2024-05-10 14:56:56 transreid INFO: Saving model in the path :log/transreid/market/volo_d2_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-10 14:56:56 transreid INFO: Loaded configuration file configs/market/volo_d2.yml
2024-05-10 14:56:56 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: data/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 2
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: volo_d2
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/volo_d2.pth.tar
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/transreid/market/volo_d2_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 20
  GAMMA: 0.1
  IMS_PER_BATCH: 64
  LARGE_FC_LR: False
  LOG_PERIOD: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-05-10 14:56:56 transreid.check INFO: Dataset statistics:
2024-05-10 14:56:56 transreid.check INFO:   ----------------------------------------
2024-05-10 14:56:56 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-10 14:56:56 transreid.check INFO:   ----------------------------------------
2024-05-10 14:56:56 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-10 14:56:56 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-10 14:56:56 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-10 14:56:56 transreid.check INFO:   ----------------------------------------
2024-05-10 14:56:59 transreid INFO: ===========using cosine learning rate=======
2024-05-10 14:56:59 transreid.train INFO: start training
2024-05-10 14:57:16 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 9.846, Acc: 0.000, Base Lr: 4.76e-04
2024-05-10 14:57:25 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 9.685, Acc: 0.000, Base Lr: 4.76e-04
2024-05-10 14:57:33 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 9.482, Acc: 0.001, Base Lr: 4.76e-04
2024-05-10 14:57:42 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 9.315, Acc: 0.001, Base Lr: 4.76e-04
2024-05-10 14:57:50 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 9.168, Acc: 0.001, Base Lr: 4.76e-04
2024-05-10 14:57:59 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 9.065, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 14:58:08 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 8.955, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 14:58:16 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 8.850, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 14:58:25 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 8.754, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 14:58:34 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 8.672, Acc: 0.003, Base Lr: 4.76e-04
2024-05-10 14:58:43 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 8.595, Acc: 0.003, Base Lr: 4.76e-04
2024-05-10 14:58:51 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 8.525, Acc: 0.004, Base Lr: 4.76e-04
2024-05-10 14:59:00 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 8.463, Acc: 0.004, Base Lr: 4.76e-04
2024-05-10 14:59:09 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 8.404, Acc: 0.006, Base Lr: 4.76e-04
2024-05-10 14:59:18 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 8.349, Acc: 0.007, Base Lr: 4.76e-04
2024-05-10 14:59:27 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.300, Acc: 0.008, Base Lr: 4.76e-04
2024-05-10 14:59:36 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.253, Acc: 0.010, Base Lr: 4.76e-04
2024-05-10 14:59:45 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.210, Acc: 0.012, Base Lr: 4.76e-04
2024-05-10 14:59:48 transreid.train INFO: Epoch 1 done. Time per epoch: 168.803[s] Speed: 69.4[samples/s]
2024-05-10 14:59:57 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 7.400, Acc: 0.014, Base Lr: 8.72e-04
2024-05-10 15:00:06 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 7.372, Acc: 0.027, Base Lr: 8.72e-04
2024-05-10 15:00:15 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 7.352, Acc: 0.034, Base Lr: 8.72e-04
2024-05-10 15:00:25 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 7.341, Acc: 0.033, Base Lr: 8.72e-04
2024-05-10 15:00:34 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 7.334, Acc: 0.031, Base Lr: 8.72e-04
2024-05-10 15:00:43 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 7.326, Acc: 0.031, Base Lr: 8.72e-04
2024-05-10 15:00:52 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.320, Acc: 0.032, Base Lr: 8.72e-04
2024-05-10 15:01:02 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.314, Acc: 0.035, Base Lr: 8.72e-04
2024-05-10 15:01:11 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.308, Acc: 0.039, Base Lr: 8.72e-04
2024-05-10 15:01:20 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.302, Acc: 0.040, Base Lr: 8.72e-04
2024-05-10 15:01:29 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.295, Acc: 0.041, Base Lr: 8.72e-04
2024-05-10 15:01:38 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.289, Acc: 0.042, Base Lr: 8.72e-04
2024-05-10 15:01:47 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.282, Acc: 0.045, Base Lr: 8.72e-04
2024-05-10 15:01:57 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.275, Acc: 0.047, Base Lr: 8.72e-04
2024-05-10 15:02:06 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.266, Acc: 0.049, Base Lr: 8.72e-04
2024-05-10 15:02:15 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.257, Acc: 0.051, Base Lr: 8.72e-04
2024-05-10 15:02:24 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.248, Acc: 0.053, Base Lr: 8.72e-04
2024-05-10 15:02:34 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.231, Acc: 0.064, Base Lr: 8.72e-04
2024-05-10 15:02:36 transreid.train INFO: Epoch 2 done. Time per epoch: 168.851[s] Speed: 69.4[samples/s]
2024-05-10 15:02:46 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.170, Acc: 0.013, Base Lr: 1.27e-03
2024-05-10 15:02:55 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.117, Acc: 0.020, Base Lr: 1.27e-03
2024-05-10 15:03:04 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.099, Acc: 0.026, Base Lr: 1.27e-03
2024-05-10 15:03:13 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.075, Acc: 0.029, Base Lr: 1.27e-03
2024-05-10 15:03:23 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.054, Acc: 0.032, Base Lr: 1.27e-03
2024-05-10 15:03:32 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.046, Acc: 0.032, Base Lr: 1.27e-03
2024-05-10 15:03:41 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.033, Acc: 0.031, Base Lr: 1.27e-03
2024-05-10 15:03:50 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.016, Acc: 0.033, Base Lr: 1.27e-03
2024-05-10 15:03:59 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 6.998, Acc: 0.035, Base Lr: 1.27e-03
2024-05-10 15:04:08 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 6.976, Acc: 0.039, Base Lr: 1.27e-03
2024-05-10 15:04:17 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 6.957, Acc: 0.039, Base Lr: 1.27e-03
2024-05-10 15:04:26 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 6.939, Acc: 0.040, Base Lr: 1.27e-03
2024-05-10 15:04:36 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 6.918, Acc: 0.041, Base Lr: 1.27e-03
2024-05-10 15:04:45 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 6.890, Acc: 0.045, Base Lr: 1.27e-03
2024-05-10 15:04:54 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 6.862, Acc: 0.049, Base Lr: 1.27e-03
2024-05-10 15:05:03 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 6.831, Acc: 0.053, Base Lr: 1.27e-03
2024-05-10 15:05:12 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 6.803, Acc: 0.056, Base Lr: 1.27e-03
2024-05-10 15:05:21 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 6.754, Acc: 0.064, Base Lr: 1.27e-03
2024-05-10 15:05:24 transreid.train INFO: Epoch 3 done. Time per epoch: 167.591[s] Speed: 69.9[samples/s]
2024-05-10 15:05:34 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 6.662, Acc: 0.028, Base Lr: 1.66e-03
2024-05-10 15:05:43 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 6.610, Acc: 0.029, Base Lr: 1.66e-03
2024-05-10 15:05:52 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 6.580, Acc: 0.039, Base Lr: 1.66e-03
2024-05-10 15:06:01 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 6.559, Acc: 0.039, Base Lr: 1.66e-03
2024-05-10 15:06:10 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 6.553, Acc: 0.041, Base Lr: 1.66e-03
2024-05-10 15:06:19 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 6.510, Acc: 0.045, Base Lr: 1.66e-03
2024-05-10 15:06:28 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 6.484, Acc: 0.048, Base Lr: 1.66e-03
2024-05-10 15:06:38 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.464, Acc: 0.049, Base Lr: 1.66e-03
2024-05-10 15:06:47 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 6.436, Acc: 0.053, Base Lr: 1.66e-03
2024-05-10 15:06:56 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 6.404, Acc: 0.058, Base Lr: 1.66e-03
2024-05-10 15:07:05 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 6.368, Acc: 0.063, Base Lr: 1.66e-03
2024-05-10 15:07:14 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.329, Acc: 0.069, Base Lr: 1.66e-03
2024-05-10 15:07:23 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.279, Acc: 0.078, Base Lr: 1.66e-03
2024-05-10 15:07:32 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.231, Acc: 0.084, Base Lr: 1.66e-03
2024-05-10 15:07:41 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.181, Acc: 0.088, Base Lr: 1.66e-03
2024-05-10 15:07:50 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.129, Acc: 0.097, Base Lr: 1.66e-03
2024-05-10 15:08:00 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.061, Acc: 0.109, Base Lr: 1.66e-03
2024-05-10 15:08:09 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 5.983, Acc: 0.124, Base Lr: 1.66e-03
2024-05-10 15:08:12 transreid.train INFO: Epoch 4 done. Time per epoch: 167.480[s] Speed: 69.9[samples/s]
2024-05-10 15:08:21 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.072, Acc: 0.047, Base Lr: 2.06e-03
2024-05-10 15:08:30 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.034, Acc: 0.058, Base Lr: 2.06e-03
2024-05-10 15:08:40 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 5.999, Acc: 0.066, Base Lr: 2.06e-03
2024-05-10 15:08:49 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 5.975, Acc: 0.070, Base Lr: 2.06e-03
2024-05-10 15:08:58 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 5.909, Acc: 0.082, Base Lr: 2.06e-03
2024-05-10 15:09:07 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 5.838, Acc: 0.095, Base Lr: 2.06e-03
2024-05-10 15:09:16 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 5.776, Acc: 0.104, Base Lr: 2.06e-03
2024-05-10 15:09:25 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 5.707, Acc: 0.117, Base Lr: 2.06e-03
2024-05-10 15:09:34 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 5.650, Acc: 0.127, Base Lr: 2.06e-03
2024-05-10 15:09:43 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 5.589, Acc: 0.134, Base Lr: 2.06e-03
2024-05-10 15:09:53 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 5.551, Acc: 0.138, Base Lr: 2.06e-03
2024-05-10 15:10:02 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 5.513, Acc: 0.142, Base Lr: 2.06e-03
2024-05-10 15:10:11 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 5.473, Acc: 0.150, Base Lr: 2.06e-03
2024-05-10 15:10:20 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 5.421, Acc: 0.157, Base Lr: 2.06e-03
2024-05-10 15:10:29 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 5.352, Acc: 0.170, Base Lr: 2.06e-03
2024-05-10 15:10:38 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 5.277, Acc: 0.181, Base Lr: 2.06e-03
2024-05-10 15:10:47 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 5.193, Acc: 0.195, Base Lr: 2.06e-03
2024-05-10 15:10:56 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 5.098, Acc: 0.213, Base Lr: 2.06e-03
2024-05-10 15:11:00 transreid.train INFO: Epoch 5 done. Time per epoch: 168.213[s] Speed: 70.0[samples/s]
2024-05-10 15:11:09 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 5.374, Acc: 0.108, Base Lr: 2.46e-03
2024-05-10 15:11:18 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 5.310, Acc: 0.119, Base Lr: 2.46e-03
2024-05-10 15:11:27 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 5.330, Acc: 0.120, Base Lr: 2.46e-03
2024-05-10 15:11:37 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 5.243, Acc: 0.134, Base Lr: 2.46e-03
2024-05-10 15:11:46 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 5.174, Acc: 0.150, Base Lr: 2.46e-03
2024-05-10 15:11:55 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 5.086, Acc: 0.165, Base Lr: 2.46e-03
2024-05-10 15:12:04 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 5.018, Acc: 0.175, Base Lr: 2.46e-03
2024-05-10 15:12:13 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 4.958, Acc: 0.188, Base Lr: 2.46e-03
2024-05-10 15:12:22 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 4.880, Acc: 0.203, Base Lr: 2.46e-03
2024-05-10 15:12:31 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 4.844, Acc: 0.207, Base Lr: 2.46e-03
2024-05-10 15:12:40 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 4.784, Acc: 0.219, Base Lr: 2.46e-03
2024-05-10 15:12:49 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 4.721, Acc: 0.231, Base Lr: 2.46e-03
2024-05-10 15:12:59 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 4.671, Acc: 0.241, Base Lr: 2.46e-03
2024-05-10 15:13:07 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 4.600, Acc: 0.254, Base Lr: 2.46e-03
2024-05-10 15:13:17 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 4.520, Acc: 0.267, Base Lr: 2.46e-03
2024-05-10 15:13:26 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 4.444, Acc: 0.283, Base Lr: 2.46e-03
2024-05-10 15:13:35 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 4.342, Acc: 0.304, Base Lr: 2.46e-03
2024-05-10 15:13:44 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 4.229, Acc: 0.327, Base Lr: 2.46e-03
2024-05-10 15:13:47 transreid.train INFO: Epoch 6 done. Time per epoch: 167.116[s] Speed: 70.1[samples/s]
2024-05-10 15:13:56 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 4.723, Acc: 0.197, Base Lr: 2.85e-03
2024-05-10 15:14:05 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 4.663, Acc: 0.207, Base Lr: 2.85e-03
2024-05-10 15:14:15 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 4.539, Acc: 0.227, Base Lr: 2.85e-03
2024-05-10 15:14:24 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 4.500, Acc: 0.238, Base Lr: 2.85e-03
2024-05-10 15:14:33 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 4.399, Acc: 0.255, Base Lr: 2.85e-03
2024-05-10 15:14:42 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 4.288, Acc: 0.270, Base Lr: 2.85e-03
2024-05-10 15:14:51 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 4.162, Acc: 0.294, Base Lr: 2.85e-03
2024-05-10 15:15:00 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 4.092, Acc: 0.303, Base Lr: 2.85e-03
2024-05-10 15:15:09 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 4.028, Acc: 0.314, Base Lr: 2.85e-03
2024-05-10 15:15:18 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 3.962, Acc: 0.326, Base Lr: 2.85e-03
2024-05-10 15:15:27 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 3.925, Acc: 0.335, Base Lr: 2.85e-03
2024-05-10 15:15:37 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 3.874, Acc: 0.344, Base Lr: 2.85e-03
2024-05-10 15:15:46 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 3.814, Acc: 0.357, Base Lr: 2.85e-03
2024-05-10 15:15:55 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 3.743, Acc: 0.372, Base Lr: 2.85e-03
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2024-05-10 15:16:34 transreid.train INFO: Epoch 7 done. Time per epoch: 167.326[s] Speed: 70.0[samples/s]
2024-05-10 15:16:44 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 3.841, Acc: 0.338, Base Lr: 3.25e-03
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2024-05-10 15:19:21 transreid.train INFO: Epoch 8 done. Time per epoch: 167.135[s] Speed: 70.1[samples/s]
2024-05-10 15:19:31 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 3.385, Acc: 0.397, Base Lr: 3.64e-03
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2024-05-10 15:22:09 transreid.train INFO: Epoch 9 done. Time per epoch: 168.160[s] Speed: 70.0[samples/s]
2024-05-10 15:22:19 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 2.556, Acc: 0.548, Base Lr: 4.04e-03
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2024-05-10 15:24:57 transreid.train INFO: Epoch 10 done. Time per epoch: 167.292[s] Speed: 70.0[samples/s]
2024-05-10 15:25:07 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 2.136, Acc: 0.608, Base Lr: 4.44e-03
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2024-05-10 15:27:44 transreid.train INFO: Epoch 11 done. Time per epoch: 167.357[s] Speed: 70.0[samples/s]
2024-05-10 15:27:54 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 1.816, Acc: 0.658, Base Lr: 4.83e-03
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2024-05-10 15:30:31 transreid.train INFO: Epoch 12 done. Time per epoch: 167.313[s] Speed: 70.0[samples/s]
2024-05-10 15:30:41 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 1.752, Acc: 0.689, Base Lr: 5.23e-03
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2024-05-10 15:33:19 transreid.train INFO: Epoch 13 done. Time per epoch: 167.216[s] Speed: 70.0[samples/s]
2024-05-10 15:33:28 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 1.216, Acc: 0.756, Base Lr: 5.62e-03
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2024-05-10 15:36:07 transreid.train INFO: Epoch 14 done. Time per epoch: 168.197[s] Speed: 70.0[samples/s]
2024-05-10 15:36:17 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 0.973, Acc: 0.831, Base Lr: 6.02e-03
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2024-05-10 15:38:14 transreid.train INFO: Epoch[15] Iter[140/186] Loss: 0.630, Acc: 0.908, Base Lr: 6.02e-03
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2024-05-10 15:38:54 transreid.train INFO: Epoch 15 done. Time per epoch: 166.873[s] Speed: 70.2[samples/s]
2024-05-10 15:39:03 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 0.696, Acc: 0.889, Base Lr: 6.42e-03
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2024-05-10 15:41:40 transreid.train INFO: Epoch 16 done. Time per epoch: 166.645[s] Speed: 70.3[samples/s]
2024-05-10 15:41:50 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.485, Acc: 0.938, Base Lr: 6.81e-03
2024-05-10 15:41:59 transreid.train INFO: Epoch[17] Iter[20/186] Loss: 0.470, Acc: 0.936, Base Lr: 6.81e-03
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2024-05-10 15:44:27 transreid.train INFO: Epoch 17 done. Time per epoch: 166.847[s] Speed: 70.2[samples/s]
2024-05-10 15:44:37 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.481, Acc: 0.927, Base Lr: 7.21e-03
2024-05-10 15:44:46 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 0.472, Acc: 0.931, Base Lr: 7.21e-03
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2024-05-10 15:45:13 transreid.train INFO: Epoch[18] Iter[50/186] Loss: 0.401, Acc: 0.956, Base Lr: 7.21e-03
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2024-05-10 15:45:32 transreid.train INFO: Epoch[18] Iter[70/186] Loss: 0.392, Acc: 0.958, Base Lr: 7.21e-03
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2024-05-10 15:46:53 transreid.train INFO: Epoch[18] Iter[160/186] Loss: 0.345, Acc: 0.959, Base Lr: 7.21e-03
2024-05-10 15:47:02 transreid.train INFO: Epoch[18] Iter[170/186] Loss: 0.336, Acc: 0.961, Base Lr: 7.21e-03
2024-05-10 15:47:11 transreid.train INFO: Epoch[18] Iter[180/186] Loss: 0.326, Acc: 0.962, Base Lr: 7.21e-03
2024-05-10 15:47:14 transreid.train INFO: Epoch 18 done. Time per epoch: 166.925[s] Speed: 70.2[samples/s]
2024-05-10 15:47:24 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.410, Acc: 0.942, Base Lr: 7.60e-03
2024-05-10 15:47:33 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 0.384, Acc: 0.949, Base Lr: 7.60e-03
2024-05-10 15:47:42 transreid.train INFO: Epoch[19] Iter[30/186] Loss: 0.366, Acc: 0.955, Base Lr: 7.60e-03
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2024-05-10 15:48:00 transreid.train INFO: Epoch[19] Iter[50/186] Loss: 0.395, Acc: 0.949, Base Lr: 7.60e-03
2024-05-10 15:48:09 transreid.train INFO: Epoch[19] Iter[60/186] Loss: 0.385, Acc: 0.950, Base Lr: 7.60e-03
2024-05-10 15:48:18 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 0.378, Acc: 0.952, Base Lr: 7.60e-03
2024-05-10 15:48:27 transreid.train INFO: Epoch[19] Iter[80/186] Loss: 0.371, Acc: 0.953, Base Lr: 7.60e-03
2024-05-10 15:48:36 transreid.train INFO: Epoch[19] Iter[90/186] Loss: 0.367, Acc: 0.952, Base Lr: 7.60e-03
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2024-05-10 15:48:54 transreid.train INFO: Epoch[19] Iter[110/186] Loss: 0.351, Acc: 0.956, Base Lr: 7.60e-03
2024-05-10 15:49:03 transreid.train INFO: Epoch[19] Iter[120/186] Loss: 0.347, Acc: 0.956, Base Lr: 7.60e-03
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2024-05-10 15:49:22 transreid.train INFO: Epoch[19] Iter[140/186] Loss: 0.326, Acc: 0.960, Base Lr: 7.60e-03
2024-05-10 15:49:31 transreid.train INFO: Epoch[19] Iter[150/186] Loss: 0.319, Acc: 0.960, Base Lr: 7.60e-03
2024-05-10 15:49:40 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 0.315, Acc: 0.962, Base Lr: 7.60e-03
2024-05-10 15:49:49 transreid.train INFO: Epoch[19] Iter[170/186] Loss: 0.309, Acc: 0.963, Base Lr: 7.60e-03
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2024-05-10 15:50:02 transreid.train INFO: Epoch 19 done. Time per epoch: 167.504[s] Speed: 70.3[samples/s]
2024-05-10 15:50:11 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.398, Acc: 0.938, Base Lr: 7.47e-03
2024-05-10 15:50:21 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.353, Acc: 0.944, Base Lr: 7.47e-03
2024-05-10 15:50:30 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 0.368, Acc: 0.942, Base Lr: 7.47e-03
2024-05-10 15:50:39 transreid.train INFO: Epoch[20] Iter[40/186] Loss: 0.345, Acc: 0.945, Base Lr: 7.47e-03
2024-05-10 15:50:48 transreid.train INFO: Epoch[20] Iter[50/186] Loss: 0.340, Acc: 0.947, Base Lr: 7.47e-03
2024-05-10 15:50:57 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 0.331, Acc: 0.948, Base Lr: 7.47e-03
2024-05-10 15:51:06 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.319, Acc: 0.952, Base Lr: 7.47e-03
2024-05-10 15:51:15 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.310, Acc: 0.956, Base Lr: 7.47e-03
2024-05-10 15:51:24 transreid.train INFO: Epoch[20] Iter[90/186] Loss: 0.296, Acc: 0.958, Base Lr: 7.47e-03
2024-05-10 15:51:33 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 0.294, Acc: 0.958, Base Lr: 7.47e-03
2024-05-10 15:51:43 transreid.train INFO: Epoch[20] Iter[110/186] Loss: 0.283, Acc: 0.959, Base Lr: 7.47e-03
2024-05-10 15:51:52 transreid.train INFO: Epoch[20] Iter[120/186] Loss: 0.283, Acc: 0.960, Base Lr: 7.47e-03
2024-05-10 15:52:01 transreid.train INFO: Epoch[20] Iter[130/186] Loss: 0.275, Acc: 0.962, Base Lr: 7.47e-03
2024-05-10 15:52:10 transreid.train INFO: Epoch[20] Iter[140/186] Loss: 0.269, Acc: 0.963, Base Lr: 7.47e-03
2024-05-10 15:52:19 transreid.train INFO: Epoch[20] Iter[150/186] Loss: 0.264, Acc: 0.964, Base Lr: 7.47e-03
2024-05-10 15:52:28 transreid.train INFO: Epoch[20] Iter[160/186] Loss: 0.261, Acc: 0.965, Base Lr: 7.47e-03
2024-05-10 15:52:37 transreid.train INFO: Epoch[20] Iter[170/186] Loss: 0.255, Acc: 0.966, Base Lr: 7.47e-03
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2024-05-10 15:52:49 transreid.train INFO: Epoch 20 done. Time per epoch: 166.953[s] Speed: 70.2[samples/s]
2024-05-10 15:54:26 transreid.train INFO: Validation Results - Epoch: 20
2024-05-10 15:54:26 transreid.train INFO: mAP: 77.9%
2024-05-10 15:54:26 transreid.train INFO: CMC curve, Rank-1  :90.3%
2024-05-10 15:54:26 transreid.train INFO: CMC curve, Rank-5  :96.6%
2024-05-10 15:54:26 transreid.train INFO: CMC curve, Rank-10 :98.0%
2024-05-10 15:54:35 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.280, Acc: 0.967, Base Lr: 7.41e-03
2024-05-10 15:54:44 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.267, Acc: 0.967, Base Lr: 7.41e-03
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2024-05-10 15:55:02 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 0.252, Acc: 0.971, Base Lr: 7.41e-03
2024-05-10 15:55:11 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.251, Acc: 0.970, Base Lr: 7.41e-03
2024-05-10 15:55:20 transreid.train INFO: Epoch[21] Iter[60/186] Loss: 0.254, Acc: 0.967, Base Lr: 7.41e-03
2024-05-10 15:55:29 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.253, Acc: 0.967, Base Lr: 7.41e-03
2024-05-10 15:55:38 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 0.253, Acc: 0.967, Base Lr: 7.41e-03
2024-05-10 15:55:47 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.246, Acc: 0.968, Base Lr: 7.41e-03
2024-05-10 15:55:56 transreid.train INFO: Epoch[21] Iter[100/186] Loss: 0.236, Acc: 0.969, Base Lr: 7.41e-03
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2024-05-10 15:56:14 transreid.train INFO: Epoch[21] Iter[120/186] Loss: 0.234, Acc: 0.970, Base Lr: 7.41e-03
2024-05-10 15:56:23 transreid.train INFO: Epoch[21] Iter[130/186] Loss: 0.228, Acc: 0.971, Base Lr: 7.41e-03
2024-05-10 15:56:32 transreid.train INFO: Epoch[21] Iter[140/186] Loss: 0.225, Acc: 0.972, Base Lr: 7.41e-03
2024-05-10 15:56:41 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 0.218, Acc: 0.973, Base Lr: 7.41e-03
2024-05-10 15:56:51 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.212, Acc: 0.974, Base Lr: 7.41e-03
2024-05-10 15:57:00 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.208, Acc: 0.974, Base Lr: 7.41e-03
2024-05-10 15:57:09 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.205, Acc: 0.974, Base Lr: 7.41e-03
2024-05-10 15:57:12 transreid.train INFO: Epoch 21 done. Time per epoch: 166.504[s] Speed: 70.7[samples/s]
2024-05-10 15:57:22 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.275, Acc: 0.966, Base Lr: 7.36e-03
2024-05-10 15:57:31 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 0.277, Acc: 0.964, Base Lr: 7.36e-03
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2024-05-10 15:58:16 transreid.train INFO: Epoch[22] Iter[70/186] Loss: 0.232, Acc: 0.971, Base Lr: 7.36e-03
2024-05-10 15:58:25 transreid.train INFO: Epoch[22] Iter[80/186] Loss: 0.229, Acc: 0.971, Base Lr: 7.36e-03
2024-05-10 15:58:34 transreid.train INFO: Epoch[22] Iter[90/186] Loss: 0.224, Acc: 0.973, Base Lr: 7.36e-03
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2024-05-10 15:59:29 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 0.209, Acc: 0.974, Base Lr: 7.36e-03
2024-05-10 15:59:38 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.202, Acc: 0.975, Base Lr: 7.36e-03
2024-05-10 15:59:47 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.200, Acc: 0.975, Base Lr: 7.36e-03
2024-05-10 15:59:56 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 0.194, Acc: 0.976, Base Lr: 7.36e-03
2024-05-10 15:59:59 transreid.train INFO: Epoch 22 done. Time per epoch: 166.769[s] Speed: 70.2[samples/s]
2024-05-10 16:00:09 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.237, Acc: 0.963, Base Lr: 7.30e-03
2024-05-10 16:00:18 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.237, Acc: 0.969, Base Lr: 7.30e-03
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2024-05-10 16:00:36 transreid.train INFO: Epoch[23] Iter[40/186] Loss: 0.220, Acc: 0.968, Base Lr: 7.30e-03
2024-05-10 16:00:45 transreid.train INFO: Epoch[23] Iter[50/186] Loss: 0.205, Acc: 0.970, Base Lr: 7.30e-03
2024-05-10 16:00:54 transreid.train INFO: Epoch[23] Iter[60/186] Loss: 0.202, Acc: 0.971, Base Lr: 7.30e-03
2024-05-10 16:01:03 transreid.train INFO: Epoch[23] Iter[70/186] Loss: 0.195, Acc: 0.972, Base Lr: 7.30e-03
2024-05-10 16:01:12 transreid.train INFO: Epoch[23] Iter[80/186] Loss: 0.191, Acc: 0.973, Base Lr: 7.30e-03
2024-05-10 16:01:21 transreid.train INFO: Epoch[23] Iter[90/186] Loss: 0.184, Acc: 0.974, Base Lr: 7.30e-03
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2024-05-10 16:01:40 transreid.train INFO: Epoch[23] Iter[110/186] Loss: 0.189, Acc: 0.973, Base Lr: 7.30e-03
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2024-05-10 16:02:46 transreid.train INFO: Epoch 23 done. Time per epoch: 166.736[s] Speed: 70.2[samples/s]
2024-05-10 16:02:55 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.227, Acc: 0.966, Base Lr: 7.24e-03
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2024-05-10 16:05:34 transreid.train INFO: Epoch 24 done. Time per epoch: 168.041[s] Speed: 70.1[samples/s]
2024-05-10 16:05:43 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.176, Acc: 0.977, Base Lr: 7.18e-03
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2024-05-10 16:08:08 transreid.train INFO: Epoch[25] Iter[170/186] Loss: 0.141, Acc: 0.984, Base Lr: 7.18e-03
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2024-05-10 16:08:20 transreid.train INFO: Epoch 25 done. Time per epoch: 166.403[s] Speed: 70.4[samples/s]
2024-05-10 16:08:30 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.210, Acc: 0.966, Base Lr: 7.11e-03
2024-05-10 16:08:39 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 0.209, Acc: 0.968, Base Lr: 7.11e-03
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2024-05-10 16:09:06 transreid.train INFO: Epoch[26] Iter[50/186] Loss: 0.168, Acc: 0.980, Base Lr: 7.11e-03
2024-05-10 16:09:15 transreid.train INFO: Epoch[26] Iter[60/186] Loss: 0.167, Acc: 0.981, Base Lr: 7.11e-03
2024-05-10 16:09:24 transreid.train INFO: Epoch[26] Iter[70/186] Loss: 0.160, Acc: 0.981, Base Lr: 7.11e-03
2024-05-10 16:09:33 transreid.train INFO: Epoch[26] Iter[80/186] Loss: 0.160, Acc: 0.981, Base Lr: 7.11e-03
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2024-05-10 16:10:27 transreid.train INFO: Epoch[26] Iter[140/186] Loss: 0.139, Acc: 0.982, Base Lr: 7.11e-03
2024-05-10 16:10:37 transreid.train INFO: Epoch[26] Iter[150/186] Loss: 0.135, Acc: 0.983, Base Lr: 7.11e-03
2024-05-10 16:10:46 transreid.train INFO: Epoch[26] Iter[160/186] Loss: 0.132, Acc: 0.983, Base Lr: 7.11e-03
2024-05-10 16:10:55 transreid.train INFO: Epoch[26] Iter[170/186] Loss: 0.128, Acc: 0.984, Base Lr: 7.11e-03
2024-05-10 16:11:04 transreid.train INFO: Epoch[26] Iter[180/186] Loss: 0.124, Acc: 0.985, Base Lr: 7.11e-03
2024-05-10 16:11:06 transreid.train INFO: Epoch 26 done. Time per epoch: 166.253[s] Speed: 70.4[samples/s]
2024-05-10 16:11:16 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.167, Acc: 0.978, Base Lr: 7.04e-03
2024-05-10 16:11:25 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.154, Acc: 0.979, Base Lr: 7.04e-03
2024-05-10 16:11:34 transreid.train INFO: Epoch[27] Iter[30/186] Loss: 0.154, Acc: 0.980, Base Lr: 7.04e-03
2024-05-10 16:11:43 transreid.train INFO: Epoch[27] Iter[40/186] Loss: 0.150, Acc: 0.980, Base Lr: 7.04e-03
2024-05-10 16:11:53 transreid.train INFO: Epoch[27] Iter[50/186] Loss: 0.151, Acc: 0.978, Base Lr: 7.04e-03
2024-05-10 16:12:02 transreid.train INFO: Epoch[27] Iter[60/186] Loss: 0.143, Acc: 0.979, Base Lr: 7.04e-03
2024-05-10 16:12:11 transreid.train INFO: Epoch[27] Iter[70/186] Loss: 0.143, Acc: 0.979, Base Lr: 7.04e-03
2024-05-10 16:12:20 transreid.train INFO: Epoch[27] Iter[80/186] Loss: 0.144, Acc: 0.980, Base Lr: 7.04e-03
2024-05-10 16:12:29 transreid.train INFO: Epoch[27] Iter[90/186] Loss: 0.138, Acc: 0.981, Base Lr: 7.04e-03
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2024-05-10 16:12:56 transreid.train INFO: Epoch[27] Iter[120/186] Loss: 0.129, Acc: 0.983, Base Lr: 7.04e-03
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2024-05-10 16:13:14 transreid.train INFO: Epoch[27] Iter[140/186] Loss: 0.125, Acc: 0.983, Base Lr: 7.04e-03
2024-05-10 16:13:23 transreid.train INFO: Epoch[27] Iter[150/186] Loss: 0.124, Acc: 0.984, Base Lr: 7.04e-03
2024-05-10 16:13:32 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 0.124, Acc: 0.984, Base Lr: 7.04e-03
2024-05-10 16:13:41 transreid.train INFO: Epoch[27] Iter[170/186] Loss: 0.120, Acc: 0.984, Base Lr: 7.04e-03
2024-05-10 16:13:50 transreid.train INFO: Epoch[27] Iter[180/186] Loss: 0.117, Acc: 0.985, Base Lr: 7.04e-03
2024-05-10 16:13:53 transreid.train INFO: Epoch 27 done. Time per epoch: 166.466[s] Speed: 70.4[samples/s]
2024-05-10 16:14:03 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.128, Acc: 0.988, Base Lr: 6.97e-03
2024-05-10 16:14:12 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.120, Acc: 0.989, Base Lr: 6.97e-03
2024-05-10 16:14:21 transreid.train INFO: Epoch[28] Iter[30/186] Loss: 0.130, Acc: 0.986, Base Lr: 6.97e-03
2024-05-10 16:14:30 transreid.train INFO: Epoch[28] Iter[40/186] Loss: 0.133, Acc: 0.986, Base Lr: 6.97e-03
2024-05-10 16:14:39 transreid.train INFO: Epoch[28] Iter[50/186] Loss: 0.131, Acc: 0.985, Base Lr: 6.97e-03
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2024-05-10 16:14:57 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 0.127, Acc: 0.985, Base Lr: 6.97e-03
2024-05-10 16:15:06 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 0.130, Acc: 0.986, Base Lr: 6.97e-03
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2024-05-10 16:15:24 transreid.train INFO: Epoch[28] Iter[100/186] Loss: 0.126, Acc: 0.986, Base Lr: 6.97e-03
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2024-05-10 16:16:00 transreid.train INFO: Epoch[28] Iter[140/186] Loss: 0.114, Acc: 0.988, Base Lr: 6.97e-03
2024-05-10 16:16:09 transreid.train INFO: Epoch[28] Iter[150/186] Loss: 0.111, Acc: 0.988, Base Lr: 6.97e-03
2024-05-10 16:16:18 transreid.train INFO: Epoch[28] Iter[160/186] Loss: 0.108, Acc: 0.988, Base Lr: 6.97e-03
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2024-05-10 16:16:39 transreid.train INFO: Epoch 28 done. Time per epoch: 166.593[s] Speed: 70.3[samples/s]
2024-05-10 16:16:49 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.203, Acc: 0.969, Base Lr: 6.90e-03
2024-05-10 16:16:58 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 0.162, Acc: 0.977, Base Lr: 6.90e-03
2024-05-10 16:17:07 transreid.train INFO: Epoch[29] Iter[30/186] Loss: 0.149, Acc: 0.980, Base Lr: 6.90e-03
2024-05-10 16:17:16 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 0.146, Acc: 0.980, Base Lr: 6.90e-03
2024-05-10 16:17:25 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 0.142, Acc: 0.981, Base Lr: 6.90e-03
2024-05-10 16:17:34 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 0.137, Acc: 0.982, Base Lr: 6.90e-03
2024-05-10 16:17:44 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.134, Acc: 0.982, Base Lr: 6.90e-03
2024-05-10 16:17:53 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.127, Acc: 0.983, Base Lr: 6.90e-03
2024-05-10 16:18:02 transreid.train INFO: Epoch[29] Iter[90/186] Loss: 0.123, Acc: 0.984, Base Lr: 6.90e-03
2024-05-10 16:18:11 transreid.train INFO: Epoch[29] Iter[100/186] Loss: 0.121, Acc: 0.985, Base Lr: 6.90e-03
2024-05-10 16:18:19 transreid.train INFO: Epoch[29] Iter[110/186] Loss: 0.118, Acc: 0.985, Base Lr: 6.90e-03
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2024-05-10 16:18:47 transreid.train INFO: Epoch[29] Iter[140/186] Loss: 0.110, Acc: 0.986, Base Lr: 6.90e-03
2024-05-10 16:18:56 transreid.train INFO: Epoch[29] Iter[150/186] Loss: 0.107, Acc: 0.986, Base Lr: 6.90e-03
2024-05-10 16:19:05 transreid.train INFO: Epoch[29] Iter[160/186] Loss: 0.106, Acc: 0.987, Base Lr: 6.90e-03
2024-05-10 16:19:14 transreid.train INFO: Epoch[29] Iter[170/186] Loss: 0.106, Acc: 0.987, Base Lr: 6.90e-03
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2024-05-10 16:19:26 transreid.train INFO: Epoch 29 done. Time per epoch: 166.662[s] Speed: 70.3[samples/s]
2024-05-10 16:19:36 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.118, Acc: 0.991, Base Lr: 6.83e-03
2024-05-10 16:19:45 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.118, Acc: 0.987, Base Lr: 6.83e-03
2024-05-10 16:19:54 transreid.train INFO: Epoch[30] Iter[30/186] Loss: 0.129, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 16:20:03 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 0.123, Acc: 0.986, Base Lr: 6.83e-03
2024-05-10 16:20:12 transreid.train INFO: Epoch[30] Iter[50/186] Loss: 0.114, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 16:20:21 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 0.109, Acc: 0.989, Base Lr: 6.83e-03
2024-05-10 16:20:30 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.109, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 16:20:39 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.109, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 16:20:48 transreid.train INFO: Epoch[30] Iter[90/186] Loss: 0.106, Acc: 0.989, Base Lr: 6.83e-03
2024-05-10 16:20:57 transreid.train INFO: Epoch[30] Iter[100/186] Loss: 0.102, Acc: 0.989, Base Lr: 6.83e-03
2024-05-10 16:21:06 transreid.train INFO: Epoch[30] Iter[110/186] Loss: 0.100, Acc: 0.989, Base Lr: 6.83e-03
2024-05-10 16:21:16 transreid.train INFO: Epoch[30] Iter[120/186] Loss: 0.098, Acc: 0.989, Base Lr: 6.83e-03
2024-05-10 16:21:24 transreid.train INFO: Epoch[30] Iter[130/186] Loss: 0.096, Acc: 0.990, Base Lr: 6.83e-03
2024-05-10 16:21:33 transreid.train INFO: Epoch[30] Iter[140/186] Loss: 0.094, Acc: 0.990, Base Lr: 6.83e-03
2024-05-10 16:21:42 transreid.train INFO: Epoch[30] Iter[150/186] Loss: 0.092, Acc: 0.990, Base Lr: 6.83e-03
2024-05-10 16:21:51 transreid.train INFO: Epoch[30] Iter[160/186] Loss: 0.090, Acc: 0.990, Base Lr: 6.83e-03
2024-05-10 16:22:00 transreid.train INFO: Epoch[30] Iter[170/186] Loss: 0.088, Acc: 0.991, Base Lr: 6.83e-03
2024-05-10 16:22:10 transreid.train INFO: Epoch[30] Iter[180/186] Loss: 0.086, Acc: 0.991, Base Lr: 6.83e-03
2024-05-10 16:22:13 transreid.train INFO: Epoch 30 done. Time per epoch: 167.271[s] Speed: 70.4[samples/s]
2024-05-10 16:22:23 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.096, Acc: 0.991, Base Lr: 6.76e-03
2024-05-10 16:22:32 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 0.089, Acc: 0.994, Base Lr: 6.76e-03
2024-05-10 16:22:41 transreid.train INFO: Epoch[31] Iter[30/186] Loss: 0.097, Acc: 0.988, Base Lr: 6.76e-03
2024-05-10 16:22:50 transreid.train INFO: Epoch[31] Iter[40/186] Loss: 0.097, Acc: 0.989, Base Lr: 6.76e-03
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2024-05-10 16:23:09 transreid.train INFO: Epoch[31] Iter[60/186] Loss: 0.096, Acc: 0.989, Base Lr: 6.76e-03
2024-05-10 16:23:17 transreid.train INFO: Epoch[31] Iter[70/186] Loss: 0.091, Acc: 0.990, Base Lr: 6.76e-03
2024-05-10 16:23:26 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 0.089, Acc: 0.990, Base Lr: 6.76e-03
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2024-05-10 16:23:45 transreid.train INFO: Epoch[31] Iter[100/186] Loss: 0.088, Acc: 0.990, Base Lr: 6.76e-03
2024-05-10 16:23:54 transreid.train INFO: Epoch[31] Iter[110/186] Loss: 0.088, Acc: 0.990, Base Lr: 6.76e-03
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2024-05-10 16:24:59 transreid.train INFO: Epoch 31 done. Time per epoch: 165.285[s] Speed: 70.5[samples/s]
2024-05-10 16:25:08 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.113, Acc: 0.978, Base Lr: 6.68e-03
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2024-05-10 16:27:45 transreid.train INFO: Epoch 32 done. Time per epoch: 165.974[s] Speed: 70.6[samples/s]
2024-05-10 16:27:54 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.080, Acc: 0.994, Base Lr: 6.60e-03
2024-05-10 16:28:03 transreid.train INFO: Epoch[33] Iter[20/186] Loss: 0.104, Acc: 0.991, Base Lr: 6.60e-03
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2024-05-10 16:30:01 transreid.train INFO: Epoch[33] Iter[150/186] Loss: 0.088, Acc: 0.990, Base Lr: 6.60e-03
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2024-05-10 16:30:32 transreid.train INFO: Epoch 33 done. Time per epoch: 167.429[s] Speed: 70.3[samples/s]
2024-05-10 16:30:42 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.085, Acc: 0.986, Base Lr: 6.52e-03
2024-05-10 16:30:51 transreid.train INFO: Epoch[34] Iter[20/186] Loss: 0.081, Acc: 0.988, Base Lr: 6.52e-03
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2024-05-10 16:31:27 transreid.train INFO: Epoch[34] Iter[60/186] Loss: 0.085, Acc: 0.988, Base Lr: 6.52e-03
2024-05-10 16:31:36 transreid.train INFO: Epoch[34] Iter[70/186] Loss: 0.087, Acc: 0.988, Base Lr: 6.52e-03
2024-05-10 16:31:45 transreid.train INFO: Epoch[34] Iter[80/186] Loss: 0.083, Acc: 0.989, Base Lr: 6.52e-03
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2024-05-10 16:32:03 transreid.train INFO: Epoch[34] Iter[100/186] Loss: 0.083, Acc: 0.989, Base Lr: 6.52e-03
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2024-05-10 16:32:48 transreid.train INFO: Epoch[34] Iter[150/186] Loss: 0.080, Acc: 0.991, Base Lr: 6.52e-03
2024-05-10 16:32:57 transreid.train INFO: Epoch[34] Iter[160/186] Loss: 0.079, Acc: 0.991, Base Lr: 6.52e-03
2024-05-10 16:33:06 transreid.train INFO: Epoch[34] Iter[170/186] Loss: 0.078, Acc: 0.991, Base Lr: 6.52e-03
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2024-05-10 16:33:19 transreid.train INFO: Epoch 34 done. Time per epoch: 166.837[s] Speed: 70.6[samples/s]
2024-05-10 16:33:28 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.102, Acc: 0.991, Base Lr: 6.44e-03
2024-05-10 16:33:37 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.097, Acc: 0.988, Base Lr: 6.44e-03
2024-05-10 16:33:46 transreid.train INFO: Epoch[35] Iter[30/186] Loss: 0.087, Acc: 0.988, Base Lr: 6.44e-03
2024-05-10 16:33:55 transreid.train INFO: Epoch[35] Iter[40/186] Loss: 0.082, Acc: 0.989, Base Lr: 6.44e-03
2024-05-10 16:34:04 transreid.train INFO: Epoch[35] Iter[50/186] Loss: 0.080, Acc: 0.989, Base Lr: 6.44e-03
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2024-05-10 16:34:31 transreid.train INFO: Epoch[35] Iter[80/186] Loss: 0.077, Acc: 0.990, Base Lr: 6.44e-03
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2024-05-10 16:35:08 transreid.train INFO: Epoch[35] Iter[120/186] Loss: 0.075, Acc: 0.990, Base Lr: 6.44e-03
2024-05-10 16:35:17 transreid.train INFO: Epoch[35] Iter[130/186] Loss: 0.074, Acc: 0.991, Base Lr: 6.44e-03
2024-05-10 16:35:26 transreid.train INFO: Epoch[35] Iter[140/186] Loss: 0.072, Acc: 0.991, Base Lr: 6.44e-03
2024-05-10 16:35:35 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.071, Acc: 0.992, Base Lr: 6.44e-03
2024-05-10 16:35:44 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.071, Acc: 0.992, Base Lr: 6.44e-03
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2024-05-10 16:36:02 transreid.train INFO: Epoch[35] Iter[180/186] Loss: 0.067, Acc: 0.992, Base Lr: 6.44e-03
2024-05-10 16:36:06 transreid.train INFO: Epoch 35 done. Time per epoch: 166.657[s] Speed: 70.7[samples/s]
2024-05-10 16:36:15 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.063, Acc: 0.995, Base Lr: 6.35e-03
2024-05-10 16:36:24 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.068, Acc: 0.991, Base Lr: 6.35e-03
2024-05-10 16:36:33 transreid.train INFO: Epoch[36] Iter[30/186] Loss: 0.069, Acc: 0.991, Base Lr: 6.35e-03
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2024-05-10 16:37:00 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.070, Acc: 0.992, Base Lr: 6.35e-03
2024-05-10 16:37:09 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 0.068, Acc: 0.992, Base Lr: 6.35e-03
2024-05-10 16:37:18 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.069, Acc: 0.992, Base Lr: 6.35e-03
2024-05-10 16:37:28 transreid.train INFO: Epoch[36] Iter[90/186] Loss: 0.068, Acc: 0.992, Base Lr: 6.35e-03
2024-05-10 16:37:36 transreid.train INFO: Epoch[36] Iter[100/186] Loss: 0.068, Acc: 0.992, Base Lr: 6.35e-03
2024-05-10 16:37:46 transreid.train INFO: Epoch[36] Iter[110/186] Loss: 0.069, Acc: 0.992, Base Lr: 6.35e-03
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2024-05-10 16:38:03 transreid.train INFO: Epoch[36] Iter[130/186] Loss: 0.066, Acc: 0.993, Base Lr: 6.35e-03
2024-05-10 16:38:12 transreid.train INFO: Epoch[36] Iter[140/186] Loss: 0.063, Acc: 0.993, Base Lr: 6.35e-03
2024-05-10 16:38:22 transreid.train INFO: Epoch[36] Iter[150/186] Loss: 0.062, Acc: 0.993, Base Lr: 6.35e-03
2024-05-10 16:38:31 transreid.train INFO: Epoch[36] Iter[160/186] Loss: 0.061, Acc: 0.994, Base Lr: 6.35e-03
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2024-05-10 16:38:52 transreid.train INFO: Epoch 36 done. Time per epoch: 166.918[s] Speed: 70.5[samples/s]
2024-05-10 16:39:02 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.087, Acc: 0.991, Base Lr: 6.27e-03
2024-05-10 16:39:11 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 0.073, Acc: 0.994, Base Lr: 6.27e-03
2024-05-10 16:39:20 transreid.train INFO: Epoch[37] Iter[30/186] Loss: 0.071, Acc: 0.994, Base Lr: 6.27e-03
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2024-05-10 16:39:47 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 0.071, Acc: 0.993, Base Lr: 6.27e-03
2024-05-10 16:39:56 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.069, Acc: 0.993, Base Lr: 6.27e-03
2024-05-10 16:40:05 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.069, Acc: 0.993, Base Lr: 6.27e-03
2024-05-10 16:40:14 transreid.train INFO: Epoch[37] Iter[90/186] Loss: 0.068, Acc: 0.993, Base Lr: 6.27e-03
2024-05-10 16:40:23 transreid.train INFO: Epoch[37] Iter[100/186] Loss: 0.068, Acc: 0.993, Base Lr: 6.27e-03
2024-05-10 16:40:32 transreid.train INFO: Epoch[37] Iter[110/186] Loss: 0.065, Acc: 0.993, Base Lr: 6.27e-03
2024-05-10 16:40:41 transreid.train INFO: Epoch[37] Iter[120/186] Loss: 0.063, Acc: 0.994, Base Lr: 6.27e-03
2024-05-10 16:40:51 transreid.train INFO: Epoch[37] Iter[130/186] Loss: 0.061, Acc: 0.994, Base Lr: 6.27e-03
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2024-05-10 16:41:09 transreid.train INFO: Epoch[37] Iter[150/186] Loss: 0.060, Acc: 0.994, Base Lr: 6.27e-03
2024-05-10 16:41:18 transreid.train INFO: Epoch[37] Iter[160/186] Loss: 0.057, Acc: 0.994, Base Lr: 6.27e-03
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2024-05-10 16:41:40 transreid.train INFO: Epoch 37 done. Time per epoch: 167.088[s] Speed: 70.5[samples/s]
2024-05-10 16:41:49 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.093, Acc: 0.991, Base Lr: 6.18e-03
2024-05-10 16:41:58 transreid.train INFO: Epoch[38] Iter[20/186] Loss: 0.081, Acc: 0.993, Base Lr: 6.18e-03
2024-05-10 16:42:07 transreid.train INFO: Epoch[38] Iter[30/186] Loss: 0.074, Acc: 0.993, Base Lr: 6.18e-03
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2024-05-10 16:42:34 transreid.train INFO: Epoch[38] Iter[60/186] Loss: 0.075, Acc: 0.992, Base Lr: 6.18e-03
2024-05-10 16:42:43 transreid.train INFO: Epoch[38] Iter[70/186] Loss: 0.075, Acc: 0.992, Base Lr: 6.18e-03
2024-05-10 16:42:53 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.075, Acc: 0.992, Base Lr: 6.18e-03
2024-05-10 16:43:01 transreid.train INFO: Epoch[38] Iter[90/186] Loss: 0.074, Acc: 0.993, Base Lr: 6.18e-03
2024-05-10 16:43:10 transreid.train INFO: Epoch[38] Iter[100/186] Loss: 0.074, Acc: 0.992, Base Lr: 6.18e-03
2024-05-10 16:43:19 transreid.train INFO: Epoch[38] Iter[110/186] Loss: 0.075, Acc: 0.991, Base Lr: 6.18e-03
2024-05-10 16:43:28 transreid.train INFO: Epoch[38] Iter[120/186] Loss: 0.073, Acc: 0.991, Base Lr: 6.18e-03
2024-05-10 16:43:37 transreid.train INFO: Epoch[38] Iter[130/186] Loss: 0.073, Acc: 0.991, Base Lr: 6.18e-03
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2024-05-10 16:43:56 transreid.train INFO: Epoch[38] Iter[150/186] Loss: 0.070, Acc: 0.991, Base Lr: 6.18e-03
2024-05-10 16:44:05 transreid.train INFO: Epoch[38] Iter[160/186] Loss: 0.067, Acc: 0.992, Base Lr: 6.18e-03
2024-05-10 16:44:14 transreid.train INFO: Epoch[38] Iter[170/186] Loss: 0.066, Acc: 0.992, Base Lr: 6.18e-03
2024-05-10 16:44:23 transreid.train INFO: Epoch[38] Iter[180/186] Loss: 0.066, Acc: 0.992, Base Lr: 6.18e-03
2024-05-10 16:44:26 transreid.train INFO: Epoch 38 done. Time per epoch: 166.031[s] Speed: 70.5[samples/s]
2024-05-10 16:44:35 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.094, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 16:44:44 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.087, Acc: 0.995, Base Lr: 6.09e-03
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2024-05-10 16:45:29 transreid.train INFO: Epoch[39] Iter[70/186] Loss: 0.074, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 16:45:38 transreid.train INFO: Epoch[39] Iter[80/186] Loss: 0.070, Acc: 0.994, Base Lr: 6.09e-03
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2024-05-10 16:46:14 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.064, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 16:46:24 transreid.train INFO: Epoch[39] Iter[130/186] Loss: 0.065, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 16:46:33 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.063, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 16:46:42 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.061, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 16:46:51 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.061, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 16:46:59 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.060, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 16:47:08 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.059, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 16:47:11 transreid.train INFO: Epoch 39 done. Time per epoch: 165.520[s] Speed: 70.8[samples/s]
2024-05-10 16:47:21 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.114, Acc: 0.989, Base Lr: 6.00e-03
2024-05-10 16:47:30 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.085, Acc: 0.993, Base Lr: 6.00e-03
2024-05-10 16:47:39 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.074, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:47:48 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.071, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:47:57 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.072, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:48:06 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.071, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:48:15 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.068, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:48:24 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.068, Acc: 0.995, Base Lr: 6.00e-03
2024-05-10 16:48:33 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.066, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:48:42 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.065, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:48:51 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.065, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:49:00 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.064, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:49:09 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.063, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:49:18 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.062, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:49:27 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.064, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:49:36 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.062, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:49:46 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.062, Acc: 0.994, Base Lr: 6.00e-03
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2024-05-10 16:49:57 transreid.train INFO: Epoch 40 done. Time per epoch: 166.032[s] Speed: 70.5[samples/s]
2024-05-10 16:51:32 transreid.train INFO: Validation Results - Epoch: 40
2024-05-10 16:51:32 transreid.train INFO: mAP: 81.6%
2024-05-10 16:51:32 transreid.train INFO: CMC curve, Rank-1  :92.3%
2024-05-10 16:51:32 transreid.train INFO: CMC curve, Rank-5  :97.5%
2024-05-10 16:51:32 transreid.train INFO: CMC curve, Rank-10 :98.5%
2024-05-10 16:51:41 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.064, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 16:51:50 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.064, Acc: 0.993, Base Lr: 5.91e-03
2024-05-10 16:51:59 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.061, Acc: 0.993, Base Lr: 5.91e-03
2024-05-10 16:52:08 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.057, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 16:52:17 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.057, Acc: 0.995, Base Lr: 5.91e-03
2024-05-10 16:52:26 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.053, Acc: 0.995, Base Lr: 5.91e-03
2024-05-10 16:52:35 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.057, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 16:52:44 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.055, Acc: 0.995, Base Lr: 5.91e-03
2024-05-10 16:52:53 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.053, Acc: 0.995, Base Lr: 5.91e-03
2024-05-10 16:53:02 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.91e-03
2024-05-10 16:53:11 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.051, Acc: 0.995, Base Lr: 5.91e-03
2024-05-10 16:53:20 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.91e-03
2024-05-10 16:53:29 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.91e-03
2024-05-10 16:53:39 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.91e-03
2024-05-10 16:53:48 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.91e-03
2024-05-10 16:53:57 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.91e-03
2024-05-10 16:54:06 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.044, Acc: 0.996, Base Lr: 5.91e-03
2024-05-10 16:54:15 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.043, Acc: 0.996, Base Lr: 5.91e-03
2024-05-10 16:54:18 transreid.train INFO: Epoch 41 done. Time per epoch: 166.283[s] Speed: 70.8[samples/s]
2024-05-10 16:54:28 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.065, Acc: 0.992, Base Lr: 5.82e-03
2024-05-10 16:54:37 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.075, Acc: 0.992, Base Lr: 5.82e-03
2024-05-10 16:54:46 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.070, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 16:54:55 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.066, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 16:55:04 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.066, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 16:55:13 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.061, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 16:55:22 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.063, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 16:55:31 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.062, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 16:55:40 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.059, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 16:55:49 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.058, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:55:58 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.059, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:56:07 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.056, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:56:16 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.057, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:56:25 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.056, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:56:34 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.054, Acc: 0.995, Base Lr: 5.82e-03
2024-05-10 16:56:44 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.053, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:56:53 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.053, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:57:01 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.052, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:57:05 transreid.train INFO: Epoch 42 done. Time per epoch: 166.777[s] Speed: 70.6[samples/s]
2024-05-10 16:57:15 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.065, Acc: 0.994, Base Lr: 5.73e-03
2024-05-10 16:57:23 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.060, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 16:57:33 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.056, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 16:57:42 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.051, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 16:57:51 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.058, Acc: 0.994, Base Lr: 5.73e-03
2024-05-10 16:58:00 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.057, Acc: 0.994, Base Lr: 5.73e-03
2024-05-10 16:58:09 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.059, Acc: 0.994, Base Lr: 5.73e-03
2024-05-10 16:58:18 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.057, Acc: 0.994, Base Lr: 5.73e-03
2024-05-10 16:58:27 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.055, Acc: 0.994, Base Lr: 5.73e-03
2024-05-10 16:58:36 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.054, Acc: 0.994, Base Lr: 5.73e-03
2024-05-10 16:58:45 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.053, Acc: 0.994, Base Lr: 5.73e-03
2024-05-10 16:58:54 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 16:59:03 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.051, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 16:59:12 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.050, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 16:59:21 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.049, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 16:59:30 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.048, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 16:59:39 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.047, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 16:59:48 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.046, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 16:59:52 transreid.train INFO: Epoch 43 done. Time per epoch: 166.763[s] Speed: 70.6[samples/s]
2024-05-10 17:00:01 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.055, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 17:00:11 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.045, Acc: 0.998, Base Lr: 5.63e-03
2024-05-10 17:00:19 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.046, Acc: 0.997, Base Lr: 5.63e-03
2024-05-10 17:00:28 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.052, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:00:37 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.052, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:00:47 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.054, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:00:56 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.053, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 17:01:05 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:01:14 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:01:23 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:01:32 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:01:41 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:01:50 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:01:59 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:02:08 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:02:17 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:02:26 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:02:35 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.045, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 17:02:39 transreid.train INFO: Epoch 44 done. Time per epoch: 166.884[s] Speed: 70.6[samples/s]
2024-05-10 17:02:48 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.066, Acc: 0.989, Base Lr: 5.54e-03
2024-05-10 17:02:57 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.053, Acc: 0.994, Base Lr: 5.54e-03
2024-05-10 17:03:06 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.052, Acc: 0.993, Base Lr: 5.54e-03
2024-05-10 17:03:16 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.055, Acc: 0.994, Base Lr: 5.54e-03
2024-05-10 17:03:24 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.056, Acc: 0.994, Base Lr: 5.54e-03
2024-05-10 17:03:33 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.054, Acc: 0.994, Base Lr: 5.54e-03
2024-05-10 17:03:43 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.053, Acc: 0.994, Base Lr: 5.54e-03
2024-05-10 17:03:52 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.054, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 17:04:01 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 17:04:10 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.050, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 17:04:18 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.048, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 17:04:28 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 17:04:37 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.045, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 17:04:46 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.044, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 17:04:55 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.042, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 17:05:04 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.042, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 17:05:13 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.041, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 17:05:22 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.040, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 17:05:25 transreid.train INFO: Epoch 45 done. Time per epoch: 166.059[s] Speed: 70.5[samples/s]
2024-05-10 17:05:34 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.033, Acc: 0.995, Base Lr: 5.44e-03
2024-05-10 17:05:43 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.039, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:05:52 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.044, Acc: 0.995, Base Lr: 5.44e-03
2024-05-10 17:06:01 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.041, Acc: 0.995, Base Lr: 5.44e-03
2024-05-10 17:06:10 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.041, Acc: 0.995, Base Lr: 5.44e-03
2024-05-10 17:06:19 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.040, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:06:28 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.041, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:06:37 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.042, Acc: 0.995, Base Lr: 5.44e-03
2024-05-10 17:06:46 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.040, Acc: 0.995, Base Lr: 5.44e-03
2024-05-10 17:06:55 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.041, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:07:04 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.039, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:07:13 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.038, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:07:22 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.039, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:07:31 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.038, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:07:40 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.036, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:07:49 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.035, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:07:58 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.035, Acc: 0.997, Base Lr: 5.44e-03
2024-05-10 17:08:07 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.035, Acc: 0.997, Base Lr: 5.44e-03
2024-05-10 17:08:10 transreid.train INFO: Epoch 46 done. Time per epoch: 165.362[s] Speed: 70.8[samples/s]
2024-05-10 17:08:20 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.045, Acc: 0.995, Base Lr: 5.34e-03
2024-05-10 17:08:29 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.050, Acc: 0.995, Base Lr: 5.34e-03
2024-05-10 17:08:38 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.34e-03
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2024-05-10 17:09:05 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.041, Acc: 0.997, Base Lr: 5.34e-03
2024-05-10 17:09:14 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.34e-03
2024-05-10 17:09:23 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.043, Acc: 0.996, Base Lr: 5.34e-03
2024-05-10 17:09:32 transreid.train INFO: Epoch[47] Iter[90/186] Loss: 0.043, Acc: 0.996, Base Lr: 5.34e-03
2024-05-10 17:09:41 transreid.train INFO: Epoch[47] Iter[100/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.34e-03
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2024-05-10 17:10:57 transreid.train INFO: Epoch 47 done. Time per epoch: 166.713[s] Speed: 70.6[samples/s]
2024-05-10 17:11:06 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.051, Acc: 0.991, Base Lr: 5.24e-03
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2024-05-10 17:12:10 transreid.train INFO: Epoch[48] Iter[80/186] Loss: 0.036, Acc: 0.997, Base Lr: 5.24e-03
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2024-05-10 17:13:13 transreid.train INFO: Epoch[48] Iter[150/186] Loss: 0.032, Acc: 0.997, Base Lr: 5.24e-03
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2024-05-10 17:13:43 transreid.train INFO: Epoch 48 done. Time per epoch: 166.329[s] Speed: 70.8[samples/s]
2024-05-10 17:13:53 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.038, Acc: 0.998, Base Lr: 5.14e-03
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2024-05-10 17:14:56 transreid.train INFO: Epoch[49] Iter[80/186] Loss: 0.043, Acc: 0.996, Base Lr: 5.14e-03
2024-05-10 17:15:05 transreid.train INFO: Epoch[49] Iter[90/186] Loss: 0.040, Acc: 0.996, Base Lr: 5.14e-03
2024-05-10 17:15:14 transreid.train INFO: Epoch[49] Iter[100/186] Loss: 0.040, Acc: 0.996, Base Lr: 5.14e-03
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2024-05-10 17:15:59 transreid.train INFO: Epoch[49] Iter[150/186] Loss: 0.036, Acc: 0.997, Base Lr: 5.14e-03
2024-05-10 17:16:08 transreid.train INFO: Epoch[49] Iter[160/186] Loss: 0.035, Acc: 0.997, Base Lr: 5.14e-03
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2024-05-10 17:16:28 transreid.train INFO: Epoch 49 done. Time per epoch: 165.308[s] Speed: 70.8[samples/s]
2024-05-10 17:16:38 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.040, Acc: 0.998, Base Lr: 5.04e-03
2024-05-10 17:16:47 transreid.train INFO: Epoch[50] Iter[20/186] Loss: 0.046, Acc: 0.998, Base Lr: 5.04e-03
2024-05-10 17:16:56 transreid.train INFO: Epoch[50] Iter[30/186] Loss: 0.043, Acc: 0.997, Base Lr: 5.04e-03
2024-05-10 17:17:05 transreid.train INFO: Epoch[50] Iter[40/186] Loss: 0.045, Acc: 0.997, Base Lr: 5.04e-03
2024-05-10 17:17:14 transreid.train INFO: Epoch[50] Iter[50/186] Loss: 0.042, Acc: 0.997, Base Lr: 5.04e-03
2024-05-10 17:17:23 transreid.train INFO: Epoch[50] Iter[60/186] Loss: 0.042, Acc: 0.997, Base Lr: 5.04e-03
2024-05-10 17:17:32 transreid.train INFO: Epoch[50] Iter[70/186] Loss: 0.041, Acc: 0.997, Base Lr: 5.04e-03
2024-05-10 17:17:41 transreid.train INFO: Epoch[50] Iter[80/186] Loss: 0.040, Acc: 0.997, Base Lr: 5.04e-03
2024-05-10 17:17:50 transreid.train INFO: Epoch[50] Iter[90/186] Loss: 0.039, Acc: 0.998, Base Lr: 5.04e-03
2024-05-10 17:17:59 transreid.train INFO: Epoch[50] Iter[100/186] Loss: 0.039, Acc: 0.998, Base Lr: 5.04e-03
2024-05-10 17:18:08 transreid.train INFO: Epoch[50] Iter[110/186] Loss: 0.038, Acc: 0.997, Base Lr: 5.04e-03
2024-05-10 17:18:17 transreid.train INFO: Epoch[50] Iter[120/186] Loss: 0.037, Acc: 0.998, Base Lr: 5.04e-03
2024-05-10 17:18:26 transreid.train INFO: Epoch[50] Iter[130/186] Loss: 0.035, Acc: 0.998, Base Lr: 5.04e-03
2024-05-10 17:18:35 transreid.train INFO: Epoch[50] Iter[140/186] Loss: 0.034, Acc: 0.998, Base Lr: 5.04e-03
2024-05-10 17:18:44 transreid.train INFO: Epoch[50] Iter[150/186] Loss: 0.033, Acc: 0.998, Base Lr: 5.04e-03
2024-05-10 17:18:53 transreid.train INFO: Epoch[50] Iter[160/186] Loss: 0.033, Acc: 0.998, Base Lr: 5.04e-03
2024-05-10 17:19:02 transreid.train INFO: Epoch[50] Iter[170/186] Loss: 0.033, Acc: 0.997, Base Lr: 5.04e-03
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2024-05-10 17:19:14 transreid.train INFO: Epoch 50 done. Time per epoch: 165.962[s] Speed: 71.0[samples/s]
2024-05-10 17:19:24 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.94e-03
2024-05-10 17:19:33 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.94e-03
2024-05-10 17:19:42 transreid.train INFO: Epoch[51] Iter[30/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.94e-03
2024-05-10 17:19:51 transreid.train INFO: Epoch[51] Iter[40/186] Loss: 0.037, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 17:20:00 transreid.train INFO: Epoch[51] Iter[50/186] Loss: 0.040, Acc: 0.995, Base Lr: 4.94e-03
2024-05-10 17:20:09 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 0.040, Acc: 0.995, Base Lr: 4.94e-03
2024-05-10 17:20:18 transreid.train INFO: Epoch[51] Iter[70/186] Loss: 0.038, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 17:20:27 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.036, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 17:20:36 transreid.train INFO: Epoch[51] Iter[90/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.94e-03
2024-05-10 17:20:45 transreid.train INFO: Epoch[51] Iter[100/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.94e-03
2024-05-10 17:20:54 transreid.train INFO: Epoch[51] Iter[110/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.94e-03
2024-05-10 17:21:03 transreid.train INFO: Epoch[51] Iter[120/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.94e-03
2024-05-10 17:21:12 transreid.train INFO: Epoch[51] Iter[130/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.94e-03
2024-05-10 17:21:21 transreid.train INFO: Epoch[51] Iter[140/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.94e-03
2024-05-10 17:21:30 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.94e-03
2024-05-10 17:21:39 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.94e-03
2024-05-10 17:21:48 transreid.train INFO: Epoch[51] Iter[170/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.94e-03
2024-05-10 17:21:57 transreid.train INFO: Epoch[51] Iter[180/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.94e-03
2024-05-10 17:22:01 transreid.train INFO: Epoch 51 done. Time per epoch: 166.300[s] Speed: 70.8[samples/s]
2024-05-10 17:22:10 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.052, Acc: 0.994, Base Lr: 4.84e-03
2024-05-10 17:22:19 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.047, Acc: 0.995, Base Lr: 4.84e-03
2024-05-10 17:22:28 transreid.train INFO: Epoch[52] Iter[30/186] Loss: 0.041, Acc: 0.996, Base Lr: 4.84e-03
2024-05-10 17:22:37 transreid.train INFO: Epoch[52] Iter[40/186] Loss: 0.037, Acc: 0.996, Base Lr: 4.84e-03
2024-05-10 17:22:46 transreid.train INFO: Epoch[52] Iter[50/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.84e-03
2024-05-10 17:22:55 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.84e-03
2024-05-10 17:23:04 transreid.train INFO: Epoch[52] Iter[70/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.84e-03
2024-05-10 17:23:13 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.84e-03
2024-05-10 17:23:22 transreid.train INFO: Epoch[52] Iter[90/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.84e-03
2024-05-10 17:23:31 transreid.train INFO: Epoch[52] Iter[100/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.84e-03
2024-05-10 17:23:40 transreid.train INFO: Epoch[52] Iter[110/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.84e-03
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2024-05-10 17:24:07 transreid.train INFO: Epoch[52] Iter[140/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.84e-03
2024-05-10 17:24:16 transreid.train INFO: Epoch[52] Iter[150/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.84e-03
2024-05-10 17:24:25 transreid.train INFO: Epoch[52] Iter[160/186] Loss: 0.028, Acc: 0.997, Base Lr: 4.84e-03
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2024-05-10 17:24:47 transreid.train INFO: Epoch 52 done. Time per epoch: 165.882[s] Speed: 71.0[samples/s]
2024-05-10 17:24:56 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.044, Acc: 0.997, Base Lr: 4.74e-03
2024-05-10 17:25:05 transreid.train INFO: Epoch[53] Iter[20/186] Loss: 0.037, Acc: 0.998, Base Lr: 4.74e-03
2024-05-10 17:25:14 transreid.train INFO: Epoch[53] Iter[30/186] Loss: 0.039, Acc: 0.996, Base Lr: 4.74e-03
2024-05-10 17:25:23 transreid.train INFO: Epoch[53] Iter[40/186] Loss: 0.043, Acc: 0.996, Base Lr: 4.74e-03
2024-05-10 17:25:32 transreid.train INFO: Epoch[53] Iter[50/186] Loss: 0.042, Acc: 0.996, Base Lr: 4.74e-03
2024-05-10 17:25:41 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.74e-03
2024-05-10 17:25:50 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.74e-03
2024-05-10 17:25:59 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.74e-03
2024-05-10 17:26:08 transreid.train INFO: Epoch[53] Iter[90/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.74e-03
2024-05-10 17:26:17 transreid.train INFO: Epoch[53] Iter[100/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.74e-03
2024-05-10 17:26:26 transreid.train INFO: Epoch[53] Iter[110/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.74e-03
2024-05-10 17:26:35 transreid.train INFO: Epoch[53] Iter[120/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.74e-03
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2024-05-10 17:26:53 transreid.train INFO: Epoch[53] Iter[140/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.74e-03
2024-05-10 17:27:02 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.031, Acc: 0.998, Base Lr: 4.74e-03
2024-05-10 17:27:11 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.031, Acc: 0.998, Base Lr: 4.74e-03
2024-05-10 17:27:20 transreid.train INFO: Epoch[53] Iter[170/186] Loss: 0.030, Acc: 0.998, Base Lr: 4.74e-03
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2024-05-10 17:27:33 transreid.train INFO: Epoch 53 done. Time per epoch: 165.927[s] Speed: 71.0[samples/s]
2024-05-10 17:27:42 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.056, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:27:51 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.046, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:28:00 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.040, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:28:09 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 0.044, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 17:28:18 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.041, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:28:27 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.038, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:28:36 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:28:45 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:28:54 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:29:03 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:29:12 transreid.train INFO: Epoch[54] Iter[110/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:29:21 transreid.train INFO: Epoch[54] Iter[120/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:29:30 transreid.train INFO: Epoch[54] Iter[130/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:29:39 transreid.train INFO: Epoch[54] Iter[140/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:29:48 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:29:57 transreid.train INFO: Epoch[54] Iter[160/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:30:06 transreid.train INFO: Epoch[54] Iter[170/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.63e-03
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2024-05-10 17:30:19 transreid.train INFO: Epoch 54 done. Time per epoch: 166.098[s] Speed: 70.9[samples/s]
2024-05-10 17:30:28 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.53e-03
2024-05-10 17:30:37 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.033, Acc: 0.996, Base Lr: 4.53e-03
2024-05-10 17:30:46 transreid.train INFO: Epoch[55] Iter[30/186] Loss: 0.039, Acc: 0.996, Base Lr: 4.53e-03
2024-05-10 17:30:55 transreid.train INFO: Epoch[55] Iter[40/186] Loss: 0.038, Acc: 0.996, Base Lr: 4.53e-03
2024-05-10 17:31:05 transreid.train INFO: Epoch[55] Iter[50/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.53e-03
2024-05-10 17:31:13 transreid.train INFO: Epoch[55] Iter[60/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.53e-03
2024-05-10 17:31:23 transreid.train INFO: Epoch[55] Iter[70/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.53e-03
2024-05-10 17:31:32 transreid.train INFO: Epoch[55] Iter[80/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.53e-03
2024-05-10 17:31:41 transreid.train INFO: Epoch[55] Iter[90/186] Loss: 0.030, Acc: 0.998, Base Lr: 4.53e-03
2024-05-10 17:31:50 transreid.train INFO: Epoch[55] Iter[100/186] Loss: 0.030, Acc: 0.998, Base Lr: 4.53e-03
2024-05-10 17:31:59 transreid.train INFO: Epoch[55] Iter[110/186] Loss: 0.030, Acc: 0.998, Base Lr: 4.53e-03
2024-05-10 17:32:08 transreid.train INFO: Epoch[55] Iter[120/186] Loss: 0.030, Acc: 0.998, Base Lr: 4.53e-03
2024-05-10 17:32:17 transreid.train INFO: Epoch[55] Iter[130/186] Loss: 0.031, Acc: 0.998, Base Lr: 4.53e-03
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2024-05-10 17:32:35 transreid.train INFO: Epoch[55] Iter[150/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.53e-03
2024-05-10 17:32:44 transreid.train INFO: Epoch[55] Iter[160/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.53e-03
2024-05-10 17:32:53 transreid.train INFO: Epoch[55] Iter[170/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.53e-03
2024-05-10 17:33:02 transreid.train INFO: Epoch[55] Iter[180/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.53e-03
2024-05-10 17:33:05 transreid.train INFO: Epoch 55 done. Time per epoch: 166.139[s] Speed: 70.5[samples/s]
2024-05-10 17:33:14 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.049, Acc: 0.991, Base Lr: 4.43e-03
2024-05-10 17:33:23 transreid.train INFO: Epoch[56] Iter[20/186] Loss: 0.041, Acc: 0.995, Base Lr: 4.43e-03
2024-05-10 17:33:32 transreid.train INFO: Epoch[56] Iter[30/186] Loss: 0.036, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 17:33:41 transreid.train INFO: Epoch[56] Iter[40/186] Loss: 0.037, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 17:33:50 transreid.train INFO: Epoch[56] Iter[50/186] Loss: 0.038, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 17:33:59 transreid.train INFO: Epoch[56] Iter[60/186] Loss: 0.036, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 17:34:08 transreid.train INFO: Epoch[56] Iter[70/186] Loss: 0.036, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 17:34:18 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.035, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 17:34:27 transreid.train INFO: Epoch[56] Iter[90/186] Loss: 0.033, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 17:34:36 transreid.train INFO: Epoch[56] Iter[100/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 17:34:45 transreid.train INFO: Epoch[56] Iter[110/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 17:34:54 transreid.train INFO: Epoch[56] Iter[120/186] Loss: 0.030, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 17:35:03 transreid.train INFO: Epoch[56] Iter[130/186] Loss: 0.031, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 17:35:12 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.030, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 17:35:21 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 17:35:30 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 17:35:39 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.028, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 17:35:48 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.027, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 17:35:51 transreid.train INFO: Epoch 56 done. Time per epoch: 166.048[s] Speed: 70.5[samples/s]
2024-05-10 17:36:01 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.051, Acc: 0.991, Base Lr: 4.32e-03
2024-05-10 17:36:09 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.052, Acc: 0.993, Base Lr: 4.32e-03
2024-05-10 17:36:19 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.050, Acc: 0.994, Base Lr: 4.32e-03
2024-05-10 17:36:28 transreid.train INFO: Epoch[57] Iter[40/186] Loss: 0.043, Acc: 0.995, Base Lr: 4.32e-03
2024-05-10 17:36:37 transreid.train INFO: Epoch[57] Iter[50/186] Loss: 0.041, Acc: 0.994, Base Lr: 4.32e-03
2024-05-10 17:36:46 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.038, Acc: 0.995, Base Lr: 4.32e-03
2024-05-10 17:36:55 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.037, Acc: 0.995, Base Lr: 4.32e-03
2024-05-10 17:37:04 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.035, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 17:37:13 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.033, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 17:37:22 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.032, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 17:37:32 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:37:40 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:37:49 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:37:58 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:38:07 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:38:16 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:38:26 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:38:35 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.028, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:38:39 transreid.train INFO: Epoch 57 done. Time per epoch: 167.766[s] Speed: 70.2[samples/s]
2024-05-10 17:38:48 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.071, Acc: 0.991, Base Lr: 4.22e-03
2024-05-10 17:38:57 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.045, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 17:39:06 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.037, Acc: 0.996, Base Lr: 4.22e-03
2024-05-10 17:39:15 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:39:24 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:39:33 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:39:42 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:39:52 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:40:00 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.030, Acc: 0.998, Base Lr: 4.22e-03
2024-05-10 17:40:09 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:40:18 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:40:27 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:40:36 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:40:45 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:40:54 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:41:03 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:41:12 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:41:21 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:41:24 transreid.train INFO: Epoch 58 done. Time per epoch: 165.445[s] Speed: 70.8[samples/s]
2024-05-10 17:41:34 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.047, Acc: 0.992, Base Lr: 4.11e-03
2024-05-10 17:41:43 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.035, Acc: 0.995, Base Lr: 4.11e-03
2024-05-10 17:41:52 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.035, Acc: 0.996, Base Lr: 4.11e-03
2024-05-10 17:42:01 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.032, Acc: 0.996, Base Lr: 4.11e-03
2024-05-10 17:42:10 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.11e-03
2024-05-10 17:42:19 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.11e-03
2024-05-10 17:42:28 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.11e-03
2024-05-10 17:42:37 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:42:46 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:42:55 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:43:05 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:43:13 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:43:22 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:43:31 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.024, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:43:40 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.024, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:43:49 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.023, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:43:59 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.022, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:44:08 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.022, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:44:11 transreid.train INFO: Epoch 59 done. Time per epoch: 167.101[s] Speed: 70.5[samples/s]
2024-05-10 17:44:21 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.029, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 17:44:30 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:44:39 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.032, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 17:44:48 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.028, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:44:57 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.028, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:45:06 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.027, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:45:15 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.027, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:45:24 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.026, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:45:33 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.028, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:45:42 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.028, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:45:51 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.028, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:46:00 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.01e-03
2024-05-10 17:46:09 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.027, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:46:18 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.027, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:46:27 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.027, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:46:36 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.026, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:46:45 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.01e-03
2024-05-10 17:46:54 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.01e-03
2024-05-10 17:46:57 transreid.train INFO: Epoch 60 done. Time per epoch: 165.897[s] Speed: 70.6[samples/s]
2024-05-10 17:48:32 transreid.train INFO: Validation Results - Epoch: 60
2024-05-10 17:48:32 transreid.train INFO: mAP: 83.7%
2024-05-10 17:48:32 transreid.train INFO: CMC curve, Rank-1  :93.1%
2024-05-10 17:48:32 transreid.train INFO: CMC curve, Rank-5  :97.4%
2024-05-10 17:48:32 transreid.train INFO: CMC curve, Rank-10 :98.5%
2024-05-10 17:48:41 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.032, Acc: 1.000, Base Lr: 3.90e-03
2024-05-10 17:48:50 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.025, Acc: 1.000, Base Lr: 3.90e-03
2024-05-10 17:48:59 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.029, Acc: 0.999, Base Lr: 3.90e-03
2024-05-10 17:49:08 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.026, Acc: 1.000, Base Lr: 3.90e-03
2024-05-10 17:49:17 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.028, Acc: 0.999, Base Lr: 3.90e-03
2024-05-10 17:49:26 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.028, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:49:35 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:49:44 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:49:53 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.026, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:50:02 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.026, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:50:11 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:50:20 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.024, Acc: 0.999, Base Lr: 3.90e-03
2024-05-10 17:50:29 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:50:38 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:50:47 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:50:56 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:51:05 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.022, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:51:14 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.022, Acc: 0.999, Base Lr: 3.90e-03
2024-05-10 17:51:18 transreid.train INFO: Epoch 61 done. Time per epoch: 166.128[s] Speed: 70.9[samples/s]
2024-05-10 17:51:28 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:51:37 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:51:46 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:51:55 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.029, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:52:04 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.031, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:52:13 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.031, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:52:22 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.029, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:52:31 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.028, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:52:40 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.029, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 17:52:49 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.028, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:52:58 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:53:07 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.026, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:53:16 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:53:25 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:53:34 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:53:43 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:53:52 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:54:01 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:54:04 transreid.train INFO: Epoch 62 done. Time per epoch: 166.220[s] Speed: 70.5[samples/s]
2024-05-10 17:54:14 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.027, Acc: 0.997, Base Lr: 3.69e-03
2024-05-10 17:54:23 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.69e-03
2024-05-10 17:54:32 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.025, Acc: 0.997, Base Lr: 3.69e-03
2024-05-10 17:54:41 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.025, Acc: 0.997, Base Lr: 3.69e-03
2024-05-10 17:54:50 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.023, Acc: 0.997, Base Lr: 3.69e-03
2024-05-10 17:54:59 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.024, Acc: 0.997, Base Lr: 3.69e-03
2024-05-10 17:55:08 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.026, Acc: 0.997, Base Lr: 3.69e-03
2024-05-10 17:55:17 transreid.train INFO: Epoch[63] Iter[80/186] Loss: 0.027, Acc: 0.997, Base Lr: 3.69e-03
2024-05-10 17:55:26 transreid.train INFO: Epoch[63] Iter[90/186] Loss: 0.028, Acc: 0.996, Base Lr: 3.69e-03
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2024-05-10 17:56:50 transreid.train INFO: Epoch 63 done. Time per epoch: 165.614[s] Speed: 70.7[samples/s]
2024-05-10 17:56:59 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.023, Acc: 1.000, Base Lr: 3.59e-03
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2024-05-10 17:59:35 transreid.train INFO: Epoch 64 done. Time per epoch: 165.019[s] Speed: 71.0[samples/s]
2024-05-10 17:59:44 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.033, Acc: 0.997, Base Lr: 3.49e-03
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2024-05-10 18:02:21 transreid.train INFO: Epoch 65 done. Time per epoch: 166.471[s] Speed: 70.7[samples/s]
2024-05-10 18:02:31 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.018, Acc: 1.000, Base Lr: 3.38e-03
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2024-05-10 18:03:34 transreid.train INFO: Epoch[66] Iter[80/186] Loss: 0.028, Acc: 0.998, Base Lr: 3.38e-03
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2024-05-10 18:05:07 transreid.train INFO: Epoch 66 done. Time per epoch: 165.510[s] Speed: 70.8[samples/s]
2024-05-10 18:05:16 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.28e-03
2024-05-10 18:05:25 transreid.train INFO: Epoch[67] Iter[20/186] Loss: 0.028, Acc: 0.997, Base Lr: 3.28e-03
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2024-05-10 18:06:19 transreid.train INFO: Epoch[67] Iter[80/186] Loss: 0.022, Acc: 0.998, Base Lr: 3.28e-03
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2024-05-10 18:07:53 transreid.train INFO: Epoch 67 done. Time per epoch: 166.376[s] Speed: 70.8[samples/s]
2024-05-10 18:08:03 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.021, Acc: 0.998, Base Lr: 3.18e-03
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2024-05-10 18:09:06 transreid.train INFO: Epoch[68] Iter[80/186] Loss: 0.020, Acc: 0.998, Base Lr: 3.18e-03
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2024-05-10 18:10:39 transreid.train INFO: Epoch 68 done. Time per epoch: 165.616[s] Speed: 70.7[samples/s]
2024-05-10 18:10:48 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.031, Acc: 0.995, Base Lr: 3.08e-03
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2024-05-10 18:11:51 transreid.train INFO: Epoch[69] Iter[80/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.08e-03
2024-05-10 18:12:00 transreid.train INFO: Epoch[69] Iter[90/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.08e-03
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2024-05-10 18:13:25 transreid.train INFO: Epoch 69 done. Time per epoch: 166.446[s] Speed: 70.7[samples/s]
2024-05-10 18:13:35 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.022, Acc: 0.998, Base Lr: 2.97e-03
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2024-05-10 18:14:39 transreid.train INFO: Epoch[70] Iter[80/186] Loss: 0.024, Acc: 0.998, Base Lr: 2.97e-03
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2024-05-10 18:16:11 transreid.train INFO: Epoch 70 done. Time per epoch: 165.812[s] Speed: 70.6[samples/s]
2024-05-10 18:16:21 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.020, Acc: 0.998, Base Lr: 2.87e-03
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2024-05-10 18:17:25 transreid.train INFO: Epoch[71] Iter[80/186] Loss: 0.022, Acc: 0.998, Base Lr: 2.87e-03
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2024-05-10 18:18:58 transreid.train INFO: Epoch 71 done. Time per epoch: 166.851[s] Speed: 70.6[samples/s]
2024-05-10 18:19:08 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.032, Acc: 0.995, Base Lr: 2.77e-03
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2024-05-10 18:21:44 transreid.train INFO: Epoch 72 done. Time per epoch: 166.297[s] Speed: 70.4[samples/s]
2024-05-10 18:21:54 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.020, Acc: 1.000, Base Lr: 2.68e-03
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2024-05-10 18:24:30 transreid.train INFO: Epoch 73 done. Time per epoch: 165.707[s] Speed: 70.7[samples/s]
2024-05-10 18:24:40 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.017, Acc: 1.000, Base Lr: 2.58e-03
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2024-05-10 18:27:04 transreid.train INFO: Epoch[74] Iter[170/186] Loss: 0.022, Acc: 0.998, Base Lr: 2.58e-03
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2024-05-10 18:27:16 transreid.train INFO: Epoch 74 done. Time per epoch: 165.927[s] Speed: 70.6[samples/s]
2024-05-10 18:27:26 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.018, Acc: 1.000, Base Lr: 2.48e-03
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2024-05-10 18:29:32 transreid.train INFO: Epoch[75] Iter[150/186] Loss: 0.017, Acc: 0.999, Base Lr: 2.48e-03
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2024-05-10 18:30:02 transreid.train INFO: Epoch 75 done. Time per epoch: 166.362[s] Speed: 70.4[samples/s]
2024-05-10 18:30:12 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.018, Acc: 1.000, Base Lr: 2.38e-03
2024-05-10 18:30:21 transreid.train INFO: Epoch[76] Iter[20/186] Loss: 0.019, Acc: 0.998, Base Lr: 2.38e-03
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2024-05-10 18:31:15 transreid.train INFO: Epoch[76] Iter[80/186] Loss: 0.018, Acc: 0.998, Base Lr: 2.38e-03
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2024-05-10 18:32:48 transreid.train INFO: Epoch 76 done. Time per epoch: 165.846[s] Speed: 70.6[samples/s]
2024-05-10 18:32:58 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.028, Acc: 0.994, Base Lr: 2.29e-03
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2024-05-10 18:34:01 transreid.train INFO: Epoch[77] Iter[80/186] Loss: 0.021, Acc: 0.998, Base Lr: 2.29e-03
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2024-05-10 18:35:34 transreid.train INFO: Epoch 77 done. Time per epoch: 166.200[s] Speed: 70.5[samples/s]
2024-05-10 18:35:44 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.025, Acc: 0.998, Base Lr: 2.20e-03
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2024-05-10 18:38:21 transreid.train INFO: Epoch 78 done. Time per epoch: 166.539[s] Speed: 70.3[samples/s]
2024-05-10 18:38:30 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.023, Acc: 0.998, Base Lr: 2.10e-03
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2024-05-10 18:40:01 transreid.train INFO: Epoch[79] Iter[110/186] Loss: 0.019, Acc: 0.998, Base Lr: 2.10e-03
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2024-05-10 18:40:19 transreid.train INFO: Epoch[79] Iter[130/186] Loss: 0.019, Acc: 0.998, Base Lr: 2.10e-03
2024-05-10 18:40:28 transreid.train INFO: Epoch[79] Iter[140/186] Loss: 0.018, Acc: 0.998, Base Lr: 2.10e-03
2024-05-10 18:40:37 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.017, Acc: 0.998, Base Lr: 2.10e-03
2024-05-10 18:40:46 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.017, Acc: 0.998, Base Lr: 2.10e-03
2024-05-10 18:40:55 transreid.train INFO: Epoch[79] Iter[170/186] Loss: 0.016, Acc: 0.998, Base Lr: 2.10e-03
2024-05-10 18:41:04 transreid.train INFO: Epoch[79] Iter[180/186] Loss: 0.016, Acc: 0.998, Base Lr: 2.10e-03
2024-05-10 18:41:08 transreid.train INFO: Epoch 79 done. Time per epoch: 167.023[s] Speed: 70.5[samples/s]
2024-05-10 18:41:18 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.021, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 18:41:27 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.021, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 18:41:36 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.019, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 18:41:45 transreid.train INFO: Epoch[80] Iter[40/186] Loss: 0.019, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-10 18:42:03 transreid.train INFO: Epoch[80] Iter[60/186] Loss: 0.018, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 18:42:12 transreid.train INFO: Epoch[80] Iter[70/186] Loss: 0.018, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 18:42:21 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.017, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 18:42:30 transreid.train INFO: Epoch[80] Iter[90/186] Loss: 0.017, Acc: 0.999, Base Lr: 2.01e-03
2024-05-10 18:42:39 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.017, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 18:42:48 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.017, Acc: 0.999, Base Lr: 2.01e-03
2024-05-10 18:42:57 transreid.train INFO: Epoch[80] Iter[120/186] Loss: 0.017, Acc: 0.999, Base Lr: 2.01e-03
2024-05-10 18:43:06 transreid.train INFO: Epoch[80] Iter[130/186] Loss: 0.016, Acc: 0.999, Base Lr: 2.01e-03
2024-05-10 18:43:15 transreid.train INFO: Epoch[80] Iter[140/186] Loss: 0.016, Acc: 0.999, Base Lr: 2.01e-03
2024-05-10 18:43:24 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.016, Acc: 0.999, Base Lr: 2.01e-03
2024-05-10 18:43:33 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.015, Acc: 0.999, Base Lr: 2.01e-03
2024-05-10 18:43:42 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.015, Acc: 0.999, Base Lr: 2.01e-03
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2024-05-10 18:43:54 transreid.train INFO: Epoch 80 done. Time per epoch: 165.838[s] Speed: 70.6[samples/s]
2024-05-10 18:45:29 transreid.train INFO: Validation Results - Epoch: 80
2024-05-10 18:45:29 transreid.train INFO: mAP: 84.8%
2024-05-10 18:45:29 transreid.train INFO: CMC curve, Rank-1  :93.5%
2024-05-10 18:45:29 transreid.train INFO: CMC curve, Rank-5  :98.1%
2024-05-10 18:45:29 transreid.train INFO: CMC curve, Rank-10 :98.7%
2024-05-10 18:45:38 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:45:47 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:45:56 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 18:46:05 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.023, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:46:14 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:46:23 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:46:32 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:46:41 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:46:50 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:46:59 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:47:08 transreid.train INFO: Epoch[81] Iter[110/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:47:17 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:47:27 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:47:35 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:47:45 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:47:54 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:48:03 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:48:12 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:48:17 transreid.train INFO: Epoch 81 done. Time per epoch: 167.791[s] Speed: 70.6[samples/s]
2024-05-10 18:48:26 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.015, Acc: 0.997, Base Lr: 1.83e-03
2024-05-10 18:48:36 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.015, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 18:48:45 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 18:48:53 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 18:49:02 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:49:12 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:49:21 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:49:30 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:49:39 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:49:48 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:49:57 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:50:06 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:50:15 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:50:24 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:50:33 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:50:42 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:50:51 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:51:00 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:51:03 transreid.train INFO: Epoch 82 done. Time per epoch: 166.279[s] Speed: 70.4[samples/s]
2024-05-10 18:51:13 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.015, Acc: 1.000, Base Lr: 1.75e-03
2024-05-10 18:51:22 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:51:31 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:51:40 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:51:49 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:51:58 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:52:07 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:52:16 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:52:25 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:52:34 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:52:43 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:52:52 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:53:01 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:53:10 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:53:19 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:53:28 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:53:37 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:53:46 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:53:50 transreid.train INFO: Epoch 83 done. Time per epoch: 167.087[s] Speed: 70.5[samples/s]
2024-05-10 18:53:59 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.021, Acc: 1.000, Base Lr: 1.66e-03
2024-05-10 18:54:09 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.020, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 18:54:18 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.020, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 18:54:27 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.020, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 18:54:36 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 18:54:45 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 18:54:54 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 18:55:03 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 18:55:11 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 18:55:21 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 18:55:30 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 18:55:39 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 18:55:48 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 18:55:57 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 18:56:06 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 18:56:15 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 18:56:24 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 18:56:33 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 18:56:36 transreid.train INFO: Epoch 84 done. Time per epoch: 165.721[s] Speed: 70.7[samples/s]
2024-05-10 18:56:45 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 18:56:54 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.58e-03
2024-05-10 18:57:04 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.58e-03
2024-05-10 18:57:12 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 18:57:22 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 18:57:30 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 18:57:39 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 18:57:48 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 18:57:58 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 18:58:07 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 18:58:16 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-10 18:58:25 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
2024-05-10 18:58:34 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.58e-03
2024-05-10 18:58:43 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.58e-03
2024-05-10 18:58:52 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.58e-03
2024-05-10 18:59:01 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.58e-03
2024-05-10 18:59:10 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.58e-03
2024-05-10 18:59:19 transreid.train INFO: Epoch[85] Iter[180/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.58e-03
2024-05-10 18:59:22 transreid.train INFO: Epoch 85 done. Time per epoch: 166.013[s] Speed: 70.5[samples/s]
2024-05-10 18:59:32 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 1.50e-03
2024-05-10 18:59:40 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 18:59:49 transreid.train INFO: Epoch[86] Iter[30/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 18:59:58 transreid.train INFO: Epoch[86] Iter[40/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:00:08 transreid.train INFO: Epoch[86] Iter[50/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:00:17 transreid.train INFO: Epoch[86] Iter[60/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:00:26 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.016, Acc: 1.000, Base Lr: 1.50e-03
2024-05-10 19:00:35 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:00:44 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:00:53 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:01:02 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:01:11 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:01:20 transreid.train INFO: Epoch[86] Iter[130/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:01:29 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:01:38 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:01:47 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:01:56 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:02:05 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:02:08 transreid.train INFO: Epoch 86 done. Time per epoch: 166.248[s] Speed: 70.4[samples/s]
2024-05-10 19:02:18 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.014, Acc: 0.998, Base Lr: 1.42e-03
2024-05-10 19:02:27 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.022, Acc: 0.997, Base Lr: 1.42e-03
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2024-05-10 19:03:03 transreid.train INFO: Epoch[87] Iter[60/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.42e-03
2024-05-10 19:03:12 transreid.train INFO: Epoch[87] Iter[70/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.42e-03
2024-05-10 19:03:21 transreid.train INFO: Epoch[87] Iter[80/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.42e-03
2024-05-10 19:03:30 transreid.train INFO: Epoch[87] Iter[90/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.42e-03
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2024-05-10 19:04:54 transreid.train INFO: Epoch 87 done. Time per epoch: 166.221[s] Speed: 70.5[samples/s]
2024-05-10 19:05:04 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.34e-03
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2024-05-10 19:07:40 transreid.train INFO: Epoch 88 done. Time per epoch: 165.983[s] Speed: 70.6[samples/s]
2024-05-10 19:07:50 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.26e-03
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2024-05-10 19:10:27 transreid.train INFO: Epoch 89 done. Time per epoch: 166.907[s] Speed: 70.6[samples/s]
2024-05-10 19:10:37 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.025, Acc: 0.998, Base Lr: 1.19e-03
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2024-05-10 19:13:13 transreid.train INFO: Epoch 90 done. Time per epoch: 165.967[s] Speed: 70.6[samples/s]
2024-05-10 19:13:23 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-10 19:15:29 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.11e-03
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2024-05-10 19:15:59 transreid.train INFO: Epoch 91 done. Time per epoch: 166.239[s] Speed: 70.5[samples/s]
2024-05-10 19:16:09 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-10 19:18:46 transreid.train INFO: Epoch 92 done. Time per epoch: 166.606[s] Speed: 70.3[samples/s]
2024-05-10 19:18:55 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.024, Acc: 0.995, Base Lr: 9.72e-04
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2024-05-10 19:21:32 transreid.train INFO: Epoch 93 done. Time per epoch: 165.940[s] Speed: 70.6[samples/s]
2024-05-10 19:21:42 transreid.train INFO: Epoch[94] Iter[10/186] Loss: 0.026, Acc: 0.997, Base Lr: 9.06e-04
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2024-05-10 19:24:18 transreid.train INFO: Epoch 94 done. Time per epoch: 165.868[s] Speed: 70.6[samples/s]
2024-05-10 19:24:28 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.023, Acc: 0.995, Base Lr: 8.41e-04
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2024-05-10 19:27:05 transreid.train INFO: Epoch 95 done. Time per epoch: 166.917[s] Speed: 70.6[samples/s]
2024-05-10 19:27:14 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.021, Acc: 0.997, Base Lr: 7.78e-04
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2024-05-10 19:29:51 transreid.train INFO: Epoch 96 done. Time per epoch: 166.506[s] Speed: 70.3[samples/s]
2024-05-10 19:30:01 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 7.18e-04
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2024-05-10 19:32:39 transreid.train INFO: Epoch 97 done. Time per epoch: 167.450[s] Speed: 70.3[samples/s]
2024-05-10 19:32:48 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.015, Acc: 0.998, Base Lr: 6.60e-04
2024-05-10 19:32:57 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.016, Acc: 0.998, Base Lr: 6.60e-04
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2024-05-10 19:34:01 transreid.train INFO: Epoch[98] Iter[90/186] Loss: 0.013, Acc: 0.999, Base Lr: 6.60e-04
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2024-05-10 19:34:19 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.012, Acc: 0.999, Base Lr: 6.60e-04
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2024-05-10 19:35:04 transreid.train INFO: Epoch[98] Iter[160/186] Loss: 0.012, Acc: 1.000, Base Lr: 6.60e-04
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2024-05-10 19:35:26 transreid.train INFO: Epoch 98 done. Time per epoch: 167.144[s] Speed: 70.5[samples/s]
2024-05-10 19:35:36 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.011, Acc: 1.000, Base Lr: 6.04e-04
2024-05-10 19:35:44 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.015, Acc: 0.999, Base Lr: 6.04e-04
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2024-05-10 19:37:33 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.014, Acc: 0.999, Base Lr: 6.04e-04
2024-05-10 19:37:42 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.014, Acc: 0.999, Base Lr: 6.04e-04
2024-05-10 19:37:51 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.014, Acc: 0.999, Base Lr: 6.04e-04
2024-05-10 19:38:00 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.014, Acc: 0.999, Base Lr: 6.04e-04
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2024-05-10 19:38:13 transreid.train INFO: Epoch 99 done. Time per epoch: 166.949[s] Speed: 70.5[samples/s]
2024-05-10 19:38:22 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.024, Acc: 0.998, Base Lr: 5.51e-04
2024-05-10 19:38:31 transreid.train INFO: Epoch[100] Iter[20/186] Loss: 0.021, Acc: 0.998, Base Lr: 5.51e-04
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2024-05-10 19:41:00 transreid.train INFO: Epoch 100 done. Time per epoch: 167.054[s] Speed: 70.5[samples/s]
2024-05-10 19:42:34 transreid.train INFO: Validation Results - Epoch: 100
2024-05-10 19:42:34 transreid.train INFO: mAP: 85.0%
2024-05-10 19:42:34 transreid.train INFO: CMC curve, Rank-1  :93.5%
2024-05-10 19:42:34 transreid.train INFO: CMC curve, Rank-5  :97.9%
2024-05-10 19:42:34 transreid.train INFO: CMC curve, Rank-10 :98.8%
2024-05-10 19:42:44 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 5.00e-04
2024-05-10 19:42:53 transreid.train INFO: Epoch[101] Iter[20/186] Loss: 0.016, Acc: 0.999, Base Lr: 5.00e-04
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2024-05-10 19:45:20 transreid.train INFO: Epoch 101 done. Time per epoch: 165.238[s] Speed: 70.9[samples/s]
2024-05-10 19:45:29 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.015, Acc: 0.998, Base Lr: 4.51e-04
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2024-05-10 19:48:05 transreid.train INFO: Epoch 102 done. Time per epoch: 165.728[s] Speed: 70.7[samples/s]
2024-05-10 19:48:15 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.014, Acc: 1.000, Base Lr: 4.05e-04
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2024-05-10 19:50:52 transreid.train INFO: Epoch 103 done. Time per epoch: 166.392[s] Speed: 70.8[samples/s]
2024-05-10 19:51:01 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.014, Acc: 1.000, Base Lr: 3.61e-04
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2024-05-10 19:53:38 transreid.train INFO: Epoch 104 done. Time per epoch: 166.359[s] Speed: 70.8[samples/s]
2024-05-10 19:53:48 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.012, Acc: 1.000, Base Lr: 3.20e-04
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2024-05-10 19:56:24 transreid.train INFO: Epoch 105 done. Time per epoch: 166.173[s] Speed: 70.5[samples/s]
2024-05-10 19:56:34 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 2.81e-04
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2024-05-10 19:59:11 transreid.train INFO: Epoch 106 done. Time per epoch: 166.923[s] Speed: 70.5[samples/s]
2024-05-10 19:59:21 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.011, Acc: 1.000, Base Lr: 2.45e-04
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2024-05-10 20:01:59 transreid.train INFO: Epoch 107 done. Time per epoch: 167.936[s] Speed: 70.1[samples/s]
2024-05-10 20:02:09 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.018, Acc: 0.998, Base Lr: 2.11e-04
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2024-05-10 20:04:47 transreid.train INFO: Epoch 108 done. Time per epoch: 167.411[s] Speed: 70.3[samples/s]
2024-05-10 20:04:56 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.026, Acc: 0.997, Base Lr: 1.80e-04
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2024-05-10 20:07:34 transreid.train INFO: Epoch 109 done. Time per epoch: 167.255[s] Speed: 70.4[samples/s]
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2024-05-10 20:10:21 transreid.train INFO: Epoch 110 done. Time per epoch: 167.207[s] Speed: 70.0[samples/s]
2024-05-10 20:10:30 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.012, Acc: 1.000, Base Lr: 1.26e-04
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2024-05-10 20:13:08 transreid.train INFO: Epoch 111 done. Time per epoch: 167.488[s] Speed: 70.3[samples/s]
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2024-05-10 20:15:57 transreid.train INFO: Epoch 112 done. Time per epoch: 168.294[s] Speed: 70.0[samples/s]
2024-05-10 20:16:06 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.021, Acc: 1.000, Base Lr: 8.28e-05
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2024-05-10 20:18:44 transreid.train INFO: Epoch 113 done. Time per epoch: 166.934[s] Speed: 70.2[samples/s]
2024-05-10 20:18:53 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.017, Acc: 1.000, Base Lr: 6.51e-05
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2024-05-10 20:21:31 transreid.train INFO: Epoch 114 done. Time per epoch: 166.825[s] Speed: 70.6[samples/s]
2024-05-10 20:21:40 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.026, Acc: 0.995, Base Lr: 5.02e-05
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2024-05-10 20:24:17 transreid.train INFO: Epoch 115 done. Time per epoch: 166.562[s] Speed: 70.3[samples/s]
2024-05-10 20:24:27 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.015, Acc: 1.000, Base Lr: 3.79e-05
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2024-05-10 20:27:04 transreid.train INFO: Epoch 116 done. Time per epoch: 167.196[s] Speed: 70.4[samples/s]
2024-05-10 20:27:14 transreid.train INFO: Epoch[117] Iter[10/186] Loss: 0.014, Acc: 0.998, Base Lr: 2.83e-05
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2024-05-10 20:29:52 transreid.train INFO: Epoch 117 done. Time per epoch: 167.524[s] Speed: 70.3[samples/s]
2024-05-10 20:30:01 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.020, Acc: 0.995, Base Lr: 2.15e-05
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2024-05-10 20:32:39 transreid.train INFO: Epoch 118 done. Time per epoch: 167.346[s] Speed: 70.4[samples/s]
2024-05-10 20:32:49 transreid.train INFO: Epoch[119] Iter[10/186] Loss: 0.014, Acc: 1.000, Base Lr: 1.74e-05
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2024-05-10 20:34:10 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:34:19 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:34:28 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:34:37 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:34:46 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:34:55 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:35:04 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:35:13 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:35:22 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:35:26 transreid.train INFO: Epoch 119 done. Time per epoch: 167.160[s] Speed: 70.4[samples/s]
2024-05-10 20:35:36 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.014, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 20:35:45 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 20:35:54 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.023, Acc: 0.997, Base Lr: 1.60e-05
2024-05-10 20:36:03 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 20:36:12 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 20:36:21 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.016, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 20:36:30 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:36:39 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.015, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 20:36:48 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.015, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 20:36:57 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.015, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 20:37:06 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.015, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 20:37:15 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.014, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 20:37:24 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.014, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 20:37:33 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.013, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 20:37:42 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:37:51 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:38:00 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:38:09 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:38:13 transreid.train INFO: Epoch 120 done. Time per epoch: 166.489[s] Speed: 70.7[samples/s]
2024-05-10 20:39:48 transreid.train INFO: Validation Results - Epoch: 120
2024-05-10 20:39:48 transreid.train INFO: mAP: 85.0%
2024-05-10 20:39:48 transreid.train INFO: CMC curve, Rank-1  :93.5%
2024-05-10 20:39:48 transreid.train INFO: CMC curve, Rank-5  :98.0%
2024-05-10 20:39:48 transreid.train INFO: CMC curve, Rank-10 :98.9%
