acc: 0.999, Base Lr: 6.51e-05
2024-05-01 03:07:18 transreid.train INFO: Epoch[114] Iter[140/186] Loss: 0.023, Acc: 0.999, Base Lr: 6.51e-05
2024-05-01 03:07:25 transreid.train INFO: Epoch[114] Iter[150/186] Loss: 0.023, Acc: 0.999, Base Lr: 6.51e-05
2024-05-01 03:07:32 transreid.train INFO: Epoch[114] Iter[160/186] Loss: 0.023, Acc: 0.999, Base Lr: 6.51e-05
2024-05-01 03:07:39 transreid.train INFO: Epoch[114] Iter[170/186] Loss: 0.023, Acc: 0.999, Base Lr: 6.51e-05
2024-05-01 03:07:46 transreid.train INFO: Epoch[114] Iter[180/186] Loss: 0.022, Acc: 0.999, Base Lr: 6.51e-05
2024-05-01 03:07:49 transreid.train INFO: Epoch 114 done. Time per epoch: 130.252[s] Speed: 90.4[samples/s]
2024-05-01 03:07:55 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.024, Acc: 1.000, Base Lr: 5.02e-05
2024-05-01 03:08:02 transreid.train INFO: Epoch[115] Iter[20/186] Loss: 0.022, Acc: 1.000, Base Lr: 5.02e-05
2024-05-01 03:08:09 transreid.train INFO: Epoch[115] Iter[30/186] Loss: 0.024, Acc: 0.999, Base Lr: 5.02e-05
2024-05-01 03:08:16 transreid.train INFO: Epoch[115] Iter[40/186] Loss: 0.026, Acc: 1.000, Base Lr: 5.02e-05
2024-05-01 03:08:23 transreid.train INFO: Epoch[115] Iter[50/186] Loss: 0.026, Acc: 0.999, Base Lr: 5.02e-05
2024-05-01 03:08:30 transreid.train INFO: Epoch[115] Iter[60/186] Loss: 0.026, Acc: 0.999, Base Lr: 5.02e-05
2024-05-01 03:08:37 transreid.train INFO: Epoch[115] Iter[70/186] Loss: 0.024, Acc: 0.999, Base Lr: 5.02e-05
2024-05-01 03:08:44 transreid.train INFO: Epoch[115] Iter[80/186] Loss: 0.025, Acc: 0.999, Base Lr: 5.02e-05
2024-05-01 03:08:51 transreid.train INFO: Epoch[115] Iter[90/186] Loss: 0.025, Acc: 0.999, Base Lr: 5.02e-05
2024-05-01 03:08:58 transreid.train INFO: Epoch[115] Iter[100/186] Loss: 0.025, Acc: 0.999, Base Lr: 5.02e-05
2024-05-01 03:09:05 transreid.train INFO: Epoch[115] Iter[110/186] Loss: 0.024, Acc: 0.999, Base Lr: 5.02e-05
2024-05-01 03:09:12 transreid.train INFO: Epoch[115] Iter[120/186] Loss: 0.024, Acc: 0.999, Base Lr: 5.02e-05
2024-05-01 03:09:19 transreid.train INFO: Epoch[115] Iter[130/186] Loss: 0.024, Acc: 0.999, Base Lr: 5.02e-05
2024-05-01 03:09:26 transreid.train INFO: Epoch[115] Iter[140/186] Loss: 0.023, Acc: 0.999, Base Lr: 5.02e-05
2024-05-01 03:09:33 transreid.train INFO: Epoch[115] Iter[150/186] Loss: 0.023, Acc: 0.999, Base Lr: 5.02e-05
2024-05-01 03:09:40 transreid.train INFO: Epoch[115] Iter[160/186] Loss: 0.023, Acc: 0.999, Base Lr: 5.02e-05
2024-05-01 03:09:47 transreid.train INFO: Epoch[115] Iter[170/186] Loss: 0.022, Acc: 0.999, Base Lr: 5.02e-05
2024-05-01 03:09:54 transreid.train INFO: Epoch[115] Iter[180/186] Loss: 0.022, Acc: 0.999, Base Lr: 5.02e-05
2024-05-01 03:09:57 transreid.train INFO: Epoch 115 done. Time per epoch: 127.460[s] Speed: 91.9[samples/s]
2024-05-01 03:10:05 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.026, Acc: 0.997, Base Lr: 3.79e-05
2024-05-01 03:10:12 transreid.train INFO: Epoch[116] Iter[20/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.79e-05
2024-05-01 03:10:18 transreid.train INFO: Epoch[116] Iter[30/186] Loss: 0.022, Acc: 0.998, Base Lr: 3.79e-05
2024-05-01 03:10:25 transreid.train INFO: Epoch[116] Iter[40/186] Loss: 0.022, Acc: 0.998, Base Lr: 3.79e-05
2024-05-01 03:10:32 transreid.train INFO: Epoch[116] Iter[50/186] Loss: 0.020, Acc: 0.999, Base Lr: 3.79e-05
2024-05-01 03:10:39 transreid.train INFO: Epoch[116] Iter[60/186] Loss: 0.019, Acc: 0.999, Base Lr: 3.79e-05
2024-05-01 03:10:46 transreid.train INFO: Epoch[116] Iter[70/186] Loss: 0.021, Acc: 0.999, Base Lr: 3.79e-05
2024-05-01 03:10:53 transreid.train INFO: Epoch[116] Iter[80/186] Loss: 0.020, Acc: 0.999, Base Lr: 3.79e-05
2024-05-01 03:11:00 transreid.train INFO: Epoch[116] Iter[90/186] Loss: 0.023, Acc: 0.999, Base Lr: 3.79e-05
2024-05-01 03:11:07 transreid.train INFO: Epoch[116] Iter[100/186] Loss: 0.024, Acc: 0.999, Base Lr: 3.79e-05
2024-05-01 03:11:14 transreid.train INFO: Epoch[116] Iter[110/186] Loss: 0.023, Acc: 0.999, Base Lr: 3.79e-05
2024-05-01 03:11:21 transreid.train INFO: Epoch[116] Iter[120/186] Loss: 0.024, Acc: 0.999, Base Lr: 3.79e-05
2024-05-01 03:11:27 transreid.train INFO: Epoch[116] Iter[130/186] Loss: 0.024, Acc: 0.999, Base Lr: 3.79e-05
2024-05-01 03:11:34 transreid.train INFO: Epoch[116] Iter[140/186] Loss: 0.024, Acc: 0.999, Base Lr: 3.79e-05
2024-05-01 03:11:40 transreid.train INFO: Epoch[116] Iter[150/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.79e-05
2024-05-01 03:11:47 transreid.train INFO: Epoch[116] Iter[160/186] Loss: 0.024, Acc: 0.999, Base Lr: 3.79e-05
2024-05-01 03:11:54 transreid.train INFO: Epoch[116] Iter[170/186] Loss: 0.024, Acc: 0.999, Base Lr: 3.79e-05
2024-05-01 03:12:01 transreid.train INFO: Epoch[116] Iter[180/186] Loss: 0.024, Acc: 0.999, Base Lr: 3.79e-05
2024-05-01 03:12:04 transreid.train INFO: Epoch 116 done. Time per epoch: 127.717[s] Speed: 92.2[samples/s]
2024-05-01 03:12:12 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 2.83e-05
2024-05-01 03:12:19 transreid.train INFO: Epoch[117] Iter[20/186] Loss: 0.025, Acc: 1.000, Base Lr: 2.83e-05
2024-05-01 03:12:26 transreid.train INFO: Epoch[117] Iter[30/186] Loss: 0.024, Acc: 0.999, Base Lr: 2.83e-05
2024-05-01 03:12:33 transreid.train INFO: Epoch[117] Iter[40/186] Loss: 0.028, Acc: 0.999, Base Lr: 2.83e-05
2024-05-01 03:12:40 transreid.train INFO: Epoch[117] Iter[50/186] Loss: 0.028, Acc: 0.999, Base Lr: 2.83e-05
2024-05-01 03:12:47 transreid.train INFO: Epoch[117] Iter[60/186] Loss: 0.026, Acc: 0.999, Base Lr: 2.83e-05
2024-05-01 03:12:54 transreid.train INFO: Epoch[117] Iter[70/186] Loss: 0.024, Acc: 0.999, Base Lr: 2.83e-05
2024-05-01 03:13:01 transreid.train INFO: Epoch[117] Iter[80/186] Loss: 0.023, Acc: 0.999, Base Lr: 2.83e-05
2024-05-01 03:13:08 transreid.train INFO: Epoch[117] Iter[90/186] Loss: 0.024, Acc: 0.999, Base Lr: 2.83e-05
2024-05-01 03:13:15 transreid.train INFO: Epoch[117] Iter[100/186] Loss: 0.024, Acc: 0.999, Base Lr: 2.83e-05
2024-05-01 03:13:22 transreid.train INFO: Epoch[117] Iter[110/186] Loss: 0.023, Acc: 0.999, Base Lr: 2.83e-05
2024-05-01 03:13:29 transreid.train INFO: Epoch[117] Iter[120/186] Loss: 0.022, Acc: 0.999, Base Lr: 2.83e-05
2024-05-01 03:13:36 transreid.train INFO: Epoch[117] Iter[130/186] Loss: 0.023, Acc: 0.999, Base Lr: 2.83e-05
2024-05-01 03:13:43 transreid.train INFO: Epoch[117] Iter[140/186] Loss: 0.024, Acc: 0.998, Base Lr: 2.83e-05
2024-05-01 03:13:50 transreid.train INFO: Epoch[117] Iter[150/186] Loss: 0.024, Acc: 0.998, Base Lr: 2.83e-05
2024-05-01 03:13:57 transreid.train INFO: Epoch[117] Iter[160/186] Loss: 0.023, Acc: 0.998, Base Lr: 2.83e-05
2024-05-01 03:14:04 transreid.train INFO: Epoch[117] Iter[170/186] Loss: 0.022, Acc: 0.999, Base Lr: 2.83e-05
2024-05-01 03:14:11 transreid.train INFO: Epoch[117] Iter[180/186] Loss: 0.022, Acc: 0.999, Base Lr: 2.83e-05
2024-05-01 03:14:14 transreid.train INFO: Epoch 117 done. Time per epoch: 130.008[s] Speed: 90.6[samples/s]
2024-05-01 03:14:22 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.036, Acc: 0.998, Base Lr: 2.15e-05
2024-05-01 03:14:29 transreid.train INFO: Epoch[118] Iter[20/186] Loss: 0.030, Acc: 0.998, Base Lr: 2.15e-05
2024-05-01 03:14:36 transreid.train INFO: Epoch[118] Iter[30/186] Loss: 0.037, Acc: 0.998, Base Lr: 2.15e-05
2024-05-01 03:14:43 transreid.train INFO: Epoch[118] Iter[40/186] Loss: 0.035, Acc: 0.999, Base Lr: 2.15e-05
2024-05-01 03:14:50 transreid.train INFO: Epoch[118] Iter[50/186] Loss: 0.035, Acc: 0.999, Base Lr: 2.15e-05
2024-05-01 03:14:57 transreid.train INFO: Epoch[118] Iter[60/186] Loss: 0.038, Acc: 0.998, Base Lr: 2.15e-05
2024-05-01 03:15:03 transreid.train INFO: Epoch[118] Iter[70/186] Loss: 0.036, Acc: 0.999, Base Lr: 2.15e-05
2024-05-01 03:15:10 transreid.train INFO: Epoch[118] Iter[80/186] Loss: 0.035, Acc: 0.999, Base Lr: 2.15e-05
2024-05-01 03:15:17 transreid.train INFO: Epoch[118] Iter[90/186] Loss: 0.034, Acc: 0.999, Base Lr: 2.15e-05
2024-05-01 03:15:24 transreid.train INFO: Epoch[118] Iter[100/186] Loss: 0.034, Acc: 0.999, Base Lr: 2.15e-05
2024-05-01 03:15:31 transreid.train INFO: Epoch[118] Iter[110/186] Loss: 0.035, Acc: 0.999, Base Lr: 2.15e-05
2024-05-01 03:15:38 transreid.train INFO: Epoch[118] Iter[120/186] Loss: 0.035, Acc: 0.999, Base Lr: 2.15e-05
2024-05-01 03:15:45 transreid.train INFO: Epoch[118] Iter[130/186] Loss: 0.035, Acc: 0.999, Base Lr: 2.15e-05
2024-05-01 03:15:52 transreid.train INFO: Epoch[118] Iter[140/186] Loss: 0.034, Acc: 0.999, Base Lr: 2.15e-05
2024-05-01 03:15:59 transreid.train INFO: Epoch[118] Iter[150/186] Loss: 0.034, Acc: 0.999, Base Lr: 2.15e-05
2024-05-01 03:16:06 transreid.train INFO: Epoch[118] Iter[160/186] Loss: 0.033, Acc: 0.999, Base Lr: 2.15e-05
2024-05-01 03:16:13 transreid.train INFO: Epoch[118] Iter[170/186] Loss: 0.032, Acc: 0.999, Base Lr: 2.15e-05
2024-05-01 03:16:20 transreid.train INFO: Epoch[118] Iter[180/186] Loss: 0.031, Acc: 0.999, Base Lr: 2.15e-05
2024-05-01 03:16:23 transreid.train INFO: Epoch 118 done. Time per epoch: 128.203[s] Speed: 91.9[samples/s]
2024-05-01 03:16:30 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 03:16:37 transreid.train INFO: Epoch[119] Iter[20/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.74e-05
2024-05-01 03:16:44 transreid.train INFO: Epoch[119] Iter[30/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.74e-05
2024-05-01 03:16:51 transreid.train INFO: Epoch[119] Iter[40/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.74e-05
2024-05-01 03:16:58 transreid.train INFO: Epoch[119] Iter[50/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 03:17:05 transreid.train INFO: Epoch[119] Iter[60/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 03:17:12 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 03:17:19 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.029, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 03:17:26 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 03:17:33 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 03:17:40 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 03:17:47 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 03:17:54 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 03:18:01 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 03:18:08 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 03:18:15 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 03:18:22 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 03:18:29 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.74e-05
2024-05-01 03:18:32 transreid.train INFO: Epoch 119 done. Time per epoch: 129.811[s] Speed: 90.7[samples/s]
2024-05-01 03:18:38 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.60e-05
2024-05-01 03:18:45 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.60e-05
2024-05-01 03:18:52 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.60e-05
2024-05-01 03:18:59 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 03:19:07 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.60e-05
2024-05-01 03:19:14 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.60e-05
2024-05-01 03:19:21 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.025, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 03:19:28 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 03:19:35 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 03:19:42 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 03:19:49 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 03:19:56 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 03:20:03 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 03:20:10 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 03:20:17 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 03:20:24 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 03:20:31 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 03:20:38 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 03:20:40 transreid.train INFO: Epoch 120 done. Time per epoch: 128.103[s] Speed: 91.9[samples/s]
2024-05-01 03:21:53 transreid.train INFO: Validation Results - Epoch: 120
2024-05-01 03:21:53 transreid.train INFO: mAP: 83.2%
2024-05-01 03:21:53 transreid.train INFO: CMC curve, Rank-1  :92.7%
2024-05-01 03:21:53 transreid.train INFO: CMC curve, Rank-5  :97.7%
2024-05-01 03:21:53 transreid.train INFO: CMC curve, Rank-10 :98.6%
