2024-05-02 14:01:25 transreid INFO: Saving model in the path :log/transreid/msmt17/resnet50_ibn_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-02 14:01:25 transreid INFO: Loaded configuration file configs/msmt17/resnet50_ibn.yml
2024-05-02 14:01:25 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: msmt17
  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: 3
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: resnet50_ibn
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/resnet50_ibn.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/transreid/msmt17/resnet50_ibn_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-05-02 14:01:26 transreid.check INFO: Dataset statistics:
2024-05-02 14:01:26 transreid.check INFO:   ----------------------------------------
2024-05-02 14:01:26 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-02 14:01:26 transreid.check INFO:   ----------------------------------------
2024-05-02 14:01:26 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-02 14:01:26 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-02 14:01:26 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-02 14:01:26 transreid.check INFO:   ----------------------------------------
2024-05-02 14:01:28 transreid INFO: ===========using cosine learning rate=======
2024-05-02 14:01:28 transreid.train INFO: start training
2024-05-02 14:01:51 transreid.train INFO: Epoch[1] Iter[10/486] Loss: 10.652, Acc: 0.000, Base Lr: 4.76e-04
2024-05-02 14:01:56 transreid.train INFO: Epoch[1] Iter[20/486] Loss: 10.449, Acc: 0.002, Base Lr: 4.76e-04
2024-05-02 14:02:02 transreid.train INFO: Epoch[1] Iter[30/486] Loss: 10.313, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 14:02:08 transreid.train INFO: Epoch[1] Iter[40/486] Loss: 10.162, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 14:02:13 transreid.train INFO: Epoch[1] Iter[50/486] Loss: 10.033, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 14:02:19 transreid.train INFO: Epoch[1] Iter[60/486] Loss: 9.942, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 14:02:25 transreid.train INFO: Epoch[1] Iter[70/486] Loss: 9.862, Acc: 0.000, Base Lr: 4.76e-04
2024-05-02 14:02:30 transreid.train INFO: Epoch[1] Iter[80/486] Loss: 9.803, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 14:02:35 transreid.train INFO: Epoch[1] Iter[90/486] Loss: 9.760, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 14:02:41 transreid.train INFO: Epoch[1] Iter[100/486] Loss: 9.713, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 14:02:47 transreid.train INFO: Epoch[1] Iter[110/486] Loss: 9.676, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 14:02:52 transreid.train INFO: Epoch[1] Iter[120/486] Loss: 9.628, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 14:02:58 transreid.train INFO: Epoch[1] Iter[130/486] Loss: 9.595, Acc: 0.001, Base Lr: 4.76e-04
2024-05-02 14:03:04 transreid.train INFO: Epoch[1] Iter[140/486] Loss: 9.567, Acc: 0.002, Base Lr: 4.76e-04
2024-05-02 14:03:09 transreid.train INFO: Epoch[1] Iter[150/486] Loss: 9.534, Acc: 0.002, Base Lr: 4.76e-04
2024-05-02 14:03:15 transreid.train INFO: Epoch[1] Iter[160/486] Loss: 9.500, Acc: 0.002, Base Lr: 4.76e-04
2024-05-02 14:03:20 transreid.train INFO: Epoch[1] Iter[170/486] Loss: 9.476, Acc: 0.003, Base Lr: 4.76e-04
2024-05-02 14:03:26 transreid.train INFO: Epoch[1] Iter[180/486] Loss: 9.451, Acc: 0.003, Base Lr: 4.76e-04
2024-05-02 14:03:32 transreid.train INFO: Epoch[1] Iter[190/486] Loss: 9.424, Acc: 0.004, Base Lr: 4.76e-04
2024-05-02 14:03:37 transreid.train INFO: Epoch[1] Iter[200/486] Loss: 9.405, Acc: 0.004, Base Lr: 4.76e-04
2024-05-02 14:03:43 transreid.train INFO: Epoch[1] Iter[210/486] Loss: 9.383, Acc: 0.005, Base Lr: 4.76e-04
2024-05-02 14:03:49 transreid.train INFO: Epoch[1] Iter[220/486] Loss: 9.360, Acc: 0.005, Base Lr: 4.76e-04
2024-05-02 14:03:55 transreid.train INFO: Epoch[1] Iter[230/486] Loss: 9.340, Acc: 0.006, Base Lr: 4.76e-04
2024-05-02 14:04:00 transreid.train INFO: Epoch[1] Iter[240/486] Loss: 9.321, Acc: 0.006, Base Lr: 4.76e-04
2024-05-02 14:04:06 transreid.train INFO: Epoch[1] Iter[250/486] Loss: 9.303, Acc: 0.007, Base Lr: 4.76e-04
2024-05-02 14:04:11 transreid.train INFO: Epoch[1] Iter[260/486] Loss: 9.290, Acc: 0.008, Base Lr: 4.76e-04
2024-05-02 14:04:17 transreid.train INFO: Epoch[1] Iter[270/486] Loss: 9.274, Acc: 0.008, Base Lr: 4.76e-04
2024-05-02 14:04:22 transreid.train INFO: Epoch[1] Iter[280/486] Loss: 9.260, Acc: 0.009, Base Lr: 4.76e-04
2024-05-02 14:04:28 transreid.train INFO: Epoch[1] Iter[290/486] Loss: 9.247, Acc: 0.009, Base Lr: 4.76e-04
2024-05-02 14:04:34 transreid.train INFO: Epoch[1] Iter[300/486] Loss: 9.233, Acc: 0.010, Base Lr: 4.76e-04
2024-05-02 14:04:39 transreid.train INFO: Epoch[1] Iter[310/486] Loss: 9.219, Acc: 0.011, Base Lr: 4.76e-04
2024-05-02 14:04:45 transreid.train INFO: Epoch[1] Iter[320/486] Loss: 9.208, Acc: 0.012, Base Lr: 4.76e-04
2024-05-02 14:04:51 transreid.train INFO: Epoch[1] Iter[330/486] Loss: 9.195, Acc: 0.013, Base Lr: 4.76e-04
2024-05-02 14:04:56 transreid.train INFO: Epoch[1] Iter[340/486] Loss: 9.184, Acc: 0.014, Base Lr: 4.76e-04
2024-05-02 14:05:02 transreid.train INFO: Epoch[1] Iter[350/486] Loss: 9.173, Acc: 0.015, Base Lr: 4.76e-04
2024-05-02 14:05:08 transreid.train INFO: Epoch[1] Iter[360/486] Loss: 9.163, Acc: 0.016, Base Lr: 4.76e-04
2024-05-02 14:05:13 transreid.train INFO: Epoch[1] Iter[370/486] Loss: 9.154, Acc: 0.017, Base Lr: 4.76e-04
2024-05-02 14:05:19 transreid.train INFO: Epoch[1] Iter[380/486] Loss: 9.141, Acc: 0.019, Base Lr: 4.76e-04
2024-05-02 14:05:25 transreid.train INFO: Epoch[1] Iter[390/486] Loss: 9.132, Acc: 0.020, Base Lr: 4.76e-04
2024-05-02 14:05:31 transreid.train INFO: Epoch[1] Iter[400/486] Loss: 9.124, Acc: 0.021, Base Lr: 4.76e-04
2024-05-02 14:05:36 transreid.train INFO: Epoch[1] Iter[410/486] Loss: 9.112, Acc: 0.023, Base Lr: 4.76e-04
2024-05-02 14:05:42 transreid.train INFO: Epoch[1] Iter[420/486] Loss: 9.102, Acc: 0.025, Base Lr: 4.76e-04
2024-05-02 14:05:48 transreid.train INFO: Epoch[1] Iter[430/486] Loss: 9.093, Acc: 0.027, Base Lr: 4.76e-04
2024-05-02 14:05:53 transreid.train INFO: Epoch[1] Iter[440/486] Loss: 9.085, Acc: 0.030, Base Lr: 4.76e-04
2024-05-02 14:05:58 transreid.train INFO: Epoch[1] Iter[450/486] Loss: 9.076, Acc: 0.033, Base Lr: 4.76e-04
2024-05-02 14:06:04 transreid.train INFO: Epoch[1] Iter[460/486] Loss: 9.067, Acc: 0.037, Base Lr: 4.76e-04
2024-05-02 14:06:10 transreid.train INFO: Epoch[1] Iter[470/486] Loss: 9.057, Acc: 0.041, Base Lr: 4.76e-04
2024-05-02 14:06:12 transreid.train INFO: Epoch 1 done. Time per epoch: 284.014[s] Speed: 107.0[samples/s]
2024-05-02 14:06:19 transreid.train INFO: Epoch[2] Iter[10/486] Loss: 8.518, Acc: 0.048, Base Lr: 8.72e-04
2024-05-02 14:06:24 transreid.train INFO: Epoch[2] Iter[20/486] Loss: 8.514, Acc: 0.035, Base Lr: 8.72e-04
2024-05-02 14:06:30 transreid.train INFO: Epoch[2] Iter[30/486] Loss: 8.508, Acc: 0.033, Base Lr: 8.72e-04
2024-05-02 14:06:35 transreid.train INFO: Epoch[2] Iter[40/486] Loss: 8.496, Acc: 0.035, Base Lr: 8.72e-04
2024-05-02 14:06:41 transreid.train INFO: Epoch[2] Iter[50/486] Loss: 8.461, Acc: 0.034, Base Lr: 8.72e-04
2024-05-02 14:06:47 transreid.train INFO: Epoch[2] Iter[60/486] Loss: 8.450, Acc: 0.036, Base Lr: 8.72e-04
2024-05-02 14:06:53 transreid.train INFO: Epoch[2] Iter[70/486] Loss: 8.429, Acc: 0.034, Base Lr: 8.72e-04
2024-05-02 14:06:58 transreid.train INFO: Epoch[2] Iter[80/486] Loss: 8.396, Acc: 0.038, Base Lr: 8.72e-04
2024-05-02 14:07:04 transreid.train INFO: Epoch[2] Iter[90/486] Loss: 8.370, Acc: 0.042, Base Lr: 8.72e-04
2024-05-02 14:07:10 transreid.train INFO: Epoch[2] Iter[100/486] Loss: 8.351, Acc: 0.045, Base Lr: 8.72e-04
2024-05-02 14:07:15 transreid.train INFO: Epoch[2] Iter[110/486] Loss: 8.329, Acc: 0.046, Base Lr: 8.72e-04
2024-05-02 14:07:21 transreid.train INFO: Epoch[2] Iter[120/486] Loss: 8.310, Acc: 0.046, Base Lr: 8.72e-04
2024-05-02 14:07:26 transreid.train INFO: Epoch[2] Iter[130/486] Loss: 8.293, Acc: 0.049, Base Lr: 8.72e-04
2024-05-02 14:07:32 transreid.train INFO: Epoch[2] Iter[140/486] Loss: 8.278, Acc: 0.048, Base Lr: 8.72e-04
2024-05-02 14:07:37 transreid.train INFO: Epoch[2] Iter[150/486] Loss: 8.255, Acc: 0.052, Base Lr: 8.72e-04
2024-05-02 14:07:43 transreid.train INFO: Epoch[2] Iter[160/486] Loss: 8.238, Acc: 0.055, Base Lr: 8.72e-04
2024-05-02 14:07:49 transreid.train INFO: Epoch[2] Iter[170/486] Loss: 8.216, Acc: 0.056, Base Lr: 8.72e-04
2024-05-02 14:07:54 transreid.train INFO: Epoch[2] Iter[180/486] Loss: 8.193, Acc: 0.059, Base Lr: 8.72e-04
2024-05-02 14:08:00 transreid.train INFO: Epoch[2] Iter[190/486] Loss: 8.172, Acc: 0.060, Base Lr: 8.72e-04
2024-05-02 14:08:05 transreid.train INFO: Epoch[2] Iter[200/486] Loss: 8.153, Acc: 0.063, Base Lr: 8.72e-04
2024-05-02 14:08:11 transreid.train INFO: Epoch[2] Iter[210/486] Loss: 8.132, Acc: 0.065, Base Lr: 8.72e-04
2024-05-02 14:08:17 transreid.train INFO: Epoch[2] Iter[220/486] Loss: 8.114, Acc: 0.066, Base Lr: 8.72e-04
2024-05-02 14:08:22 transreid.train INFO: Epoch[2] Iter[230/486] Loss: 8.092, Acc: 0.068, Base Lr: 8.72e-04
2024-05-02 14:08:28 transreid.train INFO: Epoch[2] Iter[240/486] Loss: 8.076, Acc: 0.068, Base Lr: 8.72e-04
2024-05-02 14:08:34 transreid.train INFO: Epoch[2] Iter[250/486] Loss: 8.059, Acc: 0.069, Base Lr: 8.72e-04
2024-05-02 14:08:39 transreid.train INFO: Epoch[2] Iter[260/486] Loss: 8.038, Acc: 0.072, Base Lr: 8.72e-04
2024-05-02 14:08:45 transreid.train INFO: Epoch[2] Iter[270/486] Loss: 8.019, Acc: 0.073, Base Lr: 8.72e-04
2024-05-02 14:08:51 transreid.train INFO: Epoch[2] Iter[280/486] Loss: 7.999, Acc: 0.075, Base Lr: 8.72e-04
2024-05-02 14:08:56 transreid.train INFO: Epoch[2] Iter[290/486] Loss: 7.978, Acc: 0.077, Base Lr: 8.72e-04
2024-05-02 14:09:02 transreid.train INFO: Epoch[2] Iter[300/486] Loss: 7.960, Acc: 0.079, Base Lr: 8.72e-04
2024-05-02 14:09:07 transreid.train INFO: Epoch[2] Iter[310/486] Loss: 7.942, Acc: 0.081, Base Lr: 8.72e-04
2024-05-02 14:09:12 transreid.train INFO: Epoch[2] Iter[320/486] Loss: 7.923, Acc: 0.083, Base Lr: 8.72e-04
2024-05-02 14:09:18 transreid.train INFO: Epoch[2] Iter[330/486] Loss: 7.901, Acc: 0.086, Base Lr: 8.72e-04
2024-05-02 14:09:24 transreid.train INFO: Epoch[2] Iter[340/486] Loss: 7.882, Acc: 0.088, Base Lr: 8.72e-04
2024-05-02 14:09:29 transreid.train INFO: Epoch[2] Iter[350/486] Loss: 7.860, Acc: 0.091, Base Lr: 8.72e-04
2024-05-02 14:09:35 transreid.train INFO: Epoch[2] Iter[360/486] Loss: 7.839, Acc: 0.094, Base Lr: 8.72e-04
2024-05-02 14:09:41 transreid.train INFO: Epoch[2] Iter[370/486] Loss: 7.817, Acc: 0.097, Base Lr: 8.72e-04
2024-05-02 14:09:47 transreid.train INFO: Epoch[2] Iter[380/486] Loss: 7.793, Acc: 0.100, Base Lr: 8.72e-04
2024-05-02 14:09:52 transreid.train INFO: Epoch[2] Iter[390/486] Loss: 7.769, Acc: 0.103, Base Lr: 8.72e-04
2024-05-02 14:09:58 transreid.train INFO: Epoch[2] Iter[400/486] Loss: 7.745, Acc: 0.107, Base Lr: 8.72e-04
2024-05-02 14:10:03 transreid.train INFO: Epoch[2] Iter[410/486] Loss: 7.716, Acc: 0.111, Base Lr: 8.72e-04
2024-05-02 14:10:09 transreid.train INFO: Epoch[2] Iter[420/486] Loss: 7.686, Acc: 0.116, Base Lr: 8.72e-04
2024-05-02 14:10:15 transreid.train INFO: Epoch[2] Iter[430/486] Loss: 7.656, Acc: 0.120, Base Lr: 8.72e-04
2024-05-02 14:10:20 transreid.train INFO: Epoch[2] Iter[440/486] Loss: 7.619, Acc: 0.127, Base Lr: 8.72e-04
2024-05-02 14:10:26 transreid.train INFO: Epoch[2] Iter[450/486] Loss: 7.579, Acc: 0.133, Base Lr: 8.72e-04
2024-05-02 14:10:32 transreid.train INFO: Epoch[2] Iter[460/486] Loss: 7.539, Acc: 0.139, Base Lr: 8.72e-04
2024-05-02 14:10:37 transreid.train INFO: Epoch[2] Iter[470/486] Loss: 7.487, Acc: 0.146, Base Lr: 8.72e-04
2024-05-02 14:10:40 transreid.train INFO: Epoch 2 done. Time per epoch: 267.661[s] Speed: 113.6[samples/s]
2024-05-02 14:10:46 transreid.train INFO: Epoch[3] Iter[10/486] Loss: 6.992, Acc: 0.045, Base Lr: 1.27e-03
2024-05-02 14:10:51 transreid.train INFO: Epoch[3] Iter[20/486] Loss: 6.991, Acc: 0.039, Base Lr: 1.27e-03
2024-05-02 14:10:57 transreid.train INFO: Epoch[3] Iter[30/486] Loss: 6.923, Acc: 0.046, Base Lr: 1.27e-03
2024-05-02 14:11:02 transreid.train INFO: Epoch[3] Iter[40/486] Loss: 6.899, Acc: 0.044, Base Lr: 1.27e-03
2024-05-02 14:11:08 transreid.train INFO: Epoch[3] Iter[50/486] Loss: 6.848, Acc: 0.048, Base Lr: 1.27e-03
2024-05-02 14:11:14 transreid.train INFO: Epoch[3] Iter[60/486] Loss: 6.824, Acc: 0.051, Base Lr: 1.27e-03
2024-05-02 14:11:19 transreid.train INFO: Epoch[3] Iter[70/486] Loss: 6.759, Acc: 0.056, Base Lr: 1.27e-03
2024-05-02 14:11:25 transreid.train INFO: Epoch[3] Iter[80/486] Loss: 6.738, Acc: 0.057, Base Lr: 1.27e-03
2024-05-02 14:11:30 transreid.train INFO: Epoch[3] Iter[90/486] Loss: 6.718, Acc: 0.057, Base Lr: 1.27e-03
2024-05-02 14:11:36 transreid.train INFO: Epoch[3] Iter[100/486] Loss: 6.687, Acc: 0.061, Base Lr: 1.27e-03
2024-05-02 14:11:42 transreid.train INFO: Epoch[3] Iter[110/486] Loss: 6.666, Acc: 0.063, Base Lr: 1.27e-03
2024-05-02 14:11:47 transreid.train INFO: Epoch[3] Iter[120/486] Loss: 6.643, Acc: 0.067, Base Lr: 1.27e-03
2024-05-02 14:11:53 transreid.train INFO: Epoch[3] Iter[130/486] Loss: 6.621, Acc: 0.070, Base Lr: 1.27e-03
2024-05-02 14:11:58 transreid.train INFO: Epoch[3] Iter[140/486] Loss: 6.595, Acc: 0.074, Base Lr: 1.27e-03
2024-05-02 14:12:04 transreid.train INFO: Epoch[3] Iter[150/486] Loss: 6.581, Acc: 0.073, Base Lr: 1.27e-03
2024-05-02 14:12:10 transreid.train INFO: Epoch[3] Iter[160/486] Loss: 6.538, Acc: 0.081, Base Lr: 1.27e-03
2024-05-02 14:12:15 transreid.train INFO: Epoch[3] Iter[170/486] Loss: 6.510, Acc: 0.084, Base Lr: 1.27e-03
2024-05-02 14:12:20 transreid.train INFO: Epoch[3] Iter[180/486] Loss: 6.486, Acc: 0.085, Base Lr: 1.27e-03
2024-05-02 14:12:26 transreid.train INFO: Epoch[3] Iter[190/486] Loss: 6.457, Acc: 0.088, Base Lr: 1.27e-03
2024-05-02 14:12:31 transreid.train INFO: Epoch[3] Iter[200/486] Loss: 6.424, Acc: 0.093, Base Lr: 1.27e-03
2024-05-02 14:12:37 transreid.train INFO: Epoch[3] Iter[210/486] Loss: 6.389, Acc: 0.100, Base Lr: 1.27e-03
2024-05-02 14:12:42 transreid.train INFO: Epoch[3] Iter[220/486] Loss: 6.361, Acc: 0.103, Base Lr: 1.27e-03
2024-05-02 14:12:48 transreid.train INFO: Epoch[3] Iter[230/486] Loss: 6.338, Acc: 0.108, Base Lr: 1.27e-03
2024-05-02 14:12:54 transreid.train INFO: Epoch[3] Iter[240/486] Loss: 6.315, Acc: 0.112, Base Lr: 1.27e-03
2024-05-02 14:12:59 transreid.train INFO: Epoch[3] Iter[250/486] Loss: 6.290, Acc: 0.115, Base Lr: 1.27e-03
2024-05-02 14:13:05 transreid.train INFO: Epoch[3] Iter[260/486] Loss: 6.262, Acc: 0.119, Base Lr: 1.27e-03
2024-05-02 14:13:10 transreid.train INFO: Epoch[3] Iter[270/486] Loss: 6.237, Acc: 0.123, Base Lr: 1.27e-03
2024-05-02 14:13:16 transreid.train INFO: Epoch[3] Iter[280/486] Loss: 6.206, Acc: 0.127, Base Lr: 1.27e-03
2024-05-02 14:13:22 transreid.train INFO: Epoch[3] Iter[290/486] Loss: 6.183, Acc: 0.131, Base Lr: 1.27e-03
2024-05-02 14:13:27 transreid.train INFO: Epoch[3] Iter[300/486] Loss: 6.148, Acc: 0.136, Base Lr: 1.27e-03
2024-05-02 14:13:33 transreid.train INFO: Epoch[3] Iter[310/486] Loss: 6.117, Acc: 0.142, Base Lr: 1.27e-03
2024-05-02 14:13:38 transreid.train INFO: Epoch[3] Iter[320/486] Loss: 6.088, Acc: 0.146, Base Lr: 1.27e-03
2024-05-02 14:13:44 transreid.train INFO: Epoch[3] Iter[330/486] Loss: 6.058, Acc: 0.151, Base Lr: 1.27e-03
2024-05-02 14:13:50 transreid.train INFO: Epoch[3] Iter[340/486] Loss: 6.031, Acc: 0.156, Base Lr: 1.27e-03
2024-05-02 14:13:55 transreid.train INFO: Epoch[3] Iter[350/486] Loss: 5.996, Acc: 0.162, Base Lr: 1.27e-03
2024-05-02 14:14:00 transreid.train INFO: Epoch[3] Iter[360/486] Loss: 5.958, Acc: 0.168, Base Lr: 1.27e-03
2024-05-02 14:14:06 transreid.train INFO: Epoch[3] Iter[370/486] Loss: 5.918, Acc: 0.174, Base Lr: 1.27e-03
2024-05-02 14:14:11 transreid.train INFO: Epoch[3] Iter[380/486] Loss: 5.875, Acc: 0.182, Base Lr: 1.27e-03
2024-05-02 14:14:17 transreid.train INFO: Epoch[3] Iter[390/486] Loss: 5.834, Acc: 0.189, Base Lr: 1.27e-03
2024-05-02 14:14:23 transreid.train INFO: Epoch[3] Iter[400/486] Loss: 5.784, Acc: 0.197, Base Lr: 1.27e-03
2024-05-02 14:14:28 transreid.train INFO: Epoch[3] Iter[410/486] Loss: 5.736, Acc: 0.206, Base Lr: 1.27e-03
2024-05-02 14:14:34 transreid.train INFO: Epoch[3] Iter[420/486] Loss: 5.683, Acc: 0.215, Base Lr: 1.27e-03
2024-05-02 14:14:40 transreid.train INFO: Epoch[3] Iter[430/486] Loss: 5.624, Acc: 0.226, Base Lr: 1.27e-03
2024-05-02 14:14:45 transreid.train INFO: Epoch[3] Iter[440/486] Loss: 5.562, Acc: 0.236, Base Lr: 1.27e-03
2024-05-02 14:14:51 transreid.train INFO: Epoch[3] Iter[450/486] Loss: 5.500, Acc: 0.247, Base Lr: 1.27e-03
2024-05-02 14:14:56 transreid.train INFO: Epoch[3] Iter[460/486] Loss: 5.433, Acc: 0.258, Base Lr: 1.27e-03
2024-05-02 14:15:02 transreid.train INFO: Epoch[3] Iter[470/486] Loss: 5.355, Acc: 0.271, Base Lr: 1.27e-03
2024-05-02 14:15:04 transreid.train INFO: Epoch 3 done. Time per epoch: 264.380[s] Speed: 114.7[samples/s]
2024-05-02 14:15:11 transreid.train INFO: Epoch[4] Iter[10/486] Loss: 5.779, Acc: 0.113, Base Lr: 1.66e-03
2024-05-02 14:15:16 transreid.train INFO: Epoch[4] Iter[20/486] Loss: 5.643, Acc: 0.123, Base Lr: 1.66e-03
2024-05-02 14:15:22 transreid.train INFO: Epoch[4] Iter[30/486] Loss: 5.530, Acc: 0.143, Base Lr: 1.66e-03
2024-05-02 14:15:27 transreid.train INFO: Epoch[4] Iter[40/486] Loss: 5.452, Acc: 0.152, Base Lr: 1.66e-03
2024-05-02 14:15:33 transreid.train INFO: Epoch[4] Iter[50/486] Loss: 5.406, Acc: 0.153, Base Lr: 1.66e-03
2024-05-02 14:15:38 transreid.train INFO: Epoch[4] Iter[60/486] Loss: 5.368, Acc: 0.155, Base Lr: 1.66e-03
2024-05-02 14:15:43 transreid.train INFO: Epoch[4] Iter[70/486] Loss: 5.296, Acc: 0.169, Base Lr: 1.66e-03
2024-05-02 14:15:49 transreid.train INFO: Epoch[4] Iter[80/486] Loss: 5.248, Acc: 0.174, Base Lr: 1.66e-03
2024-05-02 14:15:55 transreid.train INFO: Epoch[4] Iter[90/486] Loss: 5.186, Acc: 0.189, Base Lr: 1.66e-03
2024-05-02 14:16:00 transreid.train INFO: Epoch[4] Iter[100/486] Loss: 5.119, Acc: 0.202, Base Lr: 1.66e-03
2024-05-02 14:16:06 transreid.train INFO: Epoch[4] Iter[110/486] Loss: 5.067, Acc: 0.215, Base Lr: 1.66e-03
2024-05-02 14:16:12 transreid.train INFO: Epoch[4] Iter[120/486] Loss: 5.023, Acc: 0.224, Base Lr: 1.66e-03
2024-05-02 14:16:17 transreid.train INFO: Epoch[4] Iter[130/486] Loss: 4.987, Acc: 0.231, Base Lr: 1.66e-03
2024-05-02 14:16:23 transreid.train INFO: Epoch[4] Iter[140/486] Loss: 4.953, Acc: 0.237, Base Lr: 1.66e-03
2024-05-02 14:16:29 transreid.train INFO: Epoch[4] Iter[150/486] Loss: 4.919, Acc: 0.245, Base Lr: 1.66e-03
2024-05-02 14:16:34 transreid.train INFO: Epoch[4] Iter[160/486] Loss: 4.883, Acc: 0.252, Base Lr: 1.66e-03
2024-05-02 14:16:40 transreid.train INFO: Epoch[4] Iter[170/486] Loss: 4.843, Acc: 0.260, Base Lr: 1.66e-03
2024-05-02 14:16:45 transreid.train INFO: Epoch[4] Iter[180/486] Loss: 4.808, Acc: 0.268, Base Lr: 1.66e-03
2024-05-02 14:16:51 transreid.train INFO: Epoch[4] Iter[190/486] Loss: 4.779, Acc: 0.275, Base Lr: 1.66e-03
2024-05-02 14:16:57 transreid.train INFO: Epoch[4] Iter[200/486] Loss: 4.750, Acc: 0.282, Base Lr: 1.66e-03
2024-05-02 14:17:02 transreid.train INFO: Epoch[4] Iter[210/486] Loss: 4.724, Acc: 0.288, Base Lr: 1.66e-03
2024-05-02 14:17:08 transreid.train INFO: Epoch[4] Iter[220/486] Loss: 4.688, Acc: 0.297, Base Lr: 1.66e-03
2024-05-02 14:17:13 transreid.train INFO: Epoch[4] Iter[230/486] Loss: 4.653, Acc: 0.303, Base Lr: 1.66e-03
2024-05-02 14:17:18 transreid.train INFO: Epoch[4] Iter[240/486] Loss: 4.611, Acc: 0.312, Base Lr: 1.66e-03
2024-05-02 14:17:24 transreid.train INFO: Epoch[4] Iter[250/486] Loss: 4.575, Acc: 0.319, Base Lr: 1.66e-03
2024-05-02 14:17:30 transreid.train INFO: Epoch[4] Iter[260/486] Loss: 4.545, Acc: 0.325, Base Lr: 1.66e-03
2024-05-02 14:17:35 transreid.train INFO: Epoch[4] Iter[270/486] Loss: 4.514, Acc: 0.333, Base Lr: 1.66e-03
2024-05-02 14:17:41 transreid.train INFO: Epoch[4] Iter[280/486] Loss: 4.477, Acc: 0.341, Base Lr: 1.66e-03
2024-05-02 14:17:47 transreid.train INFO: Epoch[4] Iter[290/486] Loss: 4.430, Acc: 0.351, Base Lr: 1.66e-03
2024-05-02 14:17:52 transreid.train INFO: Epoch[4] Iter[300/486] Loss: 4.390, Acc: 0.359, Base Lr: 1.66e-03
2024-05-02 14:17:58 transreid.train INFO: Epoch[4] Iter[310/486] Loss: 4.351, Acc: 0.366, Base Lr: 1.66e-03
2024-05-02 14:18:03 transreid.train INFO: Epoch[4] Iter[320/486] Loss: 4.312, Acc: 0.373, Base Lr: 1.66e-03
2024-05-02 14:18:09 transreid.train INFO: Epoch[4] Iter[330/486] Loss: 4.270, Acc: 0.382, Base Lr: 1.66e-03
2024-05-02 14:18:15 transreid.train INFO: Epoch[4] Iter[340/486] Loss: 4.232, Acc: 0.390, Base Lr: 1.66e-03
2024-05-02 14:18:20 transreid.train INFO: Epoch[4] Iter[350/486] Loss: 4.192, Acc: 0.398, Base Lr: 1.66e-03
2024-05-02 14:18:26 transreid.train INFO: Epoch[4] Iter[360/486] Loss: 4.152, Acc: 0.406, Base Lr: 1.66e-03
2024-05-02 14:18:31 transreid.train INFO: Epoch[4] Iter[370/486] Loss: 4.116, Acc: 0.413, Base Lr: 1.66e-03
2024-05-02 14:18:37 transreid.train INFO: Epoch[4] Iter[380/486] Loss: 4.078, Acc: 0.420, Base Lr: 1.66e-03
2024-05-02 14:18:43 transreid.train INFO: Epoch[4] Iter[390/486] Loss: 4.036, Acc: 0.428, Base Lr: 1.66e-03
2024-05-02 14:18:48 transreid.train INFO: Epoch[4] Iter[400/486] Loss: 3.993, Acc: 0.436, Base Lr: 1.66e-03
2024-05-02 14:18:53 transreid.train INFO: Epoch[4] Iter[410/486] Loss: 3.952, Acc: 0.444, Base Lr: 1.66e-03
2024-05-02 14:18:59 transreid.train INFO: Epoch[4] Iter[420/486] Loss: 3.907, Acc: 0.452, Base Lr: 1.66e-03
2024-05-02 14:19:05 transreid.train INFO: Epoch[4] Iter[430/486] Loss: 3.858, Acc: 0.461, Base Lr: 1.66e-03
2024-05-02 14:19:10 transreid.train INFO: Epoch[4] Iter[440/486] Loss: 3.809, Acc: 0.470, Base Lr: 1.66e-03
2024-05-02 14:19:16 transreid.train INFO: Epoch[4] Iter[450/486] Loss: 3.762, Acc: 0.478, Base Lr: 1.66e-03
2024-05-02 14:19:22 transreid.train INFO: Epoch[4] Iter[460/486] Loss: 3.710, Acc: 0.487, Base Lr: 1.66e-03
2024-05-02 14:19:27 transreid.train INFO: Epoch[4] Iter[470/486] Loss: 3.659, Acc: 0.496, Base Lr: 1.66e-03
2024-05-02 14:19:29 transreid.train INFO: Epoch 4 done. Time per epoch: 264.420[s] Speed: 114.5[samples/s]
2024-05-02 14:19:35 transreid.train INFO: Epoch[5] Iter[10/486] Loss: 3.887, Acc: 0.338, Base Lr: 2.06e-03
2024-05-02 14:19:41 transreid.train INFO: Epoch[5] Iter[20/486] Loss: 3.893, Acc: 0.331, Base Lr: 2.06e-03
2024-05-02 14:19:46 transreid.train INFO: Epoch[5] Iter[30/486] Loss: 3.868, Acc: 0.351, Base Lr: 2.06e-03
2024-05-02 14:19:52 transreid.train INFO: Epoch[5] Iter[40/486] Loss: 3.760, Acc: 0.380, Base Lr: 2.06e-03
2024-05-02 14:19:57 transreid.train INFO: Epoch[5] Iter[50/486] Loss: 3.753, Acc: 0.389, Base Lr: 2.06e-03
2024-05-02 14:20:03 transreid.train INFO: Epoch[5] Iter[60/486] Loss: 3.690, Acc: 0.406, Base Lr: 2.06e-03
2024-05-02 14:20:09 transreid.train INFO: Epoch[5] Iter[70/486] Loss: 3.628, Acc: 0.424, Base Lr: 2.06e-03
2024-05-02 14:20:14 transreid.train INFO: Epoch[5] Iter[80/486] Loss: 3.604, Acc: 0.431, Base Lr: 2.06e-03
2024-05-02 14:20:20 transreid.train INFO: Epoch[5] Iter[90/486] Loss: 3.553, Acc: 0.446, Base Lr: 2.06e-03
2024-05-02 14:20:25 transreid.train INFO: Epoch[5] Iter[100/486] Loss: 3.531, Acc: 0.452, Base Lr: 2.06e-03
2024-05-02 14:20:30 transreid.train INFO: Epoch[5] Iter[110/486] Loss: 3.489, Acc: 0.463, Base Lr: 2.06e-03
2024-05-02 14:20:36 transreid.train INFO: Epoch[5] Iter[120/486] Loss: 3.453, Acc: 0.473, Base Lr: 2.06e-03
2024-05-02 14:20:42 transreid.train INFO: Epoch[5] Iter[130/486] Loss: 3.421, Acc: 0.483, Base Lr: 2.06e-03
2024-05-02 14:20:47 transreid.train INFO: Epoch[5] Iter[140/486] Loss: 3.395, Acc: 0.490, Base Lr: 2.06e-03
2024-05-02 14:20:53 transreid.train INFO: Epoch[5] Iter[150/486] Loss: 3.364, Acc: 0.498, Base Lr: 2.06e-03
2024-05-02 14:20:59 transreid.train INFO: Epoch[5] Iter[160/486] Loss: 3.342, Acc: 0.505, Base Lr: 2.06e-03
2024-05-02 14:21:04 transreid.train INFO: Epoch[5] Iter[170/486] Loss: 3.322, Acc: 0.511, Base Lr: 2.06e-03
2024-05-02 14:21:10 transreid.train INFO: Epoch[5] Iter[180/486] Loss: 3.285, Acc: 0.520, Base Lr: 2.06e-03
2024-05-02 14:21:15 transreid.train INFO: Epoch[5] Iter[190/486] Loss: 3.251, Acc: 0.528, Base Lr: 2.06e-03
2024-05-02 14:21:21 transreid.train INFO: Epoch[5] Iter[200/486] Loss: 3.233, Acc: 0.533, Base Lr: 2.06e-03
2024-05-02 14:21:27 transreid.train INFO: Epoch[5] Iter[210/486] Loss: 3.202, Acc: 0.541, Base Lr: 2.06e-03
2024-05-02 14:21:32 transreid.train INFO: Epoch[5] Iter[220/486] Loss: 3.179, Acc: 0.546, Base Lr: 2.06e-03
2024-05-02 14:21:38 transreid.train INFO: Epoch[5] Iter[230/486] Loss: 3.148, Acc: 0.554, Base Lr: 2.06e-03
2024-05-02 14:21:44 transreid.train INFO: Epoch[5] Iter[240/486] Loss: 3.115, Acc: 0.561, Base Lr: 2.06e-03
2024-05-02 14:21:49 transreid.train INFO: Epoch[5] Iter[250/486] Loss: 3.088, Acc: 0.567, Base Lr: 2.06e-03
2024-05-02 14:21:55 transreid.train INFO: Epoch[5] Iter[260/486] Loss: 3.066, Acc: 0.572, Base Lr: 2.06e-03
2024-05-02 14:22:00 transreid.train INFO: Epoch[5] Iter[270/486] Loss: 3.038, Acc: 0.578, Base Lr: 2.06e-03
2024-05-02 14:22:06 transreid.train INFO: Epoch[5] Iter[280/486] Loss: 3.008, Acc: 0.585, Base Lr: 2.06e-03
2024-05-02 14:22:11 transreid.train INFO: Epoch[5] Iter[290/486] Loss: 2.981, Acc: 0.592, Base Lr: 2.06e-03
2024-05-02 14:22:16 transreid.train INFO: Epoch[5] Iter[300/486] Loss: 2.961, Acc: 0.597, Base Lr: 2.06e-03
2024-05-02 14:22:22 transreid.train INFO: Epoch[5] Iter[310/486] Loss: 2.929, Acc: 0.603, Base Lr: 2.06e-03
2024-05-02 14:22:28 transreid.train INFO: Epoch[5] Iter[320/486] Loss: 2.900, Acc: 0.609, Base Lr: 2.06e-03
2024-05-02 14:22:33 transreid.train INFO: Epoch[5] Iter[330/486] Loss: 2.874, Acc: 0.614, Base Lr: 2.06e-03
2024-05-02 14:22:39 transreid.train INFO: Epoch[5] Iter[340/486] Loss: 2.840, Acc: 0.621, Base Lr: 2.06e-03
2024-05-02 14:22:45 transreid.train INFO: Epoch[5] Iter[350/486] Loss: 2.814, Acc: 0.626, Base Lr: 2.06e-03
2024-05-02 14:22:50 transreid.train INFO: Epoch[5] Iter[360/486] Loss: 2.787, Acc: 0.631, Base Lr: 2.06e-03
2024-05-02 14:22:56 transreid.train INFO: Epoch[5] Iter[370/486] Loss: 2.758, Acc: 0.637, Base Lr: 2.06e-03
2024-05-02 14:23:01 transreid.train INFO: Epoch[5] Iter[380/486] Loss: 2.731, Acc: 0.642, Base Lr: 2.06e-03
2024-05-02 14:23:07 transreid.train INFO: Epoch[5] Iter[390/486] Loss: 2.701, Acc: 0.648, Base Lr: 2.06e-03
2024-05-02 14:23:12 transreid.train INFO: Epoch[5] Iter[400/486] Loss: 2.676, Acc: 0.652, Base Lr: 2.06e-03
2024-05-02 14:23:18 transreid.train INFO: Epoch[5] Iter[410/486] Loss: 2.648, Acc: 0.657, Base Lr: 2.06e-03
2024-05-02 14:23:24 transreid.train INFO: Epoch[5] Iter[420/486] Loss: 2.620, Acc: 0.662, Base Lr: 2.06e-03
2024-05-02 14:23:29 transreid.train INFO: Epoch[5] Iter[430/486] Loss: 2.594, Acc: 0.667, Base Lr: 2.06e-03
2024-05-02 14:23:35 transreid.train INFO: Epoch[5] Iter[440/486] Loss: 2.565, Acc: 0.672, Base Lr: 2.06e-03
2024-05-02 14:23:40 transreid.train INFO: Epoch[5] Iter[450/486] Loss: 2.533, Acc: 0.678, Base Lr: 2.06e-03
2024-05-02 14:23:46 transreid.train INFO: Epoch[5] Iter[460/486] Loss: 2.498, Acc: 0.683, Base Lr: 2.06e-03
2024-05-02 14:23:51 transreid.train INFO: Epoch[5] Iter[470/486] Loss: 2.466, Acc: 0.689, Base Lr: 2.06e-03
2024-05-02 14:23:53 transreid.train INFO: Epoch 5 done. Time per epoch: 263.728[s] Speed: 114.8[samples/s]
2024-05-02 14:23:59 transreid.train INFO: Epoch[6] Iter[10/486] Loss: 3.016, Acc: 0.494, Base Lr: 2.46e-03
2024-05-02 14:24:04 transreid.train INFO: Epoch[6] Iter[20/486] Loss: 2.774, Acc: 0.555, Base Lr: 2.46e-03
2024-05-02 14:24:10 transreid.train INFO: Epoch[6] Iter[30/486] Loss: 2.710, Acc: 0.573, Base Lr: 2.46e-03
2024-05-02 14:24:15 transreid.train INFO: Epoch[6] Iter[40/486] Loss: 2.657, Acc: 0.588, Base Lr: 2.46e-03
2024-05-02 14:24:21 transreid.train INFO: Epoch[6] Iter[50/486] Loss: 2.635, Acc: 0.594, Base Lr: 2.46e-03
2024-05-02 14:24:27 transreid.train INFO: Epoch[6] Iter[60/486] Loss: 2.586, Acc: 0.609, Base Lr: 2.46e-03
2024-05-02 14:24:32 transreid.train INFO: Epoch[6] Iter[70/486] Loss: 2.538, Acc: 0.625, Base Lr: 2.46e-03
2024-05-02 14:24:38 transreid.train INFO: Epoch[6] Iter[80/486] Loss: 2.501, Acc: 0.633, Base Lr: 2.46e-03
2024-05-02 14:24:43 transreid.train INFO: Epoch[6] Iter[90/486] Loss: 2.470, Acc: 0.644, Base Lr: 2.46e-03
2024-05-02 14:24:49 transreid.train INFO: Epoch[6] Iter[100/486] Loss: 2.427, Acc: 0.656, Base Lr: 2.46e-03
2024-05-02 14:24:54 transreid.train INFO: Epoch[6] Iter[110/486] Loss: 2.400, Acc: 0.664, Base Lr: 2.46e-03
2024-05-02 14:25:00 transreid.train INFO: Epoch[6] Iter[120/486] Loss: 2.375, Acc: 0.672, Base Lr: 2.46e-03
2024-05-02 14:25:06 transreid.train INFO: Epoch[6] Iter[130/486] Loss: 2.350, Acc: 0.679, Base Lr: 2.46e-03
2024-05-02 14:25:11 transreid.train INFO: Epoch[6] Iter[140/486] Loss: 2.329, Acc: 0.685, Base Lr: 2.46e-03
2024-05-02 14:25:17 transreid.train INFO: Epoch[6] Iter[150/486] Loss: 2.309, Acc: 0.691, Base Lr: 2.46e-03
2024-05-02 14:25:23 transreid.train INFO: Epoch[6] Iter[160/486] Loss: 2.293, Acc: 0.696, Base Lr: 2.46e-03
2024-05-02 14:25:27 transreid.train INFO: Epoch[6] Iter[170/486] Loss: 2.269, Acc: 0.702, Base Lr: 2.46e-03
2024-05-02 14:25:33 transreid.train INFO: Epoch[6] Iter[180/486] Loss: 2.240, Acc: 0.707, Base Lr: 2.46e-03
2024-05-02 14:25:39 transreid.train INFO: Epoch[6] Iter[190/486] Loss: 2.219, Acc: 0.713, Base Lr: 2.46e-03
2024-05-02 14:25:44 transreid.train INFO: Epoch[6] Iter[200/486] Loss: 2.195, Acc: 0.720, Base Lr: 2.46e-03
2024-05-02 14:25:50 transreid.train INFO: Epoch[6] Iter[210/486] Loss: 2.171, Acc: 0.725, Base Lr: 2.46e-03
2024-05-02 14:25:55 transreid.train INFO: Epoch[6] Iter[220/486] Loss: 2.152, Acc: 0.729, Base Lr: 2.46e-03
2024-05-02 14:26:01 transreid.train INFO: Epoch[6] Iter[230/486] Loss: 2.132, Acc: 0.734, Base Lr: 2.46e-03
2024-05-02 14:26:06 transreid.train INFO: Epoch[6] Iter[240/486] Loss: 2.117, Acc: 0.737, Base Lr: 2.46e-03
2024-05-02 14:26:12 transreid.train INFO: Epoch[6] Iter[250/486] Loss: 2.102, Acc: 0.739, Base Lr: 2.46e-03
2024-05-02 14:26:18 transreid.train INFO: Epoch[6] Iter[260/486] Loss: 2.085, Acc: 0.742, Base Lr: 2.46e-03
2024-05-02 14:26:23 transreid.train INFO: Epoch[6] Iter[270/486] Loss: 2.062, Acc: 0.746, Base Lr: 2.46e-03
2024-05-02 14:26:29 transreid.train INFO: Epoch[6] Iter[280/486] Loss: 2.041, Acc: 0.750, Base Lr: 2.46e-03
2024-05-02 14:26:34 transreid.train INFO: Epoch[6] Iter[290/486] Loss: 2.026, Acc: 0.753, Base Lr: 2.46e-03
2024-05-02 14:26:40 transreid.train INFO: Epoch[6] Iter[300/486] Loss: 2.007, Acc: 0.756, Base Lr: 2.46e-03
2024-05-02 14:26:45 transreid.train INFO: Epoch[6] Iter[310/486] Loss: 1.988, Acc: 0.760, Base Lr: 2.46e-03
2024-05-02 14:26:51 transreid.train INFO: Epoch[6] Iter[320/486] Loss: 1.971, Acc: 0.763, Base Lr: 2.46e-03
2024-05-02 14:26:56 transreid.train INFO: Epoch[6] Iter[330/486] Loss: 1.952, Acc: 0.767, Base Lr: 2.46e-03
2024-05-02 14:27:02 transreid.train INFO: Epoch[6] Iter[340/486] Loss: 1.934, Acc: 0.771, Base Lr: 2.46e-03
2024-05-02 14:27:07 transreid.train INFO: Epoch[6] Iter[350/486] Loss: 1.917, Acc: 0.774, Base Lr: 2.46e-03
2024-05-02 14:27:13 transreid.train INFO: Epoch[6] Iter[360/486] Loss: 1.902, Acc: 0.777, Base Lr: 2.46e-03
2024-05-02 14:27:18 transreid.train INFO: Epoch[6] Iter[370/486] Loss: 1.889, Acc: 0.779, Base Lr: 2.46e-03
2024-05-02 14:27:24 transreid.train INFO: Epoch[6] Iter[380/486] Loss: 1.876, Acc: 0.782, Base Lr: 2.46e-03
2024-05-02 14:27:30 transreid.train INFO: Epoch[6] Iter[390/486] Loss: 1.860, Acc: 0.785, Base Lr: 2.46e-03
2024-05-02 14:27:35 transreid.train INFO: Epoch[6] Iter[400/486] Loss: 1.841, Acc: 0.788, Base Lr: 2.46e-03
2024-05-02 14:27:41 transreid.train INFO: Epoch[6] Iter[410/486] Loss: 1.825, Acc: 0.791, Base Lr: 2.46e-03
2024-05-02 14:27:46 transreid.train INFO: Epoch[6] Iter[420/486] Loss: 1.810, Acc: 0.794, Base Lr: 2.46e-03
2024-05-02 14:27:52 transreid.train INFO: Epoch[6] Iter[430/486] Loss: 1.793, Acc: 0.796, Base Lr: 2.46e-03
2024-05-02 14:27:58 transreid.train INFO: Epoch[6] Iter[440/486] Loss: 1.775, Acc: 0.799, Base Lr: 2.46e-03
2024-05-02 14:28:03 transreid.train INFO: Epoch[6] Iter[450/486] Loss: 1.759, Acc: 0.802, Base Lr: 2.46e-03
2024-05-02 14:28:09 transreid.train INFO: Epoch[6] Iter[460/486] Loss: 1.740, Acc: 0.805, Base Lr: 2.46e-03
2024-05-02 14:28:14 transreid.train INFO: Epoch[6] Iter[470/486] Loss: 1.721, Acc: 0.808, Base Lr: 2.46e-03
2024-05-02 14:28:16 transreid.train INFO: Epoch 6 done. Time per epoch: 263.565[s] Speed: 114.9[samples/s]
2024-05-02 14:28:23 transreid.train INFO: Epoch[7] Iter[10/486] Loss: 2.342, Acc: 0.620, Base Lr: 2.85e-03
2024-05-02 14:28:28 transreid.train INFO: Epoch[7] Iter[20/486] Loss: 2.082, Acc: 0.691, Base Lr: 2.85e-03
2024-05-02 14:28:34 transreid.train INFO: Epoch[7] Iter[30/486] Loss: 1.999, Acc: 0.710, Base Lr: 2.85e-03
2024-05-02 14:28:39 transreid.train INFO: Epoch[7] Iter[40/486] Loss: 1.947, Acc: 0.727, Base Lr: 2.85e-03
2024-05-02 14:28:45 transreid.train INFO: Epoch[7] Iter[50/486] Loss: 1.901, Acc: 0.739, Base Lr: 2.85e-03
2024-05-02 14:28:50 transreid.train INFO: Epoch[7] Iter[60/486] Loss: 1.857, Acc: 0.749, Base Lr: 2.85e-03
2024-05-02 14:28:56 transreid.train INFO: Epoch[7] Iter[70/486] Loss: 1.838, Acc: 0.757, Base Lr: 2.85e-03
2024-05-02 14:29:01 transreid.train INFO: Epoch[7] Iter[80/486] Loss: 1.793, Acc: 0.767, Base Lr: 2.85e-03
2024-05-02 14:29:07 transreid.train INFO: Epoch[7] Iter[90/486] Loss: 1.766, Acc: 0.773, Base Lr: 2.85e-03
2024-05-02 14:29:13 transreid.train INFO: Epoch[7] Iter[100/486] Loss: 1.741, Acc: 0.778, Base Lr: 2.85e-03
2024-05-02 14:29:18 transreid.train INFO: Epoch[7] Iter[110/486] Loss: 1.725, Acc: 0.784, Base Lr: 2.85e-03
2024-05-02 14:29:24 transreid.train INFO: Epoch[7] Iter[120/486] Loss: 1.701, Acc: 0.790, Base Lr: 2.85e-03
2024-05-02 14:29:29 transreid.train INFO: Epoch[7] Iter[130/486] Loss: 1.692, Acc: 0.793, Base Lr: 2.85e-03
2024-05-02 14:29:35 transreid.train INFO: Epoch[7] Iter[140/486] Loss: 1.666, Acc: 0.798, Base Lr: 2.85e-03
2024-05-02 14:29:41 transreid.train INFO: Epoch[7] Iter[150/486] Loss: 1.650, Acc: 0.801, Base Lr: 2.85e-03
2024-05-02 14:29:46 transreid.train INFO: Epoch[7] Iter[160/486] Loss: 1.638, Acc: 0.805, Base Lr: 2.85e-03
2024-05-02 14:29:52 transreid.train INFO: Epoch[7] Iter[170/486] Loss: 1.617, Acc: 0.810, Base Lr: 2.85e-03
2024-05-02 14:29:57 transreid.train INFO: Epoch[7] Iter[180/486] Loss: 1.604, Acc: 0.814, Base Lr: 2.85e-03
2024-05-02 14:30:03 transreid.train INFO: Epoch[7] Iter[190/486] Loss: 1.578, Acc: 0.819, Base Lr: 2.85e-03
2024-05-02 14:30:09 transreid.train INFO: Epoch[7] Iter[200/486] Loss: 1.568, Acc: 0.822, Base Lr: 2.85e-03
2024-05-02 14:30:15 transreid.train INFO: Epoch[7] Iter[210/486] Loss: 1.556, Acc: 0.825, Base Lr: 2.85e-03
2024-05-02 14:30:19 transreid.train INFO: Epoch[7] Iter[220/486] Loss: 1.543, Acc: 0.827, Base Lr: 2.85e-03
2024-05-02 14:30:24 transreid.train INFO: Epoch[7] Iter[230/486] Loss: 1.535, Acc: 0.829, Base Lr: 2.85e-03
2024-05-02 14:30:30 transreid.train INFO: Epoch[7] Iter[240/486] Loss: 1.522, Acc: 0.831, Base Lr: 2.85e-03
2024-05-02 14:30:36 transreid.train INFO: Epoch[7] Iter[250/486] Loss: 1.510, Acc: 0.834, Base Lr: 2.85e-03
2024-05-02 14:30:42 transreid.train INFO: Epoch[7] Iter[260/486] Loss: 1.493, Acc: 0.837, Base Lr: 2.85e-03
2024-05-02 14:30:47 transreid.train INFO: Epoch[7] Iter[270/486] Loss: 1.484, Acc: 0.839, Base Lr: 2.85e-03
2024-05-02 14:30:53 transreid.train INFO: Epoch[7] Iter[280/486] Loss: 1.470, Acc: 0.842, Base Lr: 2.85e-03
2024-05-02 14:30:58 transreid.train INFO: Epoch[7] Iter[290/486] Loss: 1.457, Acc: 0.844, Base Lr: 2.85e-03
2024-05-02 14:31:04 transreid.train INFO: Epoch[7] Iter[300/486] Loss: 1.447, Acc: 0.845, Base Lr: 2.85e-03
2024-05-02 14:31:10 transreid.train INFO: Epoch[7] Iter[310/486] Loss: 1.433, Acc: 0.848, Base Lr: 2.85e-03
2024-05-02 14:31:16 transreid.train INFO: Epoch[7] Iter[320/486] Loss: 1.422, Acc: 0.850, Base Lr: 2.85e-03
2024-05-02 14:31:21 transreid.train INFO: Epoch[7] Iter[330/486] Loss: 1.413, Acc: 0.852, Base Lr: 2.85e-03
2024-05-02 14:31:27 transreid.train INFO: Epoch[7] Iter[340/486] Loss: 1.405, Acc: 0.853, Base Lr: 2.85e-03
2024-05-02 14:31:32 transreid.train INFO: Epoch[7] Iter[350/486] Loss: 1.398, Acc: 0.855, Base Lr: 2.85e-03
2024-05-02 14:31:38 transreid.train INFO: Epoch[7] Iter[360/486] Loss: 1.389, Acc: 0.856, Base Lr: 2.85e-03
2024-05-02 14:31:44 transreid.train INFO: Epoch[7] Iter[370/486] Loss: 1.381, Acc: 0.858, Base Lr: 2.85e-03
2024-05-02 14:31:49 transreid.train INFO: Epoch[7] Iter[380/486] Loss: 1.369, Acc: 0.860, Base Lr: 2.85e-03
2024-05-02 14:31:52 transreid.train INFO: Epoch[7] Iter[390/486] Loss: 1.359, Acc: 0.861, Base Lr: 2.85e-03
2024-05-02 14:31:55 transreid.train INFO: Epoch[7] Iter[400/486] Loss: 1.350, Acc: 0.863, Base Lr: 2.85e-03
2024-05-02 14:31:58 transreid.train INFO: Epoch[7] Iter[410/486] Loss: 1.341, Acc: 0.864, Base Lr: 2.85e-03
2024-05-02 14:32:01 transreid.train INFO: Epoch[7] Iter[420/486] Loss: 1.331, Acc: 0.866, Base Lr: 2.85e-03
2024-05-02 14:32:04 transreid.train INFO: Epoch[7] Iter[430/486] Loss: 1.320, Acc: 0.867, Base Lr: 2.85e-03
2024-05-02 14:32:07 transreid.train INFO: Epoch[7] Iter[440/486] Loss: 1.309, Acc: 0.869, Base Lr: 2.85e-03
2024-05-02 14:32:10 transreid.train INFO: Epoch[7] Iter[450/486] Loss: 1.298, Acc: 0.871, Base Lr: 2.85e-03
2024-05-02 14:32:13 transreid.train INFO: Epoch[7] Iter[460/486] Loss: 1.286, Acc: 0.872, Base Lr: 2.85e-03
2024-05-02 14:32:17 transreid.train INFO: Epoch[7] Iter[470/486] Loss: 1.274, Acc: 0.874, Base Lr: 2.85e-03
2024-05-02 14:32:18 transreid.train INFO: Epoch 7 done. Time per epoch: 241.647[s] Speed: 125.5[samples/s]
2024-05-02 14:32:22 transreid.train INFO: Epoch[8] Iter[10/486] Loss: 1.652, Acc: 0.741, Base Lr: 3.25e-03
2024-05-02 14:32:25 transreid.train INFO: Epoch[8] Iter[20/486] Loss: 1.644, Acc: 0.755, Base Lr: 3.25e-03
2024-05-02 14:32:28 transreid.train INFO: Epoch[8] Iter[30/486] Loss: 1.572, Acc: 0.783, Base Lr: 3.25e-03
2024-05-02 14:32:31 transreid.train INFO: Epoch[8] Iter[40/486] Loss: 1.499, Acc: 0.800, Base Lr: 3.25e-03
2024-05-02 14:32:34 transreid.train INFO: Epoch[8] Iter[50/486] Loss: 1.469, Acc: 0.811, Base Lr: 3.25e-03
2024-05-02 14:32:37 transreid.train INFO: Epoch[8] Iter[60/486] Loss: 1.452, Acc: 0.817, Base Lr: 3.25e-03
2024-05-02 14:32:40 transreid.train INFO: Epoch[8] Iter[70/486] Loss: 1.419, Acc: 0.825, Base Lr: 3.25e-03
2024-05-02 14:32:43 transreid.train INFO: Epoch[8] Iter[80/486] Loss: 1.377, Acc: 0.835, Base Lr: 3.25e-03
2024-05-02 14:32:46 transreid.train INFO: Epoch[8] Iter[90/486] Loss: 1.344, Acc: 0.842, Base Lr: 3.25e-03
2024-05-02 14:32:49 transreid.train INFO: Epoch[8] Iter[100/486] Loss: 1.313, Acc: 0.848, Base Lr: 3.25e-03
2024-05-02 14:32:52 transreid.train INFO: Epoch[8] Iter[110/486] Loss: 1.305, Acc: 0.851, Base Lr: 3.25e-03
2024-05-02 14:32:55 transreid.train INFO: Epoch[8] Iter[120/486] Loss: 1.287, Acc: 0.854, Base Lr: 3.25e-03
2024-05-02 14:32:58 transreid.train INFO: Epoch[8] Iter[130/486] Loss: 1.267, Acc: 0.858, Base Lr: 3.25e-03
2024-05-02 14:33:02 transreid.train INFO: Epoch[8] Iter[140/486] Loss: 1.246, Acc: 0.862, Base Lr: 3.25e-03
2024-05-02 14:33:05 transreid.train INFO: Epoch[8] Iter[150/486] Loss: 1.223, Acc: 0.866, Base Lr: 3.25e-03
2024-05-02 14:33:08 transreid.train INFO: Epoch[8] Iter[160/486] Loss: 1.214, Acc: 0.868, Base Lr: 3.25e-03
2024-05-02 14:33:11 transreid.train INFO: Epoch[8] Iter[170/486] Loss: 1.206, Acc: 0.870, Base Lr: 3.25e-03
2024-05-02 14:33:14 transreid.train INFO: Epoch[8] Iter[180/486] Loss: 1.197, Acc: 0.872, Base Lr: 3.25e-03
2024-05-02 14:33:17 transreid.train INFO: Epoch[8] Iter[190/486] Loss: 1.190, Acc: 0.873, Base Lr: 3.25e-03
2024-05-02 14:33:20 transreid.train INFO: Epoch[8] Iter[200/486] Loss: 1.188, Acc: 0.874, Base Lr: 3.25e-03
2024-05-02 14:33:23 transreid.train INFO: Epoch[8] Iter[210/486] Loss: 1.186, Acc: 0.874, Base Lr: 3.25e-03
2024-05-02 14:33:26 transreid.train INFO: Epoch[8] Iter[220/486] Loss: 1.179, Acc: 0.876, Base Lr: 3.25e-03
2024-05-02 14:33:29 transreid.train INFO: Epoch[8] Iter[230/486] Loss: 1.170, Acc: 0.878, Base Lr: 3.25e-03
2024-05-02 14:33:32 transreid.train INFO: Epoch[8] Iter[240/486] Loss: 1.160, Acc: 0.880, Base Lr: 3.25e-03
2024-05-02 14:33:35 transreid.train INFO: Epoch[8] Iter[250/486] Loss: 1.153, Acc: 0.881, Base Lr: 3.25e-03
2024-05-02 14:33:38 transreid.train INFO: Epoch[8] Iter[260/486] Loss: 1.148, Acc: 0.882, Base Lr: 3.25e-03
2024-05-02 14:33:41 transreid.train INFO: Epoch[8] Iter[270/486] Loss: 1.142, Acc: 0.883, Base Lr: 3.25e-03
2024-05-02 14:33:45 transreid.train INFO: Epoch[8] Iter[280/486] Loss: 1.134, Acc: 0.885, Base Lr: 3.25e-03
2024-05-02 14:33:48 transreid.train INFO: Epoch[8] Iter[290/486] Loss: 1.126, Acc: 0.886, Base Lr: 3.25e-03
2024-05-02 14:33:51 transreid.train INFO: Epoch[8] Iter[300/486] Loss: 1.118, Acc: 0.887, Base Lr: 3.25e-03
2024-05-02 14:33:54 transreid.train INFO: Epoch[8] Iter[310/486] Loss: 1.113, Acc: 0.888, Base Lr: 3.25e-03
2024-05-02 14:33:58 transreid.train INFO: Epoch[8] Iter[320/486] Loss: 1.107, Acc: 0.889, Base Lr: 3.25e-03
2024-05-02 14:34:04 transreid.train INFO: Epoch[8] Iter[330/486] Loss: 1.104, Acc: 0.890, Base Lr: 3.25e-03
2024-05-02 14:34:09 transreid.train INFO: Epoch[8] Iter[340/486] Loss: 1.101, Acc: 0.891, Base Lr: 3.25e-03
2024-05-02 14:34:15 transreid.train INFO: Epoch[8] Iter[350/486] Loss: 1.095, Acc: 0.892, Base Lr: 3.25e-03
2024-05-02 14:34:21 transreid.train INFO: Epoch[8] Iter[360/486] Loss: 1.091, Acc: 0.892, Base Lr: 3.25e-03
2024-05-02 14:34:26 transreid.train INFO: Epoch[8] Iter[370/486] Loss: 1.085, Acc: 0.894, Base Lr: 3.25e-03
2024-05-02 14:34:32 transreid.train INFO: Epoch[8] Iter[380/486] Loss: 1.081, Acc: 0.895, Base Lr: 3.25e-03
2024-05-02 14:34:37 transreid.train INFO: Epoch[8] Iter[390/486] Loss: 1.073, Acc: 0.896, Base Lr: 3.25e-03
2024-05-02 14:34:43 transreid.train INFO: Epoch[8] Iter[400/486] Loss: 1.069, Acc: 0.897, Base Lr: 3.25e-03
2024-05-02 14:34:49 transreid.train INFO: Epoch[8] Iter[410/486] Loss: 1.062, Acc: 0.897, Base Lr: 3.25e-03
2024-05-02 14:34:54 transreid.train INFO: Epoch[8] Iter[420/486] Loss: 1.052, Acc: 0.899, Base Lr: 3.25e-03
2024-05-02 14:35:00 transreid.train INFO: Epoch[8] Iter[430/486] Loss: 1.046, Acc: 0.900, Base Lr: 3.25e-03
2024-05-02 14:35:05 transreid.train INFO: Epoch[8] Iter[440/486] Loss: 1.038, Acc: 0.901, Base Lr: 3.25e-03
2024-05-02 14:35:11 transreid.train INFO: Epoch[8] Iter[450/486] Loss: 1.032, Acc: 0.902, Base Lr: 3.25e-03
2024-05-02 14:35:16 transreid.train INFO: Epoch[8] Iter[460/486] Loss: 1.023, Acc: 0.903, Base Lr: 3.25e-03
2024-05-02 14:35:22 transreid.train INFO: Epoch[8] Iter[470/486] Loss: 1.013, Acc: 0.905, Base Lr: 3.25e-03
2024-05-02 14:35:24 transreid.train INFO: Epoch 8 done. Time per epoch: 185.966[s] Speed: 162.8[samples/s]
2024-05-02 14:35:30 transreid.train INFO: Epoch[9] Iter[10/486] Loss: 1.331, Acc: 0.800, Base Lr: 3.64e-03
2024-05-02 14:35:34 transreid.train INFO: Epoch[9] Iter[20/486] Loss: 1.280, Acc: 0.817, Base Lr: 3.64e-03
2024-05-02 14:35:40 transreid.train INFO: Epoch[9] Iter[30/486] Loss: 1.175, Acc: 0.849, Base Lr: 3.64e-03
2024-05-02 14:35:45 transreid.train INFO: Epoch[9] Iter[40/486] Loss: 1.102, Acc: 0.865, Base Lr: 3.64e-03
2024-05-02 14:35:51 transreid.train INFO: Epoch[9] Iter[50/486] Loss: 1.094, Acc: 0.873, Base Lr: 3.64e-03
2024-05-02 14:35:56 transreid.train INFO: Epoch[9] Iter[60/486] Loss: 1.073, Acc: 0.879, Base Lr: 3.64e-03
2024-05-02 14:36:02 transreid.train INFO: Epoch[9] Iter[70/486] Loss: 1.077, Acc: 0.883, Base Lr: 3.64e-03
2024-05-02 14:36:07 transreid.train INFO: Epoch[9] Iter[80/486] Loss: 1.053, Acc: 0.888, Base Lr: 3.64e-03
2024-05-02 14:36:13 transreid.train INFO: Epoch[9] Iter[90/486] Loss: 1.042, Acc: 0.893, Base Lr: 3.64e-03
2024-05-02 14:36:18 transreid.train INFO: Epoch[9] Iter[100/486] Loss: 1.028, Acc: 0.897, Base Lr: 3.64e-03
2024-05-02 14:36:24 transreid.train INFO: Epoch[9] Iter[110/486] Loss: 1.011, Acc: 0.898, Base Lr: 3.64e-03
2024-05-02 14:36:30 transreid.train INFO: Epoch[9] Iter[120/486] Loss: 1.008, Acc: 0.899, Base Lr: 3.64e-03
2024-05-02 14:36:35 transreid.train INFO: Epoch[9] Iter[130/486] Loss: 1.001, Acc: 0.900, Base Lr: 3.64e-03
2024-05-02 14:36:41 transreid.train INFO: Epoch[9] Iter[140/486] Loss: 0.993, Acc: 0.903, Base Lr: 3.64e-03
2024-05-02 14:36:46 transreid.train INFO: Epoch[9] Iter[150/486] Loss: 0.977, Acc: 0.906, Base Lr: 3.64e-03
2024-05-02 14:36:52 transreid.train INFO: Epoch[9] Iter[160/486] Loss: 0.967, Acc: 0.907, Base Lr: 3.64e-03
2024-05-02 14:36:57 transreid.train INFO: Epoch[9] Iter[170/486] Loss: 0.966, Acc: 0.907, Base Lr: 3.64e-03
2024-05-02 14:37:03 transreid.train INFO: Epoch[9] Iter[180/486] Loss: 0.961, Acc: 0.909, Base Lr: 3.64e-03
2024-05-02 14:37:09 transreid.train INFO: Epoch[9] Iter[190/486] Loss: 0.955, Acc: 0.910, Base Lr: 3.64e-03
2024-05-02 14:37:13 transreid.train INFO: Epoch[9] Iter[200/486] Loss: 0.952, Acc: 0.910, Base Lr: 3.64e-03
2024-05-02 14:37:18 transreid.train INFO: Epoch[9] Iter[210/486] Loss: 0.948, Acc: 0.911, Base Lr: 3.64e-03
2024-05-02 14:37:24 transreid.train INFO: Epoch[9] Iter[220/486] Loss: 0.944, Acc: 0.912, Base Lr: 3.64e-03
2024-05-02 14:37:30 transreid.train INFO: Epoch[9] Iter[230/486] Loss: 0.946, Acc: 0.912, Base Lr: 3.64e-03
2024-05-02 14:37:35 transreid.train INFO: Epoch[9] Iter[240/486] Loss: 0.939, Acc: 0.913, Base Lr: 3.64e-03
2024-05-02 14:37:41 transreid.train INFO: Epoch[9] Iter[250/486] Loss: 0.931, Acc: 0.914, Base Lr: 3.64e-03
2024-05-02 14:37:46 transreid.train INFO: Epoch[9] Iter[260/486] Loss: 0.926, Acc: 0.915, Base Lr: 3.64e-03
2024-05-02 14:37:52 transreid.train INFO: Epoch[9] Iter[270/486] Loss: 0.921, Acc: 0.916, Base Lr: 3.64e-03
2024-05-02 14:37:58 transreid.train INFO: Epoch[9] Iter[280/486] Loss: 0.918, Acc: 0.916, Base Lr: 3.64e-03
2024-05-02 14:38:03 transreid.train INFO: Epoch[9] Iter[290/486] Loss: 0.915, Acc: 0.917, Base Lr: 3.64e-03
2024-05-02 14:38:09 transreid.train INFO: Epoch[9] Iter[300/486] Loss: 0.911, Acc: 0.917, Base Lr: 3.64e-03
2024-05-02 14:38:14 transreid.train INFO: Epoch[9] Iter[310/486] Loss: 0.906, Acc: 0.918, Base Lr: 3.64e-03
2024-05-02 14:38:20 transreid.train INFO: Epoch[9] Iter[320/486] Loss: 0.907, Acc: 0.918, Base Lr: 3.64e-03
2024-05-02 14:38:25 transreid.train INFO: Epoch[9] Iter[330/486] Loss: 0.903, Acc: 0.919, Base Lr: 3.64e-03
2024-05-02 14:38:31 transreid.train INFO: Epoch[9] Iter[340/486] Loss: 0.900, Acc: 0.919, Base Lr: 3.64e-03
2024-05-02 14:38:37 transreid.train INFO: Epoch[9] Iter[350/486] Loss: 0.899, Acc: 0.919, Base Lr: 3.64e-03
2024-05-02 14:38:42 transreid.train INFO: Epoch[9] Iter[360/486] Loss: 0.894, Acc: 0.920, Base Lr: 3.64e-03
2024-05-02 14:38:48 transreid.train INFO: Epoch[9] Iter[370/486] Loss: 0.889, Acc: 0.921, Base Lr: 3.64e-03
2024-05-02 14:38:52 transreid.train INFO: Epoch[9] Iter[380/486] Loss: 0.886, Acc: 0.922, Base Lr: 3.64e-03
2024-05-02 14:38:57 transreid.train INFO: Epoch[9] Iter[390/486] Loss: 0.882, Acc: 0.922, Base Lr: 3.64e-03
2024-05-02 14:39:03 transreid.train INFO: Epoch[9] Iter[400/486] Loss: 0.878, Acc: 0.922, Base Lr: 3.64e-03
2024-05-02 14:39:09 transreid.train INFO: Epoch[9] Iter[410/486] Loss: 0.875, Acc: 0.923, Base Lr: 3.64e-03
2024-05-02 14:39:14 transreid.train INFO: Epoch[9] Iter[420/486] Loss: 0.872, Acc: 0.924, Base Lr: 3.64e-03
2024-05-02 14:39:20 transreid.train INFO: Epoch[9] Iter[430/486] Loss: 0.870, Acc: 0.924, Base Lr: 3.64e-03
2024-05-02 14:39:25 transreid.train INFO: Epoch[9] Iter[440/486] Loss: 0.866, Acc: 0.924, Base Lr: 3.64e-03
2024-05-02 14:39:31 transreid.train INFO: Epoch[9] Iter[450/486] Loss: 0.861, Acc: 0.925, Base Lr: 3.64e-03
2024-05-02 14:39:37 transreid.train INFO: Epoch[9] Iter[460/486] Loss: 0.853, Acc: 0.926, Base Lr: 3.64e-03
2024-05-02 14:39:42 transreid.train INFO: Epoch[9] Iter[470/486] Loss: 0.847, Acc: 0.927, Base Lr: 3.64e-03
2024-05-02 14:39:44 transreid.train INFO: Epoch 9 done. Time per epoch: 260.683[s] Speed: 116.4[samples/s]
2024-05-02 14:39:51 transreid.train INFO: Epoch[10] Iter[10/486] Loss: 1.281, Acc: 0.791, Base Lr: 4.04e-03
2024-05-02 14:39:56 transreid.train INFO: Epoch[10] Iter[20/486] Loss: 1.188, Acc: 0.830, Base Lr: 4.04e-03
2024-05-02 14:40:02 transreid.train INFO: Epoch[10] Iter[30/486] Loss: 1.081, Acc: 0.859, Base Lr: 4.04e-03
2024-05-02 14:40:07 transreid.train INFO: Epoch[10] Iter[40/486] Loss: 1.033, Acc: 0.876, Base Lr: 4.04e-03
2024-05-02 14:40:13 transreid.train INFO: Epoch[10] Iter[50/486] Loss: 1.012, Acc: 0.887, Base Lr: 4.04e-03
2024-05-02 14:40:18 transreid.train INFO: Epoch[10] Iter[60/486] Loss: 0.970, Acc: 0.894, Base Lr: 4.04e-03
2024-05-02 14:40:24 transreid.train INFO: Epoch[10] Iter[70/486] Loss: 0.947, Acc: 0.898, Base Lr: 4.04e-03
2024-05-02 14:40:29 transreid.train INFO: Epoch[10] Iter[80/486] Loss: 0.935, Acc: 0.901, Base Lr: 4.04e-03
2024-05-02 14:40:33 transreid.train INFO: Epoch[10] Iter[90/486] Loss: 0.918, Acc: 0.904, Base Lr: 4.04e-03
2024-05-02 14:40:39 transreid.train INFO: Epoch[10] Iter[100/486] Loss: 0.896, Acc: 0.909, Base Lr: 4.04e-03
2024-05-02 14:40:45 transreid.train INFO: Epoch[10] Iter[110/486] Loss: 0.882, Acc: 0.912, Base Lr: 4.04e-03
2024-05-02 14:40:50 transreid.train INFO: Epoch[10] Iter[120/486] Loss: 0.866, Acc: 0.916, Base Lr: 4.04e-03
2024-05-02 14:40:56 transreid.train INFO: Epoch[10] Iter[130/486] Loss: 0.859, Acc: 0.918, Base Lr: 4.04e-03
2024-05-02 14:41:02 transreid.train INFO: Epoch[10] Iter[140/486] Loss: 0.848, Acc: 0.920, Base Lr: 4.04e-03
2024-05-02 14:41:07 transreid.train INFO: Epoch[10] Iter[150/486] Loss: 0.840, Acc: 0.921, Base Lr: 4.04e-03
2024-05-02 14:41:13 transreid.train INFO: Epoch[10] Iter[160/486] Loss: 0.832, Acc: 0.922, Base Lr: 4.04e-03
2024-05-02 14:41:18 transreid.train INFO: Epoch[10] Iter[170/486] Loss: 0.824, Acc: 0.923, Base Lr: 4.04e-03
2024-05-02 14:41:24 transreid.train INFO: Epoch[10] Iter[180/486] Loss: 0.827, Acc: 0.923, Base Lr: 4.04e-03
2024-05-02 14:41:30 transreid.train INFO: Epoch[10] Iter[190/486] Loss: 0.820, Acc: 0.924, Base Lr: 4.04e-03
2024-05-02 14:41:35 transreid.train INFO: Epoch[10] Iter[200/486] Loss: 0.819, Acc: 0.924, Base Lr: 4.04e-03
2024-05-02 14:41:41 transreid.train INFO: Epoch[10] Iter[210/486] Loss: 0.823, Acc: 0.924, Base Lr: 4.04e-03
2024-05-02 14:41:46 transreid.train INFO: Epoch[10] Iter[220/486] Loss: 0.824, Acc: 0.925, Base Lr: 4.04e-03
2024-05-02 14:41:52 transreid.train INFO: Epoch[10] Iter[230/486] Loss: 0.823, Acc: 0.925, Base Lr: 4.04e-03
2024-05-02 14:41:57 transreid.train INFO: Epoch[10] Iter[240/486] Loss: 0.822, Acc: 0.925, Base Lr: 4.04e-03
2024-05-02 14:42:03 transreid.train INFO: Epoch[10] Iter[250/486] Loss: 0.818, Acc: 0.926, Base Lr: 4.04e-03
2024-05-02 14:42:08 transreid.train INFO: Epoch[10] Iter[260/486] Loss: 0.817, Acc: 0.927, Base Lr: 4.04e-03
2024-05-02 14:42:12 transreid.train INFO: Epoch[10] Iter[270/486] Loss: 0.815, Acc: 0.928, Base Lr: 4.04e-03
2024-05-02 14:42:18 transreid.train INFO: Epoch[10] Iter[280/486] Loss: 0.812, Acc: 0.929, Base Lr: 4.04e-03
2024-05-02 14:42:23 transreid.train INFO: Epoch[10] Iter[290/486] Loss: 0.811, Acc: 0.929, Base Lr: 4.04e-03
2024-05-02 14:42:29 transreid.train INFO: Epoch[10] Iter[300/486] Loss: 0.808, Acc: 0.930, Base Lr: 4.04e-03
2024-05-02 14:42:35 transreid.train INFO: Epoch[10] Iter[310/486] Loss: 0.805, Acc: 0.930, Base Lr: 4.04e-03
2024-05-02 14:42:40 transreid.train INFO: Epoch[10] Iter[320/486] Loss: 0.803, Acc: 0.931, Base Lr: 4.04e-03
2024-05-02 14:42:46 transreid.train INFO: Epoch[10] Iter[330/486] Loss: 0.798, Acc: 0.931, Base Lr: 4.04e-03
2024-05-02 14:42:51 transreid.train INFO: Epoch[10] Iter[340/486] Loss: 0.796, Acc: 0.931, Base Lr: 4.04e-03
2024-05-02 14:42:57 transreid.train INFO: Epoch[10] Iter[350/486] Loss: 0.792, Acc: 0.932, Base Lr: 4.04e-03
2024-05-02 14:43:03 transreid.train INFO: Epoch[10] Iter[360/486] Loss: 0.789, Acc: 0.932, Base Lr: 4.04e-03
2024-05-02 14:43:08 transreid.train INFO: Epoch[10] Iter[370/486] Loss: 0.786, Acc: 0.932, Base Lr: 4.04e-03
2024-05-02 14:43:14 transreid.train INFO: Epoch[10] Iter[380/486] Loss: 0.780, Acc: 0.933, Base Lr: 4.04e-03
2024-05-02 14:43:19 transreid.train INFO: Epoch[10] Iter[390/486] Loss: 0.777, Acc: 0.934, Base Lr: 4.04e-03
2024-05-02 14:43:25 transreid.train INFO: Epoch[10] Iter[400/486] Loss: 0.772, Acc: 0.934, Base Lr: 4.04e-03
2024-05-02 14:43:31 transreid.train INFO: Epoch[10] Iter[410/486] Loss: 0.769, Acc: 0.935, Base Lr: 4.04e-03
2024-05-02 14:43:36 transreid.train INFO: Epoch[10] Iter[420/486] Loss: 0.766, Acc: 0.935, Base Lr: 4.04e-03
2024-05-02 14:43:42 transreid.train INFO: Epoch[10] Iter[430/486] Loss: 0.763, Acc: 0.936, Base Lr: 4.04e-03
2024-05-02 14:43:47 transreid.train INFO: Epoch[10] Iter[440/486] Loss: 0.759, Acc: 0.936, Base Lr: 4.04e-03
2024-05-02 14:43:51 transreid.train INFO: Epoch[10] Iter[450/486] Loss: 0.755, Acc: 0.937, Base Lr: 4.04e-03
2024-05-02 14:43:57 transreid.train INFO: Epoch[10] Iter[460/486] Loss: 0.750, Acc: 0.938, Base Lr: 4.04e-03
2024-05-02 14:44:02 transreid.train INFO: Epoch[10] Iter[470/486] Loss: 0.745, Acc: 0.939, Base Lr: 4.04e-03
2024-05-02 14:44:05 transreid.train INFO: Epoch 10 done. Time per epoch: 260.410[s] Speed: 116.7[samples/s]
2024-05-02 14:44:11 transreid.train INFO: Epoch[11] Iter[10/486] Loss: 1.062, Acc: 0.841, Base Lr: 4.44e-03
2024-05-02 14:44:17 transreid.train INFO: Epoch[11] Iter[20/486] Loss: 0.954, Acc: 0.868, Base Lr: 4.44e-03
2024-05-02 14:44:22 transreid.train INFO: Epoch[11] Iter[30/486] Loss: 0.887, Acc: 0.892, Base Lr: 4.44e-03
2024-05-02 14:44:28 transreid.train INFO: Epoch[11] Iter[40/486] Loss: 0.865, Acc: 0.900, Base Lr: 4.44e-03
2024-05-02 14:44:33 transreid.train INFO: Epoch[11] Iter[50/486] Loss: 0.835, Acc: 0.906, Base Lr: 4.44e-03
2024-05-02 14:44:39 transreid.train INFO: Epoch[11] Iter[60/486] Loss: 0.831, Acc: 0.907, Base Lr: 4.44e-03
2024-05-02 14:44:44 transreid.train INFO: Epoch[11] Iter[70/486] Loss: 0.818, Acc: 0.912, Base Lr: 4.44e-03
2024-05-02 14:44:50 transreid.train INFO: Epoch[11] Iter[80/486] Loss: 0.800, Acc: 0.915, Base Lr: 4.44e-03
2024-05-02 14:44:56 transreid.train INFO: Epoch[11] Iter[90/486] Loss: 0.796, Acc: 0.919, Base Lr: 4.44e-03
2024-05-02 14:45:01 transreid.train INFO: Epoch[11] Iter[100/486] Loss: 0.792, Acc: 0.920, Base Lr: 4.44e-03
2024-05-02 14:45:07 transreid.train INFO: Epoch[11] Iter[110/486] Loss: 0.788, Acc: 0.920, Base Lr: 4.44e-03
2024-05-02 14:45:12 transreid.train INFO: Epoch[11] Iter[120/486] Loss: 0.786, Acc: 0.921, Base Lr: 4.44e-03
2024-05-02 14:45:18 transreid.train INFO: Epoch[11] Iter[130/486] Loss: 0.778, Acc: 0.924, Base Lr: 4.44e-03
2024-05-02 14:45:24 transreid.train INFO: Epoch[11] Iter[140/486] Loss: 0.773, Acc: 0.925, Base Lr: 4.44e-03
2024-05-02 14:45:27 transreid.train INFO: Epoch[11] Iter[150/486] Loss: 0.773, Acc: 0.926, Base Lr: 4.44e-03
2024-05-02 14:45:33 transreid.train INFO: Epoch[11] Iter[160/486] Loss: 0.774, Acc: 0.926, Base Lr: 4.44e-03
2024-05-02 14:45:38 transreid.train INFO: Epoch[11] Iter[170/486] Loss: 0.763, Acc: 0.927, Base Lr: 4.44e-03
2024-05-02 14:45:44 transreid.train INFO: Epoch[11] Iter[180/486] Loss: 0.765, Acc: 0.927, Base Lr: 4.44e-03
2024-05-02 14:45:50 transreid.train INFO: Epoch[11] Iter[190/486] Loss: 0.759, Acc: 0.928, Base Lr: 4.44e-03
2024-05-02 14:45:55 transreid.train INFO: Epoch[11] Iter[200/486] Loss: 0.752, Acc: 0.929, Base Lr: 4.44e-03
2024-05-02 14:46:01 transreid.train INFO: Epoch[11] Iter[210/486] Loss: 0.747, Acc: 0.931, Base Lr: 4.44e-03
2024-05-02 14:46:06 transreid.train INFO: Epoch[11] Iter[220/486] Loss: 0.739, Acc: 0.931, Base Lr: 4.44e-03
2024-05-02 14:46:12 transreid.train INFO: Epoch[11] Iter[230/486] Loss: 0.734, Acc: 0.932, Base Lr: 4.44e-03
2024-05-02 14:46:17 transreid.train INFO: Epoch[11] Iter[240/486] Loss: 0.735, Acc: 0.932, Base Lr: 4.44e-03
2024-05-02 14:46:23 transreid.train INFO: Epoch[11] Iter[250/486] Loss: 0.735, Acc: 0.933, Base Lr: 4.44e-03
2024-05-02 14:46:28 transreid.train INFO: Epoch[11] Iter[260/486] Loss: 0.732, Acc: 0.933, Base Lr: 4.44e-03
2024-05-02 14:46:34 transreid.train INFO: Epoch[11] Iter[270/486] Loss: 0.727, Acc: 0.935, Base Lr: 4.44e-03
2024-05-02 14:46:40 transreid.train INFO: Epoch[11] Iter[280/486] Loss: 0.726, Acc: 0.935, Base Lr: 4.44e-03
2024-05-02 14:46:45 transreid.train INFO: Epoch[11] Iter[290/486] Loss: 0.727, Acc: 0.935, Base Lr: 4.44e-03
2024-05-02 14:46:51 transreid.train INFO: Epoch[11] Iter[300/486] Loss: 0.721, Acc: 0.935, Base Lr: 4.44e-03
2024-05-02 14:46:56 transreid.train INFO: Epoch[11] Iter[310/486] Loss: 0.718, Acc: 0.936, Base Lr: 4.44e-03
2024-05-02 14:47:02 transreid.train INFO: Epoch[11] Iter[320/486] Loss: 0.711, Acc: 0.937, Base Lr: 4.44e-03
2024-05-02 14:47:06 transreid.train INFO: Epoch[11] Iter[330/486] Loss: 0.707, Acc: 0.937, Base Lr: 4.44e-03
2024-05-02 14:47:11 transreid.train INFO: Epoch[11] Iter[340/486] Loss: 0.706, Acc: 0.938, Base Lr: 4.44e-03
2024-05-02 14:47:17 transreid.train INFO: Epoch[11] Iter[350/486] Loss: 0.706, Acc: 0.938, Base Lr: 4.44e-03
2024-05-02 14:47:22 transreid.train INFO: Epoch[11] Iter[360/486] Loss: 0.704, Acc: 0.938, Base Lr: 4.44e-03
2024-05-02 14:47:28 transreid.train INFO: Epoch[11] Iter[370/486] Loss: 0.701, Acc: 0.939, Base Lr: 4.44e-03
2024-05-02 14:47:33 transreid.train INFO: Epoch[11] Iter[380/486] Loss: 0.698, Acc: 0.939, Base Lr: 4.44e-03
2024-05-02 14:47:39 transreid.train INFO: Epoch[11] Iter[390/486] Loss: 0.695, Acc: 0.940, Base Lr: 4.44e-03
2024-05-02 14:47:45 transreid.train INFO: Epoch[11] Iter[400/486] Loss: 0.693, Acc: 0.940, Base Lr: 4.44e-03
2024-05-02 14:47:50 transreid.train INFO: Epoch[11] Iter[410/486] Loss: 0.694, Acc: 0.940, Base Lr: 4.44e-03
2024-05-02 14:47:55 transreid.train INFO: Epoch[11] Iter[420/486] Loss: 0.692, Acc: 0.941, Base Lr: 4.44e-03
2024-05-02 14:48:01 transreid.train INFO: Epoch[11] Iter[430/486] Loss: 0.690, Acc: 0.941, Base Lr: 4.44e-03
2024-05-02 14:48:07 transreid.train INFO: Epoch[11] Iter[440/486] Loss: 0.687, Acc: 0.942, Base Lr: 4.44e-03
2024-05-02 14:48:12 transreid.train INFO: Epoch[11] Iter[450/486] Loss: 0.684, Acc: 0.942, Base Lr: 4.44e-03
2024-05-02 14:48:18 transreid.train INFO: Epoch[11] Iter[460/486] Loss: 0.678, Acc: 0.943, Base Lr: 4.44e-03
2024-05-02 14:48:23 transreid.train INFO: Epoch[11] Iter[470/486] Loss: 0.676, Acc: 0.943, Base Lr: 4.44e-03
2024-05-02 14:48:24 transreid.train INFO: Epoch 11 done. Time per epoch: 259.551[s] Speed: 116.4[samples/s]
2024-05-02 14:48:31 transreid.train INFO: Epoch[12] Iter[10/486] Loss: 0.919, Acc: 0.875, Base Lr: 4.83e-03
2024-05-02 14:48:36 transreid.train INFO: Epoch[12] Iter[20/486] Loss: 0.826, Acc: 0.902, Base Lr: 4.83e-03
2024-05-02 14:48:42 transreid.train INFO: Epoch[12] Iter[30/486] Loss: 0.833, Acc: 0.904, Base Lr: 4.83e-03
2024-05-02 14:48:46 transreid.train INFO: Epoch[12] Iter[40/486] Loss: 0.819, Acc: 0.911, Base Lr: 4.83e-03
2024-05-02 14:48:51 transreid.train INFO: Epoch[12] Iter[50/486] Loss: 0.788, Acc: 0.917, Base Lr: 4.83e-03
2024-05-02 14:48:57 transreid.train INFO: Epoch[12] Iter[60/486] Loss: 0.763, Acc: 0.923, Base Lr: 4.83e-03
2024-05-02 14:49:03 transreid.train INFO: Epoch[12] Iter[70/486] Loss: 0.748, Acc: 0.927, Base Lr: 4.83e-03
2024-05-02 14:49:08 transreid.train INFO: Epoch[12] Iter[80/486] Loss: 0.747, Acc: 0.928, Base Lr: 4.83e-03
2024-05-02 14:49:14 transreid.train INFO: Epoch[12] Iter[90/486] Loss: 0.735, Acc: 0.929, Base Lr: 4.83e-03
2024-05-02 14:49:19 transreid.train INFO: Epoch[12] Iter[100/486] Loss: 0.722, Acc: 0.931, Base Lr: 4.83e-03
2024-05-02 14:49:25 transreid.train INFO: Epoch[12] Iter[110/486] Loss: 0.718, Acc: 0.933, Base Lr: 4.83e-03
2024-05-02 14:49:30 transreid.train INFO: Epoch[12] Iter[120/486] Loss: 0.705, Acc: 0.934, Base Lr: 4.83e-03
2024-05-02 14:49:36 transreid.train INFO: Epoch[12] Iter[130/486] Loss: 0.694, Acc: 0.935, Base Lr: 4.83e-03
2024-05-02 14:49:41 transreid.train INFO: Epoch[12] Iter[140/486] Loss: 0.682, Acc: 0.937, Base Lr: 4.83e-03
2024-05-02 14:49:47 transreid.train INFO: Epoch[12] Iter[150/486] Loss: 0.675, Acc: 0.938, Base Lr: 4.83e-03
2024-05-02 14:49:52 transreid.train INFO: Epoch[12] Iter[160/486] Loss: 0.665, Acc: 0.940, Base Lr: 4.83e-03
2024-05-02 14:49:58 transreid.train INFO: Epoch[12] Iter[170/486] Loss: 0.661, Acc: 0.940, Base Lr: 4.83e-03
2024-05-02 14:50:03 transreid.train INFO: Epoch[12] Iter[180/486] Loss: 0.656, Acc: 0.941, Base Lr: 4.83e-03
2024-05-02 14:50:09 transreid.train INFO: Epoch[12] Iter[190/486] Loss: 0.654, Acc: 0.941, Base Lr: 4.83e-03
2024-05-02 14:50:14 transreid.train INFO: Epoch[12] Iter[200/486] Loss: 0.650, Acc: 0.942, Base Lr: 4.83e-03
2024-05-02 14:50:20 transreid.train INFO: Epoch[12] Iter[210/486] Loss: 0.643, Acc: 0.943, Base Lr: 4.83e-03
2024-05-02 14:50:24 transreid.train INFO: Epoch[12] Iter[220/486] Loss: 0.642, Acc: 0.943, Base Lr: 4.83e-03
2024-05-02 14:50:29 transreid.train INFO: Epoch[12] Iter[230/486] Loss: 0.640, Acc: 0.944, Base Lr: 4.83e-03
2024-05-02 14:50:35 transreid.train INFO: Epoch[12] Iter[240/486] Loss: 0.637, Acc: 0.944, Base Lr: 4.83e-03
2024-05-02 14:50:40 transreid.train INFO: Epoch[12] Iter[250/486] Loss: 0.638, Acc: 0.945, Base Lr: 4.83e-03
2024-05-02 14:50:46 transreid.train INFO: Epoch[12] Iter[260/486] Loss: 0.637, Acc: 0.945, Base Lr: 4.83e-03
2024-05-02 14:50:51 transreid.train INFO: Epoch[12] Iter[270/486] Loss: 0.636, Acc: 0.945, Base Lr: 4.83e-03
2024-05-02 14:50:57 transreid.train INFO: Epoch[12] Iter[280/486] Loss: 0.633, Acc: 0.945, Base Lr: 4.83e-03
2024-05-02 14:51:02 transreid.train INFO: Epoch[12] Iter[290/486] Loss: 0.630, Acc: 0.945, Base Lr: 4.83e-03
2024-05-02 14:51:08 transreid.train INFO: Epoch[12] Iter[300/486] Loss: 0.626, Acc: 0.946, Base Lr: 4.83e-03
2024-05-02 14:51:13 transreid.train INFO: Epoch[12] Iter[310/486] Loss: 0.621, Acc: 0.947, Base Lr: 4.83e-03
2024-05-02 14:51:19 transreid.train INFO: Epoch[12] Iter[320/486] Loss: 0.618, Acc: 0.947, Base Lr: 4.83e-03
2024-05-02 14:51:25 transreid.train INFO: Epoch[12] Iter[330/486] Loss: 0.619, Acc: 0.947, Base Lr: 4.83e-03
2024-05-02 14:51:30 transreid.train INFO: Epoch[12] Iter[340/486] Loss: 0.617, Acc: 0.948, Base Lr: 4.83e-03
2024-05-02 14:51:36 transreid.train INFO: Epoch[12] Iter[350/486] Loss: 0.615, Acc: 0.948, Base Lr: 4.83e-03
2024-05-02 14:51:41 transreid.train INFO: Epoch[12] Iter[360/486] Loss: 0.614, Acc: 0.948, Base Lr: 4.83e-03
2024-05-02 14:51:47 transreid.train INFO: Epoch[12] Iter[370/486] Loss: 0.612, Acc: 0.949, Base Lr: 4.83e-03
2024-05-02 14:51:52 transreid.train INFO: Epoch[12] Iter[380/486] Loss: 0.611, Acc: 0.949, Base Lr: 4.83e-03
2024-05-02 14:51:58 transreid.train INFO: Epoch[12] Iter[390/486] Loss: 0.610, Acc: 0.949, Base Lr: 4.83e-03
2024-05-02 14:52:02 transreid.train INFO: Epoch[12] Iter[400/486] Loss: 0.608, Acc: 0.949, Base Lr: 4.83e-03
2024-05-02 14:52:07 transreid.train INFO: Epoch[12] Iter[410/486] Loss: 0.609, Acc: 0.950, Base Lr: 4.83e-03
2024-05-02 14:52:13 transreid.train INFO: Epoch[12] Iter[420/486] Loss: 0.609, Acc: 0.950, Base Lr: 4.83e-03
2024-05-02 14:52:19 transreid.train INFO: Epoch[12] Iter[430/486] Loss: 0.608, Acc: 0.950, Base Lr: 4.83e-03
2024-05-02 14:52:24 transreid.train INFO: Epoch[12] Iter[440/486] Loss: 0.607, Acc: 0.950, Base Lr: 4.83e-03
2024-05-02 14:52:29 transreid.train INFO: Epoch[12] Iter[450/486] Loss: 0.606, Acc: 0.950, Base Lr: 4.83e-03
2024-05-02 14:52:35 transreid.train INFO: Epoch[12] Iter[460/486] Loss: 0.605, Acc: 0.951, Base Lr: 4.83e-03
2024-05-02 14:52:40 transreid.train INFO: Epoch[12] Iter[470/486] Loss: 0.602, Acc: 0.951, Base Lr: 4.83e-03
2024-05-02 14:52:43 transreid.train INFO: Epoch 12 done. Time per epoch: 258.725[s] Speed: 117.5[samples/s]
2024-05-02 14:52:49 transreid.train INFO: Epoch[13] Iter[10/486] Loss: 0.955, Acc: 0.866, Base Lr: 5.23e-03
2024-05-02 14:52:55 transreid.train INFO: Epoch[13] Iter[20/486] Loss: 0.847, Acc: 0.894, Base Lr: 5.23e-03
2024-05-02 14:53:00 transreid.train INFO: Epoch[13] Iter[30/486] Loss: 0.779, Acc: 0.906, Base Lr: 5.23e-03
2024-05-02 14:53:06 transreid.train INFO: Epoch[13] Iter[40/486] Loss: 0.773, Acc: 0.911, Base Lr: 5.23e-03
2024-05-02 14:53:11 transreid.train INFO: Epoch[13] Iter[50/486] Loss: 0.729, Acc: 0.922, Base Lr: 5.23e-03
2024-05-02 14:53:17 transreid.train INFO: Epoch[13] Iter[60/486] Loss: 0.719, Acc: 0.928, Base Lr: 5.23e-03
2024-05-02 14:53:22 transreid.train INFO: Epoch[13] Iter[70/486] Loss: 0.707, Acc: 0.930, Base Lr: 5.23e-03
2024-05-02 14:53:28 transreid.train INFO: Epoch[13] Iter[80/486] Loss: 0.692, Acc: 0.932, Base Lr: 5.23e-03
2024-05-02 14:53:33 transreid.train INFO: Epoch[13] Iter[90/486] Loss: 0.679, Acc: 0.934, Base Lr: 5.23e-03
2024-05-02 14:53:39 transreid.train INFO: Epoch[13] Iter[100/486] Loss: 0.664, Acc: 0.937, Base Lr: 5.23e-03
2024-05-02 14:53:42 transreid.train INFO: Epoch[13] Iter[110/486] Loss: 0.656, Acc: 0.938, Base Lr: 5.23e-03
2024-05-02 14:53:48 transreid.train INFO: Epoch[13] Iter[120/486] Loss: 0.655, Acc: 0.940, Base Lr: 5.23e-03
2024-05-02 14:53:54 transreid.train INFO: Epoch[13] Iter[130/486] Loss: 0.657, Acc: 0.939, Base Lr: 5.23e-03
2024-05-02 14:53:59 transreid.train INFO: Epoch[13] Iter[140/486] Loss: 0.653, Acc: 0.940, Base Lr: 5.23e-03
2024-05-02 14:54:05 transreid.train INFO: Epoch[13] Iter[150/486] Loss: 0.642, Acc: 0.942, Base Lr: 5.23e-03
2024-05-02 14:54:10 transreid.train INFO: Epoch[13] Iter[160/486] Loss: 0.637, Acc: 0.943, Base Lr: 5.23e-03
2024-05-02 14:54:16 transreid.train INFO: Epoch[13] Iter[170/486] Loss: 0.634, Acc: 0.943, Base Lr: 5.23e-03
2024-05-02 14:54:21 transreid.train INFO: Epoch[13] Iter[180/486] Loss: 0.637, Acc: 0.943, Base Lr: 5.23e-03
2024-05-02 14:54:27 transreid.train INFO: Epoch[13] Iter[190/486] Loss: 0.639, Acc: 0.943, Base Lr: 5.23e-03
2024-05-02 14:54:32 transreid.train INFO: Epoch[13] Iter[200/486] Loss: 0.636, Acc: 0.944, Base Lr: 5.23e-03
2024-05-02 14:54:38 transreid.train INFO: Epoch[13] Iter[210/486] Loss: 0.637, Acc: 0.944, Base Lr: 5.23e-03
2024-05-02 14:54:43 transreid.train INFO: Epoch[13] Iter[220/486] Loss: 0.634, Acc: 0.944, Base Lr: 5.23e-03
2024-05-02 14:54:49 transreid.train INFO: Epoch[13] Iter[230/486] Loss: 0.629, Acc: 0.945, Base Lr: 5.23e-03
2024-05-02 14:54:55 transreid.train INFO: Epoch[13] Iter[240/486] Loss: 0.627, Acc: 0.945, Base Lr: 5.23e-03
2024-05-02 14:55:00 transreid.train INFO: Epoch[13] Iter[250/486] Loss: 0.623, Acc: 0.946, Base Lr: 5.23e-03
2024-05-02 14:55:06 transreid.train INFO: Epoch[13] Iter[260/486] Loss: 0.616, Acc: 0.947, Base Lr: 5.23e-03
2024-05-02 14:55:11 transreid.train INFO: Epoch[13] Iter[270/486] Loss: 0.616, Acc: 0.947, Base Lr: 5.23e-03
2024-05-02 14:55:17 transreid.train INFO: Epoch[13] Iter[280/486] Loss: 0.616, Acc: 0.947, Base Lr: 5.23e-03
2024-05-02 14:55:21 transreid.train INFO: Epoch[13] Iter[290/486] Loss: 0.616, Acc: 0.947, Base Lr: 5.23e-03
2024-05-02 14:55:26 transreid.train INFO: Epoch[13] Iter[300/486] Loss: 0.613, Acc: 0.947, Base Lr: 5.23e-03
2024-05-02 14:55:32 transreid.train INFO: Epoch[13] Iter[310/486] Loss: 0.608, Acc: 0.948, Base Lr: 5.23e-03
2024-05-02 14:55:37 transreid.train INFO: Epoch[13] Iter[320/486] Loss: 0.606, Acc: 0.948, Base Lr: 5.23e-03
2024-05-02 14:55:43 transreid.train INFO: Epoch[13] Iter[330/486] Loss: 0.604, Acc: 0.948, Base Lr: 5.23e-03
2024-05-02 14:55:49 transreid.train INFO: Epoch[13] Iter[340/486] Loss: 0.601, Acc: 0.949, Base Lr: 5.23e-03
2024-05-02 14:55:54 transreid.train INFO: Epoch[13] Iter[350/486] Loss: 0.600, Acc: 0.949, Base Lr: 5.23e-03
2024-05-02 14:56:00 transreid.train INFO: Epoch[13] Iter[360/486] Loss: 0.598, Acc: 0.949, Base Lr: 5.23e-03
2024-05-02 14:56:05 transreid.train INFO: Epoch[13] Iter[370/486] Loss: 0.599, Acc: 0.949, Base Lr: 5.23e-03
2024-05-02 14:56:11 transreid.train INFO: Epoch[13] Iter[380/486] Loss: 0.598, Acc: 0.949, Base Lr: 5.23e-03
2024-05-02 14:56:17 transreid.train INFO: Epoch[13] Iter[390/486] Loss: 0.594, Acc: 0.950, Base Lr: 5.23e-03
2024-05-02 14:56:22 transreid.train INFO: Epoch[13] Iter[400/486] Loss: 0.591, Acc: 0.950, Base Lr: 5.23e-03
2024-05-02 14:56:28 transreid.train INFO: Epoch[13] Iter[410/486] Loss: 0.588, Acc: 0.950, Base Lr: 5.23e-03
2024-05-02 14:56:33 transreid.train INFO: Epoch[13] Iter[420/486] Loss: 0.588, Acc: 0.950, Base Lr: 5.23e-03
2024-05-02 14:56:39 transreid.train INFO: Epoch[13] Iter[430/486] Loss: 0.586, Acc: 0.950, Base Lr: 5.23e-03
2024-05-02 14:56:44 transreid.train INFO: Epoch[13] Iter[440/486] Loss: 0.585, Acc: 0.950, Base Lr: 5.23e-03
2024-05-02 14:56:50 transreid.train INFO: Epoch[13] Iter[450/486] Loss: 0.582, Acc: 0.951, Base Lr: 5.23e-03
2024-05-02 14:56:55 transreid.train INFO: Epoch[13] Iter[460/486] Loss: 0.579, Acc: 0.951, Base Lr: 5.23e-03
2024-05-02 14:57:00 transreid.train INFO: Epoch[13] Iter[470/486] Loss: 0.574, Acc: 0.952, Base Lr: 5.23e-03
2024-05-02 14:57:00 transreid.train INFO: Epoch 13 done. Time per epoch: 257.288[s] Speed: 117.4[samples/s]
2024-05-02 14:57:07 transreid.train INFO: Epoch[14] Iter[10/486] Loss: 0.889, Acc: 0.878, Base Lr: 5.62e-03
2024-05-02 14:57:12 transreid.train INFO: Epoch[14] Iter[20/486] Loss: 0.778, Acc: 0.905, Base Lr: 5.62e-03
2024-05-02 14:57:17 transreid.train INFO: Epoch[14] Iter[30/486] Loss: 0.720, Acc: 0.917, Base Lr: 5.62e-03
2024-05-02 14:57:23 transreid.train INFO: Epoch[14] Iter[40/486] Loss: 0.682, Acc: 0.926, Base Lr: 5.62e-03
2024-05-02 14:57:29 transreid.train INFO: Epoch[14] Iter[50/486] Loss: 0.644, Acc: 0.933, Base Lr: 5.62e-03
2024-05-02 14:57:34 transreid.train INFO: Epoch[14] Iter[60/486] Loss: 0.620, Acc: 0.937, Base Lr: 5.62e-03
2024-05-02 14:57:40 transreid.train INFO: Epoch[14] Iter[70/486] Loss: 0.606, Acc: 0.939, Base Lr: 5.62e-03
2024-05-02 14:57:45 transreid.train INFO: Epoch[14] Iter[80/486] Loss: 0.593, Acc: 0.941, Base Lr: 5.62e-03
2024-05-02 14:57:51 transreid.train INFO: Epoch[14] Iter[90/486] Loss: 0.586, Acc: 0.943, Base Lr: 5.62e-03
2024-05-02 14:57:56 transreid.train INFO: Epoch[14] Iter[100/486] Loss: 0.571, Acc: 0.946, Base Lr: 5.62e-03
2024-05-02 14:58:02 transreid.train INFO: Epoch[14] Iter[110/486] Loss: 0.580, Acc: 0.944, Base Lr: 5.62e-03
2024-05-02 14:58:07 transreid.train INFO: Epoch[14] Iter[120/486] Loss: 0.581, Acc: 0.944, Base Lr: 5.62e-03
2024-05-02 14:58:13 transreid.train INFO: Epoch[14] Iter[130/486] Loss: 0.576, Acc: 0.945, Base Lr: 5.62e-03
2024-05-02 14:58:18 transreid.train INFO: Epoch[14] Iter[140/486] Loss: 0.573, Acc: 0.946, Base Lr: 5.62e-03
2024-05-02 14:58:24 transreid.train INFO: Epoch[14] Iter[150/486] Loss: 0.573, Acc: 0.947, Base Lr: 5.62e-03
2024-05-02 14:58:30 transreid.train INFO: Epoch[14] Iter[160/486] Loss: 0.576, Acc: 0.947, Base Lr: 5.62e-03
2024-05-02 14:58:35 transreid.train INFO: Epoch[14] Iter[170/486] Loss: 0.570, Acc: 0.948, Base Lr: 5.62e-03
2024-05-02 14:58:39 transreid.train INFO: Epoch[14] Iter[180/486] Loss: 0.570, Acc: 0.948, Base Lr: 5.62e-03
2024-05-02 14:58:45 transreid.train INFO: Epoch[14] Iter[190/486] Loss: 0.567, Acc: 0.949, Base Lr: 5.62e-03
2024-05-02 14:58:50 transreid.train INFO: Epoch[14] Iter[200/486] Loss: 0.560, Acc: 0.949, Base Lr: 5.62e-03
2024-05-02 14:58:56 transreid.train INFO: Epoch[14] Iter[210/486] Loss: 0.560, Acc: 0.949, Base Lr: 5.62e-03
2024-05-02 14:59:01 transreid.train INFO: Epoch[14] Iter[220/486] Loss: 0.556, Acc: 0.949, Base Lr: 5.62e-03
2024-05-02 14:59:07 transreid.train INFO: Epoch[14] Iter[230/486] Loss: 0.556, Acc: 0.949, Base Lr: 5.62e-03
2024-05-02 14:59:13 transreid.train INFO: Epoch[14] Iter[240/486] Loss: 0.555, Acc: 0.950, Base Lr: 5.62e-03
2024-05-02 14:59:18 transreid.train INFO: Epoch[14] Iter[250/486] Loss: 0.550, Acc: 0.951, Base Lr: 5.62e-03
2024-05-02 14:59:24 transreid.train INFO: Epoch[14] Iter[260/486] Loss: 0.552, Acc: 0.951, Base Lr: 5.62e-03
2024-05-02 14:59:29 transreid.train INFO: Epoch[14] Iter[270/486] Loss: 0.550, Acc: 0.952, Base Lr: 5.62e-03
2024-05-02 14:59:35 transreid.train INFO: Epoch[14] Iter[280/486] Loss: 0.548, Acc: 0.952, Base Lr: 5.62e-03
2024-05-02 14:59:40 transreid.train INFO: Epoch[14] Iter[290/486] Loss: 0.546, Acc: 0.952, Base Lr: 5.62e-03
2024-05-02 14:59:46 transreid.train INFO: Epoch[14] Iter[300/486] Loss: 0.545, Acc: 0.952, Base Lr: 5.62e-03
2024-05-02 14:59:51 transreid.train INFO: Epoch[14] Iter[310/486] Loss: 0.543, Acc: 0.952, Base Lr: 5.62e-03
2024-05-02 14:59:57 transreid.train INFO: Epoch[14] Iter[320/486] Loss: 0.545, Acc: 0.952, Base Lr: 5.62e-03
2024-05-02 15:00:02 transreid.train INFO: Epoch[14] Iter[330/486] Loss: 0.542, Acc: 0.953, Base Lr: 5.62e-03
2024-05-02 15:00:08 transreid.train INFO: Epoch[14] Iter[340/486] Loss: 0.542, Acc: 0.953, Base Lr: 5.62e-03
2024-05-02 15:00:14 transreid.train INFO: Epoch[14] Iter[350/486] Loss: 0.542, Acc: 0.953, Base Lr: 5.62e-03
2024-05-02 15:00:18 transreid.train INFO: Epoch[14] Iter[360/486] Loss: 0.540, Acc: 0.954, Base Lr: 5.62e-03
2024-05-02 15:00:23 transreid.train INFO: Epoch[14] Iter[370/486] Loss: 0.540, Acc: 0.954, Base Lr: 5.62e-03
2024-05-02 15:00:28 transreid.train INFO: Epoch[14] Iter[380/486] Loss: 0.538, Acc: 0.954, Base Lr: 5.62e-03
2024-05-02 15:00:34 transreid.train INFO: Epoch[14] Iter[390/486] Loss: 0.540, Acc: 0.954, Base Lr: 5.62e-03
2024-05-02 15:00:39 transreid.train INFO: Epoch[14] Iter[400/486] Loss: 0.539, Acc: 0.954, Base Lr: 5.62e-03
2024-05-02 15:00:45 transreid.train INFO: Epoch[14] Iter[410/486] Loss: 0.538, Acc: 0.954, Base Lr: 5.62e-03
2024-05-02 15:00:51 transreid.train INFO: Epoch[14] Iter[420/486] Loss: 0.536, Acc: 0.955, Base Lr: 5.62e-03
2024-05-02 15:00:56 transreid.train INFO: Epoch[14] Iter[430/486] Loss: 0.534, Acc: 0.955, Base Lr: 5.62e-03
2024-05-02 15:01:02 transreid.train INFO: Epoch[14] Iter[440/486] Loss: 0.532, Acc: 0.955, Base Lr: 5.62e-03
2024-05-02 15:01:07 transreid.train INFO: Epoch[14] Iter[450/486] Loss: 0.529, Acc: 0.956, Base Lr: 5.62e-03
2024-05-02 15:01:13 transreid.train INFO: Epoch[14] Iter[460/486] Loss: 0.526, Acc: 0.956, Base Lr: 5.62e-03
2024-05-02 15:01:18 transreid.train INFO: Epoch[14] Iter[470/486] Loss: 0.523, Acc: 0.956, Base Lr: 5.62e-03
2024-05-02 15:01:20 transreid.train INFO: Epoch 14 done. Time per epoch: 259.745[s] Speed: 116.8[samples/s]
2024-05-02 15:01:27 transreid.train INFO: Epoch[15] Iter[10/486] Loss: 0.859, Acc: 0.891, Base Lr: 6.02e-03
2024-05-02 15:01:32 transreid.train INFO: Epoch[15] Iter[20/486] Loss: 0.775, Acc: 0.902, Base Lr: 6.02e-03
2024-05-02 15:01:38 transreid.train INFO: Epoch[15] Iter[30/486] Loss: 0.719, Acc: 0.914, Base Lr: 6.02e-03
2024-05-02 15:01:43 transreid.train INFO: Epoch[15] Iter[40/486] Loss: 0.664, Acc: 0.926, Base Lr: 6.02e-03
2024-05-02 15:01:49 transreid.train INFO: Epoch[15] Iter[50/486] Loss: 0.621, Acc: 0.934, Base Lr: 6.02e-03
2024-05-02 15:01:54 transreid.train INFO: Epoch[15] Iter[60/486] Loss: 0.604, Acc: 0.937, Base Lr: 6.02e-03
2024-05-02 15:01:58 transreid.train INFO: Epoch[15] Iter[70/486] Loss: 0.597, Acc: 0.941, Base Lr: 6.02e-03
2024-05-02 15:02:04 transreid.train INFO: Epoch[15] Iter[80/486] Loss: 0.588, Acc: 0.944, Base Lr: 6.02e-03
2024-05-02 15:02:09 transreid.train INFO: Epoch[15] Iter[90/486] Loss: 0.578, Acc: 0.946, Base Lr: 6.02e-03
2024-05-02 15:02:15 transreid.train INFO: Epoch[15] Iter[100/486] Loss: 0.566, Acc: 0.948, Base Lr: 6.02e-03
2024-05-02 15:02:20 transreid.train INFO: Epoch[15] Iter[110/486] Loss: 0.554, Acc: 0.950, Base Lr: 6.02e-03
2024-05-02 15:02:26 transreid.train INFO: Epoch[15] Iter[120/486] Loss: 0.547, Acc: 0.952, Base Lr: 6.02e-03
2024-05-02 15:02:32 transreid.train INFO: Epoch[15] Iter[130/486] Loss: 0.548, Acc: 0.952, Base Lr: 6.02e-03
2024-05-02 15:02:37 transreid.train INFO: Epoch[15] Iter[140/486] Loss: 0.548, Acc: 0.952, Base Lr: 6.02e-03
2024-05-02 15:02:43 transreid.train INFO: Epoch[15] Iter[150/486] Loss: 0.544, Acc: 0.954, Base Lr: 6.02e-03
2024-05-02 15:02:48 transreid.train INFO: Epoch[15] Iter[160/486] Loss: 0.541, Acc: 0.954, Base Lr: 6.02e-03
2024-05-02 15:02:54 transreid.train INFO: Epoch[15] Iter[170/486] Loss: 0.538, Acc: 0.954, Base Lr: 6.02e-03
2024-05-02 15:02:59 transreid.train INFO: Epoch[15] Iter[180/486] Loss: 0.535, Acc: 0.954, Base Lr: 6.02e-03
2024-05-02 15:03:05 transreid.train INFO: Epoch[15] Iter[190/486] Loss: 0.534, Acc: 0.955, Base Lr: 6.02e-03
2024-05-02 15:03:10 transreid.train INFO: Epoch[15] Iter[200/486] Loss: 0.534, Acc: 0.955, Base Lr: 6.02e-03
2024-05-02 15:03:16 transreid.train INFO: Epoch[15] Iter[210/486] Loss: 0.533, Acc: 0.955, Base Lr: 6.02e-03
2024-05-02 15:03:22 transreid.train INFO: Epoch[15] Iter[220/486] Loss: 0.532, Acc: 0.956, Base Lr: 6.02e-03
2024-05-02 15:03:27 transreid.train INFO: Epoch[15] Iter[230/486] Loss: 0.526, Acc: 0.956, Base Lr: 6.02e-03
2024-05-02 15:03:33 transreid.train INFO: Epoch[15] Iter[240/486] Loss: 0.522, Acc: 0.957, Base Lr: 6.02e-03
2024-05-02 15:03:37 transreid.train INFO: Epoch[15] Iter[250/486] Loss: 0.522, Acc: 0.957, Base Lr: 6.02e-03
2024-05-02 15:03:43 transreid.train INFO: Epoch[15] Iter[260/486] Loss: 0.519, Acc: 0.957, Base Lr: 6.02e-03
2024-05-02 15:03:48 transreid.train INFO: Epoch[15] Iter[270/486] Loss: 0.517, Acc: 0.957, Base Lr: 6.02e-03
2024-05-02 15:03:54 transreid.train INFO: Epoch[15] Iter[280/486] Loss: 0.516, Acc: 0.957, Base Lr: 6.02e-03
2024-05-02 15:03:59 transreid.train INFO: Epoch[15] Iter[290/486] Loss: 0.517, Acc: 0.957, Base Lr: 6.02e-03
2024-05-02 15:04:05 transreid.train INFO: Epoch[15] Iter[300/486] Loss: 0.515, Acc: 0.958, Base Lr: 6.02e-03
2024-05-02 15:04:11 transreid.train INFO: Epoch[15] Iter[310/486] Loss: 0.515, Acc: 0.958, Base Lr: 6.02e-03
2024-05-02 15:04:16 transreid.train INFO: Epoch[15] Iter[320/486] Loss: 0.514, Acc: 0.958, Base Lr: 6.02e-03
2024-05-02 15:04:22 transreid.train INFO: Epoch[15] Iter[330/486] Loss: 0.513, Acc: 0.958, Base Lr: 6.02e-03
2024-05-02 15:04:27 transreid.train INFO: Epoch[15] Iter[340/486] Loss: 0.511, Acc: 0.958, Base Lr: 6.02e-03
2024-05-02 15:04:33 transreid.train INFO: Epoch[15] Iter[350/486] Loss: 0.510, Acc: 0.958, Base Lr: 6.02e-03
2024-05-02 15:04:39 transreid.train INFO: Epoch[15] Iter[360/486] Loss: 0.507, Acc: 0.958, Base Lr: 6.02e-03
2024-05-02 15:04:44 transreid.train INFO: Epoch[15] Iter[370/486] Loss: 0.506, Acc: 0.959, Base Lr: 6.02e-03
2024-05-02 15:04:50 transreid.train INFO: Epoch[15] Iter[380/486] Loss: 0.504, Acc: 0.959, Base Lr: 6.02e-03
2024-05-02 15:04:56 transreid.train INFO: Epoch[15] Iter[390/486] Loss: 0.501, Acc: 0.959, Base Lr: 6.02e-03
2024-05-02 15:05:02 transreid.train INFO: Epoch[15] Iter[400/486] Loss: 0.500, Acc: 0.959, Base Lr: 6.02e-03
2024-05-02 15:05:07 transreid.train INFO: Epoch[15] Iter[410/486] Loss: 0.498, Acc: 0.960, Base Lr: 6.02e-03
2024-05-02 15:05:13 transreid.train INFO: Epoch[15] Iter[420/486] Loss: 0.495, Acc: 0.960, Base Lr: 6.02e-03
2024-05-02 15:05:17 transreid.train INFO: Epoch[15] Iter[430/486] Loss: 0.491, Acc: 0.961, Base Lr: 6.02e-03
2024-05-02 15:05:22 transreid.train INFO: Epoch[15] Iter[440/486] Loss: 0.487, Acc: 0.961, Base Lr: 6.02e-03
2024-05-02 15:05:28 transreid.train INFO: Epoch[15] Iter[450/486] Loss: 0.484, Acc: 0.962, Base Lr: 6.02e-03
2024-05-02 15:05:33 transreid.train INFO: Epoch[15] Iter[460/486] Loss: 0.482, Acc: 0.962, Base Lr: 6.02e-03
2024-05-02 15:05:39 transreid.train INFO: Epoch[15] Iter[470/486] Loss: 0.479, Acc: 0.962, Base Lr: 6.02e-03
2024-05-02 15:05:41 transreid.train INFO: Epoch 15 done. Time per epoch: 260.450[s] Speed: 116.2[samples/s]
2024-05-02 15:05:47 transreid.train INFO: Epoch[16] Iter[10/486] Loss: 0.761, Acc: 0.898, Base Lr: 6.42e-03
2024-05-02 15:05:53 transreid.train INFO: Epoch[16] Iter[20/486] Loss: 0.714, Acc: 0.921, Base Lr: 6.42e-03
2024-05-02 15:05:58 transreid.train INFO: Epoch[16] Iter[30/486] Loss: 0.681, Acc: 0.929, Base Lr: 6.42e-03
2024-05-02 15:06:04 transreid.train INFO: Epoch[16] Iter[40/486] Loss: 0.643, Acc: 0.934, Base Lr: 6.42e-03
2024-05-02 15:06:09 transreid.train INFO: Epoch[16] Iter[50/486] Loss: 0.617, Acc: 0.938, Base Lr: 6.42e-03
2024-05-02 15:06:15 transreid.train INFO: Epoch[16] Iter[60/486] Loss: 0.597, Acc: 0.943, Base Lr: 6.42e-03
2024-05-02 15:06:21 transreid.train INFO: Epoch[16] Iter[70/486] Loss: 0.577, Acc: 0.946, Base Lr: 6.42e-03
2024-05-02 15:06:26 transreid.train INFO: Epoch[16] Iter[80/486] Loss: 0.571, Acc: 0.947, Base Lr: 6.42e-03
2024-05-02 15:06:32 transreid.train INFO: Epoch[16] Iter[90/486] Loss: 0.557, Acc: 0.948, Base Lr: 6.42e-03
2024-05-02 15:06:38 transreid.train INFO: Epoch[16] Iter[100/486] Loss: 0.543, Acc: 0.950, Base Lr: 6.42e-03
2024-05-02 15:06:43 transreid.train INFO: Epoch[16] Iter[110/486] Loss: 0.539, Acc: 0.951, Base Lr: 6.42e-03
2024-05-02 15:06:49 transreid.train INFO: Epoch[16] Iter[120/486] Loss: 0.535, Acc: 0.952, Base Lr: 6.42e-03
2024-05-02 15:06:53 transreid.train INFO: Epoch[16] Iter[130/486] Loss: 0.531, Acc: 0.953, Base Lr: 6.42e-03
2024-05-02 15:06:58 transreid.train INFO: Epoch[16] Iter[140/486] Loss: 0.523, Acc: 0.954, Base Lr: 6.42e-03
2024-05-02 15:07:03 transreid.train INFO: Epoch[16] Iter[150/486] Loss: 0.520, Acc: 0.955, Base Lr: 6.42e-03
2024-05-02 15:07:09 transreid.train INFO: Epoch[16] Iter[160/486] Loss: 0.519, Acc: 0.955, Base Lr: 6.42e-03
2024-05-02 15:07:15 transreid.train INFO: Epoch[16] Iter[170/486] Loss: 0.514, Acc: 0.955, Base Lr: 6.42e-03
2024-05-02 15:07:21 transreid.train INFO: Epoch[16] Iter[180/486] Loss: 0.511, Acc: 0.956, Base Lr: 6.42e-03
2024-05-02 15:07:27 transreid.train INFO: Epoch[16] Iter[190/486] Loss: 0.508, Acc: 0.956, Base Lr: 6.42e-03
2024-05-02 15:07:33 transreid.train INFO: Epoch[16] Iter[200/486] Loss: 0.508, Acc: 0.956, Base Lr: 6.42e-03
2024-05-02 15:07:38 transreid.train INFO: Epoch[16] Iter[210/486] Loss: 0.507, Acc: 0.956, Base Lr: 6.42e-03
2024-05-02 15:07:44 transreid.train INFO: Epoch[16] Iter[220/486] Loss: 0.503, Acc: 0.956, Base Lr: 6.42e-03
2024-05-02 15:07:50 transreid.train INFO: Epoch[16] Iter[230/486] Loss: 0.503, Acc: 0.957, Base Lr: 6.42e-03
2024-05-02 15:07:55 transreid.train INFO: Epoch[16] Iter[240/486] Loss: 0.499, Acc: 0.957, Base Lr: 6.42e-03
2024-05-02 15:08:01 transreid.train INFO: Epoch[16] Iter[250/486] Loss: 0.497, Acc: 0.958, Base Lr: 6.42e-03
2024-05-02 15:08:07 transreid.train INFO: Epoch[16] Iter[260/486] Loss: 0.496, Acc: 0.958, Base Lr: 6.42e-03
2024-05-02 15:08:13 transreid.train INFO: Epoch[16] Iter[270/486] Loss: 0.497, Acc: 0.958, Base Lr: 6.42e-03
2024-05-02 15:08:18 transreid.train INFO: Epoch[16] Iter[280/486] Loss: 0.494, Acc: 0.958, Base Lr: 6.42e-03
2024-05-02 15:08:22 transreid.train INFO: Epoch[16] Iter[290/486] Loss: 0.491, Acc: 0.958, Base Lr: 6.42e-03
2024-05-02 15:08:25 transreid.train INFO: Epoch[16] Iter[300/486] Loss: 0.494, Acc: 0.957, Base Lr: 6.42e-03
2024-05-02 15:08:28 transreid.train INFO: Epoch[16] Iter[310/486] Loss: 0.491, Acc: 0.957, Base Lr: 6.42e-03
2024-05-02 15:08:31 transreid.train INFO: Epoch[16] Iter[320/486] Loss: 0.492, Acc: 0.958, Base Lr: 6.42e-03
2024-05-02 15:08:34 transreid.train INFO: Epoch[16] Iter[330/486] Loss: 0.493, Acc: 0.958, Base Lr: 6.42e-03
2024-05-02 15:08:37 transreid.train INFO: Epoch[16] Iter[340/486] Loss: 0.492, Acc: 0.958, Base Lr: 6.42e-03
2024-05-02 15:08:40 transreid.train INFO: Epoch[16] Iter[350/486] Loss: 0.491, Acc: 0.958, Base Lr: 6.42e-03
2024-05-02 15:08:43 transreid.train INFO: Epoch[16] Iter[360/486] Loss: 0.489, Acc: 0.958, Base Lr: 6.42e-03
2024-05-02 15:08:46 transreid.train INFO: Epoch[16] Iter[370/486] Loss: 0.490, Acc: 0.958, Base Lr: 6.42e-03
2024-05-02 15:08:49 transreid.train INFO: Epoch[16] Iter[380/486] Loss: 0.489, Acc: 0.958, Base Lr: 6.42e-03
2024-05-02 15:08:52 transreid.train INFO: Epoch[16] Iter[390/486] Loss: 0.488, Acc: 0.958, Base Lr: 6.42e-03
2024-05-02 15:08:55 transreid.train INFO: Epoch[16] Iter[400/486] Loss: 0.488, Acc: 0.958, Base Lr: 6.42e-03
2024-05-02 15:08:58 transreid.train INFO: Epoch[16] Iter[410/486] Loss: 0.486, Acc: 0.959, Base Lr: 6.42e-03
2024-05-02 15:09:01 transreid.train INFO: Epoch[16] Iter[420/486] Loss: 0.482, Acc: 0.959, Base Lr: 6.42e-03
2024-05-02 15:09:05 transreid.train INFO: Epoch[16] Iter[430/486] Loss: 0.480, Acc: 0.959, Base Lr: 6.42e-03
2024-05-02 15:09:08 transreid.train INFO: Epoch[16] Iter[440/486] Loss: 0.478, Acc: 0.960, Base Lr: 6.42e-03
2024-05-02 15:09:11 transreid.train INFO: Epoch[16] Iter[450/486] Loss: 0.474, Acc: 0.960, Base Lr: 6.42e-03
2024-05-02 15:09:14 transreid.train INFO: Epoch[16] Iter[460/486] Loss: 0.472, Acc: 0.961, Base Lr: 6.42e-03
2024-05-02 15:09:17 transreid.train INFO: Epoch[16] Iter[470/486] Loss: 0.471, Acc: 0.961, Base Lr: 6.42e-03
2024-05-02 15:09:18 transreid.train INFO: Epoch 16 done. Time per epoch: 217.479[s] Speed: 139.5[samples/s]
2024-05-02 15:09:22 transreid.train INFO: Epoch[17] Iter[10/486] Loss: 0.676, Acc: 0.903, Base Lr: 6.81e-03
2024-05-02 15:09:25 transreid.train INFO: Epoch[17] Iter[20/486] Loss: 0.615, Acc: 0.924, Base Lr: 6.81e-03
2024-05-02 15:09:28 transreid.train INFO: Epoch[17] Iter[30/486] Loss: 0.564, Acc: 0.941, Base Lr: 6.81e-03
2024-05-02 15:09:31 transreid.train INFO: Epoch[17] Iter[40/486] Loss: 0.571, Acc: 0.943, Base Lr: 6.81e-03
2024-05-02 15:09:34 transreid.train INFO: Epoch[17] Iter[50/486] Loss: 0.561, Acc: 0.947, Base Lr: 6.81e-03
2024-05-02 15:09:37 transreid.train INFO: Epoch[17] Iter[60/486] Loss: 0.544, Acc: 0.949, Base Lr: 6.81e-03
2024-05-02 15:09:40 transreid.train INFO: Epoch[17] Iter[70/486] Loss: 0.539, Acc: 0.950, Base Lr: 6.81e-03
2024-05-02 15:09:43 transreid.train INFO: Epoch[17] Iter[80/486] Loss: 0.538, Acc: 0.951, Base Lr: 6.81e-03
2024-05-02 15:09:46 transreid.train INFO: Epoch[17] Iter[90/486] Loss: 0.533, Acc: 0.952, Base Lr: 6.81e-03
2024-05-02 15:09:49 transreid.train INFO: Epoch[17] Iter[100/486] Loss: 0.527, Acc: 0.952, Base Lr: 6.81e-03
2024-05-02 15:09:53 transreid.train INFO: Epoch[17] Iter[110/486] Loss: 0.520, Acc: 0.953, Base Lr: 6.81e-03
2024-05-02 15:09:56 transreid.train INFO: Epoch[17] Iter[120/486] Loss: 0.520, Acc: 0.954, Base Lr: 6.81e-03
2024-05-02 15:09:59 transreid.train INFO: Epoch[17] Iter[130/486] Loss: 0.520, Acc: 0.955, Base Lr: 6.81e-03
2024-05-02 15:10:02 transreid.train INFO: Epoch[17] Iter[140/486] Loss: 0.514, Acc: 0.955, Base Lr: 6.81e-03
2024-05-02 15:10:05 transreid.train INFO: Epoch[17] Iter[150/486] Loss: 0.511, Acc: 0.956, Base Lr: 6.81e-03
2024-05-02 15:10:08 transreid.train INFO: Epoch[17] Iter[160/486] Loss: 0.508, Acc: 0.957, Base Lr: 6.81e-03
2024-05-02 15:10:11 transreid.train INFO: Epoch[17] Iter[170/486] Loss: 0.501, Acc: 0.958, Base Lr: 6.81e-03
2024-05-02 15:10:14 transreid.train INFO: Epoch[17] Iter[180/486] Loss: 0.493, Acc: 0.958, Base Lr: 6.81e-03
2024-05-02 15:10:17 transreid.train INFO: Epoch[17] Iter[190/486] Loss: 0.492, Acc: 0.958, Base Lr: 6.81e-03
2024-05-02 15:10:20 transreid.train INFO: Epoch[17] Iter[200/486] Loss: 0.488, Acc: 0.959, Base Lr: 6.81e-03
2024-05-02 15:10:23 transreid.train INFO: Epoch[17] Iter[210/486] Loss: 0.488, Acc: 0.959, Base Lr: 6.81e-03
2024-05-02 15:10:26 transreid.train INFO: Epoch[17] Iter[220/486] Loss: 0.484, Acc: 0.959, Base Lr: 6.81e-03
2024-05-02 15:10:31 transreid.train INFO: Epoch[17] Iter[230/486] Loss: 0.480, Acc: 0.959, Base Lr: 6.81e-03
2024-05-02 15:10:36 transreid.train INFO: Epoch[17] Iter[240/486] Loss: 0.475, Acc: 0.960, Base Lr: 6.81e-03
2024-05-02 15:10:42 transreid.train INFO: Epoch[17] Iter[250/486] Loss: 0.471, Acc: 0.960, Base Lr: 6.81e-03
2024-05-02 15:10:47 transreid.train INFO: Epoch[17] Iter[260/486] Loss: 0.470, Acc: 0.961, Base Lr: 6.81e-03
2024-05-02 15:10:53 transreid.train INFO: Epoch[17] Iter[270/486] Loss: 0.468, Acc: 0.961, Base Lr: 6.81e-03
2024-05-02 15:10:59 transreid.train INFO: Epoch[17] Iter[280/486] Loss: 0.466, Acc: 0.961, Base Lr: 6.81e-03
2024-05-02 15:11:04 transreid.train INFO: Epoch[17] Iter[290/486] Loss: 0.463, Acc: 0.962, Base Lr: 6.81e-03
2024-05-02 15:11:10 transreid.train INFO: Epoch[17] Iter[300/486] Loss: 0.464, Acc: 0.962, Base Lr: 6.81e-03
2024-05-02 15:11:16 transreid.train INFO: Epoch[17] Iter[310/486] Loss: 0.462, Acc: 0.962, Base Lr: 6.81e-03
2024-05-02 15:11:21 transreid.train INFO: Epoch[17] Iter[320/486] Loss: 0.459, Acc: 0.962, Base Lr: 6.81e-03
2024-05-02 15:11:27 transreid.train INFO: Epoch[17] Iter[330/486] Loss: 0.458, Acc: 0.962, Base Lr: 6.81e-03
2024-05-02 15:11:32 transreid.train INFO: Epoch[17] Iter[340/486] Loss: 0.458, Acc: 0.962, Base Lr: 6.81e-03
2024-05-02 15:11:38 transreid.train INFO: Epoch[17] Iter[350/486] Loss: 0.457, Acc: 0.963, Base Lr: 6.81e-03
2024-05-02 15:11:43 transreid.train INFO: Epoch[17] Iter[360/486] Loss: 0.455, Acc: 0.963, Base Lr: 6.81e-03
2024-05-02 15:11:49 transreid.train INFO: Epoch[17] Iter[370/486] Loss: 0.455, Acc: 0.963, Base Lr: 6.81e-03
2024-05-02 15:11:55 transreid.train INFO: Epoch[17] Iter[380/486] Loss: 0.452, Acc: 0.963, Base Lr: 6.81e-03
2024-05-02 15:12:00 transreid.train INFO: Epoch[17] Iter[390/486] Loss: 0.451, Acc: 0.963, Base Lr: 6.81e-03
2024-05-02 15:12:05 transreid.train INFO: Epoch[17] Iter[400/486] Loss: 0.451, Acc: 0.963, Base Lr: 6.81e-03
2024-05-02 15:12:09 transreid.train INFO: Epoch[17] Iter[410/486] Loss: 0.450, Acc: 0.963, Base Lr: 6.81e-03
2024-05-02 15:12:14 transreid.train INFO: Epoch[17] Iter[420/486] Loss: 0.450, Acc: 0.963, Base Lr: 6.81e-03
2024-05-02 15:12:20 transreid.train INFO: Epoch[17] Iter[430/486] Loss: 0.448, Acc: 0.964, Base Lr: 6.81e-03
2024-05-02 15:12:25 transreid.train INFO: Epoch[17] Iter[440/486] Loss: 0.449, Acc: 0.964, Base Lr: 6.81e-03
2024-05-02 15:12:31 transreid.train INFO: Epoch[17] Iter[450/486] Loss: 0.447, Acc: 0.964, Base Lr: 6.81e-03
2024-05-02 15:12:37 transreid.train INFO: Epoch[17] Iter[460/486] Loss: 0.445, Acc: 0.964, Base Lr: 6.81e-03
2024-05-02 15:12:42 transreid.train INFO: Epoch[17] Iter[470/486] Loss: 0.446, Acc: 0.964, Base Lr: 6.81e-03
2024-05-02 15:12:45 transreid.train INFO: Epoch 17 done. Time per epoch: 206.478[s] Speed: 146.9[samples/s]
2024-05-02 15:12:51 transreid.train INFO: Epoch[18] Iter[10/486] Loss: 0.757, Acc: 0.897, Base Lr: 7.21e-03
2024-05-02 15:12:56 transreid.train INFO: Epoch[18] Iter[20/486] Loss: 0.663, Acc: 0.920, Base Lr: 7.21e-03
2024-05-02 15:13:02 transreid.train INFO: Epoch[18] Iter[30/486] Loss: 0.677, Acc: 0.926, Base Lr: 7.21e-03
2024-05-02 15:13:07 transreid.train INFO: Epoch[18] Iter[40/486] Loss: 0.639, Acc: 0.931, Base Lr: 7.21e-03
2024-05-02 15:13:13 transreid.train INFO: Epoch[18] Iter[50/486] Loss: 0.633, Acc: 0.935, Base Lr: 7.21e-03
2024-05-02 15:13:19 transreid.train INFO: Epoch[18] Iter[60/486] Loss: 0.614, Acc: 0.939, Base Lr: 7.21e-03
2024-05-02 15:13:24 transreid.train INFO: Epoch[18] Iter[70/486] Loss: 0.599, Acc: 0.941, Base Lr: 7.21e-03
2024-05-02 15:13:30 transreid.train INFO: Epoch[18] Iter[80/486] Loss: 0.587, Acc: 0.943, Base Lr: 7.21e-03
2024-05-02 15:13:35 transreid.train INFO: Epoch[18] Iter[90/486] Loss: 0.579, Acc: 0.944, Base Lr: 7.21e-03
2024-05-02 15:13:41 transreid.train INFO: Epoch[18] Iter[100/486] Loss: 0.567, Acc: 0.946, Base Lr: 7.21e-03
2024-05-02 15:13:46 transreid.train INFO: Epoch[18] Iter[110/486] Loss: 0.557, Acc: 0.948, Base Lr: 7.21e-03
2024-05-02 15:13:50 transreid.train INFO: Epoch[18] Iter[120/486] Loss: 0.544, Acc: 0.949, Base Lr: 7.21e-03
2024-05-02 15:13:56 transreid.train INFO: Epoch[18] Iter[130/486] Loss: 0.534, Acc: 0.951, Base Lr: 7.21e-03
2024-05-02 15:14:02 transreid.train INFO: Epoch[18] Iter[140/486] Loss: 0.523, Acc: 0.953, Base Lr: 7.21e-03
2024-05-02 15:14:07 transreid.train INFO: Epoch[18] Iter[150/486] Loss: 0.516, Acc: 0.954, Base Lr: 7.21e-03
2024-05-02 15:14:13 transreid.train INFO: Epoch[18] Iter[160/486] Loss: 0.509, Acc: 0.956, Base Lr: 7.21e-03
2024-05-02 15:14:18 transreid.train INFO: Epoch[18] Iter[170/486] Loss: 0.506, Acc: 0.956, Base Lr: 7.21e-03
2024-05-02 15:14:24 transreid.train INFO: Epoch[18] Iter[180/486] Loss: 0.500, Acc: 0.957, Base Lr: 7.21e-03
2024-05-02 15:14:30 transreid.train INFO: Epoch[18] Iter[190/486] Loss: 0.495, Acc: 0.957, Base Lr: 7.21e-03
2024-05-02 15:14:35 transreid.train INFO: Epoch[18] Iter[200/486] Loss: 0.492, Acc: 0.958, Base Lr: 7.21e-03
2024-05-02 15:14:41 transreid.train INFO: Epoch[18] Iter[210/486] Loss: 0.488, Acc: 0.958, Base Lr: 7.21e-03
2024-05-02 15:14:47 transreid.train INFO: Epoch[18] Iter[220/486] Loss: 0.488, Acc: 0.958, Base Lr: 7.21e-03
2024-05-02 15:14:52 transreid.train INFO: Epoch[18] Iter[230/486] Loss: 0.485, Acc: 0.959, Base Lr: 7.21e-03
2024-05-02 15:14:58 transreid.train INFO: Epoch[18] Iter[240/486] Loss: 0.482, Acc: 0.959, Base Lr: 7.21e-03
2024-05-02 15:15:04 transreid.train INFO: Epoch[18] Iter[250/486] Loss: 0.480, Acc: 0.959, Base Lr: 7.21e-03
2024-05-02 15:15:09 transreid.train INFO: Epoch[18] Iter[260/486] Loss: 0.482, Acc: 0.959, Base Lr: 7.21e-03
2024-05-02 15:15:15 transreid.train INFO: Epoch[18] Iter[270/486] Loss: 0.482, Acc: 0.960, Base Lr: 7.21e-03
2024-05-02 15:15:21 transreid.train INFO: Epoch[18] Iter[280/486] Loss: 0.477, Acc: 0.960, Base Lr: 7.21e-03
2024-05-02 15:15:26 transreid.train INFO: Epoch[18] Iter[290/486] Loss: 0.473, Acc: 0.960, Base Lr: 7.21e-03
2024-05-02 15:15:30 transreid.train INFO: Epoch[18] Iter[300/486] Loss: 0.472, Acc: 0.960, Base Lr: 7.21e-03
2024-05-02 15:15:35 transreid.train INFO: Epoch[18] Iter[310/486] Loss: 0.470, Acc: 0.961, Base Lr: 7.21e-03
2024-05-02 15:15:41 transreid.train INFO: Epoch[18] Iter[320/486] Loss: 0.466, Acc: 0.961, Base Lr: 7.21e-03
2024-05-02 15:15:47 transreid.train INFO: Epoch[18] Iter[330/486] Loss: 0.465, Acc: 0.961, Base Lr: 7.21e-03
2024-05-02 15:15:52 transreid.train INFO: Epoch[18] Iter[340/486] Loss: 0.462, Acc: 0.961, Base Lr: 7.21e-03
2024-05-02 15:15:58 transreid.train INFO: Epoch[18] Iter[350/486] Loss: 0.461, Acc: 0.962, Base Lr: 7.21e-03
2024-05-02 15:16:03 transreid.train INFO: Epoch[18] Iter[360/486] Loss: 0.459, Acc: 0.962, Base Lr: 7.21e-03
2024-05-02 15:16:09 transreid.train INFO: Epoch[18] Iter[370/486] Loss: 0.457, Acc: 0.962, Base Lr: 7.21e-03
2024-05-02 15:16:15 transreid.train INFO: Epoch[18] Iter[380/486] Loss: 0.457, Acc: 0.962, Base Lr: 7.21e-03
2024-05-02 15:16:20 transreid.train INFO: Epoch[18] Iter[390/486] Loss: 0.454, Acc: 0.963, Base Lr: 7.21e-03
2024-05-02 15:16:26 transreid.train INFO: Epoch[18] Iter[400/486] Loss: 0.452, Acc: 0.963, Base Lr: 7.21e-03
2024-05-02 15:16:32 transreid.train INFO: Epoch[18] Iter[410/486] Loss: 0.452, Acc: 0.963, Base Lr: 7.21e-03
2024-05-02 15:16:37 transreid.train INFO: Epoch[18] Iter[420/486] Loss: 0.450, Acc: 0.963, Base Lr: 7.21e-03
2024-05-02 15:16:43 transreid.train INFO: Epoch[18] Iter[430/486] Loss: 0.447, Acc: 0.964, Base Lr: 7.21e-03
2024-05-02 15:16:49 transreid.train INFO: Epoch[18] Iter[440/486] Loss: 0.448, Acc: 0.964, Base Lr: 7.21e-03
2024-05-02 15:16:54 transreid.train INFO: Epoch[18] Iter[450/486] Loss: 0.446, Acc: 0.964, Base Lr: 7.21e-03
2024-05-02 15:17:00 transreid.train INFO: Epoch[18] Iter[460/486] Loss: 0.444, Acc: 0.964, Base Lr: 7.21e-03
2024-05-02 15:17:05 transreid.train INFO: Epoch[18] Iter[470/486] Loss: 0.441, Acc: 0.965, Base Lr: 7.21e-03
2024-05-02 15:17:07 transreid.train INFO: Epoch 18 done. Time per epoch: 262.084[s] Speed: 115.7[samples/s]
2024-05-02 15:17:12 transreid.train INFO: Epoch[19] Iter[10/486] Loss: 0.815, Acc: 0.902, Base Lr: 7.60e-03
2024-05-02 15:17:18 transreid.train INFO: Epoch[19] Iter[20/486] Loss: 0.734, Acc: 0.917, Base Lr: 7.60e-03
2024-05-02 15:17:24 transreid.train INFO: Epoch[19] Iter[30/486] Loss: 0.676, Acc: 0.926, Base Lr: 7.60e-03
2024-05-02 15:17:29 transreid.train INFO: Epoch[19] Iter[40/486] Loss: 0.613, Acc: 0.937, Base Lr: 7.60e-03
2024-05-02 15:17:35 transreid.train INFO: Epoch[19] Iter[50/486] Loss: 0.592, Acc: 0.940, Base Lr: 7.60e-03
2024-05-02 15:17:40 transreid.train INFO: Epoch[19] Iter[60/486] Loss: 0.575, Acc: 0.942, Base Lr: 7.60e-03
2024-05-02 15:17:46 transreid.train INFO: Epoch[19] Iter[70/486] Loss: 0.554, Acc: 0.945, Base Lr: 7.60e-03
2024-05-02 15:17:51 transreid.train INFO: Epoch[19] Iter[80/486] Loss: 0.536, Acc: 0.946, Base Lr: 7.60e-03
2024-05-02 15:17:57 transreid.train INFO: Epoch[19] Iter[90/486] Loss: 0.521, Acc: 0.948, Base Lr: 7.60e-03
2024-05-02 15:18:02 transreid.train INFO: Epoch[19] Iter[100/486] Loss: 0.508, Acc: 0.950, Base Lr: 7.60e-03
2024-05-02 15:18:08 transreid.train INFO: Epoch[19] Iter[110/486] Loss: 0.500, Acc: 0.952, Base Lr: 7.60e-03
2024-05-02 15:18:14 transreid.train INFO: Epoch[19] Iter[120/486] Loss: 0.490, Acc: 0.954, Base Lr: 7.60e-03
2024-05-02 15:18:19 transreid.train INFO: Epoch[19] Iter[130/486] Loss: 0.482, Acc: 0.955, Base Lr: 7.60e-03
2024-05-02 15:18:25 transreid.train INFO: Epoch[19] Iter[140/486] Loss: 0.472, Acc: 0.956, Base Lr: 7.60e-03
2024-05-02 15:18:30 transreid.train INFO: Epoch[19] Iter[150/486] Loss: 0.467, Acc: 0.957, Base Lr: 7.60e-03
2024-05-02 15:18:36 transreid.train INFO: Epoch[19] Iter[160/486] Loss: 0.462, Acc: 0.957, Base Lr: 7.60e-03
2024-05-02 15:18:42 transreid.train INFO: Epoch[19] Iter[170/486] Loss: 0.461, Acc: 0.957, Base Lr: 7.60e-03
2024-05-02 15:18:46 transreid.train INFO: Epoch[19] Iter[180/486] Loss: 0.460, Acc: 0.958, Base Lr: 7.60e-03
2024-05-02 15:18:51 transreid.train INFO: Epoch[19] Iter[190/486] Loss: 0.462, Acc: 0.958, Base Lr: 7.60e-03
2024-05-02 15:18:56 transreid.train INFO: Epoch[19] Iter[200/486] Loss: 0.460, Acc: 0.959, Base Lr: 7.60e-03
2024-05-02 15:19:02 transreid.train INFO: Epoch[19] Iter[210/486] Loss: 0.458, Acc: 0.959, Base Lr: 7.60e-03
2024-05-02 15:19:08 transreid.train INFO: Epoch[19] Iter[220/486] Loss: 0.455, Acc: 0.959, Base Lr: 7.60e-03
2024-05-02 15:19:13 transreid.train INFO: Epoch[19] Iter[230/486] Loss: 0.454, Acc: 0.959, Base Lr: 7.60e-03
2024-05-02 15:19:19 transreid.train INFO: Epoch[19] Iter[240/486] Loss: 0.452, Acc: 0.959, Base Lr: 7.60e-03
2024-05-02 15:19:24 transreid.train INFO: Epoch[19] Iter[250/486] Loss: 0.451, Acc: 0.960, Base Lr: 7.60e-03
2024-05-02 15:19:30 transreid.train INFO: Epoch[19] Iter[260/486] Loss: 0.451, Acc: 0.960, Base Lr: 7.60e-03
2024-05-02 15:19:36 transreid.train INFO: Epoch[19] Iter[270/486] Loss: 0.448, Acc: 0.961, Base Lr: 7.60e-03
2024-05-02 15:19:41 transreid.train INFO: Epoch[19] Iter[280/486] Loss: 0.449, Acc: 0.960, Base Lr: 7.60e-03
2024-05-02 15:19:47 transreid.train INFO: Epoch[19] Iter[290/486] Loss: 0.447, Acc: 0.961, Base Lr: 7.60e-03
2024-05-02 15:19:52 transreid.train INFO: Epoch[19] Iter[300/486] Loss: 0.447, Acc: 0.961, Base Lr: 7.60e-03
2024-05-02 15:19:58 transreid.train INFO: Epoch[19] Iter[310/486] Loss: 0.446, Acc: 0.961, Base Lr: 7.60e-03
2024-05-02 15:20:04 transreid.train INFO: Epoch[19] Iter[320/486] Loss: 0.445, Acc: 0.961, Base Lr: 7.60e-03
2024-05-02 15:20:09 transreid.train INFO: Epoch[19] Iter[330/486] Loss: 0.441, Acc: 0.961, Base Lr: 7.60e-03
2024-05-02 15:20:15 transreid.train INFO: Epoch[19] Iter[340/486] Loss: 0.439, Acc: 0.962, Base Lr: 7.60e-03
2024-05-02 15:20:20 transreid.train INFO: Epoch[19] Iter[350/486] Loss: 0.437, Acc: 0.962, Base Lr: 7.60e-03
2024-05-02 15:20:25 transreid.train INFO: Epoch[19] Iter[360/486] Loss: 0.436, Acc: 0.962, Base Lr: 7.60e-03
2024-05-02 15:20:29 transreid.train INFO: Epoch[19] Iter[370/486] Loss: 0.436, Acc: 0.962, Base Lr: 7.60e-03
2024-05-02 15:20:35 transreid.train INFO: Epoch[19] Iter[380/486] Loss: 0.434, Acc: 0.963, Base Lr: 7.60e-03
2024-05-02 15:20:40 transreid.train INFO: Epoch[19] Iter[390/486] Loss: 0.431, Acc: 0.963, Base Lr: 7.60e-03
2024-05-02 15:20:46 transreid.train INFO: Epoch[19] Iter[400/486] Loss: 0.428, Acc: 0.964, Base Lr: 7.60e-03
2024-05-02 15:20:51 transreid.train INFO: Epoch[19] Iter[410/486] Loss: 0.425, Acc: 0.964, Base Lr: 7.60e-03
2024-05-02 15:20:57 transreid.train INFO: Epoch[19] Iter[420/486] Loss: 0.424, Acc: 0.964, Base Lr: 7.60e-03
2024-05-02 15:21:03 transreid.train INFO: Epoch[19] Iter[430/486] Loss: 0.422, Acc: 0.964, Base Lr: 7.60e-03
2024-05-02 15:21:08 transreid.train INFO: Epoch[19] Iter[440/486] Loss: 0.419, Acc: 0.965, Base Lr: 7.60e-03
2024-05-02 15:21:14 transreid.train INFO: Epoch[19] Iter[450/486] Loss: 0.416, Acc: 0.965, Base Lr: 7.60e-03
2024-05-02 15:21:20 transreid.train INFO: Epoch[19] Iter[460/486] Loss: 0.413, Acc: 0.965, Base Lr: 7.60e-03
2024-05-02 15:21:26 transreid.train INFO: Epoch[19] Iter[470/486] Loss: 0.412, Acc: 0.966, Base Lr: 7.60e-03
2024-05-02 15:21:28 transreid.train INFO: Epoch 19 done. Time per epoch: 261.185[s] Speed: 116.1[samples/s]
2024-05-02 15:21:34 transreid.train INFO: Epoch[20] Iter[10/486] Loss: 0.666, Acc: 0.909, Base Lr: 7.47e-03
2024-05-02 15:21:40 transreid.train INFO: Epoch[20] Iter[20/486] Loss: 0.545, Acc: 0.934, Base Lr: 7.47e-03
2024-05-02 15:21:45 transreid.train INFO: Epoch[20] Iter[30/486] Loss: 0.527, Acc: 0.943, Base Lr: 7.47e-03
2024-05-02 15:21:51 transreid.train INFO: Epoch[20] Iter[40/486] Loss: 0.520, Acc: 0.943, Base Lr: 7.47e-03
2024-05-02 15:21:57 transreid.train INFO: Epoch[20] Iter[50/486] Loss: 0.493, Acc: 0.951, Base Lr: 7.47e-03
2024-05-02 15:22:02 transreid.train INFO: Epoch[20] Iter[60/486] Loss: 0.485, Acc: 0.953, Base Lr: 7.47e-03
2024-05-02 15:22:06 transreid.train INFO: Epoch[20] Iter[70/486] Loss: 0.476, Acc: 0.955, Base Lr: 7.47e-03
2024-05-02 15:22:11 transreid.train INFO: Epoch[20] Iter[80/486] Loss: 0.460, Acc: 0.957, Base Lr: 7.47e-03
2024-05-02 15:22:17 transreid.train INFO: Epoch[20] Iter[90/486] Loss: 0.451, Acc: 0.959, Base Lr: 7.47e-03
2024-05-02 15:22:22 transreid.train INFO: Epoch[20] Iter[100/486] Loss: 0.439, Acc: 0.960, Base Lr: 7.47e-03
2024-05-02 15:22:28 transreid.train INFO: Epoch[20] Iter[110/486] Loss: 0.429, Acc: 0.961, Base Lr: 7.47e-03
2024-05-02 15:22:33 transreid.train INFO: Epoch[20] Iter[120/486] Loss: 0.427, Acc: 0.961, Base Lr: 7.47e-03
2024-05-02 15:22:39 transreid.train INFO: Epoch[20] Iter[130/486] Loss: 0.432, Acc: 0.960, Base Lr: 7.47e-03
2024-05-02 15:22:45 transreid.train INFO: Epoch[20] Iter[140/486] Loss: 0.433, Acc: 0.959, Base Lr: 7.47e-03
2024-05-02 15:22:50 transreid.train INFO: Epoch[20] Iter[150/486] Loss: 0.429, Acc: 0.960, Base Lr: 7.47e-03
2024-05-02 15:22:56 transreid.train INFO: Epoch[20] Iter[160/486] Loss: 0.425, Acc: 0.960, Base Lr: 7.47e-03
2024-05-02 15:23:01 transreid.train INFO: Epoch[20] Iter[170/486] Loss: 0.423, Acc: 0.960, Base Lr: 7.47e-03
2024-05-02 15:23:07 transreid.train INFO: Epoch[20] Iter[180/486] Loss: 0.421, Acc: 0.961, Base Lr: 7.47e-03
2024-05-02 15:23:13 transreid.train INFO: Epoch[20] Iter[190/486] Loss: 0.425, Acc: 0.960, Base Lr: 7.47e-03
2024-05-02 15:23:18 transreid.train INFO: Epoch[20] Iter[200/486] Loss: 0.423, Acc: 0.961, Base Lr: 7.47e-03
2024-05-02 15:23:24 transreid.train INFO: Epoch[20] Iter[210/486] Loss: 0.424, Acc: 0.961, Base Lr: 7.47e-03
2024-05-02 15:23:30 transreid.train INFO: Epoch[20] Iter[220/486] Loss: 0.421, Acc: 0.961, Base Lr: 7.47e-03
2024-05-02 15:23:35 transreid.train INFO: Epoch[20] Iter[230/486] Loss: 0.421, Acc: 0.962, Base Lr: 7.47e-03
2024-05-02 15:23:41 transreid.train INFO: Epoch[20] Iter[240/486] Loss: 0.420, Acc: 0.962, Base Lr: 7.47e-03
2024-05-02 15:23:45 transreid.train INFO: Epoch[20] Iter[250/486] Loss: 0.419, Acc: 0.963, Base Lr: 7.47e-03
2024-05-02 15:23:49 transreid.train INFO: Epoch[20] Iter[260/486] Loss: 0.419, Acc: 0.963, Base Lr: 7.47e-03
2024-05-02 15:23:55 transreid.train INFO: Epoch[20] Iter[270/486] Loss: 0.420, Acc: 0.963, Base Lr: 7.47e-03
2024-05-02 15:24:01 transreid.train INFO: Epoch[20] Iter[280/486] Loss: 0.420, Acc: 0.963, Base Lr: 7.47e-03
2024-05-02 15:24:06 transreid.train INFO: Epoch[20] Iter[290/486] Loss: 0.418, Acc: 0.963, Base Lr: 7.47e-03
2024-05-02 15:24:12 transreid.train INFO: Epoch[20] Iter[300/486] Loss: 0.419, Acc: 0.963, Base Lr: 7.47e-03
2024-05-02 15:24:17 transreid.train INFO: Epoch[20] Iter[310/486] Loss: 0.418, Acc: 0.964, Base Lr: 7.47e-03
2024-05-02 15:24:23 transreid.train INFO: Epoch[20] Iter[320/486] Loss: 0.417, Acc: 0.964, Base Lr: 7.47e-03
2024-05-02 15:24:28 transreid.train INFO: Epoch[20] Iter[330/486] Loss: 0.419, Acc: 0.964, Base Lr: 7.47e-03
2024-05-02 15:24:34 transreid.train INFO: Epoch[20] Iter[340/486] Loss: 0.419, Acc: 0.964, Base Lr: 7.47e-03
2024-05-02 15:24:40 transreid.train INFO: Epoch[20] Iter[350/486] Loss: 0.422, Acc: 0.964, Base Lr: 7.47e-03
2024-05-02 15:24:45 transreid.train INFO: Epoch[20] Iter[360/486] Loss: 0.422, Acc: 0.964, Base Lr: 7.47e-03
2024-05-02 15:24:51 transreid.train INFO: Epoch[20] Iter[370/486] Loss: 0.422, Acc: 0.964, Base Lr: 7.47e-03
2024-05-02 15:24:56 transreid.train INFO: Epoch[20] Iter[380/486] Loss: 0.421, Acc: 0.964, Base Lr: 7.47e-03
2024-05-02 15:25:02 transreid.train INFO: Epoch[20] Iter[390/486] Loss: 0.418, Acc: 0.964, Base Lr: 7.47e-03
2024-05-02 15:25:07 transreid.train INFO: Epoch[20] Iter[400/486] Loss: 0.419, Acc: 0.964, Base Lr: 7.47e-03
2024-05-02 15:25:13 transreid.train INFO: Epoch[20] Iter[410/486] Loss: 0.418, Acc: 0.964, Base Lr: 7.47e-03
2024-05-02 15:25:19 transreid.train INFO: Epoch[20] Iter[420/486] Loss: 0.417, Acc: 0.965, Base Lr: 7.47e-03
2024-05-02 15:25:24 transreid.train INFO: Epoch[20] Iter[430/486] Loss: 0.416, Acc: 0.965, Base Lr: 7.47e-03
2024-05-02 15:25:27 transreid.train INFO: Epoch[20] Iter[440/486] Loss: 0.415, Acc: 0.965, Base Lr: 7.47e-03
2024-05-02 15:25:33 transreid.train INFO: Epoch[20] Iter[450/486] Loss: 0.413, Acc: 0.965, Base Lr: 7.47e-03
2024-05-02 15:25:38 transreid.train INFO: Epoch[20] Iter[460/486] Loss: 0.412, Acc: 0.965, Base Lr: 7.47e-03
2024-05-02 15:25:44 transreid.train INFO: Epoch[20] Iter[470/486] Loss: 0.409, Acc: 0.966, Base Lr: 7.47e-03
2024-05-02 15:25:47 transreid.train INFO: Epoch 20 done. Time per epoch: 258.697[s] Speed: 117.3[samples/s]
2024-05-02 15:32:26 transreid.train INFO: Validation Results - Epoch: 20
2024-05-02 15:32:26 transreid.train INFO: mAP: 33.9%
2024-05-02 15:32:26 transreid.train INFO: CMC curve, Rank-1  :61.7%
2024-05-02 15:32:26 transreid.train INFO: CMC curve, Rank-5  :76.6%
2024-05-02 15:32:26 transreid.train INFO: CMC curve, Rank-10 :81.5%
2024-05-02 15:32:33 transreid.train INFO: Epoch[21] Iter[10/486] Loss: 0.573, Acc: 0.928, Base Lr: 7.41e-03
2024-05-02 15:32:39 transreid.train INFO: Epoch[21] Iter[20/486] Loss: 0.561, Acc: 0.938, Base Lr: 7.41e-03
2024-05-02 15:32:44 transreid.train INFO: Epoch[21] Iter[30/486] Loss: 0.524, Acc: 0.939, Base Lr: 7.41e-03
2024-05-02 15:32:50 transreid.train INFO: Epoch[21] Iter[40/486] Loss: 0.504, Acc: 0.946, Base Lr: 7.41e-03
2024-05-02 15:32:56 transreid.train INFO: Epoch[21] Iter[50/486] Loss: 0.480, Acc: 0.947, Base Lr: 7.41e-03
2024-05-02 15:33:02 transreid.train INFO: Epoch[21] Iter[60/486] Loss: 0.465, Acc: 0.951, Base Lr: 7.41e-03
2024-05-02 15:33:07 transreid.train INFO: Epoch[21] Iter[70/486] Loss: 0.455, Acc: 0.952, Base Lr: 7.41e-03
2024-05-02 15:33:13 transreid.train INFO: Epoch[21] Iter[80/486] Loss: 0.446, Acc: 0.954, Base Lr: 7.41e-03
2024-05-02 15:33:18 transreid.train INFO: Epoch[21] Iter[90/486] Loss: 0.438, Acc: 0.956, Base Lr: 7.41e-03
2024-05-02 15:33:24 transreid.train INFO: Epoch[21] Iter[100/486] Loss: 0.433, Acc: 0.957, Base Lr: 7.41e-03
2024-05-02 15:33:29 transreid.train INFO: Epoch[21] Iter[110/486] Loss: 0.432, Acc: 0.958, Base Lr: 7.41e-03
2024-05-02 15:33:35 transreid.train INFO: Epoch[21] Iter[120/486] Loss: 0.423, Acc: 0.960, Base Lr: 7.41e-03
2024-05-02 15:33:40 transreid.train INFO: Epoch[21] Iter[130/486] Loss: 0.416, Acc: 0.961, Base Lr: 7.41e-03
2024-05-02 15:33:44 transreid.train INFO: Epoch[21] Iter[140/486] Loss: 0.410, Acc: 0.961, Base Lr: 7.41e-03
2024-05-02 15:33:49 transreid.train INFO: Epoch[21] Iter[150/486] Loss: 0.401, Acc: 0.963, Base Lr: 7.41e-03
2024-05-02 15:33:55 transreid.train INFO: Epoch[21] Iter[160/486] Loss: 0.397, Acc: 0.964, Base Lr: 7.41e-03
2024-05-02 15:34:01 transreid.train INFO: Epoch[21] Iter[170/486] Loss: 0.395, Acc: 0.964, Base Lr: 7.41e-03
2024-05-02 15:34:06 transreid.train INFO: Epoch[21] Iter[180/486] Loss: 0.393, Acc: 0.965, Base Lr: 7.41e-03
2024-05-02 15:34:12 transreid.train INFO: Epoch[21] Iter[190/486] Loss: 0.393, Acc: 0.965, Base Lr: 7.41e-03
2024-05-02 15:34:17 transreid.train INFO: Epoch[21] Iter[200/486] Loss: 0.393, Acc: 0.965, Base Lr: 7.41e-03
2024-05-02 15:34:23 transreid.train INFO: Epoch[21] Iter[210/486] Loss: 0.387, Acc: 0.966, Base Lr: 7.41e-03
2024-05-02 15:34:29 transreid.train INFO: Epoch[21] Iter[220/486] Loss: 0.385, Acc: 0.966, Base Lr: 7.41e-03
2024-05-02 15:34:34 transreid.train INFO: Epoch[21] Iter[230/486] Loss: 0.384, Acc: 0.967, Base Lr: 7.41e-03
2024-05-02 15:34:40 transreid.train INFO: Epoch[21] Iter[240/486] Loss: 0.379, Acc: 0.967, Base Lr: 7.41e-03
2024-05-02 15:34:45 transreid.train INFO: Epoch[21] Iter[250/486] Loss: 0.380, Acc: 0.967, Base Lr: 7.41e-03
2024-05-02 15:34:51 transreid.train INFO: Epoch[21] Iter[260/486] Loss: 0.378, Acc: 0.967, Base Lr: 7.41e-03
2024-05-02 15:34:57 transreid.train INFO: Epoch[21] Iter[270/486] Loss: 0.377, Acc: 0.968, Base Lr: 7.41e-03
2024-05-02 15:35:02 transreid.train INFO: Epoch[21] Iter[280/486] Loss: 0.377, Acc: 0.968, Base Lr: 7.41e-03
2024-05-02 15:35:08 transreid.train INFO: Epoch[21] Iter[290/486] Loss: 0.375, Acc: 0.968, Base Lr: 7.41e-03
2024-05-02 15:35:13 transreid.train INFO: Epoch[21] Iter[300/486] Loss: 0.373, Acc: 0.968, Base Lr: 7.41e-03
2024-05-02 15:35:19 transreid.train INFO: Epoch[21] Iter[310/486] Loss: 0.373, Acc: 0.968, Base Lr: 7.41e-03
2024-05-02 15:35:22 transreid.train INFO: Epoch[21] Iter[320/486] Loss: 0.373, Acc: 0.968, Base Lr: 7.41e-03
2024-05-02 15:35:28 transreid.train INFO: Epoch[21] Iter[330/486] Loss: 0.373, Acc: 0.968, Base Lr: 7.41e-03
2024-05-02 15:35:33 transreid.train INFO: Epoch[21] Iter[340/486] Loss: 0.372, Acc: 0.968, Base Lr: 7.41e-03
2024-05-02 15:35:39 transreid.train INFO: Epoch[21] Iter[350/486] Loss: 0.370, Acc: 0.969, Base Lr: 7.41e-03
2024-05-02 15:35:45 transreid.train INFO: Epoch[21] Iter[360/486] Loss: 0.369, Acc: 0.969, Base Lr: 7.41e-03
2024-05-02 15:35:50 transreid.train INFO: Epoch[21] Iter[370/486] Loss: 0.369, Acc: 0.969, Base Lr: 7.41e-03
2024-05-02 15:35:56 transreid.train INFO: Epoch[21] Iter[380/486] Loss: 0.369, Acc: 0.969, Base Lr: 7.41e-03
2024-05-02 15:36:02 transreid.train INFO: Epoch[21] Iter[390/486] Loss: 0.368, Acc: 0.969, Base Lr: 7.41e-03
2024-05-02 15:36:07 transreid.train INFO: Epoch[21] Iter[400/486] Loss: 0.368, Acc: 0.969, Base Lr: 7.41e-03
2024-05-02 15:36:13 transreid.train INFO: Epoch[21] Iter[410/486] Loss: 0.367, Acc: 0.969, Base Lr: 7.41e-03
2024-05-02 15:36:19 transreid.train INFO: Epoch[21] Iter[420/486] Loss: 0.364, Acc: 0.969, Base Lr: 7.41e-03
2024-05-02 15:36:24 transreid.train INFO: Epoch[21] Iter[430/486] Loss: 0.363, Acc: 0.969, Base Lr: 7.41e-03
2024-05-02 15:36:30 transreid.train INFO: Epoch[21] Iter[440/486] Loss: 0.362, Acc: 0.969, Base Lr: 7.41e-03
2024-05-02 15:36:36 transreid.train INFO: Epoch[21] Iter[450/486] Loss: 0.362, Acc: 0.970, Base Lr: 7.41e-03
2024-05-02 15:36:41 transreid.train INFO: Epoch[21] Iter[460/486] Loss: 0.357, Acc: 0.970, Base Lr: 7.41e-03
2024-05-02 15:36:47 transreid.train INFO: Epoch[21] Iter[470/486] Loss: 0.357, Acc: 0.971, Base Lr: 7.41e-03
2024-05-02 15:36:50 transreid.train INFO: Epoch 21 done. Time per epoch: 263.704[s] Speed: 115.0[samples/s]
2024-05-02 15:36:57 transreid.train INFO: Epoch[22] Iter[10/486] Loss: 0.564, Acc: 0.928, Base Lr: 7.36e-03
2024-05-02 15:37:00 transreid.train INFO: Epoch[22] Iter[20/486] Loss: 0.529, Acc: 0.945, Base Lr: 7.36e-03
2024-05-02 15:37:06 transreid.train INFO: Epoch[22] Iter[30/486] Loss: 0.496, Acc: 0.951, Base Lr: 7.36e-03
2024-05-02 15:37:11 transreid.train INFO: Epoch[22] Iter[40/486] Loss: 0.479, Acc: 0.951, Base Lr: 7.36e-03
2024-05-02 15:37:17 transreid.train INFO: Epoch[22] Iter[50/486] Loss: 0.456, Acc: 0.956, Base Lr: 7.36e-03
2024-05-02 15:37:22 transreid.train INFO: Epoch[22] Iter[60/486] Loss: 0.430, Acc: 0.959, Base Lr: 7.36e-03
2024-05-02 15:37:28 transreid.train INFO: Epoch[22] Iter[70/486] Loss: 0.419, Acc: 0.960, Base Lr: 7.36e-03
2024-05-02 15:37:34 transreid.train INFO: Epoch[22] Iter[80/486] Loss: 0.410, Acc: 0.962, Base Lr: 7.36e-03
2024-05-02 15:37:40 transreid.train INFO: Epoch[22] Iter[90/486] Loss: 0.402, Acc: 0.964, Base Lr: 7.36e-03
2024-05-02 15:37:45 transreid.train INFO: Epoch[22] Iter[100/486] Loss: 0.387, Acc: 0.967, Base Lr: 7.36e-03
2024-05-02 15:37:51 transreid.train INFO: Epoch[22] Iter[110/486] Loss: 0.375, Acc: 0.968, Base Lr: 7.36e-03
2024-05-02 15:37:57 transreid.train INFO: Epoch[22] Iter[120/486] Loss: 0.366, Acc: 0.969, Base Lr: 7.36e-03
2024-05-02 15:38:02 transreid.train INFO: Epoch[22] Iter[130/486] Loss: 0.360, Acc: 0.970, Base Lr: 7.36e-03
2024-05-02 15:38:08 transreid.train INFO: Epoch[22] Iter[140/486] Loss: 0.355, Acc: 0.971, Base Lr: 7.36e-03
2024-05-02 15:38:13 transreid.train INFO: Epoch[22] Iter[150/486] Loss: 0.354, Acc: 0.971, Base Lr: 7.36e-03
2024-05-02 15:38:19 transreid.train INFO: Epoch[22] Iter[160/486] Loss: 0.349, Acc: 0.971, Base Lr: 7.36e-03
2024-05-02 15:38:25 transreid.train INFO: Epoch[22] Iter[170/486] Loss: 0.346, Acc: 0.972, Base Lr: 7.36e-03
2024-05-02 15:38:31 transreid.train INFO: Epoch[22] Iter[180/486] Loss: 0.341, Acc: 0.973, Base Lr: 7.36e-03
2024-05-02 15:38:36 transreid.train INFO: Epoch[22] Iter[190/486] Loss: 0.335, Acc: 0.973, Base Lr: 7.36e-03
2024-05-02 15:38:40 transreid.train INFO: Epoch[22] Iter[200/486] Loss: 0.331, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 15:38:45 transreid.train INFO: Epoch[22] Iter[210/486] Loss: 0.332, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 15:38:51 transreid.train INFO: Epoch[22] Iter[220/486] Loss: 0.333, Acc: 0.973, Base Lr: 7.36e-03
2024-05-02 15:38:57 transreid.train INFO: Epoch[22] Iter[230/486] Loss: 0.333, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 15:39:02 transreid.train INFO: Epoch[22] Iter[240/486] Loss: 0.334, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 15:39:08 transreid.train INFO: Epoch[22] Iter[250/486] Loss: 0.332, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 15:39:14 transreid.train INFO: Epoch[22] Iter[260/486] Loss: 0.330, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 15:39:19 transreid.train INFO: Epoch[22] Iter[270/486] Loss: 0.328, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 15:39:25 transreid.train INFO: Epoch[22] Iter[280/486] Loss: 0.328, Acc: 0.975, Base Lr: 7.36e-03
2024-05-02 15:39:31 transreid.train INFO: Epoch[22] Iter[290/486] Loss: 0.328, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 15:39:37 transreid.train INFO: Epoch[22] Iter[300/486] Loss: 0.328, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 15:39:42 transreid.train INFO: Epoch[22] Iter[310/486] Loss: 0.327, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 15:39:48 transreid.train INFO: Epoch[22] Iter[320/486] Loss: 0.326, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 15:39:53 transreid.train INFO: Epoch[22] Iter[330/486] Loss: 0.326, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 15:39:59 transreid.train INFO: Epoch[22] Iter[340/486] Loss: 0.327, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 15:40:05 transreid.train INFO: Epoch[22] Iter[350/486] Loss: 0.326, Acc: 0.974, Base Lr: 7.36e-03
2024-05-02 15:40:10 transreid.train INFO: Epoch[22] Iter[360/486] Loss: 0.324, Acc: 0.975, Base Lr: 7.36e-03
2024-05-02 15:40:16 transreid.train INFO: Epoch[22] Iter[370/486] Loss: 0.323, Acc: 0.975, Base Lr: 7.36e-03
2024-05-02 15:40:20 transreid.train INFO: Epoch[22] Iter[380/486] Loss: 0.321, Acc: 0.975, Base Lr: 7.36e-03
2024-05-02 15:40:25 transreid.train INFO: Epoch[22] Iter[390/486] Loss: 0.320, Acc: 0.975, Base Lr: 7.36e-03
2024-05-02 15:40:31 transreid.train INFO: Epoch[22] Iter[400/486] Loss: 0.319, Acc: 0.975, Base Lr: 7.36e-03
2024-05-02 15:40:36 transreid.train INFO: Epoch[22] Iter[410/486] Loss: 0.317, Acc: 0.975, Base Lr: 7.36e-03
2024-05-02 15:40:42 transreid.train INFO: Epoch[22] Iter[420/486] Loss: 0.316, Acc: 0.976, Base Lr: 7.36e-03
2024-05-02 15:40:48 transreid.train INFO: Epoch[22] Iter[430/486] Loss: 0.314, Acc: 0.976, Base Lr: 7.36e-03
2024-05-02 15:40:54 transreid.train INFO: Epoch[22] Iter[440/486] Loss: 0.313, Acc: 0.976, Base Lr: 7.36e-03
2024-05-02 15:40:59 transreid.train INFO: Epoch[22] Iter[450/486] Loss: 0.310, Acc: 0.976, Base Lr: 7.36e-03
2024-05-02 15:41:05 transreid.train INFO: Epoch[22] Iter[460/486] Loss: 0.309, Acc: 0.977, Base Lr: 7.36e-03
2024-05-02 15:41:11 transreid.train INFO: Epoch[22] Iter[470/486] Loss: 0.306, Acc: 0.977, Base Lr: 7.36e-03
2024-05-02 15:41:12 transreid.train INFO: Epoch 22 done. Time per epoch: 262.576[s] Speed: 115.0[samples/s]
2024-05-02 15:41:19 transreid.train INFO: Epoch[23] Iter[10/486] Loss: 0.505, Acc: 0.941, Base Lr: 7.30e-03
2024-05-02 15:41:25 transreid.train INFO: Epoch[23] Iter[20/486] Loss: 0.436, Acc: 0.954, Base Lr: 7.30e-03
2024-05-02 15:41:30 transreid.train INFO: Epoch[23] Iter[30/486] Loss: 0.393, Acc: 0.963, Base Lr: 7.30e-03
2024-05-02 15:41:36 transreid.train INFO: Epoch[23] Iter[40/486] Loss: 0.384, Acc: 0.964, Base Lr: 7.30e-03
2024-05-02 15:41:42 transreid.train INFO: Epoch[23] Iter[50/486] Loss: 0.363, Acc: 0.968, Base Lr: 7.30e-03
2024-05-02 15:41:48 transreid.train INFO: Epoch[23] Iter[60/486] Loss: 0.359, Acc: 0.967, Base Lr: 7.30e-03
2024-05-02 15:41:53 transreid.train INFO: Epoch[23] Iter[70/486] Loss: 0.346, Acc: 0.968, Base Lr: 7.30e-03
2024-05-02 15:41:57 transreid.train INFO: Epoch[23] Iter[80/486] Loss: 0.341, Acc: 0.969, Base Lr: 7.30e-03
2024-05-02 15:42:01 transreid.train INFO: Epoch[23] Iter[90/486] Loss: 0.341, Acc: 0.969, Base Lr: 7.30e-03
2024-05-02 15:42:07 transreid.train INFO: Epoch[23] Iter[100/486] Loss: 0.344, Acc: 0.970, Base Lr: 7.30e-03
2024-05-02 15:42:13 transreid.train INFO: Epoch[23] Iter[110/486] Loss: 0.343, Acc: 0.971, Base Lr: 7.30e-03
2024-05-02 15:42:18 transreid.train INFO: Epoch[23] Iter[120/486] Loss: 0.337, Acc: 0.971, Base Lr: 7.30e-03
2024-05-02 15:42:24 transreid.train INFO: Epoch[23] Iter[130/486] Loss: 0.336, Acc: 0.972, Base Lr: 7.30e-03
2024-05-02 15:42:29 transreid.train INFO: Epoch[23] Iter[140/486] Loss: 0.330, Acc: 0.972, Base Lr: 7.30e-03
2024-05-02 15:42:35 transreid.train INFO: Epoch[23] Iter[150/486] Loss: 0.328, Acc: 0.972, Base Lr: 7.30e-03
2024-05-02 15:42:41 transreid.train INFO: Epoch[23] Iter[160/486] Loss: 0.327, Acc: 0.972, Base Lr: 7.30e-03
2024-05-02 15:42:47 transreid.train INFO: Epoch[23] Iter[170/486] Loss: 0.324, Acc: 0.973, Base Lr: 7.30e-03
2024-05-02 15:42:53 transreid.train INFO: Epoch[23] Iter[180/486] Loss: 0.321, Acc: 0.973, Base Lr: 7.30e-03
2024-05-02 15:42:59 transreid.train INFO: Epoch[23] Iter[190/486] Loss: 0.318, Acc: 0.973, Base Lr: 7.30e-03
2024-05-02 15:43:04 transreid.train INFO: Epoch[23] Iter[200/486] Loss: 0.317, Acc: 0.974, Base Lr: 7.30e-03
2024-05-02 15:43:10 transreid.train INFO: Epoch[23] Iter[210/486] Loss: 0.313, Acc: 0.974, Base Lr: 7.30e-03
2024-05-02 15:43:16 transreid.train INFO: Epoch[23] Iter[220/486] Loss: 0.311, Acc: 0.974, Base Lr: 7.30e-03
2024-05-02 15:43:21 transreid.train INFO: Epoch[23] Iter[230/486] Loss: 0.305, Acc: 0.975, Base Lr: 7.30e-03
2024-05-02 15:43:26 transreid.train INFO: Epoch[23] Iter[240/486] Loss: 0.304, Acc: 0.975, Base Lr: 7.30e-03
2024-05-02 15:43:29 transreid.train INFO: Epoch[23] Iter[250/486] Loss: 0.302, Acc: 0.975, Base Lr: 7.30e-03
2024-05-02 15:43:33 transreid.train INFO: Epoch[23] Iter[260/486] Loss: 0.301, Acc: 0.976, Base Lr: 7.30e-03
2024-05-02 15:43:36 transreid.train INFO: Epoch[23] Iter[270/486] Loss: 0.300, Acc: 0.976, Base Lr: 7.30e-03
2024-05-02 15:43:39 transreid.train INFO: Epoch[23] Iter[280/486] Loss: 0.300, Acc: 0.976, Base Lr: 7.30e-03
2024-05-02 15:43:42 transreid.train INFO: Epoch[23] Iter[290/486] Loss: 0.298, Acc: 0.976, Base Lr: 7.30e-03
2024-05-02 15:43:45 transreid.train INFO: Epoch[23] Iter[300/486] Loss: 0.295, Acc: 0.977, Base Lr: 7.30e-03
2024-05-02 15:43:48 transreid.train INFO: Epoch[23] Iter[310/486] Loss: 0.294, Acc: 0.977, Base Lr: 7.30e-03
2024-05-02 15:43:51 transreid.train INFO: Epoch[23] Iter[320/486] Loss: 0.294, Acc: 0.977, Base Lr: 7.30e-03
2024-05-02 15:43:55 transreid.train INFO: Epoch[23] Iter[330/486] Loss: 0.291, Acc: 0.977, Base Lr: 7.30e-03
2024-05-02 15:43:58 transreid.train INFO: Epoch[23] Iter[340/486] Loss: 0.291, Acc: 0.977, Base Lr: 7.30e-03
2024-05-02 15:44:01 transreid.train INFO: Epoch[23] Iter[350/486] Loss: 0.291, Acc: 0.977, Base Lr: 7.30e-03
2024-05-02 15:44:04 transreid.train INFO: Epoch[23] Iter[360/486] Loss: 0.293, Acc: 0.977, Base Lr: 7.30e-03
2024-05-02 15:44:07 transreid.train INFO: Epoch[23] Iter[370/486] Loss: 0.293, Acc: 0.977, Base Lr: 7.30e-03
2024-05-02 15:44:10 transreid.train INFO: Epoch[23] Iter[380/486] Loss: 0.293, Acc: 0.977, Base Lr: 7.30e-03
2024-05-02 15:44:13 transreid.train INFO: Epoch[23] Iter[390/486] Loss: 0.293, Acc: 0.977, Base Lr: 7.30e-03
2024-05-02 15:44:16 transreid.train INFO: Epoch[23] Iter[400/486] Loss: 0.292, Acc: 0.977, Base Lr: 7.30e-03
2024-05-02 15:44:20 transreid.train INFO: Epoch[23] Iter[410/486] Loss: 0.292, Acc: 0.977, Base Lr: 7.30e-03
2024-05-02 15:44:23 transreid.train INFO: Epoch[23] Iter[420/486] Loss: 0.292, Acc: 0.978, Base Lr: 7.30e-03
2024-05-02 15:44:26 transreid.train INFO: Epoch[23] Iter[430/486] Loss: 0.291, Acc: 0.978, Base Lr: 7.30e-03
2024-05-02 15:44:29 transreid.train INFO: Epoch[23] Iter[440/486] Loss: 0.292, Acc: 0.978, Base Lr: 7.30e-03
2024-05-02 15:44:32 transreid.train INFO: Epoch[23] Iter[450/486] Loss: 0.291, Acc: 0.978, Base Lr: 7.30e-03
2024-05-02 15:44:35 transreid.train INFO: Epoch[23] Iter[460/486] Loss: 0.290, Acc: 0.978, Base Lr: 7.30e-03
2024-05-02 15:44:38 transreid.train INFO: Epoch[23] Iter[470/486] Loss: 0.288, Acc: 0.978, Base Lr: 7.30e-03
2024-05-02 15:44:40 transreid.train INFO: Epoch 23 done. Time per epoch: 207.777[s] Speed: 146.0[samples/s]
2024-05-02 15:44:45 transreid.train INFO: Epoch[24] Iter[10/486] Loss: 0.434, Acc: 0.955, Base Lr: 7.24e-03
2024-05-02 15:44:48 transreid.train INFO: Epoch[24] Iter[20/486] Loss: 0.390, Acc: 0.966, Base Lr: 7.24e-03
2024-05-02 15:44:51 transreid.train INFO: Epoch[24] Iter[30/486] Loss: 0.347, Acc: 0.970, Base Lr: 7.24e-03
2024-05-02 15:44:54 transreid.train INFO: Epoch[24] Iter[40/486] Loss: 0.322, Acc: 0.974, Base Lr: 7.24e-03
2024-05-02 15:44:57 transreid.train INFO: Epoch[24] Iter[50/486] Loss: 0.307, Acc: 0.974, Base Lr: 7.24e-03
2024-05-02 15:45:00 transreid.train INFO: Epoch[24] Iter[60/486] Loss: 0.301, Acc: 0.974, Base Lr: 7.24e-03
2024-05-02 15:45:03 transreid.train INFO: Epoch[24] Iter[70/486] Loss: 0.302, Acc: 0.975, Base Lr: 7.24e-03
2024-05-02 15:45:07 transreid.train INFO: Epoch[24] Iter[80/486] Loss: 0.296, Acc: 0.976, Base Lr: 7.24e-03
2024-05-02 15:45:10 transreid.train INFO: Epoch[24] Iter[90/486] Loss: 0.294, Acc: 0.977, Base Lr: 7.24e-03
2024-05-02 15:45:13 transreid.train INFO: Epoch[24] Iter[100/486] Loss: 0.296, Acc: 0.976, Base Lr: 7.24e-03
2024-05-02 15:45:16 transreid.train INFO: Epoch[24] Iter[110/486] Loss: 0.292, Acc: 0.977, Base Lr: 7.24e-03
2024-05-02 15:45:19 transreid.train INFO: Epoch[24] Iter[120/486] Loss: 0.288, Acc: 0.978, Base Lr: 7.24e-03
2024-05-02 15:45:22 transreid.train INFO: Epoch[24] Iter[130/486] Loss: 0.282, Acc: 0.979, Base Lr: 7.24e-03
2024-05-02 15:45:25 transreid.train INFO: Epoch[24] Iter[140/486] Loss: 0.278, Acc: 0.980, Base Lr: 7.24e-03
2024-05-02 15:45:28 transreid.train INFO: Epoch[24] Iter[150/486] Loss: 0.279, Acc: 0.980, Base Lr: 7.24e-03
2024-05-02 15:45:32 transreid.train INFO: Epoch[24] Iter[160/486] Loss: 0.279, Acc: 0.980, Base Lr: 7.24e-03
2024-05-02 15:45:35 transreid.train INFO: Epoch[24] Iter[170/486] Loss: 0.277, Acc: 0.980, Base Lr: 7.24e-03
2024-05-02 15:45:38 transreid.train INFO: Epoch[24] Iter[180/486] Loss: 0.273, Acc: 0.980, Base Lr: 7.24e-03
2024-05-02 15:45:41 transreid.train INFO: Epoch[24] Iter[190/486] Loss: 0.272, Acc: 0.980, Base Lr: 7.24e-03
2024-05-02 15:45:44 transreid.train INFO: Epoch[24] Iter[200/486] Loss: 0.270, Acc: 0.980, Base Lr: 7.24e-03
2024-05-02 15:45:50 transreid.train INFO: Epoch[24] Iter[210/486] Loss: 0.268, Acc: 0.980, Base Lr: 7.24e-03
2024-05-02 15:45:56 transreid.train INFO: Epoch[24] Iter[220/486] Loss: 0.265, Acc: 0.981, Base Lr: 7.24e-03
2024-05-02 15:46:02 transreid.train INFO: Epoch[24] Iter[230/486] Loss: 0.263, Acc: 0.981, Base Lr: 7.24e-03
2024-05-02 15:46:07 transreid.train INFO: Epoch[24] Iter[240/486] Loss: 0.262, Acc: 0.981, Base Lr: 7.24e-03
2024-05-02 15:46:13 transreid.train INFO: Epoch[24] Iter[250/486] Loss: 0.262, Acc: 0.981, Base Lr: 7.24e-03
2024-05-02 15:46:19 transreid.train INFO: Epoch[24] Iter[260/486] Loss: 0.260, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:46:24 transreid.train INFO: Epoch[24] Iter[270/486] Loss: 0.259, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:46:30 transreid.train INFO: Epoch[24] Iter[280/486] Loss: 0.257, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:46:36 transreid.train INFO: Epoch[24] Iter[290/486] Loss: 0.259, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:46:41 transreid.train INFO: Epoch[24] Iter[300/486] Loss: 0.259, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:46:47 transreid.train INFO: Epoch[24] Iter[310/486] Loss: 0.262, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:46:53 transreid.train INFO: Epoch[24] Iter[320/486] Loss: 0.264, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:46:58 transreid.train INFO: Epoch[24] Iter[330/486] Loss: 0.263, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:47:04 transreid.train INFO: Epoch[24] Iter[340/486] Loss: 0.263, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:47:10 transreid.train INFO: Epoch[24] Iter[350/486] Loss: 0.263, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:47:15 transreid.train INFO: Epoch[24] Iter[360/486] Loss: 0.265, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:47:21 transreid.train INFO: Epoch[24] Iter[370/486] Loss: 0.265, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:47:24 transreid.train INFO: Epoch[24] Iter[380/486] Loss: 0.265, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:47:29 transreid.train INFO: Epoch[24] Iter[390/486] Loss: 0.265, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:47:35 transreid.train INFO: Epoch[24] Iter[400/486] Loss: 0.264, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:47:41 transreid.train INFO: Epoch[24] Iter[410/486] Loss: 0.263, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:47:47 transreid.train INFO: Epoch[24] Iter[420/486] Loss: 0.264, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:47:52 transreid.train INFO: Epoch[24] Iter[430/486] Loss: 0.263, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:47:58 transreid.train INFO: Epoch[24] Iter[440/486] Loss: 0.262, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:48:03 transreid.train INFO: Epoch[24] Iter[450/486] Loss: 0.261, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:48:09 transreid.train INFO: Epoch[24] Iter[460/486] Loss: 0.260, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:48:15 transreid.train INFO: Epoch[24] Iter[470/486] Loss: 0.258, Acc: 0.982, Base Lr: 7.24e-03
2024-05-02 15:48:17 transreid.train INFO: Epoch 24 done. Time per epoch: 217.407[s] Speed: 139.5[samples/s]
2024-05-02 15:48:25 transreid.train INFO: Epoch[25] Iter[10/486] Loss: 0.363, Acc: 0.948, Base Lr: 7.18e-03
2024-05-02 15:48:31 transreid.train INFO: Epoch[25] Iter[20/486] Loss: 0.302, Acc: 0.962, Base Lr: 7.18e-03
2024-05-02 15:48:36 transreid.train INFO: Epoch[25] Iter[30/486] Loss: 0.301, Acc: 0.965, Base Lr: 7.18e-03
2024-05-02 15:48:42 transreid.train INFO: Epoch[25] Iter[40/486] Loss: 0.286, Acc: 0.969, Base Lr: 7.18e-03
2024-05-02 15:48:47 transreid.train INFO: Epoch[25] Iter[50/486] Loss: 0.281, Acc: 0.972, Base Lr: 7.18e-03
2024-05-02 15:48:53 transreid.train INFO: Epoch[25] Iter[60/486] Loss: 0.271, Acc: 0.974, Base Lr: 7.18e-03
2024-05-02 15:48:59 transreid.train INFO: Epoch[25] Iter[70/486] Loss: 0.264, Acc: 0.975, Base Lr: 7.18e-03
2024-05-02 15:49:02 transreid.train INFO: Epoch[25] Iter[80/486] Loss: 0.257, Acc: 0.978, Base Lr: 7.18e-03
2024-05-02 15:49:07 transreid.train INFO: Epoch[25] Iter[90/486] Loss: 0.252, Acc: 0.979, Base Lr: 7.18e-03
2024-05-02 15:49:13 transreid.train INFO: Epoch[25] Iter[100/486] Loss: 0.251, Acc: 0.980, Base Lr: 7.18e-03
2024-05-02 15:49:19 transreid.train INFO: Epoch[25] Iter[110/486] Loss: 0.250, Acc: 0.980, Base Lr: 7.18e-03
2024-05-02 15:49:24 transreid.train INFO: Epoch[25] Iter[120/486] Loss: 0.252, Acc: 0.980, Base Lr: 7.18e-03
2024-05-02 15:49:30 transreid.train INFO: Epoch[25] Iter[130/486] Loss: 0.252, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:49:35 transreid.train INFO: Epoch[25] Iter[140/486] Loss: 0.249, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:49:41 transreid.train INFO: Epoch[25] Iter[150/486] Loss: 0.249, Acc: 0.980, Base Lr: 7.18e-03
2024-05-02 15:49:47 transreid.train INFO: Epoch[25] Iter[160/486] Loss: 0.251, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:49:52 transreid.train INFO: Epoch[25] Iter[170/486] Loss: 0.251, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:49:58 transreid.train INFO: Epoch[25] Iter[180/486] Loss: 0.252, Acc: 0.980, Base Lr: 7.18e-03
2024-05-02 15:50:04 transreid.train INFO: Epoch[25] Iter[190/486] Loss: 0.251, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:50:09 transreid.train INFO: Epoch[25] Iter[200/486] Loss: 0.248, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:50:15 transreid.train INFO: Epoch[25] Iter[210/486] Loss: 0.245, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:50:20 transreid.train INFO: Epoch[25] Iter[220/486] Loss: 0.245, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:50:26 transreid.train INFO: Epoch[25] Iter[230/486] Loss: 0.245, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:50:31 transreid.train INFO: Epoch[25] Iter[240/486] Loss: 0.246, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:50:37 transreid.train INFO: Epoch[25] Iter[250/486] Loss: 0.244, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:50:41 transreid.train INFO: Epoch[25] Iter[260/486] Loss: 0.242, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:50:45 transreid.train INFO: Epoch[25] Iter[270/486] Loss: 0.244, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:50:51 transreid.train INFO: Epoch[25] Iter[280/486] Loss: 0.246, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:50:56 transreid.train INFO: Epoch[25] Iter[290/486] Loss: 0.245, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:51:02 transreid.train INFO: Epoch[25] Iter[300/486] Loss: 0.244, Acc: 0.982, Base Lr: 7.18e-03
2024-05-02 15:51:07 transreid.train INFO: Epoch[25] Iter[310/486] Loss: 0.244, Acc: 0.982, Base Lr: 7.18e-03
2024-05-02 15:51:13 transreid.train INFO: Epoch[25] Iter[320/486] Loss: 0.243, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:51:18 transreid.train INFO: Epoch[25] Iter[330/486] Loss: 0.244, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:51:24 transreid.train INFO: Epoch[25] Iter[340/486] Loss: 0.244, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:51:30 transreid.train INFO: Epoch[25] Iter[350/486] Loss: 0.245, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:51:35 transreid.train INFO: Epoch[25] Iter[360/486] Loss: 0.245, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:51:41 transreid.train INFO: Epoch[25] Iter[370/486] Loss: 0.243, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:51:47 transreid.train INFO: Epoch[25] Iter[380/486] Loss: 0.244, Acc: 0.981, Base Lr: 7.18e-03
2024-05-02 15:51:52 transreid.train INFO: Epoch[25] Iter[390/486] Loss: 0.243, Acc: 0.982, Base Lr: 7.18e-03
2024-05-02 15:51:58 transreid.train INFO: Epoch[25] Iter[400/486] Loss: 0.241, Acc: 0.982, Base Lr: 7.18e-03
2024-05-02 15:52:03 transreid.train INFO: Epoch[25] Iter[410/486] Loss: 0.240, Acc: 0.982, Base Lr: 7.18e-03
2024-05-02 15:52:09 transreid.train INFO: Epoch[25] Iter[420/486] Loss: 0.238, Acc: 0.982, Base Lr: 7.18e-03
2024-05-02 15:52:14 transreid.train INFO: Epoch[25] Iter[430/486] Loss: 0.237, Acc: 0.982, Base Lr: 7.18e-03
2024-05-02 15:52:20 transreid.train INFO: Epoch[25] Iter[440/486] Loss: 0.236, Acc: 0.982, Base Lr: 7.18e-03
2024-05-02 15:52:24 transreid.train INFO: Epoch[25] Iter[450/486] Loss: 0.235, Acc: 0.982, Base Lr: 7.18e-03
2024-05-02 15:52:29 transreid.train INFO: Epoch[25] Iter[460/486] Loss: 0.234, Acc: 0.983, Base Lr: 7.18e-03
2024-05-02 15:52:34 transreid.train INFO: Epoch[25] Iter[470/486] Loss: 0.232, Acc: 0.983, Base Lr: 7.18e-03
2024-05-02 15:52:37 transreid.train INFO: Epoch 25 done. Time per epoch: 260.072[s] Speed: 116.9[samples/s]
2024-05-02 15:52:45 transreid.train INFO: Epoch[26] Iter[10/486] Loss: 0.306, Acc: 0.967, Base Lr: 7.11e-03
2024-05-02 15:52:50 transreid.train INFO: Epoch[26] Iter[20/486] Loss: 0.285, Acc: 0.974, Base Lr: 7.11e-03
2024-05-02 15:52:56 transreid.train INFO: Epoch[26] Iter[30/486] Loss: 0.287, Acc: 0.974, Base Lr: 7.11e-03
2024-05-02 15:53:01 transreid.train INFO: Epoch[26] Iter[40/486] Loss: 0.275, Acc: 0.978, Base Lr: 7.11e-03
2024-05-02 15:53:07 transreid.train INFO: Epoch[26] Iter[50/486] Loss: 0.262, Acc: 0.979, Base Lr: 7.11e-03
2024-05-02 15:53:12 transreid.train INFO: Epoch[26] Iter[60/486] Loss: 0.257, Acc: 0.979, Base Lr: 7.11e-03
2024-05-02 15:53:18 transreid.train INFO: Epoch[26] Iter[70/486] Loss: 0.250, Acc: 0.979, Base Lr: 7.11e-03
2024-05-02 15:53:24 transreid.train INFO: Epoch[26] Iter[80/486] Loss: 0.248, Acc: 0.980, Base Lr: 7.11e-03
2024-05-02 15:53:29 transreid.train INFO: Epoch[26] Iter[90/486] Loss: 0.251, Acc: 0.980, Base Lr: 7.11e-03
2024-05-02 15:53:35 transreid.train INFO: Epoch[26] Iter[100/486] Loss: 0.248, Acc: 0.980, Base Lr: 7.11e-03
2024-05-02 15:53:40 transreid.train INFO: Epoch[26] Iter[110/486] Loss: 0.246, Acc: 0.980, Base Lr: 7.11e-03
2024-05-02 15:53:46 transreid.train INFO: Epoch[26] Iter[120/486] Loss: 0.247, Acc: 0.980, Base Lr: 7.11e-03
2024-05-02 15:53:52 transreid.train INFO: Epoch[26] Iter[130/486] Loss: 0.248, Acc: 0.981, Base Lr: 7.11e-03
2024-05-02 15:53:57 transreid.train INFO: Epoch[26] Iter[140/486] Loss: 0.245, Acc: 0.981, Base Lr: 7.11e-03
2024-05-02 15:54:01 transreid.train INFO: Epoch[26] Iter[150/486] Loss: 0.249, Acc: 0.981, Base Lr: 7.11e-03
2024-05-02 15:54:06 transreid.train INFO: Epoch[26] Iter[160/486] Loss: 0.247, Acc: 0.982, Base Lr: 7.11e-03
2024-05-02 15:54:12 transreid.train INFO: Epoch[26] Iter[170/486] Loss: 0.248, Acc: 0.981, Base Lr: 7.11e-03
2024-05-02 15:54:17 transreid.train INFO: Epoch[26] Iter[180/486] Loss: 0.247, Acc: 0.982, Base Lr: 7.11e-03
2024-05-02 15:54:23 transreid.train INFO: Epoch[26] Iter[190/486] Loss: 0.246, Acc: 0.982, Base Lr: 7.11e-03
2024-05-02 15:54:29 transreid.train INFO: Epoch[26] Iter[200/486] Loss: 0.245, Acc: 0.982, Base Lr: 7.11e-03
2024-05-02 15:54:34 transreid.train INFO: Epoch[26] Iter[210/486] Loss: 0.241, Acc: 0.982, Base Lr: 7.11e-03
2024-05-02 15:54:40 transreid.train INFO: Epoch[26] Iter[220/486] Loss: 0.241, Acc: 0.982, Base Lr: 7.11e-03
2024-05-02 15:54:46 transreid.train INFO: Epoch[26] Iter[230/486] Loss: 0.243, Acc: 0.981, Base Lr: 7.11e-03
2024-05-02 15:54:51 transreid.train INFO: Epoch[26] Iter[240/486] Loss: 0.242, Acc: 0.982, Base Lr: 7.11e-03
2024-05-02 15:54:57 transreid.train INFO: Epoch[26] Iter[250/486] Loss: 0.244, Acc: 0.981, Base Lr: 7.11e-03
2024-05-02 15:55:03 transreid.train INFO: Epoch[26] Iter[260/486] Loss: 0.241, Acc: 0.981, Base Lr: 7.11e-03
2024-05-02 15:55:08 transreid.train INFO: Epoch[26] Iter[270/486] Loss: 0.240, Acc: 0.982, Base Lr: 7.11e-03
2024-05-02 15:55:14 transreid.train INFO: Epoch[26] Iter[280/486] Loss: 0.243, Acc: 0.981, Base Lr: 7.11e-03
2024-05-02 15:55:20 transreid.train INFO: Epoch[26] Iter[290/486] Loss: 0.241, Acc: 0.981, Base Lr: 7.11e-03
2024-05-02 15:55:25 transreid.train INFO: Epoch[26] Iter[300/486] Loss: 0.240, Acc: 0.982, Base Lr: 7.11e-03
2024-05-02 15:55:31 transreid.train INFO: Epoch[26] Iter[310/486] Loss: 0.240, Acc: 0.982, Base Lr: 7.11e-03
2024-05-02 15:55:36 transreid.train INFO: Epoch[26] Iter[320/486] Loss: 0.240, Acc: 0.982, Base Lr: 7.11e-03
2024-05-02 15:55:41 transreid.train INFO: Epoch[26] Iter[330/486] Loss: 0.239, Acc: 0.982, Base Lr: 7.11e-03
2024-05-02 15:55:45 transreid.train INFO: Epoch[26] Iter[340/486] Loss: 0.240, Acc: 0.982, Base Lr: 7.11e-03
2024-05-02 15:55:51 transreid.train INFO: Epoch[26] Iter[350/486] Loss: 0.239, Acc: 0.982, Base Lr: 7.11e-03
2024-05-02 15:55:57 transreid.train INFO: Epoch[26] Iter[360/486] Loss: 0.240, Acc: 0.982, Base Lr: 7.11e-03
2024-05-02 15:56:02 transreid.train INFO: Epoch[26] Iter[370/486] Loss: 0.239, Acc: 0.982, Base Lr: 7.11e-03
2024-05-02 15:56:08 transreid.train INFO: Epoch[26] Iter[380/486] Loss: 0.237, Acc: 0.983, Base Lr: 7.11e-03
2024-05-02 15:56:13 transreid.train INFO: Epoch[26] Iter[390/486] Loss: 0.237, Acc: 0.983, Base Lr: 7.11e-03
2024-05-02 15:56:19 transreid.train INFO: Epoch[26] Iter[400/486] Loss: 0.236, Acc: 0.983, Base Lr: 7.11e-03
2024-05-02 15:56:25 transreid.train INFO: Epoch[26] Iter[410/486] Loss: 0.235, Acc: 0.983, Base Lr: 7.11e-03
2024-05-02 15:56:30 transreid.train INFO: Epoch[26] Iter[420/486] Loss: 0.234, Acc: 0.983, Base Lr: 7.11e-03
2024-05-02 15:56:36 transreid.train INFO: Epoch[26] Iter[430/486] Loss: 0.232, Acc: 0.983, Base Lr: 7.11e-03
2024-05-02 15:56:42 transreid.train INFO: Epoch[26] Iter[440/486] Loss: 0.232, Acc: 0.983, Base Lr: 7.11e-03
2024-05-02 15:56:47 transreid.train INFO: Epoch[26] Iter[450/486] Loss: 0.233, Acc: 0.983, Base Lr: 7.11e-03
2024-05-02 15:56:53 transreid.train INFO: Epoch[26] Iter[460/486] Loss: 0.231, Acc: 0.983, Base Lr: 7.11e-03
2024-05-02 15:56:59 transreid.train INFO: Epoch[26] Iter[470/486] Loss: 0.230, Acc: 0.983, Base Lr: 7.11e-03
2024-05-02 15:57:02 transreid.train INFO: Epoch 26 done. Time per epoch: 264.597[s] Speed: 114.9[samples/s]
2024-05-02 15:57:09 transreid.train INFO: Epoch[27] Iter[10/486] Loss: 0.374, Acc: 0.970, Base Lr: 7.04e-03
2024-05-02 15:57:15 transreid.train INFO: Epoch[27] Iter[20/486] Loss: 0.313, Acc: 0.980, Base Lr: 7.04e-03
2024-05-02 15:57:19 transreid.train INFO: Epoch[27] Iter[30/486] Loss: 0.290, Acc: 0.979, Base Lr: 7.04e-03
2024-05-02 15:57:24 transreid.train INFO: Epoch[27] Iter[40/486] Loss: 0.290, Acc: 0.979, Base Lr: 7.04e-03
2024-05-02 15:57:29 transreid.train INFO: Epoch[27] Iter[50/486] Loss: 0.282, Acc: 0.980, Base Lr: 7.04e-03
2024-05-02 15:57:35 transreid.train INFO: Epoch[27] Iter[60/486] Loss: 0.266, Acc: 0.982, Base Lr: 7.04e-03
2024-05-02 15:57:40 transreid.train INFO: Epoch[27] Iter[70/486] Loss: 0.266, Acc: 0.982, Base Lr: 7.04e-03
2024-05-02 15:57:46 transreid.train INFO: Epoch[27] Iter[80/486] Loss: 0.265, Acc: 0.982, Base Lr: 7.04e-03
2024-05-02 15:57:51 transreid.train INFO: Epoch[27] Iter[90/486] Loss: 0.260, Acc: 0.982, Base Lr: 7.04e-03
2024-05-02 15:57:57 transreid.train INFO: Epoch[27] Iter[100/486] Loss: 0.255, Acc: 0.982, Base Lr: 7.04e-03
2024-05-02 15:58:03 transreid.train INFO: Epoch[27] Iter[110/486] Loss: 0.249, Acc: 0.983, Base Lr: 7.04e-03
2024-05-02 15:58:08 transreid.train INFO: Epoch[27] Iter[120/486] Loss: 0.242, Acc: 0.983, Base Lr: 7.04e-03
2024-05-02 15:58:14 transreid.train INFO: Epoch[27] Iter[130/486] Loss: 0.238, Acc: 0.983, Base Lr: 7.04e-03
2024-05-02 15:58:20 transreid.train INFO: Epoch[27] Iter[140/486] Loss: 0.238, Acc: 0.983, Base Lr: 7.04e-03
2024-05-02 15:58:25 transreid.train INFO: Epoch[27] Iter[150/486] Loss: 0.237, Acc: 0.984, Base Lr: 7.04e-03
2024-05-02 15:58:31 transreid.train INFO: Epoch[27] Iter[160/486] Loss: 0.233, Acc: 0.984, Base Lr: 7.04e-03
2024-05-02 15:58:37 transreid.train INFO: Epoch[27] Iter[170/486] Loss: 0.233, Acc: 0.984, Base Lr: 7.04e-03
2024-05-02 15:58:42 transreid.train INFO: Epoch[27] Iter[180/486] Loss: 0.231, Acc: 0.984, Base Lr: 7.04e-03
2024-05-02 15:58:48 transreid.train INFO: Epoch[27] Iter[190/486] Loss: 0.228, Acc: 0.984, Base Lr: 7.04e-03
2024-05-02 15:58:54 transreid.train INFO: Epoch[27] Iter[200/486] Loss: 0.225, Acc: 0.984, Base Lr: 7.04e-03
2024-05-02 15:58:59 transreid.train INFO: Epoch[27] Iter[210/486] Loss: 0.222, Acc: 0.984, Base Lr: 7.04e-03
2024-05-02 15:59:02 transreid.train INFO: Epoch[27] Iter[220/486] Loss: 0.225, Acc: 0.984, Base Lr: 7.04e-03
2024-05-02 15:59:08 transreid.train INFO: Epoch[27] Iter[230/486] Loss: 0.225, Acc: 0.984, Base Lr: 7.04e-03
2024-05-02 15:59:13 transreid.train INFO: Epoch[27] Iter[240/486] Loss: 0.222, Acc: 0.984, Base Lr: 7.04e-03
2024-05-02 15:59:19 transreid.train INFO: Epoch[27] Iter[250/486] Loss: 0.223, Acc: 0.984, Base Lr: 7.04e-03
2024-05-02 15:59:25 transreid.train INFO: Epoch[27] Iter[260/486] Loss: 0.222, Acc: 0.984, Base Lr: 7.04e-03
2024-05-02 15:59:30 transreid.train INFO: Epoch[27] Iter[270/486] Loss: 0.219, Acc: 0.984, Base Lr: 7.04e-03
2024-05-02 15:59:36 transreid.train INFO: Epoch[27] Iter[280/486] Loss: 0.218, Acc: 0.984, Base Lr: 7.04e-03
2024-05-02 15:59:41 transreid.train INFO: Epoch[27] Iter[290/486] Loss: 0.218, Acc: 0.984, Base Lr: 7.04e-03
2024-05-02 15:59:47 transreid.train INFO: Epoch[27] Iter[300/486] Loss: 0.216, Acc: 0.984, Base Lr: 7.04e-03
2024-05-02 15:59:53 transreid.train INFO: Epoch[27] Iter[310/486] Loss: 0.214, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 15:59:58 transreid.train INFO: Epoch[27] Iter[320/486] Loss: 0.213, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 16:00:04 transreid.train INFO: Epoch[27] Iter[330/486] Loss: 0.213, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 16:00:09 transreid.train INFO: Epoch[27] Iter[340/486] Loss: 0.212, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 16:00:15 transreid.train INFO: Epoch[27] Iter[350/486] Loss: 0.212, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 16:00:21 transreid.train INFO: Epoch[27] Iter[360/486] Loss: 0.211, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 16:00:27 transreid.train INFO: Epoch[27] Iter[370/486] Loss: 0.211, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 16:00:32 transreid.train INFO: Epoch[27] Iter[380/486] Loss: 0.213, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 16:00:38 transreid.train INFO: Epoch[27] Iter[390/486] Loss: 0.212, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 16:00:41 transreid.train INFO: Epoch[27] Iter[400/486] Loss: 0.211, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 16:00:47 transreid.train INFO: Epoch[27] Iter[410/486] Loss: 0.213, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 16:00:52 transreid.train INFO: Epoch[27] Iter[420/486] Loss: 0.213, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 16:00:58 transreid.train INFO: Epoch[27] Iter[430/486] Loss: 0.212, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 16:01:04 transreid.train INFO: Epoch[27] Iter[440/486] Loss: 0.211, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 16:01:09 transreid.train INFO: Epoch[27] Iter[450/486] Loss: 0.211, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 16:01:15 transreid.train INFO: Epoch[27] Iter[460/486] Loss: 0.211, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 16:01:21 transreid.train INFO: Epoch[27] Iter[470/486] Loss: 0.209, Acc: 0.985, Base Lr: 7.04e-03
2024-05-02 16:01:24 transreid.train INFO: Epoch 27 done. Time per epoch: 261.716[s] Speed: 116.2[samples/s]
2024-05-02 16:01:31 transreid.train INFO: Epoch[28] Iter[10/486] Loss: 0.281, Acc: 0.970, Base Lr: 6.97e-03
2024-05-02 16:01:37 transreid.train INFO: Epoch[28] Iter[20/486] Loss: 0.230, Acc: 0.982, Base Lr: 6.97e-03
2024-05-02 16:01:43 transreid.train INFO: Epoch[28] Iter[30/486] Loss: 0.228, Acc: 0.983, Base Lr: 6.97e-03
2024-05-02 16:01:49 transreid.train INFO: Epoch[28] Iter[40/486] Loss: 0.237, Acc: 0.982, Base Lr: 6.97e-03
2024-05-02 16:01:54 transreid.train INFO: Epoch[28] Iter[50/486] Loss: 0.228, Acc: 0.982, Base Lr: 6.97e-03
2024-05-02 16:02:00 transreid.train INFO: Epoch[28] Iter[60/486] Loss: 0.222, Acc: 0.983, Base Lr: 6.97e-03
2024-05-02 16:02:06 transreid.train INFO: Epoch[28] Iter[70/486] Loss: 0.213, Acc: 0.984, Base Lr: 6.97e-03
2024-05-02 16:02:12 transreid.train INFO: Epoch[28] Iter[80/486] Loss: 0.209, Acc: 0.986, Base Lr: 6.97e-03
2024-05-02 16:02:17 transreid.train INFO: Epoch[28] Iter[90/486] Loss: 0.207, Acc: 0.985, Base Lr: 6.97e-03
2024-05-02 16:02:20 transreid.train INFO: Epoch[28] Iter[100/486] Loss: 0.201, Acc: 0.986, Base Lr: 6.97e-03
2024-05-02 16:02:26 transreid.train INFO: Epoch[28] Iter[110/486] Loss: 0.199, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:02:32 transreid.train INFO: Epoch[28] Iter[120/486] Loss: 0.200, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:02:37 transreid.train INFO: Epoch[28] Iter[130/486] Loss: 0.200, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:02:43 transreid.train INFO: Epoch[28] Iter[140/486] Loss: 0.196, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:02:49 transreid.train INFO: Epoch[28] Iter[150/486] Loss: 0.197, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:02:54 transreid.train INFO: Epoch[28] Iter[160/486] Loss: 0.196, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:03:00 transreid.train INFO: Epoch[28] Iter[170/486] Loss: 0.194, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:03:06 transreid.train INFO: Epoch[28] Iter[180/486] Loss: 0.192, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:03:11 transreid.train INFO: Epoch[28] Iter[190/486] Loss: 0.193, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:03:17 transreid.train INFO: Epoch[28] Iter[200/486] Loss: 0.191, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:03:23 transreid.train INFO: Epoch[28] Iter[210/486] Loss: 0.190, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:03:29 transreid.train INFO: Epoch[28] Iter[220/486] Loss: 0.190, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:03:34 transreid.train INFO: Epoch[28] Iter[230/486] Loss: 0.190, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:03:40 transreid.train INFO: Epoch[28] Iter[240/486] Loss: 0.187, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:03:46 transreid.train INFO: Epoch[28] Iter[250/486] Loss: 0.185, Acc: 0.988, Base Lr: 6.97e-03
2024-05-02 16:03:51 transreid.train INFO: Epoch[28] Iter[260/486] Loss: 0.185, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:03:57 transreid.train INFO: Epoch[28] Iter[270/486] Loss: 0.184, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:04:00 transreid.train INFO: Epoch[28] Iter[280/486] Loss: 0.184, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:04:06 transreid.train INFO: Epoch[28] Iter[290/486] Loss: 0.184, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:04:11 transreid.train INFO: Epoch[28] Iter[300/486] Loss: 0.183, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:04:17 transreid.train INFO: Epoch[28] Iter[310/486] Loss: 0.181, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:04:22 transreid.train INFO: Epoch[28] Iter[320/486] Loss: 0.181, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:04:28 transreid.train INFO: Epoch[28] Iter[330/486] Loss: 0.179, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:04:34 transreid.train INFO: Epoch[28] Iter[340/486] Loss: 0.179, Acc: 0.988, Base Lr: 6.97e-03
2024-05-02 16:04:39 transreid.train INFO: Epoch[28] Iter[350/486] Loss: 0.178, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:04:44 transreid.train INFO: Epoch[28] Iter[360/486] Loss: 0.179, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:04:50 transreid.train INFO: Epoch[28] Iter[370/486] Loss: 0.178, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:04:56 transreid.train INFO: Epoch[28] Iter[380/486] Loss: 0.179, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:05:01 transreid.train INFO: Epoch[28] Iter[390/486] Loss: 0.179, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:05:07 transreid.train INFO: Epoch[28] Iter[400/486] Loss: 0.179, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:05:12 transreid.train INFO: Epoch[28] Iter[410/486] Loss: 0.180, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:05:18 transreid.train INFO: Epoch[28] Iter[420/486] Loss: 0.180, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:05:24 transreid.train INFO: Epoch[28] Iter[430/486] Loss: 0.181, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:05:29 transreid.train INFO: Epoch[28] Iter[440/486] Loss: 0.180, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:05:35 transreid.train INFO: Epoch[28] Iter[450/486] Loss: 0.181, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:05:39 transreid.train INFO: Epoch[28] Iter[460/486] Loss: 0.181, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:05:43 transreid.train INFO: Epoch[28] Iter[470/486] Loss: 0.180, Acc: 0.987, Base Lr: 6.97e-03
2024-05-02 16:05:45 transreid.train INFO: Epoch 28 done. Time per epoch: 261.683[s] Speed: 115.7[samples/s]
2024-05-02 16:05:53 transreid.train INFO: Epoch[29] Iter[10/486] Loss: 0.235, Acc: 0.981, Base Lr: 6.90e-03
2024-05-02 16:05:58 transreid.train INFO: Epoch[29] Iter[20/486] Loss: 0.219, Acc: 0.980, Base Lr: 6.90e-03
2024-05-02 16:06:03 transreid.train INFO: Epoch[29] Iter[30/486] Loss: 0.225, Acc: 0.982, Base Lr: 6.90e-03
2024-05-02 16:06:09 transreid.train INFO: Epoch[29] Iter[40/486] Loss: 0.221, Acc: 0.983, Base Lr: 6.90e-03
2024-05-02 16:06:14 transreid.train INFO: Epoch[29] Iter[50/486] Loss: 0.210, Acc: 0.984, Base Lr: 6.90e-03
2024-05-02 16:06:19 transreid.train INFO: Epoch[29] Iter[60/486] Loss: 0.207, Acc: 0.985, Base Lr: 6.90e-03
2024-05-02 16:06:25 transreid.train INFO: Epoch[29] Iter[70/486] Loss: 0.202, Acc: 0.986, Base Lr: 6.90e-03
2024-05-02 16:06:30 transreid.train INFO: Epoch[29] Iter[80/486] Loss: 0.203, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:06:36 transreid.train INFO: Epoch[29] Iter[90/486] Loss: 0.199, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:06:41 transreid.train INFO: Epoch[29] Iter[100/486] Loss: 0.195, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:06:46 transreid.train INFO: Epoch[29] Iter[110/486] Loss: 0.202, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:06:52 transreid.train INFO: Epoch[29] Iter[120/486] Loss: 0.200, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:06:58 transreid.train INFO: Epoch[29] Iter[130/486] Loss: 0.197, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:07:03 transreid.train INFO: Epoch[29] Iter[140/486] Loss: 0.194, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:07:08 transreid.train INFO: Epoch[29] Iter[150/486] Loss: 0.194, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:07:14 transreid.train INFO: Epoch[29] Iter[160/486] Loss: 0.196, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:07:19 transreid.train INFO: Epoch[29] Iter[170/486] Loss: 0.194, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:07:22 transreid.train INFO: Epoch[29] Iter[180/486] Loss: 0.195, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:07:28 transreid.train INFO: Epoch[29] Iter[190/486] Loss: 0.191, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:07:33 transreid.train INFO: Epoch[29] Iter[200/486] Loss: 0.190, Acc: 0.988, Base Lr: 6.90e-03
2024-05-02 16:07:38 transreid.train INFO: Epoch[29] Iter[210/486] Loss: 0.188, Acc: 0.988, Base Lr: 6.90e-03
2024-05-02 16:07:44 transreid.train INFO: Epoch[29] Iter[220/486] Loss: 0.187, Acc: 0.988, Base Lr: 6.90e-03
2024-05-02 16:07:49 transreid.train INFO: Epoch[29] Iter[230/486] Loss: 0.185, Acc: 0.988, Base Lr: 6.90e-03
2024-05-02 16:07:55 transreid.train INFO: Epoch[29] Iter[240/486] Loss: 0.185, Acc: 0.988, Base Lr: 6.90e-03
2024-05-02 16:08:00 transreid.train INFO: Epoch[29] Iter[250/486] Loss: 0.185, Acc: 0.988, Base Lr: 6.90e-03
2024-05-02 16:08:06 transreid.train INFO: Epoch[29] Iter[260/486] Loss: 0.185, Acc: 0.988, Base Lr: 6.90e-03
2024-05-02 16:08:11 transreid.train INFO: Epoch[29] Iter[270/486] Loss: 0.185, Acc: 0.988, Base Lr: 6.90e-03
2024-05-02 16:08:17 transreid.train INFO: Epoch[29] Iter[280/486] Loss: 0.183, Acc: 0.988, Base Lr: 6.90e-03
2024-05-02 16:08:22 transreid.train INFO: Epoch[29] Iter[290/486] Loss: 0.182, Acc: 0.988, Base Lr: 6.90e-03
2024-05-02 16:08:28 transreid.train INFO: Epoch[29] Iter[300/486] Loss: 0.181, Acc: 0.988, Base Lr: 6.90e-03
2024-05-02 16:08:33 transreid.train INFO: Epoch[29] Iter[310/486] Loss: 0.182, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:08:39 transreid.train INFO: Epoch[29] Iter[320/486] Loss: 0.183, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:08:44 transreid.train INFO: Epoch[29] Iter[330/486] Loss: 0.183, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:08:50 transreid.train INFO: Epoch[29] Iter[340/486] Loss: 0.182, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:08:55 transreid.train INFO: Epoch[29] Iter[350/486] Loss: 0.180, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:09:00 transreid.train INFO: Epoch[29] Iter[360/486] Loss: 0.180, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:09:04 transreid.train INFO: Epoch[29] Iter[370/486] Loss: 0.180, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:09:09 transreid.train INFO: Epoch[29] Iter[380/486] Loss: 0.179, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:09:15 transreid.train INFO: Epoch[29] Iter[390/486] Loss: 0.178, Acc: 0.988, Base Lr: 6.90e-03
2024-05-02 16:09:20 transreid.train INFO: Epoch[29] Iter[400/486] Loss: 0.179, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:09:26 transreid.train INFO: Epoch[29] Iter[410/486] Loss: 0.179, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:09:32 transreid.train INFO: Epoch[29] Iter[420/486] Loss: 0.178, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:09:37 transreid.train INFO: Epoch[29] Iter[430/486] Loss: 0.177, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:09:43 transreid.train INFO: Epoch[29] Iter[440/486] Loss: 0.176, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:09:49 transreid.train INFO: Epoch[29] Iter[450/486] Loss: 0.176, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:09:54 transreid.train INFO: Epoch[29] Iter[460/486] Loss: 0.176, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:10:00 transreid.train INFO: Epoch[29] Iter[470/486] Loss: 0.176, Acc: 0.987, Base Lr: 6.90e-03
2024-05-02 16:10:02 transreid.train INFO: Epoch 29 done. Time per epoch: 256.741[s] Speed: 117.9[samples/s]
2024-05-02 16:10:09 transreid.train INFO: Epoch[30] Iter[10/486] Loss: 0.252, Acc: 0.975, Base Lr: 6.83e-03
2024-05-02 16:10:15 transreid.train INFO: Epoch[30] Iter[20/486] Loss: 0.263, Acc: 0.976, Base Lr: 6.83e-03
2024-05-02 16:10:20 transreid.train INFO: Epoch[30] Iter[30/486] Loss: 0.248, Acc: 0.980, Base Lr: 6.83e-03
2024-05-02 16:10:26 transreid.train INFO: Epoch[30] Iter[40/486] Loss: 0.239, Acc: 0.982, Base Lr: 6.83e-03
2024-05-02 16:10:32 transreid.train INFO: Epoch[30] Iter[50/486] Loss: 0.233, Acc: 0.982, Base Lr: 6.83e-03
2024-05-02 16:10:37 transreid.train INFO: Epoch[30] Iter[60/486] Loss: 0.226, Acc: 0.984, Base Lr: 6.83e-03
2024-05-02 16:10:41 transreid.train INFO: Epoch[30] Iter[70/486] Loss: 0.219, Acc: 0.984, Base Lr: 6.83e-03
2024-05-02 16:10:46 transreid.train INFO: Epoch[30] Iter[80/486] Loss: 0.211, Acc: 0.985, Base Lr: 6.83e-03
2024-05-02 16:10:52 transreid.train INFO: Epoch[30] Iter[90/486] Loss: 0.205, Acc: 0.986, Base Lr: 6.83e-03
2024-05-02 16:10:57 transreid.train INFO: Epoch[30] Iter[100/486] Loss: 0.199, Acc: 0.987, Base Lr: 6.83e-03
2024-05-02 16:11:03 transreid.train INFO: Epoch[30] Iter[110/486] Loss: 0.201, Acc: 0.986, Base Lr: 6.83e-03
2024-05-02 16:11:09 transreid.train INFO: Epoch[30] Iter[120/486] Loss: 0.200, Acc: 0.986, Base Lr: 6.83e-03
2024-05-02 16:11:14 transreid.train INFO: Epoch[30] Iter[130/486] Loss: 0.200, Acc: 0.985, Base Lr: 6.83e-03
2024-05-02 16:11:20 transreid.train INFO: Epoch[30] Iter[140/486] Loss: 0.199, Acc: 0.986, Base Lr: 6.83e-03
2024-05-02 16:11:26 transreid.train INFO: Epoch[30] Iter[150/486] Loss: 0.198, Acc: 0.986, Base Lr: 6.83e-03
2024-05-02 16:11:31 transreid.train INFO: Epoch[30] Iter[160/486] Loss: 0.195, Acc: 0.986, Base Lr: 6.83e-03
2024-05-02 16:11:37 transreid.train INFO: Epoch[30] Iter[170/486] Loss: 0.191, Acc: 0.986, Base Lr: 6.83e-03
2024-05-02 16:11:42 transreid.train INFO: Epoch[30] Iter[180/486] Loss: 0.191, Acc: 0.986, Base Lr: 6.83e-03
2024-05-02 16:11:48 transreid.train INFO: Epoch[30] Iter[190/486] Loss: 0.188, Acc: 0.987, Base Lr: 6.83e-03
2024-05-02 16:11:54 transreid.train INFO: Epoch[30] Iter[200/486] Loss: 0.185, Acc: 0.987, Base Lr: 6.83e-03
2024-05-02 16:11:59 transreid.train INFO: Epoch[30] Iter[210/486] Loss: 0.185, Acc: 0.987, Base Lr: 6.83e-03
2024-05-02 16:12:05 transreid.train INFO: Epoch[30] Iter[220/486] Loss: 0.182, Acc: 0.987, Base Lr: 6.83e-03
2024-05-02 16:12:10 transreid.train INFO: Epoch[30] Iter[230/486] Loss: 0.181, Acc: 0.987, Base Lr: 6.83e-03
2024-05-02 16:12:16 transreid.train INFO: Epoch[30] Iter[240/486] Loss: 0.179, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:12:20 transreid.train INFO: Epoch[30] Iter[250/486] Loss: 0.179, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:12:24 transreid.train INFO: Epoch[30] Iter[260/486] Loss: 0.177, Acc: 0.987, Base Lr: 6.83e-03
2024-05-02 16:12:30 transreid.train INFO: Epoch[30] Iter[270/486] Loss: 0.177, Acc: 0.987, Base Lr: 6.83e-03
2024-05-02 16:12:36 transreid.train INFO: Epoch[30] Iter[280/486] Loss: 0.177, Acc: 0.987, Base Lr: 6.83e-03
2024-05-02 16:12:41 transreid.train INFO: Epoch[30] Iter[290/486] Loss: 0.175, Acc: 0.987, Base Lr: 6.83e-03
2024-05-02 16:12:46 transreid.train INFO: Epoch[30] Iter[300/486] Loss: 0.173, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:12:52 transreid.train INFO: Epoch[30] Iter[310/486] Loss: 0.171, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:12:57 transreid.train INFO: Epoch[30] Iter[320/486] Loss: 0.170, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:13:03 transreid.train INFO: Epoch[30] Iter[330/486] Loss: 0.170, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:13:08 transreid.train INFO: Epoch[30] Iter[340/486] Loss: 0.169, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:13:14 transreid.train INFO: Epoch[30] Iter[350/486] Loss: 0.168, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:13:19 transreid.train INFO: Epoch[30] Iter[360/486] Loss: 0.167, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:13:25 transreid.train INFO: Epoch[30] Iter[370/486] Loss: 0.166, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:13:31 transreid.train INFO: Epoch[30] Iter[380/486] Loss: 0.166, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:13:36 transreid.train INFO: Epoch[30] Iter[390/486] Loss: 0.165, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:13:42 transreid.train INFO: Epoch[30] Iter[400/486] Loss: 0.165, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:13:47 transreid.train INFO: Epoch[30] Iter[410/486] Loss: 0.164, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:13:53 transreid.train INFO: Epoch[30] Iter[420/486] Loss: 0.164, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:13:59 transreid.train INFO: Epoch[30] Iter[430/486] Loss: 0.164, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:14:02 transreid.train INFO: Epoch[30] Iter[440/486] Loss: 0.163, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:14:07 transreid.train INFO: Epoch[30] Iter[450/486] Loss: 0.163, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:14:12 transreid.train INFO: Epoch[30] Iter[460/486] Loss: 0.162, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:14:18 transreid.train INFO: Epoch[30] Iter[470/486] Loss: 0.161, Acc: 0.988, Base Lr: 6.83e-03
2024-05-02 16:14:21 transreid.train INFO: Epoch 30 done. Time per epoch: 258.550[s] Speed: 117.3[samples/s]
2024-05-02 16:14:28 transreid.train INFO: Epoch[31] Iter[10/486] Loss: 0.267, Acc: 0.973, Base Lr: 6.76e-03
2024-05-02 16:14:33 transreid.train INFO: Epoch[31] Iter[20/486] Loss: 0.217, Acc: 0.980, Base Lr: 6.76e-03
2024-05-02 16:14:39 transreid.train INFO: Epoch[31] Iter[30/486] Loss: 0.214, Acc: 0.983, Base Lr: 6.76e-03
2024-05-02 16:14:45 transreid.train INFO: Epoch[31] Iter[40/486] Loss: 0.198, Acc: 0.985, Base Lr: 6.76e-03
2024-05-02 16:14:50 transreid.train INFO: Epoch[31] Iter[50/486] Loss: 0.190, Acc: 0.986, Base Lr: 6.76e-03
2024-05-02 16:14:56 transreid.train INFO: Epoch[31] Iter[60/486] Loss: 0.182, Acc: 0.986, Base Lr: 6.76e-03
2024-05-02 16:15:01 transreid.train INFO: Epoch[31] Iter[70/486] Loss: 0.175, Acc: 0.986, Base Lr: 6.76e-03
2024-05-02 16:15:07 transreid.train INFO: Epoch[31] Iter[80/486] Loss: 0.175, Acc: 0.986, Base Lr: 6.76e-03
2024-05-02 16:15:13 transreid.train INFO: Epoch[31] Iter[90/486] Loss: 0.173, Acc: 0.987, Base Lr: 6.76e-03
2024-05-02 16:15:18 transreid.train INFO: Epoch[31] Iter[100/486] Loss: 0.169, Acc: 0.988, Base Lr: 6.76e-03
2024-05-02 16:15:24 transreid.train INFO: Epoch[31] Iter[110/486] Loss: 0.168, Acc: 0.988, Base Lr: 6.76e-03
2024-05-02 16:15:29 transreid.train INFO: Epoch[31] Iter[120/486] Loss: 0.165, Acc: 0.988, Base Lr: 6.76e-03
2024-05-02 16:15:34 transreid.train INFO: Epoch[31] Iter[130/486] Loss: 0.164, Acc: 0.988, Base Lr: 6.76e-03
2024-05-02 16:15:39 transreid.train INFO: Epoch[31] Iter[140/486] Loss: 0.167, Acc: 0.988, Base Lr: 6.76e-03
2024-05-02 16:15:43 transreid.train INFO: Epoch[31] Iter[150/486] Loss: 0.167, Acc: 0.988, Base Lr: 6.76e-03
2024-05-02 16:15:48 transreid.train INFO: Epoch[31] Iter[160/486] Loss: 0.166, Acc: 0.988, Base Lr: 6.76e-03
2024-05-02 16:15:54 transreid.train INFO: Epoch[31] Iter[170/486] Loss: 0.163, Acc: 0.988, Base Lr: 6.76e-03
2024-05-02 16:16:00 transreid.train INFO: Epoch[31] Iter[180/486] Loss: 0.161, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:16:05 transreid.train INFO: Epoch[31] Iter[190/486] Loss: 0.158, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:16:11 transreid.train INFO: Epoch[31] Iter[200/486] Loss: 0.157, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:16:17 transreid.train INFO: Epoch[31] Iter[210/486] Loss: 0.154, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:16:22 transreid.train INFO: Epoch[31] Iter[220/486] Loss: 0.154, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:16:28 transreid.train INFO: Epoch[31] Iter[230/486] Loss: 0.154, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:16:34 transreid.train INFO: Epoch[31] Iter[240/486] Loss: 0.153, Acc: 0.990, Base Lr: 6.76e-03
2024-05-02 16:16:39 transreid.train INFO: Epoch[31] Iter[250/486] Loss: 0.154, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:16:45 transreid.train INFO: Epoch[31] Iter[260/486] Loss: 0.156, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:16:51 transreid.train INFO: Epoch[31] Iter[270/486] Loss: 0.158, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:16:56 transreid.train INFO: Epoch[31] Iter[280/486] Loss: 0.158, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:17:02 transreid.train INFO: Epoch[31] Iter[290/486] Loss: 0.158, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:17:08 transreid.train INFO: Epoch[31] Iter[300/486] Loss: 0.156, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:17:13 transreid.train INFO: Epoch[31] Iter[310/486] Loss: 0.156, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:17:19 transreid.train INFO: Epoch[31] Iter[320/486] Loss: 0.156, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:17:22 transreid.train INFO: Epoch[31] Iter[330/486] Loss: 0.156, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:17:28 transreid.train INFO: Epoch[31] Iter[340/486] Loss: 0.156, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:17:33 transreid.train INFO: Epoch[31] Iter[350/486] Loss: 0.154, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:17:39 transreid.train INFO: Epoch[31] Iter[360/486] Loss: 0.155, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:17:44 transreid.train INFO: Epoch[31] Iter[370/486] Loss: 0.154, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:17:50 transreid.train INFO: Epoch[31] Iter[380/486] Loss: 0.154, Acc: 0.990, Base Lr: 6.76e-03
2024-05-02 16:17:56 transreid.train INFO: Epoch[31] Iter[390/486] Loss: 0.154, Acc: 0.990, Base Lr: 6.76e-03
2024-05-02 16:18:01 transreid.train INFO: Epoch[31] Iter[400/486] Loss: 0.154, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:18:07 transreid.train INFO: Epoch[31] Iter[410/486] Loss: 0.153, Acc: 0.990, Base Lr: 6.76e-03
2024-05-02 16:18:13 transreid.train INFO: Epoch[31] Iter[420/486] Loss: 0.153, Acc: 0.990, Base Lr: 6.76e-03
2024-05-02 16:18:19 transreid.train INFO: Epoch[31] Iter[430/486] Loss: 0.153, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:18:24 transreid.train INFO: Epoch[31] Iter[440/486] Loss: 0.153, Acc: 0.989, Base Lr: 6.76e-03
2024-05-02 16:18:30 transreid.train INFO: Epoch[31] Iter[450/486] Loss: 0.152, Acc: 0.990, Base Lr: 6.76e-03
2024-05-02 16:18:36 transreid.train INFO: Epoch[31] Iter[460/486] Loss: 0.151, Acc: 0.990, Base Lr: 6.76e-03
2024-05-02 16:18:41 transreid.train INFO: Epoch[31] Iter[470/486] Loss: 0.151, Acc: 0.990, Base Lr: 6.76e-03
2024-05-02 16:18:44 transreid.train INFO: Epoch 31 done. Time per epoch: 262.857[s] Speed: 115.2[samples/s]
2024-05-02 16:18:51 transreid.train INFO: Epoch[32] Iter[10/486] Loss: 0.199, Acc: 0.981, Base Lr: 6.68e-03
2024-05-02 16:18:57 transreid.train INFO: Epoch[32] Iter[20/486] Loss: 0.176, Acc: 0.984, Base Lr: 6.68e-03
2024-05-02 16:19:00 transreid.train INFO: Epoch[32] Iter[30/486] Loss: 0.181, Acc: 0.985, Base Lr: 6.68e-03
2024-05-02 16:19:05 transreid.train INFO: Epoch[32] Iter[40/486] Loss: 0.182, Acc: 0.986, Base Lr: 6.68e-03
2024-05-02 16:19:10 transreid.train INFO: Epoch[32] Iter[50/486] Loss: 0.168, Acc: 0.987, Base Lr: 6.68e-03
2024-05-02 16:19:16 transreid.train INFO: Epoch[32] Iter[60/486] Loss: 0.171, Acc: 0.988, Base Lr: 6.68e-03
2024-05-02 16:19:22 transreid.train INFO: Epoch[32] Iter[70/486] Loss: 0.174, Acc: 0.987, Base Lr: 6.68e-03
2024-05-02 16:19:27 transreid.train INFO: Epoch[32] Iter[80/486] Loss: 0.168, Acc: 0.988, Base Lr: 6.68e-03
2024-05-02 16:19:33 transreid.train INFO: Epoch[32] Iter[90/486] Loss: 0.169, Acc: 0.987, Base Lr: 6.68e-03
2024-05-02 16:19:39 transreid.train INFO: Epoch[32] Iter[100/486] Loss: 0.178, Acc: 0.987, Base Lr: 6.68e-03
2024-05-02 16:19:44 transreid.train INFO: Epoch[32] Iter[110/486] Loss: 0.171, Acc: 0.988, Base Lr: 6.68e-03
2024-05-02 16:19:50 transreid.train INFO: Epoch[32] Iter[120/486] Loss: 0.168, Acc: 0.989, Base Lr: 6.68e-03
2024-05-02 16:19:56 transreid.train INFO: Epoch[32] Iter[130/486] Loss: 0.163, Acc: 0.989, Base Lr: 6.68e-03
2024-05-02 16:20:01 transreid.train INFO: Epoch[32] Iter[140/486] Loss: 0.162, Acc: 0.989, Base Lr: 6.68e-03
2024-05-02 16:20:07 transreid.train INFO: Epoch[32] Iter[150/486] Loss: 0.159, Acc: 0.989, Base Lr: 6.68e-03
2024-05-02 16:20:12 transreid.train INFO: Epoch[32] Iter[160/486] Loss: 0.156, Acc: 0.990, Base Lr: 6.68e-03
2024-05-02 16:20:18 transreid.train INFO: Epoch[32] Iter[170/486] Loss: 0.153, Acc: 0.990, Base Lr: 6.68e-03
2024-05-02 16:20:24 transreid.train INFO: Epoch[32] Iter[180/486] Loss: 0.150, Acc: 0.990, Base Lr: 6.68e-03
2024-05-02 16:20:28 transreid.train INFO: Epoch[32] Iter[190/486] Loss: 0.148, Acc: 0.990, Base Lr: 6.68e-03
2024-05-02 16:20:32 transreid.train INFO: Epoch[32] Iter[200/486] Loss: 0.149, Acc: 0.990, Base Lr: 6.68e-03
2024-05-02 16:20:35 transreid.train INFO: Epoch[32] Iter[210/486] Loss: 0.147, Acc: 0.990, Base Lr: 6.68e-03
2024-05-02 16:20:38 transreid.train INFO: Epoch[32] Iter[220/486] Loss: 0.145, Acc: 0.990, Base Lr: 6.68e-03
2024-05-02 16:20:41 transreid.train INFO: Epoch[32] Iter[230/486] Loss: 0.144, Acc: 0.990, Base Lr: 6.68e-03
2024-05-02 16:20:44 transreid.train INFO: Epoch[32] Iter[240/486] Loss: 0.144, Acc: 0.990, Base Lr: 6.68e-03
2024-05-02 16:20:47 transreid.train INFO: Epoch[32] Iter[250/486] Loss: 0.142, Acc: 0.990, Base Lr: 6.68e-03
2024-05-02 16:20:50 transreid.train INFO: Epoch[32] Iter[260/486] Loss: 0.139, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:20:53 transreid.train INFO: Epoch[32] Iter[270/486] Loss: 0.140, Acc: 0.990, Base Lr: 6.68e-03
2024-05-02 16:20:56 transreid.train INFO: Epoch[32] Iter[280/486] Loss: 0.140, Acc: 0.990, Base Lr: 6.68e-03
2024-05-02 16:21:00 transreid.train INFO: Epoch[32] Iter[290/486] Loss: 0.139, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:03 transreid.train INFO: Epoch[32] Iter[300/486] Loss: 0.139, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:06 transreid.train INFO: Epoch[32] Iter[310/486] Loss: 0.139, Acc: 0.990, Base Lr: 6.68e-03
2024-05-02 16:21:09 transreid.train INFO: Epoch[32] Iter[320/486] Loss: 0.138, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:12 transreid.train INFO: Epoch[32] Iter[330/486] Loss: 0.136, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:15 transreid.train INFO: Epoch[32] Iter[340/486] Loss: 0.135, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:18 transreid.train INFO: Epoch[32] Iter[350/486] Loss: 0.136, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:21 transreid.train INFO: Epoch[32] Iter[360/486] Loss: 0.136, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:24 transreid.train INFO: Epoch[32] Iter[370/486] Loss: 0.136, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:28 transreid.train INFO: Epoch[32] Iter[380/486] Loss: 0.136, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:31 transreid.train INFO: Epoch[32] Iter[390/486] Loss: 0.136, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:34 transreid.train INFO: Epoch[32] Iter[400/486] Loss: 0.136, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:37 transreid.train INFO: Epoch[32] Iter[410/486] Loss: 0.134, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:40 transreid.train INFO: Epoch[32] Iter[420/486] Loss: 0.134, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:43 transreid.train INFO: Epoch[32] Iter[430/486] Loss: 0.134, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:46 transreid.train INFO: Epoch[32] Iter[440/486] Loss: 0.134, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:49 transreid.train INFO: Epoch[32] Iter[450/486] Loss: 0.134, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:52 transreid.train INFO: Epoch[32] Iter[460/486] Loss: 0.133, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:55 transreid.train INFO: Epoch[32] Iter[470/486] Loss: 0.132, Acc: 0.991, Base Lr: 6.68e-03
2024-05-02 16:21:57 transreid.train INFO: Epoch 32 done. Time per epoch: 193.824[s] Speed: 156.8[samples/s]
2024-05-02 16:22:02 transreid.train INFO: Epoch[33] Iter[10/486] Loss: 0.210, Acc: 0.983, Base Lr: 6.60e-03
2024-05-02 16:22:05 transreid.train INFO: Epoch[33] Iter[20/486] Loss: 0.179, Acc: 0.988, Base Lr: 6.60e-03
2024-05-02 16:22:08 transreid.train INFO: Epoch[33] Iter[30/486] Loss: 0.161, Acc: 0.989, Base Lr: 6.60e-03
2024-05-02 16:22:11 transreid.train INFO: Epoch[33] Iter[40/486] Loss: 0.160, Acc: 0.990, Base Lr: 6.60e-03
2024-05-02 16:22:15 transreid.train INFO: Epoch[33] Iter[50/486] Loss: 0.153, Acc: 0.990, Base Lr: 6.60e-03
2024-05-02 16:22:18 transreid.train INFO: Epoch[33] Iter[60/486] Loss: 0.147, Acc: 0.990, Base Lr: 6.60e-03
2024-05-02 16:22:21 transreid.train INFO: Epoch[33] Iter[70/486] Loss: 0.142, Acc: 0.991, Base Lr: 6.60e-03
2024-05-02 16:22:24 transreid.train INFO: Epoch[33] Iter[80/486] Loss: 0.139, Acc: 0.991, Base Lr: 6.60e-03
2024-05-02 16:22:27 transreid.train INFO: Epoch[33] Iter[90/486] Loss: 0.135, Acc: 0.991, Base Lr: 6.60e-03
2024-05-02 16:22:30 transreid.train INFO: Epoch[33] Iter[100/486] Loss: 0.134, Acc: 0.991, Base Lr: 6.60e-03
2024-05-02 16:22:33 transreid.train INFO: Epoch[33] Iter[110/486] Loss: 0.132, Acc: 0.991, Base Lr: 6.60e-03
2024-05-02 16:22:36 transreid.train INFO: Epoch[33] Iter[120/486] Loss: 0.133, Acc: 0.991, Base Lr: 6.60e-03
2024-05-02 16:22:40 transreid.train INFO: Epoch[33] Iter[130/486] Loss: 0.131, Acc: 0.991, Base Lr: 6.60e-03
2024-05-02 16:22:43 transreid.train INFO: Epoch[33] Iter[140/486] Loss: 0.131, Acc: 0.991, Base Lr: 6.60e-03
2024-05-02 16:22:46 transreid.train INFO: Epoch[33] Iter[150/486] Loss: 0.128, Acc: 0.991, Base Lr: 6.60e-03
2024-05-02 16:22:49 transreid.train INFO: Epoch[33] Iter[160/486] Loss: 0.128, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:22:55 transreid.train INFO: Epoch[33] Iter[170/486] Loss: 0.128, Acc: 0.991, Base Lr: 6.60e-03
2024-05-02 16:23:01 transreid.train INFO: Epoch[33] Iter[180/486] Loss: 0.127, Acc: 0.991, Base Lr: 6.60e-03
2024-05-02 16:23:06 transreid.train INFO: Epoch[33] Iter[190/486] Loss: 0.126, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:23:12 transreid.train INFO: Epoch[33] Iter[200/486] Loss: 0.125, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:23:18 transreid.train INFO: Epoch[33] Iter[210/486] Loss: 0.125, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:23:23 transreid.train INFO: Epoch[33] Iter[220/486] Loss: 0.124, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:23:29 transreid.train INFO: Epoch[33] Iter[230/486] Loss: 0.124, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:23:35 transreid.train INFO: Epoch[33] Iter[240/486] Loss: 0.124, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:23:40 transreid.train INFO: Epoch[33] Iter[250/486] Loss: 0.122, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:23:46 transreid.train INFO: Epoch[33] Iter[260/486] Loss: 0.121, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:23:51 transreid.train INFO: Epoch[33] Iter[270/486] Loss: 0.122, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:23:57 transreid.train INFO: Epoch[33] Iter[280/486] Loss: 0.121, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:24:03 transreid.train INFO: Epoch[33] Iter[290/486] Loss: 0.120, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:24:08 transreid.train INFO: Epoch[33] Iter[300/486] Loss: 0.120, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:24:14 transreid.train INFO: Epoch[33] Iter[310/486] Loss: 0.120, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:24:20 transreid.train INFO: Epoch[33] Iter[320/486] Loss: 0.120, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:24:25 transreid.train INFO: Epoch[33] Iter[330/486] Loss: 0.120, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:24:29 transreid.train INFO: Epoch[33] Iter[340/486] Loss: 0.121, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:24:34 transreid.train INFO: Epoch[33] Iter[350/486] Loss: 0.121, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:24:39 transreid.train INFO: Epoch[33] Iter[360/486] Loss: 0.121, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:24:45 transreid.train INFO: Epoch[33] Iter[370/486] Loss: 0.121, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:24:50 transreid.train INFO: Epoch[33] Iter[380/486] Loss: 0.121, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:24:56 transreid.train INFO: Epoch[33] Iter[390/486] Loss: 0.120, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:25:02 transreid.train INFO: Epoch[33] Iter[400/486] Loss: 0.119, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:25:07 transreid.train INFO: Epoch[33] Iter[410/486] Loss: 0.119, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:25:13 transreid.train INFO: Epoch[33] Iter[420/486] Loss: 0.119, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:25:19 transreid.train INFO: Epoch[33] Iter[430/486] Loss: 0.118, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:25:24 transreid.train INFO: Epoch[33] Iter[440/486] Loss: 0.118, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:25:30 transreid.train INFO: Epoch[33] Iter[450/486] Loss: 0.118, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:25:35 transreid.train INFO: Epoch[33] Iter[460/486] Loss: 0.118, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:25:41 transreid.train INFO: Epoch[33] Iter[470/486] Loss: 0.118, Acc: 0.992, Base Lr: 6.60e-03
2024-05-02 16:25:43 transreid.train INFO: Epoch 33 done. Time per epoch: 226.098[s] Speed: 134.2[samples/s]
2024-05-02 16:25:51 transreid.train INFO: Epoch[34] Iter[10/486] Loss: 0.171, Acc: 0.975, Base Lr: 6.52e-03
2024-05-02 16:25:56 transreid.train INFO: Epoch[34] Iter[20/486] Loss: 0.162, Acc: 0.984, Base Lr: 6.52e-03
2024-05-02 16:26:02 transreid.train INFO: Epoch[34] Iter[30/486] Loss: 0.144, Acc: 0.985, Base Lr: 6.52e-03
2024-05-02 16:26:06 transreid.train INFO: Epoch[34] Iter[40/486] Loss: 0.139, Acc: 0.988, Base Lr: 6.52e-03
2024-05-02 16:26:10 transreid.train INFO: Epoch[34] Iter[50/486] Loss: 0.140, Acc: 0.987, Base Lr: 6.52e-03
2024-05-02 16:26:15 transreid.train INFO: Epoch[34] Iter[60/486] Loss: 0.141, Acc: 0.989, Base Lr: 6.52e-03
2024-05-02 16:26:21 transreid.train INFO: Epoch[34] Iter[70/486] Loss: 0.146, Acc: 0.988, Base Lr: 6.52e-03
2024-05-02 16:26:27 transreid.train INFO: Epoch[34] Iter[80/486] Loss: 0.148, Acc: 0.989, Base Lr: 6.52e-03
2024-05-02 16:26:32 transreid.train INFO: Epoch[34] Iter[90/486] Loss: 0.144, Acc: 0.989, Base Lr: 6.52e-03
2024-05-02 16:26:38 transreid.train INFO: Epoch[34] Iter[100/486] Loss: 0.144, Acc: 0.989, Base Lr: 6.52e-03
2024-05-02 16:26:44 transreid.train INFO: Epoch[34] Iter[110/486] Loss: 0.145, Acc: 0.989, Base Lr: 6.52e-03
2024-05-02 16:26:49 transreid.train INFO: Epoch[34] Iter[120/486] Loss: 0.143, Acc: 0.989, Base Lr: 6.52e-03
2024-05-02 16:26:55 transreid.train INFO: Epoch[34] Iter[130/486] Loss: 0.140, Acc: 0.989, Base Lr: 6.52e-03
2024-05-02 16:27:01 transreid.train INFO: Epoch[34] Iter[140/486] Loss: 0.141, Acc: 0.989, Base Lr: 6.52e-03
2024-05-02 16:27:07 transreid.train INFO: Epoch[34] Iter[150/486] Loss: 0.141, Acc: 0.989, Base Lr: 6.52e-03
2024-05-02 16:27:12 transreid.train INFO: Epoch[34] Iter[160/486] Loss: 0.141, Acc: 0.989, Base Lr: 6.52e-03
2024-05-02 16:27:18 transreid.train INFO: Epoch[34] Iter[170/486] Loss: 0.140, Acc: 0.989, Base Lr: 6.52e-03
2024-05-02 16:27:23 transreid.train INFO: Epoch[34] Iter[180/486] Loss: 0.138, Acc: 0.989, Base Lr: 6.52e-03
2024-05-02 16:27:29 transreid.train INFO: Epoch[34] Iter[190/486] Loss: 0.136, Acc: 0.990, Base Lr: 6.52e-03
2024-05-02 16:27:35 transreid.train INFO: Epoch[34] Iter[200/486] Loss: 0.135, Acc: 0.990, Base Lr: 6.52e-03
2024-05-02 16:27:40 transreid.train INFO: Epoch[34] Iter[210/486] Loss: 0.136, Acc: 0.989, Base Lr: 6.52e-03
2024-05-02 16:27:46 transreid.train INFO: Epoch[34] Iter[220/486] Loss: 0.135, Acc: 0.990, Base Lr: 6.52e-03
2024-05-02 16:27:49 transreid.train INFO: Epoch[34] Iter[230/486] Loss: 0.135, Acc: 0.990, Base Lr: 6.52e-03
2024-05-02 16:27:54 transreid.train INFO: Epoch[34] Iter[240/486] Loss: 0.134, Acc: 0.990, Base Lr: 6.52e-03
2024-05-02 16:28:00 transreid.train INFO: Epoch[34] Iter[250/486] Loss: 0.133, Acc: 0.990, Base Lr: 6.52e-03
2024-05-02 16:28:05 transreid.train INFO: Epoch[34] Iter[260/486] Loss: 0.134, Acc: 0.990, Base Lr: 6.52e-03
2024-05-02 16:28:11 transreid.train INFO: Epoch[34] Iter[270/486] Loss: 0.133, Acc: 0.990, Base Lr: 6.52e-03
2024-05-02 16:28:16 transreid.train INFO: Epoch[34] Iter[280/486] Loss: 0.132, Acc: 0.990, Base Lr: 6.52e-03
2024-05-02 16:28:22 transreid.train INFO: Epoch[34] Iter[290/486] Loss: 0.131, Acc: 0.990, Base Lr: 6.52e-03
2024-05-02 16:28:27 transreid.train INFO: Epoch[34] Iter[300/486] Loss: 0.130, Acc: 0.991, Base Lr: 6.52e-03
2024-05-02 16:28:33 transreid.train INFO: Epoch[34] Iter[310/486] Loss: 0.129, Acc: 0.991, Base Lr: 6.52e-03
2024-05-02 16:28:38 transreid.train INFO: Epoch[34] Iter[320/486] Loss: 0.129, Acc: 0.991, Base Lr: 6.52e-03
2024-05-02 16:28:44 transreid.train INFO: Epoch[34] Iter[330/486] Loss: 0.128, Acc: 0.991, Base Lr: 6.52e-03
2024-05-02 16:28:50 transreid.train INFO: Epoch[34] Iter[340/486] Loss: 0.127, Acc: 0.991, Base Lr: 6.52e-03
2024-05-02 16:28:55 transreid.train INFO: Epoch[34] Iter[350/486] Loss: 0.127, Acc: 0.991, Base Lr: 6.52e-03
2024-05-02 16:29:01 transreid.train INFO: Epoch[34] Iter[360/486] Loss: 0.126, Acc: 0.991, Base Lr: 6.52e-03
2024-05-02 16:29:07 transreid.train INFO: Epoch[34] Iter[370/486] Loss: 0.125, Acc: 0.991, Base Lr: 6.52e-03
2024-05-02 16:29:12 transreid.train INFO: Epoch[34] Iter[380/486] Loss: 0.125, Acc: 0.991, Base Lr: 6.52e-03
2024-05-02 16:29:17 transreid.train INFO: Epoch[34] Iter[390/486] Loss: 0.124, Acc: 0.991, Base Lr: 6.52e-03
2024-05-02 16:29:23 transreid.train INFO: Epoch[34] Iter[400/486] Loss: 0.123, Acc: 0.991, Base Lr: 6.52e-03
2024-05-02 16:29:28 transreid.train INFO: Epoch[34] Iter[410/486] Loss: 0.123, Acc: 0.991, Base Lr: 6.52e-03
2024-05-02 16:29:31 transreid.train INFO: Epoch[34] Iter[420/486] Loss: 0.122, Acc: 0.992, Base Lr: 6.52e-03
2024-05-02 16:29:37 transreid.train INFO: Epoch[34] Iter[430/486] Loss: 0.122, Acc: 0.992, Base Lr: 6.52e-03
2024-05-02 16:29:43 transreid.train INFO: Epoch[34] Iter[440/486] Loss: 0.121, Acc: 0.992, Base Lr: 6.52e-03
2024-05-02 16:29:48 transreid.train INFO: Epoch[34] Iter[450/486] Loss: 0.121, Acc: 0.991, Base Lr: 6.52e-03
2024-05-02 16:29:54 transreid.train INFO: Epoch[34] Iter[460/486] Loss: 0.120, Acc: 0.991, Base Lr: 6.52e-03
2024-05-02 16:29:59 transreid.train INFO: Epoch[34] Iter[470/486] Loss: 0.119, Acc: 0.991, Base Lr: 6.52e-03
2024-05-02 16:30:01 transreid.train INFO: Epoch 34 done. Time per epoch: 257.874[s] Speed: 117.4[samples/s]
2024-05-02 16:30:09 transreid.train INFO: Epoch[35] Iter[10/486] Loss: 0.120, Acc: 0.992, Base Lr: 6.44e-03
2024-05-02 16:30:14 transreid.train INFO: Epoch[35] Iter[20/486] Loss: 0.121, Acc: 0.991, Base Lr: 6.44e-03
2024-05-02 16:30:20 transreid.train INFO: Epoch[35] Iter[30/486] Loss: 0.118, Acc: 0.991, Base Lr: 6.44e-03
2024-05-02 16:30:26 transreid.train INFO: Epoch[35] Iter[40/486] Loss: 0.121, Acc: 0.991, Base Lr: 6.44e-03
2024-05-02 16:30:31 transreid.train INFO: Epoch[35] Iter[50/486] Loss: 0.114, Acc: 0.991, Base Lr: 6.44e-03
2024-05-02 16:30:37 transreid.train INFO: Epoch[35] Iter[60/486] Loss: 0.115, Acc: 0.991, Base Lr: 6.44e-03
2024-05-02 16:30:43 transreid.train INFO: Epoch[35] Iter[70/486] Loss: 0.117, Acc: 0.991, Base Lr: 6.44e-03
2024-05-02 16:30:48 transreid.train INFO: Epoch[35] Iter[80/486] Loss: 0.115, Acc: 0.991, Base Lr: 6.44e-03
2024-05-02 16:30:54 transreid.train INFO: Epoch[35] Iter[90/486] Loss: 0.112, Acc: 0.992, Base Lr: 6.44e-03
2024-05-02 16:31:00 transreid.train INFO: Epoch[35] Iter[100/486] Loss: 0.112, Acc: 0.992, Base Lr: 6.44e-03
2024-05-02 16:31:05 transreid.train INFO: Epoch[35] Iter[110/486] Loss: 0.111, Acc: 0.992, Base Lr: 6.44e-03
2024-05-02 16:31:08 transreid.train INFO: Epoch[35] Iter[120/486] Loss: 0.110, Acc: 0.992, Base Lr: 6.44e-03
2024-05-02 16:31:14 transreid.train INFO: Epoch[35] Iter[130/486] Loss: 0.110, Acc: 0.992, Base Lr: 6.44e-03
2024-05-02 16:31:19 transreid.train INFO: Epoch[35] Iter[140/486] Loss: 0.111, Acc: 0.991, Base Lr: 6.44e-03
2024-05-02 16:31:25 transreid.train INFO: Epoch[35] Iter[150/486] Loss: 0.109, Acc: 0.991, Base Lr: 6.44e-03
2024-05-02 16:31:31 transreid.train INFO: Epoch[35] Iter[160/486] Loss: 0.110, Acc: 0.991, Base Lr: 6.44e-03
2024-05-02 16:31:36 transreid.train INFO: Epoch[35] Iter[170/486] Loss: 0.113, Acc: 0.991, Base Lr: 6.44e-03
2024-05-02 16:31:42 transreid.train INFO: Epoch[35] Iter[180/486] Loss: 0.112, Acc: 0.991, Base Lr: 6.44e-03
2024-05-02 16:31:47 transreid.train INFO: Epoch[35] Iter[190/486] Loss: 0.110, Acc: 0.992, Base Lr: 6.44e-03
2024-05-02 16:31:53 transreid.train INFO: Epoch[35] Iter[200/486] Loss: 0.112, Acc: 0.992, Base Lr: 6.44e-03
2024-05-02 16:31:58 transreid.train INFO: Epoch[35] Iter[210/486] Loss: 0.112, Acc: 0.992, Base Lr: 6.44e-03
2024-05-02 16:32:04 transreid.train INFO: Epoch[35] Iter[220/486] Loss: 0.112, Acc: 0.992, Base Lr: 6.44e-03
2024-05-02 16:32:10 transreid.train INFO: Epoch[35] Iter[230/486] Loss: 0.111, Acc: 0.992, Base Lr: 6.44e-03
2024-05-02 16:32:15 transreid.train INFO: Epoch[35] Iter[240/486] Loss: 0.112, Acc: 0.992, Base Lr: 6.44e-03
2024-05-02 16:32:21 transreid.train INFO: Epoch[35] Iter[250/486] Loss: 0.112, Acc: 0.992, Base Lr: 6.44e-03
2024-05-02 16:32:26 transreid.train INFO: Epoch[35] Iter[260/486] Loss: 0.111, Acc: 0.992, Base Lr: 6.44e-03
2024-05-02 16:32:32 transreid.train INFO: Epoch[35] Iter[270/486] Loss: 0.110, Acc: 0.992, Base Lr: 6.44e-03
2024-05-02 16:32:38 transreid.train INFO: Epoch[35] Iter[280/486] Loss: 0.110, Acc: 0.992, Base Lr: 6.44e-03
2024-05-02 16:32:43 transreid.train INFO: Epoch[35] Iter[290/486] Loss: 0.110, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:32:47 transreid.train INFO: Epoch[35] Iter[300/486] Loss: 0.110, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:32:51 transreid.train INFO: Epoch[35] Iter[310/486] Loss: 0.108, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:32:57 transreid.train INFO: Epoch[35] Iter[320/486] Loss: 0.107, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:33:03 transreid.train INFO: Epoch[35] Iter[330/486] Loss: 0.106, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:33:08 transreid.train INFO: Epoch[35] Iter[340/486] Loss: 0.107, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:33:14 transreid.train INFO: Epoch[35] Iter[350/486] Loss: 0.108, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:33:19 transreid.train INFO: Epoch[35] Iter[360/486] Loss: 0.107, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:33:25 transreid.train INFO: Epoch[35] Iter[370/486] Loss: 0.108, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:33:30 transreid.train INFO: Epoch[35] Iter[380/486] Loss: 0.109, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:33:36 transreid.train INFO: Epoch[35] Iter[390/486] Loss: 0.109, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:33:41 transreid.train INFO: Epoch[35] Iter[400/486] Loss: 0.109, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:33:47 transreid.train INFO: Epoch[35] Iter[410/486] Loss: 0.109, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:33:52 transreid.train INFO: Epoch[35] Iter[420/486] Loss: 0.108, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:33:58 transreid.train INFO: Epoch[35] Iter[430/486] Loss: 0.109, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:34:03 transreid.train INFO: Epoch[35] Iter[440/486] Loss: 0.108, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:34:09 transreid.train INFO: Epoch[35] Iter[450/486] Loss: 0.107, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:34:14 transreid.train INFO: Epoch[35] Iter[460/486] Loss: 0.108, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:34:20 transreid.train INFO: Epoch[35] Iter[470/486] Loss: 0.107, Acc: 0.993, Base Lr: 6.44e-03
2024-05-02 16:34:23 transreid.train INFO: Epoch 35 done. Time per epoch: 261.957[s] Speed: 116.0[samples/s]
2024-05-02 16:34:28 transreid.train INFO: Epoch[36] Iter[10/486] Loss: 0.153, Acc: 0.983, Base Lr: 6.35e-03
2024-05-02 16:34:34 transreid.train INFO: Epoch[36] Iter[20/486] Loss: 0.143, Acc: 0.984, Base Lr: 6.35e-03
2024-05-02 16:34:39 transreid.train INFO: Epoch[36] Iter[30/486] Loss: 0.138, Acc: 0.988, Base Lr: 6.35e-03
2024-05-02 16:34:45 transreid.train INFO: Epoch[36] Iter[40/486] Loss: 0.133, Acc: 0.988, Base Lr: 6.35e-03
2024-05-02 16:34:50 transreid.train INFO: Epoch[36] Iter[50/486] Loss: 0.126, Acc: 0.990, Base Lr: 6.35e-03
2024-05-02 16:34:56 transreid.train INFO: Epoch[36] Iter[60/486] Loss: 0.125, Acc: 0.991, Base Lr: 6.35e-03
2024-05-02 16:35:01 transreid.train INFO: Epoch[36] Iter[70/486] Loss: 0.119, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:35:07 transreid.train INFO: Epoch[36] Iter[80/486] Loss: 0.123, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:35:12 transreid.train INFO: Epoch[36] Iter[90/486] Loss: 0.119, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:35:18 transreid.train INFO: Epoch[36] Iter[100/486] Loss: 0.117, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:35:24 transreid.train INFO: Epoch[36] Iter[110/486] Loss: 0.115, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:35:30 transreid.train INFO: Epoch[36] Iter[120/486] Loss: 0.112, Acc: 0.994, Base Lr: 6.35e-03
2024-05-02 16:35:36 transreid.train INFO: Epoch[36] Iter[130/486] Loss: 0.112, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:35:41 transreid.train INFO: Epoch[36] Iter[140/486] Loss: 0.109, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:35:47 transreid.train INFO: Epoch[36] Iter[150/486] Loss: 0.109, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:35:53 transreid.train INFO: Epoch[36] Iter[160/486] Loss: 0.111, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:35:58 transreid.train INFO: Epoch[36] Iter[170/486] Loss: 0.112, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:36:04 transreid.train INFO: Epoch[36] Iter[180/486] Loss: 0.112, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:36:08 transreid.train INFO: Epoch[36] Iter[190/486] Loss: 0.112, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:36:13 transreid.train INFO: Epoch[36] Iter[200/486] Loss: 0.112, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:36:18 transreid.train INFO: Epoch[36] Iter[210/486] Loss: 0.111, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:36:24 transreid.train INFO: Epoch[36] Iter[220/486] Loss: 0.112, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:36:29 transreid.train INFO: Epoch[36] Iter[230/486] Loss: 0.110, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:36:35 transreid.train INFO: Epoch[36] Iter[240/486] Loss: 0.109, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:36:41 transreid.train INFO: Epoch[36] Iter[250/486] Loss: 0.109, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:36:46 transreid.train INFO: Epoch[36] Iter[260/486] Loss: 0.109, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:36:52 transreid.train INFO: Epoch[36] Iter[270/486] Loss: 0.109, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:36:57 transreid.train INFO: Epoch[36] Iter[280/486] Loss: 0.109, Acc: 0.993, Base Lr: 6.35e-03
2024-05-02 16:37:03 transreid.train INFO: Epoch[36] Iter[290/486] Loss: 0.110, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:37:09 transreid.train INFO: Epoch[36] Iter[300/486] Loss: 0.111, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:37:14 transreid.train INFO: Epoch[36] Iter[310/486] Loss: 0.111, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:37:20 transreid.train INFO: Epoch[36] Iter[320/486] Loss: 0.110, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:37:26 transreid.train INFO: Epoch[36] Iter[330/486] Loss: 0.110, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:37:31 transreid.train INFO: Epoch[36] Iter[340/486] Loss: 0.110, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:37:37 transreid.train INFO: Epoch[36] Iter[350/486] Loss: 0.110, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:37:43 transreid.train INFO: Epoch[36] Iter[360/486] Loss: 0.110, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:37:47 transreid.train INFO: Epoch[36] Iter[370/486] Loss: 0.109, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:37:51 transreid.train INFO: Epoch[36] Iter[380/486] Loss: 0.108, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:37:57 transreid.train INFO: Epoch[36] Iter[390/486] Loss: 0.109, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:38:02 transreid.train INFO: Epoch[36] Iter[400/486] Loss: 0.109, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:38:08 transreid.train INFO: Epoch[36] Iter[410/486] Loss: 0.109, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:38:14 transreid.train INFO: Epoch[36] Iter[420/486] Loss: 0.108, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:38:19 transreid.train INFO: Epoch[36] Iter[430/486] Loss: 0.108, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:38:25 transreid.train INFO: Epoch[36] Iter[440/486] Loss: 0.109, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:38:30 transreid.train INFO: Epoch[36] Iter[450/486] Loss: 0.108, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:38:36 transreid.train INFO: Epoch[36] Iter[460/486] Loss: 0.107, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:38:42 transreid.train INFO: Epoch[36] Iter[470/486] Loss: 0.107, Acc: 0.992, Base Lr: 6.35e-03
2024-05-02 16:38:43 transreid.train INFO: Epoch 36 done. Time per epoch: 260.016[s] Speed: 116.2[samples/s]
2024-05-02 16:38:51 transreid.train INFO: Epoch[37] Iter[10/486] Loss: 0.155, Acc: 0.984, Base Lr: 6.27e-03
2024-05-02 16:38:56 transreid.train INFO: Epoch[37] Iter[20/486] Loss: 0.128, Acc: 0.988, Base Lr: 6.27e-03
2024-05-02 16:39:02 transreid.train INFO: Epoch[37] Iter[30/486] Loss: 0.127, Acc: 0.990, Base Lr: 6.27e-03
2024-05-02 16:39:08 transreid.train INFO: Epoch[37] Iter[40/486] Loss: 0.123, Acc: 0.990, Base Lr: 6.27e-03
2024-05-02 16:39:13 transreid.train INFO: Epoch[37] Iter[50/486] Loss: 0.123, Acc: 0.991, Base Lr: 6.27e-03
2024-05-02 16:39:19 transreid.train INFO: Epoch[37] Iter[60/486] Loss: 0.121, Acc: 0.990, Base Lr: 6.27e-03
2024-05-02 16:39:24 transreid.train INFO: Epoch[37] Iter[70/486] Loss: 0.124, Acc: 0.991, Base Lr: 6.27e-03
2024-05-02 16:39:28 transreid.train INFO: Epoch[37] Iter[80/486] Loss: 0.121, Acc: 0.991, Base Lr: 6.27e-03
2024-05-02 16:39:33 transreid.train INFO: Epoch[37] Iter[90/486] Loss: 0.117, Acc: 0.991, Base Lr: 6.27e-03
2024-05-02 16:39:39 transreid.train INFO: Epoch[37] Iter[100/486] Loss: 0.115, Acc: 0.991, Base Lr: 6.27e-03
2024-05-02 16:39:45 transreid.train INFO: Epoch[37] Iter[110/486] Loss: 0.115, Acc: 0.991, Base Lr: 6.27e-03
2024-05-02 16:39:50 transreid.train INFO: Epoch[37] Iter[120/486] Loss: 0.113, Acc: 0.992, Base Lr: 6.27e-03
2024-05-02 16:39:56 transreid.train INFO: Epoch[37] Iter[130/486] Loss: 0.112, Acc: 0.991, Base Lr: 6.27e-03
2024-05-02 16:40:02 transreid.train INFO: Epoch[37] Iter[140/486] Loss: 0.112, Acc: 0.992, Base Lr: 6.27e-03
2024-05-02 16:40:07 transreid.train INFO: Epoch[37] Iter[150/486] Loss: 0.113, Acc: 0.991, Base Lr: 6.27e-03
2024-05-02 16:40:13 transreid.train INFO: Epoch[37] Iter[160/486] Loss: 0.111, Acc: 0.992, Base Lr: 6.27e-03
2024-05-02 16:40:19 transreid.train INFO: Epoch[37] Iter[170/486] Loss: 0.112, Acc: 0.992, Base Lr: 6.27e-03
2024-05-02 16:40:24 transreid.train INFO: Epoch[37] Iter[180/486] Loss: 0.111, Acc: 0.992, Base Lr: 6.27e-03
2024-05-02 16:40:30 transreid.train INFO: Epoch[37] Iter[190/486] Loss: 0.110, Acc: 0.992, Base Lr: 6.27e-03
2024-05-02 16:40:36 transreid.train INFO: Epoch[37] Iter[200/486] Loss: 0.110, Acc: 0.992, Base Lr: 6.27e-03
2024-05-02 16:40:41 transreid.train INFO: Epoch[37] Iter[210/486] Loss: 0.109, Acc: 0.992, Base Lr: 6.27e-03
2024-05-02 16:40:47 transreid.train INFO: Epoch[37] Iter[220/486] Loss: 0.107, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:40:53 transreid.train INFO: Epoch[37] Iter[230/486] Loss: 0.106, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:40:59 transreid.train INFO: Epoch[37] Iter[240/486] Loss: 0.106, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:41:04 transreid.train INFO: Epoch[37] Iter[250/486] Loss: 0.106, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:41:07 transreid.train INFO: Epoch[37] Iter[260/486] Loss: 0.105, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:41:13 transreid.train INFO: Epoch[37] Iter[270/486] Loss: 0.105, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:41:18 transreid.train INFO: Epoch[37] Iter[280/486] Loss: 0.104, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:41:24 transreid.train INFO: Epoch[37] Iter[290/486] Loss: 0.103, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:41:30 transreid.train INFO: Epoch[37] Iter[300/486] Loss: 0.104, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:41:35 transreid.train INFO: Epoch[37] Iter[310/486] Loss: 0.102, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:41:41 transreid.train INFO: Epoch[37] Iter[320/486] Loss: 0.103, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:41:47 transreid.train INFO: Epoch[37] Iter[330/486] Loss: 0.102, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:41:53 transreid.train INFO: Epoch[37] Iter[340/486] Loss: 0.102, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:41:58 transreid.train INFO: Epoch[37] Iter[350/486] Loss: 0.103, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:42:04 transreid.train INFO: Epoch[37] Iter[360/486] Loss: 0.102, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:42:10 transreid.train INFO: Epoch[37] Iter[370/486] Loss: 0.102, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:42:15 transreid.train INFO: Epoch[37] Iter[380/486] Loss: 0.102, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:42:21 transreid.train INFO: Epoch[37] Iter[390/486] Loss: 0.102, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:42:27 transreid.train INFO: Epoch[37] Iter[400/486] Loss: 0.102, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:42:32 transreid.train INFO: Epoch[37] Iter[410/486] Loss: 0.102, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:42:38 transreid.train INFO: Epoch[37] Iter[420/486] Loss: 0.101, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:42:44 transreid.train INFO: Epoch[37] Iter[430/486] Loss: 0.100, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:42:47 transreid.train INFO: Epoch[37] Iter[440/486] Loss: 0.100, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:42:53 transreid.train INFO: Epoch[37] Iter[450/486] Loss: 0.100, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:42:58 transreid.train INFO: Epoch[37] Iter[460/486] Loss: 0.099, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:43:03 transreid.train INFO: Epoch[37] Iter[470/486] Loss: 0.099, Acc: 0.993, Base Lr: 6.27e-03
2024-05-02 16:43:06 transreid.train INFO: Epoch 37 done. Time per epoch: 262.745[s] Speed: 115.5[samples/s]
2024-05-02 16:43:14 transreid.train INFO: Epoch[38] Iter[10/486] Loss: 0.133, Acc: 0.986, Base Lr: 6.18e-03
2024-05-02 16:43:19 transreid.train INFO: Epoch[38] Iter[20/486] Loss: 0.116, Acc: 0.988, Base Lr: 6.18e-03
2024-05-02 16:43:25 transreid.train INFO: Epoch[38] Iter[30/486] Loss: 0.125, Acc: 0.988, Base Lr: 6.18e-03
2024-05-02 16:43:31 transreid.train INFO: Epoch[38] Iter[40/486] Loss: 0.124, Acc: 0.989, Base Lr: 6.18e-03
2024-05-02 16:43:36 transreid.train INFO: Epoch[38] Iter[50/486] Loss: 0.123, Acc: 0.990, Base Lr: 6.18e-03
2024-05-02 16:43:42 transreid.train INFO: Epoch[38] Iter[60/486] Loss: 0.119, Acc: 0.990, Base Lr: 6.18e-03
2024-05-02 16:43:48 transreid.train INFO: Epoch[38] Iter[70/486] Loss: 0.116, Acc: 0.991, Base Lr: 6.18e-03
2024-05-02 16:43:53 transreid.train INFO: Epoch[38] Iter[80/486] Loss: 0.113, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:43:59 transreid.train INFO: Epoch[38] Iter[90/486] Loss: 0.108, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:44:04 transreid.train INFO: Epoch[38] Iter[100/486] Loss: 0.108, Acc: 0.993, Base Lr: 6.18e-03
2024-05-02 16:44:10 transreid.train INFO: Epoch[38] Iter[110/486] Loss: 0.109, Acc: 0.993, Base Lr: 6.18e-03
2024-05-02 16:44:16 transreid.train INFO: Epoch[38] Iter[120/486] Loss: 0.109, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:44:21 transreid.train INFO: Epoch[38] Iter[130/486] Loss: 0.112, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:44:25 transreid.train INFO: Epoch[38] Iter[140/486] Loss: 0.111, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:44:30 transreid.train INFO: Epoch[38] Iter[150/486] Loss: 0.110, Acc: 0.993, Base Lr: 6.18e-03
2024-05-02 16:44:36 transreid.train INFO: Epoch[38] Iter[160/486] Loss: 0.108, Acc: 0.993, Base Lr: 6.18e-03
2024-05-02 16:44:42 transreid.train INFO: Epoch[38] Iter[170/486] Loss: 0.107, Acc: 0.993, Base Lr: 6.18e-03
2024-05-02 16:44:47 transreid.train INFO: Epoch[38] Iter[180/486] Loss: 0.106, Acc: 0.993, Base Lr: 6.18e-03
2024-05-02 16:44:53 transreid.train INFO: Epoch[38] Iter[190/486] Loss: 0.107, Acc: 0.993, Base Lr: 6.18e-03
2024-05-02 16:44:59 transreid.train INFO: Epoch[38] Iter[200/486] Loss: 0.107, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:45:04 transreid.train INFO: Epoch[38] Iter[210/486] Loss: 0.106, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:45:10 transreid.train INFO: Epoch[38] Iter[220/486] Loss: 0.106, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:45:16 transreid.train INFO: Epoch[38] Iter[230/486] Loss: 0.104, Acc: 0.993, Base Lr: 6.18e-03
2024-05-02 16:45:21 transreid.train INFO: Epoch[38] Iter[240/486] Loss: 0.104, Acc: 0.993, Base Lr: 6.18e-03
2024-05-02 16:45:27 transreid.train INFO: Epoch[38] Iter[250/486] Loss: 0.103, Acc: 0.993, Base Lr: 6.18e-03
2024-05-02 16:45:33 transreid.train INFO: Epoch[38] Iter[260/486] Loss: 0.104, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:45:38 transreid.train INFO: Epoch[38] Iter[270/486] Loss: 0.103, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:45:44 transreid.train INFO: Epoch[38] Iter[280/486] Loss: 0.103, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:45:50 transreid.train INFO: Epoch[38] Iter[290/486] Loss: 0.105, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:45:55 transreid.train INFO: Epoch[38] Iter[300/486] Loss: 0.105, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:46:01 transreid.train INFO: Epoch[38] Iter[310/486] Loss: 0.103, Acc: 0.993, Base Lr: 6.18e-03
2024-05-02 16:46:05 transreid.train INFO: Epoch[38] Iter[320/486] Loss: 0.103, Acc: 0.993, Base Lr: 6.18e-03
2024-05-02 16:46:10 transreid.train INFO: Epoch[38] Iter[330/486] Loss: 0.103, Acc: 0.993, Base Lr: 6.18e-03
2024-05-02 16:46:15 transreid.train INFO: Epoch[38] Iter[340/486] Loss: 0.102, Acc: 0.993, Base Lr: 6.18e-03
2024-05-02 16:46:21 transreid.train INFO: Epoch[38] Iter[350/486] Loss: 0.103, Acc: 0.993, Base Lr: 6.18e-03
2024-05-02 16:46:27 transreid.train INFO: Epoch[38] Iter[360/486] Loss: 0.103, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:46:32 transreid.train INFO: Epoch[38] Iter[370/486] Loss: 0.104, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:46:38 transreid.train INFO: Epoch[38] Iter[380/486] Loss: 0.104, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:46:44 transreid.train INFO: Epoch[38] Iter[390/486] Loss: 0.104, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:46:49 transreid.train INFO: Epoch[38] Iter[400/486] Loss: 0.103, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:46:55 transreid.train INFO: Epoch[38] Iter[410/486] Loss: 0.103, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:47:01 transreid.train INFO: Epoch[38] Iter[420/486] Loss: 0.103, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:47:07 transreid.train INFO: Epoch[38] Iter[430/486] Loss: 0.103, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:47:13 transreid.train INFO: Epoch[38] Iter[440/486] Loss: 0.104, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:47:18 transreid.train INFO: Epoch[38] Iter[450/486] Loss: 0.104, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:47:24 transreid.train INFO: Epoch[38] Iter[460/486] Loss: 0.103, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:47:29 transreid.train INFO: Epoch[38] Iter[470/486] Loss: 0.103, Acc: 0.992, Base Lr: 6.18e-03
2024-05-02 16:47:32 transreid.train INFO: Epoch 38 done. Time per epoch: 265.774[s] Speed: 114.1[samples/s]
2024-05-02 16:47:39 transreid.train INFO: Epoch[39] Iter[10/486] Loss: 0.137, Acc: 0.988, Base Lr: 6.09e-03
2024-05-02 16:47:43 transreid.train INFO: Epoch[39] Iter[20/486] Loss: 0.114, Acc: 0.991, Base Lr: 6.09e-03
2024-05-02 16:47:48 transreid.train INFO: Epoch[39] Iter[30/486] Loss: 0.115, Acc: 0.992, Base Lr: 6.09e-03
2024-05-02 16:47:54 transreid.train INFO: Epoch[39] Iter[40/486] Loss: 0.114, Acc: 0.992, Base Lr: 6.09e-03
2024-05-02 16:47:59 transreid.train INFO: Epoch[39] Iter[50/486] Loss: 0.111, Acc: 0.992, Base Lr: 6.09e-03
2024-05-02 16:48:05 transreid.train INFO: Epoch[39] Iter[60/486] Loss: 0.113, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:48:10 transreid.train INFO: Epoch[39] Iter[70/486] Loss: 0.114, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:48:16 transreid.train INFO: Epoch[39] Iter[80/486] Loss: 0.112, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:48:22 transreid.train INFO: Epoch[39] Iter[90/486] Loss: 0.108, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:48:27 transreid.train INFO: Epoch[39] Iter[100/486] Loss: 0.112, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:48:33 transreid.train INFO: Epoch[39] Iter[110/486] Loss: 0.110, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:48:38 transreid.train INFO: Epoch[39] Iter[120/486] Loss: 0.108, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:48:44 transreid.train INFO: Epoch[39] Iter[130/486] Loss: 0.108, Acc: 0.994, Base Lr: 6.09e-03
2024-05-02 16:48:50 transreid.train INFO: Epoch[39] Iter[140/486] Loss: 0.108, Acc: 0.994, Base Lr: 6.09e-03
2024-05-02 16:48:55 transreid.train INFO: Epoch[39] Iter[150/486] Loss: 0.110, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:49:00 transreid.train INFO: Epoch[39] Iter[160/486] Loss: 0.111, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:49:06 transreid.train INFO: Epoch[39] Iter[170/486] Loss: 0.112, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:49:12 transreid.train INFO: Epoch[39] Iter[180/486] Loss: 0.111, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:49:17 transreid.train INFO: Epoch[39] Iter[190/486] Loss: 0.112, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:49:21 transreid.train INFO: Epoch[39] Iter[200/486] Loss: 0.110, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:49:26 transreid.train INFO: Epoch[39] Iter[210/486] Loss: 0.109, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:49:31 transreid.train INFO: Epoch[39] Iter[220/486] Loss: 0.108, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:49:37 transreid.train INFO: Epoch[39] Iter[230/486] Loss: 0.108, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:49:42 transreid.train INFO: Epoch[39] Iter[240/486] Loss: 0.109, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:49:48 transreid.train INFO: Epoch[39] Iter[250/486] Loss: 0.108, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:49:53 transreid.train INFO: Epoch[39] Iter[260/486] Loss: 0.107, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:49:59 transreid.train INFO: Epoch[39] Iter[270/486] Loss: 0.108, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:50:05 transreid.train INFO: Epoch[39] Iter[280/486] Loss: 0.107, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:50:10 transreid.train INFO: Epoch[39] Iter[290/486] Loss: 0.106, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:50:15 transreid.train INFO: Epoch[39] Iter[300/486] Loss: 0.105, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:50:21 transreid.train INFO: Epoch[39] Iter[310/486] Loss: 0.105, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:50:26 transreid.train INFO: Epoch[39] Iter[320/486] Loss: 0.105, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:50:32 transreid.train INFO: Epoch[39] Iter[330/486] Loss: 0.104, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:50:38 transreid.train INFO: Epoch[39] Iter[340/486] Loss: 0.103, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:50:43 transreid.train INFO: Epoch[39] Iter[350/486] Loss: 0.101, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:50:49 transreid.train INFO: Epoch[39] Iter[360/486] Loss: 0.102, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:50:54 transreid.train INFO: Epoch[39] Iter[370/486] Loss: 0.101, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:50:58 transreid.train INFO: Epoch[39] Iter[380/486] Loss: 0.100, Acc: 0.994, Base Lr: 6.09e-03
2024-05-02 16:51:03 transreid.train INFO: Epoch[39] Iter[390/486] Loss: 0.101, Acc: 0.994, Base Lr: 6.09e-03
2024-05-02 16:51:08 transreid.train INFO: Epoch[39] Iter[400/486] Loss: 0.101, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:51:14 transreid.train INFO: Epoch[39] Iter[410/486] Loss: 0.101, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:51:19 transreid.train INFO: Epoch[39] Iter[420/486] Loss: 0.100, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:51:25 transreid.train INFO: Epoch[39] Iter[430/486] Loss: 0.100, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:51:30 transreid.train INFO: Epoch[39] Iter[440/486] Loss: 0.098, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:51:36 transreid.train INFO: Epoch[39] Iter[450/486] Loss: 0.098, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:51:41 transreid.train INFO: Epoch[39] Iter[460/486] Loss: 0.097, Acc: 0.993, Base Lr: 6.09e-03
2024-05-02 16:51:47 transreid.train INFO: Epoch[39] Iter[470/486] Loss: 0.097, Acc: 0.994, Base Lr: 6.09e-03
2024-05-02 16:51:49 transreid.train INFO: Epoch 39 done. Time per epoch: 257.411[s] Speed: 117.9[samples/s]
2024-05-02 16:51:56 transreid.train INFO: Epoch[40] Iter[10/486] Loss: 0.120, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:52:02 transreid.train INFO: Epoch[40] Iter[20/486] Loss: 0.120, Acc: 0.992, Base Lr: 6.00e-03
2024-05-02 16:52:07 transreid.train INFO: Epoch[40] Iter[30/486] Loss: 0.118, Acc: 0.991, Base Lr: 6.00e-03
2024-05-02 16:52:13 transreid.train INFO: Epoch[40] Iter[40/486] Loss: 0.114, Acc: 0.992, Base Lr: 6.00e-03
2024-05-02 16:52:18 transreid.train INFO: Epoch[40] Iter[50/486] Loss: 0.113, Acc: 0.992, Base Lr: 6.00e-03
2024-05-02 16:52:24 transreid.train INFO: Epoch[40] Iter[60/486] Loss: 0.108, Acc: 0.992, Base Lr: 6.00e-03
2024-05-02 16:52:29 transreid.train INFO: Epoch[40] Iter[70/486] Loss: 0.107, Acc: 0.993, Base Lr: 6.00e-03
2024-05-02 16:52:33 transreid.train INFO: Epoch[40] Iter[80/486] Loss: 0.103, Acc: 0.993, Base Lr: 6.00e-03
2024-05-02 16:52:38 transreid.train INFO: Epoch[40] Iter[90/486] Loss: 0.104, Acc: 0.993, Base Lr: 6.00e-03
2024-05-02 16:52:44 transreid.train INFO: Epoch[40] Iter[100/486] Loss: 0.101, Acc: 0.993, Base Lr: 6.00e-03
2024-05-02 16:52:49 transreid.train INFO: Epoch[40] Iter[110/486] Loss: 0.099, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:52:55 transreid.train INFO: Epoch[40] Iter[120/486] Loss: 0.098, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:53:01 transreid.train INFO: Epoch[40] Iter[130/486] Loss: 0.097, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:53:06 transreid.train INFO: Epoch[40] Iter[140/486] Loss: 0.096, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:53:12 transreid.train INFO: Epoch[40] Iter[150/486] Loss: 0.096, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:53:17 transreid.train INFO: Epoch[40] Iter[160/486] Loss: 0.095, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:53:23 transreid.train INFO: Epoch[40] Iter[170/486] Loss: 0.094, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:53:28 transreid.train INFO: Epoch[40] Iter[180/486] Loss: 0.095, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:53:34 transreid.train INFO: Epoch[40] Iter[190/486] Loss: 0.094, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:53:39 transreid.train INFO: Epoch[40] Iter[200/486] Loss: 0.093, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:53:45 transreid.train INFO: Epoch[40] Iter[210/486] Loss: 0.093, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:53:51 transreid.train INFO: Epoch[40] Iter[220/486] Loss: 0.092, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:53:56 transreid.train INFO: Epoch[40] Iter[230/486] Loss: 0.093, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:54:02 transreid.train INFO: Epoch[40] Iter[240/486] Loss: 0.093, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:54:07 transreid.train INFO: Epoch[40] Iter[250/486] Loss: 0.093, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:54:10 transreid.train INFO: Epoch[40] Iter[260/486] Loss: 0.092, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:54:16 transreid.train INFO: Epoch[40] Iter[270/486] Loss: 0.093, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:54:21 transreid.train INFO: Epoch[40] Iter[280/486] Loss: 0.093, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:54:27 transreid.train INFO: Epoch[40] Iter[290/486] Loss: 0.094, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:54:32 transreid.train INFO: Epoch[40] Iter[300/486] Loss: 0.093, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:54:38 transreid.train INFO: Epoch[40] Iter[310/486] Loss: 0.093, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:54:43 transreid.train INFO: Epoch[40] Iter[320/486] Loss: 0.092, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:54:49 transreid.train INFO: Epoch[40] Iter[330/486] Loss: 0.092, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:54:55 transreid.train INFO: Epoch[40] Iter[340/486] Loss: 0.092, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:55:00 transreid.train INFO: Epoch[40] Iter[350/486] Loss: 0.091, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:55:06 transreid.train INFO: Epoch[40] Iter[360/486] Loss: 0.091, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:55:11 transreid.train INFO: Epoch[40] Iter[370/486] Loss: 0.090, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:55:17 transreid.train INFO: Epoch[40] Iter[380/486] Loss: 0.089, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:55:22 transreid.train INFO: Epoch[40] Iter[390/486] Loss: 0.088, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:55:28 transreid.train INFO: Epoch[40] Iter[400/486] Loss: 0.087, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:55:33 transreid.train INFO: Epoch[40] Iter[410/486] Loss: 0.086, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:55:39 transreid.train INFO: Epoch[40] Iter[420/486] Loss: 0.085, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:55:44 transreid.train INFO: Epoch[40] Iter[430/486] Loss: 0.085, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:55:47 transreid.train INFO: Epoch[40] Iter[440/486] Loss: 0.084, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:55:52 transreid.train INFO: Epoch[40] Iter[450/486] Loss: 0.085, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:55:58 transreid.train INFO: Epoch[40] Iter[460/486] Loss: 0.084, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:56:04 transreid.train INFO: Epoch[40] Iter[470/486] Loss: 0.084, Acc: 0.994, Base Lr: 6.00e-03
2024-05-02 16:56:07 transreid.train INFO: Epoch 40 done. Time per epoch: 257.727[s] Speed: 118.0[samples/s]
2024-05-02 17:01:29 transreid.train INFO: Validation Results - Epoch: 40
2024-05-02 17:01:29 transreid.train INFO: mAP: 47.0%
2024-05-02 17:01:29 transreid.train INFO: CMC curve, Rank-1  :73.2%
2024-05-02 17:01:29 transreid.train INFO: CMC curve, Rank-5  :84.9%
2024-05-02 17:01:29 transreid.train INFO: CMC curve, Rank-10 :88.7%
2024-05-02 17:01:37 transreid.train INFO: Epoch[41] Iter[10/486] Loss: 0.082, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:01:43 transreid.train INFO: Epoch[41] Iter[20/486] Loss: 0.092, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:01:48 transreid.train INFO: Epoch[41] Iter[30/486] Loss: 0.091, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:01:54 transreid.train INFO: Epoch[41] Iter[40/486] Loss: 0.085, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:01:59 transreid.train INFO: Epoch[41] Iter[50/486] Loss: 0.085, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:02:02 transreid.train INFO: Epoch[41] Iter[60/486] Loss: 0.084, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:02:08 transreid.train INFO: Epoch[41] Iter[70/486] Loss: 0.087, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:02:13 transreid.train INFO: Epoch[41] Iter[80/486] Loss: 0.094, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:02:19 transreid.train INFO: Epoch[41] Iter[90/486] Loss: 0.091, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:02:24 transreid.train INFO: Epoch[41] Iter[100/486] Loss: 0.090, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:02:30 transreid.train INFO: Epoch[41] Iter[110/486] Loss: 0.089, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:02:35 transreid.train INFO: Epoch[41] Iter[120/486] Loss: 0.087, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:02:41 transreid.train INFO: Epoch[41] Iter[130/486] Loss: 0.085, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:02:46 transreid.train INFO: Epoch[41] Iter[140/486] Loss: 0.087, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:02:52 transreid.train INFO: Epoch[41] Iter[150/486] Loss: 0.085, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:02:57 transreid.train INFO: Epoch[41] Iter[160/486] Loss: 0.085, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:03:03 transreid.train INFO: Epoch[41] Iter[170/486] Loss: 0.084, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:03:08 transreid.train INFO: Epoch[41] Iter[180/486] Loss: 0.085, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:03:14 transreid.train INFO: Epoch[41] Iter[190/486] Loss: 0.084, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:03:19 transreid.train INFO: Epoch[41] Iter[200/486] Loss: 0.084, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:03:25 transreid.train INFO: Epoch[41] Iter[210/486] Loss: 0.084, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:03:30 transreid.train INFO: Epoch[41] Iter[220/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:03:36 transreid.train INFO: Epoch[41] Iter[230/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:03:39 transreid.train INFO: Epoch[41] Iter[240/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:03:44 transreid.train INFO: Epoch[41] Iter[250/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:03:50 transreid.train INFO: Epoch[41] Iter[260/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:03:55 transreid.train INFO: Epoch[41] Iter[270/486] Loss: 0.082, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:04:01 transreid.train INFO: Epoch[41] Iter[280/486] Loss: 0.082, Acc: 0.994, Base Lr: 5.91e-03
2024-05-02 17:04:06 transreid.train INFO: Epoch[41] Iter[290/486] Loss: 0.081, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:04:12 transreid.train INFO: Epoch[41] Iter[300/486] Loss: 0.080, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:04:17 transreid.train INFO: Epoch[41] Iter[310/486] Loss: 0.080, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:04:23 transreid.train INFO: Epoch[41] Iter[320/486] Loss: 0.079, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:04:28 transreid.train INFO: Epoch[41] Iter[330/486] Loss: 0.078, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:04:34 transreid.train INFO: Epoch[41] Iter[340/486] Loss: 0.078, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:04:40 transreid.train INFO: Epoch[41] Iter[350/486] Loss: 0.077, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:04:45 transreid.train INFO: Epoch[41] Iter[360/486] Loss: 0.077, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:04:50 transreid.train INFO: Epoch[41] Iter[370/486] Loss: 0.077, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:04:56 transreid.train INFO: Epoch[41] Iter[380/486] Loss: 0.077, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:05:01 transreid.train INFO: Epoch[41] Iter[390/486] Loss: 0.077, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:05:07 transreid.train INFO: Epoch[41] Iter[400/486] Loss: 0.077, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:05:12 transreid.train INFO: Epoch[41] Iter[410/486] Loss: 0.077, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:05:16 transreid.train INFO: Epoch[41] Iter[420/486] Loss: 0.077, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:05:21 transreid.train INFO: Epoch[41] Iter[430/486] Loss: 0.076, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:05:26 transreid.train INFO: Epoch[41] Iter[440/486] Loss: 0.077, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:05:32 transreid.train INFO: Epoch[41] Iter[450/486] Loss: 0.077, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:05:37 transreid.train INFO: Epoch[41] Iter[460/486] Loss: 0.077, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:05:43 transreid.train INFO: Epoch[41] Iter[470/486] Loss: 0.077, Acc: 0.995, Base Lr: 5.91e-03
2024-05-02 17:05:46 transreid.train INFO: Epoch 41 done. Time per epoch: 257.126[s] Speed: 118.2[samples/s]
2024-05-02 17:05:54 transreid.train INFO: Epoch[42] Iter[10/486] Loss: 0.101, Acc: 0.991, Base Lr: 5.82e-03
2024-05-02 17:06:00 transreid.train INFO: Epoch[42] Iter[20/486] Loss: 0.114, Acc: 0.988, Base Lr: 5.82e-03
2024-05-02 17:06:05 transreid.train INFO: Epoch[42] Iter[30/486] Loss: 0.110, Acc: 0.989, Base Lr: 5.82e-03
2024-05-02 17:06:11 transreid.train INFO: Epoch[42] Iter[40/486] Loss: 0.110, Acc: 0.990, Base Lr: 5.82e-03
2024-05-02 17:06:17 transreid.train INFO: Epoch[42] Iter[50/486] Loss: 0.106, Acc: 0.991, Base Lr: 5.82e-03
2024-05-02 17:06:22 transreid.train INFO: Epoch[42] Iter[60/486] Loss: 0.100, Acc: 0.992, Base Lr: 5.82e-03
2024-05-02 17:06:28 transreid.train INFO: Epoch[42] Iter[70/486] Loss: 0.098, Acc: 0.993, Base Lr: 5.82e-03
2024-05-02 17:06:33 transreid.train INFO: Epoch[42] Iter[80/486] Loss: 0.099, Acc: 0.993, Base Lr: 5.82e-03
2024-05-02 17:06:39 transreid.train INFO: Epoch[42] Iter[90/486] Loss: 0.096, Acc: 0.993, Base Lr: 5.82e-03
2024-05-02 17:06:44 transreid.train INFO: Epoch[42] Iter[100/486] Loss: 0.096, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:06:48 transreid.train INFO: Epoch[42] Iter[110/486] Loss: 0.097, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:06:53 transreid.train INFO: Epoch[42] Iter[120/486] Loss: 0.096, Acc: 0.993, Base Lr: 5.82e-03
2024-05-02 17:06:58 transreid.train INFO: Epoch[42] Iter[130/486] Loss: 0.095, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:07:04 transreid.train INFO: Epoch[42] Iter[140/486] Loss: 0.095, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:07:09 transreid.train INFO: Epoch[42] Iter[150/486] Loss: 0.096, Acc: 0.993, Base Lr: 5.82e-03
2024-05-02 17:07:15 transreid.train INFO: Epoch[42] Iter[160/486] Loss: 0.095, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:07:20 transreid.train INFO: Epoch[42] Iter[170/486] Loss: 0.095, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:07:26 transreid.train INFO: Epoch[42] Iter[180/486] Loss: 0.094, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:07:31 transreid.train INFO: Epoch[42] Iter[190/486] Loss: 0.093, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:07:37 transreid.train INFO: Epoch[42] Iter[200/486] Loss: 0.093, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:07:42 transreid.train INFO: Epoch[42] Iter[210/486] Loss: 0.092, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:07:48 transreid.train INFO: Epoch[42] Iter[220/486] Loss: 0.091, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:07:53 transreid.train INFO: Epoch[42] Iter[230/486] Loss: 0.090, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:07:59 transreid.train INFO: Epoch[42] Iter[240/486] Loss: 0.089, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:08:04 transreid.train INFO: Epoch[42] Iter[250/486] Loss: 0.089, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:08:10 transreid.train INFO: Epoch[42] Iter[260/486] Loss: 0.088, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:08:15 transreid.train INFO: Epoch[42] Iter[270/486] Loss: 0.087, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:08:20 transreid.train INFO: Epoch[42] Iter[280/486] Loss: 0.086, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:08:24 transreid.train INFO: Epoch[42] Iter[290/486] Loss: 0.085, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:08:29 transreid.train INFO: Epoch[42] Iter[300/486] Loss: 0.084, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:08:34 transreid.train INFO: Epoch[42] Iter[310/486] Loss: 0.084, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:08:40 transreid.train INFO: Epoch[42] Iter[320/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:08:45 transreid.train INFO: Epoch[42] Iter[330/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:08:51 transreid.train INFO: Epoch[42] Iter[340/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:08:56 transreid.train INFO: Epoch[42] Iter[350/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:09:02 transreid.train INFO: Epoch[42] Iter[360/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:09:07 transreid.train INFO: Epoch[42] Iter[370/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:09:13 transreid.train INFO: Epoch[42] Iter[380/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:09:18 transreid.train INFO: Epoch[42] Iter[390/486] Loss: 0.084, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:09:24 transreid.train INFO: Epoch[42] Iter[400/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:09:29 transreid.train INFO: Epoch[42] Iter[410/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:09:35 transreid.train INFO: Epoch[42] Iter[420/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:09:40 transreid.train INFO: Epoch[42] Iter[430/486] Loss: 0.082, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:09:46 transreid.train INFO: Epoch[42] Iter[440/486] Loss: 0.082, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:09:51 transreid.train INFO: Epoch[42] Iter[450/486] Loss: 0.082, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:09:57 transreid.train INFO: Epoch[42] Iter[460/486] Loss: 0.080, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:10:01 transreid.train INFO: Epoch[42] Iter[470/486] Loss: 0.080, Acc: 0.994, Base Lr: 5.82e-03
2024-05-02 17:10:03 transreid.train INFO: Epoch 42 done. Time per epoch: 256.643[s] Speed: 118.2[samples/s]
2024-05-02 17:10:11 transreid.train INFO: Epoch[43] Iter[10/486] Loss: 0.120, Acc: 0.988, Base Lr: 5.73e-03
2024-05-02 17:10:17 transreid.train INFO: Epoch[43] Iter[20/486] Loss: 0.109, Acc: 0.987, Base Lr: 5.73e-03
2024-05-02 17:10:22 transreid.train INFO: Epoch[43] Iter[30/486] Loss: 0.102, Acc: 0.990, Base Lr: 5.73e-03
2024-05-02 17:10:27 transreid.train INFO: Epoch[43] Iter[40/486] Loss: 0.090, Acc: 0.991, Base Lr: 5.73e-03
2024-05-02 17:10:33 transreid.train INFO: Epoch[43] Iter[50/486] Loss: 0.089, Acc: 0.992, Base Lr: 5.73e-03
2024-05-02 17:10:38 transreid.train INFO: Epoch[43] Iter[60/486] Loss: 0.085, Acc: 0.993, Base Lr: 5.73e-03
2024-05-02 17:10:44 transreid.train INFO: Epoch[43] Iter[70/486] Loss: 0.086, Acc: 0.993, Base Lr: 5.73e-03
2024-05-02 17:10:49 transreid.train INFO: Epoch[43] Iter[80/486] Loss: 0.083, Acc: 0.993, Base Lr: 5.73e-03
2024-05-02 17:10:55 transreid.train INFO: Epoch[43] Iter[90/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.73e-03
2024-05-02 17:11:00 transreid.train INFO: Epoch[43] Iter[100/486] Loss: 0.084, Acc: 0.994, Base Lr: 5.73e-03
2024-05-02 17:11:06 transreid.train INFO: Epoch[43] Iter[110/486] Loss: 0.081, Acc: 0.994, Base Lr: 5.73e-03
2024-05-02 17:11:11 transreid.train INFO: Epoch[43] Iter[120/486] Loss: 0.079, Acc: 0.994, Base Lr: 5.73e-03
2024-05-02 17:11:16 transreid.train INFO: Epoch[43] Iter[130/486] Loss: 0.078, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:11:22 transreid.train INFO: Epoch[43] Iter[140/486] Loss: 0.078, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:11:28 transreid.train INFO: Epoch[43] Iter[150/486] Loss: 0.077, Acc: 0.994, Base Lr: 5.73e-03
2024-05-02 17:11:33 transreid.train INFO: Epoch[43] Iter[160/486] Loss: 0.077, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:11:37 transreid.train INFO: Epoch[43] Iter[170/486] Loss: 0.077, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:11:41 transreid.train INFO: Epoch[43] Iter[180/486] Loss: 0.075, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:11:47 transreid.train INFO: Epoch[43] Iter[190/486] Loss: 0.074, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:11:53 transreid.train INFO: Epoch[43] Iter[200/486] Loss: 0.074, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:11:58 transreid.train INFO: Epoch[43] Iter[210/486] Loss: 0.074, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:12:03 transreid.train INFO: Epoch[43] Iter[220/486] Loss: 0.074, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:12:09 transreid.train INFO: Epoch[43] Iter[230/486] Loss: 0.073, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:12:15 transreid.train INFO: Epoch[43] Iter[240/486] Loss: 0.074, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:12:20 transreid.train INFO: Epoch[43] Iter[250/486] Loss: 0.074, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:12:25 transreid.train INFO: Epoch[43] Iter[260/486] Loss: 0.073, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:12:31 transreid.train INFO: Epoch[43] Iter[270/486] Loss: 0.072, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:12:36 transreid.train INFO: Epoch[43] Iter[280/486] Loss: 0.072, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:12:42 transreid.train INFO: Epoch[43] Iter[290/486] Loss: 0.072, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:12:47 transreid.train INFO: Epoch[43] Iter[300/486] Loss: 0.072, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:12:53 transreid.train INFO: Epoch[43] Iter[310/486] Loss: 0.072, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:12:59 transreid.train INFO: Epoch[43] Iter[320/486] Loss: 0.073, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:13:04 transreid.train INFO: Epoch[43] Iter[330/486] Loss: 0.073, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:13:10 transreid.train INFO: Epoch[43] Iter[340/486] Loss: 0.073, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:13:14 transreid.train INFO: Epoch[43] Iter[350/486] Loss: 0.073, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:13:18 transreid.train INFO: Epoch[43] Iter[360/486] Loss: 0.073, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:13:23 transreid.train INFO: Epoch[43] Iter[370/486] Loss: 0.072, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:13:29 transreid.train INFO: Epoch[43] Iter[380/486] Loss: 0.073, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:13:34 transreid.train INFO: Epoch[43] Iter[390/486] Loss: 0.073, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:13:40 transreid.train INFO: Epoch[43] Iter[400/486] Loss: 0.072, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:13:45 transreid.train INFO: Epoch[43] Iter[410/486] Loss: 0.072, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:13:51 transreid.train INFO: Epoch[43] Iter[420/486] Loss: 0.072, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:13:56 transreid.train INFO: Epoch[43] Iter[430/486] Loss: 0.072, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:14:02 transreid.train INFO: Epoch[43] Iter[440/486] Loss: 0.071, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:14:07 transreid.train INFO: Epoch[43] Iter[450/486] Loss: 0.071, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:14:13 transreid.train INFO: Epoch[43] Iter[460/486] Loss: 0.071, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:14:18 transreid.train INFO: Epoch[43] Iter[470/486] Loss: 0.070, Acc: 0.995, Base Lr: 5.73e-03
2024-05-02 17:14:21 transreid.train INFO: Epoch 43 done. Time per epoch: 258.324[s] Speed: 117.4[samples/s]
2024-05-02 17:14:30 transreid.train INFO: Epoch[44] Iter[10/486] Loss: 0.073, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 17:14:35 transreid.train INFO: Epoch[44] Iter[20/486] Loss: 0.088, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 17:14:41 transreid.train INFO: Epoch[44] Iter[30/486] Loss: 0.080, Acc: 0.996, Base Lr: 5.63e-03
2024-05-02 17:14:46 transreid.train INFO: Epoch[44] Iter[40/486] Loss: 0.079, Acc: 0.996, Base Lr: 5.63e-03
2024-05-02 17:14:49 transreid.train INFO: Epoch[44] Iter[50/486] Loss: 0.084, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 17:14:55 transreid.train INFO: Epoch[44] Iter[60/486] Loss: 0.084, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 17:15:00 transreid.train INFO: Epoch[44] Iter[70/486] Loss: 0.086, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:15:06 transreid.train INFO: Epoch[44] Iter[80/486] Loss: 0.088, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:15:11 transreid.train INFO: Epoch[44] Iter[90/486] Loss: 0.085, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:15:16 transreid.train INFO: Epoch[44] Iter[100/486] Loss: 0.083, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 17:15:22 transreid.train INFO: Epoch[44] Iter[110/486] Loss: 0.085, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:15:28 transreid.train INFO: Epoch[44] Iter[120/486] Loss: 0.082, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:15:33 transreid.train INFO: Epoch[44] Iter[130/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:15:39 transreid.train INFO: Epoch[44] Iter[140/486] Loss: 0.082, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:15:44 transreid.train INFO: Epoch[44] Iter[150/486] Loss: 0.081, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:15:50 transreid.train INFO: Epoch[44] Iter[160/486] Loss: 0.082, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:15:55 transreid.train INFO: Epoch[44] Iter[170/486] Loss: 0.081, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:16:01 transreid.train INFO: Epoch[44] Iter[180/486] Loss: 0.081, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:16:06 transreid.train INFO: Epoch[44] Iter[190/486] Loss: 0.082, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:16:12 transreid.train INFO: Epoch[44] Iter[200/486] Loss: 0.083, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:16:17 transreid.train INFO: Epoch[44] Iter[210/486] Loss: 0.082, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:16:23 transreid.train INFO: Epoch[44] Iter[220/486] Loss: 0.082, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:16:26 transreid.train INFO: Epoch[44] Iter[230/486] Loss: 0.081, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:16:31 transreid.train INFO: Epoch[44] Iter[240/486] Loss: 0.081, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:16:37 transreid.train INFO: Epoch[44] Iter[250/486] Loss: 0.082, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:16:42 transreid.train INFO: Epoch[44] Iter[260/486] Loss: 0.081, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:16:48 transreid.train INFO: Epoch[44] Iter[270/486] Loss: 0.081, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:16:53 transreid.train INFO: Epoch[44] Iter[280/486] Loss: 0.082, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:16:59 transreid.train INFO: Epoch[44] Iter[290/486] Loss: 0.081, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:17:04 transreid.train INFO: Epoch[44] Iter[300/486] Loss: 0.080, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:17:10 transreid.train INFO: Epoch[44] Iter[310/486] Loss: 0.080, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:17:15 transreid.train INFO: Epoch[44] Iter[320/486] Loss: 0.080, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:17:21 transreid.train INFO: Epoch[44] Iter[330/486] Loss: 0.080, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:17:26 transreid.train INFO: Epoch[44] Iter[340/486] Loss: 0.079, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 17:17:32 transreid.train INFO: Epoch[44] Iter[350/486] Loss: 0.078, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 17:17:38 transreid.train INFO: Epoch[44] Iter[360/486] Loss: 0.080, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:17:43 transreid.train INFO: Epoch[44] Iter[370/486] Loss: 0.080, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:17:49 transreid.train INFO: Epoch[44] Iter[380/486] Loss: 0.079, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:17:54 transreid.train INFO: Epoch[44] Iter[390/486] Loss: 0.079, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:18:00 transreid.train INFO: Epoch[44] Iter[400/486] Loss: 0.079, Acc: 0.994, Base Lr: 5.63e-03
2024-05-02 17:18:03 transreid.train INFO: Epoch[44] Iter[410/486] Loss: 0.078, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 17:18:08 transreid.train INFO: Epoch[44] Iter[420/486] Loss: 0.078, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 17:18:14 transreid.train INFO: Epoch[44] Iter[430/486] Loss: 0.078, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 17:18:19 transreid.train INFO: Epoch[44] Iter[440/486] Loss: 0.077, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 17:18:25 transreid.train INFO: Epoch[44] Iter[450/486] Loss: 0.076, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 17:18:30 transreid.train INFO: Epoch[44] Iter[460/486] Loss: 0.075, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 17:18:36 transreid.train INFO: Epoch[44] Iter[470/486] Loss: 0.074, Acc: 0.995, Base Lr: 5.63e-03
2024-05-02 17:18:39 transreid.train INFO: Epoch 44 done. Time per epoch: 257.953[s] Speed: 117.9[samples/s]
2024-05-02 17:18:48 transreid.train INFO: Epoch[45] Iter[10/486] Loss: 0.072, Acc: 0.992, Base Lr: 5.54e-03
2024-05-02 17:18:53 transreid.train INFO: Epoch[45] Iter[20/486] Loss: 0.076, Acc: 0.992, Base Lr: 5.54e-03
2024-05-02 17:18:59 transreid.train INFO: Epoch[45] Iter[30/486] Loss: 0.077, Acc: 0.993, Base Lr: 5.54e-03
2024-05-02 17:19:04 transreid.train INFO: Epoch[45] Iter[40/486] Loss: 0.075, Acc: 0.994, Base Lr: 5.54e-03
2024-05-02 17:19:10 transreid.train INFO: Epoch[45] Iter[50/486] Loss: 0.074, Acc: 0.994, Base Lr: 5.54e-03
2024-05-02 17:19:15 transreid.train INFO: Epoch[45] Iter[60/486] Loss: 0.069, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 17:19:20 transreid.train INFO: Epoch[45] Iter[70/486] Loss: 0.069, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 17:19:26 transreid.train INFO: Epoch[45] Iter[80/486] Loss: 0.070, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 17:19:31 transreid.train INFO: Epoch[45] Iter[90/486] Loss: 0.072, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 17:19:36 transreid.train INFO: Epoch[45] Iter[100/486] Loss: 0.071, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:19:40 transreid.train INFO: Epoch[45] Iter[110/486] Loss: 0.072, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:19:45 transreid.train INFO: Epoch[45] Iter[120/486] Loss: 0.070, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:19:51 transreid.train INFO: Epoch[45] Iter[130/486] Loss: 0.071, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 17:19:56 transreid.train INFO: Epoch[45] Iter[140/486] Loss: 0.070, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:20:02 transreid.train INFO: Epoch[45] Iter[150/486] Loss: 0.070, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:20:07 transreid.train INFO: Epoch[45] Iter[160/486] Loss: 0.070, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:20:13 transreid.train INFO: Epoch[45] Iter[170/486] Loss: 0.071, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:20:18 transreid.train INFO: Epoch[45] Iter[180/486] Loss: 0.069, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:20:24 transreid.train INFO: Epoch[45] Iter[190/486] Loss: 0.069, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:20:29 transreid.train INFO: Epoch[45] Iter[200/486] Loss: 0.069, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:20:35 transreid.train INFO: Epoch[45] Iter[210/486] Loss: 0.070, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:20:40 transreid.train INFO: Epoch[45] Iter[220/486] Loss: 0.070, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:20:46 transreid.train INFO: Epoch[45] Iter[230/486] Loss: 0.069, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:20:51 transreid.train INFO: Epoch[45] Iter[240/486] Loss: 0.070, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:20:57 transreid.train INFO: Epoch[45] Iter[250/486] Loss: 0.070, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:21:02 transreid.train INFO: Epoch[45] Iter[260/486] Loss: 0.070, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:21:08 transreid.train INFO: Epoch[45] Iter[270/486] Loss: 0.070, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:21:13 transreid.train INFO: Epoch[45] Iter[280/486] Loss: 0.070, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:21:16 transreid.train INFO: Epoch[45] Iter[290/486] Loss: 0.069, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:21:22 transreid.train INFO: Epoch[45] Iter[300/486] Loss: 0.069, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:21:27 transreid.train INFO: Epoch[45] Iter[310/486] Loss: 0.068, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:21:32 transreid.train INFO: Epoch[45] Iter[320/486] Loss: 0.068, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:21:38 transreid.train INFO: Epoch[45] Iter[330/486] Loss: 0.069, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:21:43 transreid.train INFO: Epoch[45] Iter[340/486] Loss: 0.068, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:21:49 transreid.train INFO: Epoch[45] Iter[350/486] Loss: 0.069, Acc: 0.996, Base Lr: 5.54e-03
2024-05-02 17:21:54 transreid.train INFO: Epoch[45] Iter[360/486] Loss: 0.068, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 17:22:00 transreid.train INFO: Epoch[45] Iter[370/486] Loss: 0.068, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 17:22:06 transreid.train INFO: Epoch[45] Iter[380/486] Loss: 0.068, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 17:22:11 transreid.train INFO: Epoch[45] Iter[390/486] Loss: 0.068, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 17:22:17 transreid.train INFO: Epoch[45] Iter[400/486] Loss: 0.068, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 17:22:22 transreid.train INFO: Epoch[45] Iter[410/486] Loss: 0.068, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 17:22:28 transreid.train INFO: Epoch[45] Iter[420/486] Loss: 0.068, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 17:22:33 transreid.train INFO: Epoch[45] Iter[430/486] Loss: 0.068, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 17:22:38 transreid.train INFO: Epoch[45] Iter[440/486] Loss: 0.068, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 17:22:44 transreid.train INFO: Epoch[45] Iter[450/486] Loss: 0.068, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 17:22:49 transreid.train INFO: Epoch[45] Iter[460/486] Loss: 0.068, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 17:22:53 transreid.train INFO: Epoch[45] Iter[470/486] Loss: 0.067, Acc: 0.995, Base Lr: 5.54e-03
2024-05-02 17:22:55 transreid.train INFO: Epoch 45 done. Time per epoch: 255.618[s] Speed: 118.4[samples/s]
2024-05-02 17:23:03 transreid.train INFO: Epoch[46] Iter[10/486] Loss: 0.086, Acc: 0.994, Base Lr: 5.44e-03
2024-05-02 17:23:09 transreid.train INFO: Epoch[46] Iter[20/486] Loss: 0.064, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 17:23:14 transreid.train INFO: Epoch[46] Iter[30/486] Loss: 0.064, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:23:20 transreid.train INFO: Epoch[46] Iter[40/486] Loss: 0.067, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:23:25 transreid.train INFO: Epoch[46] Iter[50/486] Loss: 0.068, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:23:30 transreid.train INFO: Epoch[46] Iter[60/486] Loss: 0.066, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:23:36 transreid.train INFO: Epoch[46] Iter[70/486] Loss: 0.065, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:23:41 transreid.train INFO: Epoch[46] Iter[80/486] Loss: 0.062, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 17:23:47 transreid.train INFO: Epoch[46] Iter[90/486] Loss: 0.063, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 17:23:52 transreid.train INFO: Epoch[46] Iter[100/486] Loss: 0.064, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:23:58 transreid.train INFO: Epoch[46] Iter[110/486] Loss: 0.066, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:24:03 transreid.train INFO: Epoch[46] Iter[120/486] Loss: 0.068, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:24:09 transreid.train INFO: Epoch[46] Iter[130/486] Loss: 0.066, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:24:15 transreid.train INFO: Epoch[46] Iter[140/486] Loss: 0.066, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:24:20 transreid.train INFO: Epoch[46] Iter[150/486] Loss: 0.066, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:24:25 transreid.train INFO: Epoch[46] Iter[160/486] Loss: 0.066, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 17:24:28 transreid.train INFO: Epoch[46] Iter[170/486] Loss: 0.066, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 17:24:34 transreid.train INFO: Epoch[46] Iter[180/486] Loss: 0.065, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 17:24:39 transreid.train INFO: Epoch[46] Iter[190/486] Loss: 0.065, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 17:24:45 transreid.train INFO: Epoch[46] Iter[200/486] Loss: 0.064, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 17:24:50 transreid.train INFO: Epoch[46] Iter[210/486] Loss: 0.063, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 17:24:56 transreid.train INFO: Epoch[46] Iter[220/486] Loss: 0.062, Acc: 0.997, Base Lr: 5.44e-03
2024-05-02 17:25:01 transreid.train INFO: Epoch[46] Iter[230/486] Loss: 0.063, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:25:07 transreid.train INFO: Epoch[46] Iter[240/486] Loss: 0.063, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:25:12 transreid.train INFO: Epoch[46] Iter[250/486] Loss: 0.064, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:25:18 transreid.train INFO: Epoch[46] Iter[260/486] Loss: 0.065, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:25:23 transreid.train INFO: Epoch[46] Iter[270/486] Loss: 0.065, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:25:29 transreid.train INFO: Epoch[46] Iter[280/486] Loss: 0.065, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:25:34 transreid.train INFO: Epoch[46] Iter[290/486] Loss: 0.065, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:25:40 transreid.train INFO: Epoch[46] Iter[300/486] Loss: 0.065, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:25:45 transreid.train INFO: Epoch[46] Iter[310/486] Loss: 0.066, Acc: 0.995, Base Lr: 5.44e-03
2024-05-02 17:25:51 transreid.train INFO: Epoch[46] Iter[320/486] Loss: 0.066, Acc: 0.995, Base Lr: 5.44e-03
2024-05-02 17:25:56 transreid.train INFO: Epoch[46] Iter[330/486] Loss: 0.066, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:26:02 transreid.train INFO: Epoch[46] Iter[340/486] Loss: 0.066, Acc: 0.995, Base Lr: 5.44e-03
2024-05-02 17:26:06 transreid.train INFO: Epoch[46] Iter[350/486] Loss: 0.065, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:26:10 transreid.train INFO: Epoch[46] Iter[360/486] Loss: 0.065, Acc: 0.995, Base Lr: 5.44e-03
2024-05-02 17:26:16 transreid.train INFO: Epoch[46] Iter[370/486] Loss: 0.065, Acc: 0.995, Base Lr: 5.44e-03
2024-05-02 17:26:21 transreid.train INFO: Epoch[46] Iter[380/486] Loss: 0.065, Acc: 0.995, Base Lr: 5.44e-03
2024-05-02 17:26:27 transreid.train INFO: Epoch[46] Iter[390/486] Loss: 0.065, Acc: 0.995, Base Lr: 5.44e-03
2024-05-02 17:26:32 transreid.train INFO: Epoch[46] Iter[400/486] Loss: 0.064, Acc: 0.995, Base Lr: 5.44e-03
2024-05-02 17:26:38 transreid.train INFO: Epoch[46] Iter[410/486] Loss: 0.064, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:26:43 transreid.train INFO: Epoch[46] Iter[420/486] Loss: 0.064, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:26:49 transreid.train INFO: Epoch[46] Iter[430/486] Loss: 0.064, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:26:54 transreid.train INFO: Epoch[46] Iter[440/486] Loss: 0.064, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:27:00 transreid.train INFO: Epoch[46] Iter[450/486] Loss: 0.065, Acc: 0.995, Base Lr: 5.44e-03
2024-05-02 17:27:05 transreid.train INFO: Epoch[46] Iter[460/486] Loss: 0.064, Acc: 0.995, Base Lr: 5.44e-03
2024-05-02 17:27:11 transreid.train INFO: Epoch[46] Iter[470/486] Loss: 0.064, Acc: 0.996, Base Lr: 5.44e-03
2024-05-02 17:27:13 transreid.train INFO: Epoch 46 done. Time per epoch: 258.077[s] Speed: 117.3[samples/s]
2024-05-02 17:27:21 transreid.train INFO: Epoch[47] Iter[10/486] Loss: 0.068, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:27:27 transreid.train INFO: Epoch[47] Iter[20/486] Loss: 0.067, Acc: 0.998, Base Lr: 5.34e-03
2024-05-02 17:27:32 transreid.train INFO: Epoch[47] Iter[30/486] Loss: 0.079, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:27:38 transreid.train INFO: Epoch[47] Iter[40/486] Loss: 0.076, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:27:41 transreid.train INFO: Epoch[47] Iter[50/486] Loss: 0.074, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:27:46 transreid.train INFO: Epoch[47] Iter[60/486] Loss: 0.079, Acc: 0.994, Base Lr: 5.34e-03
2024-05-02 17:27:52 transreid.train INFO: Epoch[47] Iter[70/486] Loss: 0.076, Acc: 0.994, Base Lr: 5.34e-03
2024-05-02 17:27:57 transreid.train INFO: Epoch[47] Iter[80/486] Loss: 0.077, Acc: 0.994, Base Lr: 5.34e-03
2024-05-02 17:28:03 transreid.train INFO: Epoch[47] Iter[90/486] Loss: 0.075, Acc: 0.994, Base Lr: 5.34e-03
2024-05-02 17:28:08 transreid.train INFO: Epoch[47] Iter[100/486] Loss: 0.074, Acc: 0.994, Base Lr: 5.34e-03
2024-05-02 17:28:14 transreid.train INFO: Epoch[47] Iter[110/486] Loss: 0.072, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:28:19 transreid.train INFO: Epoch[47] Iter[120/486] Loss: 0.074, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:28:25 transreid.train INFO: Epoch[47] Iter[130/486] Loss: 0.072, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:28:30 transreid.train INFO: Epoch[47] Iter[140/486] Loss: 0.070, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:28:36 transreid.train INFO: Epoch[47] Iter[150/486] Loss: 0.069, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:28:41 transreid.train INFO: Epoch[47] Iter[160/486] Loss: 0.069, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:28:47 transreid.train INFO: Epoch[47] Iter[170/486] Loss: 0.068, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:28:52 transreid.train INFO: Epoch[47] Iter[180/486] Loss: 0.068, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:28:58 transreid.train INFO: Epoch[47] Iter[190/486] Loss: 0.067, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:29:03 transreid.train INFO: Epoch[47] Iter[200/486] Loss: 0.067, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:29:09 transreid.train INFO: Epoch[47] Iter[210/486] Loss: 0.067, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:29:14 transreid.train INFO: Epoch[47] Iter[220/486] Loss: 0.066, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:29:18 transreid.train INFO: Epoch[47] Iter[230/486] Loss: 0.066, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:29:22 transreid.train INFO: Epoch[47] Iter[240/486] Loss: 0.066, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:29:27 transreid.train INFO: Epoch[47] Iter[250/486] Loss: 0.065, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:29:33 transreid.train INFO: Epoch[47] Iter[260/486] Loss: 0.065, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:29:39 transreid.train INFO: Epoch[47] Iter[270/486] Loss: 0.065, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:29:44 transreid.train INFO: Epoch[47] Iter[280/486] Loss: 0.064, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:29:50 transreid.train INFO: Epoch[47] Iter[290/486] Loss: 0.064, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:29:56 transreid.train INFO: Epoch[47] Iter[300/486] Loss: 0.064, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:30:01 transreid.train INFO: Epoch[47] Iter[310/486] Loss: 0.064, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:30:07 transreid.train INFO: Epoch[47] Iter[320/486] Loss: 0.064, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:30:12 transreid.train INFO: Epoch[47] Iter[330/486] Loss: 0.064, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:30:18 transreid.train INFO: Epoch[47] Iter[340/486] Loss: 0.064, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:30:23 transreid.train INFO: Epoch[47] Iter[350/486] Loss: 0.065, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:30:29 transreid.train INFO: Epoch[47] Iter[360/486] Loss: 0.066, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:30:35 transreid.train INFO: Epoch[47] Iter[370/486] Loss: 0.066, Acc: 0.996, Base Lr: 5.34e-03
2024-05-02 17:30:40 transreid.train INFO: Epoch[47] Iter[380/486] Loss: 0.066, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:30:45 transreid.train INFO: Epoch[47] Iter[390/486] Loss: 0.067, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:30:48 transreid.train INFO: Epoch[47] Iter[400/486] Loss: 0.067, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:30:52 transreid.train INFO: Epoch[47] Iter[410/486] Loss: 0.066, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:30:55 transreid.train INFO: Epoch[47] Iter[420/486] Loss: 0.067, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:30:58 transreid.train INFO: Epoch[47] Iter[430/486] Loss: 0.067, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:31:01 transreid.train INFO: Epoch[47] Iter[440/486] Loss: 0.066, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:31:04 transreid.train INFO: Epoch[47] Iter[450/486] Loss: 0.067, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:31:07 transreid.train INFO: Epoch[47] Iter[460/486] Loss: 0.066, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:31:10 transreid.train INFO: Epoch[47] Iter[470/486] Loss: 0.066, Acc: 0.995, Base Lr: 5.34e-03
2024-05-02 17:31:11 transreid.train INFO: Epoch 47 done. Time per epoch: 238.314[s] Speed: 126.8[samples/s]
2024-05-02 17:31:17 transreid.train INFO: Epoch[48] Iter[10/486] Loss: 0.093, Acc: 0.992, Base Lr: 5.24e-03
2024-05-02 17:31:20 transreid.train INFO: Epoch[48] Iter[20/486] Loss: 0.078, Acc: 0.995, Base Lr: 5.24e-03
2024-05-02 17:31:23 transreid.train INFO: Epoch[48] Iter[30/486] Loss: 0.077, Acc: 0.995, Base Lr: 5.24e-03
2024-05-02 17:31:26 transreid.train INFO: Epoch[48] Iter[40/486] Loss: 0.070, Acc: 0.996, Base Lr: 5.24e-03
2024-05-02 17:31:29 transreid.train INFO: Epoch[48] Iter[50/486] Loss: 0.069, Acc: 0.996, Base Lr: 5.24e-03
2024-05-02 17:31:32 transreid.train INFO: Epoch[48] Iter[60/486] Loss: 0.068, Acc: 0.995, Base Lr: 5.24e-03
2024-05-02 17:31:35 transreid.train INFO: Epoch[48] Iter[70/486] Loss: 0.071, Acc: 0.996, Base Lr: 5.24e-03
2024-05-02 17:31:38 transreid.train INFO: Epoch[48] Iter[80/486] Loss: 0.070, Acc: 0.996, Base Lr: 5.24e-03
2024-05-02 17:31:41 transreid.train INFO: Epoch[48] Iter[90/486] Loss: 0.071, Acc: 0.995, Base Lr: 5.24e-03
2024-05-02 17:31:44 transreid.train INFO: Epoch[48] Iter[100/486] Loss: 0.071, Acc: 0.995, Base Lr: 5.24e-03
2024-05-02 17:31:47 transreid.train INFO: Epoch[48] Iter[110/486] Loss: 0.070, Acc: 0.996, Base Lr: 5.24e-03
2024-05-02 17:31:50 transreid.train INFO: Epoch[48] Iter[120/486] Loss: 0.069, Acc: 0.996, Base Lr: 5.24e-03
2024-05-02 17:31:53 transreid.train INFO: Epoch[48] Iter[130/486] Loss: 0.068, Acc: 0.996, Base Lr: 5.24e-03
2024-05-02 17:31:56 transreid.train INFO: Epoch[48] Iter[140/486] Loss: 0.066, Acc: 0.996, Base Lr: 5.24e-03
2024-05-02 17:32:00 transreid.train INFO: Epoch[48] Iter[150/486] Loss: 0.064, Acc: 0.996, Base Lr: 5.24e-03
2024-05-02 17:32:03 transreid.train INFO: Epoch[48] Iter[160/486] Loss: 0.064, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:32:06 transreid.train INFO: Epoch[48] Iter[170/486] Loss: 0.064, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:32:09 transreid.train INFO: Epoch[48] Iter[180/486] Loss: 0.064, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:32:12 transreid.train INFO: Epoch[48] Iter[190/486] Loss: 0.064, Acc: 0.996, Base Lr: 5.24e-03
2024-05-02 17:32:15 transreid.train INFO: Epoch[48] Iter[200/486] Loss: 0.063, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:32:18 transreid.train INFO: Epoch[48] Iter[210/486] Loss: 0.062, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:32:21 transreid.train INFO: Epoch[48] Iter[220/486] Loss: 0.062, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:32:24 transreid.train INFO: Epoch[48] Iter[230/486] Loss: 0.060, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:32:27 transreid.train INFO: Epoch[48] Iter[240/486] Loss: 0.060, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:32:30 transreid.train INFO: Epoch[48] Iter[250/486] Loss: 0.060, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:32:33 transreid.train INFO: Epoch[48] Iter[260/486] Loss: 0.060, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:32:36 transreid.train INFO: Epoch[48] Iter[270/486] Loss: 0.059, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:32:39 transreid.train INFO: Epoch[48] Iter[280/486] Loss: 0.060, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:32:42 transreid.train INFO: Epoch[48] Iter[290/486] Loss: 0.059, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:32:45 transreid.train INFO: Epoch[48] Iter[300/486] Loss: 0.059, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:32:48 transreid.train INFO: Epoch[48] Iter[310/486] Loss: 0.058, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:32:51 transreid.train INFO: Epoch[48] Iter[320/486] Loss: 0.058, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:32:54 transreid.train INFO: Epoch[48] Iter[330/486] Loss: 0.058, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:32:58 transreid.train INFO: Epoch[48] Iter[340/486] Loss: 0.057, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:33:01 transreid.train INFO: Epoch[48] Iter[350/486] Loss: 0.057, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:33:04 transreid.train INFO: Epoch[48] Iter[360/486] Loss: 0.056, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:33:07 transreid.train INFO: Epoch[48] Iter[370/486] Loss: 0.056, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:33:10 transreid.train INFO: Epoch[48] Iter[380/486] Loss: 0.056, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:33:13 transreid.train INFO: Epoch[48] Iter[390/486] Loss: 0.056, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:33:16 transreid.train INFO: Epoch[48] Iter[400/486] Loss: 0.055, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:33:19 transreid.train INFO: Epoch[48] Iter[410/486] Loss: 0.056, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:33:22 transreid.train INFO: Epoch[48] Iter[420/486] Loss: 0.056, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:33:25 transreid.train INFO: Epoch[48] Iter[430/486] Loss: 0.056, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:33:28 transreid.train INFO: Epoch[48] Iter[440/486] Loss: 0.056, Acc: 0.997, Base Lr: 5.24e-03
2024-05-02 17:33:31 transreid.train INFO: Epoch[48] Iter[450/486] Loss: 0.056, Acc: 0.996, Base Lr: 5.24e-03
2024-05-02 17:33:34 transreid.train INFO: Epoch[48] Iter[460/486] Loss: 0.056, Acc: 0.996, Base Lr: 5.24e-03
2024-05-02 17:33:37 transreid.train INFO: Epoch[48] Iter[470/486] Loss: 0.056, Acc: 0.996, Base Lr: 5.24e-03
2024-05-02 17:33:38 transreid.train INFO: Epoch 48 done. Time per epoch: 146.178[s] Speed: 205.8[samples/s]
2024-05-02 17:33:43 transreid.train INFO: Epoch[49] Iter[10/486] Loss: 0.063, Acc: 0.995, Base Lr: 5.14e-03
2024-05-02 17:33:46 transreid.train INFO: Epoch[49] Iter[20/486] Loss: 0.057, Acc: 0.998, Base Lr: 5.14e-03
2024-05-02 17:33:49 transreid.train INFO: Epoch[49] Iter[30/486] Loss: 0.055, Acc: 0.997, Base Lr: 5.14e-03
2024-05-02 17:33:52 transreid.train INFO: Epoch[49] Iter[40/486] Loss: 0.058, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:33:55 transreid.train INFO: Epoch[49] Iter[50/486] Loss: 0.060, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:33:58 transreid.train INFO: Epoch[49] Iter[60/486] Loss: 0.059, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:34:01 transreid.train INFO: Epoch[49] Iter[70/486] Loss: 0.058, Acc: 0.997, Base Lr: 5.14e-03
2024-05-02 17:34:04 transreid.train INFO: Epoch[49] Iter[80/486] Loss: 0.061, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:34:07 transreid.train INFO: Epoch[49] Iter[90/486] Loss: 0.060, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:34:11 transreid.train INFO: Epoch[49] Iter[100/486] Loss: 0.061, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:34:14 transreid.train INFO: Epoch[49] Iter[110/486] Loss: 0.060, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:34:17 transreid.train INFO: Epoch[49] Iter[120/486] Loss: 0.060, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:34:20 transreid.train INFO: Epoch[49] Iter[130/486] Loss: 0.060, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:34:23 transreid.train INFO: Epoch[49] Iter[140/486] Loss: 0.059, Acc: 0.997, Base Lr: 5.14e-03
2024-05-02 17:34:26 transreid.train INFO: Epoch[49] Iter[150/486] Loss: 0.059, Acc: 0.997, Base Lr: 5.14e-03
2024-05-02 17:34:29 transreid.train INFO: Epoch[49] Iter[160/486] Loss: 0.058, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:34:32 transreid.train INFO: Epoch[49] Iter[170/486] Loss: 0.059, Acc: 0.997, Base Lr: 5.14e-03
2024-05-02 17:34:35 transreid.train INFO: Epoch[49] Iter[180/486] Loss: 0.058, Acc: 0.997, Base Lr: 5.14e-03
2024-05-02 17:34:38 transreid.train INFO: Epoch[49] Iter[190/486] Loss: 0.058, Acc: 0.997, Base Lr: 5.14e-03
2024-05-02 17:34:41 transreid.train INFO: Epoch[49] Iter[200/486] Loss: 0.059, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:34:44 transreid.train INFO: Epoch[49] Iter[210/486] Loss: 0.059, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:34:47 transreid.train INFO: Epoch[49] Iter[220/486] Loss: 0.059, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:34:50 transreid.train INFO: Epoch[49] Iter[230/486] Loss: 0.059, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:34:53 transreid.train INFO: Epoch[49] Iter[240/486] Loss: 0.060, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:34:56 transreid.train INFO: Epoch[49] Iter[250/486] Loss: 0.059, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:34:59 transreid.train INFO: Epoch[49] Iter[260/486] Loss: 0.059, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:35:02 transreid.train INFO: Epoch[49] Iter[270/486] Loss: 0.059, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:35:05 transreid.train INFO: Epoch[49] Iter[280/486] Loss: 0.059, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:35:08 transreid.train INFO: Epoch[49] Iter[290/486] Loss: 0.060, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:35:11 transreid.train INFO: Epoch[49] Iter[300/486] Loss: 0.059, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:35:14 transreid.train INFO: Epoch[49] Iter[310/486] Loss: 0.059, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:35:17 transreid.train INFO: Epoch[49] Iter[320/486] Loss: 0.059, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:35:20 transreid.train INFO: Epoch[49] Iter[330/486] Loss: 0.059, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:35:23 transreid.train INFO: Epoch[49] Iter[340/486] Loss: 0.058, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:35:26 transreid.train INFO: Epoch[49] Iter[350/486] Loss: 0.058, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:35:29 transreid.train INFO: Epoch[49] Iter[360/486] Loss: 0.058, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:35:32 transreid.train INFO: Epoch[49] Iter[370/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:35:35 transreid.train INFO: Epoch[49] Iter[380/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:35:38 transreid.train INFO: Epoch[49] Iter[390/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:35:41 transreid.train INFO: Epoch[49] Iter[400/486] Loss: 0.056, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:35:44 transreid.train INFO: Epoch[49] Iter[410/486] Loss: 0.055, Acc: 0.996, Base Lr: 5.14e-03
2024-05-02 17:35:47 transreid.train INFO: Epoch[49] Iter[420/486] Loss: 0.055, Acc: 0.997, Base Lr: 5.14e-03
2024-05-02 17:35:50 transreid.train INFO: Epoch[49] Iter[430/486] Loss: 0.054, Acc: 0.997, Base Lr: 5.14e-03
2024-05-02 17:35:53 transreid.train INFO: Epoch[49] Iter[440/486] Loss: 0.054, Acc: 0.997, Base Lr: 5.14e-03
2024-05-02 17:35:56 transreid.train INFO: Epoch[49] Iter[450/486] Loss: 0.054, Acc: 0.997, Base Lr: 5.14e-03
2024-05-02 17:35:59 transreid.train INFO: Epoch[49] Iter[460/486] Loss: 0.053, Acc: 0.997, Base Lr: 5.14e-03
2024-05-02 17:36:02 transreid.train INFO: Epoch[49] Iter[470/486] Loss: 0.053, Acc: 0.997, Base Lr: 5.14e-03
2024-05-02 17:36:04 transreid.train INFO: Epoch 49 done. Time per epoch: 146.343[s] Speed: 206.9[samples/s]
2024-05-02 17:36:10 transreid.train INFO: Epoch[50] Iter[10/486] Loss: 0.066, Acc: 0.995, Base Lr: 5.04e-03
2024-05-02 17:36:13 transreid.train INFO: Epoch[50] Iter[20/486] Loss: 0.062, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:36:16 transreid.train INFO: Epoch[50] Iter[30/486] Loss: 0.062, Acc: 0.995, Base Lr: 5.04e-03
2024-05-02 17:36:19 transreid.train INFO: Epoch[50] Iter[40/486] Loss: 0.060, Acc: 0.995, Base Lr: 5.04e-03
2024-05-02 17:36:22 transreid.train INFO: Epoch[50] Iter[50/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:36:25 transreid.train INFO: Epoch[50] Iter[60/486] Loss: 0.058, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:36:28 transreid.train INFO: Epoch[50] Iter[70/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:36:31 transreid.train INFO: Epoch[50] Iter[80/486] Loss: 0.056, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:36:34 transreid.train INFO: Epoch[50] Iter[90/486] Loss: 0.054, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 17:36:37 transreid.train INFO: Epoch[50] Iter[100/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:36:40 transreid.train INFO: Epoch[50] Iter[110/486] Loss: 0.056, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:36:43 transreid.train INFO: Epoch[50] Iter[120/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:36:46 transreid.train INFO: Epoch[50] Iter[130/486] Loss: 0.056, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:36:49 transreid.train INFO: Epoch[50] Iter[140/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:36:52 transreid.train INFO: Epoch[50] Iter[150/486] Loss: 0.056, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:36:55 transreid.train INFO: Epoch[50] Iter[160/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:36:58 transreid.train INFO: Epoch[50] Iter[170/486] Loss: 0.058, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:37:01 transreid.train INFO: Epoch[50] Iter[180/486] Loss: 0.058, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:37:04 transreid.train INFO: Epoch[50] Iter[190/486] Loss: 0.058, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:37:07 transreid.train INFO: Epoch[50] Iter[200/486] Loss: 0.058, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:37:10 transreid.train INFO: Epoch[50] Iter[210/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:37:13 transreid.train INFO: Epoch[50] Iter[220/486] Loss: 0.056, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:37:16 transreid.train INFO: Epoch[50] Iter[230/486] Loss: 0.056, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 17:37:19 transreid.train INFO: Epoch[50] Iter[240/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:37:22 transreid.train INFO: Epoch[50] Iter[250/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:37:25 transreid.train INFO: Epoch[50] Iter[260/486] Loss: 0.057, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 17:37:28 transreid.train INFO: Epoch[50] Iter[270/486] Loss: 0.056, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 17:37:31 transreid.train INFO: Epoch[50] Iter[280/486] Loss: 0.057, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 17:37:34 transreid.train INFO: Epoch[50] Iter[290/486] Loss: 0.056, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 17:37:37 transreid.train INFO: Epoch[50] Iter[300/486] Loss: 0.056, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 17:37:40 transreid.train INFO: Epoch[50] Iter[310/486] Loss: 0.056, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 17:37:43 transreid.train INFO: Epoch[50] Iter[320/486] Loss: 0.057, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 17:37:46 transreid.train INFO: Epoch[50] Iter[330/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:37:49 transreid.train INFO: Epoch[50] Iter[340/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:37:53 transreid.train INFO: Epoch[50] Iter[350/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:37:56 transreid.train INFO: Epoch[50] Iter[360/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:37:59 transreid.train INFO: Epoch[50] Iter[370/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:38:02 transreid.train INFO: Epoch[50] Iter[380/486] Loss: 0.057, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 17:38:05 transreid.train INFO: Epoch[50] Iter[390/486] Loss: 0.056, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 17:38:08 transreid.train INFO: Epoch[50] Iter[400/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:38:11 transreid.train INFO: Epoch[50] Iter[410/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:38:14 transreid.train INFO: Epoch[50] Iter[420/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:38:17 transreid.train INFO: Epoch[50] Iter[430/486] Loss: 0.057, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:38:20 transreid.train INFO: Epoch[50] Iter[440/486] Loss: 0.056, Acc: 0.996, Base Lr: 5.04e-03
2024-05-02 17:38:23 transreid.train INFO: Epoch[50] Iter[450/486] Loss: 0.056, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 17:38:26 transreid.train INFO: Epoch[50] Iter[460/486] Loss: 0.055, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 17:38:29 transreid.train INFO: Epoch[50] Iter[470/486] Loss: 0.055, Acc: 0.997, Base Lr: 5.04e-03
2024-05-02 17:38:30 transreid.train INFO: Epoch 50 done. Time per epoch: 146.403[s] Speed: 206.8[samples/s]
2024-05-02 17:38:36 transreid.train INFO: Epoch[51] Iter[10/486] Loss: 0.067, Acc: 0.992, Base Lr: 4.94e-03
2024-05-02 17:38:39 transreid.train INFO: Epoch[51] Iter[20/486] Loss: 0.061, Acc: 0.995, Base Lr: 4.94e-03
2024-05-02 17:38:42 transreid.train INFO: Epoch[51] Iter[30/486] Loss: 0.064, Acc: 0.994, Base Lr: 4.94e-03
2024-05-02 17:38:45 transreid.train INFO: Epoch[51] Iter[40/486] Loss: 0.060, Acc: 0.995, Base Lr: 4.94e-03
2024-05-02 17:38:48 transreid.train INFO: Epoch[51] Iter[50/486] Loss: 0.057, Acc: 0.995, Base Lr: 4.94e-03
2024-05-02 17:38:51 transreid.train INFO: Epoch[51] Iter[60/486] Loss: 0.055, Acc: 0.995, Base Lr: 4.94e-03
2024-05-02 17:38:54 transreid.train INFO: Epoch[51] Iter[70/486] Loss: 0.053, Acc: 0.995, Base Lr: 4.94e-03
2024-05-02 17:38:57 transreid.train INFO: Epoch[51] Iter[80/486] Loss: 0.053, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:39:00 transreid.train INFO: Epoch[51] Iter[90/486] Loss: 0.053, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:39:03 transreid.train INFO: Epoch[51] Iter[100/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:39:06 transreid.train INFO: Epoch[51] Iter[110/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:39:09 transreid.train INFO: Epoch[51] Iter[120/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:39:12 transreid.train INFO: Epoch[51] Iter[130/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:39:15 transreid.train INFO: Epoch[51] Iter[140/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:39:18 transreid.train INFO: Epoch[51] Iter[150/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:39:21 transreid.train INFO: Epoch[51] Iter[160/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:39:24 transreid.train INFO: Epoch[51] Iter[170/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:39:27 transreid.train INFO: Epoch[51] Iter[180/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:39:30 transreid.train INFO: Epoch[51] Iter[190/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:39:34 transreid.train INFO: Epoch[51] Iter[200/486] Loss: 0.053, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:39:37 transreid.train INFO: Epoch[51] Iter[210/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:39:40 transreid.train INFO: Epoch[51] Iter[220/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:39:43 transreid.train INFO: Epoch[51] Iter[230/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:39:46 transreid.train INFO: Epoch[51] Iter[240/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:39:49 transreid.train INFO: Epoch[51] Iter[250/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:39:52 transreid.train INFO: Epoch[51] Iter[260/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:39:55 transreid.train INFO: Epoch[51] Iter[270/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:39:58 transreid.train INFO: Epoch[51] Iter[280/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:40:01 transreid.train INFO: Epoch[51] Iter[290/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:40:04 transreid.train INFO: Epoch[51] Iter[300/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:40:07 transreid.train INFO: Epoch[51] Iter[310/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:40:10 transreid.train INFO: Epoch[51] Iter[320/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:40:13 transreid.train INFO: Epoch[51] Iter[330/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:40:16 transreid.train INFO: Epoch[51] Iter[340/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:40:19 transreid.train INFO: Epoch[51] Iter[350/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:40:22 transreid.train INFO: Epoch[51] Iter[360/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:40:25 transreid.train INFO: Epoch[51] Iter[370/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:40:28 transreid.train INFO: Epoch[51] Iter[380/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:40:31 transreid.train INFO: Epoch[51] Iter[390/486] Loss: 0.048, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:40:34 transreid.train INFO: Epoch[51] Iter[400/486] Loss: 0.048, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:40:37 transreid.train INFO: Epoch[51] Iter[410/486] Loss: 0.048, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:40:40 transreid.train INFO: Epoch[51] Iter[420/486] Loss: 0.048, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:40:43 transreid.train INFO: Epoch[51] Iter[430/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:40:46 transreid.train INFO: Epoch[51] Iter[440/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.94e-03
2024-05-02 17:40:49 transreid.train INFO: Epoch[51] Iter[450/486] Loss: 0.047, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:40:52 transreid.train INFO: Epoch[51] Iter[460/486] Loss: 0.048, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:40:55 transreid.train INFO: Epoch[51] Iter[470/486] Loss: 0.047, Acc: 0.996, Base Lr: 4.94e-03
2024-05-02 17:40:58 transreid.train INFO: Epoch 51 done. Time per epoch: 148.083[s] Speed: 206.2[samples/s]
2024-05-02 17:41:04 transreid.train INFO: Epoch[52] Iter[10/486] Loss: 0.065, Acc: 0.994, Base Lr: 4.84e-03
2024-05-02 17:41:07 transreid.train INFO: Epoch[52] Iter[20/486] Loss: 0.062, Acc: 0.995, Base Lr: 4.84e-03
2024-05-02 17:41:10 transreid.train INFO: Epoch[52] Iter[30/486] Loss: 0.054, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:41:13 transreid.train INFO: Epoch[52] Iter[40/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.84e-03
2024-05-02 17:41:16 transreid.train INFO: Epoch[52] Iter[50/486] Loss: 0.049, Acc: 0.998, Base Lr: 4.84e-03
2024-05-02 17:41:19 transreid.train INFO: Epoch[52] Iter[60/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.84e-03
2024-05-02 17:41:22 transreid.train INFO: Epoch[52] Iter[70/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:41:25 transreid.train INFO: Epoch[52] Iter[80/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:41:28 transreid.train INFO: Epoch[52] Iter[90/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:41:31 transreid.train INFO: Epoch[52] Iter[100/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:41:35 transreid.train INFO: Epoch[52] Iter[110/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.84e-03
2024-05-02 17:41:38 transreid.train INFO: Epoch[52] Iter[120/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.84e-03
2024-05-02 17:41:41 transreid.train INFO: Epoch[52] Iter[130/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.84e-03
2024-05-02 17:41:44 transreid.train INFO: Epoch[52] Iter[140/486] Loss: 0.051, Acc: 0.997, Base Lr: 4.84e-03
2024-05-02 17:41:47 transreid.train INFO: Epoch[52] Iter[150/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.84e-03
2024-05-02 17:41:50 transreid.train INFO: Epoch[52] Iter[160/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.84e-03
2024-05-02 17:41:53 transreid.train INFO: Epoch[52] Iter[170/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.84e-03
2024-05-02 17:41:56 transreid.train INFO: Epoch[52] Iter[180/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.84e-03
2024-05-02 17:41:59 transreid.train INFO: Epoch[52] Iter[190/486] Loss: 0.052, Acc: 0.997, Base Lr: 4.84e-03
2024-05-02 17:42:02 transreid.train INFO: Epoch[52] Iter[200/486] Loss: 0.052, Acc: 0.997, Base Lr: 4.84e-03
2024-05-02 17:42:05 transreid.train INFO: Epoch[52] Iter[210/486] Loss: 0.051, Acc: 0.997, Base Lr: 4.84e-03
2024-05-02 17:42:08 transreid.train INFO: Epoch[52] Iter[220/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:42:11 transreid.train INFO: Epoch[52] Iter[230/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:42:14 transreid.train INFO: Epoch[52] Iter[240/486] Loss: 0.053, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:42:17 transreid.train INFO: Epoch[52] Iter[250/486] Loss: 0.053, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:42:20 transreid.train INFO: Epoch[52] Iter[260/486] Loss: 0.053, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:42:23 transreid.train INFO: Epoch[52] Iter[270/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:42:26 transreid.train INFO: Epoch[52] Iter[280/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:42:29 transreid.train INFO: Epoch[52] Iter[290/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:42:32 transreid.train INFO: Epoch[52] Iter[300/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:42:35 transreid.train INFO: Epoch[52] Iter[310/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:42:38 transreid.train INFO: Epoch[52] Iter[320/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:42:41 transreid.train INFO: Epoch[52] Iter[330/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:42:44 transreid.train INFO: Epoch[52] Iter[340/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:42:47 transreid.train INFO: Epoch[52] Iter[350/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:42:50 transreid.train INFO: Epoch[52] Iter[360/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:42:53 transreid.train INFO: Epoch[52] Iter[370/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:42:56 transreid.train INFO: Epoch[52] Iter[380/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:43:00 transreid.train INFO: Epoch[52] Iter[390/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:43:03 transreid.train INFO: Epoch[52] Iter[400/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:43:06 transreid.train INFO: Epoch[52] Iter[410/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:43:09 transreid.train INFO: Epoch[52] Iter[420/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:43:12 transreid.train INFO: Epoch[52] Iter[430/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:43:15 transreid.train INFO: Epoch[52] Iter[440/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:43:18 transreid.train INFO: Epoch[52] Iter[450/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:43:21 transreid.train INFO: Epoch[52] Iter[460/486] Loss: 0.049, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:43:24 transreid.train INFO: Epoch[52] Iter[470/486] Loss: 0.049, Acc: 0.996, Base Lr: 4.84e-03
2024-05-02 17:43:26 transreid.train INFO: Epoch 52 done. Time per epoch: 147.799[s] Speed: 205.7[samples/s]
2024-05-02 17:43:32 transreid.train INFO: Epoch[53] Iter[10/486] Loss: 0.108, Acc: 0.989, Base Lr: 4.74e-03
2024-05-02 17:43:35 transreid.train INFO: Epoch[53] Iter[20/486] Loss: 0.078, Acc: 0.992, Base Lr: 4.74e-03
2024-05-02 17:43:38 transreid.train INFO: Epoch[53] Iter[30/486] Loss: 0.067, Acc: 0.995, Base Lr: 4.74e-03
2024-05-02 17:43:41 transreid.train INFO: Epoch[53] Iter[40/486] Loss: 0.062, Acc: 0.995, Base Lr: 4.74e-03
2024-05-02 17:43:44 transreid.train INFO: Epoch[53] Iter[50/486] Loss: 0.060, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:43:47 transreid.train INFO: Epoch[53] Iter[60/486] Loss: 0.061, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:43:50 transreid.train INFO: Epoch[53] Iter[70/486] Loss: 0.059, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:43:53 transreid.train INFO: Epoch[53] Iter[80/486] Loss: 0.058, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:43:56 transreid.train INFO: Epoch[53] Iter[90/486] Loss: 0.062, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:43:59 transreid.train INFO: Epoch[53] Iter[100/486] Loss: 0.062, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:02 transreid.train INFO: Epoch[53] Iter[110/486] Loss: 0.061, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:05 transreid.train INFO: Epoch[53] Iter[120/486] Loss: 0.060, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:08 transreid.train INFO: Epoch[53] Iter[130/486] Loss: 0.060, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:11 transreid.train INFO: Epoch[53] Iter[140/486] Loss: 0.060, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:14 transreid.train INFO: Epoch[53] Iter[150/486] Loss: 0.060, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:17 transreid.train INFO: Epoch[53] Iter[160/486] Loss: 0.059, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:20 transreid.train INFO: Epoch[53] Iter[170/486] Loss: 0.060, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:23 transreid.train INFO: Epoch[53] Iter[180/486] Loss: 0.059, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:26 transreid.train INFO: Epoch[53] Iter[190/486] Loss: 0.057, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:29 transreid.train INFO: Epoch[53] Iter[200/486] Loss: 0.056, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:32 transreid.train INFO: Epoch[53] Iter[210/486] Loss: 0.055, Acc: 0.997, Base Lr: 4.74e-03
2024-05-02 17:44:35 transreid.train INFO: Epoch[53] Iter[220/486] Loss: 0.055, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:39 transreid.train INFO: Epoch[53] Iter[230/486] Loss: 0.055, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:42 transreid.train INFO: Epoch[53] Iter[240/486] Loss: 0.055, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:45 transreid.train INFO: Epoch[53] Iter[250/486] Loss: 0.055, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:48 transreid.train INFO: Epoch[53] Iter[260/486] Loss: 0.056, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:51 transreid.train INFO: Epoch[53] Iter[270/486] Loss: 0.056, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:54 transreid.train INFO: Epoch[53] Iter[280/486] Loss: 0.055, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:44:57 transreid.train INFO: Epoch[53] Iter[290/486] Loss: 0.055, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:00 transreid.train INFO: Epoch[53] Iter[300/486] Loss: 0.054, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:03 transreid.train INFO: Epoch[53] Iter[310/486] Loss: 0.054, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:06 transreid.train INFO: Epoch[53] Iter[320/486] Loss: 0.054, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:09 transreid.train INFO: Epoch[53] Iter[330/486] Loss: 0.053, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:12 transreid.train INFO: Epoch[53] Iter[340/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:15 transreid.train INFO: Epoch[53] Iter[350/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:18 transreid.train INFO: Epoch[53] Iter[360/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:21 transreid.train INFO: Epoch[53] Iter[370/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:24 transreid.train INFO: Epoch[53] Iter[380/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:27 transreid.train INFO: Epoch[53] Iter[390/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:30 transreid.train INFO: Epoch[53] Iter[400/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:33 transreid.train INFO: Epoch[53] Iter[410/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:36 transreid.train INFO: Epoch[53] Iter[420/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:39 transreid.train INFO: Epoch[53] Iter[430/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:43 transreid.train INFO: Epoch[53] Iter[440/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:46 transreid.train INFO: Epoch[53] Iter[450/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:49 transreid.train INFO: Epoch[53] Iter[460/486] Loss: 0.051, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:52 transreid.train INFO: Epoch[53] Iter[470/486] Loss: 0.050, Acc: 0.996, Base Lr: 4.74e-03
2024-05-02 17:45:53 transreid.train INFO: Epoch 53 done. Time per epoch: 147.318[s] Speed: 205.9[samples/s]
2024-05-02 17:45:59 transreid.train INFO: Epoch[54] Iter[10/486] Loss: 0.074, Acc: 0.991, Base Lr: 4.63e-03
2024-05-02 17:46:02 transreid.train INFO: Epoch[54] Iter[20/486] Loss: 0.069, Acc: 0.993, Base Lr: 4.63e-03
2024-05-02 17:46:05 transreid.train INFO: Epoch[54] Iter[30/486] Loss: 0.064, Acc: 0.994, Base Lr: 4.63e-03
2024-05-02 17:46:08 transreid.train INFO: Epoch[54] Iter[40/486] Loss: 0.058, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:46:11 transreid.train INFO: Epoch[54] Iter[50/486] Loss: 0.054, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:46:14 transreid.train INFO: Epoch[54] Iter[60/486] Loss: 0.053, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:46:17 transreid.train INFO: Epoch[54] Iter[70/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:46:20 transreid.train INFO: Epoch[54] Iter[80/486] Loss: 0.051, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:46:23 transreid.train INFO: Epoch[54] Iter[90/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:46:26 transreid.train INFO: Epoch[54] Iter[100/486] Loss: 0.048, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:46:29 transreid.train INFO: Epoch[54] Iter[110/486] Loss: 0.048, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:46:32 transreid.train INFO: Epoch[54] Iter[120/486] Loss: 0.048, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:46:35 transreid.train INFO: Epoch[54] Iter[130/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:46:38 transreid.train INFO: Epoch[54] Iter[140/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:46:41 transreid.train INFO: Epoch[54] Iter[150/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:46:44 transreid.train INFO: Epoch[54] Iter[160/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:46:47 transreid.train INFO: Epoch[54] Iter[170/486] Loss: 0.048, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:46:51 transreid.train INFO: Epoch[54] Iter[180/486] Loss: 0.048, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:46:54 transreid.train INFO: Epoch[54] Iter[190/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:46:57 transreid.train INFO: Epoch[54] Iter[200/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:47:00 transreid.train INFO: Epoch[54] Iter[210/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:47:03 transreid.train INFO: Epoch[54] Iter[220/486] Loss: 0.047, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:47:06 transreid.train INFO: Epoch[54] Iter[230/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:47:09 transreid.train INFO: Epoch[54] Iter[240/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:47:12 transreid.train INFO: Epoch[54] Iter[250/486] Loss: 0.047, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:47:15 transreid.train INFO: Epoch[54] Iter[260/486] Loss: 0.048, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:47:18 transreid.train INFO: Epoch[54] Iter[270/486] Loss: 0.047, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:47:21 transreid.train INFO: Epoch[54] Iter[280/486] Loss: 0.047, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:47:24 transreid.train INFO: Epoch[54] Iter[290/486] Loss: 0.047, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:47:27 transreid.train INFO: Epoch[54] Iter[300/486] Loss: 0.047, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:47:30 transreid.train INFO: Epoch[54] Iter[310/486] Loss: 0.046, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:47:33 transreid.train INFO: Epoch[54] Iter[320/486] Loss: 0.046, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:47:36 transreid.train INFO: Epoch[54] Iter[330/486] Loss: 0.046, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:47:39 transreid.train INFO: Epoch[54] Iter[340/486] Loss: 0.045, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:47:42 transreid.train INFO: Epoch[54] Iter[350/486] Loss: 0.046, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:47:45 transreid.train INFO: Epoch[54] Iter[360/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:47:48 transreid.train INFO: Epoch[54] Iter[370/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:47:52 transreid.train INFO: Epoch[54] Iter[380/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:47:55 transreid.train INFO: Epoch[54] Iter[390/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:47:58 transreid.train INFO: Epoch[54] Iter[400/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:48:01 transreid.train INFO: Epoch[54] Iter[410/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:48:04 transreid.train INFO: Epoch[54] Iter[420/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.63e-03
2024-05-02 17:48:07 transreid.train INFO: Epoch[54] Iter[430/486] Loss: 0.046, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:48:10 transreid.train INFO: Epoch[54] Iter[440/486] Loss: 0.045, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:48:13 transreid.train INFO: Epoch[54] Iter[450/486] Loss: 0.045, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:48:16 transreid.train INFO: Epoch[54] Iter[460/486] Loss: 0.046, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:48:19 transreid.train INFO: Epoch[54] Iter[470/486] Loss: 0.046, Acc: 0.996, Base Lr: 4.63e-03
2024-05-02 17:48:22 transreid.train INFO: Epoch 54 done. Time per epoch: 148.388[s] Speed: 205.7[samples/s]
2024-05-02 17:48:28 transreid.train INFO: Epoch[55] Iter[10/486] Loss: 0.054, Acc: 0.994, Base Lr: 4.53e-03
2024-05-02 17:48:31 transreid.train INFO: Epoch[55] Iter[20/486] Loss: 0.061, Acc: 0.995, Base Lr: 4.53e-03
2024-05-02 17:48:34 transreid.train INFO: Epoch[55] Iter[30/486] Loss: 0.055, Acc: 0.996, Base Lr: 4.53e-03
2024-05-02 17:48:37 transreid.train INFO: Epoch[55] Iter[40/486] Loss: 0.055, Acc: 0.996, Base Lr: 4.53e-03
2024-05-02 17:48:40 transreid.train INFO: Epoch[55] Iter[50/486] Loss: 0.053, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:48:43 transreid.train INFO: Epoch[55] Iter[60/486] Loss: 0.052, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:48:46 transreid.train INFO: Epoch[55] Iter[70/486] Loss: 0.051, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:48:49 transreid.train INFO: Epoch[55] Iter[80/486] Loss: 0.052, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:48:52 transreid.train INFO: Epoch[55] Iter[90/486] Loss: 0.053, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:48:55 transreid.train INFO: Epoch[55] Iter[100/486] Loss: 0.052, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:48:58 transreid.train INFO: Epoch[55] Iter[110/486] Loss: 0.053, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:49:01 transreid.train INFO: Epoch[55] Iter[120/486] Loss: 0.052, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:49:04 transreid.train INFO: Epoch[55] Iter[130/486] Loss: 0.053, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:49:07 transreid.train INFO: Epoch[55] Iter[140/486] Loss: 0.053, Acc: 0.996, Base Lr: 4.53e-03
2024-05-02 17:49:10 transreid.train INFO: Epoch[55] Iter[150/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.53e-03
2024-05-02 17:49:14 transreid.train INFO: Epoch[55] Iter[160/486] Loss: 0.053, Acc: 0.996, Base Lr: 4.53e-03
2024-05-02 17:49:17 transreid.train INFO: Epoch[55] Iter[170/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.53e-03
2024-05-02 17:49:20 transreid.train INFO: Epoch[55] Iter[180/486] Loss: 0.051, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:49:23 transreid.train INFO: Epoch[55] Iter[190/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:49:26 transreid.train INFO: Epoch[55] Iter[200/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:49:29 transreid.train INFO: Epoch[55] Iter[210/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:49:32 transreid.train INFO: Epoch[55] Iter[220/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:49:35 transreid.train INFO: Epoch[55] Iter[230/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:49:38 transreid.train INFO: Epoch[55] Iter[240/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:49:41 transreid.train INFO: Epoch[55] Iter[250/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:49:44 transreid.train INFO: Epoch[55] Iter[260/486] Loss: 0.048, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:49:47 transreid.train INFO: Epoch[55] Iter[270/486] Loss: 0.048, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:49:50 transreid.train INFO: Epoch[55] Iter[280/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:49:53 transreid.train INFO: Epoch[55] Iter[290/486] Loss: 0.048, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:49:56 transreid.train INFO: Epoch[55] Iter[300/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:49:59 transreid.train INFO: Epoch[55] Iter[310/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:50:02 transreid.train INFO: Epoch[55] Iter[320/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:50:05 transreid.train INFO: Epoch[55] Iter[330/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:50:08 transreid.train INFO: Epoch[55] Iter[340/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:50:11 transreid.train INFO: Epoch[55] Iter[350/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:50:15 transreid.train INFO: Epoch[55] Iter[360/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:50:18 transreid.train INFO: Epoch[55] Iter[370/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:50:21 transreid.train INFO: Epoch[55] Iter[380/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:50:24 transreid.train INFO: Epoch[55] Iter[390/486] Loss: 0.045, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:50:27 transreid.train INFO: Epoch[55] Iter[400/486] Loss: 0.045, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:50:30 transreid.train INFO: Epoch[55] Iter[410/486] Loss: 0.045, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:50:33 transreid.train INFO: Epoch[55] Iter[420/486] Loss: 0.045, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:50:36 transreid.train INFO: Epoch[55] Iter[430/486] Loss: 0.045, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:50:39 transreid.train INFO: Epoch[55] Iter[440/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:50:42 transreid.train INFO: Epoch[55] Iter[450/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:50:45 transreid.train INFO: Epoch[55] Iter[460/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:50:48 transreid.train INFO: Epoch[55] Iter[470/486] Loss: 0.043, Acc: 0.997, Base Lr: 4.53e-03
2024-05-02 17:50:50 transreid.train INFO: Epoch 55 done. Time per epoch: 147.819[s] Speed: 204.4[samples/s]
2024-05-02 17:50:56 transreid.train INFO: Epoch[56] Iter[10/486] Loss: 0.040, Acc: 0.998, Base Lr: 4.43e-03
2024-05-02 17:50:59 transreid.train INFO: Epoch[56] Iter[20/486] Loss: 0.052, Acc: 0.996, Base Lr: 4.43e-03
2024-05-02 17:51:02 transreid.train INFO: Epoch[56] Iter[30/486] Loss: 0.045, Acc: 0.996, Base Lr: 4.43e-03
2024-05-02 17:51:05 transreid.train INFO: Epoch[56] Iter[40/486] Loss: 0.047, Acc: 0.996, Base Lr: 4.43e-03
2024-05-02 17:51:08 transreid.train INFO: Epoch[56] Iter[50/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:51:11 transreid.train INFO: Epoch[56] Iter[60/486] Loss: 0.048, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:51:14 transreid.train INFO: Epoch[56] Iter[70/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:51:17 transreid.train INFO: Epoch[56] Iter[80/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:51:20 transreid.train INFO: Epoch[56] Iter[90/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:51:23 transreid.train INFO: Epoch[56] Iter[100/486] Loss: 0.048, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:51:26 transreid.train INFO: Epoch[56] Iter[110/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:51:29 transreid.train INFO: Epoch[56] Iter[120/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:51:32 transreid.train INFO: Epoch[56] Iter[130/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:51:35 transreid.train INFO: Epoch[56] Iter[140/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:51:38 transreid.train INFO: Epoch[56] Iter[150/486] Loss: 0.045, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:51:41 transreid.train INFO: Epoch[56] Iter[160/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:51:44 transreid.train INFO: Epoch[56] Iter[170/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:51:47 transreid.train INFO: Epoch[56] Iter[180/486] Loss: 0.043, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:51:50 transreid.train INFO: Epoch[56] Iter[190/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:51:53 transreid.train INFO: Epoch[56] Iter[200/486] Loss: 0.043, Acc: 0.998, Base Lr: 4.43e-03
2024-05-02 17:51:56 transreid.train INFO: Epoch[56] Iter[210/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:51:59 transreid.train INFO: Epoch[56] Iter[220/486] Loss: 0.045, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:03 transreid.train INFO: Epoch[56] Iter[230/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:06 transreid.train INFO: Epoch[56] Iter[240/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:09 transreid.train INFO: Epoch[56] Iter[250/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:12 transreid.train INFO: Epoch[56] Iter[260/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:15 transreid.train INFO: Epoch[56] Iter[270/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:18 transreid.train INFO: Epoch[56] Iter[280/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:21 transreid.train INFO: Epoch[56] Iter[290/486] Loss: 0.045, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:24 transreid.train INFO: Epoch[56] Iter[300/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:27 transreid.train INFO: Epoch[56] Iter[310/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:30 transreid.train INFO: Epoch[56] Iter[320/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:33 transreid.train INFO: Epoch[56] Iter[330/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:36 transreid.train INFO: Epoch[56] Iter[340/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:39 transreid.train INFO: Epoch[56] Iter[350/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:42 transreid.train INFO: Epoch[56] Iter[360/486] Loss: 0.043, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:45 transreid.train INFO: Epoch[56] Iter[370/486] Loss: 0.043, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:49 transreid.train INFO: Epoch[56] Iter[380/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:52 transreid.train INFO: Epoch[56] Iter[390/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:55 transreid.train INFO: Epoch[56] Iter[400/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:52:58 transreid.train INFO: Epoch[56] Iter[410/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:53:01 transreid.train INFO: Epoch[56] Iter[420/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:53:04 transreid.train INFO: Epoch[56] Iter[430/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:53:07 transreid.train INFO: Epoch[56] Iter[440/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:53:10 transreid.train INFO: Epoch[56] Iter[450/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:53:13 transreid.train INFO: Epoch[56] Iter[460/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:53:16 transreid.train INFO: Epoch[56] Iter[470/486] Loss: 0.041, Acc: 0.997, Base Lr: 4.43e-03
2024-05-02 17:53:18 transreid.train INFO: Epoch 56 done. Time per epoch: 147.916[s] Speed: 204.2[samples/s]
2024-05-02 17:53:24 transreid.train INFO: Epoch[57] Iter[10/486] Loss: 0.031, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:53:27 transreid.train INFO: Epoch[57] Iter[20/486] Loss: 0.041, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:53:30 transreid.train INFO: Epoch[57] Iter[30/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.32e-03
2024-05-02 17:53:33 transreid.train INFO: Epoch[57] Iter[40/486] Loss: 0.044, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:53:36 transreid.train INFO: Epoch[57] Iter[50/486] Loss: 0.040, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:53:39 transreid.train INFO: Epoch[57] Iter[60/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:53:42 transreid.train INFO: Epoch[57] Iter[70/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:53:45 transreid.train INFO: Epoch[57] Iter[80/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:53:48 transreid.train INFO: Epoch[57] Iter[90/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:53:51 transreid.train INFO: Epoch[57] Iter[100/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:53:54 transreid.train INFO: Epoch[57] Iter[110/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:53:57 transreid.train INFO: Epoch[57] Iter[120/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:00 transreid.train INFO: Epoch[57] Iter[130/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:03 transreid.train INFO: Epoch[57] Iter[140/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:07 transreid.train INFO: Epoch[57] Iter[150/486] Loss: 0.040, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:10 transreid.train INFO: Epoch[57] Iter[160/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:13 transreid.train INFO: Epoch[57] Iter[170/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:16 transreid.train INFO: Epoch[57] Iter[180/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:19 transreid.train INFO: Epoch[57] Iter[190/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:22 transreid.train INFO: Epoch[57] Iter[200/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:25 transreid.train INFO: Epoch[57] Iter[210/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:28 transreid.train INFO: Epoch[57] Iter[220/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:31 transreid.train INFO: Epoch[57] Iter[230/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:34 transreid.train INFO: Epoch[57] Iter[240/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:37 transreid.train INFO: Epoch[57] Iter[250/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:40 transreid.train INFO: Epoch[57] Iter[260/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:43 transreid.train INFO: Epoch[57] Iter[270/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:47 transreid.train INFO: Epoch[57] Iter[280/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:50 transreid.train INFO: Epoch[57] Iter[290/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:53 transreid.train INFO: Epoch[57] Iter[300/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:56 transreid.train INFO: Epoch[57] Iter[310/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:54:59 transreid.train INFO: Epoch[57] Iter[320/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:55:02 transreid.train INFO: Epoch[57] Iter[330/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:55:05 transreid.train INFO: Epoch[57] Iter[340/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:55:08 transreid.train INFO: Epoch[57] Iter[350/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:55:11 transreid.train INFO: Epoch[57] Iter[360/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:55:14 transreid.train INFO: Epoch[57] Iter[370/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:55:17 transreid.train INFO: Epoch[57] Iter[380/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:55:20 transreid.train INFO: Epoch[57] Iter[390/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:55:23 transreid.train INFO: Epoch[57] Iter[400/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:55:27 transreid.train INFO: Epoch[57] Iter[410/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:55:30 transreid.train INFO: Epoch[57] Iter[420/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:55:33 transreid.train INFO: Epoch[57] Iter[430/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:55:36 transreid.train INFO: Epoch[57] Iter[440/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:55:39 transreid.train INFO: Epoch[57] Iter[450/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:55:42 transreid.train INFO: Epoch[57] Iter[460/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.32e-03
2024-05-02 17:55:45 transreid.train INFO: Epoch[57] Iter[470/486] Loss: 0.038, Acc: 0.997, Base Lr: 4.32e-03
2024-05-02 17:55:47 transreid.train INFO: Epoch 57 done. Time per epoch: 149.367[s] Speed: 203.1[samples/s]
2024-05-02 17:55:53 transreid.train INFO: Epoch[58] Iter[10/486] Loss: 0.052, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:55:56 transreid.train INFO: Epoch[58] Iter[20/486] Loss: 0.042, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 17:55:59 transreid.train INFO: Epoch[58] Iter[30/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 17:56:02 transreid.train INFO: Epoch[58] Iter[40/486] Loss: 0.041, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 17:56:05 transreid.train INFO: Epoch[58] Iter[50/486] Loss: 0.041, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 17:56:08 transreid.train INFO: Epoch[58] Iter[60/486] Loss: 0.048, Acc: 0.998, Base Lr: 4.22e-03
2024-05-02 17:56:11 transreid.train INFO: Epoch[58] Iter[70/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:56:14 transreid.train INFO: Epoch[58] Iter[80/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:56:17 transreid.train INFO: Epoch[58] Iter[90/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:56:20 transreid.train INFO: Epoch[58] Iter[100/486] Loss: 0.050, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:56:23 transreid.train INFO: Epoch[58] Iter[110/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:56:26 transreid.train INFO: Epoch[58] Iter[120/486] Loss: 0.048, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:56:29 transreid.train INFO: Epoch[58] Iter[130/486] Loss: 0.049, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:56:32 transreid.train INFO: Epoch[58] Iter[140/486] Loss: 0.048, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:56:35 transreid.train INFO: Epoch[58] Iter[150/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:56:38 transreid.train INFO: Epoch[58] Iter[160/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:56:41 transreid.train INFO: Epoch[58] Iter[170/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:56:45 transreid.train INFO: Epoch[58] Iter[180/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:56:48 transreid.train INFO: Epoch[58] Iter[190/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:56:51 transreid.train INFO: Epoch[58] Iter[200/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:56:54 transreid.train INFO: Epoch[58] Iter[210/486] Loss: 0.047, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:56:57 transreid.train INFO: Epoch[58] Iter[220/486] Loss: 0.046, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:00 transreid.train INFO: Epoch[58] Iter[230/486] Loss: 0.045, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:03 transreid.train INFO: Epoch[58] Iter[240/486] Loss: 0.045, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:06 transreid.train INFO: Epoch[58] Iter[250/486] Loss: 0.045, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:09 transreid.train INFO: Epoch[58] Iter[260/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:12 transreid.train INFO: Epoch[58] Iter[270/486] Loss: 0.044, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:15 transreid.train INFO: Epoch[58] Iter[280/486] Loss: 0.043, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:18 transreid.train INFO: Epoch[58] Iter[290/486] Loss: 0.043, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:22 transreid.train INFO: Epoch[58] Iter[300/486] Loss: 0.043, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:25 transreid.train INFO: Epoch[58] Iter[310/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:28 transreid.train INFO: Epoch[58] Iter[320/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:31 transreid.train INFO: Epoch[58] Iter[330/486] Loss: 0.043, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:34 transreid.train INFO: Epoch[58] Iter[340/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:37 transreid.train INFO: Epoch[58] Iter[350/486] Loss: 0.043, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:40 transreid.train INFO: Epoch[58] Iter[360/486] Loss: 0.043, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:43 transreid.train INFO: Epoch[58] Iter[370/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:46 transreid.train INFO: Epoch[58] Iter[380/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:49 transreid.train INFO: Epoch[58] Iter[390/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:52 transreid.train INFO: Epoch[58] Iter[400/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:55 transreid.train INFO: Epoch[58] Iter[410/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:57:58 transreid.train INFO: Epoch[58] Iter[420/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:58:01 transreid.train INFO: Epoch[58] Iter[430/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:58:04 transreid.train INFO: Epoch[58] Iter[440/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:58:08 transreid.train INFO: Epoch[58] Iter[450/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:58:11 transreid.train INFO: Epoch[58] Iter[460/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:58:14 transreid.train INFO: Epoch[58] Iter[470/486] Loss: 0.041, Acc: 0.997, Base Lr: 4.22e-03
2024-05-02 17:58:15 transreid.train INFO: Epoch 58 done. Time per epoch: 148.340[s] Speed: 204.1[samples/s]
2024-05-02 17:58:21 transreid.train INFO: Epoch[59] Iter[10/486] Loss: 0.043, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:58:24 transreid.train INFO: Epoch[59] Iter[20/486] Loss: 0.035, Acc: 0.999, Base Lr: 4.11e-03
2024-05-02 17:58:27 transreid.train INFO: Epoch[59] Iter[30/486] Loss: 0.040, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:58:30 transreid.train INFO: Epoch[59] Iter[40/486] Loss: 0.042, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:58:33 transreid.train INFO: Epoch[59] Iter[50/486] Loss: 0.040, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:58:36 transreid.train INFO: Epoch[59] Iter[60/486] Loss: 0.040, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 17:58:39 transreid.train INFO: Epoch[59] Iter[70/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:58:42 transreid.train INFO: Epoch[59] Iter[80/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:58:46 transreid.train INFO: Epoch[59] Iter[90/486] Loss: 0.040, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:58:49 transreid.train INFO: Epoch[59] Iter[100/486] Loss: 0.040, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:58:52 transreid.train INFO: Epoch[59] Iter[110/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:58:55 transreid.train INFO: Epoch[59] Iter[120/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:58:58 transreid.train INFO: Epoch[59] Iter[130/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:59:01 transreid.train INFO: Epoch[59] Iter[140/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:59:04 transreid.train INFO: Epoch[59] Iter[150/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:59:07 transreid.train INFO: Epoch[59] Iter[160/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:59:10 transreid.train INFO: Epoch[59] Iter[170/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:59:13 transreid.train INFO: Epoch[59] Iter[180/486] Loss: 0.037, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:59:16 transreid.train INFO: Epoch[59] Iter[190/486] Loss: 0.037, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:59:19 transreid.train INFO: Epoch[59] Iter[200/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:59:22 transreid.train INFO: Epoch[59] Iter[210/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:59:25 transreid.train INFO: Epoch[59] Iter[220/486] Loss: 0.038, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:59:28 transreid.train INFO: Epoch[59] Iter[230/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:59:31 transreid.train INFO: Epoch[59] Iter[240/486] Loss: 0.040, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 17:59:34 transreid.train INFO: Epoch[59] Iter[250/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:59:38 transreid.train INFO: Epoch[59] Iter[260/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 17:59:41 transreid.train INFO: Epoch[59] Iter[270/486] Loss: 0.039, Acc: 0.998, Base Lr: 4.11e-03
2024-05-02 17:59:44 transreid.train INFO: Epoch[59] Iter[280/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 17:59:47 transreid.train INFO: Epoch[59] Iter[290/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 17:59:50 transreid.train INFO: Epoch[59] Iter[300/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 17:59:53 transreid.train INFO: Epoch[59] Iter[310/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 17:59:56 transreid.train INFO: Epoch[59] Iter[320/486] Loss: 0.040, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 17:59:59 transreid.train INFO: Epoch[59] Iter[330/486] Loss: 0.040, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 18:00:02 transreid.train INFO: Epoch[59] Iter[340/486] Loss: 0.040, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 18:00:05 transreid.train INFO: Epoch[59] Iter[350/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 18:00:08 transreid.train INFO: Epoch[59] Iter[360/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 18:00:11 transreid.train INFO: Epoch[59] Iter[370/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 18:00:14 transreid.train INFO: Epoch[59] Iter[380/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 18:00:17 transreid.train INFO: Epoch[59] Iter[390/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 18:00:21 transreid.train INFO: Epoch[59] Iter[400/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 18:00:24 transreid.train INFO: Epoch[59] Iter[410/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 18:00:27 transreid.train INFO: Epoch[59] Iter[420/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 18:00:30 transreid.train INFO: Epoch[59] Iter[430/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 18:00:33 transreid.train INFO: Epoch[59] Iter[440/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 18:00:36 transreid.train INFO: Epoch[59] Iter[450/486] Loss: 0.038, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 18:00:39 transreid.train INFO: Epoch[59] Iter[460/486] Loss: 0.038, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 18:00:42 transreid.train INFO: Epoch[59] Iter[470/486] Loss: 0.038, Acc: 0.997, Base Lr: 4.11e-03
2024-05-02 18:00:44 transreid.train INFO: Epoch 59 done. Time per epoch: 148.948[s] Speed: 204.1[samples/s]
2024-05-02 18:00:50 transreid.train INFO: Epoch[60] Iter[10/486] Loss: 0.045, Acc: 0.995, Base Lr: 4.01e-03
2024-05-02 18:00:53 transreid.train INFO: Epoch[60] Iter[20/486] Loss: 0.058, Acc: 0.993, Base Lr: 4.01e-03
2024-05-02 18:00:56 transreid.train INFO: Epoch[60] Iter[30/486] Loss: 0.056, Acc: 0.993, Base Lr: 4.01e-03
2024-05-02 18:00:59 transreid.train INFO: Epoch[60] Iter[40/486] Loss: 0.052, Acc: 0.995, Base Lr: 4.01e-03
2024-05-02 18:01:02 transreid.train INFO: Epoch[60] Iter[50/486] Loss: 0.050, Acc: 0.995, Base Lr: 4.01e-03
2024-05-02 18:01:05 transreid.train INFO: Epoch[60] Iter[60/486] Loss: 0.048, Acc: 0.995, Base Lr: 4.01e-03
2024-05-02 18:01:08 transreid.train INFO: Epoch[60] Iter[70/486] Loss: 0.050, Acc: 0.995, Base Lr: 4.01e-03
2024-05-02 18:01:11 transreid.train INFO: Epoch[60] Iter[80/486] Loss: 0.048, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 18:01:14 transreid.train INFO: Epoch[60] Iter[90/486] Loss: 0.048, Acc: 0.995, Base Lr: 4.01e-03
2024-05-02 18:01:17 transreid.train INFO: Epoch[60] Iter[100/486] Loss: 0.048, Acc: 0.995, Base Lr: 4.01e-03
2024-05-02 18:01:20 transreid.train INFO: Epoch[60] Iter[110/486] Loss: 0.047, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 18:01:24 transreid.train INFO: Epoch[60] Iter[120/486] Loss: 0.046, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 18:01:27 transreid.train INFO: Epoch[60] Iter[130/486] Loss: 0.046, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 18:01:30 transreid.train INFO: Epoch[60] Iter[140/486] Loss: 0.044, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 18:01:33 transreid.train INFO: Epoch[60] Iter[150/486] Loss: 0.044, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 18:01:36 transreid.train INFO: Epoch[60] Iter[160/486] Loss: 0.044, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 18:01:39 transreid.train INFO: Epoch[60] Iter[170/486] Loss: 0.044, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 18:01:42 transreid.train INFO: Epoch[60] Iter[180/486] Loss: 0.044, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 18:01:45 transreid.train INFO: Epoch[60] Iter[190/486] Loss: 0.043, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 18:01:48 transreid.train INFO: Epoch[60] Iter[200/486] Loss: 0.043, Acc: 0.996, Base Lr: 4.01e-03
2024-05-02 18:01:51 transreid.train INFO: Epoch[60] Iter[210/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:01:54 transreid.train INFO: Epoch[60] Iter[220/486] Loss: 0.042, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:01:57 transreid.train INFO: Epoch[60] Iter[230/486] Loss: 0.041, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:00 transreid.train INFO: Epoch[60] Iter[240/486] Loss: 0.041, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:04 transreid.train INFO: Epoch[60] Iter[250/486] Loss: 0.041, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:07 transreid.train INFO: Epoch[60] Iter[260/486] Loss: 0.041, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:10 transreid.train INFO: Epoch[60] Iter[270/486] Loss: 0.040, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:13 transreid.train INFO: Epoch[60] Iter[280/486] Loss: 0.040, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:16 transreid.train INFO: Epoch[60] Iter[290/486] Loss: 0.040, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:19 transreid.train INFO: Epoch[60] Iter[300/486] Loss: 0.040, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:22 transreid.train INFO: Epoch[60] Iter[310/486] Loss: 0.040, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:25 transreid.train INFO: Epoch[60] Iter[320/486] Loss: 0.040, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:28 transreid.train INFO: Epoch[60] Iter[330/486] Loss: 0.040, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:31 transreid.train INFO: Epoch[60] Iter[340/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:34 transreid.train INFO: Epoch[60] Iter[350/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:37 transreid.train INFO: Epoch[60] Iter[360/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:40 transreid.train INFO: Epoch[60] Iter[370/486] Loss: 0.039, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:43 transreid.train INFO: Epoch[60] Iter[380/486] Loss: 0.038, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:46 transreid.train INFO: Epoch[60] Iter[390/486] Loss: 0.038, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:49 transreid.train INFO: Epoch[60] Iter[400/486] Loss: 0.038, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:52 transreid.train INFO: Epoch[60] Iter[410/486] Loss: 0.037, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:55 transreid.train INFO: Epoch[60] Iter[420/486] Loss: 0.037, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:02:58 transreid.train INFO: Epoch[60] Iter[430/486] Loss: 0.037, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:03:01 transreid.train INFO: Epoch[60] Iter[440/486] Loss: 0.037, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:03:04 transreid.train INFO: Epoch[60] Iter[450/486] Loss: 0.037, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:03:08 transreid.train INFO: Epoch[60] Iter[460/486] Loss: 0.036, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:03:11 transreid.train INFO: Epoch[60] Iter[470/486] Loss: 0.037, Acc: 0.997, Base Lr: 4.01e-03
2024-05-02 18:03:12 transreid.train INFO: Epoch 60 done. Time per epoch: 147.811[s] Speed: 204.4[samples/s]
2024-05-02 18:07:50 transreid.train INFO: Validation Results - Epoch: 60
2024-05-02 18:07:50 transreid.train INFO: mAP: 50.6%
2024-05-02 18:07:50 transreid.train INFO: CMC curve, Rank-1  :75.4%
2024-05-02 18:07:50 transreid.train INFO: CMC curve, Rank-5  :86.7%
2024-05-02 18:07:50 transreid.train INFO: CMC curve, Rank-10 :90.3%
2024-05-02 18:07:56 transreid.train INFO: Epoch[61] Iter[10/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:07:59 transreid.train INFO: Epoch[61] Iter[20/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:08:02 transreid.train INFO: Epoch[61] Iter[30/486] Loss: 0.036, Acc: 0.997, Base Lr: 3.90e-03
2024-05-02 18:08:05 transreid.train INFO: Epoch[61] Iter[40/486] Loss: 0.038, Acc: 0.997, Base Lr: 3.90e-03
2024-05-02 18:08:08 transreid.train INFO: Epoch[61] Iter[50/486] Loss: 0.036, Acc: 0.997, Base Lr: 3.90e-03
2024-05-02 18:08:11 transreid.train INFO: Epoch[61] Iter[60/486] Loss: 0.037, Acc: 0.997, Base Lr: 3.90e-03
2024-05-02 18:08:14 transreid.train INFO: Epoch[61] Iter[70/486] Loss: 0.038, Acc: 0.997, Base Lr: 3.90e-03
2024-05-02 18:08:17 transreid.train INFO: Epoch[61] Iter[80/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:08:20 transreid.train INFO: Epoch[61] Iter[90/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:08:23 transreid.train INFO: Epoch[61] Iter[100/486] Loss: 0.039, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:08:26 transreid.train INFO: Epoch[61] Iter[110/486] Loss: 0.038, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:08:29 transreid.train INFO: Epoch[61] Iter[120/486] Loss: 0.040, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:08:32 transreid.train INFO: Epoch[61] Iter[130/486] Loss: 0.040, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:08:35 transreid.train INFO: Epoch[61] Iter[140/486] Loss: 0.039, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:08:38 transreid.train INFO: Epoch[61] Iter[150/486] Loss: 0.038, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:08:41 transreid.train INFO: Epoch[61] Iter[160/486] Loss: 0.038, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:08:44 transreid.train INFO: Epoch[61] Iter[170/486] Loss: 0.038, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:08:47 transreid.train INFO: Epoch[61] Iter[180/486] Loss: 0.037, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:08:50 transreid.train INFO: Epoch[61] Iter[190/486] Loss: 0.037, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:08:53 transreid.train INFO: Epoch[61] Iter[200/486] Loss: 0.037, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:08:56 transreid.train INFO: Epoch[61] Iter[210/486] Loss: 0.037, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:08:59 transreid.train INFO: Epoch[61] Iter[220/486] Loss: 0.038, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:02 transreid.train INFO: Epoch[61] Iter[230/486] Loss: 0.038, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:05 transreid.train INFO: Epoch[61] Iter[240/486] Loss: 0.038, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:08 transreid.train INFO: Epoch[61] Iter[250/486] Loss: 0.039, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:11 transreid.train INFO: Epoch[61] Iter[260/486] Loss: 0.038, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:14 transreid.train INFO: Epoch[61] Iter[270/486] Loss: 0.038, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:17 transreid.train INFO: Epoch[61] Iter[280/486] Loss: 0.039, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:20 transreid.train INFO: Epoch[61] Iter[290/486] Loss: 0.038, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:23 transreid.train INFO: Epoch[61] Iter[300/486] Loss: 0.038, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:26 transreid.train INFO: Epoch[61] Iter[310/486] Loss: 0.038, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:29 transreid.train INFO: Epoch[61] Iter[320/486] Loss: 0.038, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:32 transreid.train INFO: Epoch[61] Iter[330/486] Loss: 0.038, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:35 transreid.train INFO: Epoch[61] Iter[340/486] Loss: 0.038, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:38 transreid.train INFO: Epoch[61] Iter[350/486] Loss: 0.037, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:41 transreid.train INFO: Epoch[61] Iter[360/486] Loss: 0.037, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:44 transreid.train INFO: Epoch[61] Iter[370/486] Loss: 0.037, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:47 transreid.train INFO: Epoch[61] Iter[380/486] Loss: 0.037, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:50 transreid.train INFO: Epoch[61] Iter[390/486] Loss: 0.037, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:53 transreid.train INFO: Epoch[61] Iter[400/486] Loss: 0.037, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:56 transreid.train INFO: Epoch[61] Iter[410/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:09:59 transreid.train INFO: Epoch[61] Iter[420/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:10:02 transreid.train INFO: Epoch[61] Iter[430/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:10:05 transreid.train INFO: Epoch[61] Iter[440/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:10:08 transreid.train INFO: Epoch[61] Iter[450/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:10:11 transreid.train INFO: Epoch[61] Iter[460/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:10:14 transreid.train INFO: Epoch[61] Iter[470/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.90e-03
2024-05-02 18:10:17 transreid.train INFO: Epoch 61 done. Time per epoch: 146.048[s] Speed: 207.7[samples/s]
2024-05-02 18:10:23 transreid.train INFO: Epoch[62] Iter[10/486] Loss: 0.037, Acc: 1.000, Base Lr: 3.80e-03
2024-05-02 18:10:26 transreid.train INFO: Epoch[62] Iter[20/486] Loss: 0.035, Acc: 1.000, Base Lr: 3.80e-03
2024-05-02 18:10:29 transreid.train INFO: Epoch[62] Iter[30/486] Loss: 0.040, Acc: 1.000, Base Lr: 3.80e-03
2024-05-02 18:10:32 transreid.train INFO: Epoch[62] Iter[40/486] Loss: 0.038, Acc: 1.000, Base Lr: 3.80e-03
2024-05-02 18:10:35 transreid.train INFO: Epoch[62] Iter[50/486] Loss: 0.038, Acc: 1.000, Base Lr: 3.80e-03
2024-05-02 18:10:38 transreid.train INFO: Epoch[62] Iter[60/486] Loss: 0.038, Acc: 0.999, Base Lr: 3.80e-03
2024-05-02 18:10:41 transreid.train INFO: Epoch[62] Iter[70/486] Loss: 0.039, Acc: 0.999, Base Lr: 3.80e-03
2024-05-02 18:10:44 transreid.train INFO: Epoch[62] Iter[80/486] Loss: 0.038, Acc: 0.999, Base Lr: 3.80e-03
2024-05-02 18:10:47 transreid.train INFO: Epoch[62] Iter[90/486] Loss: 0.038, Acc: 0.999, Base Lr: 3.80e-03
2024-05-02 18:10:50 transreid.train INFO: Epoch[62] Iter[100/486] Loss: 0.037, Acc: 0.999, Base Lr: 3.80e-03
2024-05-02 18:10:53 transreid.train INFO: Epoch[62] Iter[110/486] Loss: 0.036, Acc: 0.999, Base Lr: 3.80e-03
2024-05-02 18:10:56 transreid.train INFO: Epoch[62] Iter[120/486] Loss: 0.036, Acc: 0.999, Base Lr: 3.80e-03
2024-05-02 18:10:59 transreid.train INFO: Epoch[62] Iter[130/486] Loss: 0.036, Acc: 0.999, Base Lr: 3.80e-03
2024-05-02 18:11:02 transreid.train INFO: Epoch[62] Iter[140/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:05 transreid.train INFO: Epoch[62] Iter[150/486] Loss: 0.037, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:08 transreid.train INFO: Epoch[62] Iter[160/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:11 transreid.train INFO: Epoch[62] Iter[170/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:14 transreid.train INFO: Epoch[62] Iter[180/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:17 transreid.train INFO: Epoch[62] Iter[190/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:21 transreid.train INFO: Epoch[62] Iter[200/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:24 transreid.train INFO: Epoch[62] Iter[210/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:27 transreid.train INFO: Epoch[62] Iter[220/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:30 transreid.train INFO: Epoch[62] Iter[230/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:33 transreid.train INFO: Epoch[62] Iter[240/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:36 transreid.train INFO: Epoch[62] Iter[250/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:39 transreid.train INFO: Epoch[62] Iter[260/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:42 transreid.train INFO: Epoch[62] Iter[270/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:45 transreid.train INFO: Epoch[62] Iter[280/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:48 transreid.train INFO: Epoch[62] Iter[290/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:51 transreid.train INFO: Epoch[62] Iter[300/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:54 transreid.train INFO: Epoch[62] Iter[310/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:11:58 transreid.train INFO: Epoch[62] Iter[320/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:12:01 transreid.train INFO: Epoch[62] Iter[330/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:12:04 transreid.train INFO: Epoch[62] Iter[340/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:12:07 transreid.train INFO: Epoch[62] Iter[350/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:12:10 transreid.train INFO: Epoch[62] Iter[360/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:12:13 transreid.train INFO: Epoch[62] Iter[370/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:12:16 transreid.train INFO: Epoch[62] Iter[380/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:12:19 transreid.train INFO: Epoch[62] Iter[390/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:12:22 transreid.train INFO: Epoch[62] Iter[400/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:12:25 transreid.train INFO: Epoch[62] Iter[410/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:12:28 transreid.train INFO: Epoch[62] Iter[420/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:12:31 transreid.train INFO: Epoch[62] Iter[430/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:12:34 transreid.train INFO: Epoch[62] Iter[440/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:12:37 transreid.train INFO: Epoch[62] Iter[450/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:12:40 transreid.train INFO: Epoch[62] Iter[460/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:12:43 transreid.train INFO: Epoch[62] Iter[470/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.80e-03
2024-05-02 18:12:44 transreid.train INFO: Epoch 62 done. Time per epoch: 147.805[s] Speed: 203.9[samples/s]
2024-05-02 18:12:50 transreid.train INFO: Epoch[63] Iter[10/486] Loss: 0.023, Acc: 1.000, Base Lr: 3.69e-03
2024-05-02 18:12:53 transreid.train INFO: Epoch[63] Iter[20/486] Loss: 0.028, Acc: 0.999, Base Lr: 3.69e-03
2024-05-02 18:12:56 transreid.train INFO: Epoch[63] Iter[30/486] Loss: 0.031, Acc: 0.999, Base Lr: 3.69e-03
2024-05-02 18:12:59 transreid.train INFO: Epoch[63] Iter[40/486] Loss: 0.030, Acc: 0.999, Base Lr: 3.69e-03
2024-05-02 18:13:02 transreid.train INFO: Epoch[63] Iter[50/486] Loss: 0.033, Acc: 0.999, Base Lr: 3.69e-03
2024-05-02 18:13:05 transreid.train INFO: Epoch[63] Iter[60/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:13:09 transreid.train INFO: Epoch[63] Iter[70/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:13:12 transreid.train INFO: Epoch[63] Iter[80/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:13:15 transreid.train INFO: Epoch[63] Iter[90/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:13:18 transreid.train INFO: Epoch[63] Iter[100/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:13:21 transreid.train INFO: Epoch[63] Iter[110/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:13:24 transreid.train INFO: Epoch[63] Iter[120/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:13:27 transreid.train INFO: Epoch[63] Iter[130/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:13:30 transreid.train INFO: Epoch[63] Iter[140/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:13:33 transreid.train INFO: Epoch[63] Iter[150/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:13:36 transreid.train INFO: Epoch[63] Iter[160/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:13:39 transreid.train INFO: Epoch[63] Iter[170/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:13:42 transreid.train INFO: Epoch[63] Iter[180/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:13:45 transreid.train INFO: Epoch[63] Iter[190/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:13:48 transreid.train INFO: Epoch[63] Iter[200/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:13:51 transreid.train INFO: Epoch[63] Iter[210/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:13:54 transreid.train INFO: Epoch[63] Iter[220/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:13:57 transreid.train INFO: Epoch[63] Iter[230/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:01 transreid.train INFO: Epoch[63] Iter[240/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:04 transreid.train INFO: Epoch[63] Iter[250/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:07 transreid.train INFO: Epoch[63] Iter[260/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:10 transreid.train INFO: Epoch[63] Iter[270/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:13 transreid.train INFO: Epoch[63] Iter[280/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:16 transreid.train INFO: Epoch[63] Iter[290/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:19 transreid.train INFO: Epoch[63] Iter[300/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:22 transreid.train INFO: Epoch[63] Iter[310/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:25 transreid.train INFO: Epoch[63] Iter[320/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:28 transreid.train INFO: Epoch[63] Iter[330/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:31 transreid.train INFO: Epoch[63] Iter[340/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:34 transreid.train INFO: Epoch[63] Iter[350/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:37 transreid.train INFO: Epoch[63] Iter[360/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:40 transreid.train INFO: Epoch[63] Iter[370/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:44 transreid.train INFO: Epoch[63] Iter[380/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:47 transreid.train INFO: Epoch[63] Iter[390/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:50 transreid.train INFO: Epoch[63] Iter[400/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:53 transreid.train INFO: Epoch[63] Iter[410/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:56 transreid.train INFO: Epoch[63] Iter[420/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:14:59 transreid.train INFO: Epoch[63] Iter[430/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:15:02 transreid.train INFO: Epoch[63] Iter[440/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:15:05 transreid.train INFO: Epoch[63] Iter[450/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:15:08 transreid.train INFO: Epoch[63] Iter[460/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:15:11 transreid.train INFO: Epoch[63] Iter[470/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.69e-03
2024-05-02 18:15:13 transreid.train INFO: Epoch 63 done. Time per epoch: 148.843[s] Speed: 203.8[samples/s]
2024-05-02 18:15:19 transreid.train INFO: Epoch[64] Iter[10/486] Loss: 0.067, Acc: 0.994, Base Lr: 3.59e-03
2024-05-02 18:15:22 transreid.train INFO: Epoch[64] Iter[20/486] Loss: 0.049, Acc: 0.996, Base Lr: 3.59e-03
2024-05-02 18:15:25 transreid.train INFO: Epoch[64] Iter[30/486] Loss: 0.044, Acc: 0.997, Base Lr: 3.59e-03
2024-05-02 18:15:28 transreid.train INFO: Epoch[64] Iter[40/486] Loss: 0.044, Acc: 0.996, Base Lr: 3.59e-03
2024-05-02 18:15:31 transreid.train INFO: Epoch[64] Iter[50/486] Loss: 0.040, Acc: 0.997, Base Lr: 3.59e-03
2024-05-02 18:15:34 transreid.train INFO: Epoch[64] Iter[60/486] Loss: 0.040, Acc: 0.997, Base Lr: 3.59e-03
2024-05-02 18:15:37 transreid.train INFO: Epoch[64] Iter[70/486] Loss: 0.038, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:15:41 transreid.train INFO: Epoch[64] Iter[80/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:15:44 transreid.train INFO: Epoch[64] Iter[90/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:15:47 transreid.train INFO: Epoch[64] Iter[100/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:15:50 transreid.train INFO: Epoch[64] Iter[110/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:15:53 transreid.train INFO: Epoch[64] Iter[120/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:15:56 transreid.train INFO: Epoch[64] Iter[130/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:15:59 transreid.train INFO: Epoch[64] Iter[140/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:02 transreid.train INFO: Epoch[64] Iter[150/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:05 transreid.train INFO: Epoch[64] Iter[160/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:08 transreid.train INFO: Epoch[64] Iter[170/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:11 transreid.train INFO: Epoch[64] Iter[180/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:14 transreid.train INFO: Epoch[64] Iter[190/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:18 transreid.train INFO: Epoch[64] Iter[200/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:20 transreid.train INFO: Epoch[64] Iter[210/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:24 transreid.train INFO: Epoch[64] Iter[220/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:27 transreid.train INFO: Epoch[64] Iter[230/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:30 transreid.train INFO: Epoch[64] Iter[240/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:33 transreid.train INFO: Epoch[64] Iter[250/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:36 transreid.train INFO: Epoch[64] Iter[260/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:39 transreid.train INFO: Epoch[64] Iter[270/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:42 transreid.train INFO: Epoch[64] Iter[280/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:45 transreid.train INFO: Epoch[64] Iter[290/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:48 transreid.train INFO: Epoch[64] Iter[300/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:51 transreid.train INFO: Epoch[64] Iter[310/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:54 transreid.train INFO: Epoch[64] Iter[320/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:16:57 transreid.train INFO: Epoch[64] Iter[330/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:17:00 transreid.train INFO: Epoch[64] Iter[340/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:17:03 transreid.train INFO: Epoch[64] Iter[350/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:17:06 transreid.train INFO: Epoch[64] Iter[360/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:17:09 transreid.train INFO: Epoch[64] Iter[370/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:17:13 transreid.train INFO: Epoch[64] Iter[380/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:17:16 transreid.train INFO: Epoch[64] Iter[390/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:17:19 transreid.train INFO: Epoch[64] Iter[400/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:17:22 transreid.train INFO: Epoch[64] Iter[410/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:17:25 transreid.train INFO: Epoch[64] Iter[420/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:17:28 transreid.train INFO: Epoch[64] Iter[430/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:17:31 transreid.train INFO: Epoch[64] Iter[440/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:17:34 transreid.train INFO: Epoch[64] Iter[450/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:17:37 transreid.train INFO: Epoch[64] Iter[460/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:17:40 transreid.train INFO: Epoch[64] Iter[470/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.59e-03
2024-05-02 18:17:42 transreid.train INFO: Epoch 64 done. Time per epoch: 148.971[s] Speed: 203.6[samples/s]
2024-05-02 18:17:48 transreid.train INFO: Epoch[65] Iter[10/486] Loss: 0.037, Acc: 0.997, Base Lr: 3.49e-03
2024-05-02 18:17:51 transreid.train INFO: Epoch[65] Iter[20/486] Loss: 0.039, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:17:54 transreid.train INFO: Epoch[65] Iter[30/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:17:57 transreid.train INFO: Epoch[65] Iter[40/486] Loss: 0.037, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:00 transreid.train INFO: Epoch[65] Iter[50/486] Loss: 0.037, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:04 transreid.train INFO: Epoch[65] Iter[60/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:07 transreid.train INFO: Epoch[65] Iter[70/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:10 transreid.train INFO: Epoch[65] Iter[80/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:13 transreid.train INFO: Epoch[65] Iter[90/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:16 transreid.train INFO: Epoch[65] Iter[100/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:19 transreid.train INFO: Epoch[65] Iter[110/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:22 transreid.train INFO: Epoch[65] Iter[120/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:25 transreid.train INFO: Epoch[65] Iter[130/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:28 transreid.train INFO: Epoch[65] Iter[140/486] Loss: 0.031, Acc: 0.999, Base Lr: 3.49e-03
2024-05-02 18:18:31 transreid.train INFO: Epoch[65] Iter[150/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:34 transreid.train INFO: Epoch[65] Iter[160/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:37 transreid.train INFO: Epoch[65] Iter[170/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:40 transreid.train INFO: Epoch[65] Iter[180/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:44 transreid.train INFO: Epoch[65] Iter[190/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:47 transreid.train INFO: Epoch[65] Iter[200/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:50 transreid.train INFO: Epoch[65] Iter[210/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:53 transreid.train INFO: Epoch[65] Iter[220/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:56 transreid.train INFO: Epoch[65] Iter[230/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:18:59 transreid.train INFO: Epoch[65] Iter[240/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:02 transreid.train INFO: Epoch[65] Iter[250/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:05 transreid.train INFO: Epoch[65] Iter[260/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:08 transreid.train INFO: Epoch[65] Iter[270/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:11 transreid.train INFO: Epoch[65] Iter[280/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:14 transreid.train INFO: Epoch[65] Iter[290/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:17 transreid.train INFO: Epoch[65] Iter[300/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:20 transreid.train INFO: Epoch[65] Iter[310/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:23 transreid.train INFO: Epoch[65] Iter[320/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:26 transreid.train INFO: Epoch[65] Iter[330/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:29 transreid.train INFO: Epoch[65] Iter[340/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:32 transreid.train INFO: Epoch[65] Iter[350/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:36 transreid.train INFO: Epoch[65] Iter[360/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:39 transreid.train INFO: Epoch[65] Iter[370/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:42 transreid.train INFO: Epoch[65] Iter[380/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:45 transreid.train INFO: Epoch[65] Iter[390/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:48 transreid.train INFO: Epoch[65] Iter[400/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:51 transreid.train INFO: Epoch[65] Iter[410/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:54 transreid.train INFO: Epoch[65] Iter[420/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:19:57 transreid.train INFO: Epoch[65] Iter[430/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:20:00 transreid.train INFO: Epoch[65] Iter[440/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:20:03 transreid.train INFO: Epoch[65] Iter[450/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:20:06 transreid.train INFO: Epoch[65] Iter[460/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:20:09 transreid.train INFO: Epoch[65] Iter[470/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.49e-03
2024-05-02 18:20:11 transreid.train INFO: Epoch 65 done. Time per epoch: 148.716[s] Speed: 203.6[samples/s]
2024-05-02 18:20:17 transreid.train INFO: Epoch[66] Iter[10/486] Loss: 0.044, Acc: 0.995, Base Lr: 3.38e-03
2024-05-02 18:20:20 transreid.train INFO: Epoch[66] Iter[20/486] Loss: 0.051, Acc: 0.996, Base Lr: 3.38e-03
2024-05-02 18:20:23 transreid.train INFO: Epoch[66] Iter[30/486] Loss: 0.046, Acc: 0.996, Base Lr: 3.38e-03
2024-05-02 18:20:26 transreid.train INFO: Epoch[66] Iter[40/486] Loss: 0.045, Acc: 0.996, Base Lr: 3.38e-03
2024-05-02 18:20:29 transreid.train INFO: Epoch[66] Iter[50/486] Loss: 0.042, Acc: 0.996, Base Lr: 3.38e-03
2024-05-02 18:20:32 transreid.train INFO: Epoch[66] Iter[60/486] Loss: 0.039, Acc: 0.997, Base Lr: 3.38e-03
2024-05-02 18:20:35 transreid.train INFO: Epoch[66] Iter[70/486] Loss: 0.038, Acc: 0.997, Base Lr: 3.38e-03
2024-05-02 18:20:38 transreid.train INFO: Epoch[66] Iter[80/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:20:41 transreid.train INFO: Epoch[66] Iter[90/486] Loss: 0.036, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:20:44 transreid.train INFO: Epoch[66] Iter[100/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:20:47 transreid.train INFO: Epoch[66] Iter[110/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:20:50 transreid.train INFO: Epoch[66] Iter[120/486] Loss: 0.036, Acc: 0.997, Base Lr: 3.38e-03
2024-05-02 18:20:53 transreid.train INFO: Epoch[66] Iter[130/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:20:56 transreid.train INFO: Epoch[66] Iter[140/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:20:59 transreid.train INFO: Epoch[66] Iter[150/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:21:02 transreid.train INFO: Epoch[66] Iter[160/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:21:05 transreid.train INFO: Epoch[66] Iter[170/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:21:09 transreid.train INFO: Epoch[66] Iter[180/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:21:11 transreid.train INFO: Epoch[66] Iter[190/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:21:14 transreid.train INFO: Epoch[66] Iter[200/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:21:18 transreid.train INFO: Epoch[66] Iter[210/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:21:21 transreid.train INFO: Epoch[66] Iter[220/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:21:24 transreid.train INFO: Epoch[66] Iter[230/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:21:27 transreid.train INFO: Epoch[66] Iter[240/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:21:30 transreid.train INFO: Epoch[66] Iter[250/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:21:33 transreid.train INFO: Epoch[66] Iter[260/486] Loss: 0.034, Acc: 0.997, Base Lr: 3.38e-03
2024-05-02 18:21:36 transreid.train INFO: Epoch[66] Iter[270/486] Loss: 0.035, Acc: 0.997, Base Lr: 3.38e-03
2024-05-02 18:21:39 transreid.train INFO: Epoch[66] Iter[280/486] Loss: 0.035, Acc: 0.997, Base Lr: 3.38e-03
2024-05-02 18:21:42 transreid.train INFO: Epoch[66] Iter[290/486] Loss: 0.034, Acc: 0.997, Base Lr: 3.38e-03
2024-05-02 18:21:45 transreid.train INFO: Epoch[66] Iter[300/486] Loss: 0.034, Acc: 0.997, Base Lr: 3.38e-03
2024-05-02 18:21:48 transreid.train INFO: Epoch[66] Iter[310/486] Loss: 0.034, Acc: 0.997, Base Lr: 3.38e-03
2024-05-02 18:21:51 transreid.train INFO: Epoch[66] Iter[320/486] Loss: 0.034, Acc: 0.997, Base Lr: 3.38e-03
2024-05-02 18:21:54 transreid.train INFO: Epoch[66] Iter[330/486] Loss: 0.034, Acc: 0.997, Base Lr: 3.38e-03
2024-05-02 18:21:57 transreid.train INFO: Epoch[66] Iter[340/486] Loss: 0.034, Acc: 0.997, Base Lr: 3.38e-03
2024-05-02 18:22:00 transreid.train INFO: Epoch[66] Iter[350/486] Loss: 0.034, Acc: 0.997, Base Lr: 3.38e-03
2024-05-02 18:22:03 transreid.train INFO: Epoch[66] Iter[360/486] Loss: 0.033, Acc: 0.997, Base Lr: 3.38e-03
2024-05-02 18:22:06 transreid.train INFO: Epoch[66] Iter[370/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:22:09 transreid.train INFO: Epoch[66] Iter[380/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:22:12 transreid.train INFO: Epoch[66] Iter[390/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:22:15 transreid.train INFO: Epoch[66] Iter[400/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:22:18 transreid.train INFO: Epoch[66] Iter[410/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:22:22 transreid.train INFO: Epoch[66] Iter[420/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:22:25 transreid.train INFO: Epoch[66] Iter[430/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:22:28 transreid.train INFO: Epoch[66] Iter[440/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:22:31 transreid.train INFO: Epoch[66] Iter[450/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:22:34 transreid.train INFO: Epoch[66] Iter[460/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:22:37 transreid.train INFO: Epoch[66] Iter[470/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.38e-03
2024-05-02 18:22:39 transreid.train INFO: Epoch 66 done. Time per epoch: 147.602[s] Speed: 205.5[samples/s]
2024-05-02 18:22:44 transreid.train INFO: Epoch[67] Iter[10/486] Loss: 0.040, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:22:47 transreid.train INFO: Epoch[67] Iter[20/486] Loss: 0.051, Acc: 0.996, Base Lr: 3.28e-03
2024-05-02 18:22:50 transreid.train INFO: Epoch[67] Iter[30/486] Loss: 0.041, Acc: 0.997, Base Lr: 3.28e-03
2024-05-02 18:22:53 transreid.train INFO: Epoch[67] Iter[40/486] Loss: 0.037, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:22:56 transreid.train INFO: Epoch[67] Iter[50/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:22:59 transreid.train INFO: Epoch[67] Iter[60/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:02 transreid.train INFO: Epoch[67] Iter[70/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:05 transreid.train INFO: Epoch[67] Iter[80/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:08 transreid.train INFO: Epoch[67] Iter[90/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:11 transreid.train INFO: Epoch[67] Iter[100/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:14 transreid.train INFO: Epoch[67] Iter[110/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:17 transreid.train INFO: Epoch[67] Iter[120/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:20 transreid.train INFO: Epoch[67] Iter[130/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:23 transreid.train INFO: Epoch[67] Iter[140/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:26 transreid.train INFO: Epoch[67] Iter[150/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:29 transreid.train INFO: Epoch[67] Iter[160/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:32 transreid.train INFO: Epoch[67] Iter[170/486] Loss: 0.033, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:35 transreid.train INFO: Epoch[67] Iter[180/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:38 transreid.train INFO: Epoch[67] Iter[190/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:41 transreid.train INFO: Epoch[67] Iter[200/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:44 transreid.train INFO: Epoch[67] Iter[210/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:47 transreid.train INFO: Epoch[67] Iter[220/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:51 transreid.train INFO: Epoch[67] Iter[230/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:54 transreid.train INFO: Epoch[67] Iter[240/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:23:57 transreid.train INFO: Epoch[67] Iter[250/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:00 transreid.train INFO: Epoch[67] Iter[260/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:03 transreid.train INFO: Epoch[67] Iter[270/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:06 transreid.train INFO: Epoch[67] Iter[280/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:09 transreid.train INFO: Epoch[67] Iter[290/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:12 transreid.train INFO: Epoch[67] Iter[300/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:15 transreid.train INFO: Epoch[67] Iter[310/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:18 transreid.train INFO: Epoch[67] Iter[320/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:21 transreid.train INFO: Epoch[67] Iter[330/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:24 transreid.train INFO: Epoch[67] Iter[340/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:27 transreid.train INFO: Epoch[67] Iter[350/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:30 transreid.train INFO: Epoch[67] Iter[360/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:33 transreid.train INFO: Epoch[67] Iter[370/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:36 transreid.train INFO: Epoch[67] Iter[380/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:39 transreid.train INFO: Epoch[67] Iter[390/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:42 transreid.train INFO: Epoch[67] Iter[400/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:45 transreid.train INFO: Epoch[67] Iter[410/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:48 transreid.train INFO: Epoch[67] Iter[420/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:51 transreid.train INFO: Epoch[67] Iter[430/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:54 transreid.train INFO: Epoch[67] Iter[440/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:24:57 transreid.train INFO: Epoch[67] Iter[450/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:25:00 transreid.train INFO: Epoch[67] Iter[460/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:25:03 transreid.train INFO: Epoch[67] Iter[470/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.28e-03
2024-05-02 18:25:05 transreid.train INFO: Epoch 67 done. Time per epoch: 146.784[s] Speed: 206.7[samples/s]
2024-05-02 18:25:11 transreid.train INFO: Epoch[68] Iter[10/486] Loss: 0.044, Acc: 0.995, Base Lr: 3.18e-03
2024-05-02 18:25:14 transreid.train INFO: Epoch[68] Iter[20/486] Loss: 0.040, Acc: 0.996, Base Lr: 3.18e-03
2024-05-02 18:25:17 transreid.train INFO: Epoch[68] Iter[30/486] Loss: 0.034, Acc: 0.997, Base Lr: 3.18e-03
2024-05-02 18:25:20 transreid.train INFO: Epoch[68] Iter[40/486] Loss: 0.032, Acc: 0.997, Base Lr: 3.18e-03
2024-05-02 18:25:23 transreid.train INFO: Epoch[68] Iter[50/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:25:26 transreid.train INFO: Epoch[68] Iter[60/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:25:29 transreid.train INFO: Epoch[68] Iter[70/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:25:32 transreid.train INFO: Epoch[68] Iter[80/486] Loss: 0.032, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:25:35 transreid.train INFO: Epoch[68] Iter[90/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:25:38 transreid.train INFO: Epoch[68] Iter[100/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:25:41 transreid.train INFO: Epoch[68] Iter[110/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:25:44 transreid.train INFO: Epoch[68] Iter[120/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:25:47 transreid.train INFO: Epoch[68] Iter[130/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:25:50 transreid.train INFO: Epoch[68] Iter[140/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:25:53 transreid.train INFO: Epoch[68] Iter[150/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:25:56 transreid.train INFO: Epoch[68] Iter[160/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:25:59 transreid.train INFO: Epoch[68] Iter[170/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:02 transreid.train INFO: Epoch[68] Iter[180/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:05 transreid.train INFO: Epoch[68] Iter[190/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:08 transreid.train INFO: Epoch[68] Iter[200/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:11 transreid.train INFO: Epoch[68] Iter[210/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:14 transreid.train INFO: Epoch[68] Iter[220/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:17 transreid.train INFO: Epoch[68] Iter[230/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:20 transreid.train INFO: Epoch[68] Iter[240/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:24 transreid.train INFO: Epoch[68] Iter[250/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:27 transreid.train INFO: Epoch[68] Iter[260/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:30 transreid.train INFO: Epoch[68] Iter[270/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:33 transreid.train INFO: Epoch[68] Iter[280/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:36 transreid.train INFO: Epoch[68] Iter[290/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:39 transreid.train INFO: Epoch[68] Iter[300/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:42 transreid.train INFO: Epoch[68] Iter[310/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:45 transreid.train INFO: Epoch[68] Iter[320/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:48 transreid.train INFO: Epoch[68] Iter[330/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:51 transreid.train INFO: Epoch[68] Iter[340/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:54 transreid.train INFO: Epoch[68] Iter[350/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:26:57 transreid.train INFO: Epoch[68] Iter[360/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:27:00 transreid.train INFO: Epoch[68] Iter[370/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:27:03 transreid.train INFO: Epoch[68] Iter[380/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:27:06 transreid.train INFO: Epoch[68] Iter[390/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:27:09 transreid.train INFO: Epoch[68] Iter[400/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:27:12 transreid.train INFO: Epoch[68] Iter[410/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:27:15 transreid.train INFO: Epoch[68] Iter[420/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:27:18 transreid.train INFO: Epoch[68] Iter[430/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:27:21 transreid.train INFO: Epoch[68] Iter[440/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:27:24 transreid.train INFO: Epoch[68] Iter[450/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:27:27 transreid.train INFO: Epoch[68] Iter[460/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:27:30 transreid.train INFO: Epoch[68] Iter[470/486] Loss: 0.029, Acc: 0.998, Base Lr: 3.18e-03
2024-05-02 18:27:32 transreid.train INFO: Epoch 68 done. Time per epoch: 146.248[s] Speed: 207.0[samples/s]
2024-05-02 18:27:37 transreid.train INFO: Epoch[69] Iter[10/486] Loss: 0.034, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:27:40 transreid.train INFO: Epoch[69] Iter[20/486] Loss: 0.035, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:27:43 transreid.train INFO: Epoch[69] Iter[30/486] Loss: 0.031, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:27:46 transreid.train INFO: Epoch[69] Iter[40/486] Loss: 0.029, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:27:49 transreid.train INFO: Epoch[69] Iter[50/486] Loss: 0.031, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:27:52 transreid.train INFO: Epoch[69] Iter[60/486] Loss: 0.030, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:27:55 transreid.train INFO: Epoch[69] Iter[70/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:27:58 transreid.train INFO: Epoch[69] Iter[80/486] Loss: 0.030, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:28:01 transreid.train INFO: Epoch[69] Iter[90/486] Loss: 0.029, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:28:04 transreid.train INFO: Epoch[69] Iter[100/486] Loss: 0.029, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:28:07 transreid.train INFO: Epoch[69] Iter[110/486] Loss: 0.029, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:28:10 transreid.train INFO: Epoch[69] Iter[120/486] Loss: 0.028, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:28:13 transreid.train INFO: Epoch[69] Iter[130/486] Loss: 0.028, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:28:16 transreid.train INFO: Epoch[69] Iter[140/486] Loss: 0.029, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:28:19 transreid.train INFO: Epoch[69] Iter[150/486] Loss: 0.028, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:28:22 transreid.train INFO: Epoch[69] Iter[160/486] Loss: 0.029, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:28:25 transreid.train INFO: Epoch[69] Iter[170/486] Loss: 0.029, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:28:28 transreid.train INFO: Epoch[69] Iter[180/486] Loss: 0.029, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:28:31 transreid.train INFO: Epoch[69] Iter[190/486] Loss: 0.029, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:28:34 transreid.train INFO: Epoch[69] Iter[200/486] Loss: 0.029, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:28:37 transreid.train INFO: Epoch[69] Iter[210/486] Loss: 0.028, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:28:40 transreid.train INFO: Epoch[69] Iter[220/486] Loss: 0.028, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:28:43 transreid.train INFO: Epoch[69] Iter[230/486] Loss: 0.028, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:28:47 transreid.train INFO: Epoch[69] Iter[240/486] Loss: 0.028, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:28:50 transreid.train INFO: Epoch[69] Iter[250/486] Loss: 0.028, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:28:53 transreid.train INFO: Epoch[69] Iter[260/486] Loss: 0.028, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:28:56 transreid.train INFO: Epoch[69] Iter[270/486] Loss: 0.028, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:28:59 transreid.train INFO: Epoch[69] Iter[280/486] Loss: 0.028, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:29:02 transreid.train INFO: Epoch[69] Iter[290/486] Loss: 0.028, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:29:05 transreid.train INFO: Epoch[69] Iter[300/486] Loss: 0.028, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:29:08 transreid.train INFO: Epoch[69] Iter[310/486] Loss: 0.027, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:29:11 transreid.train INFO: Epoch[69] Iter[320/486] Loss: 0.027, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:29:14 transreid.train INFO: Epoch[69] Iter[330/486] Loss: 0.027, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:29:17 transreid.train INFO: Epoch[69] Iter[340/486] Loss: 0.027, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:29:20 transreid.train INFO: Epoch[69] Iter[350/486] Loss: 0.027, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:29:23 transreid.train INFO: Epoch[69] Iter[360/486] Loss: 0.027, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:29:26 transreid.train INFO: Epoch[69] Iter[370/486] Loss: 0.027, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:29:29 transreid.train INFO: Epoch[69] Iter[380/486] Loss: 0.027, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:29:32 transreid.train INFO: Epoch[69] Iter[390/486] Loss: 0.027, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:29:35 transreid.train INFO: Epoch[69] Iter[400/486] Loss: 0.026, Acc: 0.999, Base Lr: 3.08e-03
2024-05-02 18:29:38 transreid.train INFO: Epoch[69] Iter[410/486] Loss: 0.027, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:29:41 transreid.train INFO: Epoch[69] Iter[420/486] Loss: 0.026, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:29:44 transreid.train INFO: Epoch[69] Iter[430/486] Loss: 0.026, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:29:47 transreid.train INFO: Epoch[69] Iter[440/486] Loss: 0.026, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:29:50 transreid.train INFO: Epoch[69] Iter[450/486] Loss: 0.026, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:29:53 transreid.train INFO: Epoch[69] Iter[460/486] Loss: 0.027, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:29:56 transreid.train INFO: Epoch[69] Iter[470/486] Loss: 0.027, Acc: 0.998, Base Lr: 3.08e-03
2024-05-02 18:29:58 transreid.train INFO: Epoch 69 done. Time per epoch: 146.643[s] Speed: 206.9[samples/s]
2024-05-02 18:30:04 transreid.train INFO: Epoch[70] Iter[10/486] Loss: 0.046, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:30:07 transreid.train INFO: Epoch[70] Iter[20/486] Loss: 0.040, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:30:10 transreid.train INFO: Epoch[70] Iter[30/486] Loss: 0.036, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:30:13 transreid.train INFO: Epoch[70] Iter[40/486] Loss: 0.034, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:30:16 transreid.train INFO: Epoch[70] Iter[50/486] Loss: 0.032, Acc: 0.999, Base Lr: 2.97e-03
2024-05-02 18:30:19 transreid.train INFO: Epoch[70] Iter[60/486] Loss: 0.034, Acc: 0.999, Base Lr: 2.97e-03
2024-05-02 18:30:22 transreid.train INFO: Epoch[70] Iter[70/486] Loss: 0.034, Acc: 0.999, Base Lr: 2.97e-03
2024-05-02 18:30:25 transreid.train INFO: Epoch[70] Iter[80/486] Loss: 0.033, Acc: 0.999, Base Lr: 2.97e-03
2024-05-02 18:30:28 transreid.train INFO: Epoch[70] Iter[90/486] Loss: 0.032, Acc: 0.999, Base Lr: 2.97e-03
2024-05-02 18:30:31 transreid.train INFO: Epoch[70] Iter[100/486] Loss: 0.033, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:30:34 transreid.train INFO: Epoch[70] Iter[110/486] Loss: 0.032, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:30:37 transreid.train INFO: Epoch[70] Iter[120/486] Loss: 0.031, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:30:40 transreid.train INFO: Epoch[70] Iter[130/486] Loss: 0.031, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:30:43 transreid.train INFO: Epoch[70] Iter[140/486] Loss: 0.031, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:30:46 transreid.train INFO: Epoch[70] Iter[150/486] Loss: 0.031, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:30:49 transreid.train INFO: Epoch[70] Iter[160/486] Loss: 0.031, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:30:52 transreid.train INFO: Epoch[70] Iter[170/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:30:55 transreid.train INFO: Epoch[70] Iter[180/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:30:58 transreid.train INFO: Epoch[70] Iter[190/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:01 transreid.train INFO: Epoch[70] Iter[200/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:04 transreid.train INFO: Epoch[70] Iter[210/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:07 transreid.train INFO: Epoch[70] Iter[220/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:10 transreid.train INFO: Epoch[70] Iter[230/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:13 transreid.train INFO: Epoch[70] Iter[240/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:16 transreid.train INFO: Epoch[70] Iter[250/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:19 transreid.train INFO: Epoch[70] Iter[260/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:22 transreid.train INFO: Epoch[70] Iter[270/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:25 transreid.train INFO: Epoch[70] Iter[280/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:28 transreid.train INFO: Epoch[70] Iter[290/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:31 transreid.train INFO: Epoch[70] Iter[300/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:34 transreid.train INFO: Epoch[70] Iter[310/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:38 transreid.train INFO: Epoch[70] Iter[320/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:41 transreid.train INFO: Epoch[70] Iter[330/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:44 transreid.train INFO: Epoch[70] Iter[340/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:47 transreid.train INFO: Epoch[70] Iter[350/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:50 transreid.train INFO: Epoch[70] Iter[360/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:53 transreid.train INFO: Epoch[70] Iter[370/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:56 transreid.train INFO: Epoch[70] Iter[380/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:31:59 transreid.train INFO: Epoch[70] Iter[390/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:32:02 transreid.train INFO: Epoch[70] Iter[400/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:32:05 transreid.train INFO: Epoch[70] Iter[410/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:32:08 transreid.train INFO: Epoch[70] Iter[420/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:32:11 transreid.train INFO: Epoch[70] Iter[430/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:32:14 transreid.train INFO: Epoch[70] Iter[440/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:32:17 transreid.train INFO: Epoch[70] Iter[450/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:32:20 transreid.train INFO: Epoch[70] Iter[460/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:32:23 transreid.train INFO: Epoch[70] Iter[470/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.97e-03
2024-05-02 18:32:24 transreid.train INFO: Epoch 70 done. Time per epoch: 146.214[s] Speed: 207.0[samples/s]
2024-05-02 18:32:30 transreid.train INFO: Epoch[71] Iter[10/486] Loss: 0.024, Acc: 1.000, Base Lr: 2.87e-03
2024-05-02 18:32:33 transreid.train INFO: Epoch[71] Iter[20/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:32:36 transreid.train INFO: Epoch[71] Iter[30/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:32:39 transreid.train INFO: Epoch[71] Iter[40/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:32:42 transreid.train INFO: Epoch[71] Iter[50/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:32:45 transreid.train INFO: Epoch[71] Iter[60/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:32:48 transreid.train INFO: Epoch[71] Iter[70/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:32:51 transreid.train INFO: Epoch[71] Iter[80/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:32:54 transreid.train INFO: Epoch[71] Iter[90/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:32:57 transreid.train INFO: Epoch[71] Iter[100/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:33:00 transreid.train INFO: Epoch[71] Iter[110/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:33:03 transreid.train INFO: Epoch[71] Iter[120/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:33:06 transreid.train INFO: Epoch[71] Iter[130/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:33:09 transreid.train INFO: Epoch[71] Iter[140/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:33:12 transreid.train INFO: Epoch[71] Iter[150/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:33:15 transreid.train INFO: Epoch[71] Iter[160/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:33:18 transreid.train INFO: Epoch[71] Iter[170/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:33:21 transreid.train INFO: Epoch[71] Iter[180/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:33:24 transreid.train INFO: Epoch[71] Iter[190/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:33:27 transreid.train INFO: Epoch[71] Iter[200/486] Loss: 0.027, Acc: 0.999, Base Lr: 2.87e-03
2024-05-02 18:33:30 transreid.train INFO: Epoch[71] Iter[210/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.87e-03
2024-05-02 18:33:33 transreid.train INFO: Epoch[71] Iter[220/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.87e-03
2024-05-02 18:33:36 transreid.train INFO: Epoch[71] Iter[230/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.87e-03
2024-05-02 18:33:39 transreid.train INFO: Epoch[71] Iter[240/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.87e-03
2024-05-02 18:33:43 transreid.train INFO: Epoch[71] Iter[250/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.87e-03
2024-05-02 18:33:46 transreid.train INFO: Epoch[71] Iter[260/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.87e-03
2024-05-02 18:33:48 transreid.train INFO: Epoch[71] Iter[270/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.87e-03
2024-05-02 18:33:51 transreid.train INFO: Epoch[71] Iter[280/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:33:54 transreid.train INFO: Epoch[71] Iter[290/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.87e-03
2024-05-02 18:33:58 transreid.train INFO: Epoch[71] Iter[300/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:34:01 transreid.train INFO: Epoch[71] Iter[310/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.87e-03
2024-05-02 18:34:04 transreid.train INFO: Epoch[71] Iter[320/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.87e-03
2024-05-02 18:34:07 transreid.train INFO: Epoch[71] Iter[330/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:34:10 transreid.train INFO: Epoch[71] Iter[340/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:34:13 transreid.train INFO: Epoch[71] Iter[350/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:34:16 transreid.train INFO: Epoch[71] Iter[360/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.87e-03
2024-05-02 18:34:19 transreid.train INFO: Epoch[71] Iter[370/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.87e-03
2024-05-02 18:34:22 transreid.train INFO: Epoch[71] Iter[380/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.87e-03
2024-05-02 18:34:25 transreid.train INFO: Epoch[71] Iter[390/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.87e-03
2024-05-02 18:34:28 transreid.train INFO: Epoch[71] Iter[400/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.87e-03
2024-05-02 18:34:31 transreid.train INFO: Epoch[71] Iter[410/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.87e-03
2024-05-02 18:34:34 transreid.train INFO: Epoch[71] Iter[420/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:34:37 transreid.train INFO: Epoch[71] Iter[430/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:34:40 transreid.train INFO: Epoch[71] Iter[440/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:34:43 transreid.train INFO: Epoch[71] Iter[450/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:34:46 transreid.train INFO: Epoch[71] Iter[460/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:34:49 transreid.train INFO: Epoch[71] Iter[470/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.87e-03
2024-05-02 18:34:51 transreid.train INFO: Epoch 71 done. Time per epoch: 146.100[s] Speed: 207.6[samples/s]
2024-05-02 18:34:56 transreid.train INFO: Epoch[72] Iter[10/486] Loss: 0.028, Acc: 1.000, Base Lr: 2.77e-03
2024-05-02 18:34:59 transreid.train INFO: Epoch[72] Iter[20/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:35:02 transreid.train INFO: Epoch[72] Iter[30/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:35:05 transreid.train INFO: Epoch[72] Iter[40/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:35:08 transreid.train INFO: Epoch[72] Iter[50/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:35:11 transreid.train INFO: Epoch[72] Iter[60/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:35:14 transreid.train INFO: Epoch[72] Iter[70/486] Loss: 0.031, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:35:17 transreid.train INFO: Epoch[72] Iter[80/486] Loss: 0.030, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:35:20 transreid.train INFO: Epoch[72] Iter[90/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:35:23 transreid.train INFO: Epoch[72] Iter[100/486] Loss: 0.030, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:35:26 transreid.train INFO: Epoch[72] Iter[110/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:35:29 transreid.train INFO: Epoch[72] Iter[120/486] Loss: 0.029, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:35:32 transreid.train INFO: Epoch[72] Iter[130/486] Loss: 0.029, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:35:35 transreid.train INFO: Epoch[72] Iter[140/486] Loss: 0.029, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:35:38 transreid.train INFO: Epoch[72] Iter[150/486] Loss: 0.029, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:35:41 transreid.train INFO: Epoch[72] Iter[160/486] Loss: 0.029, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:35:44 transreid.train INFO: Epoch[72] Iter[170/486] Loss: 0.029, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:35:47 transreid.train INFO: Epoch[72] Iter[180/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:35:50 transreid.train INFO: Epoch[72] Iter[190/486] Loss: 0.030, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:35:53 transreid.train INFO: Epoch[72] Iter[200/486] Loss: 0.029, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:35:56 transreid.train INFO: Epoch[72] Iter[210/486] Loss: 0.029, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:35:59 transreid.train INFO: Epoch[72] Iter[220/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:36:02 transreid.train INFO: Epoch[72] Iter[230/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:36:05 transreid.train INFO: Epoch[72] Iter[240/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:36:08 transreid.train INFO: Epoch[72] Iter[250/486] Loss: 0.029, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:36:11 transreid.train INFO: Epoch[72] Iter[260/486] Loss: 0.029, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:36:14 transreid.train INFO: Epoch[72] Iter[270/486] Loss: 0.028, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:36:17 transreid.train INFO: Epoch[72] Iter[280/486] Loss: 0.028, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:36:20 transreid.train INFO: Epoch[72] Iter[290/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:36:23 transreid.train INFO: Epoch[72] Iter[300/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:36:26 transreid.train INFO: Epoch[72] Iter[310/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:36:30 transreid.train INFO: Epoch[72] Iter[320/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:36:32 transreid.train INFO: Epoch[72] Iter[330/486] Loss: 0.028, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:36:36 transreid.train INFO: Epoch[72] Iter[340/486] Loss: 0.027, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:36:39 transreid.train INFO: Epoch[72] Iter[350/486] Loss: 0.027, Acc: 0.999, Base Lr: 2.77e-03
2024-05-02 18:36:42 transreid.train INFO: Epoch[72] Iter[360/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:36:45 transreid.train INFO: Epoch[72] Iter[370/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:36:48 transreid.train INFO: Epoch[72] Iter[380/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:36:51 transreid.train INFO: Epoch[72] Iter[390/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:36:54 transreid.train INFO: Epoch[72] Iter[400/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:36:57 transreid.train INFO: Epoch[72] Iter[410/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:37:00 transreid.train INFO: Epoch[72] Iter[420/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:37:03 transreid.train INFO: Epoch[72] Iter[430/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:37:06 transreid.train INFO: Epoch[72] Iter[440/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:37:09 transreid.train INFO: Epoch[72] Iter[450/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:37:12 transreid.train INFO: Epoch[72] Iter[460/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:37:15 transreid.train INFO: Epoch[72] Iter[470/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.77e-03
2024-05-02 18:37:16 transreid.train INFO: Epoch 72 done. Time per epoch: 145.643[s] Speed: 207.9[samples/s]
2024-05-02 18:37:22 transreid.train INFO: Epoch[73] Iter[10/486] Loss: 0.042, Acc: 0.995, Base Lr: 2.68e-03
2024-05-02 18:37:25 transreid.train INFO: Epoch[73] Iter[20/486] Loss: 0.034, Acc: 0.997, Base Lr: 2.68e-03
2024-05-02 18:37:28 transreid.train INFO: Epoch[73] Iter[30/486] Loss: 0.034, Acc: 0.997, Base Lr: 2.68e-03
2024-05-02 18:37:31 transreid.train INFO: Epoch[73] Iter[40/486] Loss: 0.031, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:37:34 transreid.train INFO: Epoch[73] Iter[50/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:37:37 transreid.train INFO: Epoch[73] Iter[60/486] Loss: 0.032, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:37:40 transreid.train INFO: Epoch[73] Iter[70/486] Loss: 0.031, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:37:43 transreid.train INFO: Epoch[73] Iter[80/486] Loss: 0.031, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:37:46 transreid.train INFO: Epoch[73] Iter[90/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:37:49 transreid.train INFO: Epoch[73] Iter[100/486] Loss: 0.032, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:37:52 transreid.train INFO: Epoch[73] Iter[110/486] Loss: 0.031, Acc: 0.999, Base Lr: 2.68e-03
2024-05-02 18:37:55 transreid.train INFO: Epoch[73] Iter[120/486] Loss: 0.030, Acc: 0.999, Base Lr: 2.68e-03
2024-05-02 18:37:58 transreid.train INFO: Epoch[73] Iter[130/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:38:01 transreid.train INFO: Epoch[73] Iter[140/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:38:04 transreid.train INFO: Epoch[73] Iter[150/486] Loss: 0.028, Acc: 0.999, Base Lr: 2.68e-03
2024-05-02 18:38:07 transreid.train INFO: Epoch[73] Iter[160/486] Loss: 0.028, Acc: 0.999, Base Lr: 2.68e-03
2024-05-02 18:38:10 transreid.train INFO: Epoch[73] Iter[170/486] Loss: 0.027, Acc: 0.999, Base Lr: 2.68e-03
2024-05-02 18:38:13 transreid.train INFO: Epoch[73] Iter[180/486] Loss: 0.027, Acc: 0.999, Base Lr: 2.68e-03
2024-05-02 18:38:16 transreid.train INFO: Epoch[73] Iter[190/486] Loss: 0.027, Acc: 0.999, Base Lr: 2.68e-03
2024-05-02 18:38:19 transreid.train INFO: Epoch[73] Iter[200/486] Loss: 0.027, Acc: 0.999, Base Lr: 2.68e-03
2024-05-02 18:38:22 transreid.train INFO: Epoch[73] Iter[210/486] Loss: 0.027, Acc: 0.999, Base Lr: 2.68e-03
2024-05-02 18:38:25 transreid.train INFO: Epoch[73] Iter[220/486] Loss: 0.027, Acc: 0.999, Base Lr: 2.68e-03
2024-05-02 18:38:28 transreid.train INFO: Epoch[73] Iter[230/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:38:31 transreid.train INFO: Epoch[73] Iter[240/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:38:34 transreid.train INFO: Epoch[73] Iter[250/486] Loss: 0.027, Acc: 0.999, Base Lr: 2.68e-03
2024-05-02 18:38:37 transreid.train INFO: Epoch[73] Iter[260/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:38:40 transreid.train INFO: Epoch[73] Iter[270/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:38:43 transreid.train INFO: Epoch[73] Iter[280/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:38:46 transreid.train INFO: Epoch[73] Iter[290/486] Loss: 0.027, Acc: 0.999, Base Lr: 2.68e-03
2024-05-02 18:38:49 transreid.train INFO: Epoch[73] Iter[300/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.68e-03
2024-05-02 18:38:52 transreid.train INFO: Epoch[73] Iter[310/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.68e-03
2024-05-02 18:38:55 transreid.train INFO: Epoch[73] Iter[320/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:38:58 transreid.train INFO: Epoch[73] Iter[330/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:39:01 transreid.train INFO: Epoch[73] Iter[340/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:39:04 transreid.train INFO: Epoch[73] Iter[350/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:39:07 transreid.train INFO: Epoch[73] Iter[360/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:39:11 transreid.train INFO: Epoch[73] Iter[370/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:39:14 transreid.train INFO: Epoch[73] Iter[380/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:39:17 transreid.train INFO: Epoch[73] Iter[390/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:39:20 transreid.train INFO: Epoch[73] Iter[400/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:39:23 transreid.train INFO: Epoch[73] Iter[410/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:39:26 transreid.train INFO: Epoch[73] Iter[420/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:39:29 transreid.train INFO: Epoch[73] Iter[430/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:39:32 transreid.train INFO: Epoch[73] Iter[440/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:39:35 transreid.train INFO: Epoch[73] Iter[450/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:39:38 transreid.train INFO: Epoch[73] Iter[460/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:39:41 transreid.train INFO: Epoch[73] Iter[470/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.68e-03
2024-05-02 18:39:43 transreid.train INFO: Epoch 73 done. Time per epoch: 146.508[s] Speed: 207.1[samples/s]
2024-05-02 18:39:48 transreid.train INFO: Epoch[74] Iter[10/486] Loss: 0.024, Acc: 1.000, Base Lr: 2.58e-03
2024-05-02 18:39:51 transreid.train INFO: Epoch[74] Iter[20/486] Loss: 0.027, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:39:54 transreid.train INFO: Epoch[74] Iter[30/486] Loss: 0.028, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:39:57 transreid.train INFO: Epoch[74] Iter[40/486] Loss: 0.027, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:40:00 transreid.train INFO: Epoch[74] Iter[50/486] Loss: 0.030, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:40:03 transreid.train INFO: Epoch[74] Iter[60/486] Loss: 0.030, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:40:06 transreid.train INFO: Epoch[74] Iter[70/486] Loss: 0.030, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:40:09 transreid.train INFO: Epoch[74] Iter[80/486] Loss: 0.030, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:40:12 transreid.train INFO: Epoch[74] Iter[90/486] Loss: 0.029, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:40:15 transreid.train INFO: Epoch[74] Iter[100/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:40:18 transreid.train INFO: Epoch[74] Iter[110/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:40:21 transreid.train INFO: Epoch[74] Iter[120/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:40:24 transreid.train INFO: Epoch[74] Iter[130/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:40:27 transreid.train INFO: Epoch[74] Iter[140/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:40:30 transreid.train INFO: Epoch[74] Iter[150/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:40:34 transreid.train INFO: Epoch[74] Iter[160/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:40:37 transreid.train INFO: Epoch[74] Iter[170/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:40:40 transreid.train INFO: Epoch[74] Iter[180/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:40:43 transreid.train INFO: Epoch[74] Iter[190/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:40:46 transreid.train INFO: Epoch[74] Iter[200/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:40:49 transreid.train INFO: Epoch[74] Iter[210/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:40:52 transreid.train INFO: Epoch[74] Iter[220/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:40:55 transreid.train INFO: Epoch[74] Iter[230/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:40:58 transreid.train INFO: Epoch[74] Iter[240/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:41:01 transreid.train INFO: Epoch[74] Iter[250/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:41:04 transreid.train INFO: Epoch[74] Iter[260/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:41:07 transreid.train INFO: Epoch[74] Iter[270/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:41:10 transreid.train INFO: Epoch[74] Iter[280/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:41:13 transreid.train INFO: Epoch[74] Iter[290/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:41:16 transreid.train INFO: Epoch[74] Iter[300/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:41:19 transreid.train INFO: Epoch[74] Iter[310/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:41:22 transreid.train INFO: Epoch[74] Iter[320/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:41:25 transreid.train INFO: Epoch[74] Iter[330/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:41:28 transreid.train INFO: Epoch[74] Iter[340/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:41:31 transreid.train INFO: Epoch[74] Iter[350/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:41:34 transreid.train INFO: Epoch[74] Iter[360/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:41:37 transreid.train INFO: Epoch[74] Iter[370/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:41:40 transreid.train INFO: Epoch[74] Iter[380/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:41:43 transreid.train INFO: Epoch[74] Iter[390/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:41:46 transreid.train INFO: Epoch[74] Iter[400/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:41:49 transreid.train INFO: Epoch[74] Iter[410/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:41:52 transreid.train INFO: Epoch[74] Iter[420/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:41:55 transreid.train INFO: Epoch[74] Iter[430/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:41:58 transreid.train INFO: Epoch[74] Iter[440/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:42:01 transreid.train INFO: Epoch[74] Iter[450/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:42:04 transreid.train INFO: Epoch[74] Iter[460/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.58e-03
2024-05-02 18:42:07 transreid.train INFO: Epoch[74] Iter[470/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.58e-03
2024-05-02 18:42:10 transreid.train INFO: Epoch 74 done. Time per epoch: 146.874[s] Speed: 207.0[samples/s]
2024-05-02 18:42:15 transreid.train INFO: Epoch[75] Iter[10/486] Loss: 0.023, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:42:18 transreid.train INFO: Epoch[75] Iter[20/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:42:21 transreid.train INFO: Epoch[75] Iter[30/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:42:24 transreid.train INFO: Epoch[75] Iter[40/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:42:27 transreid.train INFO: Epoch[75] Iter[50/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:42:30 transreid.train INFO: Epoch[75] Iter[60/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:42:33 transreid.train INFO: Epoch[75] Iter[70/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:42:36 transreid.train INFO: Epoch[75] Iter[80/486] Loss: 0.027, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:42:39 transreid.train INFO: Epoch[75] Iter[90/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:42:42 transreid.train INFO: Epoch[75] Iter[100/486] Loss: 0.027, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:42:45 transreid.train INFO: Epoch[75] Iter[110/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:42:48 transreid.train INFO: Epoch[75] Iter[120/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:42:51 transreid.train INFO: Epoch[75] Iter[130/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:42:54 transreid.train INFO: Epoch[75] Iter[140/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:42:58 transreid.train INFO: Epoch[75] Iter[150/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:43:01 transreid.train INFO: Epoch[75] Iter[160/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:43:04 transreid.train INFO: Epoch[75] Iter[170/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:43:07 transreid.train INFO: Epoch[75] Iter[180/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:43:10 transreid.train INFO: Epoch[75] Iter[190/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:43:13 transreid.train INFO: Epoch[75] Iter[200/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:43:16 transreid.train INFO: Epoch[75] Iter[210/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.48e-03
2024-05-02 18:43:19 transreid.train INFO: Epoch[75] Iter[220/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:43:22 transreid.train INFO: Epoch[75] Iter[230/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:43:25 transreid.train INFO: Epoch[75] Iter[240/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:43:28 transreid.train INFO: Epoch[75] Iter[250/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:43:31 transreid.train INFO: Epoch[75] Iter[260/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:43:34 transreid.train INFO: Epoch[75] Iter[270/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:43:37 transreid.train INFO: Epoch[75] Iter[280/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:43:40 transreid.train INFO: Epoch[75] Iter[290/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:43:43 transreid.train INFO: Epoch[75] Iter[300/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:43:46 transreid.train INFO: Epoch[75] Iter[310/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:43:49 transreid.train INFO: Epoch[75] Iter[320/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:43:52 transreid.train INFO: Epoch[75] Iter[330/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:43:56 transreid.train INFO: Epoch[75] Iter[340/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:43:59 transreid.train INFO: Epoch[75] Iter[350/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:44:02 transreid.train INFO: Epoch[75] Iter[360/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:44:05 transreid.train INFO: Epoch[75] Iter[370/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:44:08 transreid.train INFO: Epoch[75] Iter[380/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:44:11 transreid.train INFO: Epoch[75] Iter[390/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:44:14 transreid.train INFO: Epoch[75] Iter[400/486] Loss: 0.024, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:44:17 transreid.train INFO: Epoch[75] Iter[410/486] Loss: 0.024, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:44:20 transreid.train INFO: Epoch[75] Iter[420/486] Loss: 0.024, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:44:23 transreid.train INFO: Epoch[75] Iter[430/486] Loss: 0.024, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:44:26 transreid.train INFO: Epoch[75] Iter[440/486] Loss: 0.024, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:44:29 transreid.train INFO: Epoch[75] Iter[450/486] Loss: 0.024, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:44:32 transreid.train INFO: Epoch[75] Iter[460/486] Loss: 0.024, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:44:35 transreid.train INFO: Epoch[75] Iter[470/486] Loss: 0.024, Acc: 0.998, Base Lr: 2.48e-03
2024-05-02 18:44:37 transreid.train INFO: Epoch 75 done. Time per epoch: 147.208[s] Speed: 206.1[samples/s]
2024-05-02 18:44:42 transreid.train INFO: Epoch[76] Iter[10/486] Loss: 0.026, Acc: 0.997, Base Lr: 2.38e-03
2024-05-02 18:44:45 transreid.train INFO: Epoch[76] Iter[20/486] Loss: 0.033, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:44:48 transreid.train INFO: Epoch[76] Iter[30/486] Loss: 0.034, Acc: 0.997, Base Lr: 2.38e-03
2024-05-02 18:44:51 transreid.train INFO: Epoch[76] Iter[40/486] Loss: 0.036, Acc: 0.997, Base Lr: 2.38e-03
2024-05-02 18:44:54 transreid.train INFO: Epoch[76] Iter[50/486] Loss: 0.037, Acc: 0.997, Base Lr: 2.38e-03
2024-05-02 18:44:57 transreid.train INFO: Epoch[76] Iter[60/486] Loss: 0.037, Acc: 0.997, Base Lr: 2.38e-03
2024-05-02 18:45:00 transreid.train INFO: Epoch[76] Iter[70/486] Loss: 0.036, Acc: 0.997, Base Lr: 2.38e-03
2024-05-02 18:45:03 transreid.train INFO: Epoch[76] Iter[80/486] Loss: 0.034, Acc: 0.997, Base Lr: 2.38e-03
2024-05-02 18:45:06 transreid.train INFO: Epoch[76] Iter[90/486] Loss: 0.033, Acc: 0.997, Base Lr: 2.38e-03
2024-05-02 18:45:09 transreid.train INFO: Epoch[76] Iter[100/486] Loss: 0.032, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:45:13 transreid.train INFO: Epoch[76] Iter[110/486] Loss: 0.032, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:45:16 transreid.train INFO: Epoch[76] Iter[120/486] Loss: 0.032, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:45:18 transreid.train INFO: Epoch[76] Iter[130/486] Loss: 0.031, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:45:21 transreid.train INFO: Epoch[76] Iter[140/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:45:25 transreid.train INFO: Epoch[76] Iter[150/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:45:28 transreid.train INFO: Epoch[76] Iter[160/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:45:31 transreid.train INFO: Epoch[76] Iter[170/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:45:34 transreid.train INFO: Epoch[76] Iter[180/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:45:37 transreid.train INFO: Epoch[76] Iter[190/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:45:40 transreid.train INFO: Epoch[76] Iter[200/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:45:43 transreid.train INFO: Epoch[76] Iter[210/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:45:46 transreid.train INFO: Epoch[76] Iter[220/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:45:49 transreid.train INFO: Epoch[76] Iter[230/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:45:52 transreid.train INFO: Epoch[76] Iter[240/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:45:55 transreid.train INFO: Epoch[76] Iter[250/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:45:58 transreid.train INFO: Epoch[76] Iter[260/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:46:01 transreid.train INFO: Epoch[76] Iter[270/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.38e-03
2024-05-02 18:46:04 transreid.train INFO: Epoch[76] Iter[280/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:07 transreid.train INFO: Epoch[76] Iter[290/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:10 transreid.train INFO: Epoch[76] Iter[300/486] Loss: 0.026, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:13 transreid.train INFO: Epoch[76] Iter[310/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:16 transreid.train INFO: Epoch[76] Iter[320/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:19 transreid.train INFO: Epoch[76] Iter[330/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:22 transreid.train INFO: Epoch[76] Iter[340/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:25 transreid.train INFO: Epoch[76] Iter[350/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:28 transreid.train INFO: Epoch[76] Iter[360/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:31 transreid.train INFO: Epoch[76] Iter[370/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:34 transreid.train INFO: Epoch[76] Iter[380/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:37 transreid.train INFO: Epoch[76] Iter[390/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:40 transreid.train INFO: Epoch[76] Iter[400/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:43 transreid.train INFO: Epoch[76] Iter[410/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:46 transreid.train INFO: Epoch[76] Iter[420/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:50 transreid.train INFO: Epoch[76] Iter[430/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:53 transreid.train INFO: Epoch[76] Iter[440/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:56 transreid.train INFO: Epoch[76] Iter[450/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:46:59 transreid.train INFO: Epoch[76] Iter[460/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:47:02 transreid.train INFO: Epoch[76] Iter[470/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.38e-03
2024-05-02 18:47:04 transreid.train INFO: Epoch 76 done. Time per epoch: 146.853[s] Speed: 206.6[samples/s]
2024-05-02 18:47:09 transreid.train INFO: Epoch[77] Iter[10/486] Loss: 0.027, Acc: 1.000, Base Lr: 2.29e-03
2024-05-02 18:47:12 transreid.train INFO: Epoch[77] Iter[20/486] Loss: 0.024, Acc: 0.998, Base Lr: 2.29e-03
2024-05-02 18:47:15 transreid.train INFO: Epoch[77] Iter[30/486] Loss: 0.023, Acc: 0.998, Base Lr: 2.29e-03
2024-05-02 18:47:18 transreid.train INFO: Epoch[77] Iter[40/486] Loss: 0.023, Acc: 0.998, Base Lr: 2.29e-03
2024-05-02 18:47:21 transreid.train INFO: Epoch[77] Iter[50/486] Loss: 0.024, Acc: 0.998, Base Lr: 2.29e-03
2024-05-02 18:47:24 transreid.train INFO: Epoch[77] Iter[60/486] Loss: 0.025, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:47:27 transreid.train INFO: Epoch[77] Iter[70/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:47:30 transreid.train INFO: Epoch[77] Iter[80/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:47:33 transreid.train INFO: Epoch[77] Iter[90/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:47:36 transreid.train INFO: Epoch[77] Iter[100/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:47:39 transreid.train INFO: Epoch[77] Iter[110/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:47:43 transreid.train INFO: Epoch[77] Iter[120/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:47:46 transreid.train INFO: Epoch[77] Iter[130/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:47:49 transreid.train INFO: Epoch[77] Iter[140/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:47:52 transreid.train INFO: Epoch[77] Iter[150/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:47:55 transreid.train INFO: Epoch[77] Iter[160/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:47:58 transreid.train INFO: Epoch[77] Iter[170/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:01 transreid.train INFO: Epoch[77] Iter[180/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:04 transreid.train INFO: Epoch[77] Iter[190/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:07 transreid.train INFO: Epoch[77] Iter[200/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:10 transreid.train INFO: Epoch[77] Iter[210/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:13 transreid.train INFO: Epoch[77] Iter[220/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:16 transreid.train INFO: Epoch[77] Iter[230/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:19 transreid.train INFO: Epoch[77] Iter[240/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:22 transreid.train INFO: Epoch[77] Iter[250/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:25 transreid.train INFO: Epoch[77] Iter[260/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:28 transreid.train INFO: Epoch[77] Iter[270/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:31 transreid.train INFO: Epoch[77] Iter[280/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:34 transreid.train INFO: Epoch[77] Iter[290/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:37 transreid.train INFO: Epoch[77] Iter[300/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:40 transreid.train INFO: Epoch[77] Iter[310/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:43 transreid.train INFO: Epoch[77] Iter[320/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:46 transreid.train INFO: Epoch[77] Iter[330/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:49 transreid.train INFO: Epoch[77] Iter[340/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.29e-03
2024-05-02 18:48:52 transreid.train INFO: Epoch[77] Iter[350/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.29e-03
2024-05-02 18:48:55 transreid.train INFO: Epoch[77] Iter[360/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.29e-03
2024-05-02 18:48:58 transreid.train INFO: Epoch[77] Iter[370/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.29e-03
2024-05-02 18:49:01 transreid.train INFO: Epoch[77] Iter[380/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.29e-03
2024-05-02 18:49:04 transreid.train INFO: Epoch[77] Iter[390/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.29e-03
2024-05-02 18:49:07 transreid.train INFO: Epoch[77] Iter[400/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.29e-03
2024-05-02 18:49:10 transreid.train INFO: Epoch[77] Iter[410/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.29e-03
2024-05-02 18:49:13 transreid.train INFO: Epoch[77] Iter[420/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.29e-03
2024-05-02 18:49:16 transreid.train INFO: Epoch[77] Iter[430/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.29e-03
2024-05-02 18:49:19 transreid.train INFO: Epoch[77] Iter[440/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.29e-03
2024-05-02 18:49:23 transreid.train INFO: Epoch[77] Iter[450/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.29e-03
2024-05-02 18:49:26 transreid.train INFO: Epoch[77] Iter[460/486] Loss: 0.021, Acc: 0.998, Base Lr: 2.29e-03
2024-05-02 18:49:29 transreid.train INFO: Epoch[77] Iter[470/486] Loss: 0.021, Acc: 0.998, Base Lr: 2.29e-03
2024-05-02 18:49:31 transreid.train INFO: Epoch 77 done. Time per epoch: 146.953[s] Speed: 206.4[samples/s]
2024-05-02 18:49:36 transreid.train INFO: Epoch[78] Iter[10/486] Loss: 0.029, Acc: 0.998, Base Lr: 2.20e-03
2024-05-02 18:49:39 transreid.train INFO: Epoch[78] Iter[20/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.20e-03
2024-05-02 18:49:42 transreid.train INFO: Epoch[78] Iter[30/486] Loss: 0.027, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:49:45 transreid.train INFO: Epoch[78] Iter[40/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:49:48 transreid.train INFO: Epoch[78] Iter[50/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:49:51 transreid.train INFO: Epoch[78] Iter[60/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:49:54 transreid.train INFO: Epoch[78] Iter[70/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:49:57 transreid.train INFO: Epoch[78] Iter[80/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:00 transreid.train INFO: Epoch[78] Iter[90/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:03 transreid.train INFO: Epoch[78] Iter[100/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:06 transreid.train INFO: Epoch[78] Iter[110/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:09 transreid.train INFO: Epoch[78] Iter[120/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:12 transreid.train INFO: Epoch[78] Iter[130/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:15 transreid.train INFO: Epoch[78] Iter[140/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:19 transreid.train INFO: Epoch[78] Iter[150/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:22 transreid.train INFO: Epoch[78] Iter[160/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:25 transreid.train INFO: Epoch[78] Iter[170/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:28 transreid.train INFO: Epoch[78] Iter[180/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:31 transreid.train INFO: Epoch[78] Iter[190/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:34 transreid.train INFO: Epoch[78] Iter[200/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:37 transreid.train INFO: Epoch[78] Iter[210/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:40 transreid.train INFO: Epoch[78] Iter[220/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:43 transreid.train INFO: Epoch[78] Iter[230/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:46 transreid.train INFO: Epoch[78] Iter[240/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:49 transreid.train INFO: Epoch[78] Iter[250/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:52 transreid.train INFO: Epoch[78] Iter[260/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:55 transreid.train INFO: Epoch[78] Iter[270/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:50:58 transreid.train INFO: Epoch[78] Iter[280/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:01 transreid.train INFO: Epoch[78] Iter[290/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:04 transreid.train INFO: Epoch[78] Iter[300/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:07 transreid.train INFO: Epoch[78] Iter[310/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:10 transreid.train INFO: Epoch[78] Iter[320/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:13 transreid.train INFO: Epoch[78] Iter[330/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:16 transreid.train INFO: Epoch[78] Iter[340/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:19 transreid.train INFO: Epoch[78] Iter[350/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:22 transreid.train INFO: Epoch[78] Iter[360/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:25 transreid.train INFO: Epoch[78] Iter[370/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:28 transreid.train INFO: Epoch[78] Iter[380/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:31 transreid.train INFO: Epoch[78] Iter[390/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:35 transreid.train INFO: Epoch[78] Iter[400/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:38 transreid.train INFO: Epoch[78] Iter[410/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:41 transreid.train INFO: Epoch[78] Iter[420/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:44 transreid.train INFO: Epoch[78] Iter[430/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:47 transreid.train INFO: Epoch[78] Iter[440/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:50 transreid.train INFO: Epoch[78] Iter[450/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:53 transreid.train INFO: Epoch[78] Iter[460/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:56 transreid.train INFO: Epoch[78] Iter[470/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.20e-03
2024-05-02 18:51:58 transreid.train INFO: Epoch 78 done. Time per epoch: 146.949[s] Speed: 206.4[samples/s]
2024-05-02 18:52:03 transreid.train INFO: Epoch[79] Iter[10/486] Loss: 0.028, Acc: 0.997, Base Lr: 2.10e-03
2024-05-02 18:52:06 transreid.train INFO: Epoch[79] Iter[20/486] Loss: 0.030, Acc: 0.998, Base Lr: 2.10e-03
2024-05-02 18:52:09 transreid.train INFO: Epoch[79] Iter[30/486] Loss: 0.028, Acc: 0.997, Base Lr: 2.10e-03
2024-05-02 18:52:12 transreid.train INFO: Epoch[79] Iter[40/486] Loss: 0.029, Acc: 0.997, Base Lr: 2.10e-03
2024-05-02 18:52:15 transreid.train INFO: Epoch[79] Iter[50/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.10e-03
2024-05-02 18:52:18 transreid.train INFO: Epoch[79] Iter[60/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.10e-03
2024-05-02 18:52:21 transreid.train INFO: Epoch[79] Iter[70/486] Loss: 0.027, Acc: 0.998, Base Lr: 2.10e-03
2024-05-02 18:52:24 transreid.train INFO: Epoch[79] Iter[80/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.10e-03
2024-05-02 18:52:27 transreid.train INFO: Epoch[79] Iter[90/486] Loss: 0.026, Acc: 0.998, Base Lr: 2.10e-03
2024-05-02 18:52:30 transreid.train INFO: Epoch[79] Iter[100/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.10e-03
2024-05-02 18:52:33 transreid.train INFO: Epoch[79] Iter[110/486] Loss: 0.024, Acc: 0.998, Base Lr: 2.10e-03
2024-05-02 18:52:36 transreid.train INFO: Epoch[79] Iter[120/486] Loss: 0.024, Acc: 0.998, Base Lr: 2.10e-03
2024-05-02 18:52:39 transreid.train INFO: Epoch[79] Iter[130/486] Loss: 0.024, Acc: 0.998, Base Lr: 2.10e-03
2024-05-02 18:52:42 transreid.train INFO: Epoch[79] Iter[140/486] Loss: 0.024, Acc: 0.998, Base Lr: 2.10e-03
2024-05-02 18:52:45 transreid.train INFO: Epoch[79] Iter[150/486] Loss: 0.024, Acc: 0.998, Base Lr: 2.10e-03
2024-05-02 18:52:48 transreid.train INFO: Epoch[79] Iter[160/486] Loss: 0.023, Acc: 0.998, Base Lr: 2.10e-03
2024-05-02 18:52:52 transreid.train INFO: Epoch[79] Iter[170/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:52:55 transreid.train INFO: Epoch[79] Iter[180/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:52:58 transreid.train INFO: Epoch[79] Iter[190/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:01 transreid.train INFO: Epoch[79] Iter[200/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:04 transreid.train INFO: Epoch[79] Iter[210/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:07 transreid.train INFO: Epoch[79] Iter[220/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:10 transreid.train INFO: Epoch[79] Iter[230/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:13 transreid.train INFO: Epoch[79] Iter[240/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:16 transreid.train INFO: Epoch[79] Iter[250/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:19 transreid.train INFO: Epoch[79] Iter[260/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:22 transreid.train INFO: Epoch[79] Iter[270/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:25 transreid.train INFO: Epoch[79] Iter[280/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:28 transreid.train INFO: Epoch[79] Iter[290/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:31 transreid.train INFO: Epoch[79] Iter[300/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:34 transreid.train INFO: Epoch[79] Iter[310/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:37 transreid.train INFO: Epoch[79] Iter[320/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:40 transreid.train INFO: Epoch[79] Iter[330/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:43 transreid.train INFO: Epoch[79] Iter[340/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:46 transreid.train INFO: Epoch[79] Iter[350/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:49 transreid.train INFO: Epoch[79] Iter[360/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:52 transreid.train INFO: Epoch[79] Iter[370/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:55 transreid.train INFO: Epoch[79] Iter[380/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:53:58 transreid.train INFO: Epoch[79] Iter[390/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:54:01 transreid.train INFO: Epoch[79] Iter[400/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:54:05 transreid.train INFO: Epoch[79] Iter[410/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:54:07 transreid.train INFO: Epoch[79] Iter[420/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:54:10 transreid.train INFO: Epoch[79] Iter[430/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:54:13 transreid.train INFO: Epoch[79] Iter[440/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:54:17 transreid.train INFO: Epoch[79] Iter[450/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:54:20 transreid.train INFO: Epoch[79] Iter[460/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:54:23 transreid.train INFO: Epoch[79] Iter[470/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.10e-03
2024-05-02 18:54:24 transreid.train INFO: Epoch 79 done. Time per epoch: 146.710[s] Speed: 206.3[samples/s]
2024-05-02 18:54:30 transreid.train INFO: Epoch[80] Iter[10/486] Loss: 0.030, Acc: 0.997, Base Lr: 2.01e-03
2024-05-02 18:54:33 transreid.train INFO: Epoch[80] Iter[20/486] Loss: 0.028, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:54:36 transreid.train INFO: Epoch[80] Iter[30/486] Loss: 0.025, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:54:39 transreid.train INFO: Epoch[80] Iter[40/486] Loss: 0.024, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:54:42 transreid.train INFO: Epoch[80] Iter[50/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:54:45 transreid.train INFO: Epoch[80] Iter[60/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:54:48 transreid.train INFO: Epoch[80] Iter[70/486] Loss: 0.023, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:54:51 transreid.train INFO: Epoch[80] Iter[80/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:54:54 transreid.train INFO: Epoch[80] Iter[90/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:54:57 transreid.train INFO: Epoch[80] Iter[100/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:55:00 transreid.train INFO: Epoch[80] Iter[110/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:55:03 transreid.train INFO: Epoch[80] Iter[120/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:55:06 transreid.train INFO: Epoch[80] Iter[130/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:55:09 transreid.train INFO: Epoch[80] Iter[140/486] Loss: 0.022, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:55:12 transreid.train INFO: Epoch[80] Iter[150/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:55:15 transreid.train INFO: Epoch[80] Iter[160/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:55:18 transreid.train INFO: Epoch[80] Iter[170/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:55:21 transreid.train INFO: Epoch[80] Iter[180/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:55:24 transreid.train INFO: Epoch[80] Iter[190/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:55:27 transreid.train INFO: Epoch[80] Iter[200/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:55:30 transreid.train INFO: Epoch[80] Iter[210/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:55:33 transreid.train INFO: Epoch[80] Iter[220/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:55:36 transreid.train INFO: Epoch[80] Iter[230/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:55:39 transreid.train INFO: Epoch[80] Iter[240/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:55:42 transreid.train INFO: Epoch[80] Iter[250/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:55:46 transreid.train INFO: Epoch[80] Iter[260/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:55:49 transreid.train INFO: Epoch[80] Iter[270/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:55:52 transreid.train INFO: Epoch[80] Iter[280/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:55:55 transreid.train INFO: Epoch[80] Iter[290/486] Loss: 0.021, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:55:58 transreid.train INFO: Epoch[80] Iter[300/486] Loss: 0.021, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:56:00 transreid.train INFO: Epoch[80] Iter[310/486] Loss: 0.021, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:56:04 transreid.train INFO: Epoch[80] Iter[320/486] Loss: 0.021, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:56:07 transreid.train INFO: Epoch[80] Iter[330/486] Loss: 0.021, Acc: 0.998, Base Lr: 2.01e-03
2024-05-02 18:56:10 transreid.train INFO: Epoch[80] Iter[340/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:56:13 transreid.train INFO: Epoch[80] Iter[350/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:56:16 transreid.train INFO: Epoch[80] Iter[360/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:56:19 transreid.train INFO: Epoch[80] Iter[370/486] Loss: 0.021, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:56:22 transreid.train INFO: Epoch[80] Iter[380/486] Loss: 0.020, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:56:25 transreid.train INFO: Epoch[80] Iter[390/486] Loss: 0.020, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:56:28 transreid.train INFO: Epoch[80] Iter[400/486] Loss: 0.020, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:56:31 transreid.train INFO: Epoch[80] Iter[410/486] Loss: 0.020, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:56:34 transreid.train INFO: Epoch[80] Iter[420/486] Loss: 0.020, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:56:37 transreid.train INFO: Epoch[80] Iter[430/486] Loss: 0.020, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:56:40 transreid.train INFO: Epoch[80] Iter[440/486] Loss: 0.020, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:56:43 transreid.train INFO: Epoch[80] Iter[450/486] Loss: 0.019, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:56:46 transreid.train INFO: Epoch[80] Iter[460/486] Loss: 0.019, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:56:49 transreid.train INFO: Epoch[80] Iter[470/486] Loss: 0.019, Acc: 0.999, Base Lr: 2.01e-03
2024-05-02 18:56:50 transreid.train INFO: Epoch 80 done. Time per epoch: 145.388[s] Speed: 207.3[samples/s]
2024-05-02 19:01:29 transreid.train INFO: Validation Results - Epoch: 80
2024-05-02 19:01:29 transreid.train INFO: mAP: 53.2%
2024-05-02 19:01:29 transreid.train INFO: CMC curve, Rank-1  :77.5%
2024-05-02 19:01:29 transreid.train INFO: CMC curve, Rank-5  :88.1%
2024-05-02 19:01:29 transreid.train INFO: CMC curve, Rank-10 :91.3%
2024-05-02 19:01:35 transreid.train INFO: Epoch[81] Iter[10/486] Loss: 0.021, Acc: 1.000, Base Lr: 1.92e-03
2024-05-02 19:01:38 transreid.train INFO: Epoch[81] Iter[20/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:01:41 transreid.train INFO: Epoch[81] Iter[30/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:01:44 transreid.train INFO: Epoch[81] Iter[40/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:01:47 transreid.train INFO: Epoch[81] Iter[50/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:01:50 transreid.train INFO: Epoch[81] Iter[60/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:01:53 transreid.train INFO: Epoch[81] Iter[70/486] Loss: 0.023, Acc: 0.998, Base Lr: 1.92e-03
2024-05-02 19:01:56 transreid.train INFO: Epoch[81] Iter[80/486] Loss: 0.023, Acc: 0.998, Base Lr: 1.92e-03
2024-05-02 19:01:58 transreid.train INFO: Epoch[81] Iter[90/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:02:01 transreid.train INFO: Epoch[81] Iter[100/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:02:04 transreid.train INFO: Epoch[81] Iter[110/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:02:07 transreid.train INFO: Epoch[81] Iter[120/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:02:10 transreid.train INFO: Epoch[81] Iter[130/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:02:13 transreid.train INFO: Epoch[81] Iter[140/486] Loss: 0.022, Acc: 0.998, Base Lr: 1.92e-03
2024-05-02 19:02:16 transreid.train INFO: Epoch[81] Iter[150/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:02:19 transreid.train INFO: Epoch[81] Iter[160/486] Loss: 0.021, Acc: 0.998, Base Lr: 1.92e-03
2024-05-02 19:02:22 transreid.train INFO: Epoch[81] Iter[170/486] Loss: 0.021, Acc: 0.998, Base Lr: 1.92e-03
2024-05-02 19:02:25 transreid.train INFO: Epoch[81] Iter[180/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:02:28 transreid.train INFO: Epoch[81] Iter[190/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:02:32 transreid.train INFO: Epoch[81] Iter[200/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:02:34 transreid.train INFO: Epoch[81] Iter[210/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:02:37 transreid.train INFO: Epoch[81] Iter[220/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:02:40 transreid.train INFO: Epoch[81] Iter[230/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:02:43 transreid.train INFO: Epoch[81] Iter[240/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:02:46 transreid.train INFO: Epoch[81] Iter[250/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:02:49 transreid.train INFO: Epoch[81] Iter[260/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:02:52 transreid.train INFO: Epoch[81] Iter[270/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:02:55 transreid.train INFO: Epoch[81] Iter[280/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:02:58 transreid.train INFO: Epoch[81] Iter[290/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:01 transreid.train INFO: Epoch[81] Iter[300/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:04 transreid.train INFO: Epoch[81] Iter[310/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:07 transreid.train INFO: Epoch[81] Iter[320/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:10 transreid.train INFO: Epoch[81] Iter[330/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:13 transreid.train INFO: Epoch[81] Iter[340/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:16 transreid.train INFO: Epoch[81] Iter[350/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:19 transreid.train INFO: Epoch[81] Iter[360/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:22 transreid.train INFO: Epoch[81] Iter[370/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:25 transreid.train INFO: Epoch[81] Iter[380/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:28 transreid.train INFO: Epoch[81] Iter[390/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:31 transreid.train INFO: Epoch[81] Iter[400/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:34 transreid.train INFO: Epoch[81] Iter[410/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:37 transreid.train INFO: Epoch[81] Iter[420/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:40 transreid.train INFO: Epoch[81] Iter[430/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:43 transreid.train INFO: Epoch[81] Iter[440/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:46 transreid.train INFO: Epoch[81] Iter[450/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:49 transreid.train INFO: Epoch[81] Iter[460/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:52 transreid.train INFO: Epoch[81] Iter[470/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-02 19:03:54 transreid.train INFO: Epoch 81 done. Time per epoch: 145.290[s] Speed: 209.2[samples/s]
2024-05-02 19:04:00 transreid.train INFO: Epoch[82] Iter[10/486] Loss: 0.021, Acc: 1.000, Base Lr: 1.83e-03
2024-05-02 19:04:03 transreid.train INFO: Epoch[82] Iter[20/486] Loss: 0.023, Acc: 1.000, Base Lr: 1.83e-03
2024-05-02 19:04:06 transreid.train INFO: Epoch[82] Iter[30/486] Loss: 0.025, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:04:09 transreid.train INFO: Epoch[82] Iter[40/486] Loss: 0.025, Acc: 1.000, Base Lr: 1.83e-03
2024-05-02 19:04:12 transreid.train INFO: Epoch[82] Iter[50/486] Loss: 0.025, Acc: 1.000, Base Lr: 1.83e-03
2024-05-02 19:04:15 transreid.train INFO: Epoch[82] Iter[60/486] Loss: 0.025, Acc: 1.000, Base Lr: 1.83e-03
2024-05-02 19:04:18 transreid.train INFO: Epoch[82] Iter[70/486] Loss: 0.024, Acc: 1.000, Base Lr: 1.83e-03
2024-05-02 19:04:21 transreid.train INFO: Epoch[82] Iter[80/486] Loss: 0.024, Acc: 1.000, Base Lr: 1.83e-03
2024-05-02 19:04:24 transreid.train INFO: Epoch[82] Iter[90/486] Loss: 0.024, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:04:27 transreid.train INFO: Epoch[82] Iter[100/486] Loss: 0.024, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:04:30 transreid.train INFO: Epoch[82] Iter[110/486] Loss: 0.025, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:04:33 transreid.train INFO: Epoch[82] Iter[120/486] Loss: 0.025, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:04:36 transreid.train INFO: Epoch[82] Iter[130/486] Loss: 0.024, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:04:39 transreid.train INFO: Epoch[82] Iter[140/486] Loss: 0.024, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:04:42 transreid.train INFO: Epoch[82] Iter[150/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:04:45 transreid.train INFO: Epoch[82] Iter[160/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:04:48 transreid.train INFO: Epoch[82] Iter[170/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:04:51 transreid.train INFO: Epoch[82] Iter[180/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:04:54 transreid.train INFO: Epoch[82] Iter[190/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:04:57 transreid.train INFO: Epoch[82] Iter[200/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:00 transreid.train INFO: Epoch[82] Iter[210/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:03 transreid.train INFO: Epoch[82] Iter[220/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:06 transreid.train INFO: Epoch[82] Iter[230/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:09 transreid.train INFO: Epoch[82] Iter[240/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:12 transreid.train INFO: Epoch[82] Iter[250/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:15 transreid.train INFO: Epoch[82] Iter[260/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:18 transreid.train INFO: Epoch[82] Iter[270/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:21 transreid.train INFO: Epoch[82] Iter[280/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:24 transreid.train INFO: Epoch[82] Iter[290/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:28 transreid.train INFO: Epoch[82] Iter[300/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:31 transreid.train INFO: Epoch[82] Iter[310/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:34 transreid.train INFO: Epoch[82] Iter[320/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:37 transreid.train INFO: Epoch[82] Iter[330/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:40 transreid.train INFO: Epoch[82] Iter[340/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:43 transreid.train INFO: Epoch[82] Iter[350/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:46 transreid.train INFO: Epoch[82] Iter[360/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:49 transreid.train INFO: Epoch[82] Iter[370/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:52 transreid.train INFO: Epoch[82] Iter[380/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:55 transreid.train INFO: Epoch[82] Iter[390/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:05:58 transreid.train INFO: Epoch[82] Iter[400/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:06:01 transreid.train INFO: Epoch[82] Iter[410/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:06:04 transreid.train INFO: Epoch[82] Iter[420/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:06:07 transreid.train INFO: Epoch[82] Iter[430/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:06:10 transreid.train INFO: Epoch[82] Iter[440/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:06:13 transreid.train INFO: Epoch[82] Iter[450/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:06:16 transreid.train INFO: Epoch[82] Iter[460/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:06:19 transreid.train INFO: Epoch[82] Iter[470/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.83e-03
2024-05-02 19:06:21 transreid.train INFO: Epoch 82 done. Time per epoch: 147.138[s] Speed: 206.2[samples/s]
2024-05-02 19:06:28 transreid.train INFO: Epoch[83] Iter[10/486] Loss: 0.017, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 19:06:31 transreid.train INFO: Epoch[83] Iter[20/486] Loss: 0.017, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 19:06:34 transreid.train INFO: Epoch[83] Iter[30/486] Loss: 0.021, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 19:06:37 transreid.train INFO: Epoch[83] Iter[40/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:06:40 transreid.train INFO: Epoch[83] Iter[50/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:06:43 transreid.train INFO: Epoch[83] Iter[60/486] Loss: 0.021, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 19:06:46 transreid.train INFO: Epoch[83] Iter[70/486] Loss: 0.020, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 19:06:49 transreid.train INFO: Epoch[83] Iter[80/486] Loss: 0.021, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 19:06:52 transreid.train INFO: Epoch[83] Iter[90/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:06:55 transreid.train INFO: Epoch[83] Iter[100/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:06:58 transreid.train INFO: Epoch[83] Iter[110/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:01 transreid.train INFO: Epoch[83] Iter[120/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:04 transreid.train INFO: Epoch[83] Iter[130/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:07 transreid.train INFO: Epoch[83] Iter[140/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:10 transreid.train INFO: Epoch[83] Iter[150/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:13 transreid.train INFO: Epoch[83] Iter[160/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:16 transreid.train INFO: Epoch[83] Iter[170/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:19 transreid.train INFO: Epoch[83] Iter[180/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:22 transreid.train INFO: Epoch[83] Iter[190/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:25 transreid.train INFO: Epoch[83] Iter[200/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:28 transreid.train INFO: Epoch[83] Iter[210/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:31 transreid.train INFO: Epoch[83] Iter[220/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:34 transreid.train INFO: Epoch[83] Iter[230/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:37 transreid.train INFO: Epoch[83] Iter[240/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:40 transreid.train INFO: Epoch[83] Iter[250/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:43 transreid.train INFO: Epoch[83] Iter[260/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:46 transreid.train INFO: Epoch[83] Iter[270/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:49 transreid.train INFO: Epoch[83] Iter[280/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:52 transreid.train INFO: Epoch[83] Iter[290/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:55 transreid.train INFO: Epoch[83] Iter[300/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:07:58 transreid.train INFO: Epoch[83] Iter[310/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:08:01 transreid.train INFO: Epoch[83] Iter[320/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:08:04 transreid.train INFO: Epoch[83] Iter[330/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:08:07 transreid.train INFO: Epoch[83] Iter[340/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:08:10 transreid.train INFO: Epoch[83] Iter[350/486] Loss: 0.021, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 19:08:13 transreid.train INFO: Epoch[83] Iter[360/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:08:16 transreid.train INFO: Epoch[83] Iter[370/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:08:19 transreid.train INFO: Epoch[83] Iter[380/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:08:22 transreid.train INFO: Epoch[83] Iter[390/486] Loss: 0.021, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 19:08:25 transreid.train INFO: Epoch[83] Iter[400/486] Loss: 0.020, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 19:08:28 transreid.train INFO: Epoch[83] Iter[410/486] Loss: 0.020, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 19:08:31 transreid.train INFO: Epoch[83] Iter[420/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:08:34 transreid.train INFO: Epoch[83] Iter[430/486] Loss: 0.020, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 19:08:37 transreid.train INFO: Epoch[83] Iter[440/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:08:40 transreid.train INFO: Epoch[83] Iter[450/486] Loss: 0.020, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 19:08:44 transreid.train INFO: Epoch[83] Iter[460/486] Loss: 0.020, Acc: 0.998, Base Lr: 1.75e-03
2024-05-02 19:08:47 transreid.train INFO: Epoch[83] Iter[470/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.75e-03
2024-05-02 19:08:48 transreid.train INFO: Epoch 83 done. Time per epoch: 146.956[s] Speed: 206.0[samples/s]
2024-05-02 19:08:54 transreid.train INFO: Epoch[84] Iter[10/486] Loss: 0.019, Acc: 0.998, Base Lr: 1.66e-03
2024-05-02 19:08:57 transreid.train INFO: Epoch[84] Iter[20/486] Loss: 0.036, Acc: 0.998, Base Lr: 1.66e-03
2024-05-02 19:09:00 transreid.train INFO: Epoch[84] Iter[30/486] Loss: 0.033, Acc: 0.998, Base Lr: 1.66e-03
2024-05-02 19:09:03 transreid.train INFO: Epoch[84] Iter[40/486] Loss: 0.030, Acc: 0.998, Base Lr: 1.66e-03
2024-05-02 19:09:06 transreid.train INFO: Epoch[84] Iter[50/486] Loss: 0.030, Acc: 0.998, Base Lr: 1.66e-03
2024-05-02 19:09:09 transreid.train INFO: Epoch[84] Iter[60/486] Loss: 0.030, Acc: 0.998, Base Lr: 1.66e-03
2024-05-02 19:09:12 transreid.train INFO: Epoch[84] Iter[70/486] Loss: 0.028, Acc: 0.998, Base Lr: 1.66e-03
2024-05-02 19:09:15 transreid.train INFO: Epoch[84] Iter[80/486] Loss: 0.027, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:09:18 transreid.train INFO: Epoch[84] Iter[90/486] Loss: 0.026, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:09:21 transreid.train INFO: Epoch[84] Iter[100/486] Loss: 0.025, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:09:24 transreid.train INFO: Epoch[84] Iter[110/486] Loss: 0.024, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:09:27 transreid.train INFO: Epoch[84] Iter[120/486] Loss: 0.025, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:09:31 transreid.train INFO: Epoch[84] Iter[130/486] Loss: 0.024, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:09:34 transreid.train INFO: Epoch[84] Iter[140/486] Loss: 0.024, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:09:37 transreid.train INFO: Epoch[84] Iter[150/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:09:40 transreid.train INFO: Epoch[84] Iter[160/486] Loss: 0.024, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:09:42 transreid.train INFO: Epoch[84] Iter[170/486] Loss: 0.024, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:09:45 transreid.train INFO: Epoch[84] Iter[180/486] Loss: 0.024, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:09:48 transreid.train INFO: Epoch[84] Iter[190/486] Loss: 0.024, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:09:51 transreid.train INFO: Epoch[84] Iter[200/486] Loss: 0.024, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:09:55 transreid.train INFO: Epoch[84] Iter[210/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:09:58 transreid.train INFO: Epoch[84] Iter[220/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:01 transreid.train INFO: Epoch[84] Iter[230/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:04 transreid.train INFO: Epoch[84] Iter[240/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:07 transreid.train INFO: Epoch[84] Iter[250/486] Loss: 0.024, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:10 transreid.train INFO: Epoch[84] Iter[260/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:13 transreid.train INFO: Epoch[84] Iter[270/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:16 transreid.train INFO: Epoch[84] Iter[280/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:19 transreid.train INFO: Epoch[84] Iter[290/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:22 transreid.train INFO: Epoch[84] Iter[300/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:25 transreid.train INFO: Epoch[84] Iter[310/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:28 transreid.train INFO: Epoch[84] Iter[320/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:31 transreid.train INFO: Epoch[84] Iter[330/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:34 transreid.train INFO: Epoch[84] Iter[340/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:37 transreid.train INFO: Epoch[84] Iter[350/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:40 transreid.train INFO: Epoch[84] Iter[360/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:43 transreid.train INFO: Epoch[84] Iter[370/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:46 transreid.train INFO: Epoch[84] Iter[380/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:49 transreid.train INFO: Epoch[84] Iter[390/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:52 transreid.train INFO: Epoch[84] Iter[400/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:55 transreid.train INFO: Epoch[84] Iter[410/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:10:58 transreid.train INFO: Epoch[84] Iter[420/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:11:01 transreid.train INFO: Epoch[84] Iter[430/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:11:04 transreid.train INFO: Epoch[84] Iter[440/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:11:08 transreid.train INFO: Epoch[84] Iter[450/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:11:11 transreid.train INFO: Epoch[84] Iter[460/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:11:14 transreid.train INFO: Epoch[84] Iter[470/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.66e-03
2024-05-02 19:11:16 transreid.train INFO: Epoch 84 done. Time per epoch: 147.506[s] Speed: 206.1[samples/s]
2024-05-02 19:11:22 transreid.train INFO: Epoch[85] Iter[10/486] Loss: 0.021, Acc: 1.000, Base Lr: 1.58e-03
2024-05-02 19:11:25 transreid.train INFO: Epoch[85] Iter[20/486] Loss: 0.018, Acc: 1.000, Base Lr: 1.58e-03
2024-05-02 19:11:28 transreid.train INFO: Epoch[85] Iter[30/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:11:31 transreid.train INFO: Epoch[85] Iter[40/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:11:34 transreid.train INFO: Epoch[85] Iter[50/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:11:37 transreid.train INFO: Epoch[85] Iter[60/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:11:40 transreid.train INFO: Epoch[85] Iter[70/486] Loss: 0.019, Acc: 1.000, Base Lr: 1.58e-03
2024-05-02 19:11:43 transreid.train INFO: Epoch[85] Iter[80/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:11:46 transreid.train INFO: Epoch[85] Iter[90/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:11:49 transreid.train INFO: Epoch[85] Iter[100/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:11:52 transreid.train INFO: Epoch[85] Iter[110/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:11:55 transreid.train INFO: Epoch[85] Iter[120/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:11:58 transreid.train INFO: Epoch[85] Iter[130/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:01 transreid.train INFO: Epoch[85] Iter[140/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:04 transreid.train INFO: Epoch[85] Iter[150/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:07 transreid.train INFO: Epoch[85] Iter[160/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:10 transreid.train INFO: Epoch[85] Iter[170/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:13 transreid.train INFO: Epoch[85] Iter[180/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:16 transreid.train INFO: Epoch[85] Iter[190/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:19 transreid.train INFO: Epoch[85] Iter[200/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:22 transreid.train INFO: Epoch[85] Iter[210/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:25 transreid.train INFO: Epoch[85] Iter[220/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:28 transreid.train INFO: Epoch[85] Iter[230/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:31 transreid.train INFO: Epoch[85] Iter[240/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:35 transreid.train INFO: Epoch[85] Iter[250/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:38 transreid.train INFO: Epoch[85] Iter[260/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:41 transreid.train INFO: Epoch[85] Iter[270/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:44 transreid.train INFO: Epoch[85] Iter[280/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:47 transreid.train INFO: Epoch[85] Iter[290/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:50 transreid.train INFO: Epoch[85] Iter[300/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:53 transreid.train INFO: Epoch[85] Iter[310/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:56 transreid.train INFO: Epoch[85] Iter[320/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:12:59 transreid.train INFO: Epoch[85] Iter[330/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:13:02 transreid.train INFO: Epoch[85] Iter[340/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:13:05 transreid.train INFO: Epoch[85] Iter[350/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:13:08 transreid.train INFO: Epoch[85] Iter[360/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:13:11 transreid.train INFO: Epoch[85] Iter[370/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:13:14 transreid.train INFO: Epoch[85] Iter[380/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:13:17 transreid.train INFO: Epoch[85] Iter[390/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:13:20 transreid.train INFO: Epoch[85] Iter[400/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:13:23 transreid.train INFO: Epoch[85] Iter[410/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:13:27 transreid.train INFO: Epoch[85] Iter[420/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:13:30 transreid.train INFO: Epoch[85] Iter[430/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:13:33 transreid.train INFO: Epoch[85] Iter[440/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:13:36 transreid.train INFO: Epoch[85] Iter[450/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:13:39 transreid.train INFO: Epoch[85] Iter[460/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:13:42 transreid.train INFO: Epoch[85] Iter[470/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.58e-03
2024-05-02 19:13:43 transreid.train INFO: Epoch 85 done. Time per epoch: 147.323[s] Speed: 205.0[samples/s]
2024-05-02 19:13:49 transreid.train INFO: Epoch[86] Iter[10/486] Loss: 0.015, Acc: 1.000, Base Lr: 1.50e-03
2024-05-02 19:13:52 transreid.train INFO: Epoch[86] Iter[20/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:13:55 transreid.train INFO: Epoch[86] Iter[30/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:13:58 transreid.train INFO: Epoch[86] Iter[40/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:01 transreid.train INFO: Epoch[86] Iter[50/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:04 transreid.train INFO: Epoch[86] Iter[60/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:07 transreid.train INFO: Epoch[86] Iter[70/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:10 transreid.train INFO: Epoch[86] Iter[80/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:13 transreid.train INFO: Epoch[86] Iter[90/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:16 transreid.train INFO: Epoch[86] Iter[100/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:19 transreid.train INFO: Epoch[86] Iter[110/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:22 transreid.train INFO: Epoch[86] Iter[120/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:25 transreid.train INFO: Epoch[86] Iter[130/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:28 transreid.train INFO: Epoch[86] Iter[140/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:31 transreid.train INFO: Epoch[86] Iter[150/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:34 transreid.train INFO: Epoch[86] Iter[160/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:37 transreid.train INFO: Epoch[86] Iter[170/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:40 transreid.train INFO: Epoch[86] Iter[180/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:43 transreid.train INFO: Epoch[86] Iter[190/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:46 transreid.train INFO: Epoch[86] Iter[200/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:49 transreid.train INFO: Epoch[86] Iter[210/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:52 transreid.train INFO: Epoch[86] Iter[220/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:55 transreid.train INFO: Epoch[86] Iter[230/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:14:58 transreid.train INFO: Epoch[86] Iter[240/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:01 transreid.train INFO: Epoch[86] Iter[250/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:04 transreid.train INFO: Epoch[86] Iter[260/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:07 transreid.train INFO: Epoch[86] Iter[270/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:10 transreid.train INFO: Epoch[86] Iter[280/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:14 transreid.train INFO: Epoch[86] Iter[290/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:17 transreid.train INFO: Epoch[86] Iter[300/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:20 transreid.train INFO: Epoch[86] Iter[310/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:23 transreid.train INFO: Epoch[86] Iter[320/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:26 transreid.train INFO: Epoch[86] Iter[330/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:29 transreid.train INFO: Epoch[86] Iter[340/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:32 transreid.train INFO: Epoch[86] Iter[350/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:35 transreid.train INFO: Epoch[86] Iter[360/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:38 transreid.train INFO: Epoch[86] Iter[370/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:41 transreid.train INFO: Epoch[86] Iter[380/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:44 transreid.train INFO: Epoch[86] Iter[390/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:47 transreid.train INFO: Epoch[86] Iter[400/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:50 transreid.train INFO: Epoch[86] Iter[410/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:53 transreid.train INFO: Epoch[86] Iter[420/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:56 transreid.train INFO: Epoch[86] Iter[430/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:15:59 transreid.train INFO: Epoch[86] Iter[440/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:16:02 transreid.train INFO: Epoch[86] Iter[450/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:16:05 transreid.train INFO: Epoch[86] Iter[460/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:16:08 transreid.train INFO: Epoch[86] Iter[470/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.50e-03
2024-05-02 19:16:09 transreid.train INFO: Epoch 86 done. Time per epoch: 146.362[s] Speed: 206.8[samples/s]
2024-05-02 19:16:15 transreid.train INFO: Epoch[87] Iter[10/486] Loss: 0.020, Acc: 0.998, Base Lr: 1.42e-03
2024-05-02 19:16:18 transreid.train INFO: Epoch[87] Iter[20/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:16:21 transreid.train INFO: Epoch[87] Iter[30/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:16:24 transreid.train INFO: Epoch[87] Iter[40/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:16:27 transreid.train INFO: Epoch[87] Iter[50/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:16:30 transreid.train INFO: Epoch[87] Iter[60/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:16:33 transreid.train INFO: Epoch[87] Iter[70/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:16:36 transreid.train INFO: Epoch[87] Iter[80/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:16:39 transreid.train INFO: Epoch[87] Iter[90/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:16:42 transreid.train INFO: Epoch[87] Iter[100/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:16:45 transreid.train INFO: Epoch[87] Iter[110/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:16:48 transreid.train INFO: Epoch[87] Iter[120/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:16:51 transreid.train INFO: Epoch[87] Iter[130/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:16:54 transreid.train INFO: Epoch[87] Iter[140/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:16:57 transreid.train INFO: Epoch[87] Iter[150/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:00 transreid.train INFO: Epoch[87] Iter[160/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:03 transreid.train INFO: Epoch[87] Iter[170/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:06 transreid.train INFO: Epoch[87] Iter[180/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:09 transreid.train INFO: Epoch[87] Iter[190/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:12 transreid.train INFO: Epoch[87] Iter[200/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:15 transreid.train INFO: Epoch[87] Iter[210/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:18 transreid.train INFO: Epoch[87] Iter[220/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:21 transreid.train INFO: Epoch[87] Iter[230/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:25 transreid.train INFO: Epoch[87] Iter[240/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:28 transreid.train INFO: Epoch[87] Iter[250/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:31 transreid.train INFO: Epoch[87] Iter[260/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:34 transreid.train INFO: Epoch[87] Iter[270/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:37 transreid.train INFO: Epoch[87] Iter[280/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:40 transreid.train INFO: Epoch[87] Iter[290/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:43 transreid.train INFO: Epoch[87] Iter[300/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:46 transreid.train INFO: Epoch[87] Iter[310/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:49 transreid.train INFO: Epoch[87] Iter[320/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:52 transreid.train INFO: Epoch[87] Iter[330/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:55 transreid.train INFO: Epoch[87] Iter[340/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:17:58 transreid.train INFO: Epoch[87] Iter[350/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:18:01 transreid.train INFO: Epoch[87] Iter[360/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:18:04 transreid.train INFO: Epoch[87] Iter[370/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:18:07 transreid.train INFO: Epoch[87] Iter[380/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:18:10 transreid.train INFO: Epoch[87] Iter[390/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:18:13 transreid.train INFO: Epoch[87] Iter[400/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:18:16 transreid.train INFO: Epoch[87] Iter[410/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:18:19 transreid.train INFO: Epoch[87] Iter[420/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:18:22 transreid.train INFO: Epoch[87] Iter[430/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:18:25 transreid.train INFO: Epoch[87] Iter[440/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:18:28 transreid.train INFO: Epoch[87] Iter[450/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:18:31 transreid.train INFO: Epoch[87] Iter[460/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:18:34 transreid.train INFO: Epoch[87] Iter[470/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.42e-03
2024-05-02 19:18:36 transreid.train INFO: Epoch 87 done. Time per epoch: 146.126[s] Speed: 207.2[samples/s]
2024-05-02 19:18:41 transreid.train INFO: Epoch[88] Iter[10/486] Loss: 0.029, Acc: 0.997, Base Lr: 1.34e-03
2024-05-02 19:18:44 transreid.train INFO: Epoch[88] Iter[20/486] Loss: 0.023, Acc: 0.998, Base Lr: 1.34e-03
2024-05-02 19:18:47 transreid.train INFO: Epoch[88] Iter[30/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:18:50 transreid.train INFO: Epoch[88] Iter[40/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:18:53 transreid.train INFO: Epoch[88] Iter[50/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:18:56 transreid.train INFO: Epoch[88] Iter[60/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:18:59 transreid.train INFO: Epoch[88] Iter[70/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:02 transreid.train INFO: Epoch[88] Iter[80/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:05 transreid.train INFO: Epoch[88] Iter[90/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:08 transreid.train INFO: Epoch[88] Iter[100/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:11 transreid.train INFO: Epoch[88] Iter[110/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:14 transreid.train INFO: Epoch[88] Iter[120/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:17 transreid.train INFO: Epoch[88] Iter[130/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:20 transreid.train INFO: Epoch[88] Iter[140/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:23 transreid.train INFO: Epoch[88] Iter[150/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:26 transreid.train INFO: Epoch[88] Iter[160/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:29 transreid.train INFO: Epoch[88] Iter[170/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:32 transreid.train INFO: Epoch[88] Iter[180/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:35 transreid.train INFO: Epoch[88] Iter[190/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:38 transreid.train INFO: Epoch[88] Iter[200/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:41 transreid.train INFO: Epoch[88] Iter[210/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:44 transreid.train INFO: Epoch[88] Iter[220/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:47 transreid.train INFO: Epoch[88] Iter[230/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:50 transreid.train INFO: Epoch[88] Iter[240/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:53 transreid.train INFO: Epoch[88] Iter[250/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:56 transreid.train INFO: Epoch[88] Iter[260/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:19:59 transreid.train INFO: Epoch[88] Iter[270/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:03 transreid.train INFO: Epoch[88] Iter[280/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:06 transreid.train INFO: Epoch[88] Iter[290/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:09 transreid.train INFO: Epoch[88] Iter[300/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:12 transreid.train INFO: Epoch[88] Iter[310/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:15 transreid.train INFO: Epoch[88] Iter[320/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:18 transreid.train INFO: Epoch[88] Iter[330/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:21 transreid.train INFO: Epoch[88] Iter[340/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:24 transreid.train INFO: Epoch[88] Iter[350/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:27 transreid.train INFO: Epoch[88] Iter[360/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:30 transreid.train INFO: Epoch[88] Iter[370/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:33 transreid.train INFO: Epoch[88] Iter[380/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:36 transreid.train INFO: Epoch[88] Iter[390/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:39 transreid.train INFO: Epoch[88] Iter[400/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:42 transreid.train INFO: Epoch[88] Iter[410/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:45 transreid.train INFO: Epoch[88] Iter[420/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:48 transreid.train INFO: Epoch[88] Iter[430/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:51 transreid.train INFO: Epoch[88] Iter[440/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:54 transreid.train INFO: Epoch[88] Iter[450/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:20:57 transreid.train INFO: Epoch[88] Iter[460/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:21:00 transreid.train INFO: Epoch[88] Iter[470/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.34e-03
2024-05-02 19:21:02 transreid.train INFO: Epoch 88 done. Time per epoch: 146.318[s] Speed: 207.3[samples/s]
2024-05-02 19:21:08 transreid.train INFO: Epoch[89] Iter[10/486] Loss: 0.016, Acc: 1.000, Base Lr: 1.26e-03
2024-05-02 19:21:11 transreid.train INFO: Epoch[89] Iter[20/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:21:13 transreid.train INFO: Epoch[89] Iter[30/486] Loss: 0.022, Acc: 0.998, Base Lr: 1.26e-03
2024-05-02 19:21:16 transreid.train INFO: Epoch[89] Iter[40/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:21:19 transreid.train INFO: Epoch[89] Iter[50/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:21:22 transreid.train INFO: Epoch[89] Iter[60/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:21:25 transreid.train INFO: Epoch[89] Iter[70/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:21:28 transreid.train INFO: Epoch[89] Iter[80/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:21:31 transreid.train INFO: Epoch[89] Iter[90/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:21:34 transreid.train INFO: Epoch[89] Iter[100/486] Loss: 0.019, Acc: 1.000, Base Lr: 1.26e-03
2024-05-02 19:21:37 transreid.train INFO: Epoch[89] Iter[110/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:21:40 transreid.train INFO: Epoch[89] Iter[120/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:21:43 transreid.train INFO: Epoch[89] Iter[130/486] Loss: 0.018, Acc: 1.000, Base Lr: 1.26e-03
2024-05-02 19:21:46 transreid.train INFO: Epoch[89] Iter[140/486] Loss: 0.018, Acc: 1.000, Base Lr: 1.26e-03
2024-05-02 19:21:49 transreid.train INFO: Epoch[89] Iter[150/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:21:52 transreid.train INFO: Epoch[89] Iter[160/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:21:55 transreid.train INFO: Epoch[89] Iter[170/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:21:58 transreid.train INFO: Epoch[89] Iter[180/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:01 transreid.train INFO: Epoch[89] Iter[190/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:05 transreid.train INFO: Epoch[89] Iter[200/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:08 transreid.train INFO: Epoch[89] Iter[210/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:11 transreid.train INFO: Epoch[89] Iter[220/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:14 transreid.train INFO: Epoch[89] Iter[230/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:17 transreid.train INFO: Epoch[89] Iter[240/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:20 transreid.train INFO: Epoch[89] Iter[250/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:23 transreid.train INFO: Epoch[89] Iter[260/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:26 transreid.train INFO: Epoch[89] Iter[270/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:29 transreid.train INFO: Epoch[89] Iter[280/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:32 transreid.train INFO: Epoch[89] Iter[290/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:35 transreid.train INFO: Epoch[89] Iter[300/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:38 transreid.train INFO: Epoch[89] Iter[310/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:41 transreid.train INFO: Epoch[89] Iter[320/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:44 transreid.train INFO: Epoch[89] Iter[330/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:47 transreid.train INFO: Epoch[89] Iter[340/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:50 transreid.train INFO: Epoch[89] Iter[350/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:53 transreid.train INFO: Epoch[89] Iter[360/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:56 transreid.train INFO: Epoch[89] Iter[370/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:22:59 transreid.train INFO: Epoch[89] Iter[380/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:23:02 transreid.train INFO: Epoch[89] Iter[390/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:23:05 transreid.train INFO: Epoch[89] Iter[400/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:23:08 transreid.train INFO: Epoch[89] Iter[410/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:23:11 transreid.train INFO: Epoch[89] Iter[420/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:23:14 transreid.train INFO: Epoch[89] Iter[430/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:23:17 transreid.train INFO: Epoch[89] Iter[440/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:23:20 transreid.train INFO: Epoch[89] Iter[450/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:23:23 transreid.train INFO: Epoch[89] Iter[460/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:23:26 transreid.train INFO: Epoch[89] Iter[470/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.26e-03
2024-05-02 19:23:28 transreid.train INFO: Epoch 89 done. Time per epoch: 145.833[s] Speed: 208.0[samples/s]
2024-05-02 19:23:33 transreid.train INFO: Epoch[90] Iter[10/486] Loss: 0.025, Acc: 1.000, Base Lr: 1.19e-03
2024-05-02 19:23:36 transreid.train INFO: Epoch[90] Iter[20/486] Loss: 0.021, Acc: 1.000, Base Lr: 1.19e-03
2024-05-02 19:23:39 transreid.train INFO: Epoch[90] Iter[30/486] Loss: 0.027, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:23:42 transreid.train INFO: Epoch[90] Iter[40/486] Loss: 0.025, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:23:45 transreid.train INFO: Epoch[90] Iter[50/486] Loss: 0.023, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:23:48 transreid.train INFO: Epoch[90] Iter[60/486] Loss: 0.024, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:23:51 transreid.train INFO: Epoch[90] Iter[70/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:23:54 transreid.train INFO: Epoch[90] Iter[80/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:23:57 transreid.train INFO: Epoch[90] Iter[90/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:00 transreid.train INFO: Epoch[90] Iter[100/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:03 transreid.train INFO: Epoch[90] Iter[110/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:06 transreid.train INFO: Epoch[90] Iter[120/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:09 transreid.train INFO: Epoch[90] Iter[130/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:12 transreid.train INFO: Epoch[90] Iter[140/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:15 transreid.train INFO: Epoch[90] Iter[150/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:18 transreid.train INFO: Epoch[90] Iter[160/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:21 transreid.train INFO: Epoch[90] Iter[170/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:24 transreid.train INFO: Epoch[90] Iter[180/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:27 transreid.train INFO: Epoch[90] Iter[190/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:30 transreid.train INFO: Epoch[90] Iter[200/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:33 transreid.train INFO: Epoch[90] Iter[210/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:36 transreid.train INFO: Epoch[90] Iter[220/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:39 transreid.train INFO: Epoch[90] Iter[230/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:42 transreid.train INFO: Epoch[90] Iter[240/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:45 transreid.train INFO: Epoch[90] Iter[250/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:48 transreid.train INFO: Epoch[90] Iter[260/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:51 transreid.train INFO: Epoch[90] Iter[270/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:54 transreid.train INFO: Epoch[90] Iter[280/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:24:57 transreid.train INFO: Epoch[90] Iter[290/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:00 transreid.train INFO: Epoch[90] Iter[300/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:03 transreid.train INFO: Epoch[90] Iter[310/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:06 transreid.train INFO: Epoch[90] Iter[320/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:09 transreid.train INFO: Epoch[90] Iter[330/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:12 transreid.train INFO: Epoch[90] Iter[340/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:16 transreid.train INFO: Epoch[90] Iter[350/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:19 transreid.train INFO: Epoch[90] Iter[360/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:22 transreid.train INFO: Epoch[90] Iter[370/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:25 transreid.train INFO: Epoch[90] Iter[380/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:28 transreid.train INFO: Epoch[90] Iter[390/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:31 transreid.train INFO: Epoch[90] Iter[400/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:34 transreid.train INFO: Epoch[90] Iter[410/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:37 transreid.train INFO: Epoch[90] Iter[420/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:40 transreid.train INFO: Epoch[90] Iter[430/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:43 transreid.train INFO: Epoch[90] Iter[440/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:46 transreid.train INFO: Epoch[90] Iter[450/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:49 transreid.train INFO: Epoch[90] Iter[460/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:52 transreid.train INFO: Epoch[90] Iter[470/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.19e-03
2024-05-02 19:25:54 transreid.train INFO: Epoch 90 done. Time per epoch: 146.124[s] Speed: 207.6[samples/s]
2024-05-02 19:25:59 transreid.train INFO: Epoch[91] Iter[10/486] Loss: 0.019, Acc: 1.000, Base Lr: 1.11e-03
2024-05-02 19:26:02 transreid.train INFO: Epoch[91] Iter[20/486] Loss: 0.019, Acc: 1.000, Base Lr: 1.11e-03
2024-05-02 19:26:05 transreid.train INFO: Epoch[91] Iter[30/486] Loss: 0.017, Acc: 1.000, Base Lr: 1.11e-03
2024-05-02 19:26:08 transreid.train INFO: Epoch[91] Iter[40/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:26:11 transreid.train INFO: Epoch[91] Iter[50/486] Loss: 0.021, Acc: 0.998, Base Lr: 1.11e-03
2024-05-02 19:26:14 transreid.train INFO: Epoch[91] Iter[60/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:26:17 transreid.train INFO: Epoch[91] Iter[70/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:26:20 transreid.train INFO: Epoch[91] Iter[80/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:26:23 transreid.train INFO: Epoch[91] Iter[90/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:26:26 transreid.train INFO: Epoch[91] Iter[100/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:26:30 transreid.train INFO: Epoch[91] Iter[110/486] Loss: 0.021, Acc: 0.998, Base Lr: 1.11e-03
2024-05-02 19:26:33 transreid.train INFO: Epoch[91] Iter[120/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:26:36 transreid.train INFO: Epoch[91] Iter[130/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:26:39 transreid.train INFO: Epoch[91] Iter[140/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:26:41 transreid.train INFO: Epoch[91] Iter[150/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:26:45 transreid.train INFO: Epoch[91] Iter[160/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:26:48 transreid.train INFO: Epoch[91] Iter[170/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:26:51 transreid.train INFO: Epoch[91] Iter[180/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:26:54 transreid.train INFO: Epoch[91] Iter[190/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:26:57 transreid.train INFO: Epoch[91] Iter[200/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:00 transreid.train INFO: Epoch[91] Iter[210/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:03 transreid.train INFO: Epoch[91] Iter[220/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:06 transreid.train INFO: Epoch[91] Iter[230/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:09 transreid.train INFO: Epoch[91] Iter[240/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:12 transreid.train INFO: Epoch[91] Iter[250/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:15 transreid.train INFO: Epoch[91] Iter[260/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:18 transreid.train INFO: Epoch[91] Iter[270/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:21 transreid.train INFO: Epoch[91] Iter[280/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:24 transreid.train INFO: Epoch[91] Iter[290/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:27 transreid.train INFO: Epoch[91] Iter[300/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:30 transreid.train INFO: Epoch[91] Iter[310/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:33 transreid.train INFO: Epoch[91] Iter[320/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:36 transreid.train INFO: Epoch[91] Iter[330/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:39 transreid.train INFO: Epoch[91] Iter[340/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:42 transreid.train INFO: Epoch[91] Iter[350/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:45 transreid.train INFO: Epoch[91] Iter[360/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:48 transreid.train INFO: Epoch[91] Iter[370/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:51 transreid.train INFO: Epoch[91] Iter[380/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:54 transreid.train INFO: Epoch[91] Iter[390/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:27:57 transreid.train INFO: Epoch[91] Iter[400/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:28:00 transreid.train INFO: Epoch[91] Iter[410/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:28:03 transreid.train INFO: Epoch[91] Iter[420/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:28:06 transreid.train INFO: Epoch[91] Iter[430/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:28:09 transreid.train INFO: Epoch[91] Iter[440/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:28:12 transreid.train INFO: Epoch[91] Iter[450/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:28:15 transreid.train INFO: Epoch[91] Iter[460/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:28:18 transreid.train INFO: Epoch[91] Iter[470/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.11e-03
2024-05-02 19:28:20 transreid.train INFO: Epoch 91 done. Time per epoch: 145.984[s] Speed: 207.4[samples/s]
2024-05-02 19:28:26 transreid.train INFO: Epoch[92] Iter[10/486] Loss: 0.029, Acc: 0.997, Base Lr: 1.04e-03
2024-05-02 19:28:29 transreid.train INFO: Epoch[92] Iter[20/486] Loss: 0.023, Acc: 0.998, Base Lr: 1.04e-03
2024-05-02 19:28:32 transreid.train INFO: Epoch[92] Iter[30/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:28:35 transreid.train INFO: Epoch[92] Iter[40/486] Loss: 0.022, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:28:38 transreid.train INFO: Epoch[92] Iter[50/486] Loss: 0.022, Acc: 0.998, Base Lr: 1.04e-03
2024-05-02 19:28:41 transreid.train INFO: Epoch[92] Iter[60/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:28:44 transreid.train INFO: Epoch[92] Iter[70/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:28:47 transreid.train INFO: Epoch[92] Iter[80/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:28:50 transreid.train INFO: Epoch[92] Iter[90/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:28:53 transreid.train INFO: Epoch[92] Iter[100/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:28:56 transreid.train INFO: Epoch[92] Iter[110/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:28:59 transreid.train INFO: Epoch[92] Iter[120/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:02 transreid.train INFO: Epoch[92] Iter[130/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:05 transreid.train INFO: Epoch[92] Iter[140/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:08 transreid.train INFO: Epoch[92] Iter[150/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:11 transreid.train INFO: Epoch[92] Iter[160/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:14 transreid.train INFO: Epoch[92] Iter[170/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:17 transreid.train INFO: Epoch[92] Iter[180/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:20 transreid.train INFO: Epoch[92] Iter[190/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:23 transreid.train INFO: Epoch[92] Iter[200/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:26 transreid.train INFO: Epoch[92] Iter[210/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:29 transreid.train INFO: Epoch[92] Iter[220/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:32 transreid.train INFO: Epoch[92] Iter[230/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:35 transreid.train INFO: Epoch[92] Iter[240/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:38 transreid.train INFO: Epoch[92] Iter[250/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:41 transreid.train INFO: Epoch[92] Iter[260/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:44 transreid.train INFO: Epoch[92] Iter[270/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:47 transreid.train INFO: Epoch[92] Iter[280/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:50 transreid.train INFO: Epoch[92] Iter[290/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:53 transreid.train INFO: Epoch[92] Iter[300/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:56 transreid.train INFO: Epoch[92] Iter[310/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:29:59 transreid.train INFO: Epoch[92] Iter[320/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:30:02 transreid.train INFO: Epoch[92] Iter[330/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:30:05 transreid.train INFO: Epoch[92] Iter[340/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:30:08 transreid.train INFO: Epoch[92] Iter[350/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:30:11 transreid.train INFO: Epoch[92] Iter[360/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:30:14 transreid.train INFO: Epoch[92] Iter[370/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:30:17 transreid.train INFO: Epoch[92] Iter[380/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:30:20 transreid.train INFO: Epoch[92] Iter[390/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:30:23 transreid.train INFO: Epoch[92] Iter[400/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:30:26 transreid.train INFO: Epoch[92] Iter[410/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:30:29 transreid.train INFO: Epoch[92] Iter[420/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:30:32 transreid.train INFO: Epoch[92] Iter[430/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:30:35 transreid.train INFO: Epoch[92] Iter[440/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:30:38 transreid.train INFO: Epoch[92] Iter[450/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:30:41 transreid.train INFO: Epoch[92] Iter[460/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:30:44 transreid.train INFO: Epoch[92] Iter[470/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.04e-03
2024-05-02 19:30:47 transreid.train INFO: Epoch 92 done. Time per epoch: 146.995[s] Speed: 207.2[samples/s]
2024-05-02 19:30:53 transreid.train INFO: Epoch[93] Iter[10/486] Loss: 0.024, Acc: 0.998, Base Lr: 9.72e-04
2024-05-02 19:30:56 transreid.train INFO: Epoch[93] Iter[20/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:30:59 transreid.train INFO: Epoch[93] Iter[30/486] Loss: 0.021, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:31:02 transreid.train INFO: Epoch[93] Iter[40/486] Loss: 0.022, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:31:05 transreid.train INFO: Epoch[93] Iter[50/486] Loss: 0.021, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:31:08 transreid.train INFO: Epoch[93] Iter[60/486] Loss: 0.023, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:31:11 transreid.train INFO: Epoch[93] Iter[70/486] Loss: 0.021, Acc: 1.000, Base Lr: 9.72e-04
2024-05-02 19:31:14 transreid.train INFO: Epoch[93] Iter[80/486] Loss: 0.020, Acc: 1.000, Base Lr: 9.72e-04
2024-05-02 19:31:17 transreid.train INFO: Epoch[93] Iter[90/486] Loss: 0.020, Acc: 1.000, Base Lr: 9.72e-04
2024-05-02 19:31:20 transreid.train INFO: Epoch[93] Iter[100/486] Loss: 0.020, Acc: 1.000, Base Lr: 9.72e-04
2024-05-02 19:31:23 transreid.train INFO: Epoch[93] Iter[110/486] Loss: 0.020, Acc: 1.000, Base Lr: 9.72e-04
2024-05-02 19:31:26 transreid.train INFO: Epoch[93] Iter[120/486] Loss: 0.020, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:31:29 transreid.train INFO: Epoch[93] Iter[130/486] Loss: 0.020, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:31:32 transreid.train INFO: Epoch[93] Iter[140/486] Loss: 0.020, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:31:35 transreid.train INFO: Epoch[93] Iter[150/486] Loss: 0.020, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:31:38 transreid.train INFO: Epoch[93] Iter[160/486] Loss: 0.019, Acc: 1.000, Base Lr: 9.72e-04
2024-05-02 19:31:41 transreid.train INFO: Epoch[93] Iter[170/486] Loss: 0.019, Acc: 1.000, Base Lr: 9.72e-04
2024-05-02 19:31:44 transreid.train INFO: Epoch[93] Iter[180/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:31:47 transreid.train INFO: Epoch[93] Iter[190/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:31:50 transreid.train INFO: Epoch[93] Iter[200/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:31:53 transreid.train INFO: Epoch[93] Iter[210/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:31:56 transreid.train INFO: Epoch[93] Iter[220/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:31:59 transreid.train INFO: Epoch[93] Iter[230/486] Loss: 0.020, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:02 transreid.train INFO: Epoch[93] Iter[240/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:05 transreid.train INFO: Epoch[93] Iter[250/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:08 transreid.train INFO: Epoch[93] Iter[260/486] Loss: 0.018, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:11 transreid.train INFO: Epoch[93] Iter[270/486] Loss: 0.018, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:14 transreid.train INFO: Epoch[93] Iter[280/486] Loss: 0.018, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:17 transreid.train INFO: Epoch[93] Iter[290/486] Loss: 0.018, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:20 transreid.train INFO: Epoch[93] Iter[300/486] Loss: 0.018, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:23 transreid.train INFO: Epoch[93] Iter[310/486] Loss: 0.018, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:26 transreid.train INFO: Epoch[93] Iter[320/486] Loss: 0.018, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:29 transreid.train INFO: Epoch[93] Iter[330/486] Loss: 0.018, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:33 transreid.train INFO: Epoch[93] Iter[340/486] Loss: 0.018, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:36 transreid.train INFO: Epoch[93] Iter[350/486] Loss: 0.017, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:39 transreid.train INFO: Epoch[93] Iter[360/486] Loss: 0.017, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:42 transreid.train INFO: Epoch[93] Iter[370/486] Loss: 0.017, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:45 transreid.train INFO: Epoch[93] Iter[380/486] Loss: 0.017, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:48 transreid.train INFO: Epoch[93] Iter[390/486] Loss: 0.017, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:51 transreid.train INFO: Epoch[93] Iter[400/486] Loss: 0.017, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:54 transreid.train INFO: Epoch[93] Iter[410/486] Loss: 0.017, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:32:57 transreid.train INFO: Epoch[93] Iter[420/486] Loss: 0.017, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:33:00 transreid.train INFO: Epoch[93] Iter[430/486] Loss: 0.017, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:33:03 transreid.train INFO: Epoch[93] Iter[440/486] Loss: 0.016, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:33:06 transreid.train INFO: Epoch[93] Iter[450/486] Loss: 0.016, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:33:09 transreid.train INFO: Epoch[93] Iter[460/486] Loss: 0.016, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:33:12 transreid.train INFO: Epoch[93] Iter[470/486] Loss: 0.016, Acc: 0.999, Base Lr: 9.72e-04
2024-05-02 19:33:14 transreid.train INFO: Epoch 93 done. Time per epoch: 147.220[s] Speed: 206.5[samples/s]
2024-05-02 19:33:20 transreid.train INFO: Epoch[94] Iter[10/486] Loss: 0.019, Acc: 1.000, Base Lr: 9.06e-04
2024-05-02 19:33:23 transreid.train INFO: Epoch[94] Iter[20/486] Loss: 0.021, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:33:26 transreid.train INFO: Epoch[94] Iter[30/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:33:29 transreid.train INFO: Epoch[94] Iter[40/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:33:32 transreid.train INFO: Epoch[94] Iter[50/486] Loss: 0.020, Acc: 0.998, Base Lr: 9.06e-04
2024-05-02 19:33:35 transreid.train INFO: Epoch[94] Iter[60/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:33:38 transreid.train INFO: Epoch[94] Iter[70/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:33:41 transreid.train INFO: Epoch[94] Iter[80/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:33:44 transreid.train INFO: Epoch[94] Iter[90/486] Loss: 0.020, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:33:47 transreid.train INFO: Epoch[94] Iter[100/486] Loss: 0.020, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:33:50 transreid.train INFO: Epoch[94] Iter[110/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:33:53 transreid.train INFO: Epoch[94] Iter[120/486] Loss: 0.020, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:33:56 transreid.train INFO: Epoch[94] Iter[130/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:33:59 transreid.train INFO: Epoch[94] Iter[140/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:02 transreid.train INFO: Epoch[94] Iter[150/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:05 transreid.train INFO: Epoch[94] Iter[160/486] Loss: 0.020, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:08 transreid.train INFO: Epoch[94] Iter[170/486] Loss: 0.020, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:11 transreid.train INFO: Epoch[94] Iter[180/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:14 transreid.train INFO: Epoch[94] Iter[190/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:17 transreid.train INFO: Epoch[94] Iter[200/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:20 transreid.train INFO: Epoch[94] Iter[210/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:23 transreid.train INFO: Epoch[94] Iter[220/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:26 transreid.train INFO: Epoch[94] Iter[230/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:29 transreid.train INFO: Epoch[94] Iter[240/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:32 transreid.train INFO: Epoch[94] Iter[250/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:35 transreid.train INFO: Epoch[94] Iter[260/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:38 transreid.train INFO: Epoch[94] Iter[270/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:41 transreid.train INFO: Epoch[94] Iter[280/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:44 transreid.train INFO: Epoch[94] Iter[290/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:47 transreid.train INFO: Epoch[94] Iter[300/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:50 transreid.train INFO: Epoch[94] Iter[310/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:53 transreid.train INFO: Epoch[94] Iter[320/486] Loss: 0.019, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:56 transreid.train INFO: Epoch[94] Iter[330/486] Loss: 0.018, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:34:59 transreid.train INFO: Epoch[94] Iter[340/486] Loss: 0.018, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:35:02 transreid.train INFO: Epoch[94] Iter[350/486] Loss: 0.018, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:35:05 transreid.train INFO: Epoch[94] Iter[360/486] Loss: 0.018, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:35:08 transreid.train INFO: Epoch[94] Iter[370/486] Loss: 0.018, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:35:12 transreid.train INFO: Epoch[94] Iter[380/486] Loss: 0.018, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:35:15 transreid.train INFO: Epoch[94] Iter[390/486] Loss: 0.018, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:35:18 transreid.train INFO: Epoch[94] Iter[400/486] Loss: 0.017, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:35:21 transreid.train INFO: Epoch[94] Iter[410/486] Loss: 0.017, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:35:24 transreid.train INFO: Epoch[94] Iter[420/486] Loss: 0.017, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:35:27 transreid.train INFO: Epoch[94] Iter[430/486] Loss: 0.017, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:35:30 transreid.train INFO: Epoch[94] Iter[440/486] Loss: 0.017, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:35:33 transreid.train INFO: Epoch[94] Iter[450/486] Loss: 0.017, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:35:36 transreid.train INFO: Epoch[94] Iter[460/486] Loss: 0.016, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:35:39 transreid.train INFO: Epoch[94] Iter[470/486] Loss: 0.016, Acc: 0.999, Base Lr: 9.06e-04
2024-05-02 19:35:41 transreid.train INFO: Epoch 94 done. Time per epoch: 146.784[s] Speed: 206.7[samples/s]
2024-05-02 19:35:47 transreid.train INFO: Epoch[95] Iter[10/486] Loss: 0.013, Acc: 1.000, Base Lr: 8.41e-04
2024-05-02 19:35:50 transreid.train INFO: Epoch[95] Iter[20/486] Loss: 0.017, Acc: 1.000, Base Lr: 8.41e-04
2024-05-02 19:35:53 transreid.train INFO: Epoch[95] Iter[30/486] Loss: 0.017, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:35:56 transreid.train INFO: Epoch[95] Iter[40/486] Loss: 0.018, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:35:59 transreid.train INFO: Epoch[95] Iter[50/486] Loss: 0.020, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:02 transreid.train INFO: Epoch[95] Iter[60/486] Loss: 0.021, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:05 transreid.train INFO: Epoch[95] Iter[70/486] Loss: 0.020, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:08 transreid.train INFO: Epoch[95] Iter[80/486] Loss: 0.020, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:11 transreid.train INFO: Epoch[95] Iter[90/486] Loss: 0.020, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:14 transreid.train INFO: Epoch[95] Iter[100/486] Loss: 0.019, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:17 transreid.train INFO: Epoch[95] Iter[110/486] Loss: 0.021, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:20 transreid.train INFO: Epoch[95] Iter[120/486] Loss: 0.020, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:23 transreid.train INFO: Epoch[95] Iter[130/486] Loss: 0.020, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:26 transreid.train INFO: Epoch[95] Iter[140/486] Loss: 0.020, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:29 transreid.train INFO: Epoch[95] Iter[150/486] Loss: 0.020, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:32 transreid.train INFO: Epoch[95] Iter[160/486] Loss: 0.020, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:35 transreid.train INFO: Epoch[95] Iter[170/486] Loss: 0.020, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:38 transreid.train INFO: Epoch[95] Iter[180/486] Loss: 0.020, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:41 transreid.train INFO: Epoch[95] Iter[190/486] Loss: 0.020, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:44 transreid.train INFO: Epoch[95] Iter[200/486] Loss: 0.019, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:47 transreid.train INFO: Epoch[95] Iter[210/486] Loss: 0.019, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:50 transreid.train INFO: Epoch[95] Iter[220/486] Loss: 0.018, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:53 transreid.train INFO: Epoch[95] Iter[230/486] Loss: 0.018, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:56 transreid.train INFO: Epoch[95] Iter[240/486] Loss: 0.018, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:36:59 transreid.train INFO: Epoch[95] Iter[250/486] Loss: 0.018, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:02 transreid.train INFO: Epoch[95] Iter[260/486] Loss: 0.018, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:05 transreid.train INFO: Epoch[95] Iter[270/486] Loss: 0.018, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:08 transreid.train INFO: Epoch[95] Iter[280/486] Loss: 0.018, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:11 transreid.train INFO: Epoch[95] Iter[290/486] Loss: 0.018, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:14 transreid.train INFO: Epoch[95] Iter[300/486] Loss: 0.018, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:17 transreid.train INFO: Epoch[95] Iter[310/486] Loss: 0.018, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:20 transreid.train INFO: Epoch[95] Iter[320/486] Loss: 0.018, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:23 transreid.train INFO: Epoch[95] Iter[330/486] Loss: 0.018, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:26 transreid.train INFO: Epoch[95] Iter[340/486] Loss: 0.018, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:29 transreid.train INFO: Epoch[95] Iter[350/486] Loss: 0.018, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:32 transreid.train INFO: Epoch[95] Iter[360/486] Loss: 0.017, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:35 transreid.train INFO: Epoch[95] Iter[370/486] Loss: 0.017, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:38 transreid.train INFO: Epoch[95] Iter[380/486] Loss: 0.017, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:41 transreid.train INFO: Epoch[95] Iter[390/486] Loss: 0.017, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:44 transreid.train INFO: Epoch[95] Iter[400/486] Loss: 0.017, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:47 transreid.train INFO: Epoch[95] Iter[410/486] Loss: 0.017, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:50 transreid.train INFO: Epoch[95] Iter[420/486] Loss: 0.017, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:53 transreid.train INFO: Epoch[95] Iter[430/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:56 transreid.train INFO: Epoch[95] Iter[440/486] Loss: 0.017, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:37:59 transreid.train INFO: Epoch[95] Iter[450/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:38:02 transreid.train INFO: Epoch[95] Iter[460/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:38:05 transreid.train INFO: Epoch[95] Iter[470/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.41e-04
2024-05-02 19:38:07 transreid.train INFO: Epoch 95 done. Time per epoch: 146.457[s] Speed: 207.1[samples/s]
2024-05-02 19:38:13 transreid.train INFO: Epoch[96] Iter[10/486] Loss: 0.045, Acc: 0.995, Base Lr: 7.78e-04
2024-05-02 19:38:16 transreid.train INFO: Epoch[96] Iter[20/486] Loss: 0.033, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:38:19 transreid.train INFO: Epoch[96] Iter[30/486] Loss: 0.029, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:38:22 transreid.train INFO: Epoch[96] Iter[40/486] Loss: 0.026, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:38:25 transreid.train INFO: Epoch[96] Iter[50/486] Loss: 0.023, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:38:28 transreid.train INFO: Epoch[96] Iter[60/486] Loss: 0.024, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:38:31 transreid.train INFO: Epoch[96] Iter[70/486] Loss: 0.023, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:38:34 transreid.train INFO: Epoch[96] Iter[80/486] Loss: 0.023, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:38:37 transreid.train INFO: Epoch[96] Iter[90/486] Loss: 0.022, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:38:40 transreid.train INFO: Epoch[96] Iter[100/486] Loss: 0.021, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:38:43 transreid.train INFO: Epoch[96] Iter[110/486] Loss: 0.021, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:38:46 transreid.train INFO: Epoch[96] Iter[120/486] Loss: 0.021, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:38:49 transreid.train INFO: Epoch[96] Iter[130/486] Loss: 0.021, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:38:52 transreid.train INFO: Epoch[96] Iter[140/486] Loss: 0.020, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:38:55 transreid.train INFO: Epoch[96] Iter[150/486] Loss: 0.020, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:38:58 transreid.train INFO: Epoch[96] Iter[160/486] Loss: 0.020, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:39:01 transreid.train INFO: Epoch[96] Iter[170/486] Loss: 0.020, Acc: 0.999, Base Lr: 7.78e-04
2024-05-02 19:39:04 transreid.train INFO: Epoch[96] Iter[180/486] Loss: 0.020, Acc: 0.999, Base Lr: 7.78e-04
2024-05-02 19:39:08 transreid.train INFO: Epoch[96] Iter[190/486] Loss: 0.020, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:39:11 transreid.train INFO: Epoch[96] Iter[200/486] Loss: 0.021, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:39:14 transreid.train INFO: Epoch[96] Iter[210/486] Loss: 0.020, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:39:17 transreid.train INFO: Epoch[96] Iter[220/486] Loss: 0.020, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:39:20 transreid.train INFO: Epoch[96] Iter[230/486] Loss: 0.020, Acc: 0.999, Base Lr: 7.78e-04
2024-05-02 19:39:23 transreid.train INFO: Epoch[96] Iter[240/486] Loss: 0.020, Acc: 0.999, Base Lr: 7.78e-04
2024-05-02 19:39:26 transreid.train INFO: Epoch[96] Iter[250/486] Loss: 0.020, Acc: 0.999, Base Lr: 7.78e-04
2024-05-02 19:39:29 transreid.train INFO: Epoch[96] Iter[260/486] Loss: 0.020, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:39:32 transreid.train INFO: Epoch[96] Iter[270/486] Loss: 0.020, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:39:35 transreid.train INFO: Epoch[96] Iter[280/486] Loss: 0.020, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:39:38 transreid.train INFO: Epoch[96] Iter[290/486] Loss: 0.020, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:39:41 transreid.train INFO: Epoch[96] Iter[300/486] Loss: 0.019, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:39:44 transreid.train INFO: Epoch[96] Iter[310/486] Loss: 0.019, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:39:47 transreid.train INFO: Epoch[96] Iter[320/486] Loss: 0.019, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:39:50 transreid.train INFO: Epoch[96] Iter[330/486] Loss: 0.019, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:39:53 transreid.train INFO: Epoch[96] Iter[340/486] Loss: 0.019, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:39:56 transreid.train INFO: Epoch[96] Iter[350/486] Loss: 0.019, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:39:59 transreid.train INFO: Epoch[96] Iter[360/486] Loss: 0.019, Acc: 0.998, Base Lr: 7.78e-04
2024-05-02 19:40:02 transreid.train INFO: Epoch[96] Iter[370/486] Loss: 0.018, Acc: 0.999, Base Lr: 7.78e-04
2024-05-02 19:40:05 transreid.train INFO: Epoch[96] Iter[380/486] Loss: 0.018, Acc: 0.999, Base Lr: 7.78e-04
2024-05-02 19:40:08 transreid.train INFO: Epoch[96] Iter[390/486] Loss: 0.018, Acc: 0.999, Base Lr: 7.78e-04
2024-05-02 19:40:11 transreid.train INFO: Epoch[96] Iter[400/486] Loss: 0.018, Acc: 0.999, Base Lr: 7.78e-04
2024-05-02 19:40:14 transreid.train INFO: Epoch[96] Iter[410/486] Loss: 0.018, Acc: 0.999, Base Lr: 7.78e-04
2024-05-02 19:40:18 transreid.train INFO: Epoch[96] Iter[420/486] Loss: 0.018, Acc: 0.999, Base Lr: 7.78e-04
2024-05-02 19:40:21 transreid.train INFO: Epoch[96] Iter[430/486] Loss: 0.018, Acc: 0.999, Base Lr: 7.78e-04
2024-05-02 19:40:24 transreid.train INFO: Epoch[96] Iter[440/486] Loss: 0.018, Acc: 0.999, Base Lr: 7.78e-04
2024-05-02 19:40:27 transreid.train INFO: Epoch[96] Iter[450/486] Loss: 0.018, Acc: 0.999, Base Lr: 7.78e-04
2024-05-02 19:40:30 transreid.train INFO: Epoch[96] Iter[460/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.78e-04
2024-05-02 19:40:33 transreid.train INFO: Epoch[96] Iter[470/486] Loss: 0.018, Acc: 0.999, Base Lr: 7.78e-04
2024-05-02 19:40:35 transreid.train INFO: Epoch 96 done. Time per epoch: 147.203[s] Speed: 206.1[samples/s]
2024-05-02 19:40:40 transreid.train INFO: Epoch[97] Iter[10/486] Loss: 0.015, Acc: 1.000, Base Lr: 7.18e-04
2024-05-02 19:40:43 transreid.train INFO: Epoch[97] Iter[20/486] Loss: 0.017, Acc: 1.000, Base Lr: 7.18e-04
2024-05-02 19:40:46 transreid.train INFO: Epoch[97] Iter[30/486] Loss: 0.019, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:40:49 transreid.train INFO: Epoch[97] Iter[40/486] Loss: 0.018, Acc: 1.000, Base Lr: 7.18e-04
2024-05-02 19:40:52 transreid.train INFO: Epoch[97] Iter[50/486] Loss: 0.018, Acc: 1.000, Base Lr: 7.18e-04
2024-05-02 19:40:55 transreid.train INFO: Epoch[97] Iter[60/486] Loss: 0.018, Acc: 1.000, Base Lr: 7.18e-04
2024-05-02 19:40:58 transreid.train INFO: Epoch[97] Iter[70/486] Loss: 0.018, Acc: 1.000, Base Lr: 7.18e-04
2024-05-02 19:41:01 transreid.train INFO: Epoch[97] Iter[80/486] Loss: 0.018, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:41:04 transreid.train INFO: Epoch[97] Iter[90/486] Loss: 0.018, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:41:07 transreid.train INFO: Epoch[97] Iter[100/486] Loss: 0.018, Acc: 1.000, Base Lr: 7.18e-04
2024-05-02 19:41:10 transreid.train INFO: Epoch[97] Iter[110/486] Loss: 0.018, Acc: 1.000, Base Lr: 7.18e-04
2024-05-02 19:41:13 transreid.train INFO: Epoch[97] Iter[120/486] Loss: 0.018, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:41:16 transreid.train INFO: Epoch[97] Iter[130/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:41:19 transreid.train INFO: Epoch[97] Iter[140/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:41:22 transreid.train INFO: Epoch[97] Iter[150/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:41:25 transreid.train INFO: Epoch[97] Iter[160/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:41:29 transreid.train INFO: Epoch[97] Iter[170/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:41:32 transreid.train INFO: Epoch[97] Iter[180/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:41:34 transreid.train INFO: Epoch[97] Iter[190/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:41:38 transreid.train INFO: Epoch[97] Iter[200/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:41:40 transreid.train INFO: Epoch[97] Iter[210/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:41:43 transreid.train INFO: Epoch[97] Iter[220/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:41:47 transreid.train INFO: Epoch[97] Iter[230/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:41:50 transreid.train INFO: Epoch[97] Iter[240/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:41:53 transreid.train INFO: Epoch[97] Iter[250/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:41:56 transreid.train INFO: Epoch[97] Iter[260/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:41:59 transreid.train INFO: Epoch[97] Iter[270/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:02 transreid.train INFO: Epoch[97] Iter[280/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:05 transreid.train INFO: Epoch[97] Iter[290/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:08 transreid.train INFO: Epoch[97] Iter[300/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:11 transreid.train INFO: Epoch[97] Iter[310/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:14 transreid.train INFO: Epoch[97] Iter[320/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:17 transreid.train INFO: Epoch[97] Iter[330/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:20 transreid.train INFO: Epoch[97] Iter[340/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:23 transreid.train INFO: Epoch[97] Iter[350/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:26 transreid.train INFO: Epoch[97] Iter[360/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:29 transreid.train INFO: Epoch[97] Iter[370/486] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:32 transreid.train INFO: Epoch[97] Iter[380/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:35 transreid.train INFO: Epoch[97] Iter[390/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:38 transreid.train INFO: Epoch[97] Iter[400/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:41 transreid.train INFO: Epoch[97] Iter[410/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:44 transreid.train INFO: Epoch[97] Iter[420/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:47 transreid.train INFO: Epoch[97] Iter[430/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:50 transreid.train INFO: Epoch[97] Iter[440/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:53 transreid.train INFO: Epoch[97] Iter[450/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:56 transreid.train INFO: Epoch[97] Iter[460/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:42:59 transreid.train INFO: Epoch[97] Iter[470/486] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-02 19:43:00 transreid.train INFO: Epoch 97 done. Time per epoch: 145.825[s] Speed: 207.2[samples/s]
2024-05-02 19:43:06 transreid.train INFO: Epoch[98] Iter[10/486] Loss: 0.018, Acc: 0.998, Base Lr: 6.60e-04
2024-05-02 19:43:09 transreid.train INFO: Epoch[98] Iter[20/486] Loss: 0.021, Acc: 0.998, Base Lr: 6.60e-04
2024-05-02 19:43:12 transreid.train INFO: Epoch[98] Iter[30/486] Loss: 0.018, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:43:15 transreid.train INFO: Epoch[98] Iter[40/486] Loss: 0.018, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:43:18 transreid.train INFO: Epoch[98] Iter[50/486] Loss: 0.018, Acc: 0.998, Base Lr: 6.60e-04
2024-05-02 19:43:21 transreid.train INFO: Epoch[98] Iter[60/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:43:24 transreid.train INFO: Epoch[98] Iter[70/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:43:27 transreid.train INFO: Epoch[98] Iter[80/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:43:30 transreid.train INFO: Epoch[98] Iter[90/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:43:33 transreid.train INFO: Epoch[98] Iter[100/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:43:36 transreid.train INFO: Epoch[98] Iter[110/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:43:39 transreid.train INFO: Epoch[98] Iter[120/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:43:42 transreid.train INFO: Epoch[98] Iter[130/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:43:45 transreid.train INFO: Epoch[98] Iter[140/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:43:48 transreid.train INFO: Epoch[98] Iter[150/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:43:51 transreid.train INFO: Epoch[98] Iter[160/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:43:54 transreid.train INFO: Epoch[98] Iter[170/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:43:57 transreid.train INFO: Epoch[98] Iter[180/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:00 transreid.train INFO: Epoch[98] Iter[190/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:03 transreid.train INFO: Epoch[98] Iter[200/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:06 transreid.train INFO: Epoch[98] Iter[210/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:09 transreid.train INFO: Epoch[98] Iter[220/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:12 transreid.train INFO: Epoch[98] Iter[230/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:15 transreid.train INFO: Epoch[98] Iter[240/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:18 transreid.train INFO: Epoch[98] Iter[250/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:21 transreid.train INFO: Epoch[98] Iter[260/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:24 transreid.train INFO: Epoch[98] Iter[270/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:27 transreid.train INFO: Epoch[98] Iter[280/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:30 transreid.train INFO: Epoch[98] Iter[290/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:33 transreid.train INFO: Epoch[98] Iter[300/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:36 transreid.train INFO: Epoch[98] Iter[310/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:39 transreid.train INFO: Epoch[98] Iter[320/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:42 transreid.train INFO: Epoch[98] Iter[330/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:45 transreid.train INFO: Epoch[98] Iter[340/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:48 transreid.train INFO: Epoch[98] Iter[350/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:51 transreid.train INFO: Epoch[98] Iter[360/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:54 transreid.train INFO: Epoch[98] Iter[370/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:44:57 transreid.train INFO: Epoch[98] Iter[380/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:45:00 transreid.train INFO: Epoch[98] Iter[390/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:45:04 transreid.train INFO: Epoch[98] Iter[400/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:45:07 transreid.train INFO: Epoch[98] Iter[410/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:45:10 transreid.train INFO: Epoch[98] Iter[420/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:45:13 transreid.train INFO: Epoch[98] Iter[430/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:45:16 transreid.train INFO: Epoch[98] Iter[440/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:45:19 transreid.train INFO: Epoch[98] Iter[450/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:45:22 transreid.train INFO: Epoch[98] Iter[460/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:45:25 transreid.train INFO: Epoch[98] Iter[470/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.60e-04
2024-05-02 19:45:25 transreid.train INFO: Epoch 98 done. Time per epoch: 145.024[s] Speed: 207.4[samples/s]
2024-05-02 19:45:31 transreid.train INFO: Epoch[99] Iter[10/486] Loss: 0.014, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:45:34 transreid.train INFO: Epoch[99] Iter[20/486] Loss: 0.015, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:45:37 transreid.train INFO: Epoch[99] Iter[30/486] Loss: 0.015, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:45:40 transreid.train INFO: Epoch[99] Iter[40/486] Loss: 0.015, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:45:43 transreid.train INFO: Epoch[99] Iter[50/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:45:46 transreid.train INFO: Epoch[99] Iter[60/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:45:49 transreid.train INFO: Epoch[99] Iter[70/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:45:52 transreid.train INFO: Epoch[99] Iter[80/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:45:55 transreid.train INFO: Epoch[99] Iter[90/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:45:58 transreid.train INFO: Epoch[99] Iter[100/486] Loss: 0.017, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:46:01 transreid.train INFO: Epoch[99] Iter[110/486] Loss: 0.017, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:46:04 transreid.train INFO: Epoch[99] Iter[120/486] Loss: 0.017, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:46:07 transreid.train INFO: Epoch[99] Iter[130/486] Loss: 0.016, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:46:10 transreid.train INFO: Epoch[99] Iter[140/486] Loss: 0.016, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:46:13 transreid.train INFO: Epoch[99] Iter[150/486] Loss: 0.016, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:46:16 transreid.train INFO: Epoch[99] Iter[160/486] Loss: 0.016, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:46:19 transreid.train INFO: Epoch[99] Iter[170/486] Loss: 0.016, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:46:22 transreid.train INFO: Epoch[99] Iter[180/486] Loss: 0.016, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:46:25 transreid.train INFO: Epoch[99] Iter[190/486] Loss: 0.016, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:46:28 transreid.train INFO: Epoch[99] Iter[200/486] Loss: 0.016, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:46:31 transreid.train INFO: Epoch[99] Iter[210/486] Loss: 0.016, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:46:34 transreid.train INFO: Epoch[99] Iter[220/486] Loss: 0.016, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:46:37 transreid.train INFO: Epoch[99] Iter[230/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:46:41 transreid.train INFO: Epoch[99] Iter[240/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:46:44 transreid.train INFO: Epoch[99] Iter[250/486] Loss: 0.016, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:46:47 transreid.train INFO: Epoch[99] Iter[260/486] Loss: 0.016, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:46:50 transreid.train INFO: Epoch[99] Iter[270/486] Loss: 0.016, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:46:53 transreid.train INFO: Epoch[99] Iter[280/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:46:56 transreid.train INFO: Epoch[99] Iter[290/486] Loss: 0.016, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:46:59 transreid.train INFO: Epoch[99] Iter[300/486] Loss: 0.015, Acc: 1.000, Base Lr: 6.04e-04
2024-05-02 19:47:02 transreid.train INFO: Epoch[99] Iter[310/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:47:05 transreid.train INFO: Epoch[99] Iter[320/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:47:08 transreid.train INFO: Epoch[99] Iter[330/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:47:11 transreid.train INFO: Epoch[99] Iter[340/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:47:14 transreid.train INFO: Epoch[99] Iter[350/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:47:17 transreid.train INFO: Epoch[99] Iter[360/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:47:20 transreid.train INFO: Epoch[99] Iter[370/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:47:23 transreid.train INFO: Epoch[99] Iter[380/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:47:26 transreid.train INFO: Epoch[99] Iter[390/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:47:29 transreid.train INFO: Epoch[99] Iter[400/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:47:32 transreid.train INFO: Epoch[99] Iter[410/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:47:35 transreid.train INFO: Epoch[99] Iter[420/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:47:38 transreid.train INFO: Epoch[99] Iter[430/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:47:42 transreid.train INFO: Epoch[99] Iter[440/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:47:45 transreid.train INFO: Epoch[99] Iter[450/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:47:48 transreid.train INFO: Epoch[99] Iter[460/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:47:51 transreid.train INFO: Epoch[99] Iter[470/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.04e-04
2024-05-02 19:47:52 transreid.train INFO: Epoch 99 done. Time per epoch: 147.003[s] Speed: 206.4[samples/s]
2024-05-02 19:47:58 transreid.train INFO: Epoch[100] Iter[10/486] Loss: 0.026, Acc: 0.997, Base Lr: 5.51e-04
2024-05-02 19:48:01 transreid.train INFO: Epoch[100] Iter[20/486] Loss: 0.020, Acc: 0.998, Base Lr: 5.51e-04
2024-05-02 19:48:04 transreid.train INFO: Epoch[100] Iter[30/486] Loss: 0.021, Acc: 0.998, Base Lr: 5.51e-04
2024-05-02 19:48:07 transreid.train INFO: Epoch[100] Iter[40/486] Loss: 0.020, Acc: 0.998, Base Lr: 5.51e-04
2024-05-02 19:48:10 transreid.train INFO: Epoch[100] Iter[50/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:48:13 transreid.train INFO: Epoch[100] Iter[60/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:48:16 transreid.train INFO: Epoch[100] Iter[70/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:48:19 transreid.train INFO: Epoch[100] Iter[80/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:48:22 transreid.train INFO: Epoch[100] Iter[90/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:48:25 transreid.train INFO: Epoch[100] Iter[100/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:48:28 transreid.train INFO: Epoch[100] Iter[110/486] Loss: 0.019, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:48:31 transreid.train INFO: Epoch[100] Iter[120/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:48:34 transreid.train INFO: Epoch[100] Iter[130/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:48:37 transreid.train INFO: Epoch[100] Iter[140/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:48:40 transreid.train INFO: Epoch[100] Iter[150/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:48:43 transreid.train INFO: Epoch[100] Iter[160/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:48:46 transreid.train INFO: Epoch[100] Iter[170/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:48:49 transreid.train INFO: Epoch[100] Iter[180/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:48:52 transreid.train INFO: Epoch[100] Iter[190/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:48:55 transreid.train INFO: Epoch[100] Iter[200/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:48:58 transreid.train INFO: Epoch[100] Iter[210/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:01 transreid.train INFO: Epoch[100] Iter[220/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:04 transreid.train INFO: Epoch[100] Iter[230/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:08 transreid.train INFO: Epoch[100] Iter[240/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:11 transreid.train INFO: Epoch[100] Iter[250/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:14 transreid.train INFO: Epoch[100] Iter[260/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:17 transreid.train INFO: Epoch[100] Iter[270/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:20 transreid.train INFO: Epoch[100] Iter[280/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:23 transreid.train INFO: Epoch[100] Iter[290/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:26 transreid.train INFO: Epoch[100] Iter[300/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:29 transreid.train INFO: Epoch[100] Iter[310/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:32 transreid.train INFO: Epoch[100] Iter[320/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:35 transreid.train INFO: Epoch[100] Iter[330/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:38 transreid.train INFO: Epoch[100] Iter[340/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:41 transreid.train INFO: Epoch[100] Iter[350/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:44 transreid.train INFO: Epoch[100] Iter[360/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:47 transreid.train INFO: Epoch[100] Iter[370/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:50 transreid.train INFO: Epoch[100] Iter[380/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:53 transreid.train INFO: Epoch[100] Iter[390/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:56 transreid.train INFO: Epoch[100] Iter[400/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:49:59 transreid.train INFO: Epoch[100] Iter[410/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:50:02 transreid.train INFO: Epoch[100] Iter[420/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:50:06 transreid.train INFO: Epoch[100] Iter[430/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:50:09 transreid.train INFO: Epoch[100] Iter[440/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:50:12 transreid.train INFO: Epoch[100] Iter[450/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:50:15 transreid.train INFO: Epoch[100] Iter[460/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:50:17 transreid.train INFO: Epoch[100] Iter[470/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.51e-04
2024-05-02 19:50:19 transreid.train INFO: Epoch 100 done. Time per epoch: 147.023[s] Speed: 206.3[samples/s]
2024-05-02 19:54:59 transreid.train INFO: Validation Results - Epoch: 100
2024-05-02 19:54:59 transreid.train INFO: mAP: 53.4%
2024-05-02 19:54:59 transreid.train INFO: CMC curve, Rank-1  :77.3%
2024-05-02 19:54:59 transreid.train INFO: CMC curve, Rank-5  :88.1%
2024-05-02 19:54:59 transreid.train INFO: CMC curve, Rank-10 :91.2%
2024-05-02 19:55:04 transreid.train INFO: Epoch[101] Iter[10/486] Loss: 0.012, Acc: 1.000, Base Lr: 5.00e-04
2024-05-02 19:55:07 transreid.train INFO: Epoch[101] Iter[20/486] Loss: 0.014, Acc: 1.000, Base Lr: 5.00e-04
2024-05-02 19:55:10 transreid.train INFO: Epoch[101] Iter[30/486] Loss: 0.016, Acc: 1.000, Base Lr: 5.00e-04
2024-05-02 19:55:13 transreid.train INFO: Epoch[101] Iter[40/486] Loss: 0.016, Acc: 1.000, Base Lr: 5.00e-04
2024-05-02 19:55:16 transreid.train INFO: Epoch[101] Iter[50/486] Loss: 0.015, Acc: 1.000, Base Lr: 5.00e-04
2024-05-02 19:55:19 transreid.train INFO: Epoch[101] Iter[60/486] Loss: 0.015, Acc: 1.000, Base Lr: 5.00e-04
2024-05-02 19:55:22 transreid.train INFO: Epoch[101] Iter[70/486] Loss: 0.016, Acc: 1.000, Base Lr: 5.00e-04
2024-05-02 19:55:25 transreid.train INFO: Epoch[101] Iter[80/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:55:28 transreid.train INFO: Epoch[101] Iter[90/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:55:31 transreid.train INFO: Epoch[101] Iter[100/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:55:34 transreid.train INFO: Epoch[101] Iter[110/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:55:37 transreid.train INFO: Epoch[101] Iter[120/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:55:40 transreid.train INFO: Epoch[101] Iter[130/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:55:42 transreid.train INFO: Epoch[101] Iter[140/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:55:45 transreid.train INFO: Epoch[101] Iter[150/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:55:48 transreid.train INFO: Epoch[101] Iter[160/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:55:51 transreid.train INFO: Epoch[101] Iter[170/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:55:54 transreid.train INFO: Epoch[101] Iter[180/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:55:57 transreid.train INFO: Epoch[101] Iter[190/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:00 transreid.train INFO: Epoch[101] Iter[200/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:03 transreid.train INFO: Epoch[101] Iter[210/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:06 transreid.train INFO: Epoch[101] Iter[220/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:09 transreid.train INFO: Epoch[101] Iter[230/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:12 transreid.train INFO: Epoch[101] Iter[240/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:15 transreid.train INFO: Epoch[101] Iter[250/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:18 transreid.train INFO: Epoch[101] Iter[260/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:21 transreid.train INFO: Epoch[101] Iter[270/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:24 transreid.train INFO: Epoch[101] Iter[280/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:27 transreid.train INFO: Epoch[101] Iter[290/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:30 transreid.train INFO: Epoch[101] Iter[300/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:33 transreid.train INFO: Epoch[101] Iter[310/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:36 transreid.train INFO: Epoch[101] Iter[320/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:39 transreid.train INFO: Epoch[101] Iter[330/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:42 transreid.train INFO: Epoch[101] Iter[340/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:45 transreid.train INFO: Epoch[101] Iter[350/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:48 transreid.train INFO: Epoch[101] Iter[360/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:51 transreid.train INFO: Epoch[101] Iter[370/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:54 transreid.train INFO: Epoch[101] Iter[380/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:56:57 transreid.train INFO: Epoch[101] Iter[390/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:57:00 transreid.train INFO: Epoch[101] Iter[400/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:57:03 transreid.train INFO: Epoch[101] Iter[410/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:57:06 transreid.train INFO: Epoch[101] Iter[420/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:57:09 transreid.train INFO: Epoch[101] Iter[430/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:57:12 transreid.train INFO: Epoch[101] Iter[440/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:57:15 transreid.train INFO: Epoch[101] Iter[450/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:57:18 transreid.train INFO: Epoch[101] Iter[460/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:57:21 transreid.train INFO: Epoch[101] Iter[470/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.00e-04
2024-05-02 19:57:24 transreid.train INFO: Epoch 101 done. Time per epoch: 144.892[s] Speed: 210.3[samples/s]
2024-05-02 19:57:29 transreid.train INFO: Epoch[102] Iter[10/486] Loss: 0.022, Acc: 0.997, Base Lr: 4.51e-04
2024-05-02 19:57:32 transreid.train INFO: Epoch[102] Iter[20/486] Loss: 0.018, Acc: 0.998, Base Lr: 4.51e-04
2024-05-02 19:57:35 transreid.train INFO: Epoch[102] Iter[30/486] Loss: 0.018, Acc: 0.998, Base Lr: 4.51e-04
2024-05-02 19:57:38 transreid.train INFO: Epoch[102] Iter[40/486] Loss: 0.017, Acc: 0.998, Base Lr: 4.51e-04
2024-05-02 19:57:41 transreid.train INFO: Epoch[102] Iter[50/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:57:44 transreid.train INFO: Epoch[102] Iter[60/486] Loss: 0.015, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:57:47 transreid.train INFO: Epoch[102] Iter[70/486] Loss: 0.016, Acc: 0.998, Base Lr: 4.51e-04
2024-05-02 19:57:50 transreid.train INFO: Epoch[102] Iter[80/486] Loss: 0.015, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:57:53 transreid.train INFO: Epoch[102] Iter[90/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:57:56 transreid.train INFO: Epoch[102] Iter[100/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:57:59 transreid.train INFO: Epoch[102] Iter[110/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:02 transreid.train INFO: Epoch[102] Iter[120/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:05 transreid.train INFO: Epoch[102] Iter[130/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:08 transreid.train INFO: Epoch[102] Iter[140/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:11 transreid.train INFO: Epoch[102] Iter[150/486] Loss: 0.015, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:14 transreid.train INFO: Epoch[102] Iter[160/486] Loss: 0.015, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:18 transreid.train INFO: Epoch[102] Iter[170/486] Loss: 0.015, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:21 transreid.train INFO: Epoch[102] Iter[180/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:24 transreid.train INFO: Epoch[102] Iter[190/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:27 transreid.train INFO: Epoch[102] Iter[200/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:30 transreid.train INFO: Epoch[102] Iter[210/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:33 transreid.train INFO: Epoch[102] Iter[220/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:36 transreid.train INFO: Epoch[102] Iter[230/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:39 transreid.train INFO: Epoch[102] Iter[240/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:42 transreid.train INFO: Epoch[102] Iter[250/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:45 transreid.train INFO: Epoch[102] Iter[260/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:48 transreid.train INFO: Epoch[102] Iter[270/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:51 transreid.train INFO: Epoch[102] Iter[280/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:54 transreid.train INFO: Epoch[102] Iter[290/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:58:57 transreid.train INFO: Epoch[102] Iter[300/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:00 transreid.train INFO: Epoch[102] Iter[310/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:03 transreid.train INFO: Epoch[102] Iter[320/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:06 transreid.train INFO: Epoch[102] Iter[330/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:09 transreid.train INFO: Epoch[102] Iter[340/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:12 transreid.train INFO: Epoch[102] Iter[350/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:15 transreid.train INFO: Epoch[102] Iter[360/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:18 transreid.train INFO: Epoch[102] Iter[370/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:21 transreid.train INFO: Epoch[102] Iter[380/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:24 transreid.train INFO: Epoch[102] Iter[390/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:27 transreid.train INFO: Epoch[102] Iter[400/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:30 transreid.train INFO: Epoch[102] Iter[410/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:33 transreid.train INFO: Epoch[102] Iter[420/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:36 transreid.train INFO: Epoch[102] Iter[430/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:39 transreid.train INFO: Epoch[102] Iter[440/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:42 transreid.train INFO: Epoch[102] Iter[450/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:45 transreid.train INFO: Epoch[102] Iter[460/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:49 transreid.train INFO: Epoch[102] Iter[470/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-02 19:59:50 transreid.train INFO: Epoch 102 done. Time per epoch: 146.248[s] Speed: 206.6[samples/s]
2024-05-02 19:59:55 transreid.train INFO: Epoch[103] Iter[10/486] Loss: 0.015, Acc: 1.000, Base Lr: 4.05e-04
2024-05-02 19:59:58 transreid.train INFO: Epoch[103] Iter[20/486] Loss: 0.015, Acc: 1.000, Base Lr: 4.05e-04
2024-05-02 20:00:01 transreid.train INFO: Epoch[103] Iter[30/486] Loss: 0.015, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:00:04 transreid.train INFO: Epoch[103] Iter[40/486] Loss: 0.015, Acc: 1.000, Base Lr: 4.05e-04
2024-05-02 20:00:07 transreid.train INFO: Epoch[103] Iter[50/486] Loss: 0.015, Acc: 1.000, Base Lr: 4.05e-04
2024-05-02 20:00:10 transreid.train INFO: Epoch[103] Iter[60/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:00:13 transreid.train INFO: Epoch[103] Iter[70/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:00:16 transreid.train INFO: Epoch[103] Iter[80/486] Loss: 0.019, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:00:19 transreid.train INFO: Epoch[103] Iter[90/486] Loss: 0.019, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:00:22 transreid.train INFO: Epoch[103] Iter[100/486] Loss: 0.018, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:00:26 transreid.train INFO: Epoch[103] Iter[110/486] Loss: 0.018, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:00:29 transreid.train INFO: Epoch[103] Iter[120/486] Loss: 0.018, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:00:32 transreid.train INFO: Epoch[103] Iter[130/486] Loss: 0.018, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:00:35 transreid.train INFO: Epoch[103] Iter[140/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:00:38 transreid.train INFO: Epoch[103] Iter[150/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:00:41 transreid.train INFO: Epoch[103] Iter[160/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:00:44 transreid.train INFO: Epoch[103] Iter[170/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:00:47 transreid.train INFO: Epoch[103] Iter[180/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:00:50 transreid.train INFO: Epoch[103] Iter[190/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:00:53 transreid.train INFO: Epoch[103] Iter[200/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:00:56 transreid.train INFO: Epoch[103] Iter[210/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:00:59 transreid.train INFO: Epoch[103] Iter[220/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:02 transreid.train INFO: Epoch[103] Iter[230/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:05 transreid.train INFO: Epoch[103] Iter[240/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:08 transreid.train INFO: Epoch[103] Iter[250/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:11 transreid.train INFO: Epoch[103] Iter[260/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:14 transreid.train INFO: Epoch[103] Iter[270/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:17 transreid.train INFO: Epoch[103] Iter[280/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:20 transreid.train INFO: Epoch[103] Iter[290/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:23 transreid.train INFO: Epoch[103] Iter[300/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:26 transreid.train INFO: Epoch[103] Iter[310/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:29 transreid.train INFO: Epoch[103] Iter[320/486] Loss: 0.017, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:32 transreid.train INFO: Epoch[103] Iter[330/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:35 transreid.train INFO: Epoch[103] Iter[340/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:38 transreid.train INFO: Epoch[103] Iter[350/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:41 transreid.train INFO: Epoch[103] Iter[360/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:44 transreid.train INFO: Epoch[103] Iter[370/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:47 transreid.train INFO: Epoch[103] Iter[380/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:51 transreid.train INFO: Epoch[103] Iter[390/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:54 transreid.train INFO: Epoch[103] Iter[400/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:01:57 transreid.train INFO: Epoch[103] Iter[410/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:02:00 transreid.train INFO: Epoch[103] Iter[420/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:02:03 transreid.train INFO: Epoch[103] Iter[430/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:02:06 transreid.train INFO: Epoch[103] Iter[440/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:02:09 transreid.train INFO: Epoch[103] Iter[450/486] Loss: 0.016, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:02:12 transreid.train INFO: Epoch[103] Iter[460/486] Loss: 0.015, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:02:15 transreid.train INFO: Epoch[103] Iter[470/486] Loss: 0.015, Acc: 0.999, Base Lr: 4.05e-04
2024-05-02 20:02:17 transreid.train INFO: Epoch 103 done. Time per epoch: 146.738[s] Speed: 206.7[samples/s]
2024-05-02 20:02:22 transreid.train INFO: Epoch[104] Iter[10/486] Loss: 0.015, Acc: 1.000, Base Lr: 3.61e-04
2024-05-02 20:02:25 transreid.train INFO: Epoch[104] Iter[20/486] Loss: 0.021, Acc: 0.998, Base Lr: 3.61e-04
2024-05-02 20:02:28 transreid.train INFO: Epoch[104] Iter[30/486] Loss: 0.020, Acc: 0.998, Base Lr: 3.61e-04
2024-05-02 20:02:31 transreid.train INFO: Epoch[104] Iter[40/486] Loss: 0.018, Acc: 0.998, Base Lr: 3.61e-04
2024-05-02 20:02:34 transreid.train INFO: Epoch[104] Iter[50/486] Loss: 0.017, Acc: 0.998, Base Lr: 3.61e-04
2024-05-02 20:02:37 transreid.train INFO: Epoch[104] Iter[60/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:02:40 transreid.train INFO: Epoch[104] Iter[70/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:02:43 transreid.train INFO: Epoch[104] Iter[80/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:02:46 transreid.train INFO: Epoch[104] Iter[90/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:02:49 transreid.train INFO: Epoch[104] Iter[100/486] Loss: 0.018, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:02:52 transreid.train INFO: Epoch[104] Iter[110/486] Loss: 0.018, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:02:55 transreid.train INFO: Epoch[104] Iter[120/486] Loss: 0.018, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:02:58 transreid.train INFO: Epoch[104] Iter[130/486] Loss: 0.018, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:01 transreid.train INFO: Epoch[104] Iter[140/486] Loss: 0.018, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:04 transreid.train INFO: Epoch[104] Iter[150/486] Loss: 0.018, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:07 transreid.train INFO: Epoch[104] Iter[160/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:10 transreid.train INFO: Epoch[104] Iter[170/486] Loss: 0.018, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:13 transreid.train INFO: Epoch[104] Iter[180/486] Loss: 0.018, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:16 transreid.train INFO: Epoch[104] Iter[190/486] Loss: 0.018, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:19 transreid.train INFO: Epoch[104] Iter[200/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:22 transreid.train INFO: Epoch[104] Iter[210/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:25 transreid.train INFO: Epoch[104] Iter[220/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:28 transreid.train INFO: Epoch[104] Iter[230/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:32 transreid.train INFO: Epoch[104] Iter[240/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:35 transreid.train INFO: Epoch[104] Iter[250/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:38 transreid.train INFO: Epoch[104] Iter[260/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:41 transreid.train INFO: Epoch[104] Iter[270/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:44 transreid.train INFO: Epoch[104] Iter[280/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:47 transreid.train INFO: Epoch[104] Iter[290/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:50 transreid.train INFO: Epoch[104] Iter[300/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:53 transreid.train INFO: Epoch[104] Iter[310/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:56 transreid.train INFO: Epoch[104] Iter[320/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:03:59 transreid.train INFO: Epoch[104] Iter[330/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:04:02 transreid.train INFO: Epoch[104] Iter[340/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:04:05 transreid.train INFO: Epoch[104] Iter[350/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:04:08 transreid.train INFO: Epoch[104] Iter[360/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:04:11 transreid.train INFO: Epoch[104] Iter[370/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:04:14 transreid.train INFO: Epoch[104] Iter[380/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:04:17 transreid.train INFO: Epoch[104] Iter[390/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:04:20 transreid.train INFO: Epoch[104] Iter[400/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:04:23 transreid.train INFO: Epoch[104] Iter[410/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:04:26 transreid.train INFO: Epoch[104] Iter[420/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:04:29 transreid.train INFO: Epoch[104] Iter[430/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:04:32 transreid.train INFO: Epoch[104] Iter[440/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:04:35 transreid.train INFO: Epoch[104] Iter[450/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:04:38 transreid.train INFO: Epoch[104] Iter[460/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:04:41 transreid.train INFO: Epoch[104] Iter[470/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.61e-04
2024-05-02 20:04:43 transreid.train INFO: Epoch 104 done. Time per epoch: 146.124[s] Speed: 206.7[samples/s]
2024-05-02 20:04:48 transreid.train INFO: Epoch[105] Iter[10/486] Loss: 0.025, Acc: 0.998, Base Lr: 3.20e-04
2024-05-02 20:04:51 transreid.train INFO: Epoch[105] Iter[20/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:04:54 transreid.train INFO: Epoch[105] Iter[30/486] Loss: 0.017, Acc: 0.998, Base Lr: 3.20e-04
2024-05-02 20:04:57 transreid.train INFO: Epoch[105] Iter[40/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:00 transreid.train INFO: Epoch[105] Iter[50/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:03 transreid.train INFO: Epoch[105] Iter[60/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:06 transreid.train INFO: Epoch[105] Iter[70/486] Loss: 0.017, Acc: 0.998, Base Lr: 3.20e-04
2024-05-02 20:05:09 transreid.train INFO: Epoch[105] Iter[80/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:12 transreid.train INFO: Epoch[105] Iter[90/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:15 transreid.train INFO: Epoch[105] Iter[100/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:18 transreid.train INFO: Epoch[105] Iter[110/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:21 transreid.train INFO: Epoch[105] Iter[120/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:24 transreid.train INFO: Epoch[105] Iter[130/486] Loss: 0.018, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:27 transreid.train INFO: Epoch[105] Iter[140/486] Loss: 0.019, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:30 transreid.train INFO: Epoch[105] Iter[150/486] Loss: 0.018, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:33 transreid.train INFO: Epoch[105] Iter[160/486] Loss: 0.018, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:36 transreid.train INFO: Epoch[105] Iter[170/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:39 transreid.train INFO: Epoch[105] Iter[180/486] Loss: 0.018, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:42 transreid.train INFO: Epoch[105] Iter[190/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:45 transreid.train INFO: Epoch[105] Iter[200/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:48 transreid.train INFO: Epoch[105] Iter[210/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:51 transreid.train INFO: Epoch[105] Iter[220/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:54 transreid.train INFO: Epoch[105] Iter[230/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:05:57 transreid.train INFO: Epoch[105] Iter[240/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:00 transreid.train INFO: Epoch[105] Iter[250/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:03 transreid.train INFO: Epoch[105] Iter[260/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:06 transreid.train INFO: Epoch[105] Iter[270/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:09 transreid.train INFO: Epoch[105] Iter[280/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:12 transreid.train INFO: Epoch[105] Iter[290/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:15 transreid.train INFO: Epoch[105] Iter[300/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:18 transreid.train INFO: Epoch[105] Iter[310/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:21 transreid.train INFO: Epoch[105] Iter[320/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:24 transreid.train INFO: Epoch[105] Iter[330/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:27 transreid.train INFO: Epoch[105] Iter[340/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:31 transreid.train INFO: Epoch[105] Iter[350/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:34 transreid.train INFO: Epoch[105] Iter[360/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:37 transreid.train INFO: Epoch[105] Iter[370/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:40 transreid.train INFO: Epoch[105] Iter[380/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:43 transreid.train INFO: Epoch[105] Iter[390/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:46 transreid.train INFO: Epoch[105] Iter[400/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:49 transreid.train INFO: Epoch[105] Iter[410/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:52 transreid.train INFO: Epoch[105] Iter[420/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:55 transreid.train INFO: Epoch[105] Iter[430/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:06:58 transreid.train INFO: Epoch[105] Iter[440/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:07:01 transreid.train INFO: Epoch[105] Iter[450/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:07:04 transreid.train INFO: Epoch[105] Iter[460/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:07:07 transreid.train INFO: Epoch[105] Iter[470/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.20e-04
2024-05-02 20:07:08 transreid.train INFO: Epoch 105 done. Time per epoch: 145.248[s] Speed: 207.5[samples/s]
2024-05-02 20:07:13 transreid.train INFO: Epoch[106] Iter[10/486] Loss: 0.019, Acc: 0.998, Base Lr: 2.81e-04
2024-05-02 20:07:16 transreid.train INFO: Epoch[106] Iter[20/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.81e-04
2024-05-02 20:07:19 transreid.train INFO: Epoch[106] Iter[30/486] Loss: 0.021, Acc: 0.998, Base Lr: 2.81e-04
2024-05-02 20:07:22 transreid.train INFO: Epoch[106] Iter[40/486] Loss: 0.020, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:07:25 transreid.train INFO: Epoch[106] Iter[50/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:07:28 transreid.train INFO: Epoch[106] Iter[60/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:07:31 transreid.train INFO: Epoch[106] Iter[70/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:07:34 transreid.train INFO: Epoch[106] Iter[80/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:07:38 transreid.train INFO: Epoch[106] Iter[90/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:07:41 transreid.train INFO: Epoch[106] Iter[100/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:07:43 transreid.train INFO: Epoch[106] Iter[110/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:07:46 transreid.train INFO: Epoch[106] Iter[120/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:07:49 transreid.train INFO: Epoch[106] Iter[130/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:07:52 transreid.train INFO: Epoch[106] Iter[140/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:07:56 transreid.train INFO: Epoch[106] Iter[150/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:07:59 transreid.train INFO: Epoch[106] Iter[160/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:02 transreid.train INFO: Epoch[106] Iter[170/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:05 transreid.train INFO: Epoch[106] Iter[180/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:08 transreid.train INFO: Epoch[106] Iter[190/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:11 transreid.train INFO: Epoch[106] Iter[200/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:14 transreid.train INFO: Epoch[106] Iter[210/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:17 transreid.train INFO: Epoch[106] Iter[220/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:20 transreid.train INFO: Epoch[106] Iter[230/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:23 transreid.train INFO: Epoch[106] Iter[240/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:26 transreid.train INFO: Epoch[106] Iter[250/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:29 transreid.train INFO: Epoch[106] Iter[260/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:32 transreid.train INFO: Epoch[106] Iter[270/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:35 transreid.train INFO: Epoch[106] Iter[280/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:38 transreid.train INFO: Epoch[106] Iter[290/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:41 transreid.train INFO: Epoch[106] Iter[300/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:44 transreid.train INFO: Epoch[106] Iter[310/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:47 transreid.train INFO: Epoch[106] Iter[320/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:50 transreid.train INFO: Epoch[106] Iter[330/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:53 transreid.train INFO: Epoch[106] Iter[340/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:56 transreid.train INFO: Epoch[106] Iter[350/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:08:59 transreid.train INFO: Epoch[106] Iter[360/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:09:02 transreid.train INFO: Epoch[106] Iter[370/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:09:05 transreid.train INFO: Epoch[106] Iter[380/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:09:08 transreid.train INFO: Epoch[106] Iter[390/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:09:12 transreid.train INFO: Epoch[106] Iter[400/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:09:14 transreid.train INFO: Epoch[106] Iter[410/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:09:18 transreid.train INFO: Epoch[106] Iter[420/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:09:21 transreid.train INFO: Epoch[106] Iter[430/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:09:24 transreid.train INFO: Epoch[106] Iter[440/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:09:27 transreid.train INFO: Epoch[106] Iter[450/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:09:30 transreid.train INFO: Epoch[106] Iter[460/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:09:33 transreid.train INFO: Epoch[106] Iter[470/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.81e-04
2024-05-02 20:09:34 transreid.train INFO: Epoch 106 done. Time per epoch: 146.051[s] Speed: 206.8[samples/s]
2024-05-02 20:09:40 transreid.train INFO: Epoch[107] Iter[10/486] Loss: 0.017, Acc: 0.998, Base Lr: 2.45e-04
2024-05-02 20:09:43 transreid.train INFO: Epoch[107] Iter[20/486] Loss: 0.020, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:09:46 transreid.train INFO: Epoch[107] Iter[30/486] Loss: 0.023, Acc: 0.998, Base Lr: 2.45e-04
2024-05-02 20:09:49 transreid.train INFO: Epoch[107] Iter[40/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.45e-04
2024-05-02 20:09:52 transreid.train INFO: Epoch[107] Iter[50/486] Loss: 0.021, Acc: 0.998, Base Lr: 2.45e-04
2024-05-02 20:09:55 transreid.train INFO: Epoch[107] Iter[60/486] Loss: 0.020, Acc: 0.998, Base Lr: 2.45e-04
2024-05-02 20:09:58 transreid.train INFO: Epoch[107] Iter[70/486] Loss: 0.019, Acc: 0.998, Base Lr: 2.45e-04
2024-05-02 20:10:01 transreid.train INFO: Epoch[107] Iter[80/486] Loss: 0.019, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:10:04 transreid.train INFO: Epoch[107] Iter[90/486] Loss: 0.019, Acc: 0.998, Base Lr: 2.45e-04
2024-05-02 20:10:07 transreid.train INFO: Epoch[107] Iter[100/486] Loss: 0.019, Acc: 0.998, Base Lr: 2.45e-04
2024-05-02 20:10:10 transreid.train INFO: Epoch[107] Iter[110/486] Loss: 0.019, Acc: 0.998, Base Lr: 2.45e-04
2024-05-02 20:10:13 transreid.train INFO: Epoch[107] Iter[120/486] Loss: 0.019, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:10:16 transreid.train INFO: Epoch[107] Iter[130/486] Loss: 0.019, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:10:19 transreid.train INFO: Epoch[107] Iter[140/486] Loss: 0.019, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:10:22 transreid.train INFO: Epoch[107] Iter[150/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:10:25 transreid.train INFO: Epoch[107] Iter[160/486] Loss: 0.018, Acc: 0.998, Base Lr: 2.45e-04
2024-05-02 20:10:28 transreid.train INFO: Epoch[107] Iter[170/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:10:31 transreid.train INFO: Epoch[107] Iter[180/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:10:34 transreid.train INFO: Epoch[107] Iter[190/486] Loss: 0.018, Acc: 0.998, Base Lr: 2.45e-04
2024-05-02 20:10:37 transreid.train INFO: Epoch[107] Iter[200/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:10:40 transreid.train INFO: Epoch[107] Iter[210/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:10:43 transreid.train INFO: Epoch[107] Iter[220/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:10:46 transreid.train INFO: Epoch[107] Iter[230/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:10:49 transreid.train INFO: Epoch[107] Iter[240/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:10:52 transreid.train INFO: Epoch[107] Iter[250/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:10:55 transreid.train INFO: Epoch[107] Iter[260/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:10:58 transreid.train INFO: Epoch[107] Iter[270/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:01 transreid.train INFO: Epoch[107] Iter[280/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:04 transreid.train INFO: Epoch[107] Iter[290/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:07 transreid.train INFO: Epoch[107] Iter[300/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:10 transreid.train INFO: Epoch[107] Iter[310/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:13 transreid.train INFO: Epoch[107] Iter[320/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:16 transreid.train INFO: Epoch[107] Iter[330/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:19 transreid.train INFO: Epoch[107] Iter[340/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:22 transreid.train INFO: Epoch[107] Iter[350/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:25 transreid.train INFO: Epoch[107] Iter[360/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:28 transreid.train INFO: Epoch[107] Iter[370/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:31 transreid.train INFO: Epoch[107] Iter[380/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:34 transreid.train INFO: Epoch[107] Iter[390/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:37 transreid.train INFO: Epoch[107] Iter[400/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:40 transreid.train INFO: Epoch[107] Iter[410/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:43 transreid.train INFO: Epoch[107] Iter[420/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:46 transreid.train INFO: Epoch[107] Iter[430/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:50 transreid.train INFO: Epoch[107] Iter[440/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:53 transreid.train INFO: Epoch[107] Iter[450/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:56 transreid.train INFO: Epoch[107] Iter[460/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:11:59 transreid.train INFO: Epoch[107] Iter[470/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.45e-04
2024-05-02 20:12:00 transreid.train INFO: Epoch 107 done. Time per epoch: 146.454[s] Speed: 207.1[samples/s]
2024-05-02 20:12:06 transreid.train INFO: Epoch[108] Iter[10/486] Loss: 0.016, Acc: 0.997, Base Lr: 2.11e-04
2024-05-02 20:12:09 transreid.train INFO: Epoch[108] Iter[20/486] Loss: 0.023, Acc: 0.997, Base Lr: 2.11e-04
2024-05-02 20:12:12 transreid.train INFO: Epoch[108] Iter[30/486] Loss: 0.020, Acc: 0.998, Base Lr: 2.11e-04
2024-05-02 20:12:15 transreid.train INFO: Epoch[108] Iter[40/486] Loss: 0.021, Acc: 0.998, Base Lr: 2.11e-04
2024-05-02 20:12:18 transreid.train INFO: Epoch[108] Iter[50/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.11e-04
2024-05-02 20:12:21 transreid.train INFO: Epoch[108] Iter[60/486] Loss: 0.022, Acc: 0.998, Base Lr: 2.11e-04
2024-05-02 20:12:24 transreid.train INFO: Epoch[108] Iter[70/486] Loss: 0.020, Acc: 0.998, Base Lr: 2.11e-04
2024-05-02 20:12:27 transreid.train INFO: Epoch[108] Iter[80/486] Loss: 0.020, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:12:30 transreid.train INFO: Epoch[108] Iter[90/486] Loss: 0.019, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:12:33 transreid.train INFO: Epoch[108] Iter[100/486] Loss: 0.019, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:12:36 transreid.train INFO: Epoch[108] Iter[110/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:12:39 transreid.train INFO: Epoch[108] Iter[120/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:12:42 transreid.train INFO: Epoch[108] Iter[130/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:12:45 transreid.train INFO: Epoch[108] Iter[140/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:12:48 transreid.train INFO: Epoch[108] Iter[150/486] Loss: 0.019, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:12:51 transreid.train INFO: Epoch[108] Iter[160/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:12:54 transreid.train INFO: Epoch[108] Iter[170/486] Loss: 0.019, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:12:57 transreid.train INFO: Epoch[108] Iter[180/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:00 transreid.train INFO: Epoch[108] Iter[190/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:03 transreid.train INFO: Epoch[108] Iter[200/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:06 transreid.train INFO: Epoch[108] Iter[210/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:09 transreid.train INFO: Epoch[108] Iter[220/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:12 transreid.train INFO: Epoch[108] Iter[230/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:15 transreid.train INFO: Epoch[108] Iter[240/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:18 transreid.train INFO: Epoch[108] Iter[250/486] Loss: 0.018, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:21 transreid.train INFO: Epoch[108] Iter[260/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:24 transreid.train INFO: Epoch[108] Iter[270/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:27 transreid.train INFO: Epoch[108] Iter[280/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:30 transreid.train INFO: Epoch[108] Iter[290/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:33 transreid.train INFO: Epoch[108] Iter[300/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:36 transreid.train INFO: Epoch[108] Iter[310/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:39 transreid.train INFO: Epoch[108] Iter[320/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:42 transreid.train INFO: Epoch[108] Iter[330/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:46 transreid.train INFO: Epoch[108] Iter[340/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:49 transreid.train INFO: Epoch[108] Iter[350/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:52 transreid.train INFO: Epoch[108] Iter[360/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:55 transreid.train INFO: Epoch[108] Iter[370/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:13:58 transreid.train INFO: Epoch[108] Iter[380/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:14:01 transreid.train INFO: Epoch[108] Iter[390/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:14:04 transreid.train INFO: Epoch[108] Iter[400/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:14:07 transreid.train INFO: Epoch[108] Iter[410/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:14:10 transreid.train INFO: Epoch[108] Iter[420/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:14:13 transreid.train INFO: Epoch[108] Iter[430/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:14:16 transreid.train INFO: Epoch[108] Iter[440/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:14:19 transreid.train INFO: Epoch[108] Iter[450/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:14:22 transreid.train INFO: Epoch[108] Iter[460/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:14:25 transreid.train INFO: Epoch[108] Iter[470/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.11e-04
2024-05-02 20:14:27 transreid.train INFO: Epoch 108 done. Time per epoch: 146.315[s] Speed: 206.9[samples/s]
2024-05-02 20:14:32 transreid.train INFO: Epoch[109] Iter[10/486] Loss: 0.015, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:14:35 transreid.train INFO: Epoch[109] Iter[20/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:14:38 transreid.train INFO: Epoch[109] Iter[30/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:14:41 transreid.train INFO: Epoch[109] Iter[40/486] Loss: 0.018, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:14:44 transreid.train INFO: Epoch[109] Iter[50/486] Loss: 0.016, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:14:47 transreid.train INFO: Epoch[109] Iter[60/486] Loss: 0.015, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:14:50 transreid.train INFO: Epoch[109] Iter[70/486] Loss: 0.015, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:14:53 transreid.train INFO: Epoch[109] Iter[80/486] Loss: 0.015, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:14:56 transreid.train INFO: Epoch[109] Iter[90/486] Loss: 0.015, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:14:59 transreid.train INFO: Epoch[109] Iter[100/486] Loss: 0.016, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:15:02 transreid.train INFO: Epoch[109] Iter[110/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:15:05 transreid.train INFO: Epoch[109] Iter[120/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:15:08 transreid.train INFO: Epoch[109] Iter[130/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:15:11 transreid.train INFO: Epoch[109] Iter[140/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:15:14 transreid.train INFO: Epoch[109] Iter[150/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:15:17 transreid.train INFO: Epoch[109] Iter[160/486] Loss: 0.017, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:15:20 transreid.train INFO: Epoch[109] Iter[170/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:15:23 transreid.train INFO: Epoch[109] Iter[180/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:15:26 transreid.train INFO: Epoch[109] Iter[190/486] Loss: 0.017, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:15:29 transreid.train INFO: Epoch[109] Iter[200/486] Loss: 0.017, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:15:32 transreid.train INFO: Epoch[109] Iter[210/486] Loss: 0.017, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:15:35 transreid.train INFO: Epoch[109] Iter[220/486] Loss: 0.016, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:15:38 transreid.train INFO: Epoch[109] Iter[230/486] Loss: 0.016, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:15:41 transreid.train INFO: Epoch[109] Iter[240/486] Loss: 0.016, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:15:44 transreid.train INFO: Epoch[109] Iter[250/486] Loss: 0.016, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:15:47 transreid.train INFO: Epoch[109] Iter[260/486] Loss: 0.016, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:15:50 transreid.train INFO: Epoch[109] Iter[270/486] Loss: 0.016, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:15:53 transreid.train INFO: Epoch[109] Iter[280/486] Loss: 0.016, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:15:56 transreid.train INFO: Epoch[109] Iter[290/486] Loss: 0.016, Acc: 1.000, Base Lr: 1.80e-04
2024-05-02 20:15:59 transreid.train INFO: Epoch[109] Iter[300/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:03 transreid.train INFO: Epoch[109] Iter[310/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:06 transreid.train INFO: Epoch[109] Iter[320/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:09 transreid.train INFO: Epoch[109] Iter[330/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:12 transreid.train INFO: Epoch[109] Iter[340/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:15 transreid.train INFO: Epoch[109] Iter[350/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:18 transreid.train INFO: Epoch[109] Iter[360/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:21 transreid.train INFO: Epoch[109] Iter[370/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:24 transreid.train INFO: Epoch[109] Iter[380/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:27 transreid.train INFO: Epoch[109] Iter[390/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:30 transreid.train INFO: Epoch[109] Iter[400/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:33 transreid.train INFO: Epoch[109] Iter[410/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:36 transreid.train INFO: Epoch[109] Iter[420/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:39 transreid.train INFO: Epoch[109] Iter[430/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:42 transreid.train INFO: Epoch[109] Iter[440/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:45 transreid.train INFO: Epoch[109] Iter[450/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:48 transreid.train INFO: Epoch[109] Iter[460/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:51 transreid.train INFO: Epoch[109] Iter[470/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.80e-04
2024-05-02 20:16:52 transreid.train INFO: Epoch 109 done. Time per epoch: 145.631[s] Speed: 207.9[samples/s]
2024-05-02 20:16:58 transreid.train INFO: Epoch[110] Iter[10/486] Loss: 0.018, Acc: 1.000, Base Lr: 1.52e-04
2024-05-02 20:17:01 transreid.train INFO: Epoch[110] Iter[20/486] Loss: 0.019, Acc: 0.998, Base Lr: 1.52e-04
2024-05-02 20:17:04 transreid.train INFO: Epoch[110] Iter[30/486] Loss: 0.018, Acc: 0.998, Base Lr: 1.52e-04
2024-05-02 20:17:07 transreid.train INFO: Epoch[110] Iter[40/486] Loss: 0.017, Acc: 0.998, Base Lr: 1.52e-04
2024-05-02 20:17:10 transreid.train INFO: Epoch[110] Iter[50/486] Loss: 0.021, Acc: 0.998, Base Lr: 1.52e-04
2024-05-02 20:17:13 transreid.train INFO: Epoch[110] Iter[60/486] Loss: 0.022, Acc: 0.998, Base Lr: 1.52e-04
2024-05-02 20:17:16 transreid.train INFO: Epoch[110] Iter[70/486] Loss: 0.022, Acc: 0.998, Base Lr: 1.52e-04
2024-05-02 20:17:19 transreid.train INFO: Epoch[110] Iter[80/486] Loss: 0.022, Acc: 0.998, Base Lr: 1.52e-04
2024-05-02 20:17:22 transreid.train INFO: Epoch[110] Iter[90/486] Loss: 0.021, Acc: 0.998, Base Lr: 1.52e-04
2024-05-02 20:17:25 transreid.train INFO: Epoch[110] Iter[100/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:17:28 transreid.train INFO: Epoch[110] Iter[110/486] Loss: 0.021, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:17:31 transreid.train INFO: Epoch[110] Iter[120/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:17:34 transreid.train INFO: Epoch[110] Iter[130/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:17:37 transreid.train INFO: Epoch[110] Iter[140/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:17:40 transreid.train INFO: Epoch[110] Iter[150/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:17:43 transreid.train INFO: Epoch[110] Iter[160/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:17:46 transreid.train INFO: Epoch[110] Iter[170/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:17:49 transreid.train INFO: Epoch[110] Iter[180/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:17:52 transreid.train INFO: Epoch[110] Iter[190/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:17:55 transreid.train INFO: Epoch[110] Iter[200/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:17:58 transreid.train INFO: Epoch[110] Iter[210/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:01 transreid.train INFO: Epoch[110] Iter[220/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:04 transreid.train INFO: Epoch[110] Iter[230/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:07 transreid.train INFO: Epoch[110] Iter[240/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:10 transreid.train INFO: Epoch[110] Iter[250/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:13 transreid.train INFO: Epoch[110] Iter[260/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:16 transreid.train INFO: Epoch[110] Iter[270/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:19 transreid.train INFO: Epoch[110] Iter[280/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:22 transreid.train INFO: Epoch[110] Iter[290/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:25 transreid.train INFO: Epoch[110] Iter[300/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:28 transreid.train INFO: Epoch[110] Iter[310/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:31 transreid.train INFO: Epoch[110] Iter[320/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:34 transreid.train INFO: Epoch[110] Iter[330/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:37 transreid.train INFO: Epoch[110] Iter[340/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:40 transreid.train INFO: Epoch[110] Iter[350/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:43 transreid.train INFO: Epoch[110] Iter[360/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:46 transreid.train INFO: Epoch[110] Iter[370/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:49 transreid.train INFO: Epoch[110] Iter[380/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:52 transreid.train INFO: Epoch[110] Iter[390/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:55 transreid.train INFO: Epoch[110] Iter[400/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:18:58 transreid.train INFO: Epoch[110] Iter[410/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:19:01 transreid.train INFO: Epoch[110] Iter[420/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:19:04 transreid.train INFO: Epoch[110] Iter[430/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:19:07 transreid.train INFO: Epoch[110] Iter[440/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:19:10 transreid.train INFO: Epoch[110] Iter[450/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:19:13 transreid.train INFO: Epoch[110] Iter[460/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:19:16 transreid.train INFO: Epoch[110] Iter[470/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.52e-04
2024-05-02 20:19:18 transreid.train INFO: Epoch 110 done. Time per epoch: 145.476[s] Speed: 208.1[samples/s]
2024-05-02 20:19:23 transreid.train INFO: Epoch[111] Iter[10/486] Loss: 0.010, Acc: 1.000, Base Lr: 1.26e-04
2024-05-02 20:19:26 transreid.train INFO: Epoch[111] Iter[20/486] Loss: 0.014, Acc: 0.998, Base Lr: 1.26e-04
2024-05-02 20:19:29 transreid.train INFO: Epoch[111] Iter[30/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:19:32 transreid.train INFO: Epoch[111] Iter[40/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:19:35 transreid.train INFO: Epoch[111] Iter[50/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:19:38 transreid.train INFO: Epoch[111] Iter[60/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:19:41 transreid.train INFO: Epoch[111] Iter[70/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:19:44 transreid.train INFO: Epoch[111] Iter[80/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:19:47 transreid.train INFO: Epoch[111] Iter[90/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:19:50 transreid.train INFO: Epoch[111] Iter[100/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:19:53 transreid.train INFO: Epoch[111] Iter[110/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:19:56 transreid.train INFO: Epoch[111] Iter[120/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:19:59 transreid.train INFO: Epoch[111] Iter[130/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:02 transreid.train INFO: Epoch[111] Iter[140/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:05 transreid.train INFO: Epoch[111] Iter[150/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:08 transreid.train INFO: Epoch[111] Iter[160/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:11 transreid.train INFO: Epoch[111] Iter[170/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:14 transreid.train INFO: Epoch[111] Iter[180/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:17 transreid.train INFO: Epoch[111] Iter[190/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:20 transreid.train INFO: Epoch[111] Iter[200/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:23 transreid.train INFO: Epoch[111] Iter[210/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:26 transreid.train INFO: Epoch[111] Iter[220/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:30 transreid.train INFO: Epoch[111] Iter[230/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:33 transreid.train INFO: Epoch[111] Iter[240/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:36 transreid.train INFO: Epoch[111] Iter[250/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:39 transreid.train INFO: Epoch[111] Iter[260/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:42 transreid.train INFO: Epoch[111] Iter[270/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:45 transreid.train INFO: Epoch[111] Iter[280/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:48 transreid.train INFO: Epoch[111] Iter[290/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:51 transreid.train INFO: Epoch[111] Iter[300/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:54 transreid.train INFO: Epoch[111] Iter[310/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:20:57 transreid.train INFO: Epoch[111] Iter[320/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:21:00 transreid.train INFO: Epoch[111] Iter[330/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:21:03 transreid.train INFO: Epoch[111] Iter[340/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:21:06 transreid.train INFO: Epoch[111] Iter[350/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:21:09 transreid.train INFO: Epoch[111] Iter[360/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:21:12 transreid.train INFO: Epoch[111] Iter[370/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:21:15 transreid.train INFO: Epoch[111] Iter[380/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:21:18 transreid.train INFO: Epoch[111] Iter[390/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:21:21 transreid.train INFO: Epoch[111] Iter[400/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:21:24 transreid.train INFO: Epoch[111] Iter[410/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:21:27 transreid.train INFO: Epoch[111] Iter[420/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:21:30 transreid.train INFO: Epoch[111] Iter[430/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:21:33 transreid.train INFO: Epoch[111] Iter[440/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:21:36 transreid.train INFO: Epoch[111] Iter[450/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:21:39 transreid.train INFO: Epoch[111] Iter[460/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:21:42 transreid.train INFO: Epoch[111] Iter[470/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.26e-04
2024-05-02 20:21:44 transreid.train INFO: Epoch 111 done. Time per epoch: 145.929[s] Speed: 207.4[samples/s]
2024-05-02 20:21:51 transreid.train INFO: Epoch[112] Iter[10/486] Loss: 0.024, Acc: 1.000, Base Lr: 1.03e-04
2024-05-02 20:21:54 transreid.train INFO: Epoch[112] Iter[20/486] Loss: 0.017, Acc: 1.000, Base Lr: 1.03e-04
2024-05-02 20:21:57 transreid.train INFO: Epoch[112] Iter[30/486] Loss: 0.020, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:00 transreid.train INFO: Epoch[112] Iter[40/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:03 transreid.train INFO: Epoch[112] Iter[50/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:06 transreid.train INFO: Epoch[112] Iter[60/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:09 transreid.train INFO: Epoch[112] Iter[70/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:12 transreid.train INFO: Epoch[112] Iter[80/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:15 transreid.train INFO: Epoch[112] Iter[90/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:18 transreid.train INFO: Epoch[112] Iter[100/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:21 transreid.train INFO: Epoch[112] Iter[110/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:24 transreid.train INFO: Epoch[112] Iter[120/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:27 transreid.train INFO: Epoch[112] Iter[130/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:30 transreid.train INFO: Epoch[112] Iter[140/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:33 transreid.train INFO: Epoch[112] Iter[150/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:36 transreid.train INFO: Epoch[112] Iter[160/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:39 transreid.train INFO: Epoch[112] Iter[170/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:42 transreid.train INFO: Epoch[112] Iter[180/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:45 transreid.train INFO: Epoch[112] Iter[190/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:48 transreid.train INFO: Epoch[112] Iter[200/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:51 transreid.train INFO: Epoch[112] Iter[210/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:54 transreid.train INFO: Epoch[112] Iter[220/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:22:57 transreid.train INFO: Epoch[112] Iter[230/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:00 transreid.train INFO: Epoch[112] Iter[240/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:03 transreid.train INFO: Epoch[112] Iter[250/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:06 transreid.train INFO: Epoch[112] Iter[260/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:09 transreid.train INFO: Epoch[112] Iter[270/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:12 transreid.train INFO: Epoch[112] Iter[280/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:15 transreid.train INFO: Epoch[112] Iter[290/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:18 transreid.train INFO: Epoch[112] Iter[300/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:21 transreid.train INFO: Epoch[112] Iter[310/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:24 transreid.train INFO: Epoch[112] Iter[320/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:27 transreid.train INFO: Epoch[112] Iter[330/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:30 transreid.train INFO: Epoch[112] Iter[340/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:33 transreid.train INFO: Epoch[112] Iter[350/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:36 transreid.train INFO: Epoch[112] Iter[360/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:39 transreid.train INFO: Epoch[112] Iter[370/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:42 transreid.train INFO: Epoch[112] Iter[380/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:45 transreid.train INFO: Epoch[112] Iter[390/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:48 transreid.train INFO: Epoch[112] Iter[400/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:51 transreid.train INFO: Epoch[112] Iter[410/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:54 transreid.train INFO: Epoch[112] Iter[420/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:23:57 transreid.train INFO: Epoch[112] Iter[430/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:24:00 transreid.train INFO: Epoch[112] Iter[440/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:24:03 transreid.train INFO: Epoch[112] Iter[450/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:24:06 transreid.train INFO: Epoch[112] Iter[460/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:24:10 transreid.train INFO: Epoch[112] Iter[470/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.03e-04
2024-05-02 20:24:11 transreid.train INFO: Epoch 112 done. Time per epoch: 146.979[s] Speed: 205.5[samples/s]
2024-05-02 20:24:17 transreid.train INFO: Epoch[113] Iter[10/486] Loss: 0.011, Acc: 1.000, Base Lr: 8.28e-05
2024-05-02 20:24:20 transreid.train INFO: Epoch[113] Iter[20/486] Loss: 0.015, Acc: 1.000, Base Lr: 8.28e-05
2024-05-02 20:24:23 transreid.train INFO: Epoch[113] Iter[30/486] Loss: 0.013, Acc: 1.000, Base Lr: 8.28e-05
2024-05-02 20:24:26 transreid.train INFO: Epoch[113] Iter[40/486] Loss: 0.013, Acc: 1.000, Base Lr: 8.28e-05
2024-05-02 20:24:29 transreid.train INFO: Epoch[113] Iter[50/486] Loss: 0.014, Acc: 1.000, Base Lr: 8.28e-05
2024-05-02 20:24:32 transreid.train INFO: Epoch[113] Iter[60/486] Loss: 0.014, Acc: 1.000, Base Lr: 8.28e-05
2024-05-02 20:24:35 transreid.train INFO: Epoch[113] Iter[70/486] Loss: 0.014, Acc: 1.000, Base Lr: 8.28e-05
2024-05-02 20:24:38 transreid.train INFO: Epoch[113] Iter[80/486] Loss: 0.014, Acc: 1.000, Base Lr: 8.28e-05
2024-05-02 20:24:41 transreid.train INFO: Epoch[113] Iter[90/486] Loss: 0.014, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:24:44 transreid.train INFO: Epoch[113] Iter[100/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:24:47 transreid.train INFO: Epoch[113] Iter[110/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:24:50 transreid.train INFO: Epoch[113] Iter[120/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:24:53 transreid.train INFO: Epoch[113] Iter[130/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:24:56 transreid.train INFO: Epoch[113] Iter[140/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:24:59 transreid.train INFO: Epoch[113] Iter[150/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:02 transreid.train INFO: Epoch[113] Iter[160/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:05 transreid.train INFO: Epoch[113] Iter[170/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:08 transreid.train INFO: Epoch[113] Iter[180/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:11 transreid.train INFO: Epoch[113] Iter[190/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:14 transreid.train INFO: Epoch[113] Iter[200/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:17 transreid.train INFO: Epoch[113] Iter[210/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:20 transreid.train INFO: Epoch[113] Iter[220/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:23 transreid.train INFO: Epoch[113] Iter[230/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:26 transreid.train INFO: Epoch[113] Iter[240/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:29 transreid.train INFO: Epoch[113] Iter[250/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:32 transreid.train INFO: Epoch[113] Iter[260/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:35 transreid.train INFO: Epoch[113] Iter[270/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:38 transreid.train INFO: Epoch[113] Iter[280/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:41 transreid.train INFO: Epoch[113] Iter[290/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:44 transreid.train INFO: Epoch[113] Iter[300/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:47 transreid.train INFO: Epoch[113] Iter[310/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:50 transreid.train INFO: Epoch[113] Iter[320/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:53 transreid.train INFO: Epoch[113] Iter[330/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:56 transreid.train INFO: Epoch[113] Iter[340/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:25:59 transreid.train INFO: Epoch[113] Iter[350/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:26:02 transreid.train INFO: Epoch[113] Iter[360/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:26:05 transreid.train INFO: Epoch[113] Iter[370/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:26:08 transreid.train INFO: Epoch[113] Iter[380/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:26:11 transreid.train INFO: Epoch[113] Iter[390/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:26:14 transreid.train INFO: Epoch[113] Iter[400/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:26:17 transreid.train INFO: Epoch[113] Iter[410/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:26:20 transreid.train INFO: Epoch[113] Iter[420/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:26:23 transreid.train INFO: Epoch[113] Iter[430/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:26:26 transreid.train INFO: Epoch[113] Iter[440/486] Loss: 0.016, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:26:29 transreid.train INFO: Epoch[113] Iter[450/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:26:32 transreid.train INFO: Epoch[113] Iter[460/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:26:35 transreid.train INFO: Epoch[113] Iter[470/486] Loss: 0.015, Acc: 0.999, Base Lr: 8.28e-05
2024-05-02 20:26:38 transreid.train INFO: Epoch 113 done. Time per epoch: 146.900[s] Speed: 206.9[samples/s]
2024-05-02 20:26:43 transreid.train INFO: Epoch[114] Iter[10/486] Loss: 0.018, Acc: 1.000, Base Lr: 6.51e-05
2024-05-02 20:26:46 transreid.train INFO: Epoch[114] Iter[20/486] Loss: 0.020, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:26:49 transreid.train INFO: Epoch[114] Iter[30/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:26:52 transreid.train INFO: Epoch[114] Iter[40/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:26:55 transreid.train INFO: Epoch[114] Iter[50/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:26:58 transreid.train INFO: Epoch[114] Iter[60/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:01 transreid.train INFO: Epoch[114] Iter[70/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:04 transreid.train INFO: Epoch[114] Iter[80/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:07 transreid.train INFO: Epoch[114] Iter[90/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:10 transreid.train INFO: Epoch[114] Iter[100/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:13 transreid.train INFO: Epoch[114] Iter[110/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:16 transreid.train INFO: Epoch[114] Iter[120/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:19 transreid.train INFO: Epoch[114] Iter[130/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:22 transreid.train INFO: Epoch[114] Iter[140/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:25 transreid.train INFO: Epoch[114] Iter[150/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:28 transreid.train INFO: Epoch[114] Iter[160/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:31 transreid.train INFO: Epoch[114] Iter[170/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:34 transreid.train INFO: Epoch[114] Iter[180/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:37 transreid.train INFO: Epoch[114] Iter[190/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:40 transreid.train INFO: Epoch[114] Iter[200/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:43 transreid.train INFO: Epoch[114] Iter[210/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:46 transreid.train INFO: Epoch[114] Iter[220/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:49 transreid.train INFO: Epoch[114] Iter[230/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:52 transreid.train INFO: Epoch[114] Iter[240/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:55 transreid.train INFO: Epoch[114] Iter[250/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:27:58 transreid.train INFO: Epoch[114] Iter[260/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:01 transreid.train INFO: Epoch[114] Iter[270/486] Loss: 0.017, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:04 transreid.train INFO: Epoch[114] Iter[280/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:07 transreid.train INFO: Epoch[114] Iter[290/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:11 transreid.train INFO: Epoch[114] Iter[300/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:13 transreid.train INFO: Epoch[114] Iter[310/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:16 transreid.train INFO: Epoch[114] Iter[320/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:19 transreid.train INFO: Epoch[114] Iter[330/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:23 transreid.train INFO: Epoch[114] Iter[340/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:26 transreid.train INFO: Epoch[114] Iter[350/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:29 transreid.train INFO: Epoch[114] Iter[360/486] Loss: 0.016, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:32 transreid.train INFO: Epoch[114] Iter[370/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:35 transreid.train INFO: Epoch[114] Iter[380/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:38 transreid.train INFO: Epoch[114] Iter[390/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:41 transreid.train INFO: Epoch[114] Iter[400/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:44 transreid.train INFO: Epoch[114] Iter[410/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:47 transreid.train INFO: Epoch[114] Iter[420/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:50 transreid.train INFO: Epoch[114] Iter[430/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:53 transreid.train INFO: Epoch[114] Iter[440/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:56 transreid.train INFO: Epoch[114] Iter[450/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:28:59 transreid.train INFO: Epoch[114] Iter[460/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:29:02 transreid.train INFO: Epoch[114] Iter[470/486] Loss: 0.015, Acc: 0.999, Base Lr: 6.51e-05
2024-05-02 20:29:04 transreid.train INFO: Epoch 114 done. Time per epoch: 146.182[s] Speed: 207.1[samples/s]
2024-05-02 20:29:09 transreid.train INFO: Epoch[115] Iter[10/486] Loss: 0.022, Acc: 1.000, Base Lr: 5.02e-05
2024-05-02 20:29:12 transreid.train INFO: Epoch[115] Iter[20/486] Loss: 0.019, Acc: 1.000, Base Lr: 5.02e-05
2024-05-02 20:29:15 transreid.train INFO: Epoch[115] Iter[30/486] Loss: 0.018, Acc: 1.000, Base Lr: 5.02e-05
2024-05-02 20:29:18 transreid.train INFO: Epoch[115] Iter[40/486] Loss: 0.019, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:29:21 transreid.train INFO: Epoch[115] Iter[50/486] Loss: 0.020, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:29:24 transreid.train INFO: Epoch[115] Iter[60/486] Loss: 0.020, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:29:27 transreid.train INFO: Epoch[115] Iter[70/486] Loss: 0.019, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:29:30 transreid.train INFO: Epoch[115] Iter[80/486] Loss: 0.019, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:29:33 transreid.train INFO: Epoch[115] Iter[90/486] Loss: 0.019, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:29:36 transreid.train INFO: Epoch[115] Iter[100/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:29:39 transreid.train INFO: Epoch[115] Iter[110/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:29:42 transreid.train INFO: Epoch[115] Iter[120/486] Loss: 0.019, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:29:45 transreid.train INFO: Epoch[115] Iter[130/486] Loss: 0.019, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:29:48 transreid.train INFO: Epoch[115] Iter[140/486] Loss: 0.019, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:29:51 transreid.train INFO: Epoch[115] Iter[150/486] Loss: 0.019, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:29:54 transreid.train INFO: Epoch[115] Iter[160/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:29:57 transreid.train INFO: Epoch[115] Iter[170/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:00 transreid.train INFO: Epoch[115] Iter[180/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:03 transreid.train INFO: Epoch[115] Iter[190/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:06 transreid.train INFO: Epoch[115] Iter[200/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:09 transreid.train INFO: Epoch[115] Iter[210/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:12 transreid.train INFO: Epoch[115] Iter[220/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:15 transreid.train INFO: Epoch[115] Iter[230/486] Loss: 0.018, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:18 transreid.train INFO: Epoch[115] Iter[240/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:22 transreid.train INFO: Epoch[115] Iter[250/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:25 transreid.train INFO: Epoch[115] Iter[260/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:28 transreid.train INFO: Epoch[115] Iter[270/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:31 transreid.train INFO: Epoch[115] Iter[280/486] Loss: 0.017, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:34 transreid.train INFO: Epoch[115] Iter[290/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:37 transreid.train INFO: Epoch[115] Iter[300/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:40 transreid.train INFO: Epoch[115] Iter[310/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:43 transreid.train INFO: Epoch[115] Iter[320/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:46 transreid.train INFO: Epoch[115] Iter[330/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:49 transreid.train INFO: Epoch[115] Iter[340/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:52 transreid.train INFO: Epoch[115] Iter[350/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:55 transreid.train INFO: Epoch[115] Iter[360/486] Loss: 0.016, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:30:58 transreid.train INFO: Epoch[115] Iter[370/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:31:01 transreid.train INFO: Epoch[115] Iter[380/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:31:04 transreid.train INFO: Epoch[115] Iter[390/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:31:07 transreid.train INFO: Epoch[115] Iter[400/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:31:10 transreid.train INFO: Epoch[115] Iter[410/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:31:13 transreid.train INFO: Epoch[115] Iter[420/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:31:16 transreid.train INFO: Epoch[115] Iter[430/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:31:19 transreid.train INFO: Epoch[115] Iter[440/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:31:22 transreid.train INFO: Epoch[115] Iter[450/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:31:25 transreid.train INFO: Epoch[115] Iter[460/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:31:28 transreid.train INFO: Epoch[115] Iter[470/486] Loss: 0.015, Acc: 0.999, Base Lr: 5.02e-05
2024-05-02 20:31:29 transreid.train INFO: Epoch 115 done. Time per epoch: 145.537[s] Speed: 208.0[samples/s]
2024-05-02 20:31:35 transreid.train INFO: Epoch[116] Iter[10/486] Loss: 0.012, Acc: 1.000, Base Lr: 3.79e-05
2024-05-02 20:31:38 transreid.train INFO: Epoch[116] Iter[20/486] Loss: 0.013, Acc: 1.000, Base Lr: 3.79e-05
2024-05-02 20:31:41 transreid.train INFO: Epoch[116] Iter[30/486] Loss: 0.013, Acc: 1.000, Base Lr: 3.79e-05
2024-05-02 20:31:44 transreid.train INFO: Epoch[116] Iter[40/486] Loss: 0.014, Acc: 1.000, Base Lr: 3.79e-05
2024-05-02 20:31:47 transreid.train INFO: Epoch[116] Iter[50/486] Loss: 0.016, Acc: 1.000, Base Lr: 3.79e-05
2024-05-02 20:31:50 transreid.train INFO: Epoch[116] Iter[60/486] Loss: 0.015, Acc: 1.000, Base Lr: 3.79e-05
2024-05-02 20:31:53 transreid.train INFO: Epoch[116] Iter[70/486] Loss: 0.015, Acc: 1.000, Base Lr: 3.79e-05
2024-05-02 20:31:56 transreid.train INFO: Epoch[116] Iter[80/486] Loss: 0.015, Acc: 1.000, Base Lr: 3.79e-05
2024-05-02 20:31:59 transreid.train INFO: Epoch[116] Iter[90/486] Loss: 0.016, Acc: 1.000, Base Lr: 3.79e-05
2024-05-02 20:32:02 transreid.train INFO: Epoch[116] Iter[100/486] Loss: 0.017, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:05 transreid.train INFO: Epoch[116] Iter[110/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:08 transreid.train INFO: Epoch[116] Iter[120/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:11 transreid.train INFO: Epoch[116] Iter[130/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:14 transreid.train INFO: Epoch[116] Iter[140/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:17 transreid.train INFO: Epoch[116] Iter[150/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:20 transreid.train INFO: Epoch[116] Iter[160/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:23 transreid.train INFO: Epoch[116] Iter[170/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:26 transreid.train INFO: Epoch[116] Iter[180/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:29 transreid.train INFO: Epoch[116] Iter[190/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:32 transreid.train INFO: Epoch[116] Iter[200/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:35 transreid.train INFO: Epoch[116] Iter[210/486] Loss: 0.016, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:38 transreid.train INFO: Epoch[116] Iter[220/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:41 transreid.train INFO: Epoch[116] Iter[230/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:44 transreid.train INFO: Epoch[116] Iter[240/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:47 transreid.train INFO: Epoch[116] Iter[250/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:50 transreid.train INFO: Epoch[116] Iter[260/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:53 transreid.train INFO: Epoch[116] Iter[270/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:56 transreid.train INFO: Epoch[116] Iter[280/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:32:59 transreid.train INFO: Epoch[116] Iter[290/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:02 transreid.train INFO: Epoch[116] Iter[300/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:05 transreid.train INFO: Epoch[116] Iter[310/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:08 transreid.train INFO: Epoch[116] Iter[320/486] Loss: 0.015, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:11 transreid.train INFO: Epoch[116] Iter[330/486] Loss: 0.014, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:14 transreid.train INFO: Epoch[116] Iter[340/486] Loss: 0.014, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:17 transreid.train INFO: Epoch[116] Iter[350/486] Loss: 0.014, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:20 transreid.train INFO: Epoch[116] Iter[360/486] Loss: 0.014, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:23 transreid.train INFO: Epoch[116] Iter[370/486] Loss: 0.014, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:26 transreid.train INFO: Epoch[116] Iter[380/486] Loss: 0.014, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:29 transreid.train INFO: Epoch[116] Iter[390/486] Loss: 0.014, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:32 transreid.train INFO: Epoch[116] Iter[400/486] Loss: 0.014, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:35 transreid.train INFO: Epoch[116] Iter[410/486] Loss: 0.014, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:38 transreid.train INFO: Epoch[116] Iter[420/486] Loss: 0.014, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:41 transreid.train INFO: Epoch[116] Iter[430/486] Loss: 0.014, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:45 transreid.train INFO: Epoch[116] Iter[440/486] Loss: 0.014, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:48 transreid.train INFO: Epoch[116] Iter[450/486] Loss: 0.014, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:51 transreid.train INFO: Epoch[116] Iter[460/486] Loss: 0.014, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:53 transreid.train INFO: Epoch[116] Iter[470/486] Loss: 0.014, Acc: 0.999, Base Lr: 3.79e-05
2024-05-02 20:33:55 transreid.train INFO: Epoch 116 done. Time per epoch: 145.648[s] Speed: 207.8[samples/s]
2024-05-02 20:34:01 transreid.train INFO: Epoch[117] Iter[10/486] Loss: 0.012, Acc: 0.998, Base Lr: 2.83e-05
2024-05-02 20:34:04 transreid.train INFO: Epoch[117] Iter[20/486] Loss: 0.011, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:07 transreid.train INFO: Epoch[117] Iter[30/486] Loss: 0.011, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:10 transreid.train INFO: Epoch[117] Iter[40/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:13 transreid.train INFO: Epoch[117] Iter[50/486] Loss: 0.014, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:16 transreid.train INFO: Epoch[117] Iter[60/486] Loss: 0.013, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:19 transreid.train INFO: Epoch[117] Iter[70/486] Loss: 0.014, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:22 transreid.train INFO: Epoch[117] Iter[80/486] Loss: 0.014, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:25 transreid.train INFO: Epoch[117] Iter[90/486] Loss: 0.013, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:28 transreid.train INFO: Epoch[117] Iter[100/486] Loss: 0.014, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:31 transreid.train INFO: Epoch[117] Iter[110/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:34 transreid.train INFO: Epoch[117] Iter[120/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:37 transreid.train INFO: Epoch[117] Iter[130/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:40 transreid.train INFO: Epoch[117] Iter[140/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:43 transreid.train INFO: Epoch[117] Iter[150/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:46 transreid.train INFO: Epoch[117] Iter[160/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:49 transreid.train INFO: Epoch[117] Iter[170/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:52 transreid.train INFO: Epoch[117] Iter[180/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:55 transreid.train INFO: Epoch[117] Iter[190/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:34:58 transreid.train INFO: Epoch[117] Iter[200/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:01 transreid.train INFO: Epoch[117] Iter[210/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:04 transreid.train INFO: Epoch[117] Iter[220/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:07 transreid.train INFO: Epoch[117] Iter[230/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:10 transreid.train INFO: Epoch[117] Iter[240/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:13 transreid.train INFO: Epoch[117] Iter[250/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:16 transreid.train INFO: Epoch[117] Iter[260/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:19 transreid.train INFO: Epoch[117] Iter[270/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:23 transreid.train INFO: Epoch[117] Iter[280/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:26 transreid.train INFO: Epoch[117] Iter[290/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:29 transreid.train INFO: Epoch[117] Iter[300/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:32 transreid.train INFO: Epoch[117] Iter[310/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:35 transreid.train INFO: Epoch[117] Iter[320/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:38 transreid.train INFO: Epoch[117] Iter[330/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:41 transreid.train INFO: Epoch[117] Iter[340/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:44 transreid.train INFO: Epoch[117] Iter[350/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:47 transreid.train INFO: Epoch[117] Iter[360/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:50 transreid.train INFO: Epoch[117] Iter[370/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:53 transreid.train INFO: Epoch[117] Iter[380/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:56 transreid.train INFO: Epoch[117] Iter[390/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:35:59 transreid.train INFO: Epoch[117] Iter[400/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:36:02 transreid.train INFO: Epoch[117] Iter[410/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:36:05 transreid.train INFO: Epoch[117] Iter[420/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:36:08 transreid.train INFO: Epoch[117] Iter[430/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:36:11 transreid.train INFO: Epoch[117] Iter[440/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:36:14 transreid.train INFO: Epoch[117] Iter[450/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:36:17 transreid.train INFO: Epoch[117] Iter[460/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:36:20 transreid.train INFO: Epoch[117] Iter[470/486] Loss: 0.015, Acc: 0.999, Base Lr: 2.83e-05
2024-05-02 20:36:22 transreid.train INFO: Epoch 117 done. Time per epoch: 147.237[s] Speed: 206.5[samples/s]
2024-05-02 20:36:28 transreid.train INFO: Epoch[118] Iter[10/486] Loss: 0.018, Acc: 0.998, Base Lr: 2.15e-05
2024-05-02 20:36:31 transreid.train INFO: Epoch[118] Iter[20/486] Loss: 0.017, Acc: 0.998, Base Lr: 2.15e-05
2024-05-02 20:36:34 transreid.train INFO: Epoch[118] Iter[30/486] Loss: 0.015, Acc: 0.998, Base Lr: 2.15e-05
2024-05-02 20:36:37 transreid.train INFO: Epoch[118] Iter[40/486] Loss: 0.015, Acc: 0.998, Base Lr: 2.15e-05
2024-05-02 20:36:40 transreid.train INFO: Epoch[118] Iter[50/486] Loss: 0.018, Acc: 0.998, Base Lr: 2.15e-05
2024-05-02 20:36:43 transreid.train INFO: Epoch[118] Iter[60/486] Loss: 0.017, Acc: 0.998, Base Lr: 2.15e-05
2024-05-02 20:36:46 transreid.train INFO: Epoch[118] Iter[70/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:36:49 transreid.train INFO: Epoch[118] Iter[80/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:36:52 transreid.train INFO: Epoch[118] Iter[90/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:36:55 transreid.train INFO: Epoch[118] Iter[100/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:36:58 transreid.train INFO: Epoch[118] Iter[110/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:37:01 transreid.train INFO: Epoch[118] Iter[120/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:37:04 transreid.train INFO: Epoch[118] Iter[130/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:37:07 transreid.train INFO: Epoch[118] Iter[140/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:37:10 transreid.train INFO: Epoch[118] Iter[150/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:37:13 transreid.train INFO: Epoch[118] Iter[160/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:37:16 transreid.train INFO: Epoch[118] Iter[170/486] Loss: 0.017, Acc: 0.998, Base Lr: 2.15e-05
2024-05-02 20:37:19 transreid.train INFO: Epoch[118] Iter[180/486] Loss: 0.017, Acc: 0.998, Base Lr: 2.15e-05
2024-05-02 20:37:22 transreid.train INFO: Epoch[118] Iter[190/486] Loss: 0.017, Acc: 0.998, Base Lr: 2.15e-05
2024-05-02 20:37:25 transreid.train INFO: Epoch[118] Iter[200/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:37:28 transreid.train INFO: Epoch[118] Iter[210/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:37:31 transreid.train INFO: Epoch[118] Iter[220/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:37:34 transreid.train INFO: Epoch[118] Iter[230/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:37:37 transreid.train INFO: Epoch[118] Iter[240/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:37:40 transreid.train INFO: Epoch[118] Iter[250/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:37:43 transreid.train INFO: Epoch[118] Iter[260/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:37:46 transreid.train INFO: Epoch[118] Iter[270/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:37:49 transreid.train INFO: Epoch[118] Iter[280/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:37:52 transreid.train INFO: Epoch[118] Iter[290/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:37:56 transreid.train INFO: Epoch[118] Iter[300/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:37:59 transreid.train INFO: Epoch[118] Iter[310/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:38:02 transreid.train INFO: Epoch[118] Iter[320/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:38:05 transreid.train INFO: Epoch[118] Iter[330/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:38:08 transreid.train INFO: Epoch[118] Iter[340/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:38:11 transreid.train INFO: Epoch[118] Iter[350/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:38:14 transreid.train INFO: Epoch[118] Iter[360/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:38:17 transreid.train INFO: Epoch[118] Iter[370/486] Loss: 0.017, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:38:20 transreid.train INFO: Epoch[118] Iter[380/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:38:23 transreid.train INFO: Epoch[118] Iter[390/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:38:26 transreid.train INFO: Epoch[118] Iter[400/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:38:29 transreid.train INFO: Epoch[118] Iter[410/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:38:32 transreid.train INFO: Epoch[118] Iter[420/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:38:35 transreid.train INFO: Epoch[118] Iter[430/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:38:38 transreid.train INFO: Epoch[118] Iter[440/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:38:41 transreid.train INFO: Epoch[118] Iter[450/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:38:44 transreid.train INFO: Epoch[118] Iter[460/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:38:47 transreid.train INFO: Epoch[118] Iter[470/486] Loss: 0.016, Acc: 0.999, Base Lr: 2.15e-05
2024-05-02 20:38:49 transreid.train INFO: Epoch 118 done. Time per epoch: 146.789[s] Speed: 207.1[samples/s]
2024-05-02 20:38:55 transreid.train INFO: Epoch[119] Iter[10/486] Loss: 0.021, Acc: 1.000, Base Lr: 1.74e-05
2024-05-02 20:38:58 transreid.train INFO: Epoch[119] Iter[20/486] Loss: 0.017, Acc: 1.000, Base Lr: 1.74e-05
2024-05-02 20:39:01 transreid.train INFO: Epoch[119] Iter[30/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:39:04 transreid.train INFO: Epoch[119] Iter[40/486] Loss: 0.017, Acc: 1.000, Base Lr: 1.74e-05
2024-05-02 20:39:07 transreid.train INFO: Epoch[119] Iter[50/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:39:10 transreid.train INFO: Epoch[119] Iter[60/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:39:13 transreid.train INFO: Epoch[119] Iter[70/486] Loss: 0.017, Acc: 1.000, Base Lr: 1.74e-05
2024-05-02 20:39:16 transreid.train INFO: Epoch[119] Iter[80/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:39:19 transreid.train INFO: Epoch[119] Iter[90/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:39:22 transreid.train INFO: Epoch[119] Iter[100/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:39:25 transreid.train INFO: Epoch[119] Iter[110/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:39:28 transreid.train INFO: Epoch[119] Iter[120/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:39:31 transreid.train INFO: Epoch[119] Iter[130/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:39:34 transreid.train INFO: Epoch[119] Iter[140/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:39:37 transreid.train INFO: Epoch[119] Iter[150/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:39:40 transreid.train INFO: Epoch[119] Iter[160/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:39:43 transreid.train INFO: Epoch[119] Iter[170/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:39:46 transreid.train INFO: Epoch[119] Iter[180/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:39:49 transreid.train INFO: Epoch[119] Iter[190/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:39:52 transreid.train INFO: Epoch[119] Iter[200/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:39:55 transreid.train INFO: Epoch[119] Iter[210/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:39:58 transreid.train INFO: Epoch[119] Iter[220/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:01 transreid.train INFO: Epoch[119] Iter[230/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:04 transreid.train INFO: Epoch[119] Iter[240/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:07 transreid.train INFO: Epoch[119] Iter[250/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:10 transreid.train INFO: Epoch[119] Iter[260/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:13 transreid.train INFO: Epoch[119] Iter[270/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:17 transreid.train INFO: Epoch[119] Iter[280/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:20 transreid.train INFO: Epoch[119] Iter[290/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:23 transreid.train INFO: Epoch[119] Iter[300/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:26 transreid.train INFO: Epoch[119] Iter[310/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:29 transreid.train INFO: Epoch[119] Iter[320/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:32 transreid.train INFO: Epoch[119] Iter[330/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:35 transreid.train INFO: Epoch[119] Iter[340/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:38 transreid.train INFO: Epoch[119] Iter[350/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:41 transreid.train INFO: Epoch[119] Iter[360/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:44 transreid.train INFO: Epoch[119] Iter[370/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:47 transreid.train INFO: Epoch[119] Iter[380/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:50 transreid.train INFO: Epoch[119] Iter[390/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:53 transreid.train INFO: Epoch[119] Iter[400/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:56 transreid.train INFO: Epoch[119] Iter[410/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:40:59 transreid.train INFO: Epoch[119] Iter[420/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:41:02 transreid.train INFO: Epoch[119] Iter[430/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:41:05 transreid.train INFO: Epoch[119] Iter[440/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:41:08 transreid.train INFO: Epoch[119] Iter[450/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:41:11 transreid.train INFO: Epoch[119] Iter[460/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:41:14 transreid.train INFO: Epoch[119] Iter[470/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-02 20:41:16 transreid.train INFO: Epoch 119 done. Time per epoch: 146.760[s] Speed: 206.7[samples/s]
2024-05-02 20:41:21 transreid.train INFO: Epoch[120] Iter[10/486] Loss: 0.018, Acc: 1.000, Base Lr: 1.60e-05
2024-05-02 20:41:24 transreid.train INFO: Epoch[120] Iter[20/486] Loss: 0.020, Acc: 0.998, Base Lr: 1.60e-05
2024-05-02 20:41:27 transreid.train INFO: Epoch[120] Iter[30/486] Loss: 0.021, Acc: 0.998, Base Lr: 1.60e-05
2024-05-02 20:41:31 transreid.train INFO: Epoch[120] Iter[40/486] Loss: 0.019, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:41:34 transreid.train INFO: Epoch[120] Iter[50/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:41:37 transreid.train INFO: Epoch[120] Iter[60/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:41:40 transreid.train INFO: Epoch[120] Iter[70/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:41:43 transreid.train INFO: Epoch[120] Iter[80/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:41:46 transreid.train INFO: Epoch[120] Iter[90/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:41:49 transreid.train INFO: Epoch[120] Iter[100/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:41:52 transreid.train INFO: Epoch[120] Iter[110/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:41:55 transreid.train INFO: Epoch[120] Iter[120/486] Loss: 0.018, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:41:58 transreid.train INFO: Epoch[120] Iter[130/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:01 transreid.train INFO: Epoch[120] Iter[140/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:04 transreid.train INFO: Epoch[120] Iter[150/486] Loss: 0.017, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:07 transreid.train INFO: Epoch[120] Iter[160/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:10 transreid.train INFO: Epoch[120] Iter[170/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:13 transreid.train INFO: Epoch[120] Iter[180/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:16 transreid.train INFO: Epoch[120] Iter[190/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:19 transreid.train INFO: Epoch[120] Iter[200/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:22 transreid.train INFO: Epoch[120] Iter[210/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:25 transreid.train INFO: Epoch[120] Iter[220/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:28 transreid.train INFO: Epoch[120] Iter[230/486] Loss: 0.016, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:31 transreid.train INFO: Epoch[120] Iter[240/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:34 transreid.train INFO: Epoch[120] Iter[250/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:37 transreid.train INFO: Epoch[120] Iter[260/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:40 transreid.train INFO: Epoch[120] Iter[270/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:43 transreid.train INFO: Epoch[120] Iter[280/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:46 transreid.train INFO: Epoch[120] Iter[290/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:49 transreid.train INFO: Epoch[120] Iter[300/486] Loss: 0.015, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:52 transreid.train INFO: Epoch[120] Iter[310/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:55 transreid.train INFO: Epoch[120] Iter[320/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:42:58 transreid.train INFO: Epoch[120] Iter[330/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:43:01 transreid.train INFO: Epoch[120] Iter[340/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:43:04 transreid.train INFO: Epoch[120] Iter[350/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:43:07 transreid.train INFO: Epoch[120] Iter[360/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:43:10 transreid.train INFO: Epoch[120] Iter[370/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:43:13 transreid.train INFO: Epoch[120] Iter[380/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:43:16 transreid.train INFO: Epoch[120] Iter[390/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:43:19 transreid.train INFO: Epoch[120] Iter[400/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:43:22 transreid.train INFO: Epoch[120] Iter[410/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:43:25 transreid.train INFO: Epoch[120] Iter[420/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:43:29 transreid.train INFO: Epoch[120] Iter[430/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:43:32 transreid.train INFO: Epoch[120] Iter[440/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:43:35 transreid.train INFO: Epoch[120] Iter[450/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:43:38 transreid.train INFO: Epoch[120] Iter[460/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:43:41 transreid.train INFO: Epoch[120] Iter[470/486] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-02 20:43:43 transreid.train INFO: Epoch 120 done. Time per epoch: 146.690[s] Speed: 206.8[samples/s]
2024-05-02 20:48:17 transreid.train INFO: Validation Results - Epoch: 120
2024-05-02 20:48:17 transreid.train INFO: mAP: 53.7%
2024-05-02 20:48:17 transreid.train INFO: CMC curve, Rank-1  :77.5%
2024-05-02 20:48:17 transreid.train INFO: CMC curve, Rank-5  :88.1%
2024-05-02 20:48:17 transreid.train INFO: CMC curve, Rank-10 :91.4%
