2024-05-10 14:54:39 transreid INFO: Saving model in the path :log/transreid/market/volo_d1_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-10 14:54:39 transreid INFO: Loaded configuration file configs/market/volo_d1.yml
2024-05-10 14:54:39 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: 0
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: volo_d1
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/volo_d1.pth.tar
  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/volo_d1_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-05-10 14:54:39 transreid.check INFO: Dataset statistics:
2024-05-10 14:54:39 transreid.check INFO:   ----------------------------------------
2024-05-10 14:54:39 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-10 14:54:39 transreid.check INFO:   ----------------------------------------
2024-05-10 14:54:39 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-10 14:54:39 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-10 14:54:39 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-10 14:54:39 transreid.check INFO:   ----------------------------------------
2024-05-10 14:54:41 transreid INFO: ===========using cosine learning rate=======
2024-05-10 14:54:41 transreid.train INFO: start training
2024-05-10 14:54:53 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 9.841, Acc: 0.000, Base Lr: 4.76e-04
2024-05-10 14:54:57 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 9.678, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 14:55:02 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 9.534, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 14:55:07 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 9.354, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 14:55:12 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 9.195, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 14:55:17 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 9.036, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 14:55:21 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 8.879, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 14:55:27 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 8.733, Acc: 0.003, Base Lr: 4.76e-04
2024-05-10 14:55:32 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 8.604, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 14:55:37 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 8.490, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 14:55:41 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 8.393, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 14:55:46 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 8.310, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 14:55:51 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 8.238, Acc: 0.003, Base Lr: 4.76e-04
2024-05-10 14:55:56 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 8.175, Acc: 0.003, Base Lr: 4.76e-04
2024-05-10 14:56:01 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 8.121, Acc: 0.003, Base Lr: 4.76e-04
2024-05-10 14:56:06 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.072, Acc: 0.004, Base Lr: 4.76e-04
2024-05-10 14:56:11 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.029, Acc: 0.004, Base Lr: 4.76e-04
2024-05-10 14:56:16 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 7.991, Acc: 0.005, Base Lr: 4.76e-04
2024-05-10 14:56:17 transreid.train INFO: Epoch 1 done. Time per epoch: 95.932[s] Speed: 122.1[samples/s]
2024-05-10 14:56:23 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 7.328, Acc: 0.025, Base Lr: 8.72e-04
2024-05-10 14:56:27 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 7.323, Acc: 0.030, Base Lr: 8.72e-04
2024-05-10 14:56:32 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 7.319, Acc: 0.038, Base Lr: 8.72e-04
2024-05-10 14:56:37 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 7.317, Acc: 0.034, Base Lr: 8.72e-04
2024-05-10 14:56:42 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 7.315, Acc: 0.031, Base Lr: 8.72e-04
2024-05-10 14:56:47 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 7.312, Acc: 0.034, Base Lr: 8.72e-04
2024-05-10 14:56:52 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.310, Acc: 0.036, Base Lr: 8.72e-04
2024-05-10 14:56:57 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.307, Acc: 0.039, Base Lr: 8.72e-04
2024-05-10 14:57:01 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.305, Acc: 0.041, Base Lr: 8.72e-04
2024-05-10 14:57:06 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.302, Acc: 0.040, Base Lr: 8.72e-04
2024-05-10 14:57:11 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.299, Acc: 0.042, Base Lr: 8.72e-04
2024-05-10 14:57:16 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.296, Acc: 0.044, Base Lr: 8.72e-04
2024-05-10 14:57:21 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.293, Acc: 0.047, Base Lr: 8.72e-04
2024-05-10 14:57:26 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.289, Acc: 0.049, Base Lr: 8.72e-04
2024-05-10 14:57:31 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.285, Acc: 0.053, Base Lr: 8.72e-04
2024-05-10 14:57:36 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.280, Acc: 0.056, Base Lr: 8.72e-04
2024-05-10 14:57:41 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.275, Acc: 0.059, Base Lr: 8.72e-04
2024-05-10 14:57:46 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.266, Acc: 0.071, Base Lr: 8.72e-04
2024-05-10 14:57:47 transreid.train INFO: Epoch 2 done. Time per epoch: 90.410[s] Speed: 129.5[samples/s]
2024-05-10 14:57:53 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.229, Acc: 0.023, Base Lr: 1.27e-03
2024-05-10 14:57:58 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.195, Acc: 0.027, Base Lr: 1.27e-03
2024-05-10 14:58:03 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.182, Acc: 0.029, Base Lr: 1.27e-03
2024-05-10 14:58:08 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.169, Acc: 0.031, Base Lr: 1.27e-03
2024-05-10 14:58:12 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.156, Acc: 0.036, Base Lr: 1.27e-03
2024-05-10 14:58:17 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.150, Acc: 0.037, Base Lr: 1.27e-03
2024-05-10 14:58:23 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.140, Acc: 0.037, Base Lr: 1.27e-03
2024-05-10 14:58:27 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.128, Acc: 0.039, Base Lr: 1.27e-03
2024-05-10 14:58:32 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 7.117, Acc: 0.044, Base Lr: 1.27e-03
2024-05-10 14:58:37 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 7.101, Acc: 0.045, Base Lr: 1.27e-03
2024-05-10 14:58:42 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 7.088, Acc: 0.048, Base Lr: 1.27e-03
2024-05-10 14:58:47 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 7.074, Acc: 0.049, Base Lr: 1.27e-03
2024-05-10 14:58:52 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 7.059, Acc: 0.050, Base Lr: 1.27e-03
2024-05-10 14:58:57 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 7.040, Acc: 0.053, Base Lr: 1.27e-03
2024-05-10 14:59:02 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 7.021, Acc: 0.057, Base Lr: 1.27e-03
2024-05-10 14:59:07 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 7.000, Acc: 0.060, Base Lr: 1.27e-03
2024-05-10 14:59:12 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 6.978, Acc: 0.062, Base Lr: 1.27e-03
2024-05-10 14:59:17 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 6.941, Acc: 0.069, Base Lr: 1.27e-03
2024-05-10 14:59:19 transreid.train INFO: Epoch 3 done. Time per epoch: 91.260[s] Speed: 128.3[samples/s]
2024-05-10 14:59:24 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 6.847, Acc: 0.023, Base Lr: 1.66e-03
2024-05-10 14:59:29 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 6.815, Acc: 0.022, Base Lr: 1.66e-03
2024-05-10 14:59:34 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 6.786, Acc: 0.030, Base Lr: 1.66e-03
2024-05-10 14:59:39 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 6.780, Acc: 0.025, Base Lr: 1.66e-03
2024-05-10 14:59:44 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 6.771, Acc: 0.025, Base Lr: 1.66e-03
2024-05-10 14:59:49 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 6.738, Acc: 0.028, Base Lr: 1.66e-03
2024-05-10 14:59:54 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 6.718, Acc: 0.031, Base Lr: 1.66e-03
2024-05-10 14:59:59 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.702, Acc: 0.032, Base Lr: 1.66e-03
2024-05-10 15:00:04 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 6.676, Acc: 0.038, Base Lr: 1.66e-03
2024-05-10 15:00:09 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 6.650, Acc: 0.041, Base Lr: 1.66e-03
2024-05-10 15:00:14 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 6.623, Acc: 0.046, Base Lr: 1.66e-03
2024-05-10 15:00:19 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.593, Acc: 0.049, Base Lr: 1.66e-03
2024-05-10 15:00:24 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.556, Acc: 0.057, Base Lr: 1.66e-03
2024-05-10 15:00:29 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.519, Acc: 0.063, Base Lr: 1.66e-03
2024-05-10 15:00:34 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.484, Acc: 0.064, Base Lr: 1.66e-03
2024-05-10 15:00:39 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.441, Acc: 0.070, Base Lr: 1.66e-03
2024-05-10 15:00:44 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.391, Acc: 0.077, Base Lr: 1.66e-03
2024-05-10 15:00:49 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 6.328, Acc: 0.089, Base Lr: 1.66e-03
2024-05-10 15:00:51 transreid.train INFO: Epoch 4 done. Time per epoch: 91.884[s] Speed: 127.5[samples/s]
2024-05-10 15:00:56 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.373, Acc: 0.036, Base Lr: 2.06e-03
2024-05-10 15:01:01 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.345, Acc: 0.038, Base Lr: 2.06e-03
2024-05-10 15:01:06 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 6.316, Acc: 0.048, Base Lr: 2.06e-03
2024-05-10 15:01:11 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 6.301, Acc: 0.047, Base Lr: 2.06e-03
2024-05-10 15:01:16 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 6.247, Acc: 0.058, Base Lr: 2.06e-03
2024-05-10 15:01:21 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 6.197, Acc: 0.065, Base Lr: 2.06e-03
2024-05-10 15:01:26 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 6.152, Acc: 0.072, Base Lr: 2.06e-03
2024-05-10 15:01:31 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 6.093, Acc: 0.083, Base Lr: 2.06e-03
2024-05-10 15:01:36 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 6.048, Acc: 0.092, Base Lr: 2.06e-03
2024-05-10 15:01:41 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 5.999, Acc: 0.100, Base Lr: 2.06e-03
2024-05-10 15:01:46 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 5.969, Acc: 0.104, Base Lr: 2.06e-03
2024-05-10 15:01:51 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 5.942, Acc: 0.106, Base Lr: 2.06e-03
2024-05-10 15:01:56 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 5.908, Acc: 0.112, Base Lr: 2.06e-03
2024-05-10 15:02:01 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 5.868, Acc: 0.117, Base Lr: 2.06e-03
2024-05-10 15:02:06 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 5.809, Acc: 0.128, Base Lr: 2.06e-03
2024-05-10 15:02:11 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 5.749, Acc: 0.138, Base Lr: 2.06e-03
2024-05-10 15:02:16 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 5.677, Acc: 0.150, Base Lr: 2.06e-03
2024-05-10 15:02:21 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 5.591, Acc: 0.167, Base Lr: 2.06e-03
2024-05-10 15:02:23 transreid.train INFO: Epoch 5 done. Time per epoch: 92.023[s] Speed: 128.0[samples/s]
2024-05-10 15:02:28 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 5.835, Acc: 0.061, Base Lr: 2.46e-03
2024-05-10 15:02:33 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 5.746, Acc: 0.074, Base Lr: 2.46e-03
2024-05-10 15:02:38 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 5.774, Acc: 0.079, Base Lr: 2.46e-03
2024-05-10 15:02:43 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 5.702, Acc: 0.087, Base Lr: 2.46e-03
2024-05-10 15:02:48 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 5.636, Acc: 0.098, Base Lr: 2.46e-03
2024-05-10 15:02:53 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 5.570, Acc: 0.108, Base Lr: 2.46e-03
2024-05-10 15:02:58 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 5.511, Acc: 0.118, Base Lr: 2.46e-03
2024-05-10 15:03:03 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 5.460, Acc: 0.123, Base Lr: 2.46e-03
2024-05-10 15:03:08 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 5.387, Acc: 0.137, Base Lr: 2.46e-03
2024-05-10 15:03:12 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 5.358, Acc: 0.140, Base Lr: 2.46e-03
2024-05-10 15:03:17 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 5.308, Acc: 0.150, Base Lr: 2.46e-03
2024-05-10 15:03:22 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 5.250, Acc: 0.160, Base Lr: 2.46e-03
2024-05-10 15:03:27 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 5.214, Acc: 0.167, Base Lr: 2.46e-03
2024-05-10 15:03:32 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 5.157, Acc: 0.178, Base Lr: 2.46e-03
2024-05-10 15:03:37 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 5.088, Acc: 0.189, Base Lr: 2.46e-03
2024-05-10 15:03:42 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 5.021, Acc: 0.202, Base Lr: 2.46e-03
2024-05-10 15:03:47 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 4.927, Acc: 0.221, Base Lr: 2.46e-03
2024-05-10 15:03:52 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 4.822, Acc: 0.243, Base Lr: 2.46e-03
2024-05-10 15:03:53 transreid.train INFO: Epoch 6 done. Time per epoch: 90.707[s] Speed: 129.1[samples/s]
2024-05-10 15:03:59 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 5.234, Acc: 0.134, Base Lr: 2.85e-03
2024-05-10 15:04:04 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 5.206, Acc: 0.135, Base Lr: 2.85e-03
2024-05-10 15:04:09 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 5.107, Acc: 0.152, Base Lr: 2.85e-03
2024-05-10 15:04:14 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 5.060, Acc: 0.161, Base Lr: 2.85e-03
2024-05-10 15:04:19 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 4.972, Acc: 0.176, Base Lr: 2.85e-03
2024-05-10 15:04:23 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 4.873, Acc: 0.188, Base Lr: 2.85e-03
2024-05-10 15:04:28 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 4.762, Acc: 0.208, Base Lr: 2.85e-03
2024-05-10 15:04:33 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 4.710, Acc: 0.216, Base Lr: 2.85e-03
2024-05-10 15:04:38 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 4.642, Acc: 0.228, Base Lr: 2.85e-03
2024-05-10 15:04:43 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 4.587, Acc: 0.240, Base Lr: 2.85e-03
2024-05-10 15:04:48 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 4.549, Acc: 0.246, Base Lr: 2.85e-03
2024-05-10 15:04:53 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 4.496, Acc: 0.255, Base Lr: 2.85e-03
2024-05-10 15:04:58 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 4.439, Acc: 0.268, Base Lr: 2.85e-03
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2024-05-10 15:05:24 transreid.train INFO: Epoch 7 done. Time per epoch: 90.766[s] Speed: 129.0[samples/s]
2024-05-10 15:05:30 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 4.431, Acc: 0.242, Base Lr: 3.25e-03
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2024-05-10 15:06:55 transreid.train INFO: Epoch 8 done. Time per epoch: 90.613[s] Speed: 129.3[samples/s]
2024-05-10 15:07:00 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 4.043, Acc: 0.316, Base Lr: 3.64e-03
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2024-05-10 15:08:26 transreid.train INFO: Epoch 9 done. Time per epoch: 91.257[s] Speed: 129.0[samples/s]
2024-05-10 15:08:32 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 3.142, Acc: 0.414, Base Lr: 4.04e-03
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2024-05-10 15:09:57 transreid.train INFO: Epoch 10 done. Time per epoch: 91.019[s] Speed: 128.7[samples/s]
2024-05-10 15:10:03 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 2.782, Acc: 0.522, Base Lr: 4.44e-03
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2024-05-10 15:11:28 transreid.train INFO: Epoch 11 done. Time per epoch: 91.086[s] Speed: 128.6[samples/s]
2024-05-10 15:11:34 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 2.256, Acc: 0.555, Base Lr: 4.83e-03
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2024-05-10 15:12:59 transreid.train INFO: Epoch 12 done. Time per epoch: 90.860[s] Speed: 128.9[samples/s]
2024-05-10 15:13:05 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 2.284, Acc: 0.589, Base Lr: 5.23e-03
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2024-05-10 15:14:30 transreid.train INFO: Epoch 13 done. Time per epoch: 90.599[s] Speed: 129.3[samples/s]
2024-05-10 15:14:35 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 1.616, Acc: 0.728, Base Lr: 5.62e-03
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2024-05-10 15:16:00 transreid.train INFO: Epoch 14 done. Time per epoch: 90.944[s] Speed: 129.5[samples/s]
2024-05-10 15:16:06 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 1.209, Acc: 0.784, Base Lr: 6.02e-03
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2024-05-10 15:17:31 transreid.train INFO: Epoch 15 done. Time per epoch: 90.665[s] Speed: 129.2[samples/s]
2024-05-10 15:17:37 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 0.999, Acc: 0.798, Base Lr: 6.42e-03
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2024-05-10 15:19:01 transreid.train INFO: Epoch[16] Iter[180/186] Loss: 0.587, Acc: 0.920, Base Lr: 6.42e-03
2024-05-10 15:19:02 transreid.train INFO: Epoch 16 done. Time per epoch: 91.059[s] Speed: 128.6[samples/s]
2024-05-10 15:19:08 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.663, Acc: 0.898, Base Lr: 6.81e-03
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2024-05-10 15:20:33 transreid.train INFO: Epoch 17 done. Time per epoch: 91.067[s] Speed: 128.6[samples/s]
2024-05-10 15:20:39 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.613, Acc: 0.902, Base Lr: 7.21e-03
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2024-05-10 15:21:08 transreid.train INFO: Epoch[18] Iter[70/186] Loss: 0.521, Acc: 0.938, Base Lr: 7.21e-03
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2024-05-10 15:21:58 transreid.train INFO: Epoch[18] Iter[170/186] Loss: 0.405, Acc: 0.950, Base Lr: 7.21e-03
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2024-05-10 15:22:04 transreid.train INFO: Epoch 18 done. Time per epoch: 90.760[s] Speed: 129.0[samples/s]
2024-05-10 15:22:10 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.552, Acc: 0.914, Base Lr: 7.60e-03
2024-05-10 15:22:14 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 0.547, Acc: 0.927, Base Lr: 7.60e-03
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2024-05-10 15:22:39 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 0.473, Acc: 0.935, Base Lr: 7.60e-03
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2024-05-10 15:23:18 transreid.train INFO: Epoch[19] Iter[150/186] Loss: 0.401, Acc: 0.950, Base Lr: 7.60e-03
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2024-05-10 15:23:28 transreid.train INFO: Epoch[19] Iter[170/186] Loss: 0.380, Acc: 0.954, Base Lr: 7.60e-03
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2024-05-10 15:23:35 transreid.train INFO: Epoch 19 done. Time per epoch: 91.143[s] Speed: 129.2[samples/s]
2024-05-10 15:23:41 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.429, Acc: 0.928, Base Lr: 7.47e-03
2024-05-10 15:23:46 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.412, Acc: 0.932, Base Lr: 7.47e-03
2024-05-10 15:23:51 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 0.414, Acc: 0.932, Base Lr: 7.47e-03
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2024-05-10 15:24:00 transreid.train INFO: Epoch[20] Iter[50/186] Loss: 0.375, Acc: 0.943, Base Lr: 7.47e-03
2024-05-10 15:24:05 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 0.361, Acc: 0.948, Base Lr: 7.47e-03
2024-05-10 15:24:10 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.354, Acc: 0.950, Base Lr: 7.47e-03
2024-05-10 15:24:15 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.341, Acc: 0.953, Base Lr: 7.47e-03
2024-05-10 15:24:20 transreid.train INFO: Epoch[20] Iter[90/186] Loss: 0.332, Acc: 0.955, Base Lr: 7.47e-03
2024-05-10 15:24:25 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 0.330, Acc: 0.957, Base Lr: 7.47e-03
2024-05-10 15:24:30 transreid.train INFO: Epoch[20] Iter[110/186] Loss: 0.326, Acc: 0.958, Base Lr: 7.47e-03
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2024-05-10 15:24:55 transreid.train INFO: Epoch[20] Iter[160/186] Loss: 0.297, Acc: 0.964, Base Lr: 7.47e-03
2024-05-10 15:25:00 transreid.train INFO: Epoch[20] Iter[170/186] Loss: 0.289, Acc: 0.965, Base Lr: 7.47e-03
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2024-05-10 15:25:06 transreid.train INFO: Epoch 20 done. Time per epoch: 90.803[s] Speed: 129.0[samples/s]
2024-05-10 15:26:02 transreid.train INFO: Validation Results - Epoch: 20
2024-05-10 15:26:02 transreid.train INFO: mAP: 78.0%
2024-05-10 15:26:02 transreid.train INFO: CMC curve, Rank-1  :90.3%
2024-05-10 15:26:02 transreid.train INFO: CMC curve, Rank-5  :96.6%
2024-05-10 15:26:02 transreid.train INFO: CMC curve, Rank-10 :98.2%
2024-05-10 15:26:08 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.432, Acc: 0.945, Base Lr: 7.41e-03
2024-05-10 15:26:13 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.417, Acc: 0.948, Base Lr: 7.41e-03
2024-05-10 15:26:18 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 0.397, Acc: 0.953, Base Lr: 7.41e-03
2024-05-10 15:26:23 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 0.367, Acc: 0.958, Base Lr: 7.41e-03
2024-05-10 15:26:28 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.347, Acc: 0.960, Base Lr: 7.41e-03
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2024-05-10 15:26:38 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.336, Acc: 0.962, Base Lr: 7.41e-03
2024-05-10 15:26:43 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 0.323, Acc: 0.964, Base Lr: 7.41e-03
2024-05-10 15:26:47 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.315, Acc: 0.964, Base Lr: 7.41e-03
2024-05-10 15:26:52 transreid.train INFO: Epoch[21] Iter[100/186] Loss: 0.305, Acc: 0.965, Base Lr: 7.41e-03
2024-05-10 15:26:57 transreid.train INFO: Epoch[21] Iter[110/186] Loss: 0.297, Acc: 0.966, Base Lr: 7.41e-03
2024-05-10 15:27:02 transreid.train INFO: Epoch[21] Iter[120/186] Loss: 0.293, Acc: 0.966, Base Lr: 7.41e-03
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2024-05-10 15:27:12 transreid.train INFO: Epoch[21] Iter[140/186] Loss: 0.282, Acc: 0.968, Base Lr: 7.41e-03
2024-05-10 15:27:17 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 0.275, Acc: 0.969, Base Lr: 7.41e-03
2024-05-10 15:27:22 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.267, Acc: 0.970, Base Lr: 7.41e-03
2024-05-10 15:27:27 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.261, Acc: 0.971, Base Lr: 7.41e-03
2024-05-10 15:27:32 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.257, Acc: 0.971, Base Lr: 7.41e-03
2024-05-10 15:27:34 transreid.train INFO: Epoch 21 done. Time per epoch: 91.979[s] Speed: 128.0[samples/s]
2024-05-10 15:27:40 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.398, Acc: 0.958, Base Lr: 7.36e-03
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2024-05-10 15:28:00 transreid.train INFO: Epoch[22] Iter[50/186] Loss: 0.306, Acc: 0.967, Base Lr: 7.36e-03
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2024-05-10 15:28:09 transreid.train INFO: Epoch[22] Iter[70/186] Loss: 0.289, Acc: 0.967, Base Lr: 7.36e-03
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2024-05-10 15:28:29 transreid.train INFO: Epoch[22] Iter[110/186] Loss: 0.266, Acc: 0.970, Base Lr: 7.36e-03
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2024-05-10 15:28:44 transreid.train INFO: Epoch[22] Iter[140/186] Loss: 0.259, Acc: 0.970, Base Lr: 7.36e-03
2024-05-10 15:28:49 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 0.254, Acc: 0.971, Base Lr: 7.36e-03
2024-05-10 15:28:54 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.248, Acc: 0.972, Base Lr: 7.36e-03
2024-05-10 15:28:59 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.245, Acc: 0.972, Base Lr: 7.36e-03
2024-05-10 15:29:04 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 0.237, Acc: 0.973, Base Lr: 7.36e-03
2024-05-10 15:29:05 transreid.train INFO: Epoch 22 done. Time per epoch: 91.120[s] Speed: 128.5[samples/s]
2024-05-10 15:29:11 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.374, Acc: 0.944, Base Lr: 7.30e-03
2024-05-10 15:29:16 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.334, Acc: 0.958, Base Lr: 7.30e-03
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2024-05-10 15:29:51 transreid.train INFO: Epoch[23] Iter[90/186] Loss: 0.230, Acc: 0.968, Base Lr: 7.30e-03
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2024-05-10 15:30:00 transreid.train INFO: Epoch[23] Iter[110/186] Loss: 0.223, Acc: 0.970, Base Lr: 7.30e-03
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2024-05-10 15:30:36 transreid.train INFO: Epoch 23 done. Time per epoch: 90.958[s] Speed: 128.8[samples/s]
2024-05-10 15:30:42 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.229, Acc: 0.966, Base Lr: 7.24e-03
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2024-05-10 15:32:01 transreid.train INFO: Epoch[24] Iter[170/186] Loss: 0.171, Acc: 0.982, Base Lr: 7.24e-03
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2024-05-10 15:32:08 transreid.train INFO: Epoch 24 done. Time per epoch: 91.659[s] Speed: 128.5[samples/s]
2024-05-10 15:32:14 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.199, Acc: 0.972, Base Lr: 7.18e-03
2024-05-10 15:32:19 transreid.train INFO: Epoch[25] Iter[20/186] Loss: 0.191, Acc: 0.973, Base Lr: 7.18e-03
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2024-05-10 15:33:03 transreid.train INFO: Epoch[25] Iter[110/186] Loss: 0.173, Acc: 0.980, Base Lr: 7.18e-03
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2024-05-10 15:33:27 transreid.train INFO: Epoch[25] Iter[160/186] Loss: 0.162, Acc: 0.982, Base Lr: 7.18e-03
2024-05-10 15:33:32 transreid.train INFO: Epoch[25] Iter[170/186] Loss: 0.161, Acc: 0.982, Base Lr: 7.18e-03
2024-05-10 15:33:37 transreid.train INFO: Epoch[25] Iter[180/186] Loss: 0.157, Acc: 0.983, Base Lr: 7.18e-03
2024-05-10 15:33:39 transreid.train INFO: Epoch 25 done. Time per epoch: 90.670[s] Speed: 129.2[samples/s]
2024-05-10 15:33:44 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.201, Acc: 0.970, Base Lr: 7.11e-03
2024-05-10 15:33:49 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 0.238, Acc: 0.965, Base Lr: 7.11e-03
2024-05-10 15:33:54 transreid.train INFO: Epoch[26] Iter[30/186] Loss: 0.225, Acc: 0.969, Base Lr: 7.11e-03
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2024-05-10 15:34:04 transreid.train INFO: Epoch[26] Iter[50/186] Loss: 0.200, Acc: 0.974, Base Lr: 7.11e-03
2024-05-10 15:34:09 transreid.train INFO: Epoch[26] Iter[60/186] Loss: 0.196, Acc: 0.976, Base Lr: 7.11e-03
2024-05-10 15:34:14 transreid.train INFO: Epoch[26] Iter[70/186] Loss: 0.191, Acc: 0.977, Base Lr: 7.11e-03
2024-05-10 15:34:19 transreid.train INFO: Epoch[26] Iter[80/186] Loss: 0.188, Acc: 0.976, Base Lr: 7.11e-03
2024-05-10 15:34:24 transreid.train INFO: Epoch[26] Iter[90/186] Loss: 0.183, Acc: 0.977, Base Lr: 7.11e-03
2024-05-10 15:34:29 transreid.train INFO: Epoch[26] Iter[100/186] Loss: 0.179, Acc: 0.978, Base Lr: 7.11e-03
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2024-05-10 15:34:38 transreid.train INFO: Epoch[26] Iter[120/186] Loss: 0.171, Acc: 0.979, Base Lr: 7.11e-03
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2024-05-10 15:34:48 transreid.train INFO: Epoch[26] Iter[140/186] Loss: 0.163, Acc: 0.981, Base Lr: 7.11e-03
2024-05-10 15:34:53 transreid.train INFO: Epoch[26] Iter[150/186] Loss: 0.160, Acc: 0.981, Base Lr: 7.11e-03
2024-05-10 15:34:58 transreid.train INFO: Epoch[26] Iter[160/186] Loss: 0.159, Acc: 0.981, Base Lr: 7.11e-03
2024-05-10 15:35:03 transreid.train INFO: Epoch[26] Iter[170/186] Loss: 0.157, Acc: 0.981, Base Lr: 7.11e-03
2024-05-10 15:35:08 transreid.train INFO: Epoch[26] Iter[180/186] Loss: 0.153, Acc: 0.982, Base Lr: 7.11e-03
2024-05-10 15:35:10 transreid.train INFO: Epoch 26 done. Time per epoch: 90.838[s] Speed: 128.9[samples/s]
2024-05-10 15:35:15 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.228, Acc: 0.966, Base Lr: 7.04e-03
2024-05-10 15:35:20 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.178, Acc: 0.975, Base Lr: 7.04e-03
2024-05-10 15:35:25 transreid.train INFO: Epoch[27] Iter[30/186] Loss: 0.188, Acc: 0.976, Base Lr: 7.04e-03
2024-05-10 15:35:30 transreid.train INFO: Epoch[27] Iter[40/186] Loss: 0.174, Acc: 0.978, Base Lr: 7.04e-03
2024-05-10 15:35:35 transreid.train INFO: Epoch[27] Iter[50/186] Loss: 0.173, Acc: 0.976, Base Lr: 7.04e-03
2024-05-10 15:35:40 transreid.train INFO: Epoch[27] Iter[60/186] Loss: 0.171, Acc: 0.977, Base Lr: 7.04e-03
2024-05-10 15:35:45 transreid.train INFO: Epoch[27] Iter[70/186] Loss: 0.178, Acc: 0.977, Base Lr: 7.04e-03
2024-05-10 15:35:50 transreid.train INFO: Epoch[27] Iter[80/186] Loss: 0.179, Acc: 0.977, Base Lr: 7.04e-03
2024-05-10 15:35:55 transreid.train INFO: Epoch[27] Iter[90/186] Loss: 0.172, Acc: 0.979, Base Lr: 7.04e-03
2024-05-10 15:36:00 transreid.train INFO: Epoch[27] Iter[100/186] Loss: 0.168, Acc: 0.980, Base Lr: 7.04e-03
2024-05-10 15:36:05 transreid.train INFO: Epoch[27] Iter[110/186] Loss: 0.161, Acc: 0.981, Base Lr: 7.04e-03
2024-05-10 15:36:10 transreid.train INFO: Epoch[27] Iter[120/186] Loss: 0.160, Acc: 0.981, Base Lr: 7.04e-03
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2024-05-10 15:36:20 transreid.train INFO: Epoch[27] Iter[140/186] Loss: 0.156, Acc: 0.981, Base Lr: 7.04e-03
2024-05-10 15:36:25 transreid.train INFO: Epoch[27] Iter[150/186] Loss: 0.155, Acc: 0.981, Base Lr: 7.04e-03
2024-05-10 15:36:30 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 0.153, Acc: 0.981, Base Lr: 7.04e-03
2024-05-10 15:36:35 transreid.train INFO: Epoch[27] Iter[170/186] Loss: 0.149, Acc: 0.982, Base Lr: 7.04e-03
2024-05-10 15:36:40 transreid.train INFO: Epoch[27] Iter[180/186] Loss: 0.145, Acc: 0.983, Base Lr: 7.04e-03
2024-05-10 15:36:41 transreid.train INFO: Epoch 27 done. Time per epoch: 91.875[s] Speed: 127.5[samples/s]
2024-05-10 15:36:47 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.207, Acc: 0.980, Base Lr: 6.97e-03
2024-05-10 15:36:52 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.171, Acc: 0.980, Base Lr: 6.97e-03
2024-05-10 15:36:57 transreid.train INFO: Epoch[28] Iter[30/186] Loss: 0.167, Acc: 0.983, Base Lr: 6.97e-03
2024-05-10 15:37:02 transreid.train INFO: Epoch[28] Iter[40/186] Loss: 0.162, Acc: 0.985, Base Lr: 6.97e-03
2024-05-10 15:37:07 transreid.train INFO: Epoch[28] Iter[50/186] Loss: 0.163, Acc: 0.985, Base Lr: 6.97e-03
2024-05-10 15:37:12 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 0.161, Acc: 0.984, Base Lr: 6.97e-03
2024-05-10 15:37:16 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 0.156, Acc: 0.985, Base Lr: 6.97e-03
2024-05-10 15:37:21 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 0.151, Acc: 0.985, Base Lr: 6.97e-03
2024-05-10 15:37:26 transreid.train INFO: Epoch[28] Iter[90/186] Loss: 0.148, Acc: 0.985, Base Lr: 6.97e-03
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2024-05-10 15:37:56 transreid.train INFO: Epoch[28] Iter[150/186] Loss: 0.141, Acc: 0.985, Base Lr: 6.97e-03
2024-05-10 15:38:01 transreid.train INFO: Epoch[28] Iter[160/186] Loss: 0.141, Acc: 0.985, Base Lr: 6.97e-03
2024-05-10 15:38:06 transreid.train INFO: Epoch[28] Iter[170/186] Loss: 0.139, Acc: 0.986, Base Lr: 6.97e-03
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2024-05-10 15:38:12 transreid.train INFO: Epoch 28 done. Time per epoch: 90.619[s] Speed: 129.2[samples/s]
2024-05-10 15:38:18 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.225, Acc: 0.966, Base Lr: 6.90e-03
2024-05-10 15:38:23 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 0.184, Acc: 0.978, Base Lr: 6.90e-03
2024-05-10 15:38:28 transreid.train INFO: Epoch[29] Iter[30/186] Loss: 0.174, Acc: 0.981, Base Lr: 6.90e-03
2024-05-10 15:38:33 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 0.162, Acc: 0.984, Base Lr: 6.90e-03
2024-05-10 15:38:38 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 0.156, Acc: 0.984, Base Lr: 6.90e-03
2024-05-10 15:38:43 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 0.145, Acc: 0.985, Base Lr: 6.90e-03
2024-05-10 15:38:48 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.149, Acc: 0.984, Base Lr: 6.90e-03
2024-05-10 15:38:53 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.146, Acc: 0.984, Base Lr: 6.90e-03
2024-05-10 15:38:58 transreid.train INFO: Epoch[29] Iter[90/186] Loss: 0.141, Acc: 0.984, Base Lr: 6.90e-03
2024-05-10 15:39:02 transreid.train INFO: Epoch[29] Iter[100/186] Loss: 0.137, Acc: 0.985, Base Lr: 6.90e-03
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2024-05-10 15:39:32 transreid.train INFO: Epoch[29] Iter[160/186] Loss: 0.124, Acc: 0.986, Base Lr: 6.90e-03
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2024-05-10 15:39:42 transreid.train INFO: Epoch[29] Iter[180/186] Loss: 0.118, Acc: 0.987, Base Lr: 6.90e-03
2024-05-10 15:39:43 transreid.train INFO: Epoch 29 done. Time per epoch: 91.375[s] Speed: 128.2[samples/s]
2024-05-10 15:39:49 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.095, Acc: 0.994, Base Lr: 6.83e-03
2024-05-10 15:39:54 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.108, Acc: 0.986, Base Lr: 6.83e-03
2024-05-10 15:39:59 transreid.train INFO: Epoch[30] Iter[30/186] Loss: 0.113, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 15:40:04 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 0.112, Acc: 0.987, Base Lr: 6.83e-03
2024-05-10 15:40:09 transreid.train INFO: Epoch[30] Iter[50/186] Loss: 0.111, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 15:40:14 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 0.114, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 15:40:19 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.111, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 15:40:24 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.110, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 15:40:29 transreid.train INFO: Epoch[30] Iter[90/186] Loss: 0.109, Acc: 0.989, Base Lr: 6.83e-03
2024-05-10 15:40:33 transreid.train INFO: Epoch[30] Iter[100/186] Loss: 0.112, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 15:40:38 transreid.train INFO: Epoch[30] Iter[110/186] Loss: 0.110, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 15:40:43 transreid.train INFO: Epoch[30] Iter[120/186] Loss: 0.112, Acc: 0.988, Base Lr: 6.83e-03
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2024-05-10 15:40:58 transreid.train INFO: Epoch[30] Iter[150/186] Loss: 0.108, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 15:41:03 transreid.train INFO: Epoch[30] Iter[160/186] Loss: 0.108, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 15:41:08 transreid.train INFO: Epoch[30] Iter[170/186] Loss: 0.107, Acc: 0.987, Base Lr: 6.83e-03
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2024-05-10 15:41:15 transreid.train INFO: Epoch 30 done. Time per epoch: 91.455[s] Speed: 128.8[samples/s]
2024-05-10 15:41:20 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.116, Acc: 0.991, Base Lr: 6.76e-03
2024-05-10 15:41:25 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 0.113, Acc: 0.992, Base Lr: 6.76e-03
2024-05-10 15:41:30 transreid.train INFO: Epoch[31] Iter[30/186] Loss: 0.132, Acc: 0.988, Base Lr: 6.76e-03
2024-05-10 15:41:35 transreid.train INFO: Epoch[31] Iter[40/186] Loss: 0.134, Acc: 0.988, Base Lr: 6.76e-03
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2024-05-10 15:41:45 transreid.train INFO: Epoch[31] Iter[60/186] Loss: 0.128, Acc: 0.988, Base Lr: 6.76e-03
2024-05-10 15:41:50 transreid.train INFO: Epoch[31] Iter[70/186] Loss: 0.125, Acc: 0.988, Base Lr: 6.76e-03
2024-05-10 15:41:55 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 0.125, Acc: 0.987, Base Lr: 6.76e-03
2024-05-10 15:42:00 transreid.train INFO: Epoch[31] Iter[90/186] Loss: 0.123, Acc: 0.987, Base Lr: 6.76e-03
2024-05-10 15:42:05 transreid.train INFO: Epoch[31] Iter[100/186] Loss: 0.120, Acc: 0.987, Base Lr: 6.76e-03
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2024-05-10 15:42:45 transreid.train INFO: Epoch 31 done. Time per epoch: 90.358[s] Speed: 128.9[samples/s]
2024-05-10 15:42:51 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.141, Acc: 0.977, Base Lr: 6.68e-03
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2024-05-10 15:43:50 transreid.train INFO: Epoch[32] Iter[130/186] Loss: 0.089, Acc: 0.991, Base Lr: 6.68e-03
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2024-05-10 15:44:00 transreid.train INFO: Epoch[32] Iter[150/186] Loss: 0.087, Acc: 0.991, Base Lr: 6.68e-03
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2024-05-10 15:44:16 transreid.train INFO: Epoch 32 done. Time per epoch: 90.737[s] Speed: 129.1[samples/s]
2024-05-10 15:44:22 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.111, Acc: 0.983, Base Lr: 6.60e-03
2024-05-10 15:44:26 transreid.train INFO: Epoch[33] Iter[20/186] Loss: 0.103, Acc: 0.988, Base Lr: 6.60e-03
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2024-05-10 15:45:47 transreid.train INFO: Epoch 33 done. Time per epoch: 91.258[s] Speed: 129.0[samples/s]
2024-05-10 15:45:53 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.119, Acc: 0.989, Base Lr: 6.52e-03
2024-05-10 15:45:58 transreid.train INFO: Epoch[34] Iter[20/186] Loss: 0.113, Acc: 0.991, Base Lr: 6.52e-03
2024-05-10 15:46:03 transreid.train INFO: Epoch[34] Iter[30/186] Loss: 0.114, Acc: 0.990, Base Lr: 6.52e-03
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2024-05-10 15:46:17 transreid.train INFO: Epoch[34] Iter[60/186] Loss: 0.103, Acc: 0.988, Base Lr: 6.52e-03
2024-05-10 15:46:22 transreid.train INFO: Epoch[34] Iter[70/186] Loss: 0.101, Acc: 0.988, Base Lr: 6.52e-03
2024-05-10 15:46:27 transreid.train INFO: Epoch[34] Iter[80/186] Loss: 0.097, Acc: 0.988, Base Lr: 6.52e-03
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2024-05-10 15:46:37 transreid.train INFO: Epoch[34] Iter[100/186] Loss: 0.093, Acc: 0.988, Base Lr: 6.52e-03
2024-05-10 15:46:42 transreid.train INFO: Epoch[34] Iter[110/186] Loss: 0.091, Acc: 0.989, Base Lr: 6.52e-03
2024-05-10 15:46:47 transreid.train INFO: Epoch[34] Iter[120/186] Loss: 0.089, Acc: 0.990, Base Lr: 6.52e-03
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2024-05-10 15:47:02 transreid.train INFO: Epoch[34] Iter[150/186] Loss: 0.085, Acc: 0.990, Base Lr: 6.52e-03
2024-05-10 15:47:07 transreid.train INFO: Epoch[34] Iter[160/186] Loss: 0.082, Acc: 0.991, Base Lr: 6.52e-03
2024-05-10 15:47:11 transreid.train INFO: Epoch[34] Iter[170/186] Loss: 0.082, Acc: 0.991, Base Lr: 6.52e-03
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2024-05-10 15:47:18 transreid.train INFO: Epoch 34 done. Time per epoch: 91.141[s] Speed: 129.2[samples/s]
2024-05-10 15:47:24 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.172, Acc: 0.981, Base Lr: 6.44e-03
2024-05-10 15:47:29 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.128, Acc: 0.984, Base Lr: 6.44e-03
2024-05-10 15:47:34 transreid.train INFO: Epoch[35] Iter[30/186] Loss: 0.129, Acc: 0.983, Base Lr: 6.44e-03
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2024-05-10 15:47:44 transreid.train INFO: Epoch[35] Iter[50/186] Loss: 0.121, Acc: 0.985, Base Lr: 6.44e-03
2024-05-10 15:47:49 transreid.train INFO: Epoch[35] Iter[60/186] Loss: 0.112, Acc: 0.986, Base Lr: 6.44e-03
2024-05-10 15:47:53 transreid.train INFO: Epoch[35] Iter[70/186] Loss: 0.112, Acc: 0.988, Base Lr: 6.44e-03
2024-05-10 15:47:58 transreid.train INFO: Epoch[35] Iter[80/186] Loss: 0.107, Acc: 0.988, Base Lr: 6.44e-03
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2024-05-10 15:48:08 transreid.train INFO: Epoch[35] Iter[100/186] Loss: 0.105, Acc: 0.989, Base Lr: 6.44e-03
2024-05-10 15:48:13 transreid.train INFO: Epoch[35] Iter[110/186] Loss: 0.103, Acc: 0.989, Base Lr: 6.44e-03
2024-05-10 15:48:18 transreid.train INFO: Epoch[35] Iter[120/186] Loss: 0.100, Acc: 0.990, Base Lr: 6.44e-03
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2024-05-10 15:48:33 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.094, Acc: 0.990, Base Lr: 6.44e-03
2024-05-10 15:48:38 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.093, Acc: 0.990, Base Lr: 6.44e-03
2024-05-10 15:48:43 transreid.train INFO: Epoch[35] Iter[170/186] Loss: 0.092, Acc: 0.991, Base Lr: 6.44e-03
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2024-05-10 15:48:49 transreid.train INFO: Epoch 35 done. Time per epoch: 91.116[s] Speed: 129.2[samples/s]
2024-05-10 15:48:55 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.079, Acc: 0.992, Base Lr: 6.35e-03
2024-05-10 15:49:00 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.103, Acc: 0.991, Base Lr: 6.35e-03
2024-05-10 15:49:05 transreid.train INFO: Epoch[36] Iter[30/186] Loss: 0.097, Acc: 0.992, Base Lr: 6.35e-03
2024-05-10 15:49:10 transreid.train INFO: Epoch[36] Iter[40/186] Loss: 0.101, Acc: 0.992, Base Lr: 6.35e-03
2024-05-10 15:49:15 transreid.train INFO: Epoch[36] Iter[50/186] Loss: 0.100, Acc: 0.992, Base Lr: 6.35e-03
2024-05-10 15:49:20 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.096, Acc: 0.991, Base Lr: 6.35e-03
2024-05-10 15:49:25 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 0.093, Acc: 0.992, Base Lr: 6.35e-03
2024-05-10 15:49:29 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.095, Acc: 0.991, Base Lr: 6.35e-03
2024-05-10 15:49:34 transreid.train INFO: Epoch[36] Iter[90/186] Loss: 0.094, Acc: 0.992, Base Lr: 6.35e-03
2024-05-10 15:49:39 transreid.train INFO: Epoch[36] Iter[100/186] Loss: 0.091, Acc: 0.992, Base Lr: 6.35e-03
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2024-05-10 15:49:49 transreid.train INFO: Epoch[36] Iter[120/186] Loss: 0.089, Acc: 0.991, Base Lr: 6.35e-03
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2024-05-10 15:50:04 transreid.train INFO: Epoch[36] Iter[150/186] Loss: 0.087, Acc: 0.991, Base Lr: 6.35e-03
2024-05-10 15:50:09 transreid.train INFO: Epoch[36] Iter[160/186] Loss: 0.087, Acc: 0.991, Base Lr: 6.35e-03
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2024-05-10 15:50:21 transreid.train INFO: Epoch 36 done. Time per epoch: 91.929[s] Speed: 128.1[samples/s]
2024-05-10 15:50:27 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.107, Acc: 0.983, Base Lr: 6.27e-03
2024-05-10 15:50:32 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 0.093, Acc: 0.985, Base Lr: 6.27e-03
2024-05-10 15:50:37 transreid.train INFO: Epoch[37] Iter[30/186] Loss: 0.088, Acc: 0.988, Base Lr: 6.27e-03
2024-05-10 15:50:42 transreid.train INFO: Epoch[37] Iter[40/186] Loss: 0.088, Acc: 0.988, Base Lr: 6.27e-03
2024-05-10 15:50:47 transreid.train INFO: Epoch[37] Iter[50/186] Loss: 0.082, Acc: 0.990, Base Lr: 6.27e-03
2024-05-10 15:50:52 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 0.079, Acc: 0.991, Base Lr: 6.27e-03
2024-05-10 15:50:57 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.075, Acc: 0.992, Base Lr: 6.27e-03
2024-05-10 15:51:02 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.074, Acc: 0.992, Base Lr: 6.27e-03
2024-05-10 15:51:07 transreid.train INFO: Epoch[37] Iter[90/186] Loss: 0.073, Acc: 0.992, Base Lr: 6.27e-03
2024-05-10 15:51:12 transreid.train INFO: Epoch[37] Iter[100/186] Loss: 0.070, Acc: 0.993, Base Lr: 6.27e-03
2024-05-10 15:51:17 transreid.train INFO: Epoch[37] Iter[110/186] Loss: 0.072, Acc: 0.993, Base Lr: 6.27e-03
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2024-05-10 15:51:37 transreid.train INFO: Epoch[37] Iter[150/186] Loss: 0.069, Acc: 0.993, Base Lr: 6.27e-03
2024-05-10 15:51:41 transreid.train INFO: Epoch[37] Iter[160/186] Loss: 0.067, Acc: 0.994, Base Lr: 6.27e-03
2024-05-10 15:51:46 transreid.train INFO: Epoch[37] Iter[170/186] Loss: 0.065, Acc: 0.994, Base Lr: 6.27e-03
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2024-05-10 15:51:53 transreid.train INFO: Epoch 37 done. Time per epoch: 91.944[s] Speed: 128.1[samples/s]
2024-05-10 15:51:59 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.091, Acc: 0.992, Base Lr: 6.18e-03
2024-05-10 15:52:04 transreid.train INFO: Epoch[38] Iter[20/186] Loss: 0.079, Acc: 0.993, Base Lr: 6.18e-03
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2024-05-10 15:52:19 transreid.train INFO: Epoch[38] Iter[50/186] Loss: 0.082, Acc: 0.991, Base Lr: 6.18e-03
2024-05-10 15:52:24 transreid.train INFO: Epoch[38] Iter[60/186] Loss: 0.078, Acc: 0.991, Base Lr: 6.18e-03
2024-05-10 15:52:28 transreid.train INFO: Epoch[38] Iter[70/186] Loss: 0.076, Acc: 0.992, Base Lr: 6.18e-03
2024-05-10 15:52:33 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.076, Acc: 0.992, Base Lr: 6.18e-03
2024-05-10 15:52:38 transreid.train INFO: Epoch[38] Iter[90/186] Loss: 0.074, Acc: 0.993, Base Lr: 6.18e-03
2024-05-10 15:52:43 transreid.train INFO: Epoch[38] Iter[100/186] Loss: 0.075, Acc: 0.992, Base Lr: 6.18e-03
2024-05-10 15:52:48 transreid.train INFO: Epoch[38] Iter[110/186] Loss: 0.075, Acc: 0.992, Base Lr: 6.18e-03
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2024-05-10 15:53:03 transreid.train INFO: Epoch[38] Iter[140/186] Loss: 0.071, Acc: 0.992, Base Lr: 6.18e-03
2024-05-10 15:53:08 transreid.train INFO: Epoch[38] Iter[150/186] Loss: 0.068, Acc: 0.993, Base Lr: 6.18e-03
2024-05-10 15:53:13 transreid.train INFO: Epoch[38] Iter[160/186] Loss: 0.066, Acc: 0.993, Base Lr: 6.18e-03
2024-05-10 15:53:18 transreid.train INFO: Epoch[38] Iter[170/186] Loss: 0.066, Acc: 0.993, Base Lr: 6.18e-03
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2024-05-10 15:53:24 transreid.train INFO: Epoch 38 done. Time per epoch: 90.762[s] Speed: 129.0[samples/s]
2024-05-10 15:53:30 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.073, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 15:53:35 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.081, Acc: 0.992, Base Lr: 6.09e-03
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2024-05-10 15:53:54 transreid.train INFO: Epoch[39] Iter[60/186] Loss: 0.076, Acc: 0.992, Base Lr: 6.09e-03
2024-05-10 15:53:59 transreid.train INFO: Epoch[39] Iter[70/186] Loss: 0.076, Acc: 0.992, Base Lr: 6.09e-03
2024-05-10 15:54:04 transreid.train INFO: Epoch[39] Iter[80/186] Loss: 0.075, Acc: 0.993, Base Lr: 6.09e-03
2024-05-10 15:54:09 transreid.train INFO: Epoch[39] Iter[90/186] Loss: 0.072, Acc: 0.993, Base Lr: 6.09e-03
2024-05-10 15:54:14 transreid.train INFO: Epoch[39] Iter[100/186] Loss: 0.071, Acc: 0.993, Base Lr: 6.09e-03
2024-05-10 15:54:19 transreid.train INFO: Epoch[39] Iter[110/186] Loss: 0.070, Acc: 0.993, Base Lr: 6.09e-03
2024-05-10 15:54:24 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.069, Acc: 0.993, Base Lr: 6.09e-03
2024-05-10 15:54:29 transreid.train INFO: Epoch[39] Iter[130/186] Loss: 0.068, Acc: 0.993, Base Lr: 6.09e-03
2024-05-10 15:54:34 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.066, Acc: 0.993, Base Lr: 6.09e-03
2024-05-10 15:54:39 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.065, Acc: 0.993, Base Lr: 6.09e-03
2024-05-10 15:54:44 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.063, Acc: 0.993, Base Lr: 6.09e-03
2024-05-10 15:54:48 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.062, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 15:54:53 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.060, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 15:54:55 transreid.train INFO: Epoch 39 done. Time per epoch: 90.805[s] Speed: 129.0[samples/s]
2024-05-10 15:55:01 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.096, Acc: 0.992, Base Lr: 6.00e-03
2024-05-10 15:55:06 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.079, Acc: 0.995, Base Lr: 6.00e-03
2024-05-10 15:55:11 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.076, Acc: 0.995, Base Lr: 6.00e-03
2024-05-10 15:55:16 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.081, Acc: 0.995, Base Lr: 6.00e-03
2024-05-10 15:55:21 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.075, Acc: 0.996, Base Lr: 6.00e-03
2024-05-10 15:55:26 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.080, Acc: 0.995, Base Lr: 6.00e-03
2024-05-10 15:55:31 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.076, Acc: 0.995, Base Lr: 6.00e-03
2024-05-10 15:55:36 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.076, Acc: 0.995, Base Lr: 6.00e-03
2024-05-10 15:55:41 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.075, Acc: 0.995, Base Lr: 6.00e-03
2024-05-10 15:55:45 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.074, Acc: 0.995, Base Lr: 6.00e-03
2024-05-10 15:55:50 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.073, Acc: 0.995, Base Lr: 6.00e-03
2024-05-10 15:55:55 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.072, Acc: 0.995, Base Lr: 6.00e-03
2024-05-10 15:56:00 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.070, Acc: 0.995, Base Lr: 6.00e-03
2024-05-10 15:56:05 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.070, Acc: 0.995, Base Lr: 6.00e-03
2024-05-10 15:56:10 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.070, Acc: 0.995, Base Lr: 6.00e-03
2024-05-10 15:56:15 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.069, Acc: 0.995, Base Lr: 6.00e-03
2024-05-10 15:56:20 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.067, Acc: 0.995, Base Lr: 6.00e-03
2024-05-10 15:56:25 transreid.train INFO: Epoch[40] Iter[180/186] Loss: 0.065, Acc: 0.995, Base Lr: 6.00e-03
2024-05-10 15:56:26 transreid.train INFO: Epoch 40 done. Time per epoch: 91.487[s] Speed: 128.0[samples/s]
2024-05-10 15:57:21 transreid.train INFO: Validation Results - Epoch: 40
2024-05-10 15:57:21 transreid.train INFO: mAP: 81.7%
2024-05-10 15:57:21 transreid.train INFO: CMC curve, Rank-1  :92.9%
2024-05-10 15:57:21 transreid.train INFO: CMC curve, Rank-5  :97.6%
2024-05-10 15:57:21 transreid.train INFO: CMC curve, Rank-10 :98.5%
2024-05-10 15:57:27 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.075, Acc: 0.991, Base Lr: 5.91e-03
2024-05-10 15:57:32 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.086, Acc: 0.992, Base Lr: 5.91e-03
2024-05-10 15:57:37 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.086, Acc: 0.992, Base Lr: 5.91e-03
2024-05-10 15:57:42 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.083, Acc: 0.993, Base Lr: 5.91e-03
2024-05-10 15:57:46 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.076, Acc: 0.993, Base Lr: 5.91e-03
2024-05-10 15:57:51 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.079, Acc: 0.992, Base Lr: 5.91e-03
2024-05-10 15:57:56 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.078, Acc: 0.992, Base Lr: 5.91e-03
2024-05-10 15:58:01 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.076, Acc: 0.992, Base Lr: 5.91e-03
2024-05-10 15:58:06 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.074, Acc: 0.993, Base Lr: 5.91e-03
2024-05-10 15:58:11 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.071, Acc: 0.993, Base Lr: 5.91e-03
2024-05-10 15:58:16 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.069, Acc: 0.993, Base Lr: 5.91e-03
2024-05-10 15:58:21 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.067, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 15:58:25 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.066, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 15:58:30 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.065, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 15:58:35 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.064, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 15:58:40 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.064, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 15:58:45 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.064, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 15:58:50 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.062, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 15:58:52 transreid.train INFO: Epoch 41 done. Time per epoch: 90.558[s] Speed: 130.0[samples/s]
2024-05-10 15:58:58 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.055, Acc: 0.992, Base Lr: 5.82e-03
2024-05-10 15:59:02 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.067, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 15:59:07 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.068, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 15:59:12 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.071, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 15:59:17 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.071, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 15:59:22 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.066, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 15:59:27 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.070, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 15:59:32 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.067, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 15:59:37 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.063, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 15:59:42 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.065, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 15:59:47 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.066, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 15:59:52 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.067, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 15:59:57 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.068, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 16:00:01 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.069, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 16:00:06 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.069, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 16:00:12 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.069, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 16:00:16 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.067, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 16:00:21 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.065, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 16:00:23 transreid.train INFO: Epoch 42 done. Time per epoch: 91.483[s] Speed: 128.7[samples/s]
2024-05-10 16:00:29 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.087, Acc: 0.984, Base Lr: 5.73e-03
2024-05-10 16:00:34 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.078, Acc: 0.988, Base Lr: 5.73e-03
2024-05-10 16:00:39 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.074, Acc: 0.991, Base Lr: 5.73e-03
2024-05-10 16:00:44 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.071, Acc: 0.991, Base Lr: 5.73e-03
2024-05-10 16:00:49 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.071, Acc: 0.990, Base Lr: 5.73e-03
2024-05-10 16:00:54 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.071, Acc: 0.990, Base Lr: 5.73e-03
2024-05-10 16:00:59 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.070, Acc: 0.991, Base Lr: 5.73e-03
2024-05-10 16:01:03 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.070, Acc: 0.992, Base Lr: 5.73e-03
2024-05-10 16:01:08 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.068, Acc: 0.992, Base Lr: 5.73e-03
2024-05-10 16:01:13 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.066, Acc: 0.993, Base Lr: 5.73e-03
2024-05-10 16:01:18 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.065, Acc: 0.993, Base Lr: 5.73e-03
2024-05-10 16:01:23 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.063, Acc: 0.993, Base Lr: 5.73e-03
2024-05-10 16:01:28 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.063, Acc: 0.993, Base Lr: 5.73e-03
2024-05-10 16:01:33 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.061, Acc: 0.993, Base Lr: 5.73e-03
2024-05-10 16:01:38 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.060, Acc: 0.993, Base Lr: 5.73e-03
2024-05-10 16:01:43 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.060, Acc: 0.993, Base Lr: 5.73e-03
2024-05-10 16:01:48 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.058, Acc: 0.993, Base Lr: 5.73e-03
2024-05-10 16:01:53 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.058, Acc: 0.994, Base Lr: 5.73e-03
2024-05-10 16:01:55 transreid.train INFO: Epoch 43 done. Time per epoch: 91.382[s] Speed: 128.9[samples/s]
2024-05-10 16:02:00 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.083, Acc: 0.992, Base Lr: 5.63e-03
2024-05-10 16:02:05 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.063, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 16:02:10 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.062, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 16:02:15 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.065, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 16:02:20 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.063, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 16:02:25 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.063, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 16:02:30 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.061, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 16:02:35 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.057, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 16:02:40 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.057, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 16:02:45 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.055, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 16:02:49 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.055, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 16:02:54 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.055, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 16:02:59 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.054, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 16:03:04 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.054, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 16:03:09 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.052, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 16:03:14 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.052, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 16:03:19 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.051, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 16:03:24 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 16:03:26 transreid.train INFO: Epoch 44 done. Time per epoch: 91.134[s] Speed: 129.2[samples/s]
2024-05-10 16:03:32 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 16:03:36 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.056, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 16:03:41 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.060, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 16:03:46 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.062, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 16:03:51 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.062, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 16:03:56 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.061, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 16:04:01 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.061, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 16:04:06 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.061, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 16:04:11 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.058, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 16:04:16 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.056, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 16:04:21 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.054, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 16:04:26 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.052, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 16:04:31 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.051, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 16:04:36 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 16:04:41 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 16:04:45 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 16:04:50 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 16:04:55 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 16:04:57 transreid.train INFO: Epoch 45 done. Time per epoch: 90.886[s] Speed: 128.9[samples/s]
2024-05-10 16:05:02 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.058, Acc: 0.992, Base Lr: 5.44e-03
2024-05-10 16:05:07 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.061, Acc: 0.991, Base Lr: 5.44e-03
2024-05-10 16:05:12 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.054, Acc: 0.993, Base Lr: 5.44e-03
2024-05-10 16:05:17 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.055, Acc: 0.993, Base Lr: 5.44e-03
2024-05-10 16:05:22 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.053, Acc: 0.994, Base Lr: 5.44e-03
2024-05-10 16:05:27 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.44e-03
2024-05-10 16:05:32 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.44e-03
2024-05-10 16:05:37 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 16:05:42 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 16:05:47 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 16:05:52 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 16:05:57 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 16:06:01 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 16:06:06 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.044, Acc: 0.997, Base Lr: 5.44e-03
2024-05-10 16:06:11 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.044, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 16:06:16 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 16:06:21 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.045, Acc: 0.997, Base Lr: 5.44e-03
2024-05-10 16:06:26 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.044, Acc: 0.997, Base Lr: 5.44e-03
2024-05-10 16:06:28 transreid.train INFO: Epoch 46 done. Time per epoch: 90.748[s] Speed: 129.1[samples/s]
2024-05-10 16:06:33 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.064, Acc: 0.995, Base Lr: 5.34e-03
2024-05-10 16:06:38 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.065, Acc: 0.996, Base Lr: 5.34e-03
2024-05-10 16:06:43 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.054, Acc: 0.997, Base Lr: 5.34e-03
2024-05-10 16:06:48 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.048, Acc: 0.997, Base Lr: 5.34e-03
2024-05-10 16:06:53 transreid.train INFO: Epoch[47] Iter[50/186] Loss: 0.047, Acc: 0.997, Base Lr: 5.34e-03
2024-05-10 16:06:58 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.045, Acc: 0.997, Base Lr: 5.34e-03
2024-05-10 16:07:03 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.043, Acc: 0.997, Base Lr: 5.34e-03
2024-05-10 16:07:08 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.34e-03
2024-05-10 16:07:13 transreid.train INFO: Epoch[47] Iter[90/186] Loss: 0.044, Acc: 0.997, Base Lr: 5.34e-03
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2024-05-10 16:07:59 transreid.train INFO: Epoch 47 done. Time per epoch: 91.396[s] Speed: 128.8[samples/s]
2024-05-10 16:08:05 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.065, Acc: 0.994, Base Lr: 5.24e-03
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2024-05-10 16:09:30 transreid.train INFO: Epoch 48 done. Time per epoch: 91.428[s] Speed: 128.8[samples/s]
2024-05-10 16:09:36 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.057, Acc: 0.992, Base Lr: 5.14e-03
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2024-05-10 16:11:01 transreid.train INFO: Epoch 49 done. Time per epoch: 90.413[s] Speed: 129.5[samples/s]
2024-05-10 16:11:06 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.054, Acc: 0.997, Base Lr: 5.04e-03
2024-05-10 16:11:11 transreid.train INFO: Epoch[50] Iter[20/186] Loss: 0.056, Acc: 0.996, Base Lr: 5.04e-03
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2024-05-10 16:11:41 transreid.train INFO: Epoch[50] Iter[80/186] Loss: 0.055, Acc: 0.996, Base Lr: 5.04e-03
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2024-05-10 16:12:01 transreid.train INFO: Epoch[50] Iter[120/186] Loss: 0.053, Acc: 0.996, Base Lr: 5.04e-03
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2024-05-10 16:12:15 transreid.train INFO: Epoch[50] Iter[150/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.04e-03
2024-05-10 16:12:20 transreid.train INFO: Epoch[50] Iter[160/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.04e-03
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2024-05-10 16:12:32 transreid.train INFO: Epoch 50 done. Time per epoch: 91.209[s] Speed: 129.1[samples/s]
2024-05-10 16:12:38 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.065, Acc: 0.991, Base Lr: 4.94e-03
2024-05-10 16:12:43 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.055, Acc: 0.993, Base Lr: 4.94e-03
2024-05-10 16:12:48 transreid.train INFO: Epoch[51] Iter[30/186] Loss: 0.048, Acc: 0.994, Base Lr: 4.94e-03
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2024-05-10 16:13:03 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 0.055, Acc: 0.995, Base Lr: 4.94e-03
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2024-05-10 16:13:12 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.053, Acc: 0.994, Base Lr: 4.94e-03
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2024-05-10 16:13:27 transreid.train INFO: Epoch[51] Iter[110/186] Loss: 0.049, Acc: 0.995, Base Lr: 4.94e-03
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2024-05-10 16:13:42 transreid.train INFO: Epoch[51] Iter[140/186] Loss: 0.046, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 16:13:47 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.045, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 16:13:52 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.044, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 16:13:57 transreid.train INFO: Epoch[51] Iter[170/186] Loss: 0.044, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 16:14:02 transreid.train INFO: Epoch[51] Iter[180/186] Loss: 0.043, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 16:14:04 transreid.train INFO: Epoch 51 done. Time per epoch: 91.576[s] Speed: 128.6[samples/s]
2024-05-10 16:14:09 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.057, Acc: 0.997, Base Lr: 4.84e-03
2024-05-10 16:14:14 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.047, Acc: 0.996, Base Lr: 4.84e-03
2024-05-10 16:14:19 transreid.train INFO: Epoch[52] Iter[30/186] Loss: 0.052, Acc: 0.996, Base Lr: 4.84e-03
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2024-05-10 16:14:34 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.047, Acc: 0.997, Base Lr: 4.84e-03
2024-05-10 16:14:39 transreid.train INFO: Epoch[52] Iter[70/186] Loss: 0.044, Acc: 0.997, Base Lr: 4.84e-03
2024-05-10 16:14:43 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.044, Acc: 0.997, Base Lr: 4.84e-03
2024-05-10 16:14:48 transreid.train INFO: Epoch[52] Iter[90/186] Loss: 0.044, Acc: 0.997, Base Lr: 4.84e-03
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2024-05-10 16:15:18 transreid.train INFO: Epoch[52] Iter[150/186] Loss: 0.045, Acc: 0.996, Base Lr: 4.84e-03
2024-05-10 16:15:23 transreid.train INFO: Epoch[52] Iter[160/186] Loss: 0.045, Acc: 0.996, Base Lr: 4.84e-03
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2024-05-10 16:15:34 transreid.train INFO: Epoch 52 done. Time per epoch: 90.887[s] Speed: 129.6[samples/s]
2024-05-10 16:15:40 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.057, Acc: 0.992, Base Lr: 4.74e-03
2024-05-10 16:15:45 transreid.train INFO: Epoch[53] Iter[20/186] Loss: 0.055, Acc: 0.995, Base Lr: 4.74e-03
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2024-05-10 16:16:05 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.052, Acc: 0.995, Base Lr: 4.74e-03
2024-05-10 16:16:09 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.050, Acc: 0.995, Base Lr: 4.74e-03
2024-05-10 16:16:14 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.049, Acc: 0.996, Base Lr: 4.74e-03
2024-05-10 16:16:19 transreid.train INFO: Epoch[53] Iter[90/186] Loss: 0.048, Acc: 0.996, Base Lr: 4.74e-03
2024-05-10 16:16:24 transreid.train INFO: Epoch[53] Iter[100/186] Loss: 0.046, Acc: 0.996, Base Lr: 4.74e-03
2024-05-10 16:16:29 transreid.train INFO: Epoch[53] Iter[110/186] Loss: 0.046, Acc: 0.996, Base Lr: 4.74e-03
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2024-05-10 16:16:39 transreid.train INFO: Epoch[53] Iter[130/186] Loss: 0.045, Acc: 0.996, Base Lr: 4.74e-03
2024-05-10 16:16:44 transreid.train INFO: Epoch[53] Iter[140/186] Loss: 0.043, Acc: 0.996, Base Lr: 4.74e-03
2024-05-10 16:16:49 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.042, Acc: 0.996, Base Lr: 4.74e-03
2024-05-10 16:16:54 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.041, Acc: 0.996, Base Lr: 4.74e-03
2024-05-10 16:16:59 transreid.train INFO: Epoch[53] Iter[170/186] Loss: 0.040, Acc: 0.997, Base Lr: 4.74e-03
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2024-05-10 16:17:05 transreid.train INFO: Epoch 53 done. Time per epoch: 90.990[s] Speed: 129.4[samples/s]
2024-05-10 16:17:11 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.056, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 16:17:16 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.055, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 16:17:21 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.056, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 16:17:26 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 0.057, Acc: 0.995, Base Lr: 4.63e-03
2024-05-10 16:17:31 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.053, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 16:17:36 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.051, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 16:17:41 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.049, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 16:17:46 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.047, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 16:17:51 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.050, Acc: 0.995, Base Lr: 4.63e-03
2024-05-10 16:17:55 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.048, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 16:18:00 transreid.train INFO: Epoch[54] Iter[110/186] Loss: 0.047, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 16:18:05 transreid.train INFO: Epoch[54] Iter[120/186] Loss: 0.045, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 16:18:10 transreid.train INFO: Epoch[54] Iter[130/186] Loss: 0.044, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 16:18:15 transreid.train INFO: Epoch[54] Iter[140/186] Loss: 0.042, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 16:18:20 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.043, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 16:18:25 transreid.train INFO: Epoch[54] Iter[160/186] Loss: 0.042, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 16:18:30 transreid.train INFO: Epoch[54] Iter[170/186] Loss: 0.041, Acc: 0.996, Base Lr: 4.63e-03
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2024-05-10 16:18:37 transreid.train INFO: Epoch 54 done. Time per epoch: 91.364[s] Speed: 128.9[samples/s]
2024-05-10 16:18:42 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.038, Acc: 0.995, Base Lr: 4.53e-03
2024-05-10 16:18:47 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.043, Acc: 0.995, Base Lr: 4.53e-03
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2024-05-10 16:19:02 transreid.train INFO: Epoch[55] Iter[50/186] Loss: 0.048, Acc: 0.994, Base Lr: 4.53e-03
2024-05-10 16:19:07 transreid.train INFO: Epoch[55] Iter[60/186] Loss: 0.048, Acc: 0.995, Base Lr: 4.53e-03
2024-05-10 16:19:12 transreid.train INFO: Epoch[55] Iter[70/186] Loss: 0.045, Acc: 0.995, Base Lr: 4.53e-03
2024-05-10 16:19:17 transreid.train INFO: Epoch[55] Iter[80/186] Loss: 0.048, Acc: 0.995, Base Lr: 4.53e-03
2024-05-10 16:19:22 transreid.train INFO: Epoch[55] Iter[90/186] Loss: 0.047, Acc: 0.994, Base Lr: 4.53e-03
2024-05-10 16:19:27 transreid.train INFO: Epoch[55] Iter[100/186] Loss: 0.047, Acc: 0.994, Base Lr: 4.53e-03
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2024-05-10 16:20:08 transreid.train INFO: Epoch 55 done. Time per epoch: 91.141[s] Speed: 128.5[samples/s]
2024-05-10 16:20:14 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.059, Acc: 0.995, Base Lr: 4.43e-03
2024-05-10 16:20:19 transreid.train INFO: Epoch[56] Iter[20/186] Loss: 0.043, Acc: 0.998, Base Lr: 4.43e-03
2024-05-10 16:20:23 transreid.train INFO: Epoch[56] Iter[30/186] Loss: 0.044, Acc: 0.998, Base Lr: 4.43e-03
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2024-05-10 16:20:48 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.041, Acc: 0.997, Base Lr: 4.43e-03
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2024-05-10 16:20:58 transreid.train INFO: Epoch[56] Iter[100/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 16:21:03 transreid.train INFO: Epoch[56] Iter[110/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 16:21:08 transreid.train INFO: Epoch[56] Iter[120/186] Loss: 0.038, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 16:21:13 transreid.train INFO: Epoch[56] Iter[130/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 16:21:18 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.038, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 16:21:22 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.036, Acc: 0.998, Base Lr: 4.43e-03
2024-05-10 16:21:27 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 16:21:32 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 16:21:37 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 16:21:39 transreid.train INFO: Epoch 56 done. Time per epoch: 90.709[s] Speed: 129.1[samples/s]
2024-05-10 16:21:44 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.026, Acc: 1.000, Base Lr: 4.32e-03
2024-05-10 16:21:49 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.031, Acc: 1.000, Base Lr: 4.32e-03
2024-05-10 16:21:54 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.033, Acc: 0.999, Base Lr: 4.32e-03
2024-05-10 16:21:59 transreid.train INFO: Epoch[57] Iter[40/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.32e-03
2024-05-10 16:22:04 transreid.train INFO: Epoch[57] Iter[50/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.32e-03
2024-05-10 16:22:09 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.32e-03
2024-05-10 16:22:14 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.32e-03
2024-05-10 16:22:19 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.32e-03
2024-05-10 16:22:24 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.32e-03
2024-05-10 16:22:28 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.32e-03
2024-05-10 16:22:33 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 16:22:38 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 16:22:43 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 16:22:48 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 16:22:53 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 16:22:58 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 16:23:03 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 16:23:08 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 16:23:10 transreid.train INFO: Epoch 57 done. Time per epoch: 90.969[s] Speed: 129.5[samples/s]
2024-05-10 16:23:15 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.22e-03
2024-05-10 16:23:20 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.035, Acc: 0.998, Base Lr: 4.22e-03
2024-05-10 16:23:25 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.22e-03
2024-05-10 16:23:30 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.22e-03
2024-05-10 16:23:35 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.031, Acc: 0.998, Base Lr: 4.22e-03
2024-05-10 16:23:40 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 16:23:45 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.031, Acc: 0.998, Base Lr: 4.22e-03
2024-05-10 16:23:50 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 16:23:54 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 16:23:59 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 16:24:04 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 16:24:09 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 16:24:14 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 16:24:19 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 16:24:24 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 16:24:29 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 16:24:34 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 16:24:39 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 16:24:40 transreid.train INFO: Epoch 58 done. Time per epoch: 90.530[s] Speed: 129.4[samples/s]
2024-05-10 16:24:46 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.029, Acc: 1.000, Base Lr: 4.11e-03
2024-05-10 16:24:51 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 16:24:56 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.044, Acc: 0.997, Base Lr: 4.11e-03
2024-05-10 16:25:00 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.038, Acc: 0.997, Base Lr: 4.11e-03
2024-05-10 16:25:05 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.040, Acc: 0.997, Base Lr: 4.11e-03
2024-05-10 16:25:10 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.039, Acc: 0.996, Base Lr: 4.11e-03
2024-05-10 16:25:15 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.039, Acc: 0.996, Base Lr: 4.11e-03
2024-05-10 16:25:20 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.038, Acc: 0.996, Base Lr: 4.11e-03
2024-05-10 16:25:25 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.11e-03
2024-05-10 16:25:30 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.11e-03
2024-05-10 16:25:35 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.035, Acc: 0.996, Base Lr: 4.11e-03
2024-05-10 16:25:40 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.035, Acc: 0.996, Base Lr: 4.11e-03
2024-05-10 16:25:45 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.11e-03
2024-05-10 16:25:50 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.034, Acc: 0.996, Base Lr: 4.11e-03
2024-05-10 16:25:55 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.035, Acc: 0.996, Base Lr: 4.11e-03
2024-05-10 16:25:59 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.034, Acc: 0.996, Base Lr: 4.11e-03
2024-05-10 16:26:04 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.11e-03
2024-05-10 16:26:09 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.11e-03
2024-05-10 16:26:11 transreid.train INFO: Epoch 59 done. Time per epoch: 91.111[s] Speed: 129.2[samples/s]
2024-05-10 16:26:17 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.050, Acc: 0.994, Base Lr: 4.01e-03
2024-05-10 16:26:22 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.050, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 16:26:27 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.048, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 16:26:32 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.047, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 16:26:36 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.044, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 16:26:41 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.043, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 16:26:46 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.042, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 16:26:51 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.040, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 16:26:56 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.039, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 16:27:01 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.039, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 16:27:06 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.038, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 16:27:11 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 16:27:16 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 16:27:21 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 16:27:26 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 16:27:30 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 16:27:35 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 16:27:40 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 16:27:42 transreid.train INFO: Epoch 60 done. Time per epoch: 90.411[s] Speed: 129.5[samples/s]
2024-05-10 16:28:36 transreid.train INFO: Validation Results - Epoch: 60
2024-05-10 16:28:36 transreid.train INFO: mAP: 83.8%
2024-05-10 16:28:36 transreid.train INFO: CMC curve, Rank-1  :93.3%
2024-05-10 16:28:36 transreid.train INFO: CMC curve, Rank-5  :97.7%
2024-05-10 16:28:36 transreid.train INFO: CMC curve, Rank-10 :98.6%
2024-05-10 16:28:42 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.041, Acc: 0.997, Base Lr: 3.90e-03
2024-05-10 16:28:47 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.029, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 16:28:52 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 16:28:57 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.028, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 16:29:01 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.026, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 16:29:06 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.030, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 16:29:11 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.028, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 16:29:16 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 16:29:21 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.030, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 16:29:26 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.029, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 16:29:31 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.028, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 16:29:36 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 16:29:40 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 16:29:45 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 16:29:50 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 16:29:55 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 16:30:00 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 16:30:05 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.026, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 16:30:07 transreid.train INFO: Epoch 61 done. Time per epoch: 90.331[s] Speed: 130.4[samples/s]
2024-05-10 16:30:12 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.031, Acc: 1.000, Base Lr: 3.80e-03
2024-05-10 16:30:17 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.034, Acc: 0.999, Base Lr: 3.80e-03
2024-05-10 16:30:22 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.038, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 16:30:27 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.039, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 16:30:32 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.039, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 16:30:37 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.038, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 16:30:42 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.036, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 16:30:47 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.038, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 16:30:51 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.036, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 16:30:56 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.036, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 16:31:01 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.034, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 16:31:06 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.036, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 16:31:11 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.035, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 16:31:16 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.034, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 16:31:21 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.033, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 16:31:26 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.033, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 16:31:31 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.033, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 16:31:36 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.033, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 16:31:37 transreid.train INFO: Epoch 62 done. Time per epoch: 90.600[s] Speed: 129.3[samples/s]
2024-05-10 16:31:43 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.038, Acc: 0.992, Base Lr: 3.69e-03
2024-05-10 16:31:48 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.032, Acc: 0.995, Base Lr: 3.69e-03
2024-05-10 16:31:53 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.038, Acc: 0.993, Base Lr: 3.69e-03
2024-05-10 16:31:58 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.039, Acc: 0.994, Base Lr: 3.69e-03
2024-05-10 16:32:03 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.041, Acc: 0.994, Base Lr: 3.69e-03
2024-05-10 16:32:08 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.039, Acc: 0.994, Base Lr: 3.69e-03
2024-05-10 16:32:13 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.037, Acc: 0.995, Base Lr: 3.69e-03
2024-05-10 16:32:18 transreid.train INFO: Epoch[63] Iter[80/186] Loss: 0.036, Acc: 0.995, Base Lr: 3.69e-03
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2024-05-10 16:33:08 transreid.train INFO: Epoch 63 done. Time per epoch: 90.890[s] Speed: 128.9[samples/s]
2024-05-10 16:33:14 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.044, Acc: 0.994, Base Lr: 3.59e-03
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2024-05-10 16:34:03 transreid.train INFO: Epoch[64] Iter[110/186] Loss: 0.029, Acc: 0.998, Base Lr: 3.59e-03
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2024-05-10 16:34:39 transreid.train INFO: Epoch 64 done. Time per epoch: 90.712[s] Speed: 129.1[samples/s]
2024-05-10 16:34:45 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.037, Acc: 0.997, Base Lr: 3.49e-03
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2024-05-10 16:36:03 transreid.train INFO: Epoch[65] Iter[170/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.49e-03
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2024-05-10 16:36:10 transreid.train INFO: Epoch 65 done. Time per epoch: 91.047[s] Speed: 129.3[samples/s]
2024-05-10 16:36:16 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.022, Acc: 1.000, Base Lr: 3.38e-03
2024-05-10 16:36:21 transreid.train INFO: Epoch[66] Iter[20/186] Loss: 0.036, Acc: 0.998, Base Lr: 3.38e-03
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2024-05-10 16:36:50 transreid.train INFO: Epoch[66] Iter[80/186] Loss: 0.030, Acc: 0.998, Base Lr: 3.38e-03
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2024-05-10 16:37:24 transreid.train INFO: Epoch[66] Iter[150/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.38e-03
2024-05-10 16:37:29 transreid.train INFO: Epoch[66] Iter[160/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.38e-03
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2024-05-10 16:37:41 transreid.train INFO: Epoch 66 done. Time per epoch: 90.455[s] Speed: 129.5[samples/s]
2024-05-10 16:37:46 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.023, Acc: 0.995, Base Lr: 3.28e-03
2024-05-10 16:37:51 transreid.train INFO: Epoch[67] Iter[20/186] Loss: 0.033, Acc: 0.996, Base Lr: 3.28e-03
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2024-05-10 16:38:16 transreid.train INFO: Epoch[67] Iter[70/186] Loss: 0.033, Acc: 0.997, Base Lr: 3.28e-03
2024-05-10 16:38:21 transreid.train INFO: Epoch[67] Iter[80/186] Loss: 0.033, Acc: 0.997, Base Lr: 3.28e-03
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2024-05-10 16:38:30 transreid.train INFO: Epoch[67] Iter[100/186] Loss: 0.032, Acc: 0.997, Base Lr: 3.28e-03
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2024-05-10 16:38:50 transreid.train INFO: Epoch[67] Iter[140/186] Loss: 0.030, Acc: 0.998, Base Lr: 3.28e-03
2024-05-10 16:38:55 transreid.train INFO: Epoch[67] Iter[150/186] Loss: 0.030, Acc: 0.997, Base Lr: 3.28e-03
2024-05-10 16:39:00 transreid.train INFO: Epoch[67] Iter[160/186] Loss: 0.029, Acc: 0.997, Base Lr: 3.28e-03
2024-05-10 16:39:05 transreid.train INFO: Epoch[67] Iter[170/186] Loss: 0.028, Acc: 0.998, Base Lr: 3.28e-03
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2024-05-10 16:39:12 transreid.train INFO: Epoch 67 done. Time per epoch: 91.160[s] Speed: 129.2[samples/s]
2024-05-10 16:39:17 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.025, Acc: 0.994, Base Lr: 3.18e-03
2024-05-10 16:39:22 transreid.train INFO: Epoch[68] Iter[20/186] Loss: 0.025, Acc: 0.995, Base Lr: 3.18e-03
2024-05-10 16:39:27 transreid.train INFO: Epoch[68] Iter[30/186] Loss: 0.026, Acc: 0.996, Base Lr: 3.18e-03
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2024-05-10 16:39:52 transreid.train INFO: Epoch[68] Iter[80/186] Loss: 0.027, Acc: 0.997, Base Lr: 3.18e-03
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2024-05-10 16:40:42 transreid.train INFO: Epoch 68 done. Time per epoch: 90.415[s] Speed: 129.5[samples/s]
2024-05-10 16:40:48 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.033, Acc: 0.994, Base Lr: 3.08e-03
2024-05-10 16:40:53 transreid.train INFO: Epoch[69] Iter[20/186] Loss: 0.032, Acc: 0.995, Base Lr: 3.08e-03
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2024-05-10 16:41:22 transreid.train INFO: Epoch[69] Iter[80/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.08e-03
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2024-05-10 16:41:56 transreid.train INFO: Epoch[69] Iter[150/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.08e-03
2024-05-10 16:42:01 transreid.train INFO: Epoch[69] Iter[160/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.08e-03
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2024-05-10 16:42:13 transreid.train INFO: Epoch 69 done. Time per epoch: 90.935[s] Speed: 129.5[samples/s]
2024-05-10 16:42:19 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.026, Acc: 0.998, Base Lr: 2.97e-03
2024-05-10 16:42:24 transreid.train INFO: Epoch[70] Iter[20/186] Loss: 0.021, Acc: 0.998, Base Lr: 2.97e-03
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2024-05-10 16:42:53 transreid.train INFO: Epoch[70] Iter[80/186] Loss: 0.025, Acc: 0.999, Base Lr: 2.97e-03
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2024-05-10 16:43:44 transreid.train INFO: Epoch 70 done. Time per epoch: 91.220[s] Speed: 128.4[samples/s]
2024-05-10 16:43:50 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.031, Acc: 0.998, Base Lr: 2.87e-03
2024-05-10 16:43:55 transreid.train INFO: Epoch[71] Iter[20/186] Loss: 0.028, Acc: 0.998, Base Lr: 2.87e-03
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2024-05-10 16:44:24 transreid.train INFO: Epoch[71] Iter[80/186] Loss: 0.023, Acc: 0.998, Base Lr: 2.87e-03
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2024-05-10 16:45:15 transreid.train INFO: Epoch 71 done. Time per epoch: 91.210[s] Speed: 129.1[samples/s]
2024-05-10 16:45:21 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.031, Acc: 0.998, Base Lr: 2.77e-03
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2024-05-10 16:46:46 transreid.train INFO: Epoch 72 done. Time per epoch: 90.699[s] Speed: 129.1[samples/s]
2024-05-10 16:46:52 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.040, Acc: 0.998, Base Lr: 2.68e-03
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2024-05-10 16:48:17 transreid.train INFO: Epoch 73 done. Time per epoch: 90.797[s] Speed: 129.0[samples/s]
2024-05-10 16:48:23 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.027, Acc: 0.998, Base Lr: 2.58e-03
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2024-05-10 16:49:47 transreid.train INFO: Epoch 74 done. Time per epoch: 90.392[s] Speed: 129.6[samples/s]
2024-05-10 16:49:53 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.031, Acc: 0.998, Base Lr: 2.48e-03
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2024-05-10 16:51:01 transreid.train INFO: Epoch[75] Iter[150/186] Loss: 0.026, Acc: 0.997, Base Lr: 2.48e-03
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2024-05-10 16:51:18 transreid.train INFO: Epoch 75 done. Time per epoch: 90.299[s] Speed: 129.7[samples/s]
2024-05-10 16:51:23 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.039, Acc: 0.995, Base Lr: 2.38e-03
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2024-05-10 16:52:48 transreid.train INFO: Epoch 76 done. Time per epoch: 90.639[s] Speed: 129.2[samples/s]
2024-05-10 16:52:54 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.024, Acc: 0.998, Base Lr: 2.29e-03
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2024-05-10 16:54:19 transreid.train INFO: Epoch 77 done. Time per epoch: 90.424[s] Speed: 129.5[samples/s]
2024-05-10 16:54:24 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.024, Acc: 0.997, Base Lr: 2.20e-03
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2024-05-10 16:55:49 transreid.train INFO: Epoch 78 done. Time per epoch: 90.357[s] Speed: 129.6[samples/s]
2024-05-10 16:55:55 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.017, Acc: 1.000, Base Lr: 2.10e-03
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2024-05-10 16:56:39 transreid.train INFO: Epoch[79] Iter[100/186] Loss: 0.032, Acc: 0.997, Base Lr: 2.10e-03
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2024-05-10 16:56:53 transreid.train INFO: Epoch[79] Iter[130/186] Loss: 0.030, Acc: 0.998, Base Lr: 2.10e-03
2024-05-10 16:56:58 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.030, Acc: 0.998, Base Lr: 2.10e-03
2024-05-10 16:57:03 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.029, Acc: 0.998, Base Lr: 2.10e-03
2024-05-10 16:57:08 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.028, Acc: 0.998, Base Lr: 2.10e-03
2024-05-10 16:57:13 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.027, Acc: 0.998, Base Lr: 2.10e-03
2024-05-10 16:57:18 transreid.train INFO: Epoch[79] Iter[180/186] Loss: 0.026, Acc: 0.998, Base Lr: 2.10e-03
2024-05-10 16:57:20 transreid.train INFO: Epoch 79 done. Time per epoch: 90.857[s] Speed: 129.6[samples/s]
2024-05-10 16:57:26 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.046, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 16:57:30 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.040, Acc: 0.995, Base Lr: 2.01e-03
2024-05-10 16:57:35 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.034, Acc: 0.996, Base Lr: 2.01e-03
2024-05-10 16:57:40 transreid.train INFO: Epoch[80] Iter[40/186] Loss: 0.030, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 16:57:45 transreid.train INFO: Epoch[80] Iter[50/186] Loss: 0.027, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 16:57:50 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.027, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 16:57:55 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.026, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 16:58:00 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.025, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 16:58:05 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.024, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 16:58:10 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.023, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 16:58:14 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.023, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 16:58:19 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.023, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 16:58:24 transreid.train INFO: Epoch[80] Iter[130/186] Loss: 0.023, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 16:58:29 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.023, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 16:58:34 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.023, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 16:58:39 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 16:58:44 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 16:58:49 transreid.train INFO: Epoch[80] Iter[180/186] Loss: 0.021, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 16:58:51 transreid.train INFO: Epoch 80 done. Time per epoch: 90.612[s] Speed: 129.3[samples/s]
2024-05-10 16:59:46 transreid.train INFO: Validation Results - Epoch: 80
2024-05-10 16:59:46 transreid.train INFO: mAP: 84.7%
2024-05-10 16:59:46 transreid.train INFO: CMC curve, Rank-1  :93.1%
2024-05-10 16:59:46 transreid.train INFO: CMC curve, Rank-5  :97.9%
2024-05-10 16:59:46 transreid.train INFO: CMC curve, Rank-10 :98.9%
2024-05-10 16:59:51 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.023, Acc: 1.000, Base Lr: 1.92e-03
2024-05-10 16:59:56 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.021, Acc: 1.000, Base Lr: 1.92e-03
2024-05-10 17:00:01 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.022, Acc: 1.000, Base Lr: 1.92e-03
2024-05-10 17:00:06 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.020, Acc: 1.000, Base Lr: 1.92e-03
2024-05-10 17:00:11 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.020, Acc: 1.000, Base Lr: 1.92e-03
2024-05-10 17:00:16 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.021, Acc: 1.000, Base Lr: 1.92e-03
2024-05-10 17:00:21 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 17:00:26 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.023, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 17:00:31 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 17:00:35 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 17:00:40 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 17:00:45 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 17:00:50 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 17:00:55 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 17:01:00 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 17:01:05 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 17:01:10 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 17:01:15 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 17:01:17 transreid.train INFO: Epoch 81 done. Time per epoch: 91.131[s] Speed: 129.9[samples/s]
2024-05-10 17:01:23 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 17:01:27 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 17:01:32 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.027, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 17:01:37 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 17:01:42 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 17:01:47 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 17:01:52 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 17:01:57 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 17:02:02 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 17:02:07 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 17:02:12 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 17:02:17 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 17:02:22 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 17:02:27 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 17:02:32 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 17:02:36 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 17:02:41 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 17:02:46 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 17:02:48 transreid.train INFO: Epoch 82 done. Time per epoch: 90.870[s] Speed: 128.9[samples/s]
2024-05-10 17:02:53 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.021, Acc: 1.000, Base Lr: 1.75e-03
2024-05-10 17:02:58 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 17:03:03 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.026, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 17:03:08 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.029, Acc: 0.997, Base Lr: 1.75e-03
2024-05-10 17:03:13 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 17:03:18 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 17:03:23 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 17:03:28 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.028, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 17:03:33 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 17:03:37 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 17:03:42 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 17:03:47 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 17:03:52 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 17:03:57 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 17:04:02 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 17:04:07 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 17:04:12 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 17:04:16 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 17:04:19 transreid.train INFO: Epoch 83 done. Time per epoch: 90.644[s] Speed: 129.9[samples/s]
2024-05-10 17:04:24 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.038, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 17:04:29 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.029, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 17:04:34 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.027, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 17:04:39 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 17:04:44 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 17:04:48 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 17:04:53 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 17:04:58 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 17:05:03 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 17:05:08 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 17:05:13 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 17:05:18 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 17:05:23 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 17:05:28 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 17:05:32 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 17:05:37 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 17:05:42 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 17:05:47 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 17:05:49 transreid.train INFO: Epoch 84 done. Time per epoch: 90.056[s] Speed: 130.1[samples/s]
2024-05-10 17:05:54 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.029, Acc: 0.995, Base Lr: 1.58e-03
2024-05-10 17:05:59 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.022, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 17:06:04 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.024, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 17:06:09 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.027, Acc: 0.996, Base Lr: 1.58e-03
2024-05-10 17:06:14 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.027, Acc: 0.996, Base Lr: 1.58e-03
2024-05-10 17:06:19 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.025, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 17:06:23 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.025, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 17:06:28 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.023, Acc: 0.997, Base Lr: 1.58e-03
2024-05-10 17:06:33 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 17:06:38 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 17:06:43 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 17:06:48 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 17:06:53 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 17:06:58 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 17:07:03 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 17:07:07 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 17:07:12 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 17:07:17 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 17:07:19 transreid.train INFO: Epoch 85 done. Time per epoch: 90.127[s] Speed: 129.9[samples/s]
2024-05-10 17:07:24 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.025, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 17:07:29 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.034, Acc: 0.996, Base Lr: 1.50e-03
2024-05-10 17:07:34 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.030, Acc: 0.996, Base Lr: 1.50e-03
2024-05-10 17:07:39 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.028, Acc: 0.996, Base Lr: 1.50e-03
2024-05-10 17:07:44 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.025, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 17:07:49 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.024, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 17:07:54 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.026, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 17:07:59 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.028, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 17:08:03 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.026, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 17:08:08 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.025, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 17:08:13 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.025, Acc: 0.997, Base Lr: 1.50e-03
2024-05-10 17:08:18 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 17:08:23 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 17:08:28 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 17:08:33 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 17:08:38 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 17:08:43 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 17:08:48 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.50e-03
2024-05-10 17:08:49 transreid.train INFO: Epoch 86 done. Time per epoch: 90.357[s] Speed: 129.6[samples/s]
2024-05-10 17:08:55 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.028, Acc: 0.995, Base Lr: 1.42e-03
2024-05-10 17:09:00 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.030, Acc: 0.995, Base Lr: 1.42e-03
2024-05-10 17:09:04 transreid.train INFO: Epoch[87] Iter[30/186] Loss: 0.030, Acc: 0.996, Base Lr: 1.42e-03
2024-05-10 17:09:09 transreid.train INFO: Epoch[87] Iter[40/186] Loss: 0.028, Acc: 0.997, Base Lr: 1.42e-03
2024-05-10 17:09:14 transreid.train INFO: Epoch[87] Iter[50/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.42e-03
2024-05-10 17:09:19 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.42e-03
2024-05-10 17:09:24 transreid.train INFO: Epoch[87] Iter[70/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.42e-03
2024-05-10 17:09:29 transreid.train INFO: Epoch[87] Iter[80/186] Loss: 0.024, Acc: 0.997, Base Lr: 1.42e-03
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2024-05-10 17:10:19 transreid.train INFO: Epoch 87 done. Time per epoch: 90.016[s] Speed: 130.1[samples/s]
2024-05-10 17:10:25 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.34e-03
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2024-05-10 17:11:49 transreid.train INFO: Epoch 88 done. Time per epoch: 90.048[s] Speed: 130.1[samples/s]
2024-05-10 17:11:55 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.021, Acc: 1.000, Base Lr: 1.26e-03
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2024-05-10 17:13:03 transreid.train INFO: Epoch[89] Iter[150/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.26e-03
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2024-05-10 17:13:20 transreid.train INFO: Epoch 89 done. Time per epoch: 90.771[s] Speed: 129.7[samples/s]
2024-05-10 17:13:25 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.031, Acc: 0.998, Base Lr: 1.19e-03
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2024-05-10 17:14:00 transreid.train INFO: Epoch[90] Iter[80/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.19e-03
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2024-05-10 17:14:34 transreid.train INFO: Epoch[90] Iter[150/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.19e-03
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2024-05-10 17:14:50 transreid.train INFO: Epoch 90 done. Time per epoch: 90.284[s] Speed: 129.7[samples/s]
2024-05-10 17:14:56 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 17:15:01 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 17:15:06 transreid.train INFO: Epoch[91] Iter[30/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-10 17:15:25 transreid.train INFO: Epoch[91] Iter[70/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 17:15:30 transreid.train INFO: Epoch[91] Iter[80/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-10 17:15:40 transreid.train INFO: Epoch[91] Iter[100/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 17:15:45 transreid.train INFO: Epoch[91] Iter[110/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 17:15:50 transreid.train INFO: Epoch[91] Iter[120/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-10 17:15:59 transreid.train INFO: Epoch[91] Iter[140/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 17:16:04 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 17:16:09 transreid.train INFO: Epoch[91] Iter[160/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 17:16:14 transreid.train INFO: Epoch[91] Iter[170/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.11e-03
2024-05-10 17:16:19 transreid.train INFO: Epoch[91] Iter[180/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.11e-03
2024-05-10 17:16:20 transreid.train INFO: Epoch 91 done. Time per epoch: 90.198[s] Speed: 129.8[samples/s]
2024-05-10 17:16:26 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.022, Acc: 1.000, Base Lr: 1.04e-03
2024-05-10 17:16:31 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 0.024, Acc: 0.999, Base Lr: 1.04e-03
2024-05-10 17:16:36 transreid.train INFO: Epoch[92] Iter[30/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.04e-03
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2024-05-10 17:16:50 transreid.train INFO: Epoch[92] Iter[60/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.04e-03
2024-05-10 17:16:55 transreid.train INFO: Epoch[92] Iter[70/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.04e-03
2024-05-10 17:17:00 transreid.train INFO: Epoch[92] Iter[80/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-10 17:17:10 transreid.train INFO: Epoch[92] Iter[100/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-10 17:17:34 transreid.train INFO: Epoch[92] Iter[150/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-10 17:17:51 transreid.train INFO: Epoch 92 done. Time per epoch: 90.331[s] Speed: 129.7[samples/s]
2024-05-10 17:17:56 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.017, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-10 17:18:30 transreid.train INFO: Epoch[93] Iter[80/186] Loss: 0.022, Acc: 0.998, Base Lr: 9.72e-04
2024-05-10 17:18:35 transreid.train INFO: Epoch[93] Iter[90/186] Loss: 0.021, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-10 17:19:04 transreid.train INFO: Epoch[93] Iter[150/186] Loss: 0.020, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-10 17:19:21 transreid.train INFO: Epoch 93 done. Time per epoch: 89.925[s] Speed: 130.2[samples/s]
2024-05-10 17:19:26 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 9.06e-04
2024-05-10 17:19:31 transreid.train INFO: Epoch[94] Iter[20/186] Loss: 0.022, Acc: 0.999, Base Lr: 9.06e-04
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2024-05-10 17:20:00 transreid.train INFO: Epoch[94] Iter[80/186] Loss: 0.017, Acc: 0.999, Base Lr: 9.06e-04
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2024-05-10 17:20:51 transreid.train INFO: Epoch 94 done. Time per epoch: 90.202[s] Speed: 129.8[samples/s]
2024-05-10 17:20:56 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.024, Acc: 0.998, Base Lr: 8.41e-04
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2024-05-10 17:21:31 transreid.train INFO: Epoch[95] Iter[80/186] Loss: 0.022, Acc: 0.998, Base Lr: 8.41e-04
2024-05-10 17:21:35 transreid.train INFO: Epoch[95] Iter[90/186] Loss: 0.021, Acc: 0.998, Base Lr: 8.41e-04
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2024-05-10 17:22:21 transreid.train INFO: Epoch 95 done. Time per epoch: 90.484[s] Speed: 130.1[samples/s]
2024-05-10 17:22:27 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.014, Acc: 1.000, Base Lr: 7.78e-04
2024-05-10 17:22:32 transreid.train INFO: Epoch[96] Iter[20/186] Loss: 0.021, Acc: 0.998, Base Lr: 7.78e-04
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2024-05-10 17:23:01 transreid.train INFO: Epoch[96] Iter[80/186] Loss: 0.024, Acc: 0.998, Base Lr: 7.78e-04
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2024-05-10 17:23:16 transreid.train INFO: Epoch[96] Iter[110/186] Loss: 0.021, Acc: 0.999, Base Lr: 7.78e-04
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2024-05-10 17:23:35 transreid.train INFO: Epoch[96] Iter[150/186] Loss: 0.019, Acc: 0.999, Base Lr: 7.78e-04
2024-05-10 17:23:40 transreid.train INFO: Epoch[96] Iter[160/186] Loss: 0.018, Acc: 0.999, Base Lr: 7.78e-04
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2024-05-10 17:23:51 transreid.train INFO: Epoch 96 done. Time per epoch: 89.981[s] Speed: 130.2[samples/s]
2024-05-10 17:23:57 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.015, Acc: 1.000, Base Lr: 7.18e-04
2024-05-10 17:24:02 transreid.train INFO: Epoch[97] Iter[20/186] Loss: 0.021, Acc: 0.998, Base Lr: 7.18e-04
2024-05-10 17:24:07 transreid.train INFO: Epoch[97] Iter[30/186] Loss: 0.019, Acc: 0.999, Base Lr: 7.18e-04
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2024-05-10 17:24:21 transreid.train INFO: Epoch[97] Iter[60/186] Loss: 0.025, Acc: 0.997, Base Lr: 7.18e-04
2024-05-10 17:24:26 transreid.train INFO: Epoch[97] Iter[70/186] Loss: 0.024, Acc: 0.998, Base Lr: 7.18e-04
2024-05-10 17:24:31 transreid.train INFO: Epoch[97] Iter[80/186] Loss: 0.022, Acc: 0.998, Base Lr: 7.18e-04
2024-05-10 17:24:36 transreid.train INFO: Epoch[97] Iter[90/186] Loss: 0.022, Acc: 0.998, Base Lr: 7.18e-04
2024-05-10 17:24:41 transreid.train INFO: Epoch[97] Iter[100/186] Loss: 0.022, Acc: 0.998, Base Lr: 7.18e-04
2024-05-10 17:24:46 transreid.train INFO: Epoch[97] Iter[110/186] Loss: 0.021, Acc: 0.998, Base Lr: 7.18e-04
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2024-05-10 17:25:00 transreid.train INFO: Epoch[97] Iter[140/186] Loss: 0.019, Acc: 0.998, Base Lr: 7.18e-04
2024-05-10 17:25:05 transreid.train INFO: Epoch[97] Iter[150/186] Loss: 0.018, Acc: 0.998, Base Lr: 7.18e-04
2024-05-10 17:25:10 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.018, Acc: 0.999, Base Lr: 7.18e-04
2024-05-10 17:25:15 transreid.train INFO: Epoch[97] Iter[170/186] Loss: 0.017, Acc: 0.999, Base Lr: 7.18e-04
2024-05-10 17:25:20 transreid.train INFO: Epoch[97] Iter[180/186] Loss: 0.016, Acc: 0.999, Base Lr: 7.18e-04
2024-05-10 17:25:22 transreid.train INFO: Epoch 97 done. Time per epoch: 90.453[s] Speed: 130.2[samples/s]
2024-05-10 17:25:27 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.021, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 17:25:32 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.017, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 17:25:37 transreid.train INFO: Epoch[98] Iter[30/186] Loss: 0.015, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 17:25:42 transreid.train INFO: Epoch[98] Iter[40/186] Loss: 0.019, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 17:25:47 transreid.train INFO: Epoch[98] Iter[50/186] Loss: 0.023, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 17:25:52 transreid.train INFO: Epoch[98] Iter[60/186] Loss: 0.022, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 17:25:57 transreid.train INFO: Epoch[98] Iter[70/186] Loss: 0.022, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 17:26:01 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.020, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 17:26:06 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.020, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 17:26:11 transreid.train INFO: Epoch[98] Iter[100/186] Loss: 0.019, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 17:26:16 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.019, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 17:26:21 transreid.train INFO: Epoch[98] Iter[120/186] Loss: 0.018, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 17:26:26 transreid.train INFO: Epoch[98] Iter[130/186] Loss: 0.018, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 17:26:31 transreid.train INFO: Epoch[98] Iter[140/186] Loss: 0.018, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 17:26:36 transreid.train INFO: Epoch[98] Iter[150/186] Loss: 0.017, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 17:26:41 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.017, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 17:26:46 transreid.train INFO: Epoch[98] Iter[170/186] Loss: 0.017, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 17:26:50 transreid.train INFO: Epoch[98] Iter[180/186] Loss: 0.018, Acc: 0.999, Base Lr: 6.60e-04
2024-05-10 17:26:52 transreid.train INFO: Epoch 98 done. Time per epoch: 90.735[s] Speed: 129.8[samples/s]
2024-05-10 17:26:58 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.030, Acc: 0.995, Base Lr: 6.04e-04
2024-05-10 17:27:03 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.024, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 17:27:08 transreid.train INFO: Epoch[99] Iter[30/186] Loss: 0.025, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 17:27:13 transreid.train INFO: Epoch[99] Iter[40/186] Loss: 0.022, Acc: 0.997, Base Lr: 6.04e-04
2024-05-10 17:27:18 transreid.train INFO: Epoch[99] Iter[50/186] Loss: 0.022, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 17:27:22 transreid.train INFO: Epoch[99] Iter[60/186] Loss: 0.021, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 17:27:27 transreid.train INFO: Epoch[99] Iter[70/186] Loss: 0.022, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 17:27:32 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.022, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 17:27:37 transreid.train INFO: Epoch[99] Iter[90/186] Loss: 0.022, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 17:27:42 transreid.train INFO: Epoch[99] Iter[100/186] Loss: 0.022, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 17:27:47 transreid.train INFO: Epoch[99] Iter[110/186] Loss: 0.021, Acc: 0.999, Base Lr: 6.04e-04
2024-05-10 17:27:52 transreid.train INFO: Epoch[99] Iter[120/186] Loss: 0.020, Acc: 0.999, Base Lr: 6.04e-04
2024-05-10 17:27:57 transreid.train INFO: Epoch[99] Iter[130/186] Loss: 0.020, Acc: 0.999, Base Lr: 6.04e-04
2024-05-10 17:28:02 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.020, Acc: 0.998, Base Lr: 6.04e-04
2024-05-10 17:28:06 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.020, Acc: 0.999, Base Lr: 6.04e-04
2024-05-10 17:28:11 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.020, Acc: 0.999, Base Lr: 6.04e-04
2024-05-10 17:28:16 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.019, Acc: 0.999, Base Lr: 6.04e-04
2024-05-10 17:28:21 transreid.train INFO: Epoch[99] Iter[180/186] Loss: 0.019, Acc: 0.999, Base Lr: 6.04e-04
2024-05-10 17:28:23 transreid.train INFO: Epoch 99 done. Time per epoch: 90.562[s] Speed: 130.0[samples/s]
2024-05-10 17:28:29 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.023, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 17:28:34 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.036, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 17:28:38 transreid.train INFO: Epoch[100] Iter[30/186] Loss: 0.031, Acc: 0.997, Base Lr: 5.51e-04
2024-05-10 17:28:43 transreid.train INFO: Epoch[100] Iter[40/186] Loss: 0.027, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 17:28:48 transreid.train INFO: Epoch[100] Iter[50/186] Loss: 0.025, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 17:28:53 transreid.train INFO: Epoch[100] Iter[60/186] Loss: 0.026, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 17:28:58 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.024, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 17:29:03 transreid.train INFO: Epoch[100] Iter[80/186] Loss: 0.024, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 17:29:08 transreid.train INFO: Epoch[100] Iter[90/186] Loss: 0.022, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 17:29:13 transreid.train INFO: Epoch[100] Iter[100/186] Loss: 0.022, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 17:29:17 transreid.train INFO: Epoch[100] Iter[110/186] Loss: 0.021, Acc: 0.999, Base Lr: 5.51e-04
2024-05-10 17:29:22 transreid.train INFO: Epoch[100] Iter[120/186] Loss: 0.021, Acc: 0.999, Base Lr: 5.51e-04
2024-05-10 17:29:27 transreid.train INFO: Epoch[100] Iter[130/186] Loss: 0.020, Acc: 0.999, Base Lr: 5.51e-04
2024-05-10 17:29:32 transreid.train INFO: Epoch[100] Iter[140/186] Loss: 0.020, Acc: 0.999, Base Lr: 5.51e-04
2024-05-10 17:29:37 transreid.train INFO: Epoch[100] Iter[150/186] Loss: 0.020, Acc: 0.999, Base Lr: 5.51e-04
2024-05-10 17:29:42 transreid.train INFO: Epoch[100] Iter[160/186] Loss: 0.019, Acc: 0.999, Base Lr: 5.51e-04
2024-05-10 17:29:46 transreid.train INFO: Epoch[100] Iter[170/186] Loss: 0.019, Acc: 0.999, Base Lr: 5.51e-04
2024-05-10 17:29:51 transreid.train INFO: Epoch[100] Iter[180/186] Loss: 0.018, Acc: 0.999, Base Lr: 5.51e-04
2024-05-10 17:29:53 transreid.train INFO: Epoch 100 done. Time per epoch: 90.280[s] Speed: 130.4[samples/s]
2024-05-10 17:30:48 transreid.train INFO: Validation Results - Epoch: 100
2024-05-10 17:30:48 transreid.train INFO: mAP: 85.1%
2024-05-10 17:30:48 transreid.train INFO: CMC curve, Rank-1  :93.6%
2024-05-10 17:30:48 transreid.train INFO: CMC curve, Rank-5  :98.0%
2024-05-10 17:30:48 transreid.train INFO: CMC curve, Rank-10 :98.8%
2024-05-10 17:30:54 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.022, Acc: 0.997, Base Lr: 5.00e-04
2024-05-10 17:30:59 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.021, Acc: 0.997, Base Lr: 5.00e-04
2024-05-10 17:31:04 transreid.train INFO: Epoch[101] Iter[30/186] Loss: 0.018, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 17:31:09 transreid.train INFO: Epoch[101] Iter[40/186] Loss: 0.017, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 17:31:13 transreid.train INFO: Epoch[101] Iter[50/186] Loss: 0.017, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 17:31:18 transreid.train INFO: Epoch[101] Iter[60/186] Loss: 0.016, Acc: 0.999, Base Lr: 5.00e-04
2024-05-10 17:31:23 transreid.train INFO: Epoch[101] Iter[70/186] Loss: 0.018, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 17:31:28 transreid.train INFO: Epoch[101] Iter[80/186] Loss: 0.018, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 17:31:33 transreid.train INFO: Epoch[101] Iter[90/186] Loss: 0.019, Acc: 0.998, Base Lr: 5.00e-04
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2024-05-10 17:31:48 transreid.train INFO: Epoch[101] Iter[120/186] Loss: 0.019, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 17:31:53 transreid.train INFO: Epoch[101] Iter[130/186] Loss: 0.018, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 17:31:57 transreid.train INFO: Epoch[101] Iter[140/186] Loss: 0.018, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 17:32:02 transreid.train INFO: Epoch[101] Iter[150/186] Loss: 0.018, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 17:32:07 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.018, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 17:32:12 transreid.train INFO: Epoch[101] Iter[170/186] Loss: 0.017, Acc: 0.998, Base Lr: 5.00e-04
2024-05-10 17:32:17 transreid.train INFO: Epoch[101] Iter[180/186] Loss: 0.017, Acc: 0.999, Base Lr: 5.00e-04
2024-05-10 17:32:18 transreid.train INFO: Epoch 101 done. Time per epoch: 90.097[s] Speed: 130.0[samples/s]
2024-05-10 17:32:24 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.020, Acc: 0.997, Base Lr: 4.51e-04
2024-05-10 17:32:29 transreid.train INFO: Epoch[102] Iter[20/186] Loss: 0.022, Acc: 0.996, Base Lr: 4.51e-04
2024-05-10 17:32:34 transreid.train INFO: Epoch[102] Iter[30/186] Loss: 0.020, Acc: 0.997, Base Lr: 4.51e-04
2024-05-10 17:32:39 transreid.train INFO: Epoch[102] Iter[40/186] Loss: 0.019, Acc: 0.997, Base Lr: 4.51e-04
2024-05-10 17:32:44 transreid.train INFO: Epoch[102] Iter[50/186] Loss: 0.018, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 17:32:49 transreid.train INFO: Epoch[102] Iter[60/186] Loss: 0.018, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 17:32:53 transreid.train INFO: Epoch[102] Iter[70/186] Loss: 0.018, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 17:32:58 transreid.train INFO: Epoch[102] Iter[80/186] Loss: 0.019, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 17:33:03 transreid.train INFO: Epoch[102] Iter[90/186] Loss: 0.019, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 17:33:08 transreid.train INFO: Epoch[102] Iter[100/186] Loss: 0.018, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 17:33:13 transreid.train INFO: Epoch[102] Iter[110/186] Loss: 0.019, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 17:33:18 transreid.train INFO: Epoch[102] Iter[120/186] Loss: 0.018, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 17:33:23 transreid.train INFO: Epoch[102] Iter[130/186] Loss: 0.018, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 17:33:28 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.017, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 17:33:33 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.016, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 17:33:38 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.016, Acc: 0.998, Base Lr: 4.51e-04
2024-05-10 17:33:43 transreid.train INFO: Epoch[102] Iter[170/186] Loss: 0.016, Acc: 0.999, Base Lr: 4.51e-04
2024-05-10 17:33:48 transreid.train INFO: Epoch[102] Iter[180/186] Loss: 0.015, Acc: 0.999, Base Lr: 4.51e-04
2024-05-10 17:33:49 transreid.train INFO: Epoch 102 done. Time per epoch: 90.821[s] Speed: 129.0[samples/s]
2024-05-10 17:33:55 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 4.05e-04
2024-05-10 17:34:00 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.05e-04
2024-05-10 17:34:05 transreid.train INFO: Epoch[103] Iter[30/186] Loss: 0.022, Acc: 0.999, Base Lr: 4.05e-04
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2024-05-10 17:34:24 transreid.train INFO: Epoch[103] Iter[70/186] Loss: 0.020, Acc: 0.999, Base Lr: 4.05e-04
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2024-05-10 17:35:20 transreid.train INFO: Epoch 103 done. Time per epoch: 90.965[s] Speed: 129.5[samples/s]
2024-05-10 17:35:26 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.028, Acc: 0.997, Base Lr: 3.61e-04
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2024-05-10 17:36:52 transreid.train INFO: Epoch 104 done. Time per epoch: 91.713[s] Speed: 128.4[samples/s]
2024-05-10 17:36:58 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.026, Acc: 0.998, Base Lr: 3.20e-04
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2024-05-10 17:38:23 transreid.train INFO: Epoch 105 done. Time per epoch: 90.640[s] Speed: 129.2[samples/s]
2024-05-10 17:38:28 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.012, Acc: 1.000, Base Lr: 2.81e-04
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2024-05-10 17:39:54 transreid.train INFO: Epoch 106 done. Time per epoch: 91.414[s] Speed: 128.8[samples/s]
2024-05-10 17:40:00 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.020, Acc: 0.997, Base Lr: 2.45e-04
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2024-05-10 17:41:26 transreid.train INFO: Epoch 107 done. Time per epoch: 92.172[s] Speed: 127.8[samples/s]
2024-05-10 17:41:32 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.021, Acc: 1.000, Base Lr: 2.11e-04
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2024-05-10 17:42:57 transreid.train INFO: Epoch 108 done. Time per epoch: 90.937[s] Speed: 129.5[samples/s]
2024-05-10 17:43:03 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.018, Acc: 1.000, Base Lr: 1.80e-04
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2024-05-10 17:44:28 transreid.train INFO: Epoch 109 done. Time per epoch: 91.239[s] Speed: 129.1[samples/s]
2024-05-10 17:44:34 transreid.train INFO: Epoch[110] Iter[10/186] Loss: 0.012, Acc: 1.000, Base Lr: 1.52e-04
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2024-05-10 17:45:59 transreid.train INFO: Epoch 110 done. Time per epoch: 90.656[s] Speed: 129.2[samples/s]
2024-05-10 17:46:05 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.021, Acc: 1.000, Base Lr: 1.26e-04
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2024-05-10 17:47:30 transreid.train INFO: Epoch 111 done. Time per epoch: 90.855[s] Speed: 129.6[samples/s]
2024-05-10 17:47:35 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 1.03e-04
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2024-05-10 17:49:01 transreid.train INFO: Epoch 112 done. Time per epoch: 91.311[s] Speed: 129.0[samples/s]
2024-05-10 17:49:07 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.024, Acc: 0.998, Base Lr: 8.28e-05
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2024-05-10 17:50:32 transreid.train INFO: Epoch 113 done. Time per epoch: 90.693[s] Speed: 129.1[samples/s]
2024-05-10 17:50:38 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.021, Acc: 1.000, Base Lr: 6.51e-05
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2024-05-10 17:52:03 transreid.train INFO: Epoch 114 done. Time per epoch: 91.192[s] Speed: 129.1[samples/s]
2024-05-10 17:52:09 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.017, Acc: 0.998, Base Lr: 5.02e-05
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2024-05-10 17:53:34 transreid.train INFO: Epoch 115 done. Time per epoch: 90.491[s] Speed: 129.4[samples/s]
2024-05-10 17:53:39 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.020, Acc: 0.997, Base Lr: 3.79e-05
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2024-05-10 17:55:04 transreid.train INFO: Epoch 116 done. Time per epoch: 90.932[s] Speed: 129.5[samples/s]
2024-05-10 17:55:10 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.016, Acc: 1.000, Base Lr: 2.83e-05
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2024-05-10 17:56:36 transreid.train INFO: Epoch 117 done. Time per epoch: 91.656[s] Speed: 128.5[samples/s]
2024-05-10 17:56:42 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.018, Acc: 0.997, Base Lr: 2.15e-05
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2024-05-10 17:58:07 transreid.train INFO: Epoch 118 done. Time per epoch: 90.932[s] Speed: 129.5[samples/s]
2024-05-10 17:58:13 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.027, Acc: 0.997, Base Lr: 1.74e-05
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2024-05-10 17:58:52 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 17:58:57 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 17:59:02 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 17:59:07 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 17:59:11 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 17:59:16 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 17:59:21 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 17:59:26 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.74e-05
2024-05-10 17:59:31 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 17:59:36 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 17:59:38 transreid.train INFO: Epoch 119 done. Time per epoch: 90.974[s] Speed: 129.4[samples/s]
2024-05-10 17:59:44 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 17:59:49 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 17:59:53 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 17:59:58 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 18:00:03 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 18:00:08 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 18:00:13 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 18:00:18 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 18:00:23 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 18:00:28 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 18:00:33 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 18:00:37 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 18:00:42 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 18:00:47 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 18:00:52 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 18:00:57 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 18:01:02 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 18:01:07 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 18:01:09 transreid.train INFO: Epoch 120 done. Time per epoch: 90.757[s] Speed: 129.8[samples/s]
2024-05-10 18:02:04 transreid.train INFO: Validation Results - Epoch: 120
2024-05-10 18:02:04 transreid.train INFO: mAP: 85.2%
2024-05-10 18:02:04 transreid.train INFO: CMC curve, Rank-1  :93.6%
2024-05-10 18:02:04 transreid.train INFO: CMC curve, Rank-5  :98.1%
2024-05-10 18:02:04 transreid.train INFO: CMC curve, Rank-10 :98.8%
