2024-05-06 01:29:42 transreid INFO: Saving model in the path :log/bs_exp/ResNet152_IBN_MSMT17/128bs_lr0.0008_ep120_warm20_seed0
2024-05-06 01:29:42 transreid INFO: Loaded configuration file configs/msmt17/resnet152_ibn.yml
2024-05-06 01:29:42 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: 0
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: resnet152_ibn
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet152_IBN.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/ResNet152_IBN_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: 
2024-05-06 01:29:42 transreid.check INFO: Dataset statistics:
2024-05-06 01:29:42 transreid.check INFO:   ----------------------------------------
2024-05-06 01:29:42 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-06 01:29:42 transreid.check INFO:   ----------------------------------------
2024-05-06 01:29:42 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-06 01:29:42 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-06 01:29:42 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-06 01:29:42 transreid.check INFO:   ----------------------------------------
2024-05-06 01:29:47 transreid INFO: ===========using cosine learning rate=======
2024-05-06 01:29:47 transreid.train INFO: start training
2024-05-06 01:30:02 transreid.train INFO: Epoch[1] Iter[20/243] Loss: 17.899, Acc: 0.001, Base Lr: 4.76e-05
2024-05-06 01:30:10 transreid.train INFO: Epoch[1] Iter[40/243] Loss: 16.842, Acc: 0.002, Base Lr: 4.76e-05
2024-05-06 01:30:17 transreid.train INFO: Epoch[1] Iter[60/243] Loss: 15.841, Acc: 0.002, Base Lr: 4.76e-05
2024-05-06 01:30:25 transreid.train INFO: Epoch[1] Iter[80/243] Loss: 15.173, Acc: 0.002, Base Lr: 4.76e-05
2024-05-06 01:30:33 transreid.train INFO: Epoch[1] Iter[100/243] Loss: 14.630, Acc: 0.002, Base Lr: 4.76e-05
2024-05-06 01:30:41 transreid.train INFO: Epoch[1] Iter[120/243] Loss: 14.188, Acc: 0.002, Base Lr: 4.76e-05
2024-05-06 01:30:49 transreid.train INFO: Epoch[1] Iter[140/243] Loss: 13.892, Acc: 0.002, Base Lr: 4.76e-05
2024-05-06 01:30:56 transreid.train INFO: Epoch[1] Iter[160/243] Loss: 13.576, Acc: 0.002, Base Lr: 4.76e-05
2024-05-06 01:31:04 transreid.train INFO: Epoch[1] Iter[180/243] Loss: 13.330, Acc: 0.002, Base Lr: 4.76e-05
2024-05-06 01:31:12 transreid.train INFO: Epoch[1] Iter[200/243] Loss: 13.109, Acc: 0.002, Base Lr: 4.76e-05
2024-05-06 01:31:20 transreid.train INFO: Epoch[1] Iter[220/243] Loss: 12.908, Acc: 0.002, Base Lr: 4.76e-05
2024-05-06 01:31:25 transreid.train INFO: Epoch 1 done. Time per epoch: 97.180[s] Speed: 306.9[samples/s]
2024-05-06 01:31:34 transreid.train INFO: Epoch[2] Iter[20/243] Loss: 9.863, Acc: 0.002, Base Lr: 8.72e-05
2024-05-06 01:31:42 transreid.train INFO: Epoch[2] Iter[40/243] Loss: 9.721, Acc: 0.004, Base Lr: 8.72e-05
2024-05-06 01:31:50 transreid.train INFO: Epoch[2] Iter[60/243] Loss: 9.558, Acc: 0.006, Base Lr: 8.72e-05
2024-05-06 01:31:58 transreid.train INFO: Epoch[2] Iter[80/243] Loss: 9.401, Acc: 0.008, Base Lr: 8.72e-05
2024-05-06 01:32:06 transreid.train INFO: Epoch[2] Iter[100/243] Loss: 9.278, Acc: 0.009, Base Lr: 8.72e-05
2024-05-06 01:32:14 transreid.train INFO: Epoch[2] Iter[120/243] Loss: 9.161, Acc: 0.011, Base Lr: 8.72e-05
2024-05-06 01:32:21 transreid.train INFO: Epoch[2] Iter[140/243] Loss: 9.063, Acc: 0.012, Base Lr: 8.72e-05
2024-05-06 01:32:29 transreid.train INFO: Epoch[2] Iter[160/243] Loss: 8.968, Acc: 0.017, Base Lr: 8.72e-05
2024-05-06 01:32:37 transreid.train INFO: Epoch[2] Iter[180/243] Loss: 8.895, Acc: 0.022, Base Lr: 8.72e-05
2024-05-06 01:32:45 transreid.train INFO: Epoch[2] Iter[200/243] Loss: 8.838, Acc: 0.030, Base Lr: 8.72e-05
2024-05-06 01:32:53 transreid.train INFO: Epoch[2] Iter[220/243] Loss: 8.775, Acc: 0.048, Base Lr: 8.72e-05
2024-05-06 01:32:58 transreid.train INFO: Epoch 2 done. Time per epoch: 93.045[s] Speed: 320.5[samples/s]
2024-05-06 01:33:07 transreid.train INFO: Epoch[3] Iter[20/243] Loss: 7.971, Acc: 0.087, Base Lr: 1.27e-04
2024-05-06 01:33:15 transreid.train INFO: Epoch[3] Iter[40/243] Loss: 7.925, Acc: 0.092, Base Lr: 1.27e-04
2024-05-06 01:33:22 transreid.train INFO: Epoch[3] Iter[60/243] Loss: 7.875, Acc: 0.107, Base Lr: 1.27e-04
2024-05-06 01:33:30 transreid.train INFO: Epoch[3] Iter[80/243] Loss: 7.869, Acc: 0.114, Base Lr: 1.27e-04
2024-05-06 01:33:38 transreid.train INFO: Epoch[3] Iter[100/243] Loss: 7.837, Acc: 0.127, Base Lr: 1.27e-04
2024-05-06 01:33:46 transreid.train INFO: Epoch[3] Iter[120/243] Loss: 7.824, Acc: 0.143, Base Lr: 1.27e-04
2024-05-06 01:33:54 transreid.train INFO: Epoch[3] Iter[140/243] Loss: 7.797, Acc: 0.152, Base Lr: 1.27e-04
2024-05-06 01:34:02 transreid.train INFO: Epoch[3] Iter[160/243] Loss: 7.773, Acc: 0.168, Base Lr: 1.27e-04
2024-05-06 01:34:10 transreid.train INFO: Epoch[3] Iter[180/243] Loss: 7.753, Acc: 0.188, Base Lr: 1.27e-04
2024-05-06 01:34:18 transreid.train INFO: Epoch[3] Iter[200/243] Loss: 7.736, Acc: 0.215, Base Lr: 1.27e-04
2024-05-06 01:34:26 transreid.train INFO: Epoch[3] Iter[220/243] Loss: 7.711, Acc: 0.254, Base Lr: 1.27e-04
2024-05-06 01:34:31 transreid.train INFO: Epoch 3 done. Time per epoch: 92.516[s] Speed: 322.4[samples/s]
2024-05-06 01:34:39 transreid.train INFO: Epoch[4] Iter[20/243] Loss: 7.446, Acc: 0.189, Base Lr: 1.66e-04
2024-05-06 01:34:47 transreid.train INFO: Epoch[4] Iter[40/243] Loss: 7.451, Acc: 0.179, Base Lr: 1.66e-04
2024-05-06 01:34:55 transreid.train INFO: Epoch[4] Iter[60/243] Loss: 7.426, Acc: 0.196, Base Lr: 1.66e-04
2024-05-06 01:35:03 transreid.train INFO: Epoch[4] Iter[80/243] Loss: 7.406, Acc: 0.199, Base Lr: 1.66e-04
2024-05-06 01:35:11 transreid.train INFO: Epoch[4] Iter[100/243] Loss: 7.391, Acc: 0.202, Base Lr: 1.66e-04
2024-05-06 01:35:19 transreid.train INFO: Epoch[4] Iter[120/243] Loss: 7.372, Acc: 0.213, Base Lr: 1.66e-04
2024-05-06 01:35:27 transreid.train INFO: Epoch[4] Iter[140/243] Loss: 7.353, Acc: 0.229, Base Lr: 1.66e-04
2024-05-06 01:35:35 transreid.train INFO: Epoch[4] Iter[160/243] Loss: 7.332, Acc: 0.248, Base Lr: 1.66e-04
2024-05-06 01:35:43 transreid.train INFO: Epoch[4] Iter[180/243] Loss: 7.310, Acc: 0.272, Base Lr: 1.66e-04
2024-05-06 01:35:51 transreid.train INFO: Epoch[4] Iter[200/243] Loss: 7.281, Acc: 0.304, Base Lr: 1.66e-04
2024-05-06 01:35:58 transreid.train INFO: Epoch[4] Iter[220/243] Loss: 7.251, Acc: 0.340, Base Lr: 1.66e-04
2024-05-06 01:36:04 transreid.train INFO: Epoch 4 done. Time per epoch: 92.760[s] Speed: 322.9[samples/s]
2024-05-06 01:36:12 transreid.train INFO: Epoch[5] Iter[20/243] Loss: 7.102, Acc: 0.198, Base Lr: 2.06e-04
2024-05-06 01:36:20 transreid.train INFO: Epoch[5] Iter[40/243] Loss: 7.109, Acc: 0.176, Base Lr: 2.06e-04
2024-05-06 01:36:28 transreid.train INFO: Epoch[5] Iter[60/243] Loss: 7.102, Acc: 0.179, Base Lr: 2.06e-04
2024-05-06 01:36:36 transreid.train INFO: Epoch[5] Iter[80/243] Loss: 7.064, Acc: 0.190, Base Lr: 2.06e-04
2024-05-06 01:36:44 transreid.train INFO: Epoch[5] Iter[100/243] Loss: 7.039, Acc: 0.203, Base Lr: 2.06e-04
2024-05-06 01:36:52 transreid.train INFO: Epoch[5] Iter[120/243] Loss: 7.023, Acc: 0.218, Base Lr: 2.06e-04
2024-05-06 01:37:00 transreid.train INFO: Epoch[5] Iter[140/243] Loss: 6.995, Acc: 0.235, Base Lr: 2.06e-04
2024-05-06 01:37:08 transreid.train INFO: Epoch[5] Iter[160/243] Loss: 6.975, Acc: 0.254, Base Lr: 2.06e-04
2024-05-06 01:37:16 transreid.train INFO: Epoch[5] Iter[180/243] Loss: 6.950, Acc: 0.276, Base Lr: 2.06e-04
2024-05-06 01:37:24 transreid.train INFO: Epoch[5] Iter[200/243] Loss: 6.912, Acc: 0.311, Base Lr: 2.06e-04
2024-05-06 01:37:31 transreid.train INFO: Epoch[5] Iter[220/243] Loss: 6.854, Acc: 0.352, Base Lr: 2.06e-04
2024-05-06 01:37:37 transreid.train INFO: Epoch 5 done. Time per epoch: 93.441[s] Speed: 320.5[samples/s]
2024-05-06 01:37:46 transreid.train INFO: Epoch[6] Iter[20/243] Loss: 6.804, Acc: 0.164, Base Lr: 2.46e-04
2024-05-06 01:37:54 transreid.train INFO: Epoch[6] Iter[40/243] Loss: 6.761, Acc: 0.167, Base Lr: 2.46e-04
2024-05-06 01:38:02 transreid.train INFO: Epoch[6] Iter[60/243] Loss: 6.763, Acc: 0.172, Base Lr: 2.46e-04
2024-05-06 01:38:10 transreid.train INFO: Epoch[6] Iter[80/243] Loss: 6.730, Acc: 0.185, Base Lr: 2.46e-04
2024-05-06 01:38:18 transreid.train INFO: Epoch[6] Iter[100/243] Loss: 6.681, Acc: 0.202, Base Lr: 2.46e-04
2024-05-06 01:38:25 transreid.train INFO: Epoch[6] Iter[120/243] Loss: 6.646, Acc: 0.215, Base Lr: 2.46e-04
2024-05-06 01:38:33 transreid.train INFO: Epoch[6] Iter[140/243] Loss: 6.614, Acc: 0.231, Base Lr: 2.46e-04
2024-05-06 01:38:41 transreid.train INFO: Epoch[6] Iter[160/243] Loss: 6.561, Acc: 0.251, Base Lr: 2.46e-04
2024-05-06 01:38:48 transreid.train INFO: Epoch[6] Iter[180/243] Loss: 6.513, Acc: 0.277, Base Lr: 2.46e-04
2024-05-06 01:38:56 transreid.train INFO: Epoch[6] Iter[200/243] Loss: 6.449, Acc: 0.307, Base Lr: 2.46e-04
2024-05-06 01:39:04 transreid.train INFO: Epoch[6] Iter[220/243] Loss: 6.362, Acc: 0.343, Base Lr: 2.46e-04
2024-05-06 01:39:10 transreid.train INFO: Epoch 6 done. Time per epoch: 92.987[s] Speed: 322.1[samples/s]
2024-05-06 01:39:19 transreid.train INFO: Epoch[7] Iter[20/243] Loss: 6.348, Acc: 0.175, Base Lr: 2.85e-04
2024-05-06 01:39:27 transreid.train INFO: Epoch[7] Iter[40/243] Loss: 6.326, Acc: 0.170, Base Lr: 2.85e-04
2024-05-06 01:39:34 transreid.train INFO: Epoch[7] Iter[60/243] Loss: 6.315, Acc: 0.169, Base Lr: 2.85e-04
2024-05-06 01:39:42 transreid.train INFO: Epoch[7] Iter[80/243] Loss: 6.274, Acc: 0.177, Base Lr: 2.85e-04
2024-05-06 01:39:50 transreid.train INFO: Epoch[7] Iter[100/243] Loss: 6.213, Acc: 0.190, Base Lr: 2.85e-04
2024-05-06 01:39:58 transreid.train INFO: Epoch[7] Iter[120/243] Loss: 6.161, Acc: 0.199, Base Lr: 2.85e-04
2024-05-06 01:40:06 transreid.train INFO: Epoch[7] Iter[140/243] Loss: 6.103, Acc: 0.213, Base Lr: 2.85e-04
2024-05-06 01:40:14 transreid.train INFO: Epoch[7] Iter[160/243] Loss: 6.049, Acc: 0.233, Base Lr: 2.85e-04
2024-05-06 01:40:22 transreid.train INFO: Epoch[7] Iter[180/243] Loss: 5.971, Acc: 0.258, Base Lr: 2.85e-04
2024-05-06 01:40:30 transreid.train INFO: Epoch[7] Iter[200/243] Loss: 5.887, Acc: 0.287, Base Lr: 2.85e-04
2024-05-06 01:40:38 transreid.train INFO: Epoch[7] Iter[220/243] Loss: 5.758, Acc: 0.330, Base Lr: 2.85e-04
2024-05-06 01:40:43 transreid.train INFO: Epoch 7 done. Time per epoch: 93.144[s] Speed: 321.6[samples/s]
2024-05-06 01:40:51 transreid.train INFO: Epoch[8] Iter[20/243] Loss: 5.890, Acc: 0.172, Base Lr: 3.25e-04
2024-05-06 01:40:59 transreid.train INFO: Epoch[8] Iter[40/243] Loss: 5.828, Acc: 0.185, Base Lr: 3.25e-04
2024-05-06 01:41:07 transreid.train INFO: Epoch[8] Iter[60/243] Loss: 5.806, Acc: 0.185, Base Lr: 3.25e-04
2024-05-06 01:41:15 transreid.train INFO: Epoch[8] Iter[80/243] Loss: 5.767, Acc: 0.189, Base Lr: 3.25e-04
2024-05-06 01:41:23 transreid.train INFO: Epoch[8] Iter[100/243] Loss: 5.720, Acc: 0.197, Base Lr: 3.25e-04
2024-05-06 01:41:31 transreid.train INFO: Epoch[8] Iter[120/243] Loss: 5.648, Acc: 0.211, Base Lr: 3.25e-04
2024-05-06 01:41:39 transreid.train INFO: Epoch[8] Iter[140/243] Loss: 5.559, Acc: 0.231, Base Lr: 3.25e-04
2024-05-06 01:41:47 transreid.train INFO: Epoch[8] Iter[160/243] Loss: 5.468, Acc: 0.254, Base Lr: 3.25e-04
2024-05-06 01:41:55 transreid.train INFO: Epoch[8] Iter[180/243] Loss: 5.382, Acc: 0.276, Base Lr: 3.25e-04
2024-05-06 01:42:03 transreid.train INFO: Epoch[8] Iter[200/243] Loss: 5.271, Acc: 0.307, Base Lr: 3.25e-04
2024-05-06 01:42:11 transreid.train INFO: Epoch[8] Iter[220/243] Loss: 5.092, Acc: 0.352, Base Lr: 3.25e-04
2024-05-06 01:42:16 transreid.train INFO: Epoch 8 done. Time per epoch: 93.130[s] Speed: 321.6[samples/s]
2024-05-06 01:42:25 transreid.train INFO: Epoch[9] Iter[20/243] Loss: 5.401, Acc: 0.176, Base Lr: 3.64e-04
2024-05-06 01:42:33 transreid.train INFO: Epoch[9] Iter[40/243] Loss: 5.361, Acc: 0.176, Base Lr: 3.64e-04
2024-05-06 01:42:41 transreid.train INFO: Epoch[9] Iter[60/243] Loss: 5.292, Acc: 0.182, Base Lr: 3.64e-04
2024-05-06 01:42:49 transreid.train INFO: Epoch[9] Iter[80/243] Loss: 5.231, Acc: 0.199, Base Lr: 3.64e-04
2024-05-06 01:42:57 transreid.train INFO: Epoch[9] Iter[100/243] Loss: 5.157, Acc: 0.215, Base Lr: 3.64e-04
2024-05-06 01:43:05 transreid.train INFO: Epoch[9] Iter[120/243] Loss: 5.093, Acc: 0.229, Base Lr: 3.64e-04
2024-05-06 01:43:12 transreid.train INFO: Epoch[9] Iter[140/243] Loss: 5.008, Acc: 0.252, Base Lr: 3.64e-04
2024-05-06 01:43:20 transreid.train INFO: Epoch[9] Iter[160/243] Loss: 4.907, Acc: 0.281, Base Lr: 3.64e-04
2024-05-06 01:43:27 transreid.train INFO: Epoch[9] Iter[180/243] Loss: 4.785, Acc: 0.314, Base Lr: 3.64e-04
2024-05-06 01:43:35 transreid.train INFO: Epoch[9] Iter[200/243] Loss: 4.631, Acc: 0.353, Base Lr: 3.64e-04
2024-05-06 01:43:43 transreid.train INFO: Epoch[9] Iter[220/243] Loss: 4.450, Acc: 0.399, Base Lr: 3.64e-04
2024-05-06 01:43:49 transreid.train INFO: Epoch 9 done. Time per epoch: 92.272[s] Speed: 323.2[samples/s]
2024-05-06 01:43:57 transreid.train INFO: Epoch[10] Iter[20/243] Loss: 5.003, Acc: 0.216, Base Lr: 4.04e-04
2024-05-06 01:44:05 transreid.train INFO: Epoch[10] Iter[40/243] Loss: 4.880, Acc: 0.246, Base Lr: 4.04e-04
2024-05-06 01:44:13 transreid.train INFO: Epoch[10] Iter[60/243] Loss: 4.787, Acc: 0.260, Base Lr: 4.04e-04
2024-05-06 01:44:21 transreid.train INFO: Epoch[10] Iter[80/243] Loss: 4.691, Acc: 0.278, Base Lr: 4.04e-04
2024-05-06 01:44:29 transreid.train INFO: Epoch[10] Iter[100/243] Loss: 4.621, Acc: 0.289, Base Lr: 4.04e-04
2024-05-06 01:44:37 transreid.train INFO: Epoch[10] Iter[120/243] Loss: 4.509, Acc: 0.315, Base Lr: 4.04e-04
2024-05-06 01:44:45 transreid.train INFO: Epoch[10] Iter[140/243] Loss: 4.407, Acc: 0.341, Base Lr: 4.04e-04
2024-05-06 01:44:53 transreid.train INFO: Epoch[10] Iter[160/243] Loss: 4.298, Acc: 0.368, Base Lr: 4.04e-04
2024-05-06 01:45:01 transreid.train INFO: Epoch[10] Iter[180/243] Loss: 4.177, Acc: 0.397, Base Lr: 4.04e-04
2024-05-06 01:45:09 transreid.train INFO: Epoch[10] Iter[200/243] Loss: 4.028, Acc: 0.433, Base Lr: 4.04e-04
2024-05-06 01:45:17 transreid.train INFO: Epoch[10] Iter[220/243] Loss: 3.846, Acc: 0.472, Base Lr: 4.04e-04
2024-05-06 01:45:23 transreid.train INFO: Epoch 10 done. Time per epoch: 93.931[s] Speed: 318.9[samples/s]
2024-05-06 01:45:31 transreid.train INFO: Epoch[11] Iter[20/243] Loss: 4.326, Acc: 0.309, Base Lr: 4.44e-04
2024-05-06 01:45:39 transreid.train INFO: Epoch[11] Iter[40/243] Loss: 4.259, Acc: 0.320, Base Lr: 4.44e-04
2024-05-06 01:45:47 transreid.train INFO: Epoch[11] Iter[60/243] Loss: 4.205, Acc: 0.336, Base Lr: 4.44e-04
2024-05-06 01:45:54 transreid.train INFO: Epoch[11] Iter[80/243] Loss: 4.113, Acc: 0.361, Base Lr: 4.44e-04
2024-05-06 01:46:02 transreid.train INFO: Epoch[11] Iter[100/243] Loss: 4.045, Acc: 0.379, Base Lr: 4.44e-04
2024-05-06 01:46:10 transreid.train INFO: Epoch[11] Iter[120/243] Loss: 3.966, Acc: 0.396, Base Lr: 4.44e-04
2024-05-06 01:46:18 transreid.train INFO: Epoch[11] Iter[140/243] Loss: 3.874, Acc: 0.422, Base Lr: 4.44e-04
2024-05-06 01:46:26 transreid.train INFO: Epoch[11] Iter[160/243] Loss: 3.766, Acc: 0.450, Base Lr: 4.44e-04
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2024-05-06 01:46:55 transreid.train INFO: Epoch 11 done. Time per epoch: 92.865[s] Speed: 321.2[samples/s]
2024-05-06 01:47:04 transreid.train INFO: Epoch[12] Iter[20/243] Loss: 3.832, Acc: 0.400, Base Lr: 4.83e-04
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2024-05-06 01:48:28 transreid.train INFO: Epoch 12 done. Time per epoch: 92.906[s] Speed: 322.4[samples/s]
2024-05-06 01:48:37 transreid.train INFO: Epoch[13] Iter[20/243] Loss: 3.282, Acc: 0.514, Base Lr: 5.23e-04
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2024-05-06 01:50:02 transreid.train INFO: Epoch 13 done. Time per epoch: 93.519[s] Speed: 320.3[samples/s]
2024-05-06 01:50:10 transreid.train INFO: Epoch[14] Iter[20/243] Loss: 3.030, Acc: 0.549, Base Lr: 5.62e-04
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2024-05-06 01:51:35 transreid.train INFO: Epoch 14 done. Time per epoch: 92.834[s] Speed: 322.6[samples/s]
2024-05-06 01:51:43 transreid.train INFO: Epoch[15] Iter[20/243] Loss: 2.559, Acc: 0.641, Base Lr: 6.02e-04
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2024-05-06 01:53:08 transreid.train INFO: Epoch 15 done. Time per epoch: 93.481[s] Speed: 320.4[samples/s]
2024-05-06 01:53:17 transreid.train INFO: Epoch[16] Iter[20/243] Loss: 2.177, Acc: 0.700, Base Lr: 6.42e-04
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2024-05-06 01:54:41 transreid.train INFO: Epoch 16 done. Time per epoch: 92.898[s] Speed: 322.4[samples/s]
2024-05-06 01:54:50 transreid.train INFO: Epoch[17] Iter[20/243] Loss: 1.835, Acc: 0.768, Base Lr: 6.81e-04
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2024-05-06 01:56:14 transreid.train INFO: Epoch 17 done. Time per epoch: 93.040[s] Speed: 320.5[samples/s]
2024-05-06 01:56:23 transreid.train INFO: Epoch[18] Iter[20/243] Loss: 1.678, Acc: 0.784, Base Lr: 7.21e-04
2024-05-06 01:56:31 transreid.train INFO: Epoch[18] Iter[40/243] Loss: 1.610, Acc: 0.808, Base Lr: 7.21e-04
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2024-05-06 01:57:48 transreid.train INFO: Epoch 18 done. Time per epoch: 93.715[s] Speed: 319.6[samples/s]
2024-05-06 01:57:56 transreid.train INFO: Epoch[19] Iter[20/243] Loss: 1.242, Acc: 0.858, Base Lr: 7.60e-04
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2024-05-06 01:59:07 transreid.train INFO: Epoch[19] Iter[200/243] Loss: 0.915, Acc: 0.925, Base Lr: 7.60e-04
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2024-05-06 01:59:21 transreid.train INFO: Epoch 19 done. Time per epoch: 92.755[s] Speed: 322.9[samples/s]
2024-05-06 01:59:29 transreid.train INFO: Epoch[20] Iter[20/243] Loss: 1.329, Acc: 0.868, Base Lr: 7.47e-04
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2024-05-06 02:00:33 transreid.train INFO: Epoch[20] Iter[180/243] Loss: 0.873, Acc: 0.935, Base Lr: 7.47e-04
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2024-05-06 02:00:53 transreid.train INFO: Epoch 20 done. Time per epoch: 92.506[s] Speed: 322.4[samples/s]
2024-05-06 02:01:02 transreid.train INFO: Epoch[21] Iter[20/243] Loss: 1.035, Acc: 0.900, Base Lr: 7.41e-04
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2024-05-06 02:02:27 transreid.train INFO: Epoch 21 done. Time per epoch: 93.644[s] Speed: 319.9[samples/s]
2024-05-06 02:02:35 transreid.train INFO: Epoch[22] Iter[20/243] Loss: 0.944, Acc: 0.912, Base Lr: 7.36e-04
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2024-05-06 02:03:22 transreid.train INFO: Epoch[22] Iter[140/243] Loss: 0.687, Acc: 0.951, Base Lr: 7.36e-04
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2024-05-06 02:04:00 transreid.train INFO: Epoch 22 done. Time per epoch: 92.910[s] Speed: 322.4[samples/s]
2024-05-06 02:04:08 transreid.train INFO: Epoch[23] Iter[20/243] Loss: 0.797, Acc: 0.932, Base Lr: 7.30e-04
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2024-05-06 02:05:33 transreid.train INFO: Epoch 23 done. Time per epoch: 93.308[s] Speed: 319.6[samples/s]
2024-05-06 02:05:41 transreid.train INFO: Epoch[24] Iter[20/243] Loss: 0.650, Acc: 0.945, Base Lr: 7.24e-04
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2024-05-06 02:07:06 transreid.train INFO: Epoch 24 done. Time per epoch: 92.882[s] Speed: 322.5[samples/s]
2024-05-06 02:07:14 transreid.train INFO: Epoch[25] Iter[20/243] Loss: 0.626, Acc: 0.953, Base Lr: 7.18e-04
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2024-05-06 02:08:38 transreid.train INFO: Epoch 25 done. Time per epoch: 92.654[s] Speed: 321.9[samples/s]
2024-05-06 02:08:47 transreid.train INFO: Epoch[26] Iter[20/243] Loss: 0.549, Acc: 0.957, Base Lr: 7.11e-04
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2024-05-06 02:10:12 transreid.train INFO: Epoch 26 done. Time per epoch: 93.468[s] Speed: 319.1[samples/s]
2024-05-06 02:10:21 transreid.train INFO: Epoch[27] Iter[20/243] Loss: 0.497, Acc: 0.964, Base Lr: 7.04e-04
2024-05-06 02:10:29 transreid.train INFO: Epoch[27] Iter[40/243] Loss: 0.455, Acc: 0.970, Base Lr: 7.04e-04
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2024-05-06 02:11:45 transreid.train INFO: Epoch 27 done. Time per epoch: 92.865[s] Speed: 321.2[samples/s]
2024-05-06 02:11:53 transreid.train INFO: Epoch[28] Iter[20/243] Loss: 0.452, Acc: 0.967, Base Lr: 6.97e-04
2024-05-06 02:12:01 transreid.train INFO: Epoch[28] Iter[40/243] Loss: 0.412, Acc: 0.974, Base Lr: 6.97e-04
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2024-05-06 02:12:49 transreid.train INFO: Epoch[28] Iter[160/243] Loss: 0.334, Acc: 0.981, Base Lr: 6.97e-04
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2024-05-06 02:13:18 transreid.train INFO: Epoch 28 done. Time per epoch: 93.040[s] Speed: 321.9[samples/s]
2024-05-06 02:13:26 transreid.train INFO: Epoch[29] Iter[20/243] Loss: 0.399, Acc: 0.975, Base Lr: 6.90e-04
2024-05-06 02:13:34 transreid.train INFO: Epoch[29] Iter[40/243] Loss: 0.396, Acc: 0.975, Base Lr: 6.90e-04
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2024-05-06 02:14:30 transreid.train INFO: Epoch[29] Iter[180/243] Loss: 0.308, Acc: 0.982, Base Lr: 6.90e-04
2024-05-06 02:14:38 transreid.train INFO: Epoch[29] Iter[200/243] Loss: 0.300, Acc: 0.983, Base Lr: 6.90e-04
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2024-05-06 02:14:52 transreid.train INFO: Epoch 29 done. Time per epoch: 93.683[s] Speed: 319.7[samples/s]
2024-05-06 02:15:00 transreid.train INFO: Epoch[30] Iter[20/243] Loss: 0.373, Acc: 0.973, Base Lr: 6.83e-04
2024-05-06 02:15:08 transreid.train INFO: Epoch[30] Iter[40/243] Loss: 0.343, Acc: 0.978, Base Lr: 6.83e-04
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2024-05-06 02:15:55 transreid.train INFO: Epoch[30] Iter[160/243] Loss: 0.295, Acc: 0.982, Base Lr: 6.83e-04
2024-05-06 02:16:03 transreid.train INFO: Epoch[30] Iter[180/243] Loss: 0.283, Acc: 0.983, Base Lr: 6.83e-04
2024-05-06 02:16:11 transreid.train INFO: Epoch[30] Iter[200/243] Loss: 0.272, Acc: 0.984, Base Lr: 6.83e-04
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2024-05-06 02:16:24 transreid.train INFO: Epoch 30 done. Time per epoch: 92.909[s] Speed: 321.0[samples/s]
2024-05-06 02:16:33 transreid.train INFO: Epoch[31] Iter[20/243] Loss: 0.339, Acc: 0.973, Base Lr: 6.76e-04
2024-05-06 02:16:41 transreid.train INFO: Epoch[31] Iter[40/243] Loss: 0.316, Acc: 0.979, Base Lr: 6.76e-04
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2024-05-06 02:17:44 transreid.train INFO: Epoch[31] Iter[200/243] Loss: 0.253, Acc: 0.986, Base Lr: 6.76e-04
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2024-05-06 02:17:58 transreid.train INFO: Epoch 31 done. Time per epoch: 93.225[s] Speed: 319.9[samples/s]
2024-05-06 02:18:06 transreid.train INFO: Epoch[32] Iter[20/243] Loss: 0.313, Acc: 0.980, Base Lr: 6.68e-04
2024-05-06 02:18:14 transreid.train INFO: Epoch[32] Iter[40/243] Loss: 0.295, Acc: 0.982, Base Lr: 6.68e-04
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2024-05-06 02:19:01 transreid.train INFO: Epoch[32] Iter[160/243] Loss: 0.237, Acc: 0.988, Base Lr: 6.68e-04
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2024-05-06 02:19:30 transreid.train INFO: Epoch 32 done. Time per epoch: 92.331[s] Speed: 323.0[samples/s]
2024-05-06 02:19:39 transreid.train INFO: Epoch[33] Iter[20/243] Loss: 0.304, Acc: 0.979, Base Lr: 6.60e-04
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2024-05-06 02:21:03 transreid.train INFO: Epoch 33 done. Time per epoch: 92.604[s] Speed: 322.1[samples/s]
2024-05-06 02:21:11 transreid.train INFO: Epoch[34] Iter[20/243] Loss: 0.286, Acc: 0.981, Base Lr: 6.52e-04
2024-05-06 02:21:19 transreid.train INFO: Epoch[34] Iter[40/243] Loss: 0.263, Acc: 0.983, Base Lr: 6.52e-04
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2024-05-06 02:22:07 transreid.train INFO: Epoch[34] Iter[160/243] Loss: 0.223, Acc: 0.987, Base Lr: 6.52e-04
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2024-05-06 02:22:36 transreid.train INFO: Epoch 34 done. Time per epoch: 93.283[s] Speed: 319.7[samples/s]
2024-05-06 02:22:44 transreid.train INFO: Epoch[35] Iter[20/243] Loss: 0.289, Acc: 0.984, Base Lr: 6.44e-04
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2024-05-06 02:24:08 transreid.train INFO: Epoch 35 done. Time per epoch: 92.552[s] Speed: 322.2[samples/s]
2024-05-06 02:24:17 transreid.train INFO: Epoch[36] Iter[20/243] Loss: 0.233, Acc: 0.981, Base Lr: 6.35e-04
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2024-05-06 02:25:42 transreid.train INFO: Epoch 36 done. Time per epoch: 93.417[s] Speed: 320.6[samples/s]
2024-05-06 02:25:50 transreid.train INFO: Epoch[37] Iter[20/243] Loss: 0.264, Acc: 0.983, Base Lr: 6.27e-04
2024-05-06 02:25:58 transreid.train INFO: Epoch[37] Iter[40/243] Loss: 0.246, Acc: 0.985, Base Lr: 6.27e-04
2024-05-06 02:26:06 transreid.train INFO: Epoch[37] Iter[60/243] Loss: 0.227, Acc: 0.987, Base Lr: 6.27e-04
2024-05-06 02:26:14 transreid.train INFO: Epoch[37] Iter[80/243] Loss: 0.216, Acc: 0.988, Base Lr: 6.27e-04
2024-05-06 02:26:22 transreid.train INFO: Epoch[37] Iter[100/243] Loss: 0.208, Acc: 0.988, Base Lr: 6.27e-04
2024-05-06 02:26:30 transreid.train INFO: Epoch[37] Iter[120/243] Loss: 0.200, Acc: 0.989, Base Lr: 6.27e-04
2024-05-06 02:26:38 transreid.train INFO: Epoch[37] Iter[140/243] Loss: 0.195, Acc: 0.990, Base Lr: 6.27e-04
2024-05-06 02:26:46 transreid.train INFO: Epoch[37] Iter[160/243] Loss: 0.192, Acc: 0.990, Base Lr: 6.27e-04
2024-05-06 02:26:54 transreid.train INFO: Epoch[37] Iter[180/243] Loss: 0.191, Acc: 0.990, Base Lr: 6.27e-04
2024-05-06 02:27:02 transreid.train INFO: Epoch[37] Iter[200/243] Loss: 0.185, Acc: 0.990, Base Lr: 6.27e-04
2024-05-06 02:27:10 transreid.train INFO: Epoch[37] Iter[220/243] Loss: 0.178, Acc: 0.990, Base Lr: 6.27e-04
2024-05-06 02:27:16 transreid.train INFO: Epoch 37 done. Time per epoch: 93.765[s] Speed: 320.8[samples/s]
2024-05-06 02:27:24 transreid.train INFO: Epoch[38] Iter[20/243] Loss: 0.219, Acc: 0.987, Base Lr: 6.18e-04
2024-05-06 02:27:32 transreid.train INFO: Epoch[38] Iter[40/243] Loss: 0.208, Acc: 0.988, Base Lr: 6.18e-04
2024-05-06 02:27:40 transreid.train INFO: Epoch[38] Iter[60/243] Loss: 0.201, Acc: 0.989, Base Lr: 6.18e-04
2024-05-06 02:27:48 transreid.train INFO: Epoch[38] Iter[80/243] Loss: 0.196, Acc: 0.989, Base Lr: 6.18e-04
2024-05-06 02:27:56 transreid.train INFO: Epoch[38] Iter[100/243] Loss: 0.188, Acc: 0.990, Base Lr: 6.18e-04
2024-05-06 02:28:04 transreid.train INFO: Epoch[38] Iter[120/243] Loss: 0.185, Acc: 0.990, Base Lr: 6.18e-04
2024-05-06 02:28:12 transreid.train INFO: Epoch[38] Iter[140/243] Loss: 0.182, Acc: 0.990, Base Lr: 6.18e-04
2024-05-06 02:28:19 transreid.train INFO: Epoch[38] Iter[160/243] Loss: 0.178, Acc: 0.990, Base Lr: 6.18e-04
2024-05-06 02:28:27 transreid.train INFO: Epoch[38] Iter[180/243] Loss: 0.172, Acc: 0.990, Base Lr: 6.18e-04
2024-05-06 02:28:35 transreid.train INFO: Epoch[38] Iter[200/243] Loss: 0.166, Acc: 0.991, Base Lr: 6.18e-04
2024-05-06 02:28:43 transreid.train INFO: Epoch[38] Iter[220/243] Loss: 0.160, Acc: 0.991, Base Lr: 6.18e-04
2024-05-06 02:28:49 transreid.train INFO: Epoch 38 done. Time per epoch: 93.489[s] Speed: 320.4[samples/s]
2024-05-06 02:28:58 transreid.train INFO: Epoch[39] Iter[20/243] Loss: 0.220, Acc: 0.986, Base Lr: 6.09e-04
2024-05-06 02:29:06 transreid.train INFO: Epoch[39] Iter[40/243] Loss: 0.192, Acc: 0.991, Base Lr: 6.09e-04
2024-05-06 02:29:14 transreid.train INFO: Epoch[39] Iter[60/243] Loss: 0.196, Acc: 0.990, Base Lr: 6.09e-04
2024-05-06 02:29:22 transreid.train INFO: Epoch[39] Iter[80/243] Loss: 0.194, Acc: 0.990, Base Lr: 6.09e-04
2024-05-06 02:29:30 transreid.train INFO: Epoch[39] Iter[100/243] Loss: 0.187, Acc: 0.991, Base Lr: 6.09e-04
2024-05-06 02:29:38 transreid.train INFO: Epoch[39] Iter[120/243] Loss: 0.182, Acc: 0.991, Base Lr: 6.09e-04
2024-05-06 02:29:46 transreid.train INFO: Epoch[39] Iter[140/243] Loss: 0.172, Acc: 0.991, Base Lr: 6.09e-04
2024-05-06 02:29:54 transreid.train INFO: Epoch[39] Iter[160/243] Loss: 0.167, Acc: 0.991, Base Lr: 6.09e-04
2024-05-06 02:30:02 transreid.train INFO: Epoch[39] Iter[180/243] Loss: 0.164, Acc: 0.991, Base Lr: 6.09e-04
2024-05-06 02:30:10 transreid.train INFO: Epoch[39] Iter[200/243] Loss: 0.160, Acc: 0.991, Base Lr: 6.09e-04
2024-05-06 02:30:18 transreid.train INFO: Epoch[39] Iter[220/243] Loss: 0.158, Acc: 0.992, Base Lr: 6.09e-04
2024-05-06 02:30:23 transreid.train INFO: Epoch 39 done. Time per epoch: 94.073[s] Speed: 317.0[samples/s]
2024-05-06 02:30:32 transreid.train INFO: Epoch[40] Iter[20/243] Loss: 0.197, Acc: 0.992, Base Lr: 6.00e-04
2024-05-06 02:30:40 transreid.train INFO: Epoch[40] Iter[40/243] Loss: 0.190, Acc: 0.990, Base Lr: 6.00e-04
2024-05-06 02:30:47 transreid.train INFO: Epoch[40] Iter[60/243] Loss: 0.183, Acc: 0.990, Base Lr: 6.00e-04
2024-05-06 02:30:54 transreid.train INFO: Epoch[40] Iter[80/243] Loss: 0.178, Acc: 0.990, Base Lr: 6.00e-04
2024-05-06 02:31:02 transreid.train INFO: Epoch[40] Iter[100/243] Loss: 0.177, Acc: 0.990, Base Lr: 6.00e-04
2024-05-06 02:31:09 transreid.train INFO: Epoch[40] Iter[120/243] Loss: 0.170, Acc: 0.991, Base Lr: 6.00e-04
2024-05-06 02:31:17 transreid.train INFO: Epoch[40] Iter[140/243] Loss: 0.166, Acc: 0.991, Base Lr: 6.00e-04
2024-05-06 02:31:23 transreid.train INFO: Epoch[40] Iter[160/243] Loss: 0.160, Acc: 0.991, Base Lr: 6.00e-04
2024-05-06 02:31:29 transreid.train INFO: Epoch[40] Iter[180/243] Loss: 0.157, Acc: 0.991, Base Lr: 6.00e-04
2024-05-06 02:31:35 transreid.train INFO: Epoch[40] Iter[200/243] Loss: 0.152, Acc: 0.992, Base Lr: 6.00e-04
2024-05-06 02:31:41 transreid.train INFO: Epoch[40] Iter[220/243] Loss: 0.148, Acc: 0.992, Base Lr: 6.00e-04
2024-05-06 02:31:46 transreid.train INFO: Epoch 40 done. Time per epoch: 82.411[s] Speed: 363.4[samples/s]
2024-05-06 02:36:00 transreid.train INFO: Validation Results - Epoch: 40
2024-05-06 02:36:00 transreid.train INFO: mAP: 73.3%
2024-05-06 02:36:00 transreid.train INFO: CMC curve, Rank-1  :88.5%
2024-05-06 02:36:00 transreid.train INFO: CMC curve, Rank-5  :94.3%
2024-05-06 02:36:00 transreid.train INFO: CMC curve, Rank-10 :95.8%
2024-05-06 02:36:10 transreid.train INFO: Epoch[41] Iter[20/243] Loss: 0.172, Acc: 0.992, Base Lr: 5.91e-04
2024-05-06 02:36:17 transreid.train INFO: Epoch[41] Iter[40/243] Loss: 0.179, Acc: 0.991, Base Lr: 5.91e-04
2024-05-06 02:36:25 transreid.train INFO: Epoch[41] Iter[60/243] Loss: 0.177, Acc: 0.991, Base Lr: 5.91e-04
2024-05-06 02:36:33 transreid.train INFO: Epoch[41] Iter[80/243] Loss: 0.170, Acc: 0.991, Base Lr: 5.91e-04
2024-05-06 02:36:41 transreid.train INFO: Epoch[41] Iter[100/243] Loss: 0.166, Acc: 0.992, Base Lr: 5.91e-04
2024-05-06 02:36:49 transreid.train INFO: Epoch[41] Iter[120/243] Loss: 0.157, Acc: 0.992, Base Lr: 5.91e-04
2024-05-06 02:36:57 transreid.train INFO: Epoch[41] Iter[140/243] Loss: 0.157, Acc: 0.992, Base Lr: 5.91e-04
2024-05-06 02:37:04 transreid.train INFO: Epoch[41] Iter[160/243] Loss: 0.151, Acc: 0.992, Base Lr: 5.91e-04
2024-05-06 02:37:11 transreid.train INFO: Epoch[41] Iter[180/243] Loss: 0.145, Acc: 0.992, Base Lr: 5.91e-04
2024-05-06 02:37:19 transreid.train INFO: Epoch[41] Iter[200/243] Loss: 0.142, Acc: 0.992, Base Lr: 5.91e-04
2024-05-06 02:37:27 transreid.train INFO: Epoch[41] Iter[220/243] Loss: 0.138, Acc: 0.993, Base Lr: 5.91e-04
2024-05-06 02:37:33 transreid.train INFO: Epoch 41 done. Time per epoch: 92.114[s] Speed: 323.8[samples/s]
2024-05-06 02:37:42 transreid.train INFO: Epoch[42] Iter[20/243] Loss: 0.220, Acc: 0.987, Base Lr: 5.82e-04
2024-05-06 02:37:50 transreid.train INFO: Epoch[42] Iter[40/243] Loss: 0.191, Acc: 0.989, Base Lr: 5.82e-04
2024-05-06 02:37:57 transreid.train INFO: Epoch[42] Iter[60/243] Loss: 0.184, Acc: 0.991, Base Lr: 5.82e-04
2024-05-06 02:38:05 transreid.train INFO: Epoch[42] Iter[80/243] Loss: 0.170, Acc: 0.992, Base Lr: 5.82e-04
2024-05-06 02:38:13 transreid.train INFO: Epoch[42] Iter[100/243] Loss: 0.164, Acc: 0.993, Base Lr: 5.82e-04
2024-05-06 02:38:21 transreid.train INFO: Epoch[42] Iter[120/243] Loss: 0.161, Acc: 0.992, Base Lr: 5.82e-04
2024-05-06 02:38:29 transreid.train INFO: Epoch[42] Iter[140/243] Loss: 0.157, Acc: 0.992, Base Lr: 5.82e-04
2024-05-06 02:38:37 transreid.train INFO: Epoch[42] Iter[160/243] Loss: 0.153, Acc: 0.992, Base Lr: 5.82e-04
2024-05-06 02:38:45 transreid.train INFO: Epoch[42] Iter[180/243] Loss: 0.148, Acc: 0.993, Base Lr: 5.82e-04
2024-05-06 02:38:53 transreid.train INFO: Epoch[42] Iter[200/243] Loss: 0.146, Acc: 0.993, Base Lr: 5.82e-04
2024-05-06 02:39:00 transreid.train INFO: Epoch[42] Iter[220/243] Loss: 0.142, Acc: 0.993, Base Lr: 5.82e-04
2024-05-06 02:39:06 transreid.train INFO: Epoch 42 done. Time per epoch: 93.854[s] Speed: 319.1[samples/s]
2024-05-06 02:39:15 transreid.train INFO: Epoch[43] Iter[20/243] Loss: 0.154, Acc: 0.995, Base Lr: 5.73e-04
2024-05-06 02:39:23 transreid.train INFO: Epoch[43] Iter[40/243] Loss: 0.155, Acc: 0.994, Base Lr: 5.73e-04
2024-05-06 02:39:31 transreid.train INFO: Epoch[43] Iter[60/243] Loss: 0.152, Acc: 0.994, Base Lr: 5.73e-04
2024-05-06 02:39:38 transreid.train INFO: Epoch[43] Iter[80/243] Loss: 0.149, Acc: 0.993, Base Lr: 5.73e-04
2024-05-06 02:39:46 transreid.train INFO: Epoch[43] Iter[100/243] Loss: 0.146, Acc: 0.994, Base Lr: 5.73e-04
2024-05-06 02:39:54 transreid.train INFO: Epoch[43] Iter[120/243] Loss: 0.145, Acc: 0.994, Base Lr: 5.73e-04
2024-05-06 02:40:02 transreid.train INFO: Epoch[43] Iter[140/243] Loss: 0.140, Acc: 0.994, Base Lr: 5.73e-04
2024-05-06 02:40:10 transreid.train INFO: Epoch[43] Iter[160/243] Loss: 0.139, Acc: 0.994, Base Lr: 5.73e-04
2024-05-06 02:40:17 transreid.train INFO: Epoch[43] Iter[180/243] Loss: 0.138, Acc: 0.994, Base Lr: 5.73e-04
2024-05-06 02:40:25 transreid.train INFO: Epoch[43] Iter[200/243] Loss: 0.134, Acc: 0.994, Base Lr: 5.73e-04
2024-05-06 02:40:33 transreid.train INFO: Epoch[43] Iter[220/243] Loss: 0.131, Acc: 0.994, Base Lr: 5.73e-04
2024-05-06 02:40:39 transreid.train INFO: Epoch 43 done. Time per epoch: 93.052[s] Speed: 323.3[samples/s]
2024-05-06 02:40:48 transreid.train INFO: Epoch[44] Iter[20/243] Loss: 0.189, Acc: 0.990, Base Lr: 5.63e-04
2024-05-06 02:40:56 transreid.train INFO: Epoch[44] Iter[40/243] Loss: 0.177, Acc: 0.991, Base Lr: 5.63e-04
2024-05-06 02:41:04 transreid.train INFO: Epoch[44] Iter[60/243] Loss: 0.166, Acc: 0.992, Base Lr: 5.63e-04
2024-05-06 02:41:12 transreid.train INFO: Epoch[44] Iter[80/243] Loss: 0.161, Acc: 0.992, Base Lr: 5.63e-04
2024-05-06 02:41:20 transreid.train INFO: Epoch[44] Iter[100/243] Loss: 0.156, Acc: 0.992, Base Lr: 5.63e-04
2024-05-06 02:41:28 transreid.train INFO: Epoch[44] Iter[120/243] Loss: 0.149, Acc: 0.992, Base Lr: 5.63e-04
2024-05-06 02:41:36 transreid.train INFO: Epoch[44] Iter[140/243] Loss: 0.148, Acc: 0.993, Base Lr: 5.63e-04
2024-05-06 02:41:43 transreid.train INFO: Epoch[44] Iter[160/243] Loss: 0.144, Acc: 0.993, Base Lr: 5.63e-04
2024-05-06 02:41:51 transreid.train INFO: Epoch[44] Iter[180/243] Loss: 0.141, Acc: 0.993, Base Lr: 5.63e-04
2024-05-06 02:41:59 transreid.train INFO: Epoch[44] Iter[200/243] Loss: 0.137, Acc: 0.993, Base Lr: 5.63e-04
2024-05-06 02:42:06 transreid.train INFO: Epoch[44] Iter[220/243] Loss: 0.131, Acc: 0.993, Base Lr: 5.63e-04
2024-05-06 02:42:12 transreid.train INFO: Epoch 44 done. Time per epoch: 92.164[s] Speed: 323.6[samples/s]
2024-05-06 02:42:21 transreid.train INFO: Epoch[45] Iter[20/243] Loss: 0.168, Acc: 0.992, Base Lr: 5.54e-04
2024-05-06 02:42:28 transreid.train INFO: Epoch[45] Iter[40/243] Loss: 0.162, Acc: 0.992, Base Lr: 5.54e-04
2024-05-06 02:42:36 transreid.train INFO: Epoch[45] Iter[60/243] Loss: 0.157, Acc: 0.992, Base Lr: 5.54e-04
2024-05-06 02:42:44 transreid.train INFO: Epoch[45] Iter[80/243] Loss: 0.152, Acc: 0.992, Base Lr: 5.54e-04
2024-05-06 02:42:52 transreid.train INFO: Epoch[45] Iter[100/243] Loss: 0.146, Acc: 0.993, Base Lr: 5.54e-04
2024-05-06 02:43:00 transreid.train INFO: Epoch[45] Iter[120/243] Loss: 0.143, Acc: 0.993, Base Lr: 5.54e-04
2024-05-06 02:43:08 transreid.train INFO: Epoch[45] Iter[140/243] Loss: 0.139, Acc: 0.993, Base Lr: 5.54e-04
2024-05-06 02:43:16 transreid.train INFO: Epoch[45] Iter[160/243] Loss: 0.137, Acc: 0.993, Base Lr: 5.54e-04
2024-05-06 02:43:24 transreid.train INFO: Epoch[45] Iter[180/243] Loss: 0.133, Acc: 0.994, Base Lr: 5.54e-04
2024-05-06 02:43:32 transreid.train INFO: Epoch[45] Iter[200/243] Loss: 0.128, Acc: 0.994, Base Lr: 5.54e-04
2024-05-06 02:43:40 transreid.train INFO: Epoch[45] Iter[220/243] Loss: 0.124, Acc: 0.994, Base Lr: 5.54e-04
2024-05-06 02:43:45 transreid.train INFO: Epoch 45 done. Time per epoch: 93.475[s] Speed: 319.1[samples/s]
2024-05-06 02:43:54 transreid.train INFO: Epoch[46] Iter[20/243] Loss: 0.171, Acc: 0.992, Base Lr: 5.44e-04
2024-05-06 02:44:02 transreid.train INFO: Epoch[46] Iter[40/243] Loss: 0.158, Acc: 0.992, Base Lr: 5.44e-04
2024-05-06 02:44:10 transreid.train INFO: Epoch[46] Iter[60/243] Loss: 0.145, Acc: 0.993, Base Lr: 5.44e-04
2024-05-06 02:44:18 transreid.train INFO: Epoch[46] Iter[80/243] Loss: 0.137, Acc: 0.994, Base Lr: 5.44e-04
2024-05-06 02:44:26 transreid.train INFO: Epoch[46] Iter[100/243] Loss: 0.136, Acc: 0.994, Base Lr: 5.44e-04
2024-05-06 02:44:34 transreid.train INFO: Epoch[46] Iter[120/243] Loss: 0.134, Acc: 0.994, Base Lr: 5.44e-04
2024-05-06 02:44:40 transreid.train INFO: Epoch[46] Iter[140/243] Loss: 0.131, Acc: 0.994, Base Lr: 5.44e-04
2024-05-06 02:44:48 transreid.train INFO: Epoch[46] Iter[160/243] Loss: 0.126, Acc: 0.994, Base Lr: 5.44e-04
2024-05-06 02:44:56 transreid.train INFO: Epoch[46] Iter[180/243] Loss: 0.124, Acc: 0.994, Base Lr: 5.44e-04
2024-05-06 02:45:04 transreid.train INFO: Epoch[46] Iter[200/243] Loss: 0.121, Acc: 0.994, Base Lr: 5.44e-04
2024-05-06 02:45:12 transreid.train INFO: Epoch[46] Iter[220/243] Loss: 0.117, Acc: 0.994, Base Lr: 5.44e-04
2024-05-06 02:45:18 transreid.train INFO: Epoch 46 done. Time per epoch: 92.957[s] Speed: 322.2[samples/s]
2024-05-06 02:45:27 transreid.train INFO: Epoch[47] Iter[20/243] Loss: 0.158, Acc: 0.993, Base Lr: 5.34e-04
2024-05-06 02:45:35 transreid.train INFO: Epoch[47] Iter[40/243] Loss: 0.146, Acc: 0.994, Base Lr: 5.34e-04
2024-05-06 02:45:43 transreid.train INFO: Epoch[47] Iter[60/243] Loss: 0.140, Acc: 0.994, Base Lr: 5.34e-04
2024-05-06 02:45:51 transreid.train INFO: Epoch[47] Iter[80/243] Loss: 0.134, Acc: 0.994, Base Lr: 5.34e-04
2024-05-06 02:45:58 transreid.train INFO: Epoch[47] Iter[100/243] Loss: 0.129, Acc: 0.994, Base Lr: 5.34e-04
2024-05-06 02:46:06 transreid.train INFO: Epoch[47] Iter[120/243] Loss: 0.126, Acc: 0.995, Base Lr: 5.34e-04
2024-05-06 02:46:14 transreid.train INFO: Epoch[47] Iter[140/243] Loss: 0.123, Acc: 0.995, Base Lr: 5.34e-04
2024-05-06 02:46:22 transreid.train INFO: Epoch[47] Iter[160/243] Loss: 0.118, Acc: 0.995, Base Lr: 5.34e-04
2024-05-06 02:46:30 transreid.train INFO: Epoch[47] Iter[180/243] Loss: 0.114, Acc: 0.995, Base Lr: 5.34e-04
2024-05-06 02:46:38 transreid.train INFO: Epoch[47] Iter[200/243] Loss: 0.111, Acc: 0.995, Base Lr: 5.34e-04
2024-05-06 02:46:46 transreid.train INFO: Epoch[47] Iter[220/243] Loss: 0.107, Acc: 0.995, Base Lr: 5.34e-04
2024-05-06 02:46:51 transreid.train INFO: Epoch 47 done. Time per epoch: 93.217[s] Speed: 319.9[samples/s]
2024-05-06 02:47:00 transreid.train INFO: Epoch[48] Iter[20/243] Loss: 0.120, Acc: 0.992, Base Lr: 5.24e-04
2024-05-06 02:47:07 transreid.train INFO: Epoch[48] Iter[40/243] Loss: 0.126, Acc: 0.993, Base Lr: 5.24e-04
2024-05-06 02:47:15 transreid.train INFO: Epoch[48] Iter[60/243] Loss: 0.130, Acc: 0.993, Base Lr: 5.24e-04
2024-05-06 02:47:23 transreid.train INFO: Epoch[48] Iter[80/243] Loss: 0.128, Acc: 0.993, Base Lr: 5.24e-04
2024-05-06 02:47:30 transreid.train INFO: Epoch[48] Iter[100/243] Loss: 0.123, Acc: 0.994, Base Lr: 5.24e-04
2024-05-06 02:47:38 transreid.train INFO: Epoch[48] Iter[120/243] Loss: 0.120, Acc: 0.994, Base Lr: 5.24e-04
2024-05-06 02:47:46 transreid.train INFO: Epoch[48] Iter[140/243] Loss: 0.118, Acc: 0.995, Base Lr: 5.24e-04
2024-05-06 02:47:54 transreid.train INFO: Epoch[48] Iter[160/243] Loss: 0.114, Acc: 0.995, Base Lr: 5.24e-04
2024-05-06 02:48:02 transreid.train INFO: Epoch[48] Iter[180/243] Loss: 0.112, Acc: 0.995, Base Lr: 5.24e-04
2024-05-06 02:48:10 transreid.train INFO: Epoch[48] Iter[200/243] Loss: 0.108, Acc: 0.995, Base Lr: 5.24e-04
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2024-05-06 02:48:23 transreid.train INFO: Epoch 48 done. Time per epoch: 91.650[s] Speed: 324.0[samples/s]
2024-05-06 02:48:32 transreid.train INFO: Epoch[49] Iter[20/243] Loss: 0.148, Acc: 0.993, Base Lr: 5.14e-04
2024-05-06 02:48:40 transreid.train INFO: Epoch[49] Iter[40/243] Loss: 0.133, Acc: 0.995, Base Lr: 5.14e-04
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2024-05-06 02:50:05 transreid.train INFO: Epoch[50] Iter[20/243] Loss: 0.132, Acc: 0.992, Base Lr: 5.04e-04
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2024-05-06 02:51:29 transreid.train INFO: Epoch 50 done. Time per epoch: 93.158[s] Speed: 320.1[samples/s]
2024-05-06 02:51:38 transreid.train INFO: Epoch[51] Iter[20/243] Loss: 0.141, Acc: 0.994, Base Lr: 4.94e-04
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2024-05-06 02:53:01 transreid.train INFO: Epoch 51 done. Time per epoch: 92.621[s] Speed: 323.4[samples/s]
2024-05-06 02:53:10 transreid.train INFO: Epoch[52] Iter[20/243] Loss: 0.136, Acc: 0.993, Base Lr: 4.84e-04
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2024-05-06 02:54:35 transreid.train INFO: Epoch 52 done. Time per epoch: 93.603[s] Speed: 318.6[samples/s]
2024-05-06 02:54:43 transreid.train INFO: Epoch[53] Iter[20/243] Loss: 0.120, Acc: 0.993, Base Lr: 4.74e-04
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2024-05-06 02:56:08 transreid.train INFO: Epoch 53 done. Time per epoch: 92.851[s] Speed: 322.6[samples/s]
2024-05-06 02:56:17 transreid.train INFO: Epoch[54] Iter[20/243] Loss: 0.110, Acc: 0.995, Base Lr: 4.63e-04
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2024-05-06 02:57:41 transreid.train INFO: Epoch 54 done. Time per epoch: 92.825[s] Speed: 321.3[samples/s]
2024-05-06 02:57:50 transreid.train INFO: Epoch[55] Iter[20/243] Loss: 0.107, Acc: 0.996, Base Lr: 4.53e-04
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2024-05-06 02:59:14 transreid.train INFO: Epoch 55 done. Time per epoch: 93.612[s] Speed: 318.6[samples/s]
2024-05-06 02:59:23 transreid.train INFO: Epoch[56] Iter[20/243] Loss: 0.118, Acc: 0.993, Base Lr: 4.43e-04
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2024-05-06 03:00:47 transreid.train INFO: Epoch 56 done. Time per epoch: 92.680[s] Speed: 323.2[samples/s]
2024-05-06 03:00:56 transreid.train INFO: Epoch[57] Iter[20/243] Loss: 0.108, Acc: 0.994, Base Lr: 4.32e-04
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2024-05-06 03:02:19 transreid.train INFO: Epoch 57 done. Time per epoch: 92.309[s] Speed: 323.1[samples/s]
2024-05-06 03:02:28 transreid.train INFO: Epoch[58] Iter[20/243] Loss: 0.108, Acc: 0.995, Base Lr: 4.22e-04
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2024-05-06 03:03:53 transreid.train INFO: Epoch 58 done. Time per epoch: 94.208[s] Speed: 319.3[samples/s]
2024-05-06 03:04:03 transreid.train INFO: Epoch[59] Iter[20/243] Loss: 0.098, Acc: 0.998, Base Lr: 4.11e-04
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2024-05-06 03:05:27 transreid.train INFO: Epoch 59 done. Time per epoch: 93.545[s] Speed: 321.6[samples/s]
2024-05-06 03:05:36 transreid.train INFO: Epoch[60] Iter[20/243] Loss: 0.096, Acc: 0.994, Base Lr: 4.01e-04
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2024-05-06 03:07:01 transreid.train INFO: Epoch 60 done. Time per epoch: 93.777[s] Speed: 318.0[samples/s]
2024-05-06 03:07:10 transreid.train INFO: Epoch[61] Iter[20/243] Loss: 0.098, Acc: 0.995, Base Lr: 3.90e-04
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2024-05-06 03:08:33 transreid.train INFO: Epoch 61 done. Time per epoch: 92.494[s] Speed: 322.4[samples/s]
2024-05-06 03:08:42 transreid.train INFO: Epoch[62] Iter[20/243] Loss: 0.107, Acc: 0.994, Base Lr: 3.80e-04
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2024-05-06 03:10:06 transreid.train INFO: Epoch 62 done. Time per epoch: 92.582[s] Speed: 322.1[samples/s]
2024-05-06 03:10:15 transreid.train INFO: Epoch[63] Iter[20/243] Loss: 0.102, Acc: 0.993, Base Lr: 3.69e-04
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2024-05-06 03:11:39 transreid.train INFO: Epoch 63 done. Time per epoch: 93.589[s] Speed: 318.7[samples/s]
2024-05-06 03:11:48 transreid.train INFO: Epoch[64] Iter[20/243] Loss: 0.080, Acc: 0.997, Base Lr: 3.59e-04
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2024-05-06 03:13:12 transreid.train INFO: Epoch 64 done. Time per epoch: 92.931[s] Speed: 322.3[samples/s]
2024-05-06 03:13:22 transreid.train INFO: Epoch[65] Iter[20/243] Loss: 0.081, Acc: 0.997, Base Lr: 3.49e-04
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2024-05-06 03:14:46 transreid.train INFO: Epoch 65 done. Time per epoch: 93.158[s] Speed: 321.5[samples/s]
2024-05-06 03:14:55 transreid.train INFO: Epoch[66] Iter[20/243] Loss: 0.083, Acc: 0.996, Base Lr: 3.38e-04
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2024-05-06 03:16:20 transreid.train INFO: Epoch 66 done. Time per epoch: 94.009[s] Speed: 318.6[samples/s]
2024-05-06 03:16:29 transreid.train INFO: Epoch[67] Iter[20/243] Loss: 0.085, Acc: 0.995, Base Lr: 3.28e-04
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2024-05-06 03:17:53 transreid.train INFO: Epoch 67 done. Time per epoch: 93.023[s] Speed: 322.0[samples/s]
2024-05-06 03:18:02 transreid.train INFO: Epoch[68] Iter[20/243] Loss: 0.099, Acc: 0.995, Base Lr: 3.18e-04
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2024-05-06 03:19:27 transreid.train INFO: Epoch 68 done. Time per epoch: 93.907[s] Speed: 317.6[samples/s]
2024-05-06 03:19:36 transreid.train INFO: Epoch[69] Iter[20/243] Loss: 0.099, Acc: 0.993, Base Lr: 3.08e-04
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2024-05-06 03:21:00 transreid.train INFO: Epoch 69 done. Time per epoch: 93.045[s] Speed: 321.9[samples/s]
2024-05-06 03:21:09 transreid.train INFO: Epoch[70] Iter[20/243] Loss: 0.066, Acc: 0.997, Base Lr: 2.97e-04
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2024-05-06 03:22:32 transreid.train INFO: Epoch 70 done. Time per epoch: 92.533[s] Speed: 322.3[samples/s]
2024-05-06 03:22:41 transreid.train INFO: Epoch[71] Iter[20/243] Loss: 0.092, Acc: 0.996, Base Lr: 2.87e-04
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2024-05-06 03:24:07 transreid.train INFO: Epoch 71 done. Time per epoch: 94.448[s] Speed: 318.5[samples/s]
2024-05-06 03:24:16 transreid.train INFO: Epoch[72] Iter[20/243] Loss: 0.073, Acc: 0.996, Base Lr: 2.77e-04
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2024-05-06 03:25:40 transreid.train INFO: Epoch 72 done. Time per epoch: 92.996[s] Speed: 322.1[samples/s]
2024-05-06 03:25:49 transreid.train INFO: Epoch[73] Iter[20/243] Loss: 0.088, Acc: 0.996, Base Lr: 2.68e-04
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2024-05-06 03:27:13 transreid.train INFO: Epoch 73 done. Time per epoch: 93.299[s] Speed: 322.4[samples/s]
2024-05-06 03:27:22 transreid.train INFO: Epoch[74] Iter[20/243] Loss: 0.069, Acc: 0.997, Base Lr: 2.58e-04
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2024-05-06 03:28:46 transreid.train INFO: Epoch 74 done. Time per epoch: 93.103[s] Speed: 319.0[samples/s]
2024-05-06 03:28:55 transreid.train INFO: Epoch[75] Iter[20/243] Loss: 0.076, Acc: 0.997, Base Lr: 2.48e-04
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2024-05-06 03:30:19 transreid.train INFO: Epoch 75 done. Time per epoch: 92.661[s] Speed: 321.9[samples/s]
2024-05-06 03:30:28 transreid.train INFO: Epoch[76] Iter[20/243] Loss: 0.064, Acc: 0.998, Base Lr: 2.38e-04
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2024-05-06 03:31:07 transreid.train INFO: Epoch[76] Iter[120/243] Loss: 0.061, Acc: 0.997, Base Lr: 2.38e-04
2024-05-06 03:31:15 transreid.train INFO: Epoch[76] Iter[140/243] Loss: 0.059, Acc: 0.997, Base Lr: 2.38e-04
2024-05-06 03:31:23 transreid.train INFO: Epoch[76] Iter[160/243] Loss: 0.057, Acc: 0.998, Base Lr: 2.38e-04
2024-05-06 03:31:31 transreid.train INFO: Epoch[76] Iter[180/243] Loss: 0.056, Acc: 0.998, Base Lr: 2.38e-04
2024-05-06 03:31:39 transreid.train INFO: Epoch[76] Iter[200/243] Loss: 0.055, Acc: 0.997, Base Lr: 2.38e-04
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2024-05-06 03:31:53 transreid.train INFO: Epoch 76 done. Time per epoch: 93.921[s] Speed: 318.9[samples/s]
2024-05-06 03:32:02 transreid.train INFO: Epoch[77] Iter[20/243] Loss: 0.066, Acc: 0.998, Base Lr: 2.29e-04
2024-05-06 03:32:09 transreid.train INFO: Epoch[77] Iter[40/243] Loss: 0.063, Acc: 0.997, Base Lr: 2.29e-04
2024-05-06 03:32:16 transreid.train INFO: Epoch[77] Iter[60/243] Loss: 0.062, Acc: 0.998, Base Lr: 2.29e-04
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2024-05-06 03:32:32 transreid.train INFO: Epoch[77] Iter[100/243] Loss: 0.059, Acc: 0.997, Base Lr: 2.29e-04
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2024-05-06 03:33:04 transreid.train INFO: Epoch[77] Iter[180/243] Loss: 0.055, Acc: 0.997, Base Lr: 2.29e-04
2024-05-06 03:33:11 transreid.train INFO: Epoch[77] Iter[200/243] Loss: 0.054, Acc: 0.997, Base Lr: 2.29e-04
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2024-05-06 03:33:25 transreid.train INFO: Epoch 77 done. Time per epoch: 92.755[s] Speed: 322.9[samples/s]
2024-05-06 03:33:34 transreid.train INFO: Epoch[78] Iter[20/243] Loss: 0.066, Acc: 0.997, Base Lr: 2.20e-04
2024-05-06 03:33:42 transreid.train INFO: Epoch[78] Iter[40/243] Loss: 0.066, Acc: 0.997, Base Lr: 2.20e-04
2024-05-06 03:33:50 transreid.train INFO: Epoch[78] Iter[60/243] Loss: 0.063, Acc: 0.998, Base Lr: 2.20e-04
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2024-05-06 03:34:06 transreid.train INFO: Epoch[78] Iter[100/243] Loss: 0.060, Acc: 0.998, Base Lr: 2.20e-04
2024-05-06 03:34:14 transreid.train INFO: Epoch[78] Iter[120/243] Loss: 0.060, Acc: 0.998, Base Lr: 2.20e-04
2024-05-06 03:34:22 transreid.train INFO: Epoch[78] Iter[140/243] Loss: 0.059, Acc: 0.998, Base Lr: 2.20e-04
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2024-05-06 03:34:38 transreid.train INFO: Epoch[78] Iter[180/243] Loss: 0.057, Acc: 0.998, Base Lr: 2.20e-04
2024-05-06 03:34:44 transreid.train INFO: Epoch[78] Iter[200/243] Loss: 0.056, Acc: 0.998, Base Lr: 2.20e-04
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2024-05-06 03:34:58 transreid.train INFO: Epoch 78 done. Time per epoch: 92.977[s] Speed: 322.1[samples/s]
2024-05-06 03:35:07 transreid.train INFO: Epoch[79] Iter[20/243] Loss: 0.069, Acc: 0.998, Base Lr: 2.10e-04
2024-05-06 03:35:15 transreid.train INFO: Epoch[79] Iter[40/243] Loss: 0.070, Acc: 0.997, Base Lr: 2.10e-04
2024-05-06 03:35:23 transreid.train INFO: Epoch[79] Iter[60/243] Loss: 0.070, Acc: 0.997, Base Lr: 2.10e-04
2024-05-06 03:35:31 transreid.train INFO: Epoch[79] Iter[80/243] Loss: 0.069, Acc: 0.996, Base Lr: 2.10e-04
2024-05-06 03:35:39 transreid.train INFO: Epoch[79] Iter[100/243] Loss: 0.067, Acc: 0.996, Base Lr: 2.10e-04
2024-05-06 03:35:47 transreid.train INFO: Epoch[79] Iter[120/243] Loss: 0.065, Acc: 0.996, Base Lr: 2.10e-04
2024-05-06 03:35:55 transreid.train INFO: Epoch[79] Iter[140/243] Loss: 0.066, Acc: 0.996, Base Lr: 2.10e-04
2024-05-06 03:36:03 transreid.train INFO: Epoch[79] Iter[160/243] Loss: 0.063, Acc: 0.996, Base Lr: 2.10e-04
2024-05-06 03:36:11 transreid.train INFO: Epoch[79] Iter[180/243] Loss: 0.061, Acc: 0.996, Base Lr: 2.10e-04
2024-05-06 03:36:19 transreid.train INFO: Epoch[79] Iter[200/243] Loss: 0.059, Acc: 0.996, Base Lr: 2.10e-04
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2024-05-06 03:36:32 transreid.train INFO: Epoch 79 done. Time per epoch: 94.172[s] Speed: 316.7[samples/s]
2024-05-06 03:36:41 transreid.train INFO: Epoch[80] Iter[20/243] Loss: 0.067, Acc: 0.998, Base Lr: 2.01e-04
2024-05-06 03:36:49 transreid.train INFO: Epoch[80] Iter[40/243] Loss: 0.066, Acc: 0.997, Base Lr: 2.01e-04
2024-05-06 03:36:57 transreid.train INFO: Epoch[80] Iter[60/243] Loss: 0.065, Acc: 0.997, Base Lr: 2.01e-04
2024-05-06 03:37:05 transreid.train INFO: Epoch[80] Iter[80/243] Loss: 0.063, Acc: 0.997, Base Lr: 2.01e-04
2024-05-06 03:37:12 transreid.train INFO: Epoch[80] Iter[100/243] Loss: 0.061, Acc: 0.997, Base Lr: 2.01e-04
2024-05-06 03:37:20 transreid.train INFO: Epoch[80] Iter[120/243] Loss: 0.061, Acc: 0.997, Base Lr: 2.01e-04
2024-05-06 03:37:28 transreid.train INFO: Epoch[80] Iter[140/243] Loss: 0.060, Acc: 0.997, Base Lr: 2.01e-04
2024-05-06 03:37:36 transreid.train INFO: Epoch[80] Iter[160/243] Loss: 0.058, Acc: 0.997, Base Lr: 2.01e-04
2024-05-06 03:37:44 transreid.train INFO: Epoch[80] Iter[180/243] Loss: 0.057, Acc: 0.997, Base Lr: 2.01e-04
2024-05-06 03:37:52 transreid.train INFO: Epoch[80] Iter[200/243] Loss: 0.055, Acc: 0.997, Base Lr: 2.01e-04
2024-05-06 03:38:00 transreid.train INFO: Epoch[80] Iter[220/243] Loss: 0.054, Acc: 0.997, Base Lr: 2.01e-04
2024-05-06 03:38:05 transreid.train INFO: Epoch 80 done. Time per epoch: 92.805[s] Speed: 321.4[samples/s]
2024-05-06 03:42:31 transreid.train INFO: Validation Results - Epoch: 80
2024-05-06 03:42:31 transreid.train INFO: mAP: 75.9%
2024-05-06 03:42:31 transreid.train INFO: CMC curve, Rank-1  :89.8%
2024-05-06 03:42:31 transreid.train INFO: CMC curve, Rank-5  :95.0%
2024-05-06 03:42:31 transreid.train INFO: CMC curve, Rank-10 :96.1%
2024-05-06 03:42:40 transreid.train INFO: Epoch[81] Iter[20/243] Loss: 0.064, Acc: 0.998, Base Lr: 1.92e-04
2024-05-06 03:42:48 transreid.train INFO: Epoch[81] Iter[40/243] Loss: 0.062, Acc: 0.997, Base Lr: 1.92e-04
2024-05-06 03:42:56 transreid.train INFO: Epoch[81] Iter[60/243] Loss: 0.061, Acc: 0.997, Base Lr: 1.92e-04
2024-05-06 03:43:04 transreid.train INFO: Epoch[81] Iter[80/243] Loss: 0.061, Acc: 0.997, Base Lr: 1.92e-04
2024-05-06 03:43:12 transreid.train INFO: Epoch[81] Iter[100/243] Loss: 0.059, Acc: 0.997, Base Lr: 1.92e-04
2024-05-06 03:43:20 transreid.train INFO: Epoch[81] Iter[120/243] Loss: 0.061, Acc: 0.997, Base Lr: 1.92e-04
2024-05-06 03:43:27 transreid.train INFO: Epoch[81] Iter[140/243] Loss: 0.059, Acc: 0.997, Base Lr: 1.92e-04
2024-05-06 03:43:35 transreid.train INFO: Epoch[81] Iter[160/243] Loss: 0.059, Acc: 0.997, Base Lr: 1.92e-04
2024-05-06 03:43:43 transreid.train INFO: Epoch[81] Iter[180/243] Loss: 0.058, Acc: 0.997, Base Lr: 1.92e-04
2024-05-06 03:43:51 transreid.train INFO: Epoch[81] Iter[200/243] Loss: 0.056, Acc: 0.997, Base Lr: 1.92e-04
2024-05-06 03:43:59 transreid.train INFO: Epoch[81] Iter[220/243] Loss: 0.055, Acc: 0.997, Base Lr: 1.92e-04
2024-05-06 03:44:05 transreid.train INFO: Epoch 81 done. Time per epoch: 94.199[s] Speed: 318.0[samples/s]
2024-05-06 03:44:14 transreid.train INFO: Epoch[82] Iter[20/243] Loss: 0.063, Acc: 0.998, Base Lr: 1.83e-04
2024-05-06 03:44:22 transreid.train INFO: Epoch[82] Iter[40/243] Loss: 0.058, Acc: 0.998, Base Lr: 1.83e-04
2024-05-06 03:44:30 transreid.train INFO: Epoch[82] Iter[60/243] Loss: 0.055, Acc: 0.998, Base Lr: 1.83e-04
2024-05-06 03:44:37 transreid.train INFO: Epoch[82] Iter[80/243] Loss: 0.053, Acc: 0.998, Base Lr: 1.83e-04
2024-05-06 03:44:45 transreid.train INFO: Epoch[82] Iter[100/243] Loss: 0.055, Acc: 0.998, Base Lr: 1.83e-04
2024-05-06 03:44:53 transreid.train INFO: Epoch[82] Iter[120/243] Loss: 0.055, Acc: 0.997, Base Lr: 1.83e-04
2024-05-06 03:45:01 transreid.train INFO: Epoch[82] Iter[140/243] Loss: 0.055, Acc: 0.997, Base Lr: 1.83e-04
2024-05-06 03:45:09 transreid.train INFO: Epoch[82] Iter[160/243] Loss: 0.054, Acc: 0.997, Base Lr: 1.83e-04
2024-05-06 03:45:17 transreid.train INFO: Epoch[82] Iter[180/243] Loss: 0.053, Acc: 0.997, Base Lr: 1.83e-04
2024-05-06 03:45:25 transreid.train INFO: Epoch[82] Iter[200/243] Loss: 0.052, Acc: 0.997, Base Lr: 1.83e-04
2024-05-06 03:45:32 transreid.train INFO: Epoch[82] Iter[220/243] Loss: 0.051, Acc: 0.997, Base Lr: 1.83e-04
2024-05-06 03:45:39 transreid.train INFO: Epoch 82 done. Time per epoch: 93.269[s] Speed: 321.1[samples/s]
2024-05-06 03:45:48 transreid.train INFO: Epoch[83] Iter[20/243] Loss: 0.064, Acc: 0.998, Base Lr: 1.75e-04
2024-05-06 03:45:56 transreid.train INFO: Epoch[83] Iter[40/243] Loss: 0.065, Acc: 0.997, Base Lr: 1.75e-04
2024-05-06 03:46:04 transreid.train INFO: Epoch[83] Iter[60/243] Loss: 0.066, Acc: 0.997, Base Lr: 1.75e-04
2024-05-06 03:46:12 transreid.train INFO: Epoch[83] Iter[80/243] Loss: 0.067, Acc: 0.997, Base Lr: 1.75e-04
2024-05-06 03:46:19 transreid.train INFO: Epoch[83] Iter[100/243] Loss: 0.065, Acc: 0.997, Base Lr: 1.75e-04
2024-05-06 03:46:27 transreid.train INFO: Epoch[83] Iter[120/243] Loss: 0.061, Acc: 0.997, Base Lr: 1.75e-04
2024-05-06 03:46:35 transreid.train INFO: Epoch[83] Iter[140/243] Loss: 0.059, Acc: 0.997, Base Lr: 1.75e-04
2024-05-06 03:46:43 transreid.train INFO: Epoch[83] Iter[160/243] Loss: 0.059, Acc: 0.997, Base Lr: 1.75e-04
2024-05-06 03:46:51 transreid.train INFO: Epoch[83] Iter[180/243] Loss: 0.057, Acc: 0.997, Base Lr: 1.75e-04
2024-05-06 03:46:59 transreid.train INFO: Epoch[83] Iter[200/243] Loss: 0.055, Acc: 0.997, Base Lr: 1.75e-04
2024-05-06 03:47:06 transreid.train INFO: Epoch[83] Iter[220/243] Loss: 0.053, Acc: 0.997, Base Lr: 1.75e-04
2024-05-06 03:47:12 transreid.train INFO: Epoch 83 done. Time per epoch: 93.192[s] Speed: 321.4[samples/s]
2024-05-06 03:47:21 transreid.train INFO: Epoch[84] Iter[20/243] Loss: 0.055, Acc: 0.998, Base Lr: 1.66e-04
2024-05-06 03:47:29 transreid.train INFO: Epoch[84] Iter[40/243] Loss: 0.059, Acc: 0.997, Base Lr: 1.66e-04
2024-05-06 03:47:37 transreid.train INFO: Epoch[84] Iter[60/243] Loss: 0.058, Acc: 0.997, Base Lr: 1.66e-04
2024-05-06 03:47:45 transreid.train INFO: Epoch[84] Iter[80/243] Loss: 0.056, Acc: 0.997, Base Lr: 1.66e-04
2024-05-06 03:47:53 transreid.train INFO: Epoch[84] Iter[100/243] Loss: 0.058, Acc: 0.997, Base Lr: 1.66e-04
2024-05-06 03:48:01 transreid.train INFO: Epoch[84] Iter[120/243] Loss: 0.056, Acc: 0.997, Base Lr: 1.66e-04
2024-05-06 03:48:08 transreid.train INFO: Epoch[84] Iter[140/243] Loss: 0.055, Acc: 0.997, Base Lr: 1.66e-04
2024-05-06 03:48:16 transreid.train INFO: Epoch[84] Iter[160/243] Loss: 0.053, Acc: 0.997, Base Lr: 1.66e-04
2024-05-06 03:48:24 transreid.train INFO: Epoch[84] Iter[180/243] Loss: 0.051, Acc: 0.997, Base Lr: 1.66e-04
2024-05-06 03:48:32 transreid.train INFO: Epoch[84] Iter[200/243] Loss: 0.050, Acc: 0.998, Base Lr: 1.66e-04
2024-05-06 03:48:40 transreid.train INFO: Epoch[84] Iter[220/243] Loss: 0.048, Acc: 0.998, Base Lr: 1.66e-04
2024-05-06 03:48:46 transreid.train INFO: Epoch 84 done. Time per epoch: 94.019[s] Speed: 317.2[samples/s]
2024-05-06 03:48:55 transreid.train INFO: Epoch[85] Iter[20/243] Loss: 0.063, Acc: 0.997, Base Lr: 1.58e-04
2024-05-06 03:49:03 transreid.train INFO: Epoch[85] Iter[40/243] Loss: 0.061, Acc: 0.998, Base Lr: 1.58e-04
2024-05-06 03:49:11 transreid.train INFO: Epoch[85] Iter[60/243] Loss: 0.059, Acc: 0.997, Base Lr: 1.58e-04
2024-05-06 03:49:19 transreid.train INFO: Epoch[85] Iter[80/243] Loss: 0.059, Acc: 0.997, Base Lr: 1.58e-04
2024-05-06 03:49:27 transreid.train INFO: Epoch[85] Iter[100/243] Loss: 0.058, Acc: 0.997, Base Lr: 1.58e-04
2024-05-06 03:49:34 transreid.train INFO: Epoch[85] Iter[120/243] Loss: 0.055, Acc: 0.997, Base Lr: 1.58e-04
2024-05-06 03:49:41 transreid.train INFO: Epoch[85] Iter[140/243] Loss: 0.055, Acc: 0.997, Base Lr: 1.58e-04
2024-05-06 03:49:49 transreid.train INFO: Epoch[85] Iter[160/243] Loss: 0.054, Acc: 0.997, Base Lr: 1.58e-04
2024-05-06 03:49:57 transreid.train INFO: Epoch[85] Iter[180/243] Loss: 0.053, Acc: 0.997, Base Lr: 1.58e-04
2024-05-06 03:50:05 transreid.train INFO: Epoch[85] Iter[200/243] Loss: 0.051, Acc: 0.997, Base Lr: 1.58e-04
2024-05-06 03:50:13 transreid.train INFO: Epoch[85] Iter[220/243] Loss: 0.049, Acc: 0.997, Base Lr: 1.58e-04
2024-05-06 03:50:19 transreid.train INFO: Epoch 85 done. Time per epoch: 93.234[s] Speed: 319.9[samples/s]
2024-05-06 03:50:28 transreid.train INFO: Epoch[86] Iter[20/243] Loss: 0.064, Acc: 0.996, Base Lr: 1.50e-04
2024-05-06 03:50:36 transreid.train INFO: Epoch[86] Iter[40/243] Loss: 0.059, Acc: 0.997, Base Lr: 1.50e-04
2024-05-06 03:50:44 transreid.train INFO: Epoch[86] Iter[60/243] Loss: 0.056, Acc: 0.997, Base Lr: 1.50e-04
2024-05-06 03:50:52 transreid.train INFO: Epoch[86] Iter[80/243] Loss: 0.056, Acc: 0.997, Base Lr: 1.50e-04
2024-05-06 03:51:00 transreid.train INFO: Epoch[86] Iter[100/243] Loss: 0.055, Acc: 0.997, Base Lr: 1.50e-04
2024-05-06 03:51:08 transreid.train INFO: Epoch[86] Iter[120/243] Loss: 0.055, Acc: 0.997, Base Lr: 1.50e-04
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2024-05-06 03:51:24 transreid.train INFO: Epoch[86] Iter[160/243] Loss: 0.054, Acc: 0.997, Base Lr: 1.50e-04
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2024-05-06 03:51:39 transreid.train INFO: Epoch[86] Iter[200/243] Loss: 0.051, Acc: 0.997, Base Lr: 1.50e-04
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2024-05-06 03:51:54 transreid.train INFO: Epoch 86 done. Time per epoch: 94.990[s] Speed: 316.7[samples/s]
2024-05-06 03:52:02 transreid.train INFO: Epoch[87] Iter[20/243] Loss: 0.065, Acc: 0.996, Base Lr: 1.42e-04
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2024-05-06 03:53:13 transreid.train INFO: Epoch[87] Iter[200/243] Loss: 0.051, Acc: 0.997, Base Lr: 1.42e-04
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2024-05-06 03:55:00 transreid.train INFO: Epoch 88 done. Time per epoch: 92.748[s] Speed: 321.6[samples/s]
2024-05-06 03:55:09 transreid.train INFO: Epoch[89] Iter[20/243] Loss: 0.058, Acc: 0.998, Base Lr: 1.26e-04
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2024-05-06 03:56:34 transreid.train INFO: Epoch 89 done. Time per epoch: 94.225[s] Speed: 316.5[samples/s]
2024-05-06 03:56:43 transreid.train INFO: Epoch[90] Iter[20/243] Loss: 0.058, Acc: 0.998, Base Lr: 1.19e-04
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2024-05-06 03:58:08 transreid.train INFO: Epoch 90 done. Time per epoch: 93.598[s] Speed: 320.0[samples/s]
2024-05-06 03:58:17 transreid.train INFO: Epoch[91] Iter[20/243] Loss: 0.059, Acc: 0.996, Base Lr: 1.11e-04
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2024-05-06 03:59:41 transreid.train INFO: Epoch 91 done. Time per epoch: 93.731[s] Speed: 319.6[samples/s]
2024-05-06 03:59:51 transreid.train INFO: Epoch[92] Iter[20/243] Loss: 0.056, Acc: 0.997, Base Lr: 1.04e-04
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2024-05-06 04:01:16 transreid.train INFO: Epoch 92 done. Time per epoch: 94.167[s] Speed: 316.7[samples/s]
2024-05-06 04:01:25 transreid.train INFO: Epoch[93] Iter[20/243] Loss: 0.049, Acc: 0.999, Base Lr: 9.72e-05
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2024-05-06 04:02:49 transreid.train INFO: Epoch 93 done. Time per epoch: 92.876[s] Speed: 321.1[samples/s]
2024-05-06 04:02:58 transreid.train INFO: Epoch[94] Iter[20/243] Loss: 0.051, Acc: 0.997, Base Lr: 9.06e-05
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2024-05-06 04:04:23 transreid.train INFO: Epoch 94 done. Time per epoch: 94.946[s] Speed: 314.1[samples/s]
2024-05-06 04:04:32 transreid.train INFO: Epoch[95] Iter[20/243] Loss: 0.057, Acc: 0.996, Base Lr: 8.41e-05
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2024-05-06 04:05:58 transreid.train INFO: Epoch 95 done. Time per epoch: 94.536[s] Speed: 316.8[samples/s]
2024-05-06 04:06:07 transreid.train INFO: Epoch[96] Iter[20/243] Loss: 0.053, Acc: 0.998, Base Lr: 7.78e-05
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2024-05-06 04:07:32 transreid.train INFO: Epoch 96 done. Time per epoch: 93.549[s] Speed: 320.2[samples/s]
2024-05-06 04:07:41 transreid.train INFO: Epoch[97] Iter[20/243] Loss: 0.048, Acc: 0.997, Base Lr: 7.18e-05
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2024-05-06 04:09:06 transreid.train INFO: Epoch 97 done. Time per epoch: 94.665[s] Speed: 316.4[samples/s]
2024-05-06 04:09:15 transreid.train INFO: Epoch[98] Iter[20/243] Loss: 0.055, Acc: 0.997, Base Lr: 6.60e-05
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2024-05-06 04:10:39 transreid.train INFO: Epoch 98 done. Time per epoch: 92.996[s] Speed: 320.7[samples/s]
2024-05-06 04:10:48 transreid.train INFO: Epoch[99] Iter[20/243] Loss: 0.055, Acc: 0.998, Base Lr: 6.04e-05
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2024-05-06 04:12:12 transreid.train INFO: Epoch 99 done. Time per epoch: 92.425[s] Speed: 324.1[samples/s]
2024-05-06 04:12:20 transreid.train INFO: Epoch[100] Iter[20/243] Loss: 0.053, Acc: 0.998, Base Lr: 5.51e-05
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2024-05-06 04:13:28 transreid.train INFO: Epoch 100 done. Time per epoch: 76.040[s] Speed: 392.2[samples/s]
2024-05-06 04:13:35 transreid.train INFO: Epoch[101] Iter[20/243] Loss: 0.058, Acc: 0.998, Base Lr: 5.00e-05
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2024-05-06 04:14:43 transreid.train INFO: Epoch 101 done. Time per epoch: 74.992[s] Speed: 399.4[samples/s]
2024-05-06 04:14:50 transreid.train INFO: Epoch[102] Iter[20/243] Loss: 0.058, Acc: 0.995, Base Lr: 4.51e-05
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2024-05-06 04:16:37 transreid.train INFO: Epoch 102 done. Time per epoch: 114.191[s] Speed: 262.3[samples/s]
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2024-05-06 04:18:54 transreid.train INFO: Epoch 103 done. Time per epoch: 137.293[s] Speed: 217.2[samples/s]
2024-05-06 04:19:07 transreid.train INFO: Epoch[104] Iter[20/243] Loss: 0.064, Acc: 0.998, Base Lr: 3.61e-05
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2024-05-06 04:21:11 transreid.train INFO: Epoch 104 done. Time per epoch: 137.327[s] Speed: 218.1[samples/s]
2024-05-06 04:21:24 transreid.train INFO: Epoch[105] Iter[20/243] Loss: 0.053, Acc: 0.998, Base Lr: 3.20e-05
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2024-05-06 04:23:29 transreid.train INFO: Epoch 105 done. Time per epoch: 137.041[s] Speed: 218.6[samples/s]
2024-05-06 04:23:42 transreid.train INFO: Epoch[106] Iter[20/243] Loss: 0.060, Acc: 0.996, Base Lr: 2.81e-05
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2024-05-06 04:25:46 transreid.train INFO: Epoch 106 done. Time per epoch: 137.218[s] Speed: 218.3[samples/s]
2024-05-06 04:25:59 transreid.train INFO: Epoch[107] Iter[20/243] Loss: 0.053, Acc: 0.997, Base Lr: 2.45e-05
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2024-05-06 04:28:03 transreid.train INFO: Epoch 107 done. Time per epoch: 136.904[s] Speed: 217.8[samples/s]
2024-05-06 04:28:15 transreid.train INFO: Epoch[108] Iter[20/243] Loss: 0.063, Acc: 0.996, Base Lr: 2.11e-05
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2024-05-06 04:30:20 transreid.train INFO: Epoch 108 done. Time per epoch: 136.891[s] Speed: 218.8[samples/s]
2024-05-06 04:30:32 transreid.train INFO: Epoch[109] Iter[20/243] Loss: 0.051, Acc: 0.999, Base Lr: 1.80e-05
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2024-05-06 04:32:37 transreid.train INFO: Epoch 109 done. Time per epoch: 137.022[s] Speed: 218.6[samples/s]
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2024-05-06 04:34:54 transreid.train INFO: Epoch 110 done. Time per epoch: 137.567[s] Speed: 217.7[samples/s]
2024-05-06 04:35:07 transreid.train INFO: Epoch[111] Iter[20/243] Loss: 0.054, Acc: 0.998, Base Lr: 1.26e-05
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2024-05-06 04:37:13 transreid.train INFO: Epoch 111 done. Time per epoch: 138.797[s] Speed: 216.7[samples/s]
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2024-05-06 04:39:31 transreid.train INFO: Epoch 112 done. Time per epoch: 137.967[s] Speed: 217.1[samples/s]
2024-05-06 04:39:43 transreid.train INFO: Epoch[113] Iter[20/243] Loss: 0.059, Acc: 0.998, Base Lr: 8.28e-06
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2024-05-06 04:41:45 transreid.train INFO: Epoch 113 done. Time per epoch: 134.515[s] Speed: 222.7[samples/s]
2024-05-06 04:41:58 transreid.train INFO: Epoch[114] Iter[20/243] Loss: 0.051, Acc: 0.998, Base Lr: 6.51e-06
2024-05-06 04:42:10 transreid.train INFO: Epoch[114] Iter[40/243] Loss: 0.055, Acc: 0.998, Base Lr: 6.51e-06
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2024-05-06 04:43:08 transreid.train INFO: Epoch[114] Iter[140/243] Loss: 0.050, Acc: 0.998, Base Lr: 6.51e-06
2024-05-06 04:43:19 transreid.train INFO: Epoch[114] Iter[160/243] Loss: 0.048, Acc: 0.998, Base Lr: 6.51e-06
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2024-05-06 04:44:02 transreid.train INFO: Epoch 114 done. Time per epoch: 136.609[s] Speed: 218.3[samples/s]
2024-05-06 04:44:14 transreid.train INFO: Epoch[115] Iter[20/243] Loss: 0.055, Acc: 0.998, Base Lr: 5.02e-06
2024-05-06 04:44:26 transreid.train INFO: Epoch[115] Iter[40/243] Loss: 0.058, Acc: 0.997, Base Lr: 5.02e-06
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2024-05-06 04:45:35 transreid.train INFO: Epoch[115] Iter[160/243] Loss: 0.048, Acc: 0.997, Base Lr: 5.02e-06
2024-05-06 04:45:47 transreid.train INFO: Epoch[115] Iter[180/243] Loss: 0.047, Acc: 0.997, Base Lr: 5.02e-06
2024-05-06 04:45:59 transreid.train INFO: Epoch[115] Iter[200/243] Loss: 0.046, Acc: 0.997, Base Lr: 5.02e-06
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2024-05-06 04:46:19 transreid.train INFO: Epoch 115 done. Time per epoch: 136.813[s] Speed: 218.9[samples/s]
2024-05-06 04:46:32 transreid.train INFO: Epoch[116] Iter[20/243] Loss: 0.049, Acc: 0.999, Base Lr: 3.79e-06
2024-05-06 04:46:43 transreid.train INFO: Epoch[116] Iter[40/243] Loss: 0.049, Acc: 0.998, Base Lr: 3.79e-06
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2024-05-06 04:47:18 transreid.train INFO: Epoch[116] Iter[100/243] Loss: 0.049, Acc: 0.998, Base Lr: 3.79e-06
2024-05-06 04:47:29 transreid.train INFO: Epoch[116] Iter[120/243] Loss: 0.049, Acc: 0.998, Base Lr: 3.79e-06
2024-05-06 04:47:41 transreid.train INFO: Epoch[116] Iter[140/243] Loss: 0.047, Acc: 0.998, Base Lr: 3.79e-06
2024-05-06 04:47:53 transreid.train INFO: Epoch[116] Iter[160/243] Loss: 0.046, Acc: 0.998, Base Lr: 3.79e-06
2024-05-06 04:48:04 transreid.train INFO: Epoch[116] Iter[180/243] Loss: 0.045, Acc: 0.998, Base Lr: 3.79e-06
2024-05-06 04:48:16 transreid.train INFO: Epoch[116] Iter[200/243] Loss: 0.044, Acc: 0.998, Base Lr: 3.79e-06
2024-05-06 04:48:28 transreid.train INFO: Epoch[116] Iter[220/243] Loss: 0.043, Acc: 0.998, Base Lr: 3.79e-06
2024-05-06 04:48:36 transreid.train INFO: Epoch 116 done. Time per epoch: 137.450[s] Speed: 218.8[samples/s]
2024-05-06 04:48:49 transreid.train INFO: Epoch[117] Iter[20/243] Loss: 0.066, Acc: 0.997, Base Lr: 2.83e-06
2024-05-06 04:49:01 transreid.train INFO: Epoch[117] Iter[40/243] Loss: 0.057, Acc: 0.998, Base Lr: 2.83e-06
2024-05-06 04:49:12 transreid.train INFO: Epoch[117] Iter[60/243] Loss: 0.056, Acc: 0.997, Base Lr: 2.83e-06
2024-05-06 04:49:24 transreid.train INFO: Epoch[117] Iter[80/243] Loss: 0.054, Acc: 0.997, Base Lr: 2.83e-06
2024-05-06 04:49:36 transreid.train INFO: Epoch[117] Iter[100/243] Loss: 0.053, Acc: 0.997, Base Lr: 2.83e-06
2024-05-06 04:49:47 transreid.train INFO: Epoch[117] Iter[120/243] Loss: 0.051, Acc: 0.997, Base Lr: 2.83e-06
2024-05-06 04:49:59 transreid.train INFO: Epoch[117] Iter[140/243] Loss: 0.049, Acc: 0.998, Base Lr: 2.83e-06
2024-05-06 04:50:11 transreid.train INFO: Epoch[117] Iter[160/243] Loss: 0.048, Acc: 0.998, Base Lr: 2.83e-06
2024-05-06 04:50:22 transreid.train INFO: Epoch[117] Iter[180/243] Loss: 0.047, Acc: 0.998, Base Lr: 2.83e-06
2024-05-06 04:50:33 transreid.train INFO: Epoch[117] Iter[200/243] Loss: 0.046, Acc: 0.998, Base Lr: 2.83e-06
2024-05-06 04:50:45 transreid.train INFO: Epoch[117] Iter[220/243] Loss: 0.045, Acc: 0.998, Base Lr: 2.83e-06
2024-05-06 04:50:54 transreid.train INFO: Epoch 117 done. Time per epoch: 137.754[s] Speed: 217.4[samples/s]
2024-05-06 04:51:06 transreid.train INFO: Epoch[118] Iter[20/243] Loss: 0.058, Acc: 0.996, Base Lr: 2.15e-06
2024-05-06 04:51:18 transreid.train INFO: Epoch[118] Iter[40/243] Loss: 0.055, Acc: 0.996, Base Lr: 2.15e-06
2024-05-06 04:51:30 transreid.train INFO: Epoch[118] Iter[60/243] Loss: 0.054, Acc: 0.996, Base Lr: 2.15e-06
2024-05-06 04:51:41 transreid.train INFO: Epoch[118] Iter[80/243] Loss: 0.052, Acc: 0.996, Base Lr: 2.15e-06
2024-05-06 04:51:53 transreid.train INFO: Epoch[118] Iter[100/243] Loss: 0.051, Acc: 0.997, Base Lr: 2.15e-06
2024-05-06 04:52:05 transreid.train INFO: Epoch[118] Iter[120/243] Loss: 0.050, Acc: 0.997, Base Lr: 2.15e-06
2024-05-06 04:52:16 transreid.train INFO: Epoch[118] Iter[140/243] Loss: 0.049, Acc: 0.997, Base Lr: 2.15e-06
2024-05-06 04:52:27 transreid.train INFO: Epoch[118] Iter[160/243] Loss: 0.047, Acc: 0.997, Base Lr: 2.15e-06
2024-05-06 04:52:39 transreid.train INFO: Epoch[118] Iter[180/243] Loss: 0.045, Acc: 0.997, Base Lr: 2.15e-06
2024-05-06 04:52:50 transreid.train INFO: Epoch[118] Iter[200/243] Loss: 0.044, Acc: 0.997, Base Lr: 2.15e-06
2024-05-06 04:53:02 transreid.train INFO: Epoch[118] Iter[220/243] Loss: 0.042, Acc: 0.997, Base Lr: 2.15e-06
2024-05-06 04:53:10 transreid.train INFO: Epoch 118 done. Time per epoch: 136.364[s] Speed: 218.7[samples/s]
2024-05-06 04:53:23 transreid.train INFO: Epoch[119] Iter[20/243] Loss: 0.043, Acc: 1.000, Base Lr: 1.74e-06
2024-05-06 04:53:35 transreid.train INFO: Epoch[119] Iter[40/243] Loss: 0.045, Acc: 0.999, Base Lr: 1.74e-06
2024-05-06 04:53:46 transreid.train INFO: Epoch[119] Iter[60/243] Loss: 0.049, Acc: 0.998, Base Lr: 1.74e-06
2024-05-06 04:53:58 transreid.train INFO: Epoch[119] Iter[80/243] Loss: 0.047, Acc: 0.998, Base Lr: 1.74e-06
2024-05-06 04:54:09 transreid.train INFO: Epoch[119] Iter[100/243] Loss: 0.046, Acc: 0.998, Base Lr: 1.74e-06
2024-05-06 04:54:21 transreid.train INFO: Epoch[119] Iter[120/243] Loss: 0.044, Acc: 0.998, Base Lr: 1.74e-06
2024-05-06 04:54:33 transreid.train INFO: Epoch[119] Iter[140/243] Loss: 0.045, Acc: 0.998, Base Lr: 1.74e-06
2024-05-06 04:54:44 transreid.train INFO: Epoch[119] Iter[160/243] Loss: 0.045, Acc: 0.998, Base Lr: 1.74e-06
2024-05-06 04:54:55 transreid.train INFO: Epoch[119] Iter[180/243] Loss: 0.043, Acc: 0.998, Base Lr: 1.74e-06
2024-05-06 04:55:07 transreid.train INFO: Epoch[119] Iter[200/243] Loss: 0.042, Acc: 0.998, Base Lr: 1.74e-06
2024-05-06 04:55:18 transreid.train INFO: Epoch[119] Iter[220/243] Loss: 0.041, Acc: 0.998, Base Lr: 1.74e-06
2024-05-06 04:55:27 transreid.train INFO: Epoch 119 done. Time per epoch: 136.733[s] Speed: 219.1[samples/s]
2024-05-06 04:55:40 transreid.train INFO: Epoch[120] Iter[20/243] Loss: 0.060, Acc: 0.998, Base Lr: 1.60e-06
2024-05-06 04:55:51 transreid.train INFO: Epoch[120] Iter[40/243] Loss: 0.059, Acc: 0.997, Base Lr: 1.60e-06
2024-05-06 04:56:03 transreid.train INFO: Epoch[120] Iter[60/243] Loss: 0.056, Acc: 0.998, Base Lr: 1.60e-06
2024-05-06 04:56:15 transreid.train INFO: Epoch[120] Iter[80/243] Loss: 0.053, Acc: 0.998, Base Lr: 1.60e-06
2024-05-06 04:56:26 transreid.train INFO: Epoch[120] Iter[100/243] Loss: 0.052, Acc: 0.998, Base Lr: 1.60e-06
2024-05-06 04:56:37 transreid.train INFO: Epoch[120] Iter[120/243] Loss: 0.052, Acc: 0.998, Base Lr: 1.60e-06
2024-05-06 04:56:49 transreid.train INFO: Epoch[120] Iter[140/243] Loss: 0.051, Acc: 0.998, Base Lr: 1.60e-06
2024-05-06 04:57:01 transreid.train INFO: Epoch[120] Iter[160/243] Loss: 0.049, Acc: 0.998, Base Lr: 1.60e-06
2024-05-06 04:57:12 transreid.train INFO: Epoch[120] Iter[180/243] Loss: 0.046, Acc: 0.998, Base Lr: 1.60e-06
2024-05-06 04:57:24 transreid.train INFO: Epoch[120] Iter[200/243] Loss: 0.045, Acc: 0.998, Base Lr: 1.60e-06
2024-05-06 04:57:36 transreid.train INFO: Epoch[120] Iter[220/243] Loss: 0.044, Acc: 0.998, Base Lr: 1.60e-06
2024-05-06 04:57:44 transreid.train INFO: Epoch 120 done. Time per epoch: 136.643[s] Speed: 219.2[samples/s]
2024-05-06 05:03:45 transreid.train INFO: Validation Results - Epoch: 120
2024-05-06 05:03:45 transreid.train INFO: mAP: 76.7%
2024-05-06 05:03:45 transreid.train INFO: CMC curve, Rank-1  :90.3%
2024-05-06 05:03:45 transreid.train INFO: CMC curve, Rank-5  :95.2%
2024-05-06 05:03:45 transreid.train INFO: CMC curve, Rank-10 :96.3%
