2024-04-27 20:46:15 transreid INFO: Saving model in the path :log/bs_exp/EdgeNext_Small_Market1501/256bs_lr0.0016_ep120_warm20_seed0
2024-04-27 20:46:15 transreid INFO: Loaded configuration file configs/market/edgenext_small.yml
2024-04-27 20:46:15 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: 3
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: edgenext_small
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/EdgeNext_Small.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/EdgeNext_Small_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: 20
  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: 
2024-04-27 20:46:15 transreid.check INFO: Dataset statistics:
2024-04-27 20:46:15 transreid.check INFO:   ----------------------------------------
2024-04-27 20:46:15 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-27 20:46:15 transreid.check INFO:   ----------------------------------------
2024-04-27 20:46:15 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-27 20:46:15 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-27 20:46:15 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-27 20:46:15 transreid.check INFO:   ----------------------------------------
2024-04-27 20:46:19 transreid INFO: ===========using cosine learning rate=======
2024-04-27 20:46:19 transreid.train INFO: start training
2024-04-27 20:46:26 transreid.train INFO: Epoch[1] Iter[10/47] Loss: 22.961, Acc: 0.001, Base Lr: 9.52e-05
2024-04-27 20:46:28 transreid.train INFO: Epoch[1] Iter[20/47] Loss: 19.427, Acc: 0.000, Base Lr: 9.52e-05
2024-04-27 20:46:30 transreid.train INFO: Epoch[1] Iter[30/47] Loss: 16.759, Acc: 0.001, Base Lr: 9.52e-05
2024-04-27 20:46:32 transreid.train INFO: Epoch[1] Iter[40/47] Loss: 15.029, Acc: 0.001, Base Lr: 9.52e-05
2024-04-27 20:46:33 transreid.train INFO: Epoch 1 done. Time per epoch: 14.226[s] Speed: 791.8[samples/s]
2024-04-27 20:46:37 transreid.train INFO: Epoch[2] Iter[10/47] Loss: 9.367, Acc: 0.002, Base Lr: 1.74e-04
2024-04-27 20:46:39 transreid.train INFO: Epoch[2] Iter[20/47] Loss: 8.746, Acc: 0.002, Base Lr: 1.74e-04
2024-04-27 20:46:41 transreid.train INFO: Epoch[2] Iter[30/47] Loss: 8.459, Acc: 0.001, Base Lr: 1.74e-04
2024-04-27 20:46:43 transreid.train INFO: Epoch[2] Iter[40/47] Loss: 8.295, Acc: 0.001, Base Lr: 1.74e-04
2024-04-27 20:46:44 transreid.train INFO: Epoch 2 done. Time per epoch: 11.030[s] Speed: 1021.2[samples/s]
2024-04-27 20:46:48 transreid.train INFO: Epoch[3] Iter[10/47] Loss: 7.672, Acc: 0.004, Base Lr: 2.54e-04
2024-04-27 20:46:50 transreid.train INFO: Epoch[3] Iter[20/47] Loss: 7.645, Acc: 0.007, Base Lr: 2.54e-04
2024-04-27 20:46:52 transreid.train INFO: Epoch[3] Iter[30/47] Loss: 7.617, Acc: 0.012, Base Lr: 2.54e-04
2024-04-27 20:46:55 transreid.train INFO: Epoch[3] Iter[40/47] Loss: 7.596, Acc: 0.018, Base Lr: 2.54e-04
2024-04-27 20:46:56 transreid.train INFO: Epoch 3 done. Time per epoch: 11.178[s] Speed: 1007.7[samples/s]
2024-04-27 20:46:59 transreid.train INFO: Epoch[4] Iter[10/47] Loss: 7.436, Acc: 0.040, Base Lr: 3.33e-04
2024-04-27 20:47:01 transreid.train INFO: Epoch[4] Iter[20/47] Loss: 7.424, Acc: 0.066, Base Lr: 3.33e-04
2024-04-27 20:47:04 transreid.train INFO: Epoch[4] Iter[30/47] Loss: 7.416, Acc: 0.085, Base Lr: 3.33e-04
2024-04-27 20:47:06 transreid.train INFO: Epoch[4] Iter[40/47] Loss: 7.396, Acc: 0.116, Base Lr: 3.33e-04
2024-04-27 20:47:07 transreid.train INFO: Epoch 4 done. Time per epoch: 11.251[s] Speed: 1001.1[samples/s]
2024-04-27 20:47:10 transreid.train INFO: Epoch[5] Iter[10/47] Loss: 7.299, Acc: 0.141, Base Lr: 4.12e-04
2024-04-27 20:47:13 transreid.train INFO: Epoch[5] Iter[20/47] Loss: 7.278, Acc: 0.156, Base Lr: 4.12e-04
2024-04-27 20:47:15 transreid.train INFO: Epoch[5] Iter[30/47] Loss: 7.255, Acc: 0.189, Base Lr: 4.12e-04
2024-04-27 20:47:17 transreid.train INFO: Epoch[5] Iter[40/47] Loss: 7.238, Acc: 0.238, Base Lr: 4.12e-04
2024-04-27 20:47:18 transreid.train INFO: Epoch 5 done. Time per epoch: 11.313[s] Speed: 995.7[samples/s]
2024-04-27 20:47:22 transreid.train INFO: Epoch[6] Iter[10/47] Loss: 7.168, Acc: 0.188, Base Lr: 4.91e-04
2024-04-27 20:47:24 transreid.train INFO: Epoch[6] Iter[20/47] Loss: 7.163, Acc: 0.208, Base Lr: 4.91e-04
2024-04-27 20:47:26 transreid.train INFO: Epoch[6] Iter[30/47] Loss: 7.134, Acc: 0.234, Base Lr: 4.91e-04
2024-04-27 20:47:28 transreid.train INFO: Epoch[6] Iter[40/47] Loss: 7.115, Acc: 0.283, Base Lr: 4.91e-04
2024-04-27 20:47:29 transreid.train INFO: Epoch 6 done. Time per epoch: 11.203[s] Speed: 1005.5[samples/s]
2024-04-27 20:47:33 transreid.train INFO: Epoch[7] Iter[10/47] Loss: 7.067, Acc: 0.210, Base Lr: 5.70e-04
2024-04-27 20:47:35 transreid.train INFO: Epoch[7] Iter[20/47] Loss: 7.093, Acc: 0.224, Base Lr: 5.70e-04
2024-04-27 20:47:37 transreid.train INFO: Epoch[7] Iter[30/47] Loss: 7.067, Acc: 0.260, Base Lr: 5.70e-04
2024-04-27 20:47:40 transreid.train INFO: Epoch[7] Iter[40/47] Loss: 7.033, Acc: 0.313, Base Lr: 5.70e-04
2024-04-27 20:47:40 transreid.train INFO: Epoch 7 done. Time per epoch: 11.187[s] Speed: 1006.8[samples/s]
2024-04-27 20:47:44 transreid.train INFO: Epoch[8] Iter[10/47] Loss: 6.970, Acc: 0.234, Base Lr: 6.50e-04
2024-04-27 20:47:46 transreid.train INFO: Epoch[8] Iter[20/47] Loss: 6.961, Acc: 0.242, Base Lr: 6.50e-04
2024-04-27 20:47:48 transreid.train INFO: Epoch[8] Iter[30/47] Loss: 6.933, Acc: 0.280, Base Lr: 6.50e-04
2024-04-27 20:47:51 transreid.train INFO: Epoch[8] Iter[40/47] Loss: 6.908, Acc: 0.324, Base Lr: 6.50e-04
2024-04-27 20:47:52 transreid.train INFO: Epoch 8 done. Time per epoch: 11.238[s] Speed: 1002.3[samples/s]
2024-04-27 20:47:55 transreid.train INFO: Epoch[9] Iter[10/47] Loss: 6.887, Acc: 0.228, Base Lr: 7.29e-04
2024-04-27 20:47:57 transreid.train INFO: Epoch[9] Iter[20/47] Loss: 6.863, Acc: 0.250, Base Lr: 7.29e-04
2024-04-27 20:48:00 transreid.train INFO: Epoch[9] Iter[30/47] Loss: 6.803, Acc: 0.295, Base Lr: 7.29e-04
2024-04-27 20:48:02 transreid.train INFO: Epoch[9] Iter[40/47] Loss: 6.752, Acc: 0.355, Base Lr: 7.29e-04
2024-04-27 20:48:03 transreid.train INFO: Epoch 9 done. Time per epoch: 11.235[s] Speed: 1002.5[samples/s]
2024-04-27 20:48:06 transreid.train INFO: Epoch[10] Iter[10/47] Loss: 6.776, Acc: 0.235, Base Lr: 8.08e-04
2024-04-27 20:48:09 transreid.train INFO: Epoch[10] Iter[20/47] Loss: 6.747, Acc: 0.248, Base Lr: 8.08e-04
2024-04-27 20:48:11 transreid.train INFO: Epoch[10] Iter[30/47] Loss: 6.698, Acc: 0.291, Base Lr: 8.08e-04
2024-04-27 20:48:13 transreid.train INFO: Epoch[10] Iter[40/47] Loss: 6.634, Acc: 0.346, Base Lr: 8.08e-04
2024-04-27 20:48:14 transreid.train INFO: Epoch 10 done. Time per epoch: 11.168[s] Speed: 1008.6[samples/s]
2024-04-27 20:48:18 transreid.train INFO: Epoch[11] Iter[10/47] Loss: 6.750, Acc: 0.239, Base Lr: 8.87e-04
2024-04-27 20:48:20 transreid.train INFO: Epoch[11] Iter[20/47] Loss: 6.651, Acc: 0.258, Base Lr: 8.87e-04
2024-04-27 20:48:22 transreid.train INFO: Epoch[11] Iter[30/47] Loss: 6.591, Acc: 0.290, Base Lr: 8.87e-04
2024-04-27 20:48:24 transreid.train INFO: Epoch[11] Iter[40/47] Loss: 6.516, Acc: 0.354, Base Lr: 8.87e-04
2024-04-27 20:48:25 transreid.train INFO: Epoch 11 done. Time per epoch: 11.197[s] Speed: 1006.0[samples/s]
2024-04-27 20:48:29 transreid.train INFO: Epoch[12] Iter[10/47] Loss: 6.497, Acc: 0.282, Base Lr: 9.66e-04
2024-04-27 20:48:31 transreid.train INFO: Epoch[12] Iter[20/47] Loss: 6.470, Acc: 0.285, Base Lr: 9.66e-04
2024-04-27 20:48:33 transreid.train INFO: Epoch[12] Iter[30/47] Loss: 6.409, Acc: 0.316, Base Lr: 9.66e-04
2024-04-27 20:48:35 transreid.train INFO: Epoch[12] Iter[40/47] Loss: 6.333, Acc: 0.365, Base Lr: 9.66e-04
2024-04-27 20:48:36 transreid.train INFO: Epoch 12 done. Time per epoch: 11.139[s] Speed: 1011.3[samples/s]
2024-04-27 20:48:40 transreid.train INFO: Epoch[13] Iter[10/47] Loss: 6.416, Acc: 0.224, Base Lr: 1.05e-03
2024-04-27 20:48:42 transreid.train INFO: Epoch[13] Iter[20/47] Loss: 6.327, Acc: 0.259, Base Lr: 1.05e-03
2024-04-27 20:48:44 transreid.train INFO: Epoch[13] Iter[30/47] Loss: 6.256, Acc: 0.297, Base Lr: 1.05e-03
2024-04-27 20:48:47 transreid.train INFO: Epoch[13] Iter[40/47] Loss: 6.172, Acc: 0.356, Base Lr: 1.05e-03
2024-04-27 20:48:48 transreid.train INFO: Epoch 13 done. Time per epoch: 11.176[s] Speed: 1007.9[samples/s]
2024-04-27 20:48:51 transreid.train INFO: Epoch[14] Iter[10/47] Loss: 6.261, Acc: 0.229, Base Lr: 1.12e-03
2024-04-27 20:48:53 transreid.train INFO: Epoch[14] Iter[20/47] Loss: 6.184, Acc: 0.265, Base Lr: 1.12e-03
2024-04-27 20:48:56 transreid.train INFO: Epoch[14] Iter[30/47] Loss: 6.101, Acc: 0.301, Base Lr: 1.12e-03
2024-04-27 20:48:58 transreid.train INFO: Epoch[14] Iter[40/47] Loss: 5.993, Acc: 0.361, Base Lr: 1.12e-03
2024-04-27 20:48:59 transreid.train INFO: Epoch 14 done. Time per epoch: 11.092[s] Speed: 1015.5[samples/s]
2024-04-27 20:49:02 transreid.train INFO: Epoch[15] Iter[10/47] Loss: 6.098, Acc: 0.240, Base Lr: 1.20e-03
2024-04-27 20:49:04 transreid.train INFO: Epoch[15] Iter[20/47] Loss: 6.029, Acc: 0.255, Base Lr: 1.20e-03
2024-04-27 20:49:07 transreid.train INFO: Epoch[15] Iter[30/47] Loss: 5.928, Acc: 0.298, Base Lr: 1.20e-03
2024-04-27 20:49:09 transreid.train INFO: Epoch[15] Iter[40/47] Loss: 5.810, Acc: 0.356, Base Lr: 1.20e-03
2024-04-27 20:49:10 transreid.train INFO: Epoch 15 done. Time per epoch: 11.121[s] Speed: 1012.9[samples/s]
2024-04-27 20:49:13 transreid.train INFO: Epoch[16] Iter[10/47] Loss: 5.978, Acc: 0.222, Base Lr: 1.28e-03
2024-04-27 20:49:16 transreid.train INFO: Epoch[16] Iter[20/47] Loss: 5.891, Acc: 0.256, Base Lr: 1.28e-03
2024-04-27 20:49:18 transreid.train INFO: Epoch[16] Iter[30/47] Loss: 5.760, Acc: 0.298, Base Lr: 1.28e-03
2024-04-27 20:49:20 transreid.train INFO: Epoch[16] Iter[40/47] Loss: 5.603, Acc: 0.359, Base Lr: 1.28e-03
2024-04-27 20:49:21 transreid.train INFO: Epoch 16 done. Time per epoch: 11.184[s] Speed: 1007.2[samples/s]
2024-04-27 20:49:24 transreid.train INFO: Epoch[17] Iter[10/47] Loss: 5.770, Acc: 0.233, Base Lr: 1.36e-03
2024-04-27 20:49:27 transreid.train INFO: Epoch[17] Iter[20/47] Loss: 5.700, Acc: 0.259, Base Lr: 1.36e-03
2024-04-27 20:49:29 transreid.train INFO: Epoch[17] Iter[30/47] Loss: 5.580, Acc: 0.296, Base Lr: 1.36e-03
2024-04-27 20:49:31 transreid.train INFO: Epoch[17] Iter[40/47] Loss: 5.425, Acc: 0.357, Base Lr: 1.36e-03
2024-04-27 20:49:32 transreid.train INFO: Epoch 17 done. Time per epoch: 11.160[s] Speed: 1009.4[samples/s]
2024-04-27 20:49:36 transreid.train INFO: Epoch[18] Iter[10/47] Loss: 5.620, Acc: 0.251, Base Lr: 1.44e-03
2024-04-27 20:49:38 transreid.train INFO: Epoch[18] Iter[20/47] Loss: 5.524, Acc: 0.279, Base Lr: 1.44e-03
2024-04-27 20:49:40 transreid.train INFO: Epoch[18] Iter[30/47] Loss: 5.388, Acc: 0.306, Base Lr: 1.44e-03
2024-04-27 20:49:42 transreid.train INFO: Epoch[18] Iter[40/47] Loss: 5.217, Acc: 0.367, Base Lr: 1.44e-03
2024-04-27 20:49:43 transreid.train INFO: Epoch 18 done. Time per epoch: 11.181[s] Speed: 1007.4[samples/s]
2024-04-27 20:49:47 transreid.train INFO: Epoch[19] Iter[10/47] Loss: 5.389, Acc: 0.269, Base Lr: 1.52e-03
2024-04-27 20:49:49 transreid.train INFO: Epoch[19] Iter[20/47] Loss: 5.277, Acc: 0.293, Base Lr: 1.52e-03
2024-04-27 20:49:51 transreid.train INFO: Epoch[19] Iter[30/47] Loss: 5.148, Acc: 0.319, Base Lr: 1.52e-03
2024-04-27 20:49:54 transreid.train INFO: Epoch[19] Iter[40/47] Loss: 4.975, Acc: 0.374, Base Lr: 1.52e-03
2024-04-27 20:49:55 transreid.train INFO: Epoch 19 done. Time per epoch: 11.244[s] Speed: 1001.8[samples/s]
2024-04-27 20:49:58 transreid.train INFO: Epoch[20] Iter[10/47] Loss: 5.287, Acc: 0.243, Base Lr: 1.49e-03
2024-04-27 20:50:00 transreid.train INFO: Epoch[20] Iter[20/47] Loss: 5.122, Acc: 0.276, Base Lr: 1.49e-03
2024-04-27 20:50:03 transreid.train INFO: Epoch[20] Iter[30/47] Loss: 4.962, Acc: 0.324, Base Lr: 1.49e-03
2024-04-27 20:50:05 transreid.train INFO: Epoch[20] Iter[40/47] Loss: 4.753, Acc: 0.388, Base Lr: 1.49e-03
2024-04-27 20:50:06 transreid.train INFO: Epoch 20 done. Time per epoch: 11.152[s] Speed: 1010.0[samples/s]
2024-04-27 20:50:20 transreid.train INFO: Validation Results - Epoch: 20
2024-04-27 20:50:20 transreid.train INFO: mAP: 85.9%
2024-04-27 20:50:20 transreid.train INFO: CMC curve, Rank-1  :93.3%
2024-04-27 20:50:20 transreid.train INFO: CMC curve, Rank-5  :97.5%
2024-04-27 20:50:20 transreid.train INFO: CMC curve, Rank-10 :98.5%
2024-04-27 20:50:23 transreid.train INFO: Epoch[21] Iter[10/47] Loss: 5.066, Acc: 0.261, Base Lr: 1.48e-03
2024-04-27 20:50:26 transreid.train INFO: Epoch[21] Iter[20/47] Loss: 4.926, Acc: 0.308, Base Lr: 1.48e-03
2024-04-27 20:50:28 transreid.train INFO: Epoch[21] Iter[30/47] Loss: 4.767, Acc: 0.345, Base Lr: 1.48e-03
2024-04-27 20:50:30 transreid.train INFO: Epoch[21] Iter[40/47] Loss: 4.542, Acc: 0.412, Base Lr: 1.48e-03
2024-04-27 20:50:31 transreid.train INFO: Epoch 21 done. Time per epoch: 11.145[s] Speed: 1010.6[samples/s]
2024-04-27 20:50:35 transreid.train INFO: Epoch[22] Iter[10/47] Loss: 4.894, Acc: 0.276, Base Lr: 1.47e-03
2024-04-27 20:50:37 transreid.train INFO: Epoch[22] Iter[20/47] Loss: 4.728, Acc: 0.322, Base Lr: 1.47e-03
2024-04-27 20:50:39 transreid.train INFO: Epoch[22] Iter[30/47] Loss: 4.535, Acc: 0.367, Base Lr: 1.47e-03
2024-04-27 20:50:41 transreid.train INFO: Epoch[22] Iter[40/47] Loss: 4.318, Acc: 0.426, Base Lr: 1.47e-03
2024-04-27 20:50:42 transreid.train INFO: Epoch 22 done. Time per epoch: 11.183[s] Speed: 1007.2[samples/s]
2024-04-27 20:50:46 transreid.train INFO: Epoch[23] Iter[10/47] Loss: 4.778, Acc: 0.294, Base Lr: 1.46e-03
2024-04-27 20:50:48 transreid.train INFO: Epoch[23] Iter[20/47] Loss: 4.588, Acc: 0.325, Base Lr: 1.46e-03
2024-04-27 20:50:50 transreid.train INFO: Epoch[23] Iter[30/47] Loss: 4.390, Acc: 0.377, Base Lr: 1.46e-03
2024-04-27 20:50:52 transreid.train INFO: Epoch[23] Iter[40/47] Loss: 4.127, Acc: 0.450, Base Lr: 1.46e-03
2024-04-27 20:50:53 transreid.train INFO: Epoch 23 done. Time per epoch: 11.123[s] Speed: 1012.7[samples/s]
2024-04-27 20:50:57 transreid.train INFO: Epoch[24] Iter[10/47] Loss: 4.578, Acc: 0.290, Base Lr: 1.45e-03
2024-04-27 20:50:59 transreid.train INFO: Epoch[24] Iter[20/47] Loss: 4.393, Acc: 0.339, Base Lr: 1.45e-03
2024-04-27 20:51:01 transreid.train INFO: Epoch[24] Iter[30/47] Loss: 4.190, Acc: 0.395, Base Lr: 1.45e-03
2024-04-27 20:51:04 transreid.train INFO: Epoch[24] Iter[40/47] Loss: 3.920, Acc: 0.468, Base Lr: 1.45e-03
2024-04-27 20:51:05 transreid.train INFO: Epoch 24 done. Time per epoch: 11.116[s] Speed: 1013.3[samples/s]
2024-04-27 20:51:08 transreid.train INFO: Epoch[25] Iter[10/47] Loss: 4.387, Acc: 0.353, Base Lr: 1.44e-03
2024-04-27 20:51:10 transreid.train INFO: Epoch[25] Iter[20/47] Loss: 4.182, Acc: 0.386, Base Lr: 1.44e-03
2024-04-27 20:51:12 transreid.train INFO: Epoch[25] Iter[30/47] Loss: 3.981, Acc: 0.433, Base Lr: 1.44e-03
2024-04-27 20:51:15 transreid.train INFO: Epoch[25] Iter[40/47] Loss: 3.729, Acc: 0.494, Base Lr: 1.44e-03
2024-04-27 20:51:16 transreid.train INFO: Epoch 25 done. Time per epoch: 11.214[s] Speed: 1004.4[samples/s]
2024-04-27 20:51:19 transreid.train INFO: Epoch[26] Iter[10/47] Loss: 4.224, Acc: 0.346, Base Lr: 1.42e-03
2024-04-27 20:51:22 transreid.train INFO: Epoch[26] Iter[20/47] Loss: 4.044, Acc: 0.388, Base Lr: 1.42e-03
2024-04-27 20:51:24 transreid.train INFO: Epoch[26] Iter[30/47] Loss: 3.834, Acc: 0.445, Base Lr: 1.42e-03
2024-04-27 20:51:26 transreid.train INFO: Epoch[26] Iter[40/47] Loss: 3.589, Acc: 0.511, Base Lr: 1.42e-03
2024-04-27 20:51:27 transreid.train INFO: Epoch 26 done. Time per epoch: 11.208[s] Speed: 1005.0[samples/s]
2024-04-27 20:51:30 transreid.train INFO: Epoch[27] Iter[10/47] Loss: 4.012, Acc: 0.379, Base Lr: 1.41e-03
2024-04-27 20:51:33 transreid.train INFO: Epoch[27] Iter[20/47] Loss: 3.918, Acc: 0.402, Base Lr: 1.41e-03
2024-04-27 20:51:35 transreid.train INFO: Epoch[27] Iter[30/47] Loss: 3.710, Acc: 0.453, Base Lr: 1.41e-03
2024-04-27 20:51:37 transreid.train INFO: Epoch[27] Iter[40/47] Loss: 3.411, Acc: 0.532, Base Lr: 1.41e-03
2024-04-27 20:51:38 transreid.train INFO: Epoch 27 done. Time per epoch: 11.211[s] Speed: 1004.8[samples/s]
2024-04-27 20:51:42 transreid.train INFO: Epoch[28] Iter[10/47] Loss: 3.985, Acc: 0.389, Base Lr: 1.39e-03
2024-04-27 20:51:44 transreid.train INFO: Epoch[28] Iter[20/47] Loss: 3.777, Acc: 0.435, Base Lr: 1.39e-03
2024-04-27 20:51:46 transreid.train INFO: Epoch[28] Iter[30/47] Loss: 3.567, Acc: 0.477, Base Lr: 1.39e-03
2024-04-27 20:51:48 transreid.train INFO: Epoch[28] Iter[40/47] Loss: 3.279, Acc: 0.548, Base Lr: 1.39e-03
2024-04-27 20:51:49 transreid.train INFO: Epoch 28 done. Time per epoch: 11.156[s] Speed: 1009.6[samples/s]
2024-04-27 20:51:53 transreid.train INFO: Epoch[29] Iter[10/47] Loss: 3.822, Acc: 0.418, Base Lr: 1.38e-03
2024-04-27 20:51:55 transreid.train INFO: Epoch[29] Iter[20/47] Loss: 3.583, Acc: 0.452, Base Lr: 1.38e-03
2024-04-27 20:51:57 transreid.train INFO: Epoch[29] Iter[30/47] Loss: 3.381, Acc: 0.500, Base Lr: 1.38e-03
2024-04-27 20:52:00 transreid.train INFO: Epoch[29] Iter[40/47] Loss: 3.094, Acc: 0.570, Base Lr: 1.38e-03
2024-04-27 20:52:01 transreid.train INFO: Epoch 29 done. Time per epoch: 11.198[s] Speed: 1005.9[samples/s]
2024-04-27 20:52:04 transreid.train INFO: Epoch[30] Iter[10/47] Loss: 3.698, Acc: 0.429, Base Lr: 1.37e-03
2024-04-27 20:52:06 transreid.train INFO: Epoch[30] Iter[20/47] Loss: 3.509, Acc: 0.463, Base Lr: 1.37e-03
2024-04-27 20:52:09 transreid.train INFO: Epoch[30] Iter[30/47] Loss: 3.290, Acc: 0.516, Base Lr: 1.37e-03
2024-04-27 20:52:11 transreid.train INFO: Epoch[30] Iter[40/47] Loss: 3.003, Acc: 0.587, Base Lr: 1.37e-03
2024-04-27 20:52:12 transreid.train INFO: Epoch 30 done. Time per epoch: 11.272[s] Speed: 999.3[samples/s]
2024-04-27 20:52:15 transreid.train INFO: Epoch[31] Iter[10/47] Loss: 3.610, Acc: 0.428, Base Lr: 1.35e-03
2024-04-27 20:52:18 transreid.train INFO: Epoch[31] Iter[20/47] Loss: 3.288, Acc: 0.492, Base Lr: 1.35e-03
2024-04-27 20:52:20 transreid.train INFO: Epoch[31] Iter[30/47] Loss: 3.116, Acc: 0.540, Base Lr: 1.35e-03
2024-04-27 20:52:22 transreid.train INFO: Epoch[31] Iter[40/47] Loss: 2.851, Acc: 0.606, Base Lr: 1.35e-03
2024-04-27 20:52:23 transreid.train INFO: Epoch 31 done. Time per epoch: 10.946[s] Speed: 1005.7[samples/s]
2024-04-27 20:52:26 transreid.train INFO: Epoch[32] Iter[10/47] Loss: 3.525, Acc: 0.429, Base Lr: 1.34e-03
2024-04-27 20:52:28 transreid.train INFO: Epoch[32] Iter[20/47] Loss: 3.306, Acc: 0.484, Base Lr: 1.34e-03
2024-04-27 20:52:31 transreid.train INFO: Epoch[32] Iter[30/47] Loss: 3.029, Acc: 0.551, Base Lr: 1.34e-03
2024-04-27 20:52:33 transreid.train INFO: Epoch[32] Iter[40/47] Loss: 2.738, Acc: 0.625, Base Lr: 1.34e-03
2024-04-27 20:52:34 transreid.train INFO: Epoch 32 done. Time per epoch: 11.128[s] Speed: 1012.2[samples/s]
2024-04-27 20:52:37 transreid.train INFO: Epoch[33] Iter[10/47] Loss: 3.456, Acc: 0.459, Base Lr: 1.32e-03
2024-04-27 20:52:40 transreid.train INFO: Epoch[33] Iter[20/47] Loss: 3.156, Acc: 0.517, Base Lr: 1.32e-03
2024-04-27 20:52:42 transreid.train INFO: Epoch[33] Iter[30/47] Loss: 2.917, Acc: 0.573, Base Lr: 1.32e-03
2024-04-27 20:52:44 transreid.train INFO: Epoch[33] Iter[40/47] Loss: 2.633, Acc: 0.637, Base Lr: 1.32e-03
2024-04-27 20:52:45 transreid.train INFO: Epoch 33 done. Time per epoch: 11.102[s] Speed: 1014.6[samples/s]
2024-04-27 20:52:49 transreid.train INFO: Epoch[34] Iter[10/47] Loss: 3.297, Acc: 0.468, Base Lr: 1.30e-03
2024-04-27 20:52:51 transreid.train INFO: Epoch[34] Iter[20/47] Loss: 3.078, Acc: 0.508, Base Lr: 1.30e-03
2024-04-27 20:52:53 transreid.train INFO: Epoch[34] Iter[30/47] Loss: 2.812, Acc: 0.576, Base Lr: 1.30e-03
2024-04-27 20:52:55 transreid.train INFO: Epoch[34] Iter[40/47] Loss: 2.514, Acc: 0.647, Base Lr: 1.30e-03
2024-04-27 20:52:56 transreid.train INFO: Epoch 34 done. Time per epoch: 11.299[s] Speed: 996.9[samples/s]
2024-04-27 20:53:00 transreid.train INFO: Epoch[35] Iter[10/47] Loss: 3.131, Acc: 0.490, Base Lr: 1.29e-03
2024-04-27 20:53:02 transreid.train INFO: Epoch[35] Iter[20/47] Loss: 2.875, Acc: 0.552, Base Lr: 1.29e-03
2024-04-27 20:53:04 transreid.train INFO: Epoch[35] Iter[30/47] Loss: 2.631, Acc: 0.615, Base Lr: 1.29e-03
2024-04-27 20:53:06 transreid.train INFO: Epoch[35] Iter[40/47] Loss: 2.385, Acc: 0.673, Base Lr: 1.29e-03
2024-04-27 20:53:07 transreid.train INFO: Epoch 35 done. Time per epoch: 11.130[s] Speed: 1012.0[samples/s]
2024-04-27 20:53:11 transreid.train INFO: Epoch[36] Iter[10/47] Loss: 3.101, Acc: 0.484, Base Lr: 1.27e-03
2024-04-27 20:53:13 transreid.train INFO: Epoch[36] Iter[20/47] Loss: 2.898, Acc: 0.543, Base Lr: 1.27e-03
2024-04-27 20:53:15 transreid.train INFO: Epoch[36] Iter[30/47] Loss: 2.595, Acc: 0.614, Base Lr: 1.27e-03
2024-04-27 20:53:18 transreid.train INFO: Epoch[36] Iter[40/47] Loss: 2.319, Acc: 0.682, Base Lr: 1.27e-03
2024-04-27 20:53:19 transreid.train INFO: Epoch 36 done. Time per epoch: 11.157[s] Speed: 1009.6[samples/s]
2024-04-27 20:53:22 transreid.train INFO: Epoch[37] Iter[10/47] Loss: 2.962, Acc: 0.537, Base Lr: 1.25e-03
2024-04-27 20:53:24 transreid.train INFO: Epoch[37] Iter[20/47] Loss: 2.713, Acc: 0.591, Base Lr: 1.25e-03
2024-04-27 20:53:27 transreid.train INFO: Epoch[37] Iter[30/47] Loss: 2.458, Acc: 0.646, Base Lr: 1.25e-03
2024-04-27 20:53:29 transreid.train INFO: Epoch[37] Iter[40/47] Loss: 2.236, Acc: 0.697, Base Lr: 1.25e-03
2024-04-27 20:53:30 transreid.train INFO: Epoch 37 done. Time per epoch: 10.968[s] Speed: 1003.7[samples/s]
2024-04-27 20:53:33 transreid.train INFO: Epoch[38] Iter[10/47] Loss: 2.781, Acc: 0.566, Base Lr: 1.24e-03
2024-04-27 20:53:35 transreid.train INFO: Epoch[38] Iter[20/47] Loss: 2.614, Acc: 0.601, Base Lr: 1.24e-03
2024-04-27 20:53:37 transreid.train INFO: Epoch[38] Iter[30/47] Loss: 2.402, Acc: 0.648, Base Lr: 1.24e-03
2024-04-27 20:53:40 transreid.train INFO: Epoch[38] Iter[40/47] Loss: 2.150, Acc: 0.707, Base Lr: 1.24e-03
2024-04-27 20:53:41 transreid.train INFO: Epoch 38 done. Time per epoch: 11.188[s] Speed: 1006.8[samples/s]
2024-04-27 20:53:44 transreid.train INFO: Epoch[39] Iter[10/47] Loss: 2.763, Acc: 0.568, Base Lr: 1.22e-03
2024-04-27 20:53:46 transreid.train INFO: Epoch[39] Iter[20/47] Loss: 2.529, Acc: 0.614, Base Lr: 1.22e-03
2024-04-27 20:53:49 transreid.train INFO: Epoch[39] Iter[30/47] Loss: 2.316, Acc: 0.660, Base Lr: 1.22e-03
2024-04-27 20:53:51 transreid.train INFO: Epoch[39] Iter[40/47] Loss: 2.067, Acc: 0.720, Base Lr: 1.22e-03
2024-04-27 20:53:52 transreid.train INFO: Epoch 39 done. Time per epoch: 11.152[s] Speed: 1010.1[samples/s]
2024-04-27 20:53:55 transreid.train INFO: Epoch[40] Iter[10/47] Loss: 2.724, Acc: 0.571, Base Lr: 1.20e-03
2024-04-27 20:53:58 transreid.train INFO: Epoch[40] Iter[20/47] Loss: 2.474, Acc: 0.626, Base Lr: 1.20e-03
2024-04-27 20:54:00 transreid.train INFO: Epoch[40] Iter[30/47] Loss: 2.217, Acc: 0.684, Base Lr: 1.20e-03
2024-04-27 20:54:02 transreid.train INFO: Epoch[40] Iter[40/47] Loss: 1.992, Acc: 0.735, Base Lr: 1.20e-03
2024-04-27 20:54:03 transreid.train INFO: Epoch 40 done. Time per epoch: 11.202[s] Speed: 1005.5[samples/s]
2024-04-27 20:54:17 transreid.train INFO: Validation Results - Epoch: 40
2024-04-27 20:54:17 transreid.train INFO: mAP: 89.0%
2024-04-27 20:54:17 transreid.train INFO: CMC curve, Rank-1  :95.0%
2024-04-27 20:54:17 transreid.train INFO: CMC curve, Rank-5  :98.2%
2024-04-27 20:54:17 transreid.train INFO: CMC curve, Rank-10 :98.9%
2024-04-27 20:54:21 transreid.train INFO: Epoch[41] Iter[10/47] Loss: 2.684, Acc: 0.569, Base Lr: 1.18e-03
2024-04-27 20:54:23 transreid.train INFO: Epoch[41] Iter[20/47] Loss: 2.382, Acc: 0.635, Base Lr: 1.18e-03
2024-04-27 20:54:25 transreid.train INFO: Epoch[41] Iter[30/47] Loss: 2.169, Acc: 0.686, Base Lr: 1.18e-03
2024-04-27 20:54:28 transreid.train INFO: Epoch[41] Iter[40/47] Loss: 1.928, Acc: 0.740, Base Lr: 1.18e-03
2024-04-27 20:54:29 transreid.train INFO: Epoch 41 done. Time per epoch: 11.284[s] Speed: 998.2[samples/s]
2024-04-27 20:54:32 transreid.train INFO: Epoch[42] Iter[10/47] Loss: 2.550, Acc: 0.591, Base Lr: 1.16e-03
2024-04-27 20:54:34 transreid.train INFO: Epoch[42] Iter[20/47] Loss: 2.303, Acc: 0.652, Base Lr: 1.16e-03
2024-04-27 20:54:37 transreid.train INFO: Epoch[42] Iter[30/47] Loss: 2.095, Acc: 0.698, Base Lr: 1.16e-03
2024-04-27 20:54:39 transreid.train INFO: Epoch[42] Iter[40/47] Loss: 1.864, Acc: 0.750, Base Lr: 1.16e-03
2024-04-27 20:54:40 transreid.train INFO: Epoch 42 done. Time per epoch: 11.205[s] Speed: 1005.3[samples/s]
2024-04-27 20:54:43 transreid.train INFO: Epoch[43] Iter[10/47] Loss: 2.483, Acc: 0.604, Base Lr: 1.15e-03
2024-04-27 20:54:46 transreid.train INFO: Epoch[43] Iter[20/47] Loss: 2.277, Acc: 0.658, Base Lr: 1.15e-03
2024-04-27 20:54:48 transreid.train INFO: Epoch[43] Iter[30/47] Loss: 2.061, Acc: 0.708, Base Lr: 1.15e-03
2024-04-27 20:54:50 transreid.train INFO: Epoch[43] Iter[40/47] Loss: 1.810, Acc: 0.763, Base Lr: 1.15e-03
2024-04-27 20:54:51 transreid.train INFO: Epoch 43 done. Time per epoch: 11.238[s] Speed: 1002.3[samples/s]
2024-04-27 20:54:55 transreid.train INFO: Epoch[44] Iter[10/47] Loss: 2.412, Acc: 0.602, Base Lr: 1.13e-03
2024-04-27 20:54:57 transreid.train INFO: Epoch[44] Iter[20/47] Loss: 2.178, Acc: 0.663, Base Lr: 1.13e-03
2024-04-27 20:54:59 transreid.train INFO: Epoch[44] Iter[30/47] Loss: 1.928, Acc: 0.722, Base Lr: 1.13e-03
2024-04-27 20:55:01 transreid.train INFO: Epoch[44] Iter[40/47] Loss: 1.709, Acc: 0.771, Base Lr: 1.13e-03
2024-04-27 20:55:02 transreid.train INFO: Epoch 44 done. Time per epoch: 11.178[s] Speed: 1007.7[samples/s]
2024-04-27 20:55:06 transreid.train INFO: Epoch[45] Iter[10/47] Loss: 2.403, Acc: 0.619, Base Lr: 1.11e-03
2024-04-27 20:55:08 transreid.train INFO: Epoch[45] Iter[20/47] Loss: 2.138, Acc: 0.682, Base Lr: 1.11e-03
2024-04-27 20:55:10 transreid.train INFO: Epoch[45] Iter[30/47] Loss: 1.919, Acc: 0.733, Base Lr: 1.11e-03
2024-04-27 20:55:13 transreid.train INFO: Epoch[45] Iter[40/47] Loss: 1.706, Acc: 0.778, Base Lr: 1.11e-03
2024-04-27 20:55:14 transreid.train INFO: Epoch 45 done. Time per epoch: 11.320[s] Speed: 995.0[samples/s]
2024-04-27 20:55:17 transreid.train INFO: Epoch[46] Iter[10/47] Loss: 2.224, Acc: 0.657, Base Lr: 1.09e-03
2024-04-27 20:55:19 transreid.train INFO: Epoch[46] Iter[20/47] Loss: 2.034, Acc: 0.694, Base Lr: 1.09e-03
2024-04-27 20:55:22 transreid.train INFO: Epoch[46] Iter[30/47] Loss: 1.843, Acc: 0.738, Base Lr: 1.09e-03
2024-04-27 20:55:24 transreid.train INFO: Epoch[46] Iter[40/47] Loss: 1.627, Acc: 0.787, Base Lr: 1.09e-03
2024-04-27 20:55:25 transreid.train INFO: Epoch 46 done. Time per epoch: 11.215[s] Speed: 1004.3[samples/s]
2024-04-27 20:55:28 transreid.train INFO: Epoch[47] Iter[10/47] Loss: 2.238, Acc: 0.640, Base Lr: 1.07e-03
2024-04-27 20:55:31 transreid.train INFO: Epoch[47] Iter[20/47] Loss: 2.054, Acc: 0.689, Base Lr: 1.07e-03
2024-04-27 20:55:33 transreid.train INFO: Epoch[47] Iter[30/47] Loss: 1.799, Acc: 0.745, Base Lr: 1.07e-03
2024-04-27 20:55:35 transreid.train INFO: Epoch[47] Iter[40/47] Loss: 1.582, Acc: 0.791, Base Lr: 1.07e-03
2024-04-27 20:55:36 transreid.train INFO: Epoch 47 done. Time per epoch: 11.158[s] Speed: 1009.5[samples/s]
2024-04-27 20:55:39 transreid.train INFO: Epoch[48] Iter[10/47] Loss: 2.222, Acc: 0.642, Base Lr: 1.05e-03
2024-04-27 20:55:42 transreid.train INFO: Epoch[48] Iter[20/47] Loss: 1.935, Acc: 0.703, Base Lr: 1.05e-03
2024-04-27 20:55:44 transreid.train INFO: Epoch[48] Iter[30/47] Loss: 1.717, Acc: 0.756, Base Lr: 1.05e-03
2024-04-27 20:55:46 transreid.train INFO: Epoch[48] Iter[40/47] Loss: 1.527, Acc: 0.800, Base Lr: 1.05e-03
2024-04-27 20:55:47 transreid.train INFO: Epoch 48 done. Time per epoch: 11.175[s] Speed: 1007.9[samples/s]
2024-04-27 20:55:51 transreid.train INFO: Epoch[49] Iter[10/47] Loss: 2.229, Acc: 0.628, Base Lr: 1.03e-03
2024-04-27 20:55:53 transreid.train INFO: Epoch[49] Iter[20/47] Loss: 1.952, Acc: 0.699, Base Lr: 1.03e-03
2024-04-27 20:55:55 transreid.train INFO: Epoch[49] Iter[30/47] Loss: 1.708, Acc: 0.754, Base Lr: 1.03e-03
2024-04-27 20:55:57 transreid.train INFO: Epoch[49] Iter[40/47] Loss: 1.497, Acc: 0.800, Base Lr: 1.03e-03
2024-04-27 20:55:58 transreid.train INFO: Epoch 49 done. Time per epoch: 11.122[s] Speed: 1012.7[samples/s]
2024-04-27 20:56:02 transreid.train INFO: Epoch[50] Iter[10/47] Loss: 2.155, Acc: 0.651, Base Lr: 1.01e-03
2024-04-27 20:56:04 transreid.train INFO: Epoch[50] Iter[20/47] Loss: 1.868, Acc: 0.712, Base Lr: 1.01e-03
2024-04-27 20:56:06 transreid.train INFO: Epoch[50] Iter[30/47] Loss: 1.665, Acc: 0.762, Base Lr: 1.01e-03
2024-04-27 20:56:08 transreid.train INFO: Epoch[50] Iter[40/47] Loss: 1.436, Acc: 0.811, Base Lr: 1.01e-03
2024-04-27 20:56:09 transreid.train INFO: Epoch 50 done. Time per epoch: 11.130[s] Speed: 1012.1[samples/s]
2024-04-27 20:56:13 transreid.train INFO: Epoch[51] Iter[10/47] Loss: 1.989, Acc: 0.688, Base Lr: 9.88e-04
2024-04-27 20:56:15 transreid.train INFO: Epoch[51] Iter[20/47] Loss: 1.800, Acc: 0.724, Base Lr: 9.88e-04
2024-04-27 20:56:17 transreid.train INFO: Epoch[51] Iter[30/47] Loss: 1.593, Acc: 0.769, Base Lr: 9.88e-04
2024-04-27 20:56:20 transreid.train INFO: Epoch[51] Iter[40/47] Loss: 1.397, Acc: 0.814, Base Lr: 9.88e-04
2024-04-27 20:56:21 transreid.train INFO: Epoch 51 done. Time per epoch: 11.288[s] Speed: 997.8[samples/s]
2024-04-27 20:56:24 transreid.train INFO: Epoch[52] Iter[10/47] Loss: 2.057, Acc: 0.664, Base Lr: 9.68e-04
2024-04-27 20:56:26 transreid.train INFO: Epoch[52] Iter[20/47] Loss: 1.798, Acc: 0.722, Base Lr: 9.68e-04
2024-04-27 20:56:29 transreid.train INFO: Epoch[52] Iter[30/47] Loss: 1.544, Acc: 0.781, Base Lr: 9.68e-04
2024-04-27 20:56:31 transreid.train INFO: Epoch[52] Iter[40/47] Loss: 1.354, Acc: 0.820, Base Lr: 9.68e-04
2024-04-27 20:56:32 transreid.train INFO: Epoch 52 done. Time per epoch: 11.243[s] Speed: 1001.9[samples/s]
2024-04-27 20:56:35 transreid.train INFO: Epoch[53] Iter[10/47] Loss: 1.875, Acc: 0.711, Base Lr: 9.47e-04
2024-04-27 20:56:38 transreid.train INFO: Epoch[53] Iter[20/47] Loss: 1.702, Acc: 0.748, Base Lr: 9.47e-04
2024-04-27 20:56:40 transreid.train INFO: Epoch[53] Iter[30/47] Loss: 1.517, Acc: 0.791, Base Lr: 9.47e-04
2024-04-27 20:56:42 transreid.train INFO: Epoch[53] Iter[40/47] Loss: 1.321, Acc: 0.829, Base Lr: 9.47e-04
2024-04-27 20:56:43 transreid.train INFO: Epoch 53 done. Time per epoch: 11.133[s] Speed: 1011.7[samples/s]
2024-04-27 20:56:47 transreid.train INFO: Epoch[54] Iter[10/47] Loss: 1.935, Acc: 0.687, Base Lr: 9.26e-04
2024-04-27 20:56:49 transreid.train INFO: Epoch[54] Iter[20/47] Loss: 1.722, Acc: 0.736, Base Lr: 9.26e-04
2024-04-27 20:56:51 transreid.train INFO: Epoch[54] Iter[30/47] Loss: 1.496, Acc: 0.789, Base Lr: 9.26e-04
2024-04-27 20:56:53 transreid.train INFO: Epoch[54] Iter[40/47] Loss: 1.296, Acc: 0.830, Base Lr: 9.26e-04
2024-04-27 20:56:54 transreid.train INFO: Epoch 54 done. Time per epoch: 11.129[s] Speed: 1012.1[samples/s]
2024-04-27 20:56:58 transreid.train INFO: Epoch[55] Iter[10/47] Loss: 1.861, Acc: 0.703, Base Lr: 9.06e-04
2024-04-27 20:57:00 transreid.train INFO: Epoch[55] Iter[20/47] Loss: 1.657, Acc: 0.750, Base Lr: 9.06e-04
2024-04-27 20:57:02 transreid.train INFO: Epoch[55] Iter[30/47] Loss: 1.442, Acc: 0.794, Base Lr: 9.06e-04
2024-04-27 20:57:04 transreid.train INFO: Epoch[55] Iter[40/47] Loss: 1.238, Acc: 0.836, Base Lr: 9.06e-04
2024-04-27 20:57:05 transreid.train INFO: Epoch 55 done. Time per epoch: 11.161[s] Speed: 1009.3[samples/s]
2024-04-27 20:57:09 transreid.train INFO: Epoch[56] Iter[10/47] Loss: 1.759, Acc: 0.721, Base Lr: 8.85e-04
2024-04-27 20:57:11 transreid.train INFO: Epoch[56] Iter[20/47] Loss: 1.548, Acc: 0.767, Base Lr: 8.85e-04
2024-04-27 20:57:13 transreid.train INFO: Epoch[56] Iter[30/47] Loss: 1.385, Acc: 0.802, Base Lr: 8.85e-04
2024-04-27 20:57:16 transreid.train INFO: Epoch[56] Iter[40/47] Loss: 1.210, Acc: 0.841, Base Lr: 8.85e-04
2024-04-27 20:57:16 transreid.train INFO: Epoch 56 done. Time per epoch: 11.016[s] Speed: 999.3[samples/s]
2024-04-27 20:57:20 transreid.train INFO: Epoch[57] Iter[10/47] Loss: 1.723, Acc: 0.720, Base Lr: 8.64e-04
2024-04-27 20:57:22 transreid.train INFO: Epoch[57] Iter[20/47] Loss: 1.576, Acc: 0.761, Base Lr: 8.64e-04
2024-04-27 20:57:24 transreid.train INFO: Epoch[57] Iter[30/47] Loss: 1.349, Acc: 0.810, Base Lr: 8.64e-04
2024-04-27 20:57:27 transreid.train INFO: Epoch[57] Iter[40/47] Loss: 1.183, Acc: 0.847, Base Lr: 8.64e-04
2024-04-27 20:57:28 transreid.train INFO: Epoch 57 done. Time per epoch: 11.171[s] Speed: 1008.3[samples/s]
2024-04-27 20:57:31 transreid.train INFO: Epoch[58] Iter[10/47] Loss: 1.723, Acc: 0.723, Base Lr: 8.43e-04
2024-04-27 20:57:33 transreid.train INFO: Epoch[58] Iter[20/47] Loss: 1.537, Acc: 0.769, Base Lr: 8.43e-04
2024-04-27 20:57:36 transreid.train INFO: Epoch[58] Iter[30/47] Loss: 1.339, Acc: 0.813, Base Lr: 8.43e-04
2024-04-27 20:57:38 transreid.train INFO: Epoch[58] Iter[40/47] Loss: 1.158, Acc: 0.851, Base Lr: 8.43e-04
2024-04-27 20:57:39 transreid.train INFO: Epoch 58 done. Time per epoch: 11.171[s] Speed: 1008.4[samples/s]
2024-04-27 20:57:42 transreid.train INFO: Epoch[59] Iter[10/47] Loss: 1.765, Acc: 0.720, Base Lr: 8.22e-04
2024-04-27 20:57:44 transreid.train INFO: Epoch[59] Iter[20/47] Loss: 1.507, Acc: 0.772, Base Lr: 8.22e-04
2024-04-27 20:57:47 transreid.train INFO: Epoch[59] Iter[30/47] Loss: 1.303, Acc: 0.818, Base Lr: 8.22e-04
2024-04-27 20:57:49 transreid.train INFO: Epoch[59] Iter[40/47] Loss: 1.128, Acc: 0.855, Base Lr: 8.22e-04
2024-04-27 20:57:50 transreid.train INFO: Epoch 59 done. Time per epoch: 11.133[s] Speed: 1011.8[samples/s]
2024-04-27 20:57:53 transreid.train INFO: Epoch[60] Iter[10/47] Loss: 1.692, Acc: 0.731, Base Lr: 8.02e-04
2024-04-27 20:57:56 transreid.train INFO: Epoch[60] Iter[20/47] Loss: 1.513, Acc: 0.768, Base Lr: 8.02e-04
2024-04-27 20:57:58 transreid.train INFO: Epoch[60] Iter[30/47] Loss: 1.284, Acc: 0.820, Base Lr: 8.02e-04
2024-04-27 20:58:00 transreid.train INFO: Epoch[60] Iter[40/47] Loss: 1.119, Acc: 0.855, Base Lr: 8.02e-04
2024-04-27 20:58:01 transreid.train INFO: Epoch 60 done. Time per epoch: 11.177[s] Speed: 1007.8[samples/s]
2024-04-27 20:58:15 transreid.train INFO: Validation Results - Epoch: 60
2024-04-27 20:58:15 transreid.train INFO: mAP: 90.3%
2024-04-27 20:58:15 transreid.train INFO: CMC curve, Rank-1  :95.6%
2024-04-27 20:58:15 transreid.train INFO: CMC curve, Rank-5  :98.3%
2024-04-27 20:58:15 transreid.train INFO: CMC curve, Rank-10 :99.0%
2024-04-27 20:58:19 transreid.train INFO: Epoch[61] Iter[10/47] Loss: 1.662, Acc: 0.746, Base Lr: 7.81e-04
2024-04-27 20:58:21 transreid.train INFO: Epoch[61] Iter[20/47] Loss: 1.463, Acc: 0.788, Base Lr: 7.81e-04
2024-04-27 20:58:23 transreid.train INFO: Epoch[61] Iter[30/47] Loss: 1.266, Acc: 0.829, Base Lr: 7.81e-04
2024-04-27 20:58:25 transreid.train INFO: Epoch[61] Iter[40/47] Loss: 1.089, Acc: 0.863, Base Lr: 7.81e-04
2024-04-27 20:58:26 transreid.train INFO: Epoch 61 done. Time per epoch: 11.170[s] Speed: 1008.4[samples/s]
2024-04-27 20:58:30 transreid.train INFO: Epoch[62] Iter[10/47] Loss: 1.618, Acc: 0.743, Base Lr: 7.60e-04
2024-04-27 20:58:32 transreid.train INFO: Epoch[62] Iter[20/47] Loss: 1.398, Acc: 0.795, Base Lr: 7.60e-04
2024-04-27 20:58:34 transreid.train INFO: Epoch[62] Iter[30/47] Loss: 1.229, Acc: 0.832, Base Lr: 7.60e-04
2024-04-27 20:58:37 transreid.train INFO: Epoch[62] Iter[40/47] Loss: 1.072, Acc: 0.864, Base Lr: 7.60e-04
2024-04-27 20:58:38 transreid.train INFO: Epoch 62 done. Time per epoch: 11.200[s] Speed: 1005.7[samples/s]
2024-04-27 20:58:41 transreid.train INFO: Epoch[63] Iter[10/47] Loss: 1.641, Acc: 0.734, Base Lr: 7.39e-04
2024-04-27 20:58:43 transreid.train INFO: Epoch[63] Iter[20/47] Loss: 1.407, Acc: 0.794, Base Lr: 7.39e-04
2024-04-27 20:58:46 transreid.train INFO: Epoch[63] Iter[30/47] Loss: 1.215, Acc: 0.839, Base Lr: 7.39e-04
2024-04-27 20:58:48 transreid.train INFO: Epoch[63] Iter[40/47] Loss: 1.050, Acc: 0.869, Base Lr: 7.39e-04
2024-04-27 20:58:49 transreid.train INFO: Epoch 63 done. Time per epoch: 11.186[s] Speed: 1007.0[samples/s]
2024-04-27 20:58:52 transreid.train INFO: Epoch[64] Iter[10/47] Loss: 1.561, Acc: 0.752, Base Lr: 7.18e-04
2024-04-27 20:58:54 transreid.train INFO: Epoch[64] Iter[20/47] Loss: 1.374, Acc: 0.793, Base Lr: 7.18e-04
2024-04-27 20:58:57 transreid.train INFO: Epoch[64] Iter[30/47] Loss: 1.180, Acc: 0.838, Base Lr: 7.18e-04
2024-04-27 20:58:59 transreid.train INFO: Epoch[64] Iter[40/47] Loss: 1.017, Acc: 0.871, Base Lr: 7.18e-04
2024-04-27 20:59:00 transreid.train INFO: Epoch 64 done. Time per epoch: 11.083[s] Speed: 1016.3[samples/s]
2024-04-27 20:59:03 transreid.train INFO: Epoch[65] Iter[10/47] Loss: 1.445, Acc: 0.790, Base Lr: 6.97e-04
2024-04-27 20:59:06 transreid.train INFO: Epoch[65] Iter[20/47] Loss: 1.293, Acc: 0.816, Base Lr: 6.97e-04
2024-04-27 20:59:08 transreid.train INFO: Epoch[65] Iter[30/47] Loss: 1.139, Acc: 0.850, Base Lr: 6.97e-04
2024-04-27 20:59:10 transreid.train INFO: Epoch[65] Iter[40/47] Loss: 0.987, Acc: 0.877, Base Lr: 6.97e-04
2024-04-27 20:59:11 transreid.train INFO: Epoch 65 done. Time per epoch: 11.318[s] Speed: 995.2[samples/s]
2024-04-27 20:59:15 transreid.train INFO: Epoch[66] Iter[10/47] Loss: 1.500, Acc: 0.764, Base Lr: 6.77e-04
2024-04-27 20:59:17 transreid.train INFO: Epoch[66] Iter[20/47] Loss: 1.289, Acc: 0.808, Base Lr: 6.77e-04
2024-04-27 20:59:19 transreid.train INFO: Epoch[66] Iter[30/47] Loss: 1.116, Acc: 0.851, Base Lr: 6.77e-04
2024-04-27 20:59:22 transreid.train INFO: Epoch[66] Iter[40/47] Loss: 0.970, Acc: 0.881, Base Lr: 6.77e-04
2024-04-27 20:59:23 transreid.train INFO: Epoch 66 done. Time per epoch: 11.313[s] Speed: 995.6[samples/s]
2024-04-27 20:59:26 transreid.train INFO: Epoch[67] Iter[10/47] Loss: 1.457, Acc: 0.783, Base Lr: 6.56e-04
2024-04-27 20:59:28 transreid.train INFO: Epoch[67] Iter[20/47] Loss: 1.299, Acc: 0.817, Base Lr: 6.56e-04
2024-04-27 20:59:30 transreid.train INFO: Epoch[67] Iter[30/47] Loss: 1.108, Acc: 0.852, Base Lr: 6.56e-04
2024-04-27 20:59:33 transreid.train INFO: Epoch[67] Iter[40/47] Loss: 0.945, Acc: 0.883, Base Lr: 6.56e-04
2024-04-27 20:59:34 transreid.train INFO: Epoch 67 done. Time per epoch: 11.205[s] Speed: 1005.3[samples/s]
2024-04-27 20:59:37 transreid.train INFO: Epoch[68] Iter[10/47] Loss: 1.485, Acc: 0.774, Base Lr: 6.36e-04
2024-04-27 20:59:39 transreid.train INFO: Epoch[68] Iter[20/47] Loss: 1.264, Acc: 0.820, Base Lr: 6.36e-04
2024-04-27 20:59:42 transreid.train INFO: Epoch[68] Iter[30/47] Loss: 1.066, Acc: 0.859, Base Lr: 6.36e-04
2024-04-27 20:59:44 transreid.train INFO: Epoch[68] Iter[40/47] Loss: 0.928, Acc: 0.886, Base Lr: 6.36e-04
2024-04-27 20:59:45 transreid.train INFO: Epoch 68 done. Time per epoch: 11.173[s] Speed: 1008.1[samples/s]
2024-04-27 20:59:48 transreid.train INFO: Epoch[69] Iter[10/47] Loss: 1.529, Acc: 0.768, Base Lr: 6.15e-04
2024-04-27 20:59:51 transreid.train INFO: Epoch[69] Iter[20/47] Loss: 1.252, Acc: 0.828, Base Lr: 6.15e-04
2024-04-27 20:59:53 transreid.train INFO: Epoch[69] Iter[30/47] Loss: 1.086, Acc: 0.862, Base Lr: 6.15e-04
2024-04-27 20:59:55 transreid.train INFO: Epoch[69] Iter[40/47] Loss: 0.940, Acc: 0.890, Base Lr: 6.15e-04
2024-04-27 20:59:56 transreid.train INFO: Epoch 69 done. Time per epoch: 11.230[s] Speed: 1003.1[samples/s]
2024-04-27 21:00:00 transreid.train INFO: Epoch[70] Iter[10/47] Loss: 1.405, Acc: 0.789, Base Lr: 5.95e-04
2024-04-27 21:00:02 transreid.train INFO: Epoch[70] Iter[20/47] Loss: 1.208, Acc: 0.831, Base Lr: 5.95e-04
2024-04-27 21:00:04 transreid.train INFO: Epoch[70] Iter[30/47] Loss: 1.046, Acc: 0.863, Base Lr: 5.95e-04
2024-04-27 21:00:06 transreid.train INFO: Epoch[70] Iter[40/47] Loss: 0.895, Acc: 0.891, Base Lr: 5.95e-04
2024-04-27 21:00:07 transreid.train INFO: Epoch 70 done. Time per epoch: 11.216[s] Speed: 1004.3[samples/s]
2024-04-27 21:00:11 transreid.train INFO: Epoch[71] Iter[10/47] Loss: 1.436, Acc: 0.774, Base Lr: 5.75e-04
2024-04-27 21:00:13 transreid.train INFO: Epoch[71] Iter[20/47] Loss: 1.227, Acc: 0.828, Base Lr: 5.75e-04
2024-04-27 21:00:15 transreid.train INFO: Epoch[71] Iter[30/47] Loss: 1.049, Acc: 0.866, Base Lr: 5.75e-04
2024-04-27 21:00:18 transreid.train INFO: Epoch[71] Iter[40/47] Loss: 0.904, Acc: 0.893, Base Lr: 5.75e-04
2024-04-27 21:00:19 transreid.train INFO: Epoch 71 done. Time per epoch: 11.308[s] Speed: 996.1[samples/s]
2024-04-27 21:00:22 transreid.train INFO: Epoch[72] Iter[10/47] Loss: 1.500, Acc: 0.773, Base Lr: 5.55e-04
2024-04-27 21:00:24 transreid.train INFO: Epoch[72] Iter[20/47] Loss: 1.220, Acc: 0.835, Base Lr: 5.55e-04
2024-04-27 21:00:27 transreid.train INFO: Epoch[72] Iter[30/47] Loss: 1.035, Acc: 0.871, Base Lr: 5.55e-04
2024-04-27 21:00:29 transreid.train INFO: Epoch[72] Iter[40/47] Loss: 0.881, Acc: 0.899, Base Lr: 5.55e-04
2024-04-27 21:00:30 transreid.train INFO: Epoch 72 done. Time per epoch: 11.162[s] Speed: 1009.1[samples/s]
2024-04-27 21:00:33 transreid.train INFO: Epoch[73] Iter[10/47] Loss: 1.429, Acc: 0.771, Base Lr: 5.35e-04
2024-04-27 21:00:36 transreid.train INFO: Epoch[73] Iter[20/47] Loss: 1.162, Acc: 0.835, Base Lr: 5.35e-04
2024-04-27 21:00:38 transreid.train INFO: Epoch[73] Iter[30/47] Loss: 1.014, Acc: 0.868, Base Lr: 5.35e-04
2024-04-27 21:00:40 transreid.train INFO: Epoch[73] Iter[40/47] Loss: 0.865, Acc: 0.898, Base Lr: 5.35e-04
2024-04-27 21:00:41 transreid.train INFO: Epoch 73 done. Time per epoch: 11.160[s] Speed: 1009.3[samples/s]
2024-04-27 21:00:44 transreid.train INFO: Epoch[74] Iter[10/47] Loss: 1.391, Acc: 0.795, Base Lr: 5.15e-04
2024-04-27 21:00:47 transreid.train INFO: Epoch[74] Iter[20/47] Loss: 1.176, Acc: 0.843, Base Lr: 5.15e-04
2024-04-27 21:00:49 transreid.train INFO: Epoch[74] Iter[30/47] Loss: 0.998, Acc: 0.876, Base Lr: 5.15e-04
2024-04-27 21:00:51 transreid.train INFO: Epoch[74] Iter[40/47] Loss: 0.853, Acc: 0.902, Base Lr: 5.15e-04
2024-04-27 21:00:52 transreid.train INFO: Epoch 74 done. Time per epoch: 11.114[s] Speed: 1013.5[samples/s]
2024-04-27 21:00:56 transreid.train INFO: Epoch[75] Iter[10/47] Loss: 1.380, Acc: 0.799, Base Lr: 4.96e-04
2024-04-27 21:00:58 transreid.train INFO: Epoch[75] Iter[20/47] Loss: 1.143, Acc: 0.845, Base Lr: 4.96e-04
2024-04-27 21:01:00 transreid.train INFO: Epoch[75] Iter[30/47] Loss: 0.971, Acc: 0.881, Base Lr: 4.96e-04
2024-04-27 21:01:02 transreid.train INFO: Epoch[75] Iter[40/47] Loss: 0.853, Acc: 0.902, Base Lr: 4.96e-04
2024-04-27 21:01:03 transreid.train INFO: Epoch 75 done. Time per epoch: 11.166[s] Speed: 1008.8[samples/s]
2024-04-27 21:01:07 transreid.train INFO: Epoch[76] Iter[10/47] Loss: 1.243, Acc: 0.836, Base Lr: 4.77e-04
2024-04-27 21:01:09 transreid.train INFO: Epoch[76] Iter[20/47] Loss: 1.107, Acc: 0.861, Base Lr: 4.77e-04
2024-04-27 21:01:11 transreid.train INFO: Epoch[76] Iter[30/47] Loss: 0.964, Acc: 0.889, Base Lr: 4.77e-04
2024-04-27 21:01:13 transreid.train INFO: Epoch[76] Iter[40/47] Loss: 0.839, Acc: 0.908, Base Lr: 4.77e-04
2024-04-27 21:01:14 transreid.train INFO: Epoch 76 done. Time per epoch: 11.148[s] Speed: 1010.4[samples/s]
2024-04-27 21:01:18 transreid.train INFO: Epoch[77] Iter[10/47] Loss: 1.217, Acc: 0.823, Base Lr: 4.58e-04
2024-04-27 21:01:20 transreid.train INFO: Epoch[77] Iter[20/47] Loss: 1.106, Acc: 0.852, Base Lr: 4.58e-04
2024-04-27 21:01:22 transreid.train INFO: Epoch[77] Iter[30/47] Loss: 0.958, Acc: 0.884, Base Lr: 4.58e-04
2024-04-27 21:01:25 transreid.train INFO: Epoch[77] Iter[40/47] Loss: 0.821, Acc: 0.909, Base Lr: 4.58e-04
2024-04-27 21:01:26 transreid.train INFO: Epoch 77 done. Time per epoch: 11.155[s] Speed: 1009.8[samples/s]
2024-04-27 21:01:29 transreid.train INFO: Epoch[78] Iter[10/47] Loss: 1.328, Acc: 0.811, Base Lr: 4.39e-04
2024-04-27 21:01:31 transreid.train INFO: Epoch[78] Iter[20/47] Loss: 1.101, Acc: 0.855, Base Lr: 4.39e-04
2024-04-27 21:01:34 transreid.train INFO: Epoch[78] Iter[30/47] Loss: 0.930, Acc: 0.887, Base Lr: 4.39e-04
2024-04-27 21:01:36 transreid.train INFO: Epoch[78] Iter[40/47] Loss: 0.792, Acc: 0.911, Base Lr: 4.39e-04
2024-04-27 21:01:37 transreid.train INFO: Epoch 78 done. Time per epoch: 11.206[s] Speed: 1005.2[samples/s]
2024-04-27 21:01:40 transreid.train INFO: Epoch[79] Iter[10/47] Loss: 1.287, Acc: 0.822, Base Lr: 4.21e-04
2024-04-27 21:01:42 transreid.train INFO: Epoch[79] Iter[20/47] Loss: 1.089, Acc: 0.861, Base Lr: 4.21e-04
2024-04-27 21:01:45 transreid.train INFO: Epoch[79] Iter[30/47] Loss: 0.928, Acc: 0.889, Base Lr: 4.21e-04
2024-04-27 21:01:47 transreid.train INFO: Epoch[79] Iter[40/47] Loss: 0.788, Acc: 0.913, Base Lr: 4.21e-04
2024-04-27 21:01:48 transreid.train INFO: Epoch 79 done. Time per epoch: 11.097[s] Speed: 1015.1[samples/s]
2024-04-27 21:01:51 transreid.train INFO: Epoch[80] Iter[10/47] Loss: 1.233, Acc: 0.824, Base Lr: 4.02e-04
2024-04-27 21:01:54 transreid.train INFO: Epoch[80] Iter[20/47] Loss: 1.041, Acc: 0.867, Base Lr: 4.02e-04
2024-04-27 21:01:56 transreid.train INFO: Epoch[80] Iter[30/47] Loss: 0.910, Acc: 0.892, Base Lr: 4.02e-04
2024-04-27 21:01:58 transreid.train INFO: Epoch[80] Iter[40/47] Loss: 0.792, Acc: 0.913, Base Lr: 4.02e-04
2024-04-27 21:01:59 transreid.train INFO: Epoch 80 done. Time per epoch: 11.114[s] Speed: 1013.5[samples/s]
2024-04-27 21:02:13 transreid.train INFO: Validation Results - Epoch: 80
2024-04-27 21:02:13 transreid.train INFO: mAP: 90.8%
2024-04-27 21:02:13 transreid.train INFO: CMC curve, Rank-1  :95.8%
2024-04-27 21:02:13 transreid.train INFO: CMC curve, Rank-5  :98.5%
2024-04-27 21:02:13 transreid.train INFO: CMC curve, Rank-10 :99.1%
2024-04-27 21:02:17 transreid.train INFO: Epoch[81] Iter[10/47] Loss: 1.303, Acc: 0.814, Base Lr: 3.84e-04
2024-04-27 21:02:19 transreid.train INFO: Epoch[81] Iter[20/47] Loss: 1.087, Acc: 0.862, Base Lr: 3.84e-04
2024-04-27 21:02:21 transreid.train INFO: Epoch[81] Iter[30/47] Loss: 0.917, Acc: 0.892, Base Lr: 3.84e-04
2024-04-27 21:02:23 transreid.train INFO: Epoch[81] Iter[40/47] Loss: 0.782, Acc: 0.914, Base Lr: 3.84e-04
2024-04-27 21:02:24 transreid.train INFO: Epoch 81 done. Time per epoch: 11.241[s] Speed: 1002.0[samples/s]
2024-04-27 21:02:28 transreid.train INFO: Epoch[82] Iter[10/47] Loss: 1.233, Acc: 0.821, Base Lr: 3.67e-04
2024-04-27 21:02:30 transreid.train INFO: Epoch[82] Iter[20/47] Loss: 1.049, Acc: 0.863, Base Lr: 3.67e-04
2024-04-27 21:02:32 transreid.train INFO: Epoch[82] Iter[30/47] Loss: 0.900, Acc: 0.894, Base Lr: 3.67e-04
2024-04-27 21:02:34 transreid.train INFO: Epoch[82] Iter[40/47] Loss: 0.772, Acc: 0.915, Base Lr: 3.67e-04
2024-04-27 21:02:35 transreid.train INFO: Epoch 82 done. Time per epoch: 11.123[s] Speed: 1012.7[samples/s]
2024-04-27 21:02:39 transreid.train INFO: Epoch[83] Iter[10/47] Loss: 1.226, Acc: 0.818, Base Lr: 3.49e-04
2024-04-27 21:02:41 transreid.train INFO: Epoch[83] Iter[20/47] Loss: 1.028, Acc: 0.868, Base Lr: 3.49e-04
2024-04-27 21:02:43 transreid.train INFO: Epoch[83] Iter[30/47] Loss: 0.898, Acc: 0.894, Base Lr: 3.49e-04
2024-04-27 21:02:46 transreid.train INFO: Epoch[83] Iter[40/47] Loss: 0.765, Acc: 0.917, Base Lr: 3.49e-04
2024-04-27 21:02:47 transreid.train INFO: Epoch 83 done. Time per epoch: 11.159[s] Speed: 1009.4[samples/s]
2024-04-27 21:02:50 transreid.train INFO: Epoch[84] Iter[10/47] Loss: 1.240, Acc: 0.828, Base Lr: 3.32e-04
2024-04-27 21:02:52 transreid.train INFO: Epoch[84] Iter[20/47] Loss: 1.028, Acc: 0.868, Base Lr: 3.32e-04
2024-04-27 21:02:54 transreid.train INFO: Epoch[84] Iter[30/47] Loss: 0.873, Acc: 0.898, Base Lr: 3.32e-04
2024-04-27 21:02:57 transreid.train INFO: Epoch[84] Iter[40/47] Loss: 0.743, Acc: 0.920, Base Lr: 3.32e-04
2024-04-27 21:02:58 transreid.train INFO: Epoch 84 done. Time per epoch: 11.112[s] Speed: 1013.7[samples/s]
2024-04-27 21:03:01 transreid.train INFO: Epoch[85] Iter[10/47] Loss: 1.283, Acc: 0.809, Base Lr: 3.16e-04
2024-04-27 21:03:03 transreid.train INFO: Epoch[85] Iter[20/47] Loss: 1.052, Acc: 0.865, Base Lr: 3.16e-04
2024-04-27 21:03:06 transreid.train INFO: Epoch[85] Iter[30/47] Loss: 0.890, Acc: 0.898, Base Lr: 3.16e-04
2024-04-27 21:03:08 transreid.train INFO: Epoch[85] Iter[40/47] Loss: 0.760, Acc: 0.920, Base Lr: 3.16e-04
2024-04-27 21:03:09 transreid.train INFO: Epoch 85 done. Time per epoch: 11.098[s] Speed: 1015.0[samples/s]
2024-04-27 21:03:12 transreid.train INFO: Epoch[86] Iter[10/47] Loss: 1.263, Acc: 0.830, Base Lr: 2.99e-04
2024-04-27 21:03:14 transreid.train INFO: Epoch[86] Iter[20/47] Loss: 1.058, Acc: 0.869, Base Lr: 2.99e-04
2024-04-27 21:03:17 transreid.train INFO: Epoch[86] Iter[30/47] Loss: 0.890, Acc: 0.898, Base Lr: 2.99e-04
2024-04-27 21:03:19 transreid.train INFO: Epoch[86] Iter[40/47] Loss: 0.751, Acc: 0.922, Base Lr: 2.99e-04
2024-04-27 21:03:20 transreid.train INFO: Epoch 86 done. Time per epoch: 11.149[s] Speed: 1010.3[samples/s]
2024-04-27 21:03:23 transreid.train INFO: Epoch[87] Iter[10/47] Loss: 1.197, Acc: 0.834, Base Lr: 2.83e-04
2024-04-27 21:03:26 transreid.train INFO: Epoch[87] Iter[20/47] Loss: 1.025, Acc: 0.874, Base Lr: 2.83e-04
2024-04-27 21:03:28 transreid.train INFO: Epoch[87] Iter[30/47] Loss: 0.879, Acc: 0.900, Base Lr: 2.83e-04
2024-04-27 21:03:30 transreid.train INFO: Epoch[87] Iter[40/47] Loss: 0.749, Acc: 0.920, Base Lr: 2.83e-04
2024-04-27 21:03:31 transreid.train INFO: Epoch 87 done. Time per epoch: 11.062[s] Speed: 1018.3[samples/s]
2024-04-27 21:03:34 transreid.train INFO: Epoch[88] Iter[10/47] Loss: 1.177, Acc: 0.838, Base Lr: 2.67e-04
2024-04-27 21:03:37 transreid.train INFO: Epoch[88] Iter[20/47] Loss: 1.001, Acc: 0.876, Base Lr: 2.67e-04
2024-04-27 21:03:39 transreid.train INFO: Epoch[88] Iter[30/47] Loss: 0.849, Acc: 0.903, Base Lr: 2.67e-04
2024-04-27 21:03:41 transreid.train INFO: Epoch[88] Iter[40/47] Loss: 0.729, Acc: 0.922, Base Lr: 2.67e-04
2024-04-27 21:03:42 transreid.train INFO: Epoch 88 done. Time per epoch: 11.072[s] Speed: 1017.3[samples/s]
2024-04-27 21:03:45 transreid.train INFO: Epoch[89] Iter[10/47] Loss: 1.066, Acc: 0.864, Base Lr: 2.52e-04
2024-04-27 21:03:48 transreid.train INFO: Epoch[89] Iter[20/47] Loss: 0.963, Acc: 0.879, Base Lr: 2.52e-04
2024-04-27 21:03:50 transreid.train INFO: Epoch[89] Iter[30/47] Loss: 0.837, Acc: 0.905, Base Lr: 2.52e-04
2024-04-27 21:03:52 transreid.train INFO: Epoch[89] Iter[40/47] Loss: 0.719, Acc: 0.924, Base Lr: 2.52e-04
2024-04-27 21:03:53 transreid.train INFO: Epoch 89 done. Time per epoch: 11.048[s] Speed: 1019.5[samples/s]
2024-04-27 21:03:56 transreid.train INFO: Epoch[90] Iter[10/47] Loss: 1.185, Acc: 0.841, Base Lr: 2.37e-04
2024-04-27 21:03:59 transreid.train INFO: Epoch[90] Iter[20/47] Loss: 1.000, Acc: 0.877, Base Lr: 2.37e-04
2024-04-27 21:04:01 transreid.train INFO: Epoch[90] Iter[30/47] Loss: 0.860, Acc: 0.903, Base Lr: 2.37e-04
2024-04-27 21:04:03 transreid.train INFO: Epoch[90] Iter[40/47] Loss: 0.734, Acc: 0.924, Base Lr: 2.37e-04
2024-04-27 21:04:04 transreid.train INFO: Epoch 90 done. Time per epoch: 11.138[s] Speed: 1011.3[samples/s]
2024-04-27 21:04:08 transreid.train INFO: Epoch[91] Iter[10/47] Loss: 1.113, Acc: 0.848, Base Lr: 2.22e-04
2024-04-27 21:04:10 transreid.train INFO: Epoch[91] Iter[20/47] Loss: 0.960, Acc: 0.879, Base Lr: 2.22e-04
2024-04-27 21:04:12 transreid.train INFO: Epoch[91] Iter[30/47] Loss: 0.831, Acc: 0.904, Base Lr: 2.22e-04
2024-04-27 21:04:14 transreid.train INFO: Epoch[91] Iter[40/47] Loss: 0.715, Acc: 0.925, Base Lr: 2.22e-04
2024-04-27 21:04:15 transreid.train INFO: Epoch 91 done. Time per epoch: 11.100[s] Speed: 1014.8[samples/s]
2024-04-27 21:04:19 transreid.train INFO: Epoch[92] Iter[10/47] Loss: 1.183, Acc: 0.825, Base Lr: 2.08e-04
2024-04-27 21:04:21 transreid.train INFO: Epoch[92] Iter[20/47] Loss: 0.976, Acc: 0.875, Base Lr: 2.08e-04
2024-04-27 21:04:23 transreid.train INFO: Epoch[92] Iter[30/47] Loss: 0.822, Acc: 0.904, Base Lr: 2.08e-04
2024-04-27 21:04:25 transreid.train INFO: Epoch[92] Iter[40/47] Loss: 0.702, Acc: 0.924, Base Lr: 2.08e-04
2024-04-27 21:04:26 transreid.train INFO: Epoch 92 done. Time per epoch: 11.139[s] Speed: 1011.2[samples/s]
2024-04-27 21:04:30 transreid.train INFO: Epoch[93] Iter[10/47] Loss: 1.186, Acc: 0.834, Base Lr: 1.94e-04
2024-04-27 21:04:32 transreid.train INFO: Epoch[93] Iter[20/47] Loss: 0.953, Acc: 0.880, Base Lr: 1.94e-04
2024-04-27 21:04:34 transreid.train INFO: Epoch[93] Iter[30/47] Loss: 0.807, Acc: 0.910, Base Lr: 1.94e-04
2024-04-27 21:04:37 transreid.train INFO: Epoch[93] Iter[40/47] Loss: 0.702, Acc: 0.927, Base Lr: 1.94e-04
2024-04-27 21:04:38 transreid.train INFO: Epoch 93 done. Time per epoch: 11.195[s] Speed: 1006.2[samples/s]
2024-04-27 21:04:41 transreid.train INFO: Epoch[94] Iter[10/47] Loss: 1.153, Acc: 0.858, Base Lr: 1.81e-04
2024-04-27 21:04:43 transreid.train INFO: Epoch[94] Iter[20/47] Loss: 0.984, Acc: 0.882, Base Lr: 1.81e-04
2024-04-27 21:04:46 transreid.train INFO: Epoch[94] Iter[30/47] Loss: 0.842, Acc: 0.908, Base Lr: 1.81e-04
2024-04-27 21:04:48 transreid.train INFO: Epoch[94] Iter[40/47] Loss: 0.710, Acc: 0.928, Base Lr: 1.81e-04
2024-04-27 21:04:49 transreid.train INFO: Epoch 94 done. Time per epoch: 11.242[s] Speed: 1001.9[samples/s]
2024-04-27 21:04:52 transreid.train INFO: Epoch[95] Iter[10/47] Loss: 1.064, Acc: 0.862, Base Lr: 1.68e-04
2024-04-27 21:04:55 transreid.train INFO: Epoch[95] Iter[20/47] Loss: 0.940, Acc: 0.886, Base Lr: 1.68e-04
2024-04-27 21:04:57 transreid.train INFO: Epoch[95] Iter[30/47] Loss: 0.815, Acc: 0.909, Base Lr: 1.68e-04
2024-04-27 21:04:59 transreid.train INFO: Epoch[95] Iter[40/47] Loss: 0.690, Acc: 0.928, Base Lr: 1.68e-04
2024-04-27 21:05:00 transreid.train INFO: Epoch 95 done. Time per epoch: 11.146[s] Speed: 1010.6[samples/s]
2024-04-27 21:05:04 transreid.train INFO: Epoch[96] Iter[10/47] Loss: 1.186, Acc: 0.841, Base Lr: 1.56e-04
2024-04-27 21:05:06 transreid.train INFO: Epoch[96] Iter[20/47] Loss: 0.965, Acc: 0.880, Base Lr: 1.56e-04
2024-04-27 21:05:08 transreid.train INFO: Epoch[96] Iter[30/47] Loss: 0.806, Acc: 0.909, Base Lr: 1.56e-04
2024-04-27 21:05:10 transreid.train INFO: Epoch[96] Iter[40/47] Loss: 0.690, Acc: 0.929, Base Lr: 1.56e-04
2024-04-27 21:05:11 transreid.train INFO: Epoch 96 done. Time per epoch: 11.157[s] Speed: 1009.6[samples/s]
2024-04-27 21:05:15 transreid.train INFO: Epoch[97] Iter[10/47] Loss: 1.168, Acc: 0.833, Base Lr: 1.44e-04
2024-04-27 21:05:17 transreid.train INFO: Epoch[97] Iter[20/47] Loss: 0.917, Acc: 0.888, Base Lr: 1.44e-04
2024-04-27 21:05:19 transreid.train INFO: Epoch[97] Iter[30/47] Loss: 0.802, Acc: 0.910, Base Lr: 1.44e-04
2024-04-27 21:05:21 transreid.train INFO: Epoch[97] Iter[40/47] Loss: 0.688, Acc: 0.929, Base Lr: 1.44e-04
2024-04-27 21:05:22 transreid.train INFO: Epoch 97 done. Time per epoch: 11.268[s] Speed: 999.6[samples/s]
2024-04-27 21:05:26 transreid.train INFO: Epoch[98] Iter[10/47] Loss: 1.183, Acc: 0.826, Base Lr: 1.32e-04
2024-04-27 21:05:28 transreid.train INFO: Epoch[98] Iter[20/47] Loss: 0.935, Acc: 0.885, Base Lr: 1.32e-04
2024-04-27 21:05:30 transreid.train INFO: Epoch[98] Iter[30/47] Loss: 0.797, Acc: 0.912, Base Lr: 1.32e-04
2024-04-27 21:05:33 transreid.train INFO: Epoch[98] Iter[40/47] Loss: 0.679, Acc: 0.929, Base Lr: 1.32e-04
2024-04-27 21:05:34 transreid.train INFO: Epoch 98 done. Time per epoch: 11.188[s] Speed: 1006.8[samples/s]
2024-04-27 21:05:37 transreid.train INFO: Epoch[99] Iter[10/47] Loss: 1.100, Acc: 0.838, Base Lr: 1.21e-04
2024-04-27 21:05:39 transreid.train INFO: Epoch[99] Iter[20/47] Loss: 0.941, Acc: 0.881, Base Lr: 1.21e-04
2024-04-27 21:05:42 transreid.train INFO: Epoch[99] Iter[30/47] Loss: 0.798, Acc: 0.910, Base Lr: 1.21e-04
2024-04-27 21:05:44 transreid.train INFO: Epoch[99] Iter[40/47] Loss: 0.674, Acc: 0.929, Base Lr: 1.21e-04
2024-04-27 21:05:45 transreid.train INFO: Epoch 99 done. Time per epoch: 11.128[s] Speed: 1012.2[samples/s]
2024-04-27 21:05:48 transreid.train INFO: Epoch[100] Iter[10/47] Loss: 1.076, Acc: 0.841, Base Lr: 1.10e-04
2024-04-27 21:05:50 transreid.train INFO: Epoch[100] Iter[20/47] Loss: 0.929, Acc: 0.881, Base Lr: 1.10e-04
2024-04-27 21:05:53 transreid.train INFO: Epoch[100] Iter[30/47] Loss: 0.796, Acc: 0.907, Base Lr: 1.10e-04
2024-04-27 21:05:55 transreid.train INFO: Epoch[100] Iter[40/47] Loss: 0.676, Acc: 0.928, Base Lr: 1.10e-04
2024-04-27 21:05:56 transreid.train INFO: Epoch 100 done. Time per epoch: 11.095[s] Speed: 1015.2[samples/s]
2024-04-27 21:06:10 transreid.train INFO: Validation Results - Epoch: 100
2024-04-27 21:06:10 transreid.train INFO: mAP: 91.3%
2024-04-27 21:06:10 transreid.train INFO: CMC curve, Rank-1  :96.2%
2024-04-27 21:06:10 transreid.train INFO: CMC curve, Rank-5  :98.7%
2024-04-27 21:06:10 transreid.train INFO: CMC curve, Rank-10 :99.1%
2024-04-27 21:06:14 transreid.train INFO: Epoch[101] Iter[10/47] Loss: 1.077, Acc: 0.854, Base Lr: 1.00e-04
2024-04-27 21:06:16 transreid.train INFO: Epoch[101] Iter[20/47] Loss: 0.939, Acc: 0.885, Base Lr: 1.00e-04
2024-04-27 21:06:18 transreid.train INFO: Epoch[101] Iter[30/47] Loss: 0.797, Acc: 0.913, Base Lr: 1.00e-04
2024-04-27 21:06:21 transreid.train INFO: Epoch[101] Iter[40/47] Loss: 0.673, Acc: 0.932, Base Lr: 1.00e-04
2024-04-27 21:06:22 transreid.train INFO: Epoch 101 done. Time per epoch: 11.207[s] Speed: 1005.1[samples/s]
2024-04-27 21:06:25 transreid.train INFO: Epoch[102] Iter[10/47] Loss: 1.082, Acc: 0.857, Base Lr: 9.02e-05
2024-04-27 21:06:27 transreid.train INFO: Epoch[102] Iter[20/47] Loss: 0.904, Acc: 0.889, Base Lr: 9.02e-05
2024-04-27 21:06:30 transreid.train INFO: Epoch[102] Iter[30/47] Loss: 0.778, Acc: 0.915, Base Lr: 9.02e-05
2024-04-27 21:06:32 transreid.train INFO: Epoch[102] Iter[40/47] Loss: 0.668, Acc: 0.933, Base Lr: 9.02e-05
2024-04-27 21:06:33 transreid.train INFO: Epoch 102 done. Time per epoch: 11.200[s] Speed: 1005.7[samples/s]
2024-04-27 21:06:36 transreid.train INFO: Epoch[103] Iter[10/47] Loss: 1.144, Acc: 0.843, Base Lr: 8.10e-05
2024-04-27 21:06:38 transreid.train INFO: Epoch[103] Iter[20/47] Loss: 0.925, Acc: 0.886, Base Lr: 8.10e-05
2024-04-27 21:06:41 transreid.train INFO: Epoch[103] Iter[30/47] Loss: 0.783, Acc: 0.912, Base Lr: 8.10e-05
2024-04-27 21:06:43 transreid.train INFO: Epoch[103] Iter[40/47] Loss: 0.666, Acc: 0.932, Base Lr: 8.10e-05
2024-04-27 21:06:44 transreid.train INFO: Epoch 103 done. Time per epoch: 11.184[s] Speed: 1007.2[samples/s]
2024-04-27 21:06:47 transreid.train INFO: Epoch[104] Iter[10/47] Loss: 1.066, Acc: 0.864, Base Lr: 7.22e-05
2024-04-27 21:06:50 transreid.train INFO: Epoch[104] Iter[20/47] Loss: 0.917, Acc: 0.892, Base Lr: 7.22e-05
2024-04-27 21:06:52 transreid.train INFO: Epoch[104] Iter[30/47] Loss: 0.785, Acc: 0.915, Base Lr: 7.22e-05
2024-04-27 21:06:54 transreid.train INFO: Epoch[104] Iter[40/47] Loss: 0.669, Acc: 0.933, Base Lr: 7.22e-05
2024-04-27 21:06:55 transreid.train INFO: Epoch 104 done. Time per epoch: 11.203[s] Speed: 1005.4[samples/s]
2024-04-27 21:06:59 transreid.train INFO: Epoch[105] Iter[10/47] Loss: 1.022, Acc: 0.866, Base Lr: 6.40e-05
2024-04-27 21:07:01 transreid.train INFO: Epoch[105] Iter[20/47] Loss: 0.878, Acc: 0.893, Base Lr: 6.40e-05
2024-04-27 21:07:03 transreid.train INFO: Epoch[105] Iter[30/47] Loss: 0.763, Acc: 0.914, Base Lr: 6.40e-05
2024-04-27 21:07:05 transreid.train INFO: Epoch[105] Iter[40/47] Loss: 0.661, Acc: 0.931, Base Lr: 6.40e-05
2024-04-27 21:07:06 transreid.train INFO: Epoch 105 done. Time per epoch: 11.284[s] Speed: 998.2[samples/s]
2024-04-27 21:07:10 transreid.train INFO: Epoch[106] Iter[10/47] Loss: 1.080, Acc: 0.852, Base Lr: 5.62e-05
2024-04-27 21:07:12 transreid.train INFO: Epoch[106] Iter[20/47] Loss: 0.927, Acc: 0.881, Base Lr: 5.62e-05
2024-04-27 21:07:14 transreid.train INFO: Epoch[106] Iter[30/47] Loss: 0.775, Acc: 0.913, Base Lr: 5.62e-05
2024-04-27 21:07:17 transreid.train INFO: Epoch[106] Iter[40/47] Loss: 0.658, Acc: 0.932, Base Lr: 5.62e-05
2024-04-27 21:07:18 transreid.train INFO: Epoch 106 done. Time per epoch: 11.139[s] Speed: 1011.3[samples/s]
2024-04-27 21:07:21 transreid.train INFO: Epoch[107] Iter[10/47] Loss: 1.092, Acc: 0.854, Base Lr: 4.90e-05
2024-04-27 21:07:23 transreid.train INFO: Epoch[107] Iter[20/47] Loss: 0.928, Acc: 0.884, Base Lr: 4.90e-05
2024-04-27 21:07:25 transreid.train INFO: Epoch[107] Iter[30/47] Loss: 0.778, Acc: 0.914, Base Lr: 4.90e-05
2024-04-27 21:07:28 transreid.train INFO: Epoch[107] Iter[40/47] Loss: 0.667, Acc: 0.931, Base Lr: 4.90e-05
2024-04-27 21:07:29 transreid.train INFO: Epoch 107 done. Time per epoch: 11.129[s] Speed: 1012.2[samples/s]
2024-04-27 21:07:32 transreid.train INFO: Epoch[108] Iter[10/47] Loss: 1.054, Acc: 0.859, Base Lr: 4.23e-05
2024-04-27 21:07:34 transreid.train INFO: Epoch[108] Iter[20/47] Loss: 0.905, Acc: 0.889, Base Lr: 4.23e-05
2024-04-27 21:07:37 transreid.train INFO: Epoch[108] Iter[30/47] Loss: 0.770, Acc: 0.915, Base Lr: 4.23e-05
2024-04-27 21:07:39 transreid.train INFO: Epoch[108] Iter[40/47] Loss: 0.668, Acc: 0.933, Base Lr: 4.23e-05
2024-04-27 21:07:40 transreid.train INFO: Epoch 108 done. Time per epoch: 11.128[s] Speed: 1012.2[samples/s]
2024-04-27 21:07:43 transreid.train INFO: Epoch[109] Iter[10/47] Loss: 1.102, Acc: 0.855, Base Lr: 3.61e-05
2024-04-27 21:07:45 transreid.train INFO: Epoch[109] Iter[20/47] Loss: 0.937, Acc: 0.885, Base Lr: 3.61e-05
2024-04-27 21:07:48 transreid.train INFO: Epoch[109] Iter[30/47] Loss: 0.775, Acc: 0.915, Base Lr: 3.61e-05
2024-04-27 21:07:50 transreid.train INFO: Epoch[109] Iter[40/47] Loss: 0.662, Acc: 0.933, Base Lr: 3.61e-05
2024-04-27 21:07:51 transreid.train INFO: Epoch 109 done. Time per epoch: 11.043[s] Speed: 1020.0[samples/s]
2024-04-27 21:07:54 transreid.train INFO: Epoch[110] Iter[10/47] Loss: 1.136, Acc: 0.846, Base Lr: 3.04e-05
2024-04-27 21:07:57 transreid.train INFO: Epoch[110] Iter[20/47] Loss: 0.924, Acc: 0.887, Base Lr: 3.04e-05
2024-04-27 21:07:59 transreid.train INFO: Epoch[110] Iter[30/47] Loss: 0.769, Acc: 0.916, Base Lr: 3.04e-05
2024-04-27 21:08:01 transreid.train INFO: Epoch[110] Iter[40/47] Loss: 0.664, Acc: 0.932, Base Lr: 3.04e-05
2024-04-27 21:08:02 transreid.train INFO: Epoch 110 done. Time per epoch: 11.139[s] Speed: 1011.2[samples/s]
2024-04-27 21:08:05 transreid.train INFO: Epoch[111] Iter[10/47] Loss: 1.068, Acc: 0.857, Base Lr: 2.53e-05
2024-04-27 21:08:08 transreid.train INFO: Epoch[111] Iter[20/47] Loss: 0.906, Acc: 0.890, Base Lr: 2.53e-05
2024-04-27 21:08:10 transreid.train INFO: Epoch[111] Iter[30/47] Loss: 0.760, Acc: 0.917, Base Lr: 2.53e-05
2024-04-27 21:08:12 transreid.train INFO: Epoch[111] Iter[40/47] Loss: 0.652, Acc: 0.933, Base Lr: 2.53e-05
2024-04-27 21:08:13 transreid.train INFO: Epoch 111 done. Time per epoch: 11.098[s] Speed: 1014.9[samples/s]
2024-04-27 21:08:17 transreid.train INFO: Epoch[112] Iter[10/47] Loss: 1.088, Acc: 0.856, Base Lr: 2.06e-05
2024-04-27 21:08:19 transreid.train INFO: Epoch[112] Iter[20/47] Loss: 0.921, Acc: 0.887, Base Lr: 2.06e-05
2024-04-27 21:08:21 transreid.train INFO: Epoch[112] Iter[30/47] Loss: 0.774, Acc: 0.914, Base Lr: 2.06e-05
2024-04-27 21:08:23 transreid.train INFO: Epoch[112] Iter[40/47] Loss: 0.653, Acc: 0.934, Base Lr: 2.06e-05
2024-04-27 21:08:24 transreid.train INFO: Epoch 112 done. Time per epoch: 11.123[s] Speed: 1012.7[samples/s]
2024-04-27 21:08:28 transreid.train INFO: Epoch[113] Iter[10/47] Loss: 1.084, Acc: 0.857, Base Lr: 1.66e-05
2024-04-27 21:08:30 transreid.train INFO: Epoch[113] Iter[20/47] Loss: 0.929, Acc: 0.887, Base Lr: 1.66e-05
2024-04-27 21:08:32 transreid.train INFO: Epoch[113] Iter[30/47] Loss: 0.771, Acc: 0.914, Base Lr: 1.66e-05
2024-04-27 21:08:34 transreid.train INFO: Epoch[113] Iter[40/47] Loss: 0.655, Acc: 0.932, Base Lr: 1.66e-05
2024-04-27 21:08:35 transreid.train INFO: Epoch 113 done. Time per epoch: 11.213[s] Speed: 1004.6[samples/s]
2024-04-27 21:08:39 transreid.train INFO: Epoch[114] Iter[10/47] Loss: 1.051, Acc: 0.857, Base Lr: 1.30e-05
2024-04-27 21:08:41 transreid.train INFO: Epoch[114] Iter[20/47] Loss: 0.899, Acc: 0.890, Base Lr: 1.30e-05
2024-04-27 21:08:43 transreid.train INFO: Epoch[114] Iter[30/47] Loss: 0.762, Acc: 0.920, Base Lr: 1.30e-05
2024-04-27 21:08:46 transreid.train INFO: Epoch[114] Iter[40/47] Loss: 0.656, Acc: 0.934, Base Lr: 1.30e-05
2024-04-27 21:08:47 transreid.train INFO: Epoch 114 done. Time per epoch: 11.184[s] Speed: 1007.2[samples/s]
2024-04-27 21:08:50 transreid.train INFO: Epoch[115] Iter[10/47] Loss: 1.100, Acc: 0.844, Base Lr: 1.00e-05
2024-04-27 21:08:52 transreid.train INFO: Epoch[115] Iter[20/47] Loss: 0.886, Acc: 0.891, Base Lr: 1.00e-05
2024-04-27 21:08:55 transreid.train INFO: Epoch[115] Iter[30/47] Loss: 0.766, Acc: 0.914, Base Lr: 1.00e-05
2024-04-27 21:08:57 transreid.train INFO: Epoch[115] Iter[40/47] Loss: 0.657, Acc: 0.931, Base Lr: 1.00e-05
2024-04-27 21:08:58 transreid.train INFO: Epoch 115 done. Time per epoch: 11.291[s] Speed: 997.6[samples/s]
2024-04-27 21:09:01 transreid.train INFO: Epoch[116] Iter[10/47] Loss: 1.119, Acc: 0.854, Base Lr: 7.57e-06
2024-04-27 21:09:04 transreid.train INFO: Epoch[116] Iter[20/47] Loss: 0.902, Acc: 0.891, Base Lr: 7.57e-06
2024-04-27 21:09:06 transreid.train INFO: Epoch[116] Iter[30/47] Loss: 0.760, Acc: 0.916, Base Lr: 7.57e-06
2024-04-27 21:09:08 transreid.train INFO: Epoch[116] Iter[40/47] Loss: 0.654, Acc: 0.933, Base Lr: 7.57e-06
2024-04-27 21:09:09 transreid.train INFO: Epoch 116 done. Time per epoch: 11.084[s] Speed: 1016.2[samples/s]
2024-04-27 21:09:12 transreid.train INFO: Epoch[117] Iter[10/47] Loss: 1.051, Acc: 0.861, Base Lr: 5.66e-06
2024-04-27 21:09:15 transreid.train INFO: Epoch[117] Iter[20/47] Loss: 0.892, Acc: 0.890, Base Lr: 5.66e-06
2024-04-27 21:09:17 transreid.train INFO: Epoch[117] Iter[30/47] Loss: 0.769, Acc: 0.916, Base Lr: 5.66e-06
2024-04-27 21:09:19 transreid.train INFO: Epoch[117] Iter[40/47] Loss: 0.657, Acc: 0.934, Base Lr: 5.66e-06
2024-04-27 21:09:20 transreid.train INFO: Epoch 117 done. Time per epoch: 10.847[s] Speed: 1014.9[samples/s]
2024-04-27 21:09:23 transreid.train INFO: Epoch[118] Iter[10/47] Loss: 1.083, Acc: 0.853, Base Lr: 4.29e-06
2024-04-27 21:09:26 transreid.train INFO: Epoch[118] Iter[20/47] Loss: 0.919, Acc: 0.887, Base Lr: 4.29e-06
2024-04-27 21:09:28 transreid.train INFO: Epoch[118] Iter[30/47] Loss: 0.766, Acc: 0.917, Base Lr: 4.29e-06
2024-04-27 21:09:30 transreid.train INFO: Epoch[118] Iter[40/47] Loss: 0.650, Acc: 0.935, Base Lr: 4.29e-06
2024-04-27 21:09:31 transreid.train INFO: Epoch 118 done. Time per epoch: 11.138[s] Speed: 1011.3[samples/s]
2024-04-27 21:09:34 transreid.train INFO: Epoch[119] Iter[10/47] Loss: 1.052, Acc: 0.856, Base Lr: 3.47e-06
2024-04-27 21:09:37 transreid.train INFO: Epoch[119] Iter[20/47] Loss: 0.914, Acc: 0.890, Base Lr: 3.47e-06
2024-04-27 21:09:39 transreid.train INFO: Epoch[119] Iter[30/47] Loss: 0.774, Acc: 0.913, Base Lr: 3.47e-06
2024-04-27 21:09:41 transreid.train INFO: Epoch[119] Iter[40/47] Loss: 0.659, Acc: 0.932, Base Lr: 3.47e-06
2024-04-27 21:09:42 transreid.train INFO: Epoch 119 done. Time per epoch: 11.177[s] Speed: 1007.8[samples/s]
2024-04-27 21:09:46 transreid.train INFO: Epoch[120] Iter[10/47] Loss: 1.024, Acc: 0.866, Base Lr: 3.20e-06
2024-04-27 21:09:48 transreid.train INFO: Epoch[120] Iter[20/47] Loss: 0.889, Acc: 0.897, Base Lr: 3.20e-06
2024-04-27 21:09:50 transreid.train INFO: Epoch[120] Iter[30/47] Loss: 0.779, Acc: 0.916, Base Lr: 3.20e-06
2024-04-27 21:09:52 transreid.train INFO: Epoch[120] Iter[40/47] Loss: 0.670, Acc: 0.933, Base Lr: 3.20e-06
2024-04-27 21:09:53 transreid.train INFO: Epoch 120 done. Time per epoch: 11.170[s] Speed: 1008.4[samples/s]
2024-04-27 21:10:07 transreid.train INFO: Validation Results - Epoch: 120
2024-04-27 21:10:07 transreid.train INFO: mAP: 91.3%
2024-04-27 21:10:07 transreid.train INFO: CMC curve, Rank-1  :96.1%
2024-04-27 21:10:07 transreid.train INFO: CMC curve, Rank-5  :98.6%
2024-04-27 21:10:07 transreid.train INFO: CMC curve, Rank-10 :99.0%
