2024-04-28 15:10:00 transreid INFO: Saving model in the path :log/bs_exp/ResNet18_IBN_Market1501/256bs_lr0.0016_ep120_warm20_seed0
2024-04-28 15:10:00 transreid INFO: Loaded configuration file configs/market/resnet18_ibn.yml
2024-04-28 15:10:00 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  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: resnet18_ibn
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet18_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/ResNet18_IBN_Market1501/256bs_lr0.0016_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0016
  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: 256
  LARGE_FC_LR: False
  LOG_PERIOD: 5
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-04-28 15:10:01 transreid.check INFO: Dataset statistics:
2024-04-28 15:10:01 transreid.check INFO:   ----------------------------------------
2024-04-28 15:10:01 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-28 15:10:01 transreid.check INFO:   ----------------------------------------
2024-04-28 15:10:01 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-28 15:10:01 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-28 15:10:01 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-28 15:10:01 transreid.check INFO:   ----------------------------------------
2024-04-28 15:10:05 transreid INFO: ===========using cosine learning rate=======
2024-04-28 15:10:05 transreid.train INFO: start training
2024-04-28 15:10:11 transreid.train INFO: Epoch[1] Iter[5/47] Loss: 12.350, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 15:10:11 transreid.train INFO: Epoch[1] Iter[10/47] Loss: 12.437, Acc: 0.000, Base Lr: 9.52e-05
2024-04-28 15:10:12 transreid.train INFO: Epoch[1] Iter[15/47] Loss: 12.336, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 15:10:13 transreid.train INFO: Epoch[1] Iter[20/47] Loss: 12.209, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 15:10:14 transreid.train INFO: Epoch[1] Iter[25/47] Loss: 12.141, Acc: 0.002, Base Lr: 9.52e-05
2024-04-28 15:10:14 transreid.train INFO: Epoch[1] Iter[30/47] Loss: 12.065, Acc: 0.002, Base Lr: 9.52e-05
2024-04-28 15:10:15 transreid.train INFO: Epoch[1] Iter[35/47] Loss: 12.000, Acc: 0.002, Base Lr: 9.52e-05
2024-04-28 15:10:16 transreid.train INFO: Epoch[1] Iter[40/47] Loss: 11.921, Acc: 0.002, Base Lr: 9.52e-05
2024-04-28 15:10:16 transreid.train INFO: Epoch 1 done. Time per epoch: 11.904[s] Speed: 946.2[samples/s]
2024-04-28 15:10:18 transreid.train INFO: Epoch[2] Iter[5/47] Loss: 11.044, Acc: 0.002, Base Lr: 1.74e-04
2024-04-28 15:10:19 transreid.train INFO: Epoch[2] Iter[10/47] Loss: 10.716, Acc: 0.002, Base Lr: 1.74e-04
2024-04-28 15:10:20 transreid.train INFO: Epoch[2] Iter[15/47] Loss: 10.491, Acc: 0.002, Base Lr: 1.74e-04
2024-04-28 15:10:20 transreid.train INFO: Epoch[2] Iter[20/47] Loss: 10.318, Acc: 0.002, Base Lr: 1.74e-04
2024-04-28 15:10:21 transreid.train INFO: Epoch[2] Iter[25/47] Loss: 10.211, Acc: 0.003, Base Lr: 1.74e-04
2024-04-28 15:10:22 transreid.train INFO: Epoch[2] Iter[30/47] Loss: 10.081, Acc: 0.003, Base Lr: 1.74e-04
2024-04-28 15:10:23 transreid.train INFO: Epoch[2] Iter[35/47] Loss: 9.955, Acc: 0.004, Base Lr: 1.74e-04
2024-04-28 15:10:23 transreid.train INFO: Epoch[2] Iter[40/47] Loss: 9.869, Acc: 0.004, Base Lr: 1.74e-04
2024-04-28 15:10:24 transreid.train INFO: Epoch 2 done. Time per epoch: 7.510[s] Speed: 1499.9[samples/s]
2024-04-28 15:10:26 transreid.train INFO: Epoch[3] Iter[5/47] Loss: 9.023, Acc: 0.015, Base Lr: 2.54e-04
2024-04-28 15:10:27 transreid.train INFO: Epoch[3] Iter[10/47] Loss: 8.919, Acc: 0.018, Base Lr: 2.54e-04
2024-04-28 15:10:27 transreid.train INFO: Epoch[3] Iter[15/47] Loss: 8.847, Acc: 0.020, Base Lr: 2.54e-04
2024-04-28 15:10:28 transreid.train INFO: Epoch[3] Iter[20/47] Loss: 8.780, Acc: 0.022, Base Lr: 2.54e-04
2024-04-28 15:10:29 transreid.train INFO: Epoch[3] Iter[25/47] Loss: 8.708, Acc: 0.026, Base Lr: 2.54e-04
2024-04-28 15:10:29 transreid.train INFO: Epoch[3] Iter[30/47] Loss: 8.648, Acc: 0.032, Base Lr: 2.54e-04
2024-04-28 15:10:30 transreid.train INFO: Epoch[3] Iter[35/47] Loss: 8.598, Acc: 0.038, Base Lr: 2.54e-04
2024-04-28 15:10:31 transreid.train INFO: Epoch[3] Iter[40/47] Loss: 8.555, Acc: 0.047, Base Lr: 2.54e-04
2024-04-28 15:10:31 transreid.train INFO: Epoch 3 done. Time per epoch: 7.427[s] Speed: 1516.6[samples/s]
2024-04-28 15:10:33 transreid.train INFO: Epoch[4] Iter[5/47] Loss: 8.047, Acc: 0.065, Base Lr: 3.33e-04
2024-04-28 15:10:34 transreid.train INFO: Epoch[4] Iter[10/47] Loss: 8.000, Acc: 0.087, Base Lr: 3.33e-04
2024-04-28 15:10:35 transreid.train INFO: Epoch[4] Iter[15/47] Loss: 7.964, Acc: 0.098, Base Lr: 3.33e-04
2024-04-28 15:10:35 transreid.train INFO: Epoch[4] Iter[20/47] Loss: 7.919, Acc: 0.110, Base Lr: 3.33e-04
2024-04-28 15:10:36 transreid.train INFO: Epoch[4] Iter[25/47] Loss: 7.878, Acc: 0.121, Base Lr: 3.33e-04
2024-04-28 15:10:37 transreid.train INFO: Epoch[4] Iter[30/47] Loss: 7.868, Acc: 0.136, Base Lr: 3.33e-04
2024-04-28 15:10:38 transreid.train INFO: Epoch[4] Iter[35/47] Loss: 7.841, Acc: 0.149, Base Lr: 3.33e-04
2024-04-28 15:10:38 transreid.train INFO: Epoch[4] Iter[40/47] Loss: 7.816, Acc: 0.174, Base Lr: 3.33e-04
2024-04-28 15:10:39 transreid.train INFO: Epoch 4 done. Time per epoch: 7.517[s] Speed: 1498.5[samples/s]
2024-04-28 15:10:41 transreid.train INFO: Epoch[5] Iter[5/47] Loss: 7.657, Acc: 0.185, Base Lr: 4.12e-04
2024-04-28 15:10:41 transreid.train INFO: Epoch[5] Iter[10/47] Loss: 7.594, Acc: 0.198, Base Lr: 4.12e-04
2024-04-28 15:10:42 transreid.train INFO: Epoch[5] Iter[15/47] Loss: 7.566, Acc: 0.207, Base Lr: 4.12e-04
2024-04-28 15:10:43 transreid.train INFO: Epoch[5] Iter[20/47] Loss: 7.543, Acc: 0.212, Base Lr: 4.12e-04
2024-04-28 15:10:44 transreid.train INFO: Epoch[5] Iter[25/47] Loss: 7.523, Acc: 0.231, Base Lr: 4.12e-04
2024-04-28 15:10:44 transreid.train INFO: Epoch[5] Iter[30/47] Loss: 7.509, Acc: 0.253, Base Lr: 4.12e-04
2024-04-28 15:10:45 transreid.train INFO: Epoch[5] Iter[35/47] Loss: 7.497, Acc: 0.273, Base Lr: 4.12e-04
2024-04-28 15:10:46 transreid.train INFO: Epoch[5] Iter[40/47] Loss: 7.488, Acc: 0.300, Base Lr: 4.12e-04
2024-04-28 15:10:46 transreid.train INFO: Epoch 5 done. Time per epoch: 7.430[s] Speed: 1515.9[samples/s]
2024-04-28 15:10:48 transreid.train INFO: Epoch[6] Iter[5/47] Loss: 7.329, Acc: 0.226, Base Lr: 4.91e-04
2024-04-28 15:10:49 transreid.train INFO: Epoch[6] Iter[10/47] Loss: 7.365, Acc: 0.255, Base Lr: 4.91e-04
2024-04-28 15:10:50 transreid.train INFO: Epoch[6] Iter[15/47] Loss: 7.360, Acc: 0.272, Base Lr: 4.91e-04
2024-04-28 15:10:50 transreid.train INFO: Epoch[6] Iter[20/47] Loss: 7.346, Acc: 0.282, Base Lr: 4.91e-04
2024-04-28 15:10:51 transreid.train INFO: Epoch[6] Iter[25/47] Loss: 7.321, Acc: 0.299, Base Lr: 4.91e-04
2024-04-28 15:10:52 transreid.train INFO: Epoch[6] Iter[30/47] Loss: 7.308, Acc: 0.318, Base Lr: 4.91e-04
2024-04-28 15:10:52 transreid.train INFO: Epoch[6] Iter[35/47] Loss: 7.291, Acc: 0.341, Base Lr: 4.91e-04
2024-04-28 15:10:53 transreid.train INFO: Epoch[6] Iter[40/47] Loss: 7.278, Acc: 0.370, Base Lr: 4.91e-04
2024-04-28 15:10:54 transreid.train INFO: Epoch 6 done. Time per epoch: 7.457[s] Speed: 1510.5[samples/s]
2024-04-28 15:10:56 transreid.train INFO: Epoch[7] Iter[5/47] Loss: 7.169, Acc: 0.280, Base Lr: 5.70e-04
2024-04-28 15:10:56 transreid.train INFO: Epoch[7] Iter[10/47] Loss: 7.181, Acc: 0.286, Base Lr: 5.70e-04
2024-04-28 15:10:57 transreid.train INFO: Epoch[7] Iter[15/47] Loss: 7.209, Acc: 0.282, Base Lr: 5.70e-04
2024-04-28 15:10:58 transreid.train INFO: Epoch[7] Iter[20/47] Loss: 7.202, Acc: 0.303, Base Lr: 5.70e-04
2024-04-28 15:10:59 transreid.train INFO: Epoch[7] Iter[25/47] Loss: 7.181, Acc: 0.319, Base Lr: 5.70e-04
2024-04-28 15:10:59 transreid.train INFO: Epoch[7] Iter[30/47] Loss: 7.175, Acc: 0.342, Base Lr: 5.70e-04
2024-04-28 15:11:00 transreid.train INFO: Epoch[7] Iter[35/47] Loss: 7.160, Acc: 0.364, Base Lr: 5.70e-04
2024-04-28 15:11:01 transreid.train INFO: Epoch[7] Iter[40/47] Loss: 7.148, Acc: 0.394, Base Lr: 5.70e-04
2024-04-28 15:11:01 transreid.train INFO: Epoch 7 done. Time per epoch: 7.561[s] Speed: 1489.7[samples/s]
2024-04-28 15:11:03 transreid.train INFO: Epoch[8] Iter[5/47] Loss: 7.097, Acc: 0.272, Base Lr: 6.50e-04
2024-04-28 15:11:04 transreid.train INFO: Epoch[8] Iter[10/47] Loss: 7.070, Acc: 0.296, Base Lr: 6.50e-04
2024-04-28 15:11:05 transreid.train INFO: Epoch[8] Iter[15/47] Loss: 7.064, Acc: 0.298, Base Lr: 6.50e-04
2024-04-28 15:11:05 transreid.train INFO: Epoch[8] Iter[20/47] Loss: 7.060, Acc: 0.304, Base Lr: 6.50e-04
2024-04-28 15:11:06 transreid.train INFO: Epoch[8] Iter[25/47] Loss: 7.036, Acc: 0.327, Base Lr: 6.50e-04
2024-04-28 15:11:07 transreid.train INFO: Epoch[8] Iter[30/47] Loss: 7.021, Acc: 0.349, Base Lr: 6.50e-04
2024-04-28 15:11:07 transreid.train INFO: Epoch[8] Iter[35/47] Loss: 7.013, Acc: 0.367, Base Lr: 6.50e-04
2024-04-28 15:11:08 transreid.train INFO: Epoch[8] Iter[40/47] Loss: 6.998, Acc: 0.395, Base Lr: 6.50e-04
2024-04-28 15:11:09 transreid.train INFO: Epoch 8 done. Time per epoch: 7.483[s] Speed: 1505.3[samples/s]
2024-04-28 15:11:11 transreid.train INFO: Epoch[9] Iter[5/47] Loss: 7.004, Acc: 0.283, Base Lr: 7.29e-04
2024-04-28 15:11:11 transreid.train INFO: Epoch[9] Iter[10/47] Loss: 6.980, Acc: 0.293, Base Lr: 7.29e-04
2024-04-28 15:11:12 transreid.train INFO: Epoch[9] Iter[15/47] Loss: 6.964, Acc: 0.307, Base Lr: 7.29e-04
2024-04-28 15:11:13 transreid.train INFO: Epoch[9] Iter[20/47] Loss: 6.954, Acc: 0.316, Base Lr: 7.29e-04
2024-04-28 15:11:14 transreid.train INFO: Epoch[9] Iter[25/47] Loss: 6.930, Acc: 0.337, Base Lr: 7.29e-04
2024-04-28 15:11:14 transreid.train INFO: Epoch[9] Iter[30/47] Loss: 6.908, Acc: 0.360, Base Lr: 7.29e-04
2024-04-28 15:11:15 transreid.train INFO: Epoch[9] Iter[35/47] Loss: 6.883, Acc: 0.384, Base Lr: 7.29e-04
2024-04-28 15:11:16 transreid.train INFO: Epoch[9] Iter[40/47] Loss: 6.852, Acc: 0.421, Base Lr: 7.29e-04
2024-04-28 15:11:16 transreid.train INFO: Epoch 9 done. Time per epoch: 7.524[s] Speed: 1497.0[samples/s]
2024-04-28 15:11:18 transreid.train INFO: Epoch[10] Iter[5/47] Loss: 6.854, Acc: 0.275, Base Lr: 8.08e-04
2024-04-28 15:11:19 transreid.train INFO: Epoch[10] Iter[10/47] Loss: 6.820, Acc: 0.296, Base Lr: 8.08e-04
2024-04-28 15:11:20 transreid.train INFO: Epoch[10] Iter[15/47] Loss: 6.830, Acc: 0.303, Base Lr: 8.08e-04
2024-04-28 15:11:20 transreid.train INFO: Epoch[10] Iter[20/47] Loss: 6.803, Acc: 0.314, Base Lr: 8.08e-04
2024-04-28 15:11:21 transreid.train INFO: Epoch[10] Iter[25/47] Loss: 6.784, Acc: 0.331, Base Lr: 8.08e-04
2024-04-28 15:11:22 transreid.train INFO: Epoch[10] Iter[30/47] Loss: 6.770, Acc: 0.356, Base Lr: 8.08e-04
2024-04-28 15:11:22 transreid.train INFO: Epoch[10] Iter[35/47] Loss: 6.738, Acc: 0.380, Base Lr: 8.08e-04
2024-04-28 15:11:23 transreid.train INFO: Epoch[10] Iter[40/47] Loss: 6.706, Acc: 0.413, Base Lr: 8.08e-04
2024-04-28 15:11:24 transreid.train INFO: Epoch 10 done. Time per epoch: 7.467[s] Speed: 1508.5[samples/s]
2024-04-28 15:11:26 transreid.train INFO: Epoch[11] Iter[5/47] Loss: 6.826, Acc: 0.273, Base Lr: 8.87e-04
2024-04-28 15:11:26 transreid.train INFO: Epoch[11] Iter[10/47] Loss: 6.764, Acc: 0.289, Base Lr: 8.87e-04
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2024-04-28 15:11:28 transreid.train INFO: Epoch[11] Iter[25/47] Loss: 6.634, Acc: 0.340, Base Lr: 8.87e-04
2024-04-28 15:11:29 transreid.train INFO: Epoch[11] Iter[30/47] Loss: 6.602, Acc: 0.360, Base Lr: 8.87e-04
2024-04-28 15:11:30 transreid.train INFO: Epoch[11] Iter[35/47] Loss: 6.561, Acc: 0.389, Base Lr: 8.87e-04
2024-04-28 15:11:31 transreid.train INFO: Epoch[11] Iter[40/47] Loss: 6.534, Acc: 0.424, Base Lr: 8.87e-04
2024-04-28 15:11:31 transreid.train INFO: Epoch 11 done. Time per epoch: 7.408[s] Speed: 1520.6[samples/s]
2024-04-28 15:11:33 transreid.train INFO: Epoch[12] Iter[5/47] Loss: 6.540, Acc: 0.316, Base Lr: 9.66e-04
2024-04-28 15:11:34 transreid.train INFO: Epoch[12] Iter[10/47] Loss: 6.472, Acc: 0.332, Base Lr: 9.66e-04
2024-04-28 15:11:34 transreid.train INFO: Epoch[12] Iter[15/47] Loss: 6.475, Acc: 0.328, Base Lr: 9.66e-04
2024-04-28 15:11:35 transreid.train INFO: Epoch[12] Iter[20/47] Loss: 6.456, Acc: 0.336, Base Lr: 9.66e-04
2024-04-28 15:11:36 transreid.train INFO: Epoch[12] Iter[25/47] Loss: 6.425, Acc: 0.351, Base Lr: 9.66e-04
2024-04-28 15:11:37 transreid.train INFO: Epoch[12] Iter[30/47] Loss: 6.408, Acc: 0.369, Base Lr: 9.66e-04
2024-04-28 15:11:37 transreid.train INFO: Epoch[12] Iter[35/47] Loss: 6.367, Acc: 0.393, Base Lr: 9.66e-04
2024-04-28 15:11:38 transreid.train INFO: Epoch[12] Iter[40/47] Loss: 6.317, Acc: 0.422, Base Lr: 9.66e-04
2024-04-28 15:11:39 transreid.train INFO: Epoch 12 done. Time per epoch: 7.413[s] Speed: 1519.4[samples/s]
2024-04-28 15:11:41 transreid.train INFO: Epoch[13] Iter[5/47] Loss: 6.455, Acc: 0.287, Base Lr: 1.05e-03
2024-04-28 15:11:41 transreid.train INFO: Epoch[13] Iter[10/47] Loss: 6.395, Acc: 0.290, Base Lr: 1.05e-03
2024-04-28 15:11:42 transreid.train INFO: Epoch[13] Iter[15/47] Loss: 6.338, Acc: 0.303, Base Lr: 1.05e-03
2024-04-28 15:11:43 transreid.train INFO: Epoch[13] Iter[20/47] Loss: 6.289, Acc: 0.316, Base Lr: 1.05e-03
2024-04-28 15:11:43 transreid.train INFO: Epoch[13] Iter[25/47] Loss: 6.260, Acc: 0.325, Base Lr: 1.05e-03
2024-04-28 15:11:44 transreid.train INFO: Epoch[13] Iter[30/47] Loss: 6.205, Acc: 0.355, Base Lr: 1.05e-03
2024-04-28 15:11:45 transreid.train INFO: Epoch[13] Iter[35/47] Loss: 6.166, Acc: 0.379, Base Lr: 1.05e-03
2024-04-28 15:11:46 transreid.train INFO: Epoch[13] Iter[40/47] Loss: 6.106, Acc: 0.417, Base Lr: 1.05e-03
2024-04-28 15:11:46 transreid.train INFO: Epoch 13 done. Time per epoch: 7.551[s] Speed: 1491.6[samples/s]
2024-04-28 15:11:48 transreid.train INFO: Epoch[14] Iter[5/47] Loss: 6.180, Acc: 0.287, Base Lr: 1.12e-03
2024-04-28 15:11:49 transreid.train INFO: Epoch[14] Iter[10/47] Loss: 6.197, Acc: 0.281, Base Lr: 1.12e-03
2024-04-28 15:11:49 transreid.train INFO: Epoch[14] Iter[15/47] Loss: 6.158, Acc: 0.299, Base Lr: 1.12e-03
2024-04-28 15:11:50 transreid.train INFO: Epoch[14] Iter[20/47] Loss: 6.103, Acc: 0.315, Base Lr: 1.12e-03
2024-04-28 15:11:51 transreid.train INFO: Epoch[14] Iter[25/47] Loss: 6.043, Acc: 0.337, Base Lr: 1.12e-03
2024-04-28 15:11:52 transreid.train INFO: Epoch[14] Iter[30/47] Loss: 6.020, Acc: 0.356, Base Lr: 1.12e-03
2024-04-28 15:11:52 transreid.train INFO: Epoch[14] Iter[35/47] Loss: 5.946, Acc: 0.388, Base Lr: 1.12e-03
2024-04-28 15:11:53 transreid.train INFO: Epoch[14] Iter[40/47] Loss: 5.884, Acc: 0.420, Base Lr: 1.12e-03
2024-04-28 15:11:54 transreid.train INFO: Epoch 14 done. Time per epoch: 7.438[s] Speed: 1514.5[samples/s]
2024-04-28 15:11:56 transreid.train INFO: Epoch[15] Iter[5/47] Loss: 6.006, Acc: 0.287, Base Lr: 1.20e-03
2024-04-28 15:11:56 transreid.train INFO: Epoch[15] Iter[10/47] Loss: 5.978, Acc: 0.290, Base Lr: 1.20e-03
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2024-04-28 15:12:01 transreid.train INFO: Epoch 15 done. Time per epoch: 7.494[s] Speed: 1503.2[samples/s]
2024-04-28 15:12:03 transreid.train INFO: Epoch[16] Iter[5/47] Loss: 5.858, Acc: 0.277, Base Lr: 1.28e-03
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2024-04-28 15:12:09 transreid.train INFO: Epoch 16 done. Time per epoch: 7.385[s] Speed: 1525.3[samples/s]
2024-04-28 15:12:10 transreid.train INFO: Epoch[17] Iter[5/47] Loss: 5.634, Acc: 0.249, Base Lr: 1.36e-03
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2024-04-28 15:12:16 transreid.train INFO: Epoch 17 done. Time per epoch: 7.368[s] Speed: 1528.7[samples/s]
2024-04-28 15:12:18 transreid.train INFO: Epoch[18] Iter[5/47] Loss: 5.278, Acc: 0.320, Base Lr: 1.44e-03
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2024-04-28 15:12:23 transreid.train INFO: Epoch 18 done. Time per epoch: 7.489[s] Speed: 1504.1[samples/s]
2024-04-28 15:12:25 transreid.train INFO: Epoch[19] Iter[5/47] Loss: 5.158, Acc: 0.312, Base Lr: 1.52e-03
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2024-04-28 15:12:31 transreid.train INFO: Epoch 19 done. Time per epoch: 7.446[s] Speed: 1512.8[samples/s]
2024-04-28 15:12:33 transreid.train INFO: Epoch[20] Iter[5/47] Loss: 5.170, Acc: 0.255, Base Lr: 1.49e-03
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2024-04-28 15:12:38 transreid.train INFO: Epoch 20 done. Time per epoch: 7.387[s] Speed: 1524.9[samples/s]
2024-04-28 15:12:40 transreid.train INFO: Epoch[21] Iter[5/47] Loss: 4.757, Acc: 0.337, Base Lr: 1.48e-03
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2024-04-28 15:12:46 transreid.train INFO: Epoch 21 done. Time per epoch: 7.318[s] Speed: 1539.3[samples/s]
2024-04-28 15:12:47 transreid.train INFO: Epoch[22] Iter[5/47] Loss: 4.641, Acc: 0.324, Base Lr: 1.47e-03
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2024-04-28 15:12:53 transreid.train INFO: Epoch 22 done. Time per epoch: 7.332[s] Speed: 1536.4[samples/s]
2024-04-28 15:12:55 transreid.train INFO: Epoch[23] Iter[5/47] Loss: 4.527, Acc: 0.337, Base Lr: 1.46e-03
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2024-04-28 15:13:01 transreid.train INFO: Epoch 23 done. Time per epoch: 7.779[s] Speed: 1447.9[samples/s]
2024-04-28 15:13:02 transreid.train INFO: Epoch[24] Iter[5/47] Loss: 4.146, Acc: 0.351, Base Lr: 1.45e-03
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2024-04-28 15:13:08 transreid.train INFO: Epoch 24 done. Time per epoch: 7.362[s] Speed: 1530.0[samples/s]
2024-04-28 15:13:10 transreid.train INFO: Epoch[25] Iter[5/47] Loss: 4.033, Acc: 0.416, Base Lr: 1.44e-03
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2024-04-28 15:13:15 transreid.train INFO: Epoch 25 done. Time per epoch: 7.511[s] Speed: 1499.7[samples/s]
2024-04-28 15:13:17 transreid.train INFO: Epoch[26] Iter[5/47] Loss: 3.987, Acc: 0.394, Base Lr: 1.42e-03
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2024-04-28 15:13:23 transreid.train INFO: Epoch 26 done. Time per epoch: 7.559[s] Speed: 1490.2[samples/s]
2024-04-28 15:13:25 transreid.train INFO: Epoch[27] Iter[5/47] Loss: 3.726, Acc: 0.445, Base Lr: 1.41e-03
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2024-04-28 15:13:31 transreid.train INFO: Epoch 27 done. Time per epoch: 7.550[s] Speed: 1492.0[samples/s]
2024-04-28 15:13:33 transreid.train INFO: Epoch[28] Iter[5/47] Loss: 3.579, Acc: 0.480, Base Lr: 1.39e-03
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2024-04-28 15:13:38 transreid.train INFO: Epoch 28 done. Time per epoch: 7.647[s] Speed: 1472.9[samples/s]
2024-04-28 15:13:40 transreid.train INFO: Epoch[29] Iter[5/47] Loss: 3.496, Acc: 0.473, Base Lr: 1.38e-03
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2024-04-28 15:13:46 transreid.train INFO: Epoch 29 done. Time per epoch: 7.616[s] Speed: 1478.9[samples/s]
2024-04-28 15:13:48 transreid.train INFO: Epoch[30] Iter[5/47] Loss: 3.447, Acc: 0.483, Base Lr: 1.37e-03
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2024-04-28 15:13:53 transreid.train INFO: Epoch 30 done. Time per epoch: 7.611[s] Speed: 1479.9[samples/s]
2024-04-28 15:13:55 transreid.train INFO: Epoch[31] Iter[5/47] Loss: 3.168, Acc: 0.546, Base Lr: 1.35e-03
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2024-04-28 15:14:01 transreid.train INFO: Epoch 31 done. Time per epoch: 7.407[s] Speed: 1486.1[samples/s]
2024-04-28 15:14:03 transreid.train INFO: Epoch[32] Iter[5/47] Loss: 3.167, Acc: 0.518, Base Lr: 1.34e-03
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2024-04-28 15:14:04 transreid.train INFO: Epoch[32] Iter[15/47] Loss: 2.950, Acc: 0.564, Base Lr: 1.34e-03
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2024-04-28 15:14:08 transreid.train INFO: Epoch 32 done. Time per epoch: 7.430[s] Speed: 1515.9[samples/s]
2024-04-28 15:14:10 transreid.train INFO: Epoch[33] Iter[5/47] Loss: 3.032, Acc: 0.527, Base Lr: 1.32e-03
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2024-04-28 15:14:16 transreid.train INFO: Epoch 33 done. Time per epoch: 7.638[s] Speed: 1474.7[samples/s]
2024-04-28 15:14:18 transreid.train INFO: Epoch[34] Iter[5/47] Loss: 3.044, Acc: 0.544, Base Lr: 1.30e-03
2024-04-28 15:14:19 transreid.train INFO: Epoch[34] Iter[10/47] Loss: 2.785, Acc: 0.611, Base Lr: 1.30e-03
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2024-04-28 15:14:21 transreid.train INFO: Epoch[34] Iter[30/47] Loss: 2.338, Acc: 0.698, Base Lr: 1.30e-03
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2024-04-28 15:14:23 transreid.train INFO: Epoch 34 done. Time per epoch: 7.437[s] Speed: 1514.5[samples/s]
2024-04-28 15:14:25 transreid.train INFO: Epoch[35] Iter[5/47] Loss: 2.876, Acc: 0.548, Base Lr: 1.29e-03
2024-04-28 15:14:26 transreid.train INFO: Epoch[35] Iter[10/47] Loss: 2.711, Acc: 0.592, Base Lr: 1.29e-03
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2024-04-28 15:14:30 transreid.train INFO: Epoch[35] Iter[35/47] Loss: 2.114, Acc: 0.740, Base Lr: 1.29e-03
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2024-04-28 15:14:31 transreid.train INFO: Epoch 35 done. Time per epoch: 7.578[s] Speed: 1486.4[samples/s]
2024-04-28 15:14:33 transreid.train INFO: Epoch[36] Iter[5/47] Loss: 2.918, Acc: 0.529, Base Lr: 1.27e-03
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2024-04-28 15:14:37 transreid.train INFO: Epoch[36] Iter[35/47] Loss: 2.050, Acc: 0.746, Base Lr: 1.27e-03
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2024-04-28 15:14:38 transreid.train INFO: Epoch 36 done. Time per epoch: 7.495[s] Speed: 1502.8[samples/s]
2024-04-28 15:14:40 transreid.train INFO: Epoch[37] Iter[5/47] Loss: 2.489, Acc: 0.630, Base Lr: 1.25e-03
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2024-04-28 15:14:46 transreid.train INFO: Epoch 37 done. Time per epoch: 7.306[s] Speed: 1506.8[samples/s]
2024-04-28 15:14:48 transreid.train INFO: Epoch[38] Iter[5/47] Loss: 2.506, Acc: 0.634, Base Lr: 1.24e-03
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2024-04-28 15:14:53 transreid.train INFO: Epoch 38 done. Time per epoch: 7.515[s] Speed: 1498.8[samples/s]
2024-04-28 15:14:55 transreid.train INFO: Epoch[39] Iter[5/47] Loss: 2.590, Acc: 0.611, Base Lr: 1.22e-03
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2024-04-28 15:14:59 transreid.train INFO: Epoch[39] Iter[30/47] Loss: 1.936, Acc: 0.754, Base Lr: 1.22e-03
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2024-04-28 15:15:00 transreid.train INFO: Epoch[39] Iter[40/47] Loss: 1.728, Acc: 0.800, Base Lr: 1.22e-03
2024-04-28 15:15:01 transreid.train INFO: Epoch 39 done. Time per epoch: 7.433[s] Speed: 1515.5[samples/s]
2024-04-28 15:15:03 transreid.train INFO: Epoch[40] Iter[5/47] Loss: 2.453, Acc: 0.649, Base Lr: 1.20e-03
2024-04-28 15:15:03 transreid.train INFO: Epoch[40] Iter[10/47] Loss: 2.300, Acc: 0.675, Base Lr: 1.20e-03
2024-04-28 15:15:04 transreid.train INFO: Epoch[40] Iter[15/47] Loss: 2.213, Acc: 0.694, Base Lr: 1.20e-03
2024-04-28 15:15:05 transreid.train INFO: Epoch[40] Iter[20/47] Loss: 2.074, Acc: 0.724, Base Lr: 1.20e-03
2024-04-28 15:15:05 transreid.train INFO: Epoch[40] Iter[25/47] Loss: 1.969, Acc: 0.748, Base Lr: 1.20e-03
2024-04-28 15:15:06 transreid.train INFO: Epoch[40] Iter[30/47] Loss: 1.863, Acc: 0.771, Base Lr: 1.20e-03
2024-04-28 15:15:07 transreid.train INFO: Epoch[40] Iter[35/47] Loss: 1.772, Acc: 0.792, Base Lr: 1.20e-03
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2024-04-28 15:15:08 transreid.train INFO: Epoch 40 done. Time per epoch: 7.396[s] Speed: 1523.0[samples/s]
2024-04-28 15:15:21 transreid.train INFO: Validation Results - Epoch: 40
2024-04-28 15:15:21 transreid.train INFO: mAP: 87.6%
2024-04-28 15:15:21 transreid.train INFO: CMC curve, Rank-1  :95.0%
2024-04-28 15:15:21 transreid.train INFO: CMC curve, Rank-5  :98.0%
2024-04-28 15:15:21 transreid.train INFO: CMC curve, Rank-10 :99.0%
2024-04-28 15:15:23 transreid.train INFO: Epoch[41] Iter[5/47] Loss: 2.304, Acc: 0.650, Base Lr: 1.18e-03
2024-04-28 15:15:24 transreid.train INFO: Epoch[41] Iter[10/47] Loss: 2.267, Acc: 0.658, Base Lr: 1.18e-03
2024-04-28 15:15:25 transreid.train INFO: Epoch[41] Iter[15/47] Loss: 2.102, Acc: 0.696, Base Lr: 1.18e-03
2024-04-28 15:15:25 transreid.train INFO: Epoch[41] Iter[20/47] Loss: 1.995, Acc: 0.725, Base Lr: 1.18e-03
2024-04-28 15:15:26 transreid.train INFO: Epoch[41] Iter[25/47] Loss: 1.883, Acc: 0.752, Base Lr: 1.18e-03
2024-04-28 15:15:27 transreid.train INFO: Epoch[41] Iter[30/47] Loss: 1.797, Acc: 0.774, Base Lr: 1.18e-03
2024-04-28 15:15:28 transreid.train INFO: Epoch[41] Iter[35/47] Loss: 1.710, Acc: 0.793, Base Lr: 1.18e-03
2024-04-28 15:15:28 transreid.train INFO: Epoch[41] Iter[40/47] Loss: 1.611, Acc: 0.813, Base Lr: 1.18e-03
2024-04-28 15:15:29 transreid.train INFO: Epoch 41 done. Time per epoch: 7.708[s] Speed: 1461.3[samples/s]
2024-04-28 15:15:31 transreid.train INFO: Epoch[42] Iter[5/47] Loss: 2.137, Acc: 0.688, Base Lr: 1.16e-03
2024-04-28 15:15:32 transreid.train INFO: Epoch[42] Iter[10/47] Loss: 2.145, Acc: 0.687, Base Lr: 1.16e-03
2024-04-28 15:15:32 transreid.train INFO: Epoch[42] Iter[15/47] Loss: 2.023, Acc: 0.713, Base Lr: 1.16e-03
2024-04-28 15:15:33 transreid.train INFO: Epoch[42] Iter[20/47] Loss: 1.908, Acc: 0.740, Base Lr: 1.16e-03
2024-04-28 15:15:34 transreid.train INFO: Epoch[42] Iter[25/47] Loss: 1.822, Acc: 0.763, Base Lr: 1.16e-03
2024-04-28 15:15:34 transreid.train INFO: Epoch[42] Iter[30/47] Loss: 1.732, Acc: 0.782, Base Lr: 1.16e-03
2024-04-28 15:15:35 transreid.train INFO: Epoch[42] Iter[35/47] Loss: 1.640, Acc: 0.802, Base Lr: 1.16e-03
2024-04-28 15:15:36 transreid.train INFO: Epoch[42] Iter[40/47] Loss: 1.554, Acc: 0.821, Base Lr: 1.16e-03
2024-04-28 15:15:36 transreid.train INFO: Epoch 42 done. Time per epoch: 7.436[s] Speed: 1514.9[samples/s]
2024-04-28 15:15:38 transreid.train INFO: Epoch[43] Iter[5/47] Loss: 2.286, Acc: 0.657, Base Lr: 1.15e-03
2024-04-28 15:15:39 transreid.train INFO: Epoch[43] Iter[10/47] Loss: 2.093, Acc: 0.693, Base Lr: 1.15e-03
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2024-04-28 15:15:42 transreid.train INFO: Epoch[43] Iter[30/47] Loss: 1.695, Acc: 0.788, Base Lr: 1.15e-03
2024-04-28 15:15:43 transreid.train INFO: Epoch[43] Iter[35/47] Loss: 1.613, Acc: 0.809, Base Lr: 1.15e-03
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2024-04-28 15:15:44 transreid.train INFO: Epoch 43 done. Time per epoch: 7.563[s] Speed: 1489.3[samples/s]
2024-04-28 15:15:46 transreid.train INFO: Epoch[44] Iter[5/47] Loss: 2.232, Acc: 0.673, Base Lr: 1.13e-03
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2024-04-28 15:15:50 transreid.train INFO: Epoch[44] Iter[35/47] Loss: 1.540, Acc: 0.818, Base Lr: 1.13e-03
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2024-04-28 15:15:51 transreid.train INFO: Epoch 44 done. Time per epoch: 7.446[s] Speed: 1512.8[samples/s]
2024-04-28 15:15:53 transreid.train INFO: Epoch[45] Iter[5/47] Loss: 2.052, Acc: 0.695, Base Lr: 1.11e-03
2024-04-28 15:15:54 transreid.train INFO: Epoch[45] Iter[10/47] Loss: 1.974, Acc: 0.705, Base Lr: 1.11e-03
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2024-04-28 15:15:59 transreid.train INFO: Epoch 45 done. Time per epoch: 7.674[s] Speed: 1467.8[samples/s]
2024-04-28 15:16:01 transreid.train INFO: Epoch[46] Iter[5/47] Loss: 1.839, Acc: 0.738, Base Lr: 1.09e-03
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2024-04-28 15:16:07 transreid.train INFO: Epoch 46 done. Time per epoch: 7.722[s] Speed: 1458.7[samples/s]
2024-04-28 15:16:09 transreid.train INFO: Epoch[47] Iter[5/47] Loss: 1.922, Acc: 0.720, Base Lr: 1.07e-03
2024-04-28 15:16:09 transreid.train INFO: Epoch[47] Iter[10/47] Loss: 1.871, Acc: 0.728, Base Lr: 1.07e-03
2024-04-28 15:16:10 transreid.train INFO: Epoch[47] Iter[15/47] Loss: 1.750, Acc: 0.756, Base Lr: 1.07e-03
2024-04-28 15:16:11 transreid.train INFO: Epoch[47] Iter[20/47] Loss: 1.708, Acc: 0.771, Base Lr: 1.07e-03
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2024-04-28 15:16:12 transreid.train INFO: Epoch[47] Iter[30/47] Loss: 1.496, Acc: 0.817, Base Lr: 1.07e-03
2024-04-28 15:16:13 transreid.train INFO: Epoch[47] Iter[35/47] Loss: 1.420, Acc: 0.833, Base Lr: 1.07e-03
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2024-04-28 15:16:14 transreid.train INFO: Epoch 47 done. Time per epoch: 7.403[s] Speed: 1521.6[samples/s]
2024-04-28 15:16:16 transreid.train INFO: Epoch[48] Iter[5/47] Loss: 2.109, Acc: 0.691, Base Lr: 1.05e-03
2024-04-28 15:16:17 transreid.train INFO: Epoch[48] Iter[10/47] Loss: 1.882, Acc: 0.731, Base Lr: 1.05e-03
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2024-04-28 15:16:22 transreid.train INFO: Epoch 48 done. Time per epoch: 7.436[s] Speed: 1514.8[samples/s]
2024-04-28 15:16:24 transreid.train INFO: Epoch[49] Iter[5/47] Loss: 1.880, Acc: 0.732, Base Lr: 1.03e-03
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2024-04-28 15:16:29 transreid.train INFO: Epoch 49 done. Time per epoch: 7.593[s] Speed: 1483.4[samples/s]
2024-04-28 15:16:31 transreid.train INFO: Epoch[50] Iter[5/47] Loss: 1.851, Acc: 0.733, Base Lr: 1.01e-03
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2024-04-28 15:16:37 transreid.train INFO: Epoch 50 done. Time per epoch: 7.425[s] Speed: 1516.9[samples/s]
2024-04-28 15:16:39 transreid.train INFO: Epoch[51] Iter[5/47] Loss: 1.784, Acc: 0.754, Base Lr: 9.88e-04
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2024-04-28 15:16:44 transreid.train INFO: Epoch 51 done. Time per epoch: 7.652[s] Speed: 1472.0[samples/s]
2024-04-28 15:16:46 transreid.train INFO: Epoch[52] Iter[5/47] Loss: 1.815, Acc: 0.749, Base Lr: 9.68e-04
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2024-04-28 15:16:52 transreid.train INFO: Epoch 52 done. Time per epoch: 7.496[s] Speed: 1502.7[samples/s]
2024-04-28 15:16:54 transreid.train INFO: Epoch[53] Iter[5/47] Loss: 1.579, Acc: 0.783, Base Lr: 9.47e-04
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2024-04-28 15:16:59 transreid.train INFO: Epoch 53 done. Time per epoch: 7.392[s] Speed: 1523.9[samples/s]
2024-04-28 15:17:01 transreid.train INFO: Epoch[54] Iter[5/47] Loss: 1.683, Acc: 0.765, Base Lr: 9.26e-04
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2024-04-28 15:17:07 transreid.train INFO: Epoch 54 done. Time per epoch: 7.487[s] Speed: 1504.5[samples/s]
2024-04-28 15:17:09 transreid.train INFO: Epoch[55] Iter[5/47] Loss: 1.759, Acc: 0.760, Base Lr: 9.06e-04
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2024-04-28 15:17:14 transreid.train INFO: Epoch 55 done. Time per epoch: 7.442[s] Speed: 1513.6[samples/s]
2024-04-28 15:17:16 transreid.train INFO: Epoch[56] Iter[5/47] Loss: 1.639, Acc: 0.773, Base Lr: 8.85e-04
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2024-04-28 15:17:21 transreid.train INFO: Epoch 56 done. Time per epoch: 7.311[s] Speed: 1505.8[samples/s]
2024-04-28 15:17:23 transreid.train INFO: Epoch[57] Iter[5/47] Loss: 1.673, Acc: 0.754, Base Lr: 8.64e-04
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2024-04-28 15:17:29 transreid.train INFO: Epoch 57 done. Time per epoch: 7.510[s] Speed: 1499.9[samples/s]
2024-04-28 15:17:31 transreid.train INFO: Epoch[58] Iter[5/47] Loss: 1.643, Acc: 0.767, Base Lr: 8.43e-04
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2024-04-28 15:17:36 transreid.train INFO: Epoch 58 done. Time per epoch: 7.508[s] Speed: 1500.3[samples/s]
2024-04-28 15:17:38 transreid.train INFO: Epoch[59] Iter[5/47] Loss: 1.642, Acc: 0.762, Base Lr: 8.22e-04
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2024-04-28 15:17:44 transreid.train INFO: Epoch 59 done. Time per epoch: 7.500[s] Speed: 1501.8[samples/s]
2024-04-28 15:17:46 transreid.train INFO: Epoch[60] Iter[5/47] Loss: 1.499, Acc: 0.796, Base Lr: 8.02e-04
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2024-04-28 15:17:51 transreid.train INFO: Epoch 60 done. Time per epoch: 7.463[s] Speed: 1509.3[samples/s]
2024-04-28 15:17:53 transreid.train INFO: Epoch[61] Iter[5/47] Loss: 1.547, Acc: 0.787, Base Lr: 7.81e-04
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2024-04-28 15:17:59 transreid.train INFO: Epoch 61 done. Time per epoch: 7.469[s] Speed: 1508.2[samples/s]
2024-04-28 15:18:01 transreid.train INFO: Epoch[62] Iter[5/47] Loss: 1.513, Acc: 0.790, Base Lr: 7.60e-04
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2024-04-28 15:18:06 transreid.train INFO: Epoch 62 done. Time per epoch: 7.527[s] Speed: 1496.5[samples/s]
2024-04-28 15:18:08 transreid.train INFO: Epoch[63] Iter[5/47] Loss: 1.405, Acc: 0.804, Base Lr: 7.39e-04
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2024-04-28 15:18:14 transreid.train INFO: Epoch 63 done. Time per epoch: 7.479[s] Speed: 1506.0[samples/s]
2024-04-28 15:18:16 transreid.train INFO: Epoch[64] Iter[5/47] Loss: 1.431, Acc: 0.806, Base Lr: 7.18e-04
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2024-04-28 15:18:21 transreid.train INFO: Epoch 64 done. Time per epoch: 7.466[s] Speed: 1508.7[samples/s]
2024-04-28 15:18:23 transreid.train INFO: Epoch[65] Iter[5/47] Loss: 1.168, Acc: 0.863, Base Lr: 6.97e-04
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2024-04-28 15:18:29 transreid.train INFO: Epoch 65 done. Time per epoch: 7.414[s] Speed: 1519.4[samples/s]
2024-04-28 15:18:31 transreid.train INFO: Epoch[66] Iter[5/47] Loss: 1.507, Acc: 0.798, Base Lr: 6.77e-04
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2024-04-28 15:18:36 transreid.train INFO: Epoch 66 done. Time per epoch: 7.407[s] Speed: 1520.8[samples/s]
2024-04-28 15:18:38 transreid.train INFO: Epoch[67] Iter[5/47] Loss: 1.345, Acc: 0.825, Base Lr: 6.56e-04
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2024-04-28 15:18:44 transreid.train INFO: Epoch 67 done. Time per epoch: 7.413[s] Speed: 1519.5[samples/s]
2024-04-28 15:18:45 transreid.train INFO: Epoch[68] Iter[5/47] Loss: 1.365, Acc: 0.812, Base Lr: 6.36e-04
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2024-04-28 15:18:51 transreid.train INFO: Epoch 68 done. Time per epoch: 7.400[s] Speed: 1522.2[samples/s]
2024-04-28 15:18:53 transreid.train INFO: Epoch[69] Iter[5/47] Loss: 1.488, Acc: 0.797, Base Lr: 6.15e-04
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2024-04-28 15:18:59 transreid.train INFO: Epoch 69 done. Time per epoch: 7.684[s] Speed: 1465.9[samples/s]
2024-04-28 15:19:01 transreid.train INFO: Epoch[70] Iter[5/47] Loss: 1.282, Acc: 0.825, Base Lr: 5.95e-04
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2024-04-28 15:19:06 transreid.train INFO: Epoch 70 done. Time per epoch: 7.638[s] Speed: 1474.8[samples/s]
2024-04-28 15:19:08 transreid.train INFO: Epoch[71] Iter[5/47] Loss: 1.295, Acc: 0.823, Base Lr: 5.75e-04
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2024-04-28 15:19:14 transreid.train INFO: Epoch 71 done. Time per epoch: 7.425[s] Speed: 1517.1[samples/s]
2024-04-28 15:19:16 transreid.train INFO: Epoch[72] Iter[5/47] Loss: 1.324, Acc: 0.820, Base Lr: 5.55e-04
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2024-04-28 15:19:21 transreid.train INFO: Epoch 72 done. Time per epoch: 7.457[s] Speed: 1510.5[samples/s]
2024-04-28 15:19:23 transreid.train INFO: Epoch[73] Iter[5/47] Loss: 1.291, Acc: 0.825, Base Lr: 5.35e-04
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2024-04-28 15:19:29 transreid.train INFO: Epoch 73 done. Time per epoch: 7.454[s] Speed: 1511.1[samples/s]
2024-04-28 15:19:31 transreid.train INFO: Epoch[74] Iter[5/47] Loss: 1.389, Acc: 0.798, Base Lr: 5.15e-04
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2024-04-28 15:19:36 transreid.train INFO: Epoch 74 done. Time per epoch: 7.336[s] Speed: 1535.4[samples/s]
2024-04-28 15:19:38 transreid.train INFO: Epoch[75] Iter[5/47] Loss: 1.249, Acc: 0.827, Base Lr: 4.96e-04
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2024-04-28 15:19:44 transreid.train INFO: Epoch 75 done. Time per epoch: 7.499[s] Speed: 1502.1[samples/s]
2024-04-28 15:19:45 transreid.train INFO: Epoch[76] Iter[5/47] Loss: 1.087, Acc: 0.852, Base Lr: 4.77e-04
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2024-04-28 15:19:51 transreid.train INFO: Epoch 76 done. Time per epoch: 7.408[s] Speed: 1520.5[samples/s]
2024-04-28 15:19:53 transreid.train INFO: Epoch[77] Iter[5/47] Loss: 1.018, Acc: 0.877, Base Lr: 4.58e-04
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2024-04-28 15:19:58 transreid.train INFO: Epoch 77 done. Time per epoch: 7.398[s] Speed: 1522.6[samples/s]
2024-04-28 15:20:00 transreid.train INFO: Epoch[78] Iter[5/47] Loss: 1.223, Acc: 0.830, Base Lr: 4.39e-04
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2024-04-28 15:20:06 transreid.train INFO: Epoch 78 done. Time per epoch: 7.463[s] Speed: 1509.2[samples/s]
2024-04-28 15:20:08 transreid.train INFO: Epoch[79] Iter[5/47] Loss: 1.227, Acc: 0.829, Base Lr: 4.21e-04
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2024-04-28 15:20:13 transreid.train INFO: Epoch 79 done. Time per epoch: 7.687[s] Speed: 1465.3[samples/s]
2024-04-28 15:20:15 transreid.train INFO: Epoch[80] Iter[5/47] Loss: 1.024, Acc: 0.864, Base Lr: 4.02e-04
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2024-04-28 15:20:21 transreid.train INFO: Epoch 80 done. Time per epoch: 7.353[s] Speed: 1531.9[samples/s]
2024-04-28 15:20:33 transreid.train INFO: Validation Results - Epoch: 80
2024-04-28 15:20:33 transreid.train INFO: mAP: 89.8%
2024-04-28 15:20:33 transreid.train INFO: CMC curve, Rank-1  :95.8%
2024-04-28 15:20:33 transreid.train INFO: CMC curve, Rank-5  :98.8%
2024-04-28 15:20:33 transreid.train INFO: CMC curve, Rank-10 :99.2%
2024-04-28 15:20:35 transreid.train INFO: Epoch[81] Iter[5/47] Loss: 1.190, Acc: 0.833, Base Lr: 3.84e-04
2024-04-28 15:20:35 transreid.train INFO: Epoch[81] Iter[10/47] Loss: 1.108, Acc: 0.853, Base Lr: 3.84e-04
2024-04-28 15:20:36 transreid.train INFO: Epoch[81] Iter[15/47] Loss: 1.024, Acc: 0.873, Base Lr: 3.84e-04
2024-04-28 15:20:37 transreid.train INFO: Epoch[81] Iter[20/47] Loss: 0.945, Acc: 0.895, Base Lr: 3.84e-04
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2024-04-28 15:20:39 transreid.train INFO: Epoch[81] Iter[35/47] Loss: 0.764, Acc: 0.928, Base Lr: 3.84e-04
2024-04-28 15:20:40 transreid.train INFO: Epoch[81] Iter[40/47] Loss: 0.722, Acc: 0.935, Base Lr: 3.84e-04
2024-04-28 15:20:40 transreid.train INFO: Epoch 81 done. Time per epoch: 7.434[s] Speed: 1515.3[samples/s]
2024-04-28 15:20:42 transreid.train INFO: Epoch[82] Iter[5/47] Loss: 1.120, Acc: 0.837, Base Lr: 3.67e-04
2024-04-28 15:20:43 transreid.train INFO: Epoch[82] Iter[10/47] Loss: 1.064, Acc: 0.863, Base Lr: 3.67e-04
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2024-04-28 15:20:48 transreid.train INFO: Epoch 82 done. Time per epoch: 7.385[s] Speed: 1525.2[samples/s]
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2024-04-28 15:21:10 transreid.train INFO: Epoch 85 done. Time per epoch: 7.590[s] Speed: 1484.0[samples/s]
2024-04-28 15:21:12 transreid.train INFO: Epoch[86] Iter[5/47] Loss: 1.066, Acc: 0.864, Base Lr: 2.99e-04
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2024-04-28 15:21:18 transreid.train INFO: Epoch 86 done. Time per epoch: 7.580[s] Speed: 1486.1[samples/s]
2024-04-28 15:21:19 transreid.train INFO: Epoch[87] Iter[5/47] Loss: 1.057, Acc: 0.858, Base Lr: 2.83e-04
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2024-04-28 15:21:25 transreid.train INFO: Epoch 87 done. Time per epoch: 7.486[s] Speed: 1504.7[samples/s]
2024-04-28 15:21:27 transreid.train INFO: Epoch[88] Iter[5/47] Loss: 1.149, Acc: 0.818, Base Lr: 2.67e-04
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2024-04-28 15:21:33 transreid.train INFO: Epoch 88 done. Time per epoch: 7.505[s] Speed: 1500.8[samples/s]
2024-04-28 15:21:34 transreid.train INFO: Epoch[89] Iter[5/47] Loss: 0.882, Acc: 0.895, Base Lr: 2.52e-04
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2024-04-28 15:21:40 transreid.train INFO: Epoch 89 done. Time per epoch: 7.429[s] Speed: 1516.2[samples/s]
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2024-04-28 15:21:47 transreid.train INFO: Epoch 90 done. Time per epoch: 7.401[s] Speed: 1521.9[samples/s]
2024-04-28 15:21:49 transreid.train INFO: Epoch[91] Iter[5/47] Loss: 0.986, Acc: 0.862, Base Lr: 2.22e-04
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2024-04-28 15:21:55 transreid.train INFO: Epoch 91 done. Time per epoch: 7.354[s] Speed: 1531.7[samples/s]
2024-04-28 15:21:57 transreid.train INFO: Epoch[92] Iter[5/47] Loss: 1.172, Acc: 0.828, Base Lr: 2.08e-04
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2024-04-28 15:22:02 transreid.train INFO: Epoch 92 done. Time per epoch: 7.448[s] Speed: 1512.4[samples/s]
2024-04-28 15:22:04 transreid.train INFO: Epoch[93] Iter[5/47] Loss: 1.034, Acc: 0.844, Base Lr: 1.94e-04
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2024-04-28 15:22:10 transreid.train INFO: Epoch 93 done. Time per epoch: 7.482[s] Speed: 1505.4[samples/s]
2024-04-28 15:22:12 transreid.train INFO: Epoch[94] Iter[5/47] Loss: 1.084, Acc: 0.860, Base Lr: 1.81e-04
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2024-04-28 15:22:17 transreid.train INFO: Epoch 94 done. Time per epoch: 7.573[s] Speed: 1487.4[samples/s]
2024-04-28 15:22:19 transreid.train INFO: Epoch[95] Iter[5/47] Loss: 1.031, Acc: 0.870, Base Lr: 1.68e-04
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2024-04-28 15:22:25 transreid.train INFO: Epoch 95 done. Time per epoch: 7.496[s] Speed: 1502.6[samples/s]
2024-04-28 15:22:27 transreid.train INFO: Epoch[96] Iter[5/47] Loss: 1.092, Acc: 0.859, Base Lr: 1.56e-04
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2024-04-28 15:22:32 transreid.train INFO: Epoch 96 done. Time per epoch: 7.375[s] Speed: 1527.4[samples/s]
2024-04-28 15:22:34 transreid.train INFO: Epoch[97] Iter[5/47] Loss: 1.088, Acc: 0.834, Base Lr: 1.44e-04
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2024-04-28 15:22:40 transreid.train INFO: Epoch 97 done. Time per epoch: 7.372[s] Speed: 1528.0[samples/s]
2024-04-28 15:22:41 transreid.train INFO: Epoch[98] Iter[5/47] Loss: 1.165, Acc: 0.817, Base Lr: 1.32e-04
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2024-04-28 15:22:47 transreid.train INFO: Epoch 98 done. Time per epoch: 7.431[s] Speed: 1515.9[samples/s]
2024-04-28 15:22:49 transreid.train INFO: Epoch[99] Iter[5/47] Loss: 1.054, Acc: 0.861, Base Lr: 1.21e-04
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2024-04-28 15:22:54 transreid.train INFO: Epoch 99 done. Time per epoch: 7.423[s] Speed: 1517.5[samples/s]
2024-04-28 15:22:56 transreid.train INFO: Epoch[100] Iter[5/47] Loss: 0.963, Acc: 0.871, Base Lr: 1.10e-04
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2024-04-28 15:23:02 transreid.train INFO: Epoch 100 done. Time per epoch: 7.452[s] Speed: 1511.6[samples/s]
2024-04-28 15:23:04 transreid.train INFO: Epoch[101] Iter[5/47] Loss: 1.083, Acc: 0.848, Base Lr: 1.00e-04
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2024-04-28 15:23:09 transreid.train INFO: Epoch 101 done. Time per epoch: 7.455[s] Speed: 1510.8[samples/s]
2024-04-28 15:23:11 transreid.train INFO: Epoch[102] Iter[5/47] Loss: 0.997, Acc: 0.861, Base Lr: 9.02e-05
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2024-04-28 15:23:17 transreid.train INFO: Epoch 102 done. Time per epoch: 7.407[s] Speed: 1520.7[samples/s]
2024-04-28 15:23:19 transreid.train INFO: Epoch[103] Iter[5/47] Loss: 1.037, Acc: 0.853, Base Lr: 8.10e-05
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2024-04-28 15:23:24 transreid.train INFO: Epoch 103 done. Time per epoch: 7.636[s] Speed: 1475.2[samples/s]
2024-04-28 15:23:26 transreid.train INFO: Epoch[104] Iter[5/47] Loss: 0.900, Acc: 0.879, Base Lr: 7.22e-05
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2024-04-28 15:23:32 transreid.train INFO: Epoch 104 done. Time per epoch: 7.464[s] Speed: 1509.1[samples/s]
2024-04-28 15:23:34 transreid.train INFO: Epoch[105] Iter[5/47] Loss: 0.979, Acc: 0.867, Base Lr: 6.40e-05
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2024-04-28 15:23:39 transreid.train INFO: Epoch 105 done. Time per epoch: 7.484[s] Speed: 1505.1[samples/s]
2024-04-28 15:23:41 transreid.train INFO: Epoch[106] Iter[5/47] Loss: 1.120, Acc: 0.835, Base Lr: 5.62e-05
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2024-04-28 15:23:47 transreid.train INFO: Epoch 106 done. Time per epoch: 7.352[s] Speed: 1532.0[samples/s]
2024-04-28 15:23:48 transreid.train INFO: Epoch[107] Iter[5/47] Loss: 1.000, Acc: 0.857, Base Lr: 4.90e-05
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2024-04-28 15:23:54 transreid.train INFO: Epoch 107 done. Time per epoch: 7.354[s] Speed: 1531.6[samples/s]
2024-04-28 15:23:56 transreid.train INFO: Epoch[108] Iter[5/47] Loss: 1.043, Acc: 0.842, Base Lr: 4.23e-05
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2024-04-28 15:24:01 transreid.train INFO: Epoch 108 done. Time per epoch: 7.407[s] Speed: 1520.7[samples/s]
2024-04-28 15:24:03 transreid.train INFO: Epoch[109] Iter[5/47] Loss: 1.049, Acc: 0.854, Base Lr: 3.61e-05
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2024-04-28 15:24:09 transreid.train INFO: Epoch 109 done. Time per epoch: 7.419[s] Speed: 1518.3[samples/s]
2024-04-28 15:24:11 transreid.train INFO: Epoch[110] Iter[5/47] Loss: 1.170, Acc: 0.830, Base Lr: 3.04e-05
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2024-04-28 15:24:16 transreid.train INFO: Epoch 110 done. Time per epoch: 7.512[s] Speed: 1499.4[samples/s]
2024-04-28 15:24:18 transreid.train INFO: Epoch[111] Iter[5/47] Loss: 1.006, Acc: 0.870, Base Lr: 2.53e-05
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2024-04-28 15:24:24 transreid.train INFO: Epoch 111 done. Time per epoch: 7.459[s] Speed: 1510.1[samples/s]
2024-04-28 15:24:26 transreid.train INFO: Epoch[112] Iter[5/47] Loss: 1.062, Acc: 0.845, Base Lr: 2.06e-05
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2024-04-28 15:24:31 transreid.train INFO: Epoch 112 done. Time per epoch: 7.388[s] Speed: 1524.5[samples/s]
2024-04-28 15:24:33 transreid.train INFO: Epoch[113] Iter[5/47] Loss: 1.039, Acc: 0.848, Base Lr: 1.66e-05
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2024-04-28 15:24:39 transreid.train INFO: Epoch 113 done. Time per epoch: 7.437[s] Speed: 1514.5[samples/s]
2024-04-28 15:24:41 transreid.train INFO: Epoch[114] Iter[5/47] Loss: 0.981, Acc: 0.869, Base Lr: 1.30e-05
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2024-04-28 15:24:46 transreid.train INFO: Epoch 114 done. Time per epoch: 7.434[s] Speed: 1515.1[samples/s]
2024-04-28 15:24:48 transreid.train INFO: Epoch[115] Iter[5/47] Loss: 1.041, Acc: 0.847, Base Lr: 1.00e-05
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2024-04-28 15:24:53 transreid.train INFO: Epoch 115 done. Time per epoch: 7.350[s] Speed: 1532.5[samples/s]
2024-04-28 15:24:55 transreid.train INFO: Epoch[116] Iter[5/47] Loss: 1.104, Acc: 0.840, Base Lr: 7.57e-06
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2024-04-28 15:24:59 transreid.train INFO: Epoch[116] Iter[35/47] Loss: 0.675, Acc: 0.935, Base Lr: 7.57e-06
2024-04-28 15:25:00 transreid.train INFO: Epoch[116] Iter[40/47] Loss: 0.642, Acc: 0.941, Base Lr: 7.57e-06
2024-04-28 15:25:01 transreid.train INFO: Epoch 116 done. Time per epoch: 7.391[s] Speed: 1524.0[samples/s]
2024-04-28 15:25:03 transreid.train INFO: Epoch[117] Iter[5/47] Loss: 0.947, Acc: 0.874, Base Lr: 5.66e-06
2024-04-28 15:25:03 transreid.train INFO: Epoch[117] Iter[10/47] Loss: 0.919, Acc: 0.881, Base Lr: 5.66e-06
2024-04-28 15:25:04 transreid.train INFO: Epoch[117] Iter[15/47] Loss: 0.847, Acc: 0.899, Base Lr: 5.66e-06
2024-04-28 15:25:05 transreid.train INFO: Epoch[117] Iter[20/47] Loss: 0.803, Acc: 0.907, Base Lr: 5.66e-06
2024-04-28 15:25:05 transreid.train INFO: Epoch[117] Iter[25/47] Loss: 0.752, Acc: 0.918, Base Lr: 5.66e-06
2024-04-28 15:25:06 transreid.train INFO: Epoch[117] Iter[30/47] Loss: 0.707, Acc: 0.927, Base Lr: 5.66e-06
2024-04-28 15:25:07 transreid.train INFO: Epoch[117] Iter[35/47] Loss: 0.661, Acc: 0.936, Base Lr: 5.66e-06
2024-04-28 15:25:08 transreid.train INFO: Epoch[117] Iter[40/47] Loss: 0.626, Acc: 0.943, Base Lr: 5.66e-06
2024-04-28 15:25:08 transreid.train INFO: Epoch 117 done. Time per epoch: 7.255[s] Speed: 1517.4[samples/s]
2024-04-28 15:25:10 transreid.train INFO: Epoch[118] Iter[5/47] Loss: 1.037, Acc: 0.856, Base Lr: 4.29e-06
2024-04-28 15:25:11 transreid.train INFO: Epoch[118] Iter[10/47] Loss: 0.963, Acc: 0.875, Base Lr: 4.29e-06
2024-04-28 15:25:11 transreid.train INFO: Epoch[118] Iter[15/47] Loss: 0.900, Acc: 0.888, Base Lr: 4.29e-06
2024-04-28 15:25:12 transreid.train INFO: Epoch[118] Iter[20/47] Loss: 0.827, Acc: 0.904, Base Lr: 4.29e-06
2024-04-28 15:25:13 transreid.train INFO: Epoch[118] Iter[25/47] Loss: 0.772, Acc: 0.916, Base Lr: 4.29e-06
2024-04-28 15:25:13 transreid.train INFO: Epoch[118] Iter[30/47] Loss: 0.719, Acc: 0.928, Base Lr: 4.29e-06
2024-04-28 15:25:14 transreid.train INFO: Epoch[118] Iter[35/47] Loss: 0.671, Acc: 0.937, Base Lr: 4.29e-06
2024-04-28 15:25:15 transreid.train INFO: Epoch[118] Iter[40/47] Loss: 0.634, Acc: 0.943, Base Lr: 4.29e-06
2024-04-28 15:25:15 transreid.train INFO: Epoch 118 done. Time per epoch: 7.437[s] Speed: 1514.5[samples/s]
2024-04-28 15:25:17 transreid.train INFO: Epoch[119] Iter[5/47] Loss: 0.971, Acc: 0.863, Base Lr: 3.47e-06
2024-04-28 15:25:18 transreid.train INFO: Epoch[119] Iter[10/47] Loss: 0.917, Acc: 0.879, Base Lr: 3.47e-06
2024-04-28 15:25:19 transreid.train INFO: Epoch[119] Iter[15/47] Loss: 0.867, Acc: 0.895, Base Lr: 3.47e-06
2024-04-28 15:25:20 transreid.train INFO: Epoch[119] Iter[20/47] Loss: 0.810, Acc: 0.911, Base Lr: 3.47e-06
2024-04-28 15:25:20 transreid.train INFO: Epoch[119] Iter[25/47] Loss: 0.759, Acc: 0.921, Base Lr: 3.47e-06
2024-04-28 15:25:21 transreid.train INFO: Epoch[119] Iter[30/47] Loss: 0.718, Acc: 0.929, Base Lr: 3.47e-06
2024-04-28 15:25:22 transreid.train INFO: Epoch[119] Iter[35/47] Loss: 0.680, Acc: 0.937, Base Lr: 3.47e-06
2024-04-28 15:25:22 transreid.train INFO: Epoch[119] Iter[40/47] Loss: 0.637, Acc: 0.944, Base Lr: 3.47e-06
2024-04-28 15:25:23 transreid.train INFO: Epoch 119 done. Time per epoch: 7.606[s] Speed: 1480.9[samples/s]
2024-04-28 15:25:25 transreid.train INFO: Epoch[120] Iter[5/47] Loss: 0.959, Acc: 0.862, Base Lr: 3.20e-06
2024-04-28 15:25:26 transreid.train INFO: Epoch[120] Iter[10/47] Loss: 0.915, Acc: 0.877, Base Lr: 3.20e-06
2024-04-28 15:25:26 transreid.train INFO: Epoch[120] Iter[15/47] Loss: 0.868, Acc: 0.892, Base Lr: 3.20e-06
2024-04-28 15:25:27 transreid.train INFO: Epoch[120] Iter[20/47] Loss: 0.807, Acc: 0.909, Base Lr: 3.20e-06
2024-04-28 15:25:28 transreid.train INFO: Epoch[120] Iter[25/47] Loss: 0.759, Acc: 0.920, Base Lr: 3.20e-06
2024-04-28 15:25:29 transreid.train INFO: Epoch[120] Iter[30/47] Loss: 0.725, Acc: 0.928, Base Lr: 3.20e-06
2024-04-28 15:25:29 transreid.train INFO: Epoch[120] Iter[35/47] Loss: 0.685, Acc: 0.935, Base Lr: 3.20e-06
2024-04-28 15:25:30 transreid.train INFO: Epoch[120] Iter[40/47] Loss: 0.646, Acc: 0.941, Base Lr: 3.20e-06
2024-04-28 15:25:31 transreid.train INFO: Epoch 120 done. Time per epoch: 7.565[s] Speed: 1489.0[samples/s]
2024-04-28 15:25:43 transreid.train INFO: Validation Results - Epoch: 120
2024-04-28 15:25:43 transreid.train INFO: mAP: 90.0%
2024-04-28 15:25:43 transreid.train INFO: CMC curve, Rank-1  :96.0%
2024-04-28 15:25:43 transreid.train INFO: CMC curve, Rank-5  :98.8%
2024-04-28 15:25:43 transreid.train INFO: CMC curve, Rank-10 :99.2%
