2024-04-29 23:38:53 transreid INFO: Saving model in the path :log/bs_exp/ResNet101_MSMT17/128bs_lr0.0008_ep120_warm20_seed0
2024-04-29 23:38:53 transreid INFO: Loaded configuration file configs/msmt17/resnet101.yml
2024-04-29 23:38:53 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 2
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: msmt17
  ROOT_DIR: /home/ma-user/work/Datasets/ImageReID_Datasets/mixreid/
  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: resnet101
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet101.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/bs_exp/ResNet101_MSMT17/128bs_lr0.0008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0008
  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: 40
  GAMMA: 0.1
  IMS_PER_BATCH: 128
  LARGE_FC_LR: False
  LOG_PERIOD: 20
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-04-29 23:38:53 transreid.check INFO: Dataset statistics:
2024-04-29 23:38:53 transreid.check INFO:   ----------------------------------------
2024-04-29 23:38:53 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-29 23:38:53 transreid.check INFO:   ----------------------------------------
2024-04-29 23:38:53 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-04-29 23:38:53 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-04-29 23:38:53 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-04-29 23:38:53 transreid.check INFO:   ----------------------------------------
2024-04-29 23:38:58 transreid INFO: ===========using cosine learning rate=======
2024-04-29 23:38:58 transreid.train INFO: start training
2024-04-29 23:39:09 transreid.train INFO: Epoch[1] Iter[20/243] Loss: 16.754, Acc: 0.000, Base Lr: 4.76e-05
2024-04-29 23:39:13 transreid.train INFO: Epoch[1] Iter[40/243] Loss: 15.797, Acc: 0.001, Base Lr: 4.76e-05
2024-04-29 23:39:17 transreid.train INFO: Epoch[1] Iter[60/243] Loss: 15.031, Acc: 0.001, Base Lr: 4.76e-05
2024-04-29 23:39:21 transreid.train INFO: Epoch[1] Iter[80/243] Loss: 14.525, Acc: 0.001, Base Lr: 4.76e-05
2024-04-29 23:39:26 transreid.train INFO: Epoch[1] Iter[100/243] Loss: 14.133, Acc: 0.001, Base Lr: 4.76e-05
2024-04-29 23:39:30 transreid.train INFO: Epoch[1] Iter[120/243] Loss: 13.780, Acc: 0.001, Base Lr: 4.76e-05
2024-04-29 23:39:34 transreid.train INFO: Epoch[1] Iter[140/243] Loss: 13.536, Acc: 0.001, Base Lr: 4.76e-05
2024-04-29 23:39:38 transreid.train INFO: Epoch[1] Iter[160/243] Loss: 13.311, Acc: 0.001, Base Lr: 4.76e-05
2024-04-29 23:39:42 transreid.train INFO: Epoch[1] Iter[180/243] Loss: 13.130, Acc: 0.001, Base Lr: 4.76e-05
2024-04-29 23:39:47 transreid.train INFO: Epoch[1] Iter[200/243] Loss: 12.966, Acc: 0.001, Base Lr: 4.76e-05
2024-04-29 23:39:51 transreid.train INFO: Epoch[1] Iter[220/243] Loss: 12.803, Acc: 0.001, Base Lr: 4.76e-05
2024-04-29 23:39:54 transreid.train INFO: Epoch 1 done. Time per epoch: 55.375[s] Speed: 538.6[samples/s]
2024-04-29 23:39:59 transreid.train INFO: Epoch[2] Iter[20/243] Loss: 10.474, Acc: 0.002, Base Lr: 8.72e-05
2024-04-29 23:40:03 transreid.train INFO: Epoch[2] Iter[40/243] Loss: 10.294, Acc: 0.003, Base Lr: 8.72e-05
2024-04-29 23:40:07 transreid.train INFO: Epoch[2] Iter[60/243] Loss: 10.068, Acc: 0.004, Base Lr: 8.72e-05
2024-04-29 23:40:12 transreid.train INFO: Epoch[2] Iter[80/243] Loss: 9.889, Acc: 0.004, Base Lr: 8.72e-05
2024-04-29 23:40:16 transreid.train INFO: Epoch[2] Iter[100/243] Loss: 9.743, Acc: 0.005, Base Lr: 8.72e-05
2024-04-29 23:40:20 transreid.train INFO: Epoch[2] Iter[120/243] Loss: 9.620, Acc: 0.006, Base Lr: 8.72e-05
2024-04-29 23:40:24 transreid.train INFO: Epoch[2] Iter[140/243] Loss: 9.528, Acc: 0.007, Base Lr: 8.72e-05
2024-04-29 23:40:28 transreid.train INFO: Epoch[2] Iter[160/243] Loss: 9.436, Acc: 0.010, Base Lr: 8.72e-05
2024-04-29 23:40:33 transreid.train INFO: Epoch[2] Iter[180/243] Loss: 9.353, Acc: 0.013, Base Lr: 8.72e-05
2024-04-29 23:40:37 transreid.train INFO: Epoch[2] Iter[200/243] Loss: 9.288, Acc: 0.016, Base Lr: 8.72e-05
2024-04-29 23:40:41 transreid.train INFO: Epoch[2] Iter[220/243] Loss: 9.224, Acc: 0.025, Base Lr: 8.72e-05
2024-04-29 23:40:44 transreid.train INFO: Epoch 2 done. Time per epoch: 50.058[s] Speed: 595.8[samples/s]
2024-04-29 23:40:49 transreid.train INFO: Epoch[3] Iter[20/243] Loss: 8.341, Acc: 0.059, Base Lr: 1.27e-04
2024-04-29 23:40:53 transreid.train INFO: Epoch[3] Iter[40/243] Loss: 8.256, Acc: 0.063, Base Lr: 1.27e-04
2024-04-29 23:40:58 transreid.train INFO: Epoch[3] Iter[60/243] Loss: 8.202, Acc: 0.071, Base Lr: 1.27e-04
2024-04-29 23:41:02 transreid.train INFO: Epoch[3] Iter[80/243] Loss: 8.171, Acc: 0.076, Base Lr: 1.27e-04
2024-04-29 23:41:06 transreid.train INFO: Epoch[3] Iter[100/243] Loss: 8.134, Acc: 0.086, Base Lr: 1.27e-04
2024-04-29 23:41:10 transreid.train INFO: Epoch[3] Iter[120/243] Loss: 8.104, Acc: 0.094, Base Lr: 1.27e-04
2024-04-29 23:41:15 transreid.train INFO: Epoch[3] Iter[140/243] Loss: 8.073, Acc: 0.100, Base Lr: 1.27e-04
2024-04-29 23:41:19 transreid.train INFO: Epoch[3] Iter[160/243] Loss: 8.044, Acc: 0.112, Base Lr: 1.27e-04
2024-04-29 23:41:23 transreid.train INFO: Epoch[3] Iter[180/243] Loss: 8.020, Acc: 0.127, Base Lr: 1.27e-04
2024-04-29 23:41:27 transreid.train INFO: Epoch[3] Iter[200/243] Loss: 7.995, Acc: 0.147, Base Lr: 1.27e-04
2024-04-29 23:41:32 transreid.train INFO: Epoch[3] Iter[220/243] Loss: 7.971, Acc: 0.179, Base Lr: 1.27e-04
2024-04-29 23:41:34 transreid.train INFO: Epoch 3 done. Time per epoch: 50.492[s] Speed: 590.7[samples/s]
2024-04-29 23:41:39 transreid.train INFO: Epoch[4] Iter[20/243] Loss: 7.688, Acc: 0.172, Base Lr: 1.66e-04
2024-04-29 23:41:44 transreid.train INFO: Epoch[4] Iter[40/243] Loss: 7.676, Acc: 0.160, Base Lr: 1.66e-04
2024-04-29 23:41:48 transreid.train INFO: Epoch[4] Iter[60/243] Loss: 7.666, Acc: 0.172, Base Lr: 1.66e-04
2024-04-29 23:41:52 transreid.train INFO: Epoch[4] Iter[80/243] Loss: 7.652, Acc: 0.174, Base Lr: 1.66e-04
2024-04-29 23:41:56 transreid.train INFO: Epoch[4] Iter[100/243] Loss: 7.638, Acc: 0.178, Base Lr: 1.66e-04
2024-04-29 23:42:01 transreid.train INFO: Epoch[4] Iter[120/243] Loss: 7.621, Acc: 0.189, Base Lr: 1.66e-04
2024-04-29 23:42:05 transreid.train INFO: Epoch[4] Iter[140/243] Loss: 7.608, Acc: 0.206, Base Lr: 1.66e-04
2024-04-29 23:42:09 transreid.train INFO: Epoch[4] Iter[160/243] Loss: 7.593, Acc: 0.225, Base Lr: 1.66e-04
2024-04-29 23:42:13 transreid.train INFO: Epoch[4] Iter[180/243] Loss: 7.580, Acc: 0.246, Base Lr: 1.66e-04
2024-04-29 23:42:17 transreid.train INFO: Epoch[4] Iter[200/243] Loss: 7.558, Acc: 0.275, Base Lr: 1.66e-04
2024-04-29 23:42:21 transreid.train INFO: Epoch[4] Iter[220/243] Loss: 7.535, Acc: 0.308, Base Lr: 1.66e-04
2024-04-29 23:42:24 transreid.train INFO: Epoch 4 done. Time per epoch: 50.097[s] Speed: 597.9[samples/s]
2024-04-29 23:42:29 transreid.train INFO: Epoch[5] Iter[20/243] Loss: 7.414, Acc: 0.206, Base Lr: 2.06e-04
2024-04-29 23:42:34 transreid.train INFO: Epoch[5] Iter[40/243] Loss: 7.415, Acc: 0.182, Base Lr: 2.06e-04
2024-04-29 23:42:38 transreid.train INFO: Epoch[5] Iter[60/243] Loss: 7.403, Acc: 0.180, Base Lr: 2.06e-04
2024-04-29 23:42:42 transreid.train INFO: Epoch[5] Iter[80/243] Loss: 7.379, Acc: 0.193, Base Lr: 2.06e-04
2024-04-29 23:42:46 transreid.train INFO: Epoch[5] Iter[100/243] Loss: 7.356, Acc: 0.205, Base Lr: 2.06e-04
2024-04-29 23:42:51 transreid.train INFO: Epoch[5] Iter[120/243] Loss: 7.338, Acc: 0.219, Base Lr: 2.06e-04
2024-04-29 23:42:55 transreid.train INFO: Epoch[5] Iter[140/243] Loss: 7.318, Acc: 0.234, Base Lr: 2.06e-04
2024-04-29 23:42:59 transreid.train INFO: Epoch[5] Iter[160/243] Loss: 7.300, Acc: 0.252, Base Lr: 2.06e-04
2024-04-29 23:43:03 transreid.train INFO: Epoch[5] Iter[180/243] Loss: 7.283, Acc: 0.273, Base Lr: 2.06e-04
2024-04-29 23:43:07 transreid.train INFO: Epoch[5] Iter[200/243] Loss: 7.256, Acc: 0.305, Base Lr: 2.06e-04
2024-04-29 23:43:11 transreid.train INFO: Epoch[5] Iter[220/243] Loss: 7.213, Acc: 0.343, Base Lr: 2.06e-04
2024-04-29 23:43:14 transreid.train INFO: Epoch 5 done. Time per epoch: 49.742[s] Speed: 602.1[samples/s]
2024-04-29 23:43:19 transreid.train INFO: Epoch[6] Iter[20/243] Loss: 7.153, Acc: 0.171, Base Lr: 2.46e-04
2024-04-29 23:43:24 transreid.train INFO: Epoch[6] Iter[40/243] Loss: 7.126, Acc: 0.173, Base Lr: 2.46e-04
2024-04-29 23:43:28 transreid.train INFO: Epoch[6] Iter[60/243] Loss: 7.124, Acc: 0.177, Base Lr: 2.46e-04
2024-04-29 23:43:32 transreid.train INFO: Epoch[6] Iter[80/243] Loss: 7.095, Acc: 0.187, Base Lr: 2.46e-04
2024-04-29 23:43:37 transreid.train INFO: Epoch[6] Iter[100/243] Loss: 7.059, Acc: 0.203, Base Lr: 2.46e-04
2024-04-29 23:43:41 transreid.train INFO: Epoch[6] Iter[120/243] Loss: 7.034, Acc: 0.216, Base Lr: 2.46e-04
2024-04-29 23:43:45 transreid.train INFO: Epoch[6] Iter[140/243] Loss: 7.010, Acc: 0.232, Base Lr: 2.46e-04
2024-04-29 23:43:49 transreid.train INFO: Epoch[6] Iter[160/243] Loss: 6.970, Acc: 0.251, Base Lr: 2.46e-04
2024-04-29 23:43:54 transreid.train INFO: Epoch[6] Iter[180/243] Loss: 6.929, Acc: 0.276, Base Lr: 2.46e-04
2024-04-29 23:43:58 transreid.train INFO: Epoch[6] Iter[200/243] Loss: 6.882, Acc: 0.305, Base Lr: 2.46e-04
2024-04-29 23:44:02 transreid.train INFO: Epoch[6] Iter[220/243] Loss: 6.818, Acc: 0.342, Base Lr: 2.46e-04
2024-04-29 23:44:05 transreid.train INFO: Epoch 6 done. Time per epoch: 50.514[s] Speed: 592.9[samples/s]
2024-04-29 23:44:10 transreid.train INFO: Epoch[7] Iter[20/243] Loss: 6.793, Acc: 0.180, Base Lr: 2.85e-04
2024-04-29 23:44:14 transreid.train INFO: Epoch[7] Iter[40/243] Loss: 6.748, Acc: 0.174, Base Lr: 2.85e-04
2024-04-29 23:44:18 transreid.train INFO: Epoch[7] Iter[60/243] Loss: 6.744, Acc: 0.175, Base Lr: 2.85e-04
2024-04-29 23:44:22 transreid.train INFO: Epoch[7] Iter[80/243] Loss: 6.704, Acc: 0.184, Base Lr: 2.85e-04
2024-04-29 23:44:26 transreid.train INFO: Epoch[7] Iter[100/243] Loss: 6.664, Acc: 0.196, Base Lr: 2.85e-04
2024-04-29 23:44:31 transreid.train INFO: Epoch[7] Iter[120/243] Loss: 6.618, Acc: 0.205, Base Lr: 2.85e-04
2024-04-29 23:44:35 transreid.train INFO: Epoch[7] Iter[140/243] Loss: 6.576, Acc: 0.219, Base Lr: 2.85e-04
2024-04-29 23:44:39 transreid.train INFO: Epoch[7] Iter[160/243] Loss: 6.533, Acc: 0.236, Base Lr: 2.85e-04
2024-04-29 23:44:43 transreid.train INFO: Epoch[7] Iter[180/243] Loss: 6.476, Acc: 0.259, Base Lr: 2.85e-04
2024-04-29 23:44:48 transreid.train INFO: Epoch[7] Iter[200/243] Loss: 6.410, Acc: 0.285, Base Lr: 2.85e-04
2024-04-29 23:44:52 transreid.train INFO: Epoch[7] Iter[220/243] Loss: 6.307, Acc: 0.326, Base Lr: 2.85e-04
2024-04-29 23:44:55 transreid.train INFO: Epoch 7 done. Time per epoch: 50.377[s] Speed: 594.6[samples/s]
2024-04-29 23:45:00 transreid.train INFO: Epoch[8] Iter[20/243] Loss: 6.339, Acc: 0.164, Base Lr: 3.25e-04
2024-04-29 23:45:04 transreid.train INFO: Epoch[8] Iter[40/243] Loss: 6.293, Acc: 0.176, Base Lr: 3.25e-04
2024-04-29 23:45:09 transreid.train INFO: Epoch[8] Iter[60/243] Loss: 6.274, Acc: 0.179, Base Lr: 3.25e-04
2024-04-29 23:45:13 transreid.train INFO: Epoch[8] Iter[80/243] Loss: 6.248, Acc: 0.184, Base Lr: 3.25e-04
2024-04-29 23:45:17 transreid.train INFO: Epoch[8] Iter[100/243] Loss: 6.203, Acc: 0.191, Base Lr: 3.25e-04
2024-04-29 23:45:21 transreid.train INFO: Epoch[8] Iter[120/243] Loss: 6.144, Acc: 0.204, Base Lr: 3.25e-04
2024-04-29 23:45:25 transreid.train INFO: Epoch[8] Iter[140/243] Loss: 6.072, Acc: 0.220, Base Lr: 3.25e-04
2024-04-29 23:45:30 transreid.train INFO: Epoch[8] Iter[160/243] Loss: 6.000, Acc: 0.240, Base Lr: 3.25e-04
2024-04-29 23:45:34 transreid.train INFO: Epoch[8] Iter[180/243] Loss: 5.932, Acc: 0.260, Base Lr: 3.25e-04
2024-04-29 23:45:38 transreid.train INFO: Epoch[8] Iter[200/243] Loss: 5.836, Acc: 0.288, Base Lr: 3.25e-04
2024-04-29 23:45:43 transreid.train INFO: Epoch[8] Iter[220/243] Loss: 5.691, Acc: 0.330, Base Lr: 3.25e-04
2024-04-29 23:45:46 transreid.train INFO: Epoch 8 done. Time per epoch: 50.570[s] Speed: 592.3[samples/s]
2024-04-29 23:45:51 transreid.train INFO: Epoch[9] Iter[20/243] Loss: 5.878, Acc: 0.162, Base Lr: 3.64e-04
2024-04-29 23:45:55 transreid.train INFO: Epoch[9] Iter[40/243] Loss: 5.847, Acc: 0.153, Base Lr: 3.64e-04
2024-04-29 23:45:59 transreid.train INFO: Epoch[9] Iter[60/243] Loss: 5.806, Acc: 0.158, Base Lr: 3.64e-04
2024-04-29 23:46:03 transreid.train INFO: Epoch[9] Iter[80/243] Loss: 5.759, Acc: 0.171, Base Lr: 3.64e-04
2024-04-29 23:46:07 transreid.train INFO: Epoch[9] Iter[100/243] Loss: 5.691, Acc: 0.182, Base Lr: 3.64e-04
2024-04-29 23:46:12 transreid.train INFO: Epoch[9] Iter[120/243] Loss: 5.642, Acc: 0.196, Base Lr: 3.64e-04
2024-04-29 23:46:16 transreid.train INFO: Epoch[9] Iter[140/243] Loss: 5.568, Acc: 0.216, Base Lr: 3.64e-04
2024-04-29 23:46:20 transreid.train INFO: Epoch[9] Iter[160/243] Loss: 5.481, Acc: 0.239, Base Lr: 3.64e-04
2024-04-29 23:46:24 transreid.train INFO: Epoch[9] Iter[180/243] Loss: 5.372, Acc: 0.269, Base Lr: 3.64e-04
2024-04-29 23:46:29 transreid.train INFO: Epoch[9] Iter[200/243] Loss: 5.233, Acc: 0.306, Base Lr: 3.64e-04
2024-04-29 23:46:33 transreid.train INFO: Epoch[9] Iter[220/243] Loss: 5.068, Acc: 0.350, Base Lr: 3.64e-04
2024-04-29 23:46:36 transreid.train INFO: Epoch 9 done. Time per epoch: 50.287[s] Speed: 593.1[samples/s]
2024-04-29 23:46:41 transreid.train INFO: Epoch[10] Iter[20/243] Loss: 5.490, Acc: 0.189, Base Lr: 4.04e-04
2024-04-29 23:46:45 transreid.train INFO: Epoch[10] Iter[40/243] Loss: 5.398, Acc: 0.212, Base Lr: 4.04e-04
2024-04-29 23:46:50 transreid.train INFO: Epoch[10] Iter[60/243] Loss: 5.307, Acc: 0.220, Base Lr: 4.04e-04
2024-04-29 23:46:54 transreid.train INFO: Epoch[10] Iter[80/243] Loss: 5.233, Acc: 0.233, Base Lr: 4.04e-04
2024-04-29 23:46:58 transreid.train INFO: Epoch[10] Iter[100/243] Loss: 5.172, Acc: 0.242, Base Lr: 4.04e-04
2024-04-29 23:47:02 transreid.train INFO: Epoch[10] Iter[120/243] Loss: 5.071, Acc: 0.263, Base Lr: 4.04e-04
2024-04-29 23:47:07 transreid.train INFO: Epoch[10] Iter[140/243] Loss: 4.980, Acc: 0.285, Base Lr: 4.04e-04
2024-04-29 23:47:11 transreid.train INFO: Epoch[10] Iter[160/243] Loss: 4.884, Acc: 0.309, Base Lr: 4.04e-04
2024-04-29 23:47:15 transreid.train INFO: Epoch[10] Iter[180/243] Loss: 4.768, Acc: 0.336, Base Lr: 4.04e-04
2024-04-29 23:47:19 transreid.train INFO: Epoch[10] Iter[200/243] Loss: 4.628, Acc: 0.370, Base Lr: 4.04e-04
2024-04-29 23:47:24 transreid.train INFO: Epoch[10] Iter[220/243] Loss: 4.453, Acc: 0.410, Base Lr: 4.04e-04
2024-04-29 23:47:27 transreid.train INFO: Epoch 10 done. Time per epoch: 50.754[s] Speed: 590.1[samples/s]
2024-04-29 23:47:32 transreid.train INFO: Epoch[11] Iter[20/243] Loss: 4.842, Acc: 0.250, Base Lr: 4.44e-04
2024-04-29 23:47:36 transreid.train INFO: Epoch[11] Iter[40/243] Loss: 4.798, Acc: 0.256, Base Lr: 4.44e-04
2024-04-29 23:47:40 transreid.train INFO: Epoch[11] Iter[60/243] Loss: 4.769, Acc: 0.265, Base Lr: 4.44e-04
2024-04-29 23:47:44 transreid.train INFO: Epoch[11] Iter[80/243] Loss: 4.686, Acc: 0.287, Base Lr: 4.44e-04
2024-04-29 23:47:49 transreid.train INFO: Epoch[11] Iter[100/243] Loss: 4.630, Acc: 0.303, Base Lr: 4.44e-04
2024-04-29 23:47:53 transreid.train INFO: Epoch[11] Iter[120/243] Loss: 4.556, Acc: 0.320, Base Lr: 4.44e-04
2024-04-29 23:47:57 transreid.train INFO: Epoch[11] Iter[140/243] Loss: 4.458, Acc: 0.345, Base Lr: 4.44e-04
2024-04-29 23:48:01 transreid.train INFO: Epoch[11] Iter[160/243] Loss: 4.357, Acc: 0.371, Base Lr: 4.44e-04
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2024-04-29 23:48:16 transreid.train INFO: Epoch 11 done. Time per epoch: 49.453[s] Speed: 603.1[samples/s]
2024-04-29 23:48:21 transreid.train INFO: Epoch[12] Iter[20/243] Loss: 4.406, Acc: 0.322, Base Lr: 4.83e-04
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2024-04-29 23:49:06 transreid.train INFO: Epoch 12 done. Time per epoch: 49.530[s] Speed: 604.7[samples/s]
2024-04-29 23:49:11 transreid.train INFO: Epoch[13] Iter[20/243] Loss: 3.819, Acc: 0.434, Base Lr: 5.23e-04
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2024-04-29 23:49:56 transreid.train INFO: Epoch 13 done. Time per epoch: 49.917[s] Speed: 600.0[samples/s]
2024-04-29 23:50:01 transreid.train INFO: Epoch[14] Iter[20/243] Loss: 3.511, Acc: 0.480, Base Lr: 5.62e-04
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2024-04-29 23:50:45 transreid.train INFO: Epoch 14 done. Time per epoch: 49.757[s] Speed: 602.0[samples/s]
2024-04-29 23:50:50 transreid.train INFO: Epoch[15] Iter[20/243] Loss: 3.050, Acc: 0.571, Base Lr: 6.02e-04
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2024-04-29 23:51:37 transreid.train INFO: Epoch 15 done. Time per epoch: 51.451[s] Speed: 582.1[samples/s]
2024-04-29 23:51:42 transreid.train INFO: Epoch[16] Iter[20/243] Loss: 2.658, Acc: 0.639, Base Lr: 6.42e-04
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2024-04-29 23:52:26 transreid.train INFO: Epoch 16 done. Time per epoch: 49.409[s] Speed: 606.2[samples/s]
2024-04-29 23:52:31 transreid.train INFO: Epoch[17] Iter[20/243] Loss: 2.300, Acc: 0.693, Base Lr: 6.81e-04
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2024-04-29 23:53:16 transreid.train INFO: Epoch 17 done. Time per epoch: 49.429[s] Speed: 603.4[samples/s]
2024-04-29 23:53:20 transreid.train INFO: Epoch[18] Iter[20/243] Loss: 2.068, Acc: 0.734, Base Lr: 7.21e-04
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2024-04-29 23:54:06 transreid.train INFO: Epoch 18 done. Time per epoch: 50.246[s] Speed: 596.1[samples/s]
2024-04-29 23:54:11 transreid.train INFO: Epoch[19] Iter[20/243] Loss: 1.624, Acc: 0.807, Base Lr: 7.60e-04
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2024-04-29 23:54:55 transreid.train INFO: Epoch 19 done. Time per epoch: 49.441[s] Speed: 605.8[samples/s]
2024-04-29 23:55:00 transreid.train INFO: Epoch[20] Iter[20/243] Loss: 1.595, Acc: 0.844, Base Lr: 7.47e-04
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2024-04-29 23:55:45 transreid.train INFO: Epoch 20 done. Time per epoch: 50.049[s] Speed: 595.9[samples/s]
2024-04-29 23:55:50 transreid.train INFO: Epoch[21] Iter[20/243] Loss: 1.365, Acc: 0.868, Base Lr: 7.41e-04
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2024-04-29 23:56:35 transreid.train INFO: Epoch 21 done. Time per epoch: 49.747[s] Speed: 602.1[samples/s]
2024-04-29 23:56:40 transreid.train INFO: Epoch[22] Iter[20/243] Loss: 1.191, Acc: 0.886, Base Lr: 7.36e-04
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2024-04-29 23:57:25 transreid.train INFO: Epoch 22 done. Time per epoch: 49.541[s] Speed: 604.6[samples/s]
2024-04-29 23:57:29 transreid.train INFO: Epoch[23] Iter[20/243] Loss: 1.090, Acc: 0.906, Base Lr: 7.30e-04
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2024-04-29 23:58:14 transreid.train INFO: Epoch 23 done. Time per epoch: 49.711[s] Speed: 599.9[samples/s]
2024-04-29 23:58:19 transreid.train INFO: Epoch[24] Iter[20/243] Loss: 1.006, Acc: 0.914, Base Lr: 7.24e-04
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2024-04-29 23:59:05 transreid.train INFO: Epoch 24 done. Time per epoch: 50.604[s] Speed: 591.9[samples/s]
2024-04-29 23:59:10 transreid.train INFO: Epoch[25] Iter[20/243] Loss: 0.858, Acc: 0.931, Base Lr: 7.18e-04
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2024-04-29 23:59:54 transreid.train INFO: Epoch 25 done. Time per epoch: 49.545[s] Speed: 602.0[samples/s]
2024-04-29 23:59:59 transreid.train INFO: Epoch[26] Iter[20/243] Loss: 0.738, Acc: 0.949, Base Lr: 7.11e-04
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2024-04-30 00:00:44 transreid.train INFO: Epoch 26 done. Time per epoch: 49.136[s] Speed: 607.0[samples/s]
2024-04-30 00:00:49 transreid.train INFO: Epoch[27] Iter[20/243] Loss: 0.686, Acc: 0.948, Base Lr: 7.04e-04
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2024-04-30 00:01:35 transreid.train INFO: Epoch 27 done. Time per epoch: 51.087[s] Speed: 583.8[samples/s]
2024-04-30 00:01:40 transreid.train INFO: Epoch[28] Iter[20/243] Loss: 0.633, Acc: 0.953, Base Lr: 6.97e-04
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2024-04-30 00:02:24 transreid.train INFO: Epoch 28 done. Time per epoch: 49.375[s] Speed: 606.6[samples/s]
2024-04-30 00:02:29 transreid.train INFO: Epoch[29] Iter[20/243] Loss: 0.626, Acc: 0.952, Base Lr: 6.90e-04
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2024-04-30 00:03:14 transreid.train INFO: Epoch 29 done. Time per epoch: 49.967[s] Speed: 599.4[samples/s]
2024-04-30 00:03:19 transreid.train INFO: Epoch[30] Iter[20/243] Loss: 0.538, Acc: 0.961, Base Lr: 6.83e-04
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2024-04-30 00:04:03 transreid.train INFO: Epoch 30 done. Time per epoch: 49.371[s] Speed: 604.1[samples/s]
2024-04-30 00:04:08 transreid.train INFO: Epoch[31] Iter[20/243] Loss: 0.495, Acc: 0.963, Base Lr: 6.76e-04
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2024-04-30 00:04:53 transreid.train INFO: Epoch 31 done. Time per epoch: 49.805[s] Speed: 598.8[samples/s]
2024-04-30 00:04:58 transreid.train INFO: Epoch[32] Iter[20/243] Loss: 0.496, Acc: 0.965, Base Lr: 6.68e-04
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2024-04-30 00:05:43 transreid.train INFO: Epoch 32 done. Time per epoch: 49.301[s] Speed: 604.9[samples/s]
2024-04-30 00:05:47 transreid.train INFO: Epoch[33] Iter[20/243] Loss: 0.454, Acc: 0.967, Base Lr: 6.60e-04
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2024-04-30 00:06:32 transreid.train INFO: Epoch 33 done. Time per epoch: 49.261[s] Speed: 605.4[samples/s]
2024-04-30 00:06:37 transreid.train INFO: Epoch[34] Iter[20/243] Loss: 0.430, Acc: 0.971, Base Lr: 6.52e-04
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2024-04-30 00:07:23 transreid.train INFO: Epoch 34 done. Time per epoch: 50.788[s] Speed: 587.2[samples/s]
2024-04-30 00:07:27 transreid.train INFO: Epoch[35] Iter[20/243] Loss: 0.424, Acc: 0.973, Base Lr: 6.44e-04
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2024-04-30 00:08:12 transreid.train INFO: Epoch 35 done. Time per epoch: 49.195[s] Speed: 606.2[samples/s]
2024-04-30 00:08:17 transreid.train INFO: Epoch[36] Iter[20/243] Loss: 0.382, Acc: 0.973, Base Lr: 6.35e-04
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2024-04-30 00:09:01 transreid.train INFO: Epoch 36 done. Time per epoch: 49.601[s] Speed: 603.9[samples/s]
2024-04-30 00:09:06 transreid.train INFO: Epoch[37] Iter[20/243] Loss: 0.347, Acc: 0.978, Base Lr: 6.27e-04
2024-04-30 00:09:11 transreid.train INFO: Epoch[37] Iter[40/243] Loss: 0.347, Acc: 0.979, Base Lr: 6.27e-04
2024-04-30 00:09:15 transreid.train INFO: Epoch[37] Iter[60/243] Loss: 0.338, Acc: 0.981, Base Lr: 6.27e-04
2024-04-30 00:09:19 transreid.train INFO: Epoch[37] Iter[80/243] Loss: 0.319, Acc: 0.982, Base Lr: 6.27e-04
2024-04-30 00:09:23 transreid.train INFO: Epoch[37] Iter[100/243] Loss: 0.315, Acc: 0.983, Base Lr: 6.27e-04
2024-04-30 00:09:27 transreid.train INFO: Epoch[37] Iter[120/243] Loss: 0.311, Acc: 0.983, Base Lr: 6.27e-04
2024-04-30 00:09:31 transreid.train INFO: Epoch[37] Iter[140/243] Loss: 0.306, Acc: 0.983, Base Lr: 6.27e-04
2024-04-30 00:09:36 transreid.train INFO: Epoch[37] Iter[160/243] Loss: 0.301, Acc: 0.984, Base Lr: 6.27e-04
2024-04-30 00:09:40 transreid.train INFO: Epoch[37] Iter[180/243] Loss: 0.303, Acc: 0.984, Base Lr: 6.27e-04
2024-04-30 00:09:44 transreid.train INFO: Epoch[37] Iter[200/243] Loss: 0.296, Acc: 0.985, Base Lr: 6.27e-04
2024-04-30 00:09:48 transreid.train INFO: Epoch[37] Iter[220/243] Loss: 0.286, Acc: 0.985, Base Lr: 6.27e-04
2024-04-30 00:09:51 transreid.train INFO: Epoch 37 done. Time per epoch: 49.838[s] Speed: 603.6[samples/s]
2024-04-30 00:09:56 transreid.train INFO: Epoch[38] Iter[20/243] Loss: 0.335, Acc: 0.976, Base Lr: 6.18e-04
2024-04-30 00:10:00 transreid.train INFO: Epoch[38] Iter[40/243] Loss: 0.330, Acc: 0.980, Base Lr: 6.18e-04
2024-04-30 00:10:05 transreid.train INFO: Epoch[38] Iter[60/243] Loss: 0.317, Acc: 0.982, Base Lr: 6.18e-04
2024-04-30 00:10:09 transreid.train INFO: Epoch[38] Iter[80/243] Loss: 0.317, Acc: 0.982, Base Lr: 6.18e-04
2024-04-30 00:10:13 transreid.train INFO: Epoch[38] Iter[100/243] Loss: 0.310, Acc: 0.982, Base Lr: 6.18e-04
2024-04-30 00:10:17 transreid.train INFO: Epoch[38] Iter[120/243] Loss: 0.311, Acc: 0.982, Base Lr: 6.18e-04
2024-04-30 00:10:21 transreid.train INFO: Epoch[38] Iter[140/243] Loss: 0.303, Acc: 0.983, Base Lr: 6.18e-04
2024-04-30 00:10:25 transreid.train INFO: Epoch[38] Iter[160/243] Loss: 0.296, Acc: 0.983, Base Lr: 6.18e-04
2024-04-30 00:10:30 transreid.train INFO: Epoch[38] Iter[180/243] Loss: 0.289, Acc: 0.984, Base Lr: 6.18e-04
2024-04-30 00:10:34 transreid.train INFO: Epoch[38] Iter[200/243] Loss: 0.281, Acc: 0.984, Base Lr: 6.18e-04
2024-04-30 00:10:38 transreid.train INFO: Epoch[38] Iter[220/243] Loss: 0.275, Acc: 0.985, Base Lr: 6.18e-04
2024-04-30 00:10:41 transreid.train INFO: Epoch 38 done. Time per epoch: 49.469[s] Speed: 605.5[samples/s]
2024-04-30 00:10:46 transreid.train INFO: Epoch[39] Iter[20/243] Loss: 0.319, Acc: 0.981, Base Lr: 6.09e-04
2024-04-30 00:10:50 transreid.train INFO: Epoch[39] Iter[40/243] Loss: 0.301, Acc: 0.985, Base Lr: 6.09e-04
2024-04-30 00:10:54 transreid.train INFO: Epoch[39] Iter[60/243] Loss: 0.308, Acc: 0.984, Base Lr: 6.09e-04
2024-04-30 00:10:58 transreid.train INFO: Epoch[39] Iter[80/243] Loss: 0.301, Acc: 0.985, Base Lr: 6.09e-04
2024-04-30 00:11:03 transreid.train INFO: Epoch[39] Iter[100/243] Loss: 0.293, Acc: 0.986, Base Lr: 6.09e-04
2024-04-30 00:11:07 transreid.train INFO: Epoch[39] Iter[120/243] Loss: 0.287, Acc: 0.986, Base Lr: 6.09e-04
2024-04-30 00:11:11 transreid.train INFO: Epoch[39] Iter[140/243] Loss: 0.280, Acc: 0.986, Base Lr: 6.09e-04
2024-04-30 00:11:15 transreid.train INFO: Epoch[39] Iter[160/243] Loss: 0.273, Acc: 0.987, Base Lr: 6.09e-04
2024-04-30 00:11:19 transreid.train INFO: Epoch[39] Iter[180/243] Loss: 0.271, Acc: 0.986, Base Lr: 6.09e-04
2024-04-30 00:11:23 transreid.train INFO: Epoch[39] Iter[200/243] Loss: 0.262, Acc: 0.987, Base Lr: 6.09e-04
2024-04-30 00:11:28 transreid.train INFO: Epoch[39] Iter[220/243] Loss: 0.259, Acc: 0.987, Base Lr: 6.09e-04
2024-04-30 00:11:30 transreid.train INFO: Epoch 39 done. Time per epoch: 49.625[s] Speed: 601.0[samples/s]
2024-04-30 00:11:35 transreid.train INFO: Epoch[40] Iter[20/243] Loss: 0.348, Acc: 0.981, Base Lr: 6.00e-04
2024-04-30 00:11:40 transreid.train INFO: Epoch[40] Iter[40/243] Loss: 0.313, Acc: 0.984, Base Lr: 6.00e-04
2024-04-30 00:11:44 transreid.train INFO: Epoch[40] Iter[60/243] Loss: 0.297, Acc: 0.984, Base Lr: 6.00e-04
2024-04-30 00:11:49 transreid.train INFO: Epoch[40] Iter[80/243] Loss: 0.285, Acc: 0.985, Base Lr: 6.00e-04
2024-04-30 00:11:53 transreid.train INFO: Epoch[40] Iter[100/243] Loss: 0.282, Acc: 0.985, Base Lr: 6.00e-04
2024-04-30 00:11:57 transreid.train INFO: Epoch[40] Iter[120/243] Loss: 0.274, Acc: 0.986, Base Lr: 6.00e-04
2024-04-30 00:12:01 transreid.train INFO: Epoch[40] Iter[140/243] Loss: 0.269, Acc: 0.986, Base Lr: 6.00e-04
2024-04-30 00:12:05 transreid.train INFO: Epoch[40] Iter[160/243] Loss: 0.261, Acc: 0.987, Base Lr: 6.00e-04
2024-04-30 00:12:09 transreid.train INFO: Epoch[40] Iter[180/243] Loss: 0.258, Acc: 0.988, Base Lr: 6.00e-04
2024-04-30 00:12:14 transreid.train INFO: Epoch[40] Iter[200/243] Loss: 0.254, Acc: 0.988, Base Lr: 6.00e-04
2024-04-30 00:12:18 transreid.train INFO: Epoch[40] Iter[220/243] Loss: 0.251, Acc: 0.988, Base Lr: 6.00e-04
2024-04-30 00:12:21 transreid.train INFO: Epoch 40 done. Time per epoch: 50.677[s] Speed: 591.0[samples/s]
2024-04-30 00:15:20 transreid.train INFO: Validation Results - Epoch: 40
2024-04-30 00:15:20 transreid.train INFO: mAP: 64.3%
2024-04-30 00:15:20 transreid.train INFO: CMC curve, Rank-1  :83.9%
2024-04-30 00:15:20 transreid.train INFO: CMC curve, Rank-5  :91.8%
2024-04-30 00:15:20 transreid.train INFO: CMC curve, Rank-10 :93.9%
2024-04-30 00:15:25 transreid.train INFO: Epoch[41] Iter[20/243] Loss: 0.281, Acc: 0.986, Base Lr: 5.91e-04
2024-04-30 00:15:30 transreid.train INFO: Epoch[41] Iter[40/243] Loss: 0.300, Acc: 0.985, Base Lr: 5.91e-04
2024-04-30 00:15:34 transreid.train INFO: Epoch[41] Iter[60/243] Loss: 0.300, Acc: 0.984, Base Lr: 5.91e-04
2024-04-30 00:15:39 transreid.train INFO: Epoch[41] Iter[80/243] Loss: 0.288, Acc: 0.986, Base Lr: 5.91e-04
2024-04-30 00:15:43 transreid.train INFO: Epoch[41] Iter[100/243] Loss: 0.281, Acc: 0.986, Base Lr: 5.91e-04
2024-04-30 00:15:48 transreid.train INFO: Epoch[41] Iter[120/243] Loss: 0.272, Acc: 0.987, Base Lr: 5.91e-04
2024-04-30 00:15:52 transreid.train INFO: Epoch[41] Iter[140/243] Loss: 0.264, Acc: 0.987, Base Lr: 5.91e-04
2024-04-30 00:15:56 transreid.train INFO: Epoch[41] Iter[160/243] Loss: 0.257, Acc: 0.987, Base Lr: 5.91e-04
2024-04-30 00:16:00 transreid.train INFO: Epoch[41] Iter[180/243] Loss: 0.250, Acc: 0.987, Base Lr: 5.91e-04
2024-04-30 00:16:04 transreid.train INFO: Epoch[41] Iter[200/243] Loss: 0.248, Acc: 0.988, Base Lr: 5.91e-04
2024-04-30 00:16:09 transreid.train INFO: Epoch[41] Iter[220/243] Loss: 0.239, Acc: 0.988, Base Lr: 5.91e-04
2024-04-30 00:16:12 transreid.train INFO: Epoch 41 done. Time per epoch: 52.090[s] Speed: 572.5[samples/s]
2024-04-30 00:16:18 transreid.train INFO: Epoch[42] Iter[20/243] Loss: 0.287, Acc: 0.983, Base Lr: 5.82e-04
2024-04-30 00:16:23 transreid.train INFO: Epoch[42] Iter[40/243] Loss: 0.271, Acc: 0.987, Base Lr: 5.82e-04
2024-04-30 00:16:28 transreid.train INFO: Epoch[42] Iter[60/243] Loss: 0.274, Acc: 0.986, Base Lr: 5.82e-04
2024-04-30 00:16:32 transreid.train INFO: Epoch[42] Iter[80/243] Loss: 0.259, Acc: 0.987, Base Lr: 5.82e-04
2024-04-30 00:16:37 transreid.train INFO: Epoch[42] Iter[100/243] Loss: 0.255, Acc: 0.987, Base Lr: 5.82e-04
2024-04-30 00:16:41 transreid.train INFO: Epoch[42] Iter[120/243] Loss: 0.252, Acc: 0.987, Base Lr: 5.82e-04
2024-04-30 00:16:46 transreid.train INFO: Epoch[42] Iter[140/243] Loss: 0.252, Acc: 0.987, Base Lr: 5.82e-04
2024-04-30 00:16:50 transreid.train INFO: Epoch[42] Iter[160/243] Loss: 0.247, Acc: 0.987, Base Lr: 5.82e-04
2024-04-30 00:16:54 transreid.train INFO: Epoch[42] Iter[180/243] Loss: 0.241, Acc: 0.988, Base Lr: 5.82e-04
2024-04-30 00:16:59 transreid.train INFO: Epoch[42] Iter[200/243] Loss: 0.235, Acc: 0.988, Base Lr: 5.82e-04
2024-04-30 00:17:03 transreid.train INFO: Epoch[42] Iter[220/243] Loss: 0.231, Acc: 0.989, Base Lr: 5.82e-04
2024-04-30 00:17:06 transreid.train INFO: Epoch 42 done. Time per epoch: 54.295[s] Speed: 551.7[samples/s]
2024-04-30 00:17:12 transreid.train INFO: Epoch[43] Iter[20/243] Loss: 0.249, Acc: 0.991, Base Lr: 5.73e-04
2024-04-30 00:17:17 transreid.train INFO: Epoch[43] Iter[40/243] Loss: 0.259, Acc: 0.988, Base Lr: 5.73e-04
2024-04-30 00:17:21 transreid.train INFO: Epoch[43] Iter[60/243] Loss: 0.262, Acc: 0.987, Base Lr: 5.73e-04
2024-04-30 00:17:26 transreid.train INFO: Epoch[43] Iter[80/243] Loss: 0.259, Acc: 0.987, Base Lr: 5.73e-04
2024-04-30 00:17:30 transreid.train INFO: Epoch[43] Iter[100/243] Loss: 0.252, Acc: 0.987, Base Lr: 5.73e-04
2024-04-30 00:17:35 transreid.train INFO: Epoch[43] Iter[120/243] Loss: 0.249, Acc: 0.988, Base Lr: 5.73e-04
2024-04-30 00:17:39 transreid.train INFO: Epoch[43] Iter[140/243] Loss: 0.242, Acc: 0.988, Base Lr: 5.73e-04
2024-04-30 00:17:43 transreid.train INFO: Epoch[43] Iter[160/243] Loss: 0.238, Acc: 0.988, Base Lr: 5.73e-04
2024-04-30 00:17:48 transreid.train INFO: Epoch[43] Iter[180/243] Loss: 0.232, Acc: 0.989, Base Lr: 5.73e-04
2024-04-30 00:17:52 transreid.train INFO: Epoch[43] Iter[200/243] Loss: 0.231, Acc: 0.988, Base Lr: 5.73e-04
2024-04-30 00:17:56 transreid.train INFO: Epoch[43] Iter[220/243] Loss: 0.225, Acc: 0.989, Base Lr: 5.73e-04
2024-04-30 00:17:59 transreid.train INFO: Epoch 43 done. Time per epoch: 53.369[s] Speed: 563.6[samples/s]
2024-04-30 00:18:05 transreid.train INFO: Epoch[44] Iter[20/243] Loss: 0.284, Acc: 0.981, Base Lr: 5.63e-04
2024-04-30 00:18:10 transreid.train INFO: Epoch[44] Iter[40/243] Loss: 0.275, Acc: 0.983, Base Lr: 5.63e-04
2024-04-30 00:18:15 transreid.train INFO: Epoch[44] Iter[60/243] Loss: 0.257, Acc: 0.984, Base Lr: 5.63e-04
2024-04-30 00:18:19 transreid.train INFO: Epoch[44] Iter[80/243] Loss: 0.256, Acc: 0.984, Base Lr: 5.63e-04
2024-04-30 00:18:23 transreid.train INFO: Epoch[44] Iter[100/243] Loss: 0.250, Acc: 0.985, Base Lr: 5.63e-04
2024-04-30 00:18:28 transreid.train INFO: Epoch[44] Iter[120/243] Loss: 0.243, Acc: 0.986, Base Lr: 5.63e-04
2024-04-30 00:18:32 transreid.train INFO: Epoch[44] Iter[140/243] Loss: 0.240, Acc: 0.986, Base Lr: 5.63e-04
2024-04-30 00:18:36 transreid.train INFO: Epoch[44] Iter[160/243] Loss: 0.231, Acc: 0.987, Base Lr: 5.63e-04
2024-04-30 00:18:40 transreid.train INFO: Epoch[44] Iter[180/243] Loss: 0.228, Acc: 0.987, Base Lr: 5.63e-04
2024-04-30 00:18:45 transreid.train INFO: Epoch[44] Iter[200/243] Loss: 0.222, Acc: 0.988, Base Lr: 5.63e-04
2024-04-30 00:18:49 transreid.train INFO: Epoch[44] Iter[220/243] Loss: 0.215, Acc: 0.988, Base Lr: 5.63e-04
2024-04-30 00:18:52 transreid.train INFO: Epoch 44 done. Time per epoch: 52.457[s] Speed: 568.5[samples/s]
2024-04-30 00:18:58 transreid.train INFO: Epoch[45] Iter[20/243] Loss: 0.277, Acc: 0.987, Base Lr: 5.54e-04
2024-04-30 00:19:02 transreid.train INFO: Epoch[45] Iter[40/243] Loss: 0.256, Acc: 0.988, Base Lr: 5.54e-04
2024-04-30 00:19:07 transreid.train INFO: Epoch[45] Iter[60/243] Loss: 0.255, Acc: 0.987, Base Lr: 5.54e-04
2024-04-30 00:19:12 transreid.train INFO: Epoch[45] Iter[80/243] Loss: 0.256, Acc: 0.987, Base Lr: 5.54e-04
2024-04-30 00:19:16 transreid.train INFO: Epoch[45] Iter[100/243] Loss: 0.245, Acc: 0.988, Base Lr: 5.54e-04
2024-04-30 00:19:20 transreid.train INFO: Epoch[45] Iter[120/243] Loss: 0.235, Acc: 0.989, Base Lr: 5.54e-04
2024-04-30 00:19:25 transreid.train INFO: Epoch[45] Iter[140/243] Loss: 0.228, Acc: 0.989, Base Lr: 5.54e-04
2024-04-30 00:19:29 transreid.train INFO: Epoch[45] Iter[160/243] Loss: 0.225, Acc: 0.989, Base Lr: 5.54e-04
2024-04-30 00:19:33 transreid.train INFO: Epoch[45] Iter[180/243] Loss: 0.221, Acc: 0.989, Base Lr: 5.54e-04
2024-04-30 00:19:37 transreid.train INFO: Epoch[45] Iter[200/243] Loss: 0.217, Acc: 0.989, Base Lr: 5.54e-04
2024-04-30 00:19:41 transreid.train INFO: Epoch[45] Iter[220/243] Loss: 0.214, Acc: 0.989, Base Lr: 5.54e-04
2024-04-30 00:19:45 transreid.train INFO: Epoch 45 done. Time per epoch: 52.710[s] Speed: 565.8[samples/s]
2024-04-30 00:19:50 transreid.train INFO: Epoch[46] Iter[20/243] Loss: 0.237, Acc: 0.989, Base Lr: 5.44e-04
2024-04-30 00:19:55 transreid.train INFO: Epoch[46] Iter[40/243] Loss: 0.247, Acc: 0.987, Base Lr: 5.44e-04
2024-04-30 00:20:00 transreid.train INFO: Epoch[46] Iter[60/243] Loss: 0.243, Acc: 0.988, Base Lr: 5.44e-04
2024-04-30 00:20:04 transreid.train INFO: Epoch[46] Iter[80/243] Loss: 0.228, Acc: 0.989, Base Lr: 5.44e-04
2024-04-30 00:20:08 transreid.train INFO: Epoch[46] Iter[100/243] Loss: 0.224, Acc: 0.989, Base Lr: 5.44e-04
2024-04-30 00:20:13 transreid.train INFO: Epoch[46] Iter[120/243] Loss: 0.223, Acc: 0.990, Base Lr: 5.44e-04
2024-04-30 00:20:17 transreid.train INFO: Epoch[46] Iter[140/243] Loss: 0.221, Acc: 0.989, Base Lr: 5.44e-04
2024-04-30 00:20:21 transreid.train INFO: Epoch[46] Iter[160/243] Loss: 0.218, Acc: 0.989, Base Lr: 5.44e-04
2024-04-30 00:20:26 transreid.train INFO: Epoch[46] Iter[180/243] Loss: 0.214, Acc: 0.990, Base Lr: 5.44e-04
2024-04-30 00:20:30 transreid.train INFO: Epoch[46] Iter[200/243] Loss: 0.209, Acc: 0.990, Base Lr: 5.44e-04
2024-04-30 00:20:34 transreid.train INFO: Epoch[46] Iter[220/243] Loss: 0.205, Acc: 0.990, Base Lr: 5.44e-04
2024-04-30 00:20:37 transreid.train INFO: Epoch 46 done. Time per epoch: 52.749[s] Speed: 567.8[samples/s]
2024-04-30 00:20:43 transreid.train INFO: Epoch[47] Iter[20/243] Loss: 0.231, Acc: 0.989, Base Lr: 5.34e-04
2024-04-30 00:20:48 transreid.train INFO: Epoch[47] Iter[40/243] Loss: 0.250, Acc: 0.989, Base Lr: 5.34e-04
2024-04-30 00:20:52 transreid.train INFO: Epoch[47] Iter[60/243] Loss: 0.246, Acc: 0.989, Base Lr: 5.34e-04
2024-04-30 00:20:57 transreid.train INFO: Epoch[47] Iter[80/243] Loss: 0.238, Acc: 0.989, Base Lr: 5.34e-04
2024-04-30 00:21:01 transreid.train INFO: Epoch[47] Iter[100/243] Loss: 0.230, Acc: 0.990, Base Lr: 5.34e-04
2024-04-30 00:21:06 transreid.train INFO: Epoch[47] Iter[120/243] Loss: 0.227, Acc: 0.990, Base Lr: 5.34e-04
2024-04-30 00:21:10 transreid.train INFO: Epoch[47] Iter[140/243] Loss: 0.221, Acc: 0.989, Base Lr: 5.34e-04
2024-04-30 00:21:14 transreid.train INFO: Epoch[47] Iter[160/243] Loss: 0.218, Acc: 0.989, Base Lr: 5.34e-04
2024-04-30 00:21:18 transreid.train INFO: Epoch[47] Iter[180/243] Loss: 0.212, Acc: 0.990, Base Lr: 5.34e-04
2024-04-30 00:21:23 transreid.train INFO: Epoch[47] Iter[200/243] Loss: 0.206, Acc: 0.990, Base Lr: 5.34e-04
2024-04-30 00:21:27 transreid.train INFO: Epoch[47] Iter[220/243] Loss: 0.201, Acc: 0.990, Base Lr: 5.34e-04
2024-04-30 00:21:30 transreid.train INFO: Epoch 47 done. Time per epoch: 52.676[s] Speed: 566.2[samples/s]
2024-04-30 00:21:36 transreid.train INFO: Epoch[48] Iter[20/243] Loss: 0.213, Acc: 0.988, Base Lr: 5.24e-04
2024-04-30 00:21:41 transreid.train INFO: Epoch[48] Iter[40/243] Loss: 0.214, Acc: 0.988, Base Lr: 5.24e-04
2024-04-30 00:21:45 transreid.train INFO: Epoch[48] Iter[60/243] Loss: 0.222, Acc: 0.988, Base Lr: 5.24e-04
2024-04-30 00:21:50 transreid.train INFO: Epoch[48] Iter[80/243] Loss: 0.213, Acc: 0.989, Base Lr: 5.24e-04
2024-04-30 00:21:55 transreid.train INFO: Epoch[48] Iter[100/243] Loss: 0.209, Acc: 0.990, Base Lr: 5.24e-04
2024-04-30 00:21:59 transreid.train INFO: Epoch[48] Iter[120/243] Loss: 0.205, Acc: 0.990, Base Lr: 5.24e-04
2024-04-30 00:22:04 transreid.train INFO: Epoch[48] Iter[140/243] Loss: 0.202, Acc: 0.991, Base Lr: 5.24e-04
2024-04-30 00:22:08 transreid.train INFO: Epoch[48] Iter[160/243] Loss: 0.194, Acc: 0.991, Base Lr: 5.24e-04
2024-04-30 00:22:12 transreid.train INFO: Epoch[48] Iter[180/243] Loss: 0.190, Acc: 0.991, Base Lr: 5.24e-04
2024-04-30 00:22:17 transreid.train INFO: Epoch[48] Iter[200/243] Loss: 0.187, Acc: 0.991, Base Lr: 5.24e-04
2024-04-30 00:22:21 transreid.train INFO: Epoch[48] Iter[220/243] Loss: 0.188, Acc: 0.991, Base Lr: 5.24e-04
2024-04-30 00:22:24 transreid.train INFO: Epoch 48 done. Time per epoch: 54.036[s] Speed: 549.6[samples/s]
2024-04-30 00:22:30 transreid.train INFO: Epoch[49] Iter[20/243] Loss: 0.250, Acc: 0.988, Base Lr: 5.14e-04
2024-04-30 00:22:34 transreid.train INFO: Epoch[49] Iter[40/243] Loss: 0.224, Acc: 0.989, Base Lr: 5.14e-04
2024-04-30 00:22:39 transreid.train INFO: Epoch[49] Iter[60/243] Loss: 0.214, Acc: 0.989, Base Lr: 5.14e-04
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2024-04-30 00:22:48 transreid.train INFO: Epoch[49] Iter[100/243] Loss: 0.202, Acc: 0.990, Base Lr: 5.14e-04
2024-04-30 00:22:52 transreid.train INFO: Epoch[49] Iter[120/243] Loss: 0.204, Acc: 0.990, Base Lr: 5.14e-04
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2024-04-30 00:23:16 transreid.train INFO: Epoch 49 done. Time per epoch: 52.488[s] Speed: 570.6[samples/s]
2024-04-30 00:23:22 transreid.train INFO: Epoch[50] Iter[20/243] Loss: 0.226, Acc: 0.990, Base Lr: 5.04e-04
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2024-04-30 00:24:09 transreid.train INFO: Epoch 50 done. Time per epoch: 52.857[s] Speed: 564.2[samples/s]
2024-04-30 00:24:15 transreid.train INFO: Epoch[51] Iter[20/243] Loss: 0.194, Acc: 0.991, Base Lr: 4.94e-04
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2024-04-30 00:25:02 transreid.train INFO: Epoch 51 done. Time per epoch: 52.483[s] Speed: 570.7[samples/s]
2024-04-30 00:25:08 transreid.train INFO: Epoch[52] Iter[20/243] Loss: 0.191, Acc: 0.992, Base Lr: 4.84e-04
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2024-04-30 00:25:54 transreid.train INFO: Epoch 52 done. Time per epoch: 52.200[s] Speed: 571.3[samples/s]
2024-04-30 00:26:00 transreid.train INFO: Epoch[53] Iter[20/243] Loss: 0.182, Acc: 0.993, Base Lr: 4.74e-04
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2024-04-30 00:26:47 transreid.train INFO: Epoch 53 done. Time per epoch: 52.503[s] Speed: 570.5[samples/s]
2024-04-30 00:26:53 transreid.train INFO: Epoch[54] Iter[20/243] Loss: 0.196, Acc: 0.989, Base Lr: 4.63e-04
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2024-04-30 00:27:02 transreid.train INFO: Epoch[54] Iter[60/243] Loss: 0.186, Acc: 0.991, Base Lr: 4.63e-04
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2024-04-30 00:27:39 transreid.train INFO: Epoch 54 done. Time per epoch: 52.597[s] Speed: 567.0[samples/s]
2024-04-30 00:27:45 transreid.train INFO: Epoch[55] Iter[20/243] Loss: 0.196, Acc: 0.990, Base Lr: 4.53e-04
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2024-04-30 00:28:24 transreid.train INFO: Epoch[55] Iter[200/243] Loss: 0.149, Acc: 0.993, Base Lr: 4.53e-04
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2024-04-30 00:28:31 transreid.train INFO: Epoch 55 done. Time per epoch: 52.347[s] Speed: 569.7[samples/s]
2024-04-30 00:28:37 transreid.train INFO: Epoch[56] Iter[20/243] Loss: 0.181, Acc: 0.991, Base Lr: 4.43e-04
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2024-04-30 00:29:00 transreid.train INFO: Epoch[56] Iter[120/243] Loss: 0.163, Acc: 0.993, Base Lr: 4.43e-04
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2024-04-30 00:29:25 transreid.train INFO: Epoch 56 done. Time per epoch: 53.232[s] Speed: 562.7[samples/s]
2024-04-30 00:29:31 transreid.train INFO: Epoch[57] Iter[20/243] Loss: 0.183, Acc: 0.989, Base Lr: 4.32e-04
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2024-04-30 00:30:18 transreid.train INFO: Epoch 57 done. Time per epoch: 53.139[s] Speed: 561.2[samples/s]
2024-04-30 00:30:24 transreid.train INFO: Epoch[58] Iter[20/243] Loss: 0.175, Acc: 0.989, Base Lr: 4.22e-04
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2024-04-30 00:31:03 transreid.train INFO: Epoch[58] Iter[200/243] Loss: 0.138, Acc: 0.993, Base Lr: 4.22e-04
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2024-04-30 00:31:11 transreid.train INFO: Epoch 58 done. Time per epoch: 52.647[s] Speed: 571.4[samples/s]
2024-04-30 00:31:16 transreid.train INFO: Epoch[59] Iter[20/243] Loss: 0.157, Acc: 0.994, Base Lr: 4.11e-04
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2024-04-30 00:32:04 transreid.train INFO: Epoch 59 done. Time per epoch: 53.189[s] Speed: 565.5[samples/s]
2024-04-30 00:32:10 transreid.train INFO: Epoch[60] Iter[20/243] Loss: 0.134, Acc: 0.995, Base Lr: 4.01e-04
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2024-04-30 00:32:56 transreid.train INFO: Epoch 60 done. Time per epoch: 52.674[s] Speed: 566.2[samples/s]
2024-04-30 00:33:02 transreid.train INFO: Epoch[61] Iter[20/243] Loss: 0.164, Acc: 0.991, Base Lr: 3.90e-04
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2024-04-30 00:33:49 transreid.train INFO: Epoch 61 done. Time per epoch: 52.516[s] Speed: 567.9[samples/s]
2024-04-30 00:33:55 transreid.train INFO: Epoch[62] Iter[20/243] Loss: 0.147, Acc: 0.991, Base Lr: 3.80e-04
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2024-04-30 00:34:41 transreid.train INFO: Epoch 62 done. Time per epoch: 52.317[s] Speed: 570.1[samples/s]
2024-04-30 00:34:47 transreid.train INFO: Epoch[63] Iter[20/243] Loss: 0.184, Acc: 0.993, Base Lr: 3.69e-04
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2024-04-30 00:35:34 transreid.train INFO: Epoch 63 done. Time per epoch: 53.167[s] Speed: 560.9[samples/s]
2024-04-30 00:35:40 transreid.train INFO: Epoch[64] Iter[20/243] Loss: 0.144, Acc: 0.991, Base Lr: 3.59e-04
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2024-04-30 00:36:28 transreid.train INFO: Epoch 64 done. Time per epoch: 53.893[s] Speed: 555.8[samples/s]
2024-04-30 00:36:34 transreid.train INFO: Epoch[65] Iter[20/243] Loss: 0.147, Acc: 0.993, Base Lr: 3.49e-04
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2024-04-30 00:37:21 transreid.train INFO: Epoch 65 done. Time per epoch: 52.367[s] Speed: 572.0[samples/s]
2024-04-30 00:37:26 transreid.train INFO: Epoch[66] Iter[20/243] Loss: 0.142, Acc: 0.994, Base Lr: 3.38e-04
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2024-04-30 00:38:13 transreid.train INFO: Epoch 66 done. Time per epoch: 52.399[s] Speed: 571.6[samples/s]
2024-04-30 00:38:19 transreid.train INFO: Epoch[67] Iter[20/243] Loss: 0.136, Acc: 0.996, Base Lr: 3.28e-04
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2024-04-30 00:39:06 transreid.train INFO: Epoch 67 done. Time per epoch: 53.017[s] Speed: 565.0[samples/s]
2024-04-30 00:39:12 transreid.train INFO: Epoch[68] Iter[20/243] Loss: 0.139, Acc: 0.992, Base Lr: 3.18e-04
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2024-04-30 00:39:59 transreid.train INFO: Epoch 68 done. Time per epoch: 53.088[s] Speed: 561.8[samples/s]
2024-04-30 00:40:05 transreid.train INFO: Epoch[69] Iter[20/243] Loss: 0.126, Acc: 0.995, Base Lr: 3.08e-04
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2024-04-30 00:40:53 transreid.train INFO: Epoch 69 done. Time per epoch: 53.908[s] Speed: 555.6[samples/s]
2024-04-30 00:40:59 transreid.train INFO: Epoch[70] Iter[20/243] Loss: 0.109, Acc: 0.996, Base Lr: 2.97e-04
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2024-04-30 00:41:46 transreid.train INFO: Epoch 70 done. Time per epoch: 52.471[s] Speed: 568.4[samples/s]
2024-04-30 00:41:51 transreid.train INFO: Epoch[71] Iter[20/243] Loss: 0.116, Acc: 0.996, Base Lr: 2.87e-04
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2024-04-30 00:42:38 transreid.train INFO: Epoch 71 done. Time per epoch: 52.596[s] Speed: 571.9[samples/s]
2024-04-30 00:42:44 transreid.train INFO: Epoch[72] Iter[20/243] Loss: 0.113, Acc: 0.995, Base Lr: 2.77e-04
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2024-04-30 00:43:31 transreid.train INFO: Epoch 72 done. Time per epoch: 52.646[s] Speed: 568.9[samples/s]
2024-04-30 00:43:37 transreid.train INFO: Epoch[73] Iter[20/243] Loss: 0.127, Acc: 0.995, Base Lr: 2.68e-04
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2024-04-30 00:44:23 transreid.train INFO: Epoch 73 done. Time per epoch: 52.647[s] Speed: 571.3[samples/s]
2024-04-30 00:44:29 transreid.train INFO: Epoch[74] Iter[20/243] Loss: 0.104, Acc: 0.995, Base Lr: 2.58e-04
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2024-04-30 00:45:16 transreid.train INFO: Epoch 74 done. Time per epoch: 52.287[s] Speed: 567.9[samples/s]
2024-04-30 00:45:21 transreid.train INFO: Epoch[75] Iter[20/243] Loss: 0.124, Acc: 0.995, Base Lr: 2.48e-04
2024-04-30 00:45:26 transreid.train INFO: Epoch[75] Iter[40/243] Loss: 0.115, Acc: 0.996, Base Lr: 2.48e-04
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2024-04-30 00:46:08 transreid.train INFO: Epoch 75 done. Time per epoch: 52.422[s] Speed: 568.9[samples/s]
2024-04-30 00:46:14 transreid.train INFO: Epoch[76] Iter[20/243] Loss: 0.129, Acc: 0.996, Base Lr: 2.38e-04
2024-04-30 00:46:19 transreid.train INFO: Epoch[76] Iter[40/243] Loss: 0.113, Acc: 0.996, Base Lr: 2.38e-04
2024-04-30 00:46:24 transreid.train INFO: Epoch[76] Iter[60/243] Loss: 0.112, Acc: 0.996, Base Lr: 2.38e-04
2024-04-30 00:46:28 transreid.train INFO: Epoch[76] Iter[80/243] Loss: 0.108, Acc: 0.996, Base Lr: 2.38e-04
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2024-04-30 00:46:46 transreid.train INFO: Epoch[76] Iter[160/243] Loss: 0.099, Acc: 0.995, Base Lr: 2.38e-04
2024-04-30 00:46:50 transreid.train INFO: Epoch[76] Iter[180/243] Loss: 0.100, Acc: 0.995, Base Lr: 2.38e-04
2024-04-30 00:46:54 transreid.train INFO: Epoch[76] Iter[200/243] Loss: 0.098, Acc: 0.995, Base Lr: 2.38e-04
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2024-04-30 00:47:02 transreid.train INFO: Epoch 76 done. Time per epoch: 53.380[s] Speed: 561.1[samples/s]
2024-04-30 00:47:07 transreid.train INFO: Epoch[77] Iter[20/243] Loss: 0.116, Acc: 0.995, Base Lr: 2.29e-04
2024-04-30 00:47:12 transreid.train INFO: Epoch[77] Iter[40/243] Loss: 0.110, Acc: 0.995, Base Lr: 2.29e-04
2024-04-30 00:47:17 transreid.train INFO: Epoch[77] Iter[60/243] Loss: 0.116, Acc: 0.994, Base Lr: 2.29e-04
2024-04-30 00:47:21 transreid.train INFO: Epoch[77] Iter[80/243] Loss: 0.113, Acc: 0.994, Base Lr: 2.29e-04
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2024-04-30 00:47:34 transreid.train INFO: Epoch[77] Iter[140/243] Loss: 0.108, Acc: 0.994, Base Lr: 2.29e-04
2024-04-30 00:47:39 transreid.train INFO: Epoch[77] Iter[160/243] Loss: 0.104, Acc: 0.994, Base Lr: 2.29e-04
2024-04-30 00:47:43 transreid.train INFO: Epoch[77] Iter[180/243] Loss: 0.100, Acc: 0.994, Base Lr: 2.29e-04
2024-04-30 00:47:47 transreid.train INFO: Epoch[77] Iter[200/243] Loss: 0.098, Acc: 0.995, Base Lr: 2.29e-04
2024-04-30 00:47:51 transreid.train INFO: Epoch[77] Iter[220/243] Loss: 0.097, Acc: 0.995, Base Lr: 2.29e-04
2024-04-30 00:47:54 transreid.train INFO: Epoch 77 done. Time per epoch: 52.913[s] Speed: 566.1[samples/s]
2024-04-30 00:48:00 transreid.train INFO: Epoch[78] Iter[20/243] Loss: 0.109, Acc: 0.993, Base Lr: 2.20e-04
2024-04-30 00:48:05 transreid.train INFO: Epoch[78] Iter[40/243] Loss: 0.109, Acc: 0.994, Base Lr: 2.20e-04
2024-04-30 00:48:10 transreid.train INFO: Epoch[78] Iter[60/243] Loss: 0.109, Acc: 0.995, Base Lr: 2.20e-04
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2024-04-30 00:48:19 transreid.train INFO: Epoch[78] Iter[100/243] Loss: 0.107, Acc: 0.995, Base Lr: 2.20e-04
2024-04-30 00:48:23 transreid.train INFO: Epoch[78] Iter[120/243] Loss: 0.105, Acc: 0.995, Base Lr: 2.20e-04
2024-04-30 00:48:28 transreid.train INFO: Epoch[78] Iter[140/243] Loss: 0.103, Acc: 0.995, Base Lr: 2.20e-04
2024-04-30 00:48:32 transreid.train INFO: Epoch[78] Iter[160/243] Loss: 0.101, Acc: 0.995, Base Lr: 2.20e-04
2024-04-30 00:48:36 transreid.train INFO: Epoch[78] Iter[180/243] Loss: 0.099, Acc: 0.995, Base Lr: 2.20e-04
2024-04-30 00:48:40 transreid.train INFO: Epoch[78] Iter[200/243] Loss: 0.096, Acc: 0.996, Base Lr: 2.20e-04
2024-04-30 00:48:44 transreid.train INFO: Epoch[78] Iter[220/243] Loss: 0.093, Acc: 0.996, Base Lr: 2.20e-04
2024-04-30 00:48:48 transreid.train INFO: Epoch 78 done. Time per epoch: 53.316[s] Speed: 561.8[samples/s]
2024-04-30 00:48:54 transreid.train INFO: Epoch[79] Iter[20/243] Loss: 0.115, Acc: 0.995, Base Lr: 2.10e-04
2024-04-30 00:48:59 transreid.train INFO: Epoch[79] Iter[40/243] Loss: 0.109, Acc: 0.995, Base Lr: 2.10e-04
2024-04-30 00:49:04 transreid.train INFO: Epoch[79] Iter[60/243] Loss: 0.109, Acc: 0.995, Base Lr: 2.10e-04
2024-04-30 00:49:09 transreid.train INFO: Epoch[79] Iter[80/243] Loss: 0.106, Acc: 0.996, Base Lr: 2.10e-04
2024-04-30 00:49:13 transreid.train INFO: Epoch[79] Iter[100/243] Loss: 0.104, Acc: 0.996, Base Lr: 2.10e-04
2024-04-30 00:49:18 transreid.train INFO: Epoch[79] Iter[120/243] Loss: 0.101, Acc: 0.996, Base Lr: 2.10e-04
2024-04-30 00:49:22 transreid.train INFO: Epoch[79] Iter[140/243] Loss: 0.100, Acc: 0.996, Base Lr: 2.10e-04
2024-04-30 00:49:27 transreid.train INFO: Epoch[79] Iter[160/243] Loss: 0.097, Acc: 0.996, Base Lr: 2.10e-04
2024-04-30 00:49:31 transreid.train INFO: Epoch[79] Iter[180/243] Loss: 0.094, Acc: 0.996, Base Lr: 2.10e-04
2024-04-30 00:49:35 transreid.train INFO: Epoch[79] Iter[200/243] Loss: 0.092, Acc: 0.996, Base Lr: 2.10e-04
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2024-04-30 00:49:43 transreid.train INFO: Epoch 79 done. Time per epoch: 54.783[s] Speed: 544.4[samples/s]
2024-04-30 00:49:48 transreid.train INFO: Epoch[80] Iter[20/243] Loss: 0.128, Acc: 0.995, Base Lr: 2.01e-04
2024-04-30 00:49:53 transreid.train INFO: Epoch[80] Iter[40/243] Loss: 0.119, Acc: 0.995, Base Lr: 2.01e-04
2024-04-30 00:49:57 transreid.train INFO: Epoch[80] Iter[60/243] Loss: 0.111, Acc: 0.995, Base Lr: 2.01e-04
2024-04-30 00:50:02 transreid.train INFO: Epoch[80] Iter[80/243] Loss: 0.104, Acc: 0.996, Base Lr: 2.01e-04
2024-04-30 00:50:06 transreid.train INFO: Epoch[80] Iter[100/243] Loss: 0.103, Acc: 0.996, Base Lr: 2.01e-04
2024-04-30 00:50:11 transreid.train INFO: Epoch[80] Iter[120/243] Loss: 0.104, Acc: 0.995, Base Lr: 2.01e-04
2024-04-30 00:50:15 transreid.train INFO: Epoch[80] Iter[140/243] Loss: 0.103, Acc: 0.996, Base Lr: 2.01e-04
2024-04-30 00:50:19 transreid.train INFO: Epoch[80] Iter[160/243] Loss: 0.100, Acc: 0.996, Base Lr: 2.01e-04
2024-04-30 00:50:23 transreid.train INFO: Epoch[80] Iter[180/243] Loss: 0.099, Acc: 0.996, Base Lr: 2.01e-04
2024-04-30 00:50:27 transreid.train INFO: Epoch[80] Iter[200/243] Loss: 0.096, Acc: 0.996, Base Lr: 2.01e-04
2024-04-30 00:50:31 transreid.train INFO: Epoch[80] Iter[220/243] Loss: 0.094, Acc: 0.996, Base Lr: 2.01e-04
2024-04-30 00:50:34 transreid.train INFO: Epoch 80 done. Time per epoch: 51.777[s] Speed: 576.0[samples/s]
2024-04-30 00:53:41 transreid.train INFO: Validation Results - Epoch: 80
2024-04-30 00:53:41 transreid.train INFO: mAP: 71.9%
2024-04-30 00:53:41 transreid.train INFO: CMC curve, Rank-1  :88.1%
2024-04-30 00:53:41 transreid.train INFO: CMC curve, Rank-5  :94.2%
2024-04-30 00:53:41 transreid.train INFO: CMC curve, Rank-10 :95.8%
2024-04-30 00:53:47 transreid.train INFO: Epoch[81] Iter[20/243] Loss: 0.117, Acc: 0.995, Base Lr: 1.92e-04
2024-04-30 00:53:52 transreid.train INFO: Epoch[81] Iter[40/243] Loss: 0.118, Acc: 0.995, Base Lr: 1.92e-04
2024-04-30 00:53:56 transreid.train INFO: Epoch[81] Iter[60/243] Loss: 0.109, Acc: 0.995, Base Lr: 1.92e-04
2024-04-30 00:54:01 transreid.train INFO: Epoch[81] Iter[80/243] Loss: 0.105, Acc: 0.996, Base Lr: 1.92e-04
2024-04-30 00:54:05 transreid.train INFO: Epoch[81] Iter[100/243] Loss: 0.101, Acc: 0.996, Base Lr: 1.92e-04
2024-04-30 00:54:10 transreid.train INFO: Epoch[81] Iter[120/243] Loss: 0.104, Acc: 0.995, Base Lr: 1.92e-04
2024-04-30 00:54:14 transreid.train INFO: Epoch[81] Iter[140/243] Loss: 0.102, Acc: 0.995, Base Lr: 1.92e-04
2024-04-30 00:54:19 transreid.train INFO: Epoch[81] Iter[160/243] Loss: 0.101, Acc: 0.995, Base Lr: 1.92e-04
2024-04-30 00:54:23 transreid.train INFO: Epoch[81] Iter[180/243] Loss: 0.100, Acc: 0.995, Base Lr: 1.92e-04
2024-04-30 00:54:28 transreid.train INFO: Epoch[81] Iter[200/243] Loss: 0.098, Acc: 0.995, Base Lr: 1.92e-04
2024-04-30 00:54:32 transreid.train INFO: Epoch[81] Iter[220/243] Loss: 0.098, Acc: 0.995, Base Lr: 1.92e-04
2024-04-30 00:54:36 transreid.train INFO: Epoch 81 done. Time per epoch: 54.654[s] Speed: 548.0[samples/s]
2024-04-30 00:54:42 transreid.train INFO: Epoch[82] Iter[20/243] Loss: 0.105, Acc: 0.995, Base Lr: 1.83e-04
2024-04-30 00:54:47 transreid.train INFO: Epoch[82] Iter[40/243] Loss: 0.102, Acc: 0.995, Base Lr: 1.83e-04
2024-04-30 00:54:52 transreid.train INFO: Epoch[82] Iter[60/243] Loss: 0.102, Acc: 0.995, Base Lr: 1.83e-04
2024-04-30 00:54:56 transreid.train INFO: Epoch[82] Iter[80/243] Loss: 0.102, Acc: 0.995, Base Lr: 1.83e-04
2024-04-30 00:55:01 transreid.train INFO: Epoch[82] Iter[100/243] Loss: 0.100, Acc: 0.995, Base Lr: 1.83e-04
2024-04-30 00:55:06 transreid.train INFO: Epoch[82] Iter[120/243] Loss: 0.099, Acc: 0.996, Base Lr: 1.83e-04
2024-04-30 00:55:11 transreid.train INFO: Epoch[82] Iter[140/243] Loss: 0.097, Acc: 0.996, Base Lr: 1.83e-04
2024-04-30 00:55:16 transreid.train INFO: Epoch[82] Iter[160/243] Loss: 0.094, Acc: 0.995, Base Lr: 1.83e-04
2024-04-30 00:55:20 transreid.train INFO: Epoch[82] Iter[180/243] Loss: 0.091, Acc: 0.995, Base Lr: 1.83e-04
2024-04-30 00:55:25 transreid.train INFO: Epoch[82] Iter[200/243] Loss: 0.090, Acc: 0.996, Base Lr: 1.83e-04
2024-04-30 00:55:29 transreid.train INFO: Epoch[82] Iter[220/243] Loss: 0.088, Acc: 0.996, Base Lr: 1.83e-04
2024-04-30 00:55:33 transreid.train INFO: Epoch 82 done. Time per epoch: 57.157[s] Speed: 524.0[samples/s]
2024-04-30 00:55:39 transreid.train INFO: Epoch[83] Iter[20/243] Loss: 0.100, Acc: 0.996, Base Lr: 1.75e-04
2024-04-30 00:55:44 transreid.train INFO: Epoch[83] Iter[40/243] Loss: 0.100, Acc: 0.996, Base Lr: 1.75e-04
2024-04-30 00:55:48 transreid.train INFO: Epoch[83] Iter[60/243] Loss: 0.100, Acc: 0.995, Base Lr: 1.75e-04
2024-04-30 00:55:53 transreid.train INFO: Epoch[83] Iter[80/243] Loss: 0.097, Acc: 0.996, Base Lr: 1.75e-04
2024-04-30 00:55:57 transreid.train INFO: Epoch[83] Iter[100/243] Loss: 0.095, Acc: 0.996, Base Lr: 1.75e-04
2024-04-30 00:56:02 transreid.train INFO: Epoch[83] Iter[120/243] Loss: 0.094, Acc: 0.996, Base Lr: 1.75e-04
2024-04-30 00:56:07 transreid.train INFO: Epoch[83] Iter[140/243] Loss: 0.092, Acc: 0.996, Base Lr: 1.75e-04
2024-04-30 00:56:11 transreid.train INFO: Epoch[83] Iter[160/243] Loss: 0.090, Acc: 0.996, Base Lr: 1.75e-04
2024-04-30 00:56:16 transreid.train INFO: Epoch[83] Iter[180/243] Loss: 0.087, Acc: 0.996, Base Lr: 1.75e-04
2024-04-30 00:56:20 transreid.train INFO: Epoch[83] Iter[200/243] Loss: 0.084, Acc: 0.997, Base Lr: 1.75e-04
2024-04-30 00:56:25 transreid.train INFO: Epoch[83] Iter[220/243] Loss: 0.083, Acc: 0.997, Base Lr: 1.75e-04
2024-04-30 00:56:29 transreid.train INFO: Epoch 83 done. Time per epoch: 55.655[s] Speed: 538.2[samples/s]
2024-04-30 00:56:35 transreid.train INFO: Epoch[84] Iter[20/243] Loss: 0.084, Acc: 0.998, Base Lr: 1.66e-04
2024-04-30 00:56:39 transreid.train INFO: Epoch[84] Iter[40/243] Loss: 0.093, Acc: 0.996, Base Lr: 1.66e-04
2024-04-30 00:56:44 transreid.train INFO: Epoch[84] Iter[60/243] Loss: 0.096, Acc: 0.997, Base Lr: 1.66e-04
2024-04-30 00:56:48 transreid.train INFO: Epoch[84] Iter[80/243] Loss: 0.096, Acc: 0.996, Base Lr: 1.66e-04
2024-04-30 00:56:53 transreid.train INFO: Epoch[84] Iter[100/243] Loss: 0.094, Acc: 0.996, Base Lr: 1.66e-04
2024-04-30 00:56:58 transreid.train INFO: Epoch[84] Iter[120/243] Loss: 0.094, Acc: 0.996, Base Lr: 1.66e-04
2024-04-30 00:57:02 transreid.train INFO: Epoch[84] Iter[140/243] Loss: 0.091, Acc: 0.996, Base Lr: 1.66e-04
2024-04-30 00:57:06 transreid.train INFO: Epoch[84] Iter[160/243] Loss: 0.091, Acc: 0.996, Base Lr: 1.66e-04
2024-04-30 00:57:11 transreid.train INFO: Epoch[84] Iter[180/243] Loss: 0.089, Acc: 0.996, Base Lr: 1.66e-04
2024-04-30 00:57:15 transreid.train INFO: Epoch[84] Iter[200/243] Loss: 0.086, Acc: 0.996, Base Lr: 1.66e-04
2024-04-30 00:57:20 transreid.train INFO: Epoch[84] Iter[220/243] Loss: 0.086, Acc: 0.996, Base Lr: 1.66e-04
2024-04-30 00:57:23 transreid.train INFO: Epoch 84 done. Time per epoch: 54.760[s] Speed: 544.6[samples/s]
2024-04-30 00:57:30 transreid.train INFO: Epoch[85] Iter[20/243] Loss: 0.110, Acc: 0.993, Base Lr: 1.58e-04
2024-04-30 00:57:34 transreid.train INFO: Epoch[85] Iter[40/243] Loss: 0.109, Acc: 0.994, Base Lr: 1.58e-04
2024-04-30 00:57:39 transreid.train INFO: Epoch[85] Iter[60/243] Loss: 0.107, Acc: 0.995, Base Lr: 1.58e-04
2024-04-30 00:57:43 transreid.train INFO: Epoch[85] Iter[80/243] Loss: 0.102, Acc: 0.995, Base Lr: 1.58e-04
2024-04-30 00:57:48 transreid.train INFO: Epoch[85] Iter[100/243] Loss: 0.098, Acc: 0.995, Base Lr: 1.58e-04
2024-04-30 00:57:52 transreid.train INFO: Epoch[85] Iter[120/243] Loss: 0.094, Acc: 0.996, Base Lr: 1.58e-04
2024-04-30 00:57:57 transreid.train INFO: Epoch[85] Iter[140/243] Loss: 0.090, Acc: 0.996, Base Lr: 1.58e-04
2024-04-30 00:58:01 transreid.train INFO: Epoch[85] Iter[160/243] Loss: 0.089, Acc: 0.996, Base Lr: 1.58e-04
2024-04-30 00:58:06 transreid.train INFO: Epoch[85] Iter[180/243] Loss: 0.086, Acc: 0.996, Base Lr: 1.58e-04
2024-04-30 00:58:10 transreid.train INFO: Epoch[85] Iter[200/243] Loss: 0.085, Acc: 0.996, Base Lr: 1.58e-04
2024-04-30 00:58:14 transreid.train INFO: Epoch[85] Iter[220/243] Loss: 0.084, Acc: 0.996, Base Lr: 1.58e-04
2024-04-30 00:58:18 transreid.train INFO: Epoch 85 done. Time per epoch: 54.481[s] Speed: 547.4[samples/s]
2024-04-30 00:58:24 transreid.train INFO: Epoch[86] Iter[20/243] Loss: 0.101, Acc: 0.996, Base Lr: 1.50e-04
2024-04-30 00:58:29 transreid.train INFO: Epoch[86] Iter[40/243] Loss: 0.099, Acc: 0.995, Base Lr: 1.50e-04
2024-04-30 00:58:34 transreid.train INFO: Epoch[86] Iter[60/243] Loss: 0.097, Acc: 0.996, Base Lr: 1.50e-04
2024-04-30 00:58:39 transreid.train INFO: Epoch[86] Iter[80/243] Loss: 0.098, Acc: 0.996, Base Lr: 1.50e-04
2024-04-30 00:58:43 transreid.train INFO: Epoch[86] Iter[100/243] Loss: 0.095, Acc: 0.996, Base Lr: 1.50e-04
2024-04-30 00:58:48 transreid.train INFO: Epoch[86] Iter[120/243] Loss: 0.092, Acc: 0.996, Base Lr: 1.50e-04
2024-04-30 00:58:52 transreid.train INFO: Epoch[86] Iter[140/243] Loss: 0.089, Acc: 0.996, Base Lr: 1.50e-04
2024-04-30 00:58:57 transreid.train INFO: Epoch[86] Iter[160/243] Loss: 0.088, Acc: 0.996, Base Lr: 1.50e-04
2024-04-30 00:59:02 transreid.train INFO: Epoch[86] Iter[180/243] Loss: 0.088, Acc: 0.996, Base Lr: 1.50e-04
2024-04-30 00:59:06 transreid.train INFO: Epoch[86] Iter[200/243] Loss: 0.085, Acc: 0.997, Base Lr: 1.50e-04
2024-04-30 00:59:11 transreid.train INFO: Epoch[86] Iter[220/243] Loss: 0.082, Acc: 0.997, Base Lr: 1.50e-04
2024-04-30 00:59:15 transreid.train INFO: Epoch 86 done. Time per epoch: 57.112[s] Speed: 526.7[samples/s]
2024-04-30 00:59:21 transreid.train INFO: Epoch[87] Iter[20/243] Loss: 0.090, Acc: 0.994, Base Lr: 1.42e-04
2024-04-30 00:59:26 transreid.train INFO: Epoch[87] Iter[40/243] Loss: 0.096, Acc: 0.995, Base Lr: 1.42e-04
2024-04-30 00:59:31 transreid.train INFO: Epoch[87] Iter[60/243] Loss: 0.091, Acc: 0.996, Base Lr: 1.42e-04
2024-04-30 00:59:35 transreid.train INFO: Epoch[87] Iter[80/243] Loss: 0.092, Acc: 0.996, Base Lr: 1.42e-04
2024-04-30 00:59:40 transreid.train INFO: Epoch[87] Iter[100/243] Loss: 0.089, Acc: 0.996, Base Lr: 1.42e-04
2024-04-30 00:59:45 transreid.train INFO: Epoch[87] Iter[120/243] Loss: 0.089, Acc: 0.996, Base Lr: 1.42e-04
2024-04-30 00:59:49 transreid.train INFO: Epoch[87] Iter[140/243] Loss: 0.088, Acc: 0.996, Base Lr: 1.42e-04
2024-04-30 00:59:54 transreid.train INFO: Epoch[87] Iter[160/243] Loss: 0.087, Acc: 0.996, Base Lr: 1.42e-04
2024-04-30 00:59:58 transreid.train INFO: Epoch[87] Iter[180/243] Loss: 0.086, Acc: 0.996, Base Lr: 1.42e-04
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2024-04-30 01:01:12 transreid.train INFO: Epoch[89] Iter[20/243] Loss: 0.093, Acc: 0.996, Base Lr: 1.26e-04
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2024-04-30 01:02:01 transreid.train INFO: Epoch 89 done. Time per epoch: 55.564[s] Speed: 536.7[samples/s]
2024-04-30 01:02:07 transreid.train INFO: Epoch[90] Iter[20/243] Loss: 0.099, Acc: 0.995, Base Lr: 1.19e-04
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2024-04-30 01:02:57 transreid.train INFO: Epoch 90 done. Time per epoch: 55.583[s] Speed: 538.9[samples/s]
2024-04-30 01:03:03 transreid.train INFO: Epoch[91] Iter[20/243] Loss: 0.112, Acc: 0.993, Base Lr: 1.11e-04
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2024-04-30 01:03:53 transreid.train INFO: Epoch 91 done. Time per epoch: 56.300[s] Speed: 532.0[samples/s]
2024-04-30 01:03:59 transreid.train INFO: Epoch[92] Iter[20/243] Loss: 0.089, Acc: 0.997, Base Lr: 1.04e-04
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2024-04-30 01:04:48 transreid.train INFO: Epoch 92 done. Time per epoch: 55.237[s] Speed: 539.9[samples/s]
2024-04-30 01:04:55 transreid.train INFO: Epoch[93] Iter[20/243] Loss: 0.109, Acc: 0.995, Base Lr: 9.72e-05
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2024-04-30 01:05:44 transreid.train INFO: Epoch 93 done. Time per epoch: 55.364[s] Speed: 538.7[samples/s]
2024-04-30 01:05:50 transreid.train INFO: Epoch[94] Iter[20/243] Loss: 0.075, Acc: 0.996, Base Lr: 9.06e-05
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2024-04-30 01:06:39 transreid.train INFO: Epoch 94 done. Time per epoch: 54.993[s] Speed: 542.3[samples/s]
2024-04-30 01:06:45 transreid.train INFO: Epoch[95] Iter[20/243] Loss: 0.092, Acc: 0.995, Base Lr: 8.41e-05
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2024-04-30 01:07:34 transreid.train INFO: Epoch 95 done. Time per epoch: 54.858[s] Speed: 546.0[samples/s]
2024-04-30 01:07:40 transreid.train INFO: Epoch[96] Iter[20/243] Loss: 0.097, Acc: 0.995, Base Lr: 7.78e-05
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2024-04-30 01:08:29 transreid.train INFO: Epoch 96 done. Time per epoch: 55.875[s] Speed: 536.1[samples/s]
2024-04-30 01:08:35 transreid.train INFO: Epoch[97] Iter[20/243] Loss: 0.094, Acc: 0.995, Base Lr: 7.18e-05
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2024-04-30 01:09:26 transreid.train INFO: Epoch 97 done. Time per epoch: 56.494[s] Speed: 530.2[samples/s]
2024-04-30 01:09:32 transreid.train INFO: Epoch[98] Iter[20/243] Loss: 0.088, Acc: 0.996, Base Lr: 6.60e-05
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2024-04-30 01:10:21 transreid.train INFO: Epoch 98 done. Time per epoch: 54.700[s] Speed: 545.2[samples/s]
2024-04-30 01:10:27 transreid.train INFO: Epoch[99] Iter[20/243] Loss: 0.092, Acc: 0.997, Base Lr: 6.04e-05
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2024-04-30 01:11:16 transreid.train INFO: Epoch 99 done. Time per epoch: 55.217[s] Speed: 542.4[samples/s]
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2024-04-30 01:12:11 transreid.train INFO: Epoch 100 done. Time per epoch: 55.187[s] Speed: 540.4[samples/s]
2024-04-30 01:12:17 transreid.train INFO: Epoch[101] Iter[20/243] Loss: 0.092, Acc: 0.996, Base Lr: 5.00e-05
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2024-04-30 01:13:06 transreid.train INFO: Epoch 101 done. Time per epoch: 55.218[s] Speed: 542.4[samples/s]
2024-04-30 01:13:13 transreid.train INFO: Epoch[102] Iter[20/243] Loss: 0.095, Acc: 0.997, Base Lr: 4.51e-05
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2024-04-30 01:14:03 transreid.train INFO: Epoch 102 done. Time per epoch: 56.543[s] Speed: 529.7[samples/s]
2024-04-30 01:14:09 transreid.train INFO: Epoch[103] Iter[20/243] Loss: 0.092, Acc: 0.995, Base Lr: 4.05e-05
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2024-04-30 01:14:58 transreid.train INFO: Epoch 103 done. Time per epoch: 54.806[s] Speed: 544.2[samples/s]
2024-04-30 01:15:04 transreid.train INFO: Epoch[104] Iter[20/243] Loss: 0.090, Acc: 0.998, Base Lr: 3.61e-05
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2024-04-30 01:15:53 transreid.train INFO: Epoch 104 done. Time per epoch: 55.880[s] Speed: 536.0[samples/s]
2024-04-30 01:15:59 transreid.train INFO: Epoch[105] Iter[20/243] Loss: 0.097, Acc: 0.996, Base Lr: 3.20e-05
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2024-04-30 01:16:49 transreid.train INFO: Epoch 105 done. Time per epoch: 55.457[s] Speed: 540.1[samples/s]
2024-04-30 01:16:55 transreid.train INFO: Epoch[106] Iter[20/243] Loss: 0.079, Acc: 0.997, Base Lr: 2.81e-05
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2024-04-30 01:17:44 transreid.train INFO: Epoch 106 done. Time per epoch: 55.030[s] Speed: 544.3[samples/s]
2024-04-30 01:17:50 transreid.train INFO: Epoch[107] Iter[20/243] Loss: 0.092, Acc: 0.996, Base Lr: 2.45e-05
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2024-04-30 01:18:39 transreid.train INFO: Epoch 107 done. Time per epoch: 55.005[s] Speed: 542.2[samples/s]
2024-04-30 01:18:45 transreid.train INFO: Epoch[108] Iter[20/243] Loss: 0.100, Acc: 0.996, Base Lr: 2.11e-05
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2024-04-30 01:19:34 transreid.train INFO: Epoch 108 done. Time per epoch: 55.144[s] Speed: 543.2[samples/s]
2024-04-30 01:19:40 transreid.train INFO: Epoch[109] Iter[20/243] Loss: 0.101, Acc: 0.996, Base Lr: 1.80e-05
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2024-04-30 01:20:30 transreid.train INFO: Epoch 109 done. Time per epoch: 56.384[s] Speed: 531.2[samples/s]
2024-04-30 01:20:37 transreid.train INFO: Epoch[110] Iter[20/243] Loss: 0.097, Acc: 0.996, Base Lr: 1.52e-05
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2024-04-30 01:21:27 transreid.train INFO: Epoch 110 done. Time per epoch: 56.104[s] Speed: 533.9[samples/s]
2024-04-30 01:21:33 transreid.train INFO: Epoch[111] Iter[20/243] Loss: 0.077, Acc: 0.998, Base Lr: 1.26e-05
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2024-04-30 01:22:23 transreid.train INFO: Epoch 111 done. Time per epoch: 56.440[s] Speed: 533.0[samples/s]
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2024-04-30 01:23:18 transreid.train INFO: Epoch 112 done. Time per epoch: 54.794[s] Speed: 546.6[samples/s]
2024-04-30 01:23:24 transreid.train INFO: Epoch[113] Iter[20/243] Loss: 0.088, Acc: 0.997, Base Lr: 8.28e-06
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2024-04-30 01:23:42 transreid.train INFO: Epoch[113] Iter[100/243] Loss: 0.081, Acc: 0.997, Base Lr: 8.28e-06
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2024-04-30 01:24:00 transreid.train INFO: Epoch[113] Iter[180/243] Loss: 0.075, Acc: 0.997, Base Lr: 8.28e-06
2024-04-30 01:24:04 transreid.train INFO: Epoch[113] Iter[200/243] Loss: 0.073, Acc: 0.996, Base Lr: 8.28e-06
2024-04-30 01:24:09 transreid.train INFO: Epoch[113] Iter[220/243] Loss: 0.072, Acc: 0.997, Base Lr: 8.28e-06
2024-04-30 01:24:12 transreid.train INFO: Epoch 113 done. Time per epoch: 54.603[s] Speed: 548.5[samples/s]
2024-04-30 01:24:19 transreid.train INFO: Epoch[114] Iter[20/243] Loss: 0.081, Acc: 0.996, Base Lr: 6.51e-06
2024-04-30 01:24:24 transreid.train INFO: Epoch[114] Iter[40/243] Loss: 0.089, Acc: 0.995, Base Lr: 6.51e-06
2024-04-30 01:24:29 transreid.train INFO: Epoch[114] Iter[60/243] Loss: 0.090, Acc: 0.995, Base Lr: 6.51e-06
2024-04-30 01:24:33 transreid.train INFO: Epoch[114] Iter[80/243] Loss: 0.087, Acc: 0.996, Base Lr: 6.51e-06
2024-04-30 01:24:38 transreid.train INFO: Epoch[114] Iter[100/243] Loss: 0.087, Acc: 0.996, Base Lr: 6.51e-06
2024-04-30 01:24:43 transreid.train INFO: Epoch[114] Iter[120/243] Loss: 0.089, Acc: 0.996, Base Lr: 6.51e-06
2024-04-30 01:24:47 transreid.train INFO: Epoch[114] Iter[140/243] Loss: 0.087, Acc: 0.996, Base Lr: 6.51e-06
2024-04-30 01:24:52 transreid.train INFO: Epoch[114] Iter[160/243] Loss: 0.086, Acc: 0.996, Base Lr: 6.51e-06
2024-04-30 01:24:57 transreid.train INFO: Epoch[114] Iter[180/243] Loss: 0.083, Acc: 0.996, Base Lr: 6.51e-06
2024-04-30 01:25:01 transreid.train INFO: Epoch[114] Iter[200/243] Loss: 0.081, Acc: 0.996, Base Lr: 6.51e-06
2024-04-30 01:25:05 transreid.train INFO: Epoch[114] Iter[220/243] Loss: 0.079, Acc: 0.996, Base Lr: 6.51e-06
2024-04-30 01:25:09 transreid.train INFO: Epoch 114 done. Time per epoch: 56.296[s] Speed: 529.8[samples/s]
2024-04-30 01:25:15 transreid.train INFO: Epoch[115] Iter[20/243] Loss: 0.093, Acc: 0.996, Base Lr: 5.02e-06
2024-04-30 01:25:20 transreid.train INFO: Epoch[115] Iter[40/243] Loss: 0.095, Acc: 0.997, Base Lr: 5.02e-06
2024-04-30 01:25:25 transreid.train INFO: Epoch[115] Iter[60/243] Loss: 0.089, Acc: 0.997, Base Lr: 5.02e-06
2024-04-30 01:25:29 transreid.train INFO: Epoch[115] Iter[80/243] Loss: 0.090, Acc: 0.997, Base Lr: 5.02e-06
2024-04-30 01:25:34 transreid.train INFO: Epoch[115] Iter[100/243] Loss: 0.087, Acc: 0.996, Base Lr: 5.02e-06
2024-04-30 01:25:39 transreid.train INFO: Epoch[115] Iter[120/243] Loss: 0.083, Acc: 0.997, Base Lr: 5.02e-06
2024-04-30 01:25:43 transreid.train INFO: Epoch[115] Iter[140/243] Loss: 0.082, Acc: 0.997, Base Lr: 5.02e-06
2024-04-30 01:25:48 transreid.train INFO: Epoch[115] Iter[160/243] Loss: 0.079, Acc: 0.996, Base Lr: 5.02e-06
2024-04-30 01:25:52 transreid.train INFO: Epoch[115] Iter[180/243] Loss: 0.077, Acc: 0.997, Base Lr: 5.02e-06
2024-04-30 01:25:57 transreid.train INFO: Epoch[115] Iter[200/243] Loss: 0.076, Acc: 0.996, Base Lr: 5.02e-06
2024-04-30 01:26:01 transreid.train INFO: Epoch[115] Iter[220/243] Loss: 0.074, Acc: 0.996, Base Lr: 5.02e-06
2024-04-30 01:26:05 transreid.train INFO: Epoch 115 done. Time per epoch: 56.141[s] Speed: 533.5[samples/s]
2024-04-30 01:26:11 transreid.train INFO: Epoch[116] Iter[20/243] Loss: 0.096, Acc: 0.996, Base Lr: 3.79e-06
2024-04-30 01:26:16 transreid.train INFO: Epoch[116] Iter[40/243] Loss: 0.089, Acc: 0.996, Base Lr: 3.79e-06
2024-04-30 01:26:20 transreid.train INFO: Epoch[116] Iter[60/243] Loss: 0.087, Acc: 0.997, Base Lr: 3.79e-06
2024-04-30 01:26:25 transreid.train INFO: Epoch[116] Iter[80/243] Loss: 0.083, Acc: 0.997, Base Lr: 3.79e-06
2024-04-30 01:26:30 transreid.train INFO: Epoch[116] Iter[100/243] Loss: 0.084, Acc: 0.996, Base Lr: 3.79e-06
2024-04-30 01:26:35 transreid.train INFO: Epoch[116] Iter[120/243] Loss: 0.083, Acc: 0.996, Base Lr: 3.79e-06
2024-04-30 01:26:39 transreid.train INFO: Epoch[116] Iter[140/243] Loss: 0.081, Acc: 0.997, Base Lr: 3.79e-06
2024-04-30 01:26:44 transreid.train INFO: Epoch[116] Iter[160/243] Loss: 0.080, Acc: 0.996, Base Lr: 3.79e-06
2024-04-30 01:26:49 transreid.train INFO: Epoch[116] Iter[180/243] Loss: 0.078, Acc: 0.996, Base Lr: 3.79e-06
2024-04-30 01:26:53 transreid.train INFO: Epoch[116] Iter[200/243] Loss: 0.076, Acc: 0.997, Base Lr: 3.79e-06
2024-04-30 01:26:58 transreid.train INFO: Epoch[116] Iter[220/243] Loss: 0.073, Acc: 0.997, Base Lr: 3.79e-06
2024-04-30 01:27:02 transreid.train INFO: Epoch 116 done. Time per epoch: 57.555[s] Speed: 522.6[samples/s]
2024-04-30 01:27:09 transreid.train INFO: Epoch[117] Iter[20/243] Loss: 0.098, Acc: 0.996, Base Lr: 2.83e-06
2024-04-30 01:27:14 transreid.train INFO: Epoch[117] Iter[40/243] Loss: 0.091, Acc: 0.997, Base Lr: 2.83e-06
2024-04-30 01:27:19 transreid.train INFO: Epoch[117] Iter[60/243] Loss: 0.087, Acc: 0.996, Base Lr: 2.83e-06
2024-04-30 01:27:23 transreid.train INFO: Epoch[117] Iter[80/243] Loss: 0.087, Acc: 0.996, Base Lr: 2.83e-06
2024-04-30 01:27:28 transreid.train INFO: Epoch[117] Iter[100/243] Loss: 0.083, Acc: 0.996, Base Lr: 2.83e-06
2024-04-30 01:27:33 transreid.train INFO: Epoch[117] Iter[120/243] Loss: 0.081, Acc: 0.996, Base Lr: 2.83e-06
2024-04-30 01:27:38 transreid.train INFO: Epoch[117] Iter[140/243] Loss: 0.079, Acc: 0.997, Base Lr: 2.83e-06
2024-04-30 01:27:42 transreid.train INFO: Epoch[117] Iter[160/243] Loss: 0.078, Acc: 0.997, Base Lr: 2.83e-06
2024-04-30 01:27:47 transreid.train INFO: Epoch[117] Iter[180/243] Loss: 0.075, Acc: 0.997, Base Lr: 2.83e-06
2024-04-30 01:27:51 transreid.train INFO: Epoch[117] Iter[200/243] Loss: 0.074, Acc: 0.997, Base Lr: 2.83e-06
2024-04-30 01:27:56 transreid.train INFO: Epoch[117] Iter[220/243] Loss: 0.072, Acc: 0.997, Base Lr: 2.83e-06
2024-04-30 01:27:59 transreid.train INFO: Epoch 117 done. Time per epoch: 56.878[s] Speed: 526.6[samples/s]
2024-04-30 01:28:05 transreid.train INFO: Epoch[118] Iter[20/243] Loss: 0.088, Acc: 0.995, Base Lr: 2.15e-06
2024-04-30 01:28:10 transreid.train INFO: Epoch[118] Iter[40/243] Loss: 0.091, Acc: 0.996, Base Lr: 2.15e-06
2024-04-30 01:28:15 transreid.train INFO: Epoch[118] Iter[60/243] Loss: 0.086, Acc: 0.996, Base Lr: 2.15e-06
2024-04-30 01:28:19 transreid.train INFO: Epoch[118] Iter[80/243] Loss: 0.084, Acc: 0.996, Base Lr: 2.15e-06
2024-04-30 01:28:24 transreid.train INFO: Epoch[118] Iter[100/243] Loss: 0.084, Acc: 0.996, Base Lr: 2.15e-06
2024-04-30 01:28:28 transreid.train INFO: Epoch[118] Iter[120/243] Loss: 0.081, Acc: 0.996, Base Lr: 2.15e-06
2024-04-30 01:28:33 transreid.train INFO: Epoch[118] Iter[140/243] Loss: 0.082, Acc: 0.996, Base Lr: 2.15e-06
2024-04-30 01:28:37 transreid.train INFO: Epoch[118] Iter[160/243] Loss: 0.079, Acc: 0.996, Base Lr: 2.15e-06
2024-04-30 01:28:42 transreid.train INFO: Epoch[118] Iter[180/243] Loss: 0.077, Acc: 0.997, Base Lr: 2.15e-06
2024-04-30 01:28:46 transreid.train INFO: Epoch[118] Iter[200/243] Loss: 0.075, Acc: 0.997, Base Lr: 2.15e-06
2024-04-30 01:28:51 transreid.train INFO: Epoch[118] Iter[220/243] Loss: 0.075, Acc: 0.997, Base Lr: 2.15e-06
2024-04-30 01:28:54 transreid.train INFO: Epoch 118 done. Time per epoch: 55.145[s] Speed: 540.8[samples/s]
2024-04-30 01:29:01 transreid.train INFO: Epoch[119] Iter[20/243] Loss: 0.084, Acc: 0.996, Base Lr: 1.74e-06
2024-04-30 01:29:05 transreid.train INFO: Epoch[119] Iter[40/243] Loss: 0.083, Acc: 0.996, Base Lr: 1.74e-06
2024-04-30 01:29:10 transreid.train INFO: Epoch[119] Iter[60/243] Loss: 0.081, Acc: 0.997, Base Lr: 1.74e-06
2024-04-30 01:29:15 transreid.train INFO: Epoch[119] Iter[80/243] Loss: 0.078, Acc: 0.997, Base Lr: 1.74e-06
2024-04-30 01:29:19 transreid.train INFO: Epoch[119] Iter[100/243] Loss: 0.079, Acc: 0.997, Base Lr: 1.74e-06
2024-04-30 01:29:24 transreid.train INFO: Epoch[119] Iter[120/243] Loss: 0.077, Acc: 0.997, Base Lr: 1.74e-06
2024-04-30 01:29:29 transreid.train INFO: Epoch[119] Iter[140/243] Loss: 0.074, Acc: 0.997, Base Lr: 1.74e-06
2024-04-30 01:29:33 transreid.train INFO: Epoch[119] Iter[160/243] Loss: 0.073, Acc: 0.997, Base Lr: 1.74e-06
2024-04-30 01:29:38 transreid.train INFO: Epoch[119] Iter[180/243] Loss: 0.071, Acc: 0.997, Base Lr: 1.74e-06
2024-04-30 01:29:42 transreid.train INFO: Epoch[119] Iter[200/243] Loss: 0.070, Acc: 0.998, Base Lr: 1.74e-06
2024-04-30 01:29:47 transreid.train INFO: Epoch[119] Iter[220/243] Loss: 0.068, Acc: 0.998, Base Lr: 1.74e-06
2024-04-30 01:29:50 transreid.train INFO: Epoch 119 done. Time per epoch: 55.971[s] Speed: 535.1[samples/s]
2024-04-30 01:29:56 transreid.train INFO: Epoch[120] Iter[20/243] Loss: 0.089, Acc: 0.995, Base Lr: 1.60e-06
2024-04-30 01:30:01 transreid.train INFO: Epoch[120] Iter[40/243] Loss: 0.094, Acc: 0.995, Base Lr: 1.60e-06
2024-04-30 01:30:06 transreid.train INFO: Epoch[120] Iter[60/243] Loss: 0.090, Acc: 0.995, Base Lr: 1.60e-06
2024-04-30 01:30:10 transreid.train INFO: Epoch[120] Iter[80/243] Loss: 0.088, Acc: 0.995, Base Lr: 1.60e-06
2024-04-30 01:30:15 transreid.train INFO: Epoch[120] Iter[100/243] Loss: 0.086, Acc: 0.996, Base Lr: 1.60e-06
2024-04-30 01:30:20 transreid.train INFO: Epoch[120] Iter[120/243] Loss: 0.084, Acc: 0.996, Base Lr: 1.60e-06
2024-04-30 01:30:24 transreid.train INFO: Epoch[120] Iter[140/243] Loss: 0.082, Acc: 0.996, Base Lr: 1.60e-06
2024-04-30 01:30:29 transreid.train INFO: Epoch[120] Iter[160/243] Loss: 0.081, Acc: 0.996, Base Lr: 1.60e-06
2024-04-30 01:30:33 transreid.train INFO: Epoch[120] Iter[180/243] Loss: 0.078, Acc: 0.996, Base Lr: 1.60e-06
2024-04-30 01:30:37 transreid.train INFO: Epoch[120] Iter[200/243] Loss: 0.076, Acc: 0.997, Base Lr: 1.60e-06
2024-04-30 01:30:42 transreid.train INFO: Epoch[120] Iter[220/243] Loss: 0.075, Acc: 0.996, Base Lr: 1.60e-06
2024-04-30 01:30:46 transreid.train INFO: Epoch 120 done. Time per epoch: 55.166[s] Speed: 542.9[samples/s]
2024-04-30 01:33:53 transreid.train INFO: Validation Results - Epoch: 120
2024-04-30 01:33:53 transreid.train INFO: mAP: 73.2%
2024-04-30 01:33:53 transreid.train INFO: CMC curve, Rank-1  :88.8%
2024-04-30 01:33:53 transreid.train INFO: CMC curve, Rank-5  :94.5%
2024-04-30 01:33:53 transreid.train INFO: CMC curve, Rank-10 :96.0%
