2024-05-09 20:31:22 transreid INFO: Saving model in the path :log/transreid/market/repvit_m0_9_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-09 20:31:22 transreid INFO: Loaded configuration file configs/market/repvit_m0_9.yml
2024-05-09 20:31:22 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: 4
  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: repvit_m0_9
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/repvit_m0_9.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/transreid/market/repvit_m0_9_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: 
2024-05-09 20:31:23 transreid.check INFO: Dataset statistics:
2024-05-09 20:31:23 transreid.check INFO:   ----------------------------------------
2024-05-09 20:31:23 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-09 20:31:23 transreid.check INFO:   ----------------------------------------
2024-05-09 20:31:23 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-09 20:31:23 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-09 20:31:23 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-09 20:31:23 transreid.check INFO:   ----------------------------------------
2024-05-09 20:31:25 transreid INFO: ===========using cosine learning rate=======
2024-05-09 20:31:25 transreid.train INFO: start training
2024-05-09 20:31:37 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 9.015, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:31:42 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 9.007, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:31:47 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 8.953, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:31:51 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 8.971, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 20:31:56 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 8.966, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 20:32:01 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 8.965, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 20:32:06 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 8.947, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 20:32:11 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 8.945, Acc: 0.001, Base Lr: 4.76e-04
2024-05-09 20:32:15 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 8.941, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:32:20 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 8.937, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:32:25 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 8.931, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:32:30 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 8.921, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:32:35 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 8.912, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:32:40 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 8.914, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:32:45 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 8.913, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:32:50 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.906, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:32:55 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.903, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:33:01 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.898, Acc: 0.002, Base Lr: 4.76e-04
2024-05-09 20:33:03 transreid.train INFO: Epoch 1 done. Time per epoch: 97.065[s] Speed: 120.7[samples/s]
2024-05-09 20:33:09 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.807, Acc: 0.002, Base Lr: 8.72e-04
2024-05-09 20:33:13 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.737, Acc: 0.004, Base Lr: 8.72e-04
2024-05-09 20:33:18 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.729, Acc: 0.006, Base Lr: 8.72e-04
2024-05-09 20:33:23 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.725, Acc: 0.005, Base Lr: 8.72e-04
2024-05-09 20:33:29 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 8.717, Acc: 0.005, Base Lr: 8.72e-04
2024-05-09 20:33:36 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.703, Acc: 0.006, Base Lr: 8.72e-04
2024-05-09 20:33:42 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 8.686, Acc: 0.006, Base Lr: 8.72e-04
2024-05-09 20:33:49 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 8.677, Acc: 0.006, Base Lr: 8.72e-04
2024-05-09 20:33:56 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 8.668, Acc: 0.007, Base Lr: 8.72e-04
2024-05-09 20:34:03 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 8.663, Acc: 0.009, Base Lr: 8.72e-04
2024-05-09 20:34:09 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 8.656, Acc: 0.010, Base Lr: 8.72e-04
2024-05-09 20:34:16 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 8.646, Acc: 0.011, Base Lr: 8.72e-04
2024-05-09 20:34:23 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 8.635, Acc: 0.013, Base Lr: 8.72e-04
2024-05-09 20:34:29 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 8.627, Acc: 0.014, Base Lr: 8.72e-04
2024-05-09 20:34:36 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 8.622, Acc: 0.016, Base Lr: 8.72e-04
2024-05-09 20:34:43 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 8.613, Acc: 0.017, Base Lr: 8.72e-04
2024-05-09 20:34:49 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 8.608, Acc: 0.020, Base Lr: 8.72e-04
2024-05-09 20:34:56 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 8.599, Acc: 0.025, Base Lr: 8.72e-04
2024-05-09 20:34:58 transreid.train INFO: Epoch 2 done. Time per epoch: 114.989[s] Speed: 101.9[samples/s]
2024-05-09 20:35:05 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 8.458, Acc: 0.016, Base Lr: 1.27e-03
2024-05-09 20:35:12 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 8.428, Acc: 0.031, Base Lr: 1.27e-03
2024-05-09 20:35:19 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 8.421, Acc: 0.029, Base Lr: 1.27e-03
2024-05-09 20:35:25 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 8.407, Acc: 0.035, Base Lr: 1.27e-03
2024-05-09 20:35:32 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 8.398, Acc: 0.038, Base Lr: 1.27e-03
2024-05-09 20:35:39 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 8.390, Acc: 0.035, Base Lr: 1.27e-03
2024-05-09 20:35:45 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 8.383, Acc: 0.038, Base Lr: 1.27e-03
2024-05-09 20:35:52 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 8.378, Acc: 0.041, Base Lr: 1.27e-03
2024-05-09 20:35:59 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 8.362, Acc: 0.042, Base Lr: 1.27e-03
2024-05-09 20:36:06 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 8.352, Acc: 0.046, Base Lr: 1.27e-03
2024-05-09 20:36:12 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 8.341, Acc: 0.046, Base Lr: 1.27e-03
2024-05-09 20:36:19 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 8.325, Acc: 0.048, Base Lr: 1.27e-03
2024-05-09 20:36:26 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 8.312, Acc: 0.048, Base Lr: 1.27e-03
2024-05-09 20:36:32 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 8.303, Acc: 0.051, Base Lr: 1.27e-03
2024-05-09 20:36:39 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 8.295, Acc: 0.053, Base Lr: 1.27e-03
2024-05-09 20:36:46 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 8.284, Acc: 0.055, Base Lr: 1.27e-03
2024-05-09 20:36:52 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 8.273, Acc: 0.058, Base Lr: 1.27e-03
2024-05-09 20:36:59 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 8.259, Acc: 0.065, Base Lr: 1.27e-03
2024-05-09 20:37:01 transreid.train INFO: Epoch 3 done. Time per epoch: 122.890[s] Speed: 95.3[samples/s]
2024-05-09 20:37:08 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 8.014, Acc: 0.047, Base Lr: 1.66e-03
2024-05-09 20:37:15 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 8.030, Acc: 0.041, Base Lr: 1.66e-03
2024-05-09 20:37:22 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 8.023, Acc: 0.042, Base Lr: 1.66e-03
2024-05-09 20:37:28 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 8.025, Acc: 0.036, Base Lr: 1.66e-03
2024-05-09 20:37:35 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 8.029, Acc: 0.033, Base Lr: 1.66e-03
2024-05-09 20:37:42 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 8.021, Acc: 0.036, Base Lr: 1.66e-03
2024-05-09 20:37:49 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 8.011, Acc: 0.036, Base Lr: 1.66e-03
2024-05-09 20:37:55 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 7.992, Acc: 0.037, Base Lr: 1.66e-03
2024-05-09 20:38:02 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 7.979, Acc: 0.041, Base Lr: 1.66e-03
2024-05-09 20:38:09 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 7.959, Acc: 0.045, Base Lr: 1.66e-03
2024-05-09 20:38:15 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 7.946, Acc: 0.047, Base Lr: 1.66e-03
2024-05-09 20:38:22 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 7.937, Acc: 0.050, Base Lr: 1.66e-03
2024-05-09 20:38:29 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 7.919, Acc: 0.055, Base Lr: 1.66e-03
2024-05-09 20:38:35 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 7.902, Acc: 0.059, Base Lr: 1.66e-03
2024-05-09 20:38:42 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 7.884, Acc: 0.062, Base Lr: 1.66e-03
2024-05-09 20:38:49 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 7.861, Acc: 0.069, Base Lr: 1.66e-03
2024-05-09 20:38:56 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 7.834, Acc: 0.076, Base Lr: 1.66e-03
2024-05-09 20:39:02 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 7.807, Acc: 0.084, Base Lr: 1.66e-03
2024-05-09 20:39:04 transreid.train INFO: Epoch 4 done. Time per epoch: 122.840[s] Speed: 95.3[samples/s]
2024-05-09 20:39:11 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 7.613, Acc: 0.045, Base Lr: 2.06e-03
2024-05-09 20:39:18 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 7.644, Acc: 0.039, Base Lr: 2.06e-03
2024-05-09 20:39:24 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 7.624, Acc: 0.036, Base Lr: 2.06e-03
2024-05-09 20:39:31 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 7.613, Acc: 0.032, Base Lr: 2.06e-03
2024-05-09 20:39:38 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 7.580, Acc: 0.034, Base Lr: 2.06e-03
2024-05-09 20:39:44 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 7.559, Acc: 0.038, Base Lr: 2.06e-03
2024-05-09 20:39:51 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 7.534, Acc: 0.043, Base Lr: 2.06e-03
2024-05-09 20:39:58 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 7.499, Acc: 0.050, Base Lr: 2.06e-03
2024-05-09 20:40:04 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 7.472, Acc: 0.056, Base Lr: 2.06e-03
2024-05-09 20:40:11 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 7.432, Acc: 0.061, Base Lr: 2.06e-03
2024-05-09 20:40:18 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 7.413, Acc: 0.061, Base Lr: 2.06e-03
2024-05-09 20:40:25 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 7.388, Acc: 0.062, Base Lr: 2.06e-03
2024-05-09 20:40:31 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 7.383, Acc: 0.063, Base Lr: 2.06e-03
2024-05-09 20:40:38 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 7.353, Acc: 0.066, Base Lr: 2.06e-03
2024-05-09 20:40:45 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 7.324, Acc: 0.072, Base Lr: 2.06e-03
2024-05-09 20:40:52 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 7.290, Acc: 0.078, Base Lr: 2.06e-03
2024-05-09 20:40:59 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 7.251, Acc: 0.085, Base Lr: 2.06e-03
2024-05-09 20:41:05 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 7.206, Acc: 0.098, Base Lr: 2.06e-03
2024-05-09 20:41:08 transreid.train INFO: Epoch 5 done. Time per epoch: 124.041[s] Speed: 94.9[samples/s]
2024-05-09 20:41:15 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 7.053, Acc: 0.048, Base Lr: 2.46e-03
2024-05-09 20:41:22 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 7.026, Acc: 0.054, Base Lr: 2.46e-03
2024-05-09 20:41:28 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 7.054, Acc: 0.047, Base Lr: 2.46e-03
2024-05-09 20:41:35 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 7.020, Acc: 0.046, Base Lr: 2.46e-03
2024-05-09 20:41:42 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 6.999, Acc: 0.052, Base Lr: 2.46e-03
2024-05-09 20:41:48 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 6.962, Acc: 0.057, Base Lr: 2.46e-03
2024-05-09 20:41:55 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 6.947, Acc: 0.060, Base Lr: 2.46e-03
2024-05-09 20:42:02 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 6.918, Acc: 0.062, Base Lr: 2.46e-03
2024-05-09 20:42:08 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 6.877, Acc: 0.066, Base Lr: 2.46e-03
2024-05-09 20:42:15 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 6.857, Acc: 0.068, Base Lr: 2.46e-03
2024-05-09 20:42:22 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 6.816, Acc: 0.075, Base Lr: 2.46e-03
2024-05-09 20:42:28 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 6.775, Acc: 0.078, Base Lr: 2.46e-03
2024-05-09 20:42:35 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 6.755, Acc: 0.080, Base Lr: 2.46e-03
2024-05-09 20:42:42 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 6.723, Acc: 0.087, Base Lr: 2.46e-03
2024-05-09 20:42:48 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 6.679, Acc: 0.096, Base Lr: 2.46e-03
2024-05-09 20:42:55 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 6.636, Acc: 0.104, Base Lr: 2.46e-03
2024-05-09 20:43:02 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 6.573, Acc: 0.116, Base Lr: 2.46e-03
2024-05-09 20:43:09 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 6.497, Acc: 0.132, Base Lr: 2.46e-03
2024-05-09 20:43:11 transreid.train INFO: Epoch 6 done. Time per epoch: 122.795[s] Speed: 95.4[samples/s]
2024-05-09 20:43:18 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 6.515, Acc: 0.053, Base Lr: 2.85e-03
2024-05-09 20:43:25 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 6.523, Acc: 0.062, Base Lr: 2.85e-03
2024-05-09 20:43:31 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 6.460, Acc: 0.071, Base Lr: 2.85e-03
2024-05-09 20:43:38 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 6.437, Acc: 0.070, Base Lr: 2.85e-03
2024-05-09 20:43:45 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 6.387, Acc: 0.075, Base Lr: 2.85e-03
2024-05-09 20:43:51 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 6.313, Acc: 0.086, Base Lr: 2.85e-03
2024-05-09 20:43:58 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 6.250, Acc: 0.096, Base Lr: 2.85e-03
2024-05-09 20:44:05 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 6.212, Acc: 0.099, Base Lr: 2.85e-03
2024-05-09 20:44:11 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 6.162, Acc: 0.104, Base Lr: 2.85e-03
2024-05-09 20:44:18 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 6.123, Acc: 0.109, Base Lr: 2.85e-03
2024-05-09 20:44:25 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 6.098, Acc: 0.112, Base Lr: 2.85e-03
2024-05-09 20:44:31 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 6.065, Acc: 0.118, Base Lr: 2.85e-03
2024-05-09 20:44:38 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 6.024, Acc: 0.124, Base Lr: 2.85e-03
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2024-05-09 20:45:14 transreid.train INFO: Epoch 7 done. Time per epoch: 123.022[s] Speed: 95.2[samples/s]
2024-05-09 20:45:21 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 5.812, Acc: 0.097, Base Lr: 3.25e-03
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2024-05-09 20:47:17 transreid.train INFO: Epoch 8 done. Time per epoch: 122.879[s] Speed: 95.3[samples/s]
2024-05-09 20:47:24 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 5.236, Acc: 0.161, Base Lr: 3.64e-03
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2024-05-09 20:49:21 transreid.train INFO: Epoch 9 done. Time per epoch: 123.936[s] Speed: 95.0[samples/s]
2024-05-09 20:49:28 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 4.385, Acc: 0.264, Base Lr: 4.04e-03
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2024-05-09 20:51:23 transreid.train INFO: Epoch 10 done. Time per epoch: 122.664[s] Speed: 95.5[samples/s]
2024-05-09 20:51:30 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 3.855, Acc: 0.381, Base Lr: 4.44e-03
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2024-05-09 20:53:24 transreid.train INFO: Epoch 11 done. Time per epoch: 121.173[s] Speed: 96.7[samples/s]
2024-05-09 20:53:32 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 3.289, Acc: 0.452, Base Lr: 4.83e-03
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2024-05-09 20:55:28 transreid.train INFO: Epoch 12 done. Time per epoch: 123.181[s] Speed: 95.1[samples/s]
2024-05-09 20:55:35 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 3.195, Acc: 0.475, Base Lr: 5.23e-03
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2024-05-09 20:57:31 transreid.train INFO: Epoch 13 done. Time per epoch: 122.951[s] Speed: 95.3[samples/s]
2024-05-09 20:57:38 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 2.502, Acc: 0.584, Base Lr: 5.62e-03
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2024-05-09 20:59:34 transreid.train INFO: Epoch 14 done. Time per epoch: 123.800[s] Speed: 95.1[samples/s]
2024-05-09 20:59:42 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 1.967, Acc: 0.694, Base Lr: 6.02e-03
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2024-05-09 21:01:38 transreid.train INFO: Epoch 15 done. Time per epoch: 123.545[s] Speed: 94.8[samples/s]
2024-05-09 21:01:45 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 1.658, Acc: 0.722, Base Lr: 6.42e-03
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2024-05-09 21:03:42 transreid.train INFO: Epoch 16 done. Time per epoch: 124.634[s] Speed: 94.0[samples/s]
2024-05-09 21:03:50 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 1.267, Acc: 0.800, Base Lr: 6.81e-03
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2024-05-09 21:05:47 transreid.train INFO: Epoch 17 done. Time per epoch: 124.118[s] Speed: 94.4[samples/s]
2024-05-09 21:05:54 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 1.166, Acc: 0.825, Base Lr: 7.21e-03
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2024-05-09 21:07:50 transreid.train INFO: Epoch 18 done. Time per epoch: 123.314[s] Speed: 95.0[samples/s]
2024-05-09 21:07:57 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 1.023, Acc: 0.833, Base Lr: 7.60e-03
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2024-05-09 21:09:54 transreid.train INFO: Epoch 19 done. Time per epoch: 124.098[s] Speed: 94.9[samples/s]
2024-05-09 21:10:01 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.756, Acc: 0.903, Base Lr: 7.47e-03
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2024-05-09 21:11:58 transreid.train INFO: Epoch 20 done. Time per epoch: 123.732[s] Speed: 94.7[samples/s]
2024-05-09 21:12:39 transreid.train INFO: Validation Results - Epoch: 20
2024-05-09 21:12:39 transreid.train INFO: mAP: 70.1%
2024-05-09 21:12:39 transreid.train INFO: CMC curve, Rank-1  :87.1%
2024-05-09 21:12:39 transreid.train INFO: CMC curve, Rank-5  :94.9%
2024-05-09 21:12:39 transreid.train INFO: CMC curve, Rank-10 :96.9%
2024-05-09 21:12:47 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.816, Acc: 0.919, Base Lr: 7.41e-03
2024-05-09 21:12:53 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.751, Acc: 0.912, Base Lr: 7.41e-03
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2024-05-09 21:14:44 transreid.train INFO: Epoch 21 done. Time per epoch: 124.494[s] Speed: 94.6[samples/s]
2024-05-09 21:14:51 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.634, Acc: 0.931, Base Lr: 7.36e-03
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2024-05-09 21:16:48 transreid.train INFO: Epoch 22 done. Time per epoch: 124.081[s] Speed: 94.4[samples/s]
2024-05-09 21:16:55 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.619, Acc: 0.941, Base Lr: 7.30e-03
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2024-05-09 21:18:52 transreid.train INFO: Epoch 23 done. Time per epoch: 123.873[s] Speed: 94.5[samples/s]
2024-05-09 21:18:59 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.507, Acc: 0.950, Base Lr: 7.24e-03
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2024-05-09 21:20:56 transreid.train INFO: Epoch 24 done. Time per epoch: 124.491[s] Speed: 94.6[samples/s]
2024-05-09 21:21:04 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.443, Acc: 0.955, Base Lr: 7.18e-03
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2024-05-09 21:22:59 transreid.train INFO: Epoch 25 done. Time per epoch: 122.370[s] Speed: 95.7[samples/s]
2024-05-09 21:23:06 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.380, Acc: 0.958, Base Lr: 7.11e-03
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2024-05-09 21:25:02 transreid.train INFO: Epoch 26 done. Time per epoch: 123.442[s] Speed: 94.9[samples/s]
2024-05-09 21:25:09 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.451, Acc: 0.961, Base Lr: 7.04e-03
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2024-05-09 21:27:03 transreid.train INFO: Epoch[27] Iter[180/186] Loss: 0.323, Acc: 0.974, Base Lr: 7.04e-03
2024-05-09 21:27:05 transreid.train INFO: Epoch 27 done. Time per epoch: 123.068[s] Speed: 95.2[samples/s]
2024-05-09 21:27:12 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.300, Acc: 0.988, Base Lr: 6.97e-03
2024-05-09 21:27:19 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.316, Acc: 0.984, Base Lr: 6.97e-03
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2024-05-09 21:27:46 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 0.331, Acc: 0.974, Base Lr: 6.97e-03
2024-05-09 21:27:53 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 0.329, Acc: 0.975, Base Lr: 6.97e-03
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2024-05-09 21:29:08 transreid.train INFO: Epoch 28 done. Time per epoch: 122.842[s] Speed: 95.3[samples/s]
2024-05-09 21:29:15 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.389, Acc: 0.963, Base Lr: 6.90e-03
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2024-05-09 21:29:49 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 0.342, Acc: 0.973, Base Lr: 6.90e-03
2024-05-09 21:29:55 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.341, Acc: 0.973, Base Lr: 6.90e-03
2024-05-09 21:30:02 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.344, Acc: 0.974, Base Lr: 6.90e-03
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2024-05-09 21:31:02 transreid.train INFO: Epoch[29] Iter[170/186] Loss: 0.296, Acc: 0.977, Base Lr: 6.90e-03
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2024-05-09 21:31:11 transreid.train INFO: Epoch 29 done. Time per epoch: 122.816[s] Speed: 95.4[samples/s]
2024-05-09 21:31:18 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.310, Acc: 0.980, Base Lr: 6.83e-03
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2024-05-09 21:31:38 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 0.300, Acc: 0.975, Base Lr: 6.83e-03
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2024-05-09 21:31:52 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 0.300, Acc: 0.977, Base Lr: 6.83e-03
2024-05-09 21:31:58 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.299, Acc: 0.977, Base Lr: 6.83e-03
2024-05-09 21:32:05 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.308, Acc: 0.976, Base Lr: 6.83e-03
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2024-05-09 21:32:59 transreid.train INFO: Epoch[30] Iter[160/186] Loss: 0.283, Acc: 0.979, Base Lr: 6.83e-03
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2024-05-09 21:33:15 transreid.train INFO: Epoch 30 done. Time per epoch: 123.993[s] Speed: 95.0[samples/s]
2024-05-09 21:33:22 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.262, Acc: 0.980, Base Lr: 6.76e-03
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2024-05-09 21:35:17 transreid.train INFO: Epoch 31 done. Time per epoch: 122.139[s] Speed: 95.4[samples/s]
2024-05-09 21:35:24 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.280, Acc: 0.967, Base Lr: 6.68e-03
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2024-05-09 21:37:20 transreid.train INFO: Epoch 32 done. Time per epoch: 123.327[s] Speed: 95.0[samples/s]
2024-05-09 21:37:27 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.283, Acc: 0.980, Base Lr: 6.60e-03
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2024-05-09 21:39:24 transreid.train INFO: Epoch 33 done. Time per epoch: 123.818[s] Speed: 95.1[samples/s]
2024-05-09 21:39:31 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.305, Acc: 0.975, Base Lr: 6.52e-03
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2024-05-09 21:41:28 transreid.train INFO: Epoch 34 done. Time per epoch: 123.961[s] Speed: 95.0[samples/s]
2024-05-09 21:41:35 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.266, Acc: 0.983, Base Lr: 6.44e-03
2024-05-09 21:41:42 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.258, Acc: 0.984, Base Lr: 6.44e-03
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2024-05-09 21:42:03 transreid.train INFO: Epoch[35] Iter[50/186] Loss: 0.263, Acc: 0.982, Base Lr: 6.44e-03
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2024-05-09 21:43:10 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.236, Acc: 0.984, Base Lr: 6.44e-03
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2024-05-09 21:43:33 transreid.train INFO: Epoch 35 done. Time per epoch: 124.586[s] Speed: 94.5[samples/s]
2024-05-09 21:43:40 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.210, Acc: 0.981, Base Lr: 6.35e-03
2024-05-09 21:43:46 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.231, Acc: 0.977, Base Lr: 6.35e-03
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2024-05-09 21:44:06 transreid.train INFO: Epoch[36] Iter[50/186] Loss: 0.244, Acc: 0.982, Base Lr: 6.35e-03
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2024-05-09 21:44:20 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 0.235, Acc: 0.982, Base Lr: 6.35e-03
2024-05-09 21:44:27 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.236, Acc: 0.982, Base Lr: 6.35e-03
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2024-05-09 21:45:20 transreid.train INFO: Epoch[36] Iter[160/186] Loss: 0.217, Acc: 0.984, Base Lr: 6.35e-03
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2024-05-09 21:45:36 transreid.train INFO: Epoch 36 done. Time per epoch: 123.394[s] Speed: 95.4[samples/s]
2024-05-09 21:45:43 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.197, Acc: 0.984, Base Lr: 6.27e-03
2024-05-09 21:45:50 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 0.214, Acc: 0.984, Base Lr: 6.27e-03
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2024-05-09 21:46:10 transreid.train INFO: Epoch[37] Iter[50/186] Loss: 0.226, Acc: 0.983, Base Lr: 6.27e-03
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2024-05-09 21:46:24 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.226, Acc: 0.982, Base Lr: 6.27e-03
2024-05-09 21:46:31 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.227, Acc: 0.982, Base Lr: 6.27e-03
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2024-05-09 21:47:40 transreid.train INFO: Epoch 37 done. Time per epoch: 124.260[s] Speed: 94.8[samples/s]
2024-05-09 21:47:48 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.265, Acc: 0.983, Base Lr: 6.18e-03
2024-05-09 21:47:54 transreid.train INFO: Epoch[38] Iter[20/186] Loss: 0.251, Acc: 0.980, Base Lr: 6.18e-03
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2024-05-09 21:48:14 transreid.train INFO: Epoch[38] Iter[50/186] Loss: 0.242, Acc: 0.979, Base Lr: 6.18e-03
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2024-05-09 21:48:28 transreid.train INFO: Epoch[38] Iter[70/186] Loss: 0.246, Acc: 0.979, Base Lr: 6.18e-03
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2024-05-09 21:49:21 transreid.train INFO: Epoch[38] Iter[150/186] Loss: 0.222, Acc: 0.982, Base Lr: 6.18e-03
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2024-05-09 21:49:44 transreid.train INFO: Epoch 38 done. Time per epoch: 123.249[s] Speed: 95.0[samples/s]
2024-05-09 21:49:51 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.255, Acc: 0.984, Base Lr: 6.09e-03
2024-05-09 21:49:58 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.221, Acc: 0.988, Base Lr: 6.09e-03
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2024-05-09 21:50:31 transreid.train INFO: Epoch[39] Iter[70/186] Loss: 0.203, Acc: 0.986, Base Lr: 6.09e-03
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2024-05-09 21:50:44 transreid.train INFO: Epoch[39] Iter[90/186] Loss: 0.199, Acc: 0.988, Base Lr: 6.09e-03
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2024-05-09 21:51:04 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.199, Acc: 0.988, Base Lr: 6.09e-03
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2024-05-09 21:51:18 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.191, Acc: 0.988, Base Lr: 6.09e-03
2024-05-09 21:51:24 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.189, Acc: 0.988, Base Lr: 6.09e-03
2024-05-09 21:51:31 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.187, Acc: 0.988, Base Lr: 6.09e-03
2024-05-09 21:51:38 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.185, Acc: 0.988, Base Lr: 6.09e-03
2024-05-09 21:51:44 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.183, Acc: 0.988, Base Lr: 6.09e-03
2024-05-09 21:51:46 transreid.train INFO: Epoch 39 done. Time per epoch: 122.902[s] Speed: 95.3[samples/s]
2024-05-09 21:51:54 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.248, Acc: 0.978, Base Lr: 6.00e-03
2024-05-09 21:52:00 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.230, Acc: 0.983, Base Lr: 6.00e-03
2024-05-09 21:52:07 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.228, Acc: 0.983, Base Lr: 6.00e-03
2024-05-09 21:52:14 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.232, Acc: 0.984, Base Lr: 6.00e-03
2024-05-09 21:52:20 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.229, Acc: 0.984, Base Lr: 6.00e-03
2024-05-09 21:52:27 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.227, Acc: 0.985, Base Lr: 6.00e-03
2024-05-09 21:52:34 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.226, Acc: 0.985, Base Lr: 6.00e-03
2024-05-09 21:52:40 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.221, Acc: 0.986, Base Lr: 6.00e-03
2024-05-09 21:52:46 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.217, Acc: 0.986, Base Lr: 6.00e-03
2024-05-09 21:52:52 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.216, Acc: 0.986, Base Lr: 6.00e-03
2024-05-09 21:52:59 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.217, Acc: 0.986, Base Lr: 6.00e-03
2024-05-09 21:53:06 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.214, Acc: 0.986, Base Lr: 6.00e-03
2024-05-09 21:53:12 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.211, Acc: 0.986, Base Lr: 6.00e-03
2024-05-09 21:53:19 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.208, Acc: 0.986, Base Lr: 6.00e-03
2024-05-09 21:53:26 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.208, Acc: 0.986, Base Lr: 6.00e-03
2024-05-09 21:53:33 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.203, Acc: 0.986, Base Lr: 6.00e-03
2024-05-09 21:53:40 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.202, Acc: 0.986, Base Lr: 6.00e-03
2024-05-09 21:53:46 transreid.train INFO: Epoch[40] Iter[180/186] Loss: 0.197, Acc: 0.987, Base Lr: 6.00e-03
2024-05-09 21:53:49 transreid.train INFO: Epoch 40 done. Time per epoch: 122.083[s] Speed: 95.9[samples/s]
2024-05-09 21:54:26 transreid.train INFO: Validation Results - Epoch: 40
2024-05-09 21:54:26 transreid.train INFO: mAP: 76.5%
2024-05-09 21:54:26 transreid.train INFO: CMC curve, Rank-1  :89.7%
2024-05-09 21:54:26 transreid.train INFO: CMC curve, Rank-5  :96.5%
2024-05-09 21:54:26 transreid.train INFO: CMC curve, Rank-10 :97.7%
2024-05-09 21:54:33 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.209, Acc: 0.984, Base Lr: 5.91e-03
2024-05-09 21:54:40 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.201, Acc: 0.986, Base Lr: 5.91e-03
2024-05-09 21:54:46 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.225, Acc: 0.983, Base Lr: 5.91e-03
2024-05-09 21:54:53 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.224, Acc: 0.984, Base Lr: 5.91e-03
2024-05-09 21:55:00 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.219, Acc: 0.984, Base Lr: 5.91e-03
2024-05-09 21:55:06 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.215, Acc: 0.984, Base Lr: 5.91e-03
2024-05-09 21:55:13 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.209, Acc: 0.985, Base Lr: 5.91e-03
2024-05-09 21:55:20 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.204, Acc: 0.986, Base Lr: 5.91e-03
2024-05-09 21:55:26 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.201, Acc: 0.986, Base Lr: 5.91e-03
2024-05-09 21:55:33 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.195, Acc: 0.987, Base Lr: 5.91e-03
2024-05-09 21:55:39 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.192, Acc: 0.987, Base Lr: 5.91e-03
2024-05-09 21:55:46 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.188, Acc: 0.988, Base Lr: 5.91e-03
2024-05-09 21:55:53 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.188, Acc: 0.988, Base Lr: 5.91e-03
2024-05-09 21:56:00 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.189, Acc: 0.988, Base Lr: 5.91e-03
2024-05-09 21:56:06 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.186, Acc: 0.989, Base Lr: 5.91e-03
2024-05-09 21:56:13 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.185, Acc: 0.989, Base Lr: 5.91e-03
2024-05-09 21:56:19 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.184, Acc: 0.989, Base Lr: 5.91e-03
2024-05-09 21:56:26 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.181, Acc: 0.988, Base Lr: 5.91e-03
2024-05-09 21:56:29 transreid.train INFO: Epoch 41 done. Time per epoch: 123.100[s] Speed: 95.7[samples/s]
2024-05-09 21:56:36 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.168, Acc: 0.992, Base Lr: 5.82e-03
2024-05-09 21:56:43 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.203, Acc: 0.987, Base Lr: 5.82e-03
2024-05-09 21:56:50 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.206, Acc: 0.986, Base Lr: 5.82e-03
2024-05-09 21:56:56 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.198, Acc: 0.987, Base Lr: 5.82e-03
2024-05-09 21:57:03 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.199, Acc: 0.987, Base Lr: 5.82e-03
2024-05-09 21:57:10 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.194, Acc: 0.987, Base Lr: 5.82e-03
2024-05-09 21:57:16 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.196, Acc: 0.987, Base Lr: 5.82e-03
2024-05-09 21:57:23 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.192, Acc: 0.987, Base Lr: 5.82e-03
2024-05-09 21:57:30 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.195, Acc: 0.987, Base Lr: 5.82e-03
2024-05-09 21:57:37 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.193, Acc: 0.987, Base Lr: 5.82e-03
2024-05-09 21:57:43 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.196, Acc: 0.986, Base Lr: 5.82e-03
2024-05-09 21:57:50 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.194, Acc: 0.987, Base Lr: 5.82e-03
2024-05-09 21:57:57 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.190, Acc: 0.987, Base Lr: 5.82e-03
2024-05-09 21:58:03 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.187, Acc: 0.987, Base Lr: 5.82e-03
2024-05-09 21:58:10 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.182, Acc: 0.988, Base Lr: 5.82e-03
2024-05-09 21:58:17 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.182, Acc: 0.988, Base Lr: 5.82e-03
2024-05-09 21:58:23 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.181, Acc: 0.988, Base Lr: 5.82e-03
2024-05-09 21:58:30 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.178, Acc: 0.988, Base Lr: 5.82e-03
2024-05-09 21:58:33 transreid.train INFO: Epoch 42 done. Time per epoch: 123.778[s] Speed: 95.1[samples/s]
2024-05-09 21:58:40 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.181, Acc: 0.989, Base Lr: 5.73e-03
2024-05-09 21:58:47 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.194, Acc: 0.988, Base Lr: 5.73e-03
2024-05-09 21:58:54 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.191, Acc: 0.988, Base Lr: 5.73e-03
2024-05-09 21:59:00 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.193, Acc: 0.988, Base Lr: 5.73e-03
2024-05-09 21:59:07 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.193, Acc: 0.987, Base Lr: 5.73e-03
2024-05-09 21:59:14 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.203, Acc: 0.986, Base Lr: 5.73e-03
2024-05-09 21:59:21 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.199, Acc: 0.986, Base Lr: 5.73e-03
2024-05-09 21:59:27 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.198, Acc: 0.987, Base Lr: 5.73e-03
2024-05-09 21:59:34 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.193, Acc: 0.987, Base Lr: 5.73e-03
2024-05-09 21:59:41 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.191, Acc: 0.987, Base Lr: 5.73e-03
2024-05-09 21:59:48 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.188, Acc: 0.988, Base Lr: 5.73e-03
2024-05-09 21:59:54 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.182, Acc: 0.989, Base Lr: 5.73e-03
2024-05-09 22:00:01 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.179, Acc: 0.989, Base Lr: 5.73e-03
2024-05-09 22:00:08 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.176, Acc: 0.989, Base Lr: 5.73e-03
2024-05-09 22:00:15 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.173, Acc: 0.989, Base Lr: 5.73e-03
2024-05-09 22:00:21 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.170, Acc: 0.989, Base Lr: 5.73e-03
2024-05-09 22:00:28 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.168, Acc: 0.990, Base Lr: 5.73e-03
2024-05-09 22:00:35 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.164, Acc: 0.990, Base Lr: 5.73e-03
2024-05-09 22:00:37 transreid.train INFO: Epoch 43 done. Time per epoch: 124.780[s] Speed: 94.4[samples/s]
2024-05-09 22:00:45 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.190, Acc: 0.989, Base Lr: 5.63e-03
2024-05-09 22:00:51 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.183, Acc: 0.988, Base Lr: 5.63e-03
2024-05-09 22:00:58 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.189, Acc: 0.989, Base Lr: 5.63e-03
2024-05-09 22:01:05 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.182, Acc: 0.989, Base Lr: 5.63e-03
2024-05-09 22:01:12 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.172, Acc: 0.991, Base Lr: 5.63e-03
2024-05-09 22:01:18 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.177, Acc: 0.990, Base Lr: 5.63e-03
2024-05-09 22:01:25 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.172, Acc: 0.990, Base Lr: 5.63e-03
2024-05-09 22:01:32 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.168, Acc: 0.990, Base Lr: 5.63e-03
2024-05-09 22:01:38 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.164, Acc: 0.991, Base Lr: 5.63e-03
2024-05-09 22:01:45 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.165, Acc: 0.991, Base Lr: 5.63e-03
2024-05-09 22:01:51 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.167, Acc: 0.990, Base Lr: 5.63e-03
2024-05-09 22:01:58 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.165, Acc: 0.990, Base Lr: 5.63e-03
2024-05-09 22:02:05 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.162, Acc: 0.991, Base Lr: 5.63e-03
2024-05-09 22:02:12 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.162, Acc: 0.991, Base Lr: 5.63e-03
2024-05-09 22:02:19 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.163, Acc: 0.991, Base Lr: 5.63e-03
2024-05-09 22:02:25 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.162, Acc: 0.991, Base Lr: 5.63e-03
2024-05-09 22:02:32 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.159, Acc: 0.991, Base Lr: 5.63e-03
2024-05-09 22:02:39 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.155, Acc: 0.991, Base Lr: 5.63e-03
2024-05-09 22:02:42 transreid.train INFO: Epoch 44 done. Time per epoch: 124.105[s] Speed: 94.9[samples/s]
2024-05-09 22:02:49 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.171, Acc: 0.997, Base Lr: 5.54e-03
2024-05-09 22:02:55 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.174, Acc: 0.993, Base Lr: 5.54e-03
2024-05-09 22:03:02 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.173, Acc: 0.991, Base Lr: 5.54e-03
2024-05-09 22:03:09 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.172, Acc: 0.991, Base Lr: 5.54e-03
2024-05-09 22:03:16 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.174, Acc: 0.992, Base Lr: 5.54e-03
2024-05-09 22:03:22 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.166, Acc: 0.992, Base Lr: 5.54e-03
2024-05-09 22:03:29 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.166, Acc: 0.991, Base Lr: 5.54e-03
2024-05-09 22:03:36 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.163, Acc: 0.991, Base Lr: 5.54e-03
2024-05-09 22:03:42 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.161, Acc: 0.991, Base Lr: 5.54e-03
2024-05-09 22:03:49 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.160, Acc: 0.991, Base Lr: 5.54e-03
2024-05-09 22:03:55 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.157, Acc: 0.990, Base Lr: 5.54e-03
2024-05-09 22:04:02 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.155, Acc: 0.990, Base Lr: 5.54e-03
2024-05-09 22:04:09 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.154, Acc: 0.991, Base Lr: 5.54e-03
2024-05-09 22:04:15 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.154, Acc: 0.990, Base Lr: 5.54e-03
2024-05-09 22:04:22 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.151, Acc: 0.991, Base Lr: 5.54e-03
2024-05-09 22:04:29 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.149, Acc: 0.991, Base Lr: 5.54e-03
2024-05-09 22:04:36 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.149, Acc: 0.991, Base Lr: 5.54e-03
2024-05-09 22:04:42 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.146, Acc: 0.991, Base Lr: 5.54e-03
2024-05-09 22:04:44 transreid.train INFO: Epoch 45 done. Time per epoch: 122.816[s] Speed: 95.4[samples/s]
2024-05-09 22:04:52 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.133, Acc: 0.991, Base Lr: 5.44e-03
2024-05-09 22:04:58 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.144, Acc: 0.988, Base Lr: 5.44e-03
2024-05-09 22:05:05 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.154, Acc: 0.988, Base Lr: 5.44e-03
2024-05-09 22:05:12 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.155, Acc: 0.988, Base Lr: 5.44e-03
2024-05-09 22:05:18 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.159, Acc: 0.988, Base Lr: 5.44e-03
2024-05-09 22:05:25 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.162, Acc: 0.989, Base Lr: 5.44e-03
2024-05-09 22:05:32 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.167, Acc: 0.988, Base Lr: 5.44e-03
2024-05-09 22:05:39 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.163, Acc: 0.989, Base Lr: 5.44e-03
2024-05-09 22:05:45 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.161, Acc: 0.989, Base Lr: 5.44e-03
2024-05-09 22:05:52 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.159, Acc: 0.989, Base Lr: 5.44e-03
2024-05-09 22:05:59 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.155, Acc: 0.989, Base Lr: 5.44e-03
2024-05-09 22:06:06 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.157, Acc: 0.989, Base Lr: 5.44e-03
2024-05-09 22:06:12 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.156, Acc: 0.989, Base Lr: 5.44e-03
2024-05-09 22:06:19 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.154, Acc: 0.989, Base Lr: 5.44e-03
2024-05-09 22:06:26 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.151, Acc: 0.989, Base Lr: 5.44e-03
2024-05-09 22:06:32 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.150, Acc: 0.990, Base Lr: 5.44e-03
2024-05-09 22:06:39 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.149, Acc: 0.990, Base Lr: 5.44e-03
2024-05-09 22:06:46 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.148, Acc: 0.991, Base Lr: 5.44e-03
2024-05-09 22:06:48 transreid.train INFO: Epoch 46 done. Time per epoch: 123.316[s] Speed: 95.0[samples/s]
2024-05-09 22:06:55 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.140, Acc: 0.994, Base Lr: 5.34e-03
2024-05-09 22:07:02 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.168, Acc: 0.993, Base Lr: 5.34e-03
2024-05-09 22:07:08 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.152, Acc: 0.992, Base Lr: 5.34e-03
2024-05-09 22:07:15 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.159, Acc: 0.989, Base Lr: 5.34e-03
2024-05-09 22:07:21 transreid.train INFO: Epoch[47] Iter[50/186] Loss: 0.152, Acc: 0.990, Base Lr: 5.34e-03
2024-05-09 22:07:28 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.144, Acc: 0.991, Base Lr: 5.34e-03
2024-05-09 22:07:35 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.145, Acc: 0.991, Base Lr: 5.34e-03
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2024-05-09 22:08:51 transreid.train INFO: Epoch 47 done. Time per epoch: 123.397[s] Speed: 95.4[samples/s]
2024-05-09 22:08:58 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.176, Acc: 0.983, Base Lr: 5.24e-03
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2024-05-09 22:10:55 transreid.train INFO: Epoch 48 done. Time per epoch: 123.691[s] Speed: 95.2[samples/s]
2024-05-09 22:11:02 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.180, Acc: 0.986, Base Lr: 5.14e-03
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2024-05-09 22:12:58 transreid.train INFO: Epoch 49 done. Time per epoch: 122.960[s] Speed: 95.3[samples/s]
2024-05-09 22:13:05 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.118, Acc: 0.991, Base Lr: 5.04e-03
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2024-05-09 22:15:03 transreid.train INFO: Epoch 50 done. Time per epoch: 124.931[s] Speed: 94.3[samples/s]
2024-05-09 22:15:10 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.158, Acc: 0.989, Base Lr: 4.94e-03
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2024-05-09 22:17:07 transreid.train INFO: Epoch 51 done. Time per epoch: 124.372[s] Speed: 94.7[samples/s]
2024-05-09 22:17:14 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.150, Acc: 0.989, Base Lr: 4.84e-03
2024-05-09 22:17:21 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.142, Acc: 0.988, Base Lr: 4.84e-03
2024-05-09 22:17:28 transreid.train INFO: Epoch[52] Iter[30/186] Loss: 0.144, Acc: 0.989, Base Lr: 4.84e-03
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2024-05-09 22:18:01 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.135, Acc: 0.990, Base Lr: 4.84e-03
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2024-05-09 22:19:12 transreid.train INFO: Epoch 52 done. Time per epoch: 124.799[s] Speed: 94.4[samples/s]
2024-05-09 22:19:19 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.173, Acc: 0.989, Base Lr: 4.74e-03
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2024-05-09 22:19:53 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.151, Acc: 0.990, Base Lr: 4.74e-03
2024-05-09 22:20:00 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.148, Acc: 0.991, Base Lr: 4.74e-03
2024-05-09 22:20:06 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.144, Acc: 0.991, Base Lr: 4.74e-03
2024-05-09 22:20:13 transreid.train INFO: Epoch[53] Iter[90/186] Loss: 0.141, Acc: 0.992, Base Lr: 4.74e-03
2024-05-09 22:20:20 transreid.train INFO: Epoch[53] Iter[100/186] Loss: 0.138, Acc: 0.992, Base Lr: 4.74e-03
2024-05-09 22:20:26 transreid.train INFO: Epoch[53] Iter[110/186] Loss: 0.134, Acc: 0.993, Base Lr: 4.74e-03
2024-05-09 22:20:33 transreid.train INFO: Epoch[53] Iter[120/186] Loss: 0.136, Acc: 0.992, Base Lr: 4.74e-03
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2024-05-09 22:20:53 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.131, Acc: 0.993, Base Lr: 4.74e-03
2024-05-09 22:21:00 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.129, Acc: 0.993, Base Lr: 4.74e-03
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2024-05-09 22:21:16 transreid.train INFO: Epoch 53 done. Time per epoch: 124.368[s] Speed: 94.7[samples/s]
2024-05-09 22:21:24 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.160, Acc: 0.992, Base Lr: 4.63e-03
2024-05-09 22:21:30 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.157, Acc: 0.988, Base Lr: 4.63e-03
2024-05-09 22:21:37 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.149, Acc: 0.989, Base Lr: 4.63e-03
2024-05-09 22:21:44 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 0.160, Acc: 0.988, Base Lr: 4.63e-03
2024-05-09 22:21:50 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.153, Acc: 0.987, Base Lr: 4.63e-03
2024-05-09 22:21:57 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.149, Acc: 0.988, Base Lr: 4.63e-03
2024-05-09 22:22:04 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.142, Acc: 0.989, Base Lr: 4.63e-03
2024-05-09 22:22:10 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.140, Acc: 0.989, Base Lr: 4.63e-03
2024-05-09 22:22:17 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.138, Acc: 0.990, Base Lr: 4.63e-03
2024-05-09 22:22:24 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.135, Acc: 0.990, Base Lr: 4.63e-03
2024-05-09 22:22:30 transreid.train INFO: Epoch[54] Iter[110/186] Loss: 0.132, Acc: 0.990, Base Lr: 4.63e-03
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2024-05-09 22:22:57 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.129, Acc: 0.991, Base Lr: 4.63e-03
2024-05-09 22:23:04 transreid.train INFO: Epoch[54] Iter[160/186] Loss: 0.128, Acc: 0.991, Base Lr: 4.63e-03
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2024-05-09 22:23:19 transreid.train INFO: Epoch 54 done. Time per epoch: 122.432[s] Speed: 96.2[samples/s]
2024-05-09 22:23:26 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.135, Acc: 0.994, Base Lr: 4.53e-03
2024-05-09 22:23:32 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.137, Acc: 0.994, Base Lr: 4.53e-03
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2024-05-09 22:24:05 transreid.train INFO: Epoch[55] Iter[70/186] Loss: 0.141, Acc: 0.993, Base Lr: 4.53e-03
2024-05-09 22:24:12 transreid.train INFO: Epoch[55] Iter[80/186] Loss: 0.143, Acc: 0.992, Base Lr: 4.53e-03
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2024-05-09 22:25:22 transreid.train INFO: Epoch 55 done. Time per epoch: 123.741[s] Speed: 94.6[samples/s]
2024-05-09 22:25:30 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.139, Acc: 0.991, Base Lr: 4.43e-03
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2024-05-09 22:26:12 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.145, Acc: 0.993, Base Lr: 4.43e-03
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2024-05-09 22:26:41 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.132, Acc: 0.993, Base Lr: 4.43e-03
2024-05-09 22:26:46 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.129, Acc: 0.993, Base Lr: 4.43e-03
2024-05-09 22:26:50 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.126, Acc: 0.993, Base Lr: 4.43e-03
2024-05-09 22:26:55 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.125, Acc: 0.993, Base Lr: 4.43e-03
2024-05-09 22:27:00 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.123, Acc: 0.993, Base Lr: 4.43e-03
2024-05-09 22:27:01 transreid.train INFO: Epoch 56 done. Time per epoch: 98.946[s] Speed: 118.4[samples/s]
2024-05-09 22:27:07 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.130, Acc: 0.995, Base Lr: 4.32e-03
2024-05-09 22:27:12 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.144, Acc: 0.993, Base Lr: 4.32e-03
2024-05-09 22:27:16 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.147, Acc: 0.993, Base Lr: 4.32e-03
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2024-05-09 22:27:31 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.144, Acc: 0.993, Base Lr: 4.32e-03
2024-05-09 22:27:35 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.143, Acc: 0.993, Base Lr: 4.32e-03
2024-05-09 22:27:40 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.141, Acc: 0.992, Base Lr: 4.32e-03
2024-05-09 22:27:45 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.139, Acc: 0.993, Base Lr: 4.32e-03
2024-05-09 22:27:50 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.135, Acc: 0.993, Base Lr: 4.32e-03
2024-05-09 22:27:54 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.131, Acc: 0.993, Base Lr: 4.32e-03
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2024-05-09 22:28:04 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.127, Acc: 0.994, Base Lr: 4.32e-03
2024-05-09 22:28:09 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.125, Acc: 0.994, Base Lr: 4.32e-03
2024-05-09 22:28:13 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.123, Acc: 0.994, Base Lr: 4.32e-03
2024-05-09 22:28:20 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.120, Acc: 0.994, Base Lr: 4.32e-03
2024-05-09 22:28:26 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.117, Acc: 0.994, Base Lr: 4.32e-03
2024-05-09 22:28:33 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.115, Acc: 0.994, Base Lr: 4.32e-03
2024-05-09 22:28:36 transreid.train INFO: Epoch 57 done. Time per epoch: 94.533[s] Speed: 124.6[samples/s]
2024-05-09 22:28:43 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.121, Acc: 0.995, Base Lr: 4.22e-03
2024-05-09 22:28:50 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.134, Acc: 0.991, Base Lr: 4.22e-03
2024-05-09 22:28:56 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.140, Acc: 0.990, Base Lr: 4.22e-03
2024-05-09 22:29:03 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.139, Acc: 0.990, Base Lr: 4.22e-03
2024-05-09 22:29:10 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.137, Acc: 0.991, Base Lr: 4.22e-03
2024-05-09 22:29:16 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.130, Acc: 0.992, Base Lr: 4.22e-03
2024-05-09 22:29:23 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.127, Acc: 0.992, Base Lr: 4.22e-03
2024-05-09 22:29:30 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.128, Acc: 0.992, Base Lr: 4.22e-03
2024-05-09 22:29:36 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.122, Acc: 0.993, Base Lr: 4.22e-03
2024-05-09 22:29:43 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.122, Acc: 0.993, Base Lr: 4.22e-03
2024-05-09 22:29:50 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.120, Acc: 0.993, Base Lr: 4.22e-03
2024-05-09 22:29:56 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.120, Acc: 0.993, Base Lr: 4.22e-03
2024-05-09 22:30:03 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.120, Acc: 0.993, Base Lr: 4.22e-03
2024-05-09 22:30:10 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.119, Acc: 0.993, Base Lr: 4.22e-03
2024-05-09 22:30:16 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.118, Acc: 0.993, Base Lr: 4.22e-03
2024-05-09 22:30:23 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.118, Acc: 0.993, Base Lr: 4.22e-03
2024-05-09 22:30:30 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.116, Acc: 0.993, Base Lr: 4.22e-03
2024-05-09 22:30:36 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.116, Acc: 0.993, Base Lr: 4.22e-03
2024-05-09 22:30:38 transreid.train INFO: Epoch 58 done. Time per epoch: 122.404[s] Speed: 95.7[samples/s]
2024-05-09 22:30:46 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.138, Acc: 0.989, Base Lr: 4.11e-03
2024-05-09 22:30:52 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.134, Acc: 0.991, Base Lr: 4.11e-03
2024-05-09 22:30:59 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.137, Acc: 0.992, Base Lr: 4.11e-03
2024-05-09 22:31:05 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.134, Acc: 0.991, Base Lr: 4.11e-03
2024-05-09 22:31:12 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.134, Acc: 0.991, Base Lr: 4.11e-03
2024-05-09 22:31:19 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.133, Acc: 0.992, Base Lr: 4.11e-03
2024-05-09 22:31:25 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.129, Acc: 0.992, Base Lr: 4.11e-03
2024-05-09 22:31:32 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.123, Acc: 0.993, Base Lr: 4.11e-03
2024-05-09 22:31:39 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.119, Acc: 0.993, Base Lr: 4.11e-03
2024-05-09 22:31:45 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.121, Acc: 0.993, Base Lr: 4.11e-03
2024-05-09 22:31:52 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.119, Acc: 0.993, Base Lr: 4.11e-03
2024-05-09 22:31:59 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.118, Acc: 0.993, Base Lr: 4.11e-03
2024-05-09 22:32:05 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.118, Acc: 0.993, Base Lr: 4.11e-03
2024-05-09 22:32:12 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.116, Acc: 0.994, Base Lr: 4.11e-03
2024-05-09 22:32:18 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.113, Acc: 0.994, Base Lr: 4.11e-03
2024-05-09 22:32:25 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.111, Acc: 0.994, Base Lr: 4.11e-03
2024-05-09 22:32:32 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.108, Acc: 0.994, Base Lr: 4.11e-03
2024-05-09 22:32:38 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.107, Acc: 0.994, Base Lr: 4.11e-03
2024-05-09 22:32:41 transreid.train INFO: Epoch 59 done. Time per epoch: 122.919[s] Speed: 95.8[samples/s]
2024-05-09 22:32:49 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.110, Acc: 0.988, Base Lr: 4.01e-03
2024-05-09 22:32:55 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.133, Acc: 0.984, Base Lr: 4.01e-03
2024-05-09 22:33:02 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.127, Acc: 0.987, Base Lr: 4.01e-03
2024-05-09 22:33:09 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.136, Acc: 0.986, Base Lr: 4.01e-03
2024-05-09 22:33:15 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.133, Acc: 0.988, Base Lr: 4.01e-03
2024-05-09 22:33:22 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.131, Acc: 0.989, Base Lr: 4.01e-03
2024-05-09 22:33:29 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.132, Acc: 0.989, Base Lr: 4.01e-03
2024-05-09 22:33:35 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.134, Acc: 0.989, Base Lr: 4.01e-03
2024-05-09 22:33:42 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.131, Acc: 0.990, Base Lr: 4.01e-03
2024-05-09 22:33:48 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.131, Acc: 0.990, Base Lr: 4.01e-03
2024-05-09 22:33:54 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.130, Acc: 0.990, Base Lr: 4.01e-03
2024-05-09 22:34:01 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.128, Acc: 0.991, Base Lr: 4.01e-03
2024-05-09 22:34:07 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.125, Acc: 0.991, Base Lr: 4.01e-03
2024-05-09 22:34:14 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.123, Acc: 0.991, Base Lr: 4.01e-03
2024-05-09 22:34:21 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.125, Acc: 0.991, Base Lr: 4.01e-03
2024-05-09 22:34:27 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.123, Acc: 0.991, Base Lr: 4.01e-03
2024-05-09 22:34:34 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.121, Acc: 0.992, Base Lr: 4.01e-03
2024-05-09 22:34:41 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.119, Acc: 0.992, Base Lr: 4.01e-03
2024-05-09 22:34:43 transreid.train INFO: Epoch 60 done. Time per epoch: 121.596[s] Speed: 96.3[samples/s]
2024-05-09 22:35:19 transreid.train INFO: Validation Results - Epoch: 60
2024-05-09 22:35:19 transreid.train INFO: mAP: 78.3%
2024-05-09 22:35:19 transreid.train INFO: CMC curve, Rank-1  :90.5%
2024-05-09 22:35:19 transreid.train INFO: CMC curve, Rank-5  :96.7%
2024-05-09 22:35:19 transreid.train INFO: CMC curve, Rank-10 :98.0%
2024-05-09 22:35:27 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.128, Acc: 0.997, Base Lr: 3.90e-03
2024-05-09 22:35:34 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.127, Acc: 0.995, Base Lr: 3.90e-03
2024-05-09 22:35:40 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.124, Acc: 0.994, Base Lr: 3.90e-03
2024-05-09 22:35:47 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.126, Acc: 0.994, Base Lr: 3.90e-03
2024-05-09 22:35:54 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.126, Acc: 0.993, Base Lr: 3.90e-03
2024-05-09 22:36:00 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.122, Acc: 0.993, Base Lr: 3.90e-03
2024-05-09 22:36:07 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.120, Acc: 0.993, Base Lr: 3.90e-03
2024-05-09 22:36:14 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.118, Acc: 0.994, Base Lr: 3.90e-03
2024-05-09 22:36:20 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.118, Acc: 0.994, Base Lr: 3.90e-03
2024-05-09 22:36:27 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.118, Acc: 0.994, Base Lr: 3.90e-03
2024-05-09 22:36:33 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.117, Acc: 0.994, Base Lr: 3.90e-03
2024-05-09 22:36:40 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.116, Acc: 0.994, Base Lr: 3.90e-03
2024-05-09 22:36:47 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.112, Acc: 0.994, Base Lr: 3.90e-03
2024-05-09 22:36:53 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.113, Acc: 0.994, Base Lr: 3.90e-03
2024-05-09 22:37:00 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.113, Acc: 0.994, Base Lr: 3.90e-03
2024-05-09 22:37:07 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.114, Acc: 0.994, Base Lr: 3.90e-03
2024-05-09 22:37:13 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.112, Acc: 0.994, Base Lr: 3.90e-03
2024-05-09 22:37:20 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.110, Acc: 0.994, Base Lr: 3.90e-03
2024-05-09 22:37:23 transreid.train INFO: Epoch 61 done. Time per epoch: 123.288[s] Speed: 95.5[samples/s]
2024-05-09 22:37:30 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.096, Acc: 0.997, Base Lr: 3.80e-03
2024-05-09 22:37:37 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.137, Acc: 0.993, Base Lr: 3.80e-03
2024-05-09 22:37:43 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.123, Acc: 0.992, Base Lr: 3.80e-03
2024-05-09 22:37:50 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.127, Acc: 0.991, Base Lr: 3.80e-03
2024-05-09 22:37:57 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.128, Acc: 0.992, Base Lr: 3.80e-03
2024-05-09 22:38:03 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.124, Acc: 0.992, Base Lr: 3.80e-03
2024-05-09 22:38:10 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.120, Acc: 0.992, Base Lr: 3.80e-03
2024-05-09 22:38:17 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.122, Acc: 0.992, Base Lr: 3.80e-03
2024-05-09 22:38:23 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.122, Acc: 0.992, Base Lr: 3.80e-03
2024-05-09 22:38:30 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.120, Acc: 0.992, Base Lr: 3.80e-03
2024-05-09 22:38:37 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.118, Acc: 0.992, Base Lr: 3.80e-03
2024-05-09 22:38:43 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.119, Acc: 0.992, Base Lr: 3.80e-03
2024-05-09 22:38:50 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.116, Acc: 0.993, Base Lr: 3.80e-03
2024-05-09 22:38:56 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.114, Acc: 0.993, Base Lr: 3.80e-03
2024-05-09 22:39:03 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.113, Acc: 0.993, Base Lr: 3.80e-03
2024-05-09 22:39:10 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.111, Acc: 0.993, Base Lr: 3.80e-03
2024-05-09 22:39:16 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.109, Acc: 0.994, Base Lr: 3.80e-03
2024-05-09 22:39:22 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.108, Acc: 0.994, Base Lr: 3.80e-03
2024-05-09 22:39:24 transreid.train INFO: Epoch 62 done. Time per epoch: 121.117[s] Speed: 96.7[samples/s]
2024-05-09 22:39:31 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.140, Acc: 0.992, Base Lr: 3.69e-03
2024-05-09 22:39:38 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.131, Acc: 0.993, Base Lr: 3.69e-03
2024-05-09 22:39:45 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.123, Acc: 0.993, Base Lr: 3.69e-03
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2024-05-09 22:39:58 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.117, Acc: 0.993, Base Lr: 3.69e-03
2024-05-09 22:40:05 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.120, Acc: 0.992, Base Lr: 3.69e-03
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2024-05-09 22:41:26 transreid.train INFO: Epoch 63 done. Time per epoch: 122.509[s] Speed: 95.6[samples/s]
2024-05-09 22:41:34 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.114, Acc: 0.995, Base Lr: 3.59e-03
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2024-05-09 22:43:29 transreid.train INFO: Epoch 64 done. Time per epoch: 122.521[s] Speed: 95.6[samples/s]
2024-05-09 22:43:36 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.118, Acc: 0.991, Base Lr: 3.49e-03
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2024-05-09 22:45:31 transreid.train INFO: Epoch 65 done. Time per epoch: 122.507[s] Speed: 96.1[samples/s]
2024-05-09 22:45:39 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.104, Acc: 0.995, Base Lr: 3.38e-03
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2024-05-09 22:47:34 transreid.train INFO: Epoch 66 done. Time per epoch: 122.284[s] Speed: 95.8[samples/s]
2024-05-09 22:47:41 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.095, Acc: 0.998, Base Lr: 3.28e-03
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2024-05-09 22:49:37 transreid.train INFO: Epoch 67 done. Time per epoch: 123.530[s] Speed: 95.3[samples/s]
2024-05-09 22:49:45 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.099, Acc: 0.994, Base Lr: 3.18e-03
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2024-05-09 22:51:39 transreid.train INFO: Epoch 68 done. Time per epoch: 121.785[s] Speed: 96.2[samples/s]
2024-05-09 22:51:46 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.119, Acc: 0.994, Base Lr: 3.08e-03
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2024-05-09 22:53:41 transreid.train INFO: Epoch 69 done. Time per epoch: 121.722[s] Speed: 96.7[samples/s]
2024-05-09 22:53:48 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.082, Acc: 0.995, Base Lr: 2.97e-03
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2024-05-09 22:55:44 transreid.train INFO: Epoch 70 done. Time per epoch: 122.984[s] Speed: 95.2[samples/s]
2024-05-09 22:55:51 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.117, Acc: 0.997, Base Lr: 2.87e-03
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2024-05-09 22:57:47 transreid.train INFO: Epoch 71 done. Time per epoch: 123.081[s] Speed: 95.7[samples/s]
2024-05-09 22:57:54 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.089, Acc: 0.995, Base Lr: 2.77e-03
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2024-05-09 22:59:50 transreid.train INFO: Epoch 72 done. Time per epoch: 123.339[s] Speed: 95.0[samples/s]
2024-05-09 22:59:57 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.115, Acc: 0.997, Base Lr: 2.68e-03
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2024-05-09 23:01:52 transreid.train INFO: Epoch 73 done. Time per epoch: 121.875[s] Speed: 96.1[samples/s]
2024-05-09 23:01:59 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.080, Acc: 0.994, Base Lr: 2.58e-03
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2024-05-09 23:03:54 transreid.train INFO: Epoch 74 done. Time per epoch: 122.377[s] Speed: 95.7[samples/s]
2024-05-09 23:04:02 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.084, Acc: 0.998, Base Lr: 2.48e-03
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2024-05-09 23:05:57 transreid.train INFO: Epoch 75 done. Time per epoch: 122.706[s] Speed: 95.4[samples/s]
2024-05-09 23:06:05 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.108, Acc: 0.992, Base Lr: 2.38e-03
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2024-05-09 23:07:59 transreid.train INFO: Epoch 76 done. Time per epoch: 121.688[s] Speed: 96.2[samples/s]
2024-05-09 23:08:06 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.112, Acc: 0.994, Base Lr: 2.29e-03
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2024-05-09 23:10:01 transreid.train INFO: Epoch 77 done. Time per epoch: 122.204[s] Speed: 95.8[samples/s]
2024-05-09 23:10:08 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.105, Acc: 0.995, Base Lr: 2.20e-03
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2024-05-09 23:12:03 transreid.train INFO: Epoch 78 done. Time per epoch: 122.258[s] Speed: 95.8[samples/s]
2024-05-09 23:12:11 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.078, Acc: 0.997, Base Lr: 2.10e-03
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2024-05-09 23:12:56 transreid.train INFO: Epoch[79] Iter[80/186] Loss: 0.084, Acc: 0.996, Base Lr: 2.10e-03
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2024-05-09 23:14:03 transreid.train INFO: Epoch[79] Iter[180/186] Loss: 0.080, Acc: 0.995, Base Lr: 2.10e-03
2024-05-09 23:14:06 transreid.train INFO: Epoch 79 done. Time per epoch: 122.492[s] Speed: 96.1[samples/s]
2024-05-09 23:14:13 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.084, Acc: 0.995, Base Lr: 2.01e-03
2024-05-09 23:14:20 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.111, Acc: 0.992, Base Lr: 2.01e-03
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2024-05-09 23:15:00 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.104, Acc: 0.995, Base Lr: 2.01e-03
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2024-05-09 23:16:08 transreid.train INFO: Epoch 80 done. Time per epoch: 122.402[s] Speed: 95.7[samples/s]
2024-05-09 23:16:45 transreid.train INFO: Validation Results - Epoch: 80
2024-05-09 23:16:45 transreid.train INFO: mAP: 79.2%
2024-05-09 23:16:45 transreid.train INFO: CMC curve, Rank-1  :90.9%
2024-05-09 23:16:45 transreid.train INFO: CMC curve, Rank-5  :96.9%
2024-05-09 23:16:45 transreid.train INFO: CMC curve, Rank-10 :98.2%
2024-05-09 23:16:52 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.104, Acc: 0.989, Base Lr: 1.92e-03
2024-05-09 23:16:59 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.096, Acc: 0.993, Base Lr: 1.92e-03
2024-05-09 23:17:06 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.094, Acc: 0.993, Base Lr: 1.92e-03
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2024-05-09 23:17:19 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.097, Acc: 0.993, Base Lr: 1.92e-03
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2024-05-09 23:17:32 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.089, Acc: 0.994, Base Lr: 1.92e-03
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2024-05-09 23:18:05 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.084, Acc: 0.994, Base Lr: 1.92e-03
2024-05-09 23:18:11 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.083, Acc: 0.995, Base Lr: 1.92e-03
2024-05-09 23:18:18 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.083, Acc: 0.994, Base Lr: 1.92e-03
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2024-05-09 23:18:38 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.081, Acc: 0.994, Base Lr: 1.92e-03
2024-05-09 23:18:44 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.080, Acc: 0.995, Base Lr: 1.92e-03
2024-05-09 23:18:48 transreid.train INFO: Epoch 81 done. Time per epoch: 122.724[s] Speed: 96.5[samples/s]
2024-05-09 23:18:55 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.111, Acc: 0.994, Base Lr: 1.83e-03
2024-05-09 23:19:02 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.112, Acc: 0.993, Base Lr: 1.83e-03
2024-05-09 23:19:08 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.116, Acc: 0.994, Base Lr: 1.83e-03
2024-05-09 23:19:15 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.112, Acc: 0.994, Base Lr: 1.83e-03
2024-05-09 23:19:22 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.108, Acc: 0.994, Base Lr: 1.83e-03
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2024-05-09 23:19:42 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.102, Acc: 0.994, Base Lr: 1.83e-03
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2024-05-09 23:20:01 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.101, Acc: 0.994, Base Lr: 1.83e-03
2024-05-09 23:20:08 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.099, Acc: 0.994, Base Lr: 1.83e-03
2024-05-09 23:20:15 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.096, Acc: 0.995, Base Lr: 1.83e-03
2024-05-09 23:20:22 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.093, Acc: 0.995, Base Lr: 1.83e-03
2024-05-09 23:20:28 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.092, Acc: 0.995, Base Lr: 1.83e-03
2024-05-09 23:20:35 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.090, Acc: 0.995, Base Lr: 1.83e-03
2024-05-09 23:20:42 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.088, Acc: 0.995, Base Lr: 1.83e-03
2024-05-09 23:20:48 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.086, Acc: 0.995, Base Lr: 1.83e-03
2024-05-09 23:20:50 transreid.train INFO: Epoch 82 done. Time per epoch: 122.669[s] Speed: 95.5[samples/s]
2024-05-09 23:20:58 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.112, Acc: 0.994, Base Lr: 1.75e-03
2024-05-09 23:21:04 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.109, Acc: 0.994, Base Lr: 1.75e-03
2024-05-09 23:21:11 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.097, Acc: 0.995, Base Lr: 1.75e-03
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2024-05-09 23:21:24 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.096, Acc: 0.993, Base Lr: 1.75e-03
2024-05-09 23:21:31 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.091, Acc: 0.993, Base Lr: 1.75e-03
2024-05-09 23:21:38 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.092, Acc: 0.993, Base Lr: 1.75e-03
2024-05-09 23:21:44 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.090, Acc: 0.993, Base Lr: 1.75e-03
2024-05-09 23:21:51 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.092, Acc: 0.993, Base Lr: 1.75e-03
2024-05-09 23:21:58 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.092, Acc: 0.994, Base Lr: 1.75e-03
2024-05-09 23:22:04 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.089, Acc: 0.994, Base Lr: 1.75e-03
2024-05-09 23:22:11 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.091, Acc: 0.994, Base Lr: 1.75e-03
2024-05-09 23:22:18 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.091, Acc: 0.994, Base Lr: 1.75e-03
2024-05-09 23:22:24 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.092, Acc: 0.993, Base Lr: 1.75e-03
2024-05-09 23:22:31 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.092, Acc: 0.994, Base Lr: 1.75e-03
2024-05-09 23:22:38 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.092, Acc: 0.994, Base Lr: 1.75e-03
2024-05-09 23:22:44 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.090, Acc: 0.994, Base Lr: 1.75e-03
2024-05-09 23:22:51 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.088, Acc: 0.994, Base Lr: 1.75e-03
2024-05-09 23:22:54 transreid.train INFO: Epoch 83 done. Time per epoch: 123.333[s] Speed: 95.5[samples/s]
2024-05-09 23:23:01 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.101, Acc: 0.995, Base Lr: 1.66e-03
2024-05-09 23:23:08 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.086, Acc: 0.995, Base Lr: 1.66e-03
2024-05-09 23:23:14 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.082, Acc: 0.996, Base Lr: 1.66e-03
2024-05-09 23:23:19 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.082, Acc: 0.996, Base Lr: 1.66e-03
2024-05-09 23:23:26 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.088, Acc: 0.995, Base Lr: 1.66e-03
2024-05-09 23:23:33 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.086, Acc: 0.995, Base Lr: 1.66e-03
2024-05-09 23:23:40 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.082, Acc: 0.996, Base Lr: 1.66e-03
2024-05-09 23:23:45 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.083, Acc: 0.996, Base Lr: 1.66e-03
2024-05-09 23:23:52 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.084, Acc: 0.995, Base Lr: 1.66e-03
2024-05-09 23:23:59 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.084, Acc: 0.995, Base Lr: 1.66e-03
2024-05-09 23:24:05 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.083, Acc: 0.995, Base Lr: 1.66e-03
2024-05-09 23:24:12 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.082, Acc: 0.995, Base Lr: 1.66e-03
2024-05-09 23:24:19 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.080, Acc: 0.995, Base Lr: 1.66e-03
2024-05-09 23:24:25 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.082, Acc: 0.995, Base Lr: 1.66e-03
2024-05-09 23:24:32 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.081, Acc: 0.995, Base Lr: 1.66e-03
2024-05-09 23:24:39 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.079, Acc: 0.995, Base Lr: 1.66e-03
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2024-05-09 23:24:52 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.077, Acc: 0.995, Base Lr: 1.66e-03
2024-05-09 23:24:54 transreid.train INFO: Epoch 84 done. Time per epoch: 120.442[s] Speed: 97.2[samples/s]
2024-05-09 23:25:02 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.099, Acc: 0.997, Base Lr: 1.58e-03
2024-05-09 23:25:08 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.107, Acc: 0.993, Base Lr: 1.58e-03
2024-05-09 23:25:15 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.110, Acc: 0.994, Base Lr: 1.58e-03
2024-05-09 23:25:22 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.109, Acc: 0.994, Base Lr: 1.58e-03
2024-05-09 23:25:28 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.109, Acc: 0.994, Base Lr: 1.58e-03
2024-05-09 23:25:35 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.105, Acc: 0.994, Base Lr: 1.58e-03
2024-05-09 23:25:42 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.102, Acc: 0.994, Base Lr: 1.58e-03
2024-05-09 23:25:48 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.099, Acc: 0.994, Base Lr: 1.58e-03
2024-05-09 23:25:55 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.098, Acc: 0.994, Base Lr: 1.58e-03
2024-05-09 23:26:02 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.098, Acc: 0.994, Base Lr: 1.58e-03
2024-05-09 23:26:08 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.095, Acc: 0.994, Base Lr: 1.58e-03
2024-05-09 23:26:15 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.094, Acc: 0.994, Base Lr: 1.58e-03
2024-05-09 23:26:22 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.092, Acc: 0.994, Base Lr: 1.58e-03
2024-05-09 23:26:28 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.092, Acc: 0.994, Base Lr: 1.58e-03
2024-05-09 23:26:35 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.091, Acc: 0.994, Base Lr: 1.58e-03
2024-05-09 23:26:42 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.088, Acc: 0.995, Base Lr: 1.58e-03
2024-05-09 23:26:49 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.086, Acc: 0.995, Base Lr: 1.58e-03
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2024-05-09 23:26:57 transreid.train INFO: Epoch 85 done. Time per epoch: 123.079[s] Speed: 95.2[samples/s]
2024-05-09 23:27:05 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.067, Acc: 1.000, Base Lr: 1.50e-03
2024-05-09 23:27:11 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.084, Acc: 0.998, Base Lr: 1.50e-03
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2024-05-09 23:27:51 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.079, Acc: 0.997, Base Lr: 1.50e-03
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2024-05-09 23:28:05 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.075, Acc: 0.996, Base Lr: 1.50e-03
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2024-05-09 23:28:38 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.073, Acc: 0.996, Base Lr: 1.50e-03
2024-05-09 23:28:45 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.072, Acc: 0.996, Base Lr: 1.50e-03
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2024-05-09 23:29:00 transreid.train INFO: Epoch 86 done. Time per epoch: 122.926[s] Speed: 95.3[samples/s]
2024-05-09 23:29:08 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.107, Acc: 0.994, Base Lr: 1.42e-03
2024-05-09 23:29:14 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.111, Acc: 0.993, Base Lr: 1.42e-03
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2024-05-09 23:29:40 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.102, Acc: 0.994, Base Lr: 1.42e-03
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2024-05-09 23:31:02 transreid.train INFO: Epoch 87 done. Time per epoch: 121.793[s] Speed: 96.2[samples/s]
2024-05-09 23:31:09 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.099, Acc: 0.997, Base Lr: 1.34e-03
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2024-05-09 23:33:05 transreid.train INFO: Epoch 88 done. Time per epoch: 122.757[s] Speed: 95.4[samples/s]
2024-05-09 23:33:12 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.069, Acc: 1.000, Base Lr: 1.26e-03
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2024-05-09 23:35:07 transreid.train INFO: Epoch 89 done. Time per epoch: 122.728[s] Speed: 96.0[samples/s]
2024-05-09 23:35:15 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.090, Acc: 0.995, Base Lr: 1.19e-03
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2024-05-09 23:37:11 transreid.train INFO: Epoch 90 done. Time per epoch: 123.280[s] Speed: 95.0[samples/s]
2024-05-09 23:37:18 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.078, Acc: 0.997, Base Lr: 1.11e-03
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2024-05-09 23:39:14 transreid.train INFO: Epoch 91 done. Time per epoch: 122.977[s] Speed: 95.2[samples/s]
2024-05-09 23:39:21 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.105, Acc: 0.997, Base Lr: 1.04e-03
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2024-05-09 23:41:16 transreid.train INFO: Epoch 92 done. Time per epoch: 122.196[s] Speed: 95.8[samples/s]
2024-05-09 23:41:23 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.079, Acc: 0.997, Base Lr: 9.72e-04
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2024-05-09 23:43:19 transreid.train INFO: Epoch 93 done. Time per epoch: 123.427[s] Speed: 94.9[samples/s]
2024-05-09 23:43:27 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.079, Acc: 0.997, Base Lr: 9.06e-04
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2024-05-09 23:45:23 transreid.train INFO: Epoch 94 done. Time per epoch: 123.303[s] Speed: 95.0[samples/s]
2024-05-09 23:45:30 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.089, Acc: 0.995, Base Lr: 8.41e-04
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2024-05-09 23:47:25 transreid.train INFO: Epoch 95 done. Time per epoch: 122.798[s] Speed: 95.9[samples/s]
2024-05-09 23:47:33 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.096, Acc: 0.997, Base Lr: 7.78e-04
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2024-05-09 23:49:29 transreid.train INFO: Epoch 96 done. Time per epoch: 123.115[s] Speed: 95.1[samples/s]
2024-05-09 23:49:36 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.076, Acc: 0.997, Base Lr: 7.18e-04
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2024-05-09 23:51:31 transreid.train INFO: Epoch 97 done. Time per epoch: 122.610[s] Speed: 96.0[samples/s]
2024-05-09 23:51:38 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.098, Acc: 0.992, Base Lr: 6.60e-04
2024-05-09 23:51:45 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.089, Acc: 0.992, Base Lr: 6.60e-04
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2024-05-09 23:52:25 transreid.train INFO: Epoch[98] Iter[80/186] Loss: 0.091, Acc: 0.995, Base Lr: 6.60e-04
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2024-05-09 23:53:35 transreid.train INFO: Epoch 98 done. Time per epoch: 123.651[s] Speed: 95.2[samples/s]
2024-05-09 23:53:42 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.069, Acc: 0.997, Base Lr: 6.04e-04
2024-05-09 23:53:48 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.072, Acc: 0.997, Base Lr: 6.04e-04
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2024-05-09 23:54:27 transreid.train INFO: Epoch[99] Iter[80/186] Loss: 0.078, Acc: 0.997, Base Lr: 6.04e-04
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2024-05-09 23:55:07 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.072, Acc: 0.997, Base Lr: 6.04e-04
2024-05-09 23:55:14 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.071, Acc: 0.997, Base Lr: 6.04e-04
2024-05-09 23:55:21 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.069, Acc: 0.997, Base Lr: 6.04e-04
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2024-05-09 23:55:37 transreid.train INFO: Epoch 99 done. Time per epoch: 121.921[s] Speed: 96.6[samples/s]
2024-05-09 23:55:44 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.089, Acc: 0.997, Base Lr: 5.51e-04
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2024-05-09 23:57:39 transreid.train INFO: Epoch 100 done. Time per epoch: 122.435[s] Speed: 96.2[samples/s]
2024-05-09 23:58:16 transreid.train INFO: Validation Results - Epoch: 100
2024-05-09 23:58:16 transreid.train INFO: mAP: 79.6%
2024-05-09 23:58:16 transreid.train INFO: CMC curve, Rank-1  :91.1%
2024-05-09 23:58:16 transreid.train INFO: CMC curve, Rank-5  :97.0%
2024-05-09 23:58:16 transreid.train INFO: CMC curve, Rank-10 :98.1%
2024-05-09 23:58:24 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.078, Acc: 0.998, Base Lr: 5.00e-04
2024-05-09 23:58:30 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.085, Acc: 0.998, Base Lr: 5.00e-04
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2024-05-10 00:00:04 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.073, Acc: 0.996, Base Lr: 5.00e-04
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2024-05-10 00:00:19 transreid.train INFO: Epoch 101 done. Time per epoch: 122.812[s] Speed: 95.4[samples/s]
2024-05-10 00:00:26 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.073, Acc: 0.997, Base Lr: 4.51e-04
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2024-05-10 00:01:53 transreid.train INFO: Epoch[102] Iter[140/186] Loss: 0.075, Acc: 0.996, Base Lr: 4.51e-04
2024-05-10 00:02:00 transreid.train INFO: Epoch[102] Iter[150/186] Loss: 0.074, Acc: 0.996, Base Lr: 4.51e-04
2024-05-10 00:02:07 transreid.train INFO: Epoch[102] Iter[160/186] Loss: 0.073, Acc: 0.996, Base Lr: 4.51e-04
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2024-05-10 00:02:22 transreid.train INFO: Epoch 102 done. Time per epoch: 122.726[s] Speed: 95.4[samples/s]
2024-05-10 00:02:29 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.080, Acc: 0.995, Base Lr: 4.05e-04
2024-05-10 00:02:35 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.095, Acc: 0.991, Base Lr: 4.05e-04
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2024-05-10 00:04:25 transreid.train INFO: Epoch 103 done. Time per epoch: 122.914[s] Speed: 95.8[samples/s]
2024-05-10 00:04:32 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.106, Acc: 0.994, Base Lr: 3.61e-04
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2024-05-10 00:06:28 transreid.train INFO: Epoch 104 done. Time per epoch: 123.093[s] Speed: 95.7[samples/s]
2024-05-10 00:06:35 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.093, Acc: 0.995, Base Lr: 3.20e-04
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2024-05-10 00:08:30 transreid.train INFO: Epoch 105 done. Time per epoch: 121.819[s] Speed: 96.1[samples/s]
2024-05-10 00:08:37 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.090, Acc: 0.994, Base Lr: 2.81e-04
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2024-05-10 00:10:33 transreid.train INFO: Epoch 106 done. Time per epoch: 123.557[s] Speed: 95.3[samples/s]
2024-05-10 00:10:41 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.074, Acc: 0.995, Base Lr: 2.45e-04
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2024-05-10 00:12:36 transreid.train INFO: Epoch 107 done. Time per epoch: 123.355[s] Speed: 95.5[samples/s]
2024-05-10 00:12:44 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.074, Acc: 0.995, Base Lr: 2.11e-04
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2024-05-10 00:14:39 transreid.train INFO: Epoch 108 done. Time per epoch: 122.700[s] Speed: 96.0[samples/s]
2024-05-10 00:14:47 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.097, Acc: 0.995, Base Lr: 1.80e-04
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2024-05-10 00:16:43 transreid.train INFO: Epoch 109 done. Time per epoch: 123.564[s] Speed: 95.3[samples/s]
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2024-05-10 00:18:46 transreid.train INFO: Epoch 110 done. Time per epoch: 122.993[s] Speed: 95.2[samples/s]
2024-05-10 00:18:53 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.088, Acc: 0.995, Base Lr: 1.26e-04
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2024-05-10 00:20:50 transreid.train INFO: Epoch 111 done. Time per epoch: 124.373[s] Speed: 94.7[samples/s]
2024-05-10 00:20:58 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.086, Acc: 0.992, Base Lr: 1.03e-04
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2024-05-10 00:22:30 transreid.train INFO: Epoch 112 done. Time per epoch: 100.038[s] Speed: 117.7[samples/s]
2024-05-10 00:22:36 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.091, Acc: 0.995, Base Lr: 8.28e-05
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2024-05-10 00:24:02 transreid.train INFO: Epoch 113 done. Time per epoch: 92.195[s] Speed: 127.0[samples/s]
2024-05-10 00:24:10 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.076, Acc: 0.998, Base Lr: 6.51e-05
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2024-05-10 00:26:06 transreid.train INFO: Epoch 114 done. Time per epoch: 123.620[s] Speed: 95.3[samples/s]
2024-05-10 00:26:13 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.101, Acc: 0.992, Base Lr: 5.02e-05
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2024-05-10 00:28:09 transreid.train INFO: Epoch 115 done. Time per epoch: 123.118[s] Speed: 95.1[samples/s]
2024-05-10 00:28:16 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.082, Acc: 0.995, Base Lr: 3.79e-05
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2024-05-10 00:30:11 transreid.train INFO: Epoch 116 done. Time per epoch: 122.188[s] Speed: 96.4[samples/s]
2024-05-10 00:30:19 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.063, Acc: 1.000, Base Lr: 2.83e-05
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2024-05-10 00:32:15 transreid.train INFO: Epoch 117 done. Time per epoch: 123.714[s] Speed: 95.2[samples/s]
2024-05-10 00:32:22 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.090, Acc: 0.995, Base Lr: 2.15e-05
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2024-05-10 00:34:19 transreid.train INFO: Epoch 118 done. Time per epoch: 124.046[s] Speed: 94.9[samples/s]
2024-05-10 00:34:26 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.068, Acc: 1.000, Base Lr: 1.74e-05
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2024-05-10 00:35:05 transreid.train INFO: Epoch[119] Iter[70/186] Loss: 0.082, Acc: 0.995, Base Lr: 1.74e-05
2024-05-10 00:35:12 transreid.train INFO: Epoch[119] Iter[80/186] Loss: 0.079, Acc: 0.996, Base Lr: 1.74e-05
2024-05-10 00:35:19 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.077, Acc: 0.996, Base Lr: 1.74e-05
2024-05-10 00:35:25 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.080, Acc: 0.995, Base Lr: 1.74e-05
2024-05-10 00:35:32 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.077, Acc: 0.996, Base Lr: 1.74e-05
2024-05-10 00:35:39 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.075, Acc: 0.996, Base Lr: 1.74e-05
2024-05-10 00:35:45 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.071, Acc: 0.996, Base Lr: 1.74e-05
2024-05-10 00:35:52 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.070, Acc: 0.997, Base Lr: 1.74e-05
2024-05-10 00:35:59 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.071, Acc: 0.996, Base Lr: 1.74e-05
2024-05-10 00:36:05 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.072, Acc: 0.996, Base Lr: 1.74e-05
2024-05-10 00:36:12 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.072, Acc: 0.996, Base Lr: 1.74e-05
2024-05-10 00:36:19 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.071, Acc: 0.996, Base Lr: 1.74e-05
2024-05-10 00:36:21 transreid.train INFO: Epoch 119 done. Time per epoch: 122.288[s] Speed: 96.3[samples/s]
2024-05-10 00:36:29 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.061, Acc: 0.995, Base Lr: 1.60e-05
2024-05-10 00:36:35 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.073, Acc: 0.994, Base Lr: 1.60e-05
2024-05-10 00:36:42 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.073, Acc: 0.995, Base Lr: 1.60e-05
2024-05-10 00:36:49 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.070, Acc: 0.995, Base Lr: 1.60e-05
2024-05-10 00:36:55 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.070, Acc: 0.995, Base Lr: 1.60e-05
2024-05-10 00:37:02 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.067, Acc: 0.996, Base Lr: 1.60e-05
2024-05-10 00:37:08 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.069, Acc: 0.996, Base Lr: 1.60e-05
2024-05-10 00:37:15 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.072, Acc: 0.996, Base Lr: 1.60e-05
2024-05-10 00:37:22 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.068, Acc: 0.996, Base Lr: 1.60e-05
2024-05-10 00:37:29 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.071, Acc: 0.996, Base Lr: 1.60e-05
2024-05-10 00:37:35 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.072, Acc: 0.996, Base Lr: 1.60e-05
2024-05-10 00:37:42 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.070, Acc: 0.996, Base Lr: 1.60e-05
2024-05-10 00:37:49 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.069, Acc: 0.997, Base Lr: 1.60e-05
2024-05-10 00:37:55 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.069, Acc: 0.997, Base Lr: 1.60e-05
2024-05-10 00:38:02 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.069, Acc: 0.996, Base Lr: 1.60e-05
2024-05-10 00:38:09 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.070, Acc: 0.996, Base Lr: 1.60e-05
2024-05-10 00:38:15 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.070, Acc: 0.996, Base Lr: 1.60e-05
2024-05-10 00:38:22 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.071, Acc: 0.996, Base Lr: 1.60e-05
2024-05-10 00:38:25 transreid.train INFO: Epoch 120 done. Time per epoch: 123.517[s] Speed: 95.3[samples/s]
2024-05-10 00:39:03 transreid.train INFO: Validation Results - Epoch: 120
2024-05-10 00:39:03 transreid.train INFO: mAP: 80.0%
2024-05-10 00:39:03 transreid.train INFO: CMC curve, Rank-1  :91.1%
2024-05-10 00:39:03 transreid.train INFO: CMC curve, Rank-5  :97.1%
2024-05-10 00:39:03 transreid.train INFO: CMC curve, Rank-10 :98.1%
