2024-05-10 14:58:26 transreid INFO: Saving model in the path :log/transreid/market/volo_d3_256128_64bs_lr0.008_ep120_warm20_seed0
2024-05-10 14:58:26 transreid INFO: Loaded configuration file configs/market/volo_d3.yml
2024-05-10 14:58:26 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: data/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 3
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: 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_d3_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 14:58:27 transreid.check INFO: Dataset statistics:
2024-05-10 14:58:27 transreid.check INFO:   ----------------------------------------
2024-05-10 14:58:27 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-10 14:58:27 transreid.check INFO:   ----------------------------------------
2024-05-10 14:58:27 transreid.check INFO:   train    |   751 |    12936 |         6
2024-05-10 14:58:27 transreid.check INFO:   query    |   750 |     3368 |         6
2024-05-10 14:58:27 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-05-10 14:58:27 transreid.check INFO:   ----------------------------------------
2024-05-10 14:58:29 transreid INFO: ===========using cosine learning rate=======
2024-05-10 14:58:29 transreid.train INFO: start training
2024-05-10 14:58:47 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 9.846, Acc: 0.000, Base Lr: 4.76e-04
2024-05-10 14:58:55 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 9.685, Acc: 0.000, Base Lr: 4.76e-04
2024-05-10 14:59:04 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 9.482, Acc: 0.001, Base Lr: 4.76e-04
2024-05-10 14:59:12 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 9.315, Acc: 0.001, Base Lr: 4.76e-04
2024-05-10 14:59:21 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 9.168, Acc: 0.001, Base Lr: 4.76e-04
2024-05-10 14:59:29 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 9.065, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 14:59:38 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 8.955, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 14:59:46 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 8.850, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 14:59:55 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 8.754, Acc: 0.002, Base Lr: 4.76e-04
2024-05-10 15:00:04 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 8.672, Acc: 0.003, Base Lr: 4.76e-04
2024-05-10 15:00:12 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 8.595, Acc: 0.003, Base Lr: 4.76e-04
2024-05-10 15:00:21 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 8.525, Acc: 0.004, Base Lr: 4.76e-04
2024-05-10 15:00:30 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 8.463, Acc: 0.004, Base Lr: 4.76e-04
2024-05-10 15:00:39 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 8.404, Acc: 0.006, Base Lr: 4.76e-04
2024-05-10 15:00:48 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 8.349, Acc: 0.007, Base Lr: 4.76e-04
2024-05-10 15:00:57 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.300, Acc: 0.008, Base Lr: 4.76e-04
2024-05-10 15:01:06 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.253, Acc: 0.010, Base Lr: 4.76e-04
2024-05-10 15:01:15 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.210, Acc: 0.012, Base Lr: 4.76e-04
2024-05-10 15:01:17 transreid.train INFO: Epoch 1 done. Time per epoch: 167.797[s] Speed: 69.8[samples/s]
2024-05-10 15:01:27 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 7.400, Acc: 0.016, Base Lr: 8.72e-04
2024-05-10 15:01:36 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 7.372, Acc: 0.027, Base Lr: 8.72e-04
2024-05-10 15:01:45 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 7.352, Acc: 0.034, Base Lr: 8.72e-04
2024-05-10 15:01:54 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 7.342, Acc: 0.034, Base Lr: 8.72e-04
2024-05-10 15:02:03 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 7.334, Acc: 0.031, Base Lr: 8.72e-04
2024-05-10 15:02:12 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 7.326, Acc: 0.031, Base Lr: 8.72e-04
2024-05-10 15:02:21 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 7.320, Acc: 0.033, Base Lr: 8.72e-04
2024-05-10 15:02:30 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 7.315, Acc: 0.035, Base Lr: 8.72e-04
2024-05-10 15:02:39 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 7.308, Acc: 0.039, Base Lr: 8.72e-04
2024-05-10 15:02:48 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.302, Acc: 0.040, Base Lr: 8.72e-04
2024-05-10 15:02:57 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.295, Acc: 0.041, Base Lr: 8.72e-04
2024-05-10 15:03:06 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.289, Acc: 0.042, Base Lr: 8.72e-04
2024-05-10 15:03:15 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.282, Acc: 0.046, Base Lr: 8.72e-04
2024-05-10 15:03:24 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.275, Acc: 0.047, Base Lr: 8.72e-04
2024-05-10 15:03:33 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.266, Acc: 0.050, Base Lr: 8.72e-04
2024-05-10 15:03:42 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.257, Acc: 0.052, Base Lr: 8.72e-04
2024-05-10 15:03:51 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.248, Acc: 0.054, Base Lr: 8.72e-04
2024-05-10 15:04:00 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.231, Acc: 0.065, Base Lr: 8.72e-04
2024-05-10 15:04:03 transreid.train INFO: Epoch 2 done. Time per epoch: 165.518[s] Speed: 70.8[samples/s]
2024-05-10 15:04:13 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.170, Acc: 0.013, Base Lr: 1.27e-03
2024-05-10 15:04:22 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.117, Acc: 0.020, Base Lr: 1.27e-03
2024-05-10 15:04:31 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.099, Acc: 0.026, Base Lr: 1.27e-03
2024-05-10 15:04:40 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 7.075, Acc: 0.029, Base Lr: 1.27e-03
2024-05-10 15:04:49 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 7.054, Acc: 0.032, Base Lr: 1.27e-03
2024-05-10 15:04:58 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 7.046, Acc: 0.032, Base Lr: 1.27e-03
2024-05-10 15:05:07 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 7.033, Acc: 0.031, Base Lr: 1.27e-03
2024-05-10 15:05:16 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 7.016, Acc: 0.033, Base Lr: 1.27e-03
2024-05-10 15:05:25 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 6.998, Acc: 0.036, Base Lr: 1.27e-03
2024-05-10 15:05:34 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 6.976, Acc: 0.039, Base Lr: 1.27e-03
2024-05-10 15:05:43 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 6.957, Acc: 0.040, Base Lr: 1.27e-03
2024-05-10 15:05:52 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 6.939, Acc: 0.040, Base Lr: 1.27e-03
2024-05-10 15:06:01 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 6.918, Acc: 0.041, Base Lr: 1.27e-03
2024-05-10 15:06:11 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 6.890, Acc: 0.045, Base Lr: 1.27e-03
2024-05-10 15:06:20 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 6.862, Acc: 0.049, Base Lr: 1.27e-03
2024-05-10 15:06:29 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 6.831, Acc: 0.053, Base Lr: 1.27e-03
2024-05-10 15:06:38 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 6.802, Acc: 0.056, Base Lr: 1.27e-03
2024-05-10 15:06:47 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 6.754, Acc: 0.064, Base Lr: 1.27e-03
2024-05-10 15:06:50 transreid.train INFO: Epoch 3 done. Time per epoch: 166.641[s] Speed: 70.3[samples/s]
2024-05-10 15:06:59 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 6.663, Acc: 0.028, Base Lr: 1.66e-03
2024-05-10 15:07:08 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 6.611, Acc: 0.030, Base Lr: 1.66e-03
2024-05-10 15:07:17 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 6.581, Acc: 0.040, Base Lr: 1.66e-03
2024-05-10 15:07:26 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 6.559, Acc: 0.039, Base Lr: 1.66e-03
2024-05-10 15:07:35 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 6.554, Acc: 0.042, Base Lr: 1.66e-03
2024-05-10 15:07:44 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 6.510, Acc: 0.045, Base Lr: 1.66e-03
2024-05-10 15:07:53 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 6.484, Acc: 0.049, Base Lr: 1.66e-03
2024-05-10 15:08:02 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 6.464, Acc: 0.050, Base Lr: 1.66e-03
2024-05-10 15:08:11 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 6.436, Acc: 0.054, Base Lr: 1.66e-03
2024-05-10 15:08:21 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 6.403, Acc: 0.058, Base Lr: 1.66e-03
2024-05-10 15:08:30 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 6.368, Acc: 0.063, Base Lr: 1.66e-03
2024-05-10 15:08:39 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 6.329, Acc: 0.069, Base Lr: 1.66e-03
2024-05-10 15:08:48 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 6.279, Acc: 0.078, Base Lr: 1.66e-03
2024-05-10 15:08:57 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 6.230, Acc: 0.085, Base Lr: 1.66e-03
2024-05-10 15:09:06 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 6.181, Acc: 0.089, Base Lr: 1.66e-03
2024-05-10 15:09:15 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 6.129, Acc: 0.098, Base Lr: 1.66e-03
2024-05-10 15:09:25 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 6.061, Acc: 0.109, Base Lr: 1.66e-03
2024-05-10 15:09:34 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 5.982, Acc: 0.125, Base Lr: 1.66e-03
2024-05-10 15:09:36 transreid.train INFO: Epoch 4 done. Time per epoch: 166.706[s] Speed: 70.3[samples/s]
2024-05-10 15:09:46 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 6.072, Acc: 0.048, Base Lr: 2.06e-03
2024-05-10 15:09:55 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 6.034, Acc: 0.058, Base Lr: 2.06e-03
2024-05-10 15:10:04 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 5.998, Acc: 0.065, Base Lr: 2.06e-03
2024-05-10 15:10:13 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 5.974, Acc: 0.068, Base Lr: 2.06e-03
2024-05-10 15:10:22 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 5.908, Acc: 0.081, Base Lr: 2.06e-03
2024-05-10 15:10:31 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 5.837, Acc: 0.094, Base Lr: 2.06e-03
2024-05-10 15:10:40 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 5.776, Acc: 0.104, Base Lr: 2.06e-03
2024-05-10 15:10:49 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 5.708, Acc: 0.117, Base Lr: 2.06e-03
2024-05-10 15:10:58 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 5.650, Acc: 0.128, Base Lr: 2.06e-03
2024-05-10 15:11:08 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 5.590, Acc: 0.136, Base Lr: 2.06e-03
2024-05-10 15:11:17 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 5.551, Acc: 0.140, Base Lr: 2.06e-03
2024-05-10 15:11:26 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 5.513, Acc: 0.143, Base Lr: 2.06e-03
2024-05-10 15:11:35 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 5.472, Acc: 0.151, Base Lr: 2.06e-03
2024-05-10 15:11:44 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 5.421, Acc: 0.159, Base Lr: 2.06e-03
2024-05-10 15:11:53 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 5.352, Acc: 0.172, Base Lr: 2.06e-03
2024-05-10 15:12:02 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 5.279, Acc: 0.183, Base Lr: 2.06e-03
2024-05-10 15:12:11 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 5.196, Acc: 0.197, Base Lr: 2.06e-03
2024-05-10 15:12:20 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 5.100, Acc: 0.215, Base Lr: 2.06e-03
2024-05-10 15:12:24 transreid.train INFO: Epoch 5 done. Time per epoch: 167.352[s] Speed: 70.4[samples/s]
2024-05-10 15:12:33 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 5.373, Acc: 0.103, Base Lr: 2.46e-03
2024-05-10 15:12:42 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 5.320, Acc: 0.116, Base Lr: 2.46e-03
2024-05-10 15:12:51 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 5.342, Acc: 0.117, Base Lr: 2.46e-03
2024-05-10 15:13:01 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 5.251, Acc: 0.130, Base Lr: 2.46e-03
2024-05-10 15:13:10 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 5.179, Acc: 0.145, Base Lr: 2.46e-03
2024-05-10 15:13:19 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 5.089, Acc: 0.162, Base Lr: 2.46e-03
2024-05-10 15:13:28 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 5.016, Acc: 0.174, Base Lr: 2.46e-03
2024-05-10 15:13:37 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 4.954, Acc: 0.188, Base Lr: 2.46e-03
2024-05-10 15:13:46 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 4.877, Acc: 0.201, Base Lr: 2.46e-03
2024-05-10 15:13:55 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 4.841, Acc: 0.205, Base Lr: 2.46e-03
2024-05-10 15:14:04 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 4.782, Acc: 0.216, Base Lr: 2.46e-03
2024-05-10 15:14:13 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 4.718, Acc: 0.229, Base Lr: 2.46e-03
2024-05-10 15:14:22 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 4.668, Acc: 0.240, Base Lr: 2.46e-03
2024-05-10 15:14:31 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 4.598, Acc: 0.252, Base Lr: 2.46e-03
2024-05-10 15:14:40 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 4.522, Acc: 0.266, Base Lr: 2.46e-03
2024-05-10 15:14:49 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 4.447, Acc: 0.281, Base Lr: 2.46e-03
2024-05-10 15:14:58 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 4.346, Acc: 0.303, Base Lr: 2.46e-03
2024-05-10 15:15:07 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 4.233, Acc: 0.326, Base Lr: 2.46e-03
2024-05-10 15:15:10 transreid.train INFO: Epoch 6 done. Time per epoch: 166.534[s] Speed: 70.3[samples/s]
2024-05-10 15:15:20 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 4.713, Acc: 0.192, Base Lr: 2.85e-03
2024-05-10 15:15:29 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 4.644, Acc: 0.206, Base Lr: 2.85e-03
2024-05-10 15:15:38 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 4.529, Acc: 0.227, Base Lr: 2.85e-03
2024-05-10 15:15:47 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 4.492, Acc: 0.237, Base Lr: 2.85e-03
2024-05-10 15:15:56 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 4.388, Acc: 0.252, Base Lr: 2.85e-03
2024-05-10 15:16:05 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 4.278, Acc: 0.268, Base Lr: 2.85e-03
2024-05-10 15:16:14 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 4.149, Acc: 0.291, Base Lr: 2.85e-03
2024-05-10 15:16:23 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 4.079, Acc: 0.301, Base Lr: 2.85e-03
2024-05-10 15:16:32 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 4.017, Acc: 0.315, Base Lr: 2.85e-03
2024-05-10 15:16:41 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 3.950, Acc: 0.327, Base Lr: 2.85e-03
2024-05-10 15:16:50 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 3.912, Acc: 0.335, Base Lr: 2.85e-03
2024-05-10 15:16:59 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 3.862, Acc: 0.345, Base Lr: 2.85e-03
2024-05-10 15:17:08 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 3.804, Acc: 0.360, Base Lr: 2.85e-03
2024-05-10 15:17:17 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 3.733, Acc: 0.374, Base Lr: 2.85e-03
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2024-05-10 15:17:57 transreid.train INFO: Epoch 7 done. Time per epoch: 166.437[s] Speed: 70.4[samples/s]
2024-05-10 15:18:06 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 3.794, Acc: 0.334, Base Lr: 3.25e-03
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2024-05-10 15:20:43 transreid.train INFO: Epoch 8 done. Time per epoch: 166.148[s] Speed: 70.5[samples/s]
2024-05-10 15:20:53 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 3.390, Acc: 0.388, Base Lr: 3.64e-03
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2024-05-10 15:23:31 transreid.train INFO: Epoch 9 done. Time per epoch: 168.776[s] Speed: 69.8[samples/s]
2024-05-10 15:23:41 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 2.592, Acc: 0.531, Base Lr: 4.04e-03
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2024-05-10 15:26:18 transreid.train INFO: Epoch 10 done. Time per epoch: 166.694[s] Speed: 70.3[samples/s]
2024-05-10 15:26:28 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 2.196, Acc: 0.608, Base Lr: 4.44e-03
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2024-05-10 15:29:05 transreid.train INFO: Epoch 11 done. Time per epoch: 166.655[s] Speed: 70.3[samples/s]
2024-05-10 15:29:14 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 1.820, Acc: 0.655, Base Lr: 4.83e-03
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2024-05-10 15:31:51 transreid.train INFO: Epoch 12 done. Time per epoch: 166.046[s] Speed: 70.5[samples/s]
2024-05-10 15:32:01 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 1.726, Acc: 0.695, Base Lr: 5.23e-03
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2024-05-10 15:34:38 transreid.train INFO: Epoch 13 done. Time per epoch: 166.883[s] Speed: 70.2[samples/s]
2024-05-10 15:34:47 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 1.223, Acc: 0.744, Base Lr: 5.62e-03
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2024-05-10 15:37:25 transreid.train INFO: Epoch 14 done. Time per epoch: 167.247[s] Speed: 70.4[samples/s]
2024-05-10 15:37:35 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 0.934, Acc: 0.838, Base Lr: 6.02e-03
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2024-05-10 15:39:33 transreid.train INFO: Epoch[15] Iter[140/186] Loss: 0.619, Acc: 0.910, Base Lr: 6.02e-03
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2024-05-10 15:40:12 transreid.train INFO: Epoch 15 done. Time per epoch: 166.898[s] Speed: 70.2[samples/s]
2024-05-10 15:40:22 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 0.726, Acc: 0.864, Base Lr: 6.42e-03
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2024-05-10 15:42:58 transreid.train INFO: Epoch 16 done. Time per epoch: 166.044[s] Speed: 70.5[samples/s]
2024-05-10 15:43:08 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.478, Acc: 0.945, Base Lr: 6.81e-03
2024-05-10 15:43:17 transreid.train INFO: Epoch[17] Iter[20/186] Loss: 0.456, Acc: 0.945, Base Lr: 6.81e-03
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2024-05-10 15:45:46 transreid.train INFO: Epoch 17 done. Time per epoch: 168.057[s] Speed: 69.7[samples/s]
2024-05-10 15:45:56 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.485, Acc: 0.917, Base Lr: 7.21e-03
2024-05-10 15:46:05 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 0.475, Acc: 0.928, Base Lr: 7.21e-03
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2024-05-10 15:46:59 transreid.train INFO: Epoch[18] Iter[80/186] Loss: 0.397, Acc: 0.952, Base Lr: 7.21e-03
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2024-05-10 15:48:02 transreid.train INFO: Epoch[18] Iter[150/186] Loss: 0.354, Acc: 0.957, Base Lr: 7.21e-03
2024-05-10 15:48:12 transreid.train INFO: Epoch[18] Iter[160/186] Loss: 0.345, Acc: 0.958, Base Lr: 7.21e-03
2024-05-10 15:48:21 transreid.train INFO: Epoch[18] Iter[170/186] Loss: 0.338, Acc: 0.959, Base Lr: 7.21e-03
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2024-05-10 15:48:33 transreid.train INFO: Epoch 18 done. Time per epoch: 166.723[s] Speed: 70.2[samples/s]
2024-05-10 15:48:42 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.403, Acc: 0.945, Base Lr: 7.60e-03
2024-05-10 15:48:51 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 0.376, Acc: 0.948, Base Lr: 7.60e-03
2024-05-10 15:49:01 transreid.train INFO: Epoch[19] Iter[30/186] Loss: 0.369, Acc: 0.953, Base Lr: 7.60e-03
2024-05-10 15:49:10 transreid.train INFO: Epoch[19] Iter[40/186] Loss: 0.378, Acc: 0.950, Base Lr: 7.60e-03
2024-05-10 15:49:19 transreid.train INFO: Epoch[19] Iter[50/186] Loss: 0.410, Acc: 0.944, Base Lr: 7.60e-03
2024-05-10 15:49:28 transreid.train INFO: Epoch[19] Iter[60/186] Loss: 0.397, Acc: 0.947, Base Lr: 7.60e-03
2024-05-10 15:49:37 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 0.387, Acc: 0.949, Base Lr: 7.60e-03
2024-05-10 15:49:46 transreid.train INFO: Epoch[19] Iter[80/186] Loss: 0.377, Acc: 0.951, Base Lr: 7.60e-03
2024-05-10 15:49:55 transreid.train INFO: Epoch[19] Iter[90/186] Loss: 0.374, Acc: 0.950, Base Lr: 7.60e-03
2024-05-10 15:50:04 transreid.train INFO: Epoch[19] Iter[100/186] Loss: 0.364, Acc: 0.953, Base Lr: 7.60e-03
2024-05-10 15:50:13 transreid.train INFO: Epoch[19] Iter[110/186] Loss: 0.355, Acc: 0.954, Base Lr: 7.60e-03
2024-05-10 15:50:22 transreid.train INFO: Epoch[19] Iter[120/186] Loss: 0.350, Acc: 0.955, Base Lr: 7.60e-03
2024-05-10 15:50:31 transreid.train INFO: Epoch[19] Iter[130/186] Loss: 0.338, Acc: 0.957, Base Lr: 7.60e-03
2024-05-10 15:50:40 transreid.train INFO: Epoch[19] Iter[140/186] Loss: 0.328, Acc: 0.958, Base Lr: 7.60e-03
2024-05-10 15:50:49 transreid.train INFO: Epoch[19] Iter[150/186] Loss: 0.322, Acc: 0.959, Base Lr: 7.60e-03
2024-05-10 15:50:59 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 0.317, Acc: 0.960, Base Lr: 7.60e-03
2024-05-10 15:51:08 transreid.train INFO: Epoch[19] Iter[170/186] Loss: 0.310, Acc: 0.961, Base Lr: 7.60e-03
2024-05-10 15:51:17 transreid.train INFO: Epoch[19] Iter[180/186] Loss: 0.300, Acc: 0.962, Base Lr: 7.60e-03
2024-05-10 15:51:20 transreid.train INFO: Epoch 19 done. Time per epoch: 167.675[s] Speed: 70.2[samples/s]
2024-05-10 15:51:30 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.372, Acc: 0.939, Base Lr: 7.47e-03
2024-05-10 15:51:39 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.350, Acc: 0.943, Base Lr: 7.47e-03
2024-05-10 15:51:48 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 0.360, Acc: 0.940, Base Lr: 7.47e-03
2024-05-10 15:51:58 transreid.train INFO: Epoch[20] Iter[40/186] Loss: 0.336, Acc: 0.946, Base Lr: 7.47e-03
2024-05-10 15:52:07 transreid.train INFO: Epoch[20] Iter[50/186] Loss: 0.334, Acc: 0.948, Base Lr: 7.47e-03
2024-05-10 15:52:16 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 0.329, Acc: 0.949, Base Lr: 7.47e-03
2024-05-10 15:52:24 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.319, Acc: 0.952, Base Lr: 7.47e-03
2024-05-10 15:52:33 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.308, Acc: 0.955, Base Lr: 7.47e-03
2024-05-10 15:52:42 transreid.train INFO: Epoch[20] Iter[90/186] Loss: 0.297, Acc: 0.957, Base Lr: 7.47e-03
2024-05-10 15:52:51 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 0.293, Acc: 0.957, Base Lr: 7.47e-03
2024-05-10 15:53:00 transreid.train INFO: Epoch[20] Iter[110/186] Loss: 0.283, Acc: 0.959, Base Lr: 7.47e-03
2024-05-10 15:53:10 transreid.train INFO: Epoch[20] Iter[120/186] Loss: 0.283, Acc: 0.960, Base Lr: 7.47e-03
2024-05-10 15:53:19 transreid.train INFO: Epoch[20] Iter[130/186] Loss: 0.276, Acc: 0.962, Base Lr: 7.47e-03
2024-05-10 15:53:28 transreid.train INFO: Epoch[20] Iter[140/186] Loss: 0.271, Acc: 0.963, Base Lr: 7.47e-03
2024-05-10 15:53:37 transreid.train INFO: Epoch[20] Iter[150/186] Loss: 0.266, Acc: 0.964, Base Lr: 7.47e-03
2024-05-10 15:53:46 transreid.train INFO: Epoch[20] Iter[160/186] Loss: 0.263, Acc: 0.965, Base Lr: 7.47e-03
2024-05-10 15:53:55 transreid.train INFO: Epoch[20] Iter[170/186] Loss: 0.257, Acc: 0.966, Base Lr: 7.47e-03
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2024-05-10 15:54:07 transreid.train INFO: Epoch 20 done. Time per epoch: 166.669[s] Speed: 70.3[samples/s]
2024-05-10 15:55:43 transreid.train INFO: Validation Results - Epoch: 20
2024-05-10 15:55:43 transreid.train INFO: mAP: 79.0%
2024-05-10 15:55:43 transreid.train INFO: CMC curve, Rank-1  :91.3%
2024-05-10 15:55:43 transreid.train INFO: CMC curve, Rank-5  :96.8%
2024-05-10 15:55:43 transreid.train INFO: CMC curve, Rank-10 :98.2%
2024-05-10 15:55:53 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.270, Acc: 0.967, Base Lr: 7.41e-03
2024-05-10 15:56:01 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.282, Acc: 0.962, Base Lr: 7.41e-03
2024-05-10 15:56:10 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 0.278, Acc: 0.964, Base Lr: 7.41e-03
2024-05-10 15:56:19 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 0.259, Acc: 0.969, Base Lr: 7.41e-03
2024-05-10 15:56:29 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.253, Acc: 0.969, Base Lr: 7.41e-03
2024-05-10 15:56:38 transreid.train INFO: Epoch[21] Iter[60/186] Loss: 0.256, Acc: 0.967, Base Lr: 7.41e-03
2024-05-10 15:56:47 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.256, Acc: 0.966, Base Lr: 7.41e-03
2024-05-10 15:56:56 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 0.257, Acc: 0.966, Base Lr: 7.41e-03
2024-05-10 15:57:05 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.249, Acc: 0.967, Base Lr: 7.41e-03
2024-05-10 15:57:14 transreid.train INFO: Epoch[21] Iter[100/186] Loss: 0.241, Acc: 0.968, Base Lr: 7.41e-03
2024-05-10 15:57:23 transreid.train INFO: Epoch[21] Iter[110/186] Loss: 0.243, Acc: 0.967, Base Lr: 7.41e-03
2024-05-10 15:57:32 transreid.train INFO: Epoch[21] Iter[120/186] Loss: 0.241, Acc: 0.968, Base Lr: 7.41e-03
2024-05-10 15:57:41 transreid.train INFO: Epoch[21] Iter[130/186] Loss: 0.233, Acc: 0.970, Base Lr: 7.41e-03
2024-05-10 15:57:50 transreid.train INFO: Epoch[21] Iter[140/186] Loss: 0.229, Acc: 0.971, Base Lr: 7.41e-03
2024-05-10 15:57:59 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 0.222, Acc: 0.972, Base Lr: 7.41e-03
2024-05-10 15:58:08 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.218, Acc: 0.973, Base Lr: 7.41e-03
2024-05-10 15:58:17 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.216, Acc: 0.973, Base Lr: 7.41e-03
2024-05-10 15:58:26 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.213, Acc: 0.974, Base Lr: 7.41e-03
2024-05-10 15:58:30 transreid.train INFO: Epoch 21 done. Time per epoch: 166.829[s] Speed: 70.6[samples/s]
2024-05-10 15:58:40 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.309, Acc: 0.956, Base Lr: 7.36e-03
2024-05-10 15:58:49 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 0.300, Acc: 0.959, Base Lr: 7.36e-03
2024-05-10 15:58:58 transreid.train INFO: Epoch[22] Iter[30/186] Loss: 0.271, Acc: 0.965, Base Lr: 7.36e-03
2024-05-10 15:59:07 transreid.train INFO: Epoch[22] Iter[40/186] Loss: 0.247, Acc: 0.966, Base Lr: 7.36e-03
2024-05-10 15:59:16 transreid.train INFO: Epoch[22] Iter[50/186] Loss: 0.245, Acc: 0.968, Base Lr: 7.36e-03
2024-05-10 15:59:25 transreid.train INFO: Epoch[22] Iter[60/186] Loss: 0.240, Acc: 0.968, Base Lr: 7.36e-03
2024-05-10 15:59:34 transreid.train INFO: Epoch[22] Iter[70/186] Loss: 0.245, Acc: 0.967, Base Lr: 7.36e-03
2024-05-10 15:59:43 transreid.train INFO: Epoch[22] Iter[80/186] Loss: 0.238, Acc: 0.969, Base Lr: 7.36e-03
2024-05-10 15:59:52 transreid.train INFO: Epoch[22] Iter[90/186] Loss: 0.230, Acc: 0.971, Base Lr: 7.36e-03
2024-05-10 16:00:01 transreid.train INFO: Epoch[22] Iter[100/186] Loss: 0.230, Acc: 0.972, Base Lr: 7.36e-03
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2024-05-10 16:00:20 transreid.train INFO: Epoch[22] Iter[120/186] Loss: 0.223, Acc: 0.972, Base Lr: 7.36e-03
2024-05-10 16:00:29 transreid.train INFO: Epoch[22] Iter[130/186] Loss: 0.219, Acc: 0.971, Base Lr: 7.36e-03
2024-05-10 16:00:38 transreid.train INFO: Epoch[22] Iter[140/186] Loss: 0.217, Acc: 0.971, Base Lr: 7.36e-03
2024-05-10 16:00:47 transreid.train INFO: Epoch[22] Iter[150/186] Loss: 0.210, Acc: 0.973, Base Lr: 7.36e-03
2024-05-10 16:00:56 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.203, Acc: 0.974, Base Lr: 7.36e-03
2024-05-10 16:01:05 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.200, Acc: 0.974, Base Lr: 7.36e-03
2024-05-10 16:01:14 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 0.193, Acc: 0.975, Base Lr: 7.36e-03
2024-05-10 16:01:17 transreid.train INFO: Epoch 22 done. Time per epoch: 166.810[s] Speed: 70.2[samples/s]
2024-05-10 16:01:27 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.248, Acc: 0.956, Base Lr: 7.30e-03
2024-05-10 16:01:35 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.237, Acc: 0.967, Base Lr: 7.30e-03
2024-05-10 16:01:44 transreid.train INFO: Epoch[23] Iter[30/186] Loss: 0.232, Acc: 0.965, Base Lr: 7.30e-03
2024-05-10 16:01:54 transreid.train INFO: Epoch[23] Iter[40/186] Loss: 0.221, Acc: 0.967, Base Lr: 7.30e-03
2024-05-10 16:02:03 transreid.train INFO: Epoch[23] Iter[50/186] Loss: 0.208, Acc: 0.970, Base Lr: 7.30e-03
2024-05-10 16:02:12 transreid.train INFO: Epoch[23] Iter[60/186] Loss: 0.208, Acc: 0.969, Base Lr: 7.30e-03
2024-05-10 16:02:21 transreid.train INFO: Epoch[23] Iter[70/186] Loss: 0.202, Acc: 0.970, Base Lr: 7.30e-03
2024-05-10 16:02:30 transreid.train INFO: Epoch[23] Iter[80/186] Loss: 0.197, Acc: 0.971, Base Lr: 7.30e-03
2024-05-10 16:02:39 transreid.train INFO: Epoch[23] Iter[90/186] Loss: 0.192, Acc: 0.972, Base Lr: 7.30e-03
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2024-05-10 16:02:57 transreid.train INFO: Epoch[23] Iter[110/186] Loss: 0.196, Acc: 0.971, Base Lr: 7.30e-03
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2024-05-10 16:04:03 transreid.train INFO: Epoch 23 done. Time per epoch: 166.315[s] Speed: 70.4[samples/s]
2024-05-10 16:04:13 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.212, Acc: 0.967, Base Lr: 7.24e-03
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2024-05-10 16:06:50 transreid.train INFO: Epoch 24 done. Time per epoch: 167.141[s] Speed: 70.5[samples/s]
2024-05-10 16:07:00 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.195, Acc: 0.972, Base Lr: 7.18e-03
2024-05-10 16:07:09 transreid.train INFO: Epoch[25] Iter[20/186] Loss: 0.176, Acc: 0.970, Base Lr: 7.18e-03
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2024-05-10 16:08:03 transreid.train INFO: Epoch[25] Iter[80/186] Loss: 0.151, Acc: 0.978, Base Lr: 7.18e-03
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2024-05-10 16:09:16 transreid.train INFO: Epoch[25] Iter[160/186] Loss: 0.140, Acc: 0.983, Base Lr: 7.18e-03
2024-05-10 16:09:25 transreid.train INFO: Epoch[25] Iter[170/186] Loss: 0.139, Acc: 0.983, Base Lr: 7.18e-03
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2024-05-10 16:09:37 transreid.train INFO: Epoch 25 done. Time per epoch: 166.156[s] Speed: 70.5[samples/s]
2024-05-10 16:09:46 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.192, Acc: 0.963, Base Lr: 7.11e-03
2024-05-10 16:09:55 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 0.195, Acc: 0.969, Base Lr: 7.11e-03
2024-05-10 16:10:04 transreid.train INFO: Epoch[26] Iter[30/186] Loss: 0.164, Acc: 0.978, Base Lr: 7.11e-03
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2024-05-10 16:10:22 transreid.train INFO: Epoch[26] Iter[50/186] Loss: 0.160, Acc: 0.982, Base Lr: 7.11e-03
2024-05-10 16:10:31 transreid.train INFO: Epoch[26] Iter[60/186] Loss: 0.162, Acc: 0.981, Base Lr: 7.11e-03
2024-05-10 16:10:40 transreid.train INFO: Epoch[26] Iter[70/186] Loss: 0.154, Acc: 0.982, Base Lr: 7.11e-03
2024-05-10 16:10:49 transreid.train INFO: Epoch[26] Iter[80/186] Loss: 0.155, Acc: 0.981, Base Lr: 7.11e-03
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2024-05-10 16:11:07 transreid.train INFO: Epoch[26] Iter[100/186] Loss: 0.147, Acc: 0.982, Base Lr: 7.11e-03
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2024-05-10 16:11:44 transreid.train INFO: Epoch[26] Iter[140/186] Loss: 0.139, Acc: 0.983, Base Lr: 7.11e-03
2024-05-10 16:11:53 transreid.train INFO: Epoch[26] Iter[150/186] Loss: 0.136, Acc: 0.983, Base Lr: 7.11e-03
2024-05-10 16:12:02 transreid.train INFO: Epoch[26] Iter[160/186] Loss: 0.132, Acc: 0.984, Base Lr: 7.11e-03
2024-05-10 16:12:11 transreid.train INFO: Epoch[26] Iter[170/186] Loss: 0.128, Acc: 0.985, Base Lr: 7.11e-03
2024-05-10 16:12:20 transreid.train INFO: Epoch[26] Iter[180/186] Loss: 0.124, Acc: 0.985, Base Lr: 7.11e-03
2024-05-10 16:12:22 transreid.train INFO: Epoch 26 done. Time per epoch: 165.934[s] Speed: 70.6[samples/s]
2024-05-10 16:12:32 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.164, Acc: 0.977, Base Lr: 7.04e-03
2024-05-10 16:12:41 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.150, Acc: 0.979, Base Lr: 7.04e-03
2024-05-10 16:12:50 transreid.train INFO: Epoch[27] Iter[30/186] Loss: 0.151, Acc: 0.979, Base Lr: 7.04e-03
2024-05-10 16:12:59 transreid.train INFO: Epoch[27] Iter[40/186] Loss: 0.144, Acc: 0.980, Base Lr: 7.04e-03
2024-05-10 16:13:08 transreid.train INFO: Epoch[27] Iter[50/186] Loss: 0.145, Acc: 0.979, Base Lr: 7.04e-03
2024-05-10 16:13:17 transreid.train INFO: Epoch[27] Iter[60/186] Loss: 0.139, Acc: 0.979, Base Lr: 7.04e-03
2024-05-10 16:13:27 transreid.train INFO: Epoch[27] Iter[70/186] Loss: 0.145, Acc: 0.979, Base Lr: 7.04e-03
2024-05-10 16:13:36 transreid.train INFO: Epoch[27] Iter[80/186] Loss: 0.149, Acc: 0.979, Base Lr: 7.04e-03
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2024-05-10 16:13:54 transreid.train INFO: Epoch[27] Iter[100/186] Loss: 0.142, Acc: 0.981, Base Lr: 7.04e-03
2024-05-10 16:14:03 transreid.train INFO: Epoch[27] Iter[110/186] Loss: 0.137, Acc: 0.982, Base Lr: 7.04e-03
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2024-05-10 16:14:30 transreid.train INFO: Epoch[27] Iter[140/186] Loss: 0.135, Acc: 0.982, Base Lr: 7.04e-03
2024-05-10 16:14:39 transreid.train INFO: Epoch[27] Iter[150/186] Loss: 0.132, Acc: 0.982, Base Lr: 7.04e-03
2024-05-10 16:14:48 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 0.132, Acc: 0.982, Base Lr: 7.04e-03
2024-05-10 16:14:57 transreid.train INFO: Epoch[27] Iter[170/186] Loss: 0.127, Acc: 0.983, Base Lr: 7.04e-03
2024-05-10 16:15:06 transreid.train INFO: Epoch[27] Iter[180/186] Loss: 0.123, Acc: 0.984, Base Lr: 7.04e-03
2024-05-10 16:15:09 transreid.train INFO: Epoch 27 done. Time per epoch: 166.561[s] Speed: 70.3[samples/s]
2024-05-10 16:15:19 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.127, Acc: 0.984, Base Lr: 6.97e-03
2024-05-10 16:15:28 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.117, Acc: 0.984, Base Lr: 6.97e-03
2024-05-10 16:15:37 transreid.train INFO: Epoch[28] Iter[30/186] Loss: 0.126, Acc: 0.984, Base Lr: 6.97e-03
2024-05-10 16:15:46 transreid.train INFO: Epoch[28] Iter[40/186] Loss: 0.128, Acc: 0.984, Base Lr: 6.97e-03
2024-05-10 16:15:55 transreid.train INFO: Epoch[28] Iter[50/186] Loss: 0.126, Acc: 0.985, Base Lr: 6.97e-03
2024-05-10 16:16:04 transreid.train INFO: Epoch[28] Iter[60/186] Loss: 0.128, Acc: 0.984, Base Lr: 6.97e-03
2024-05-10 16:16:13 transreid.train INFO: Epoch[28] Iter[70/186] Loss: 0.126, Acc: 0.985, Base Lr: 6.97e-03
2024-05-10 16:16:23 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 0.127, Acc: 0.985, Base Lr: 6.97e-03
2024-05-10 16:16:32 transreid.train INFO: Epoch[28] Iter[90/186] Loss: 0.125, Acc: 0.984, Base Lr: 6.97e-03
2024-05-10 16:16:41 transreid.train INFO: Epoch[28] Iter[100/186] Loss: 0.121, Acc: 0.985, Base Lr: 6.97e-03
2024-05-10 16:16:50 transreid.train INFO: Epoch[28] Iter[110/186] Loss: 0.118, Acc: 0.985, Base Lr: 6.97e-03
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2024-05-10 16:17:08 transreid.train INFO: Epoch[28] Iter[130/186] Loss: 0.111, Acc: 0.987, Base Lr: 6.97e-03
2024-05-10 16:17:17 transreid.train INFO: Epoch[28] Iter[140/186] Loss: 0.109, Acc: 0.987, Base Lr: 6.97e-03
2024-05-10 16:17:26 transreid.train INFO: Epoch[28] Iter[150/186] Loss: 0.105, Acc: 0.988, Base Lr: 6.97e-03
2024-05-10 16:17:35 transreid.train INFO: Epoch[28] Iter[160/186] Loss: 0.103, Acc: 0.988, Base Lr: 6.97e-03
2024-05-10 16:17:45 transreid.train INFO: Epoch[28] Iter[170/186] Loss: 0.102, Acc: 0.989, Base Lr: 6.97e-03
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2024-05-10 16:17:56 transreid.train INFO: Epoch 28 done. Time per epoch: 167.296[s] Speed: 70.0[samples/s]
2024-05-10 16:18:06 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.213, Acc: 0.964, Base Lr: 6.90e-03
2024-05-10 16:18:15 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 0.173, Acc: 0.975, Base Lr: 6.90e-03
2024-05-10 16:18:24 transreid.train INFO: Epoch[29] Iter[30/186] Loss: 0.160, Acc: 0.979, Base Lr: 6.90e-03
2024-05-10 16:18:33 transreid.train INFO: Epoch[29] Iter[40/186] Loss: 0.155, Acc: 0.979, Base Lr: 6.90e-03
2024-05-10 16:18:42 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 0.147, Acc: 0.980, Base Lr: 6.90e-03
2024-05-10 16:18:51 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 0.138, Acc: 0.982, Base Lr: 6.90e-03
2024-05-10 16:19:00 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.134, Acc: 0.982, Base Lr: 6.90e-03
2024-05-10 16:19:09 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.127, Acc: 0.984, Base Lr: 6.90e-03
2024-05-10 16:19:19 transreid.train INFO: Epoch[29] Iter[90/186] Loss: 0.124, Acc: 0.985, Base Lr: 6.90e-03
2024-05-10 16:19:28 transreid.train INFO: Epoch[29] Iter[100/186] Loss: 0.121, Acc: 0.985, Base Lr: 6.90e-03
2024-05-10 16:19:37 transreid.train INFO: Epoch[29] Iter[110/186] Loss: 0.118, Acc: 0.986, Base Lr: 6.90e-03
2024-05-10 16:19:46 transreid.train INFO: Epoch[29] Iter[120/186] Loss: 0.115, Acc: 0.986, Base Lr: 6.90e-03
2024-05-10 16:19:55 transreid.train INFO: Epoch[29] Iter[130/186] Loss: 0.111, Acc: 0.986, Base Lr: 6.90e-03
2024-05-10 16:20:04 transreid.train INFO: Epoch[29] Iter[140/186] Loss: 0.109, Acc: 0.986, Base Lr: 6.90e-03
2024-05-10 16:20:13 transreid.train INFO: Epoch[29] Iter[150/186] Loss: 0.107, Acc: 0.986, Base Lr: 6.90e-03
2024-05-10 16:20:22 transreid.train INFO: Epoch[29] Iter[160/186] Loss: 0.106, Acc: 0.987, Base Lr: 6.90e-03
2024-05-10 16:20:31 transreid.train INFO: Epoch[29] Iter[170/186] Loss: 0.107, Acc: 0.987, Base Lr: 6.90e-03
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2024-05-10 16:20:43 transreid.train INFO: Epoch 29 done. Time per epoch: 166.544[s] Speed: 70.3[samples/s]
2024-05-10 16:20:53 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.120, Acc: 0.994, Base Lr: 6.83e-03
2024-05-10 16:21:02 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.121, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 16:21:11 transreid.train INFO: Epoch[30] Iter[30/186] Loss: 0.129, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 16:21:20 transreid.train INFO: Epoch[30] Iter[40/186] Loss: 0.132, Acc: 0.986, Base Lr: 6.83e-03
2024-05-10 16:21:29 transreid.train INFO: Epoch[30] Iter[50/186] Loss: 0.128, Acc: 0.987, Base Lr: 6.83e-03
2024-05-10 16:21:38 transreid.train INFO: Epoch[30] Iter[60/186] Loss: 0.122, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 16:21:47 transreid.train INFO: Epoch[30] Iter[70/186] Loss: 0.122, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 16:21:56 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.121, Acc: 0.988, Base Lr: 6.83e-03
2024-05-10 16:22:05 transreid.train INFO: Epoch[30] Iter[90/186] Loss: 0.117, Acc: 0.989, Base Lr: 6.83e-03
2024-05-10 16:22:14 transreid.train INFO: Epoch[30] Iter[100/186] Loss: 0.111, Acc: 0.990, Base Lr: 6.83e-03
2024-05-10 16:22:23 transreid.train INFO: Epoch[30] Iter[110/186] Loss: 0.109, Acc: 0.989, Base Lr: 6.83e-03
2024-05-10 16:22:32 transreid.train INFO: Epoch[30] Iter[120/186] Loss: 0.107, Acc: 0.989, Base Lr: 6.83e-03
2024-05-10 16:22:41 transreid.train INFO: Epoch[30] Iter[130/186] Loss: 0.103, Acc: 0.990, Base Lr: 6.83e-03
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2024-05-10 16:22:59 transreid.train INFO: Epoch[30] Iter[150/186] Loss: 0.099, Acc: 0.991, Base Lr: 6.83e-03
2024-05-10 16:23:08 transreid.train INFO: Epoch[30] Iter[160/186] Loss: 0.097, Acc: 0.991, Base Lr: 6.83e-03
2024-05-10 16:23:17 transreid.train INFO: Epoch[30] Iter[170/186] Loss: 0.095, Acc: 0.991, Base Lr: 6.83e-03
2024-05-10 16:23:27 transreid.train INFO: Epoch[30] Iter[180/186] Loss: 0.095, Acc: 0.991, Base Lr: 6.83e-03
2024-05-10 16:23:30 transreid.train INFO: Epoch 30 done. Time per epoch: 167.305[s] Speed: 70.4[samples/s]
2024-05-10 16:23:40 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.106, Acc: 0.991, Base Lr: 6.76e-03
2024-05-10 16:23:49 transreid.train INFO: Epoch[31] Iter[20/186] Loss: 0.102, Acc: 0.992, Base Lr: 6.76e-03
2024-05-10 16:23:58 transreid.train INFO: Epoch[31] Iter[30/186] Loss: 0.107, Acc: 0.988, Base Lr: 6.76e-03
2024-05-10 16:24:07 transreid.train INFO: Epoch[31] Iter[40/186] Loss: 0.104, Acc: 0.989, Base Lr: 6.76e-03
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2024-05-10 16:24:25 transreid.train INFO: Epoch[31] Iter[60/186] Loss: 0.106, Acc: 0.989, Base Lr: 6.76e-03
2024-05-10 16:24:34 transreid.train INFO: Epoch[31] Iter[70/186] Loss: 0.100, Acc: 0.990, Base Lr: 6.76e-03
2024-05-10 16:24:43 transreid.train INFO: Epoch[31] Iter[80/186] Loss: 0.095, Acc: 0.990, Base Lr: 6.76e-03
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2024-05-10 16:25:01 transreid.train INFO: Epoch[31] Iter[100/186] Loss: 0.095, Acc: 0.988, Base Lr: 6.76e-03
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2024-05-10 16:26:16 transreid.train INFO: Epoch 31 done. Time per epoch: 165.360[s] Speed: 70.4[samples/s]
2024-05-10 16:26:26 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.109, Acc: 0.978, Base Lr: 6.68e-03
2024-05-10 16:26:35 transreid.train INFO: Epoch[32] Iter[20/186] Loss: 0.093, Acc: 0.986, Base Lr: 6.68e-03
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2024-05-10 16:27:02 transreid.train INFO: Epoch[32] Iter[50/186] Loss: 0.086, Acc: 0.987, Base Lr: 6.68e-03
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2024-05-10 16:29:01 transreid.train INFO: Epoch 32 done. Time per epoch: 165.770[s] Speed: 70.7[samples/s]
2024-05-10 16:29:11 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.076, Acc: 0.995, Base Lr: 6.60e-03
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2024-05-10 16:30:14 transreid.train INFO: Epoch[33] Iter[80/186] Loss: 0.091, Acc: 0.991, Base Lr: 6.60e-03
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2024-05-10 16:31:27 transreid.train INFO: Epoch[33] Iter[160/186] Loss: 0.081, Acc: 0.992, Base Lr: 6.60e-03
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2024-05-10 16:31:49 transreid.train INFO: Epoch 33 done. Time per epoch: 167.281[s] Speed: 70.4[samples/s]
2024-05-10 16:31:58 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.074, Acc: 0.984, Base Lr: 6.52e-03
2024-05-10 16:32:07 transreid.train INFO: Epoch[34] Iter[20/186] Loss: 0.076, Acc: 0.989, Base Lr: 6.52e-03
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2024-05-10 16:32:43 transreid.train INFO: Epoch[34] Iter[60/186] Loss: 0.084, Acc: 0.990, Base Lr: 6.52e-03
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2024-05-10 16:33:01 transreid.train INFO: Epoch[34] Iter[80/186] Loss: 0.081, Acc: 0.990, Base Lr: 6.52e-03
2024-05-10 16:33:10 transreid.train INFO: Epoch[34] Iter[90/186] Loss: 0.084, Acc: 0.990, Base Lr: 6.52e-03
2024-05-10 16:33:19 transreid.train INFO: Epoch[34] Iter[100/186] Loss: 0.081, Acc: 0.990, Base Lr: 6.52e-03
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2024-05-10 16:34:04 transreid.train INFO: Epoch[34] Iter[150/186] Loss: 0.078, Acc: 0.991, Base Lr: 6.52e-03
2024-05-10 16:34:13 transreid.train INFO: Epoch[34] Iter[160/186] Loss: 0.077, Acc: 0.991, Base Lr: 6.52e-03
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2024-05-10 16:34:35 transreid.train INFO: Epoch 34 done. Time per epoch: 166.740[s] Speed: 70.6[samples/s]
2024-05-10 16:34:45 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.086, Acc: 0.995, Base Lr: 6.44e-03
2024-05-10 16:34:54 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.094, Acc: 0.991, Base Lr: 6.44e-03
2024-05-10 16:35:03 transreid.train INFO: Epoch[35] Iter[30/186] Loss: 0.092, Acc: 0.990, Base Lr: 6.44e-03
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2024-05-10 16:35:30 transreid.train INFO: Epoch[35] Iter[60/186] Loss: 0.088, Acc: 0.988, Base Lr: 6.44e-03
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2024-05-10 16:35:48 transreid.train INFO: Epoch[35] Iter[80/186] Loss: 0.081, Acc: 0.990, Base Lr: 6.44e-03
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2024-05-10 16:36:06 transreid.train INFO: Epoch[35] Iter[100/186] Loss: 0.080, Acc: 0.991, Base Lr: 6.44e-03
2024-05-10 16:36:15 transreid.train INFO: Epoch[35] Iter[110/186] Loss: 0.078, Acc: 0.991, Base Lr: 6.44e-03
2024-05-10 16:36:24 transreid.train INFO: Epoch[35] Iter[120/186] Loss: 0.076, Acc: 0.991, Base Lr: 6.44e-03
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2024-05-10 16:36:42 transreid.train INFO: Epoch[35] Iter[140/186] Loss: 0.073, Acc: 0.992, Base Lr: 6.44e-03
2024-05-10 16:36:51 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.071, Acc: 0.992, Base Lr: 6.44e-03
2024-05-10 16:37:00 transreid.train INFO: Epoch[35] Iter[160/186] Loss: 0.071, Acc: 0.992, Base Lr: 6.44e-03
2024-05-10 16:37:09 transreid.train INFO: Epoch[35] Iter[170/186] Loss: 0.069, Acc: 0.992, Base Lr: 6.44e-03
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2024-05-10 16:37:22 transreid.train INFO: Epoch 35 done. Time per epoch: 166.840[s] Speed: 70.6[samples/s]
2024-05-10 16:37:32 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.054, Acc: 0.998, Base Lr: 6.35e-03
2024-05-10 16:37:41 transreid.train INFO: Epoch[36] Iter[20/186] Loss: 0.069, Acc: 0.995, Base Lr: 6.35e-03
2024-05-10 16:37:50 transreid.train INFO: Epoch[36] Iter[30/186] Loss: 0.069, Acc: 0.994, Base Lr: 6.35e-03
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2024-05-10 16:38:08 transreid.train INFO: Epoch[36] Iter[50/186] Loss: 0.066, Acc: 0.994, Base Lr: 6.35e-03
2024-05-10 16:38:17 transreid.train INFO: Epoch[36] Iter[60/186] Loss: 0.069, Acc: 0.993, Base Lr: 6.35e-03
2024-05-10 16:38:26 transreid.train INFO: Epoch[36] Iter[70/186] Loss: 0.067, Acc: 0.993, Base Lr: 6.35e-03
2024-05-10 16:38:35 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.068, Acc: 0.993, Base Lr: 6.35e-03
2024-05-10 16:38:44 transreid.train INFO: Epoch[36] Iter[90/186] Loss: 0.067, Acc: 0.993, Base Lr: 6.35e-03
2024-05-10 16:38:53 transreid.train INFO: Epoch[36] Iter[100/186] Loss: 0.068, Acc: 0.993, Base Lr: 6.35e-03
2024-05-10 16:39:02 transreid.train INFO: Epoch[36] Iter[110/186] Loss: 0.069, Acc: 0.993, Base Lr: 6.35e-03
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2024-05-10 16:39:38 transreid.train INFO: Epoch[36] Iter[150/186] Loss: 0.063, Acc: 0.994, Base Lr: 6.35e-03
2024-05-10 16:39:47 transreid.train INFO: Epoch[36] Iter[160/186] Loss: 0.062, Acc: 0.994, Base Lr: 6.35e-03
2024-05-10 16:39:56 transreid.train INFO: Epoch[36] Iter[170/186] Loss: 0.061, Acc: 0.994, Base Lr: 6.35e-03
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2024-05-10 16:40:08 transreid.train INFO: Epoch 36 done. Time per epoch: 166.096[s] Speed: 70.9[samples/s]
2024-05-10 16:40:18 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.096, Acc: 0.988, Base Lr: 6.27e-03
2024-05-10 16:40:27 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 0.077, Acc: 0.991, Base Lr: 6.27e-03
2024-05-10 16:40:36 transreid.train INFO: Epoch[37] Iter[30/186] Loss: 0.075, Acc: 0.992, Base Lr: 6.27e-03
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2024-05-10 16:40:54 transreid.train INFO: Epoch[37] Iter[50/186] Loss: 0.067, Acc: 0.993, Base Lr: 6.27e-03
2024-05-10 16:41:03 transreid.train INFO: Epoch[37] Iter[60/186] Loss: 0.068, Acc: 0.993, Base Lr: 6.27e-03
2024-05-10 16:41:12 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.067, Acc: 0.993, Base Lr: 6.27e-03
2024-05-10 16:41:21 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.069, Acc: 0.992, Base Lr: 6.27e-03
2024-05-10 16:41:30 transreid.train INFO: Epoch[37] Iter[90/186] Loss: 0.068, Acc: 0.992, Base Lr: 6.27e-03
2024-05-10 16:41:38 transreid.train INFO: Epoch[37] Iter[100/186] Loss: 0.068, Acc: 0.992, Base Lr: 6.27e-03
2024-05-10 16:41:48 transreid.train INFO: Epoch[37] Iter[110/186] Loss: 0.065, Acc: 0.993, Base Lr: 6.27e-03
2024-05-10 16:41:57 transreid.train INFO: Epoch[37] Iter[120/186] Loss: 0.063, Acc: 0.993, Base Lr: 6.27e-03
2024-05-10 16:42:06 transreid.train INFO: Epoch[37] Iter[130/186] Loss: 0.062, Acc: 0.993, Base Lr: 6.27e-03
2024-05-10 16:42:15 transreid.train INFO: Epoch[37] Iter[140/186] Loss: 0.062, Acc: 0.993, Base Lr: 6.27e-03
2024-05-10 16:42:24 transreid.train INFO: Epoch[37] Iter[150/186] Loss: 0.062, Acc: 0.993, Base Lr: 6.27e-03
2024-05-10 16:42:33 transreid.train INFO: Epoch[37] Iter[160/186] Loss: 0.060, Acc: 0.993, Base Lr: 6.27e-03
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2024-05-10 16:42:55 transreid.train INFO: Epoch 37 done. Time per epoch: 166.464[s] Speed: 70.7[samples/s]
2024-05-10 16:43:04 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.074, Acc: 0.994, Base Lr: 6.18e-03
2024-05-10 16:43:13 transreid.train INFO: Epoch[38] Iter[20/186] Loss: 0.067, Acc: 0.994, Base Lr: 6.18e-03
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2024-05-10 16:43:59 transreid.train INFO: Epoch[38] Iter[70/186] Loss: 0.063, Acc: 0.994, Base Lr: 6.18e-03
2024-05-10 16:44:08 transreid.train INFO: Epoch[38] Iter[80/186] Loss: 0.063, Acc: 0.993, Base Lr: 6.18e-03
2024-05-10 16:44:17 transreid.train INFO: Epoch[38] Iter[90/186] Loss: 0.062, Acc: 0.994, Base Lr: 6.18e-03
2024-05-10 16:44:26 transreid.train INFO: Epoch[38] Iter[100/186] Loss: 0.063, Acc: 0.993, Base Lr: 6.18e-03
2024-05-10 16:44:34 transreid.train INFO: Epoch[38] Iter[110/186] Loss: 0.064, Acc: 0.992, Base Lr: 6.18e-03
2024-05-10 16:44:43 transreid.train INFO: Epoch[38] Iter[120/186] Loss: 0.063, Acc: 0.992, Base Lr: 6.18e-03
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2024-05-10 16:45:10 transreid.train INFO: Epoch[38] Iter[150/186] Loss: 0.060, Acc: 0.993, Base Lr: 6.18e-03
2024-05-10 16:45:19 transreid.train INFO: Epoch[38] Iter[160/186] Loss: 0.058, Acc: 0.993, Base Lr: 6.18e-03
2024-05-10 16:45:29 transreid.train INFO: Epoch[38] Iter[170/186] Loss: 0.058, Acc: 0.993, Base Lr: 6.18e-03
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2024-05-10 16:45:40 transreid.train INFO: Epoch 38 done. Time per epoch: 165.643[s] Speed: 70.7[samples/s]
2024-05-10 16:45:50 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.081, Acc: 0.992, Base Lr: 6.09e-03
2024-05-10 16:45:59 transreid.train INFO: Epoch[39] Iter[20/186] Loss: 0.081, Acc: 0.992, Base Lr: 6.09e-03
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2024-05-10 16:46:44 transreid.train INFO: Epoch[39] Iter[70/186] Loss: 0.070, Acc: 0.992, Base Lr: 6.09e-03
2024-05-10 16:46:53 transreid.train INFO: Epoch[39] Iter[80/186] Loss: 0.067, Acc: 0.993, Base Lr: 6.09e-03
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2024-05-10 16:47:11 transreid.train INFO: Epoch[39] Iter[100/186] Loss: 0.066, Acc: 0.993, Base Lr: 6.09e-03
2024-05-10 16:47:20 transreid.train INFO: Epoch[39] Iter[110/186] Loss: 0.065, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 16:47:29 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.063, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 16:47:38 transreid.train INFO: Epoch[39] Iter[130/186] Loss: 0.062, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 16:47:47 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.060, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 16:47:56 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.059, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 16:48:05 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.058, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 16:48:14 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.058, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 16:48:23 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.057, Acc: 0.994, Base Lr: 6.09e-03
2024-05-10 16:48:26 transreid.train INFO: Epoch 39 done. Time per epoch: 165.379[s] Speed: 70.8[samples/s]
2024-05-10 16:48:35 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.107, Acc: 0.992, Base Lr: 6.00e-03
2024-05-10 16:48:44 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.085, Acc: 0.992, Base Lr: 6.00e-03
2024-05-10 16:48:53 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.077, Acc: 0.992, Base Lr: 6.00e-03
2024-05-10 16:49:02 transreid.train INFO: Epoch[40] Iter[40/186] Loss: 0.075, Acc: 0.993, Base Lr: 6.00e-03
2024-05-10 16:49:11 transreid.train INFO: Epoch[40] Iter[50/186] Loss: 0.077, Acc: 0.993, Base Lr: 6.00e-03
2024-05-10 16:49:20 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.075, Acc: 0.992, Base Lr: 6.00e-03
2024-05-10 16:49:29 transreid.train INFO: Epoch[40] Iter[70/186] Loss: 0.072, Acc: 0.993, Base Lr: 6.00e-03
2024-05-10 16:49:38 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.070, Acc: 0.993, Base Lr: 6.00e-03
2024-05-10 16:49:47 transreid.train INFO: Epoch[40] Iter[90/186] Loss: 0.069, Acc: 0.993, Base Lr: 6.00e-03
2024-05-10 16:49:56 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.067, Acc: 0.993, Base Lr: 6.00e-03
2024-05-10 16:50:05 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.067, Acc: 0.993, Base Lr: 6.00e-03
2024-05-10 16:50:14 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.066, Acc: 0.993, Base Lr: 6.00e-03
2024-05-10 16:50:23 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.066, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:50:32 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.065, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:50:41 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.066, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:50:51 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.064, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:51:00 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.062, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:51:09 transreid.train INFO: Epoch[40] Iter[180/186] Loss: 0.060, Acc: 0.994, Base Lr: 6.00e-03
2024-05-10 16:51:11 transreid.train INFO: Epoch 40 done. Time per epoch: 165.661[s] Speed: 70.7[samples/s]
2024-05-10 16:52:46 transreid.train INFO: Validation Results - Epoch: 40
2024-05-10 16:52:46 transreid.train INFO: mAP: 82.2%
2024-05-10 16:52:46 transreid.train INFO: CMC curve, Rank-1  :92.3%
2024-05-10 16:52:46 transreid.train INFO: CMC curve, Rank-5  :97.7%
2024-05-10 16:52:46 transreid.train INFO: CMC curve, Rank-10 :98.7%
2024-05-10 16:52:55 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.058, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 16:53:04 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.068, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 16:53:13 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.063, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 16:53:22 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.060, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 16:53:31 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.061, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 16:53:40 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.057, Acc: 0.995, Base Lr: 5.91e-03
2024-05-10 16:53:49 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.061, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 16:53:58 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.059, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 16:54:07 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.056, Acc: 0.994, Base Lr: 5.91e-03
2024-05-10 16:54:16 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.055, Acc: 0.995, Base Lr: 5.91e-03
2024-05-10 16:54:25 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.054, Acc: 0.995, Base Lr: 5.91e-03
2024-05-10 16:54:34 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.91e-03
2024-05-10 16:54:43 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.050, Acc: 0.995, Base Lr: 5.91e-03
2024-05-10 16:54:52 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.050, Acc: 0.995, Base Lr: 5.91e-03
2024-05-10 16:55:01 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.048, Acc: 0.995, Base Lr: 5.91e-03
2024-05-10 16:55:10 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.048, Acc: 0.995, Base Lr: 5.91e-03
2024-05-10 16:55:19 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.046, Acc: 0.995, Base Lr: 5.91e-03
2024-05-10 16:55:28 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.045, Acc: 0.995, Base Lr: 5.91e-03
2024-05-10 16:55:31 transreid.train INFO: Epoch 41 done. Time per epoch: 165.241[s] Speed: 71.3[samples/s]
2024-05-10 16:55:41 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.067, Acc: 0.992, Base Lr: 5.82e-03
2024-05-10 16:55:50 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.080, Acc: 0.991, Base Lr: 5.82e-03
2024-05-10 16:55:59 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.072, Acc: 0.992, Base Lr: 5.82e-03
2024-05-10 16:56:08 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.070, Acc: 0.992, Base Lr: 5.82e-03
2024-05-10 16:56:17 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.071, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 16:56:26 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.065, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 16:56:35 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.066, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 16:56:44 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.064, Acc: 0.993, Base Lr: 5.82e-03
2024-05-10 16:56:54 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.060, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:57:03 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.059, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:57:11 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.059, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:57:21 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.057, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:57:30 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.057, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:57:39 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.056, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:57:48 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.054, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:57:57 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.053, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:58:06 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.052, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:58:15 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.051, Acc: 0.994, Base Lr: 5.82e-03
2024-05-10 16:58:19 transreid.train INFO: Epoch 42 done. Time per epoch: 167.410[s] Speed: 70.3[samples/s]
2024-05-10 16:58:28 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.076, Acc: 0.991, Base Lr: 5.73e-03
2024-05-10 16:58:37 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.069, Acc: 0.991, Base Lr: 5.73e-03
2024-05-10 16:58:46 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.064, Acc: 0.993, Base Lr: 5.73e-03
2024-05-10 16:58:55 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.057, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 16:59:04 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.061, Acc: 0.993, Base Lr: 5.73e-03
2024-05-10 16:59:13 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.058, Acc: 0.994, Base Lr: 5.73e-03
2024-05-10 16:59:22 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.059, Acc: 0.994, Base Lr: 5.73e-03
2024-05-10 16:59:31 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.058, Acc: 0.994, Base Lr: 5.73e-03
2024-05-10 16:59:40 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.056, Acc: 0.994, Base Lr: 5.73e-03
2024-05-10 16:59:49 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.054, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 16:59:58 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.053, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 17:00:07 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 17:00:16 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.051, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 17:00:25 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.051, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 17:00:34 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.050, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 17:00:43 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.048, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 17:00:52 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.048, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 17:01:01 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.046, Acc: 0.995, Base Lr: 5.73e-03
2024-05-10 17:01:05 transreid.train INFO: Epoch 43 done. Time per epoch: 166.303[s] Speed: 70.8[samples/s]
2024-05-10 17:01:15 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.061, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 17:01:24 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:01:33 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.051, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:01:42 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.055, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 17:01:50 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.053, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 17:01:59 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 17:02:08 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.051, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:02:17 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:02:27 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:02:35 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:02:44 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.047, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 17:02:53 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:03:03 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:03:11 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.044, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:03:21 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.044, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:03:29 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.044, Acc: 0.996, Base Lr: 5.63e-03
2024-05-10 17:03:38 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.046, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 17:03:47 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.045, Acc: 0.995, Base Lr: 5.63e-03
2024-05-10 17:03:51 transreid.train INFO: Epoch 44 done. Time per epoch: 165.919[s] Speed: 71.0[samples/s]
2024-05-10 17:04:01 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.057, Acc: 0.992, Base Lr: 5.54e-03
2024-05-10 17:04:10 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.053, Acc: 0.994, Base Lr: 5.54e-03
2024-05-10 17:04:19 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.051, Acc: 0.994, Base Lr: 5.54e-03
2024-05-10 17:04:28 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.050, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 17:04:37 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.053, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 17:04:46 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 17:04:55 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.051, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 17:05:04 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.051, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 17:05:13 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.050, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 17:05:22 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.048, Acc: 0.995, Base Lr: 5.54e-03
2024-05-10 17:05:31 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 17:05:40 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.045, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 17:05:49 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.044, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 17:05:58 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.043, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 17:06:07 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.041, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 17:06:16 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.041, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 17:06:25 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.040, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 17:06:34 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.039, Acc: 0.996, Base Lr: 5.54e-03
2024-05-10 17:06:37 transreid.train INFO: Epoch 45 done. Time per epoch: 166.126[s] Speed: 70.5[samples/s]
2024-05-10 17:06:47 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.036, Acc: 0.995, Base Lr: 5.44e-03
2024-05-10 17:06:56 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.038, Acc: 0.997, Base Lr: 5.44e-03
2024-05-10 17:07:05 transreid.train INFO: Epoch[46] Iter[30/186] Loss: 0.043, Acc: 0.994, Base Lr: 5.44e-03
2024-05-10 17:07:14 transreid.train INFO: Epoch[46] Iter[40/186] Loss: 0.041, Acc: 0.995, Base Lr: 5.44e-03
2024-05-10 17:07:23 transreid.train INFO: Epoch[46] Iter[50/186] Loss: 0.040, Acc: 0.995, Base Lr: 5.44e-03
2024-05-10 17:07:32 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.039, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:07:41 transreid.train INFO: Epoch[46] Iter[70/186] Loss: 0.039, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:07:50 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.039, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:07:59 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.038, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:08:08 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.039, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:08:17 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.038, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:08:26 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.037, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:08:35 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.038, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:08:44 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.037, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:08:53 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.036, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:09:03 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.035, Acc: 0.996, Base Lr: 5.44e-03
2024-05-10 17:09:11 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.035, Acc: 0.997, Base Lr: 5.44e-03
2024-05-10 17:09:21 transreid.train INFO: Epoch[46] Iter[180/186] Loss: 0.035, Acc: 0.997, Base Lr: 5.44e-03
2024-05-10 17:09:23 transreid.train INFO: Epoch 46 done. Time per epoch: 166.363[s] Speed: 70.4[samples/s]
2024-05-10 17:09:33 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.063, Acc: 0.994, Base Lr: 5.34e-03
2024-05-10 17:09:42 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.065, Acc: 0.993, Base Lr: 5.34e-03
2024-05-10 17:09:51 transreid.train INFO: Epoch[47] Iter[30/186] Loss: 0.057, Acc: 0.994, Base Lr: 5.34e-03
2024-05-10 17:10:00 transreid.train INFO: Epoch[47] Iter[40/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.34e-03
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2024-05-10 17:10:18 transreid.train INFO: Epoch[47] Iter[60/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.34e-03
2024-05-10 17:10:27 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.048, Acc: 0.995, Base Lr: 5.34e-03
2024-05-10 17:10:36 transreid.train INFO: Epoch[47] Iter[80/186] Loss: 0.046, Acc: 0.995, Base Lr: 5.34e-03
2024-05-10 17:10:45 transreid.train INFO: Epoch[47] Iter[90/186] Loss: 0.046, Acc: 0.995, Base Lr: 5.34e-03
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2024-05-10 17:12:10 transreid.train INFO: Epoch 47 done. Time per epoch: 166.436[s] Speed: 70.8[samples/s]
2024-05-10 17:12:20 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.046, Acc: 0.995, Base Lr: 5.24e-03
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2024-05-10 17:14:57 transreid.train INFO: Epoch 48 done. Time per epoch: 167.245[s] Speed: 70.4[samples/s]
2024-05-10 17:15:07 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.033, Acc: 0.998, Base Lr: 5.14e-03
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2024-05-10 17:17:42 transreid.train INFO: Epoch 49 done. Time per epoch: 164.567[s] Speed: 71.2[samples/s]
2024-05-10 17:17:51 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.037, Acc: 0.997, Base Lr: 5.04e-03
2024-05-10 17:18:01 transreid.train INFO: Epoch[50] Iter[20/186] Loss: 0.043, Acc: 0.998, Base Lr: 5.04e-03
2024-05-10 17:18:10 transreid.train INFO: Epoch[50] Iter[30/186] Loss: 0.042, Acc: 0.997, Base Lr: 5.04e-03
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2024-05-10 17:18:37 transreid.train INFO: Epoch[50] Iter[60/186] Loss: 0.039, Acc: 0.998, Base Lr: 5.04e-03
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2024-05-10 17:18:55 transreid.train INFO: Epoch[50] Iter[80/186] Loss: 0.036, Acc: 0.998, Base Lr: 5.04e-03
2024-05-10 17:19:04 transreid.train INFO: Epoch[50] Iter[90/186] Loss: 0.036, Acc: 0.998, Base Lr: 5.04e-03
2024-05-10 17:19:13 transreid.train INFO: Epoch[50] Iter[100/186] Loss: 0.036, Acc: 0.998, Base Lr: 5.04e-03
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2024-05-10 17:19:58 transreid.train INFO: Epoch[50] Iter[150/186] Loss: 0.031, Acc: 0.998, Base Lr: 5.04e-03
2024-05-10 17:20:07 transreid.train INFO: Epoch[50] Iter[160/186] Loss: 0.032, Acc: 0.998, Base Lr: 5.04e-03
2024-05-10 17:20:16 transreid.train INFO: Epoch[50] Iter[170/186] Loss: 0.031, Acc: 0.998, Base Lr: 5.04e-03
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2024-05-10 17:20:29 transreid.train INFO: Epoch 50 done. Time per epoch: 167.173[s] Speed: 70.4[samples/s]
2024-05-10 17:20:39 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.038, Acc: 0.995, Base Lr: 4.94e-03
2024-05-10 17:20:48 transreid.train INFO: Epoch[51] Iter[20/186] Loss: 0.042, Acc: 0.994, Base Lr: 4.94e-03
2024-05-10 17:20:56 transreid.train INFO: Epoch[51] Iter[30/186] Loss: 0.038, Acc: 0.995, Base Lr: 4.94e-03
2024-05-10 17:21:05 transreid.train INFO: Epoch[51] Iter[40/186] Loss: 0.042, Acc: 0.995, Base Lr: 4.94e-03
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2024-05-10 17:21:24 transreid.train INFO: Epoch[51] Iter[60/186] Loss: 0.042, Acc: 0.995, Base Lr: 4.94e-03
2024-05-10 17:21:33 transreid.train INFO: Epoch[51] Iter[70/186] Loss: 0.040, Acc: 0.995, Base Lr: 4.94e-03
2024-05-10 17:21:42 transreid.train INFO: Epoch[51] Iter[80/186] Loss: 0.038, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 17:21:50 transreid.train INFO: Epoch[51] Iter[90/186] Loss: 0.036, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 17:21:59 transreid.train INFO: Epoch[51] Iter[100/186] Loss: 0.036, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 17:22:08 transreid.train INFO: Epoch[51] Iter[110/186] Loss: 0.037, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 17:22:17 transreid.train INFO: Epoch[51] Iter[120/186] Loss: 0.036, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 17:22:26 transreid.train INFO: Epoch[51] Iter[130/186] Loss: 0.035, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 17:22:35 transreid.train INFO: Epoch[51] Iter[140/186] Loss: 0.035, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 17:22:44 transreid.train INFO: Epoch[51] Iter[150/186] Loss: 0.034, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 17:22:53 transreid.train INFO: Epoch[51] Iter[160/186] Loss: 0.034, Acc: 0.996, Base Lr: 4.94e-03
2024-05-10 17:23:02 transreid.train INFO: Epoch[51] Iter[170/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.94e-03
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2024-05-10 17:23:15 transreid.train INFO: Epoch 51 done. Time per epoch: 166.453[s] Speed: 70.7[samples/s]
2024-05-10 17:23:25 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.046, Acc: 0.994, Base Lr: 4.84e-03
2024-05-10 17:23:34 transreid.train INFO: Epoch[52] Iter[20/186] Loss: 0.042, Acc: 0.995, Base Lr: 4.84e-03
2024-05-10 17:23:43 transreid.train INFO: Epoch[52] Iter[30/186] Loss: 0.037, Acc: 0.996, Base Lr: 4.84e-03
2024-05-10 17:23:52 transreid.train INFO: Epoch[52] Iter[40/186] Loss: 0.034, Acc: 0.996, Base Lr: 4.84e-03
2024-05-10 17:24:01 transreid.train INFO: Epoch[52] Iter[50/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.84e-03
2024-05-10 17:24:10 transreid.train INFO: Epoch[52] Iter[60/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.84e-03
2024-05-10 17:24:19 transreid.train INFO: Epoch[52] Iter[70/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.84e-03
2024-05-10 17:24:28 transreid.train INFO: Epoch[52] Iter[80/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.84e-03
2024-05-10 17:24:37 transreid.train INFO: Epoch[52] Iter[90/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.84e-03
2024-05-10 17:24:46 transreid.train INFO: Epoch[52] Iter[100/186] Loss: 0.031, Acc: 0.998, Base Lr: 4.84e-03
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2024-05-10 17:25:31 transreid.train INFO: Epoch[52] Iter[150/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.84e-03
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2024-05-10 17:26:02 transreid.train INFO: Epoch 52 done. Time per epoch: 167.100[s] Speed: 70.5[samples/s]
2024-05-10 17:26:12 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.047, Acc: 0.997, Base Lr: 4.74e-03
2024-05-10 17:26:21 transreid.train INFO: Epoch[53] Iter[20/186] Loss: 0.038, Acc: 0.998, Base Lr: 4.74e-03
2024-05-10 17:26:30 transreid.train INFO: Epoch[53] Iter[30/186] Loss: 0.039, Acc: 0.998, Base Lr: 4.74e-03
2024-05-10 17:26:39 transreid.train INFO: Epoch[53] Iter[40/186] Loss: 0.044, Acc: 0.997, Base Lr: 4.74e-03
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2024-05-10 17:26:57 transreid.train INFO: Epoch[53] Iter[60/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.74e-03
2024-05-10 17:27:06 transreid.train INFO: Epoch[53] Iter[70/186] Loss: 0.037, Acc: 0.998, Base Lr: 4.74e-03
2024-05-10 17:27:15 transreid.train INFO: Epoch[53] Iter[80/186] Loss: 0.036, Acc: 0.998, Base Lr: 4.74e-03
2024-05-10 17:27:23 transreid.train INFO: Epoch[53] Iter[90/186] Loss: 0.035, Acc: 0.998, Base Lr: 4.74e-03
2024-05-10 17:27:33 transreid.train INFO: Epoch[53] Iter[100/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.74e-03
2024-05-10 17:27:42 transreid.train INFO: Epoch[53] Iter[110/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.74e-03
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2024-05-10 17:28:00 transreid.train INFO: Epoch[53] Iter[130/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.74e-03
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2024-05-10 17:28:18 transreid.train INFO: Epoch[53] Iter[150/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.74e-03
2024-05-10 17:28:27 transreid.train INFO: Epoch[53] Iter[160/186] Loss: 0.031, Acc: 0.998, Base Lr: 4.74e-03
2024-05-10 17:28:36 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 17:28:49 transreid.train INFO: Epoch 53 done. Time per epoch: 166.248[s] Speed: 70.8[samples/s]
2024-05-10 17:28:58 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.053, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:29:07 transreid.train INFO: Epoch[54] Iter[20/186] Loss: 0.044, Acc: 0.998, Base Lr: 4.63e-03
2024-05-10 17:29:16 transreid.train INFO: Epoch[54] Iter[30/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:29:25 transreid.train INFO: Epoch[54] Iter[40/186] Loss: 0.041, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 17:29:34 transreid.train INFO: Epoch[54] Iter[50/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:29:43 transreid.train INFO: Epoch[54] Iter[60/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:29:52 transreid.train INFO: Epoch[54] Iter[70/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:30:01 transreid.train INFO: Epoch[54] Iter[80/186] Loss: 0.037, Acc: 0.996, Base Lr: 4.63e-03
2024-05-10 17:30:10 transreid.train INFO: Epoch[54] Iter[90/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:30:19 transreid.train INFO: Epoch[54] Iter[100/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:30:28 transreid.train INFO: Epoch[54] Iter[110/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:30:37 transreid.train INFO: Epoch[54] Iter[120/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:30:47 transreid.train INFO: Epoch[54] Iter[130/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:30:55 transreid.train INFO: Epoch[54] Iter[140/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:31:04 transreid.train INFO: Epoch[54] Iter[150/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:31:13 transreid.train INFO: Epoch[54] Iter[160/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.63e-03
2024-05-10 17:31:22 transreid.train INFO: Epoch[54] Iter[170/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.63e-03
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2024-05-10 17:31:35 transreid.train INFO: Epoch 54 done. Time per epoch: 166.653[s] Speed: 70.7[samples/s]
2024-05-10 17:31:45 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.53e-03
2024-05-10 17:31:54 transreid.train INFO: Epoch[55] Iter[20/186] Loss: 0.035, Acc: 0.998, Base Lr: 4.53e-03
2024-05-10 17:32:03 transreid.train INFO: Epoch[55] Iter[30/186] Loss: 0.039, Acc: 0.997, Base Lr: 4.53e-03
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2024-05-10 17:32:30 transreid.train INFO: Epoch[55] Iter[60/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.53e-03
2024-05-10 17:32:39 transreid.train INFO: Epoch[55] Iter[70/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.53e-03
2024-05-10 17:32:48 transreid.train INFO: Epoch[55] Iter[80/186] Loss: 0.031, Acc: 0.998, Base Lr: 4.53e-03
2024-05-10 17:32:57 transreid.train INFO: Epoch[55] Iter[90/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.53e-03
2024-05-10 17:33:06 transreid.train INFO: Epoch[55] Iter[100/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.53e-03
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2024-05-10 17:34:00 transreid.train INFO: Epoch[55] Iter[160/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.53e-03
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2024-05-10 17:34:21 transreid.train INFO: Epoch 55 done. Time per epoch: 166.232[s] Speed: 70.5[samples/s]
2024-05-10 17:34:31 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.047, Acc: 0.994, Base Lr: 4.43e-03
2024-05-10 17:34:40 transreid.train INFO: Epoch[56] Iter[20/186] Loss: 0.041, Acc: 0.995, Base Lr: 4.43e-03
2024-05-10 17:34:49 transreid.train INFO: Epoch[56] Iter[30/186] Loss: 0.037, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 17:34:58 transreid.train INFO: Epoch[56] Iter[40/186] Loss: 0.038, Acc: 0.995, Base Lr: 4.43e-03
2024-05-10 17:35:07 transreid.train INFO: Epoch[56] Iter[50/186] Loss: 0.039, Acc: 0.995, Base Lr: 4.43e-03
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2024-05-10 17:35:34 transreid.train INFO: Epoch[56] Iter[80/186] Loss: 0.037, Acc: 0.996, Base Lr: 4.43e-03
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2024-05-10 17:35:52 transreid.train INFO: Epoch[56] Iter[100/186] Loss: 0.033, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 17:36:01 transreid.train INFO: Epoch[56] Iter[110/186] Loss: 0.033, Acc: 0.996, Base Lr: 4.43e-03
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2024-05-10 17:36:28 transreid.train INFO: Epoch[56] Iter[140/186] Loss: 0.033, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 17:36:37 transreid.train INFO: Epoch[56] Iter[150/186] Loss: 0.031, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 17:36:46 transreid.train INFO: Epoch[56] Iter[160/186] Loss: 0.031, Acc: 0.996, Base Lr: 4.43e-03
2024-05-10 17:36:55 transreid.train INFO: Epoch[56] Iter[170/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 17:37:04 transreid.train INFO: Epoch[56] Iter[180/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.43e-03
2024-05-10 17:37:07 transreid.train INFO: Epoch 56 done. Time per epoch: 165.232[s] Speed: 70.9[samples/s]
2024-05-10 17:37:16 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.051, Acc: 0.995, Base Lr: 4.32e-03
2024-05-10 17:37:26 transreid.train INFO: Epoch[57] Iter[20/186] Loss: 0.053, Acc: 0.996, Base Lr: 4.32e-03
2024-05-10 17:37:35 transreid.train INFO: Epoch[57] Iter[30/186] Loss: 0.048, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:37:44 transreid.train INFO: Epoch[57] Iter[40/186] Loss: 0.041, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:37:53 transreid.train INFO: Epoch[57] Iter[50/186] Loss: 0.040, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:38:02 transreid.train INFO: Epoch[57] Iter[60/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:38:11 transreid.train INFO: Epoch[57] Iter[70/186] Loss: 0.037, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:38:20 transreid.train INFO: Epoch[57] Iter[80/186] Loss: 0.035, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:38:29 transreid.train INFO: Epoch[57] Iter[90/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.32e-03
2024-05-10 17:38:38 transreid.train INFO: Epoch[57] Iter[100/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.32e-03
2024-05-10 17:38:47 transreid.train INFO: Epoch[57] Iter[110/186] Loss: 0.031, Acc: 0.998, Base Lr: 4.32e-03
2024-05-10 17:38:56 transreid.train INFO: Epoch[57] Iter[120/186] Loss: 0.030, Acc: 0.998, Base Lr: 4.32e-03
2024-05-10 17:39:05 transreid.train INFO: Epoch[57] Iter[130/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:39:14 transreid.train INFO: Epoch[57] Iter[140/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:39:23 transreid.train INFO: Epoch[57] Iter[150/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:39:33 transreid.train INFO: Epoch[57] Iter[160/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:39:42 transreid.train INFO: Epoch[57] Iter[170/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:39:51 transreid.train INFO: Epoch[57] Iter[180/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.32e-03
2024-05-10 17:39:54 transreid.train INFO: Epoch 57 done. Time per epoch: 167.671[s] Speed: 70.2[samples/s]
2024-05-10 17:40:05 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.065, Acc: 0.995, Base Lr: 4.22e-03
2024-05-10 17:40:13 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.042, Acc: 0.998, Base Lr: 4.22e-03
2024-05-10 17:40:23 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:40:31 transreid.train INFO: Epoch[58] Iter[40/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.22e-03
2024-05-10 17:40:41 transreid.train INFO: Epoch[58] Iter[50/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.22e-03
2024-05-10 17:40:50 transreid.train INFO: Epoch[58] Iter[60/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:40:59 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:41:08 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:41:17 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:41:26 transreid.train INFO: Epoch[58] Iter[100/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:41:35 transreid.train INFO: Epoch[58] Iter[110/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:41:44 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.032, Acc: 0.996, Base Lr: 4.22e-03
2024-05-10 17:41:53 transreid.train INFO: Epoch[58] Iter[130/186] Loss: 0.032, Acc: 0.996, Base Lr: 4.22e-03
2024-05-10 17:42:02 transreid.train INFO: Epoch[58] Iter[140/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:42:11 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.030, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:42:20 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:42:29 transreid.train INFO: Epoch[58] Iter[170/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:42:38 transreid.train INFO: Epoch[58] Iter[180/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.22e-03
2024-05-10 17:42:41 transreid.train INFO: Epoch 58 done. Time per epoch: 166.699[s] Speed: 70.3[samples/s]
2024-05-10 17:42:51 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.046, Acc: 0.997, Base Lr: 4.11e-03
2024-05-10 17:43:00 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:43:09 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.034, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:43:18 transreid.train INFO: Epoch[59] Iter[40/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.11e-03
2024-05-10 17:43:27 transreid.train INFO: Epoch[59] Iter[50/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.11e-03
2024-05-10 17:43:36 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.11e-03
2024-05-10 17:43:45 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.030, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:43:54 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:44:03 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:44:12 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:44:21 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:44:30 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:44:38 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:44:47 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.024, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:44:57 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.023, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:45:06 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.023, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:45:14 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.022, Acc: 0.999, Base Lr: 4.11e-03
2024-05-10 17:45:24 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.021, Acc: 0.998, Base Lr: 4.11e-03
2024-05-10 17:45:27 transreid.train INFO: Epoch 59 done. Time per epoch: 166.239[s] Speed: 70.8[samples/s]
2024-05-10 17:45:37 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.027, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 17:45:46 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.031, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 17:45:55 transreid.train INFO: Epoch[60] Iter[30/186] Loss: 0.031, Acc: 0.995, Base Lr: 4.01e-03
2024-05-10 17:46:04 transreid.train INFO: Epoch[60] Iter[40/186] Loss: 0.027, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 17:46:13 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.028, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 17:46:22 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.027, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 17:46:32 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.027, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 17:46:41 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.026, Acc: 0.996, Base Lr: 4.01e-03
2024-05-10 17:46:50 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:46:59 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:47:08 transreid.train INFO: Epoch[60] Iter[110/186] Loss: 0.029, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:47:17 transreid.train INFO: Epoch[60] Iter[120/186] Loss: 0.028, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:47:26 transreid.train INFO: Epoch[60] Iter[130/186] Loss: 0.027, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:47:35 transreid.train INFO: Epoch[60] Iter[140/186] Loss: 0.028, Acc: 0.997, Base Lr: 4.01e-03
2024-05-10 17:47:44 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.01e-03
2024-05-10 17:47:53 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.01e-03
2024-05-10 17:48:02 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.025, Acc: 0.998, Base Lr: 4.01e-03
2024-05-10 17:48:11 transreid.train INFO: Epoch[60] Iter[180/186] Loss: 0.024, Acc: 0.998, Base Lr: 4.01e-03
2024-05-10 17:48:14 transreid.train INFO: Epoch 60 done. Time per epoch: 166.244[s] Speed: 70.5[samples/s]
2024-05-10 17:49:48 transreid.train INFO: Validation Results - Epoch: 60
2024-05-10 17:49:48 transreid.train INFO: mAP: 83.9%
2024-05-10 17:49:48 transreid.train INFO: CMC curve, Rank-1  :93.1%
2024-05-10 17:49:48 transreid.train INFO: CMC curve, Rank-5  :97.5%
2024-05-10 17:49:48 transreid.train INFO: CMC curve, Rank-10 :98.7%
2024-05-10 17:49:58 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.030, Acc: 0.997, Base Lr: 3.90e-03
2024-05-10 17:50:07 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:50:16 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:50:25 transreid.train INFO: Epoch[61] Iter[40/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:50:34 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.026, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:50:43 transreid.train INFO: Epoch[61] Iter[60/186] Loss: 0.026, Acc: 0.997, Base Lr: 3.90e-03
2024-05-10 17:50:52 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.026, Acc: 0.997, Base Lr: 3.90e-03
2024-05-10 17:51:01 transreid.train INFO: Epoch[61] Iter[80/186] Loss: 0.025, Acc: 0.997, Base Lr: 3.90e-03
2024-05-10 17:51:10 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:51:19 transreid.train INFO: Epoch[61] Iter[100/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:51:28 transreid.train INFO: Epoch[61] Iter[110/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:51:37 transreid.train INFO: Epoch[61] Iter[120/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:51:46 transreid.train INFO: Epoch[61] Iter[130/186] Loss: 0.022, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:51:55 transreid.train INFO: Epoch[61] Iter[140/186] Loss: 0.022, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:52:05 transreid.train INFO: Epoch[61] Iter[150/186] Loss: 0.022, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:52:14 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.021, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:52:23 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.021, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:52:32 transreid.train INFO: Epoch[61] Iter[180/186] Loss: 0.020, Acc: 0.998, Base Lr: 3.90e-03
2024-05-10 17:52:35 transreid.train INFO: Epoch 61 done. Time per epoch: 166.647[s] Speed: 70.7[samples/s]
2024-05-10 17:52:45 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.027, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 17:52:54 transreid.train INFO: Epoch[62] Iter[20/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:53:03 transreid.train INFO: Epoch[62] Iter[30/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:53:12 transreid.train INFO: Epoch[62] Iter[40/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:53:21 transreid.train INFO: Epoch[62] Iter[50/186] Loss: 0.028, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:53:30 transreid.train INFO: Epoch[62] Iter[60/186] Loss: 0.030, Acc: 0.997, Base Lr: 3.80e-03
2024-05-10 17:53:40 transreid.train INFO: Epoch[62] Iter[70/186] Loss: 0.028, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:53:49 transreid.train INFO: Epoch[62] Iter[80/186] Loss: 0.028, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:53:58 transreid.train INFO: Epoch[62] Iter[90/186] Loss: 0.028, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:54:07 transreid.train INFO: Epoch[62] Iter[100/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:54:15 transreid.train INFO: Epoch[62] Iter[110/186] Loss: 0.026, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:54:25 transreid.train INFO: Epoch[62] Iter[120/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:54:34 transreid.train INFO: Epoch[62] Iter[130/186] Loss: 0.026, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:54:43 transreid.train INFO: Epoch[62] Iter[140/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:54:52 transreid.train INFO: Epoch[62] Iter[150/186] Loss: 0.025, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:55:01 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:55:10 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:55:19 transreid.train INFO: Epoch[62] Iter[180/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.80e-03
2024-05-10 17:55:22 transreid.train INFO: Epoch 62 done. Time per epoch: 166.559[s] Speed: 70.3[samples/s]
2024-05-10 17:55:31 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.023, Acc: 0.997, Base Lr: 3.69e-03
2024-05-10 17:55:40 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.020, Acc: 0.998, Base Lr: 3.69e-03
2024-05-10 17:55:50 transreid.train INFO: Epoch[63] Iter[30/186] Loss: 0.021, Acc: 0.998, Base Lr: 3.69e-03
2024-05-10 17:55:59 transreid.train INFO: Epoch[63] Iter[40/186] Loss: 0.021, Acc: 0.998, Base Lr: 3.69e-03
2024-05-10 17:56:08 transreid.train INFO: Epoch[63] Iter[50/186] Loss: 0.021, Acc: 0.998, Base Lr: 3.69e-03
2024-05-10 17:56:17 transreid.train INFO: Epoch[63] Iter[60/186] Loss: 0.021, Acc: 0.998, Base Lr: 3.69e-03
2024-05-10 17:56:26 transreid.train INFO: Epoch[63] Iter[70/186] Loss: 0.022, Acc: 0.998, Base Lr: 3.69e-03
2024-05-10 17:56:35 transreid.train INFO: Epoch[63] Iter[80/186] Loss: 0.025, Acc: 0.997, Base Lr: 3.69e-03
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2024-05-10 17:58:08 transreid.train INFO: Epoch 63 done. Time per epoch: 165.889[s] Speed: 70.6[samples/s]
2024-05-10 17:58:18 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.025, Acc: 1.000, Base Lr: 3.59e-03
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2024-05-10 18:00:53 transreid.train INFO: Epoch 64 done. Time per epoch: 165.500[s] Speed: 70.8[samples/s]
2024-05-10 18:01:03 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.031, Acc: 0.995, Base Lr: 3.49e-03
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2024-05-10 18:03:40 transreid.train INFO: Epoch 65 done. Time per epoch: 166.944[s] Speed: 70.5[samples/s]
2024-05-10 18:03:50 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.019, Acc: 0.998, Base Lr: 3.38e-03
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2024-05-10 18:04:08 transreid.train INFO: Epoch[66] Iter[30/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.38e-03
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2024-05-10 18:04:53 transreid.train INFO: Epoch[66] Iter[80/186] Loss: 0.027, Acc: 0.997, Base Lr: 3.38e-03
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2024-05-10 18:05:56 transreid.train INFO: Epoch[66] Iter[150/186] Loss: 0.026, Acc: 0.998, Base Lr: 3.38e-03
2024-05-10 18:06:05 transreid.train INFO: Epoch[66] Iter[160/186] Loss: 0.026, Acc: 0.998, Base Lr: 3.38e-03
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2024-05-10 18:06:26 transreid.train INFO: Epoch 66 done. Time per epoch: 165.579[s] Speed: 70.7[samples/s]
2024-05-10 18:06:35 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.028, Acc: 0.997, Base Lr: 3.28e-03
2024-05-10 18:06:44 transreid.train INFO: Epoch[67] Iter[20/186] Loss: 0.034, Acc: 0.995, Base Lr: 3.28e-03
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2024-05-10 18:07:39 transreid.train INFO: Epoch[67] Iter[80/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.28e-03
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2024-05-10 18:07:56 transreid.train INFO: Epoch[67] Iter[100/186] Loss: 0.023, Acc: 0.998, Base Lr: 3.28e-03
2024-05-10 18:08:05 transreid.train INFO: Epoch[67] Iter[110/186] Loss: 0.022, Acc: 0.998, Base Lr: 3.28e-03
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2024-05-10 18:08:42 transreid.train INFO: Epoch[67] Iter[150/186] Loss: 0.022, Acc: 0.998, Base Lr: 3.28e-03
2024-05-10 18:08:51 transreid.train INFO: Epoch[67] Iter[160/186] Loss: 0.021, Acc: 0.998, Base Lr: 3.28e-03
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2024-05-10 18:09:13 transreid.train INFO: Epoch 67 done. Time per epoch: 166.677[s] Speed: 70.7[samples/s]
2024-05-10 18:09:22 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.020, Acc: 1.000, Base Lr: 3.18e-03
2024-05-10 18:09:31 transreid.train INFO: Epoch[68] Iter[20/186] Loss: 0.018, Acc: 1.000, Base Lr: 3.18e-03
2024-05-10 18:09:40 transreid.train INFO: Epoch[68] Iter[30/186] Loss: 0.020, Acc: 0.999, Base Lr: 3.18e-03
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2024-05-10 18:10:16 transreid.train INFO: Epoch[68] Iter[70/186] Loss: 0.020, Acc: 0.999, Base Lr: 3.18e-03
2024-05-10 18:10:25 transreid.train INFO: Epoch[68] Iter[80/186] Loss: 0.020, Acc: 0.999, Base Lr: 3.18e-03
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2024-05-10 18:11:58 transreid.train INFO: Epoch 68 done. Time per epoch: 165.679[s] Speed: 70.7[samples/s]
2024-05-10 18:12:08 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.031, Acc: 0.997, Base Lr: 3.08e-03
2024-05-10 18:12:17 transreid.train INFO: Epoch[69] Iter[20/186] Loss: 0.026, Acc: 0.997, Base Lr: 3.08e-03
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2024-05-10 18:13:02 transreid.train INFO: Epoch[69] Iter[70/186] Loss: 0.026, Acc: 0.997, Base Lr: 3.08e-03
2024-05-10 18:13:11 transreid.train INFO: Epoch[69] Iter[80/186] Loss: 0.024, Acc: 0.998, Base Lr: 3.08e-03
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2024-05-10 18:14:15 transreid.train INFO: Epoch[69] Iter[150/186] Loss: 0.021, Acc: 0.998, Base Lr: 3.08e-03
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2024-05-10 18:14:46 transreid.train INFO: Epoch 69 done. Time per epoch: 167.672[s] Speed: 70.2[samples/s]
2024-05-10 18:14:56 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.023, Acc: 0.998, Base Lr: 2.97e-03
2024-05-10 18:15:05 transreid.train INFO: Epoch[70] Iter[20/186] Loss: 0.020, Acc: 0.999, Base Lr: 2.97e-03
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2024-05-10 18:15:59 transreid.train INFO: Epoch[70] Iter[80/186] Loss: 0.025, Acc: 0.998, Base Lr: 2.97e-03
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2024-05-10 18:17:33 transreid.train INFO: Epoch 70 done. Time per epoch: 166.795[s] Speed: 70.2[samples/s]
2024-05-10 18:17:42 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.022, Acc: 1.000, Base Lr: 2.87e-03
2024-05-10 18:17:51 transreid.train INFO: Epoch[71] Iter[20/186] Loss: 0.028, Acc: 0.998, Base Lr: 2.87e-03
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2024-05-10 18:20:20 transreid.train INFO: Epoch 71 done. Time per epoch: 167.480[s] Speed: 70.3[samples/s]
2024-05-10 18:20:30 transreid.train INFO: Epoch[72] Iter[10/186] Loss: 0.031, Acc: 0.995, Base Lr: 2.77e-03
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2024-05-10 18:23:07 transreid.train INFO: Epoch 72 done. Time per epoch: 166.433[s] Speed: 70.4[samples/s]
2024-05-10 18:23:16 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 18:25:54 transreid.train INFO: Epoch 73 done. Time per epoch: 167.057[s] Speed: 70.1[samples/s]
2024-05-10 18:26:03 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.016, Acc: 1.000, Base Lr: 2.58e-03
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2024-05-10 18:27:07 transreid.train INFO: Epoch[74] Iter[80/186] Loss: 0.023, Acc: 0.998, Base Lr: 2.58e-03
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2024-05-10 18:28:40 transreid.train INFO: Epoch 74 done. Time per epoch: 166.842[s] Speed: 70.2[samples/s]
2024-05-10 18:28:50 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.017, Acc: 1.000, Base Lr: 2.48e-03
2024-05-10 18:28:59 transreid.train INFO: Epoch[75] Iter[20/186] Loss: 0.019, Acc: 0.999, Base Lr: 2.48e-03
2024-05-10 18:29:08 transreid.train INFO: Epoch[75] Iter[30/186] Loss: 0.022, Acc: 0.998, Base Lr: 2.48e-03
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2024-05-10 18:31:06 transreid.train INFO: Epoch[75] Iter[160/186] Loss: 0.018, Acc: 0.998, Base Lr: 2.48e-03
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2024-05-10 18:31:27 transreid.train INFO: Epoch 75 done. Time per epoch: 166.573[s] Speed: 70.3[samples/s]
2024-05-10 18:31:37 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.017, Acc: 1.000, Base Lr: 2.38e-03
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2024-05-10 18:34:02 transreid.train INFO: Epoch[76] Iter[170/186] Loss: 0.019, Acc: 0.998, Base Lr: 2.38e-03
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2024-05-10 18:34:14 transreid.train INFO: Epoch 76 done. Time per epoch: 167.072[s] Speed: 70.1[samples/s]
2024-05-10 18:34:24 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.032, Acc: 0.994, Base Lr: 2.29e-03
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2024-05-10 18:35:27 transreid.train INFO: Epoch[77] Iter[80/186] Loss: 0.022, Acc: 0.998, Base Lr: 2.29e-03
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2024-05-10 18:37:01 transreid.train INFO: Epoch 77 done. Time per epoch: 167.079[s] Speed: 70.1[samples/s]
2024-05-10 18:37:11 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.028, Acc: 0.998, Base Lr: 2.20e-03
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2024-05-10 18:38:14 transreid.train INFO: Epoch[78] Iter[80/186] Loss: 0.019, Acc: 0.999, Base Lr: 2.20e-03
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2024-05-10 18:39:48 transreid.train INFO: Epoch 78 done. Time per epoch: 167.138[s] Speed: 70.1[samples/s]
2024-05-10 18:39:58 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.026, Acc: 0.997, Base Lr: 2.10e-03
2024-05-10 18:40:07 transreid.train INFO: Epoch[79] Iter[20/186] Loss: 0.018, Acc: 0.998, Base Lr: 2.10e-03
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2024-05-10 18:41:19 transreid.train INFO: Epoch[79] Iter[100/186] Loss: 0.020, Acc: 0.998, Base Lr: 2.10e-03
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2024-05-10 18:42:04 transreid.train INFO: Epoch[79] Iter[150/186] Loss: 0.017, Acc: 0.999, Base Lr: 2.10e-03
2024-05-10 18:42:14 transreid.train INFO: Epoch[79] Iter[160/186] Loss: 0.017, Acc: 0.999, Base Lr: 2.10e-03
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2024-05-10 18:42:36 transreid.train INFO: Epoch 79 done. Time per epoch: 167.317[s] Speed: 70.4[samples/s]
2024-05-10 18:42:45 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.022, Acc: 0.997, Base Lr: 2.01e-03
2024-05-10 18:42:54 transreid.train INFO: Epoch[80] Iter[20/186] Loss: 0.019, Acc: 0.998, Base Lr: 2.01e-03
2024-05-10 18:43:04 transreid.train INFO: Epoch[80] Iter[30/186] Loss: 0.018, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-10 18:43:49 transreid.train INFO: Epoch[80] Iter[80/186] Loss: 0.016, Acc: 0.999, Base Lr: 2.01e-03
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2024-05-10 18:44:07 transreid.train INFO: Epoch[80] Iter[100/186] Loss: 0.016, Acc: 0.999, Base Lr: 2.01e-03
2024-05-10 18:44:16 transreid.train INFO: Epoch[80] Iter[110/186] Loss: 0.015, Acc: 0.999, Base Lr: 2.01e-03
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2024-05-10 18:44:52 transreid.train INFO: Epoch[80] Iter[150/186] Loss: 0.015, Acc: 0.999, Base Lr: 2.01e-03
2024-05-10 18:45:02 transreid.train INFO: Epoch[80] Iter[160/186] Loss: 0.014, Acc: 0.999, Base Lr: 2.01e-03
2024-05-10 18:45:10 transreid.train INFO: Epoch[80] Iter[170/186] Loss: 0.014, Acc: 0.999, Base Lr: 2.01e-03
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2024-05-10 18:45:23 transreid.train INFO: Epoch 80 done. Time per epoch: 166.956[s] Speed: 70.2[samples/s]
2024-05-10 18:46:58 transreid.train INFO: Validation Results - Epoch: 80
2024-05-10 18:46:58 transreid.train INFO: mAP: 84.8%
2024-05-10 18:46:58 transreid.train INFO: CMC curve, Rank-1  :93.7%
2024-05-10 18:46:58 transreid.train INFO: CMC curve, Rank-5  :98.0%
2024-05-10 18:46:58 transreid.train INFO: CMC curve, Rank-10 :98.9%
2024-05-10 18:47:08 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.017, Acc: 1.000, Base Lr: 1.92e-03
2024-05-10 18:47:17 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 18:47:26 transreid.train INFO: Epoch[81] Iter[30/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 18:47:35 transreid.train INFO: Epoch[81] Iter[40/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 18:47:44 transreid.train INFO: Epoch[81] Iter[50/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.92e-03
2024-05-10 18:47:53 transreid.train INFO: Epoch[81] Iter[60/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 18:48:02 transreid.train INFO: Epoch[81] Iter[70/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 18:48:11 transreid.train INFO: Epoch[81] Iter[80/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 18:48:20 transreid.train INFO: Epoch[81] Iter[90/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 18:48:29 transreid.train INFO: Epoch[81] Iter[100/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.92e-03
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2024-05-10 18:48:48 transreid.train INFO: Epoch[81] Iter[120/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 18:48:57 transreid.train INFO: Epoch[81] Iter[130/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 18:49:06 transreid.train INFO: Epoch[81] Iter[140/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 18:49:15 transreid.train INFO: Epoch[81] Iter[150/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 18:49:24 transreid.train INFO: Epoch[81] Iter[160/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 18:49:33 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 18:49:43 transreid.train INFO: Epoch[81] Iter[180/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.92e-03
2024-05-10 18:49:48 transreid.train INFO: Epoch 81 done. Time per epoch: 169.401[s] Speed: 69.9[samples/s]
2024-05-10 18:49:57 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.83e-03
2024-05-10 18:50:06 transreid.train INFO: Epoch[82] Iter[20/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:50:15 transreid.train INFO: Epoch[82] Iter[30/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:50:25 transreid.train INFO: Epoch[82] Iter[40/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:50:34 transreid.train INFO: Epoch[82] Iter[50/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:50:43 transreid.train INFO: Epoch[82] Iter[60/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:50:52 transreid.train INFO: Epoch[82] Iter[70/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:51:01 transreid.train INFO: Epoch[82] Iter[80/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:51:10 transreid.train INFO: Epoch[82] Iter[90/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:51:19 transreid.train INFO: Epoch[82] Iter[100/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:51:28 transreid.train INFO: Epoch[82] Iter[110/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:51:37 transreid.train INFO: Epoch[82] Iter[120/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:51:46 transreid.train INFO: Epoch[82] Iter[130/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:51:55 transreid.train INFO: Epoch[82] Iter[140/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:52:04 transreid.train INFO: Epoch[82] Iter[150/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:52:14 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:52:23 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:52:32 transreid.train INFO: Epoch[82] Iter[180/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.83e-03
2024-05-10 18:52:35 transreid.train INFO: Epoch 82 done. Time per epoch: 167.305[s] Speed: 70.0[samples/s]
2024-05-10 18:52:45 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.014, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 18:52:54 transreid.train INFO: Epoch[83] Iter[20/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 18:53:03 transreid.train INFO: Epoch[83] Iter[30/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:53:12 transreid.train INFO: Epoch[83] Iter[40/186] Loss: 0.021, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:53:21 transreid.train INFO: Epoch[83] Iter[50/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.75e-03
2024-05-10 18:53:30 transreid.train INFO: Epoch[83] Iter[60/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:53:39 transreid.train INFO: Epoch[83] Iter[70/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:53:48 transreid.train INFO: Epoch[83] Iter[80/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:53:57 transreid.train INFO: Epoch[83] Iter[90/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:54:07 transreid.train INFO: Epoch[83] Iter[100/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:54:16 transreid.train INFO: Epoch[83] Iter[110/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:54:25 transreid.train INFO: Epoch[83] Iter[120/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:54:34 transreid.train INFO: Epoch[83] Iter[130/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:54:43 transreid.train INFO: Epoch[83] Iter[140/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:54:52 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:55:00 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:55:09 transreid.train INFO: Epoch[83] Iter[170/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:55:19 transreid.train INFO: Epoch[83] Iter[180/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.75e-03
2024-05-10 18:55:23 transreid.train INFO: Epoch 83 done. Time per epoch: 167.986[s] Speed: 70.1[samples/s]
2024-05-10 18:55:32 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.022, Acc: 1.000, Base Lr: 1.66e-03
2024-05-10 18:55:41 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 18:55:50 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.021, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 18:55:59 transreid.train INFO: Epoch[84] Iter[40/186] Loss: 0.021, Acc: 0.997, Base Lr: 1.66e-03
2024-05-10 18:56:09 transreid.train INFO: Epoch[84] Iter[50/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 18:56:18 transreid.train INFO: Epoch[84] Iter[60/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 18:56:27 transreid.train INFO: Epoch[84] Iter[70/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 18:56:36 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 18:56:45 transreid.train INFO: Epoch[84] Iter[90/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 18:56:54 transreid.train INFO: Epoch[84] Iter[100/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 18:57:03 transreid.train INFO: Epoch[84] Iter[110/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.66e-03
2024-05-10 18:57:12 transreid.train INFO: Epoch[84] Iter[120/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 18:57:21 transreid.train INFO: Epoch[84] Iter[130/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 18:57:30 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 18:57:39 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 18:57:48 transreid.train INFO: Epoch[84] Iter[160/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 18:57:57 transreid.train INFO: Epoch[84] Iter[170/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 18:58:06 transreid.train INFO: Epoch[84] Iter[180/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.66e-03
2024-05-10 18:58:09 transreid.train INFO: Epoch 84 done. Time per epoch: 166.333[s] Speed: 70.4[samples/s]
2024-05-10 18:58:19 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 18:58:28 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.58e-03
2024-05-10 18:58:37 transreid.train INFO: Epoch[85] Iter[30/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.58e-03
2024-05-10 18:58:46 transreid.train INFO: Epoch[85] Iter[40/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 18:58:55 transreid.train INFO: Epoch[85] Iter[50/186] Loss: 0.022, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 18:59:05 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 18:59:14 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 18:59:23 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 18:59:32 transreid.train INFO: Epoch[85] Iter[90/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 18:59:41 transreid.train INFO: Epoch[85] Iter[100/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 18:59:49 transreid.train INFO: Epoch[85] Iter[110/186] Loss: 0.017, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 18:59:59 transreid.train INFO: Epoch[85] Iter[120/186] Loss: 0.018, Acc: 0.998, Base Lr: 1.58e-03
2024-05-10 19:00:08 transreid.train INFO: Epoch[85] Iter[130/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.58e-03
2024-05-10 19:00:17 transreid.train INFO: Epoch[85] Iter[140/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.58e-03
2024-05-10 19:00:26 transreid.train INFO: Epoch[85] Iter[150/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.58e-03
2024-05-10 19:00:35 transreid.train INFO: Epoch[85] Iter[160/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.58e-03
2024-05-10 19:00:44 transreid.train INFO: Epoch[85] Iter[170/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.58e-03
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2024-05-10 19:00:56 transreid.train INFO: Epoch 85 done. Time per epoch: 167.031[s] Speed: 70.1[samples/s]
2024-05-10 19:01:06 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.014, Acc: 1.000, Base Lr: 1.50e-03
2024-05-10 19:01:15 transreid.train INFO: Epoch[86] Iter[20/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.50e-03
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2024-05-10 19:02:00 transreid.train INFO: Epoch[86] Iter[70/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:02:09 transreid.train INFO: Epoch[86] Iter[80/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:02:18 transreid.train INFO: Epoch[86] Iter[90/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:02:27 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:02:36 transreid.train INFO: Epoch[86] Iter[110/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:02:45 transreid.train INFO: Epoch[86] Iter[120/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.50e-03
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2024-05-10 19:03:04 transreid.train INFO: Epoch[86] Iter[140/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:03:13 transreid.train INFO: Epoch[86] Iter[150/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:03:22 transreid.train INFO: Epoch[86] Iter[160/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:03:31 transreid.train INFO: Epoch[86] Iter[170/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:03:40 transreid.train INFO: Epoch[86] Iter[180/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.50e-03
2024-05-10 19:03:43 transreid.train INFO: Epoch 86 done. Time per epoch: 166.921[s] Speed: 70.2[samples/s]
2024-05-10 19:03:53 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.014, Acc: 1.000, Base Lr: 1.42e-03
2024-05-10 19:04:02 transreid.train INFO: Epoch[87] Iter[20/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.42e-03
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2024-05-10 19:04:48 transreid.train INFO: Epoch[87] Iter[70/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
2024-05-10 19:04:57 transreid.train INFO: Epoch[87] Iter[80/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.42e-03
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2024-05-10 19:06:30 transreid.train INFO: Epoch 87 done. Time per epoch: 167.027[s] Speed: 70.1[samples/s]
2024-05-10 19:06:40 transreid.train INFO: Epoch[88] Iter[10/186] Loss: 0.024, Acc: 0.998, Base Lr: 1.34e-03
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2024-05-10 19:09:16 transreid.train INFO: Epoch 88 done. Time per epoch: 166.085[s] Speed: 70.5[samples/s]
2024-05-10 19:09:26 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.024, Acc: 0.997, Base Lr: 1.26e-03
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2024-05-10 19:12:03 transreid.train INFO: Epoch 89 done. Time per epoch: 167.057[s] Speed: 70.5[samples/s]
2024-05-10 19:12:13 transreid.train INFO: Epoch[90] Iter[10/186] Loss: 0.020, Acc: 1.000, Base Lr: 1.19e-03
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2024-05-10 19:14:51 transreid.train INFO: Epoch 90 done. Time per epoch: 167.322[s] Speed: 70.0[samples/s]
2024-05-10 19:15:00 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.020, Acc: 0.997, Base Lr: 1.11e-03
2024-05-10 19:15:09 transreid.train INFO: Epoch[91] Iter[20/186] Loss: 0.015, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-10 19:17:07 transreid.train INFO: Epoch[91] Iter[150/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.11e-03
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2024-05-10 19:17:38 transreid.train INFO: Epoch 91 done. Time per epoch: 167.068[s] Speed: 70.1[samples/s]
2024-05-10 19:17:47 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.04e-03
2024-05-10 19:17:57 transreid.train INFO: Epoch[92] Iter[20/186] Loss: 0.025, Acc: 0.997, Base Lr: 1.04e-03
2024-05-10 19:18:05 transreid.train INFO: Epoch[92] Iter[30/186] Loss: 0.025, Acc: 0.996, Base Lr: 1.04e-03
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2024-05-10 19:20:25 transreid.train INFO: Epoch 92 done. Time per epoch: 166.900[s] Speed: 70.2[samples/s]
2024-05-10 19:20:35 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.026, Acc: 0.997, Base Lr: 9.72e-04
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2024-05-10 19:21:38 transreid.train INFO: Epoch[93] Iter[80/186] Loss: 0.018, Acc: 0.998, Base Lr: 9.72e-04
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2024-05-10 19:23:11 transreid.train INFO: Epoch 93 done. Time per epoch: 166.818[s] Speed: 70.2[samples/s]
2024-05-10 19:23:21 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 19:25:59 transreid.train INFO: Epoch 94 done. Time per epoch: 167.618[s] Speed: 69.9[samples/s]
2024-05-10 19:26:09 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.023, Acc: 0.997, Base Lr: 8.41e-04
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2024-05-10 19:28:47 transreid.train INFO: Epoch 95 done. Time per epoch: 168.197[s] Speed: 70.0[samples/s]
2024-05-10 19:28:57 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.019, Acc: 0.998, Base Lr: 7.78e-04
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2024-05-10 19:31:35 transreid.train INFO: Epoch 96 done. Time per epoch: 167.511[s] Speed: 69.9[samples/s]
2024-05-10 19:31:44 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 19:34:00 transreid.train INFO: Epoch[97] Iter[160/186] Loss: 0.013, Acc: 0.999, Base Lr: 7.18e-04
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2024-05-10 19:34:22 transreid.train INFO: Epoch 97 done. Time per epoch: 167.231[s] Speed: 70.4[samples/s]
2024-05-10 19:34:32 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.014, Acc: 1.000, Base Lr: 6.60e-04
2024-05-10 19:34:41 transreid.train INFO: Epoch[98] Iter[20/186] Loss: 0.013, Acc: 0.999, Base Lr: 6.60e-04
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2024-05-10 19:36:03 transreid.train INFO: Epoch[98] Iter[110/186] Loss: 0.012, Acc: 1.000, Base Lr: 6.60e-04
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2024-05-10 19:37:10 transreid.train INFO: Epoch 98 done. Time per epoch: 168.074[s] Speed: 70.1[samples/s]
2024-05-10 19:37:20 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.012, Acc: 1.000, Base Lr: 6.04e-04
2024-05-10 19:37:29 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.016, Acc: 0.999, Base Lr: 6.04e-04
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2024-05-10 19:39:17 transreid.train INFO: Epoch[99] Iter[140/186] Loss: 0.015, Acc: 0.999, Base Lr: 6.04e-04
2024-05-10 19:39:27 transreid.train INFO: Epoch[99] Iter[150/186] Loss: 0.014, Acc: 0.999, Base Lr: 6.04e-04
2024-05-10 19:39:36 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.014, Acc: 0.999, Base Lr: 6.04e-04
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2024-05-10 19:39:57 transreid.train INFO: Epoch 99 done. Time per epoch: 167.180[s] Speed: 70.4[samples/s]
2024-05-10 19:40:07 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.022, Acc: 0.998, Base Lr: 5.51e-04
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2024-05-10 19:41:01 transreid.train INFO: Epoch[100] Iter[70/186] Loss: 0.015, Acc: 0.998, Base Lr: 5.51e-04
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2024-05-10 19:42:44 transreid.train INFO: Epoch 100 done. Time per epoch: 167.226[s] Speed: 70.4[samples/s]
2024-05-10 19:44:19 transreid.train INFO: Validation Results - Epoch: 100
2024-05-10 19:44:19 transreid.train INFO: mAP: 84.8%
2024-05-10 19:44:19 transreid.train INFO: CMC curve, Rank-1  :93.6%
2024-05-10 19:44:19 transreid.train INFO: CMC curve, Rank-5  :98.1%
2024-05-10 19:44:19 transreid.train INFO: CMC curve, Rank-10 :98.7%
2024-05-10 19:44:29 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 5.00e-04
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2024-05-10 19:47:05 transreid.train INFO: Epoch 101 done. Time per epoch: 165.446[s] Speed: 70.8[samples/s]
2024-05-10 19:47:15 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.017, Acc: 0.998, Base Lr: 4.51e-04
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2024-05-10 19:49:51 transreid.train INFO: Epoch 102 done. Time per epoch: 166.065[s] Speed: 70.5[samples/s]
2024-05-10 19:50:01 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.012, Acc: 1.000, Base Lr: 4.05e-04
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2024-05-10 19:52:38 transreid.train INFO: Epoch 103 done. Time per epoch: 167.342[s] Speed: 70.4[samples/s]
2024-05-10 19:52:48 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.016, Acc: 1.000, Base Lr: 3.61e-04
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2024-05-10 19:55:25 transreid.train INFO: Epoch 104 done. Time per epoch: 166.838[s] Speed: 70.6[samples/s]
2024-05-10 19:55:35 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.013, Acc: 0.998, Base Lr: 3.20e-04
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2024-05-10 19:58:12 transreid.train INFO: Epoch 105 done. Time per epoch: 166.575[s] Speed: 70.3[samples/s]
2024-05-10 19:58:22 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.011, Acc: 1.000, Base Lr: 2.81e-04
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2024-05-10 20:00:59 transreid.train INFO: Epoch 106 done. Time per epoch: 167.624[s] Speed: 70.3[samples/s]
2024-05-10 20:01:09 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.010, Acc: 1.000, Base Lr: 2.45e-04
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2024-05-10 20:03:47 transreid.train INFO: Epoch 107 done. Time per epoch: 167.750[s] Speed: 70.2[samples/s]
2024-05-10 20:03:57 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.017, Acc: 0.998, Base Lr: 2.11e-04
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2024-05-10 20:06:35 transreid.train INFO: Epoch 108 done. Time per epoch: 167.866[s] Speed: 70.2[samples/s]
2024-05-10 20:06:45 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.030, Acc: 0.997, Base Lr: 1.80e-04
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2024-05-10 20:09:22 transreid.train INFO: Epoch 109 done. Time per epoch: 166.838[s] Speed: 70.6[samples/s]
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2024-05-10 20:12:09 transreid.train INFO: Epoch 110 done. Time per epoch: 167.076[s] Speed: 70.1[samples/s]
2024-05-10 20:12:19 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 1.26e-04
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2024-05-10 20:14:57 transreid.train INFO: Epoch 111 done. Time per epoch: 168.069[s] Speed: 70.1[samples/s]
2024-05-10 20:15:07 transreid.train INFO: Epoch[112] Iter[10/186] Loss: 0.009, Acc: 1.000, Base Lr: 1.03e-04
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2024-05-10 20:17:44 transreid.train INFO: Epoch 112 done. Time per epoch: 167.193[s] Speed: 70.4[samples/s]
2024-05-10 20:17:54 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.022, Acc: 0.998, Base Lr: 8.28e-05
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2024-05-10 20:20:30 transreid.train INFO: Epoch 113 done. Time per epoch: 165.324[s] Speed: 70.8[samples/s]
2024-05-10 20:20:40 transreid.train INFO: Epoch[114] Iter[10/186] Loss: 0.020, Acc: 0.997, Base Lr: 6.51e-05
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2024-05-10 20:23:17 transreid.train INFO: Epoch 114 done. Time per epoch: 166.966[s] Speed: 70.5[samples/s]
2024-05-10 20:23:27 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.027, Acc: 0.995, Base Lr: 5.02e-05
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2024-05-10 20:26:03 transreid.train INFO: Epoch 115 done. Time per epoch: 166.196[s] Speed: 70.5[samples/s]
2024-05-10 20:26:12 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.016, Acc: 1.000, Base Lr: 3.79e-05
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2024-05-10 20:28:50 transreid.train INFO: Epoch 116 done. Time per epoch: 167.670[s] Speed: 70.2[samples/s]
2024-05-10 20:29:00 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 20:31:37 transreid.train INFO: Epoch 117 done. Time per epoch: 166.566[s] Speed: 70.7[samples/s]
2024-05-10 20:31:47 transreid.train INFO: Epoch[118] Iter[10/186] Loss: 0.019, Acc: 0.995, Base Lr: 2.15e-05
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2024-05-10 20:34:24 transreid.train INFO: Epoch 118 done. Time per epoch: 167.264[s] Speed: 70.4[samples/s]
2024-05-10 20:34:34 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 20:35:47 transreid.train INFO: Epoch[119] Iter[90/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:35:56 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:36:05 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:36:14 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:36:23 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:36:32 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:36:41 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:36:49 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:36:59 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:37:07 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.74e-05
2024-05-10 20:37:11 transreid.train INFO: Epoch 119 done. Time per epoch: 166.932[s] Speed: 70.5[samples/s]
2024-05-10 20:37:21 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.014, Acc: 1.000, Base Lr: 1.60e-05
2024-05-10 20:37:30 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:37:39 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.60e-05
2024-05-10 20:37:48 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:37:57 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:38:06 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:38:15 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:38:24 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:38:33 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:38:43 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.015, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:38:51 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:39:00 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:39:09 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:39:18 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:39:28 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:39:37 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:39:46 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:39:55 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.60e-05
2024-05-10 20:39:58 transreid.train INFO: Epoch 120 done. Time per epoch: 167.260[s] Speed: 70.4[samples/s]
2024-05-10 20:41:33 transreid.train INFO: Validation Results - Epoch: 120
2024-05-10 20:41:33 transreid.train INFO: mAP: 84.9%
2024-05-10 20:41:33 transreid.train INFO: CMC curve, Rank-1  :93.9%
2024-05-10 20:41:33 transreid.train INFO: CMC curve, Rank-5  :98.0%
2024-05-10 20:41:33 transreid.train INFO: CMC curve, Rank-10 :98.8%
