2024-04-28 13:18:35 transreid INFO: Saving model in the path :log/bs_exp/RepVit_m1_0_Market1501/256bs_lr0.0016_ep120_warm20_seed0
2024-04-28 13:18:35 transreid INFO: Loaded configuration file configs/market/repvit_m1_0.yml
2024-04-28 13:18:35 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: repvit_m1_0
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/RepViT_m1_0.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/RepVit_m1_0_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: 10
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-04-28 13:18:36 transreid.check INFO: Dataset statistics:
2024-04-28 13:18:36 transreid.check INFO:   ----------------------------------------
2024-04-28 13:18:36 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-28 13:18:36 transreid.check INFO:   ----------------------------------------
2024-04-28 13:18:36 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-28 13:18:36 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-28 13:18:36 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-28 13:18:36 transreid.check INFO:   ----------------------------------------
2024-04-28 13:18:39 transreid INFO: ===========using cosine learning rate=======
2024-04-28 13:18:39 transreid.train INFO: start training
2024-04-28 13:18:46 transreid.train INFO: Epoch[1] Iter[10/47] Loss: 20.281, Acc: 0.002, Base Lr: 9.52e-05
2024-04-28 13:18:48 transreid.train INFO: Epoch[1] Iter[20/47] Loss: 17.835, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 13:18:50 transreid.train INFO: Epoch[1] Iter[30/47] Loss: 16.096, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 13:18:52 transreid.train INFO: Epoch[1] Iter[40/47] Loss: 14.901, Acc: 0.001, Base Lr: 9.52e-05
2024-04-28 13:18:53 transreid.train INFO: Epoch 1 done. Time per epoch: 14.010[s] Speed: 804.0[samples/s]
2024-04-28 13:18:56 transreid.train INFO: Epoch[2] Iter[10/47] Loss: 9.756, Acc: 0.002, Base Lr: 1.74e-04
2024-04-28 13:18:58 transreid.train INFO: Epoch[2] Iter[20/47] Loss: 9.380, Acc: 0.003, Base Lr: 1.74e-04
2024-04-28 13:19:00 transreid.train INFO: Epoch[2] Iter[30/47] Loss: 9.117, Acc: 0.004, Base Lr: 1.74e-04
2024-04-28 13:19:02 transreid.train INFO: Epoch[2] Iter[40/47] Loss: 8.892, Acc: 0.005, Base Lr: 1.74e-04
2024-04-28 13:19:03 transreid.train INFO: Epoch 2 done. Time per epoch: 10.017[s] Speed: 1124.5[samples/s]
2024-04-28 13:19:07 transreid.train INFO: Epoch[3] Iter[10/47] Loss: 8.069, Acc: 0.018, Base Lr: 2.54e-04
2024-04-28 13:19:09 transreid.train INFO: Epoch[3] Iter[20/47] Loss: 7.939, Acc: 0.026, Base Lr: 2.54e-04
2024-04-28 13:19:11 transreid.train INFO: Epoch[3] Iter[30/47] Loss: 7.903, Acc: 0.042, Base Lr: 2.54e-04
2024-04-28 13:19:13 transreid.train INFO: Epoch[3] Iter[40/47] Loss: 7.884, Acc: 0.066, Base Lr: 2.54e-04
2024-04-28 13:19:13 transreid.train INFO: Epoch 3 done. Time per epoch: 10.120[s] Speed: 1113.1[samples/s]
2024-04-28 13:19:17 transreid.train INFO: Epoch[4] Iter[10/47] Loss: 7.663, Acc: 0.118, Base Lr: 3.33e-04
2024-04-28 13:19:19 transreid.train INFO: Epoch[4] Iter[20/47] Loss: 7.642, Acc: 0.153, Base Lr: 3.33e-04
2024-04-28 13:19:21 transreid.train INFO: Epoch[4] Iter[30/47] Loss: 7.615, Acc: 0.182, Base Lr: 3.33e-04
2024-04-28 13:19:23 transreid.train INFO: Epoch[4] Iter[40/47] Loss: 7.570, Acc: 0.240, Base Lr: 3.33e-04
2024-04-28 13:19:23 transreid.train INFO: Epoch 4 done. Time per epoch: 10.072[s] Speed: 1118.4[samples/s]
2024-04-28 13:19:27 transreid.train INFO: Epoch[5] Iter[10/47] Loss: 7.594, Acc: 0.277, Base Lr: 4.12e-04
2024-04-28 13:19:29 transreid.train INFO: Epoch[5] Iter[20/47] Loss: 7.507, Acc: 0.288, Base Lr: 4.12e-04
2024-04-28 13:19:31 transreid.train INFO: Epoch[5] Iter[30/47] Loss: 7.454, Acc: 0.327, Base Lr: 4.12e-04
2024-04-28 13:19:33 transreid.train INFO: Epoch[5] Iter[40/47] Loss: 7.414, Acc: 0.378, Base Lr: 4.12e-04
2024-04-28 13:19:34 transreid.train INFO: Epoch 5 done. Time per epoch: 10.054[s] Speed: 1120.3[samples/s]
2024-04-28 13:19:37 transreid.train INFO: Epoch[6] Iter[10/47] Loss: 7.227, Acc: 0.309, Base Lr: 4.91e-04
2024-04-28 13:19:39 transreid.train INFO: Epoch[6] Iter[20/47] Loss: 7.213, Acc: 0.336, Base Lr: 4.91e-04
2024-04-28 13:19:41 transreid.train INFO: Epoch[6] Iter[30/47] Loss: 7.149, Acc: 0.377, Base Lr: 4.91e-04
2024-04-28 13:19:43 transreid.train INFO: Epoch[6] Iter[40/47] Loss: 7.098, Acc: 0.432, Base Lr: 4.91e-04
2024-04-28 13:19:44 transreid.train INFO: Epoch 6 done. Time per epoch: 10.134[s] Speed: 1111.5[samples/s]
2024-04-28 13:19:47 transreid.train INFO: Epoch[7] Iter[10/47] Loss: 7.004, Acc: 0.330, Base Lr: 5.70e-04
2024-04-28 13:19:49 transreid.train INFO: Epoch[7] Iter[20/47] Loss: 7.043, Acc: 0.353, Base Lr: 5.70e-04
2024-04-28 13:19:51 transreid.train INFO: Epoch[7] Iter[30/47] Loss: 7.015, Acc: 0.401, Base Lr: 5.70e-04
2024-04-28 13:19:53 transreid.train INFO: Epoch[7] Iter[40/47] Loss: 6.979, Acc: 0.458, Base Lr: 5.70e-04
2024-04-28 13:19:54 transreid.train INFO: Epoch 7 done. Time per epoch: 10.237[s] Speed: 1100.3[samples/s]
2024-04-28 13:19:57 transreid.train INFO: Epoch[8] Iter[10/47] Loss: 6.884, Acc: 0.350, Base Lr: 6.50e-04
2024-04-28 13:19:59 transreid.train INFO: Epoch[8] Iter[20/47] Loss: 6.875, Acc: 0.364, Base Lr: 6.50e-04
2024-04-28 13:20:01 transreid.train INFO: Epoch[8] Iter[30/47] Loss: 6.817, Acc: 0.412, Base Lr: 6.50e-04
2024-04-28 13:20:03 transreid.train INFO: Epoch[8] Iter[40/47] Loss: 6.776, Acc: 0.463, Base Lr: 6.50e-04
2024-04-28 13:20:04 transreid.train INFO: Epoch 8 done. Time per epoch: 10.018[s] Speed: 1124.4[samples/s]
2024-04-28 13:20:07 transreid.train INFO: Epoch[9] Iter[10/47] Loss: 6.793, Acc: 0.334, Base Lr: 7.29e-04
2024-04-28 13:20:09 transreid.train INFO: Epoch[9] Iter[20/47] Loss: 6.752, Acc: 0.359, Base Lr: 7.29e-04
2024-04-28 13:20:11 transreid.train INFO: Epoch[9] Iter[30/47] Loss: 6.669, Acc: 0.410, Base Lr: 7.29e-04
2024-04-28 13:20:13 transreid.train INFO: Epoch[9] Iter[40/47] Loss: 6.591, Acc: 0.474, Base Lr: 7.29e-04
2024-04-28 13:20:14 transreid.train INFO: Epoch 9 done. Time per epoch: 10.095[s] Speed: 1115.8[samples/s]
2024-04-28 13:20:17 transreid.train INFO: Epoch[10] Iter[10/47] Loss: 6.568, Acc: 0.338, Base Lr: 8.08e-04
2024-04-28 13:20:19 transreid.train INFO: Epoch[10] Iter[20/47] Loss: 6.567, Acc: 0.359, Base Lr: 8.08e-04
2024-04-28 13:20:21 transreid.train INFO: Epoch[10] Iter[30/47] Loss: 6.499, Acc: 0.417, Base Lr: 8.08e-04
2024-04-28 13:20:23 transreid.train INFO: Epoch[10] Iter[40/47] Loss: 6.430, Acc: 0.475, Base Lr: 8.08e-04
2024-04-28 13:20:24 transreid.train INFO: Epoch 10 done. Time per epoch: 10.141[s] Speed: 1110.7[samples/s]
2024-04-28 13:20:27 transreid.train INFO: Epoch[11] Iter[10/47] Loss: 6.512, Acc: 0.338, Base Lr: 8.87e-04
2024-04-28 13:20:29 transreid.train INFO: Epoch[11] Iter[20/47] Loss: 6.412, Acc: 0.371, Base Lr: 8.87e-04
2024-04-28 13:20:31 transreid.train INFO: Epoch[11] Iter[30/47] Loss: 6.310, Acc: 0.410, Base Lr: 8.87e-04
2024-04-28 13:20:33 transreid.train INFO: Epoch[11] Iter[40/47] Loss: 6.236, Acc: 0.474, Base Lr: 8.87e-04
2024-04-28 13:20:34 transreid.train INFO: Epoch 11 done. Time per epoch: 10.102[s] Speed: 1115.0[samples/s]
2024-04-28 13:20:37 transreid.train INFO: Epoch[12] Iter[10/47] Loss: 6.165, Acc: 0.372, Base Lr: 9.66e-04
2024-04-28 13:20:39 transreid.train INFO: Epoch[12] Iter[20/47] Loss: 6.145, Acc: 0.379, Base Lr: 9.66e-04
2024-04-28 13:20:41 transreid.train INFO: Epoch[12] Iter[30/47] Loss: 6.088, Acc: 0.415, Base Lr: 9.66e-04
2024-04-28 13:20:43 transreid.train INFO: Epoch[12] Iter[40/47] Loss: 5.994, Acc: 0.468, Base Lr: 9.66e-04
2024-04-28 13:20:44 transreid.train INFO: Epoch 12 done. Time per epoch: 9.975[s] Speed: 1129.2[samples/s]
2024-04-28 13:20:47 transreid.train INFO: Epoch[13] Iter[10/47] Loss: 6.090, Acc: 0.314, Base Lr: 1.05e-03
2024-04-28 13:20:49 transreid.train INFO: Epoch[13] Iter[20/47] Loss: 6.011, Acc: 0.346, Base Lr: 1.05e-03
2024-04-28 13:20:51 transreid.train INFO: Epoch[13] Iter[30/47] Loss: 5.931, Acc: 0.392, Base Lr: 1.05e-03
2024-04-28 13:20:53 transreid.train INFO: Epoch[13] Iter[40/47] Loss: 5.812, Acc: 0.457, Base Lr: 1.05e-03
2024-04-28 13:20:54 transreid.train INFO: Epoch 13 done. Time per epoch: 10.047[s] Speed: 1121.1[samples/s]
2024-04-28 13:20:57 transreid.train INFO: Epoch[14] Iter[10/47] Loss: 5.930, Acc: 0.314, Base Lr: 1.12e-03
2024-04-28 13:20:59 transreid.train INFO: Epoch[14] Iter[20/47] Loss: 5.830, Acc: 0.357, Base Lr: 1.12e-03
2024-04-28 13:21:01 transreid.train INFO: Epoch[14] Iter[30/47] Loss: 5.722, Acc: 0.402, Base Lr: 1.12e-03
2024-04-28 13:21:03 transreid.train INFO: Epoch[14] Iter[40/47] Loss: 5.574, Acc: 0.462, Base Lr: 1.12e-03
2024-04-28 13:21:04 transreid.train INFO: Epoch 14 done. Time per epoch: 10.103[s] Speed: 1114.9[samples/s]
2024-04-28 13:21:08 transreid.train INFO: Epoch[15] Iter[10/47] Loss: 5.672, Acc: 0.330, Base Lr: 1.20e-03
2024-04-28 13:21:10 transreid.train INFO: Epoch[15] Iter[20/47] Loss: 5.588, Acc: 0.351, Base Lr: 1.20e-03
2024-04-28 13:21:12 transreid.train INFO: Epoch[15] Iter[30/47] Loss: 5.444, Acc: 0.394, Base Lr: 1.20e-03
2024-04-28 13:21:14 transreid.train INFO: Epoch[15] Iter[40/47] Loss: 5.294, Acc: 0.455, Base Lr: 1.20e-03
2024-04-28 13:21:14 transreid.train INFO: Epoch 15 done. Time per epoch: 10.072[s] Speed: 1118.4[samples/s]
2024-04-28 13:21:18 transreid.train INFO: Epoch[16] Iter[10/47] Loss: 5.504, Acc: 0.299, Base Lr: 1.28e-03
2024-04-28 13:21:20 transreid.train INFO: Epoch[16] Iter[20/47] Loss: 5.388, Acc: 0.338, Base Lr: 1.28e-03
2024-04-28 13:21:22 transreid.train INFO: Epoch[16] Iter[30/47] Loss: 5.238, Acc: 0.390, Base Lr: 1.28e-03
2024-04-28 13:21:24 transreid.train INFO: Epoch[16] Iter[40/47] Loss: 5.048, Acc: 0.453, Base Lr: 1.28e-03
2024-04-28 13:21:25 transreid.train INFO: Epoch 16 done. Time per epoch: 10.317[s] Speed: 1091.7[samples/s]
2024-04-28 13:21:28 transreid.train INFO: Epoch[17] Iter[10/47] Loss: 5.257, Acc: 0.302, Base Lr: 1.36e-03
2024-04-28 13:21:30 transreid.train INFO: Epoch[17] Iter[20/47] Loss: 5.165, Acc: 0.337, Base Lr: 1.36e-03
2024-04-28 13:21:32 transreid.train INFO: Epoch[17] Iter[30/47] Loss: 5.001, Acc: 0.385, Base Lr: 1.36e-03
2024-04-28 13:21:34 transreid.train INFO: Epoch[17] Iter[40/47] Loss: 4.790, Acc: 0.450, Base Lr: 1.36e-03
2024-04-28 13:21:35 transreid.train INFO: Epoch 17 done. Time per epoch: 10.089[s] Speed: 1116.5[samples/s]
2024-04-28 13:21:38 transreid.train INFO: Epoch[18] Iter[10/47] Loss: 4.956, Acc: 0.339, Base Lr: 1.44e-03
2024-04-28 13:21:40 transreid.train INFO: Epoch[18] Iter[20/47] Loss: 4.879, Acc: 0.364, Base Lr: 1.44e-03
2024-04-28 13:21:42 transreid.train INFO: Epoch[18] Iter[30/47] Loss: 4.729, Acc: 0.400, Base Lr: 1.44e-03
2024-04-28 13:21:44 transreid.train INFO: Epoch[18] Iter[40/47] Loss: 4.508, Acc: 0.466, Base Lr: 1.44e-03
2024-04-28 13:21:45 transreid.train INFO: Epoch 18 done. Time per epoch: 10.046[s] Speed: 1121.2[samples/s]
2024-04-28 13:21:48 transreid.train INFO: Epoch[19] Iter[10/47] Loss: 4.821, Acc: 0.359, Base Lr: 1.52e-03
2024-04-28 13:21:50 transreid.train INFO: Epoch[19] Iter[20/47] Loss: 4.690, Acc: 0.387, Base Lr: 1.52e-03
2024-04-28 13:21:52 transreid.train INFO: Epoch[19] Iter[30/47] Loss: 4.504, Acc: 0.434, Base Lr: 1.52e-03
2024-04-28 13:21:54 transreid.train INFO: Epoch[19] Iter[40/47] Loss: 4.297, Acc: 0.488, Base Lr: 1.52e-03
2024-04-28 13:21:55 transreid.train INFO: Epoch 19 done. Time per epoch: 10.053[s] Speed: 1120.5[samples/s]
2024-04-28 13:21:58 transreid.train INFO: Epoch[20] Iter[10/47] Loss: 4.652, Acc: 0.316, Base Lr: 1.49e-03
2024-04-28 13:22:00 transreid.train INFO: Epoch[20] Iter[20/47] Loss: 4.457, Acc: 0.375, Base Lr: 1.49e-03
2024-04-28 13:22:02 transreid.train INFO: Epoch[20] Iter[30/47] Loss: 4.253, Acc: 0.436, Base Lr: 1.49e-03
2024-04-28 13:22:04 transreid.train INFO: Epoch[20] Iter[40/47] Loss: 3.989, Acc: 0.504, Base Lr: 1.49e-03
2024-04-28 13:22:05 transreid.train INFO: Epoch 20 done. Time per epoch: 10.017[s] Speed: 1124.4[samples/s]
2024-04-28 13:22:08 transreid.train INFO: Epoch[21] Iter[10/47] Loss: 4.390, Acc: 0.373, Base Lr: 1.48e-03
2024-04-28 13:22:10 transreid.train INFO: Epoch[21] Iter[20/47] Loss: 4.181, Acc: 0.415, Base Lr: 1.48e-03
2024-04-28 13:22:12 transreid.train INFO: Epoch[21] Iter[30/47] Loss: 3.999, Acc: 0.462, Base Lr: 1.48e-03
2024-04-28 13:22:14 transreid.train INFO: Epoch[21] Iter[40/47] Loss: 3.730, Acc: 0.536, Base Lr: 1.48e-03
2024-04-28 13:22:15 transreid.train INFO: Epoch 21 done. Time per epoch: 9.996[s] Speed: 1126.8[samples/s]
2024-04-28 13:22:18 transreid.train INFO: Epoch[22] Iter[10/47] Loss: 4.149, Acc: 0.394, Base Lr: 1.47e-03
2024-04-28 13:22:20 transreid.train INFO: Epoch[22] Iter[20/47] Loss: 3.907, Acc: 0.452, Base Lr: 1.47e-03
2024-04-28 13:22:22 transreid.train INFO: Epoch[22] Iter[30/47] Loss: 3.683, Acc: 0.506, Base Lr: 1.47e-03
2024-04-28 13:22:24 transreid.train INFO: Epoch[22] Iter[40/47] Loss: 3.438, Acc: 0.568, Base Lr: 1.47e-03
2024-04-28 13:22:25 transreid.train INFO: Epoch 22 done. Time per epoch: 10.029[s] Speed: 1123.1[samples/s]
2024-04-28 13:22:28 transreid.train INFO: Epoch[23] Iter[10/47] Loss: 4.043, Acc: 0.409, Base Lr: 1.46e-03
2024-04-28 13:22:30 transreid.train INFO: Epoch[23] Iter[20/47] Loss: 3.792, Acc: 0.445, Base Lr: 1.46e-03
2024-04-28 13:22:32 transreid.train INFO: Epoch[23] Iter[30/47] Loss: 3.540, Acc: 0.507, Base Lr: 1.46e-03
2024-04-28 13:22:34 transreid.train INFO: Epoch[23] Iter[40/47] Loss: 3.235, Acc: 0.587, Base Lr: 1.46e-03
2024-04-28 13:22:35 transreid.train INFO: Epoch 23 done. Time per epoch: 10.250[s] Speed: 1098.9[samples/s]
2024-04-28 13:22:38 transreid.train INFO: Epoch[24] Iter[10/47] Loss: 3.707, Acc: 0.420, Base Lr: 1.45e-03
2024-04-28 13:22:40 transreid.train INFO: Epoch[24] Iter[20/47] Loss: 3.470, Acc: 0.481, Base Lr: 1.45e-03
2024-04-28 13:22:42 transreid.train INFO: Epoch[24] Iter[30/47] Loss: 3.259, Acc: 0.544, Base Lr: 1.45e-03
2024-04-28 13:22:44 transreid.train INFO: Epoch[24] Iter[40/47] Loss: 2.960, Acc: 0.615, Base Lr: 1.45e-03
2024-04-28 13:22:45 transreid.train INFO: Epoch 24 done. Time per epoch: 10.032[s] Speed: 1122.8[samples/s]
2024-04-28 13:22:48 transreid.train INFO: Epoch[25] Iter[10/47] Loss: 3.527, Acc: 0.472, Base Lr: 1.44e-03
2024-04-28 13:22:51 transreid.train INFO: Epoch[25] Iter[20/47] Loss: 3.294, Acc: 0.518, Base Lr: 1.44e-03
2024-04-28 13:22:53 transreid.train INFO: Epoch[25] Iter[30/47] Loss: 3.072, Acc: 0.578, Base Lr: 1.44e-03
2024-04-28 13:22:55 transreid.train INFO: Epoch[25] Iter[40/47] Loss: 2.788, Acc: 0.642, Base Lr: 1.44e-03
2024-04-28 13:22:55 transreid.train INFO: Epoch 25 done. Time per epoch: 10.160[s] Speed: 1108.6[samples/s]
2024-04-28 13:22:59 transreid.train INFO: Epoch[26] Iter[10/47] Loss: 3.337, Acc: 0.481, Base Lr: 1.42e-03
2024-04-28 13:23:01 transreid.train INFO: Epoch[26] Iter[20/47] Loss: 3.104, Acc: 0.537, Base Lr: 1.42e-03
2024-04-28 13:23:03 transreid.train INFO: Epoch[26] Iter[30/47] Loss: 2.878, Acc: 0.599, Base Lr: 1.42e-03
2024-04-28 13:23:05 transreid.train INFO: Epoch[26] Iter[40/47] Loss: 2.603, Acc: 0.664, Base Lr: 1.42e-03
2024-04-28 13:23:06 transreid.train INFO: Epoch 26 done. Time per epoch: 10.169[s] Speed: 1107.7[samples/s]
2024-04-28 13:23:09 transreid.train INFO: Epoch[27] Iter[10/47] Loss: 3.102, Acc: 0.527, Base Lr: 1.41e-03
2024-04-28 13:23:11 transreid.train INFO: Epoch[27] Iter[20/47] Loss: 2.977, Acc: 0.564, Base Lr: 1.41e-03
2024-04-28 13:23:13 transreid.train INFO: Epoch[27] Iter[30/47] Loss: 2.743, Acc: 0.617, Base Lr: 1.41e-03
2024-04-28 13:23:15 transreid.train INFO: Epoch[27] Iter[40/47] Loss: 2.446, Acc: 0.687, Base Lr: 1.41e-03
2024-04-28 13:23:16 transreid.train INFO: Epoch 27 done. Time per epoch: 10.188[s] Speed: 1105.6[samples/s]
2024-04-28 13:23:19 transreid.train INFO: Epoch[28] Iter[10/47] Loss: 3.015, Acc: 0.542, Base Lr: 1.39e-03
2024-04-28 13:23:21 transreid.train INFO: Epoch[28] Iter[20/47] Loss: 2.830, Acc: 0.591, Base Lr: 1.39e-03
2024-04-28 13:23:23 transreid.train INFO: Epoch[28] Iter[30/47] Loss: 2.603, Acc: 0.647, Base Lr: 1.39e-03
2024-04-28 13:23:25 transreid.train INFO: Epoch[28] Iter[40/47] Loss: 2.331, Acc: 0.706, Base Lr: 1.39e-03
2024-04-28 13:23:26 transreid.train INFO: Epoch 28 done. Time per epoch: 10.021[s] Speed: 1124.1[samples/s]
2024-04-28 13:23:29 transreid.train INFO: Epoch[29] Iter[10/47] Loss: 2.936, Acc: 0.563, Base Lr: 1.38e-03
2024-04-28 13:23:31 transreid.train INFO: Epoch[29] Iter[20/47] Loss: 2.665, Acc: 0.615, Base Lr: 1.38e-03
2024-04-28 13:23:33 transreid.train INFO: Epoch[29] Iter[30/47] Loss: 2.428, Acc: 0.669, Base Lr: 1.38e-03
2024-04-28 13:23:35 transreid.train INFO: Epoch[29] Iter[40/47] Loss: 2.155, Acc: 0.728, Base Lr: 1.38e-03
2024-04-28 13:23:36 transreid.train INFO: Epoch 29 done. Time per epoch: 10.160[s] Speed: 1108.7[samples/s]
2024-04-28 13:23:39 transreid.train INFO: Epoch[30] Iter[10/47] Loss: 2.745, Acc: 0.594, Base Lr: 1.37e-03
2024-04-28 13:23:41 transreid.train INFO: Epoch[30] Iter[20/47] Loss: 2.547, Acc: 0.633, Base Lr: 1.37e-03
2024-04-28 13:23:43 transreid.train INFO: Epoch[30] Iter[30/47] Loss: 2.313, Acc: 0.685, Base Lr: 1.37e-03
2024-04-28 13:23:45 transreid.train INFO: Epoch[30] Iter[40/47] Loss: 2.042, Acc: 0.745, Base Lr: 1.37e-03
2024-04-28 13:23:46 transreid.train INFO: Epoch 30 done. Time per epoch: 10.071[s] Speed: 1118.5[samples/s]
2024-04-28 13:23:49 transreid.train INFO: Epoch[31] Iter[10/47] Loss: 2.652, Acc: 0.609, Base Lr: 1.35e-03
2024-04-28 13:23:51 transreid.train INFO: Epoch[31] Iter[20/47] Loss: 2.330, Acc: 0.671, Base Lr: 1.35e-03
2024-04-28 13:23:53 transreid.train INFO: Epoch[31] Iter[30/47] Loss: 2.149, Acc: 0.710, Base Lr: 1.35e-03
2024-04-28 13:23:55 transreid.train INFO: Epoch[31] Iter[40/47] Loss: 1.906, Acc: 0.758, Base Lr: 1.35e-03
2024-04-28 13:23:56 transreid.train INFO: Epoch 31 done. Time per epoch: 9.822[s] Speed: 1120.8[samples/s]
2024-04-28 13:23:59 transreid.train INFO: Epoch[32] Iter[10/47] Loss: 2.586, Acc: 0.591, Base Lr: 1.34e-03
2024-04-28 13:24:01 transreid.train INFO: Epoch[32] Iter[20/47] Loss: 2.349, Acc: 0.651, Base Lr: 1.34e-03
2024-04-28 13:24:03 transreid.train INFO: Epoch[32] Iter[30/47] Loss: 2.065, Acc: 0.718, Base Lr: 1.34e-03
2024-04-28 13:24:05 transreid.train INFO: Epoch[32] Iter[40/47] Loss: 1.800, Acc: 0.775, Base Lr: 1.34e-03
2024-04-28 13:24:06 transreid.train INFO: Epoch 32 done. Time per epoch: 10.164[s] Speed: 1108.2[samples/s]
2024-04-28 13:24:09 transreid.train INFO: Epoch[33] Iter[10/47] Loss: 2.483, Acc: 0.614, Base Lr: 1.32e-03
2024-04-28 13:24:11 transreid.train INFO: Epoch[33] Iter[20/47] Loss: 2.169, Acc: 0.685, Base Lr: 1.32e-03
2024-04-28 13:24:13 transreid.train INFO: Epoch[33] Iter[30/47] Loss: 1.955, Acc: 0.737, Base Lr: 1.32e-03
2024-04-28 13:24:15 transreid.train INFO: Epoch[33] Iter[40/47] Loss: 1.712, Acc: 0.787, Base Lr: 1.32e-03
2024-04-28 13:24:16 transreid.train INFO: Epoch 33 done. Time per epoch: 10.053[s] Speed: 1120.5[samples/s]
2024-04-28 13:24:19 transreid.train INFO: Epoch[34] Iter[10/47] Loss: 2.355, Acc: 0.644, Base Lr: 1.30e-03
2024-04-28 13:24:21 transreid.train INFO: Epoch[34] Iter[20/47] Loss: 2.135, Acc: 0.683, Base Lr: 1.30e-03
2024-04-28 13:24:23 transreid.train INFO: Epoch[34] Iter[30/47] Loss: 1.887, Acc: 0.742, Base Lr: 1.30e-03
2024-04-28 13:24:25 transreid.train INFO: Epoch[34] Iter[40/47] Loss: 1.630, Acc: 0.795, Base Lr: 1.30e-03
2024-04-28 13:24:26 transreid.train INFO: Epoch 34 done. Time per epoch: 10.112[s] Speed: 1113.9[samples/s]
2024-04-28 13:24:29 transreid.train INFO: Epoch[35] Iter[10/47] Loss: 2.228, Acc: 0.654, Base Lr: 1.29e-03
2024-04-28 13:24:31 transreid.train INFO: Epoch[35] Iter[20/47] Loss: 1.990, Acc: 0.704, Base Lr: 1.29e-03
2024-04-28 13:24:34 transreid.train INFO: Epoch[35] Iter[30/47] Loss: 1.742, Acc: 0.764, Base Lr: 1.29e-03
2024-04-28 13:24:36 transreid.train INFO: Epoch[35] Iter[40/47] Loss: 1.525, Acc: 0.810, Base Lr: 1.29e-03
2024-04-28 13:24:36 transreid.train INFO: Epoch 35 done. Time per epoch: 10.190[s] Speed: 1105.4[samples/s]
2024-04-28 13:24:40 transreid.train INFO: Epoch[36] Iter[10/47] Loss: 2.163, Acc: 0.662, Base Lr: 1.27e-03
2024-04-28 13:24:42 transreid.train INFO: Epoch[36] Iter[20/47] Loss: 1.960, Acc: 0.708, Base Lr: 1.27e-03
2024-04-28 13:24:44 transreid.train INFO: Epoch[36] Iter[30/47] Loss: 1.703, Acc: 0.769, Base Lr: 1.27e-03
2024-04-28 13:24:46 transreid.train INFO: Epoch[36] Iter[40/47] Loss: 1.482, Acc: 0.816, Base Lr: 1.27e-03
2024-04-28 13:24:47 transreid.train INFO: Epoch 36 done. Time per epoch: 10.110[s] Speed: 1114.1[samples/s]
2024-04-28 13:24:50 transreid.train INFO: Epoch[37] Iter[10/47] Loss: 2.041, Acc: 0.679, Base Lr: 1.25e-03
2024-04-28 13:24:52 transreid.train INFO: Epoch[37] Iter[20/47] Loss: 1.808, Acc: 0.735, Base Lr: 1.25e-03
2024-04-28 13:24:54 transreid.train INFO: Epoch[37] Iter[30/47] Loss: 1.579, Acc: 0.789, Base Lr: 1.25e-03
2024-04-28 13:24:56 transreid.train INFO: Epoch[37] Iter[40/47] Loss: 1.390, Acc: 0.828, Base Lr: 1.25e-03
2024-04-28 13:24:56 transreid.train INFO: Epoch 37 done. Time per epoch: 9.852[s] Speed: 1117.3[samples/s]
2024-04-28 13:25:00 transreid.train INFO: Epoch[38] Iter[10/47] Loss: 1.886, Acc: 0.699, Base Lr: 1.24e-03
2024-04-28 13:25:02 transreid.train INFO: Epoch[38] Iter[20/47] Loss: 1.726, Acc: 0.742, Base Lr: 1.24e-03
2024-04-28 13:25:04 transreid.train INFO: Epoch[38] Iter[30/47] Loss: 1.536, Acc: 0.789, Base Lr: 1.24e-03
2024-04-28 13:25:06 transreid.train INFO: Epoch[38] Iter[40/47] Loss: 1.339, Acc: 0.833, Base Lr: 1.24e-03
2024-04-28 13:25:06 transreid.train INFO: Epoch 38 done. Time per epoch: 9.999[s] Speed: 1126.5[samples/s]
2024-04-28 13:25:09 transreid.train INFO: Epoch[39] Iter[10/47] Loss: 1.894, Acc: 0.696, Base Lr: 1.22e-03
2024-04-28 13:25:11 transreid.train INFO: Epoch[39] Iter[20/47] Loss: 1.668, Acc: 0.753, Base Lr: 1.22e-03
2024-04-28 13:25:14 transreid.train INFO: Epoch[39] Iter[30/47] Loss: 1.468, Acc: 0.799, Base Lr: 1.22e-03
2024-04-28 13:25:15 transreid.train INFO: Epoch[39] Iter[40/47] Loss: 1.269, Acc: 0.840, Base Lr: 1.22e-03
2024-04-28 13:25:16 transreid.train INFO: Epoch 39 done. Time per epoch: 9.991[s] Speed: 1127.4[samples/s]
2024-04-28 13:25:19 transreid.train INFO: Epoch[40] Iter[10/47] Loss: 1.842, Acc: 0.721, Base Lr: 1.20e-03
2024-04-28 13:25:21 transreid.train INFO: Epoch[40] Iter[20/47] Loss: 1.601, Acc: 0.769, Base Lr: 1.20e-03
2024-04-28 13:25:24 transreid.train INFO: Epoch[40] Iter[30/47] Loss: 1.396, Acc: 0.814, Base Lr: 1.20e-03
2024-04-28 13:25:25 transreid.train INFO: Epoch[40] Iter[40/47] Loss: 1.216, Acc: 0.851, Base Lr: 1.20e-03
2024-04-28 13:25:26 transreid.train INFO: Epoch 40 done. Time per epoch: 10.031[s] Speed: 1122.9[samples/s]
2024-04-28 13:25:41 transreid.train INFO: Validation Results - Epoch: 40
2024-04-28 13:25:41 transreid.train INFO: mAP: 92.0%
2024-04-28 13:25:41 transreid.train INFO: CMC curve, Rank-1  :96.4%
2024-04-28 13:25:41 transreid.train INFO: CMC curve, Rank-5  :98.8%
2024-04-28 13:25:41 transreid.train INFO: CMC curve, Rank-10 :99.2%
2024-04-28 13:25:44 transreid.train INFO: Epoch[41] Iter[10/47] Loss: 1.795, Acc: 0.702, Base Lr: 1.18e-03
2024-04-28 13:25:46 transreid.train INFO: Epoch[41] Iter[20/47] Loss: 1.536, Acc: 0.772, Base Lr: 1.18e-03
2024-04-28 13:25:48 transreid.train INFO: Epoch[41] Iter[30/47] Loss: 1.345, Acc: 0.818, Base Lr: 1.18e-03
2024-04-28 13:25:50 transreid.train INFO: Epoch[41] Iter[40/47] Loss: 1.164, Acc: 0.854, Base Lr: 1.18e-03
2024-04-28 13:25:51 transreid.train INFO: Epoch 41 done. Time per epoch: 10.388[s] Speed: 1084.3[samples/s]
2024-04-28 13:25:55 transreid.train INFO: Epoch[42] Iter[10/47] Loss: 1.688, Acc: 0.733, Base Lr: 1.16e-03
2024-04-28 13:25:57 transreid.train INFO: Epoch[42] Iter[20/47] Loss: 1.447, Acc: 0.790, Base Lr: 1.16e-03
2024-04-28 13:25:59 transreid.train INFO: Epoch[42] Iter[30/47] Loss: 1.271, Acc: 0.829, Base Lr: 1.16e-03
2024-04-28 13:26:01 transreid.train INFO: Epoch[42] Iter[40/47] Loss: 1.102, Acc: 0.862, Base Lr: 1.16e-03
2024-04-28 13:26:02 transreid.train INFO: Epoch 42 done. Time per epoch: 10.269[s] Speed: 1096.9[samples/s]
2024-04-28 13:26:05 transreid.train INFO: Epoch[43] Iter[10/47] Loss: 1.672, Acc: 0.739, Base Lr: 1.15e-03
2024-04-28 13:26:07 transreid.train INFO: Epoch[43] Iter[20/47] Loss: 1.454, Acc: 0.794, Base Lr: 1.15e-03
2024-04-28 13:26:09 transreid.train INFO: Epoch[43] Iter[30/47] Loss: 1.263, Acc: 0.835, Base Lr: 1.15e-03
2024-04-28 13:26:11 transreid.train INFO: Epoch[43] Iter[40/47] Loss: 1.083, Acc: 0.867, Base Lr: 1.15e-03
2024-04-28 13:26:12 transreid.train INFO: Epoch 43 done. Time per epoch: 10.192[s] Speed: 1105.2[samples/s]
2024-04-28 13:26:15 transreid.train INFO: Epoch[44] Iter[10/47] Loss: 1.626, Acc: 0.754, Base Lr: 1.13e-03
2024-04-28 13:26:17 transreid.train INFO: Epoch[44] Iter[20/47] Loss: 1.401, Acc: 0.799, Base Lr: 1.13e-03
2024-04-28 13:26:19 transreid.train INFO: Epoch[44] Iter[30/47] Loss: 1.199, Acc: 0.841, Base Lr: 1.13e-03
2024-04-28 13:26:21 transreid.train INFO: Epoch[44] Iter[40/47] Loss: 1.035, Acc: 0.874, Base Lr: 1.13e-03
2024-04-28 13:26:22 transreid.train INFO: Epoch 44 done. Time per epoch: 10.252[s] Speed: 1098.7[samples/s]
2024-04-28 13:26:25 transreid.train INFO: Epoch[45] Iter[10/47] Loss: 1.559, Acc: 0.757, Base Lr: 1.11e-03
2024-04-28 13:26:27 transreid.train INFO: Epoch[45] Iter[20/47] Loss: 1.323, Acc: 0.815, Base Lr: 1.11e-03
2024-04-28 13:26:29 transreid.train INFO: Epoch[45] Iter[30/47] Loss: 1.147, Acc: 0.852, Base Lr: 1.11e-03
2024-04-28 13:26:31 transreid.train INFO: Epoch[45] Iter[40/47] Loss: 1.000, Acc: 0.881, Base Lr: 1.11e-03
2024-04-28 13:26:32 transreid.train INFO: Epoch 45 done. Time per epoch: 10.121[s] Speed: 1113.0[samples/s]
2024-04-28 13:26:35 transreid.train INFO: Epoch[46] Iter[10/47] Loss: 1.431, Acc: 0.794, Base Lr: 1.09e-03
2024-04-28 13:26:37 transreid.train INFO: Epoch[46] Iter[20/47] Loss: 1.279, Acc: 0.828, Base Lr: 1.09e-03
2024-04-28 13:26:39 transreid.train INFO: Epoch[46] Iter[30/47] Loss: 1.123, Acc: 0.859, Base Lr: 1.09e-03
2024-04-28 13:26:41 transreid.train INFO: Epoch[46] Iter[40/47] Loss: 0.966, Acc: 0.888, Base Lr: 1.09e-03
2024-04-28 13:26:42 transreid.train INFO: Epoch 46 done. Time per epoch: 10.100[s] Speed: 1115.3[samples/s]
2024-04-28 13:26:45 transreid.train INFO: Epoch[47] Iter[10/47] Loss: 1.461, Acc: 0.796, Base Lr: 1.07e-03
2024-04-28 13:26:48 transreid.train INFO: Epoch[47] Iter[20/47] Loss: 1.298, Acc: 0.831, Base Lr: 1.07e-03
2024-04-28 13:26:50 transreid.train INFO: Epoch[47] Iter[30/47] Loss: 1.091, Acc: 0.871, Base Lr: 1.07e-03
2024-04-28 13:26:52 transreid.train INFO: Epoch[47] Iter[40/47] Loss: 0.932, Acc: 0.897, Base Lr: 1.07e-03
2024-04-28 13:26:53 transreid.train INFO: Epoch 47 done. Time per epoch: 10.222[s] Speed: 1102.0[samples/s]
2024-04-28 13:26:56 transreid.train INFO: Epoch[48] Iter[10/47] Loss: 1.469, Acc: 0.777, Base Lr: 1.05e-03
2024-04-28 13:26:58 transreid.train INFO: Epoch[48] Iter[20/47] Loss: 1.206, Acc: 0.842, Base Lr: 1.05e-03
2024-04-28 13:27:00 transreid.train INFO: Epoch[48] Iter[30/47] Loss: 1.024, Acc: 0.880, Base Lr: 1.05e-03
2024-04-28 13:27:02 transreid.train INFO: Epoch[48] Iter[40/47] Loss: 0.882, Acc: 0.904, Base Lr: 1.05e-03
2024-04-28 13:27:03 transreid.train INFO: Epoch 48 done. Time per epoch: 10.348[s] Speed: 1088.5[samples/s]
2024-04-28 13:27:06 transreid.train INFO: Epoch[49] Iter[10/47] Loss: 1.408, Acc: 0.797, Base Lr: 1.03e-03
2024-04-28 13:27:08 transreid.train INFO: Epoch[49] Iter[20/47] Loss: 1.163, Acc: 0.856, Base Lr: 1.03e-03
2024-04-28 13:27:10 transreid.train INFO: Epoch[49] Iter[30/47] Loss: 0.990, Acc: 0.886, Base Lr: 1.03e-03
2024-04-28 13:27:12 transreid.train INFO: Epoch[49] Iter[40/47] Loss: 0.850, Acc: 0.909, Base Lr: 1.03e-03
2024-04-28 13:27:13 transreid.train INFO: Epoch 49 done. Time per epoch: 10.098[s] Speed: 1115.5[samples/s]
2024-04-28 13:27:16 transreid.train INFO: Epoch[50] Iter[10/47] Loss: 1.379, Acc: 0.807, Base Lr: 1.01e-03
2024-04-28 13:27:18 transreid.train INFO: Epoch[50] Iter[20/47] Loss: 1.161, Acc: 0.854, Base Lr: 1.01e-03
2024-04-28 13:27:20 transreid.train INFO: Epoch[50] Iter[30/47] Loss: 0.996, Acc: 0.884, Base Lr: 1.01e-03
2024-04-28 13:27:22 transreid.train INFO: Epoch[50] Iter[40/47] Loss: 0.838, Acc: 0.910, Base Lr: 1.01e-03
2024-04-28 13:27:23 transreid.train INFO: Epoch 50 done. Time per epoch: 10.052[s] Speed: 1120.5[samples/s]
2024-04-28 13:27:26 transreid.train INFO: Epoch[51] Iter[10/47] Loss: 1.285, Acc: 0.823, Base Lr: 9.88e-04
2024-04-28 13:27:28 transreid.train INFO: Epoch[51] Iter[20/47] Loss: 1.109, Acc: 0.863, Base Lr: 9.88e-04
2024-04-28 13:27:30 transreid.train INFO: Epoch[51] Iter[30/47] Loss: 0.954, Acc: 0.894, Base Lr: 9.88e-04
2024-04-28 13:27:32 transreid.train INFO: Epoch[51] Iter[40/47] Loss: 0.811, Acc: 0.917, Base Lr: 9.88e-04
2024-04-28 13:27:33 transreid.train INFO: Epoch 51 done. Time per epoch: 10.270[s] Speed: 1096.8[samples/s]
2024-04-28 13:27:36 transreid.train INFO: Epoch[52] Iter[10/47] Loss: 1.303, Acc: 0.823, Base Lr: 9.68e-04
2024-04-28 13:27:38 transreid.train INFO: Epoch[52] Iter[20/47] Loss: 1.103, Acc: 0.862, Base Lr: 9.68e-04
2024-04-28 13:27:41 transreid.train INFO: Epoch[52] Iter[30/47] Loss: 0.918, Acc: 0.900, Base Lr: 9.68e-04
2024-04-28 13:27:43 transreid.train INFO: Epoch[52] Iter[40/47] Loss: 0.778, Acc: 0.922, Base Lr: 9.68e-04
2024-04-28 13:27:43 transreid.train INFO: Epoch 52 done. Time per epoch: 10.175[s] Speed: 1107.0[samples/s]
2024-04-28 13:27:47 transreid.train INFO: Epoch[53] Iter[10/47] Loss: 1.093, Acc: 0.867, Base Lr: 9.47e-04
2024-04-28 13:27:49 transreid.train INFO: Epoch[53] Iter[20/47] Loss: 0.989, Acc: 0.885, Base Lr: 9.47e-04
2024-04-28 13:27:51 transreid.train INFO: Epoch[53] Iter[30/47] Loss: 0.861, Acc: 0.910, Base Lr: 9.47e-04
2024-04-28 13:27:53 transreid.train INFO: Epoch[53] Iter[40/47] Loss: 0.742, Acc: 0.927, Base Lr: 9.47e-04
2024-04-28 13:27:54 transreid.train INFO: Epoch 53 done. Time per epoch: 10.334[s] Speed: 1090.0[samples/s]
2024-04-28 13:27:57 transreid.train INFO: Epoch[54] Iter[10/47] Loss: 1.157, Acc: 0.851, Base Lr: 9.26e-04
2024-04-28 13:27:59 transreid.train INFO: Epoch[54] Iter[20/47] Loss: 1.009, Acc: 0.880, Base Lr: 9.26e-04
2024-04-28 13:28:01 transreid.train INFO: Epoch[54] Iter[30/47] Loss: 0.857, Acc: 0.907, Base Lr: 9.26e-04
2024-04-28 13:28:03 transreid.train INFO: Epoch[54] Iter[40/47] Loss: 0.725, Acc: 0.928, Base Lr: 9.26e-04
2024-04-28 13:28:04 transreid.train INFO: Epoch 54 done. Time per epoch: 10.106[s] Speed: 1114.6[samples/s]
2024-04-28 13:28:07 transreid.train INFO: Epoch[55] Iter[10/47] Loss: 1.145, Acc: 0.852, Base Lr: 9.06e-04
2024-04-28 13:28:09 transreid.train INFO: Epoch[55] Iter[20/47] Loss: 0.976, Acc: 0.882, Base Lr: 9.06e-04
2024-04-28 13:28:11 transreid.train INFO: Epoch[55] Iter[30/47] Loss: 0.823, Acc: 0.910, Base Lr: 9.06e-04
2024-04-28 13:28:13 transreid.train INFO: Epoch[55] Iter[40/47] Loss: 0.694, Acc: 0.931, Base Lr: 9.06e-04
2024-04-28 13:28:14 transreid.train INFO: Epoch 55 done. Time per epoch: 10.111[s] Speed: 1114.0[samples/s]
2024-04-28 13:28:17 transreid.train INFO: Epoch[56] Iter[10/47] Loss: 1.071, Acc: 0.857, Base Lr: 8.85e-04
2024-04-28 13:28:19 transreid.train INFO: Epoch[56] Iter[20/47] Loss: 0.897, Acc: 0.894, Base Lr: 8.85e-04
2024-04-28 13:28:21 transreid.train INFO: Epoch[56] Iter[30/47] Loss: 0.778, Acc: 0.917, Base Lr: 8.85e-04
2024-04-28 13:28:23 transreid.train INFO: Epoch[56] Iter[40/47] Loss: 0.664, Acc: 0.935, Base Lr: 8.85e-04
2024-04-28 13:28:24 transreid.train INFO: Epoch 56 done. Time per epoch: 10.024[s] Speed: 1098.2[samples/s]
2024-04-28 13:28:27 transreid.train INFO: Epoch[57] Iter[10/47] Loss: 1.068, Acc: 0.863, Base Lr: 8.64e-04
2024-04-28 13:28:29 transreid.train INFO: Epoch[57] Iter[20/47] Loss: 0.929, Acc: 0.891, Base Lr: 8.64e-04
2024-04-28 13:28:31 transreid.train INFO: Epoch[57] Iter[30/47] Loss: 0.766, Acc: 0.920, Base Lr: 8.64e-04
2024-04-28 13:28:33 transreid.train INFO: Epoch[57] Iter[40/47] Loss: 0.657, Acc: 0.936, Base Lr: 8.64e-04
2024-04-28 13:28:34 transreid.train INFO: Epoch 57 done. Time per epoch: 10.217[s] Speed: 1102.5[samples/s]
2024-04-28 13:28:37 transreid.train INFO: Epoch[58] Iter[10/47] Loss: 1.083, Acc: 0.861, Base Lr: 8.43e-04
2024-04-28 13:28:39 transreid.train INFO: Epoch[58] Iter[20/47] Loss: 0.916, Acc: 0.893, Base Lr: 8.43e-04
2024-04-28 13:28:41 transreid.train INFO: Epoch[58] Iter[30/47] Loss: 0.765, Acc: 0.920, Base Lr: 8.43e-04
2024-04-28 13:28:43 transreid.train INFO: Epoch[58] Iter[40/47] Loss: 0.651, Acc: 0.937, Base Lr: 8.43e-04
2024-04-28 13:28:44 transreid.train INFO: Epoch 58 done. Time per epoch: 10.139[s] Speed: 1111.0[samples/s]
2024-04-28 13:28:48 transreid.train INFO: Epoch[59] Iter[10/47] Loss: 1.092, Acc: 0.852, Base Lr: 8.22e-04
2024-04-28 13:28:50 transreid.train INFO: Epoch[59] Iter[20/47] Loss: 0.876, Acc: 0.896, Base Lr: 8.22e-04
2024-04-28 13:28:52 transreid.train INFO: Epoch[59] Iter[30/47] Loss: 0.740, Acc: 0.922, Base Lr: 8.22e-04
2024-04-28 13:28:54 transreid.train INFO: Epoch[59] Iter[40/47] Loss: 0.628, Acc: 0.939, Base Lr: 8.22e-04
2024-04-28 13:28:54 transreid.train INFO: Epoch 59 done. Time per epoch: 10.091[s] Speed: 1116.3[samples/s]
2024-04-28 13:28:58 transreid.train INFO: Epoch[60] Iter[10/47] Loss: 1.035, Acc: 0.861, Base Lr: 8.02e-04
2024-04-28 13:29:00 transreid.train INFO: Epoch[60] Iter[20/47] Loss: 0.896, Acc: 0.891, Base Lr: 8.02e-04
2024-04-28 13:29:02 transreid.train INFO: Epoch[60] Iter[30/47] Loss: 0.729, Acc: 0.920, Base Lr: 8.02e-04
2024-04-28 13:29:04 transreid.train INFO: Epoch[60] Iter[40/47] Loss: 0.622, Acc: 0.939, Base Lr: 8.02e-04
2024-04-28 13:29:05 transreid.train INFO: Epoch 60 done. Time per epoch: 10.294[s] Speed: 1094.2[samples/s]
2024-04-28 13:29:08 transreid.train INFO: Epoch[61] Iter[10/47] Loss: 0.996, Acc: 0.858, Base Lr: 7.81e-04
2024-04-28 13:29:10 transreid.train INFO: Epoch[61] Iter[20/47] Loss: 0.833, Acc: 0.900, Base Lr: 7.81e-04
2024-04-28 13:29:12 transreid.train INFO: Epoch[61] Iter[30/47] Loss: 0.701, Acc: 0.924, Base Lr: 7.81e-04
2024-04-28 13:29:14 transreid.train INFO: Epoch[61] Iter[40/47] Loss: 0.594, Acc: 0.941, Base Lr: 7.81e-04
2024-04-28 13:29:15 transreid.train INFO: Epoch 61 done. Time per epoch: 10.124[s] Speed: 1112.6[samples/s]
2024-04-28 13:29:18 transreid.train INFO: Epoch[62] Iter[10/47] Loss: 0.982, Acc: 0.874, Base Lr: 7.60e-04
2024-04-28 13:29:20 transreid.train INFO: Epoch[62] Iter[20/47] Loss: 0.810, Acc: 0.904, Base Lr: 7.60e-04
2024-04-28 13:29:22 transreid.train INFO: Epoch[62] Iter[30/47] Loss: 0.680, Acc: 0.928, Base Lr: 7.60e-04
2024-04-28 13:29:24 transreid.train INFO: Epoch[62] Iter[40/47] Loss: 0.578, Acc: 0.943, Base Lr: 7.60e-04
2024-04-28 13:29:25 transreid.train INFO: Epoch 62 done. Time per epoch: 10.087[s] Speed: 1116.6[samples/s]
2024-04-28 13:29:28 transreid.train INFO: Epoch[63] Iter[10/47] Loss: 0.999, Acc: 0.870, Base Lr: 7.39e-04
2024-04-28 13:29:30 transreid.train INFO: Epoch[63] Iter[20/47] Loss: 0.810, Acc: 0.905, Base Lr: 7.39e-04
2024-04-28 13:29:32 transreid.train INFO: Epoch[63] Iter[30/47] Loss: 0.671, Acc: 0.929, Base Lr: 7.39e-04
2024-04-28 13:29:34 transreid.train INFO: Epoch[63] Iter[40/47] Loss: 0.567, Acc: 0.945, Base Lr: 7.39e-04
2024-04-28 13:29:35 transreid.train INFO: Epoch 63 done. Time per epoch: 10.163[s] Speed: 1108.4[samples/s]
2024-04-28 13:29:39 transreid.train INFO: Epoch[64] Iter[10/47] Loss: 0.919, Acc: 0.873, Base Lr: 7.18e-04
2024-04-28 13:29:41 transreid.train INFO: Epoch[64] Iter[20/47] Loss: 0.789, Acc: 0.903, Base Lr: 7.18e-04
2024-04-28 13:29:43 transreid.train INFO: Epoch[64] Iter[30/47] Loss: 0.648, Acc: 0.929, Base Lr: 7.18e-04
2024-04-28 13:29:45 transreid.train INFO: Epoch[64] Iter[40/47] Loss: 0.547, Acc: 0.944, Base Lr: 7.18e-04
2024-04-28 13:29:45 transreid.train INFO: Epoch 64 done. Time per epoch: 10.305[s] Speed: 1093.1[samples/s]
2024-04-28 13:29:49 transreid.train INFO: Epoch[65] Iter[10/47] Loss: 0.857, Acc: 0.886, Base Lr: 6.97e-04
2024-04-28 13:29:51 transreid.train INFO: Epoch[65] Iter[20/47] Loss: 0.747, Acc: 0.910, Base Lr: 6.97e-04
2024-04-28 13:29:53 transreid.train INFO: Epoch[65] Iter[30/47] Loss: 0.641, Acc: 0.930, Base Lr: 6.97e-04
2024-04-28 13:29:55 transreid.train INFO: Epoch[65] Iter[40/47] Loss: 0.546, Acc: 0.946, Base Lr: 6.97e-04
2024-04-28 13:29:56 transreid.train INFO: Epoch 65 done. Time per epoch: 10.139[s] Speed: 1111.0[samples/s]
2024-04-28 13:29:59 transreid.train INFO: Epoch[66] Iter[10/47] Loss: 0.875, Acc: 0.879, Base Lr: 6.77e-04
2024-04-28 13:30:01 transreid.train INFO: Epoch[66] Iter[20/47] Loss: 0.735, Acc: 0.906, Base Lr: 6.77e-04
2024-04-28 13:30:03 transreid.train INFO: Epoch[66] Iter[30/47] Loss: 0.618, Acc: 0.930, Base Lr: 6.77e-04
2024-04-28 13:30:05 transreid.train INFO: Epoch[66] Iter[40/47] Loss: 0.526, Acc: 0.944, Base Lr: 6.77e-04
2024-04-28 13:30:06 transreid.train INFO: Epoch 66 done. Time per epoch: 10.074[s] Speed: 1118.1[samples/s]
2024-04-28 13:30:09 transreid.train INFO: Epoch[67] Iter[10/47] Loss: 0.853, Acc: 0.886, Base Lr: 6.56e-04
2024-04-28 13:30:11 transreid.train INFO: Epoch[67] Iter[20/47] Loss: 0.751, Acc: 0.906, Base Lr: 6.56e-04
2024-04-28 13:30:13 transreid.train INFO: Epoch[67] Iter[30/47] Loss: 0.627, Acc: 0.931, Base Lr: 6.56e-04
2024-04-28 13:30:15 transreid.train INFO: Epoch[67] Iter[40/47] Loss: 0.528, Acc: 0.946, Base Lr: 6.56e-04
2024-04-28 13:30:16 transreid.train INFO: Epoch 67 done. Time per epoch: 10.267[s] Speed: 1097.1[samples/s]
2024-04-28 13:30:19 transreid.train INFO: Epoch[68] Iter[10/47] Loss: 0.900, Acc: 0.867, Base Lr: 6.36e-04
2024-04-28 13:30:21 transreid.train INFO: Epoch[68] Iter[20/47] Loss: 0.733, Acc: 0.906, Base Lr: 6.36e-04
2024-04-28 13:30:23 transreid.train INFO: Epoch[68] Iter[30/47] Loss: 0.598, Acc: 0.933, Base Lr: 6.36e-04
2024-04-28 13:30:25 transreid.train INFO: Epoch[68] Iter[40/47] Loss: 0.512, Acc: 0.947, Base Lr: 6.36e-04
2024-04-28 13:30:26 transreid.train INFO: Epoch 68 done. Time per epoch: 10.170[s] Speed: 1107.6[samples/s]
2024-04-28 13:30:29 transreid.train INFO: Epoch[69] Iter[10/47] Loss: 0.953, Acc: 0.860, Base Lr: 6.15e-04
2024-04-28 13:30:31 transreid.train INFO: Epoch[69] Iter[20/47] Loss: 0.719, Acc: 0.907, Base Lr: 6.15e-04
2024-04-28 13:30:33 transreid.train INFO: Epoch[69] Iter[30/47] Loss: 0.602, Acc: 0.932, Base Lr: 6.15e-04
2024-04-28 13:30:35 transreid.train INFO: Epoch[69] Iter[40/47] Loss: 0.510, Acc: 0.947, Base Lr: 6.15e-04
2024-04-28 13:30:36 transreid.train INFO: Epoch 69 done. Time per epoch: 10.174[s] Speed: 1107.1[samples/s]
2024-04-28 13:30:40 transreid.train INFO: Epoch[70] Iter[10/47] Loss: 0.853, Acc: 0.867, Base Lr: 5.95e-04
2024-04-28 13:30:42 transreid.train INFO: Epoch[70] Iter[20/47] Loss: 0.701, Acc: 0.907, Base Lr: 5.95e-04
2024-04-28 13:30:44 transreid.train INFO: Epoch[70] Iter[30/47] Loss: 0.585, Acc: 0.929, Base Lr: 5.95e-04
2024-04-28 13:30:46 transreid.train INFO: Epoch[70] Iter[40/47] Loss: 0.494, Acc: 0.946, Base Lr: 5.95e-04
2024-04-28 13:30:46 transreid.train INFO: Epoch 70 done. Time per epoch: 10.158[s] Speed: 1108.9[samples/s]
2024-04-28 13:30:50 transreid.train INFO: Epoch[71] Iter[10/47] Loss: 0.850, Acc: 0.870, Base Lr: 5.75e-04
2024-04-28 13:30:52 transreid.train INFO: Epoch[71] Iter[20/47] Loss: 0.693, Acc: 0.908, Base Lr: 5.75e-04
2024-04-28 13:30:54 transreid.train INFO: Epoch[71] Iter[30/47] Loss: 0.575, Acc: 0.931, Base Lr: 5.75e-04
2024-04-28 13:30:56 transreid.train INFO: Epoch[71] Iter[40/47] Loss: 0.484, Acc: 0.947, Base Lr: 5.75e-04
2024-04-28 13:30:57 transreid.train INFO: Epoch 71 done. Time per epoch: 10.091[s] Speed: 1116.3[samples/s]
2024-04-28 13:31:00 transreid.train INFO: Epoch[72] Iter[10/47] Loss: 0.887, Acc: 0.858, Base Lr: 5.55e-04
2024-04-28 13:31:02 transreid.train INFO: Epoch[72] Iter[20/47] Loss: 0.683, Acc: 0.908, Base Lr: 5.55e-04
2024-04-28 13:31:04 transreid.train INFO: Epoch[72] Iter[30/47] Loss: 0.571, Acc: 0.932, Base Lr: 5.55e-04
2024-04-28 13:31:06 transreid.train INFO: Epoch[72] Iter[40/47] Loss: 0.479, Acc: 0.947, Base Lr: 5.55e-04
2024-04-28 13:31:07 transreid.train INFO: Epoch 72 done. Time per epoch: 10.417[s] Speed: 1081.3[samples/s]
2024-04-28 13:31:10 transreid.train INFO: Epoch[73] Iter[10/47] Loss: 0.842, Acc: 0.867, Base Lr: 5.35e-04
2024-04-28 13:31:12 transreid.train INFO: Epoch[73] Iter[20/47] Loss: 0.648, Acc: 0.915, Base Lr: 5.35e-04
2024-04-28 13:31:14 transreid.train INFO: Epoch[73] Iter[30/47] Loss: 0.559, Acc: 0.933, Base Lr: 5.35e-04
2024-04-28 13:31:16 transreid.train INFO: Epoch[73] Iter[40/47] Loss: 0.466, Acc: 0.949, Base Lr: 5.35e-04
2024-04-28 13:31:17 transreid.train INFO: Epoch 73 done. Time per epoch: 10.185[s] Speed: 1105.9[samples/s]
2024-04-28 13:31:20 transreid.train INFO: Epoch[74] Iter[10/47] Loss: 0.801, Acc: 0.876, Base Lr: 5.15e-04
2024-04-28 13:31:22 transreid.train INFO: Epoch[74] Iter[20/47] Loss: 0.662, Acc: 0.913, Base Lr: 5.15e-04
2024-04-28 13:31:24 transreid.train INFO: Epoch[74] Iter[30/47] Loss: 0.557, Acc: 0.933, Base Lr: 5.15e-04
2024-04-28 13:31:26 transreid.train INFO: Epoch[74] Iter[40/47] Loss: 0.467, Acc: 0.948, Base Lr: 5.15e-04
2024-04-28 13:31:27 transreid.train INFO: Epoch 74 done. Time per epoch: 10.061[s] Speed: 1119.6[samples/s]
2024-04-28 13:31:30 transreid.train INFO: Epoch[75] Iter[10/47] Loss: 0.788, Acc: 0.882, Base Lr: 4.96e-04
2024-04-28 13:31:32 transreid.train INFO: Epoch[75] Iter[20/47] Loss: 0.639, Acc: 0.917, Base Lr: 4.96e-04
2024-04-28 13:31:34 transreid.train INFO: Epoch[75] Iter[30/47] Loss: 0.532, Acc: 0.938, Base Lr: 4.96e-04
2024-04-28 13:31:36 transreid.train INFO: Epoch[75] Iter[40/47] Loss: 0.461, Acc: 0.948, Base Lr: 4.96e-04
2024-04-28 13:31:37 transreid.train INFO: Epoch 75 done. Time per epoch: 10.079[s] Speed: 1117.6[samples/s]
2024-04-28 13:31:41 transreid.train INFO: Epoch[76] Iter[10/47] Loss: 0.714, Acc: 0.896, Base Lr: 4.77e-04
2024-04-28 13:31:43 transreid.train INFO: Epoch[76] Iter[20/47] Loss: 0.623, Acc: 0.918, Base Lr: 4.77e-04
2024-04-28 13:31:45 transreid.train INFO: Epoch[76] Iter[30/47] Loss: 0.525, Acc: 0.937, Base Lr: 4.77e-04
2024-04-28 13:31:47 transreid.train INFO: Epoch[76] Iter[40/47] Loss: 0.451, Acc: 0.949, Base Lr: 4.77e-04
2024-04-28 13:31:47 transreid.train INFO: Epoch 76 done. Time per epoch: 10.196[s] Speed: 1104.7[samples/s]
2024-04-28 13:31:51 transreid.train INFO: Epoch[77] Iter[10/47] Loss: 0.728, Acc: 0.886, Base Lr: 4.58e-04
2024-04-28 13:31:53 transreid.train INFO: Epoch[77] Iter[20/47] Loss: 0.648, Acc: 0.910, Base Lr: 4.58e-04
2024-04-28 13:31:55 transreid.train INFO: Epoch[77] Iter[30/47] Loss: 0.538, Acc: 0.933, Base Lr: 4.58e-04
2024-04-28 13:31:57 transreid.train INFO: Epoch[77] Iter[40/47] Loss: 0.448, Acc: 0.949, Base Lr: 4.58e-04
2024-04-28 13:31:58 transreid.train INFO: Epoch 77 done. Time per epoch: 10.353[s] Speed: 1088.0[samples/s]
2024-04-28 13:32:01 transreid.train INFO: Epoch[78] Iter[10/47] Loss: 0.823, Acc: 0.869, Base Lr: 4.39e-04
2024-04-28 13:32:03 transreid.train INFO: Epoch[78] Iter[20/47] Loss: 0.645, Acc: 0.910, Base Lr: 4.39e-04
2024-04-28 13:32:05 transreid.train INFO: Epoch[78] Iter[30/47] Loss: 0.529, Acc: 0.934, Base Lr: 4.39e-04
2024-04-28 13:32:07 transreid.train INFO: Epoch[78] Iter[40/47] Loss: 0.444, Acc: 0.949, Base Lr: 4.39e-04
2024-04-28 13:32:08 transreid.train INFO: Epoch 78 done. Time per epoch: 10.162[s] Speed: 1108.5[samples/s]
2024-04-28 13:32:11 transreid.train INFO: Epoch[79] Iter[10/47] Loss: 0.763, Acc: 0.879, Base Lr: 4.21e-04
2024-04-28 13:32:13 transreid.train INFO: Epoch[79] Iter[20/47] Loss: 0.631, Acc: 0.912, Base Lr: 4.21e-04
2024-04-28 13:32:15 transreid.train INFO: Epoch[79] Iter[30/47] Loss: 0.523, Acc: 0.934, Base Lr: 4.21e-04
2024-04-28 13:32:17 transreid.train INFO: Epoch[79] Iter[40/47] Loss: 0.437, Acc: 0.949, Base Lr: 4.21e-04
2024-04-28 13:32:18 transreid.train INFO: Epoch 79 done. Time per epoch: 10.139[s] Speed: 1110.9[samples/s]
2024-04-28 13:32:21 transreid.train INFO: Epoch[80] Iter[10/47] Loss: 0.749, Acc: 0.879, Base Lr: 4.02e-04
2024-04-28 13:32:23 transreid.train INFO: Epoch[80] Iter[20/47] Loss: 0.596, Acc: 0.919, Base Lr: 4.02e-04
2024-04-28 13:32:25 transreid.train INFO: Epoch[80] Iter[30/47] Loss: 0.503, Acc: 0.938, Base Lr: 4.02e-04
2024-04-28 13:32:27 transreid.train INFO: Epoch[80] Iter[40/47] Loss: 0.428, Acc: 0.952, Base Lr: 4.02e-04
2024-04-28 13:32:28 transreid.train INFO: Epoch 80 done. Time per epoch: 10.103[s] Speed: 1115.0[samples/s]
2024-04-28 13:32:42 transreid.train INFO: Validation Results - Epoch: 80
2024-04-28 13:32:42 transreid.train INFO: mAP: 92.9%
2024-04-28 13:32:42 transreid.train INFO: CMC curve, Rank-1  :96.7%
2024-04-28 13:32:42 transreid.train INFO: CMC curve, Rank-5  :98.9%
2024-04-28 13:32:42 transreid.train INFO: CMC curve, Rank-10 :99.3%
2024-04-28 13:32:46 transreid.train INFO: Epoch[81] Iter[10/47] Loss: 0.761, Acc: 0.874, Base Lr: 3.84e-04
2024-04-28 13:32:48 transreid.train INFO: Epoch[81] Iter[20/47] Loss: 0.607, Acc: 0.914, Base Lr: 3.84e-04
2024-04-28 13:32:50 transreid.train INFO: Epoch[81] Iter[30/47] Loss: 0.504, Acc: 0.936, Base Lr: 3.84e-04
2024-04-28 13:32:52 transreid.train INFO: Epoch[81] Iter[40/47] Loss: 0.424, Acc: 0.950, Base Lr: 3.84e-04
2024-04-28 13:32:53 transreid.train INFO: Epoch 81 done. Time per epoch: 10.528[s] Speed: 1069.9[samples/s]
2024-04-28 13:32:56 transreid.train INFO: Epoch[82] Iter[10/47] Loss: 0.706, Acc: 0.890, Base Lr: 3.67e-04
2024-04-28 13:32:58 transreid.train INFO: Epoch[82] Iter[20/47] Loss: 0.587, Acc: 0.917, Base Lr: 3.67e-04
2024-04-28 13:33:00 transreid.train INFO: Epoch[82] Iter[30/47] Loss: 0.495, Acc: 0.938, Base Lr: 3.67e-04
2024-04-28 13:33:02 transreid.train INFO: Epoch[82] Iter[40/47] Loss: 0.417, Acc: 0.951, Base Lr: 3.67e-04
2024-04-28 13:33:03 transreid.train INFO: Epoch 82 done. Time per epoch: 10.043[s] Speed: 1121.6[samples/s]
2024-04-28 13:33:06 transreid.train INFO: Epoch[83] Iter[10/47] Loss: 0.733, Acc: 0.880, Base Lr: 3.49e-04
2024-04-28 13:33:08 transreid.train INFO: Epoch[83] Iter[20/47] Loss: 0.595, Acc: 0.917, Base Lr: 3.49e-04
2024-04-28 13:33:10 transreid.train INFO: Epoch[83] Iter[30/47] Loss: 0.503, Acc: 0.936, Base Lr: 3.49e-04
2024-04-28 13:33:12 transreid.train INFO: Epoch[83] Iter[40/47] Loss: 0.428, Acc: 0.950, Base Lr: 3.49e-04
2024-04-28 13:33:13 transreid.train INFO: Epoch 83 done. Time per epoch: 10.187[s] Speed: 1105.7[samples/s]
2024-04-28 13:33:16 transreid.train INFO: Epoch[84] Iter[10/47] Loss: 0.746, Acc: 0.879, Base Lr: 3.32e-04
2024-04-28 13:33:18 transreid.train INFO: Epoch[84] Iter[20/47] Loss: 0.597, Acc: 0.914, Base Lr: 3.32e-04
2024-04-28 13:33:21 transreid.train INFO: Epoch[84] Iter[30/47] Loss: 0.493, Acc: 0.938, Base Lr: 3.32e-04
2024-04-28 13:33:23 transreid.train INFO: Epoch[84] Iter[40/47] Loss: 0.415, Acc: 0.952, Base Lr: 3.32e-04
2024-04-28 13:33:23 transreid.train INFO: Epoch 84 done. Time per epoch: 10.086[s] Speed: 1116.8[samples/s]
2024-04-28 13:33:27 transreid.train INFO: Epoch[85] Iter[10/47] Loss: 0.795, Acc: 0.869, Base Lr: 3.16e-04
2024-04-28 13:33:29 transreid.train INFO: Epoch[85] Iter[20/47] Loss: 0.611, Acc: 0.912, Base Lr: 3.16e-04
2024-04-28 13:33:31 transreid.train INFO: Epoch[85] Iter[30/47] Loss: 0.498, Acc: 0.937, Base Lr: 3.16e-04
2024-04-28 13:33:33 transreid.train INFO: Epoch[85] Iter[40/47] Loss: 0.416, Acc: 0.952, Base Lr: 3.16e-04
2024-04-28 13:33:34 transreid.train INFO: Epoch 85 done. Time per epoch: 10.134[s] Speed: 1111.5[samples/s]
2024-04-28 13:33:37 transreid.train INFO: Epoch[86] Iter[10/47] Loss: 0.712, Acc: 0.886, Base Lr: 2.99e-04
2024-04-28 13:33:39 transreid.train INFO: Epoch[86] Iter[20/47] Loss: 0.586, Acc: 0.919, Base Lr: 2.99e-04
2024-04-28 13:33:41 transreid.train INFO: Epoch[86] Iter[30/47] Loss: 0.489, Acc: 0.938, Base Lr: 2.99e-04
2024-04-28 13:33:43 transreid.train INFO: Epoch[86] Iter[40/47] Loss: 0.410, Acc: 0.953, Base Lr: 2.99e-04
2024-04-28 13:33:44 transreid.train INFO: Epoch 86 done. Time per epoch: 10.031[s] Speed: 1123.0[samples/s]
2024-04-28 13:33:47 transreid.train INFO: Epoch[87] Iter[10/47] Loss: 0.734, Acc: 0.882, Base Lr: 2.83e-04
2024-04-28 13:33:49 transreid.train INFO: Epoch[87] Iter[20/47] Loss: 0.589, Acc: 0.920, Base Lr: 2.83e-04
2024-04-28 13:33:51 transreid.train INFO: Epoch[87] Iter[30/47] Loss: 0.494, Acc: 0.939, Base Lr: 2.83e-04
2024-04-28 13:33:53 transreid.train INFO: Epoch[87] Iter[40/47] Loss: 0.413, Acc: 0.952, Base Lr: 2.83e-04
2024-04-28 13:33:54 transreid.train INFO: Epoch 87 done. Time per epoch: 10.117[s] Speed: 1113.3[samples/s]
2024-04-28 13:33:57 transreid.train INFO: Epoch[88] Iter[10/47] Loss: 0.718, Acc: 0.883, Base Lr: 2.67e-04
2024-04-28 13:33:59 transreid.train INFO: Epoch[88] Iter[20/47] Loss: 0.582, Acc: 0.915, Base Lr: 2.67e-04
2024-04-28 13:34:01 transreid.train INFO: Epoch[88] Iter[30/47] Loss: 0.472, Acc: 0.940, Base Lr: 2.67e-04
2024-04-28 13:34:03 transreid.train INFO: Epoch[88] Iter[40/47] Loss: 0.396, Acc: 0.953, Base Lr: 2.67e-04
2024-04-28 13:34:04 transreid.train INFO: Epoch 88 done. Time per epoch: 10.082[s] Speed: 1117.2[samples/s]
2024-04-28 13:34:07 transreid.train INFO: Epoch[89] Iter[10/47] Loss: 0.632, Acc: 0.910, Base Lr: 2.52e-04
2024-04-28 13:34:09 transreid.train INFO: Epoch[89] Iter[20/47] Loss: 0.565, Acc: 0.922, Base Lr: 2.52e-04
2024-04-28 13:34:11 transreid.train INFO: Epoch[89] Iter[30/47] Loss: 0.470, Acc: 0.942, Base Lr: 2.52e-04
2024-04-28 13:34:13 transreid.train INFO: Epoch[89] Iter[40/47] Loss: 0.401, Acc: 0.954, Base Lr: 2.52e-04
2024-04-28 13:34:14 transreid.train INFO: Epoch 89 done. Time per epoch: 10.109[s] Speed: 1114.2[samples/s]
2024-04-28 13:34:17 transreid.train INFO: Epoch[90] Iter[10/47] Loss: 0.686, Acc: 0.889, Base Lr: 2.37e-04
2024-04-28 13:34:19 transreid.train INFO: Epoch[90] Iter[20/47] Loss: 0.576, Acc: 0.917, Base Lr: 2.37e-04
2024-04-28 13:34:21 transreid.train INFO: Epoch[90] Iter[30/47] Loss: 0.487, Acc: 0.936, Base Lr: 2.37e-04
2024-04-28 13:34:23 transreid.train INFO: Epoch[90] Iter[40/47] Loss: 0.410, Acc: 0.951, Base Lr: 2.37e-04
2024-04-28 13:34:24 transreid.train INFO: Epoch 90 done. Time per epoch: 10.126[s] Speed: 1112.4[samples/s]
2024-04-28 13:34:27 transreid.train INFO: Epoch[91] Iter[10/47] Loss: 0.661, Acc: 0.886, Base Lr: 2.22e-04
2024-04-28 13:34:29 transreid.train INFO: Epoch[91] Iter[20/47] Loss: 0.544, Acc: 0.919, Base Lr: 2.22e-04
2024-04-28 13:34:31 transreid.train INFO: Epoch[91] Iter[30/47] Loss: 0.459, Acc: 0.940, Base Lr: 2.22e-04
2024-04-28 13:34:33 transreid.train INFO: Epoch[91] Iter[40/47] Loss: 0.390, Acc: 0.953, Base Lr: 2.22e-04
2024-04-28 13:34:34 transreid.train INFO: Epoch 91 done. Time per epoch: 10.061[s] Speed: 1119.6[samples/s]
2024-04-28 13:34:37 transreid.train INFO: Epoch[92] Iter[10/47] Loss: 0.704, Acc: 0.882, Base Lr: 2.08e-04
2024-04-28 13:34:39 transreid.train INFO: Epoch[92] Iter[20/47] Loss: 0.552, Acc: 0.922, Base Lr: 2.08e-04
2024-04-28 13:34:41 transreid.train INFO: Epoch[92] Iter[30/47] Loss: 0.460, Acc: 0.941, Base Lr: 2.08e-04
2024-04-28 13:34:43 transreid.train INFO: Epoch[92] Iter[40/47] Loss: 0.387, Acc: 0.954, Base Lr: 2.08e-04
2024-04-28 13:34:44 transreid.train INFO: Epoch 92 done. Time per epoch: 10.088[s] Speed: 1116.5[samples/s]
2024-04-28 13:34:47 transreid.train INFO: Epoch[93] Iter[10/47] Loss: 0.694, Acc: 0.887, Base Lr: 1.94e-04
2024-04-28 13:34:49 transreid.train INFO: Epoch[93] Iter[20/47] Loss: 0.542, Acc: 0.920, Base Lr: 1.94e-04
2024-04-28 13:34:51 transreid.train INFO: Epoch[93] Iter[30/47] Loss: 0.449, Acc: 0.942, Base Lr: 1.94e-04
2024-04-28 13:34:53 transreid.train INFO: Epoch[93] Iter[40/47] Loss: 0.386, Acc: 0.955, Base Lr: 1.94e-04
2024-04-28 13:34:54 transreid.train INFO: Epoch 93 done. Time per epoch: 10.273[s] Speed: 1096.4[samples/s]
2024-04-28 13:34:58 transreid.train INFO: Epoch[94] Iter[10/47] Loss: 0.672, Acc: 0.903, Base Lr: 1.81e-04
2024-04-28 13:35:00 transreid.train INFO: Epoch[94] Iter[20/47] Loss: 0.560, Acc: 0.923, Base Lr: 1.81e-04
2024-04-28 13:35:02 transreid.train INFO: Epoch[94] Iter[30/47] Loss: 0.465, Acc: 0.942, Base Lr: 1.81e-04
2024-04-28 13:35:04 transreid.train INFO: Epoch[94] Iter[40/47] Loss: 0.389, Acc: 0.955, Base Lr: 1.81e-04
2024-04-28 13:35:05 transreid.train INFO: Epoch 94 done. Time per epoch: 10.201[s] Speed: 1104.2[samples/s]
2024-04-28 13:35:08 transreid.train INFO: Epoch[95] Iter[10/47] Loss: 0.615, Acc: 0.913, Base Lr: 1.68e-04
2024-04-28 13:35:10 transreid.train INFO: Epoch[95] Iter[20/47] Loss: 0.540, Acc: 0.925, Base Lr: 1.68e-04
2024-04-28 13:35:12 transreid.train INFO: Epoch[95] Iter[30/47] Loss: 0.458, Acc: 0.941, Base Lr: 1.68e-04
2024-04-28 13:35:14 transreid.train INFO: Epoch[95] Iter[40/47] Loss: 0.383, Acc: 0.955, Base Lr: 1.68e-04
2024-04-28 13:35:15 transreid.train INFO: Epoch 95 done. Time per epoch: 10.073[s] Speed: 1118.2[samples/s]
2024-04-28 13:35:18 transreid.train INFO: Epoch[96] Iter[10/47] Loss: 0.721, Acc: 0.886, Base Lr: 1.56e-04
2024-04-28 13:35:20 transreid.train INFO: Epoch[96] Iter[20/47] Loss: 0.566, Acc: 0.918, Base Lr: 1.56e-04
2024-04-28 13:35:22 transreid.train INFO: Epoch[96] Iter[30/47] Loss: 0.462, Acc: 0.940, Base Lr: 1.56e-04
2024-04-28 13:35:24 transreid.train INFO: Epoch[96] Iter[40/47] Loss: 0.385, Acc: 0.954, Base Lr: 1.56e-04
2024-04-28 13:35:25 transreid.train INFO: Epoch 96 done. Time per epoch: 10.194[s] Speed: 1105.0[samples/s]
2024-04-28 13:35:28 transreid.train INFO: Epoch[97] Iter[10/47] Loss: 0.707, Acc: 0.884, Base Lr: 1.44e-04
2024-04-28 13:35:30 transreid.train INFO: Epoch[97] Iter[20/47] Loss: 0.525, Acc: 0.927, Base Lr: 1.44e-04
2024-04-28 13:35:32 transreid.train INFO: Epoch[97] Iter[30/47] Loss: 0.453, Acc: 0.943, Base Lr: 1.44e-04
2024-04-28 13:35:34 transreid.train INFO: Epoch[97] Iter[40/47] Loss: 0.381, Acc: 0.956, Base Lr: 1.44e-04
2024-04-28 13:35:35 transreid.train INFO: Epoch 97 done. Time per epoch: 10.140[s] Speed: 1110.8[samples/s]
2024-04-28 13:35:38 transreid.train INFO: Epoch[98] Iter[10/47] Loss: 0.703, Acc: 0.885, Base Lr: 1.32e-04
2024-04-28 13:35:40 transreid.train INFO: Epoch[98] Iter[20/47] Loss: 0.532, Acc: 0.926, Base Lr: 1.32e-04
2024-04-28 13:35:42 transreid.train INFO: Epoch[98] Iter[30/47] Loss: 0.451, Acc: 0.943, Base Lr: 1.32e-04
2024-04-28 13:35:44 transreid.train INFO: Epoch[98] Iter[40/47] Loss: 0.380, Acc: 0.956, Base Lr: 1.32e-04
2024-04-28 13:35:45 transreid.train INFO: Epoch 98 done. Time per epoch: 10.109[s] Speed: 1114.2[samples/s]
2024-04-28 13:35:48 transreid.train INFO: Epoch[99] Iter[10/47] Loss: 0.669, Acc: 0.890, Base Lr: 1.21e-04
2024-04-28 13:35:50 transreid.train INFO: Epoch[99] Iter[20/47] Loss: 0.551, Acc: 0.921, Base Lr: 1.21e-04
2024-04-28 13:35:52 transreid.train INFO: Epoch[99] Iter[30/47] Loss: 0.452, Acc: 0.943, Base Lr: 1.21e-04
2024-04-28 13:35:54 transreid.train INFO: Epoch[99] Iter[40/47] Loss: 0.375, Acc: 0.957, Base Lr: 1.21e-04
2024-04-28 13:35:55 transreid.train INFO: Epoch 99 done. Time per epoch: 10.035[s] Speed: 1122.4[samples/s]
2024-04-28 13:35:58 transreid.train INFO: Epoch[100] Iter[10/47] Loss: 0.658, Acc: 0.894, Base Lr: 1.10e-04
2024-04-28 13:36:00 transreid.train INFO: Epoch[100] Iter[20/47] Loss: 0.537, Acc: 0.924, Base Lr: 1.10e-04
2024-04-28 13:36:02 transreid.train INFO: Epoch[100] Iter[30/47] Loss: 0.450, Acc: 0.943, Base Lr: 1.10e-04
2024-04-28 13:36:04 transreid.train INFO: Epoch[100] Iter[40/47] Loss: 0.374, Acc: 0.957, Base Lr: 1.10e-04
2024-04-28 13:36:05 transreid.train INFO: Epoch 100 done. Time per epoch: 10.082[s] Speed: 1117.2[samples/s]
2024-04-28 13:36:08 transreid.train INFO: Epoch[101] Iter[10/47] Loss: 0.640, Acc: 0.898, Base Lr: 1.00e-04
2024-04-28 13:36:10 transreid.train INFO: Epoch[101] Iter[20/47] Loss: 0.546, Acc: 0.923, Base Lr: 1.00e-04
2024-04-28 13:36:12 transreid.train INFO: Epoch[101] Iter[30/47] Loss: 0.448, Acc: 0.943, Base Lr: 1.00e-04
2024-04-28 13:36:15 transreid.train INFO: Epoch[101] Iter[40/47] Loss: 0.374, Acc: 0.956, Base Lr: 1.00e-04
2024-04-28 13:36:15 transreid.train INFO: Epoch 101 done. Time per epoch: 10.189[s] Speed: 1105.5[samples/s]
2024-04-28 13:36:19 transreid.train INFO: Epoch[102] Iter[10/47] Loss: 0.658, Acc: 0.891, Base Lr: 9.02e-05
2024-04-28 13:36:21 transreid.train INFO: Epoch[102] Iter[20/47] Loss: 0.528, Acc: 0.924, Base Lr: 9.02e-05
2024-04-28 13:36:23 transreid.train INFO: Epoch[102] Iter[30/47] Loss: 0.448, Acc: 0.943, Base Lr: 9.02e-05
2024-04-28 13:36:25 transreid.train INFO: Epoch[102] Iter[40/47] Loss: 0.379, Acc: 0.956, Base Lr: 9.02e-05
2024-04-28 13:36:26 transreid.train INFO: Epoch 102 done. Time per epoch: 10.132[s] Speed: 1111.8[samples/s]
2024-04-28 13:36:29 transreid.train INFO: Epoch[103] Iter[10/47] Loss: 0.684, Acc: 0.886, Base Lr: 8.10e-05
2024-04-28 13:36:31 transreid.train INFO: Epoch[103] Iter[20/47] Loss: 0.531, Acc: 0.924, Base Lr: 8.10e-05
2024-04-28 13:36:33 transreid.train INFO: Epoch[103] Iter[30/47] Loss: 0.445, Acc: 0.942, Base Lr: 8.10e-05
2024-04-28 13:36:35 transreid.train INFO: Epoch[103] Iter[40/47] Loss: 0.374, Acc: 0.956, Base Lr: 8.10e-05
2024-04-28 13:36:36 transreid.train INFO: Epoch 103 done. Time per epoch: 10.060[s] Speed: 1119.7[samples/s]
2024-04-28 13:36:39 transreid.train INFO: Epoch[104] Iter[10/47] Loss: 0.616, Acc: 0.907, Base Lr: 7.22e-05
2024-04-28 13:36:41 transreid.train INFO: Epoch[104] Iter[20/47] Loss: 0.520, Acc: 0.927, Base Lr: 7.22e-05
2024-04-28 13:36:43 transreid.train INFO: Epoch[104] Iter[30/47] Loss: 0.441, Acc: 0.942, Base Lr: 7.22e-05
2024-04-28 13:36:45 transreid.train INFO: Epoch[104] Iter[40/47] Loss: 0.371, Acc: 0.955, Base Lr: 7.22e-05
2024-04-28 13:36:46 transreid.train INFO: Epoch 104 done. Time per epoch: 10.089[s] Speed: 1116.5[samples/s]
2024-04-28 13:36:49 transreid.train INFO: Epoch[105] Iter[10/47] Loss: 0.620, Acc: 0.905, Base Lr: 6.40e-05
2024-04-28 13:36:51 transreid.train INFO: Epoch[105] Iter[20/47] Loss: 0.505, Acc: 0.929, Base Lr: 6.40e-05
2024-04-28 13:36:53 transreid.train INFO: Epoch[105] Iter[30/47] Loss: 0.429, Acc: 0.944, Base Lr: 6.40e-05
2024-04-28 13:36:55 transreid.train INFO: Epoch[105] Iter[40/47] Loss: 0.367, Acc: 0.956, Base Lr: 6.40e-05
2024-04-28 13:36:56 transreid.train INFO: Epoch 105 done. Time per epoch: 10.191[s] Speed: 1105.3[samples/s]
2024-04-28 13:36:59 transreid.train INFO: Epoch[106] Iter[10/47] Loss: 0.650, Acc: 0.896, Base Lr: 5.62e-05
2024-04-28 13:37:01 transreid.train INFO: Epoch[106] Iter[20/47] Loss: 0.543, Acc: 0.921, Base Lr: 5.62e-05
2024-04-28 13:37:03 transreid.train INFO: Epoch[106] Iter[30/47] Loss: 0.444, Acc: 0.943, Base Lr: 5.62e-05
2024-04-28 13:37:05 transreid.train INFO: Epoch[106] Iter[40/47] Loss: 0.373, Acc: 0.956, Base Lr: 5.62e-05
2024-04-28 13:37:06 transreid.train INFO: Epoch 106 done. Time per epoch: 10.134[s] Speed: 1111.5[samples/s]
2024-04-28 13:37:09 transreid.train INFO: Epoch[107] Iter[10/47] Loss: 0.657, Acc: 0.901, Base Lr: 4.90e-05
2024-04-28 13:37:11 transreid.train INFO: Epoch[107] Iter[20/47] Loss: 0.541, Acc: 0.925, Base Lr: 4.90e-05
2024-04-28 13:37:13 transreid.train INFO: Epoch[107] Iter[30/47] Loss: 0.447, Acc: 0.946, Base Lr: 4.90e-05
2024-04-28 13:37:15 transreid.train INFO: Epoch[107] Iter[40/47] Loss: 0.375, Acc: 0.957, Base Lr: 4.90e-05
2024-04-28 13:37:16 transreid.train INFO: Epoch 107 done. Time per epoch: 10.214[s] Speed: 1102.8[samples/s]
2024-04-28 13:37:19 transreid.train INFO: Epoch[108] Iter[10/47] Loss: 0.632, Acc: 0.901, Base Lr: 4.23e-05
2024-04-28 13:37:21 transreid.train INFO: Epoch[108] Iter[20/47] Loss: 0.529, Acc: 0.924, Base Lr: 4.23e-05
2024-04-28 13:37:23 transreid.train INFO: Epoch[108] Iter[30/47] Loss: 0.431, Acc: 0.945, Base Lr: 4.23e-05
2024-04-28 13:37:25 transreid.train INFO: Epoch[108] Iter[40/47] Loss: 0.365, Acc: 0.957, Base Lr: 4.23e-05
2024-04-28 13:37:26 transreid.train INFO: Epoch 108 done. Time per epoch: 10.028[s] Speed: 1123.2[samples/s]
2024-04-28 13:37:29 transreid.train INFO: Epoch[109] Iter[10/47] Loss: 0.648, Acc: 0.895, Base Lr: 3.61e-05
2024-04-28 13:37:31 transreid.train INFO: Epoch[109] Iter[20/47] Loss: 0.544, Acc: 0.924, Base Lr: 3.61e-05
2024-04-28 13:37:34 transreid.train INFO: Epoch[109] Iter[30/47] Loss: 0.445, Acc: 0.945, Base Lr: 3.61e-05
2024-04-28 13:37:36 transreid.train INFO: Epoch[109] Iter[40/47] Loss: 0.373, Acc: 0.958, Base Lr: 3.61e-05
2024-04-28 13:37:36 transreid.train INFO: Epoch 109 done. Time per epoch: 10.185[s] Speed: 1105.9[samples/s]
2024-04-28 13:37:40 transreid.train INFO: Epoch[110] Iter[10/47] Loss: 0.701, Acc: 0.890, Base Lr: 3.04e-05
2024-04-28 13:37:42 transreid.train INFO: Epoch[110] Iter[20/47] Loss: 0.538, Acc: 0.926, Base Lr: 3.04e-05
2024-04-28 13:37:44 transreid.train INFO: Epoch[110] Iter[30/47] Loss: 0.438, Acc: 0.945, Base Lr: 3.04e-05
2024-04-28 13:37:46 transreid.train INFO: Epoch[110] Iter[40/47] Loss: 0.376, Acc: 0.957, Base Lr: 3.04e-05
2024-04-28 13:37:47 transreid.train INFO: Epoch 110 done. Time per epoch: 10.192[s] Speed: 1105.2[samples/s]
2024-04-28 13:37:50 transreid.train INFO: Epoch[111] Iter[10/47] Loss: 0.658, Acc: 0.902, Base Lr: 2.53e-05
2024-04-28 13:37:52 transreid.train INFO: Epoch[111] Iter[20/47] Loss: 0.535, Acc: 0.924, Base Lr: 2.53e-05
2024-04-28 13:37:54 transreid.train INFO: Epoch[111] Iter[30/47] Loss: 0.437, Acc: 0.944, Base Lr: 2.53e-05
2024-04-28 13:37:56 transreid.train INFO: Epoch[111] Iter[40/47] Loss: 0.370, Acc: 0.956, Base Lr: 2.53e-05
2024-04-28 13:37:57 transreid.train INFO: Epoch 111 done. Time per epoch: 10.168[s] Speed: 1107.8[samples/s]
2024-04-28 13:38:00 transreid.train INFO: Epoch[112] Iter[10/47] Loss: 0.647, Acc: 0.894, Base Lr: 2.06e-05
2024-04-28 13:38:02 transreid.train INFO: Epoch[112] Iter[20/47] Loss: 0.526, Acc: 0.922, Base Lr: 2.06e-05
2024-04-28 13:38:04 transreid.train INFO: Epoch[112] Iter[30/47] Loss: 0.437, Acc: 0.942, Base Lr: 2.06e-05
2024-04-28 13:38:06 transreid.train INFO: Epoch[112] Iter[40/47] Loss: 0.364, Acc: 0.956, Base Lr: 2.06e-05
2024-04-28 13:38:07 transreid.train INFO: Epoch 112 done. Time per epoch: 10.090[s] Speed: 1116.3[samples/s]
2024-04-28 13:38:10 transreid.train INFO: Epoch[113] Iter[10/47] Loss: 0.639, Acc: 0.900, Base Lr: 1.66e-05
2024-04-28 13:38:12 transreid.train INFO: Epoch[113] Iter[20/47] Loss: 0.541, Acc: 0.923, Base Lr: 1.66e-05
2024-04-28 13:38:14 transreid.train INFO: Epoch[113] Iter[30/47] Loss: 0.437, Acc: 0.944, Base Lr: 1.66e-05
2024-04-28 13:38:16 transreid.train INFO: Epoch[113] Iter[40/47] Loss: 0.367, Acc: 0.957, Base Lr: 1.66e-05
2024-04-28 13:38:17 transreid.train INFO: Epoch 113 done. Time per epoch: 10.125[s] Speed: 1112.5[samples/s]
2024-04-28 13:38:20 transreid.train INFO: Epoch[114] Iter[10/47] Loss: 0.638, Acc: 0.898, Base Lr: 1.30e-05
2024-04-28 13:38:22 transreid.train INFO: Epoch[114] Iter[20/47] Loss: 0.529, Acc: 0.925, Base Lr: 1.30e-05
2024-04-28 13:38:24 transreid.train INFO: Epoch[114] Iter[30/47] Loss: 0.440, Acc: 0.945, Base Lr: 1.30e-05
2024-04-28 13:38:26 transreid.train INFO: Epoch[114] Iter[40/47] Loss: 0.378, Acc: 0.955, Base Lr: 1.30e-05
2024-04-28 13:38:27 transreid.train INFO: Epoch 114 done. Time per epoch: 10.149[s] Speed: 1109.9[samples/s]
2024-04-28 13:38:30 transreid.train INFO: Epoch[115] Iter[10/47] Loss: 0.669, Acc: 0.894, Base Lr: 1.00e-05
2024-04-28 13:38:32 transreid.train INFO: Epoch[115] Iter[20/47] Loss: 0.520, Acc: 0.929, Base Lr: 1.00e-05
2024-04-28 13:38:34 transreid.train INFO: Epoch[115] Iter[30/47] Loss: 0.435, Acc: 0.948, Base Lr: 1.00e-05
2024-04-28 13:38:36 transreid.train INFO: Epoch[115] Iter[40/47] Loss: 0.368, Acc: 0.958, Base Lr: 1.00e-05
2024-04-28 13:38:37 transreid.train INFO: Epoch 115 done. Time per epoch: 10.139[s] Speed: 1111.0[samples/s]
2024-04-28 13:38:40 transreid.train INFO: Epoch[116] Iter[10/47] Loss: 0.664, Acc: 0.889, Base Lr: 7.57e-06
2024-04-28 13:38:42 transreid.train INFO: Epoch[116] Iter[20/47] Loss: 0.520, Acc: 0.925, Base Lr: 7.57e-06
2024-04-28 13:38:44 transreid.train INFO: Epoch[116] Iter[30/47] Loss: 0.426, Acc: 0.944, Base Lr: 7.57e-06
2024-04-28 13:38:46 transreid.train INFO: Epoch[116] Iter[40/47] Loss: 0.361, Acc: 0.956, Base Lr: 7.57e-06
2024-04-28 13:38:47 transreid.train INFO: Epoch 116 done. Time per epoch: 10.031[s] Speed: 1122.9[samples/s]
2024-04-28 13:38:51 transreid.train INFO: Epoch[117] Iter[10/47] Loss: 0.608, Acc: 0.904, Base Lr: 5.66e-06
2024-04-28 13:38:53 transreid.train INFO: Epoch[117] Iter[20/47] Loss: 0.509, Acc: 0.927, Base Lr: 5.66e-06
2024-04-28 13:38:55 transreid.train INFO: Epoch[117] Iter[30/47] Loss: 0.435, Acc: 0.943, Base Lr: 5.66e-06
2024-04-28 13:38:57 transreid.train INFO: Epoch[117] Iter[40/47] Loss: 0.369, Acc: 0.956, Base Lr: 5.66e-06
2024-04-28 13:38:57 transreid.train INFO: Epoch 117 done. Time per epoch: 9.882[s] Speed: 1113.9[samples/s]
2024-04-28 13:39:00 transreid.train INFO: Epoch[118] Iter[10/47] Loss: 0.655, Acc: 0.895, Base Lr: 4.29e-06
2024-04-28 13:39:02 transreid.train INFO: Epoch[118] Iter[20/47] Loss: 0.541, Acc: 0.922, Base Lr: 4.29e-06
2024-04-28 13:39:04 transreid.train INFO: Epoch[118] Iter[30/47] Loss: 0.444, Acc: 0.944, Base Lr: 4.29e-06
2024-04-28 13:39:06 transreid.train INFO: Epoch[118] Iter[40/47] Loss: 0.376, Acc: 0.957, Base Lr: 4.29e-06
2024-04-28 13:39:07 transreid.train INFO: Epoch 118 done. Time per epoch: 10.035[s] Speed: 1122.5[samples/s]
2024-04-28 13:39:10 transreid.train INFO: Epoch[119] Iter[10/47] Loss: 0.635, Acc: 0.897, Base Lr: 3.47e-06
2024-04-28 13:39:12 transreid.train INFO: Epoch[119] Iter[20/47] Loss: 0.523, Acc: 0.928, Base Lr: 3.47e-06
2024-04-28 13:39:14 transreid.train INFO: Epoch[119] Iter[30/47] Loss: 0.441, Acc: 0.945, Base Lr: 3.47e-06
2024-04-28 13:39:16 transreid.train INFO: Epoch[119] Iter[40/47] Loss: 0.371, Acc: 0.956, Base Lr: 3.47e-06
2024-04-28 13:39:17 transreid.train INFO: Epoch 119 done. Time per epoch: 10.059[s] Speed: 1119.8[samples/s]
2024-04-28 13:39:21 transreid.train INFO: Epoch[120] Iter[10/47] Loss: 0.615, Acc: 0.897, Base Lr: 3.20e-06
2024-04-28 13:39:23 transreid.train INFO: Epoch[120] Iter[20/47] Loss: 0.504, Acc: 0.929, Base Lr: 3.20e-06
2024-04-28 13:39:25 transreid.train INFO: Epoch[120] Iter[30/47] Loss: 0.436, Acc: 0.945, Base Lr: 3.20e-06
2024-04-28 13:39:27 transreid.train INFO: Epoch[120] Iter[40/47] Loss: 0.370, Acc: 0.957, Base Lr: 3.20e-06
2024-04-28 13:39:27 transreid.train INFO: Epoch 120 done. Time per epoch: 10.100[s] Speed: 1115.3[samples/s]
2024-04-28 13:39:42 transreid.train INFO: Validation Results - Epoch: 120
2024-04-28 13:39:42 transreid.train INFO: mAP: 93.1%
2024-04-28 13:39:42 transreid.train INFO: CMC curve, Rank-1  :96.6%
2024-04-28 13:39:42 transreid.train INFO: CMC curve, Rank-5  :98.7%
2024-04-28 13:39:42 transreid.train INFO: CMC curve, Rank-10 :99.3%
