2024-05-01 14:16:44 transreid INFO: Saving model in the path :log/bs_exp/ResNet152_MSMT17/128bs_lr0.0008_ep120_warm20_seed0
2024-05-01 14:16:44 transreid INFO: Loaded configuration file configs/msmt17/resnet152.yml
2024-05-01 14:16:44 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: 1
  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
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet152.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_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: 
2024-05-01 14:16:45 transreid.check INFO: Dataset statistics:
2024-05-01 14:16:45 transreid.check INFO:   ----------------------------------------
2024-05-01 14:16:45 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-01 14:16:45 transreid.check INFO:   ----------------------------------------
2024-05-01 14:16:45 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-01 14:16:45 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-01 14:16:45 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-01 14:16:45 transreid.check INFO:   ----------------------------------------
2024-05-01 14:16:50 transreid INFO: ===========using cosine learning rate=======
2024-05-01 14:16:50 transreid.train INFO: start training
2024-05-01 14:17:00 transreid.train INFO: Epoch[1] Iter[20/243] Loss: 16.399, Acc: 0.001, Base Lr: 4.76e-05
2024-05-01 14:17:05 transreid.train INFO: Epoch[1] Iter[40/243] Loss: 15.558, Acc: 0.001, Base Lr: 4.76e-05
2024-05-01 14:17:11 transreid.train INFO: Epoch[1] Iter[60/243] Loss: 14.806, Acc: 0.001, Base Lr: 4.76e-05
2024-05-01 14:17:16 transreid.train INFO: Epoch[1] Iter[80/243] Loss: 14.268, Acc: 0.001, Base Lr: 4.76e-05
2024-05-01 14:17:22 transreid.train INFO: Epoch[1] Iter[100/243] Loss: 13.790, Acc: 0.001, Base Lr: 4.76e-05
2024-05-01 14:17:27 transreid.train INFO: Epoch[1] Iter[120/243] Loss: 13.406, Acc: 0.001, Base Lr: 4.76e-05
2024-05-01 14:17:32 transreid.train INFO: Epoch[1] Iter[140/243] Loss: 13.149, Acc: 0.001, Base Lr: 4.76e-05
2024-05-01 14:17:38 transreid.train INFO: Epoch[1] Iter[160/243] Loss: 12.884, Acc: 0.001, Base Lr: 4.76e-05
2024-05-01 14:17:43 transreid.train INFO: Epoch[1] Iter[180/243] Loss: 12.683, Acc: 0.001, Base Lr: 4.76e-05
2024-05-01 14:17:49 transreid.train INFO: Epoch[1] Iter[200/243] Loss: 12.513, Acc: 0.002, Base Lr: 4.76e-05
2024-05-01 14:17:54 transreid.train INFO: Epoch[1] Iter[220/243] Loss: 12.352, Acc: 0.002, Base Lr: 4.76e-05
2024-05-01 14:17:58 transreid.train INFO: Epoch 1 done. Time per epoch: 67.834[s] Speed: 439.7[samples/s]
2024-05-01 14:18:04 transreid.train INFO: Epoch[2] Iter[20/243] Loss: 9.958, Acc: 0.004, Base Lr: 8.72e-05
2024-05-01 14:18:09 transreid.train INFO: Epoch[2] Iter[40/243] Loss: 9.813, Acc: 0.004, Base Lr: 8.72e-05
2024-05-01 14:18:15 transreid.train INFO: Epoch[2] Iter[60/243] Loss: 9.724, Acc: 0.005, Base Lr: 8.72e-05
2024-05-01 14:18:20 transreid.train INFO: Epoch[2] Iter[80/243] Loss: 9.630, Acc: 0.006, Base Lr: 8.72e-05
2024-05-01 14:18:26 transreid.train INFO: Epoch[2] Iter[100/243] Loss: 9.534, Acc: 0.007, Base Lr: 8.72e-05
2024-05-01 14:18:31 transreid.train INFO: Epoch[2] Iter[120/243] Loss: 9.442, Acc: 0.009, Base Lr: 8.72e-05
2024-05-01 14:18:37 transreid.train INFO: Epoch[2] Iter[140/243] Loss: 9.359, Acc: 0.010, Base Lr: 8.72e-05
2024-05-01 14:18:42 transreid.train INFO: Epoch[2] Iter[160/243] Loss: 9.274, Acc: 0.013, Base Lr: 8.72e-05
2024-05-01 14:18:48 transreid.train INFO: Epoch[2] Iter[180/243] Loss: 9.203, Acc: 0.017, Base Lr: 8.72e-05
2024-05-01 14:18:53 transreid.train INFO: Epoch[2] Iter[200/243] Loss: 9.149, Acc: 0.023, Base Lr: 8.72e-05
2024-05-01 14:18:59 transreid.train INFO: Epoch[2] Iter[220/243] Loss: 9.090, Acc: 0.037, Base Lr: 8.72e-05
2024-05-01 14:19:02 transreid.train INFO: Epoch 2 done. Time per epoch: 64.616[s] Speed: 461.6[samples/s]
2024-05-01 14:19:08 transreid.train INFO: Epoch[3] Iter[20/243] Loss: 8.161, Acc: 0.060, Base Lr: 1.27e-04
2024-05-01 14:19:14 transreid.train INFO: Epoch[3] Iter[40/243] Loss: 8.113, Acc: 0.065, Base Lr: 1.27e-04
2024-05-01 14:19:19 transreid.train INFO: Epoch[3] Iter[60/243] Loss: 8.065, Acc: 0.074, Base Lr: 1.27e-04
2024-05-01 14:19:25 transreid.train INFO: Epoch[3] Iter[80/243] Loss: 8.029, Acc: 0.080, Base Lr: 1.27e-04
2024-05-01 14:19:30 transreid.train INFO: Epoch[3] Iter[100/243] Loss: 7.989, Acc: 0.092, Base Lr: 1.27e-04
2024-05-01 14:19:36 transreid.train INFO: Epoch[3] Iter[120/243] Loss: 7.955, Acc: 0.102, Base Lr: 1.27e-04
2024-05-01 14:19:41 transreid.train INFO: Epoch[3] Iter[140/243] Loss: 7.918, Acc: 0.110, Base Lr: 1.27e-04
2024-05-01 14:19:47 transreid.train INFO: Epoch[3] Iter[160/243] Loss: 7.888, Acc: 0.124, Base Lr: 1.27e-04
2024-05-01 14:19:52 transreid.train INFO: Epoch[3] Iter[180/243] Loss: 7.862, Acc: 0.140, Base Lr: 1.27e-04
2024-05-01 14:19:58 transreid.train INFO: Epoch[3] Iter[200/243] Loss: 7.838, Acc: 0.163, Base Lr: 1.27e-04
2024-05-01 14:20:03 transreid.train INFO: Epoch[3] Iter[220/243] Loss: 7.813, Acc: 0.196, Base Lr: 1.27e-04
2024-05-01 14:20:07 transreid.train INFO: Epoch 3 done. Time per epoch: 64.583[s] Speed: 461.8[samples/s]
2024-05-01 14:20:13 transreid.train INFO: Epoch[4] Iter[20/243] Loss: 7.568, Acc: 0.157, Base Lr: 1.66e-04
2024-05-01 14:20:19 transreid.train INFO: Epoch[4] Iter[40/243] Loss: 7.566, Acc: 0.155, Base Lr: 1.66e-04
2024-05-01 14:20:24 transreid.train INFO: Epoch[4] Iter[60/243] Loss: 7.551, Acc: 0.171, Base Lr: 1.66e-04
2024-05-01 14:20:30 transreid.train INFO: Epoch[4] Iter[80/243] Loss: 7.536, Acc: 0.176, Base Lr: 1.66e-04
2024-05-01 14:20:35 transreid.train INFO: Epoch[4] Iter[100/243] Loss: 7.523, Acc: 0.178, Base Lr: 1.66e-04
2024-05-01 14:20:41 transreid.train INFO: Epoch[4] Iter[120/243] Loss: 7.506, Acc: 0.189, Base Lr: 1.66e-04
2024-05-01 14:20:46 transreid.train INFO: Epoch[4] Iter[140/243] Loss: 7.492, Acc: 0.205, Base Lr: 1.66e-04
2024-05-01 14:20:51 transreid.train INFO: Epoch[4] Iter[160/243] Loss: 7.474, Acc: 0.226, Base Lr: 1.66e-04
2024-05-01 14:20:57 transreid.train INFO: Epoch[4] Iter[180/243] Loss: 7.461, Acc: 0.249, Base Lr: 1.66e-04
2024-05-01 14:21:02 transreid.train INFO: Epoch[4] Iter[200/243] Loss: 7.438, Acc: 0.281, Base Lr: 1.66e-04
2024-05-01 14:21:08 transreid.train INFO: Epoch[4] Iter[220/243] Loss: 7.412, Acc: 0.319, Base Lr: 1.66e-04
2024-05-01 14:21:12 transreid.train INFO: Epoch 4 done. Time per epoch: 64.948[s] Speed: 461.2[samples/s]
2024-05-01 14:21:18 transreid.train INFO: Epoch[5] Iter[20/243] Loss: 7.270, Acc: 0.204, Base Lr: 2.06e-04
2024-05-01 14:21:23 transreid.train INFO: Epoch[5] Iter[40/243] Loss: 7.287, Acc: 0.179, Base Lr: 2.06e-04
2024-05-01 14:21:29 transreid.train INFO: Epoch[5] Iter[60/243] Loss: 7.278, Acc: 0.177, Base Lr: 2.06e-04
2024-05-01 14:21:34 transreid.train INFO: Epoch[5] Iter[80/243] Loss: 7.253, Acc: 0.188, Base Lr: 2.06e-04
2024-05-01 14:21:40 transreid.train INFO: Epoch[5] Iter[100/243] Loss: 7.229, Acc: 0.203, Base Lr: 2.06e-04
2024-05-01 14:21:45 transreid.train INFO: Epoch[5] Iter[120/243] Loss: 7.214, Acc: 0.215, Base Lr: 2.06e-04
2024-05-01 14:21:51 transreid.train INFO: Epoch[5] Iter[140/243] Loss: 7.192, Acc: 0.231, Base Lr: 2.06e-04
2024-05-01 14:21:56 transreid.train INFO: Epoch[5] Iter[160/243] Loss: 7.175, Acc: 0.248, Base Lr: 2.06e-04
2024-05-01 14:22:01 transreid.train INFO: Epoch[5] Iter[180/243] Loss: 7.153, Acc: 0.269, Base Lr: 2.06e-04
2024-05-01 14:22:07 transreid.train INFO: Epoch[5] Iter[200/243] Loss: 7.120, Acc: 0.301, Base Lr: 2.06e-04
2024-05-01 14:22:12 transreid.train INFO: Epoch[5] Iter[220/243] Loss: 7.071, Acc: 0.341, Base Lr: 2.06e-04
2024-05-01 14:22:16 transreid.train INFO: Epoch 5 done. Time per epoch: 64.401[s] Speed: 465.1[samples/s]
2024-05-01 14:22:22 transreid.train INFO: Epoch[6] Iter[20/243] Loss: 7.008, Acc: 0.164, Base Lr: 2.46e-04
2024-05-01 14:22:28 transreid.train INFO: Epoch[6] Iter[40/243] Loss: 6.980, Acc: 0.164, Base Lr: 2.46e-04
2024-05-01 14:22:33 transreid.train INFO: Epoch[6] Iter[60/243] Loss: 6.970, Acc: 0.171, Base Lr: 2.46e-04
2024-05-01 14:22:39 transreid.train INFO: Epoch[6] Iter[80/243] Loss: 6.942, Acc: 0.178, Base Lr: 2.46e-04
2024-05-01 14:22:44 transreid.train INFO: Epoch[6] Iter[100/243] Loss: 6.899, Acc: 0.193, Base Lr: 2.46e-04
2024-05-01 14:22:50 transreid.train INFO: Epoch[6] Iter[120/243] Loss: 6.863, Acc: 0.207, Base Lr: 2.46e-04
2024-05-01 14:22:55 transreid.train INFO: Epoch[6] Iter[140/243] Loss: 6.837, Acc: 0.222, Base Lr: 2.46e-04
2024-05-01 14:23:00 transreid.train INFO: Epoch[6] Iter[160/243] Loss: 6.792, Acc: 0.242, Base Lr: 2.46e-04
2024-05-01 14:23:06 transreid.train INFO: Epoch[6] Iter[180/243] Loss: 6.752, Acc: 0.267, Base Lr: 2.46e-04
2024-05-01 14:23:11 transreid.train INFO: Epoch[6] Iter[200/243] Loss: 6.702, Acc: 0.294, Base Lr: 2.46e-04
2024-05-01 14:23:17 transreid.train INFO: Epoch[6] Iter[220/243] Loss: 6.628, Acc: 0.330, Base Lr: 2.46e-04
2024-05-01 14:23:21 transreid.train INFO: Epoch 6 done. Time per epoch: 64.483[s] Speed: 464.5[samples/s]
2024-05-01 14:23:27 transreid.train INFO: Epoch[7] Iter[20/243] Loss: 6.586, Acc: 0.175, Base Lr: 2.85e-04
2024-05-01 14:23:32 transreid.train INFO: Epoch[7] Iter[40/243] Loss: 6.556, Acc: 0.168, Base Lr: 2.85e-04
2024-05-01 14:23:38 transreid.train INFO: Epoch[7] Iter[60/243] Loss: 6.545, Acc: 0.166, Base Lr: 2.85e-04
2024-05-01 14:23:43 transreid.train INFO: Epoch[7] Iter[80/243] Loss: 6.512, Acc: 0.172, Base Lr: 2.85e-04
2024-05-01 14:23:49 transreid.train INFO: Epoch[7] Iter[100/243] Loss: 6.461, Acc: 0.183, Base Lr: 2.85e-04
2024-05-01 14:23:54 transreid.train INFO: Epoch[7] Iter[120/243] Loss: 6.411, Acc: 0.193, Base Lr: 2.85e-04
2024-05-01 14:23:59 transreid.train INFO: Epoch[7] Iter[140/243] Loss: 6.362, Acc: 0.207, Base Lr: 2.85e-04
2024-05-01 14:24:05 transreid.train INFO: Epoch[7] Iter[160/243] Loss: 6.312, Acc: 0.225, Base Lr: 2.85e-04
2024-05-01 14:24:10 transreid.train INFO: Epoch[7] Iter[180/243] Loss: 6.246, Acc: 0.249, Base Lr: 2.85e-04
2024-05-01 14:24:16 transreid.train INFO: Epoch[7] Iter[200/243] Loss: 6.173, Acc: 0.275, Base Lr: 2.85e-04
2024-05-01 14:24:21 transreid.train INFO: Epoch[7] Iter[220/243] Loss: 6.060, Acc: 0.318, Base Lr: 2.85e-04
2024-05-01 14:24:25 transreid.train INFO: Epoch 7 done. Time per epoch: 64.408[s] Speed: 465.0[samples/s]
2024-05-01 14:24:31 transreid.train INFO: Epoch[8] Iter[20/243] Loss: 6.157, Acc: 0.165, Base Lr: 3.25e-04
2024-05-01 14:24:37 transreid.train INFO: Epoch[8] Iter[40/243] Loss: 6.090, Acc: 0.175, Base Lr: 3.25e-04
2024-05-01 14:24:42 transreid.train INFO: Epoch[8] Iter[60/243] Loss: 6.064, Acc: 0.175, Base Lr: 3.25e-04
2024-05-01 14:24:48 transreid.train INFO: Epoch[8] Iter[80/243] Loss: 6.025, Acc: 0.180, Base Lr: 3.25e-04
2024-05-01 14:24:53 transreid.train INFO: Epoch[8] Iter[100/243] Loss: 5.977, Acc: 0.187, Base Lr: 3.25e-04
2024-05-01 14:24:58 transreid.train INFO: Epoch[8] Iter[120/243] Loss: 5.913, Acc: 0.201, Base Lr: 3.25e-04
2024-05-01 14:25:04 transreid.train INFO: Epoch[8] Iter[140/243] Loss: 5.829, Acc: 0.217, Base Lr: 3.25e-04
2024-05-01 14:25:09 transreid.train INFO: Epoch[8] Iter[160/243] Loss: 5.751, Acc: 0.238, Base Lr: 3.25e-04
2024-05-01 14:25:15 transreid.train INFO: Epoch[8] Iter[180/243] Loss: 5.672, Acc: 0.258, Base Lr: 3.25e-04
2024-05-01 14:25:20 transreid.train INFO: Epoch[8] Iter[200/243] Loss: 5.570, Acc: 0.287, Base Lr: 3.25e-04
2024-05-01 14:25:26 transreid.train INFO: Epoch[8] Iter[220/243] Loss: 5.404, Acc: 0.331, Base Lr: 3.25e-04
2024-05-01 14:25:29 transreid.train INFO: Epoch 8 done. Time per epoch: 64.390[s] Speed: 465.2[samples/s]
2024-05-01 14:25:36 transreid.train INFO: Epoch[9] Iter[20/243] Loss: 5.642, Acc: 0.160, Base Lr: 3.64e-04
2024-05-01 14:25:41 transreid.train INFO: Epoch[9] Iter[40/243] Loss: 5.612, Acc: 0.157, Base Lr: 3.64e-04
2024-05-01 14:25:46 transreid.train INFO: Epoch[9] Iter[60/243] Loss: 5.562, Acc: 0.162, Base Lr: 3.64e-04
2024-05-01 14:25:52 transreid.train INFO: Epoch[9] Iter[80/243] Loss: 5.502, Acc: 0.175, Base Lr: 3.64e-04
2024-05-01 14:25:57 transreid.train INFO: Epoch[9] Iter[100/243] Loss: 5.429, Acc: 0.191, Base Lr: 3.64e-04
2024-05-01 14:26:03 transreid.train INFO: Epoch[9] Iter[120/243] Loss: 5.371, Acc: 0.204, Base Lr: 3.64e-04
2024-05-01 14:26:08 transreid.train INFO: Epoch[9] Iter[140/243] Loss: 5.290, Acc: 0.224, Base Lr: 3.64e-04
2024-05-01 14:26:14 transreid.train INFO: Epoch[9] Iter[160/243] Loss: 5.191, Acc: 0.250, Base Lr: 3.64e-04
2024-05-01 14:26:19 transreid.train INFO: Epoch[9] Iter[180/243] Loss: 5.074, Acc: 0.282, Base Lr: 3.64e-04
2024-05-01 14:26:25 transreid.train INFO: Epoch[9] Iter[200/243] Loss: 4.931, Acc: 0.321, Base Lr: 3.64e-04
2024-05-01 14:26:30 transreid.train INFO: Epoch[9] Iter[220/243] Loss: 4.756, Acc: 0.366, Base Lr: 3.64e-04
2024-05-01 14:26:34 transreid.train INFO: Epoch 9 done. Time per epoch: 64.106[s] Speed: 465.2[samples/s]
2024-05-01 14:26:40 transreid.train INFO: Epoch[10] Iter[20/243] Loss: 5.246, Acc: 0.196, Base Lr: 4.04e-04
2024-05-01 14:26:45 transreid.train INFO: Epoch[10] Iter[40/243] Loss: 5.131, Acc: 0.223, Base Lr: 4.04e-04
2024-05-01 14:26:51 transreid.train INFO: Epoch[10] Iter[60/243] Loss: 5.037, Acc: 0.234, Base Lr: 4.04e-04
2024-05-01 14:26:56 transreid.train INFO: Epoch[10] Iter[80/243] Loss: 4.946, Acc: 0.248, Base Lr: 4.04e-04
2024-05-01 14:27:02 transreid.train INFO: Epoch[10] Iter[100/243] Loss: 4.879, Acc: 0.258, Base Lr: 4.04e-04
2024-05-01 14:27:07 transreid.train INFO: Epoch[10] Iter[120/243] Loss: 4.775, Acc: 0.281, Base Lr: 4.04e-04
2024-05-01 14:27:12 transreid.train INFO: Epoch[10] Iter[140/243] Loss: 4.676, Acc: 0.308, Base Lr: 4.04e-04
2024-05-01 14:27:18 transreid.train INFO: Epoch[10] Iter[160/243] Loss: 4.575, Acc: 0.333, Base Lr: 4.04e-04
2024-05-01 14:27:23 transreid.train INFO: Epoch[10] Iter[180/243] Loss: 4.460, Acc: 0.361, Base Lr: 4.04e-04
2024-05-01 14:27:29 transreid.train INFO: Epoch[10] Iter[200/243] Loss: 4.314, Acc: 0.396, Base Lr: 4.04e-04
2024-05-01 14:27:34 transreid.train INFO: Epoch[10] Iter[220/243] Loss: 4.132, Acc: 0.437, Base Lr: 4.04e-04
2024-05-01 14:27:38 transreid.train INFO: Epoch 10 done. Time per epoch: 64.488[s] Speed: 464.5[samples/s]
2024-05-01 14:27:44 transreid.train INFO: Epoch[11] Iter[20/243] Loss: 4.591, Acc: 0.283, Base Lr: 4.44e-04
2024-05-01 14:27:50 transreid.train INFO: Epoch[11] Iter[40/243] Loss: 4.527, Acc: 0.290, Base Lr: 4.44e-04
2024-05-01 14:27:55 transreid.train INFO: Epoch[11] Iter[60/243] Loss: 4.472, Acc: 0.300, Base Lr: 4.44e-04
2024-05-01 14:28:01 transreid.train INFO: Epoch[11] Iter[80/243] Loss: 4.380, Acc: 0.321, Base Lr: 4.44e-04
2024-05-01 14:28:06 transreid.train INFO: Epoch[11] Iter[100/243] Loss: 4.313, Acc: 0.337, Base Lr: 4.44e-04
2024-05-01 14:28:11 transreid.train INFO: Epoch[11] Iter[120/243] Loss: 4.230, Acc: 0.356, Base Lr: 4.44e-04
2024-05-01 14:28:17 transreid.train INFO: Epoch[11] Iter[140/243] Loss: 4.141, Acc: 0.380, Base Lr: 4.44e-04
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2024-05-01 14:28:42 transreid.train INFO: Epoch 11 done. Time per epoch: 64.172[s] Speed: 464.8[samples/s]
2024-05-01 14:28:48 transreid.train INFO: Epoch[12] Iter[20/243] Loss: 4.093, Acc: 0.363, Base Lr: 4.83e-04
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2024-05-01 14:29:47 transreid.train INFO: Epoch 12 done. Time per epoch: 64.529[s] Speed: 464.2[samples/s]
2024-05-01 14:29:53 transreid.train INFO: Epoch[13] Iter[20/243] Loss: 3.502, Acc: 0.470, Base Lr: 5.23e-04
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2024-05-01 14:30:51 transreid.train INFO: Epoch 13 done. Time per epoch: 64.532[s] Speed: 464.1[samples/s]
2024-05-01 14:30:57 transreid.train INFO: Epoch[14] Iter[20/243] Loss: 3.254, Acc: 0.511, Base Lr: 5.62e-04
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2024-05-01 14:31:56 transreid.train INFO: Epoch 14 done. Time per epoch: 64.465[s] Speed: 464.6[samples/s]
2024-05-01 14:32:02 transreid.train INFO: Epoch[15] Iter[20/243] Loss: 2.805, Acc: 0.612, Base Lr: 6.02e-04
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2024-05-01 14:33:01 transreid.train INFO: Epoch 15 done. Time per epoch: 64.911[s] Speed: 461.4[samples/s]
2024-05-01 14:33:07 transreid.train INFO: Epoch[16] Iter[20/243] Loss: 2.399, Acc: 0.673, Base Lr: 6.42e-04
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2024-05-01 14:34:05 transreid.train INFO: Epoch 16 done. Time per epoch: 64.568[s] Speed: 463.9[samples/s]
2024-05-01 14:34:11 transreid.train INFO: Epoch[17] Iter[20/243] Loss: 2.022, Acc: 0.732, Base Lr: 6.81e-04
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2024-05-01 14:35:09 transreid.train INFO: Epoch 17 done. Time per epoch: 64.235[s] Speed: 464.3[samples/s]
2024-05-01 14:35:16 transreid.train INFO: Epoch[18] Iter[20/243] Loss: 1.886, Acc: 0.754, Base Lr: 7.21e-04
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2024-05-01 14:36:14 transreid.train INFO: Epoch 18 done. Time per epoch: 64.495[s] Speed: 464.4[samples/s]
2024-05-01 14:36:20 transreid.train INFO: Epoch[19] Iter[20/243] Loss: 1.396, Acc: 0.826, Base Lr: 7.60e-04
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2024-05-01 14:37:19 transreid.train INFO: Epoch 19 done. Time per epoch: 64.736[s] Speed: 462.7[samples/s]
2024-05-01 14:37:25 transreid.train INFO: Epoch[20] Iter[20/243] Loss: 1.383, Acc: 0.858, Base Lr: 7.47e-04
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2024-05-01 14:38:23 transreid.train INFO: Epoch 20 done. Time per epoch: 64.314[s] Speed: 463.7[samples/s]
2024-05-01 14:38:29 transreid.train INFO: Epoch[21] Iter[20/243] Loss: 1.197, Acc: 0.876, Base Lr: 7.41e-04
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2024-05-01 14:39:28 transreid.train INFO: Epoch 21 done. Time per epoch: 64.607[s] Speed: 463.6[samples/s]
2024-05-01 14:39:34 transreid.train INFO: Epoch[22] Iter[20/243] Loss: 1.035, Acc: 0.899, Base Lr: 7.36e-04
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2024-05-01 14:40:33 transreid.train INFO: Epoch 22 done. Time per epoch: 64.921[s] Speed: 461.4[samples/s]
2024-05-01 14:40:39 transreid.train INFO: Epoch[23] Iter[20/243] Loss: 0.918, Acc: 0.918, Base Lr: 7.30e-04
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2024-05-01 14:41:37 transreid.train INFO: Epoch 23 done. Time per epoch: 64.545[s] Speed: 462.1[samples/s]
2024-05-01 14:41:43 transreid.train INFO: Epoch[24] Iter[20/243] Loss: 0.792, Acc: 0.930, Base Lr: 7.24e-04
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2024-05-01 14:42:42 transreid.train INFO: Epoch 24 done. Time per epoch: 64.500[s] Speed: 464.4[samples/s]
2024-05-01 14:42:48 transreid.train INFO: Epoch[25] Iter[20/243] Loss: 0.740, Acc: 0.943, Base Lr: 7.18e-04
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2024-05-01 14:43:46 transreid.train INFO: Epoch 25 done. Time per epoch: 64.311[s] Speed: 463.7[samples/s]
2024-05-01 14:43:52 transreid.train INFO: Epoch[26] Iter[20/243] Loss: 0.660, Acc: 0.946, Base Lr: 7.11e-04
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2024-05-01 14:44:50 transreid.train INFO: Epoch 26 done. Time per epoch: 64.258[s] Speed: 464.1[samples/s]
2024-05-01 14:44:56 transreid.train INFO: Epoch[27] Iter[20/243] Loss: 0.581, Acc: 0.955, Base Lr: 7.04e-04
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2024-05-01 14:45:54 transreid.train INFO: Epoch 27 done. Time per epoch: 64.085[s] Speed: 465.4[samples/s]
2024-05-01 14:46:00 transreid.train INFO: Epoch[28] Iter[20/243] Loss: 0.533, Acc: 0.960, Base Lr: 6.97e-04
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2024-05-01 14:46:59 transreid.train INFO: Epoch 28 done. Time per epoch: 64.671[s] Speed: 463.1[samples/s]
2024-05-01 14:47:05 transreid.train INFO: Epoch[29] Iter[20/243] Loss: 0.466, Acc: 0.968, Base Lr: 6.90e-04
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2024-05-01 14:48:04 transreid.train INFO: Epoch 29 done. Time per epoch: 64.579[s] Speed: 463.8[samples/s]
2024-05-01 14:48:10 transreid.train INFO: Epoch[30] Iter[20/243] Loss: 0.450, Acc: 0.966, Base Lr: 6.83e-04
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2024-05-01 14:49:07 transreid.train INFO: Epoch 30 done. Time per epoch: 63.934[s] Speed: 466.5[samples/s]
2024-05-01 14:49:14 transreid.train INFO: Epoch[31] Iter[20/243] Loss: 0.424, Acc: 0.967, Base Lr: 6.76e-04
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2024-05-01 14:50:11 transreid.train INFO: Epoch 31 done. Time per epoch: 63.262[s] Speed: 471.4[samples/s]
2024-05-01 14:50:17 transreid.train INFO: Epoch[32] Iter[20/243] Loss: 0.406, Acc: 0.975, Base Lr: 6.68e-04
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2024-05-01 14:51:15 transreid.train INFO: Epoch 32 done. Time per epoch: 64.220[s] Speed: 464.4[samples/s]
2024-05-01 14:51:21 transreid.train INFO: Epoch[33] Iter[20/243] Loss: 0.374, Acc: 0.975, Base Lr: 6.60e-04
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2024-05-01 14:52:19 transreid.train INFO: Epoch 33 done. Time per epoch: 64.066[s] Speed: 465.5[samples/s]
2024-05-01 14:52:25 transreid.train INFO: Epoch[34] Iter[20/243] Loss: 0.332, Acc: 0.977, Base Lr: 6.52e-04
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2024-05-01 14:53:23 transreid.train INFO: Epoch 34 done. Time per epoch: 63.559[s] Speed: 469.2[samples/s]
2024-05-01 14:53:29 transreid.train INFO: Epoch[35] Iter[20/243] Loss: 0.357, Acc: 0.979, Base Lr: 6.44e-04
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2024-05-01 14:54:27 transreid.train INFO: Epoch 35 done. Time per epoch: 64.335[s] Speed: 463.6[samples/s]
2024-05-01 14:54:33 transreid.train INFO: Epoch[36] Iter[20/243] Loss: 0.284, Acc: 0.982, Base Lr: 6.35e-04
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2024-05-01 14:55:31 transreid.train INFO: Epoch 36 done. Time per epoch: 64.546[s] Speed: 464.0[samples/s]
2024-05-01 14:55:38 transreid.train INFO: Epoch[37] Iter[20/243] Loss: 0.308, Acc: 0.979, Base Lr: 6.27e-04
2024-05-01 14:55:43 transreid.train INFO: Epoch[37] Iter[40/243] Loss: 0.289, Acc: 0.982, Base Lr: 6.27e-04
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2024-05-01 14:56:21 transreid.train INFO: Epoch[37] Iter[180/243] Loss: 0.231, Acc: 0.986, Base Lr: 6.27e-04
2024-05-01 14:56:27 transreid.train INFO: Epoch[37] Iter[200/243] Loss: 0.224, Acc: 0.987, Base Lr: 6.27e-04
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2024-05-01 14:56:36 transreid.train INFO: Epoch 37 done. Time per epoch: 64.817[s] Speed: 464.1[samples/s]
2024-05-01 14:56:42 transreid.train INFO: Epoch[38] Iter[20/243] Loss: 0.258, Acc: 0.983, Base Lr: 6.18e-04
2024-05-01 14:56:48 transreid.train INFO: Epoch[38] Iter[40/243] Loss: 0.259, Acc: 0.985, Base Lr: 6.18e-04
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2024-05-01 14:57:32 transreid.train INFO: Epoch[38] Iter[200/243] Loss: 0.206, Acc: 0.989, Base Lr: 6.18e-04
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2024-05-01 14:57:41 transreid.train INFO: Epoch 38 done. Time per epoch: 64.686[s] Speed: 463.0[samples/s]
2024-05-01 14:57:47 transreid.train INFO: Epoch[39] Iter[20/243] Loss: 0.271, Acc: 0.984, Base Lr: 6.09e-04
2024-05-01 14:57:53 transreid.train INFO: Epoch[39] Iter[40/243] Loss: 0.244, Acc: 0.988, Base Lr: 6.09e-04
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2024-05-01 14:58:20 transreid.train INFO: Epoch[39] Iter[140/243] Loss: 0.218, Acc: 0.989, Base Lr: 6.09e-04
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2024-05-01 14:58:30 transreid.train INFO: Epoch[39] Iter[180/243] Loss: 0.209, Acc: 0.990, Base Lr: 6.09e-04
2024-05-01 14:58:36 transreid.train INFO: Epoch[39] Iter[200/243] Loss: 0.202, Acc: 0.990, Base Lr: 6.09e-04
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2024-05-01 14:58:45 transreid.train INFO: Epoch 39 done. Time per epoch: 63.952[s] Speed: 466.4[samples/s]
2024-05-01 14:58:51 transreid.train INFO: Epoch[40] Iter[20/243] Loss: 0.241, Acc: 0.989, Base Lr: 6.00e-04
2024-05-01 14:58:56 transreid.train INFO: Epoch[40] Iter[40/243] Loss: 0.237, Acc: 0.991, Base Lr: 6.00e-04
2024-05-01 14:59:02 transreid.train INFO: Epoch[40] Iter[60/243] Loss: 0.229, Acc: 0.990, Base Lr: 6.00e-04
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2024-05-01 14:59:13 transreid.train INFO: Epoch[40] Iter[100/243] Loss: 0.219, Acc: 0.990, Base Lr: 6.00e-04
2024-05-01 14:59:18 transreid.train INFO: Epoch[40] Iter[120/243] Loss: 0.209, Acc: 0.990, Base Lr: 6.00e-04
2024-05-01 14:59:24 transreid.train INFO: Epoch[40] Iter[140/243] Loss: 0.203, Acc: 0.991, Base Lr: 6.00e-04
2024-05-01 14:59:29 transreid.train INFO: Epoch[40] Iter[160/243] Loss: 0.195, Acc: 0.991, Base Lr: 6.00e-04
2024-05-01 14:59:34 transreid.train INFO: Epoch[40] Iter[180/243] Loss: 0.193, Acc: 0.991, Base Lr: 6.00e-04
2024-05-01 14:59:40 transreid.train INFO: Epoch[40] Iter[200/243] Loss: 0.188, Acc: 0.991, Base Lr: 6.00e-04
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2024-05-01 14:59:49 transreid.train INFO: Epoch 40 done. Time per epoch: 64.239[s] Speed: 466.3[samples/s]
2024-05-01 15:03:14 transreid.train INFO: Validation Results - Epoch: 40
2024-05-01 15:03:14 transreid.train INFO: mAP: 69.6%
2024-05-01 15:03:14 transreid.train INFO: CMC curve, Rank-1  :86.7%
2024-05-01 15:03:14 transreid.train INFO: CMC curve, Rank-5  :93.3%
2024-05-01 15:03:14 transreid.train INFO: CMC curve, Rank-10 :94.9%
2024-05-01 15:03:21 transreid.train INFO: Epoch[41] Iter[20/243] Loss: 0.210, Acc: 0.988, Base Lr: 5.91e-04
2024-05-01 15:03:26 transreid.train INFO: Epoch[41] Iter[40/243] Loss: 0.223, Acc: 0.987, Base Lr: 5.91e-04
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2024-05-01 15:03:37 transreid.train INFO: Epoch[41] Iter[80/243] Loss: 0.215, Acc: 0.989, Base Lr: 5.91e-04
2024-05-01 15:03:43 transreid.train INFO: Epoch[41] Iter[100/243] Loss: 0.211, Acc: 0.989, Base Lr: 5.91e-04
2024-05-01 15:03:48 transreid.train INFO: Epoch[41] Iter[120/243] Loss: 0.201, Acc: 0.990, Base Lr: 5.91e-04
2024-05-01 15:03:53 transreid.train INFO: Epoch[41] Iter[140/243] Loss: 0.200, Acc: 0.990, Base Lr: 5.91e-04
2024-05-01 15:03:59 transreid.train INFO: Epoch[41] Iter[160/243] Loss: 0.192, Acc: 0.990, Base Lr: 5.91e-04
2024-05-01 15:04:04 transreid.train INFO: Epoch[41] Iter[180/243] Loss: 0.185, Acc: 0.990, Base Lr: 5.91e-04
2024-05-01 15:04:10 transreid.train INFO: Epoch[41] Iter[200/243] Loss: 0.181, Acc: 0.991, Base Lr: 5.91e-04
2024-05-01 15:04:15 transreid.train INFO: Epoch[41] Iter[220/243] Loss: 0.175, Acc: 0.991, Base Lr: 5.91e-04
2024-05-01 15:04:19 transreid.train INFO: Epoch 41 done. Time per epoch: 64.611[s] Speed: 461.6[samples/s]
2024-05-01 15:04:26 transreid.train INFO: Epoch[42] Iter[20/243] Loss: 0.236, Acc: 0.984, Base Lr: 5.82e-04
2024-05-01 15:04:31 transreid.train INFO: Epoch[42] Iter[40/243] Loss: 0.220, Acc: 0.987, Base Lr: 5.82e-04
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2024-05-01 15:04:42 transreid.train INFO: Epoch[42] Iter[80/243] Loss: 0.204, Acc: 0.989, Base Lr: 5.82e-04
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2024-05-01 15:04:59 transreid.train INFO: Epoch[42] Iter[140/243] Loss: 0.189, Acc: 0.990, Base Lr: 5.82e-04
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2024-05-01 15:05:10 transreid.train INFO: Epoch[42] Iter[180/243] Loss: 0.180, Acc: 0.991, Base Lr: 5.82e-04
2024-05-01 15:05:15 transreid.train INFO: Epoch[42] Iter[200/243] Loss: 0.176, Acc: 0.991, Base Lr: 5.82e-04
2024-05-01 15:05:21 transreid.train INFO: Epoch[42] Iter[220/243] Loss: 0.171, Acc: 0.991, Base Lr: 5.82e-04
2024-05-01 15:05:25 transreid.train INFO: Epoch 42 done. Time per epoch: 65.979[s] Speed: 454.0[samples/s]
2024-05-01 15:05:32 transreid.train INFO: Epoch[43] Iter[20/243] Loss: 0.195, Acc: 0.989, Base Lr: 5.73e-04
2024-05-01 15:05:38 transreid.train INFO: Epoch[43] Iter[40/243] Loss: 0.196, Acc: 0.989, Base Lr: 5.73e-04
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2024-05-01 15:06:05 transreid.train INFO: Epoch[43] Iter[140/243] Loss: 0.176, Acc: 0.991, Base Lr: 5.73e-04
2024-05-01 15:06:10 transreid.train INFO: Epoch[43] Iter[160/243] Loss: 0.173, Acc: 0.991, Base Lr: 5.73e-04
2024-05-01 15:06:16 transreid.train INFO: Epoch[43] Iter[180/243] Loss: 0.170, Acc: 0.991, Base Lr: 5.73e-04
2024-05-01 15:06:21 transreid.train INFO: Epoch[43] Iter[200/243] Loss: 0.167, Acc: 0.991, Base Lr: 5.73e-04
2024-05-01 15:06:27 transreid.train INFO: Epoch[43] Iter[220/243] Loss: 0.163, Acc: 0.991, Base Lr: 5.73e-04
2024-05-01 15:06:31 transreid.train INFO: Epoch 43 done. Time per epoch: 66.128[s] Speed: 454.9[samples/s]
2024-05-01 15:06:38 transreid.train INFO: Epoch[44] Iter[20/243] Loss: 0.232, Acc: 0.986, Base Lr: 5.63e-04
2024-05-01 15:06:44 transreid.train INFO: Epoch[44] Iter[40/243] Loss: 0.220, Acc: 0.988, Base Lr: 5.63e-04
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2024-05-01 15:07:27 transreid.train INFO: Epoch[44] Iter[200/243] Loss: 0.171, Acc: 0.991, Base Lr: 5.63e-04
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2024-05-01 15:07:37 transreid.train INFO: Epoch 44 done. Time per epoch: 65.645[s] Speed: 454.3[samples/s]
2024-05-01 15:07:44 transreid.train INFO: Epoch[45] Iter[20/243] Loss: 0.204, Acc: 0.988, Base Lr: 5.54e-04
2024-05-01 15:07:49 transreid.train INFO: Epoch[45] Iter[40/243] Loss: 0.197, Acc: 0.989, Base Lr: 5.54e-04
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2024-05-01 15:08:33 transreid.train INFO: Epoch[45] Iter[200/243] Loss: 0.159, Acc: 0.992, Base Lr: 5.54e-04
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2024-05-01 15:08:43 transreid.train INFO: Epoch 45 done. Time per epoch: 65.832[s] Speed: 453.0[samples/s]
2024-05-01 15:08:50 transreid.train INFO: Epoch[46] Iter[20/243] Loss: 0.206, Acc: 0.991, Base Lr: 5.44e-04
2024-05-01 15:08:55 transreid.train INFO: Epoch[46] Iter[40/243] Loss: 0.197, Acc: 0.988, Base Lr: 5.44e-04
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2024-05-01 15:09:49 transreid.train INFO: Epoch 46 done. Time per epoch: 66.205[s] Speed: 452.4[samples/s]
2024-05-01 15:09:56 transreid.train INFO: Epoch[47] Iter[20/243] Loss: 0.192, Acc: 0.992, Base Lr: 5.34e-04
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2024-05-01 15:10:55 transreid.train INFO: Epoch 47 done. Time per epoch: 65.891[s] Speed: 452.6[samples/s]
2024-05-01 15:11:02 transreid.train INFO: Epoch[48] Iter[20/243] Loss: 0.159, Acc: 0.993, Base Lr: 5.24e-04
2024-05-01 15:11:07 transreid.train INFO: Epoch[48] Iter[40/243] Loss: 0.162, Acc: 0.992, Base Lr: 5.24e-04
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2024-05-01 15:12:00 transreid.train INFO: Epoch 48 done. Time per epoch: 65.635[s] Speed: 452.4[samples/s]
2024-05-01 15:12:07 transreid.train INFO: Epoch[49] Iter[20/243] Loss: 0.181, Acc: 0.990, Base Lr: 5.14e-04
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2024-05-01 15:13:07 transreid.train INFO: Epoch 49 done. Time per epoch: 66.310[s] Speed: 451.7[samples/s]
2024-05-01 15:13:14 transreid.train INFO: Epoch[50] Iter[20/243] Loss: 0.155, Acc: 0.991, Base Lr: 5.04e-04
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2024-05-01 15:14:13 transreid.train INFO: Epoch 50 done. Time per epoch: 66.044[s] Speed: 451.6[samples/s]
2024-05-01 15:14:20 transreid.train INFO: Epoch[51] Iter[20/243] Loss: 0.161, Acc: 0.991, Base Lr: 4.94e-04
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2024-05-01 15:15:19 transreid.train INFO: Epoch 51 done. Time per epoch: 66.334[s] Speed: 451.5[samples/s]
2024-05-01 15:15:26 transreid.train INFO: Epoch[52] Iter[20/243] Loss: 0.154, Acc: 0.990, Base Lr: 4.84e-04
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2024-05-01 15:16:25 transreid.train INFO: Epoch 52 done. Time per epoch: 65.698[s] Speed: 454.0[samples/s]
2024-05-01 15:16:32 transreid.train INFO: Epoch[53] Iter[20/243] Loss: 0.157, Acc: 0.993, Base Lr: 4.74e-04
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2024-05-01 15:17:31 transreid.train INFO: Epoch 53 done. Time per epoch: 66.341[s] Speed: 451.5[samples/s]
2024-05-01 15:17:38 transreid.train INFO: Epoch[54] Iter[20/243] Loss: 0.139, Acc: 0.995, Base Lr: 4.63e-04
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2024-05-01 15:18:37 transreid.train INFO: Epoch 54 done. Time per epoch: 65.811[s] Speed: 453.2[samples/s]
2024-05-01 15:18:44 transreid.train INFO: Epoch[55] Iter[20/243] Loss: 0.133, Acc: 0.995, Base Lr: 4.53e-04
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2024-05-01 15:19:43 transreid.train INFO: Epoch 55 done. Time per epoch: 65.576[s] Speed: 454.8[samples/s]
2024-05-01 15:19:49 transreid.train INFO: Epoch[56] Iter[20/243] Loss: 0.165, Acc: 0.988, Base Lr: 4.43e-04
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2024-05-01 15:20:49 transreid.train INFO: Epoch 56 done. Time per epoch: 66.207[s] Speed: 452.4[samples/s]
2024-05-01 15:20:56 transreid.train INFO: Epoch[57] Iter[20/243] Loss: 0.147, Acc: 0.991, Base Lr: 4.32e-04
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2024-05-01 15:21:54 transreid.train INFO: Epoch 57 done. Time per epoch: 65.204[s] Speed: 457.4[samples/s]
2024-05-01 15:22:01 transreid.train INFO: Epoch[58] Iter[20/243] Loss: 0.122, Acc: 0.995, Base Lr: 4.22e-04
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2024-05-01 15:23:00 transreid.train INFO: Epoch 58 done. Time per epoch: 65.597[s] Speed: 458.6[samples/s]
2024-05-01 15:23:07 transreid.train INFO: Epoch[59] Iter[20/243] Loss: 0.122, Acc: 0.995, Base Lr: 4.11e-04
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2024-05-01 15:24:06 transreid.train INFO: Epoch 59 done. Time per epoch: 66.164[s] Speed: 454.6[samples/s]
2024-05-01 15:24:13 transreid.train INFO: Epoch[60] Iter[20/243] Loss: 0.113, Acc: 0.995, Base Lr: 4.01e-04
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2024-05-01 15:25:12 transreid.train INFO: Epoch 60 done. Time per epoch: 65.790[s] Speed: 453.3[samples/s]
2024-05-01 15:25:18 transreid.train INFO: Epoch[61] Iter[20/243] Loss: 0.132, Acc: 0.992, Base Lr: 3.90e-04
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2024-05-01 15:26:17 transreid.train INFO: Epoch 61 done. Time per epoch: 65.708[s] Speed: 453.9[samples/s]
2024-05-01 15:26:24 transreid.train INFO: Epoch[62] Iter[20/243] Loss: 0.131, Acc: 0.992, Base Lr: 3.80e-04
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2024-05-01 15:27:30 transreid.train INFO: Epoch[63] Iter[20/243] Loss: 0.129, Acc: 0.993, Base Lr: 3.69e-04
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2024-05-01 15:28:28 transreid.train INFO: Epoch 63 done. Time per epoch: 65.327[s] Speed: 456.5[samples/s]
2024-05-01 15:28:35 transreid.train INFO: Epoch[64] Iter[20/243] Loss: 0.099, Acc: 0.996, Base Lr: 3.59e-04
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2024-05-01 15:29:34 transreid.train INFO: Epoch 64 done. Time per epoch: 65.789[s] Speed: 455.3[samples/s]
2024-05-01 15:29:41 transreid.train INFO: Epoch[65] Iter[20/243] Loss: 0.100, Acc: 0.995, Base Lr: 3.49e-04
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2024-05-01 15:30:39 transreid.train INFO: Epoch 65 done. Time per epoch: 64.623[s] Speed: 463.5[samples/s]
2024-05-01 15:30:45 transreid.train INFO: Epoch[66] Iter[20/243] Loss: 0.108, Acc: 0.996, Base Lr: 3.38e-04
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2024-05-01 15:31:44 transreid.train INFO: Epoch 66 done. Time per epoch: 65.788[s] Speed: 455.3[samples/s]
2024-05-01 15:31:51 transreid.train INFO: Epoch[67] Iter[20/243] Loss: 0.100, Acc: 0.995, Base Lr: 3.28e-04
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2024-05-01 15:32:50 transreid.train INFO: Epoch 67 done. Time per epoch: 66.046[s] Speed: 453.5[samples/s]
2024-05-01 15:32:57 transreid.train INFO: Epoch[68] Iter[20/243] Loss: 0.113, Acc: 0.994, Base Lr: 3.18e-04
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2024-05-01 15:33:56 transreid.train INFO: Epoch 68 done. Time per epoch: 65.402[s] Speed: 456.0[samples/s]
2024-05-01 15:34:03 transreid.train INFO: Epoch[69] Iter[20/243] Loss: 0.110, Acc: 0.994, Base Lr: 3.08e-04
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2024-05-01 15:35:02 transreid.train INFO: Epoch 69 done. Time per epoch: 65.894[s] Speed: 454.5[samples/s]
2024-05-01 15:35:08 transreid.train INFO: Epoch[70] Iter[20/243] Loss: 0.081, Acc: 0.996, Base Lr: 2.97e-04
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2024-05-01 15:36:07 transreid.train INFO: Epoch 70 done. Time per epoch: 65.084[s] Speed: 458.2[samples/s]
2024-05-01 15:36:14 transreid.train INFO: Epoch[71] Iter[20/243] Loss: 0.098, Acc: 0.996, Base Lr: 2.87e-04
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2024-05-01 15:37:13 transreid.train INFO: Epoch 71 done. Time per epoch: 66.261[s] Speed: 454.0[samples/s]
2024-05-01 15:37:20 transreid.train INFO: Epoch[72] Iter[20/243] Loss: 0.093, Acc: 0.996, Base Lr: 2.77e-04
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2024-05-01 15:38:19 transreid.train INFO: Epoch 72 done. Time per epoch: 65.440[s] Speed: 457.7[samples/s]
2024-05-01 15:38:25 transreid.train INFO: Epoch[73] Iter[20/243] Loss: 0.100, Acc: 0.995, Base Lr: 2.68e-04
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2024-05-01 15:39:25 transreid.train INFO: Epoch 73 done. Time per epoch: 66.014[s] Speed: 455.7[samples/s]
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2024-05-01 15:40:29 transreid.train INFO: Epoch 74 done. Time per epoch: 64.596[s] Speed: 459.7[samples/s]
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2024-05-01 15:41:35 transreid.train INFO: Epoch 75 done. Time per epoch: 65.587[s] Speed: 454.7[samples/s]
2024-05-01 15:41:42 transreid.train INFO: Epoch[76] Iter[20/243] Loss: 0.078, Acc: 0.996, Base Lr: 2.38e-04
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2024-05-01 15:42:41 transreid.train INFO: Epoch 76 done. Time per epoch: 65.832[s] Speed: 455.0[samples/s]
2024-05-01 15:42:47 transreid.train INFO: Epoch[77] Iter[20/243] Loss: 0.086, Acc: 0.996, Base Lr: 2.29e-04
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2024-05-01 15:43:04 transreid.train INFO: Epoch[77] Iter[80/243] Loss: 0.074, Acc: 0.996, Base Lr: 2.29e-04
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2024-05-01 15:43:46 transreid.train INFO: Epoch 77 done. Time per epoch: 65.561[s] Speed: 456.9[samples/s]
2024-05-01 15:43:53 transreid.train INFO: Epoch[78] Iter[20/243] Loss: 0.080, Acc: 0.997, Base Lr: 2.20e-04
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2024-05-01 15:44:52 transreid.train INFO: Epoch 78 done. Time per epoch: 65.612[s] Speed: 456.5[samples/s]
2024-05-01 15:44:59 transreid.train INFO: Epoch[79] Iter[20/243] Loss: 0.089, Acc: 0.996, Base Lr: 2.10e-04
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2024-05-01 15:45:57 transreid.train INFO: Epoch 79 done. Time per epoch: 65.649[s] Speed: 454.3[samples/s]
2024-05-01 15:46:04 transreid.train INFO: Epoch[80] Iter[20/243] Loss: 0.084, Acc: 0.996, Base Lr: 2.01e-04
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2024-05-01 15:46:32 transreid.train INFO: Epoch[80] Iter[120/243] Loss: 0.077, Acc: 0.996, Base Lr: 2.01e-04
2024-05-01 15:46:37 transreid.train INFO: Epoch[80] Iter[140/243] Loss: 0.077, Acc: 0.996, Base Lr: 2.01e-04
2024-05-01 15:46:43 transreid.train INFO: Epoch[80] Iter[160/243] Loss: 0.075, Acc: 0.996, Base Lr: 2.01e-04
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2024-05-01 15:46:53 transreid.train INFO: Epoch[80] Iter[200/243] Loss: 0.072, Acc: 0.996, Base Lr: 2.01e-04
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2024-05-01 15:47:03 transreid.train INFO: Epoch 80 done. Time per epoch: 65.351[s] Speed: 456.4[samples/s]
2024-05-01 15:50:32 transreid.train INFO: Validation Results - Epoch: 80
2024-05-01 15:50:32 transreid.train INFO: mAP: 73.5%
2024-05-01 15:50:32 transreid.train INFO: CMC curve, Rank-1  :88.9%
2024-05-01 15:50:32 transreid.train INFO: CMC curve, Rank-5  :94.6%
2024-05-01 15:50:32 transreid.train INFO: CMC curve, Rank-10 :95.9%
2024-05-01 15:50:39 transreid.train INFO: Epoch[81] Iter[20/243] Loss: 0.082, Acc: 0.997, Base Lr: 1.92e-04
2024-05-01 15:50:45 transreid.train INFO: Epoch[81] Iter[40/243] Loss: 0.077, Acc: 0.996, Base Lr: 1.92e-04
2024-05-01 15:50:50 transreid.train INFO: Epoch[81] Iter[60/243] Loss: 0.073, Acc: 0.997, Base Lr: 1.92e-04
2024-05-01 15:50:55 transreid.train INFO: Epoch[81] Iter[80/243] Loss: 0.071, Acc: 0.997, Base Lr: 1.92e-04
2024-05-01 15:51:01 transreid.train INFO: Epoch[81] Iter[100/243] Loss: 0.070, Acc: 0.997, Base Lr: 1.92e-04
2024-05-01 15:51:06 transreid.train INFO: Epoch[81] Iter[120/243] Loss: 0.072, Acc: 0.997, Base Lr: 1.92e-04
2024-05-01 15:51:12 transreid.train INFO: Epoch[81] Iter[140/243] Loss: 0.070, Acc: 0.997, Base Lr: 1.92e-04
2024-05-01 15:51:17 transreid.train INFO: Epoch[81] Iter[160/243] Loss: 0.071, Acc: 0.997, Base Lr: 1.92e-04
2024-05-01 15:51:23 transreid.train INFO: Epoch[81] Iter[180/243] Loss: 0.071, Acc: 0.997, Base Lr: 1.92e-04
2024-05-01 15:51:28 transreid.train INFO: Epoch[81] Iter[200/243] Loss: 0.068, Acc: 0.997, Base Lr: 1.92e-04
2024-05-01 15:51:34 transreid.train INFO: Epoch[81] Iter[220/243] Loss: 0.069, Acc: 0.996, Base Lr: 1.92e-04
2024-05-01 15:51:38 transreid.train INFO: Epoch 81 done. Time per epoch: 65.779[s] Speed: 455.3[samples/s]
2024-05-01 15:51:45 transreid.train INFO: Epoch[82] Iter[20/243] Loss: 0.076, Acc: 0.998, Base Lr: 1.83e-04
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2024-05-01 15:52:35 transreid.train INFO: Epoch[82] Iter[200/243] Loss: 0.066, Acc: 0.996, Base Lr: 1.83e-04
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2024-05-01 15:52:45 transreid.train INFO: Epoch 82 done. Time per epoch: 66.835[s] Speed: 448.1[samples/s]
2024-05-01 15:52:52 transreid.train INFO: Epoch[83] Iter[20/243] Loss: 0.079, Acc: 0.996, Base Lr: 1.75e-04
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2024-05-01 15:53:52 transreid.train INFO: Epoch 83 done. Time per epoch: 66.613[s] Speed: 449.6[samples/s]
2024-05-01 15:53:59 transreid.train INFO: Epoch[84] Iter[20/243] Loss: 0.066, Acc: 0.998, Base Lr: 1.66e-04
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2024-05-01 15:54:58 transreid.train INFO: Epoch 84 done. Time per epoch: 66.691[s] Speed: 447.2[samples/s]
2024-05-01 15:55:06 transreid.train INFO: Epoch[85] Iter[20/243] Loss: 0.085, Acc: 0.995, Base Lr: 1.58e-04
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2024-05-01 15:55:55 transreid.train INFO: Epoch[85] Iter[200/243] Loss: 0.064, Acc: 0.997, Base Lr: 1.58e-04
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2024-05-01 15:56:05 transreid.train INFO: Epoch 85 done. Time per epoch: 66.175[s] Speed: 450.7[samples/s]
2024-05-01 15:56:12 transreid.train INFO: Epoch[86] Iter[20/243] Loss: 0.080, Acc: 0.996, Base Lr: 1.50e-04
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2024-05-01 15:57:11 transreid.train INFO: Epoch 86 done. Time per epoch: 66.603[s] Speed: 451.6[samples/s]
2024-05-01 15:57:18 transreid.train INFO: Epoch[87] Iter[20/243] Loss: 0.079, Acc: 0.993, Base Lr: 1.42e-04
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2024-05-01 16:00:31 transreid.train INFO: Epoch 89 done. Time per epoch: 66.673[s] Speed: 447.3[samples/s]
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2024-05-01 16:01:37 transreid.train INFO: Epoch 90 done. Time per epoch: 66.637[s] Speed: 449.5[samples/s]
2024-05-01 16:01:44 transreid.train INFO: Epoch[91] Iter[20/243] Loss: 0.070, Acc: 0.995, Base Lr: 1.11e-04
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2024-05-01 16:02:44 transreid.train INFO: Epoch 91 done. Time per epoch: 66.910[s] Speed: 447.6[samples/s]
2024-05-01 16:02:51 transreid.train INFO: Epoch[92] Iter[20/243] Loss: 0.062, Acc: 0.998, Base Lr: 1.04e-04
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2024-05-01 16:03:51 transreid.train INFO: Epoch 92 done. Time per epoch: 66.820[s] Speed: 446.3[samples/s]
2024-05-01 16:03:58 transreid.train INFO: Epoch[93] Iter[20/243] Loss: 0.068, Acc: 0.997, Base Lr: 9.72e-05
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2024-05-01 16:04:57 transreid.train INFO: Epoch 93 done. Time per epoch: 66.280[s] Speed: 450.0[samples/s]
2024-05-01 16:05:04 transreid.train INFO: Epoch[94] Iter[20/243] Loss: 0.060, Acc: 0.996, Base Lr: 9.06e-05
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2024-05-01 16:06:04 transreid.train INFO: Epoch 94 done. Time per epoch: 67.130[s] Speed: 444.3[samples/s]
2024-05-01 16:06:12 transreid.train INFO: Epoch[95] Iter[20/243] Loss: 0.073, Acc: 0.997, Base Lr: 8.41e-05
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2024-05-01 16:07:11 transreid.train INFO: Epoch 95 done. Time per epoch: 67.091[s] Speed: 446.4[samples/s]
2024-05-01 16:07:19 transreid.train INFO: Epoch[96] Iter[20/243] Loss: 0.063, Acc: 0.996, Base Lr: 7.78e-05
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2024-05-01 16:08:18 transreid.train INFO: Epoch 96 done. Time per epoch: 66.867[s] Speed: 447.9[samples/s]
2024-05-01 16:08:26 transreid.train INFO: Epoch[97] Iter[20/243] Loss: 0.062, Acc: 0.998, Base Lr: 7.18e-05
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2024-05-01 16:09:25 transreid.train INFO: Epoch 97 done. Time per epoch: 66.273[s] Speed: 451.9[samples/s]
2024-05-01 16:09:32 transreid.train INFO: Epoch[98] Iter[20/243] Loss: 0.068, Acc: 0.997, Base Lr: 6.60e-05
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2024-05-01 16:10:31 transreid.train INFO: Epoch 98 done. Time per epoch: 66.357[s] Speed: 449.5[samples/s]
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2024-05-01 16:11:37 transreid.train INFO: Epoch 99 done. Time per epoch: 66.551[s] Speed: 450.1[samples/s]
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2024-05-01 16:12:51 transreid.train INFO: Epoch[101] Iter[20/243] Loss: 0.071, Acc: 0.998, Base Lr: 5.00e-05
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2024-05-01 16:15:04 transreid.train INFO: Epoch[103] Iter[20/243] Loss: 0.072, Acc: 0.996, Base Lr: 4.05e-05
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2024-05-01 16:16:11 transreid.train INFO: Epoch[104] Iter[20/243] Loss: 0.077, Acc: 0.998, Base Lr: 3.61e-05
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2024-05-01 16:17:10 transreid.train INFO: Epoch 104 done. Time per epoch: 66.599[s] Speed: 449.7[samples/s]
2024-05-01 16:17:17 transreid.train INFO: Epoch[105] Iter[20/243] Loss: 0.064, Acc: 0.998, Base Lr: 3.20e-05
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2024-05-01 16:18:17 transreid.train INFO: Epoch 105 done. Time per epoch: 66.690[s] Speed: 449.1[samples/s]
2024-05-01 16:18:24 transreid.train INFO: Epoch[106] Iter[20/243] Loss: 0.070, Acc: 0.995, Base Lr: 2.81e-05
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2024-05-01 16:19:23 transreid.train INFO: Epoch 106 done. Time per epoch: 66.715[s] Speed: 449.0[samples/s]
2024-05-01 16:19:30 transreid.train INFO: Epoch[107] Iter[20/243] Loss: 0.067, Acc: 0.996, Base Lr: 2.45e-05
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2024-05-01 16:20:30 transreid.train INFO: Epoch 107 done. Time per epoch: 66.270[s] Speed: 450.0[samples/s]
2024-05-01 16:20:37 transreid.train INFO: Epoch[108] Iter[20/243] Loss: 0.080, Acc: 0.997, Base Lr: 2.11e-05
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2024-05-01 16:21:36 transreid.train INFO: Epoch 108 done. Time per epoch: 66.832[s] Speed: 448.2[samples/s]
2024-05-01 16:21:44 transreid.train INFO: Epoch[109] Iter[20/243] Loss: 0.064, Acc: 0.998, Base Lr: 1.80e-05
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2024-05-01 16:22:43 transreid.train INFO: Epoch 109 done. Time per epoch: 66.908[s] Speed: 447.7[samples/s]
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2024-05-01 16:23:50 transreid.train INFO: Epoch 110 done. Time per epoch: 66.480[s] Speed: 450.5[samples/s]
2024-05-01 16:23:57 transreid.train INFO: Epoch[111] Iter[20/243] Loss: 0.065, Acc: 0.996, Base Lr: 1.26e-05
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2024-05-01 16:24:57 transreid.train INFO: Epoch 111 done. Time per epoch: 67.013[s] Speed: 448.9[samples/s]
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2024-05-01 16:26:04 transreid.train INFO: Epoch 112 done. Time per epoch: 66.863[s] Speed: 448.0[samples/s]
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2024-05-01 16:27:11 transreid.train INFO: Epoch 113 done. Time per epoch: 66.887[s] Speed: 447.8[samples/s]
2024-05-01 16:27:18 transreid.train INFO: Epoch[114] Iter[20/243] Loss: 0.049, Acc: 0.999, Base Lr: 6.51e-06
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2024-05-01 16:28:17 transreid.train INFO: Epoch 114 done. Time per epoch: 66.109[s] Speed: 451.1[samples/s]
2024-05-01 16:28:24 transreid.train INFO: Epoch[115] Iter[20/243] Loss: 0.072, Acc: 0.996, Base Lr: 5.02e-06
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2024-05-01 16:29:23 transreid.train INFO: Epoch 115 done. Time per epoch: 66.530[s] Speed: 450.2[samples/s]
2024-05-01 16:29:30 transreid.train INFO: Epoch[116] Iter[20/243] Loss: 0.060, Acc: 0.998, Base Lr: 3.79e-06
2024-05-01 16:29:36 transreid.train INFO: Epoch[116] Iter[40/243] Loss: 0.061, Acc: 0.997, Base Lr: 3.79e-06
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2024-05-01 16:29:58 transreid.train INFO: Epoch[116] Iter[120/243] Loss: 0.059, Acc: 0.997, Base Lr: 3.79e-06
2024-05-01 16:30:03 transreid.train INFO: Epoch[116] Iter[140/243] Loss: 0.058, Acc: 0.997, Base Lr: 3.79e-06
2024-05-01 16:30:09 transreid.train INFO: Epoch[116] Iter[160/243] Loss: 0.057, Acc: 0.997, Base Lr: 3.79e-06
2024-05-01 16:30:14 transreid.train INFO: Epoch[116] Iter[180/243] Loss: 0.055, Acc: 0.997, Base Lr: 3.79e-06
2024-05-01 16:30:20 transreid.train INFO: Epoch[116] Iter[200/243] Loss: 0.054, Acc: 0.997, Base Lr: 3.79e-06
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2024-05-01 16:30:30 transreid.train INFO: Epoch 116 done. Time per epoch: 66.734[s] Speed: 450.7[samples/s]
2024-05-01 16:30:37 transreid.train INFO: Epoch[117] Iter[20/243] Loss: 0.085, Acc: 0.996, Base Lr: 2.83e-06
2024-05-01 16:30:43 transreid.train INFO: Epoch[117] Iter[40/243] Loss: 0.070, Acc: 0.998, Base Lr: 2.83e-06
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2024-05-01 16:31:04 transreid.train INFO: Epoch[117] Iter[120/243] Loss: 0.062, Acc: 0.998, Base Lr: 2.83e-06
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2024-05-01 16:31:15 transreid.train INFO: Epoch[117] Iter[160/243] Loss: 0.058, Acc: 0.998, Base Lr: 2.83e-06
2024-05-01 16:31:20 transreid.train INFO: Epoch[117] Iter[180/243] Loss: 0.057, Acc: 0.998, Base Lr: 2.83e-06
2024-05-01 16:31:26 transreid.train INFO: Epoch[117] Iter[200/243] Loss: 0.056, Acc: 0.998, Base Lr: 2.83e-06
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2024-05-01 16:31:36 transreid.train INFO: Epoch 117 done. Time per epoch: 66.206[s] Speed: 452.4[samples/s]
2024-05-01 16:31:43 transreid.train INFO: Epoch[118] Iter[20/243] Loss: 0.068, Acc: 0.995, Base Lr: 2.15e-06
2024-05-01 16:31:49 transreid.train INFO: Epoch[118] Iter[40/243] Loss: 0.066, Acc: 0.996, Base Lr: 2.15e-06
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2024-05-01 16:32:00 transreid.train INFO: Epoch[118] Iter[80/243] Loss: 0.064, Acc: 0.996, Base Lr: 2.15e-06
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2024-05-01 16:32:22 transreid.train INFO: Epoch[118] Iter[160/243] Loss: 0.059, Acc: 0.997, Base Lr: 2.15e-06
2024-05-01 16:32:27 transreid.train INFO: Epoch[118] Iter[180/243] Loss: 0.056, Acc: 0.997, Base Lr: 2.15e-06
2024-05-01 16:32:33 transreid.train INFO: Epoch[118] Iter[200/243] Loss: 0.055, Acc: 0.997, Base Lr: 2.15e-06
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2024-05-01 16:32:43 transreid.train INFO: Epoch 118 done. Time per epoch: 66.972[s] Speed: 445.3[samples/s]
2024-05-01 16:32:50 transreid.train INFO: Epoch[119] Iter[20/243] Loss: 0.054, Acc: 0.999, Base Lr: 1.74e-06
2024-05-01 16:32:56 transreid.train INFO: Epoch[119] Iter[40/243] Loss: 0.060, Acc: 0.998, Base Lr: 1.74e-06
2024-05-01 16:33:01 transreid.train INFO: Epoch[119] Iter[60/243] Loss: 0.064, Acc: 0.998, Base Lr: 1.74e-06
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2024-05-01 16:33:23 transreid.train INFO: Epoch[119] Iter[140/243] Loss: 0.058, Acc: 0.997, Base Lr: 1.74e-06
2024-05-01 16:33:29 transreid.train INFO: Epoch[119] Iter[160/243] Loss: 0.058, Acc: 0.997, Base Lr: 1.74e-06
2024-05-01 16:33:34 transreid.train INFO: Epoch[119] Iter[180/243] Loss: 0.056, Acc: 0.998, Base Lr: 1.74e-06
2024-05-01 16:33:40 transreid.train INFO: Epoch[119] Iter[200/243] Loss: 0.054, Acc: 0.998, Base Lr: 1.74e-06
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2024-05-01 16:33:50 transreid.train INFO: Epoch 119 done. Time per epoch: 67.147[s] Speed: 446.1[samples/s]
2024-05-01 16:33:57 transreid.train INFO: Epoch[120] Iter[20/243] Loss: 0.068, Acc: 0.995, Base Lr: 1.60e-06
2024-05-01 16:34:03 transreid.train INFO: Epoch[120] Iter[40/243] Loss: 0.069, Acc: 0.995, Base Lr: 1.60e-06
2024-05-01 16:34:09 transreid.train INFO: Epoch[120] Iter[60/243] Loss: 0.066, Acc: 0.996, Base Lr: 1.60e-06
2024-05-01 16:34:14 transreid.train INFO: Epoch[120] Iter[80/243] Loss: 0.064, Acc: 0.997, Base Lr: 1.60e-06
2024-05-01 16:34:20 transreid.train INFO: Epoch[120] Iter[100/243] Loss: 0.062, Acc: 0.997, Base Lr: 1.60e-06
2024-05-01 16:34:25 transreid.train INFO: Epoch[120] Iter[120/243] Loss: 0.061, Acc: 0.997, Base Lr: 1.60e-06
2024-05-01 16:34:31 transreid.train INFO: Epoch[120] Iter[140/243] Loss: 0.060, Acc: 0.997, Base Lr: 1.60e-06
2024-05-01 16:34:36 transreid.train INFO: Epoch[120] Iter[160/243] Loss: 0.057, Acc: 0.997, Base Lr: 1.60e-06
2024-05-01 16:34:42 transreid.train INFO: Epoch[120] Iter[180/243] Loss: 0.055, Acc: 0.997, Base Lr: 1.60e-06
2024-05-01 16:34:47 transreid.train INFO: Epoch[120] Iter[200/243] Loss: 0.054, Acc: 0.997, Base Lr: 1.60e-06
2024-05-01 16:34:52 transreid.train INFO: Epoch[120] Iter[220/243] Loss: 0.053, Acc: 0.997, Base Lr: 1.60e-06
2024-05-01 16:34:57 transreid.train INFO: Epoch 120 done. Time per epoch: 66.954[s] Speed: 447.4[samples/s]
2024-05-01 16:38:29 transreid.train INFO: Validation Results - Epoch: 120
2024-05-01 16:38:29 transreid.train INFO: mAP: 74.5%
2024-05-01 16:38:29 transreid.train INFO: CMC curve, Rank-1  :89.3%
2024-05-01 16:38:29 transreid.train INFO: CMC curve, Rank-5  :94.8%
2024-05-01 16:38:29 transreid.train INFO: CMC curve, Rank-10 :96.0%
