2024-04-30 11:10:51 transreid INFO: Saving model in the path :log/transreid/market/edgenext_base_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-30 11:10:51 transreid INFO: Loaded configuration file configs/market/edgenext_base.yml
2024-04-30 11:10:51 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: data/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 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: edgenext_base
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/edgenext_base.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/transreid/market/edgenext_base_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-04-30 11:10:52 transreid.check INFO: Dataset statistics:
2024-04-30 11:10:52 transreid.check INFO:   ----------------------------------------
2024-04-30 11:10:52 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-30 11:10:52 transreid.check INFO:   ----------------------------------------
2024-04-30 11:10:52 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-30 11:10:52 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-30 11:10:52 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-30 11:10:52 transreid.check INFO:   ----------------------------------------
2024-04-30 11:10:53 transreid INFO: ===========using cosine learning rate=======
2024-04-30 11:10:53 transreid.train INFO: start training
2024-04-30 11:11:01 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 8.662, Acc: 0.005, Base Lr: 4.76e-04
2024-04-30 11:11:06 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 8.524, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:11:11 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 8.421, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 11:11:15 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 8.344, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 11:11:20 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 8.298, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:11:25 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 8.258, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:11:30 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 8.199, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:11:35 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 8.151, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:11:40 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 8.105, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:11:45 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 8.063, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:11:50 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 8.023, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:11:55 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 7.985, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:12:00 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 7.950, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:12:05 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 7.919, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:12:10 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 7.892, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 11:12:15 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 7.866, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 11:12:20 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 7.843, Acc: 0.004, Base Lr: 4.76e-04
2024-04-30 11:12:25 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 7.821, Acc: 0.004, Base Lr: 4.76e-04
2024-04-30 11:12:27 transreid.train INFO: Epoch 1 done. Time per epoch: 93.726[s] Speed: 125.0[samples/s]
2024-04-30 11:12:32 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 7.410, Acc: 0.000, Base Lr: 8.72e-04
2024-04-30 11:12:37 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 7.389, Acc: 0.005, Base Lr: 8.72e-04
2024-04-30 11:12:42 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 7.374, Acc: 0.017, Base Lr: 8.72e-04
2024-04-30 11:12:47 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 7.365, Acc: 0.019, Base Lr: 8.72e-04
2024-04-30 11:12:53 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 7.359, Acc: 0.020, Base Lr: 8.72e-04
2024-04-30 11:12:58 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 7.353, Acc: 0.023, Base Lr: 8.72e-04
2024-04-30 11:13:03 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.347, Acc: 0.023, Base Lr: 8.72e-04
2024-04-30 11:13:08 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.343, Acc: 0.026, Base Lr: 8.72e-04
2024-04-30 11:13:13 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.339, Acc: 0.026, Base Lr: 8.72e-04
2024-04-30 11:13:18 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.335, Acc: 0.028, Base Lr: 8.72e-04
2024-04-30 11:13:23 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.331, Acc: 0.029, Base Lr: 8.72e-04
2024-04-30 11:13:29 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.326, Acc: 0.030, Base Lr: 8.72e-04
2024-04-30 11:13:34 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.320, Acc: 0.034, Base Lr: 8.72e-04
2024-04-30 11:13:39 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.316, Acc: 0.036, Base Lr: 8.72e-04
2024-04-30 11:13:44 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.311, Acc: 0.039, Base Lr: 8.72e-04
2024-04-30 11:13:49 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.305, Acc: 0.041, Base Lr: 8.72e-04
2024-04-30 11:13:54 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.298, Acc: 0.044, Base Lr: 8.72e-04
2024-04-30 11:14:00 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.287, Acc: 0.052, Base Lr: 8.72e-04
2024-04-30 11:14:01 transreid.train INFO: Epoch 2 done. Time per epoch: 94.412[s] Speed: 124.1[samples/s]
2024-04-30 11:14:07 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.238, Acc: 0.014, Base Lr: 1.27e-03
2024-04-30 11:14:12 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.205, Acc: 0.026, Base Lr: 1.27e-03
2024-04-30 11:14:17 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.192, Acc: 0.027, Base Lr: 1.27e-03
2024-04-30 11:14:22 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.181, Acc: 0.030, Base Lr: 1.27e-03
2024-04-30 11:14:27 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.166, Acc: 0.033, Base Lr: 1.27e-03
2024-04-30 11:14:32 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.160, Acc: 0.032, Base Lr: 1.27e-03
2024-04-30 11:14:38 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.150, Acc: 0.033, Base Lr: 1.27e-03
2024-04-30 11:14:43 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.142, Acc: 0.036, Base Lr: 1.27e-03
2024-04-30 11:14:48 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.129, Acc: 0.040, Base Lr: 1.27e-03
2024-04-30 11:14:53 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.113, Acc: 0.044, Base Lr: 1.27e-03
2024-04-30 11:14:58 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.100, Acc: 0.045, Base Lr: 1.27e-03
2024-04-30 11:15:03 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.086, Acc: 0.047, Base Lr: 1.27e-03
2024-04-30 11:15:08 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.074, Acc: 0.048, Base Lr: 1.27e-03
2024-04-30 11:15:13 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.055, Acc: 0.052, Base Lr: 1.27e-03
2024-04-30 11:15:19 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.034, Acc: 0.055, Base Lr: 1.27e-03
2024-04-30 11:15:24 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.012, Acc: 0.058, Base Lr: 1.27e-03
2024-04-30 11:15:29 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 6.992, Acc: 0.061, Base Lr: 1.27e-03
2024-04-30 11:15:34 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 6.956, Acc: 0.067, Base Lr: 1.27e-03
2024-04-30 11:15:36 transreid.train INFO: Epoch 3 done. Time per epoch: 94.418[s] Speed: 124.0[samples/s]
2024-04-30 11:15:41 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 6.879, Acc: 0.027, Base Lr: 1.66e-03
2024-04-30 11:15:46 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 6.841, Acc: 0.026, Base Lr: 1.66e-03
2024-04-30 11:15:52 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 6.811, Acc: 0.028, Base Lr: 1.66e-03
2024-04-30 11:15:57 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 6.812, Acc: 0.027, Base Lr: 1.66e-03
2024-04-30 11:16:02 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 6.807, Acc: 0.029, Base Lr: 1.66e-03
2024-04-30 11:16:07 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 6.777, Acc: 0.031, Base Lr: 1.66e-03
2024-04-30 11:16:12 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 6.751, Acc: 0.033, Base Lr: 1.66e-03
2024-04-30 11:16:17 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.737, Acc: 0.033, Base Lr: 1.66e-03
2024-04-30 11:16:23 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 6.716, Acc: 0.037, Base Lr: 1.66e-03
2024-04-30 11:16:28 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 6.694, Acc: 0.042, Base Lr: 1.66e-03
2024-04-30 11:16:33 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 6.666, Acc: 0.045, Base Lr: 1.66e-03
2024-04-30 11:16:38 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.636, Acc: 0.048, Base Lr: 1.66e-03
2024-04-30 11:16:43 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.600, Acc: 0.055, Base Lr: 1.66e-03
2024-04-30 11:16:48 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.563, Acc: 0.059, Base Lr: 1.66e-03
2024-04-30 11:16:53 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.529, Acc: 0.059, Base Lr: 1.66e-03
2024-04-30 11:16:58 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.484, Acc: 0.063, Base Lr: 1.66e-03
2024-04-30 11:17:04 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.432, Acc: 0.070, Base Lr: 1.66e-03
2024-04-30 11:17:09 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 6.377, Acc: 0.079, Base Lr: 1.66e-03
2024-04-30 11:17:10 transreid.train INFO: Epoch 4 done. Time per epoch: 94.690[s] Speed: 123.7[samples/s]
2024-04-30 11:17:16 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.467, Acc: 0.039, Base Lr: 2.06e-03
2024-04-30 11:17:21 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.441, Acc: 0.028, Base Lr: 2.06e-03
2024-04-30 11:17:26 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 6.404, Acc: 0.038, Base Lr: 2.06e-03
2024-04-30 11:17:32 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 6.374, Acc: 0.041, Base Lr: 2.06e-03
2024-04-30 11:17:37 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 6.317, Acc: 0.051, Base Lr: 2.06e-03
2024-04-30 11:17:42 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 6.272, Acc: 0.057, Base Lr: 2.06e-03
2024-04-30 11:17:47 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 6.229, Acc: 0.064, Base Lr: 2.06e-03
2024-04-30 11:17:52 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 6.175, Acc: 0.074, Base Lr: 2.06e-03
2024-04-30 11:17:57 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 6.140, Acc: 0.081, Base Lr: 2.06e-03
2024-04-30 11:18:02 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 6.095, Acc: 0.088, Base Lr: 2.06e-03
2024-04-30 11:18:07 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 6.072, Acc: 0.092, Base Lr: 2.06e-03
2024-04-30 11:18:12 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 6.047, Acc: 0.094, Base Lr: 2.06e-03
2024-04-30 11:18:18 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 6.027, Acc: 0.098, Base Lr: 2.06e-03
2024-04-30 11:18:23 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 5.990, Acc: 0.103, Base Lr: 2.06e-03
2024-04-30 11:18:28 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 5.941, Acc: 0.111, Base Lr: 2.06e-03
2024-04-30 11:18:33 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 5.890, Acc: 0.119, Base Lr: 2.06e-03
2024-04-30 11:18:38 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 5.830, Acc: 0.127, Base Lr: 2.06e-03
2024-04-30 11:18:43 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 5.754, Acc: 0.143, Base Lr: 2.06e-03
2024-04-30 11:18:45 transreid.train INFO: Epoch 5 done. Time per epoch: 95.100[s] Speed: 123.8[samples/s]
2024-04-30 11:18:51 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 5.970, Acc: 0.070, Base Lr: 2.46e-03
2024-04-30 11:18:56 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 5.927, Acc: 0.071, Base Lr: 2.46e-03
2024-04-30 11:19:01 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 5.954, Acc: 0.071, Base Lr: 2.46e-03
2024-04-30 11:19:06 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 5.908, Acc: 0.080, Base Lr: 2.46e-03
2024-04-30 11:19:12 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 5.850, Acc: 0.089, Base Lr: 2.46e-03
2024-04-30 11:19:17 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 5.795, Acc: 0.096, Base Lr: 2.46e-03
2024-04-30 11:19:22 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 5.749, Acc: 0.104, Base Lr: 2.46e-03
2024-04-30 11:19:27 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 5.705, Acc: 0.108, Base Lr: 2.46e-03
2024-04-30 11:19:32 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 5.651, Acc: 0.116, Base Lr: 2.46e-03
2024-04-30 11:19:37 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 5.621, Acc: 0.120, Base Lr: 2.46e-03
2024-04-30 11:19:42 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 5.574, Acc: 0.129, Base Lr: 2.46e-03
2024-04-30 11:19:47 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 5.517, Acc: 0.139, Base Lr: 2.46e-03
2024-04-30 11:19:53 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 5.486, Acc: 0.143, Base Lr: 2.46e-03
2024-04-30 11:19:58 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 5.436, Acc: 0.151, Base Lr: 2.46e-03
2024-04-30 11:20:03 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 5.373, Acc: 0.161, Base Lr: 2.46e-03
2024-04-30 11:20:08 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 5.314, Acc: 0.173, Base Lr: 2.46e-03
2024-04-30 11:20:13 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 5.233, Acc: 0.188, Base Lr: 2.46e-03
2024-04-30 11:20:18 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 5.143, Acc: 0.206, Base Lr: 2.46e-03
2024-04-30 11:20:20 transreid.train INFO: Epoch 6 done. Time per epoch: 94.336[s] Speed: 124.2[samples/s]
2024-04-30 11:20:26 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 5.522, Acc: 0.128, Base Lr: 2.85e-03
2024-04-30 11:20:31 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 5.512, Acc: 0.123, Base Lr: 2.85e-03
2024-04-30 11:20:36 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 5.417, Acc: 0.137, Base Lr: 2.85e-03
2024-04-30 11:20:41 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 5.385, Acc: 0.143, Base Lr: 2.85e-03
2024-04-30 11:20:46 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 5.315, Acc: 0.152, Base Lr: 2.85e-03
2024-04-30 11:20:51 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 5.231, Acc: 0.165, Base Lr: 2.85e-03
2024-04-30 11:20:56 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 5.159, Acc: 0.177, Base Lr: 2.85e-03
2024-04-30 11:21:01 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 5.119, Acc: 0.181, Base Lr: 2.85e-03
2024-04-30 11:21:07 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 5.063, Acc: 0.190, Base Lr: 2.85e-03
2024-04-30 11:21:12 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 5.019, Acc: 0.197, Base Lr: 2.85e-03
2024-04-30 11:21:17 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 4.993, Acc: 0.200, Base Lr: 2.85e-03
2024-04-30 11:21:22 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 4.951, Acc: 0.208, Base Lr: 2.85e-03
2024-04-30 11:21:27 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 4.908, Acc: 0.218, Base Lr: 2.85e-03
2024-04-30 11:21:32 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 4.854, Acc: 0.229, Base Lr: 2.85e-03
2024-04-30 11:21:37 transreid.train INFO: Epoch[7] Iter[150/186] Loss: 4.793, Acc: 0.242, Base Lr: 2.85e-03
2024-04-30 11:21:42 transreid.train INFO: Epoch[7] Iter[160/186] Loss: 4.729, Acc: 0.257, Base Lr: 2.85e-03
2024-04-30 11:21:48 transreid.train INFO: Epoch[7] Iter[170/186] Loss: 4.658, Acc: 0.272, Base Lr: 2.85e-03
2024-04-30 11:21:53 transreid.train INFO: Epoch[7] Iter[180/186] Loss: 4.556, Acc: 0.295, Base Lr: 2.85e-03
2024-04-30 11:21:54 transreid.train INFO: Epoch 7 done. Time per epoch: 94.537[s] Speed: 123.9[samples/s]
2024-04-30 11:22:00 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 4.929, Acc: 0.198, Base Lr: 3.25e-03
2024-04-30 11:22:05 transreid.train INFO: Epoch[8] Iter[20/186] Loss: 4.929, Acc: 0.196, Base Lr: 3.25e-03
2024-04-30 11:22:10 transreid.train INFO: Epoch[8] Iter[30/186] Loss: 4.934, Acc: 0.201, Base Lr: 3.25e-03
2024-04-30 11:22:15 transreid.train INFO: Epoch[8] Iter[40/186] Loss: 4.790, Acc: 0.225, Base Lr: 3.25e-03
2024-04-30 11:22:21 transreid.train INFO: Epoch[8] Iter[50/186] Loss: 4.728, Acc: 0.235, Base Lr: 3.25e-03
2024-04-30 11:22:26 transreid.train INFO: Epoch[8] Iter[60/186] Loss: 4.696, Acc: 0.238, Base Lr: 3.25e-03
2024-04-30 11:22:31 transreid.train INFO: Epoch[8] Iter[70/186] Loss: 4.646, Acc: 0.246, Base Lr: 3.25e-03
2024-04-30 11:22:36 transreid.train INFO: Epoch[8] Iter[80/186] Loss: 4.605, Acc: 0.257, Base Lr: 3.25e-03
2024-04-30 11:22:41 transreid.train INFO: Epoch[8] Iter[90/186] Loss: 4.553, Acc: 0.270, Base Lr: 3.25e-03
2024-04-30 11:22:50 transreid.train INFO: Epoch[8] Iter[100/186] Loss: 4.486, Acc: 0.281, Base Lr: 3.25e-03
2024-04-30 11:23:01 transreid.train INFO: Epoch[8] Iter[110/186] Loss: 4.426, Acc: 0.296, Base Lr: 3.25e-03
2024-04-30 11:23:12 transreid.train INFO: Epoch[8] Iter[120/186] Loss: 4.390, Acc: 0.301, Base Lr: 3.25e-03
2024-04-30 11:23:23 transreid.train INFO: Epoch[8] Iter[130/186] Loss: 4.330, Acc: 0.313, Base Lr: 3.25e-03
2024-04-30 11:23:33 transreid.train INFO: Epoch[8] Iter[140/186] Loss: 4.274, Acc: 0.326, Base Lr: 3.25e-03
2024-04-30 11:23:44 transreid.train INFO: Epoch[8] Iter[150/186] Loss: 4.214, Acc: 0.339, Base Lr: 3.25e-03
2024-04-30 11:23:55 transreid.train INFO: Epoch[8] Iter[160/186] Loss: 4.148, Acc: 0.353, Base Lr: 3.25e-03
2024-04-30 11:24:05 transreid.train INFO: Epoch[8] Iter[170/186] Loss: 4.091, Acc: 0.364, Base Lr: 3.25e-03
2024-04-30 11:24:16 transreid.train INFO: Epoch[8] Iter[180/186] Loss: 4.008, Acc: 0.381, Base Lr: 3.25e-03
2024-04-30 11:24:19 transreid.train INFO: Epoch 8 done. Time per epoch: 145.220[s] Speed: 80.7[samples/s]
2024-04-30 11:24:31 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 4.614, Acc: 0.261, Base Lr: 3.64e-03
2024-04-30 11:24:41 transreid.train INFO: Epoch[9] Iter[20/186] Loss: 4.484, Acc: 0.277, Base Lr: 3.64e-03
2024-04-30 11:24:52 transreid.train INFO: Epoch[9] Iter[30/186] Loss: 4.387, Acc: 0.290, Base Lr: 3.64e-03
2024-04-30 11:25:03 transreid.train INFO: Epoch[9] Iter[40/186] Loss: 4.242, Acc: 0.309, Base Lr: 3.64e-03
2024-04-30 11:25:13 transreid.train INFO: Epoch[9] Iter[50/186] Loss: 4.157, Acc: 0.327, Base Lr: 3.64e-03
2024-04-30 11:25:24 transreid.train INFO: Epoch[9] Iter[60/186] Loss: 4.119, Acc: 0.338, Base Lr: 3.64e-03
2024-04-30 11:25:35 transreid.train INFO: Epoch[9] Iter[70/186] Loss: 4.077, Acc: 0.343, Base Lr: 3.64e-03
2024-04-30 11:25:45 transreid.train INFO: Epoch[9] Iter[80/186] Loss: 4.014, Acc: 0.362, Base Lr: 3.64e-03
2024-04-30 11:25:56 transreid.train INFO: Epoch[9] Iter[90/186] Loss: 3.948, Acc: 0.374, Base Lr: 3.64e-03
2024-04-30 11:26:07 transreid.train INFO: Epoch[9] Iter[100/186] Loss: 3.914, Acc: 0.381, Base Lr: 3.64e-03
2024-04-30 11:26:17 transreid.train INFO: Epoch[9] Iter[110/186] Loss: 3.855, Acc: 0.394, Base Lr: 3.64e-03
2024-04-30 11:26:28 transreid.train INFO: Epoch[9] Iter[120/186] Loss: 3.769, Acc: 0.415, Base Lr: 3.64e-03
2024-04-30 11:26:39 transreid.train INFO: Epoch[9] Iter[130/186] Loss: 3.724, Acc: 0.423, Base Lr: 3.64e-03
2024-04-30 11:26:49 transreid.train INFO: Epoch[9] Iter[140/186] Loss: 3.680, Acc: 0.432, Base Lr: 3.64e-03
2024-04-30 11:27:00 transreid.train INFO: Epoch[9] Iter[150/186] Loss: 3.617, Acc: 0.445, Base Lr: 3.64e-03
2024-04-30 11:27:11 transreid.train INFO: Epoch[9] Iter[160/186] Loss: 3.549, Acc: 0.460, Base Lr: 3.64e-03
2024-04-30 11:27:21 transreid.train INFO: Epoch[9] Iter[170/186] Loss: 3.490, Acc: 0.473, Base Lr: 3.64e-03
2024-04-30 11:27:32 transreid.train INFO: Epoch[9] Iter[180/186] Loss: 3.418, Acc: 0.490, Base Lr: 3.64e-03
2024-04-30 11:27:37 transreid.train INFO: Epoch 9 done. Time per epoch: 197.096[s] Speed: 59.7[samples/s]
2024-04-30 11:27:48 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 3.847, Acc: 0.377, Base Lr: 4.04e-03
2024-04-30 11:27:59 transreid.train INFO: Epoch[10] Iter[20/186] Loss: 3.908, Acc: 0.370, Base Lr: 4.04e-03
2024-04-30 11:28:09 transreid.train INFO: Epoch[10] Iter[30/186] Loss: 3.940, Acc: 0.360, Base Lr: 4.04e-03
2024-04-30 11:28:20 transreid.train INFO: Epoch[10] Iter[40/186] Loss: 3.856, Acc: 0.378, Base Lr: 4.04e-03
2024-04-30 11:28:31 transreid.train INFO: Epoch[10] Iter[50/186] Loss: 3.790, Acc: 0.392, Base Lr: 4.04e-03
2024-04-30 11:28:41 transreid.train INFO: Epoch[10] Iter[60/186] Loss: 3.708, Acc: 0.409, Base Lr: 4.04e-03
2024-04-30 11:28:52 transreid.train INFO: Epoch[10] Iter[70/186] Loss: 3.637, Acc: 0.427, Base Lr: 4.04e-03
2024-04-30 11:29:03 transreid.train INFO: Epoch[10] Iter[80/186] Loss: 3.575, Acc: 0.444, Base Lr: 4.04e-03
2024-04-30 11:29:13 transreid.train INFO: Epoch[10] Iter[90/186] Loss: 3.507, Acc: 0.459, Base Lr: 4.04e-03
2024-04-30 11:29:24 transreid.train INFO: Epoch[10] Iter[100/186] Loss: 3.449, Acc: 0.470, Base Lr: 4.04e-03
2024-04-30 11:29:35 transreid.train INFO: Epoch[10] Iter[110/186] Loss: 3.401, Acc: 0.479, Base Lr: 4.04e-03
2024-04-30 11:29:45 transreid.train INFO: Epoch[10] Iter[120/186] Loss: 3.337, Acc: 0.494, Base Lr: 4.04e-03
2024-04-30 11:29:56 transreid.train INFO: Epoch[10] Iter[130/186] Loss: 3.283, Acc: 0.509, Base Lr: 4.04e-03
2024-04-30 11:30:07 transreid.train INFO: Epoch[10] Iter[140/186] Loss: 3.202, Acc: 0.527, Base Lr: 4.04e-03
2024-04-30 11:30:18 transreid.train INFO: Epoch[10] Iter[150/186] Loss: 3.135, Acc: 0.542, Base Lr: 4.04e-03
2024-04-30 11:30:28 transreid.train INFO: Epoch[10] Iter[160/186] Loss: 3.080, Acc: 0.553, Base Lr: 4.04e-03
2024-04-30 11:30:39 transreid.train INFO: Epoch[10] Iter[170/186] Loss: 3.023, Acc: 0.565, Base Lr: 4.04e-03
2024-04-30 11:30:48 transreid.train INFO: Epoch[10] Iter[180/186] Loss: 2.950, Acc: 0.579, Base Lr: 4.04e-03
2024-04-30 11:30:52 transreid.train INFO: Epoch 10 done. Time per epoch: 195.166[s] Speed: 60.0[samples/s]
2024-04-30 11:31:03 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 3.501, Acc: 0.442, Base Lr: 4.44e-03
2024-04-30 11:31:14 transreid.train INFO: Epoch[11] Iter[20/186] Loss: 3.438, Acc: 0.460, Base Lr: 4.44e-03
2024-04-30 11:31:24 transreid.train INFO: Epoch[11] Iter[30/186] Loss: 3.304, Acc: 0.486, Base Lr: 4.44e-03
2024-04-30 11:31:35 transreid.train INFO: Epoch[11] Iter[40/186] Loss: 3.250, Acc: 0.493, Base Lr: 4.44e-03
2024-04-30 11:31:46 transreid.train INFO: Epoch[11] Iter[50/186] Loss: 3.225, Acc: 0.499, Base Lr: 4.44e-03
2024-04-30 11:31:56 transreid.train INFO: Epoch[11] Iter[60/186] Loss: 3.165, Acc: 0.508, Base Lr: 4.44e-03
2024-04-30 11:32:07 transreid.train INFO: Epoch[11] Iter[70/186] Loss: 3.088, Acc: 0.526, Base Lr: 4.44e-03
2024-04-30 11:32:18 transreid.train INFO: Epoch[11] Iter[80/186] Loss: 3.013, Acc: 0.543, Base Lr: 4.44e-03
2024-04-30 11:32:29 transreid.train INFO: Epoch[11] Iter[90/186] Loss: 2.962, Acc: 0.554, Base Lr: 4.44e-03
2024-04-30 11:32:39 transreid.train INFO: Epoch[11] Iter[100/186] Loss: 2.925, Acc: 0.563, Base Lr: 4.44e-03
2024-04-30 11:32:50 transreid.train INFO: Epoch[11] Iter[110/186] Loss: 2.871, Acc: 0.577, Base Lr: 4.44e-03
2024-04-30 11:33:01 transreid.train INFO: Epoch[11] Iter[120/186] Loss: 2.823, Acc: 0.588, Base Lr: 4.44e-03
2024-04-30 11:33:12 transreid.train INFO: Epoch[11] Iter[130/186] Loss: 2.766, Acc: 0.600, Base Lr: 4.44e-03
2024-04-30 11:33:22 transreid.train INFO: Epoch[11] Iter[140/186] Loss: 2.705, Acc: 0.615, Base Lr: 4.44e-03
2024-04-30 11:33:33 transreid.train INFO: Epoch[11] Iter[150/186] Loss: 2.654, Acc: 0.624, Base Lr: 4.44e-03
2024-04-30 11:33:44 transreid.train INFO: Epoch[11] Iter[160/186] Loss: 2.613, Acc: 0.632, Base Lr: 4.44e-03
2024-04-30 11:33:54 transreid.train INFO: Epoch[11] Iter[170/186] Loss: 2.560, Acc: 0.644, Base Lr: 4.44e-03
2024-04-30 11:34:05 transreid.train INFO: Epoch[11] Iter[180/186] Loss: 2.504, Acc: 0.657, Base Lr: 4.44e-03
2024-04-30 11:34:08 transreid.train INFO: Epoch 11 done. Time per epoch: 196.212[s] Speed: 59.7[samples/s]
2024-04-30 11:34:20 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 3.172, Acc: 0.484, Base Lr: 4.83e-03
2024-04-30 11:34:30 transreid.train INFO: Epoch[12] Iter[20/186] Loss: 2.992, Acc: 0.534, Base Lr: 4.83e-03
2024-04-30 11:34:41 transreid.train INFO: Epoch[12] Iter[30/186] Loss: 2.924, Acc: 0.551, Base Lr: 4.83e-03
2024-04-30 11:34:52 transreid.train INFO: Epoch[12] Iter[40/186] Loss: 2.858, Acc: 0.566, Base Lr: 4.83e-03
2024-04-30 11:35:02 transreid.train INFO: Epoch[12] Iter[50/186] Loss: 2.795, Acc: 0.572, Base Lr: 4.83e-03
2024-04-30 11:35:13 transreid.train INFO: Epoch[12] Iter[60/186] Loss: 2.732, Acc: 0.588, Base Lr: 4.83e-03
2024-04-30 11:35:24 transreid.train INFO: Epoch[12] Iter[70/186] Loss: 2.688, Acc: 0.600, Base Lr: 4.83e-03
2024-04-30 11:35:34 transreid.train INFO: Epoch[12] Iter[80/186] Loss: 2.602, Acc: 0.619, Base Lr: 4.83e-03
2024-04-30 11:35:45 transreid.train INFO: Epoch[12] Iter[90/186] Loss: 2.550, Acc: 0.630, Base Lr: 4.83e-03
2024-04-30 11:35:56 transreid.train INFO: Epoch[12] Iter[100/186] Loss: 2.511, Acc: 0.641, Base Lr: 4.83e-03
2024-04-30 11:36:06 transreid.train INFO: Epoch[12] Iter[110/186] Loss: 2.444, Acc: 0.655, Base Lr: 4.83e-03
2024-04-30 11:36:17 transreid.train INFO: Epoch[12] Iter[120/186] Loss: 2.409, Acc: 0.665, Base Lr: 4.83e-03
2024-04-30 11:36:28 transreid.train INFO: Epoch[12] Iter[130/186] Loss: 2.375, Acc: 0.671, Base Lr: 4.83e-03
2024-04-30 11:36:39 transreid.train INFO: Epoch[12] Iter[140/186] Loss: 2.329, Acc: 0.682, Base Lr: 4.83e-03
2024-04-30 11:36:49 transreid.train INFO: Epoch[12] Iter[150/186] Loss: 2.280, Acc: 0.691, Base Lr: 4.83e-03
2024-04-30 11:37:00 transreid.train INFO: Epoch[12] Iter[160/186] Loss: 2.238, Acc: 0.700, Base Lr: 4.83e-03
2024-04-30 11:37:11 transreid.train INFO: Epoch[12] Iter[170/186] Loss: 2.187, Acc: 0.710, Base Lr: 4.83e-03
2024-04-30 11:37:22 transreid.train INFO: Epoch[12] Iter[180/186] Loss: 2.128, Acc: 0.721, Base Lr: 4.83e-03
2024-04-30 11:37:25 transreid.train INFO: Epoch 12 done. Time per epoch: 196.906[s] Speed: 59.5[samples/s]
2024-04-30 11:37:36 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 2.980, Acc: 0.534, Base Lr: 5.23e-03
2024-04-30 11:37:47 transreid.train INFO: Epoch[13] Iter[20/186] Loss: 2.707, Acc: 0.580, Base Lr: 5.23e-03
2024-04-30 11:37:58 transreid.train INFO: Epoch[13] Iter[30/186] Loss: 2.555, Acc: 0.612, Base Lr: 5.23e-03
2024-04-30 11:38:08 transreid.train INFO: Epoch[13] Iter[40/186] Loss: 2.469, Acc: 0.632, Base Lr: 5.23e-03
2024-04-30 11:38:19 transreid.train INFO: Epoch[13] Iter[50/186] Loss: 2.364, Acc: 0.662, Base Lr: 5.23e-03
2024-04-30 11:38:30 transreid.train INFO: Epoch[13] Iter[60/186] Loss: 2.290, Acc: 0.676, Base Lr: 5.23e-03
2024-04-30 11:38:41 transreid.train INFO: Epoch[13] Iter[70/186] Loss: 2.213, Acc: 0.693, Base Lr: 5.23e-03
2024-04-30 11:38:50 transreid.train INFO: Epoch[13] Iter[80/186] Loss: 2.169, Acc: 0.698, Base Lr: 5.23e-03
2024-04-30 11:39:01 transreid.train INFO: Epoch[13] Iter[90/186] Loss: 2.132, Acc: 0.707, Base Lr: 5.23e-03
2024-04-30 11:39:12 transreid.train INFO: Epoch[13] Iter[100/186] Loss: 2.092, Acc: 0.715, Base Lr: 5.23e-03
2024-04-30 11:39:22 transreid.train INFO: Epoch[13] Iter[110/186] Loss: 2.055, Acc: 0.723, Base Lr: 5.23e-03
2024-04-30 11:39:33 transreid.train INFO: Epoch[13] Iter[120/186] Loss: 2.017, Acc: 0.730, Base Lr: 5.23e-03
2024-04-30 11:39:44 transreid.train INFO: Epoch[13] Iter[130/186] Loss: 1.970, Acc: 0.741, Base Lr: 5.23e-03
2024-04-30 11:39:55 transreid.train INFO: Epoch[13] Iter[140/186] Loss: 1.942, Acc: 0.748, Base Lr: 5.23e-03
2024-04-30 11:40:05 transreid.train INFO: Epoch[13] Iter[150/186] Loss: 1.908, Acc: 0.754, Base Lr: 5.23e-03
2024-04-30 11:40:16 transreid.train INFO: Epoch[13] Iter[160/186] Loss: 1.871, Acc: 0.762, Base Lr: 5.23e-03
2024-04-30 11:40:27 transreid.train INFO: Epoch[13] Iter[170/186] Loss: 1.827, Acc: 0.771, Base Lr: 5.23e-03
2024-04-30 11:40:38 transreid.train INFO: Epoch[13] Iter[180/186] Loss: 1.780, Acc: 0.779, Base Lr: 5.23e-03
2024-04-30 11:40:41 transreid.train INFO: Epoch 13 done. Time per epoch: 196.040[s] Speed: 59.7[samples/s]
2024-04-30 11:40:52 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 2.346, Acc: 0.636, Base Lr: 5.62e-03
2024-04-30 11:41:03 transreid.train INFO: Epoch[14] Iter[20/186] Loss: 2.165, Acc: 0.676, Base Lr: 5.62e-03
2024-04-30 11:41:14 transreid.train INFO: Epoch[14] Iter[30/186] Loss: 2.116, Acc: 0.693, Base Lr: 5.62e-03
2024-04-30 11:41:25 transreid.train INFO: Epoch[14] Iter[40/186] Loss: 2.031, Acc: 0.712, Base Lr: 5.62e-03
2024-04-30 11:41:35 transreid.train INFO: Epoch[14] Iter[50/186] Loss: 1.988, Acc: 0.719, Base Lr: 5.62e-03
2024-04-30 11:41:46 transreid.train INFO: Epoch[14] Iter[60/186] Loss: 1.916, Acc: 0.737, Base Lr: 5.62e-03
2024-04-30 11:41:57 transreid.train INFO: Epoch[14] Iter[70/186] Loss: 1.860, Acc: 0.749, Base Lr: 5.62e-03
2024-04-30 11:42:07 transreid.train INFO: Epoch[14] Iter[80/186] Loss: 1.810, Acc: 0.759, Base Lr: 5.62e-03
2024-04-30 11:42:18 transreid.train INFO: Epoch[14] Iter[90/186] Loss: 1.785, Acc: 0.763, Base Lr: 5.62e-03
2024-04-30 11:42:29 transreid.train INFO: Epoch[14] Iter[100/186] Loss: 1.743, Acc: 0.772, Base Lr: 5.62e-03
2024-04-30 11:42:40 transreid.train INFO: Epoch[14] Iter[110/186] Loss: 1.732, Acc: 0.774, Base Lr: 5.62e-03
2024-04-30 11:42:50 transreid.train INFO: Epoch[14] Iter[120/186] Loss: 1.714, Acc: 0.779, Base Lr: 5.62e-03
2024-04-30 11:43:01 transreid.train INFO: Epoch[14] Iter[130/186] Loss: 1.676, Acc: 0.786, Base Lr: 5.62e-03
2024-04-30 11:43:12 transreid.train INFO: Epoch[14] Iter[140/186] Loss: 1.652, Acc: 0.791, Base Lr: 5.62e-03
2024-04-30 11:43:23 transreid.train INFO: Epoch[14] Iter[150/186] Loss: 1.628, Acc: 0.797, Base Lr: 5.62e-03
2024-04-30 11:43:33 transreid.train INFO: Epoch[14] Iter[160/186] Loss: 1.597, Acc: 0.804, Base Lr: 5.62e-03
2024-04-30 11:43:44 transreid.train INFO: Epoch[14] Iter[170/186] Loss: 1.556, Acc: 0.811, Base Lr: 5.62e-03
2024-04-30 11:43:55 transreid.train INFO: Epoch[14] Iter[180/186] Loss: 1.519, Acc: 0.818, Base Lr: 5.62e-03
2024-04-30 11:43:59 transreid.train INFO: Epoch 14 done. Time per epoch: 198.397[s] Speed: 59.4[samples/s]
2024-04-30 11:44:11 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 1.980, Acc: 0.713, Base Lr: 6.02e-03
2024-04-30 11:44:21 transreid.train INFO: Epoch[15] Iter[20/186] Loss: 1.855, Acc: 0.736, Base Lr: 6.02e-03
2024-04-30 11:44:32 transreid.train INFO: Epoch[15] Iter[30/186] Loss: 1.770, Acc: 0.747, Base Lr: 6.02e-03
2024-04-30 11:44:43 transreid.train INFO: Epoch[15] Iter[40/186] Loss: 1.708, Acc: 0.762, Base Lr: 6.02e-03
2024-04-30 11:44:54 transreid.train INFO: Epoch[15] Iter[50/186] Loss: 1.676, Acc: 0.772, Base Lr: 6.02e-03
2024-04-30 11:45:04 transreid.train INFO: Epoch[15] Iter[60/186] Loss: 1.658, Acc: 0.778, Base Lr: 6.02e-03
2024-04-30 11:45:15 transreid.train INFO: Epoch[15] Iter[70/186] Loss: 1.624, Acc: 0.785, Base Lr: 6.02e-03
2024-04-30 11:45:26 transreid.train INFO: Epoch[15] Iter[80/186] Loss: 1.578, Acc: 0.796, Base Lr: 6.02e-03
2024-04-30 11:45:37 transreid.train INFO: Epoch[15] Iter[90/186] Loss: 1.541, Acc: 0.805, Base Lr: 6.02e-03
2024-04-30 11:45:48 transreid.train INFO: Epoch[15] Iter[100/186] Loss: 1.523, Acc: 0.809, Base Lr: 6.02e-03
2024-04-30 11:45:59 transreid.train INFO: Epoch[15] Iter[110/186] Loss: 1.492, Acc: 0.815, Base Lr: 6.02e-03
2024-04-30 11:46:09 transreid.train INFO: Epoch[15] Iter[120/186] Loss: 1.465, Acc: 0.820, Base Lr: 6.02e-03
2024-04-30 11:46:20 transreid.train INFO: Epoch[15] Iter[130/186] Loss: 1.437, Acc: 0.826, Base Lr: 6.02e-03
2024-04-30 11:46:31 transreid.train INFO: Epoch[15] Iter[140/186] Loss: 1.416, Acc: 0.832, Base Lr: 6.02e-03
2024-04-30 11:46:42 transreid.train INFO: Epoch[15] Iter[150/186] Loss: 1.394, Acc: 0.837, Base Lr: 6.02e-03
2024-04-30 11:46:52 transreid.train INFO: Epoch[15] Iter[160/186] Loss: 1.361, Acc: 0.842, Base Lr: 6.02e-03
2024-04-30 11:47:02 transreid.train INFO: Epoch[15] Iter[170/186] Loss: 1.337, Acc: 0.847, Base Lr: 6.02e-03
2024-04-30 11:47:13 transreid.train INFO: Epoch[15] Iter[180/186] Loss: 1.313, Acc: 0.852, Base Lr: 6.02e-03
2024-04-30 11:47:16 transreid.train INFO: Epoch 15 done. Time per epoch: 196.769[s] Speed: 59.5[samples/s]
2024-04-30 11:47:28 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 1.600, Acc: 0.759, Base Lr: 6.42e-03
2024-04-30 11:47:38 transreid.train INFO: Epoch[16] Iter[20/186] Loss: 1.481, Acc: 0.791, Base Lr: 6.42e-03
2024-04-30 11:47:49 transreid.train INFO: Epoch[16] Iter[30/186] Loss: 1.424, Acc: 0.803, Base Lr: 6.42e-03
2024-04-30 11:48:00 transreid.train INFO: Epoch[16] Iter[40/186] Loss: 1.402, Acc: 0.813, Base Lr: 6.42e-03
2024-04-30 11:48:10 transreid.train INFO: Epoch[16] Iter[50/186] Loss: 1.412, Acc: 0.809, Base Lr: 6.42e-03
2024-04-30 11:48:21 transreid.train INFO: Epoch[16] Iter[60/186] Loss: 1.381, Acc: 0.819, Base Lr: 6.42e-03
2024-04-30 11:48:32 transreid.train INFO: Epoch[16] Iter[70/186] Loss: 1.332, Acc: 0.829, Base Lr: 6.42e-03
2024-04-30 11:48:42 transreid.train INFO: Epoch[16] Iter[80/186] Loss: 1.312, Acc: 0.839, Base Lr: 6.42e-03
2024-04-30 11:48:53 transreid.train INFO: Epoch[16] Iter[90/186] Loss: 1.296, Acc: 0.842, Base Lr: 6.42e-03
2024-04-30 11:49:04 transreid.train INFO: Epoch[16] Iter[100/186] Loss: 1.261, Acc: 0.850, Base Lr: 6.42e-03
2024-04-30 11:49:15 transreid.train INFO: Epoch[16] Iter[110/186] Loss: 1.237, Acc: 0.855, Base Lr: 6.42e-03
2024-04-30 11:49:26 transreid.train INFO: Epoch[16] Iter[120/186] Loss: 1.211, Acc: 0.860, Base Lr: 6.42e-03
2024-04-30 11:49:37 transreid.train INFO: Epoch[16] Iter[130/186] Loss: 1.197, Acc: 0.862, Base Lr: 6.42e-03
2024-04-30 11:49:47 transreid.train INFO: Epoch[16] Iter[140/186] Loss: 1.178, Acc: 0.866, Base Lr: 6.42e-03
2024-04-30 11:49:58 transreid.train INFO: Epoch[16] Iter[150/186] Loss: 1.166, Acc: 0.869, Base Lr: 6.42e-03
2024-04-30 11:50:09 transreid.train INFO: Epoch[16] Iter[160/186] Loss: 1.140, Acc: 0.874, Base Lr: 6.42e-03
2024-04-30 11:50:19 transreid.train INFO: Epoch[16] Iter[170/186] Loss: 1.114, Acc: 0.878, Base Lr: 6.42e-03
2024-04-30 11:50:30 transreid.train INFO: Epoch[16] Iter[180/186] Loss: 1.085, Acc: 0.883, Base Lr: 6.42e-03
2024-04-30 11:50:34 transreid.train INFO: Epoch 16 done. Time per epoch: 197.473[s] Speed: 59.3[samples/s]
2024-04-30 11:50:45 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 1.163, Acc: 0.867, Base Lr: 6.81e-03
2024-04-30 11:50:56 transreid.train INFO: Epoch[17] Iter[20/186] Loss: 1.163, Acc: 0.867, Base Lr: 6.81e-03
2024-04-30 11:51:06 transreid.train INFO: Epoch[17] Iter[30/186] Loss: 1.197, Acc: 0.860, Base Lr: 6.81e-03
2024-04-30 11:51:17 transreid.train INFO: Epoch[17] Iter[40/186] Loss: 1.196, Acc: 0.864, Base Lr: 6.81e-03
2024-04-30 11:51:28 transreid.train INFO: Epoch[17] Iter[50/186] Loss: 1.155, Acc: 0.870, Base Lr: 6.81e-03
2024-04-30 11:51:39 transreid.train INFO: Epoch[17] Iter[60/186] Loss: 1.129, Acc: 0.874, Base Lr: 6.81e-03
2024-04-30 11:51:49 transreid.train INFO: Epoch[17] Iter[70/186] Loss: 1.109, Acc: 0.876, Base Lr: 6.81e-03
2024-04-30 11:52:00 transreid.train INFO: Epoch[17] Iter[80/186] Loss: 1.101, Acc: 0.876, Base Lr: 6.81e-03
2024-04-30 11:52:11 transreid.train INFO: Epoch[17] Iter[90/186] Loss: 1.087, Acc: 0.878, Base Lr: 6.81e-03
2024-04-30 11:52:22 transreid.train INFO: Epoch[17] Iter[100/186] Loss: 1.080, Acc: 0.878, Base Lr: 6.81e-03
2024-04-30 11:52:32 transreid.train INFO: Epoch[17] Iter[110/186] Loss: 1.070, Acc: 0.882, Base Lr: 6.81e-03
2024-04-30 11:52:43 transreid.train INFO: Epoch[17] Iter[120/186] Loss: 1.059, Acc: 0.884, Base Lr: 6.81e-03
2024-04-30 11:52:54 transreid.train INFO: Epoch[17] Iter[130/186] Loss: 1.045, Acc: 0.887, Base Lr: 6.81e-03
2024-04-30 11:53:04 transreid.train INFO: Epoch[17] Iter[140/186] Loss: 1.022, Acc: 0.891, Base Lr: 6.81e-03
2024-04-30 11:53:15 transreid.train INFO: Epoch[17] Iter[150/186] Loss: 1.007, Acc: 0.894, Base Lr: 6.81e-03
2024-04-30 11:53:26 transreid.train INFO: Epoch[17] Iter[160/186] Loss: 0.996, Acc: 0.895, Base Lr: 6.81e-03
2024-04-30 11:53:37 transreid.train INFO: Epoch[17] Iter[170/186] Loss: 0.977, Acc: 0.898, Base Lr: 6.81e-03
2024-04-30 11:53:47 transreid.train INFO: Epoch[17] Iter[180/186] Loss: 0.955, Acc: 0.901, Base Lr: 6.81e-03
2024-04-30 11:53:50 transreid.train INFO: Epoch 17 done. Time per epoch: 196.935[s] Speed: 59.5[samples/s]
2024-04-30 11:54:02 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 1.023, Acc: 0.866, Base Lr: 7.21e-03
2024-04-30 11:54:13 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 1.044, Acc: 0.874, Base Lr: 7.21e-03
2024-04-30 11:54:23 transreid.train INFO: Epoch[18] Iter[30/186] Loss: 1.021, Acc: 0.888, Base Lr: 7.21e-03
2024-04-30 11:54:34 transreid.train INFO: Epoch[18] Iter[40/186] Loss: 1.014, Acc: 0.887, Base Lr: 7.21e-03
2024-04-30 11:54:44 transreid.train INFO: Epoch[18] Iter[50/186] Loss: 0.986, Acc: 0.894, Base Lr: 7.21e-03
2024-04-30 11:54:55 transreid.train INFO: Epoch[18] Iter[60/186] Loss: 0.975, Acc: 0.897, Base Lr: 7.21e-03
2024-04-30 11:55:06 transreid.train INFO: Epoch[18] Iter[70/186] Loss: 0.954, Acc: 0.899, Base Lr: 7.21e-03
2024-04-30 11:55:16 transreid.train INFO: Epoch[18] Iter[80/186] Loss: 0.941, Acc: 0.899, Base Lr: 7.21e-03
2024-04-30 11:55:27 transreid.train INFO: Epoch[18] Iter[90/186] Loss: 0.940, Acc: 0.900, Base Lr: 7.21e-03
2024-04-30 11:55:38 transreid.train INFO: Epoch[18] Iter[100/186] Loss: 0.933, Acc: 0.902, Base Lr: 7.21e-03
2024-04-30 11:55:49 transreid.train INFO: Epoch[18] Iter[110/186] Loss: 0.924, Acc: 0.904, Base Lr: 7.21e-03
2024-04-30 11:55:59 transreid.train INFO: Epoch[18] Iter[120/186] Loss: 0.928, Acc: 0.905, Base Lr: 7.21e-03
2024-04-30 11:56:10 transreid.train INFO: Epoch[18] Iter[130/186] Loss: 0.913, Acc: 0.908, Base Lr: 7.21e-03
2024-04-30 11:56:20 transreid.train INFO: Epoch[18] Iter[140/186] Loss: 0.895, Acc: 0.910, Base Lr: 7.21e-03
2024-04-30 11:56:31 transreid.train INFO: Epoch[18] Iter[150/186] Loss: 0.878, Acc: 0.913, Base Lr: 7.21e-03
2024-04-30 11:56:42 transreid.train INFO: Epoch[18] Iter[160/186] Loss: 0.859, Acc: 0.916, Base Lr: 7.21e-03
2024-04-30 11:56:53 transreid.train INFO: Epoch[18] Iter[170/186] Loss: 0.843, Acc: 0.918, Base Lr: 7.21e-03
2024-04-30 11:57:03 transreid.train INFO: Epoch[18] Iter[180/186] Loss: 0.826, Acc: 0.921, Base Lr: 7.21e-03
2024-04-30 11:57:07 transreid.train INFO: Epoch 18 done. Time per epoch: 196.247[s] Speed: 59.7[samples/s]
2024-04-30 11:57:18 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.962, Acc: 0.875, Base Lr: 7.60e-03
2024-04-30 11:57:29 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 0.965, Acc: 0.877, Base Lr: 7.60e-03
2024-04-30 11:57:40 transreid.train INFO: Epoch[19] Iter[30/186] Loss: 0.894, Acc: 0.892, Base Lr: 7.60e-03
2024-04-30 11:57:50 transreid.train INFO: Epoch[19] Iter[40/186] Loss: 0.879, Acc: 0.895, Base Lr: 7.60e-03
2024-04-30 11:58:01 transreid.train INFO: Epoch[19] Iter[50/186] Loss: 0.882, Acc: 0.896, Base Lr: 7.60e-03
2024-04-30 11:58:12 transreid.train INFO: Epoch[19] Iter[60/186] Loss: 0.855, Acc: 0.903, Base Lr: 7.60e-03
2024-04-30 11:58:23 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 0.836, Acc: 0.908, Base Lr: 7.60e-03
2024-04-30 11:58:34 transreid.train INFO: Epoch[19] Iter[80/186] Loss: 0.822, Acc: 0.913, Base Lr: 7.60e-03
2024-04-30 11:58:44 transreid.train INFO: Epoch[19] Iter[90/186] Loss: 0.815, Acc: 0.913, Base Lr: 7.60e-03
2024-04-30 11:58:55 transreid.train INFO: Epoch[19] Iter[100/186] Loss: 0.800, Acc: 0.917, Base Lr: 7.60e-03
2024-04-30 11:59:06 transreid.train INFO: Epoch[19] Iter[110/186] Loss: 0.794, Acc: 0.917, Base Lr: 7.60e-03
2024-04-30 11:59:17 transreid.train INFO: Epoch[19] Iter[120/186] Loss: 0.793, Acc: 0.918, Base Lr: 7.60e-03
2024-04-30 11:59:27 transreid.train INFO: Epoch[19] Iter[130/186] Loss: 0.781, Acc: 0.921, Base Lr: 7.60e-03
2024-04-30 11:59:38 transreid.train INFO: Epoch[19] Iter[140/186] Loss: 0.773, Acc: 0.923, Base Lr: 7.60e-03
2024-04-30 11:59:49 transreid.train INFO: Epoch[19] Iter[150/186] Loss: 0.766, Acc: 0.925, Base Lr: 7.60e-03
2024-04-30 11:59:59 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 0.755, Acc: 0.927, Base Lr: 7.60e-03
2024-04-30 12:00:10 transreid.train INFO: Epoch[19] Iter[170/186] Loss: 0.747, Acc: 0.930, Base Lr: 7.60e-03
2024-04-30 12:00:21 transreid.train INFO: Epoch[19] Iter[180/186] Loss: 0.728, Acc: 0.932, Base Lr: 7.60e-03
2024-04-30 12:00:25 transreid.train INFO: Epoch 19 done. Time per epoch: 198.572[s] Speed: 59.3[samples/s]
2024-04-30 12:00:37 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.898, Acc: 0.903, Base Lr: 7.47e-03
2024-04-30 12:00:47 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.813, Acc: 0.915, Base Lr: 7.47e-03
2024-04-30 12:00:58 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 0.844, Acc: 0.909, Base Lr: 7.47e-03
2024-04-30 12:01:09 transreid.train INFO: Epoch[20] Iter[40/186] Loss: 0.813, Acc: 0.916, Base Lr: 7.47e-03
2024-04-30 12:01:20 transreid.train INFO: Epoch[20] Iter[50/186] Loss: 0.777, Acc: 0.919, Base Lr: 7.47e-03
2024-04-30 12:01:31 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 0.763, Acc: 0.923, Base Lr: 7.47e-03
2024-04-30 12:01:41 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.762, Acc: 0.925, Base Lr: 7.47e-03
2024-04-30 12:01:52 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.752, Acc: 0.929, Base Lr: 7.47e-03
2024-04-30 12:02:03 transreid.train INFO: Epoch[20] Iter[90/186] Loss: 0.744, Acc: 0.931, Base Lr: 7.47e-03
2024-04-30 12:02:14 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 0.741, Acc: 0.932, Base Lr: 7.47e-03
2024-04-30 12:02:24 transreid.train INFO: Epoch[20] Iter[110/186] Loss: 0.735, Acc: 0.934, Base Lr: 7.47e-03
2024-04-30 12:02:35 transreid.train INFO: Epoch[20] Iter[120/186] Loss: 0.724, Acc: 0.935, Base Lr: 7.47e-03
2024-04-30 12:02:45 transreid.train INFO: Epoch[20] Iter[130/186] Loss: 0.713, Acc: 0.936, Base Lr: 7.47e-03
2024-04-30 12:02:56 transreid.train INFO: Epoch[20] Iter[140/186] Loss: 0.707, Acc: 0.937, Base Lr: 7.47e-03
2024-04-30 12:03:06 transreid.train INFO: Epoch[20] Iter[150/186] Loss: 0.695, Acc: 0.939, Base Lr: 7.47e-03
2024-04-30 12:03:17 transreid.train INFO: Epoch[20] Iter[160/186] Loss: 0.685, Acc: 0.940, Base Lr: 7.47e-03
2024-04-30 12:03:28 transreid.train INFO: Epoch[20] Iter[170/186] Loss: 0.676, Acc: 0.940, Base Lr: 7.47e-03
2024-04-30 12:03:39 transreid.train INFO: Epoch[20] Iter[180/186] Loss: 0.667, Acc: 0.941, Base Lr: 7.47e-03
2024-04-30 12:03:42 transreid.train INFO: Epoch 20 done. Time per epoch: 196.454[s] Speed: 59.6[samples/s]
2024-04-30 12:04:59 transreid.train INFO: Validation Results - Epoch: 20
2024-04-30 12:04:59 transreid.train INFO: mAP: 67.6%
2024-04-30 12:04:59 transreid.train INFO: CMC curve, Rank-1  :85.3%
2024-04-30 12:04:59 transreid.train INFO: CMC curve, Rank-5  :94.3%
2024-04-30 12:04:59 transreid.train INFO: CMC curve, Rank-10 :96.3%
2024-04-30 12:05:11 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.824, Acc: 0.928, Base Lr: 7.41e-03
2024-04-30 12:05:22 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.808, Acc: 0.927, Base Lr: 7.41e-03
2024-04-30 12:05:32 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 0.772, Acc: 0.933, Base Lr: 7.41e-03
2024-04-30 12:05:43 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 0.734, Acc: 0.941, Base Lr: 7.41e-03
2024-04-30 12:05:54 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.697, Acc: 0.942, Base Lr: 7.41e-03
2024-04-30 12:06:05 transreid.train INFO: Epoch[21] Iter[60/186] Loss: 0.687, Acc: 0.942, Base Lr: 7.41e-03
2024-04-30 12:06:15 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.683, Acc: 0.942, Base Lr: 7.41e-03
2024-04-30 12:06:26 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 0.664, Acc: 0.944, Base Lr: 7.41e-03
2024-04-30 12:06:37 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.652, Acc: 0.944, Base Lr: 7.41e-03
2024-04-30 12:06:48 transreid.train INFO: Epoch[21] Iter[100/186] Loss: 0.645, Acc: 0.944, Base Lr: 7.41e-03
2024-04-30 12:06:58 transreid.train INFO: Epoch[21] Iter[110/186] Loss: 0.644, Acc: 0.946, Base Lr: 7.41e-03
2024-04-30 12:07:09 transreid.train INFO: Epoch[21] Iter[120/186] Loss: 0.640, Acc: 0.946, Base Lr: 7.41e-03
2024-04-30 12:07:20 transreid.train INFO: Epoch[21] Iter[130/186] Loss: 0.629, Acc: 0.947, Base Lr: 7.41e-03
2024-04-30 12:07:30 transreid.train INFO: Epoch[21] Iter[140/186] Loss: 0.616, Acc: 0.949, Base Lr: 7.41e-03
2024-04-30 12:07:41 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 0.601, Acc: 0.951, Base Lr: 7.41e-03
2024-04-30 12:07:52 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.599, Acc: 0.951, Base Lr: 7.41e-03
2024-04-30 12:08:03 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.588, Acc: 0.953, Base Lr: 7.41e-03
2024-04-30 12:08:13 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.578, Acc: 0.954, Base Lr: 7.41e-03
2024-04-30 12:08:18 transreid.train INFO: Epoch 21 done. Time per epoch: 198.403[s] Speed: 59.4[samples/s]
2024-04-30 12:08:29 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.751, Acc: 0.908, Base Lr: 7.36e-03
2024-04-30 12:08:40 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 0.672, Acc: 0.927, Base Lr: 7.36e-03
2024-04-30 12:08:50 transreid.train INFO: Epoch[22] Iter[30/186] Loss: 0.636, Acc: 0.941, Base Lr: 7.36e-03
2024-04-30 12:09:01 transreid.train INFO: Epoch[22] Iter[40/186] Loss: 0.603, Acc: 0.950, Base Lr: 7.36e-03
2024-04-30 12:09:12 transreid.train INFO: Epoch[22] Iter[50/186] Loss: 0.601, Acc: 0.954, Base Lr: 7.36e-03
2024-04-30 12:09:23 transreid.train INFO: Epoch[22] Iter[60/186] Loss: 0.601, Acc: 0.953, Base Lr: 7.36e-03
2024-04-30 12:09:34 transreid.train INFO: Epoch[22] Iter[70/186] Loss: 0.595, Acc: 0.952, Base Lr: 7.36e-03
2024-04-30 12:09:44 transreid.train INFO: Epoch[22] Iter[80/186] Loss: 0.586, Acc: 0.954, Base Lr: 7.36e-03
2024-04-30 12:09:55 transreid.train INFO: Epoch[22] Iter[90/186] Loss: 0.581, Acc: 0.954, Base Lr: 7.36e-03
2024-04-30 12:10:06 transreid.train INFO: Epoch[22] Iter[100/186] Loss: 0.576, Acc: 0.955, Base Lr: 7.36e-03
2024-04-30 12:10:17 transreid.train INFO: Epoch[22] Iter[110/186] Loss: 0.561, Acc: 0.956, Base Lr: 7.36e-03
2024-04-30 12:10:27 transreid.train INFO: Epoch[22] Iter[120/186] Loss: 0.558, Acc: 0.957, Base Lr: 7.36e-03
2024-04-30 12:10:37 transreid.train INFO: Epoch[22] Iter[130/186] Loss: 0.550, Acc: 0.957, Base Lr: 7.36e-03
2024-04-30 12:10:48 transreid.train INFO: Epoch[22] Iter[140/186] Loss: 0.544, Acc: 0.957, Base Lr: 7.36e-03
2024-04-30 12:10:59 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 0.537, Acc: 0.958, Base Lr: 7.36e-03
2024-04-30 12:11:09 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.531, Acc: 0.959, Base Lr: 7.36e-03
2024-04-30 12:11:20 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.524, Acc: 0.960, Base Lr: 7.36e-03
2024-04-30 12:11:31 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 0.515, Acc: 0.961, Base Lr: 7.36e-03
2024-04-30 12:11:34 transreid.train INFO: Epoch 22 done. Time per epoch: 196.252[s] Speed: 59.7[samples/s]
2024-04-30 12:11:45 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.696, Acc: 0.939, Base Lr: 7.30e-03
2024-04-30 12:11:56 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.675, Acc: 0.945, Base Lr: 7.30e-03
2024-04-30 12:12:07 transreid.train INFO: Epoch[23] Iter[30/186] Loss: 0.652, Acc: 0.948, Base Lr: 7.30e-03
2024-04-30 12:12:18 transreid.train INFO: Epoch[23] Iter[40/186] Loss: 0.627, Acc: 0.954, Base Lr: 7.30e-03
2024-04-30 12:12:28 transreid.train INFO: Epoch[23] Iter[50/186] Loss: 0.607, Acc: 0.954, Base Lr: 7.30e-03
2024-04-30 12:12:39 transreid.train INFO: Epoch[23] Iter[60/186] Loss: 0.593, Acc: 0.955, Base Lr: 7.30e-03
2024-04-30 12:12:50 transreid.train INFO: Epoch[23] Iter[70/186] Loss: 0.582, Acc: 0.955, Base Lr: 7.30e-03
2024-04-30 12:13:00 transreid.train INFO: Epoch[23] Iter[80/186] Loss: 0.572, Acc: 0.956, Base Lr: 7.30e-03
2024-04-30 12:13:11 transreid.train INFO: Epoch[23] Iter[90/186] Loss: 0.559, Acc: 0.958, Base Lr: 7.30e-03
2024-04-30 12:13:22 transreid.train INFO: Epoch[23] Iter[100/186] Loss: 0.552, Acc: 0.957, Base Lr: 7.30e-03
2024-04-30 12:13:33 transreid.train INFO: Epoch[23] Iter[110/186] Loss: 0.545, Acc: 0.957, Base Lr: 7.30e-03
2024-04-30 12:13:43 transreid.train INFO: Epoch[23] Iter[120/186] Loss: 0.539, Acc: 0.958, Base Lr: 7.30e-03
2024-04-30 12:13:54 transreid.train INFO: Epoch[23] Iter[130/186] Loss: 0.537, Acc: 0.959, Base Lr: 7.30e-03
2024-04-30 12:14:05 transreid.train INFO: Epoch[23] Iter[140/186] Loss: 0.531, Acc: 0.959, Base Lr: 7.30e-03
2024-04-30 12:14:16 transreid.train INFO: Epoch[23] Iter[150/186] Loss: 0.522, Acc: 0.959, Base Lr: 7.30e-03
2024-04-30 12:14:26 transreid.train INFO: Epoch[23] Iter[160/186] Loss: 0.517, Acc: 0.959, Base Lr: 7.30e-03
2024-04-30 12:14:37 transreid.train INFO: Epoch[23] Iter[170/186] Loss: 0.506, Acc: 0.961, Base Lr: 7.30e-03
2024-04-30 12:14:48 transreid.train INFO: Epoch[23] Iter[180/186] Loss: 0.498, Acc: 0.962, Base Lr: 7.30e-03
2024-04-30 12:14:51 transreid.train INFO: Epoch 23 done. Time per epoch: 197.141[s] Speed: 59.4[samples/s]
2024-04-30 12:15:03 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.544, Acc: 0.947, Base Lr: 7.24e-03
2024-04-30 12:15:13 transreid.train INFO: Epoch[24] Iter[20/186] Loss: 0.536, Acc: 0.954, Base Lr: 7.24e-03
2024-04-30 12:15:24 transreid.train INFO: Epoch[24] Iter[30/186] Loss: 0.497, Acc: 0.961, Base Lr: 7.24e-03
2024-04-30 12:15:35 transreid.train INFO: Epoch[24] Iter[40/186] Loss: 0.503, Acc: 0.962, Base Lr: 7.24e-03
2024-04-30 12:15:46 transreid.train INFO: Epoch[24] Iter[50/186] Loss: 0.518, Acc: 0.961, Base Lr: 7.24e-03
2024-04-30 12:15:57 transreid.train INFO: Epoch[24] Iter[60/186] Loss: 0.525, Acc: 0.960, Base Lr: 7.24e-03
2024-04-30 12:16:07 transreid.train INFO: Epoch[24] Iter[70/186] Loss: 0.511, Acc: 0.962, Base Lr: 7.24e-03
2024-04-30 12:16:18 transreid.train INFO: Epoch[24] Iter[80/186] Loss: 0.507, Acc: 0.961, Base Lr: 7.24e-03
2024-04-30 12:16:29 transreid.train INFO: Epoch[24] Iter[90/186] Loss: 0.505, Acc: 0.961, Base Lr: 7.24e-03
2024-04-30 12:16:39 transreid.train INFO: Epoch[24] Iter[100/186] Loss: 0.501, Acc: 0.961, Base Lr: 7.24e-03
2024-04-30 12:16:50 transreid.train INFO: Epoch[24] Iter[110/186] Loss: 0.487, Acc: 0.962, Base Lr: 7.24e-03
2024-04-30 12:17:01 transreid.train INFO: Epoch[24] Iter[120/186] Loss: 0.484, Acc: 0.962, Base Lr: 7.24e-03
2024-04-30 12:17:12 transreid.train INFO: Epoch[24] Iter[130/186] Loss: 0.475, Acc: 0.964, Base Lr: 7.24e-03
2024-04-30 12:17:22 transreid.train INFO: Epoch[24] Iter[140/186] Loss: 0.468, Acc: 0.965, Base Lr: 7.24e-03
2024-04-30 12:17:33 transreid.train INFO: Epoch[24] Iter[150/186] Loss: 0.457, Acc: 0.966, Base Lr: 7.24e-03
2024-04-30 12:17:44 transreid.train INFO: Epoch[24] Iter[160/186] Loss: 0.450, Acc: 0.967, Base Lr: 7.24e-03
2024-04-30 12:17:54 transreid.train INFO: Epoch[24] Iter[170/186] Loss: 0.444, Acc: 0.967, Base Lr: 7.24e-03
2024-04-30 12:18:05 transreid.train INFO: Epoch[24] Iter[180/186] Loss: 0.439, Acc: 0.968, Base Lr: 7.24e-03
2024-04-30 12:18:10 transreid.train INFO: Epoch 24 done. Time per epoch: 198.546[s] Speed: 59.3[samples/s]
2024-04-30 12:18:21 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.485, Acc: 0.955, Base Lr: 7.18e-03
2024-04-30 12:18:32 transreid.train INFO: Epoch[25] Iter[20/186] Loss: 0.466, Acc: 0.965, Base Lr: 7.18e-03
2024-04-30 12:18:41 transreid.train INFO: Epoch[25] Iter[30/186] Loss: 0.433, Acc: 0.967, Base Lr: 7.18e-03
2024-04-30 12:18:52 transreid.train INFO: Epoch[25] Iter[40/186] Loss: 0.432, Acc: 0.968, Base Lr: 7.18e-03
2024-04-30 12:19:02 transreid.train INFO: Epoch[25] Iter[50/186] Loss: 0.417, Acc: 0.970, Base Lr: 7.18e-03
2024-04-30 12:19:13 transreid.train INFO: Epoch[25] Iter[60/186] Loss: 0.410, Acc: 0.970, Base Lr: 7.18e-03
2024-04-30 12:19:24 transreid.train INFO: Epoch[25] Iter[70/186] Loss: 0.413, Acc: 0.971, Base Lr: 7.18e-03
2024-04-30 12:19:35 transreid.train INFO: Epoch[25] Iter[80/186] Loss: 0.412, Acc: 0.972, Base Lr: 7.18e-03
2024-04-30 12:19:45 transreid.train INFO: Epoch[25] Iter[90/186] Loss: 0.429, Acc: 0.970, Base Lr: 7.18e-03
2024-04-30 12:19:56 transreid.train INFO: Epoch[25] Iter[100/186] Loss: 0.434, Acc: 0.970, Base Lr: 7.18e-03
2024-04-30 12:20:07 transreid.train INFO: Epoch[25] Iter[110/186] Loss: 0.429, Acc: 0.970, Base Lr: 7.18e-03
2024-04-30 12:20:18 transreid.train INFO: Epoch[25] Iter[120/186] Loss: 0.426, Acc: 0.971, Base Lr: 7.18e-03
2024-04-30 12:20:28 transreid.train INFO: Epoch[25] Iter[130/186] Loss: 0.424, Acc: 0.972, Base Lr: 7.18e-03
2024-04-30 12:20:39 transreid.train INFO: Epoch[25] Iter[140/186] Loss: 0.421, Acc: 0.972, Base Lr: 7.18e-03
2024-04-30 12:20:50 transreid.train INFO: Epoch[25] Iter[150/186] Loss: 0.420, Acc: 0.972, Base Lr: 7.18e-03
2024-04-30 12:21:00 transreid.train INFO: Epoch[25] Iter[160/186] Loss: 0.412, Acc: 0.973, Base Lr: 7.18e-03
2024-04-30 12:21:11 transreid.train INFO: Epoch[25] Iter[170/186] Loss: 0.408, Acc: 0.973, Base Lr: 7.18e-03
2024-04-30 12:21:22 transreid.train INFO: Epoch[25] Iter[180/186] Loss: 0.404, Acc: 0.973, Base Lr: 7.18e-03
2024-04-30 12:21:25 transreid.train INFO: Epoch 25 done. Time per epoch: 195.715[s] Speed: 59.8[samples/s]
2024-04-30 12:21:37 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.461, Acc: 0.970, Base Lr: 7.11e-03
2024-04-30 12:21:48 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 0.491, Acc: 0.964, Base Lr: 7.11e-03
2024-04-30 12:21:58 transreid.train INFO: Epoch[26] Iter[30/186] Loss: 0.449, Acc: 0.969, Base Lr: 7.11e-03
2024-04-30 12:22:09 transreid.train INFO: Epoch[26] Iter[40/186] Loss: 0.459, Acc: 0.968, Base Lr: 7.11e-03
2024-04-30 12:22:20 transreid.train INFO: Epoch[26] Iter[50/186] Loss: 0.440, Acc: 0.972, Base Lr: 7.11e-03
2024-04-30 12:22:31 transreid.train INFO: Epoch[26] Iter[60/186] Loss: 0.440, Acc: 0.972, Base Lr: 7.11e-03
2024-04-30 12:22:41 transreid.train INFO: Epoch[26] Iter[70/186] Loss: 0.438, Acc: 0.973, Base Lr: 7.11e-03
2024-04-30 12:22:52 transreid.train INFO: Epoch[26] Iter[80/186] Loss: 0.442, Acc: 0.971, Base Lr: 7.11e-03
2024-04-30 12:23:03 transreid.train INFO: Epoch[26] Iter[90/186] Loss: 0.438, Acc: 0.971, Base Lr: 7.11e-03
2024-04-30 12:23:13 transreid.train INFO: Epoch[26] Iter[100/186] Loss: 0.438, Acc: 0.971, Base Lr: 7.11e-03
2024-04-30 12:23:24 transreid.train INFO: Epoch[26] Iter[110/186] Loss: 0.435, Acc: 0.971, Base Lr: 7.11e-03
2024-04-30 12:23:35 transreid.train INFO: Epoch[26] Iter[120/186] Loss: 0.429, Acc: 0.972, Base Lr: 7.11e-03
2024-04-30 12:23:46 transreid.train INFO: Epoch[26] Iter[130/186] Loss: 0.422, Acc: 0.973, Base Lr: 7.11e-03
2024-04-30 12:23:56 transreid.train INFO: Epoch[26] Iter[140/186] Loss: 0.417, Acc: 0.974, Base Lr: 7.11e-03
2024-04-30 12:24:07 transreid.train INFO: Epoch[26] Iter[150/186] Loss: 0.412, Acc: 0.975, Base Lr: 7.11e-03
2024-04-30 12:24:18 transreid.train INFO: Epoch[26] Iter[160/186] Loss: 0.405, Acc: 0.975, Base Lr: 7.11e-03
2024-04-30 12:24:29 transreid.train INFO: Epoch[26] Iter[170/186] Loss: 0.400, Acc: 0.975, Base Lr: 7.11e-03
2024-04-30 12:24:39 transreid.train INFO: Epoch[26] Iter[180/186] Loss: 0.393, Acc: 0.976, Base Lr: 7.11e-03
2024-04-30 12:24:43 transreid.train INFO: Epoch 26 done. Time per epoch: 197.175[s] Speed: 59.4[samples/s]
2024-04-30 12:24:54 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.421, Acc: 0.966, Base Lr: 7.04e-03
2024-04-30 12:25:05 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.391, Acc: 0.971, Base Lr: 7.04e-03
2024-04-30 12:25:15 transreid.train INFO: Epoch[27] Iter[30/186] Loss: 0.401, Acc: 0.972, Base Lr: 7.04e-03
2024-04-30 12:25:26 transreid.train INFO: Epoch[27] Iter[40/186] Loss: 0.379, Acc: 0.973, Base Lr: 7.04e-03
2024-04-30 12:25:37 transreid.train INFO: Epoch[27] Iter[50/186] Loss: 0.384, Acc: 0.972, Base Lr: 7.04e-03
2024-04-30 12:25:47 transreid.train INFO: Epoch[27] Iter[60/186] Loss: 0.386, Acc: 0.973, Base Lr: 7.04e-03
2024-04-30 12:25:58 transreid.train INFO: Epoch[27] Iter[70/186] Loss: 0.387, Acc: 0.972, Base Lr: 7.04e-03
2024-04-30 12:26:09 transreid.train INFO: Epoch[27] Iter[80/186] Loss: 0.378, Acc: 0.974, Base Lr: 7.04e-03
2024-04-30 12:26:20 transreid.train INFO: Epoch[27] Iter[90/186] Loss: 0.381, Acc: 0.973, Base Lr: 7.04e-03
2024-04-30 12:26:30 transreid.train INFO: Epoch[27] Iter[100/186] Loss: 0.382, Acc: 0.974, Base Lr: 7.04e-03
2024-04-30 12:26:41 transreid.train INFO: Epoch[27] Iter[110/186] Loss: 0.373, Acc: 0.973, Base Lr: 7.04e-03
2024-04-30 12:26:51 transreid.train INFO: Epoch[27] Iter[120/186] Loss: 0.368, Acc: 0.974, Base Lr: 7.04e-03
2024-04-30 12:27:02 transreid.train INFO: Epoch[27] Iter[130/186] Loss: 0.366, Acc: 0.973, Base Lr: 7.04e-03
2024-04-30 12:27:13 transreid.train INFO: Epoch[27] Iter[140/186] Loss: 0.360, Acc: 0.973, Base Lr: 7.04e-03
2024-04-30 12:27:24 transreid.train INFO: Epoch[27] Iter[150/186] Loss: 0.361, Acc: 0.974, Base Lr: 7.04e-03
2024-04-30 12:27:34 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 0.357, Acc: 0.974, Base Lr: 7.04e-03
2024-04-30 12:27:45 transreid.train INFO: Epoch[27] Iter[170/186] Loss: 0.351, Acc: 0.975, Base Lr: 7.04e-03
2024-04-30 12:27:56 transreid.train INFO: Epoch[27] Iter[180/186] Loss: 0.343, Acc: 0.976, Base Lr: 7.04e-03
2024-04-30 12:27:59 transreid.train INFO: Epoch 27 done. Time per epoch: 196.584[s] Speed: 59.6[samples/s]
2024-04-30 12:28:10 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.322, Acc: 0.981, Base Lr: 6.97e-03
2024-04-30 12:28:21 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.309, Acc: 0.982, Base Lr: 6.97e-03
2024-04-30 12:28:32 transreid.train INFO: Epoch[28] Iter[30/186] Loss: 0.338, Acc: 0.980, Base Lr: 6.97e-03
2024-04-30 12:28:43 transreid.train INFO: Epoch[28] Iter[40/186] Loss: 0.344, Acc: 0.981, Base Lr: 6.97e-03
2024-04-30 12:28:53 transreid.train INFO: Epoch[28] Iter[50/186] Loss: 0.346, Acc: 0.979, Base Lr: 6.97e-03
2024-04-30 12:29:04 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 0.340, Acc: 0.978, Base Lr: 6.97e-03
2024-04-30 12:29:15 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 0.332, Acc: 0.979, Base Lr: 6.97e-03
2024-04-30 12:29:25 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 0.335, Acc: 0.979, Base Lr: 6.97e-03
2024-04-30 12:29:36 transreid.train INFO: Epoch[28] Iter[90/186] Loss: 0.330, Acc: 0.979, Base Lr: 6.97e-03
2024-04-30 12:29:47 transreid.train INFO: Epoch[28] Iter[100/186] Loss: 0.331, Acc: 0.978, Base Lr: 6.97e-03
2024-04-30 12:29:57 transreid.train INFO: Epoch[28] Iter[110/186] Loss: 0.337, Acc: 0.978, Base Lr: 6.97e-03
2024-04-30 12:30:08 transreid.train INFO: Epoch[28] Iter[120/186] Loss: 0.338, Acc: 0.978, Base Lr: 6.97e-03
2024-04-30 12:30:19 transreid.train INFO: Epoch[28] Iter[130/186] Loss: 0.341, Acc: 0.978, Base Lr: 6.97e-03
2024-04-30 12:30:29 transreid.train INFO: Epoch[28] Iter[140/186] Loss: 0.341, Acc: 0.978, Base Lr: 6.97e-03
2024-04-30 12:30:40 transreid.train INFO: Epoch[28] Iter[150/186] Loss: 0.339, Acc: 0.979, Base Lr: 6.97e-03
2024-04-30 12:30:51 transreid.train INFO: Epoch[28] Iter[160/186] Loss: 0.334, Acc: 0.979, Base Lr: 6.97e-03
2024-04-30 12:31:02 transreid.train INFO: Epoch[28] Iter[170/186] Loss: 0.330, Acc: 0.980, Base Lr: 6.97e-03
2024-04-30 12:31:12 transreid.train INFO: Epoch[28] Iter[180/186] Loss: 0.325, Acc: 0.980, Base Lr: 6.97e-03
2024-04-30 12:31:16 transreid.train INFO: Epoch 28 done. Time per epoch: 196.660[s] Speed: 59.6[samples/s]
2024-04-30 12:31:27 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.379, Acc: 0.969, Base Lr: 6.90e-03
2024-04-30 12:31:38 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 0.387, Acc: 0.973, Base Lr: 6.90e-03
2024-04-30 12:31:49 transreid.train INFO: Epoch[29] Iter[30/186] Loss: 0.386, Acc: 0.974, Base Lr: 6.90e-03
2024-04-30 12:31:59 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 0.384, Acc: 0.974, Base Lr: 6.90e-03
2024-04-30 12:32:10 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 0.366, Acc: 0.976, Base Lr: 6.90e-03
2024-04-30 12:32:21 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 0.358, Acc: 0.977, Base Lr: 6.90e-03
2024-04-30 12:32:32 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.359, Acc: 0.977, Base Lr: 6.90e-03
2024-04-30 12:32:42 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.351, Acc: 0.977, Base Lr: 6.90e-03
2024-04-30 12:32:53 transreid.train INFO: Epoch[29] Iter[90/186] Loss: 0.335, Acc: 0.979, Base Lr: 6.90e-03
2024-04-30 12:33:04 transreid.train INFO: Epoch[29] Iter[100/186] Loss: 0.326, Acc: 0.980, Base Lr: 6.90e-03
2024-04-30 12:33:15 transreid.train INFO: Epoch[29] Iter[110/186] Loss: 0.328, Acc: 0.980, Base Lr: 6.90e-03
2024-04-30 12:33:25 transreid.train INFO: Epoch[29] Iter[120/186] Loss: 0.324, Acc: 0.980, Base Lr: 6.90e-03
2024-04-30 12:33:36 transreid.train INFO: Epoch[29] Iter[130/186] Loss: 0.320, Acc: 0.980, Base Lr: 6.90e-03
2024-04-30 12:33:47 transreid.train INFO: Epoch[29] Iter[140/186] Loss: 0.316, Acc: 0.980, Base Lr: 6.90e-03
2024-04-30 12:33:58 transreid.train INFO: Epoch[29] Iter[150/186] Loss: 0.309, Acc: 0.981, Base Lr: 6.90e-03
2024-04-30 12:34:08 transreid.train INFO: Epoch[29] Iter[160/186] Loss: 0.306, Acc: 0.981, Base Lr: 6.90e-03
2024-04-30 12:34:19 transreid.train INFO: Epoch[29] Iter[170/186] Loss: 0.302, Acc: 0.981, Base Lr: 6.90e-03
2024-04-30 12:34:29 transreid.train INFO: Epoch[29] Iter[180/186] Loss: 0.295, Acc: 0.982, Base Lr: 6.90e-03
2024-04-30 12:34:32 transreid.train INFO: Epoch 29 done. Time per epoch: 196.239[s] Speed: 59.7[samples/s]
2024-04-30 12:34:44 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.352, Acc: 0.973, Base Lr: 6.83e-03
2024-04-30 12:34:54 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.366, Acc: 0.966, Base Lr: 6.83e-03
2024-04-30 12:35:05 transreid.train INFO: Epoch[30] Iter[30/186] Loss: 0.337, Acc: 0.971, Base Lr: 6.83e-03
2024-04-30 12:35:16 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 0.324, Acc: 0.971, Base Lr: 6.83e-03
2024-04-30 12:35:26 transreid.train INFO: Epoch[30] Iter[50/186] Loss: 0.322, Acc: 0.975, Base Lr: 6.83e-03
2024-04-30 12:35:37 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 0.317, Acc: 0.977, Base Lr: 6.83e-03
2024-04-30 12:35:48 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.316, Acc: 0.976, Base Lr: 6.83e-03
2024-04-30 12:35:59 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.321, Acc: 0.975, Base Lr: 6.83e-03
2024-04-30 12:36:10 transreid.train INFO: Epoch[30] Iter[90/186] Loss: 0.315, Acc: 0.976, Base Lr: 6.83e-03
2024-04-30 12:36:20 transreid.train INFO: Epoch[30] Iter[100/186] Loss: 0.311, Acc: 0.977, Base Lr: 6.83e-03
2024-04-30 12:36:31 transreid.train INFO: Epoch[30] Iter[110/186] Loss: 0.312, Acc: 0.977, Base Lr: 6.83e-03
2024-04-30 12:36:41 transreid.train INFO: Epoch[30] Iter[120/186] Loss: 0.313, Acc: 0.976, Base Lr: 6.83e-03
2024-04-30 12:36:52 transreid.train INFO: Epoch[30] Iter[130/186] Loss: 0.311, Acc: 0.976, Base Lr: 6.83e-03
2024-04-30 12:37:03 transreid.train INFO: Epoch[30] Iter[140/186] Loss: 0.310, Acc: 0.977, Base Lr: 6.83e-03
2024-04-30 12:37:14 transreid.train INFO: Epoch[30] Iter[150/186] Loss: 0.303, Acc: 0.978, Base Lr: 6.83e-03
2024-04-30 12:37:24 transreid.train INFO: Epoch[30] Iter[160/186] Loss: 0.299, Acc: 0.979, Base Lr: 6.83e-03
2024-04-30 12:37:35 transreid.train INFO: Epoch[30] Iter[170/186] Loss: 0.293, Acc: 0.979, Base Lr: 6.83e-03
2024-04-30 12:37:46 transreid.train INFO: Epoch[30] Iter[180/186] Loss: 0.292, Acc: 0.979, Base Lr: 6.83e-03
2024-04-30 12:37:50 transreid.train INFO: Epoch 30 done. Time per epoch: 198.339[s] Speed: 59.4[samples/s]
2024-04-30 12:38:02 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.291, Acc: 0.984, Base Lr: 6.76e-03
2024-04-30 12:38:12 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 0.321, Acc: 0.984, Base Lr: 6.76e-03
2024-04-30 12:38:23 transreid.train INFO: Epoch[31] Iter[30/186] Loss: 0.333, Acc: 0.982, Base Lr: 6.76e-03
2024-04-30 12:38:34 transreid.train INFO: Epoch[31] Iter[40/186] Loss: 0.312, Acc: 0.983, Base Lr: 6.76e-03
2024-04-30 12:38:44 transreid.train INFO: Epoch[31] Iter[50/186] Loss: 0.305, Acc: 0.984, Base Lr: 6.76e-03
2024-04-30 12:38:55 transreid.train INFO: Epoch[31] Iter[60/186] Loss: 0.310, Acc: 0.983, Base Lr: 6.76e-03
2024-04-30 12:39:06 transreid.train INFO: Epoch[31] Iter[70/186] Loss: 0.312, Acc: 0.982, Base Lr: 6.76e-03
2024-04-30 12:39:16 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 0.321, Acc: 0.981, Base Lr: 6.76e-03
2024-04-30 12:39:27 transreid.train INFO: Epoch[31] Iter[90/186] Loss: 0.316, Acc: 0.981, Base Lr: 6.76e-03
2024-04-30 12:39:38 transreid.train INFO: Epoch[31] Iter[100/186] Loss: 0.313, Acc: 0.981, Base Lr: 6.76e-03
2024-04-30 12:39:48 transreid.train INFO: Epoch[31] Iter[110/186] Loss: 0.312, Acc: 0.981, Base Lr: 6.76e-03
2024-04-30 12:39:59 transreid.train INFO: Epoch[31] Iter[120/186] Loss: 0.305, Acc: 0.982, Base Lr: 6.76e-03
2024-04-30 12:40:10 transreid.train INFO: Epoch[31] Iter[130/186] Loss: 0.302, Acc: 0.982, Base Lr: 6.76e-03
2024-04-30 12:40:20 transreid.train INFO: Epoch[31] Iter[140/186] Loss: 0.307, Acc: 0.982, Base Lr: 6.76e-03
2024-04-30 12:40:31 transreid.train INFO: Epoch[31] Iter[150/186] Loss: 0.302, Acc: 0.983, Base Lr: 6.76e-03
2024-04-30 12:40:42 transreid.train INFO: Epoch[31] Iter[160/186] Loss: 0.298, Acc: 0.983, Base Lr: 6.76e-03
2024-04-30 12:40:52 transreid.train INFO: Epoch[31] Iter[170/186] Loss: 0.291, Acc: 0.983, Base Lr: 6.76e-03
2024-04-30 12:41:03 transreid.train INFO: Epoch[31] Iter[180/186] Loss: 0.286, Acc: 0.984, Base Lr: 6.76e-03
2024-04-30 12:41:05 transreid.train INFO: Epoch 31 done. Time per epoch: 195.067[s] Speed: 59.7[samples/s]
2024-04-30 12:41:17 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.265, Acc: 0.973, Base Lr: 6.68e-03
2024-04-30 12:41:27 transreid.train INFO: Epoch[32] Iter[20/186] Loss: 0.312, Acc: 0.975, Base Lr: 6.68e-03
2024-04-30 12:41:38 transreid.train INFO: Epoch[32] Iter[30/186] Loss: 0.304, Acc: 0.977, Base Lr: 6.68e-03
2024-04-30 12:41:49 transreid.train INFO: Epoch[32] Iter[40/186] Loss: 0.293, Acc: 0.978, Base Lr: 6.68e-03
2024-04-30 12:41:59 transreid.train INFO: Epoch[32] Iter[50/186] Loss: 0.304, Acc: 0.979, Base Lr: 6.68e-03
2024-04-30 12:42:10 transreid.train INFO: Epoch[32] Iter[60/186] Loss: 0.300, Acc: 0.979, Base Lr: 6.68e-03
2024-04-30 12:42:21 transreid.train INFO: Epoch[32] Iter[70/186] Loss: 0.293, Acc: 0.980, Base Lr: 6.68e-03
2024-04-30 12:42:30 transreid.train INFO: Epoch[32] Iter[80/186] Loss: 0.288, Acc: 0.981, Base Lr: 6.68e-03
2024-04-30 12:42:41 transreid.train INFO: Epoch[32] Iter[90/186] Loss: 0.290, Acc: 0.981, Base Lr: 6.68e-03
2024-04-30 12:42:52 transreid.train INFO: Epoch[32] Iter[100/186] Loss: 0.287, Acc: 0.981, Base Lr: 6.68e-03
2024-04-30 12:43:02 transreid.train INFO: Epoch[32] Iter[110/186] Loss: 0.284, Acc: 0.981, Base Lr: 6.68e-03
2024-04-30 12:43:13 transreid.train INFO: Epoch[32] Iter[120/186] Loss: 0.279, Acc: 0.982, Base Lr: 6.68e-03
2024-04-30 12:43:24 transreid.train INFO: Epoch[32] Iter[130/186] Loss: 0.274, Acc: 0.982, Base Lr: 6.68e-03
2024-04-30 12:43:34 transreid.train INFO: Epoch[32] Iter[140/186] Loss: 0.273, Acc: 0.982, Base Lr: 6.68e-03
2024-04-30 12:43:45 transreid.train INFO: Epoch[32] Iter[150/186] Loss: 0.271, Acc: 0.982, Base Lr: 6.68e-03
2024-04-30 12:43:56 transreid.train INFO: Epoch[32] Iter[160/186] Loss: 0.272, Acc: 0.981, Base Lr: 6.68e-03
2024-04-30 12:44:06 transreid.train INFO: Epoch[32] Iter[170/186] Loss: 0.269, Acc: 0.982, Base Lr: 6.68e-03
2024-04-30 12:44:17 transreid.train INFO: Epoch[32] Iter[180/186] Loss: 0.264, Acc: 0.982, Base Lr: 6.68e-03
2024-04-30 12:44:20 transreid.train INFO: Epoch 32 done. Time per epoch: 194.529[s] Speed: 60.2[samples/s]
2024-04-30 12:44:31 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.274, Acc: 0.986, Base Lr: 6.60e-03
2024-04-30 12:44:42 transreid.train INFO: Epoch[33] Iter[20/186] Loss: 0.270, Acc: 0.983, Base Lr: 6.60e-03
2024-04-30 12:44:53 transreid.train INFO: Epoch[33] Iter[30/186] Loss: 0.256, Acc: 0.985, Base Lr: 6.60e-03
2024-04-30 12:45:03 transreid.train INFO: Epoch[33] Iter[40/186] Loss: 0.264, Acc: 0.984, Base Lr: 6.60e-03
2024-04-30 12:45:14 transreid.train INFO: Epoch[33] Iter[50/186] Loss: 0.255, Acc: 0.985, Base Lr: 6.60e-03
2024-04-30 12:45:25 transreid.train INFO: Epoch[33] Iter[60/186] Loss: 0.253, Acc: 0.985, Base Lr: 6.60e-03
2024-04-30 12:45:36 transreid.train INFO: Epoch[33] Iter[70/186] Loss: 0.253, Acc: 0.985, Base Lr: 6.60e-03
2024-04-30 12:45:46 transreid.train INFO: Epoch[33] Iter[80/186] Loss: 0.249, Acc: 0.986, Base Lr: 6.60e-03
2024-04-30 12:45:57 transreid.train INFO: Epoch[33] Iter[90/186] Loss: 0.246, Acc: 0.986, Base Lr: 6.60e-03
2024-04-30 12:46:07 transreid.train INFO: Epoch[33] Iter[100/186] Loss: 0.241, Acc: 0.985, Base Lr: 6.60e-03
2024-04-30 12:46:18 transreid.train INFO: Epoch[33] Iter[110/186] Loss: 0.242, Acc: 0.985, Base Lr: 6.60e-03
2024-04-30 12:46:29 transreid.train INFO: Epoch[33] Iter[120/186] Loss: 0.244, Acc: 0.985, Base Lr: 6.60e-03
2024-04-30 12:46:39 transreid.train INFO: Epoch[33] Iter[130/186] Loss: 0.246, Acc: 0.985, Base Lr: 6.60e-03
2024-04-30 12:46:50 transreid.train INFO: Epoch[33] Iter[140/186] Loss: 0.244, Acc: 0.985, Base Lr: 6.60e-03
2024-04-30 12:47:01 transreid.train INFO: Epoch[33] Iter[150/186] Loss: 0.245, Acc: 0.986, Base Lr: 6.60e-03
2024-04-30 12:47:11 transreid.train INFO: Epoch[33] Iter[160/186] Loss: 0.242, Acc: 0.986, Base Lr: 6.60e-03
2024-04-30 12:47:22 transreid.train INFO: Epoch[33] Iter[170/186] Loss: 0.240, Acc: 0.986, Base Lr: 6.60e-03
2024-04-30 12:47:33 transreid.train INFO: Epoch[33] Iter[180/186] Loss: 0.234, Acc: 0.986, Base Lr: 6.60e-03
2024-04-30 12:47:37 transreid.train INFO: Epoch 33 done. Time per epoch: 197.178[s] Speed: 59.7[samples/s]
2024-04-30 12:47:48 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.325, Acc: 0.980, Base Lr: 6.52e-03
2024-04-30 12:47:59 transreid.train INFO: Epoch[34] Iter[20/186] Loss: 0.343, Acc: 0.978, Base Lr: 6.52e-03
2024-04-30 12:48:10 transreid.train INFO: Epoch[34] Iter[30/186] Loss: 0.340, Acc: 0.976, Base Lr: 6.52e-03
2024-04-30 12:48:20 transreid.train INFO: Epoch[34] Iter[40/186] Loss: 0.323, Acc: 0.977, Base Lr: 6.52e-03
2024-04-30 12:48:31 transreid.train INFO: Epoch[34] Iter[50/186] Loss: 0.307, Acc: 0.978, Base Lr: 6.52e-03
2024-04-30 12:48:42 transreid.train INFO: Epoch[34] Iter[60/186] Loss: 0.290, Acc: 0.979, Base Lr: 6.52e-03
2024-04-30 12:48:52 transreid.train INFO: Epoch[34] Iter[70/186] Loss: 0.280, Acc: 0.981, Base Lr: 6.52e-03
2024-04-30 12:49:03 transreid.train INFO: Epoch[34] Iter[80/186] Loss: 0.279, Acc: 0.981, Base Lr: 6.52e-03
2024-04-30 12:49:14 transreid.train INFO: Epoch[34] Iter[90/186] Loss: 0.273, Acc: 0.983, Base Lr: 6.52e-03
2024-04-30 12:49:24 transreid.train INFO: Epoch[34] Iter[100/186] Loss: 0.271, Acc: 0.982, Base Lr: 6.52e-03
2024-04-30 12:49:35 transreid.train INFO: Epoch[34] Iter[110/186] Loss: 0.271, Acc: 0.982, Base Lr: 6.52e-03
2024-04-30 12:49:46 transreid.train INFO: Epoch[34] Iter[120/186] Loss: 0.268, Acc: 0.982, Base Lr: 6.52e-03
2024-04-30 12:49:56 transreid.train INFO: Epoch[34] Iter[130/186] Loss: 0.266, Acc: 0.983, Base Lr: 6.52e-03
2024-04-30 12:50:07 transreid.train INFO: Epoch[34] Iter[140/186] Loss: 0.262, Acc: 0.983, Base Lr: 6.52e-03
2024-04-30 12:50:17 transreid.train INFO: Epoch[34] Iter[150/186] Loss: 0.256, Acc: 0.984, Base Lr: 6.52e-03
2024-04-30 12:50:27 transreid.train INFO: Epoch[34] Iter[160/186] Loss: 0.253, Acc: 0.984, Base Lr: 6.52e-03
2024-04-30 12:50:38 transreid.train INFO: Epoch[34] Iter[170/186] Loss: 0.251, Acc: 0.984, Base Lr: 6.52e-03
2024-04-30 12:50:49 transreid.train INFO: Epoch[34] Iter[180/186] Loss: 0.245, Acc: 0.985, Base Lr: 6.52e-03
2024-04-30 12:50:53 transreid.train INFO: Epoch 34 done. Time per epoch: 195.736[s] Speed: 60.2[samples/s]
2024-04-30 12:51:04 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.313, Acc: 0.980, Base Lr: 6.44e-03
2024-04-30 12:51:15 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.309, Acc: 0.983, Base Lr: 6.44e-03
2024-04-30 12:51:25 transreid.train INFO: Epoch[35] Iter[30/186] Loss: 0.309, Acc: 0.981, Base Lr: 6.44e-03
2024-04-30 12:51:36 transreid.train INFO: Epoch[35] Iter[40/186] Loss: 0.314, Acc: 0.980, Base Lr: 6.44e-03
2024-04-30 12:51:47 transreid.train INFO: Epoch[35] Iter[50/186] Loss: 0.300, Acc: 0.981, Base Lr: 6.44e-03
2024-04-30 12:51:58 transreid.train INFO: Epoch[35] Iter[60/186] Loss: 0.285, Acc: 0.982, Base Lr: 6.44e-03
2024-04-30 12:52:08 transreid.train INFO: Epoch[35] Iter[70/186] Loss: 0.288, Acc: 0.983, Base Lr: 6.44e-03
2024-04-30 12:52:19 transreid.train INFO: Epoch[35] Iter[80/186] Loss: 0.276, Acc: 0.983, Base Lr: 6.44e-03
2024-04-30 12:52:29 transreid.train INFO: Epoch[35] Iter[90/186] Loss: 0.274, Acc: 0.982, Base Lr: 6.44e-03
2024-04-30 12:52:40 transreid.train INFO: Epoch[35] Iter[100/186] Loss: 0.268, Acc: 0.983, Base Lr: 6.44e-03
2024-04-30 12:52:51 transreid.train INFO: Epoch[35] Iter[110/186] Loss: 0.262, Acc: 0.984, Base Lr: 6.44e-03
2024-04-30 12:53:01 transreid.train INFO: Epoch[35] Iter[120/186] Loss: 0.262, Acc: 0.983, Base Lr: 6.44e-03
2024-04-30 12:53:12 transreid.train INFO: Epoch[35] Iter[130/186] Loss: 0.261, Acc: 0.983, Base Lr: 6.44e-03
2024-04-30 12:53:23 transreid.train INFO: Epoch[35] Iter[140/186] Loss: 0.255, Acc: 0.984, Base Lr: 6.44e-03
2024-04-30 12:53:33 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.250, Acc: 0.985, Base Lr: 6.44e-03
2024-04-30 12:53:44 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.247, Acc: 0.985, Base Lr: 6.44e-03
2024-04-30 12:53:55 transreid.train INFO: Epoch[35] Iter[170/186] Loss: 0.241, Acc: 0.986, Base Lr: 6.44e-03
2024-04-30 12:54:05 transreid.train INFO: Epoch[35] Iter[180/186] Loss: 0.239, Acc: 0.986, Base Lr: 6.44e-03
2024-04-30 12:54:10 transreid.train INFO: Epoch 35 done. Time per epoch: 196.876[s] Speed: 59.8[samples/s]
2024-04-30 12:54:22 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.222, Acc: 0.991, Base Lr: 6.35e-03
2024-04-30 12:54:32 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.249, Acc: 0.990, Base Lr: 6.35e-03
2024-04-30 12:54:43 transreid.train INFO: Epoch[36] Iter[30/186] Loss: 0.254, Acc: 0.986, Base Lr: 6.35e-03
2024-04-30 12:54:54 transreid.train INFO: Epoch[36] Iter[40/186] Loss: 0.257, Acc: 0.986, Base Lr: 6.35e-03
2024-04-30 12:55:04 transreid.train INFO: Epoch[36] Iter[50/186] Loss: 0.249, Acc: 0.987, Base Lr: 6.35e-03
2024-04-30 12:55:15 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.236, Acc: 0.987, Base Lr: 6.35e-03
2024-04-30 12:55:26 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 0.234, Acc: 0.987, Base Lr: 6.35e-03
2024-04-30 12:55:36 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.232, Acc: 0.987, Base Lr: 6.35e-03
2024-04-30 12:55:47 transreid.train INFO: Epoch[36] Iter[90/186] Loss: 0.227, Acc: 0.988, Base Lr: 6.35e-03
2024-04-30 12:55:58 transreid.train INFO: Epoch[36] Iter[100/186] Loss: 0.231, Acc: 0.987, Base Lr: 6.35e-03
2024-04-30 12:56:08 transreid.train INFO: Epoch[36] Iter[110/186] Loss: 0.235, Acc: 0.987, Base Lr: 6.35e-03
2024-04-30 12:56:19 transreid.train INFO: Epoch[36] Iter[120/186] Loss: 0.235, Acc: 0.987, Base Lr: 6.35e-03
2024-04-30 12:56:30 transreid.train INFO: Epoch[36] Iter[130/186] Loss: 0.240, Acc: 0.987, Base Lr: 6.35e-03
2024-04-30 12:56:40 transreid.train INFO: Epoch[36] Iter[140/186] Loss: 0.235, Acc: 0.987, Base Lr: 6.35e-03
2024-04-30 12:56:51 transreid.train INFO: Epoch[36] Iter[150/186] Loss: 0.231, Acc: 0.987, Base Lr: 6.35e-03
2024-04-30 12:57:02 transreid.train INFO: Epoch[36] Iter[160/186] Loss: 0.226, Acc: 0.987, Base Lr: 6.35e-03
2024-04-30 12:57:12 transreid.train INFO: Epoch[36] Iter[170/186] Loss: 0.224, Acc: 0.987, Base Lr: 6.35e-03
2024-04-30 12:57:23 transreid.train INFO: Epoch[36] Iter[180/186] Loss: 0.221, Acc: 0.988, Base Lr: 6.35e-03
2024-04-30 12:57:27 transreid.train INFO: Epoch 36 done. Time per epoch: 197.611[s] Speed: 59.6[samples/s]
2024-04-30 12:57:39 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.217, Acc: 0.988, Base Lr: 6.27e-03
2024-04-30 12:57:49 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 0.217, Acc: 0.988, Base Lr: 6.27e-03
2024-04-30 12:58:00 transreid.train INFO: Epoch[37] Iter[30/186] Loss: 0.223, Acc: 0.989, Base Lr: 6.27e-03
2024-04-30 12:58:10 transreid.train INFO: Epoch[37] Iter[40/186] Loss: 0.207, Acc: 0.989, Base Lr: 6.27e-03
2024-04-30 12:58:20 transreid.train INFO: Epoch[37] Iter[50/186] Loss: 0.198, Acc: 0.991, Base Lr: 6.27e-03
2024-04-30 12:58:31 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 0.201, Acc: 0.990, Base Lr: 6.27e-03
2024-04-30 12:58:42 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.197, Acc: 0.991, Base Lr: 6.27e-03
2024-04-30 12:58:52 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.200, Acc: 0.991, Base Lr: 6.27e-03
2024-04-30 12:59:02 transreid.train INFO: Epoch[37] Iter[90/186] Loss: 0.202, Acc: 0.990, Base Lr: 6.27e-03
2024-04-30 12:59:13 transreid.train INFO: Epoch[37] Iter[100/186] Loss: 0.206, Acc: 0.990, Base Lr: 6.27e-03
2024-04-30 12:59:24 transreid.train INFO: Epoch[37] Iter[110/186] Loss: 0.206, Acc: 0.990, Base Lr: 6.27e-03
2024-04-30 12:59:34 transreid.train INFO: Epoch[37] Iter[120/186] Loss: 0.205, Acc: 0.990, Base Lr: 6.27e-03
2024-04-30 12:59:45 transreid.train INFO: Epoch[37] Iter[130/186] Loss: 0.202, Acc: 0.990, Base Lr: 6.27e-03
2024-04-30 12:59:56 transreid.train INFO: Epoch[37] Iter[140/186] Loss: 0.202, Acc: 0.990, Base Lr: 6.27e-03
2024-04-30 13:00:07 transreid.train INFO: Epoch[37] Iter[150/186] Loss: 0.201, Acc: 0.990, Base Lr: 6.27e-03
2024-04-30 13:00:17 transreid.train INFO: Epoch[37] Iter[160/186] Loss: 0.198, Acc: 0.990, Base Lr: 6.27e-03
2024-04-30 13:00:28 transreid.train INFO: Epoch[37] Iter[170/186] Loss: 0.195, Acc: 0.990, Base Lr: 6.27e-03
2024-04-30 13:00:39 transreid.train INFO: Epoch[37] Iter[180/186] Loss: 0.193, Acc: 0.990, Base Lr: 6.27e-03
2024-04-30 13:00:43 transreid.train INFO: Epoch 37 done. Time per epoch: 195.644[s] Speed: 60.2[samples/s]
2024-04-30 13:00:54 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.306, Acc: 0.981, Base Lr: 6.18e-03
2024-04-30 13:01:05 transreid.train INFO: Epoch[38] Iter[20/186] Loss: 0.270, Acc: 0.987, Base Lr: 6.18e-03
2024-04-30 13:01:15 transreid.train INFO: Epoch[38] Iter[30/186] Loss: 0.272, Acc: 0.988, Base Lr: 6.18e-03
2024-04-30 13:01:26 transreid.train INFO: Epoch[38] Iter[40/186] Loss: 0.266, Acc: 0.986, Base Lr: 6.18e-03
2024-04-30 13:01:37 transreid.train INFO: Epoch[38] Iter[50/186] Loss: 0.263, Acc: 0.985, Base Lr: 6.18e-03
2024-04-30 13:01:47 transreid.train INFO: Epoch[38] Iter[60/186] Loss: 0.256, Acc: 0.986, Base Lr: 6.18e-03
2024-04-30 13:01:58 transreid.train INFO: Epoch[38] Iter[70/186] Loss: 0.252, Acc: 0.987, Base Lr: 6.18e-03
2024-04-30 13:02:08 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.246, Acc: 0.988, Base Lr: 6.18e-03
2024-04-30 13:02:19 transreid.train INFO: Epoch[38] Iter[90/186] Loss: 0.243, Acc: 0.989, Base Lr: 6.18e-03
2024-04-30 13:02:30 transreid.train INFO: Epoch[38] Iter[100/186] Loss: 0.242, Acc: 0.988, Base Lr: 6.18e-03
2024-04-30 13:02:40 transreid.train INFO: Epoch[38] Iter[110/186] Loss: 0.238, Acc: 0.988, Base Lr: 6.18e-03
2024-04-30 13:02:51 transreid.train INFO: Epoch[38] Iter[120/186] Loss: 0.234, Acc: 0.989, Base Lr: 6.18e-03
2024-04-30 13:03:01 transreid.train INFO: Epoch[38] Iter[130/186] Loss: 0.235, Acc: 0.989, Base Lr: 6.18e-03
2024-04-30 13:03:12 transreid.train INFO: Epoch[38] Iter[140/186] Loss: 0.231, Acc: 0.989, Base Lr: 6.18e-03
2024-04-30 13:03:23 transreid.train INFO: Epoch[38] Iter[150/186] Loss: 0.226, Acc: 0.989, Base Lr: 6.18e-03
2024-04-30 13:03:33 transreid.train INFO: Epoch[38] Iter[160/186] Loss: 0.222, Acc: 0.989, Base Lr: 6.18e-03
2024-04-30 13:03:44 transreid.train INFO: Epoch[38] Iter[170/186] Loss: 0.217, Acc: 0.989, Base Lr: 6.18e-03
2024-04-30 13:03:55 transreid.train INFO: Epoch[38] Iter[180/186] Loss: 0.217, Acc: 0.989, Base Lr: 6.18e-03
2024-04-30 13:03:58 transreid.train INFO: Epoch 38 done. Time per epoch: 194.989[s] Speed: 60.1[samples/s]
2024-04-30 13:04:09 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.290, Acc: 0.988, Base Lr: 6.09e-03
2024-04-30 13:04:20 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.265, Acc: 0.987, Base Lr: 6.09e-03
2024-04-30 13:04:31 transreid.train INFO: Epoch[39] Iter[30/186] Loss: 0.250, Acc: 0.987, Base Lr: 6.09e-03
2024-04-30 13:04:41 transreid.train INFO: Epoch[39] Iter[40/186] Loss: 0.246, Acc: 0.988, Base Lr: 6.09e-03
2024-04-30 13:04:52 transreid.train INFO: Epoch[39] Iter[50/186] Loss: 0.242, Acc: 0.988, Base Lr: 6.09e-03
2024-04-30 13:05:02 transreid.train INFO: Epoch[39] Iter[60/186] Loss: 0.235, Acc: 0.989, Base Lr: 6.09e-03
2024-04-30 13:05:13 transreid.train INFO: Epoch[39] Iter[70/186] Loss: 0.229, Acc: 0.988, Base Lr: 6.09e-03
2024-04-30 13:05:24 transreid.train INFO: Epoch[39] Iter[80/186] Loss: 0.236, Acc: 0.988, Base Lr: 6.09e-03
2024-04-30 13:05:34 transreid.train INFO: Epoch[39] Iter[90/186] Loss: 0.231, Acc: 0.988, Base Lr: 6.09e-03
2024-04-30 13:05:45 transreid.train INFO: Epoch[39] Iter[100/186] Loss: 0.239, Acc: 0.988, Base Lr: 6.09e-03
2024-04-30 13:05:56 transreid.train INFO: Epoch[39] Iter[110/186] Loss: 0.237, Acc: 0.988, Base Lr: 6.09e-03
2024-04-30 13:06:06 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.231, Acc: 0.989, Base Lr: 6.09e-03
2024-04-30 13:06:16 transreid.train INFO: Epoch[39] Iter[130/186] Loss: 0.227, Acc: 0.989, Base Lr: 6.09e-03
2024-04-30 13:06:27 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.223, Acc: 0.989, Base Lr: 6.09e-03
2024-04-30 13:06:37 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.217, Acc: 0.990, Base Lr: 6.09e-03
2024-04-30 13:06:48 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.213, Acc: 0.990, Base Lr: 6.09e-03
2024-04-30 13:06:58 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.208, Acc: 0.990, Base Lr: 6.09e-03
2024-04-30 13:07:09 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.207, Acc: 0.990, Base Lr: 6.09e-03
2024-04-30 13:07:12 transreid.train INFO: Epoch 39 done. Time per epoch: 194.218[s] Speed: 60.3[samples/s]
2024-04-30 13:07:23 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.325, Acc: 0.980, Base Lr: 6.00e-03
2024-04-30 13:07:34 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.276, Acc: 0.985, Base Lr: 6.00e-03
2024-04-30 13:07:45 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.272, Acc: 0.986, Base Lr: 6.00e-03
2024-04-30 13:07:55 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.261, Acc: 0.988, Base Lr: 6.00e-03
2024-04-30 13:08:06 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.258, Acc: 0.987, Base Lr: 6.00e-03
2024-04-30 13:08:17 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.259, Acc: 0.987, Base Lr: 6.00e-03
2024-04-30 13:08:27 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.247, Acc: 0.988, Base Lr: 6.00e-03
2024-04-30 13:08:38 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.240, Acc: 0.988, Base Lr: 6.00e-03
2024-04-30 13:08:49 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.230, Acc: 0.988, Base Lr: 6.00e-03
2024-04-30 13:08:59 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.223, Acc: 0.989, Base Lr: 6.00e-03
2024-04-30 13:09:10 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.219, Acc: 0.989, Base Lr: 6.00e-03
2024-04-30 13:09:20 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.214, Acc: 0.989, Base Lr: 6.00e-03
2024-04-30 13:09:31 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.211, Acc: 0.989, Base Lr: 6.00e-03
2024-04-30 13:09:42 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.209, Acc: 0.989, Base Lr: 6.00e-03
2024-04-30 13:09:52 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.211, Acc: 0.989, Base Lr: 6.00e-03
2024-04-30 13:10:03 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.209, Acc: 0.989, Base Lr: 6.00e-03
2024-04-30 13:10:14 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.205, Acc: 0.989, Base Lr: 6.00e-03
2024-04-30 13:10:24 transreid.train INFO: Epoch[40] Iter[180/186] Loss: 0.200, Acc: 0.989, Base Lr: 6.00e-03
2024-04-30 13:10:27 transreid.train INFO: Epoch 40 done. Time per epoch: 195.265[s] Speed: 60.0[samples/s]
2024-04-30 13:11:43 transreid.train INFO: Validation Results - Epoch: 40
2024-04-30 13:11:43 transreid.train INFO: mAP: 74.1%
2024-04-30 13:11:43 transreid.train INFO: CMC curve, Rank-1  :88.5%
2024-04-30 13:11:43 transreid.train INFO: CMC curve, Rank-5  :95.5%
2024-04-30 13:11:43 transreid.train INFO: CMC curve, Rank-10 :97.3%
2024-04-30 13:11:54 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.205, Acc: 0.986, Base Lr: 5.91e-03
2024-04-30 13:12:05 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.193, Acc: 0.991, Base Lr: 5.91e-03
2024-04-30 13:12:15 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.192, Acc: 0.991, Base Lr: 5.91e-03
2024-04-30 13:12:26 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.190, Acc: 0.991, Base Lr: 5.91e-03
2024-04-30 13:12:36 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.200, Acc: 0.991, Base Lr: 5.91e-03
2024-04-30 13:12:47 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.200, Acc: 0.990, Base Lr: 5.91e-03
2024-04-30 13:12:58 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.199, Acc: 0.991, Base Lr: 5.91e-03
2024-04-30 13:13:08 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.194, Acc: 0.991, Base Lr: 5.91e-03
2024-04-30 13:13:19 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.193, Acc: 0.990, Base Lr: 5.91e-03
2024-04-30 13:13:30 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.194, Acc: 0.990, Base Lr: 5.91e-03
2024-04-30 13:13:40 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.192, Acc: 0.990, Base Lr: 5.91e-03
2024-04-30 13:13:51 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.189, Acc: 0.990, Base Lr: 5.91e-03
2024-04-30 13:14:02 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.187, Acc: 0.990, Base Lr: 5.91e-03
2024-04-30 13:14:12 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.188, Acc: 0.990, Base Lr: 5.91e-03
2024-04-30 13:14:22 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.189, Acc: 0.990, Base Lr: 5.91e-03
2024-04-30 13:14:33 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.190, Acc: 0.990, Base Lr: 5.91e-03
2024-04-30 13:14:43 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.186, Acc: 0.991, Base Lr: 5.91e-03
2024-04-30 13:14:54 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.182, Acc: 0.991, Base Lr: 5.91e-03
2024-04-30 13:14:58 transreid.train INFO: Epoch 41 done. Time per epoch: 195.550[s] Speed: 60.2[samples/s]
2024-04-30 13:15:09 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.167, Acc: 0.989, Base Lr: 5.82e-03
2024-04-30 13:15:20 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.200, Acc: 0.986, Base Lr: 5.82e-03
2024-04-30 13:15:30 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.205, Acc: 0.988, Base Lr: 5.82e-03
2024-04-30 13:15:41 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.201, Acc: 0.988, Base Lr: 5.82e-03
2024-04-30 13:15:52 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.199, Acc: 0.987, Base Lr: 5.82e-03
2024-04-30 13:16:02 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.196, Acc: 0.988, Base Lr: 5.82e-03
2024-04-30 13:16:13 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.198, Acc: 0.988, Base Lr: 5.82e-03
2024-04-30 13:16:23 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.194, Acc: 0.989, Base Lr: 5.82e-03
2024-04-30 13:16:34 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.194, Acc: 0.989, Base Lr: 5.82e-03
2024-04-30 13:16:45 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.190, Acc: 0.989, Base Lr: 5.82e-03
2024-04-30 13:16:55 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.192, Acc: 0.989, Base Lr: 5.82e-03
2024-04-30 13:17:06 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.186, Acc: 0.990, Base Lr: 5.82e-03
2024-04-30 13:17:16 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.184, Acc: 0.989, Base Lr: 5.82e-03
2024-04-30 13:17:27 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.184, Acc: 0.989, Base Lr: 5.82e-03
2024-04-30 13:17:37 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.179, Acc: 0.989, Base Lr: 5.82e-03
2024-04-30 13:17:48 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.176, Acc: 0.989, Base Lr: 5.82e-03
2024-04-30 13:17:59 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.172, Acc: 0.990, Base Lr: 5.82e-03
2024-04-30 13:18:09 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.170, Acc: 0.990, Base Lr: 5.82e-03
2024-04-30 13:18:14 transreid.train INFO: Epoch 42 done. Time per epoch: 195.438[s] Speed: 60.3[samples/s]
2024-04-30 13:18:25 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.223, Acc: 0.986, Base Lr: 5.73e-03
2024-04-30 13:18:36 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.203, Acc: 0.988, Base Lr: 5.73e-03
2024-04-30 13:18:46 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.189, Acc: 0.989, Base Lr: 5.73e-03
2024-04-30 13:18:57 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.190, Acc: 0.989, Base Lr: 5.73e-03
2024-04-30 13:19:07 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.185, Acc: 0.990, Base Lr: 5.73e-03
2024-04-30 13:19:18 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.191, Acc: 0.989, Base Lr: 5.73e-03
2024-04-30 13:19:29 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.193, Acc: 0.989, Base Lr: 5.73e-03
2024-04-30 13:19:39 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.193, Acc: 0.989, Base Lr: 5.73e-03
2024-04-30 13:19:50 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.189, Acc: 0.989, Base Lr: 5.73e-03
2024-04-30 13:20:01 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.190, Acc: 0.990, Base Lr: 5.73e-03
2024-04-30 13:20:11 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.189, Acc: 0.989, Base Lr: 5.73e-03
2024-04-30 13:20:22 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.185, Acc: 0.989, Base Lr: 5.73e-03
2024-04-30 13:20:33 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.186, Acc: 0.989, Base Lr: 5.73e-03
2024-04-30 13:20:43 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.184, Acc: 0.989, Base Lr: 5.73e-03
2024-04-30 13:20:54 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.184, Acc: 0.989, Base Lr: 5.73e-03
2024-04-30 13:21:05 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.181, Acc: 0.990, Base Lr: 5.73e-03
2024-04-30 13:21:15 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.179, Acc: 0.990, Base Lr: 5.73e-03
2024-04-30 13:21:26 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.177, Acc: 0.990, Base Lr: 5.73e-03
2024-04-30 13:21:30 transreid.train INFO: Epoch 43 done. Time per epoch: 196.484[s] Speed: 59.9[samples/s]
2024-04-30 13:21:42 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.166, Acc: 0.992, Base Lr: 5.63e-03
2024-04-30 13:21:52 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.170, Acc: 0.994, Base Lr: 5.63e-03
2024-04-30 13:22:02 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.187, Acc: 0.994, Base Lr: 5.63e-03
2024-04-30 13:22:12 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.178, Acc: 0.995, Base Lr: 5.63e-03
2024-04-30 13:22:23 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.177, Acc: 0.995, Base Lr: 5.63e-03
2024-04-30 13:22:34 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.178, Acc: 0.994, Base Lr: 5.63e-03
2024-04-30 13:22:44 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.173, Acc: 0.994, Base Lr: 5.63e-03
2024-04-30 13:22:55 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.168, Acc: 0.994, Base Lr: 5.63e-03
2024-04-30 13:23:06 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.164, Acc: 0.995, Base Lr: 5.63e-03
2024-04-30 13:23:16 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.163, Acc: 0.995, Base Lr: 5.63e-03
2024-04-30 13:23:27 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.163, Acc: 0.994, Base Lr: 5.63e-03
2024-04-30 13:23:38 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.164, Acc: 0.994, Base Lr: 5.63e-03
2024-04-30 13:23:48 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.160, Acc: 0.995, Base Lr: 5.63e-03
2024-04-30 13:23:59 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.160, Acc: 0.994, Base Lr: 5.63e-03
2024-04-30 13:24:10 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.156, Acc: 0.994, Base Lr: 5.63e-03
2024-04-30 13:24:20 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.157, Acc: 0.994, Base Lr: 5.63e-03
2024-04-30 13:24:31 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.155, Acc: 0.994, Base Lr: 5.63e-03
2024-04-30 13:24:42 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.154, Acc: 0.994, Base Lr: 5.63e-03
2024-04-30 13:24:46 transreid.train INFO: Epoch 44 done. Time per epoch: 195.694[s] Speed: 60.2[samples/s]
2024-04-30 13:24:57 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.240, Acc: 0.991, Base Lr: 5.54e-03
2024-04-30 13:25:08 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.212, Acc: 0.990, Base Lr: 5.54e-03
2024-04-30 13:25:18 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.203, Acc: 0.989, Base Lr: 5.54e-03
2024-04-30 13:25:29 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.200, Acc: 0.989, Base Lr: 5.54e-03
2024-04-30 13:25:39 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.202, Acc: 0.989, Base Lr: 5.54e-03
2024-04-30 13:25:50 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.198, Acc: 0.989, Base Lr: 5.54e-03
2024-04-30 13:26:01 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.193, Acc: 0.989, Base Lr: 5.54e-03
2024-04-30 13:26:11 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.187, Acc: 0.990, Base Lr: 5.54e-03
2024-04-30 13:26:22 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.183, Acc: 0.990, Base Lr: 5.54e-03
2024-04-30 13:26:33 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.178, Acc: 0.990, Base Lr: 5.54e-03
2024-04-30 13:26:43 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.174, Acc: 0.991, Base Lr: 5.54e-03
2024-04-30 13:26:54 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.173, Acc: 0.991, Base Lr: 5.54e-03
2024-04-30 13:27:05 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.171, Acc: 0.991, Base Lr: 5.54e-03
2024-04-30 13:27:15 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.169, Acc: 0.992, Base Lr: 5.54e-03
2024-04-30 13:27:26 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.167, Acc: 0.992, Base Lr: 5.54e-03
2024-04-30 13:27:36 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.167, Acc: 0.992, Base Lr: 5.54e-03
2024-04-30 13:27:47 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.164, Acc: 0.992, Base Lr: 5.54e-03
2024-04-30 13:27:58 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.160, Acc: 0.992, Base Lr: 5.54e-03
2024-04-30 13:28:01 transreid.train INFO: Epoch 45 done. Time per epoch: 195.200[s] Speed: 60.0[samples/s]
2024-04-30 13:28:12 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.141, Acc: 0.991, Base Lr: 5.44e-03
2024-04-30 13:28:23 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.157, Acc: 0.991, Base Lr: 5.44e-03
2024-04-30 13:28:33 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.177, Acc: 0.990, Base Lr: 5.44e-03
2024-04-30 13:28:44 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.161, Acc: 0.992, Base Lr: 5.44e-03
2024-04-30 13:28:55 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.161, Acc: 0.993, Base Lr: 5.44e-03
2024-04-30 13:29:06 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.174, Acc: 0.993, Base Lr: 5.44e-03
2024-04-30 13:29:16 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.182, Acc: 0.992, Base Lr: 5.44e-03
2024-04-30 13:29:27 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.178, Acc: 0.992, Base Lr: 5.44e-03
2024-04-30 13:29:37 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.174, Acc: 0.992, Base Lr: 5.44e-03
2024-04-30 13:29:48 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.174, Acc: 0.992, Base Lr: 5.44e-03
2024-04-30 13:29:58 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.172, Acc: 0.992, Base Lr: 5.44e-03
2024-04-30 13:30:08 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.170, Acc: 0.992, Base Lr: 5.44e-03
2024-04-30 13:30:19 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.169, Acc: 0.992, Base Lr: 5.44e-03
2024-04-30 13:30:30 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.166, Acc: 0.992, Base Lr: 5.44e-03
2024-04-30 13:30:40 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.163, Acc: 0.993, Base Lr: 5.44e-03
2024-04-30 13:30:51 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.167, Acc: 0.992, Base Lr: 5.44e-03
2024-04-30 13:31:01 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.164, Acc: 0.993, Base Lr: 5.44e-03
2024-04-30 13:31:12 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.165, Acc: 0.993, Base Lr: 5.44e-03
2024-04-30 13:31:15 transreid.train INFO: Epoch 46 done. Time per epoch: 194.156[s] Speed: 60.3[samples/s]
2024-04-30 13:31:26 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.187, Acc: 0.988, Base Lr: 5.34e-03
2024-04-30 13:31:37 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.189, Acc: 0.991, Base Lr: 5.34e-03
2024-04-30 13:31:48 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.169, Acc: 0.993, Base Lr: 5.34e-03
2024-04-30 13:31:58 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.163, Acc: 0.992, Base Lr: 5.34e-03
2024-04-30 13:32:09 transreid.train INFO: Epoch[47] Iter[50/186] Loss: 0.153, Acc: 0.993, Base Lr: 5.34e-03
2024-04-30 13:32:20 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.153, Acc: 0.993, Base Lr: 5.34e-03
2024-04-30 13:32:30 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.148, Acc: 0.994, Base Lr: 5.34e-03
2024-04-30 13:32:41 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.148, Acc: 0.993, Base Lr: 5.34e-03
2024-04-30 13:32:52 transreid.train INFO: Epoch[47] Iter[90/186] Loss: 0.151, Acc: 0.993, Base Lr: 5.34e-03
2024-04-30 13:33:02 transreid.train INFO: Epoch[47] Iter[100/186] Loss: 0.150, Acc: 0.992, Base Lr: 5.34e-03
2024-04-30 13:33:13 transreid.train INFO: Epoch[47] Iter[110/186] Loss: 0.150, Acc: 0.993, Base Lr: 5.34e-03
2024-04-30 13:33:24 transreid.train INFO: Epoch[47] Iter[120/186] Loss: 0.153, Acc: 0.992, Base Lr: 5.34e-03
2024-04-30 13:33:34 transreid.train INFO: Epoch[47] Iter[130/186] Loss: 0.152, Acc: 0.992, Base Lr: 5.34e-03
2024-04-30 13:33:45 transreid.train INFO: Epoch[47] Iter[140/186] Loss: 0.150, Acc: 0.992, Base Lr: 5.34e-03
2024-04-30 13:33:56 transreid.train INFO: Epoch[47] Iter[150/186] Loss: 0.150, Acc: 0.992, Base Lr: 5.34e-03
2024-04-30 13:34:06 transreid.train INFO: Epoch[47] Iter[160/186] Loss: 0.149, Acc: 0.993, Base Lr: 5.34e-03
2024-04-30 13:34:17 transreid.train INFO: Epoch[47] Iter[170/186] Loss: 0.149, Acc: 0.993, Base Lr: 5.34e-03
2024-04-30 13:34:28 transreid.train INFO: Epoch[47] Iter[180/186] Loss: 0.145, Acc: 0.993, Base Lr: 5.34e-03
2024-04-30 13:34:32 transreid.train INFO: Epoch 47 done. Time per epoch: 196.734[s] Speed: 59.9[samples/s]
2024-04-30 13:34:43 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.140, Acc: 0.997, Base Lr: 5.24e-03
2024-04-30 13:34:54 transreid.train INFO: Epoch[48] Iter[20/186] Loss: 0.160, Acc: 0.995, Base Lr: 5.24e-03
2024-04-30 13:35:05 transreid.train INFO: Epoch[48] Iter[30/186] Loss: 0.166, Acc: 0.992, Base Lr: 5.24e-03
2024-04-30 13:35:15 transreid.train INFO: Epoch[48] Iter[40/186] Loss: 0.167, Acc: 0.993, Base Lr: 5.24e-03
2024-04-30 13:35:26 transreid.train INFO: Epoch[48] Iter[50/186] Loss: 0.163, Acc: 0.993, Base Lr: 5.24e-03
2024-04-30 13:35:36 transreid.train INFO: Epoch[48] Iter[60/186] Loss: 0.154, Acc: 0.993, Base Lr: 5.24e-03
2024-04-30 13:35:47 transreid.train INFO: Epoch[48] Iter[70/186] Loss: 0.162, Acc: 0.993, Base Lr: 5.24e-03
2024-04-30 13:35:58 transreid.train INFO: Epoch[48] Iter[80/186] Loss: 0.165, Acc: 0.993, Base Lr: 5.24e-03
2024-04-30 13:36:08 transreid.train INFO: Epoch[48] Iter[90/186] Loss: 0.167, Acc: 0.993, Base Lr: 5.24e-03
2024-04-30 13:36:19 transreid.train INFO: Epoch[48] Iter[100/186] Loss: 0.165, Acc: 0.993, Base Lr: 5.24e-03
2024-04-30 13:36:29 transreid.train INFO: Epoch[48] Iter[110/186] Loss: 0.161, Acc: 0.993, Base Lr: 5.24e-03
2024-04-30 13:36:40 transreid.train INFO: Epoch[48] Iter[120/186] Loss: 0.157, Acc: 0.993, Base Lr: 5.24e-03
2024-04-30 13:36:51 transreid.train INFO: Epoch[48] Iter[130/186] Loss: 0.155, Acc: 0.994, Base Lr: 5.24e-03
2024-04-30 13:37:01 transreid.train INFO: Epoch[48] Iter[140/186] Loss: 0.153, Acc: 0.994, Base Lr: 5.24e-03
2024-04-30 13:37:12 transreid.train INFO: Epoch[48] Iter[150/186] Loss: 0.148, Acc: 0.993, Base Lr: 5.24e-03
2024-04-30 13:37:22 transreid.train INFO: Epoch[48] Iter[160/186] Loss: 0.146, Acc: 0.993, Base Lr: 5.24e-03
2024-04-30 13:37:33 transreid.train INFO: Epoch[48] Iter[170/186] Loss: 0.145, Acc: 0.993, Base Lr: 5.24e-03
2024-04-30 13:37:44 transreid.train INFO: Epoch[48] Iter[180/186] Loss: 0.144, Acc: 0.993, Base Lr: 5.24e-03
2024-04-30 13:37:48 transreid.train INFO: Epoch 48 done. Time per epoch: 196.032[s] Speed: 60.1[samples/s]
2024-04-30 13:37:58 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.164, Acc: 0.994, Base Lr: 5.14e-03
2024-04-30 13:38:09 transreid.train INFO: Epoch[49] Iter[20/186] Loss: 0.154, Acc: 0.991, Base Lr: 5.14e-03
2024-04-30 13:38:19 transreid.train INFO: Epoch[49] Iter[30/186] Loss: 0.146, Acc: 0.992, Base Lr: 5.14e-03
2024-04-30 13:38:30 transreid.train INFO: Epoch[49] Iter[40/186] Loss: 0.155, Acc: 0.991, Base Lr: 5.14e-03
2024-04-30 13:38:41 transreid.train INFO: Epoch[49] Iter[50/186] Loss: 0.159, Acc: 0.991, Base Lr: 5.14e-03
2024-04-30 13:38:51 transreid.train INFO: Epoch[49] Iter[60/186] Loss: 0.162, Acc: 0.991, Base Lr: 5.14e-03
2024-04-30 13:39:01 transreid.train INFO: Epoch[49] Iter[70/186] Loss: 0.163, Acc: 0.992, Base Lr: 5.14e-03
2024-04-30 13:39:12 transreid.train INFO: Epoch[49] Iter[80/186] Loss: 0.161, Acc: 0.992, Base Lr: 5.14e-03
2024-04-30 13:39:23 transreid.train INFO: Epoch[49] Iter[90/186] Loss: 0.155, Acc: 0.992, Base Lr: 5.14e-03
2024-04-30 13:39:33 transreid.train INFO: Epoch[49] Iter[100/186] Loss: 0.157, Acc: 0.992, Base Lr: 5.14e-03
2024-04-30 13:39:44 transreid.train INFO: Epoch[49] Iter[110/186] Loss: 0.152, Acc: 0.992, Base Lr: 5.14e-03
2024-04-30 13:39:55 transreid.train INFO: Epoch[49] Iter[120/186] Loss: 0.153, Acc: 0.991, Base Lr: 5.14e-03
2024-04-30 13:40:05 transreid.train INFO: Epoch[49] Iter[130/186] Loss: 0.152, Acc: 0.991, Base Lr: 5.14e-03
2024-04-30 13:40:16 transreid.train INFO: Epoch[49] Iter[140/186] Loss: 0.148, Acc: 0.992, Base Lr: 5.14e-03
2024-04-30 13:40:27 transreid.train INFO: Epoch[49] Iter[150/186] Loss: 0.144, Acc: 0.992, Base Lr: 5.14e-03
2024-04-30 13:40:37 transreid.train INFO: Epoch[49] Iter[160/186] Loss: 0.143, Acc: 0.992, Base Lr: 5.14e-03
2024-04-30 13:40:48 transreid.train INFO: Epoch[49] Iter[170/186] Loss: 0.143, Acc: 0.992, Base Lr: 5.14e-03
2024-04-30 13:40:59 transreid.train INFO: Epoch[49] Iter[180/186] Loss: 0.142, Acc: 0.992, Base Lr: 5.14e-03
2024-04-30 13:41:02 transreid.train INFO: Epoch 49 done. Time per epoch: 193.867[s] Speed: 60.4[samples/s]
2024-04-30 13:41:13 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.155, Acc: 0.986, Base Lr: 5.04e-03
2024-04-30 13:41:24 transreid.train INFO: Epoch[50] Iter[20/186] Loss: 0.150, Acc: 0.989, Base Lr: 5.04e-03
2024-04-30 13:41:34 transreid.train INFO: Epoch[50] Iter[30/186] Loss: 0.142, Acc: 0.990, Base Lr: 5.04e-03
2024-04-30 13:41:45 transreid.train INFO: Epoch[50] Iter[40/186] Loss: 0.153, Acc: 0.988, Base Lr: 5.04e-03
2024-04-30 13:41:55 transreid.train INFO: Epoch[50] Iter[50/186] Loss: 0.155, Acc: 0.987, Base Lr: 5.04e-03
2024-04-30 13:42:06 transreid.train INFO: Epoch[50] Iter[60/186] Loss: 0.157, Acc: 0.987, Base Lr: 5.04e-03
2024-04-30 13:42:17 transreid.train INFO: Epoch[50] Iter[70/186] Loss: 0.149, Acc: 0.989, Base Lr: 5.04e-03
2024-04-30 13:42:27 transreid.train INFO: Epoch[50] Iter[80/186] Loss: 0.146, Acc: 0.989, Base Lr: 5.04e-03
2024-04-30 13:42:38 transreid.train INFO: Epoch[50] Iter[90/186] Loss: 0.148, Acc: 0.990, Base Lr: 5.04e-03
2024-04-30 13:42:49 transreid.train INFO: Epoch[50] Iter[100/186] Loss: 0.154, Acc: 0.990, Base Lr: 5.04e-03
2024-04-30 13:42:59 transreid.train INFO: Epoch[50] Iter[110/186] Loss: 0.157, Acc: 0.990, Base Lr: 5.04e-03
2024-04-30 13:43:10 transreid.train INFO: Epoch[50] Iter[120/186] Loss: 0.153, Acc: 0.990, Base Lr: 5.04e-03
2024-04-30 13:43:20 transreid.train INFO: Epoch[50] Iter[130/186] Loss: 0.152, Acc: 0.990, Base Lr: 5.04e-03
2024-04-30 13:43:31 transreid.train INFO: Epoch[50] Iter[140/186] Loss: 0.149, Acc: 0.990, Base Lr: 5.04e-03
2024-04-30 13:43:42 transreid.train INFO: Epoch[50] Iter[150/186] Loss: 0.147, Acc: 0.990, Base Lr: 5.04e-03
2024-04-30 13:43:52 transreid.train INFO: Epoch[50] Iter[160/186] Loss: 0.146, Acc: 0.990, Base Lr: 5.04e-03
2024-04-30 13:44:03 transreid.train INFO: Epoch[50] Iter[170/186] Loss: 0.142, Acc: 0.991, Base Lr: 5.04e-03
2024-04-30 13:44:14 transreid.train INFO: Epoch[50] Iter[180/186] Loss: 0.139, Acc: 0.991, Base Lr: 5.04e-03
2024-04-30 13:44:18 transreid.train INFO: Epoch 50 done. Time per epoch: 196.055[s] Speed: 60.1[samples/s]
2024-04-30 13:44:29 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.178, Acc: 0.991, Base Lr: 4.94e-03
2024-04-30 13:44:40 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.157, Acc: 0.991, Base Lr: 4.94e-03
2024-04-30 13:44:50 transreid.train INFO: Epoch[51] Iter[30/186] Loss: 0.155, Acc: 0.991, Base Lr: 4.94e-03
2024-04-30 13:45:01 transreid.train INFO: Epoch[51] Iter[40/186] Loss: 0.161, Acc: 0.990, Base Lr: 4.94e-03
2024-04-30 13:45:12 transreid.train INFO: Epoch[51] Iter[50/186] Loss: 0.168, Acc: 0.989, Base Lr: 4.94e-03
2024-04-30 13:45:22 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 0.163, Acc: 0.991, Base Lr: 4.94e-03
2024-04-30 13:45:33 transreid.train INFO: Epoch[51] Iter[70/186] Loss: 0.162, Acc: 0.991, Base Lr: 4.94e-03
2024-04-30 13:45:43 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.158, Acc: 0.992, Base Lr: 4.94e-03
2024-04-30 13:45:53 transreid.train INFO: Epoch[51] Iter[90/186] Loss: 0.153, Acc: 0.992, Base Lr: 4.94e-03
2024-04-30 13:46:04 transreid.train INFO: Epoch[51] Iter[100/186] Loss: 0.146, Acc: 0.993, Base Lr: 4.94e-03
2024-04-30 13:46:14 transreid.train INFO: Epoch[51] Iter[110/186] Loss: 0.145, Acc: 0.992, Base Lr: 4.94e-03
2024-04-30 13:46:25 transreid.train INFO: Epoch[51] Iter[120/186] Loss: 0.141, Acc: 0.993, Base Lr: 4.94e-03
2024-04-30 13:46:36 transreid.train INFO: Epoch[51] Iter[130/186] Loss: 0.144, Acc: 0.992, Base Lr: 4.94e-03
2024-04-30 13:46:46 transreid.train INFO: Epoch[51] Iter[140/186] Loss: 0.146, Acc: 0.992, Base Lr: 4.94e-03
2024-04-30 13:46:57 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.145, Acc: 0.993, Base Lr: 4.94e-03
2024-04-30 13:47:08 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.143, Acc: 0.993, Base Lr: 4.94e-03
2024-04-30 13:47:18 transreid.train INFO: Epoch[51] Iter[170/186] Loss: 0.145, Acc: 0.992, Base Lr: 4.94e-03
2024-04-30 13:47:29 transreid.train INFO: Epoch[51] Iter[180/186] Loss: 0.142, Acc: 0.992, Base Lr: 4.94e-03
2024-04-30 13:47:33 transreid.train INFO: Epoch 51 done. Time per epoch: 195.574[s] Speed: 60.2[samples/s]
2024-04-30 13:47:45 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.159, Acc: 0.991, Base Lr: 4.84e-03
2024-04-30 13:47:56 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.143, Acc: 0.991, Base Lr: 4.84e-03
2024-04-30 13:48:06 transreid.train INFO: Epoch[52] Iter[30/186] Loss: 0.147, Acc: 0.992, Base Lr: 4.84e-03
2024-04-30 13:48:17 transreid.train INFO: Epoch[52] Iter[40/186] Loss: 0.148, Acc: 0.993, Base Lr: 4.84e-03
2024-04-30 13:48:27 transreid.train INFO: Epoch[52] Iter[50/186] Loss: 0.151, Acc: 0.993, Base Lr: 4.84e-03
2024-04-30 13:48:38 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.144, Acc: 0.993, Base Lr: 4.84e-03
2024-04-30 13:48:49 transreid.train INFO: Epoch[52] Iter[70/186] Loss: 0.145, Acc: 0.993, Base Lr: 4.84e-03
2024-04-30 13:48:59 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.145, Acc: 0.992, Base Lr: 4.84e-03
2024-04-30 13:49:10 transreid.train INFO: Epoch[52] Iter[90/186] Loss: 0.141, Acc: 0.993, Base Lr: 4.84e-03
2024-04-30 13:49:20 transreid.train INFO: Epoch[52] Iter[100/186] Loss: 0.140, Acc: 0.993, Base Lr: 4.84e-03
2024-04-30 13:49:31 transreid.train INFO: Epoch[52] Iter[110/186] Loss: 0.145, Acc: 0.993, Base Lr: 4.84e-03
2024-04-30 13:49:42 transreid.train INFO: Epoch[52] Iter[120/186] Loss: 0.148, Acc: 0.992, Base Lr: 4.84e-03
2024-04-30 13:49:52 transreid.train INFO: Epoch[52] Iter[130/186] Loss: 0.147, Acc: 0.992, Base Lr: 4.84e-03
2024-04-30 13:50:03 transreid.train INFO: Epoch[52] Iter[140/186] Loss: 0.144, Acc: 0.992, Base Lr: 4.84e-03
2024-04-30 13:50:14 transreid.train INFO: Epoch[52] Iter[150/186] Loss: 0.143, Acc: 0.992, Base Lr: 4.84e-03
2024-04-30 13:50:24 transreid.train INFO: Epoch[52] Iter[160/186] Loss: 0.144, Acc: 0.992, Base Lr: 4.84e-03
2024-04-30 13:50:35 transreid.train INFO: Epoch[52] Iter[170/186] Loss: 0.143, Acc: 0.992, Base Lr: 4.84e-03
2024-04-30 13:50:45 transreid.train INFO: Epoch[52] Iter[180/186] Loss: 0.142, Acc: 0.992, Base Lr: 4.84e-03
2024-04-30 13:50:50 transreid.train INFO: Epoch 52 done. Time per epoch: 196.052[s] Speed: 60.1[samples/s]
2024-04-30 13:51:01 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.121, Acc: 0.994, Base Lr: 4.74e-03
2024-04-30 13:51:12 transreid.train INFO: Epoch[53] Iter[20/186] Loss: 0.124, Acc: 0.995, Base Lr: 4.74e-03
2024-04-30 13:51:22 transreid.train INFO: Epoch[53] Iter[30/186] Loss: 0.131, Acc: 0.995, Base Lr: 4.74e-03
2024-04-30 13:51:33 transreid.train INFO: Epoch[53] Iter[40/186] Loss: 0.141, Acc: 0.993, Base Lr: 4.74e-03
2024-04-30 13:51:43 transreid.train INFO: Epoch[53] Iter[50/186] Loss: 0.134, Acc: 0.992, Base Lr: 4.74e-03
2024-04-30 13:51:54 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.133, Acc: 0.992, Base Lr: 4.74e-03
2024-04-30 13:52:04 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.133, Acc: 0.992, Base Lr: 4.74e-03
2024-04-30 13:52:15 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.132, Acc: 0.993, Base Lr: 4.74e-03
2024-04-30 13:52:26 transreid.train INFO: Epoch[53] Iter[90/186] Loss: 0.133, Acc: 0.992, Base Lr: 4.74e-03
2024-04-30 13:52:36 transreid.train INFO: Epoch[53] Iter[100/186] Loss: 0.130, Acc: 0.993, Base Lr: 4.74e-03
2024-04-30 13:52:47 transreid.train INFO: Epoch[53] Iter[110/186] Loss: 0.127, Acc: 0.993, Base Lr: 4.74e-03
2024-04-30 13:52:58 transreid.train INFO: Epoch[53] Iter[120/186] Loss: 0.126, Acc: 0.993, Base Lr: 4.74e-03
2024-04-30 13:53:08 transreid.train INFO: Epoch[53] Iter[130/186] Loss: 0.124, Acc: 0.994, Base Lr: 4.74e-03
2024-04-30 13:53:19 transreid.train INFO: Epoch[53] Iter[140/186] Loss: 0.122, Acc: 0.994, Base Lr: 4.74e-03
2024-04-30 13:53:30 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.122, Acc: 0.994, Base Lr: 4.74e-03
2024-04-30 13:53:40 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.122, Acc: 0.994, Base Lr: 4.74e-03
2024-04-30 13:53:50 transreid.train INFO: Epoch[53] Iter[170/186] Loss: 0.120, Acc: 0.994, Base Lr: 4.74e-03
2024-04-30 13:54:00 transreid.train INFO: Epoch[53] Iter[180/186] Loss: 0.117, Acc: 0.994, Base Lr: 4.74e-03
2024-04-30 13:54:05 transreid.train INFO: Epoch 53 done. Time per epoch: 195.242[s] Speed: 60.3[samples/s]
2024-04-30 13:54:16 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.199, Acc: 0.988, Base Lr: 4.63e-03
2024-04-30 13:54:27 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.158, Acc: 0.988, Base Lr: 4.63e-03
2024-04-30 13:54:37 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.150, Acc: 0.991, Base Lr: 4.63e-03
2024-04-30 13:54:48 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 0.145, Acc: 0.991, Base Lr: 4.63e-03
2024-04-30 13:54:59 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.144, Acc: 0.992, Base Lr: 4.63e-03
2024-04-30 13:55:09 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.138, Acc: 0.992, Base Lr: 4.63e-03
2024-04-30 13:55:20 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.134, Acc: 0.992, Base Lr: 4.63e-03
2024-04-30 13:55:30 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.134, Acc: 0.993, Base Lr: 4.63e-03
2024-04-30 13:55:41 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.136, Acc: 0.993, Base Lr: 4.63e-03
2024-04-30 13:55:52 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.133, Acc: 0.993, Base Lr: 4.63e-03
2024-04-30 13:56:02 transreid.train INFO: Epoch[54] Iter[110/186] Loss: 0.131, Acc: 0.992, Base Lr: 4.63e-03
2024-04-30 13:56:13 transreid.train INFO: Epoch[54] Iter[120/186] Loss: 0.130, Acc: 0.993, Base Lr: 4.63e-03
2024-04-30 13:56:24 transreid.train INFO: Epoch[54] Iter[130/186] Loss: 0.128, Acc: 0.993, Base Lr: 4.63e-03
2024-04-30 13:56:34 transreid.train INFO: Epoch[54] Iter[140/186] Loss: 0.126, Acc: 0.993, Base Lr: 4.63e-03
2024-04-30 13:56:45 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.123, Acc: 0.993, Base Lr: 4.63e-03
2024-04-30 13:56:56 transreid.train INFO: Epoch[54] Iter[160/186] Loss: 0.120, Acc: 0.993, Base Lr: 4.63e-03
2024-04-30 13:57:06 transreid.train INFO: Epoch[54] Iter[170/186] Loss: 0.118, Acc: 0.993, Base Lr: 4.63e-03
2024-04-30 13:57:17 transreid.train INFO: Epoch[54] Iter[180/186] Loss: 0.118, Acc: 0.993, Base Lr: 4.63e-03
2024-04-30 13:57:21 transreid.train INFO: Epoch 54 done. Time per epoch: 196.448[s] Speed: 59.9[samples/s]
2024-04-30 13:57:32 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.164, Acc: 0.986, Base Lr: 4.53e-03
2024-04-30 13:57:43 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.162, Acc: 0.988, Base Lr: 4.53e-03
2024-04-30 13:57:54 transreid.train INFO: Epoch[55] Iter[30/186] Loss: 0.160, Acc: 0.989, Base Lr: 4.53e-03
2024-04-30 13:58:04 transreid.train INFO: Epoch[55] Iter[40/186] Loss: 0.148, Acc: 0.989, Base Lr: 4.53e-03
2024-04-30 13:58:15 transreid.train INFO: Epoch[55] Iter[50/186] Loss: 0.150, Acc: 0.990, Base Lr: 4.53e-03
2024-04-30 13:58:25 transreid.train INFO: Epoch[55] Iter[60/186] Loss: 0.155, Acc: 0.990, Base Lr: 4.53e-03
2024-04-30 13:58:36 transreid.train INFO: Epoch[55] Iter[70/186] Loss: 0.148, Acc: 0.990, Base Lr: 4.53e-03
2024-04-30 13:58:46 transreid.train INFO: Epoch[55] Iter[80/186] Loss: 0.143, Acc: 0.991, Base Lr: 4.53e-03
2024-04-30 13:58:57 transreid.train INFO: Epoch[55] Iter[90/186] Loss: 0.136, Acc: 0.991, Base Lr: 4.53e-03
2024-04-30 13:59:08 transreid.train INFO: Epoch[55] Iter[100/186] Loss: 0.135, Acc: 0.992, Base Lr: 4.53e-03
2024-04-30 13:59:18 transreid.train INFO: Epoch[55] Iter[110/186] Loss: 0.132, Acc: 0.992, Base Lr: 4.53e-03
2024-04-30 13:59:29 transreid.train INFO: Epoch[55] Iter[120/186] Loss: 0.134, Acc: 0.992, Base Lr: 4.53e-03
2024-04-30 13:59:40 transreid.train INFO: Epoch[55] Iter[130/186] Loss: 0.129, Acc: 0.992, Base Lr: 4.53e-03
2024-04-30 13:59:50 transreid.train INFO: Epoch[55] Iter[140/186] Loss: 0.130, Acc: 0.992, Base Lr: 4.53e-03
2024-04-30 14:00:00 transreid.train INFO: Epoch[55] Iter[150/186] Loss: 0.129, Acc: 0.992, Base Lr: 4.53e-03
2024-04-30 14:00:11 transreid.train INFO: Epoch[55] Iter[160/186] Loss: 0.126, Acc: 0.993, Base Lr: 4.53e-03
2024-04-30 14:00:22 transreid.train INFO: Epoch[55] Iter[170/186] Loss: 0.124, Acc: 0.993, Base Lr: 4.53e-03
2024-04-30 14:00:32 transreid.train INFO: Epoch[55] Iter[180/186] Loss: 0.122, Acc: 0.992, Base Lr: 4.53e-03
2024-04-30 14:00:36 transreid.train INFO: Epoch 55 done. Time per epoch: 194.356[s] Speed: 60.3[samples/s]
2024-04-30 14:00:47 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.154, Acc: 0.995, Base Lr: 4.43e-03
2024-04-30 14:00:58 transreid.train INFO: Epoch[56] Iter[20/186] Loss: 0.136, Acc: 0.993, Base Lr: 4.43e-03
2024-04-30 14:01:08 transreid.train INFO: Epoch[56] Iter[30/186] Loss: 0.129, Acc: 0.994, Base Lr: 4.43e-03
2024-04-30 14:01:19 transreid.train INFO: Epoch[56] Iter[40/186] Loss: 0.125, Acc: 0.995, Base Lr: 4.43e-03
2024-04-30 14:01:30 transreid.train INFO: Epoch[56] Iter[50/186] Loss: 0.132, Acc: 0.994, Base Lr: 4.43e-03
2024-04-30 14:01:39 transreid.train INFO: Epoch[56] Iter[60/186] Loss: 0.132, Acc: 0.994, Base Lr: 4.43e-03
2024-04-30 14:01:50 transreid.train INFO: Epoch[56] Iter[70/186] Loss: 0.136, Acc: 0.993, Base Lr: 4.43e-03
2024-04-30 14:02:01 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.136, Acc: 0.993, Base Lr: 4.43e-03
2024-04-30 14:02:12 transreid.train INFO: Epoch[56] Iter[90/186] Loss: 0.132, Acc: 0.993, Base Lr: 4.43e-03
2024-04-30 14:02:23 transreid.train INFO: Epoch[56] Iter[100/186] Loss: 0.130, Acc: 0.994, Base Lr: 4.43e-03
2024-04-30 14:02:35 transreid.train INFO: Epoch[56] Iter[110/186] Loss: 0.128, Acc: 0.994, Base Lr: 4.43e-03
2024-04-30 14:02:46 transreid.train INFO: Epoch[56] Iter[120/186] Loss: 0.126, Acc: 0.994, Base Lr: 4.43e-03
2024-04-30 14:02:57 transreid.train INFO: Epoch[56] Iter[130/186] Loss: 0.124, Acc: 0.994, Base Lr: 4.43e-03
2024-04-30 14:03:08 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.122, Acc: 0.994, Base Lr: 4.43e-03
2024-04-30 14:03:19 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.120, Acc: 0.994, Base Lr: 4.43e-03
2024-04-30 14:03:30 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.118, Acc: 0.994, Base Lr: 4.43e-03
2024-04-30 14:03:42 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.115, Acc: 0.994, Base Lr: 4.43e-03
2024-04-30 14:03:53 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.112, Acc: 0.994, Base Lr: 4.43e-03
2024-04-30 14:03:56 transreid.train INFO: Epoch 56 done. Time per epoch: 200.931[s] Speed: 58.3[samples/s]
2024-04-30 14:04:08 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.157, Acc: 0.992, Base Lr: 4.32e-03
2024-04-30 14:04:20 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.157, Acc: 0.990, Base Lr: 4.32e-03
2024-04-30 14:04:31 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.159, Acc: 0.991, Base Lr: 4.32e-03
2024-04-30 14:04:42 transreid.train INFO: Epoch[57] Iter[40/186] Loss: 0.154, Acc: 0.991, Base Lr: 4.32e-03
2024-04-30 14:04:53 transreid.train INFO: Epoch[57] Iter[50/186] Loss: 0.148, Acc: 0.991, Base Lr: 4.32e-03
2024-04-30 14:05:04 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.142, Acc: 0.992, Base Lr: 4.32e-03
2024-04-30 14:05:15 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.138, Acc: 0.991, Base Lr: 4.32e-03
2024-04-30 14:05:26 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.138, Acc: 0.991, Base Lr: 4.32e-03
2024-04-30 14:05:37 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.139, Acc: 0.991, Base Lr: 4.32e-03
2024-04-30 14:05:48 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.139, Acc: 0.991, Base Lr: 4.32e-03
2024-04-30 14:06:00 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.136, Acc: 0.992, Base Lr: 4.32e-03
2024-04-30 14:06:10 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 0.134, Acc: 0.992, Base Lr: 4.32e-03
2024-04-30 14:06:22 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.132, Acc: 0.992, Base Lr: 4.32e-03
2024-04-30 14:06:33 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.130, Acc: 0.992, Base Lr: 4.32e-03
2024-04-30 14:06:44 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.129, Acc: 0.992, Base Lr: 4.32e-03
2024-04-30 14:06:55 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.125, Acc: 0.992, Base Lr: 4.32e-03
2024-04-30 14:07:02 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.122, Acc: 0.993, Base Lr: 4.32e-03
2024-04-30 14:07:07 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.119, Acc: 0.993, Base Lr: 4.32e-03
2024-04-30 14:07:09 transreid.train INFO: Epoch 57 done. Time per epoch: 192.387[s] Speed: 61.2[samples/s]
2024-04-30 14:07:15 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.123, Acc: 0.988, Base Lr: 4.22e-03
2024-04-30 14:07:20 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.124, Acc: 0.990, Base Lr: 4.22e-03
2024-04-30 14:07:25 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.111, Acc: 0.992, Base Lr: 4.22e-03
2024-04-30 14:07:30 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.106, Acc: 0.993, Base Lr: 4.22e-03
2024-04-30 14:07:35 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.113, Acc: 0.992, Base Lr: 4.22e-03
2024-04-30 14:07:40 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.112, Acc: 0.992, Base Lr: 4.22e-03
2024-04-30 14:07:45 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.110, Acc: 0.993, Base Lr: 4.22e-03
2024-04-30 14:07:50 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.110, Acc: 0.993, Base Lr: 4.22e-03
2024-04-30 14:07:55 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.112, Acc: 0.993, Base Lr: 4.22e-03
2024-04-30 14:08:01 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.110, Acc: 0.993, Base Lr: 4.22e-03
2024-04-30 14:08:06 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.109, Acc: 0.993, Base Lr: 4.22e-03
2024-04-30 14:08:11 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.107, Acc: 0.994, Base Lr: 4.22e-03
2024-04-30 14:08:16 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.105, Acc: 0.994, Base Lr: 4.22e-03
2024-04-30 14:08:21 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.104, Acc: 0.994, Base Lr: 4.22e-03
2024-04-30 14:08:26 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.106, Acc: 0.993, Base Lr: 4.22e-03
2024-04-30 14:08:31 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.107, Acc: 0.993, Base Lr: 4.22e-03
2024-04-30 14:08:36 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.105, Acc: 0.994, Base Lr: 4.22e-03
2024-04-30 14:08:41 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.104, Acc: 0.994, Base Lr: 4.22e-03
2024-04-30 14:08:43 transreid.train INFO: Epoch 58 done. Time per epoch: 93.856[s] Speed: 124.8[samples/s]
2024-04-30 14:08:48 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.097, Acc: 0.991, Base Lr: 4.11e-03
2024-04-30 14:08:53 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.104, Acc: 0.991, Base Lr: 4.11e-03
2024-04-30 14:08:58 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.117, Acc: 0.993, Base Lr: 4.11e-03
2024-04-30 14:09:04 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.120, Acc: 0.994, Base Lr: 4.11e-03
2024-04-30 14:09:09 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.118, Acc: 0.994, Base Lr: 4.11e-03
2024-04-30 14:09:14 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.120, Acc: 0.994, Base Lr: 4.11e-03
2024-04-30 14:09:23 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.115, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 14:09:33 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.114, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 14:09:44 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.111, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 14:09:54 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.110, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 14:10:05 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.109, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 14:10:15 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.107, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 14:10:26 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.105, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 14:10:36 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.104, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 14:10:47 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.103, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 14:10:57 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.103, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 14:11:08 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.101, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 14:11:18 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.101, Acc: 0.995, Base Lr: 4.11e-03
2024-04-30 14:11:23 transreid.train INFO: Epoch 59 done. Time per epoch: 159.896[s] Speed: 73.6[samples/s]
2024-04-30 14:11:34 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.158, Acc: 0.991, Base Lr: 4.01e-03
2024-04-30 14:11:44 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.143, Acc: 0.991, Base Lr: 4.01e-03
2024-04-30 14:11:55 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.137, Acc: 0.992, Base Lr: 4.01e-03
2024-04-30 14:12:06 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.127, Acc: 0.993, Base Lr: 4.01e-03
2024-04-30 14:12:16 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.135, Acc: 0.992, Base Lr: 4.01e-03
2024-04-30 14:12:27 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.133, Acc: 0.992, Base Lr: 4.01e-03
2024-04-30 14:12:37 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.138, Acc: 0.992, Base Lr: 4.01e-03
2024-04-30 14:12:48 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.139, Acc: 0.992, Base Lr: 4.01e-03
2024-04-30 14:12:58 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.135, Acc: 0.992, Base Lr: 4.01e-03
2024-04-30 14:13:09 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.138, Acc: 0.992, Base Lr: 4.01e-03
2024-04-30 14:13:20 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.135, Acc: 0.992, Base Lr: 4.01e-03
2024-04-30 14:13:30 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.132, Acc: 0.992, Base Lr: 4.01e-03
2024-04-30 14:13:41 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.129, Acc: 0.992, Base Lr: 4.01e-03
2024-04-30 14:13:51 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.128, Acc: 0.992, Base Lr: 4.01e-03
2024-04-30 14:14:02 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.125, Acc: 0.993, Base Lr: 4.01e-03
2024-04-30 14:14:12 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.123, Acc: 0.993, Base Lr: 4.01e-03
2024-04-30 14:14:23 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.120, Acc: 0.993, Base Lr: 4.01e-03
2024-04-30 14:14:33 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.116, Acc: 0.993, Base Lr: 4.01e-03
2024-04-30 14:14:37 transreid.train INFO: Epoch 60 done. Time per epoch: 194.045[s] Speed: 60.4[samples/s]
2024-04-30 14:15:51 transreid.train INFO: Validation Results - Epoch: 60
2024-04-30 14:15:51 transreid.train INFO: mAP: 75.4%
2024-04-30 14:15:51 transreid.train INFO: CMC curve, Rank-1  :89.2%
2024-04-30 14:15:51 transreid.train INFO: CMC curve, Rank-5  :96.0%
2024-04-30 14:15:51 transreid.train INFO: CMC curve, Rank-10 :97.5%
2024-04-30 14:16:03 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.113, Acc: 0.997, Base Lr: 3.90e-03
2024-04-30 14:16:13 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.110, Acc: 0.997, Base Lr: 3.90e-03
2024-04-30 14:16:24 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.110, Acc: 0.995, Base Lr: 3.90e-03
2024-04-30 14:16:35 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.112, Acc: 0.996, Base Lr: 3.90e-03
2024-04-30 14:16:45 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.110, Acc: 0.995, Base Lr: 3.90e-03
2024-04-30 14:16:56 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.113, Acc: 0.995, Base Lr: 3.90e-03
2024-04-30 14:17:06 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.110, Acc: 0.995, Base Lr: 3.90e-03
2024-04-30 14:17:15 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.108, Acc: 0.995, Base Lr: 3.90e-03
2024-04-30 14:17:25 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.106, Acc: 0.995, Base Lr: 3.90e-03
2024-04-30 14:17:36 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.106, Acc: 0.995, Base Lr: 3.90e-03
2024-04-30 14:17:47 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.105, Acc: 0.995, Base Lr: 3.90e-03
2024-04-30 14:17:57 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.102, Acc: 0.995, Base Lr: 3.90e-03
2024-04-30 14:18:08 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.099, Acc: 0.995, Base Lr: 3.90e-03
2024-04-30 14:18:18 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.100, Acc: 0.995, Base Lr: 3.90e-03
2024-04-30 14:18:29 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.099, Acc: 0.995, Base Lr: 3.90e-03
2024-04-30 14:18:40 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.097, Acc: 0.995, Base Lr: 3.90e-03
2024-04-30 14:18:50 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.095, Acc: 0.995, Base Lr: 3.90e-03
2024-04-30 14:19:01 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.093, Acc: 0.995, Base Lr: 3.90e-03
2024-04-30 14:19:05 transreid.train INFO: Epoch 61 done. Time per epoch: 193.302[s] Speed: 60.9[samples/s]
2024-04-30 14:19:16 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.128, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 14:19:27 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.137, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 14:19:37 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.121, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 14:19:48 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.125, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 14:19:58 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.135, Acc: 0.994, Base Lr: 3.80e-03
2024-04-30 14:20:09 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.134, Acc: 0.994, Base Lr: 3.80e-03
2024-04-30 14:20:20 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.132, Acc: 0.994, Base Lr: 3.80e-03
2024-04-30 14:20:30 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.130, Acc: 0.994, Base Lr: 3.80e-03
2024-04-30 14:20:41 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.124, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 14:20:51 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.119, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 14:21:02 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.120, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 14:21:12 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.118, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 14:21:23 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.115, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 14:21:34 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.114, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 14:21:44 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.113, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 14:21:55 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.112, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 14:22:05 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.110, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 14:22:16 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.107, Acc: 0.995, Base Lr: 3.80e-03
2024-04-30 14:22:19 transreid.train INFO: Epoch 62 done. Time per epoch: 193.916[s] Speed: 60.4[samples/s]
2024-04-30 14:22:30 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.131, Acc: 0.992, Base Lr: 3.69e-03
2024-04-30 14:22:41 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.101, Acc: 0.995, Base Lr: 3.69e-03
2024-04-30 14:22:51 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.107, Acc: 0.994, Base Lr: 3.69e-03
2024-04-30 14:23:02 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.105, Acc: 0.993, Base Lr: 3.69e-03
2024-04-30 14:23:12 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.111, Acc: 0.993, Base Lr: 3.69e-03
2024-04-30 14:23:23 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.107, Acc: 0.994, Base Lr: 3.69e-03
2024-04-30 14:23:33 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.106, Acc: 0.995, Base Lr: 3.69e-03
2024-04-30 14:23:44 transreid.train INFO: Epoch[63] Iter[80/186] Loss: 0.103, Acc: 0.995, Base Lr: 3.69e-03
2024-04-30 14:23:55 transreid.train INFO: Epoch[63] Iter[90/186] Loss: 0.100, Acc: 0.995, Base Lr: 3.69e-03
2024-04-30 14:24:05 transreid.train INFO: Epoch[63] Iter[100/186] Loss: 0.100, Acc: 0.995, Base Lr: 3.69e-03
2024-04-30 14:24:16 transreid.train INFO: Epoch[63] Iter[110/186] Loss: 0.099, Acc: 0.995, Base Lr: 3.69e-03
2024-04-30 14:24:26 transreid.train INFO: Epoch[63] Iter[120/186] Loss: 0.101, Acc: 0.995, Base Lr: 3.69e-03
2024-04-30 14:24:37 transreid.train INFO: Epoch[63] Iter[130/186] Loss: 0.101, Acc: 0.995, Base Lr: 3.69e-03
2024-04-30 14:24:47 transreid.train INFO: Epoch[63] Iter[140/186] Loss: 0.099, Acc: 0.995, Base Lr: 3.69e-03
2024-04-30 14:24:58 transreid.train INFO: Epoch[63] Iter[150/186] Loss: 0.097, Acc: 0.995, Base Lr: 3.69e-03
2024-04-30 14:25:06 transreid.train INFO: Epoch[63] Iter[160/186] Loss: 0.096, Acc: 0.995, Base Lr: 3.69e-03
2024-04-30 14:25:17 transreid.train INFO: Epoch[63] Iter[170/186] Loss: 0.095, Acc: 0.995, Base Lr: 3.69e-03
2024-04-30 14:25:27 transreid.train INFO: Epoch[63] Iter[180/186] Loss: 0.095, Acc: 0.995, Base Lr: 3.69e-03
2024-04-30 14:25:30 transreid.train INFO: Epoch 63 done. Time per epoch: 191.529[s] Speed: 61.1[samples/s]
2024-04-30 14:25:42 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.124, Acc: 0.992, Base Lr: 3.59e-03
2024-04-30 14:25:52 transreid.train INFO: Epoch[64] Iter[20/186] Loss: 0.124, Acc: 0.993, Base Lr: 3.59e-03
2024-04-30 14:26:02 transreid.train INFO: Epoch[64] Iter[30/186] Loss: 0.111, Acc: 0.995, Base Lr: 3.59e-03
2024-04-30 14:26:13 transreid.train INFO: Epoch[64] Iter[40/186] Loss: 0.109, Acc: 0.994, Base Lr: 3.59e-03
2024-04-30 14:26:24 transreid.train INFO: Epoch[64] Iter[50/186] Loss: 0.103, Acc: 0.995, Base Lr: 3.59e-03
2024-04-30 14:26:34 transreid.train INFO: Epoch[64] Iter[60/186] Loss: 0.097, Acc: 0.995, Base Lr: 3.59e-03
2024-04-30 14:26:45 transreid.train INFO: Epoch[64] Iter[70/186] Loss: 0.097, Acc: 0.995, Base Lr: 3.59e-03
2024-04-30 14:26:55 transreid.train INFO: Epoch[64] Iter[80/186] Loss: 0.098, Acc: 0.995, Base Lr: 3.59e-03
2024-04-30 14:27:05 transreid.train INFO: Epoch[64] Iter[90/186] Loss: 0.099, Acc: 0.995, Base Lr: 3.59e-03
2024-04-30 14:27:16 transreid.train INFO: Epoch[64] Iter[100/186] Loss: 0.100, Acc: 0.995, Base Lr: 3.59e-03
2024-04-30 14:27:27 transreid.train INFO: Epoch[64] Iter[110/186] Loss: 0.099, Acc: 0.995, Base Lr: 3.59e-03
2024-04-30 14:27:37 transreid.train INFO: Epoch[64] Iter[120/186] Loss: 0.095, Acc: 0.995, Base Lr: 3.59e-03
2024-04-30 14:27:48 transreid.train INFO: Epoch[64] Iter[130/186] Loss: 0.096, Acc: 0.995, Base Lr: 3.59e-03
2024-04-30 14:27:58 transreid.train INFO: Epoch[64] Iter[140/186] Loss: 0.100, Acc: 0.995, Base Lr: 3.59e-03
2024-04-30 14:28:09 transreid.train INFO: Epoch[64] Iter[150/186] Loss: 0.098, Acc: 0.995, Base Lr: 3.59e-03
2024-04-30 14:28:19 transreid.train INFO: Epoch[64] Iter[160/186] Loss: 0.097, Acc: 0.995, Base Lr: 3.59e-03
2024-04-30 14:28:30 transreid.train INFO: Epoch[64] Iter[170/186] Loss: 0.096, Acc: 0.995, Base Lr: 3.59e-03
2024-04-30 14:28:40 transreid.train INFO: Epoch[64] Iter[180/186] Loss: 0.098, Acc: 0.995, Base Lr: 3.59e-03
2024-04-30 14:28:43 transreid.train INFO: Epoch 64 done. Time per epoch: 193.035[s] Speed: 60.7[samples/s]
2024-04-30 14:28:55 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.101, Acc: 0.992, Base Lr: 3.49e-03
2024-04-30 14:29:05 transreid.train INFO: Epoch[65] Iter[20/186] Loss: 0.099, Acc: 0.994, Base Lr: 3.49e-03
2024-04-30 14:29:16 transreid.train INFO: Epoch[65] Iter[30/186] Loss: 0.102, Acc: 0.994, Base Lr: 3.49e-03
2024-04-30 14:29:26 transreid.train INFO: Epoch[65] Iter[40/186] Loss: 0.114, Acc: 0.994, Base Lr: 3.49e-03
2024-04-30 14:29:37 transreid.train INFO: Epoch[65] Iter[50/186] Loss: 0.113, Acc: 0.994, Base Lr: 3.49e-03
2024-04-30 14:29:47 transreid.train INFO: Epoch[65] Iter[60/186] Loss: 0.109, Acc: 0.995, Base Lr: 3.49e-03
2024-04-30 14:29:58 transreid.train INFO: Epoch[65] Iter[70/186] Loss: 0.108, Acc: 0.995, Base Lr: 3.49e-03
2024-04-30 14:30:08 transreid.train INFO: Epoch[65] Iter[80/186] Loss: 0.110, Acc: 0.995, Base Lr: 3.49e-03
2024-04-30 14:30:19 transreid.train INFO: Epoch[65] Iter[90/186] Loss: 0.112, Acc: 0.995, Base Lr: 3.49e-03
2024-04-30 14:30:29 transreid.train INFO: Epoch[65] Iter[100/186] Loss: 0.107, Acc: 0.995, Base Lr: 3.49e-03
2024-04-30 14:30:40 transreid.train INFO: Epoch[65] Iter[110/186] Loss: 0.106, Acc: 0.994, Base Lr: 3.49e-03
2024-04-30 14:30:50 transreid.train INFO: Epoch[65] Iter[120/186] Loss: 0.107, Acc: 0.994, Base Lr: 3.49e-03
2024-04-30 14:31:01 transreid.train INFO: Epoch[65] Iter[130/186] Loss: 0.105, Acc: 0.994, Base Lr: 3.49e-03
2024-04-30 14:31:11 transreid.train INFO: Epoch[65] Iter[140/186] Loss: 0.102, Acc: 0.994, Base Lr: 3.49e-03
2024-04-30 14:31:22 transreid.train INFO: Epoch[65] Iter[150/186] Loss: 0.102, Acc: 0.995, Base Lr: 3.49e-03
2024-04-30 14:31:33 transreid.train INFO: Epoch[65] Iter[160/186] Loss: 0.101, Acc: 0.995, Base Lr: 3.49e-03
2024-04-30 14:31:43 transreid.train INFO: Epoch[65] Iter[170/186] Loss: 0.098, Acc: 0.995, Base Lr: 3.49e-03
2024-04-30 14:31:54 transreid.train INFO: Epoch[65] Iter[180/186] Loss: 0.098, Acc: 0.995, Base Lr: 3.49e-03
2024-04-30 14:31:58 transreid.train INFO: Epoch 65 done. Time per epoch: 194.521[s] Speed: 60.5[samples/s]
2024-04-30 14:32:09 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.145, Acc: 0.995, Base Lr: 3.38e-03
2024-04-30 14:32:20 transreid.train INFO: Epoch[66] Iter[20/186] Loss: 0.118, Acc: 0.995, Base Lr: 3.38e-03
2024-04-30 14:32:30 transreid.train INFO: Epoch[66] Iter[30/186] Loss: 0.108, Acc: 0.996, Base Lr: 3.38e-03
2024-04-30 14:32:41 transreid.train INFO: Epoch[66] Iter[40/186] Loss: 0.097, Acc: 0.996, Base Lr: 3.38e-03
2024-04-30 14:32:52 transreid.train INFO: Epoch[66] Iter[50/186] Loss: 0.101, Acc: 0.996, Base Lr: 3.38e-03
2024-04-30 14:33:00 transreid.train INFO: Epoch[66] Iter[60/186] Loss: 0.102, Acc: 0.996, Base Lr: 3.38e-03
2024-04-30 14:33:10 transreid.train INFO: Epoch[66] Iter[70/186] Loss: 0.108, Acc: 0.995, Base Lr: 3.38e-03
2024-04-30 14:33:21 transreid.train INFO: Epoch[66] Iter[80/186] Loss: 0.106, Acc: 0.996, Base Lr: 3.38e-03
2024-04-30 14:33:32 transreid.train INFO: Epoch[66] Iter[90/186] Loss: 0.105, Acc: 0.995, Base Lr: 3.38e-03
2024-04-30 14:33:42 transreid.train INFO: Epoch[66] Iter[100/186] Loss: 0.104, Acc: 0.996, Base Lr: 3.38e-03
2024-04-30 14:33:53 transreid.train INFO: Epoch[66] Iter[110/186] Loss: 0.104, Acc: 0.995, Base Lr: 3.38e-03
2024-04-30 14:34:03 transreid.train INFO: Epoch[66] Iter[120/186] Loss: 0.108, Acc: 0.995, Base Lr: 3.38e-03
2024-04-30 14:34:14 transreid.train INFO: Epoch[66] Iter[130/186] Loss: 0.104, Acc: 0.996, Base Lr: 3.38e-03
2024-04-30 14:34:24 transreid.train INFO: Epoch[66] Iter[140/186] Loss: 0.105, Acc: 0.995, Base Lr: 3.38e-03
2024-04-30 14:34:35 transreid.train INFO: Epoch[66] Iter[150/186] Loss: 0.104, Acc: 0.995, Base Lr: 3.38e-03
2024-04-30 14:34:45 transreid.train INFO: Epoch[66] Iter[160/186] Loss: 0.102, Acc: 0.995, Base Lr: 3.38e-03
2024-04-30 14:34:56 transreid.train INFO: Epoch[66] Iter[170/186] Loss: 0.100, Acc: 0.995, Base Lr: 3.38e-03
2024-04-30 14:35:06 transreid.train INFO: Epoch[66] Iter[180/186] Loss: 0.100, Acc: 0.995, Base Lr: 3.38e-03
2024-04-30 14:35:10 transreid.train INFO: Epoch 66 done. Time per epoch: 191.757[s] Speed: 61.1[samples/s]
2024-04-30 14:35:21 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.115, Acc: 0.989, Base Lr: 3.28e-03
2024-04-30 14:35:31 transreid.train INFO: Epoch[67] Iter[20/186] Loss: 0.146, Acc: 0.988, Base Lr: 3.28e-03
2024-04-30 14:35:42 transreid.train INFO: Epoch[67] Iter[30/186] Loss: 0.138, Acc: 0.990, Base Lr: 3.28e-03
2024-04-30 14:35:52 transreid.train INFO: Epoch[67] Iter[40/186] Loss: 0.119, Acc: 0.993, Base Lr: 3.28e-03
2024-04-30 14:36:03 transreid.train INFO: Epoch[67] Iter[50/186] Loss: 0.111, Acc: 0.993, Base Lr: 3.28e-03
2024-04-30 14:36:14 transreid.train INFO: Epoch[67] Iter[60/186] Loss: 0.111, Acc: 0.993, Base Lr: 3.28e-03
2024-04-30 14:36:24 transreid.train INFO: Epoch[67] Iter[70/186] Loss: 0.106, Acc: 0.994, Base Lr: 3.28e-03
2024-04-30 14:36:35 transreid.train INFO: Epoch[67] Iter[80/186] Loss: 0.101, Acc: 0.995, Base Lr: 3.28e-03
2024-04-30 14:36:45 transreid.train INFO: Epoch[67] Iter[90/186] Loss: 0.096, Acc: 0.995, Base Lr: 3.28e-03
2024-04-30 14:36:56 transreid.train INFO: Epoch[67] Iter[100/186] Loss: 0.100, Acc: 0.995, Base Lr: 3.28e-03
2024-04-30 14:37:07 transreid.train INFO: Epoch[67] Iter[110/186] Loss: 0.099, Acc: 0.995, Base Lr: 3.28e-03
2024-04-30 14:37:17 transreid.train INFO: Epoch[67] Iter[120/186] Loss: 0.094, Acc: 0.995, Base Lr: 3.28e-03
2024-04-30 14:37:28 transreid.train INFO: Epoch[67] Iter[130/186] Loss: 0.093, Acc: 0.995, Base Lr: 3.28e-03
2024-04-30 14:37:39 transreid.train INFO: Epoch[67] Iter[140/186] Loss: 0.092, Acc: 0.995, Base Lr: 3.28e-03
2024-04-30 14:37:49 transreid.train INFO: Epoch[67] Iter[150/186] Loss: 0.091, Acc: 0.995, Base Lr: 3.28e-03
2024-04-30 14:38:00 transreid.train INFO: Epoch[67] Iter[160/186] Loss: 0.090, Acc: 0.995, Base Lr: 3.28e-03
2024-04-30 14:38:10 transreid.train INFO: Epoch[67] Iter[170/186] Loss: 0.089, Acc: 0.996, Base Lr: 3.28e-03
2024-04-30 14:38:21 transreid.train INFO: Epoch[67] Iter[180/186] Loss: 0.088, Acc: 0.996, Base Lr: 3.28e-03
2024-04-30 14:38:25 transreid.train INFO: Epoch 67 done. Time per epoch: 195.622[s] Speed: 60.2[samples/s]
2024-04-30 14:38:37 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.105, Acc: 0.992, Base Lr: 3.18e-03
2024-04-30 14:38:47 transreid.train INFO: Epoch[68] Iter[20/186] Loss: 0.093, Acc: 0.994, Base Lr: 3.18e-03
2024-04-30 14:38:58 transreid.train INFO: Epoch[68] Iter[30/186] Loss: 0.098, Acc: 0.993, Base Lr: 3.18e-03
2024-04-30 14:39:08 transreid.train INFO: Epoch[68] Iter[40/186] Loss: 0.096, Acc: 0.993, Base Lr: 3.18e-03
2024-04-30 14:39:19 transreid.train INFO: Epoch[68] Iter[50/186] Loss: 0.093, Acc: 0.994, Base Lr: 3.18e-03
2024-04-30 14:39:30 transreid.train INFO: Epoch[68] Iter[60/186] Loss: 0.095, Acc: 0.994, Base Lr: 3.18e-03
2024-04-30 14:39:40 transreid.train INFO: Epoch[68] Iter[70/186] Loss: 0.096, Acc: 0.994, Base Lr: 3.18e-03
2024-04-30 14:39:51 transreid.train INFO: Epoch[68] Iter[80/186] Loss: 0.096, Acc: 0.993, Base Lr: 3.18e-03
2024-04-30 14:40:01 transreid.train INFO: Epoch[68] Iter[90/186] Loss: 0.098, Acc: 0.993, Base Lr: 3.18e-03
2024-04-30 14:40:12 transreid.train INFO: Epoch[68] Iter[100/186] Loss: 0.098, Acc: 0.993, Base Lr: 3.18e-03
2024-04-30 14:40:22 transreid.train INFO: Epoch[68] Iter[110/186] Loss: 0.096, Acc: 0.993, Base Lr: 3.18e-03
2024-04-30 14:40:33 transreid.train INFO: Epoch[68] Iter[120/186] Loss: 0.096, Acc: 0.993, Base Lr: 3.18e-03
2024-04-30 14:40:43 transreid.train INFO: Epoch[68] Iter[130/186] Loss: 0.094, Acc: 0.993, Base Lr: 3.18e-03
2024-04-30 14:40:52 transreid.train INFO: Epoch[68] Iter[140/186] Loss: 0.091, Acc: 0.994, Base Lr: 3.18e-03
2024-04-30 14:41:03 transreid.train INFO: Epoch[68] Iter[150/186] Loss: 0.088, Acc: 0.994, Base Lr: 3.18e-03
2024-04-30 14:41:13 transreid.train INFO: Epoch[68] Iter[160/186] Loss: 0.088, Acc: 0.994, Base Lr: 3.18e-03
2024-04-30 14:41:24 transreid.train INFO: Epoch[68] Iter[170/186] Loss: 0.086, Acc: 0.994, Base Lr: 3.18e-03
2024-04-30 14:41:34 transreid.train INFO: Epoch[68] Iter[180/186] Loss: 0.086, Acc: 0.994, Base Lr: 3.18e-03
2024-04-30 14:41:37 transreid.train INFO: Epoch 68 done. Time per epoch: 192.140[s] Speed: 61.0[samples/s]
2024-04-30 14:41:49 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.091, Acc: 0.998, Base Lr: 3.08e-03
2024-04-30 14:41:59 transreid.train INFO: Epoch[69] Iter[20/186] Loss: 0.101, Acc: 0.996, Base Lr: 3.08e-03
2024-04-30 14:42:10 transreid.train INFO: Epoch[69] Iter[30/186] Loss: 0.097, Acc: 0.995, Base Lr: 3.08e-03
2024-04-30 14:42:20 transreid.train INFO: Epoch[69] Iter[40/186] Loss: 0.094, Acc: 0.995, Base Lr: 3.08e-03
2024-04-30 14:42:31 transreid.train INFO: Epoch[69] Iter[50/186] Loss: 0.093, Acc: 0.995, Base Lr: 3.08e-03
2024-04-30 14:42:41 transreid.train INFO: Epoch[69] Iter[60/186] Loss: 0.092, Acc: 0.995, Base Lr: 3.08e-03
2024-04-30 14:42:52 transreid.train INFO: Epoch[69] Iter[70/186] Loss: 0.091, Acc: 0.995, Base Lr: 3.08e-03
2024-04-30 14:43:02 transreid.train INFO: Epoch[69] Iter[80/186] Loss: 0.091, Acc: 0.995, Base Lr: 3.08e-03
2024-04-30 14:43:13 transreid.train INFO: Epoch[69] Iter[90/186] Loss: 0.088, Acc: 0.996, Base Lr: 3.08e-03
2024-04-30 14:43:24 transreid.train INFO: Epoch[69] Iter[100/186] Loss: 0.086, Acc: 0.996, Base Lr: 3.08e-03
2024-04-30 14:43:34 transreid.train INFO: Epoch[69] Iter[110/186] Loss: 0.087, Acc: 0.996, Base Lr: 3.08e-03
2024-04-30 14:43:45 transreid.train INFO: Epoch[69] Iter[120/186] Loss: 0.086, Acc: 0.996, Base Lr: 3.08e-03
2024-04-30 14:43:56 transreid.train INFO: Epoch[69] Iter[130/186] Loss: 0.086, Acc: 0.996, Base Lr: 3.08e-03
2024-04-30 14:44:06 transreid.train INFO: Epoch[69] Iter[140/186] Loss: 0.089, Acc: 0.996, Base Lr: 3.08e-03
2024-04-30 14:44:17 transreid.train INFO: Epoch[69] Iter[150/186] Loss: 0.087, Acc: 0.996, Base Lr: 3.08e-03
2024-04-30 14:44:27 transreid.train INFO: Epoch[69] Iter[160/186] Loss: 0.089, Acc: 0.996, Base Lr: 3.08e-03
2024-04-30 14:44:38 transreid.train INFO: Epoch[69] Iter[170/186] Loss: 0.088, Acc: 0.996, Base Lr: 3.08e-03
2024-04-30 14:44:48 transreid.train INFO: Epoch[69] Iter[180/186] Loss: 0.086, Acc: 0.996, Base Lr: 3.08e-03
2024-04-30 14:44:53 transreid.train INFO: Epoch 69 done. Time per epoch: 195.114[s] Speed: 60.4[samples/s]
2024-04-30 14:45:04 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.086, Acc: 0.998, Base Lr: 2.97e-03
2024-04-30 14:45:14 transreid.train INFO: Epoch[70] Iter[20/186] Loss: 0.082, Acc: 0.995, Base Lr: 2.97e-03
2024-04-30 14:45:25 transreid.train INFO: Epoch[70] Iter[30/186] Loss: 0.093, Acc: 0.992, Base Lr: 2.97e-03
2024-04-30 14:45:35 transreid.train INFO: Epoch[70] Iter[40/186] Loss: 0.098, Acc: 0.992, Base Lr: 2.97e-03
2024-04-30 14:45:46 transreid.train INFO: Epoch[70] Iter[50/186] Loss: 0.100, Acc: 0.993, Base Lr: 2.97e-03
2024-04-30 14:45:56 transreid.train INFO: Epoch[70] Iter[60/186] Loss: 0.096, Acc: 0.993, Base Lr: 2.97e-03
2024-04-30 14:46:07 transreid.train INFO: Epoch[70] Iter[70/186] Loss: 0.094, Acc: 0.993, Base Lr: 2.97e-03
2024-04-30 14:46:18 transreid.train INFO: Epoch[70] Iter[80/186] Loss: 0.095, Acc: 0.993, Base Lr: 2.97e-03
2024-04-30 14:46:28 transreid.train INFO: Epoch[70] Iter[90/186] Loss: 0.094, Acc: 0.993, Base Lr: 2.97e-03
2024-04-30 14:46:39 transreid.train INFO: Epoch[70] Iter[100/186] Loss: 0.095, Acc: 0.994, Base Lr: 2.97e-03
2024-04-30 14:46:49 transreid.train INFO: Epoch[70] Iter[110/186] Loss: 0.095, Acc: 0.994, Base Lr: 2.97e-03
2024-04-30 14:46:59 transreid.train INFO: Epoch[70] Iter[120/186] Loss: 0.093, Acc: 0.994, Base Lr: 2.97e-03
2024-04-30 14:47:10 transreid.train INFO: Epoch[70] Iter[130/186] Loss: 0.091, Acc: 0.994, Base Lr: 2.97e-03
2024-04-30 14:47:20 transreid.train INFO: Epoch[70] Iter[140/186] Loss: 0.092, Acc: 0.994, Base Lr: 2.97e-03
2024-04-30 14:47:31 transreid.train INFO: Epoch[70] Iter[150/186] Loss: 0.091, Acc: 0.994, Base Lr: 2.97e-03
2024-04-30 14:47:41 transreid.train INFO: Epoch[70] Iter[160/186] Loss: 0.094, Acc: 0.994, Base Lr: 2.97e-03
2024-04-30 14:47:52 transreid.train INFO: Epoch[70] Iter[170/186] Loss: 0.093, Acc: 0.994, Base Lr: 2.97e-03
2024-04-30 14:48:02 transreid.train INFO: Epoch[70] Iter[180/186] Loss: 0.092, Acc: 0.995, Base Lr: 2.97e-03
2024-04-30 14:48:05 transreid.train INFO: Epoch 70 done. Time per epoch: 192.672[s] Speed: 60.8[samples/s]
2024-04-30 14:48:16 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.106, Acc: 0.995, Base Lr: 2.87e-03
2024-04-30 14:48:27 transreid.train INFO: Epoch[71] Iter[20/186] Loss: 0.105, Acc: 0.995, Base Lr: 2.87e-03
2024-04-30 14:48:37 transreid.train INFO: Epoch[71] Iter[30/186] Loss: 0.101, Acc: 0.996, Base Lr: 2.87e-03
2024-04-30 14:48:46 transreid.train INFO: Epoch[71] Iter[40/186] Loss: 0.101, Acc: 0.995, Base Lr: 2.87e-03
2024-04-30 14:48:56 transreid.train INFO: Epoch[71] Iter[50/186] Loss: 0.104, Acc: 0.995, Base Lr: 2.87e-03
2024-04-30 14:49:06 transreid.train INFO: Epoch[71] Iter[60/186] Loss: 0.102, Acc: 0.996, Base Lr: 2.87e-03
2024-04-30 14:49:17 transreid.train INFO: Epoch[71] Iter[70/186] Loss: 0.100, Acc: 0.996, Base Lr: 2.87e-03
2024-04-30 14:49:27 transreid.train INFO: Epoch[71] Iter[80/186] Loss: 0.096, Acc: 0.996, Base Lr: 2.87e-03
2024-04-30 14:49:38 transreid.train INFO: Epoch[71] Iter[90/186] Loss: 0.098, Acc: 0.996, Base Lr: 2.87e-03
2024-04-30 14:49:48 transreid.train INFO: Epoch[71] Iter[100/186] Loss: 0.094, Acc: 0.996, Base Lr: 2.87e-03
2024-04-30 14:49:59 transreid.train INFO: Epoch[71] Iter[110/186] Loss: 0.092, Acc: 0.996, Base Lr: 2.87e-03
2024-04-30 14:50:10 transreid.train INFO: Epoch[71] Iter[120/186] Loss: 0.091, Acc: 0.996, Base Lr: 2.87e-03
2024-04-30 14:50:20 transreid.train INFO: Epoch[71] Iter[130/186] Loss: 0.092, Acc: 0.996, Base Lr: 2.87e-03
2024-04-30 14:50:31 transreid.train INFO: Epoch[71] Iter[140/186] Loss: 0.093, Acc: 0.996, Base Lr: 2.87e-03
2024-04-30 14:50:42 transreid.train INFO: Epoch[71] Iter[150/186] Loss: 0.093, Acc: 0.996, Base Lr: 2.87e-03
2024-04-30 14:50:52 transreid.train INFO: Epoch[71] Iter[160/186] Loss: 0.090, Acc: 0.996, Base Lr: 2.87e-03
2024-04-30 14:51:03 transreid.train INFO: Epoch[71] Iter[170/186] Loss: 0.088, Acc: 0.996, Base Lr: 2.87e-03
2024-04-30 14:51:13 transreid.train INFO: Epoch[71] Iter[180/186] Loss: 0.087, Acc: 0.996, Base Lr: 2.87e-03
2024-04-30 14:51:18 transreid.train INFO: Epoch 71 done. Time per epoch: 192.465[s] Speed: 61.2[samples/s]
2024-04-30 14:51:29 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.106, Acc: 0.995, Base Lr: 2.77e-03
2024-04-30 14:51:40 transreid.train INFO: Epoch[72] Iter[20/186] Loss: 0.122, Acc: 0.996, Base Lr: 2.77e-03
2024-04-30 14:51:50 transreid.train INFO: Epoch[72] Iter[30/186] Loss: 0.125, Acc: 0.994, Base Lr: 2.77e-03
2024-04-30 14:52:01 transreid.train INFO: Epoch[72] Iter[40/186] Loss: 0.116, Acc: 0.995, Base Lr: 2.77e-03
2024-04-30 14:52:11 transreid.train INFO: Epoch[72] Iter[50/186] Loss: 0.110, Acc: 0.995, Base Lr: 2.77e-03
2024-04-30 14:52:22 transreid.train INFO: Epoch[72] Iter[60/186] Loss: 0.104, Acc: 0.995, Base Lr: 2.77e-03
2024-04-30 14:52:33 transreid.train INFO: Epoch[72] Iter[70/186] Loss: 0.106, Acc: 0.995, Base Lr: 2.77e-03
2024-04-30 14:52:43 transreid.train INFO: Epoch[72] Iter[80/186] Loss: 0.102, Acc: 0.996, Base Lr: 2.77e-03
2024-04-30 14:52:54 transreid.train INFO: Epoch[72] Iter[90/186] Loss: 0.099, Acc: 0.995, Base Lr: 2.77e-03
2024-04-30 14:53:04 transreid.train INFO: Epoch[72] Iter[100/186] Loss: 0.099, Acc: 0.995, Base Lr: 2.77e-03
2024-04-30 14:53:15 transreid.train INFO: Epoch[72] Iter[110/186] Loss: 0.097, Acc: 0.996, Base Lr: 2.77e-03
2024-04-30 14:53:26 transreid.train INFO: Epoch[72] Iter[120/186] Loss: 0.096, Acc: 0.996, Base Lr: 2.77e-03
2024-04-30 14:53:36 transreid.train INFO: Epoch[72] Iter[130/186] Loss: 0.095, Acc: 0.996, Base Lr: 2.77e-03
2024-04-30 14:53:47 transreid.train INFO: Epoch[72] Iter[140/186] Loss: 0.091, Acc: 0.996, Base Lr: 2.77e-03
2024-04-30 14:53:57 transreid.train INFO: Epoch[72] Iter[150/186] Loss: 0.091, Acc: 0.996, Base Lr: 2.77e-03
2024-04-30 14:54:08 transreid.train INFO: Epoch[72] Iter[160/186] Loss: 0.091, Acc: 0.996, Base Lr: 2.77e-03
2024-04-30 14:54:19 transreid.train INFO: Epoch[72] Iter[170/186] Loss: 0.091, Acc: 0.996, Base Lr: 2.77e-03
2024-04-30 14:54:29 transreid.train INFO: Epoch[72] Iter[180/186] Loss: 0.089, Acc: 0.996, Base Lr: 2.77e-03
2024-04-30 14:54:33 transreid.train INFO: Epoch 72 done. Time per epoch: 194.954[s] Speed: 60.1[samples/s]
2024-04-30 14:54:44 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.109, Acc: 0.992, Base Lr: 2.68e-03
2024-04-30 14:54:54 transreid.train INFO: Epoch[73] Iter[20/186] Loss: 0.110, Acc: 0.995, Base Lr: 2.68e-03
2024-04-30 14:55:05 transreid.train INFO: Epoch[73] Iter[30/186] Loss: 0.106, Acc: 0.994, Base Lr: 2.68e-03
2024-04-30 14:55:16 transreid.train INFO: Epoch[73] Iter[40/186] Loss: 0.097, Acc: 0.995, Base Lr: 2.68e-03
2024-04-30 14:55:26 transreid.train INFO: Epoch[73] Iter[50/186] Loss: 0.093, Acc: 0.995, Base Lr: 2.68e-03
2024-04-30 14:55:37 transreid.train INFO: Epoch[73] Iter[60/186] Loss: 0.087, Acc: 0.996, Base Lr: 2.68e-03
2024-04-30 14:55:47 transreid.train INFO: Epoch[73] Iter[70/186] Loss: 0.085, Acc: 0.995, Base Lr: 2.68e-03
2024-04-30 14:55:58 transreid.train INFO: Epoch[73] Iter[80/186] Loss: 0.081, Acc: 0.996, Base Lr: 2.68e-03
2024-04-30 14:56:09 transreid.train INFO: Epoch[73] Iter[90/186] Loss: 0.082, Acc: 0.996, Base Lr: 2.68e-03
2024-04-30 14:56:19 transreid.train INFO: Epoch[73] Iter[100/186] Loss: 0.082, Acc: 0.996, Base Lr: 2.68e-03
2024-04-30 14:56:30 transreid.train INFO: Epoch[73] Iter[110/186] Loss: 0.084, Acc: 0.995, Base Lr: 2.68e-03
2024-04-30 14:56:41 transreid.train INFO: Epoch[73] Iter[120/186] Loss: 0.082, Acc: 0.996, Base Lr: 2.68e-03
2024-04-30 14:56:49 transreid.train INFO: Epoch[73] Iter[130/186] Loss: 0.084, Acc: 0.996, Base Lr: 2.68e-03
2024-04-30 14:57:00 transreid.train INFO: Epoch[73] Iter[140/186] Loss: 0.083, Acc: 0.996, Base Lr: 2.68e-03
2024-04-30 14:57:10 transreid.train INFO: Epoch[73] Iter[150/186] Loss: 0.081, Acc: 0.996, Base Lr: 2.68e-03
2024-04-30 14:57:21 transreid.train INFO: Epoch[73] Iter[160/186] Loss: 0.079, Acc: 0.996, Base Lr: 2.68e-03
2024-04-30 14:57:32 transreid.train INFO: Epoch[73] Iter[170/186] Loss: 0.077, Acc: 0.996, Base Lr: 2.68e-03
2024-04-30 14:57:42 transreid.train INFO: Epoch[73] Iter[180/186] Loss: 0.076, Acc: 0.996, Base Lr: 2.68e-03
2024-04-30 14:57:45 transreid.train INFO: Epoch 73 done. Time per epoch: 192.847[s] Speed: 60.7[samples/s]
2024-04-30 14:57:57 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.125, Acc: 0.991, Base Lr: 2.58e-03
2024-04-30 14:58:07 transreid.train INFO: Epoch[74] Iter[20/186] Loss: 0.104, Acc: 0.992, Base Lr: 2.58e-03
2024-04-30 14:58:18 transreid.train INFO: Epoch[74] Iter[30/186] Loss: 0.115, Acc: 0.992, Base Lr: 2.58e-03
2024-04-30 14:58:29 transreid.train INFO: Epoch[74] Iter[40/186] Loss: 0.112, Acc: 0.993, Base Lr: 2.58e-03
2024-04-30 14:58:39 transreid.train INFO: Epoch[74] Iter[50/186] Loss: 0.108, Acc: 0.993, Base Lr: 2.58e-03
2024-04-30 14:58:50 transreid.train INFO: Epoch[74] Iter[60/186] Loss: 0.101, Acc: 0.993, Base Lr: 2.58e-03
2024-04-30 14:59:00 transreid.train INFO: Epoch[74] Iter[70/186] Loss: 0.098, Acc: 0.994, Base Lr: 2.58e-03
2024-04-30 14:59:11 transreid.train INFO: Epoch[74] Iter[80/186] Loss: 0.097, Acc: 0.994, Base Lr: 2.58e-03
2024-04-30 14:59:22 transreid.train INFO: Epoch[74] Iter[90/186] Loss: 0.094, Acc: 0.994, Base Lr: 2.58e-03
2024-04-30 14:59:32 transreid.train INFO: Epoch[74] Iter[100/186] Loss: 0.094, Acc: 0.994, Base Lr: 2.58e-03
2024-04-30 14:59:43 transreid.train INFO: Epoch[74] Iter[110/186] Loss: 0.092, Acc: 0.995, Base Lr: 2.58e-03
2024-04-30 14:59:53 transreid.train INFO: Epoch[74] Iter[120/186] Loss: 0.091, Acc: 0.995, Base Lr: 2.58e-03
2024-04-30 15:00:04 transreid.train INFO: Epoch[74] Iter[130/186] Loss: 0.091, Acc: 0.995, Base Lr: 2.58e-03
2024-04-30 15:00:14 transreid.train INFO: Epoch[74] Iter[140/186] Loss: 0.091, Acc: 0.995, Base Lr: 2.58e-03
2024-04-30 15:00:25 transreid.train INFO: Epoch[74] Iter[150/186] Loss: 0.088, Acc: 0.995, Base Lr: 2.58e-03
2024-04-30 15:00:35 transreid.train INFO: Epoch[74] Iter[160/186] Loss: 0.088, Acc: 0.995, Base Lr: 2.58e-03
2024-04-30 15:00:46 transreid.train INFO: Epoch[74] Iter[170/186] Loss: 0.085, Acc: 0.995, Base Lr: 2.58e-03
2024-04-30 15:00:57 transreid.train INFO: Epoch[74] Iter[180/186] Loss: 0.084, Acc: 0.995, Base Lr: 2.58e-03
2024-04-30 15:01:00 transreid.train INFO: Epoch 74 done. Time per epoch: 194.583[s] Speed: 60.2[samples/s]
2024-04-30 15:01:11 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.121, Acc: 0.992, Base Lr: 2.48e-03
2024-04-30 15:01:22 transreid.train INFO: Epoch[75] Iter[20/186] Loss: 0.113, Acc: 0.993, Base Lr: 2.48e-03
2024-04-30 15:01:33 transreid.train INFO: Epoch[75] Iter[30/186] Loss: 0.112, Acc: 0.994, Base Lr: 2.48e-03
2024-04-30 15:01:43 transreid.train INFO: Epoch[75] Iter[40/186] Loss: 0.101, Acc: 0.995, Base Lr: 2.48e-03
2024-04-30 15:01:54 transreid.train INFO: Epoch[75] Iter[50/186] Loss: 0.094, Acc: 0.995, Base Lr: 2.48e-03
2024-04-30 15:02:04 transreid.train INFO: Epoch[75] Iter[60/186] Loss: 0.095, Acc: 0.995, Base Lr: 2.48e-03
2024-04-30 15:02:15 transreid.train INFO: Epoch[75] Iter[70/186] Loss: 0.091, Acc: 0.996, Base Lr: 2.48e-03
2024-04-30 15:02:26 transreid.train INFO: Epoch[75] Iter[80/186] Loss: 0.088, Acc: 0.996, Base Lr: 2.48e-03
2024-04-30 15:02:36 transreid.train INFO: Epoch[75] Iter[90/186] Loss: 0.088, Acc: 0.996, Base Lr: 2.48e-03
2024-04-30 15:02:47 transreid.train INFO: Epoch[75] Iter[100/186] Loss: 0.088, Acc: 0.996, Base Lr: 2.48e-03
2024-04-30 15:02:57 transreid.train INFO: Epoch[75] Iter[110/186] Loss: 0.085, Acc: 0.996, Base Lr: 2.48e-03
2024-04-30 15:03:08 transreid.train INFO: Epoch[75] Iter[120/186] Loss: 0.087, Acc: 0.995, Base Lr: 2.48e-03
2024-04-30 15:03:19 transreid.train INFO: Epoch[75] Iter[130/186] Loss: 0.083, Acc: 0.996, Base Lr: 2.48e-03
2024-04-30 15:03:29 transreid.train INFO: Epoch[75] Iter[140/186] Loss: 0.081, Acc: 0.996, Base Lr: 2.48e-03
2024-04-30 15:03:40 transreid.train INFO: Epoch[75] Iter[150/186] Loss: 0.079, Acc: 0.996, Base Lr: 2.48e-03
2024-04-30 15:03:51 transreid.train INFO: Epoch[75] Iter[160/186] Loss: 0.077, Acc: 0.996, Base Lr: 2.48e-03
2024-04-30 15:04:01 transreid.train INFO: Epoch[75] Iter[170/186] Loss: 0.075, Acc: 0.996, Base Lr: 2.48e-03
2024-04-30 15:04:12 transreid.train INFO: Epoch[75] Iter[180/186] Loss: 0.073, Acc: 0.996, Base Lr: 2.48e-03
2024-04-30 15:04:15 transreid.train INFO: Epoch 75 done. Time per epoch: 194.870[s] Speed: 60.1[samples/s]
2024-04-30 15:04:26 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.089, Acc: 0.995, Base Lr: 2.38e-03
2024-04-30 15:04:37 transreid.train INFO: Epoch[76] Iter[20/186] Loss: 0.113, Acc: 0.996, Base Lr: 2.38e-03
2024-04-30 15:04:45 transreid.train INFO: Epoch[76] Iter[30/186] Loss: 0.110, Acc: 0.997, Base Lr: 2.38e-03
2024-04-30 15:04:56 transreid.train INFO: Epoch[76] Iter[40/186] Loss: 0.106, Acc: 0.996, Base Lr: 2.38e-03
2024-04-30 15:05:06 transreid.train INFO: Epoch[76] Iter[50/186] Loss: 0.102, Acc: 0.996, Base Lr: 2.38e-03
2024-04-30 15:05:17 transreid.train INFO: Epoch[76] Iter[60/186] Loss: 0.097, Acc: 0.996, Base Lr: 2.38e-03
2024-04-30 15:05:27 transreid.train INFO: Epoch[76] Iter[70/186] Loss: 0.095, Acc: 0.996, Base Lr: 2.38e-03
2024-04-30 15:05:38 transreid.train INFO: Epoch[76] Iter[80/186] Loss: 0.094, Acc: 0.995, Base Lr: 2.38e-03
2024-04-30 15:05:49 transreid.train INFO: Epoch[76] Iter[90/186] Loss: 0.090, Acc: 0.996, Base Lr: 2.38e-03
2024-04-30 15:05:59 transreid.train INFO: Epoch[76] Iter[100/186] Loss: 0.091, Acc: 0.995, Base Lr: 2.38e-03
2024-04-30 15:06:10 transreid.train INFO: Epoch[76] Iter[110/186] Loss: 0.088, Acc: 0.996, Base Lr: 2.38e-03
2024-04-30 15:06:20 transreid.train INFO: Epoch[76] Iter[120/186] Loss: 0.088, Acc: 0.996, Base Lr: 2.38e-03
2024-04-30 15:06:31 transreid.train INFO: Epoch[76] Iter[130/186] Loss: 0.086, Acc: 0.996, Base Lr: 2.38e-03
2024-04-30 15:06:42 transreid.train INFO: Epoch[76] Iter[140/186] Loss: 0.084, Acc: 0.996, Base Lr: 2.38e-03
2024-04-30 15:06:52 transreid.train INFO: Epoch[76] Iter[150/186] Loss: 0.082, Acc: 0.996, Base Lr: 2.38e-03
2024-04-30 15:07:03 transreid.train INFO: Epoch[76] Iter[160/186] Loss: 0.079, Acc: 0.996, Base Lr: 2.38e-03
2024-04-30 15:07:13 transreid.train INFO: Epoch[76] Iter[170/186] Loss: 0.079, Acc: 0.996, Base Lr: 2.38e-03
2024-04-30 15:07:24 transreid.train INFO: Epoch[76] Iter[180/186] Loss: 0.077, Acc: 0.996, Base Lr: 2.38e-03
2024-04-30 15:07:27 transreid.train INFO: Epoch 76 done. Time per epoch: 191.999[s] Speed: 61.0[samples/s]
2024-04-30 15:07:38 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.088, Acc: 0.997, Base Lr: 2.29e-03
2024-04-30 15:07:49 transreid.train INFO: Epoch[77] Iter[20/186] Loss: 0.093, Acc: 0.997, Base Lr: 2.29e-03
2024-04-30 15:07:59 transreid.train INFO: Epoch[77] Iter[30/186] Loss: 0.086, Acc: 0.997, Base Lr: 2.29e-03
2024-04-30 15:08:10 transreid.train INFO: Epoch[77] Iter[40/186] Loss: 0.083, Acc: 0.996, Base Lr: 2.29e-03
2024-04-30 15:08:21 transreid.train INFO: Epoch[77] Iter[50/186] Loss: 0.081, Acc: 0.997, Base Lr: 2.29e-03
2024-04-30 15:08:31 transreid.train INFO: Epoch[77] Iter[60/186] Loss: 0.083, Acc: 0.997, Base Lr: 2.29e-03
2024-04-30 15:08:42 transreid.train INFO: Epoch[77] Iter[70/186] Loss: 0.085, Acc: 0.996, Base Lr: 2.29e-03
2024-04-30 15:08:52 transreid.train INFO: Epoch[77] Iter[80/186] Loss: 0.084, Acc: 0.996, Base Lr: 2.29e-03
2024-04-30 15:09:03 transreid.train INFO: Epoch[77] Iter[90/186] Loss: 0.081, Acc: 0.997, Base Lr: 2.29e-03
2024-04-30 15:09:14 transreid.train INFO: Epoch[77] Iter[100/186] Loss: 0.080, Acc: 0.997, Base Lr: 2.29e-03
2024-04-30 15:09:24 transreid.train INFO: Epoch[77] Iter[110/186] Loss: 0.078, Acc: 0.997, Base Lr: 2.29e-03
2024-04-30 15:09:35 transreid.train INFO: Epoch[77] Iter[120/186] Loss: 0.080, Acc: 0.996, Base Lr: 2.29e-03
2024-04-30 15:09:45 transreid.train INFO: Epoch[77] Iter[130/186] Loss: 0.078, Acc: 0.996, Base Lr: 2.29e-03
2024-04-30 15:09:56 transreid.train INFO: Epoch[77] Iter[140/186] Loss: 0.076, Acc: 0.997, Base Lr: 2.29e-03
2024-04-30 15:10:07 transreid.train INFO: Epoch[77] Iter[150/186] Loss: 0.077, Acc: 0.996, Base Lr: 2.29e-03
2024-04-30 15:10:17 transreid.train INFO: Epoch[77] Iter[160/186] Loss: 0.076, Acc: 0.996, Base Lr: 2.29e-03
2024-04-30 15:10:28 transreid.train INFO: Epoch[77] Iter[170/186] Loss: 0.076, Acc: 0.996, Base Lr: 2.29e-03
2024-04-30 15:10:38 transreid.train INFO: Epoch[77] Iter[180/186] Loss: 0.075, Acc: 0.997, Base Lr: 2.29e-03
2024-04-30 15:10:42 transreid.train INFO: Epoch 77 done. Time per epoch: 194.733[s] Speed: 60.1[samples/s]
2024-04-30 15:10:53 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.091, Acc: 0.997, Base Lr: 2.20e-03
2024-04-30 15:11:04 transreid.train INFO: Epoch[78] Iter[20/186] Loss: 0.094, Acc: 0.997, Base Lr: 2.20e-03
2024-04-30 15:11:14 transreid.train INFO: Epoch[78] Iter[30/186] Loss: 0.088, Acc: 0.996, Base Lr: 2.20e-03
2024-04-30 15:11:25 transreid.train INFO: Epoch[78] Iter[40/186] Loss: 0.084, Acc: 0.997, Base Lr: 2.20e-03
2024-04-30 15:11:36 transreid.train INFO: Epoch[78] Iter[50/186] Loss: 0.084, Acc: 0.997, Base Lr: 2.20e-03
2024-04-30 15:11:46 transreid.train INFO: Epoch[78] Iter[60/186] Loss: 0.087, Acc: 0.997, Base Lr: 2.20e-03
2024-04-30 15:11:57 transreid.train INFO: Epoch[78] Iter[70/186] Loss: 0.090, Acc: 0.997, Base Lr: 2.20e-03
2024-04-30 15:12:08 transreid.train INFO: Epoch[78] Iter[80/186] Loss: 0.092, Acc: 0.996, Base Lr: 2.20e-03
2024-04-30 15:12:18 transreid.train INFO: Epoch[78] Iter[90/186] Loss: 0.093, Acc: 0.996, Base Lr: 2.20e-03
2024-04-30 15:12:29 transreid.train INFO: Epoch[78] Iter[100/186] Loss: 0.093, Acc: 0.996, Base Lr: 2.20e-03
2024-04-30 15:12:37 transreid.train INFO: Epoch[78] Iter[110/186] Loss: 0.092, Acc: 0.996, Base Lr: 2.20e-03
2024-04-30 15:12:48 transreid.train INFO: Epoch[78] Iter[120/186] Loss: 0.093, Acc: 0.996, Base Lr: 2.20e-03
2024-04-30 15:12:58 transreid.train INFO: Epoch[78] Iter[130/186] Loss: 0.091, Acc: 0.996, Base Lr: 2.20e-03
2024-04-30 15:13:09 transreid.train INFO: Epoch[78] Iter[140/186] Loss: 0.088, Acc: 0.996, Base Lr: 2.20e-03
2024-04-30 15:13:20 transreid.train INFO: Epoch[78] Iter[150/186] Loss: 0.087, Acc: 0.996, Base Lr: 2.20e-03
2024-04-30 15:13:30 transreid.train INFO: Epoch[78] Iter[160/186] Loss: 0.087, Acc: 0.996, Base Lr: 2.20e-03
2024-04-30 15:13:41 transreid.train INFO: Epoch[78] Iter[170/186] Loss: 0.086, Acc: 0.996, Base Lr: 2.20e-03
2024-04-30 15:13:51 transreid.train INFO: Epoch[78] Iter[180/186] Loss: 0.083, Acc: 0.996, Base Lr: 2.20e-03
2024-04-30 15:13:55 transreid.train INFO: Epoch 78 done. Time per epoch: 192.948[s] Speed: 60.7[samples/s]
2024-04-30 15:14:06 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.116, Acc: 0.991, Base Lr: 2.10e-03
2024-04-30 15:14:16 transreid.train INFO: Epoch[79] Iter[20/186] Loss: 0.101, Acc: 0.992, Base Lr: 2.10e-03
2024-04-30 15:14:27 transreid.train INFO: Epoch[79] Iter[30/186] Loss: 0.102, Acc: 0.993, Base Lr: 2.10e-03
2024-04-30 15:14:37 transreid.train INFO: Epoch[79] Iter[40/186] Loss: 0.105, Acc: 0.993, Base Lr: 2.10e-03
2024-04-30 15:14:48 transreid.train INFO: Epoch[79] Iter[50/186] Loss: 0.099, Acc: 0.993, Base Lr: 2.10e-03
2024-04-30 15:14:59 transreid.train INFO: Epoch[79] Iter[60/186] Loss: 0.094, Acc: 0.994, Base Lr: 2.10e-03
2024-04-30 15:15:09 transreid.train INFO: Epoch[79] Iter[70/186] Loss: 0.099, Acc: 0.994, Base Lr: 2.10e-03
2024-04-30 15:15:20 transreid.train INFO: Epoch[79] Iter[80/186] Loss: 0.102, Acc: 0.994, Base Lr: 2.10e-03
2024-04-30 15:15:30 transreid.train INFO: Epoch[79] Iter[90/186] Loss: 0.100, Acc: 0.994, Base Lr: 2.10e-03
2024-04-30 15:15:41 transreid.train INFO: Epoch[79] Iter[100/186] Loss: 0.100, Acc: 0.995, Base Lr: 2.10e-03
2024-04-30 15:15:51 transreid.train INFO: Epoch[79] Iter[110/186] Loss: 0.099, Acc: 0.995, Base Lr: 2.10e-03
2024-04-30 15:16:02 transreid.train INFO: Epoch[79] Iter[120/186] Loss: 0.095, Acc: 0.995, Base Lr: 2.10e-03
2024-04-30 15:16:13 transreid.train INFO: Epoch[79] Iter[130/186] Loss: 0.093, Acc: 0.995, Base Lr: 2.10e-03
2024-04-30 15:16:23 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.091, Acc: 0.995, Base Lr: 2.10e-03
2024-04-30 15:16:34 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.087, Acc: 0.995, Base Lr: 2.10e-03
2024-04-30 15:16:44 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.085, Acc: 0.995, Base Lr: 2.10e-03
2024-04-30 15:16:55 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.082, Acc: 0.995, Base Lr: 2.10e-03
2024-04-30 15:17:06 transreid.train INFO: Epoch[79] Iter[180/186] Loss: 0.082, Acc: 0.995, Base Lr: 2.10e-03
2024-04-30 15:17:10 transreid.train INFO: Epoch 79 done. Time per epoch: 195.279[s] Speed: 60.3[samples/s]
2024-04-30 15:17:21 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.097, Acc: 0.991, Base Lr: 2.01e-03
2024-04-30 15:17:32 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.118, Acc: 0.992, Base Lr: 2.01e-03
2024-04-30 15:17:42 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.116, Acc: 0.992, Base Lr: 2.01e-03
2024-04-30 15:17:53 transreid.train INFO: Epoch[80] Iter[40/186] Loss: 0.111, Acc: 0.994, Base Lr: 2.01e-03
2024-04-30 15:18:04 transreid.train INFO: Epoch[80] Iter[50/186] Loss: 0.105, Acc: 0.994, Base Lr: 2.01e-03
2024-04-30 15:18:14 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.103, Acc: 0.994, Base Lr: 2.01e-03
2024-04-30 15:18:25 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.098, Acc: 0.995, Base Lr: 2.01e-03
2024-04-30 15:18:35 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.095, Acc: 0.995, Base Lr: 2.01e-03
2024-04-30 15:18:46 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.089, Acc: 0.995, Base Lr: 2.01e-03
2024-04-30 15:18:57 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.088, Acc: 0.995, Base Lr: 2.01e-03
2024-04-30 15:19:07 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.086, Acc: 0.995, Base Lr: 2.01e-03
2024-04-30 15:19:18 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.084, Acc: 0.996, Base Lr: 2.01e-03
2024-04-30 15:19:28 transreid.train INFO: Epoch[80] Iter[130/186] Loss: 0.084, Acc: 0.996, Base Lr: 2.01e-03
2024-04-30 15:19:39 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.081, Acc: 0.996, Base Lr: 2.01e-03
2024-04-30 15:19:50 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.082, Acc: 0.996, Base Lr: 2.01e-03
2024-04-30 15:20:00 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.080, Acc: 0.996, Base Lr: 2.01e-03
2024-04-30 15:20:11 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.078, Acc: 0.996, Base Lr: 2.01e-03
2024-04-30 15:20:21 transreid.train INFO: Epoch[80] Iter[180/186] Loss: 0.076, Acc: 0.996, Base Lr: 2.01e-03
2024-04-30 15:20:25 transreid.train INFO: Epoch 80 done. Time per epoch: 194.777[s] Speed: 60.1[samples/s]
2024-04-30 15:21:38 transreid.train INFO: Validation Results - Epoch: 80
2024-04-30 15:21:38 transreid.train INFO: mAP: 76.9%
2024-04-30 15:21:38 transreid.train INFO: CMC curve, Rank-1  :89.9%
2024-04-30 15:21:38 transreid.train INFO: CMC curve, Rank-5  :96.2%
2024-04-30 15:21:38 transreid.train INFO: CMC curve, Rank-10 :97.8%
2024-04-30 15:21:50 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.069, Acc: 0.995, Base Lr: 1.92e-03
2024-04-30 15:22:00 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.064, Acc: 0.996, Base Lr: 1.92e-03
2024-04-30 15:22:11 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.069, Acc: 0.997, Base Lr: 1.92e-03
2024-04-30 15:22:22 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.072, Acc: 0.997, Base Lr: 1.92e-03
2024-04-30 15:22:32 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.077, Acc: 0.995, Base Lr: 1.92e-03
2024-04-30 15:22:43 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.075, Acc: 0.996, Base Lr: 1.92e-03
2024-04-30 15:22:53 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.076, Acc: 0.996, Base Lr: 1.92e-03
2024-04-30 15:23:04 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.079, Acc: 0.996, Base Lr: 1.92e-03
2024-04-30 15:23:15 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.077, Acc: 0.997, Base Lr: 1.92e-03
2024-04-30 15:23:25 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.076, Acc: 0.997, Base Lr: 1.92e-03
2024-04-30 15:23:36 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.075, Acc: 0.997, Base Lr: 1.92e-03
2024-04-30 15:23:47 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.073, Acc: 0.997, Base Lr: 1.92e-03
2024-04-30 15:23:57 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.071, Acc: 0.997, Base Lr: 1.92e-03
2024-04-30 15:24:08 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.069, Acc: 0.997, Base Lr: 1.92e-03
2024-04-30 15:24:18 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.068, Acc: 0.997, Base Lr: 1.92e-03
2024-04-30 15:24:29 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.067, Acc: 0.997, Base Lr: 1.92e-03
2024-04-30 15:24:40 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.066, Acc: 0.997, Base Lr: 1.92e-03
2024-04-30 15:24:50 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.064, Acc: 0.997, Base Lr: 1.92e-03
2024-04-30 15:24:56 transreid.train INFO: Epoch 81 done. Time per epoch: 197.331[s] Speed: 60.0[samples/s]
2024-04-30 15:25:07 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.076, Acc: 1.000, Base Lr: 1.83e-03
2024-04-30 15:25:17 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.072, Acc: 0.998, Base Lr: 1.83e-03
2024-04-30 15:25:28 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.084, Acc: 0.997, Base Lr: 1.83e-03
2024-04-30 15:25:39 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.081, Acc: 0.996, Base Lr: 1.83e-03
2024-04-30 15:25:49 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.085, Acc: 0.996, Base Lr: 1.83e-03
2024-04-30 15:26:00 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.090, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 15:26:10 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.091, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 15:26:21 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.092, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 15:26:31 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.091, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 15:26:41 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.093, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 15:26:52 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.093, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 15:27:02 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.092, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 15:27:13 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.090, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 15:27:23 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.086, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 15:27:34 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.088, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 15:27:44 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.086, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 15:27:55 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.085, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 15:28:05 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.083, Acc: 0.995, Base Lr: 1.83e-03
2024-04-30 15:28:08 transreid.train INFO: Epoch 82 done. Time per epoch: 192.820[s] Speed: 60.7[samples/s]
2024-04-30 15:28:20 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.081, Acc: 0.998, Base Lr: 1.75e-03
2024-04-30 15:28:28 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.078, Acc: 0.996, Base Lr: 1.75e-03
2024-04-30 15:28:39 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.083, Acc: 0.995, Base Lr: 1.75e-03
2024-04-30 15:28:49 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.079, Acc: 0.996, Base Lr: 1.75e-03
2024-04-30 15:29:00 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.078, Acc: 0.997, Base Lr: 1.75e-03
2024-04-30 15:29:10 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.073, Acc: 0.996, Base Lr: 1.75e-03
2024-04-30 15:29:21 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.073, Acc: 0.996, Base Lr: 1.75e-03
2024-04-30 15:29:31 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.070, Acc: 0.996, Base Lr: 1.75e-03
2024-04-30 15:29:42 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.070, Acc: 0.996, Base Lr: 1.75e-03
2024-04-30 15:29:53 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.072, Acc: 0.996, Base Lr: 1.75e-03
2024-04-30 15:30:03 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.071, Acc: 0.996, Base Lr: 1.75e-03
2024-04-30 15:30:14 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.074, Acc: 0.996, Base Lr: 1.75e-03
2024-04-30 15:30:24 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.073, Acc: 0.996, Base Lr: 1.75e-03
2024-04-30 15:30:35 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.072, Acc: 0.997, Base Lr: 1.75e-03
2024-04-30 15:30:45 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.071, Acc: 0.997, Base Lr: 1.75e-03
2024-04-30 15:30:56 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.070, Acc: 0.997, Base Lr: 1.75e-03
2024-04-30 15:31:07 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.071, Acc: 0.997, Base Lr: 1.75e-03
2024-04-30 15:31:17 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.069, Acc: 0.997, Base Lr: 1.75e-03
2024-04-30 15:31:21 transreid.train INFO: Epoch 83 done. Time per epoch: 193.087[s] Speed: 61.0[samples/s]
2024-04-30 15:31:33 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.095, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 15:31:44 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.069, Acc: 0.998, Base Lr: 1.66e-03
2024-04-30 15:31:54 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.077, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 15:32:05 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.075, Acc: 0.998, Base Lr: 1.66e-03
2024-04-30 15:32:15 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.078, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 15:32:26 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.077, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 15:32:37 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.077, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 15:32:47 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.076, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 15:32:58 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.077, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 15:33:09 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.074, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 15:33:19 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.073, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 15:33:30 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.070, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 15:33:41 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.070, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 15:33:51 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.071, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 15:34:02 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.071, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 15:34:12 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.071, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 15:34:23 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.070, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 15:34:34 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.069, Acc: 0.997, Base Lr: 1.66e-03
2024-04-30 15:34:37 transreid.train INFO: Epoch 84 done. Time per epoch: 195.630[s] Speed: 59.9[samples/s]
2024-04-30 15:34:48 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 15:34:59 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.060, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 15:35:09 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.078, Acc: 0.996, Base Lr: 1.58e-03
2024-04-30 15:35:20 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.073, Acc: 0.996, Base Lr: 1.58e-03
2024-04-30 15:35:31 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.067, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 15:35:41 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.066, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 15:35:52 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.064, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 15:36:03 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 15:36:13 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 15:36:22 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 15:36:32 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.062, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 15:36:43 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 15:36:54 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 15:37:04 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 15:37:15 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.062, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 15:37:26 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.060, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 15:37:36 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.060, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 15:37:47 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.059, Acc: 0.997, Base Lr: 1.58e-03
2024-04-30 15:37:50 transreid.train INFO: Epoch 85 done. Time per epoch: 193.091[s] Speed: 60.7[samples/s]
2024-04-30 15:38:02 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.059, Acc: 0.998, Base Lr: 1.50e-03
2024-04-30 15:38:12 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.075, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 15:38:23 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.069, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 15:38:33 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.066, Acc: 0.998, Base Lr: 1.50e-03
2024-04-30 15:38:44 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.067, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 15:38:55 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.067, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 15:39:05 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.070, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 15:39:16 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.069, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 15:39:27 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.066, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 15:39:37 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.066, Acc: 0.996, Base Lr: 1.50e-03
2024-04-30 15:39:48 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.066, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 15:39:59 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.066, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 15:40:09 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.068, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 15:40:19 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.067, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 15:40:30 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.067, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 15:40:41 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.065, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 15:40:52 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 15:41:02 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.50e-03
2024-04-30 15:41:05 transreid.train INFO: Epoch 86 done. Time per epoch: 195.275[s] Speed: 60.0[samples/s]
2024-04-30 15:41:17 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.076, Acc: 0.995, Base Lr: 1.42e-03
2024-04-30 15:41:27 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.077, Acc: 0.997, Base Lr: 1.42e-03
2024-04-30 15:41:38 transreid.train INFO: Epoch[87] Iter[30/186] Loss: 0.080, Acc: 0.996, Base Lr: 1.42e-03
2024-04-30 15:41:48 transreid.train INFO: Epoch[87] Iter[40/186] Loss: 0.084, Acc: 0.996, Base Lr: 1.42e-03
2024-04-30 15:41:59 transreid.train INFO: Epoch[87] Iter[50/186] Loss: 0.086, Acc: 0.996, Base Lr: 1.42e-03
2024-04-30 15:42:10 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.087, Acc: 0.996, Base Lr: 1.42e-03
2024-04-30 15:42:20 transreid.train INFO: Epoch[87] Iter[70/186] Loss: 0.081, Acc: 0.996, Base Lr: 1.42e-03
2024-04-30 15:42:31 transreid.train INFO: Epoch[87] Iter[80/186] Loss: 0.079, Acc: 0.996, Base Lr: 1.42e-03
2024-04-30 15:42:42 transreid.train INFO: Epoch[87] Iter[90/186] Loss: 0.075, Acc: 0.997, Base Lr: 1.42e-03
2024-04-30 15:42:52 transreid.train INFO: Epoch[87] Iter[100/186] Loss: 0.076, Acc: 0.996, Base Lr: 1.42e-03
2024-04-30 15:43:03 transreid.train INFO: Epoch[87] Iter[110/186] Loss: 0.076, Acc: 0.996, Base Lr: 1.42e-03
2024-04-30 15:43:14 transreid.train INFO: Epoch[87] Iter[120/186] Loss: 0.074, Acc: 0.996, Base Lr: 1.42e-03
2024-04-30 15:43:24 transreid.train INFO: Epoch[87] Iter[130/186] Loss: 0.071, Acc: 0.996, Base Lr: 1.42e-03
2024-04-30 15:43:35 transreid.train INFO: Epoch[87] Iter[140/186] Loss: 0.070, Acc: 0.996, Base Lr: 1.42e-03
2024-04-30 15:43:46 transreid.train INFO: Epoch[87] Iter[150/186] Loss: 0.069, Acc: 0.996, Base Lr: 1.42e-03
2024-04-30 15:43:56 transreid.train INFO: Epoch[87] Iter[160/186] Loss: 0.067, Acc: 0.996, Base Lr: 1.42e-03
2024-04-30 15:44:07 transreid.train INFO: Epoch[87] Iter[170/186] Loss: 0.066, Acc: 0.997, Base Lr: 1.42e-03
2024-04-30 15:44:18 transreid.train INFO: Epoch[87] Iter[180/186] Loss: 0.065, Acc: 0.996, Base Lr: 1.42e-03
2024-04-30 15:44:19 transreid.train INFO: Epoch 87 done. Time per epoch: 193.975[s] Speed: 60.4[samples/s]
2024-04-30 15:44:31 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.078, Acc: 0.998, Base Lr: 1.34e-03
2024-04-30 15:44:41 transreid.train INFO: Epoch[88] Iter[20/186] Loss: 0.071, Acc: 0.998, Base Lr: 1.34e-03
2024-04-30 15:44:52 transreid.train INFO: Epoch[88] Iter[30/186] Loss: 0.067, Acc: 0.999, Base Lr: 1.34e-03
2024-04-30 15:45:02 transreid.train INFO: Epoch[88] Iter[40/186] Loss: 0.067, Acc: 0.998, Base Lr: 1.34e-03
2024-04-30 15:45:13 transreid.train INFO: Epoch[88] Iter[50/186] Loss: 0.068, Acc: 0.997, Base Lr: 1.34e-03
2024-04-30 15:45:23 transreid.train INFO: Epoch[88] Iter[60/186] Loss: 0.068, Acc: 0.996, Base Lr: 1.34e-03
2024-04-30 15:45:34 transreid.train INFO: Epoch[88] Iter[70/186] Loss: 0.064, Acc: 0.996, Base Lr: 1.34e-03
2024-04-30 15:45:45 transreid.train INFO: Epoch[88] Iter[80/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.34e-03
2024-04-30 15:45:55 transreid.train INFO: Epoch[88] Iter[90/186] Loss: 0.064, Acc: 0.997, Base Lr: 1.34e-03
2024-04-30 15:46:06 transreid.train INFO: Epoch[88] Iter[100/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.34e-03
2024-04-30 15:46:16 transreid.train INFO: Epoch[88] Iter[110/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.34e-03
2024-04-30 15:46:27 transreid.train INFO: Epoch[88] Iter[120/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.34e-03
2024-04-30 15:46:38 transreid.train INFO: Epoch[88] Iter[130/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.34e-03
2024-04-30 15:46:48 transreid.train INFO: Epoch[88] Iter[140/186] Loss: 0.060, Acc: 0.997, Base Lr: 1.34e-03
2024-04-30 15:46:59 transreid.train INFO: Epoch[88] Iter[150/186] Loss: 0.059, Acc: 0.997, Base Lr: 1.34e-03
2024-04-30 15:47:09 transreid.train INFO: Epoch[88] Iter[160/186] Loss: 0.058, Acc: 0.997, Base Lr: 1.34e-03
2024-04-30 15:47:20 transreid.train INFO: Epoch[88] Iter[170/186] Loss: 0.058, Acc: 0.997, Base Lr: 1.34e-03
2024-04-30 15:47:31 transreid.train INFO: Epoch[88] Iter[180/186] Loss: 0.058, Acc: 0.997, Base Lr: 1.34e-03
2024-04-30 15:47:34 transreid.train INFO: Epoch 88 done. Time per epoch: 194.387[s] Speed: 60.3[samples/s]
2024-04-30 15:47:45 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.051, Acc: 0.998, Base Lr: 1.26e-03
2024-04-30 15:47:56 transreid.train INFO: Epoch[89] Iter[20/186] Loss: 0.072, Acc: 0.995, Base Lr: 1.26e-03
2024-04-30 15:48:06 transreid.train INFO: Epoch[89] Iter[30/186] Loss: 0.084, Acc: 0.995, Base Lr: 1.26e-03
2024-04-30 15:48:17 transreid.train INFO: Epoch[89] Iter[40/186] Loss: 0.076, Acc: 0.996, Base Lr: 1.26e-03
2024-04-30 15:48:27 transreid.train INFO: Epoch[89] Iter[50/186] Loss: 0.071, Acc: 0.996, Base Lr: 1.26e-03
2024-04-30 15:48:38 transreid.train INFO: Epoch[89] Iter[60/186] Loss: 0.067, Acc: 0.997, Base Lr: 1.26e-03
2024-04-30 15:48:48 transreid.train INFO: Epoch[89] Iter[70/186] Loss: 0.064, Acc: 0.997, Base Lr: 1.26e-03
2024-04-30 15:48:59 transreid.train INFO: Epoch[89] Iter[80/186] Loss: 0.065, Acc: 0.997, Base Lr: 1.26e-03
2024-04-30 15:49:10 transreid.train INFO: Epoch[89] Iter[90/186] Loss: 0.067, Acc: 0.997, Base Lr: 1.26e-03
2024-04-30 15:49:20 transreid.train INFO: Epoch[89] Iter[100/186] Loss: 0.069, Acc: 0.997, Base Lr: 1.26e-03
2024-04-30 15:49:31 transreid.train INFO: Epoch[89] Iter[110/186] Loss: 0.068, Acc: 0.997, Base Lr: 1.26e-03
2024-04-30 15:49:41 transreid.train INFO: Epoch[89] Iter[120/186] Loss: 0.065, Acc: 0.998, Base Lr: 1.26e-03
2024-04-30 15:49:52 transreid.train INFO: Epoch[89] Iter[130/186] Loss: 0.064, Acc: 0.998, Base Lr: 1.26e-03
2024-04-30 15:50:02 transreid.train INFO: Epoch[89] Iter[140/186] Loss: 0.063, Acc: 0.998, Base Lr: 1.26e-03
2024-04-30 15:50:13 transreid.train INFO: Epoch[89] Iter[150/186] Loss: 0.063, Acc: 0.998, Base Lr: 1.26e-03
2024-04-30 15:50:23 transreid.train INFO: Epoch[89] Iter[160/186] Loss: 0.063, Acc: 0.998, Base Lr: 1.26e-03
2024-04-30 15:50:34 transreid.train INFO: Epoch[89] Iter[170/186] Loss: 0.061, Acc: 0.998, Base Lr: 1.26e-03
2024-04-30 15:50:45 transreid.train INFO: Epoch[89] Iter[180/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.26e-03
2024-04-30 15:50:49 transreid.train INFO: Epoch 89 done. Time per epoch: 195.206[s] Speed: 60.3[samples/s]
2024-04-30 15:51:00 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.062, Acc: 1.000, Base Lr: 1.19e-03
2024-04-30 15:51:11 transreid.train INFO: Epoch[90] Iter[20/186] Loss: 0.071, Acc: 0.998, Base Lr: 1.19e-03
2024-04-30 15:51:21 transreid.train INFO: Epoch[90] Iter[30/186] Loss: 0.072, Acc: 0.997, Base Lr: 1.19e-03
2024-04-30 15:51:32 transreid.train INFO: Epoch[90] Iter[40/186] Loss: 0.072, Acc: 0.997, Base Lr: 1.19e-03
2024-04-30 15:51:43 transreid.train INFO: Epoch[90] Iter[50/186] Loss: 0.075, Acc: 0.997, Base Lr: 1.19e-03
2024-04-30 15:51:53 transreid.train INFO: Epoch[90] Iter[60/186] Loss: 0.078, Acc: 0.997, Base Lr: 1.19e-03
2024-04-30 15:52:04 transreid.train INFO: Epoch[90] Iter[70/186] Loss: 0.074, Acc: 0.997, Base Lr: 1.19e-03
2024-04-30 15:52:15 transreid.train INFO: Epoch[90] Iter[80/186] Loss: 0.082, Acc: 0.997, Base Lr: 1.19e-03
2024-04-30 15:52:23 transreid.train INFO: Epoch[90] Iter[90/186] Loss: 0.080, Acc: 0.997, Base Lr: 1.19e-03
2024-04-30 15:52:34 transreid.train INFO: Epoch[90] Iter[100/186] Loss: 0.079, Acc: 0.997, Base Lr: 1.19e-03
2024-04-30 15:52:44 transreid.train INFO: Epoch[90] Iter[110/186] Loss: 0.075, Acc: 0.997, Base Lr: 1.19e-03
2024-04-30 15:52:55 transreid.train INFO: Epoch[90] Iter[120/186] Loss: 0.074, Acc: 0.997, Base Lr: 1.19e-03
2024-04-30 15:53:05 transreid.train INFO: Epoch[90] Iter[130/186] Loss: 0.072, Acc: 0.997, Base Lr: 1.19e-03
2024-04-30 15:53:16 transreid.train INFO: Epoch[90] Iter[140/186] Loss: 0.072, Acc: 0.997, Base Lr: 1.19e-03
2024-04-30 15:53:27 transreid.train INFO: Epoch[90] Iter[150/186] Loss: 0.070, Acc: 0.997, Base Lr: 1.19e-03
2024-04-30 15:53:37 transreid.train INFO: Epoch[90] Iter[160/186] Loss: 0.068, Acc: 0.997, Base Lr: 1.19e-03
2024-04-30 15:53:48 transreid.train INFO: Epoch[90] Iter[170/186] Loss: 0.066, Acc: 0.997, Base Lr: 1.19e-03
2024-04-30 15:53:58 transreid.train INFO: Epoch[90] Iter[180/186] Loss: 0.065, Acc: 0.997, Base Lr: 1.19e-03
2024-04-30 15:54:01 transreid.train INFO: Epoch 90 done. Time per epoch: 192.291[s] Speed: 60.9[samples/s]
2024-04-30 15:54:12 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.076, Acc: 0.998, Base Lr: 1.11e-03
2024-04-30 15:54:23 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 0.064, Acc: 0.998, Base Lr: 1.11e-03
2024-04-30 15:54:33 transreid.train INFO: Epoch[91] Iter[30/186] Loss: 0.083, Acc: 0.997, Base Lr: 1.11e-03
2024-04-30 15:54:44 transreid.train INFO: Epoch[91] Iter[40/186] Loss: 0.076, Acc: 0.996, Base Lr: 1.11e-03
2024-04-30 15:54:55 transreid.train INFO: Epoch[91] Iter[50/186] Loss: 0.078, Acc: 0.996, Base Lr: 1.11e-03
2024-04-30 15:55:05 transreid.train INFO: Epoch[91] Iter[60/186] Loss: 0.077, Acc: 0.996, Base Lr: 1.11e-03
2024-04-30 15:55:16 transreid.train INFO: Epoch[91] Iter[70/186] Loss: 0.081, Acc: 0.996, Base Lr: 1.11e-03
2024-04-30 15:55:26 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.079, Acc: 0.996, Base Lr: 1.11e-03
2024-04-30 15:55:37 transreid.train INFO: Epoch[91] Iter[90/186] Loss: 0.075, Acc: 0.996, Base Lr: 1.11e-03
2024-04-30 15:55:48 transreid.train INFO: Epoch[91] Iter[100/186] Loss: 0.073, Acc: 0.996, Base Lr: 1.11e-03
2024-04-30 15:55:58 transreid.train INFO: Epoch[91] Iter[110/186] Loss: 0.072, Acc: 0.997, Base Lr: 1.11e-03
2024-04-30 15:56:09 transreid.train INFO: Epoch[91] Iter[120/186] Loss: 0.074, Acc: 0.997, Base Lr: 1.11e-03
2024-04-30 15:56:19 transreid.train INFO: Epoch[91] Iter[130/186] Loss: 0.072, Acc: 0.997, Base Lr: 1.11e-03
2024-04-30 15:56:30 transreid.train INFO: Epoch[91] Iter[140/186] Loss: 0.072, Acc: 0.997, Base Lr: 1.11e-03
2024-04-30 15:56:41 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.070, Acc: 0.997, Base Lr: 1.11e-03
2024-04-30 15:56:51 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.068, Acc: 0.997, Base Lr: 1.11e-03
2024-04-30 15:57:02 transreid.train INFO: Epoch[91] Iter[170/186] Loss: 0.067, Acc: 0.997, Base Lr: 1.11e-03
2024-04-30 15:57:12 transreid.train INFO: Epoch[91] Iter[180/186] Loss: 0.065, Acc: 0.997, Base Lr: 1.11e-03
2024-04-30 15:57:15 transreid.train INFO: Epoch 91 done. Time per epoch: 194.167[s] Speed: 60.3[samples/s]
2024-04-30 15:57:27 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.092, Acc: 1.000, Base Lr: 1.04e-03
2024-04-30 15:57:37 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 0.089, Acc: 0.998, Base Lr: 1.04e-03
2024-04-30 15:57:48 transreid.train INFO: Epoch[92] Iter[30/186] Loss: 0.079, Acc: 0.998, Base Lr: 1.04e-03
2024-04-30 15:57:58 transreid.train INFO: Epoch[92] Iter[40/186] Loss: 0.081, Acc: 0.998, Base Lr: 1.04e-03
2024-04-30 15:58:09 transreid.train INFO: Epoch[92] Iter[50/186] Loss: 0.081, Acc: 0.997, Base Lr: 1.04e-03
2024-04-30 15:58:19 transreid.train INFO: Epoch[92] Iter[60/186] Loss: 0.077, Acc: 0.997, Base Lr: 1.04e-03
2024-04-30 15:58:30 transreid.train INFO: Epoch[92] Iter[70/186] Loss: 0.074, Acc: 0.997, Base Lr: 1.04e-03
2024-04-30 15:58:41 transreid.train INFO: Epoch[92] Iter[80/186] Loss: 0.077, Acc: 0.996, Base Lr: 1.04e-03
2024-04-30 15:58:51 transreid.train INFO: Epoch[92] Iter[90/186] Loss: 0.074, Acc: 0.996, Base Lr: 1.04e-03
2024-04-30 15:59:02 transreid.train INFO: Epoch[92] Iter[100/186] Loss: 0.072, Acc: 0.997, Base Lr: 1.04e-03
2024-04-30 15:59:12 transreid.train INFO: Epoch[92] Iter[110/186] Loss: 0.070, Acc: 0.997, Base Lr: 1.04e-03
2024-04-30 15:59:23 transreid.train INFO: Epoch[92] Iter[120/186] Loss: 0.067, Acc: 0.997, Base Lr: 1.04e-03
2024-04-30 15:59:34 transreid.train INFO: Epoch[92] Iter[130/186] Loss: 0.065, Acc: 0.997, Base Lr: 1.04e-03
2024-04-30 15:59:44 transreid.train INFO: Epoch[92] Iter[140/186] Loss: 0.064, Acc: 0.997, Base Lr: 1.04e-03
2024-04-30 15:59:55 transreid.train INFO: Epoch[92] Iter[150/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.04e-03
2024-04-30 16:00:05 transreid.train INFO: Epoch[92] Iter[160/186] Loss: 0.062, Acc: 0.997, Base Lr: 1.04e-03
2024-04-30 16:00:14 transreid.train INFO: Epoch[92] Iter[170/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.04e-03
2024-04-30 16:00:25 transreid.train INFO: Epoch[92] Iter[180/186] Loss: 0.062, Acc: 0.997, Base Lr: 1.04e-03
2024-04-30 16:00:28 transreid.train INFO: Epoch 92 done. Time per epoch: 192.337[s] Speed: 60.9[samples/s]
2024-04-30 16:00:39 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.083, Acc: 0.997, Base Lr: 9.72e-04
2024-04-30 16:00:49 transreid.train INFO: Epoch[93] Iter[20/186] Loss: 0.083, Acc: 0.995, Base Lr: 9.72e-04
2024-04-30 16:01:00 transreid.train INFO: Epoch[93] Iter[30/186] Loss: 0.086, Acc: 0.996, Base Lr: 9.72e-04
2024-04-30 16:01:11 transreid.train INFO: Epoch[93] Iter[40/186] Loss: 0.084, Acc: 0.996, Base Lr: 9.72e-04
2024-04-30 16:01:21 transreid.train INFO: Epoch[93] Iter[50/186] Loss: 0.082, Acc: 0.996, Base Lr: 9.72e-04
2024-04-30 16:01:32 transreid.train INFO: Epoch[93] Iter[60/186] Loss: 0.078, Acc: 0.996, Base Lr: 9.72e-04
2024-04-30 16:01:43 transreid.train INFO: Epoch[93] Iter[70/186] Loss: 0.073, Acc: 0.997, Base Lr: 9.72e-04
2024-04-30 16:01:53 transreid.train INFO: Epoch[93] Iter[80/186] Loss: 0.072, Acc: 0.997, Base Lr: 9.72e-04
2024-04-30 16:02:04 transreid.train INFO: Epoch[93] Iter[90/186] Loss: 0.068, Acc: 0.997, Base Lr: 9.72e-04
2024-04-30 16:02:14 transreid.train INFO: Epoch[93] Iter[100/186] Loss: 0.065, Acc: 0.997, Base Lr: 9.72e-04
2024-04-30 16:02:25 transreid.train INFO: Epoch[93] Iter[110/186] Loss: 0.063, Acc: 0.997, Base Lr: 9.72e-04
2024-04-30 16:02:35 transreid.train INFO: Epoch[93] Iter[120/186] Loss: 0.064, Acc: 0.997, Base Lr: 9.72e-04
2024-04-30 16:02:46 transreid.train INFO: Epoch[93] Iter[130/186] Loss: 0.062, Acc: 0.997, Base Lr: 9.72e-04
2024-04-30 16:02:56 transreid.train INFO: Epoch[93] Iter[140/186] Loss: 0.060, Acc: 0.997, Base Lr: 9.72e-04
2024-04-30 16:03:07 transreid.train INFO: Epoch[93] Iter[150/186] Loss: 0.060, Acc: 0.998, Base Lr: 9.72e-04
2024-04-30 16:03:17 transreid.train INFO: Epoch[93] Iter[160/186] Loss: 0.060, Acc: 0.997, Base Lr: 9.72e-04
2024-04-30 16:03:28 transreid.train INFO: Epoch[93] Iter[170/186] Loss: 0.061, Acc: 0.997, Base Lr: 9.72e-04
2024-04-30 16:03:39 transreid.train INFO: Epoch[93] Iter[180/186] Loss: 0.059, Acc: 0.997, Base Lr: 9.72e-04
2024-04-30 16:03:42 transreid.train INFO: Epoch 93 done. Time per epoch: 194.213[s] Speed: 60.3[samples/s]
2024-04-30 16:03:53 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.065, Acc: 1.000, Base Lr: 9.06e-04
2024-04-30 16:04:04 transreid.train INFO: Epoch[94] Iter[20/186] Loss: 0.089, Acc: 0.996, Base Lr: 9.06e-04
2024-04-30 16:04:14 transreid.train INFO: Epoch[94] Iter[30/186] Loss: 0.076, Acc: 0.996, Base Lr: 9.06e-04
2024-04-30 16:04:25 transreid.train INFO: Epoch[94] Iter[40/186] Loss: 0.072, Acc: 0.996, Base Lr: 9.06e-04
2024-04-30 16:04:36 transreid.train INFO: Epoch[94] Iter[50/186] Loss: 0.077, Acc: 0.997, Base Lr: 9.06e-04
2024-04-30 16:04:46 transreid.train INFO: Epoch[94] Iter[60/186] Loss: 0.073, Acc: 0.997, Base Lr: 9.06e-04
2024-04-30 16:04:57 transreid.train INFO: Epoch[94] Iter[70/186] Loss: 0.073, Acc: 0.996, Base Lr: 9.06e-04
2024-04-30 16:05:07 transreid.train INFO: Epoch[94] Iter[80/186] Loss: 0.071, Acc: 0.997, Base Lr: 9.06e-04
2024-04-30 16:05:18 transreid.train INFO: Epoch[94] Iter[90/186] Loss: 0.068, Acc: 0.997, Base Lr: 9.06e-04
2024-04-30 16:05:28 transreid.train INFO: Epoch[94] Iter[100/186] Loss: 0.066, Acc: 0.997, Base Lr: 9.06e-04
2024-04-30 16:05:39 transreid.train INFO: Epoch[94] Iter[110/186] Loss: 0.066, Acc: 0.997, Base Lr: 9.06e-04
2024-04-30 16:05:49 transreid.train INFO: Epoch[94] Iter[120/186] Loss: 0.065, Acc: 0.997, Base Lr: 9.06e-04
2024-04-30 16:06:00 transreid.train INFO: Epoch[94] Iter[130/186] Loss: 0.064, Acc: 0.997, Base Lr: 9.06e-04
2024-04-30 16:06:10 transreid.train INFO: Epoch[94] Iter[140/186] Loss: 0.063, Acc: 0.997, Base Lr: 9.06e-04
2024-04-30 16:06:21 transreid.train INFO: Epoch[94] Iter[150/186] Loss: 0.063, Acc: 0.997, Base Lr: 9.06e-04
2024-04-30 16:06:31 transreid.train INFO: Epoch[94] Iter[160/186] Loss: 0.064, Acc: 0.997, Base Lr: 9.06e-04
2024-04-30 16:06:42 transreid.train INFO: Epoch[94] Iter[170/186] Loss: 0.065, Acc: 0.997, Base Lr: 9.06e-04
2024-04-30 16:06:52 transreid.train INFO: Epoch[94] Iter[180/186] Loss: 0.064, Acc: 0.997, Base Lr: 9.06e-04
2024-04-30 16:06:55 transreid.train INFO: Epoch 94 done. Time per epoch: 193.398[s] Speed: 60.6[samples/s]
2024-04-30 16:07:06 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.068, Acc: 0.997, Base Lr: 8.41e-04
2024-04-30 16:07:17 transreid.train INFO: Epoch[95] Iter[20/186] Loss: 0.074, Acc: 0.995, Base Lr: 8.41e-04
2024-04-30 16:07:27 transreid.train INFO: Epoch[95] Iter[30/186] Loss: 0.069, Acc: 0.996, Base Lr: 8.41e-04
2024-04-30 16:07:38 transreid.train INFO: Epoch[95] Iter[40/186] Loss: 0.069, Acc: 0.996, Base Lr: 8.41e-04
2024-04-30 16:07:48 transreid.train INFO: Epoch[95] Iter[50/186] Loss: 0.066, Acc: 0.997, Base Lr: 8.41e-04
2024-04-30 16:07:58 transreid.train INFO: Epoch[95] Iter[60/186] Loss: 0.068, Acc: 0.997, Base Lr: 8.41e-04
2024-04-30 16:08:07 transreid.train INFO: Epoch[95] Iter[70/186] Loss: 0.068, Acc: 0.997, Base Lr: 8.41e-04
2024-04-30 16:08:17 transreid.train INFO: Epoch[95] Iter[80/186] Loss: 0.070, Acc: 0.997, Base Lr: 8.41e-04
2024-04-30 16:08:27 transreid.train INFO: Epoch[95] Iter[90/186] Loss: 0.071, Acc: 0.997, Base Lr: 8.41e-04
2024-04-30 16:08:38 transreid.train INFO: Epoch[95] Iter[100/186] Loss: 0.070, Acc: 0.997, Base Lr: 8.41e-04
2024-04-30 16:08:48 transreid.train INFO: Epoch[95] Iter[110/186] Loss: 0.070, Acc: 0.997, Base Lr: 8.41e-04
2024-04-30 16:08:59 transreid.train INFO: Epoch[95] Iter[120/186] Loss: 0.068, Acc: 0.997, Base Lr: 8.41e-04
2024-04-30 16:09:09 transreid.train INFO: Epoch[95] Iter[130/186] Loss: 0.066, Acc: 0.997, Base Lr: 8.41e-04
2024-04-30 16:09:19 transreid.train INFO: Epoch[95] Iter[140/186] Loss: 0.065, Acc: 0.997, Base Lr: 8.41e-04
2024-04-30 16:09:30 transreid.train INFO: Epoch[95] Iter[150/186] Loss: 0.064, Acc: 0.997, Base Lr: 8.41e-04
2024-04-30 16:09:40 transreid.train INFO: Epoch[95] Iter[160/186] Loss: 0.064, Acc: 0.997, Base Lr: 8.41e-04
2024-04-30 16:09:51 transreid.train INFO: Epoch[95] Iter[170/186] Loss: 0.062, Acc: 0.997, Base Lr: 8.41e-04
2024-04-30 16:10:01 transreid.train INFO: Epoch[95] Iter[180/186] Loss: 0.061, Acc: 0.997, Base Lr: 8.41e-04
2024-04-30 16:10:05 transreid.train INFO: Epoch 95 done. Time per epoch: 189.740[s] Speed: 62.1[samples/s]
2024-04-30 16:10:16 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.079, Acc: 0.998, Base Lr: 7.78e-04
2024-04-30 16:10:27 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.065, Acc: 0.998, Base Lr: 7.78e-04
2024-04-30 16:10:37 transreid.train INFO: Epoch[96] Iter[30/186] Loss: 0.060, Acc: 0.998, Base Lr: 7.78e-04
2024-04-30 16:10:47 transreid.train INFO: Epoch[96] Iter[40/186] Loss: 0.070, Acc: 0.998, Base Lr: 7.78e-04
2024-04-30 16:10:58 transreid.train INFO: Epoch[96] Iter[50/186] Loss: 0.069, Acc: 0.998, Base Lr: 7.78e-04
2024-04-30 16:11:08 transreid.train INFO: Epoch[96] Iter[60/186] Loss: 0.072, Acc: 0.998, Base Lr: 7.78e-04
2024-04-30 16:11:19 transreid.train INFO: Epoch[96] Iter[70/186] Loss: 0.072, Acc: 0.998, Base Lr: 7.78e-04
2024-04-30 16:11:29 transreid.train INFO: Epoch[96] Iter[80/186] Loss: 0.070, Acc: 0.997, Base Lr: 7.78e-04
2024-04-30 16:11:39 transreid.train INFO: Epoch[96] Iter[90/186] Loss: 0.070, Acc: 0.997, Base Lr: 7.78e-04
2024-04-30 16:11:50 transreid.train INFO: Epoch[96] Iter[100/186] Loss: 0.068, Acc: 0.997, Base Lr: 7.78e-04
2024-04-30 16:12:00 transreid.train INFO: Epoch[96] Iter[110/186] Loss: 0.067, Acc: 0.997, Base Lr: 7.78e-04
2024-04-30 16:12:10 transreid.train INFO: Epoch[96] Iter[120/186] Loss: 0.066, Acc: 0.998, Base Lr: 7.78e-04
2024-04-30 16:12:21 transreid.train INFO: Epoch[96] Iter[130/186] Loss: 0.064, Acc: 0.998, Base Lr: 7.78e-04
2024-04-30 16:12:31 transreid.train INFO: Epoch[96] Iter[140/186] Loss: 0.065, Acc: 0.998, Base Lr: 7.78e-04
2024-04-30 16:12:42 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.063, Acc: 0.998, Base Lr: 7.78e-04
2024-04-30 16:12:52 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.064, Acc: 0.998, Base Lr: 7.78e-04
2024-04-30 16:13:02 transreid.train INFO: Epoch[96] Iter[170/186] Loss: 0.062, Acc: 0.998, Base Lr: 7.78e-04
2024-04-30 16:13:13 transreid.train INFO: Epoch[96] Iter[180/186] Loss: 0.062, Acc: 0.997, Base Lr: 7.78e-04
2024-04-30 16:13:16 transreid.train INFO: Epoch 96 done. Time per epoch: 190.767[s] Speed: 61.4[samples/s]
2024-04-30 16:13:27 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.063, Acc: 0.997, Base Lr: 7.18e-04
2024-04-30 16:13:37 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.058, Acc: 0.995, Base Lr: 7.18e-04
2024-04-30 16:13:48 transreid.train INFO: Epoch[97] Iter[30/186] Loss: 0.056, Acc: 0.996, Base Lr: 7.18e-04
2024-04-30 16:13:58 transreid.train INFO: Epoch[97] Iter[40/186] Loss: 0.057, Acc: 0.997, Base Lr: 7.18e-04
2024-04-30 16:14:08 transreid.train INFO: Epoch[97] Iter[50/186] Loss: 0.061, Acc: 0.997, Base Lr: 7.18e-04
2024-04-30 16:14:19 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.063, Acc: 0.996, Base Lr: 7.18e-04
2024-04-30 16:14:29 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.065, Acc: 0.996, Base Lr: 7.18e-04
2024-04-30 16:14:40 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.062, Acc: 0.996, Base Lr: 7.18e-04
2024-04-30 16:14:50 transreid.train INFO: Epoch[97] Iter[90/186] Loss: 0.062, Acc: 0.996, Base Lr: 7.18e-04
2024-04-30 16:15:00 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.061, Acc: 0.996, Base Lr: 7.18e-04
2024-04-30 16:15:11 transreid.train INFO: Epoch[97] Iter[110/186] Loss: 0.059, Acc: 0.997, Base Lr: 7.18e-04
2024-04-30 16:15:21 transreid.train INFO: Epoch[97] Iter[120/186] Loss: 0.059, Acc: 0.997, Base Lr: 7.18e-04
2024-04-30 16:15:31 transreid.train INFO: Epoch[97] Iter[130/186] Loss: 0.060, Acc: 0.996, Base Lr: 7.18e-04
2024-04-30 16:15:42 transreid.train INFO: Epoch[97] Iter[140/186] Loss: 0.059, Acc: 0.997, Base Lr: 7.18e-04
2024-04-30 16:15:50 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.057, Acc: 0.997, Base Lr: 7.18e-04
2024-04-30 16:16:00 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.056, Acc: 0.997, Base Lr: 7.18e-04
2024-04-30 16:16:11 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.054, Acc: 0.997, Base Lr: 7.18e-04
2024-04-30 16:16:21 transreid.train INFO: Epoch[97] Iter[180/186] Loss: 0.053, Acc: 0.997, Base Lr: 7.18e-04
2024-04-30 16:16:25 transreid.train INFO: Epoch 97 done. Time per epoch: 189.193[s] Speed: 62.2[samples/s]
2024-04-30 16:16:36 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.055, Acc: 0.994, Base Lr: 6.60e-04
2024-04-30 16:16:47 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.062, Acc: 0.994, Base Lr: 6.60e-04
2024-04-30 16:16:57 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.068, Acc: 0.996, Base Lr: 6.60e-04
2024-04-30 16:17:07 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.076, Acc: 0.995, Base Lr: 6.60e-04
2024-04-30 16:17:18 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.074, Acc: 0.995, Base Lr: 6.60e-04
2024-04-30 16:17:28 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.069, Acc: 0.995, Base Lr: 6.60e-04
2024-04-30 16:17:38 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.067, Acc: 0.995, Base Lr: 6.60e-04
2024-04-30 16:17:49 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.065, Acc: 0.995, Base Lr: 6.60e-04
2024-04-30 16:17:59 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.063, Acc: 0.996, Base Lr: 6.60e-04
2024-04-30 16:18:09 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.064, Acc: 0.996, Base Lr: 6.60e-04
2024-04-30 16:18:20 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.065, Acc: 0.996, Base Lr: 6.60e-04
2024-04-30 16:18:30 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.064, Acc: 0.996, Base Lr: 6.60e-04
2024-04-30 16:18:40 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.063, Acc: 0.996, Base Lr: 6.60e-04
2024-04-30 16:18:51 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.062, Acc: 0.996, Base Lr: 6.60e-04
2024-04-30 16:19:01 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.061, Acc: 0.996, Base Lr: 6.60e-04
2024-04-30 16:19:11 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.060, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 16:19:22 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.059, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 16:19:32 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.059, Acc: 0.997, Base Lr: 6.60e-04
2024-04-30 16:19:36 transreid.train INFO: Epoch 98 done. Time per epoch: 191.317[s] Speed: 61.6[samples/s]
2024-04-30 16:19:48 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.037, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 16:19:58 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.046, Acc: 0.998, Base Lr: 6.04e-04
2024-04-30 16:20:08 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.050, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 16:20:19 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.058, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 16:20:29 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.060, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 16:20:40 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.060, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 16:20:50 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.059, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 16:21:01 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.060, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 16:21:11 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.062, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 16:21:21 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.063, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 16:21:32 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.061, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 16:21:42 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.058, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 16:21:53 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.058, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 16:22:03 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.058, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 16:22:13 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.056, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 16:22:24 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.055, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 16:22:34 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.054, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 16:22:45 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.053, Acc: 0.997, Base Lr: 6.04e-04
2024-04-30 16:22:49 transreid.train INFO: Epoch 99 done. Time per epoch: 192.516[s] Speed: 61.2[samples/s]
2024-04-30 16:23:00 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.079, Acc: 0.998, Base Lr: 5.51e-04
2024-04-30 16:23:10 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.073, Acc: 0.998, Base Lr: 5.51e-04
2024-04-30 16:23:21 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.066, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 16:23:30 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.065, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 16:23:39 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.065, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 16:23:50 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.065, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 16:24:00 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.064, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 16:24:11 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.068, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 16:24:21 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.066, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 16:24:31 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.065, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 16:24:42 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.063, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 16:24:52 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.064, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 16:25:02 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.062, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 16:25:13 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.060, Acc: 0.997, Base Lr: 5.51e-04
2024-04-30 16:25:23 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.060, Acc: 0.998, Base Lr: 5.51e-04
2024-04-30 16:25:34 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.059, Acc: 0.998, Base Lr: 5.51e-04
2024-04-30 16:25:44 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.058, Acc: 0.998, Base Lr: 5.51e-04
2024-04-30 16:25:54 transreid.train INFO: Epoch[100] Iter[180/186] Loss: 0.060, Acc: 0.998, Base Lr: 5.51e-04
2024-04-30 16:25:59 transreid.train INFO: Epoch 100 done. Time per epoch: 189.676[s] Speed: 62.1[samples/s]
2024-04-30 16:27:11 transreid.train INFO: Validation Results - Epoch: 100
2024-04-30 16:27:11 transreid.train INFO: mAP: 77.4%
2024-04-30 16:27:11 transreid.train INFO: CMC curve, Rank-1  :90.2%
2024-04-30 16:27:11 transreid.train INFO: CMC curve, Rank-5  :96.6%
2024-04-30 16:27:11 transreid.train INFO: CMC curve, Rank-10 :97.8%
2024-04-30 16:27:23 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.089, Acc: 0.998, Base Lr: 5.00e-04
2024-04-30 16:27:33 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.084, Acc: 0.995, Base Lr: 5.00e-04
2024-04-30 16:27:43 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.082, Acc: 0.995, Base Lr: 5.00e-04
2024-04-30 16:27:54 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.072, Acc: 0.996, Base Lr: 5.00e-04
2024-04-30 16:28:04 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.071, Acc: 0.996, Base Lr: 5.00e-04
2024-04-30 16:28:14 transreid.train INFO: Epoch[101] Iter[60/186] Loss: 0.071, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 16:28:25 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.074, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 16:28:35 transreid.train INFO: Epoch[101] Iter[80/186] Loss: 0.076, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 16:28:45 transreid.train INFO: Epoch[101] Iter[90/186] Loss: 0.074, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 16:28:55 transreid.train INFO: Epoch[101] Iter[100/186] Loss: 0.074, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 16:29:06 transreid.train INFO: Epoch[101] Iter[110/186] Loss: 0.072, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 16:29:16 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.068, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 16:29:26 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.067, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 16:29:37 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.065, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 16:29:47 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.065, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 16:29:58 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.063, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 16:30:08 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.062, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 16:30:18 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.061, Acc: 0.997, Base Lr: 5.00e-04
2024-04-30 16:30:22 transreid.train INFO: Epoch 101 done. Time per epoch: 190.019[s] Speed: 61.6[samples/s]
2024-04-30 16:30:33 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.061, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 16:30:43 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.075, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 16:30:53 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.067, Acc: 0.998, Base Lr: 4.51e-04
2024-04-30 16:31:04 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.065, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 16:31:14 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.062, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 16:31:22 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.059, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 16:31:33 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.058, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 16:31:43 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.056, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 16:31:53 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.057, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 16:32:04 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.057, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 16:32:14 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.057, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 16:32:25 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.057, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 16:32:35 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.056, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 16:32:45 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.056, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 16:32:56 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.055, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 16:33:06 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.054, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 16:33:16 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.056, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 16:33:27 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.054, Acc: 0.997, Base Lr: 4.51e-04
2024-04-30 16:33:30 transreid.train INFO: Epoch 102 done. Time per epoch: 188.231[s] Speed: 62.2[samples/s]
2024-04-30 16:33:41 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.056, Acc: 0.995, Base Lr: 4.05e-04
2024-04-30 16:33:51 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.067, Acc: 0.993, Base Lr: 4.05e-04
2024-04-30 16:34:02 transreid.train INFO: Epoch[103] Iter[30/186] Loss: 0.061, Acc: 0.994, Base Lr: 4.05e-04
2024-04-30 16:34:12 transreid.train INFO: Epoch[103] Iter[40/186] Loss: 0.060, Acc: 0.994, Base Lr: 4.05e-04
2024-04-30 16:34:22 transreid.train INFO: Epoch[103] Iter[50/186] Loss: 0.060, Acc: 0.995, Base Lr: 4.05e-04
2024-04-30 16:34:33 transreid.train INFO: Epoch[103] Iter[60/186] Loss: 0.065, Acc: 0.995, Base Lr: 4.05e-04
2024-04-30 16:34:43 transreid.train INFO: Epoch[103] Iter[70/186] Loss: 0.065, Acc: 0.996, Base Lr: 4.05e-04
2024-04-30 16:34:53 transreid.train INFO: Epoch[103] Iter[80/186] Loss: 0.065, Acc: 0.995, Base Lr: 4.05e-04
2024-04-30 16:35:04 transreid.train INFO: Epoch[103] Iter[90/186] Loss: 0.066, Acc: 0.996, Base Lr: 4.05e-04
2024-04-30 16:35:14 transreid.train INFO: Epoch[103] Iter[100/186] Loss: 0.064, Acc: 0.996, Base Lr: 4.05e-04
2024-04-30 16:35:25 transreid.train INFO: Epoch[103] Iter[110/186] Loss: 0.063, Acc: 0.996, Base Lr: 4.05e-04
2024-04-30 16:35:35 transreid.train INFO: Epoch[103] Iter[120/186] Loss: 0.062, Acc: 0.996, Base Lr: 4.05e-04
2024-04-30 16:35:45 transreid.train INFO: Epoch[103] Iter[130/186] Loss: 0.060, Acc: 0.996, Base Lr: 4.05e-04
2024-04-30 16:35:56 transreid.train INFO: Epoch[103] Iter[140/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.05e-04
2024-04-30 16:36:06 transreid.train INFO: Epoch[103] Iter[150/186] Loss: 0.059, Acc: 0.996, Base Lr: 4.05e-04
2024-04-30 16:36:16 transreid.train INFO: Epoch[103] Iter[160/186] Loss: 0.057, Acc: 0.996, Base Lr: 4.05e-04
2024-04-30 16:36:27 transreid.train INFO: Epoch[103] Iter[170/186] Loss: 0.056, Acc: 0.996, Base Lr: 4.05e-04
2024-04-30 16:36:37 transreid.train INFO: Epoch[103] Iter[180/186] Loss: 0.055, Acc: 0.996, Base Lr: 4.05e-04
2024-04-30 16:36:41 transreid.train INFO: Epoch 103 done. Time per epoch: 191.528[s] Speed: 61.5[samples/s]
2024-04-30 16:36:53 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.077, Acc: 0.994, Base Lr: 3.61e-04
2024-04-30 16:37:03 transreid.train INFO: Epoch[104] Iter[20/186] Loss: 0.067, Acc: 0.997, Base Lr: 3.61e-04
2024-04-30 16:37:13 transreid.train INFO: Epoch[104] Iter[30/186] Loss: 0.057, Acc: 0.998, Base Lr: 3.61e-04
2024-04-30 16:37:24 transreid.train INFO: Epoch[104] Iter[40/186] Loss: 0.063, Acc: 0.997, Base Lr: 3.61e-04
2024-04-30 16:37:34 transreid.train INFO: Epoch[104] Iter[50/186] Loss: 0.067, Acc: 0.997, Base Lr: 3.61e-04
2024-04-30 16:37:45 transreid.train INFO: Epoch[104] Iter[60/186] Loss: 0.064, Acc: 0.997, Base Lr: 3.61e-04
2024-04-30 16:37:55 transreid.train INFO: Epoch[104] Iter[70/186] Loss: 0.062, Acc: 0.997, Base Lr: 3.61e-04
2024-04-30 16:38:05 transreid.train INFO: Epoch[104] Iter[80/186] Loss: 0.060, Acc: 0.997, Base Lr: 3.61e-04
2024-04-30 16:38:16 transreid.train INFO: Epoch[104] Iter[90/186] Loss: 0.060, Acc: 0.997, Base Lr: 3.61e-04
2024-04-30 16:38:26 transreid.train INFO: Epoch[104] Iter[100/186] Loss: 0.060, Acc: 0.998, Base Lr: 3.61e-04
2024-04-30 16:38:36 transreid.train INFO: Epoch[104] Iter[110/186] Loss: 0.059, Acc: 0.998, Base Lr: 3.61e-04
2024-04-30 16:38:47 transreid.train INFO: Epoch[104] Iter[120/186] Loss: 0.057, Acc: 0.998, Base Lr: 3.61e-04
2024-04-30 16:38:57 transreid.train INFO: Epoch[104] Iter[130/186] Loss: 0.056, Acc: 0.998, Base Lr: 3.61e-04
2024-04-30 16:39:06 transreid.train INFO: Epoch[104] Iter[140/186] Loss: 0.057, Acc: 0.998, Base Lr: 3.61e-04
2024-04-30 16:39:16 transreid.train INFO: Epoch[104] Iter[150/186] Loss: 0.056, Acc: 0.998, Base Lr: 3.61e-04
2024-04-30 16:39:26 transreid.train INFO: Epoch[104] Iter[160/186] Loss: 0.055, Acc: 0.998, Base Lr: 3.61e-04
2024-04-30 16:39:37 transreid.train INFO: Epoch[104] Iter[170/186] Loss: 0.055, Acc: 0.998, Base Lr: 3.61e-04
2024-04-30 16:39:47 transreid.train INFO: Epoch[104] Iter[180/186] Loss: 0.054, Acc: 0.998, Base Lr: 3.61e-04
2024-04-30 16:39:51 transreid.train INFO: Epoch 104 done. Time per epoch: 189.981[s] Speed: 62.0[samples/s]
2024-04-30 16:40:02 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.060, Acc: 1.000, Base Lr: 3.20e-04
2024-04-30 16:40:13 transreid.train INFO: Epoch[105] Iter[20/186] Loss: 0.057, Acc: 0.998, Base Lr: 3.20e-04
2024-04-30 16:40:23 transreid.train INFO: Epoch[105] Iter[30/186] Loss: 0.057, Acc: 0.998, Base Lr: 3.20e-04
2024-04-30 16:40:34 transreid.train INFO: Epoch[105] Iter[40/186] Loss: 0.058, Acc: 0.999, Base Lr: 3.20e-04
2024-04-30 16:40:44 transreid.train INFO: Epoch[105] Iter[50/186] Loss: 0.059, Acc: 0.998, Base Lr: 3.20e-04
2024-04-30 16:40:54 transreid.train INFO: Epoch[105] Iter[60/186] Loss: 0.060, Acc: 0.998, Base Lr: 3.20e-04
2024-04-30 16:41:05 transreid.train INFO: Epoch[105] Iter[70/186] Loss: 0.059, Acc: 0.998, Base Lr: 3.20e-04
2024-04-30 16:41:15 transreid.train INFO: Epoch[105] Iter[80/186] Loss: 0.055, Acc: 0.998, Base Lr: 3.20e-04
2024-04-30 16:41:25 transreid.train INFO: Epoch[105] Iter[90/186] Loss: 0.056, Acc: 0.998, Base Lr: 3.20e-04
2024-04-30 16:41:36 transreid.train INFO: Epoch[105] Iter[100/186] Loss: 0.054, Acc: 0.998, Base Lr: 3.20e-04
2024-04-30 16:41:46 transreid.train INFO: Epoch[105] Iter[110/186] Loss: 0.057, Acc: 0.998, Base Lr: 3.20e-04
2024-04-30 16:41:57 transreid.train INFO: Epoch[105] Iter[120/186] Loss: 0.057, Acc: 0.998, Base Lr: 3.20e-04
2024-04-30 16:42:07 transreid.train INFO: Epoch[105] Iter[130/186] Loss: 0.056, Acc: 0.998, Base Lr: 3.20e-04
2024-04-30 16:42:17 transreid.train INFO: Epoch[105] Iter[140/186] Loss: 0.056, Acc: 0.998, Base Lr: 3.20e-04
2024-04-30 16:42:28 transreid.train INFO: Epoch[105] Iter[150/186] Loss: 0.057, Acc: 0.998, Base Lr: 3.20e-04
2024-04-30 16:42:38 transreid.train INFO: Epoch[105] Iter[160/186] Loss: 0.056, Acc: 0.997, Base Lr: 3.20e-04
2024-04-30 16:42:48 transreid.train INFO: Epoch[105] Iter[170/186] Loss: 0.056, Acc: 0.997, Base Lr: 3.20e-04
2024-04-30 16:42:59 transreid.train INFO: Epoch[105] Iter[180/186] Loss: 0.056, Acc: 0.997, Base Lr: 3.20e-04
2024-04-30 16:43:02 transreid.train INFO: Epoch 105 done. Time per epoch: 190.504[s] Speed: 61.5[samples/s]
2024-04-30 16:43:13 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.067, Acc: 0.997, Base Lr: 2.81e-04
2024-04-30 16:43:23 transreid.train INFO: Epoch[106] Iter[20/186] Loss: 0.081, Acc: 0.995, Base Lr: 2.81e-04
2024-04-30 16:43:34 transreid.train INFO: Epoch[106] Iter[30/186] Loss: 0.075, Acc: 0.997, Base Lr: 2.81e-04
2024-04-30 16:43:44 transreid.train INFO: Epoch[106] Iter[40/186] Loss: 0.069, Acc: 0.998, Base Lr: 2.81e-04
2024-04-30 16:43:54 transreid.train INFO: Epoch[106] Iter[50/186] Loss: 0.069, Acc: 0.998, Base Lr: 2.81e-04
2024-04-30 16:44:05 transreid.train INFO: Epoch[106] Iter[60/186] Loss: 0.068, Acc: 0.998, Base Lr: 2.81e-04
2024-04-30 16:44:15 transreid.train INFO: Epoch[106] Iter[70/186] Loss: 0.067, Acc: 0.998, Base Lr: 2.81e-04
2024-04-30 16:44:25 transreid.train INFO: Epoch[106] Iter[80/186] Loss: 0.065, Acc: 0.998, Base Lr: 2.81e-04
2024-04-30 16:44:36 transreid.train INFO: Epoch[106] Iter[90/186] Loss: 0.064, Acc: 0.998, Base Lr: 2.81e-04
2024-04-30 16:44:46 transreid.train INFO: Epoch[106] Iter[100/186] Loss: 0.065, Acc: 0.998, Base Lr: 2.81e-04
2024-04-30 16:44:56 transreid.train INFO: Epoch[106] Iter[110/186] Loss: 0.063, Acc: 0.998, Base Lr: 2.81e-04
2024-04-30 16:45:07 transreid.train INFO: Epoch[106] Iter[120/186] Loss: 0.061, Acc: 0.998, Base Lr: 2.81e-04
2024-04-30 16:45:17 transreid.train INFO: Epoch[106] Iter[130/186] Loss: 0.060, Acc: 0.998, Base Lr: 2.81e-04
2024-04-30 16:45:27 transreid.train INFO: Epoch[106] Iter[140/186] Loss: 0.058, Acc: 0.998, Base Lr: 2.81e-04
2024-04-30 16:45:38 transreid.train INFO: Epoch[106] Iter[150/186] Loss: 0.059, Acc: 0.998, Base Lr: 2.81e-04
2024-04-30 16:45:48 transreid.train INFO: Epoch[106] Iter[160/186] Loss: 0.057, Acc: 0.998, Base Lr: 2.81e-04
2024-04-30 16:45:58 transreid.train INFO: Epoch[106] Iter[170/186] Loss: 0.055, Acc: 0.998, Base Lr: 2.81e-04
2024-04-30 16:46:09 transreid.train INFO: Epoch[106] Iter[180/186] Loss: 0.056, Acc: 0.998, Base Lr: 2.81e-04
2024-04-30 16:46:13 transreid.train INFO: Epoch 106 done. Time per epoch: 191.198[s] Speed: 61.6[samples/s]
2024-04-30 16:46:24 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.055, Acc: 0.998, Base Lr: 2.45e-04
2024-04-30 16:46:35 transreid.train INFO: Epoch[107] Iter[20/186] Loss: 0.061, Acc: 0.998, Base Lr: 2.45e-04
2024-04-30 16:46:45 transreid.train INFO: Epoch[107] Iter[30/186] Loss: 0.073, Acc: 0.997, Base Lr: 2.45e-04
2024-04-30 16:46:53 transreid.train INFO: Epoch[107] Iter[40/186] Loss: 0.064, Acc: 0.998, Base Lr: 2.45e-04
2024-04-30 16:47:04 transreid.train INFO: Epoch[107] Iter[50/186] Loss: 0.059, Acc: 0.998, Base Lr: 2.45e-04
2024-04-30 16:47:15 transreid.train INFO: Epoch[107] Iter[60/186] Loss: 0.056, Acc: 0.998, Base Lr: 2.45e-04
2024-04-30 16:47:26 transreid.train INFO: Epoch[107] Iter[70/186] Loss: 0.060, Acc: 0.998, Base Lr: 2.45e-04
2024-04-30 16:47:37 transreid.train INFO: Epoch[107] Iter[80/186] Loss: 0.061, Acc: 0.998, Base Lr: 2.45e-04
2024-04-30 16:47:48 transreid.train INFO: Epoch[107] Iter[90/186] Loss: 0.058, Acc: 0.998, Base Lr: 2.45e-04
2024-04-30 16:47:59 transreid.train INFO: Epoch[107] Iter[100/186] Loss: 0.059, Acc: 0.998, Base Lr: 2.45e-04
2024-04-30 16:48:10 transreid.train INFO: Epoch[107] Iter[110/186] Loss: 0.059, Acc: 0.997, Base Lr: 2.45e-04
2024-04-30 16:48:21 transreid.train INFO: Epoch[107] Iter[120/186] Loss: 0.058, Acc: 0.997, Base Lr: 2.45e-04
2024-04-30 16:48:32 transreid.train INFO: Epoch[107] Iter[130/186] Loss: 0.057, Acc: 0.997, Base Lr: 2.45e-04
2024-04-30 16:48:43 transreid.train INFO: Epoch[107] Iter[140/186] Loss: 0.055, Acc: 0.997, Base Lr: 2.45e-04
2024-04-30 16:48:54 transreid.train INFO: Epoch[107] Iter[150/186] Loss: 0.054, Acc: 0.997, Base Lr: 2.45e-04
2024-04-30 16:49:05 transreid.train INFO: Epoch[107] Iter[160/186] Loss: 0.052, Acc: 0.998, Base Lr: 2.45e-04
2024-04-30 16:49:16 transreid.train INFO: Epoch[107] Iter[170/186] Loss: 0.053, Acc: 0.998, Base Lr: 2.45e-04
2024-04-30 16:49:27 transreid.train INFO: Epoch[107] Iter[180/186] Loss: 0.052, Acc: 0.998, Base Lr: 2.45e-04
2024-04-30 16:49:31 transreid.train INFO: Epoch 107 done. Time per epoch: 198.300[s] Speed: 59.4[samples/s]
2024-04-30 16:49:43 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.058, Acc: 1.000, Base Lr: 2.11e-04
2024-04-30 16:49:54 transreid.train INFO: Epoch[108] Iter[20/186] Loss: 0.053, Acc: 0.999, Base Lr: 2.11e-04
2024-04-30 16:50:05 transreid.train INFO: Epoch[108] Iter[30/186] Loss: 0.061, Acc: 0.998, Base Lr: 2.11e-04
2024-04-30 16:50:16 transreid.train INFO: Epoch[108] Iter[40/186] Loss: 0.059, Acc: 0.998, Base Lr: 2.11e-04
2024-04-30 16:50:27 transreid.train INFO: Epoch[108] Iter[50/186] Loss: 0.065, Acc: 0.997, Base Lr: 2.11e-04
2024-04-30 16:50:38 transreid.train INFO: Epoch[108] Iter[60/186] Loss: 0.061, Acc: 0.997, Base Lr: 2.11e-04
2024-04-30 16:50:49 transreid.train INFO: Epoch[108] Iter[70/186] Loss: 0.062, Acc: 0.997, Base Lr: 2.11e-04
2024-04-30 16:51:01 transreid.train INFO: Epoch[108] Iter[80/186] Loss: 0.059, Acc: 0.997, Base Lr: 2.11e-04
2024-04-30 16:51:12 transreid.train INFO: Epoch[108] Iter[90/186] Loss: 0.058, Acc: 0.997, Base Lr: 2.11e-04
2024-04-30 16:51:23 transreid.train INFO: Epoch[108] Iter[100/186] Loss: 0.058, Acc: 0.997, Base Lr: 2.11e-04
2024-04-30 16:51:34 transreid.train INFO: Epoch[108] Iter[110/186] Loss: 0.055, Acc: 0.997, Base Lr: 2.11e-04
2024-04-30 16:51:45 transreid.train INFO: Epoch[108] Iter[120/186] Loss: 0.055, Acc: 0.997, Base Lr: 2.11e-04
2024-04-30 16:51:56 transreid.train INFO: Epoch[108] Iter[130/186] Loss: 0.056, Acc: 0.997, Base Lr: 2.11e-04
2024-04-30 16:52:03 transreid.train INFO: Epoch[108] Iter[140/186] Loss: 0.055, Acc: 0.997, Base Lr: 2.11e-04
2024-04-30 16:52:08 transreid.train INFO: Epoch[108] Iter[150/186] Loss: 0.054, Acc: 0.997, Base Lr: 2.11e-04
2024-04-30 16:52:13 transreid.train INFO: Epoch[108] Iter[160/186] Loss: 0.053, Acc: 0.997, Base Lr: 2.11e-04
2024-04-30 16:52:18 transreid.train INFO: Epoch[108] Iter[170/186] Loss: 0.051, Acc: 0.997, Base Lr: 2.11e-04
2024-04-30 16:52:23 transreid.train INFO: Epoch[108] Iter[180/186] Loss: 0.051, Acc: 0.997, Base Lr: 2.11e-04
2024-04-30 16:52:25 transreid.train INFO: Epoch 108 done. Time per epoch: 174.033[s] Speed: 67.7[samples/s]
2024-04-30 16:52:31 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.085, Acc: 0.998, Base Lr: 1.80e-04
2024-04-30 16:52:36 transreid.train INFO: Epoch[109] Iter[20/186] Loss: 0.073, Acc: 0.998, Base Lr: 1.80e-04
2024-04-30 16:52:41 transreid.train INFO: Epoch[109] Iter[30/186] Loss: 0.066, Acc: 0.997, Base Lr: 1.80e-04
2024-04-30 16:52:46 transreid.train INFO: Epoch[109] Iter[40/186] Loss: 0.064, Acc: 0.996, Base Lr: 1.80e-04
2024-04-30 16:52:51 transreid.train INFO: Epoch[109] Iter[50/186] Loss: 0.070, Acc: 0.995, Base Lr: 1.80e-04
2024-04-30 16:52:56 transreid.train INFO: Epoch[109] Iter[60/186] Loss: 0.069, Acc: 0.995, Base Lr: 1.80e-04
2024-04-30 16:53:01 transreid.train INFO: Epoch[109] Iter[70/186] Loss: 0.071, Acc: 0.996, Base Lr: 1.80e-04
2024-04-30 16:53:06 transreid.train INFO: Epoch[109] Iter[80/186] Loss: 0.070, Acc: 0.996, Base Lr: 1.80e-04
2024-04-30 16:53:11 transreid.train INFO: Epoch[109] Iter[90/186] Loss: 0.069, Acc: 0.996, Base Lr: 1.80e-04
2024-04-30 16:53:16 transreid.train INFO: Epoch[109] Iter[100/186] Loss: 0.067, Acc: 0.996, Base Lr: 1.80e-04
2024-04-30 16:53:21 transreid.train INFO: Epoch[109] Iter[110/186] Loss: 0.066, Acc: 0.996, Base Lr: 1.80e-04
2024-04-30 16:53:26 transreid.train INFO: Epoch[109] Iter[120/186] Loss: 0.067, Acc: 0.996, Base Lr: 1.80e-04
2024-04-30 16:53:31 transreid.train INFO: Epoch[109] Iter[130/186] Loss: 0.065, Acc: 0.997, Base Lr: 1.80e-04
2024-04-30 16:53:36 transreid.train INFO: Epoch[109] Iter[140/186] Loss: 0.064, Acc: 0.997, Base Lr: 1.80e-04
2024-04-30 16:53:41 transreid.train INFO: Epoch[109] Iter[150/186] Loss: 0.062, Acc: 0.997, Base Lr: 1.80e-04
2024-04-30 16:53:46 transreid.train INFO: Epoch[109] Iter[160/186] Loss: 0.060, Acc: 0.997, Base Lr: 1.80e-04
2024-04-30 16:53:51 transreid.train INFO: Epoch[109] Iter[170/186] Loss: 0.059, Acc: 0.997, Base Lr: 1.80e-04
2024-04-30 16:53:56 transreid.train INFO: Epoch[109] Iter[180/186] Loss: 0.058, Acc: 0.997, Base Lr: 1.80e-04
2024-04-30 16:53:58 transreid.train INFO: Epoch 109 done. Time per epoch: 92.345[s] Speed: 127.5[samples/s]
2024-04-30 16:54:05 transreid.train INFO: Epoch[110] Iter[10/186] Loss: 0.030, Acc: 0.998, Base Lr: 1.52e-04
2024-04-30 16:54:16 transreid.train INFO: Epoch[110] Iter[20/186] Loss: 0.045, Acc: 0.998, Base Lr: 1.52e-04
2024-04-30 16:54:26 transreid.train INFO: Epoch[110] Iter[30/186] Loss: 0.060, Acc: 0.995, Base Lr: 1.52e-04
2024-04-30 16:54:36 transreid.train INFO: Epoch[110] Iter[40/186] Loss: 0.057, Acc: 0.995, Base Lr: 1.52e-04
2024-04-30 16:54:47 transreid.train INFO: Epoch[110] Iter[50/186] Loss: 0.055, Acc: 0.996, Base Lr: 1.52e-04
2024-04-30 16:54:57 transreid.train INFO: Epoch[110] Iter[60/186] Loss: 0.054, Acc: 0.995, Base Lr: 1.52e-04
2024-04-30 16:55:08 transreid.train INFO: Epoch[110] Iter[70/186] Loss: 0.050, Acc: 0.996, Base Lr: 1.52e-04
2024-04-30 16:55:18 transreid.train INFO: Epoch[110] Iter[80/186] Loss: 0.049, Acc: 0.996, Base Lr: 1.52e-04
2024-04-30 16:55:28 transreid.train INFO: Epoch[110] Iter[90/186] Loss: 0.049, Acc: 0.996, Base Lr: 1.52e-04
2024-04-30 16:55:39 transreid.train INFO: Epoch[110] Iter[100/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.52e-04
2024-04-30 16:55:49 transreid.train INFO: Epoch[110] Iter[110/186] Loss: 0.049, Acc: 0.996, Base Lr: 1.52e-04
2024-04-30 16:55:59 transreid.train INFO: Epoch[110] Iter[120/186] Loss: 0.048, Acc: 0.996, Base Lr: 1.52e-04
2024-04-30 16:56:09 transreid.train INFO: Epoch[110] Iter[130/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.52e-04
2024-04-30 16:56:20 transreid.train INFO: Epoch[110] Iter[140/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.52e-04
2024-04-30 16:56:30 transreid.train INFO: Epoch[110] Iter[150/186] Loss: 0.048, Acc: 0.997, Base Lr: 1.52e-04
2024-04-30 16:56:40 transreid.train INFO: Epoch[110] Iter[160/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.52e-04
2024-04-30 16:56:51 transreid.train INFO: Epoch[110] Iter[170/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.52e-04
2024-04-30 16:57:01 transreid.train INFO: Epoch[110] Iter[180/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.52e-04
2024-04-30 16:57:04 transreid.train INFO: Epoch 110 done. Time per epoch: 186.763[s] Speed: 62.7[samples/s]
2024-04-30 16:57:16 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.075, Acc: 0.992, Base Lr: 1.26e-04
2024-04-30 16:57:26 transreid.train INFO: Epoch[111] Iter[20/186] Loss: 0.060, Acc: 0.995, Base Lr: 1.26e-04
2024-04-30 16:57:36 transreid.train INFO: Epoch[111] Iter[30/186] Loss: 0.050, Acc: 0.996, Base Lr: 1.26e-04
2024-04-30 16:57:47 transreid.train INFO: Epoch[111] Iter[40/186] Loss: 0.057, Acc: 0.996, Base Lr: 1.26e-04
2024-04-30 16:57:57 transreid.train INFO: Epoch[111] Iter[50/186] Loss: 0.054, Acc: 0.997, Base Lr: 1.26e-04
2024-04-30 16:58:08 transreid.train INFO: Epoch[111] Iter[60/186] Loss: 0.053, Acc: 0.997, Base Lr: 1.26e-04
2024-04-30 16:58:18 transreid.train INFO: Epoch[111] Iter[70/186] Loss: 0.051, Acc: 0.997, Base Lr: 1.26e-04
2024-04-30 16:58:28 transreid.train INFO: Epoch[111] Iter[80/186] Loss: 0.050, Acc: 0.997, Base Lr: 1.26e-04
2024-04-30 16:58:39 transreid.train INFO: Epoch[111] Iter[90/186] Loss: 0.049, Acc: 0.997, Base Lr: 1.26e-04
2024-04-30 16:58:49 transreid.train INFO: Epoch[111] Iter[100/186] Loss: 0.049, Acc: 0.997, Base Lr: 1.26e-04
2024-04-30 16:58:59 transreid.train INFO: Epoch[111] Iter[110/186] Loss: 0.050, Acc: 0.997, Base Lr: 1.26e-04
2024-04-30 16:59:10 transreid.train INFO: Epoch[111] Iter[120/186] Loss: 0.049, Acc: 0.997, Base Lr: 1.26e-04
2024-04-30 16:59:20 transreid.train INFO: Epoch[111] Iter[130/186] Loss: 0.047, Acc: 0.997, Base Lr: 1.26e-04
2024-04-30 16:59:31 transreid.train INFO: Epoch[111] Iter[140/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.26e-04
2024-04-30 16:59:41 transreid.train INFO: Epoch[111] Iter[150/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.26e-04
2024-04-30 16:59:51 transreid.train INFO: Epoch[111] Iter[160/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.26e-04
2024-04-30 17:00:02 transreid.train INFO: Epoch[111] Iter[170/186] Loss: 0.046, Acc: 0.997, Base Lr: 1.26e-04
2024-04-30 17:00:12 transreid.train INFO: Epoch[111] Iter[180/186] Loss: 0.045, Acc: 0.997, Base Lr: 1.26e-04
2024-04-30 17:00:16 transreid.train INFO: Epoch 111 done. Time per epoch: 191.982[s] Speed: 61.3[samples/s]
2024-04-30 17:00:28 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.062, Acc: 0.998, Base Lr: 1.03e-04
2024-04-30 17:00:38 transreid.train INFO: Epoch[112] Iter[20/186] Loss: 0.072, Acc: 0.997, Base Lr: 1.03e-04
2024-04-30 17:00:48 transreid.train INFO: Epoch[112] Iter[30/186] Loss: 0.068, Acc: 0.997, Base Lr: 1.03e-04
2024-04-30 17:00:59 transreid.train INFO: Epoch[112] Iter[40/186] Loss: 0.070, Acc: 0.997, Base Lr: 1.03e-04
2024-04-30 17:01:09 transreid.train INFO: Epoch[112] Iter[50/186] Loss: 0.066, Acc: 0.997, Base Lr: 1.03e-04
2024-04-30 17:01:20 transreid.train INFO: Epoch[112] Iter[60/186] Loss: 0.065, Acc: 0.997, Base Lr: 1.03e-04
2024-04-30 17:01:30 transreid.train INFO: Epoch[112] Iter[70/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.03e-04
2024-04-30 17:01:40 transreid.train INFO: Epoch[112] Iter[80/186] Loss: 0.061, Acc: 0.997, Base Lr: 1.03e-04
2024-04-30 17:01:48 transreid.train INFO: Epoch[112] Iter[90/186] Loss: 0.060, Acc: 0.997, Base Lr: 1.03e-04
2024-04-30 17:01:58 transreid.train INFO: Epoch[112] Iter[100/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.03e-04
2024-04-30 17:02:08 transreid.train INFO: Epoch[112] Iter[110/186] Loss: 0.064, Acc: 0.997, Base Lr: 1.03e-04
2024-04-30 17:02:19 transreid.train INFO: Epoch[112] Iter[120/186] Loss: 0.063, Acc: 0.997, Base Lr: 1.03e-04
2024-04-30 17:02:29 transreid.train INFO: Epoch[112] Iter[130/186] Loss: 0.062, Acc: 0.997, Base Lr: 1.03e-04
2024-04-30 17:02:40 transreid.train INFO: Epoch[112] Iter[140/186] Loss: 0.060, Acc: 0.997, Base Lr: 1.03e-04
2024-04-30 17:02:50 transreid.train INFO: Epoch[112] Iter[150/186] Loss: 0.058, Acc: 0.997, Base Lr: 1.03e-04
2024-04-30 17:03:00 transreid.train INFO: Epoch[112] Iter[160/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.03e-04
2024-04-30 17:03:11 transreid.train INFO: Epoch[112] Iter[170/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.03e-04
2024-04-30 17:03:21 transreid.train INFO: Epoch[112] Iter[180/186] Loss: 0.057, Acc: 0.997, Base Lr: 1.03e-04
2024-04-30 17:03:25 transreid.train INFO: Epoch 112 done. Time per epoch: 188.843[s] Speed: 62.4[samples/s]
2024-04-30 17:03:36 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.085, Acc: 0.995, Base Lr: 8.28e-05
2024-04-30 17:03:47 transreid.train INFO: Epoch[113] Iter[20/186] Loss: 0.068, Acc: 0.995, Base Lr: 8.28e-05
2024-04-30 17:03:57 transreid.train INFO: Epoch[113] Iter[30/186] Loss: 0.068, Acc: 0.997, Base Lr: 8.28e-05
2024-04-30 17:04:08 transreid.train INFO: Epoch[113] Iter[40/186] Loss: 0.069, Acc: 0.997, Base Lr: 8.28e-05
2024-04-30 17:04:18 transreid.train INFO: Epoch[113] Iter[50/186] Loss: 0.062, Acc: 0.998, Base Lr: 8.28e-05
2024-04-30 17:04:28 transreid.train INFO: Epoch[113] Iter[60/186] Loss: 0.059, Acc: 0.998, Base Lr: 8.28e-05
2024-04-30 17:04:39 transreid.train INFO: Epoch[113] Iter[70/186] Loss: 0.059, Acc: 0.997, Base Lr: 8.28e-05
2024-04-30 17:04:49 transreid.train INFO: Epoch[113] Iter[80/186] Loss: 0.059, Acc: 0.997, Base Lr: 8.28e-05
2024-04-30 17:05:00 transreid.train INFO: Epoch[113] Iter[90/186] Loss: 0.058, Acc: 0.997, Base Lr: 8.28e-05
2024-04-30 17:05:10 transreid.train INFO: Epoch[113] Iter[100/186] Loss: 0.059, Acc: 0.997, Base Lr: 8.28e-05
2024-04-30 17:05:20 transreid.train INFO: Epoch[113] Iter[110/186] Loss: 0.059, Acc: 0.997, Base Lr: 8.28e-05
2024-04-30 17:05:31 transreid.train INFO: Epoch[113] Iter[120/186] Loss: 0.059, Acc: 0.996, Base Lr: 8.28e-05
2024-04-30 17:05:41 transreid.train INFO: Epoch[113] Iter[130/186] Loss: 0.058, Acc: 0.997, Base Lr: 8.28e-05
2024-04-30 17:05:52 transreid.train INFO: Epoch[113] Iter[140/186] Loss: 0.058, Acc: 0.997, Base Lr: 8.28e-05
2024-04-30 17:06:02 transreid.train INFO: Epoch[113] Iter[150/186] Loss: 0.057, Acc: 0.997, Base Lr: 8.28e-05
2024-04-30 17:06:12 transreid.train INFO: Epoch[113] Iter[160/186] Loss: 0.058, Acc: 0.997, Base Lr: 8.28e-05
2024-04-30 17:06:23 transreid.train INFO: Epoch[113] Iter[170/186] Loss: 0.058, Acc: 0.997, Base Lr: 8.28e-05
2024-04-30 17:06:33 transreid.train INFO: Epoch[113] Iter[180/186] Loss: 0.056, Acc: 0.997, Base Lr: 8.28e-05
2024-04-30 17:06:37 transreid.train INFO: Epoch 113 done. Time per epoch: 191.242[s] Speed: 61.2[samples/s]
2024-04-30 17:06:48 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.063, Acc: 0.998, Base Lr: 6.51e-05
2024-04-30 17:06:58 transreid.train INFO: Epoch[114] Iter[20/186] Loss: 0.071, Acc: 0.997, Base Lr: 6.51e-05
2024-04-30 17:07:08 transreid.train INFO: Epoch[114] Iter[30/186] Loss: 0.063, Acc: 0.997, Base Lr: 6.51e-05
2024-04-30 17:07:19 transreid.train INFO: Epoch[114] Iter[40/186] Loss: 0.065, Acc: 0.998, Base Lr: 6.51e-05
2024-04-30 17:07:29 transreid.train INFO: Epoch[114] Iter[50/186] Loss: 0.064, Acc: 0.998, Base Lr: 6.51e-05
2024-04-30 17:07:40 transreid.train INFO: Epoch[114] Iter[60/186] Loss: 0.062, Acc: 0.997, Base Lr: 6.51e-05
2024-04-30 17:07:50 transreid.train INFO: Epoch[114] Iter[70/186] Loss: 0.065, Acc: 0.997, Base Lr: 6.51e-05
2024-04-30 17:08:01 transreid.train INFO: Epoch[114] Iter[80/186] Loss: 0.062, Acc: 0.997, Base Lr: 6.51e-05
2024-04-30 17:08:11 transreid.train INFO: Epoch[114] Iter[90/186] Loss: 0.060, Acc: 0.998, Base Lr: 6.51e-05
2024-04-30 17:08:21 transreid.train INFO: Epoch[114] Iter[100/186] Loss: 0.063, Acc: 0.998, Base Lr: 6.51e-05
2024-04-30 17:08:32 transreid.train INFO: Epoch[114] Iter[110/186] Loss: 0.060, Acc: 0.998, Base Lr: 6.51e-05
2024-04-30 17:08:42 transreid.train INFO: Epoch[114] Iter[120/186] Loss: 0.060, Acc: 0.998, Base Lr: 6.51e-05
2024-04-30 17:08:53 transreid.train INFO: Epoch[114] Iter[130/186] Loss: 0.061, Acc: 0.998, Base Lr: 6.51e-05
2024-04-30 17:09:03 transreid.train INFO: Epoch[114] Iter[140/186] Loss: 0.060, Acc: 0.998, Base Lr: 6.51e-05
2024-04-30 17:09:13 transreid.train INFO: Epoch[114] Iter[150/186] Loss: 0.059, Acc: 0.998, Base Lr: 6.51e-05
2024-04-30 17:09:24 transreid.train INFO: Epoch[114] Iter[160/186] Loss: 0.058, Acc: 0.998, Base Lr: 6.51e-05
2024-04-30 17:09:32 transreid.train INFO: Epoch[114] Iter[170/186] Loss: 0.057, Acc: 0.998, Base Lr: 6.51e-05
2024-04-30 17:09:41 transreid.train INFO: Epoch[114] Iter[180/186] Loss: 0.055, Acc: 0.998, Base Lr: 6.51e-05
2024-04-30 17:09:46 transreid.train INFO: Epoch 114 done. Time per epoch: 189.208[s] Speed: 62.2[samples/s]
2024-04-30 17:09:57 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.041, Acc: 1.000, Base Lr: 5.02e-05
2024-04-30 17:10:07 transreid.train INFO: Epoch[115] Iter[20/186] Loss: 0.054, Acc: 0.999, Base Lr: 5.02e-05
2024-04-30 17:10:18 transreid.train INFO: Epoch[115] Iter[30/186] Loss: 0.057, Acc: 0.998, Base Lr: 5.02e-05
2024-04-30 17:10:28 transreid.train INFO: Epoch[115] Iter[40/186] Loss: 0.066, Acc: 0.997, Base Lr: 5.02e-05
2024-04-30 17:10:38 transreid.train INFO: Epoch[115] Iter[50/186] Loss: 0.060, Acc: 0.998, Base Lr: 5.02e-05
2024-04-30 17:10:49 transreid.train INFO: Epoch[115] Iter[60/186] Loss: 0.061, Acc: 0.997, Base Lr: 5.02e-05
2024-04-30 17:10:59 transreid.train INFO: Epoch[115] Iter[70/186] Loss: 0.061, Acc: 0.998, Base Lr: 5.02e-05
2024-04-30 17:11:10 transreid.train INFO: Epoch[115] Iter[80/186] Loss: 0.060, Acc: 0.998, Base Lr: 5.02e-05
2024-04-30 17:11:20 transreid.train INFO: Epoch[115] Iter[90/186] Loss: 0.062, Acc: 0.997, Base Lr: 5.02e-05
2024-04-30 17:11:31 transreid.train INFO: Epoch[115] Iter[100/186] Loss: 0.060, Acc: 0.997, Base Lr: 5.02e-05
2024-04-30 17:11:41 transreid.train INFO: Epoch[115] Iter[110/186] Loss: 0.059, Acc: 0.997, Base Lr: 5.02e-05
2024-04-30 17:11:51 transreid.train INFO: Epoch[115] Iter[120/186] Loss: 0.058, Acc: 0.997, Base Lr: 5.02e-05
2024-04-30 17:12:02 transreid.train INFO: Epoch[115] Iter[130/186] Loss: 0.056, Acc: 0.997, Base Lr: 5.02e-05
2024-04-30 17:12:12 transreid.train INFO: Epoch[115] Iter[140/186] Loss: 0.057, Acc: 0.997, Base Lr: 5.02e-05
2024-04-30 17:12:22 transreid.train INFO: Epoch[115] Iter[150/186] Loss: 0.057, Acc: 0.998, Base Lr: 5.02e-05
2024-04-30 17:12:33 transreid.train INFO: Epoch[115] Iter[160/186] Loss: 0.055, Acc: 0.998, Base Lr: 5.02e-05
2024-04-30 17:12:43 transreid.train INFO: Epoch[115] Iter[170/186] Loss: 0.056, Acc: 0.998, Base Lr: 5.02e-05
2024-04-30 17:12:54 transreid.train INFO: Epoch[115] Iter[180/186] Loss: 0.055, Acc: 0.997, Base Lr: 5.02e-05
2024-04-30 17:12:57 transreid.train INFO: Epoch 115 done. Time per epoch: 191.052[s] Speed: 61.3[samples/s]
2024-04-30 17:13:08 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.047, Acc: 0.998, Base Lr: 3.79e-05
2024-04-30 17:13:18 transreid.train INFO: Epoch[116] Iter[20/186] Loss: 0.059, Acc: 0.998, Base Lr: 3.79e-05
2024-04-30 17:13:29 transreid.train INFO: Epoch[116] Iter[30/186] Loss: 0.066, Acc: 0.997, Base Lr: 3.79e-05
2024-04-30 17:13:39 transreid.train INFO: Epoch[116] Iter[40/186] Loss: 0.067, Acc: 0.996, Base Lr: 3.79e-05
2024-04-30 17:13:49 transreid.train INFO: Epoch[116] Iter[50/186] Loss: 0.065, Acc: 0.997, Base Lr: 3.79e-05
2024-04-30 17:14:00 transreid.train INFO: Epoch[116] Iter[60/186] Loss: 0.060, Acc: 0.997, Base Lr: 3.79e-05
2024-04-30 17:14:10 transreid.train INFO: Epoch[116] Iter[70/186] Loss: 0.059, Acc: 0.998, Base Lr: 3.79e-05
2024-04-30 17:14:21 transreid.train INFO: Epoch[116] Iter[80/186] Loss: 0.059, Acc: 0.997, Base Lr: 3.79e-05
2024-04-30 17:14:31 transreid.train INFO: Epoch[116] Iter[90/186] Loss: 0.058, Acc: 0.997, Base Lr: 3.79e-05
2024-04-30 17:14:41 transreid.train INFO: Epoch[116] Iter[100/186] Loss: 0.059, Acc: 0.997, Base Lr: 3.79e-05
2024-04-30 17:14:52 transreid.train INFO: Epoch[116] Iter[110/186] Loss: 0.057, Acc: 0.998, Base Lr: 3.79e-05
2024-04-30 17:15:02 transreid.train INFO: Epoch[116] Iter[120/186] Loss: 0.057, Acc: 0.998, Base Lr: 3.79e-05
2024-04-30 17:15:13 transreid.train INFO: Epoch[116] Iter[130/186] Loss: 0.056, Acc: 0.998, Base Lr: 3.79e-05
2024-04-30 17:15:23 transreid.train INFO: Epoch[116] Iter[140/186] Loss: 0.058, Acc: 0.998, Base Lr: 3.79e-05
2024-04-30 17:15:33 transreid.train INFO: Epoch[116] Iter[150/186] Loss: 0.056, Acc: 0.998, Base Lr: 3.79e-05
2024-04-30 17:15:44 transreid.train INFO: Epoch[116] Iter[160/186] Loss: 0.055, Acc: 0.998, Base Lr: 3.79e-05
2024-04-30 17:15:54 transreid.train INFO: Epoch[116] Iter[170/186] Loss: 0.053, Acc: 0.998, Base Lr: 3.79e-05
2024-04-30 17:16:05 transreid.train INFO: Epoch[116] Iter[180/186] Loss: 0.054, Acc: 0.998, Base Lr: 3.79e-05
2024-04-30 17:16:09 transreid.train INFO: Epoch 116 done. Time per epoch: 191.922[s] Speed: 61.4[samples/s]
2024-04-30 17:16:20 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.041, Acc: 0.998, Base Lr: 2.83e-05
2024-04-30 17:16:30 transreid.train INFO: Epoch[117] Iter[20/186] Loss: 0.061, Acc: 0.998, Base Lr: 2.83e-05
2024-04-30 17:16:41 transreid.train INFO: Epoch[117] Iter[30/186] Loss: 0.065, Acc: 0.997, Base Lr: 2.83e-05
2024-04-30 17:16:51 transreid.train INFO: Epoch[117] Iter[40/186] Loss: 0.062, Acc: 0.996, Base Lr: 2.83e-05
2024-04-30 17:17:01 transreid.train INFO: Epoch[117] Iter[50/186] Loss: 0.058, Acc: 0.997, Base Lr: 2.83e-05
2024-04-30 17:17:12 transreid.train INFO: Epoch[117] Iter[60/186] Loss: 0.058, Acc: 0.997, Base Lr: 2.83e-05
2024-04-30 17:17:19 transreid.train INFO: Epoch[117] Iter[70/186] Loss: 0.059, Acc: 0.997, Base Lr: 2.83e-05
2024-04-30 17:17:29 transreid.train INFO: Epoch[117] Iter[80/186] Loss: 0.057, Acc: 0.997, Base Lr: 2.83e-05
2024-04-30 17:17:39 transreid.train INFO: Epoch[117] Iter[90/186] Loss: 0.058, Acc: 0.997, Base Lr: 2.83e-05
2024-04-30 17:17:50 transreid.train INFO: Epoch[117] Iter[100/186] Loss: 0.057, Acc: 0.997, Base Lr: 2.83e-05
2024-04-30 17:18:00 transreid.train INFO: Epoch[117] Iter[110/186] Loss: 0.057, Acc: 0.997, Base Lr: 2.83e-05
2024-04-30 17:18:11 transreid.train INFO: Epoch[117] Iter[120/186] Loss: 0.058, Acc: 0.997, Base Lr: 2.83e-05
2024-04-30 17:18:21 transreid.train INFO: Epoch[117] Iter[130/186] Loss: 0.057, Acc: 0.997, Base Lr: 2.83e-05
2024-04-30 17:18:32 transreid.train INFO: Epoch[117] Iter[140/186] Loss: 0.055, Acc: 0.997, Base Lr: 2.83e-05
2024-04-30 17:18:42 transreid.train INFO: Epoch[117] Iter[150/186] Loss: 0.054, Acc: 0.997, Base Lr: 2.83e-05
2024-04-30 17:18:52 transreid.train INFO: Epoch[117] Iter[160/186] Loss: 0.053, Acc: 0.997, Base Lr: 2.83e-05
2024-04-30 17:19:03 transreid.train INFO: Epoch[117] Iter[170/186] Loss: 0.051, Acc: 0.997, Base Lr: 2.83e-05
2024-04-30 17:19:13 transreid.train INFO: Epoch[117] Iter[180/186] Loss: 0.049, Acc: 0.998, Base Lr: 2.83e-05
2024-04-30 17:19:17 transreid.train INFO: Epoch 117 done. Time per epoch: 188.608[s] Speed: 62.4[samples/s]
2024-04-30 17:19:28 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.048, Acc: 0.994, Base Lr: 2.15e-05
2024-04-30 17:19:39 transreid.train INFO: Epoch[118] Iter[20/186] Loss: 0.051, Acc: 0.997, Base Lr: 2.15e-05
2024-04-30 17:19:49 transreid.train INFO: Epoch[118] Iter[30/186] Loss: 0.046, Acc: 0.998, Base Lr: 2.15e-05
2024-04-30 17:20:00 transreid.train INFO: Epoch[118] Iter[40/186] Loss: 0.051, Acc: 0.997, Base Lr: 2.15e-05
2024-04-30 17:20:10 transreid.train INFO: Epoch[118] Iter[50/186] Loss: 0.053, Acc: 0.997, Base Lr: 2.15e-05
2024-04-30 17:20:20 transreid.train INFO: Epoch[118] Iter[60/186] Loss: 0.056, Acc: 0.997, Base Lr: 2.15e-05
2024-04-30 17:20:31 transreid.train INFO: Epoch[118] Iter[70/186] Loss: 0.056, Acc: 0.997, Base Lr: 2.15e-05
2024-04-30 17:20:41 transreid.train INFO: Epoch[118] Iter[80/186] Loss: 0.059, Acc: 0.997, Base Lr: 2.15e-05
2024-04-30 17:20:52 transreid.train INFO: Epoch[118] Iter[90/186] Loss: 0.059, Acc: 0.997, Base Lr: 2.15e-05
2024-04-30 17:21:02 transreid.train INFO: Epoch[118] Iter[100/186] Loss: 0.057, Acc: 0.997, Base Lr: 2.15e-05
2024-04-30 17:21:13 transreid.train INFO: Epoch[118] Iter[110/186] Loss: 0.058, Acc: 0.997, Base Lr: 2.15e-05
2024-04-30 17:21:23 transreid.train INFO: Epoch[118] Iter[120/186] Loss: 0.062, Acc: 0.997, Base Lr: 2.15e-05
2024-04-30 17:21:33 transreid.train INFO: Epoch[118] Iter[130/186] Loss: 0.059, Acc: 0.997, Base Lr: 2.15e-05
2024-04-30 17:21:44 transreid.train INFO: Epoch[118] Iter[140/186] Loss: 0.057, Acc: 0.997, Base Lr: 2.15e-05
2024-04-30 17:21:54 transreid.train INFO: Epoch[118] Iter[150/186] Loss: 0.056, Acc: 0.997, Base Lr: 2.15e-05
2024-04-30 17:22:05 transreid.train INFO: Epoch[118] Iter[160/186] Loss: 0.054, Acc: 0.997, Base Lr: 2.15e-05
2024-04-30 17:22:15 transreid.train INFO: Epoch[118] Iter[170/186] Loss: 0.054, Acc: 0.997, Base Lr: 2.15e-05
2024-04-30 17:22:25 transreid.train INFO: Epoch[118] Iter[180/186] Loss: 0.053, Acc: 0.997, Base Lr: 2.15e-05
2024-04-30 17:22:29 transreid.train INFO: Epoch 118 done. Time per epoch: 192.121[s] Speed: 61.3[samples/s]
2024-04-30 17:22:41 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.069, Acc: 0.997, Base Lr: 1.74e-05
2024-04-30 17:22:51 transreid.train INFO: Epoch[119] Iter[20/186] Loss: 0.059, Acc: 0.996, Base Lr: 1.74e-05
2024-04-30 17:23:01 transreid.train INFO: Epoch[119] Iter[30/186] Loss: 0.055, Acc: 0.996, Base Lr: 1.74e-05
2024-04-30 17:23:11 transreid.train INFO: Epoch[119] Iter[40/186] Loss: 0.063, Acc: 0.996, Base Lr: 1.74e-05
2024-04-30 17:23:22 transreid.train INFO: Epoch[119] Iter[50/186] Loss: 0.064, Acc: 0.996, Base Lr: 1.74e-05
2024-04-30 17:23:32 transreid.train INFO: Epoch[119] Iter[60/186] Loss: 0.062, Acc: 0.996, Base Lr: 1.74e-05
2024-04-30 17:23:43 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.061, Acc: 0.996, Base Lr: 1.74e-05
2024-04-30 17:23:53 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.060, Acc: 0.997, Base Lr: 1.74e-05
2024-04-30 17:24:03 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.059, Acc: 0.996, Base Lr: 1.74e-05
2024-04-30 17:24:14 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.065, Acc: 0.996, Base Lr: 1.74e-05
2024-04-30 17:24:24 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.063, Acc: 0.996, Base Lr: 1.74e-05
2024-04-30 17:24:35 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.062, Acc: 0.996, Base Lr: 1.74e-05
2024-04-30 17:24:45 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.061, Acc: 0.996, Base Lr: 1.74e-05
2024-04-30 17:24:55 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.061, Acc: 0.996, Base Lr: 1.74e-05
2024-04-30 17:25:04 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.059, Acc: 0.996, Base Lr: 1.74e-05
2024-04-30 17:25:13 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.058, Acc: 0.996, Base Lr: 1.74e-05
2024-04-30 17:25:23 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.057, Acc: 0.996, Base Lr: 1.74e-05
2024-04-30 17:25:34 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.055, Acc: 0.996, Base Lr: 1.74e-05
2024-04-30 17:25:38 transreid.train INFO: Epoch 119 done. Time per epoch: 188.346[s] Speed: 62.5[samples/s]
2024-04-30 17:25:49 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.084, Acc: 0.992, Base Lr: 1.60e-05
2024-04-30 17:25:59 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.067, Acc: 0.995, Base Lr: 1.60e-05
2024-04-30 17:26:10 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.061, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 17:26:20 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.056, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 17:26:31 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.059, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 17:26:41 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.058, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 17:26:51 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.056, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 17:27:02 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.057, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 17:27:12 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.057, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 17:27:23 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.058, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 17:27:33 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.058, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 17:27:44 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.057, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 17:27:54 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.058, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 17:28:04 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.056, Acc: 0.997, Base Lr: 1.60e-05
2024-04-30 17:28:15 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.057, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 17:28:25 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.057, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 17:28:36 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.055, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 17:28:46 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.054, Acc: 0.996, Base Lr: 1.60e-05
2024-04-30 17:28:50 transreid.train INFO: Epoch 120 done. Time per epoch: 192.489[s] Speed: 61.2[samples/s]
2024-04-30 17:30:03 transreid.train INFO: Validation Results - Epoch: 120
2024-04-30 17:30:03 transreid.train INFO: mAP: 77.7%
2024-04-30 17:30:03 transreid.train INFO: CMC curve, Rank-1  :90.3%
2024-04-30 17:30:03 transreid.train INFO: CMC curve, Rank-5  :96.6%
2024-04-30 17:30:03 transreid.train INFO: CMC curve, Rank-10 :98.0%
