2024-05-06 12:59:58 transreid INFO: Saving model in the path :log/bs_exp/ResNet101_IBN_MSMT17/128bs_lr0.0008_ep120_warm20_seed0
2024-05-06 12:59:58 transreid INFO: Loaded configuration file configs/msmt17/resnet101_ibn.yml
2024-05-06 12:59:58 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 2
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: msmt17
  ROOT_DIR: /home/ma-user/work/Datasets/ImageReID_Datasets/mixreid/
  ROOT_TRAIN_DIR: ../data
  ROOT_VAL_DIR: ../data
INPUT:
  PADDING: 10
  PIXEL_MEAN: [0.5, 0.5, 0.5]
  PIXEL_STD: [0.5, 0.5, 0.5]
  PROB: 0.5
  RE_PROB: 0.5
  SIZE_TEST: [256, 128]
  SIZE_TRAIN: [256, 128]
MODEL:
  ATT_DROP_RATE: 0.0
  COS_LAYER: False
  DEVICE: cuda
  DEVICE_ID: 0
  DEVIDE_LENGTH: 4
  DIST_TRAIN: False
  DROPOUT_RATE: 0.0
  DROP_OUT: 0.0
  DROP_PATH: 0.1
  FEAT_DIM: 512
  FEAT_FUSION: cat
  GEM_POOLING: False
  ID_LOSS_TYPE: softmax
  ID_LOSS_WEIGHT: 1.0
  IF_LABELSMOOTH: off
  IF_WITH_CENTER: no
  JPM: False
  LAST_STRIDE: 1
  METRIC_LOSS_TYPE: triplet
  MULTI_NECK: True
  NAME: resnet101_ibn
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet101_IBN.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/bs_exp/ResNet101_IBN_MSMT17/128bs_lr0.0008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.0008
  BIAS_LR_FACTOR: 2
  CENTER_LOSS_WEIGHT: 0.0005
  CENTER_LR: 0.5
  CHECKPOINT_PERIOD: 120
  COSINE_MARGIN: 0.5
  COSINE_SCALE: 30
  EVAL_PERIOD: 40
  GAMMA: 0.1
  IMS_PER_BATCH: 128
  LARGE_FC_LR: False
  LOG_PERIOD: 20
  MARGIN: 0.3
  MAX_EPOCHS: 120
  MOMENTUM: 0.9
  OPTIMIZER_NAME: SGD
  SEED: 0
  STEPS: (40, 70)
  TRP_L2: False
  WARMUP_EPOCHS: 20
  WARMUP_FACTOR: 0.01
  WARMUP_METHOD: cosine
  WEIGHT_DECAY: 0.0001
  WEIGHT_DECAY_BIAS: 0.0001
TEST:
  DIST_MAT: dist_mat.npy
  EVAL: True
  FEAT_NORM: yes
  IMS_PER_BATCH: 256
  NECK_FEAT: before
  RE_RANKING: False
  WEIGHT: 
2024-05-06 12:59:58 transreid.check INFO: Dataset statistics:
2024-05-06 12:59:58 transreid.check INFO:   ----------------------------------------
2024-05-06 12:59:58 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-05-06 12:59:58 transreid.check INFO:   ----------------------------------------
2024-05-06 12:59:58 transreid.check INFO:   train    |  1041 |    32621 |        15
2024-05-06 12:59:58 transreid.check INFO:   query    |  3060 |    11659 |        15
2024-05-06 12:59:58 transreid.check INFO:   gallery  |  3060 |    82161 |        15
2024-05-06 12:59:58 transreid.check INFO:   ----------------------------------------
2024-05-06 13:00:03 transreid INFO: ===========using cosine learning rate=======
2024-05-06 13:00:03 transreid.train INFO: start training
2024-05-06 13:00:14 transreid.train INFO: Epoch[1] Iter[20/243] Loss: 17.391, Acc: 0.002, Base Lr: 4.76e-05
2024-05-06 13:00:18 transreid.train INFO: Epoch[1] Iter[40/243] Loss: 16.114, Acc: 0.001, Base Lr: 4.76e-05
2024-05-06 13:00:23 transreid.train INFO: Epoch[1] Iter[60/243] Loss: 15.307, Acc: 0.001, Base Lr: 4.76e-05
2024-05-06 13:00:28 transreid.train INFO: Epoch[1] Iter[80/243] Loss: 14.742, Acc: 0.002, Base Lr: 4.76e-05
2024-05-06 13:00:32 transreid.train INFO: Epoch[1] Iter[100/243] Loss: 14.289, Acc: 0.001, Base Lr: 4.76e-05
2024-05-06 13:00:37 transreid.train INFO: Epoch[1] Iter[120/243] Loss: 13.904, Acc: 0.002, Base Lr: 4.76e-05
2024-05-06 13:00:41 transreid.train INFO: Epoch[1] Iter[140/243] Loss: 13.649, Acc: 0.002, Base Lr: 4.76e-05
2024-05-06 13:00:46 transreid.train INFO: Epoch[1] Iter[160/243] Loss: 13.405, Acc: 0.001, Base Lr: 4.76e-05
2024-05-06 13:00:51 transreid.train INFO: Epoch[1] Iter[180/243] Loss: 13.207, Acc: 0.002, Base Lr: 4.76e-05
2024-05-06 13:00:55 transreid.train INFO: Epoch[1] Iter[200/243] Loss: 13.024, Acc: 0.002, Base Lr: 4.76e-05
2024-05-06 13:01:00 transreid.train INFO: Epoch[1] Iter[220/243] Loss: 12.845, Acc: 0.002, Base Lr: 4.76e-05
2024-05-06 13:01:03 transreid.train INFO: Epoch 1 done. Time per epoch: 59.616[s] Speed: 500.3[samples/s]
2024-05-06 13:01:08 transreid.train INFO: Epoch[2] Iter[20/243] Loss: 10.269, Acc: 0.005, Base Lr: 8.72e-05
2024-05-06 13:01:13 transreid.train INFO: Epoch[2] Iter[40/243] Loss: 10.170, Acc: 0.005, Base Lr: 8.72e-05
2024-05-06 13:01:17 transreid.train INFO: Epoch[2] Iter[60/243] Loss: 9.958, Acc: 0.006, Base Lr: 8.72e-05
2024-05-06 13:01:22 transreid.train INFO: Epoch[2] Iter[80/243] Loss: 9.790, Acc: 0.008, Base Lr: 8.72e-05
2024-05-06 13:01:26 transreid.train INFO: Epoch[2] Iter[100/243] Loss: 9.658, Acc: 0.009, Base Lr: 8.72e-05
2024-05-06 13:01:31 transreid.train INFO: Epoch[2] Iter[120/243] Loss: 9.530, Acc: 0.011, Base Lr: 8.72e-05
2024-05-06 13:01:36 transreid.train INFO: Epoch[2] Iter[140/243] Loss: 9.441, Acc: 0.013, Base Lr: 8.72e-05
2024-05-06 13:01:40 transreid.train INFO: Epoch[2] Iter[160/243] Loss: 9.347, Acc: 0.018, Base Lr: 8.72e-05
2024-05-06 13:01:45 transreid.train INFO: Epoch[2] Iter[180/243] Loss: 9.266, Acc: 0.025, Base Lr: 8.72e-05
2024-05-06 13:01:49 transreid.train INFO: Epoch[2] Iter[200/243] Loss: 9.203, Acc: 0.033, Base Lr: 8.72e-05
2024-05-06 13:01:54 transreid.train INFO: Epoch[2] Iter[220/243] Loss: 9.140, Acc: 0.052, Base Lr: 8.72e-05
2024-05-06 13:01:57 transreid.train INFO: Epoch 2 done. Time per epoch: 54.441[s] Speed: 547.8[samples/s]
2024-05-06 13:02:02 transreid.train INFO: Epoch[3] Iter[20/243] Loss: 8.270, Acc: 0.093, Base Lr: 1.27e-04
2024-05-06 13:02:07 transreid.train INFO: Epoch[3] Iter[40/243] Loss: 8.225, Acc: 0.094, Base Lr: 1.27e-04
2024-05-06 13:02:11 transreid.train INFO: Epoch[3] Iter[60/243] Loss: 8.175, Acc: 0.105, Base Lr: 1.27e-04
2024-05-06 13:02:16 transreid.train INFO: Epoch[3] Iter[80/243] Loss: 8.162, Acc: 0.115, Base Lr: 1.27e-04
2024-05-06 13:02:21 transreid.train INFO: Epoch[3] Iter[100/243] Loss: 8.118, Acc: 0.128, Base Lr: 1.27e-04
2024-05-06 13:02:25 transreid.train INFO: Epoch[3] Iter[120/243] Loss: 8.091, Acc: 0.143, Base Lr: 1.27e-04
2024-05-06 13:02:30 transreid.train INFO: Epoch[3] Iter[140/243] Loss: 8.062, Acc: 0.153, Base Lr: 1.27e-04
2024-05-06 13:02:34 transreid.train INFO: Epoch[3] Iter[160/243] Loss: 8.027, Acc: 0.170, Base Lr: 1.27e-04
2024-05-06 13:02:39 transreid.train INFO: Epoch[3] Iter[180/243] Loss: 8.006, Acc: 0.190, Base Lr: 1.27e-04
2024-05-06 13:02:43 transreid.train INFO: Epoch[3] Iter[200/243] Loss: 7.983, Acc: 0.217, Base Lr: 1.27e-04
2024-05-06 13:02:48 transreid.train INFO: Epoch[3] Iter[220/243] Loss: 7.956, Acc: 0.255, Base Lr: 1.27e-04
2024-05-06 13:02:51 transreid.train INFO: Epoch 3 done. Time per epoch: 53.876[s] Speed: 553.6[samples/s]
2024-05-06 13:02:56 transreid.train INFO: Epoch[4] Iter[20/243] Loss: 7.657, Acc: 0.184, Base Lr: 1.66e-04
2024-05-06 13:03:01 transreid.train INFO: Epoch[4] Iter[40/243] Loss: 7.653, Acc: 0.179, Base Lr: 1.66e-04
2024-05-06 13:03:05 transreid.train INFO: Epoch[4] Iter[60/243] Loss: 7.624, Acc: 0.192, Base Lr: 1.66e-04
2024-05-06 13:03:10 transreid.train INFO: Epoch[4] Iter[80/243] Loss: 7.592, Acc: 0.197, Base Lr: 1.66e-04
2024-05-06 13:03:14 transreid.train INFO: Epoch[4] Iter[100/243] Loss: 7.571, Acc: 0.199, Base Lr: 1.66e-04
2024-05-06 13:03:19 transreid.train INFO: Epoch[4] Iter[120/243] Loss: 7.548, Acc: 0.209, Base Lr: 1.66e-04
2024-05-06 13:03:24 transreid.train INFO: Epoch[4] Iter[140/243] Loss: 7.530, Acc: 0.226, Base Lr: 1.66e-04
2024-05-06 13:03:28 transreid.train INFO: Epoch[4] Iter[160/243] Loss: 7.509, Acc: 0.246, Base Lr: 1.66e-04
2024-05-06 13:03:33 transreid.train INFO: Epoch[4] Iter[180/243] Loss: 7.490, Acc: 0.269, Base Lr: 1.66e-04
2024-05-06 13:03:37 transreid.train INFO: Epoch[4] Iter[200/243] Loss: 7.462, Acc: 0.301, Base Lr: 1.66e-04
2024-05-06 13:03:42 transreid.train INFO: Epoch[4] Iter[220/243] Loss: 7.429, Acc: 0.337, Base Lr: 1.66e-04
2024-05-06 13:03:45 transreid.train INFO: Epoch 4 done. Time per epoch: 53.960[s] Speed: 555.1[samples/s]
2024-05-06 13:03:50 transreid.train INFO: Epoch[5] Iter[20/243] Loss: 7.292, Acc: 0.203, Base Lr: 2.06e-04
2024-05-06 13:03:55 transreid.train INFO: Epoch[5] Iter[40/243] Loss: 7.266, Acc: 0.184, Base Lr: 2.06e-04
2024-05-06 13:03:59 transreid.train INFO: Epoch[5] Iter[60/243] Loss: 7.243, Acc: 0.186, Base Lr: 2.06e-04
2024-05-06 13:04:04 transreid.train INFO: Epoch[5] Iter[80/243] Loss: 7.205, Acc: 0.202, Base Lr: 2.06e-04
2024-05-06 13:04:08 transreid.train INFO: Epoch[5] Iter[100/243] Loss: 7.181, Acc: 0.217, Base Lr: 2.06e-04
2024-05-06 13:04:13 transreid.train INFO: Epoch[5] Iter[120/243] Loss: 7.158, Acc: 0.230, Base Lr: 2.06e-04
2024-05-06 13:04:17 transreid.train INFO: Epoch[5] Iter[140/243] Loss: 7.133, Acc: 0.246, Base Lr: 2.06e-04
2024-05-06 13:04:22 transreid.train INFO: Epoch[5] Iter[160/243] Loss: 7.112, Acc: 0.266, Base Lr: 2.06e-04
2024-05-06 13:04:26 transreid.train INFO: Epoch[5] Iter[180/243] Loss: 7.089, Acc: 0.288, Base Lr: 2.06e-04
2024-05-06 13:04:31 transreid.train INFO: Epoch[5] Iter[200/243] Loss: 7.054, Acc: 0.323, Base Lr: 2.06e-04
2024-05-06 13:04:36 transreid.train INFO: Epoch[5] Iter[220/243] Loss: 6.999, Acc: 0.364, Base Lr: 2.06e-04
2024-05-06 13:04:39 transreid.train INFO: Epoch 5 done. Time per epoch: 53.887[s] Speed: 555.8[samples/s]
2024-05-06 13:04:44 transreid.train INFO: Epoch[6] Iter[20/243] Loss: 6.963, Acc: 0.177, Base Lr: 2.46e-04
2024-05-06 13:04:49 transreid.train INFO: Epoch[6] Iter[40/243] Loss: 6.921, Acc: 0.183, Base Lr: 2.46e-04
2024-05-06 13:04:53 transreid.train INFO: Epoch[6] Iter[60/243] Loss: 6.923, Acc: 0.186, Base Lr: 2.46e-04
2024-05-06 13:04:58 transreid.train INFO: Epoch[6] Iter[80/243] Loss: 6.884, Acc: 0.198, Base Lr: 2.46e-04
2024-05-06 13:05:03 transreid.train INFO: Epoch[6] Iter[100/243] Loss: 6.836, Acc: 0.214, Base Lr: 2.46e-04
2024-05-06 13:05:07 transreid.train INFO: Epoch[6] Iter[120/243] Loss: 6.802, Acc: 0.228, Base Lr: 2.46e-04
2024-05-06 13:05:12 transreid.train INFO: Epoch[6] Iter[140/243] Loss: 6.771, Acc: 0.246, Base Lr: 2.46e-04
2024-05-06 13:05:16 transreid.train INFO: Epoch[6] Iter[160/243] Loss: 6.721, Acc: 0.266, Base Lr: 2.46e-04
2024-05-06 13:05:21 transreid.train INFO: Epoch[6] Iter[180/243] Loss: 6.671, Acc: 0.293, Base Lr: 2.46e-04
2024-05-06 13:05:25 transreid.train INFO: Epoch[6] Iter[200/243] Loss: 6.615, Acc: 0.322, Base Lr: 2.46e-04
2024-05-06 13:05:30 transreid.train INFO: Epoch[6] Iter[220/243] Loss: 6.535, Acc: 0.359, Base Lr: 2.46e-04
2024-05-06 13:05:33 transreid.train INFO: Epoch 6 done. Time per epoch: 54.502[s] Speed: 549.6[samples/s]
2024-05-06 13:05:38 transreid.train INFO: Epoch[7] Iter[20/243] Loss: 6.549, Acc: 0.193, Base Lr: 2.85e-04
2024-05-06 13:05:43 transreid.train INFO: Epoch[7] Iter[40/243] Loss: 6.496, Acc: 0.187, Base Lr: 2.85e-04
2024-05-06 13:05:48 transreid.train INFO: Epoch[7] Iter[60/243] Loss: 6.486, Acc: 0.183, Base Lr: 2.85e-04
2024-05-06 13:05:52 transreid.train INFO: Epoch[7] Iter[80/243] Loss: 6.444, Acc: 0.193, Base Lr: 2.85e-04
2024-05-06 13:05:57 transreid.train INFO: Epoch[7] Iter[100/243] Loss: 6.395, Acc: 0.208, Base Lr: 2.85e-04
2024-05-06 13:06:01 transreid.train INFO: Epoch[7] Iter[120/243] Loss: 6.340, Acc: 0.220, Base Lr: 2.85e-04
2024-05-06 13:06:06 transreid.train INFO: Epoch[7] Iter[140/243] Loss: 6.287, Acc: 0.234, Base Lr: 2.85e-04
2024-05-06 13:06:10 transreid.train INFO: Epoch[7] Iter[160/243] Loss: 6.238, Acc: 0.254, Base Lr: 2.85e-04
2024-05-06 13:06:15 transreid.train INFO: Epoch[7] Iter[180/243] Loss: 6.171, Acc: 0.279, Base Lr: 2.85e-04
2024-05-06 13:06:19 transreid.train INFO: Epoch[7] Iter[200/243] Loss: 6.093, Acc: 0.306, Base Lr: 2.85e-04
2024-05-06 13:06:24 transreid.train INFO: Epoch[7] Iter[220/243] Loss: 5.971, Acc: 0.349, Base Lr: 2.85e-04
2024-05-06 13:06:27 transreid.train INFO: Epoch 7 done. Time per epoch: 53.835[s] Speed: 556.4[samples/s]
2024-05-06 13:06:32 transreid.train INFO: Epoch[8] Iter[20/243] Loss: 6.063, Acc: 0.181, Base Lr: 3.25e-04
2024-05-06 13:06:37 transreid.train INFO: Epoch[8] Iter[40/243] Loss: 5.994, Acc: 0.194, Base Lr: 3.25e-04
2024-05-06 13:06:42 transreid.train INFO: Epoch[8] Iter[60/243] Loss: 5.974, Acc: 0.196, Base Lr: 3.25e-04
2024-05-06 13:06:46 transreid.train INFO: Epoch[8] Iter[80/243] Loss: 5.936, Acc: 0.201, Base Lr: 3.25e-04
2024-05-06 13:06:51 transreid.train INFO: Epoch[8] Iter[100/243] Loss: 5.891, Acc: 0.210, Base Lr: 3.25e-04
2024-05-06 13:06:55 transreid.train INFO: Epoch[8] Iter[120/243] Loss: 5.830, Acc: 0.222, Base Lr: 3.25e-04
2024-05-06 13:07:00 transreid.train INFO: Epoch[8] Iter[140/243] Loss: 5.752, Acc: 0.240, Base Lr: 3.25e-04
2024-05-06 13:07:04 transreid.train INFO: Epoch[8] Iter[160/243] Loss: 5.670, Acc: 0.261, Base Lr: 3.25e-04
2024-05-06 13:07:09 transreid.train INFO: Epoch[8] Iter[180/243] Loss: 5.591, Acc: 0.283, Base Lr: 3.25e-04
2024-05-06 13:07:13 transreid.train INFO: Epoch[8] Iter[200/243] Loss: 5.486, Acc: 0.314, Base Lr: 3.25e-04
2024-05-06 13:07:18 transreid.train INFO: Epoch[8] Iter[220/243] Loss: 5.323, Acc: 0.357, Base Lr: 3.25e-04
2024-05-06 13:07:21 transreid.train INFO: Epoch 8 done. Time per epoch: 53.917[s] Speed: 555.5[samples/s]
2024-05-06 13:07:26 transreid.train INFO: Epoch[9] Iter[20/243] Loss: 5.616, Acc: 0.173, Base Lr: 3.64e-04
2024-05-06 13:07:31 transreid.train INFO: Epoch[9] Iter[40/243] Loss: 5.561, Acc: 0.175, Base Lr: 3.64e-04
2024-05-06 13:07:35 transreid.train INFO: Epoch[9] Iter[60/243] Loss: 5.499, Acc: 0.183, Base Lr: 3.64e-04
2024-05-06 13:07:40 transreid.train INFO: Epoch[9] Iter[80/243] Loss: 5.445, Acc: 0.197, Base Lr: 3.64e-04
2024-05-06 13:07:44 transreid.train INFO: Epoch[9] Iter[100/243] Loss: 5.369, Acc: 0.213, Base Lr: 3.64e-04
2024-05-06 13:07:49 transreid.train INFO: Epoch[9] Iter[120/243] Loss: 5.315, Acc: 0.225, Base Lr: 3.64e-04
2024-05-06 13:07:54 transreid.train INFO: Epoch[9] Iter[140/243] Loss: 5.234, Acc: 0.247, Base Lr: 3.64e-04
2024-05-06 13:07:58 transreid.train INFO: Epoch[9] Iter[160/243] Loss: 5.141, Acc: 0.273, Base Lr: 3.64e-04
2024-05-06 13:08:03 transreid.train INFO: Epoch[9] Iter[180/243] Loss: 5.023, Acc: 0.305, Base Lr: 3.64e-04
2024-05-06 13:08:08 transreid.train INFO: Epoch[9] Iter[200/243] Loss: 4.871, Acc: 0.344, Base Lr: 3.64e-04
2024-05-06 13:08:12 transreid.train INFO: Epoch[9] Iter[220/243] Loss: 4.694, Acc: 0.389, Base Lr: 3.64e-04
2024-05-06 13:08:15 transreid.train INFO: Epoch 9 done. Time per epoch: 54.352[s] Speed: 548.7[samples/s]
2024-05-06 13:08:21 transreid.train INFO: Epoch[10] Iter[20/243] Loss: 5.176, Acc: 0.210, Base Lr: 4.04e-04
2024-05-06 13:08:25 transreid.train INFO: Epoch[10] Iter[40/243] Loss: 5.084, Acc: 0.236, Base Lr: 4.04e-04
2024-05-06 13:08:30 transreid.train INFO: Epoch[10] Iter[60/243] Loss: 4.997, Acc: 0.248, Base Lr: 4.04e-04
2024-05-06 13:08:34 transreid.train INFO: Epoch[10] Iter[80/243] Loss: 4.920, Acc: 0.266, Base Lr: 4.04e-04
2024-05-06 13:08:39 transreid.train INFO: Epoch[10] Iter[100/243] Loss: 4.859, Acc: 0.276, Base Lr: 4.04e-04
2024-05-06 13:08:43 transreid.train INFO: Epoch[10] Iter[120/243] Loss: 4.748, Acc: 0.299, Base Lr: 4.04e-04
2024-05-06 13:08:48 transreid.train INFO: Epoch[10] Iter[140/243] Loss: 4.643, Acc: 0.323, Base Lr: 4.04e-04
2024-05-06 13:08:52 transreid.train INFO: Epoch[10] Iter[160/243] Loss: 4.541, Acc: 0.348, Base Lr: 4.04e-04
2024-05-06 13:08:57 transreid.train INFO: Epoch[10] Iter[180/243] Loss: 4.419, Acc: 0.377, Base Lr: 4.04e-04
2024-05-06 13:09:01 transreid.train INFO: Epoch[10] Iter[200/243] Loss: 4.274, Acc: 0.411, Base Lr: 4.04e-04
2024-05-06 13:09:06 transreid.train INFO: Epoch[10] Iter[220/243] Loss: 4.094, Acc: 0.450, Base Lr: 4.04e-04
2024-05-06 13:09:09 transreid.train INFO: Epoch 10 done. Time per epoch: 53.831[s] Speed: 556.4[samples/s]
2024-05-06 13:09:14 transreid.train INFO: Epoch[11] Iter[20/243] Loss: 4.510, Acc: 0.294, Base Lr: 4.44e-04
2024-05-06 13:09:19 transreid.train INFO: Epoch[11] Iter[40/243] Loss: 4.469, Acc: 0.297, Base Lr: 4.44e-04
2024-05-06 13:09:24 transreid.train INFO: Epoch[11] Iter[60/243] Loss: 4.437, Acc: 0.311, Base Lr: 4.44e-04
2024-05-06 13:09:28 transreid.train INFO: Epoch[11] Iter[80/243] Loss: 4.348, Acc: 0.336, Base Lr: 4.44e-04
2024-05-06 13:09:33 transreid.train INFO: Epoch[11] Iter[100/243] Loss: 4.287, Acc: 0.352, Base Lr: 4.44e-04
2024-05-06 13:09:37 transreid.train INFO: Epoch[11] Iter[120/243] Loss: 4.207, Acc: 0.371, Base Lr: 4.44e-04
2024-05-06 13:09:42 transreid.train INFO: Epoch[11] Iter[140/243] Loss: 4.109, Acc: 0.395, Base Lr: 4.44e-04
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2024-05-06 13:10:03 transreid.train INFO: Epoch 11 done. Time per epoch: 53.832[s] Speed: 554.0[samples/s]
2024-05-06 13:10:08 transreid.train INFO: Epoch[12] Iter[20/243] Loss: 4.052, Acc: 0.374, Base Lr: 4.83e-04
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2024-05-06 13:10:57 transreid.train INFO: Epoch 12 done. Time per epoch: 54.201[s] Speed: 552.6[samples/s]
2024-05-06 13:11:02 transreid.train INFO: Epoch[13] Iter[20/243] Loss: 3.517, Acc: 0.486, Base Lr: 5.23e-04
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2024-05-06 13:11:52 transreid.train INFO: Epoch 13 done. Time per epoch: 54.334[s] Speed: 551.3[samples/s]
2024-05-06 13:11:57 transreid.train INFO: Epoch[14] Iter[20/243] Loss: 3.209, Acc: 0.536, Base Lr: 5.62e-04
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2024-05-06 13:12:47 transreid.train INFO: Epoch 14 done. Time per epoch: 54.956[s] Speed: 545.0[samples/s]
2024-05-06 13:12:52 transreid.train INFO: Epoch[15] Iter[20/243] Loss: 2.769, Acc: 0.622, Base Lr: 6.02e-04
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2024-05-06 13:13:41 transreid.train INFO: Epoch 15 done. Time per epoch: 54.209[s] Speed: 552.5[samples/s]
2024-05-06 13:13:46 transreid.train INFO: Epoch[16] Iter[20/243] Loss: 2.363, Acc: 0.686, Base Lr: 6.42e-04
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2024-05-06 13:14:35 transreid.train INFO: Epoch 16 done. Time per epoch: 54.003[s] Speed: 554.6[samples/s]
2024-05-06 13:14:40 transreid.train INFO: Epoch[17] Iter[20/243] Loss: 2.039, Acc: 0.741, Base Lr: 6.81e-04
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2024-05-06 13:15:28 transreid.train INFO: Epoch 17 done. Time per epoch: 53.564[s] Speed: 556.8[samples/s]
2024-05-06 13:15:34 transreid.train INFO: Epoch[18] Iter[20/243] Loss: 1.851, Acc: 0.766, Base Lr: 7.21e-04
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2024-05-06 13:16:23 transreid.train INFO: Epoch 18 done. Time per epoch: 54.894[s] Speed: 545.6[samples/s]
2024-05-06 13:16:28 transreid.train INFO: Epoch[19] Iter[20/243] Loss: 1.385, Acc: 0.836, Base Lr: 7.60e-04
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2024-05-06 13:17:17 transreid.train INFO: Epoch 19 done. Time per epoch: 54.195[s] Speed: 552.7[samples/s]
2024-05-06 13:17:23 transreid.train INFO: Epoch[20] Iter[20/243] Loss: 1.344, Acc: 0.874, Base Lr: 7.47e-04
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2024-05-06 13:18:12 transreid.train INFO: Epoch 20 done. Time per epoch: 54.191[s] Speed: 550.4[samples/s]
2024-05-06 13:18:17 transreid.train INFO: Epoch[21] Iter[20/243] Loss: 1.144, Acc: 0.886, Base Lr: 7.41e-04
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2024-05-06 13:19:06 transreid.train INFO: Epoch 21 done. Time per epoch: 54.518[s] Speed: 549.4[samples/s]
2024-05-06 13:19:11 transreid.train INFO: Epoch[22] Iter[20/243] Loss: 1.000, Acc: 0.906, Base Lr: 7.36e-04
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2024-05-06 13:20:01 transreid.train INFO: Epoch 22 done. Time per epoch: 54.618[s] Speed: 548.4[samples/s]
2024-05-06 13:20:06 transreid.train INFO: Epoch[23] Iter[20/243] Loss: 0.917, Acc: 0.925, Base Lr: 7.30e-04
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2024-05-06 13:20:55 transreid.train INFO: Epoch 23 done. Time per epoch: 54.303[s] Speed: 549.2[samples/s]
2024-05-06 13:21:00 transreid.train INFO: Epoch[24] Iter[20/243] Loss: 0.810, Acc: 0.932, Base Lr: 7.24e-04
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2024-05-06 13:21:49 transreid.train INFO: Epoch 24 done. Time per epoch: 53.902[s] Speed: 555.7[samples/s]
2024-05-06 13:21:54 transreid.train INFO: Epoch[25] Iter[20/243] Loss: 0.679, Acc: 0.943, Base Lr: 7.18e-04
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2024-05-06 13:22:43 transreid.train INFO: Epoch 25 done. Time per epoch: 54.161[s] Speed: 550.7[samples/s]
2024-05-06 13:22:48 transreid.train INFO: Epoch[26] Iter[20/243] Loss: 0.634, Acc: 0.950, Base Lr: 7.11e-04
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2024-05-06 13:23:37 transreid.train INFO: Epoch 26 done. Time per epoch: 53.964[s] Speed: 552.7[samples/s]
2024-05-06 13:23:42 transreid.train INFO: Epoch[27] Iter[20/243] Loss: 0.566, Acc: 0.956, Base Lr: 7.04e-04
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2024-05-06 13:24:31 transreid.train INFO: Epoch 27 done. Time per epoch: 53.806[s] Speed: 554.3[samples/s]
2024-05-06 13:24:36 transreid.train INFO: Epoch[28] Iter[20/243] Loss: 0.507, Acc: 0.961, Base Lr: 6.97e-04
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2024-05-06 13:25:25 transreid.train INFO: Epoch 28 done. Time per epoch: 54.586[s] Speed: 548.7[samples/s]
2024-05-06 13:25:31 transreid.train INFO: Epoch[29] Iter[20/243] Loss: 0.481, Acc: 0.970, Base Lr: 6.90e-04
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2024-05-06 13:26:20 transreid.train INFO: Epoch 29 done. Time per epoch: 54.711[s] Speed: 547.5[samples/s]
2024-05-06 13:26:25 transreid.train INFO: Epoch[30] Iter[20/243] Loss: 0.444, Acc: 0.968, Base Lr: 6.83e-04
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2024-05-06 13:27:03 transreid.train INFO: Epoch[30] Iter[180/243] Loss: 0.354, Acc: 0.980, Base Lr: 6.83e-04
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2024-05-06 13:27:15 transreid.train INFO: Epoch 30 done. Time per epoch: 54.937[s] Speed: 542.9[samples/s]
2024-05-06 13:27:20 transreid.train INFO: Epoch[31] Iter[20/243] Loss: 0.399, Acc: 0.972, Base Lr: 6.76e-04
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2024-05-06 13:28:09 transreid.train INFO: Epoch 31 done. Time per epoch: 54.002[s] Speed: 552.3[samples/s]
2024-05-06 13:28:14 transreid.train INFO: Epoch[32] Iter[20/243] Loss: 0.406, Acc: 0.973, Base Lr: 6.68e-04
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2024-05-06 13:29:03 transreid.train INFO: Epoch 32 done. Time per epoch: 54.065[s] Speed: 551.6[samples/s]
2024-05-06 13:29:08 transreid.train INFO: Epoch[33] Iter[20/243] Loss: 0.383, Acc: 0.976, Base Lr: 6.60e-04
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2024-05-06 13:29:58 transreid.train INFO: Epoch 33 done. Time per epoch: 54.963[s] Speed: 542.6[samples/s]
2024-05-06 13:30:03 transreid.train INFO: Epoch[34] Iter[20/243] Loss: 0.350, Acc: 0.977, Base Lr: 6.52e-04
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2024-05-06 13:30:53 transreid.train INFO: Epoch 34 done. Time per epoch: 54.392[s] Speed: 548.3[samples/s]
2024-05-06 13:30:58 transreid.train INFO: Epoch[35] Iter[20/243] Loss: 0.336, Acc: 0.980, Base Lr: 6.44e-04
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2024-05-06 13:31:46 transreid.train INFO: Epoch 35 done. Time per epoch: 53.725[s] Speed: 555.1[samples/s]
2024-05-06 13:31:51 transreid.train INFO: Epoch[36] Iter[20/243] Loss: 0.291, Acc: 0.982, Base Lr: 6.35e-04
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2024-05-06 13:32:40 transreid.train INFO: Epoch 36 done. Time per epoch: 53.771[s] Speed: 557.0[samples/s]
2024-05-06 13:32:45 transreid.train INFO: Epoch[37] Iter[20/243] Loss: 0.284, Acc: 0.983, Base Lr: 6.27e-04
2024-05-06 13:32:50 transreid.train INFO: Epoch[37] Iter[40/243] Loss: 0.284, Acc: 0.985, Base Lr: 6.27e-04
2024-05-06 13:32:54 transreid.train INFO: Epoch[37] Iter[60/243] Loss: 0.278, Acc: 0.986, Base Lr: 6.27e-04
2024-05-06 13:32:59 transreid.train INFO: Epoch[37] Iter[80/243] Loss: 0.258, Acc: 0.987, Base Lr: 6.27e-04
2024-05-06 13:33:04 transreid.train INFO: Epoch[37] Iter[100/243] Loss: 0.253, Acc: 0.987, Base Lr: 6.27e-04
2024-05-06 13:33:08 transreid.train INFO: Epoch[37] Iter[120/243] Loss: 0.250, Acc: 0.987, Base Lr: 6.27e-04
2024-05-06 13:33:13 transreid.train INFO: Epoch[37] Iter[140/243] Loss: 0.246, Acc: 0.987, Base Lr: 6.27e-04
2024-05-06 13:33:17 transreid.train INFO: Epoch[37] Iter[160/243] Loss: 0.242, Acc: 0.987, Base Lr: 6.27e-04
2024-05-06 13:33:22 transreid.train INFO: Epoch[37] Iter[180/243] Loss: 0.240, Acc: 0.987, Base Lr: 6.27e-04
2024-05-06 13:33:27 transreid.train INFO: Epoch[37] Iter[200/243] Loss: 0.233, Acc: 0.988, Base Lr: 6.27e-04
2024-05-06 13:33:31 transreid.train INFO: Epoch[37] Iter[220/243] Loss: 0.225, Acc: 0.988, Base Lr: 6.27e-04
2024-05-06 13:33:35 transreid.train INFO: Epoch 37 done. Time per epoch: 54.674[s] Speed: 550.2[samples/s]
2024-05-06 13:33:40 transreid.train INFO: Epoch[38] Iter[20/243] Loss: 0.254, Acc: 0.983, Base Lr: 6.18e-04
2024-05-06 13:33:44 transreid.train INFO: Epoch[38] Iter[40/243] Loss: 0.245, Acc: 0.987, Base Lr: 6.18e-04
2024-05-06 13:33:49 transreid.train INFO: Epoch[38] Iter[60/243] Loss: 0.238, Acc: 0.988, Base Lr: 6.18e-04
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2024-05-06 13:33:58 transreid.train INFO: Epoch[38] Iter[100/243] Loss: 0.234, Acc: 0.988, Base Lr: 6.18e-04
2024-05-06 13:34:03 transreid.train INFO: Epoch[38] Iter[120/243] Loss: 0.233, Acc: 0.988, Base Lr: 6.18e-04
2024-05-06 13:34:07 transreid.train INFO: Epoch[38] Iter[140/243] Loss: 0.230, Acc: 0.988, Base Lr: 6.18e-04
2024-05-06 13:34:12 transreid.train INFO: Epoch[38] Iter[160/243] Loss: 0.226, Acc: 0.988, Base Lr: 6.18e-04
2024-05-06 13:34:16 transreid.train INFO: Epoch[38] Iter[180/243] Loss: 0.220, Acc: 0.989, Base Lr: 6.18e-04
2024-05-06 13:34:21 transreid.train INFO: Epoch[38] Iter[200/243] Loss: 0.214, Acc: 0.989, Base Lr: 6.18e-04
2024-05-06 13:34:26 transreid.train INFO: Epoch[38] Iter[220/243] Loss: 0.209, Acc: 0.990, Base Lr: 6.18e-04
2024-05-06 13:34:29 transreid.train INFO: Epoch 38 done. Time per epoch: 54.094[s] Speed: 553.7[samples/s]
2024-05-06 13:34:34 transreid.train INFO: Epoch[39] Iter[20/243] Loss: 0.268, Acc: 0.984, Base Lr: 6.09e-04
2024-05-06 13:34:39 transreid.train INFO: Epoch[39] Iter[40/243] Loss: 0.242, Acc: 0.988, Base Lr: 6.09e-04
2024-05-06 13:34:43 transreid.train INFO: Epoch[39] Iter[60/243] Loss: 0.245, Acc: 0.987, Base Lr: 6.09e-04
2024-05-06 13:34:48 transreid.train INFO: Epoch[39] Iter[80/243] Loss: 0.236, Acc: 0.988, Base Lr: 6.09e-04
2024-05-06 13:34:52 transreid.train INFO: Epoch[39] Iter[100/243] Loss: 0.229, Acc: 0.988, Base Lr: 6.09e-04
2024-05-06 13:34:57 transreid.train INFO: Epoch[39] Iter[120/243] Loss: 0.226, Acc: 0.988, Base Lr: 6.09e-04
2024-05-06 13:35:01 transreid.train INFO: Epoch[39] Iter[140/243] Loss: 0.219, Acc: 0.989, Base Lr: 6.09e-04
2024-05-06 13:35:06 transreid.train INFO: Epoch[39] Iter[160/243] Loss: 0.212, Acc: 0.989, Base Lr: 6.09e-04
2024-05-06 13:35:10 transreid.train INFO: Epoch[39] Iter[180/243] Loss: 0.208, Acc: 0.989, Base Lr: 6.09e-04
2024-05-06 13:35:15 transreid.train INFO: Epoch[39] Iter[200/243] Loss: 0.200, Acc: 0.989, Base Lr: 6.09e-04
2024-05-06 13:35:19 transreid.train INFO: Epoch[39] Iter[220/243] Loss: 0.196, Acc: 0.989, Base Lr: 6.09e-04
2024-05-06 13:35:22 transreid.train INFO: Epoch 39 done. Time per epoch: 53.703[s] Speed: 555.4[samples/s]
2024-05-06 13:35:28 transreid.train INFO: Epoch[40] Iter[20/243] Loss: 0.261, Acc: 0.986, Base Lr: 6.00e-04
2024-05-06 13:35:32 transreid.train INFO: Epoch[40] Iter[40/243] Loss: 0.235, Acc: 0.989, Base Lr: 6.00e-04
2024-05-06 13:35:37 transreid.train INFO: Epoch[40] Iter[60/243] Loss: 0.223, Acc: 0.990, Base Lr: 6.00e-04
2024-05-06 13:35:41 transreid.train INFO: Epoch[40] Iter[80/243] Loss: 0.218, Acc: 0.990, Base Lr: 6.00e-04
2024-05-06 13:35:46 transreid.train INFO: Epoch[40] Iter[100/243] Loss: 0.214, Acc: 0.990, Base Lr: 6.00e-04
2024-05-06 13:35:51 transreid.train INFO: Epoch[40] Iter[120/243] Loss: 0.208, Acc: 0.990, Base Lr: 6.00e-04
2024-05-06 13:35:55 transreid.train INFO: Epoch[40] Iter[140/243] Loss: 0.205, Acc: 0.990, Base Lr: 6.00e-04
2024-05-06 13:36:00 transreid.train INFO: Epoch[40] Iter[160/243] Loss: 0.198, Acc: 0.990, Base Lr: 6.00e-04
2024-05-06 13:36:04 transreid.train INFO: Epoch[40] Iter[180/243] Loss: 0.197, Acc: 0.990, Base Lr: 6.00e-04
2024-05-06 13:36:09 transreid.train INFO: Epoch[40] Iter[200/243] Loss: 0.194, Acc: 0.991, Base Lr: 6.00e-04
2024-05-06 13:36:13 transreid.train INFO: Epoch[40] Iter[220/243] Loss: 0.191, Acc: 0.991, Base Lr: 6.00e-04
2024-05-06 13:36:16 transreid.train INFO: Epoch 40 done. Time per epoch: 53.945[s] Speed: 555.2[samples/s]
2024-05-06 13:39:20 transreid.train INFO: Validation Results - Epoch: 40
2024-05-06 13:39:20 transreid.train INFO: mAP: 69.6%
2024-05-06 13:39:20 transreid.train INFO: CMC curve, Rank-1  :86.9%
2024-05-06 13:39:20 transreid.train INFO: CMC curve, Rank-5  :93.3%
2024-05-06 13:39:20 transreid.train INFO: CMC curve, Rank-10 :95.0%
2024-05-06 13:39:25 transreid.train INFO: Epoch[41] Iter[20/243] Loss: 0.216, Acc: 0.988, Base Lr: 5.91e-04
2024-05-06 13:39:30 transreid.train INFO: Epoch[41] Iter[40/243] Loss: 0.227, Acc: 0.988, Base Lr: 5.91e-04
2024-05-06 13:39:35 transreid.train INFO: Epoch[41] Iter[60/243] Loss: 0.225, Acc: 0.988, Base Lr: 5.91e-04
2024-05-06 13:39:39 transreid.train INFO: Epoch[41] Iter[80/243] Loss: 0.216, Acc: 0.989, Base Lr: 5.91e-04
2024-05-06 13:39:44 transreid.train INFO: Epoch[41] Iter[100/243] Loss: 0.212, Acc: 0.989, Base Lr: 5.91e-04
2024-05-06 13:39:48 transreid.train INFO: Epoch[41] Iter[120/243] Loss: 0.208, Acc: 0.989, Base Lr: 5.91e-04
2024-05-06 13:39:53 transreid.train INFO: Epoch[41] Iter[140/243] Loss: 0.203, Acc: 0.990, Base Lr: 5.91e-04
2024-05-06 13:39:57 transreid.train INFO: Epoch[41] Iter[160/243] Loss: 0.199, Acc: 0.990, Base Lr: 5.91e-04
2024-05-06 13:40:02 transreid.train INFO: Epoch[41] Iter[180/243] Loss: 0.193, Acc: 0.990, Base Lr: 5.91e-04
2024-05-06 13:40:06 transreid.train INFO: Epoch[41] Iter[200/243] Loss: 0.190, Acc: 0.990, Base Lr: 5.91e-04
2024-05-06 13:40:11 transreid.train INFO: Epoch[41] Iter[220/243] Loss: 0.183, Acc: 0.991, Base Lr: 5.91e-04
2024-05-06 13:40:14 transreid.train INFO: Epoch 41 done. Time per epoch: 54.281[s] Speed: 549.4[samples/s]
2024-05-06 13:40:20 transreid.train INFO: Epoch[42] Iter[20/243] Loss: 0.216, Acc: 0.989, Base Lr: 5.82e-04
2024-05-06 13:40:25 transreid.train INFO: Epoch[42] Iter[40/243] Loss: 0.198, Acc: 0.991, Base Lr: 5.82e-04
2024-05-06 13:40:29 transreid.train INFO: Epoch[42] Iter[60/243] Loss: 0.198, Acc: 0.990, Base Lr: 5.82e-04
2024-05-06 13:40:34 transreid.train INFO: Epoch[42] Iter[80/243] Loss: 0.188, Acc: 0.991, Base Lr: 5.82e-04
2024-05-06 13:40:38 transreid.train INFO: Epoch[42] Iter[100/243] Loss: 0.184, Acc: 0.992, Base Lr: 5.82e-04
2024-05-06 13:40:43 transreid.train INFO: Epoch[42] Iter[120/243] Loss: 0.183, Acc: 0.992, Base Lr: 5.82e-04
2024-05-06 13:40:48 transreid.train INFO: Epoch[42] Iter[140/243] Loss: 0.183, Acc: 0.992, Base Lr: 5.82e-04
2024-05-06 13:40:52 transreid.train INFO: Epoch[42] Iter[160/243] Loss: 0.181, Acc: 0.992, Base Lr: 5.82e-04
2024-05-06 13:40:57 transreid.train INFO: Epoch[42] Iter[180/243] Loss: 0.176, Acc: 0.992, Base Lr: 5.82e-04
2024-05-06 13:41:01 transreid.train INFO: Epoch[42] Iter[200/243] Loss: 0.173, Acc: 0.992, Base Lr: 5.82e-04
2024-05-06 13:41:05 transreid.train INFO: Epoch[42] Iter[220/243] Loss: 0.169, Acc: 0.992, Base Lr: 5.82e-04
2024-05-06 13:41:09 transreid.train INFO: Epoch 42 done. Time per epoch: 54.890[s] Speed: 545.7[samples/s]
2024-05-06 13:41:15 transreid.train INFO: Epoch[43] Iter[20/243] Loss: 0.186, Acc: 0.992, Base Lr: 5.73e-04
2024-05-06 13:41:20 transreid.train INFO: Epoch[43] Iter[40/243] Loss: 0.199, Acc: 0.990, Base Lr: 5.73e-04
2024-05-06 13:41:24 transreid.train INFO: Epoch[43] Iter[60/243] Loss: 0.200, Acc: 0.990, Base Lr: 5.73e-04
2024-05-06 13:41:29 transreid.train INFO: Epoch[43] Iter[80/243] Loss: 0.198, Acc: 0.991, Base Lr: 5.73e-04
2024-05-06 13:41:34 transreid.train INFO: Epoch[43] Iter[100/243] Loss: 0.191, Acc: 0.991, Base Lr: 5.73e-04
2024-05-06 13:41:38 transreid.train INFO: Epoch[43] Iter[120/243] Loss: 0.189, Acc: 0.991, Base Lr: 5.73e-04
2024-05-06 13:41:43 transreid.train INFO: Epoch[43] Iter[140/243] Loss: 0.182, Acc: 0.991, Base Lr: 5.73e-04
2024-05-06 13:41:47 transreid.train INFO: Epoch[43] Iter[160/243] Loss: 0.180, Acc: 0.991, Base Lr: 5.73e-04
2024-05-06 13:41:52 transreid.train INFO: Epoch[43] Iter[180/243] Loss: 0.176, Acc: 0.991, Base Lr: 5.73e-04
2024-05-06 13:41:56 transreid.train INFO: Epoch[43] Iter[200/243] Loss: 0.177, Acc: 0.991, Base Lr: 5.73e-04
2024-05-06 13:42:01 transreid.train INFO: Epoch[43] Iter[220/243] Loss: 0.173, Acc: 0.991, Base Lr: 5.73e-04
2024-05-06 13:42:04 transreid.train INFO: Epoch 43 done. Time per epoch: 55.350[s] Speed: 543.5[samples/s]
2024-05-06 13:42:10 transreid.train INFO: Epoch[44] Iter[20/243] Loss: 0.209, Acc: 0.987, Base Lr: 5.63e-04
2024-05-06 13:42:15 transreid.train INFO: Epoch[44] Iter[40/243] Loss: 0.203, Acc: 0.987, Base Lr: 5.63e-04
2024-05-06 13:42:20 transreid.train INFO: Epoch[44] Iter[60/243] Loss: 0.195, Acc: 0.989, Base Lr: 5.63e-04
2024-05-06 13:42:24 transreid.train INFO: Epoch[44] Iter[80/243] Loss: 0.196, Acc: 0.989, Base Lr: 5.63e-04
2024-05-06 13:42:29 transreid.train INFO: Epoch[44] Iter[100/243] Loss: 0.190, Acc: 0.989, Base Lr: 5.63e-04
2024-05-06 13:42:34 transreid.train INFO: Epoch[44] Iter[120/243] Loss: 0.183, Acc: 0.990, Base Lr: 5.63e-04
2024-05-06 13:42:38 transreid.train INFO: Epoch[44] Iter[140/243] Loss: 0.182, Acc: 0.990, Base Lr: 5.63e-04
2024-05-06 13:42:43 transreid.train INFO: Epoch[44] Iter[160/243] Loss: 0.177, Acc: 0.991, Base Lr: 5.63e-04
2024-05-06 13:42:47 transreid.train INFO: Epoch[44] Iter[180/243] Loss: 0.173, Acc: 0.991, Base Lr: 5.63e-04
2024-05-06 13:42:52 transreid.train INFO: Epoch[44] Iter[200/243] Loss: 0.167, Acc: 0.991, Base Lr: 5.63e-04
2024-05-06 13:42:56 transreid.train INFO: Epoch[44] Iter[220/243] Loss: 0.162, Acc: 0.992, Base Lr: 5.63e-04
2024-05-06 13:42:59 transreid.train INFO: Epoch 44 done. Time per epoch: 55.124[s] Speed: 541.0[samples/s]
2024-05-06 13:43:05 transreid.train INFO: Epoch[45] Iter[20/243] Loss: 0.221, Acc: 0.986, Base Lr: 5.54e-04
2024-05-06 13:43:10 transreid.train INFO: Epoch[45] Iter[40/243] Loss: 0.202, Acc: 0.989, Base Lr: 5.54e-04
2024-05-06 13:43:15 transreid.train INFO: Epoch[45] Iter[60/243] Loss: 0.197, Acc: 0.990, Base Lr: 5.54e-04
2024-05-06 13:43:20 transreid.train INFO: Epoch[45] Iter[80/243] Loss: 0.198, Acc: 0.990, Base Lr: 5.54e-04
2024-05-06 13:43:24 transreid.train INFO: Epoch[45] Iter[100/243] Loss: 0.189, Acc: 0.990, Base Lr: 5.54e-04
2024-05-06 13:43:29 transreid.train INFO: Epoch[45] Iter[120/243] Loss: 0.181, Acc: 0.991, Base Lr: 5.54e-04
2024-05-06 13:43:33 transreid.train INFO: Epoch[45] Iter[140/243] Loss: 0.175, Acc: 0.991, Base Lr: 5.54e-04
2024-05-06 13:43:38 transreid.train INFO: Epoch[45] Iter[160/243] Loss: 0.172, Acc: 0.991, Base Lr: 5.54e-04
2024-05-06 13:43:42 transreid.train INFO: Epoch[45] Iter[180/243] Loss: 0.168, Acc: 0.991, Base Lr: 5.54e-04
2024-05-06 13:43:47 transreid.train INFO: Epoch[45] Iter[200/243] Loss: 0.167, Acc: 0.991, Base Lr: 5.54e-04
2024-05-06 13:43:51 transreid.train INFO: Epoch[45] Iter[220/243] Loss: 0.162, Acc: 0.992, Base Lr: 5.54e-04
2024-05-06 13:43:55 transreid.train INFO: Epoch 45 done. Time per epoch: 55.031[s] Speed: 542.0[samples/s]
2024-05-06 13:44:00 transreid.train INFO: Epoch[46] Iter[20/243] Loss: 0.181, Acc: 0.989, Base Lr: 5.44e-04
2024-05-06 13:44:05 transreid.train INFO: Epoch[46] Iter[40/243] Loss: 0.188, Acc: 0.990, Base Lr: 5.44e-04
2024-05-06 13:44:10 transreid.train INFO: Epoch[46] Iter[60/243] Loss: 0.184, Acc: 0.990, Base Lr: 5.44e-04
2024-05-06 13:44:15 transreid.train INFO: Epoch[46] Iter[80/243] Loss: 0.174, Acc: 0.991, Base Lr: 5.44e-04
2024-05-06 13:44:19 transreid.train INFO: Epoch[46] Iter[100/243] Loss: 0.172, Acc: 0.992, Base Lr: 5.44e-04
2024-05-06 13:44:24 transreid.train INFO: Epoch[46] Iter[120/243] Loss: 0.169, Acc: 0.992, Base Lr: 5.44e-04
2024-05-06 13:44:28 transreid.train INFO: Epoch[46] Iter[140/243] Loss: 0.166, Acc: 0.992, Base Lr: 5.44e-04
2024-05-06 13:44:33 transreid.train INFO: Epoch[46] Iter[160/243] Loss: 0.163, Acc: 0.992, Base Lr: 5.44e-04
2024-05-06 13:44:37 transreid.train INFO: Epoch[46] Iter[180/243] Loss: 0.158, Acc: 0.992, Base Lr: 5.44e-04
2024-05-06 13:44:42 transreid.train INFO: Epoch[46] Iter[200/243] Loss: 0.155, Acc: 0.993, Base Lr: 5.44e-04
2024-05-06 13:44:46 transreid.train INFO: Epoch[46] Iter[220/243] Loss: 0.152, Acc: 0.993, Base Lr: 5.44e-04
2024-05-06 13:44:50 transreid.train INFO: Epoch 46 done. Time per epoch: 55.331[s] Speed: 541.3[samples/s]
2024-05-06 13:44:56 transreid.train INFO: Epoch[47] Iter[20/243] Loss: 0.167, Acc: 0.993, Base Lr: 5.34e-04
2024-05-06 13:45:00 transreid.train INFO: Epoch[47] Iter[40/243] Loss: 0.179, Acc: 0.993, Base Lr: 5.34e-04
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2024-05-06 13:45:10 transreid.train INFO: Epoch[47] Iter[80/243] Loss: 0.168, Acc: 0.993, Base Lr: 5.34e-04
2024-05-06 13:45:14 transreid.train INFO: Epoch[47] Iter[100/243] Loss: 0.163, Acc: 0.994, Base Lr: 5.34e-04
2024-05-06 13:45:19 transreid.train INFO: Epoch[47] Iter[120/243] Loss: 0.160, Acc: 0.994, Base Lr: 5.34e-04
2024-05-06 13:45:24 transreid.train INFO: Epoch[47] Iter[140/243] Loss: 0.159, Acc: 0.993, Base Lr: 5.34e-04
2024-05-06 13:45:28 transreid.train INFO: Epoch[47] Iter[160/243] Loss: 0.156, Acc: 0.993, Base Lr: 5.34e-04
2024-05-06 13:45:33 transreid.train INFO: Epoch[47] Iter[180/243] Loss: 0.153, Acc: 0.993, Base Lr: 5.34e-04
2024-05-06 13:45:37 transreid.train INFO: Epoch[47] Iter[200/243] Loss: 0.149, Acc: 0.994, Base Lr: 5.34e-04
2024-05-06 13:45:42 transreid.train INFO: Epoch[47] Iter[220/243] Loss: 0.146, Acc: 0.993, Base Lr: 5.34e-04
2024-05-06 13:45:45 transreid.train INFO: Epoch 47 done. Time per epoch: 55.261[s] Speed: 539.7[samples/s]
2024-05-06 13:45:51 transreid.train INFO: Epoch[48] Iter[20/243] Loss: 0.163, Acc: 0.991, Base Lr: 5.24e-04
2024-05-06 13:45:56 transreid.train INFO: Epoch[48] Iter[40/243] Loss: 0.165, Acc: 0.991, Base Lr: 5.24e-04
2024-05-06 13:46:00 transreid.train INFO: Epoch[48] Iter[60/243] Loss: 0.167, Acc: 0.991, Base Lr: 5.24e-04
2024-05-06 13:46:05 transreid.train INFO: Epoch[48] Iter[80/243] Loss: 0.159, Acc: 0.992, Base Lr: 5.24e-04
2024-05-06 13:46:10 transreid.train INFO: Epoch[48] Iter[100/243] Loss: 0.156, Acc: 0.992, Base Lr: 5.24e-04
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2024-05-06 13:46:23 transreid.train INFO: Epoch[48] Iter[160/243] Loss: 0.149, Acc: 0.993, Base Lr: 5.24e-04
2024-05-06 13:46:28 transreid.train INFO: Epoch[48] Iter[180/243] Loss: 0.145, Acc: 0.993, Base Lr: 5.24e-04
2024-05-06 13:46:32 transreid.train INFO: Epoch[48] Iter[200/243] Loss: 0.143, Acc: 0.993, Base Lr: 5.24e-04
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2024-05-06 13:46:40 transreid.train INFO: Epoch 48 done. Time per epoch: 54.829[s] Speed: 541.6[samples/s]
2024-05-06 13:46:46 transreid.train INFO: Epoch[49] Iter[20/243] Loss: 0.187, Acc: 0.990, Base Lr: 5.14e-04
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2024-05-06 13:47:13 transreid.train INFO: Epoch[49] Iter[140/243] Loss: 0.150, Acc: 0.993, Base Lr: 5.14e-04
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2024-05-06 13:47:35 transreid.train INFO: Epoch 49 done. Time per epoch: 54.781[s] Speed: 546.8[samples/s]
2024-05-06 13:47:41 transreid.train INFO: Epoch[50] Iter[20/243] Loss: 0.154, Acc: 0.991, Base Lr: 5.04e-04
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2024-05-06 13:48:30 transreid.train INFO: Epoch 50 done. Time per epoch: 55.193[s] Speed: 540.4[samples/s]
2024-05-06 13:48:36 transreid.train INFO: Epoch[51] Iter[20/243] Loss: 0.152, Acc: 0.990, Base Lr: 4.94e-04
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2024-05-06 13:49:25 transreid.train INFO: Epoch 51 done. Time per epoch: 54.944[s] Speed: 545.1[samples/s]
2024-05-06 13:49:31 transreid.train INFO: Epoch[52] Iter[20/243] Loss: 0.148, Acc: 0.993, Base Lr: 4.84e-04
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2024-05-06 13:50:20 transreid.train INFO: Epoch 52 done. Time per epoch: 55.169[s] Speed: 540.6[samples/s]
2024-05-06 13:50:26 transreid.train INFO: Epoch[53] Iter[20/243] Loss: 0.149, Acc: 0.994, Base Lr: 4.74e-04
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2024-05-06 13:51:15 transreid.train INFO: Epoch 53 done. Time per epoch: 54.901[s] Speed: 545.6[samples/s]
2024-05-06 13:51:21 transreid.train INFO: Epoch[54] Iter[20/243] Loss: 0.151, Acc: 0.993, Base Lr: 4.63e-04
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2024-05-06 13:52:11 transreid.train INFO: Epoch 54 done. Time per epoch: 55.565[s] Speed: 536.7[samples/s]
2024-05-06 13:52:16 transreid.train INFO: Epoch[55] Iter[20/243] Loss: 0.161, Acc: 0.991, Base Lr: 4.53e-04
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2024-05-06 13:53:05 transreid.train INFO: Epoch 55 done. Time per epoch: 54.509[s] Speed: 547.1[samples/s]
2024-05-06 13:53:11 transreid.train INFO: Epoch[56] Iter[20/243] Loss: 0.152, Acc: 0.994, Base Lr: 4.43e-04
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2024-05-06 13:54:00 transreid.train INFO: Epoch 56 done. Time per epoch: 54.796[s] Speed: 546.6[samples/s]
2024-05-06 13:54:06 transreid.train INFO: Epoch[57] Iter[20/243] Loss: 0.149, Acc: 0.993, Base Lr: 4.32e-04
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2024-05-06 13:54:55 transreid.train INFO: Epoch 57 done. Time per epoch: 55.014[s] Speed: 542.1[samples/s]
2024-05-06 13:55:01 transreid.train INFO: Epoch[58] Iter[20/243] Loss: 0.131, Acc: 0.991, Base Lr: 4.22e-04
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2024-05-06 13:55:51 transreid.train INFO: Epoch 58 done. Time per epoch: 56.367[s] Speed: 533.6[samples/s]
2024-05-06 13:55:57 transreid.train INFO: Epoch[59] Iter[20/243] Loss: 0.137, Acc: 0.995, Base Lr: 4.11e-04
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2024-05-06 13:56:46 transreid.train INFO: Epoch 59 done. Time per epoch: 55.225[s] Speed: 544.7[samples/s]
2024-05-06 13:56:52 transreid.train INFO: Epoch[60] Iter[20/243] Loss: 0.113, Acc: 0.996, Base Lr: 4.01e-04
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2024-05-06 13:57:41 transreid.train INFO: Epoch 60 done. Time per epoch: 55.033[s] Speed: 541.9[samples/s]
2024-05-06 13:57:47 transreid.train INFO: Epoch[61] Iter[20/243] Loss: 0.124, Acc: 0.996, Base Lr: 3.90e-04
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2024-05-06 13:58:37 transreid.train INFO: Epoch 61 done. Time per epoch: 55.059[s] Speed: 541.7[samples/s]
2024-05-06 13:58:42 transreid.train INFO: Epoch[62] Iter[20/243] Loss: 0.116, Acc: 0.993, Base Lr: 3.80e-04
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2024-05-06 13:59:37 transreid.train INFO: Epoch[63] Iter[20/243] Loss: 0.136, Acc: 0.995, Base Lr: 3.69e-04
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2024-05-06 14:00:25 transreid.train INFO: Epoch 63 done. Time per epoch: 54.502[s] Speed: 547.2[samples/s]
2024-05-06 14:00:31 transreid.train INFO: Epoch[64] Iter[20/243] Loss: 0.112, Acc: 0.994, Base Lr: 3.59e-04
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2024-05-06 14:01:20 transreid.train INFO: Epoch 64 done. Time per epoch: 54.565[s] Speed: 548.9[samples/s]
2024-05-06 14:01:26 transreid.train INFO: Epoch[65] Iter[20/243] Loss: 0.123, Acc: 0.995, Base Lr: 3.49e-04
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2024-05-06 14:02:15 transreid.train INFO: Epoch 65 done. Time per epoch: 54.824[s] Speed: 546.3[samples/s]
2024-05-06 14:02:21 transreid.train INFO: Epoch[66] Iter[20/243] Loss: 0.108, Acc: 0.995, Base Lr: 3.38e-04
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2024-05-06 14:03:10 transreid.train INFO: Epoch 66 done. Time per epoch: 54.894[s] Speed: 545.6[samples/s]
2024-05-06 14:03:15 transreid.train INFO: Epoch[67] Iter[20/243] Loss: 0.111, Acc: 0.994, Base Lr: 3.28e-04
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2024-05-06 14:04:04 transreid.train INFO: Epoch 67 done. Time per epoch: 54.607[s] Speed: 548.5[samples/s]
2024-05-06 14:04:10 transreid.train INFO: Epoch[68] Iter[20/243] Loss: 0.110, Acc: 0.995, Base Lr: 3.18e-04
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2024-05-06 14:05:00 transreid.train INFO: Epoch 68 done. Time per epoch: 55.205[s] Speed: 540.2[samples/s]
2024-05-06 14:05:06 transreid.train INFO: Epoch[69] Iter[20/243] Loss: 0.103, Acc: 0.996, Base Lr: 3.08e-04
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2024-05-06 14:05:56 transreid.train INFO: Epoch 69 done. Time per epoch: 55.996[s] Speed: 534.9[samples/s]
2024-05-06 14:06:01 transreid.train INFO: Epoch[70] Iter[20/243] Loss: 0.088, Acc: 0.996, Base Lr: 2.97e-04
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2024-05-06 14:06:51 transreid.train INFO: Epoch 70 done. Time per epoch: 55.062[s] Speed: 541.6[samples/s]
2024-05-06 14:06:56 transreid.train INFO: Epoch[71] Iter[20/243] Loss: 0.087, Acc: 0.997, Base Lr: 2.87e-04
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2024-05-06 14:07:47 transreid.train INFO: Epoch 71 done. Time per epoch: 55.948[s] Speed: 537.6[samples/s]
2024-05-06 14:07:52 transreid.train INFO: Epoch[72] Iter[20/243] Loss: 0.087, Acc: 0.997, Base Lr: 2.77e-04
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2024-05-06 14:08:42 transreid.train INFO: Epoch 72 done. Time per epoch: 55.442[s] Speed: 540.2[samples/s]
2024-05-06 14:08:48 transreid.train INFO: Epoch[73] Iter[20/243] Loss: 0.099, Acc: 0.996, Base Lr: 2.68e-04
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2024-05-06 14:09:37 transreid.train INFO: Epoch 73 done. Time per epoch: 55.187[s] Speed: 545.1[samples/s]
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2024-05-06 14:10:31 transreid.train INFO: Epoch 74 done. Time per epoch: 54.075[s] Speed: 549.2[samples/s]
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2024-05-06 14:11:26 transreid.train INFO: Epoch 75 done. Time per epoch: 54.351[s] Speed: 548.7[samples/s]
2024-05-06 14:11:31 transreid.train INFO: Epoch[76] Iter[20/243] Loss: 0.095, Acc: 0.995, Base Lr: 2.38e-04
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2024-05-06 14:12:20 transreid.train INFO: Epoch 76 done. Time per epoch: 54.731[s] Speed: 547.3[samples/s]
2024-05-06 14:12:26 transreid.train INFO: Epoch[77] Iter[20/243] Loss: 0.091, Acc: 0.996, Base Lr: 2.29e-04
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2024-05-06 14:13:16 transreid.train INFO: Epoch 77 done. Time per epoch: 55.501[s] Speed: 539.7[samples/s]
2024-05-06 14:13:21 transreid.train INFO: Epoch[78] Iter[20/243] Loss: 0.082, Acc: 0.995, Base Lr: 2.20e-04
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2024-05-06 14:14:03 transreid.train INFO: Epoch[78] Iter[200/243] Loss: 0.072, Acc: 0.997, Base Lr: 2.20e-04
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2024-05-06 14:14:11 transreid.train INFO: Epoch 78 done. Time per epoch: 54.772[s] Speed: 546.8[samples/s]
2024-05-06 14:14:16 transreid.train INFO: Epoch[79] Iter[20/243] Loss: 0.090, Acc: 0.996, Base Lr: 2.10e-04
2024-05-06 14:14:21 transreid.train INFO: Epoch[79] Iter[40/243] Loss: 0.085, Acc: 0.997, Base Lr: 2.10e-04
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2024-05-06 14:15:05 transreid.train INFO: Epoch 79 done. Time per epoch: 54.346[s] Speed: 548.8[samples/s]
2024-05-06 14:15:11 transreid.train INFO: Epoch[80] Iter[20/243] Loss: 0.092, Acc: 0.996, Base Lr: 2.01e-04
2024-05-06 14:15:15 transreid.train INFO: Epoch[80] Iter[40/243] Loss: 0.093, Acc: 0.995, Base Lr: 2.01e-04
2024-05-06 14:15:20 transreid.train INFO: Epoch[80] Iter[60/243] Loss: 0.088, Acc: 0.996, Base Lr: 2.01e-04
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2024-05-06 14:15:29 transreid.train INFO: Epoch[80] Iter[100/243] Loss: 0.083, Acc: 0.996, Base Lr: 2.01e-04
2024-05-06 14:15:34 transreid.train INFO: Epoch[80] Iter[120/243] Loss: 0.082, Acc: 0.996, Base Lr: 2.01e-04
2024-05-06 14:15:39 transreid.train INFO: Epoch[80] Iter[140/243] Loss: 0.081, Acc: 0.996, Base Lr: 2.01e-04
2024-05-06 14:15:43 transreid.train INFO: Epoch[80] Iter[160/243] Loss: 0.080, Acc: 0.997, Base Lr: 2.01e-04
2024-05-06 14:15:48 transreid.train INFO: Epoch[80] Iter[180/243] Loss: 0.078, Acc: 0.997, Base Lr: 2.01e-04
2024-05-06 14:15:52 transreid.train INFO: Epoch[80] Iter[200/243] Loss: 0.076, Acc: 0.997, Base Lr: 2.01e-04
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2024-05-06 14:16:00 transreid.train INFO: Epoch 80 done. Time per epoch: 54.977[s] Speed: 542.5[samples/s]
2024-05-06 14:19:09 transreid.train INFO: Validation Results - Epoch: 80
2024-05-06 14:19:09 transreid.train INFO: mAP: 75.0%
2024-05-06 14:19:09 transreid.train INFO: CMC curve, Rank-1  :89.6%
2024-05-06 14:19:09 transreid.train INFO: CMC curve, Rank-5  :94.8%
2024-05-06 14:19:09 transreid.train INFO: CMC curve, Rank-10 :96.1%
2024-05-06 14:19:15 transreid.train INFO: Epoch[81] Iter[20/243] Loss: 0.087, Acc: 0.995, Base Lr: 1.92e-04
2024-05-06 14:19:20 transreid.train INFO: Epoch[81] Iter[40/243] Loss: 0.089, Acc: 0.996, Base Lr: 1.92e-04
2024-05-06 14:19:24 transreid.train INFO: Epoch[81] Iter[60/243] Loss: 0.084, Acc: 0.996, Base Lr: 1.92e-04
2024-05-06 14:19:29 transreid.train INFO: Epoch[81] Iter[80/243] Loss: 0.083, Acc: 0.996, Base Lr: 1.92e-04
2024-05-06 14:19:33 transreid.train INFO: Epoch[81] Iter[100/243] Loss: 0.080, Acc: 0.996, Base Lr: 1.92e-04
2024-05-06 14:19:38 transreid.train INFO: Epoch[81] Iter[120/243] Loss: 0.082, Acc: 0.996, Base Lr: 1.92e-04
2024-05-06 14:19:42 transreid.train INFO: Epoch[81] Iter[140/243] Loss: 0.080, Acc: 0.996, Base Lr: 1.92e-04
2024-05-06 14:19:47 transreid.train INFO: Epoch[81] Iter[160/243] Loss: 0.078, Acc: 0.996, Base Lr: 1.92e-04
2024-05-06 14:19:51 transreid.train INFO: Epoch[81] Iter[180/243] Loss: 0.077, Acc: 0.996, Base Lr: 1.92e-04
2024-05-06 14:19:56 transreid.train INFO: Epoch[81] Iter[200/243] Loss: 0.075, Acc: 0.996, Base Lr: 1.92e-04
2024-05-06 14:20:00 transreid.train INFO: Epoch[81] Iter[220/243] Loss: 0.075, Acc: 0.996, Base Lr: 1.92e-04
2024-05-06 14:20:04 transreid.train INFO: Epoch 81 done. Time per epoch: 54.880[s] Speed: 545.8[samples/s]
2024-05-06 14:20:10 transreid.train INFO: Epoch[82] Iter[20/243] Loss: 0.085, Acc: 0.995, Base Lr: 1.83e-04
2024-05-06 14:20:15 transreid.train INFO: Epoch[82] Iter[40/243] Loss: 0.084, Acc: 0.996, Base Lr: 1.83e-04
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2024-05-06 14:20:24 transreid.train INFO: Epoch[82] Iter[80/243] Loss: 0.081, Acc: 0.996, Base Lr: 1.83e-04
2024-05-06 14:20:29 transreid.train INFO: Epoch[82] Iter[100/243] Loss: 0.080, Acc: 0.996, Base Lr: 1.83e-04
2024-05-06 14:20:33 transreid.train INFO: Epoch[82] Iter[120/243] Loss: 0.078, Acc: 0.996, Base Lr: 1.83e-04
2024-05-06 14:20:38 transreid.train INFO: Epoch[82] Iter[140/243] Loss: 0.077, Acc: 0.996, Base Lr: 1.83e-04
2024-05-06 14:20:42 transreid.train INFO: Epoch[82] Iter[160/243] Loss: 0.075, Acc: 0.996, Base Lr: 1.83e-04
2024-05-06 14:20:47 transreid.train INFO: Epoch[82] Iter[180/243] Loss: 0.072, Acc: 0.996, Base Lr: 1.83e-04
2024-05-06 14:20:51 transreid.train INFO: Epoch[82] Iter[200/243] Loss: 0.071, Acc: 0.996, Base Lr: 1.83e-04
2024-05-06 14:20:56 transreid.train INFO: Epoch[82] Iter[220/243] Loss: 0.069, Acc: 0.996, Base Lr: 1.83e-04
2024-05-06 14:21:00 transreid.train INFO: Epoch 82 done. Time per epoch: 55.593[s] Speed: 538.8[samples/s]
2024-05-06 14:21:06 transreid.train INFO: Epoch[83] Iter[20/243] Loss: 0.090, Acc: 0.997, Base Lr: 1.75e-04
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2024-05-06 14:21:19 transreid.train INFO: Epoch[83] Iter[80/243] Loss: 0.077, Acc: 0.997, Base Lr: 1.75e-04
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2024-05-06 14:21:42 transreid.train INFO: Epoch[83] Iter[180/243] Loss: 0.070, Acc: 0.997, Base Lr: 1.75e-04
2024-05-06 14:21:47 transreid.train INFO: Epoch[83] Iter[200/243] Loss: 0.068, Acc: 0.997, Base Lr: 1.75e-04
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2024-05-06 14:21:55 transreid.train INFO: Epoch 83 done. Time per epoch: 55.416[s] Speed: 540.5[samples/s]
2024-05-06 14:22:02 transreid.train INFO: Epoch[84] Iter[20/243] Loss: 0.071, Acc: 0.998, Base Lr: 1.66e-04
2024-05-06 14:22:06 transreid.train INFO: Epoch[84] Iter[40/243] Loss: 0.075, Acc: 0.997, Base Lr: 1.66e-04
2024-05-06 14:22:11 transreid.train INFO: Epoch[84] Iter[60/243] Loss: 0.078, Acc: 0.997, Base Lr: 1.66e-04
2024-05-06 14:22:16 transreid.train INFO: Epoch[84] Iter[80/243] Loss: 0.076, Acc: 0.997, Base Lr: 1.66e-04
2024-05-06 14:22:20 transreid.train INFO: Epoch[84] Iter[100/243] Loss: 0.074, Acc: 0.997, Base Lr: 1.66e-04
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2024-05-06 14:22:44 transreid.train INFO: Epoch[84] Iter[200/243] Loss: 0.069, Acc: 0.997, Base Lr: 1.66e-04
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2024-05-06 14:22:52 transreid.train INFO: Epoch 84 done. Time per epoch: 56.524[s] Speed: 527.6[samples/s]
2024-05-06 14:22:58 transreid.train INFO: Epoch[85] Iter[20/243] Loss: 0.093, Acc: 0.993, Base Lr: 1.58e-04
2024-05-06 14:23:03 transreid.train INFO: Epoch[85] Iter[40/243] Loss: 0.088, Acc: 0.995, Base Lr: 1.58e-04
2024-05-06 14:23:07 transreid.train INFO: Epoch[85] Iter[60/243] Loss: 0.085, Acc: 0.996, Base Lr: 1.58e-04
2024-05-06 14:23:12 transreid.train INFO: Epoch[85] Iter[80/243] Loss: 0.081, Acc: 0.996, Base Lr: 1.58e-04
2024-05-06 14:23:17 transreid.train INFO: Epoch[85] Iter[100/243] Loss: 0.077, Acc: 0.996, Base Lr: 1.58e-04
2024-05-06 14:23:21 transreid.train INFO: Epoch[85] Iter[120/243] Loss: 0.075, Acc: 0.996, Base Lr: 1.58e-04
2024-05-06 14:23:26 transreid.train INFO: Epoch[85] Iter[140/243] Loss: 0.072, Acc: 0.997, Base Lr: 1.58e-04
2024-05-06 14:23:30 transreid.train INFO: Epoch[85] Iter[160/243] Loss: 0.070, Acc: 0.997, Base Lr: 1.58e-04
2024-05-06 14:23:35 transreid.train INFO: Epoch[85] Iter[180/243] Loss: 0.068, Acc: 0.997, Base Lr: 1.58e-04
2024-05-06 14:23:39 transreid.train INFO: Epoch[85] Iter[200/243] Loss: 0.066, Acc: 0.997, Base Lr: 1.58e-04
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2024-05-06 14:23:48 transreid.train INFO: Epoch 85 done. Time per epoch: 55.733[s] Speed: 535.1[samples/s]
2024-05-06 14:23:54 transreid.train INFO: Epoch[86] Iter[20/243] Loss: 0.075, Acc: 0.998, Base Lr: 1.50e-04
2024-05-06 14:23:58 transreid.train INFO: Epoch[86] Iter[40/243] Loss: 0.076, Acc: 0.998, Base Lr: 1.50e-04
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2024-05-06 14:24:43 transreid.train INFO: Epoch 86 done. Time per epoch: 55.573[s] Speed: 541.3[samples/s]
2024-05-06 14:24:49 transreid.train INFO: Epoch[87] Iter[20/243] Loss: 0.073, Acc: 0.996, Base Lr: 1.42e-04
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2024-05-06 14:26:34 transreid.train INFO: Epoch 88 done. Time per epoch: 55.248[s] Speed: 539.8[samples/s]
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2024-05-06 14:27:29 transreid.train INFO: Epoch 89 done. Time per epoch: 55.221[s] Speed: 540.1[samples/s]
2024-05-06 14:27:35 transreid.train INFO: Epoch[90] Iter[20/243] Loss: 0.084, Acc: 0.995, Base Lr: 1.19e-04
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2024-05-06 14:28:25 transreid.train INFO: Epoch 90 done. Time per epoch: 56.386[s] Speed: 531.2[samples/s]
2024-05-06 14:28:31 transreid.train INFO: Epoch[91] Iter[20/243] Loss: 0.089, Acc: 0.995, Base Lr: 1.11e-04
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2024-05-06 14:29:22 transreid.train INFO: Epoch 91 done. Time per epoch: 56.303[s] Speed: 532.0[samples/s]
2024-05-06 14:29:28 transreid.train INFO: Epoch[92] Iter[20/243] Loss: 0.072, Acc: 0.998, Base Lr: 1.04e-04
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2024-05-06 14:30:17 transreid.train INFO: Epoch 92 done. Time per epoch: 55.710[s] Speed: 535.3[samples/s]
2024-05-06 14:30:23 transreid.train INFO: Epoch[93] Iter[20/243] Loss: 0.094, Acc: 0.995, Base Lr: 9.72e-05
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2024-05-06 14:31:14 transreid.train INFO: Epoch 93 done. Time per epoch: 56.518[s] Speed: 527.7[samples/s]
2024-05-06 14:31:20 transreid.train INFO: Epoch[94] Iter[20/243] Loss: 0.062, Acc: 0.996, Base Lr: 9.06e-05
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2024-05-06 14:32:10 transreid.train INFO: Epoch 94 done. Time per epoch: 56.384[s] Speed: 528.9[samples/s]
2024-05-06 14:32:16 transreid.train INFO: Epoch[95] Iter[20/243] Loss: 0.070, Acc: 0.996, Base Lr: 8.41e-05
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2024-05-06 14:33:06 transreid.train INFO: Epoch 95 done. Time per epoch: 55.717[s] Speed: 537.6[samples/s]
2024-05-06 14:33:12 transreid.train INFO: Epoch[96] Iter[20/243] Loss: 0.073, Acc: 0.995, Base Lr: 7.78e-05
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2024-05-06 14:34:02 transreid.train INFO: Epoch 96 done. Time per epoch: 56.206[s] Speed: 532.9[samples/s]
2024-05-06 14:34:08 transreid.train INFO: Epoch[97] Iter[20/243] Loss: 0.072, Acc: 0.996, Base Lr: 7.18e-05
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2024-05-06 14:34:58 transreid.train INFO: Epoch 97 done. Time per epoch: 55.909[s] Speed: 535.7[samples/s]
2024-05-06 14:35:04 transreid.train INFO: Epoch[98] Iter[20/243] Loss: 0.064, Acc: 0.996, Base Lr: 6.60e-05
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2024-05-06 14:35:54 transreid.train INFO: Epoch 98 done. Time per epoch: 55.676[s] Speed: 535.7[samples/s]
2024-05-06 14:36:00 transreid.train INFO: Epoch[99] Iter[20/243] Loss: 0.070, Acc: 0.996, Base Lr: 6.04e-05
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2024-05-06 14:36:50 transreid.train INFO: Epoch 99 done. Time per epoch: 56.354[s] Speed: 531.5[samples/s]
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2024-05-06 14:37:53 transreid.train INFO: Epoch[101] Iter[20/243] Loss: 0.074, Acc: 0.998, Base Lr: 5.00e-05
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2024-05-06 14:39:41 transreid.train INFO: Epoch 102 done. Time per epoch: 56.328[s] Speed: 531.7[samples/s]
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2024-05-06 14:40:36 transreid.train INFO: Epoch 103 done. Time per epoch: 55.393[s] Speed: 538.4[samples/s]
2024-05-06 14:40:42 transreid.train INFO: Epoch[104] Iter[20/243] Loss: 0.071, Acc: 0.998, Base Lr: 3.61e-05
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2024-05-06 14:41:32 transreid.train INFO: Epoch 104 done. Time per epoch: 56.038[s] Speed: 534.5[samples/s]
2024-05-06 14:41:38 transreid.train INFO: Epoch[105] Iter[20/243] Loss: 0.080, Acc: 0.998, Base Lr: 3.20e-05
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2024-05-06 14:42:28 transreid.train INFO: Epoch 105 done. Time per epoch: 55.530[s] Speed: 539.4[samples/s]
2024-05-06 14:42:34 transreid.train INFO: Epoch[106] Iter[20/243] Loss: 0.071, Acc: 0.998, Base Lr: 2.81e-05
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2024-05-06 14:43:24 transreid.train INFO: Epoch 106 done. Time per epoch: 56.329[s] Speed: 531.7[samples/s]
2024-05-06 14:43:30 transreid.train INFO: Epoch[107] Iter[20/243] Loss: 0.069, Acc: 0.997, Base Lr: 2.45e-05
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2024-05-06 14:44:23 transreid.train INFO: Epoch 107 done. Time per epoch: 58.716[s] Speed: 507.9[samples/s]
2024-05-06 14:44:29 transreid.train INFO: Epoch[108] Iter[20/243] Loss: 0.086, Acc: 0.998, Base Lr: 2.11e-05
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2024-05-06 14:45:18 transreid.train INFO: Epoch 108 done. Time per epoch: 55.786[s] Speed: 536.9[samples/s]
2024-05-06 14:45:24 transreid.train INFO: Epoch[109] Iter[20/243] Loss: 0.078, Acc: 0.996, Base Lr: 1.80e-05
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2024-05-06 14:46:14 transreid.train INFO: Epoch 109 done. Time per epoch: 55.568[s] Speed: 539.0[samples/s]
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2024-05-06 14:47:10 transreid.train INFO: Epoch 110 done. Time per epoch: 55.535[s] Speed: 539.3[samples/s]
2024-05-06 14:47:16 transreid.train INFO: Epoch[111] Iter[20/243] Loss: 0.063, Acc: 0.997, Base Lr: 1.26e-05
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2024-05-06 14:48:05 transreid.train INFO: Epoch 111 done. Time per epoch: 55.871[s] Speed: 538.4[samples/s]
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2024-05-06 14:49:04 transreid.train INFO: Epoch 112 done. Time per epoch: 58.182[s] Speed: 514.8[samples/s]
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2024-05-06 14:50:00 transreid.train INFO: Epoch 113 done. Time per epoch: 56.841[s] Speed: 526.9[samples/s]
2024-05-06 14:50:06 transreid.train INFO: Epoch[114] Iter[20/243] Loss: 0.069, Acc: 0.998, Base Lr: 6.51e-06
2024-05-06 14:50:11 transreid.train INFO: Epoch[114] Iter[40/243] Loss: 0.073, Acc: 0.997, Base Lr: 6.51e-06
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2024-05-06 14:50:57 transreid.train INFO: Epoch 114 done. Time per epoch: 56.527[s] Speed: 527.6[samples/s]
2024-05-06 14:51:03 transreid.train INFO: Epoch[115] Iter[20/243] Loss: 0.074, Acc: 0.996, Base Lr: 5.02e-06
2024-05-06 14:51:08 transreid.train INFO: Epoch[115] Iter[40/243] Loss: 0.074, Acc: 0.997, Base Lr: 5.02e-06
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2024-05-06 14:51:53 transreid.train INFO: Epoch 115 done. Time per epoch: 55.629[s] Speed: 538.4[samples/s]
2024-05-06 14:51:59 transreid.train INFO: Epoch[116] Iter[20/243] Loss: 0.071, Acc: 0.998, Base Lr: 3.79e-06
2024-05-06 14:52:03 transreid.train INFO: Epoch[116] Iter[40/243] Loss: 0.068, Acc: 0.997, Base Lr: 3.79e-06
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2024-05-06 14:52:22 transreid.train INFO: Epoch[116] Iter[120/243] Loss: 0.067, Acc: 0.997, Base Lr: 3.79e-06
2024-05-06 14:52:26 transreid.train INFO: Epoch[116] Iter[140/243] Loss: 0.065, Acc: 0.997, Base Lr: 3.79e-06
2024-05-06 14:52:31 transreid.train INFO: Epoch[116] Iter[160/243] Loss: 0.064, Acc: 0.997, Base Lr: 3.79e-06
2024-05-06 14:52:35 transreid.train INFO: Epoch[116] Iter[180/243] Loss: 0.063, Acc: 0.997, Base Lr: 3.79e-06
2024-05-06 14:52:40 transreid.train INFO: Epoch[116] Iter[200/243] Loss: 0.062, Acc: 0.997, Base Lr: 3.79e-06
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2024-05-06 14:52:49 transreid.train INFO: Epoch 116 done. Time per epoch: 56.027[s] Speed: 536.9[samples/s]
2024-05-06 14:52:55 transreid.train INFO: Epoch[117] Iter[20/243] Loss: 0.084, Acc: 0.996, Base Lr: 2.83e-06
2024-05-06 14:52:59 transreid.train INFO: Epoch[117] Iter[40/243] Loss: 0.078, Acc: 0.996, Base Lr: 2.83e-06
2024-05-06 14:53:04 transreid.train INFO: Epoch[117] Iter[60/243] Loss: 0.073, Acc: 0.997, Base Lr: 2.83e-06
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2024-05-06 14:53:13 transreid.train INFO: Epoch[117] Iter[100/243] Loss: 0.064, Acc: 0.998, Base Lr: 2.83e-06
2024-05-06 14:53:18 transreid.train INFO: Epoch[117] Iter[120/243] Loss: 0.062, Acc: 0.998, Base Lr: 2.83e-06
2024-05-06 14:53:22 transreid.train INFO: Epoch[117] Iter[140/243] Loss: 0.060, Acc: 0.998, Base Lr: 2.83e-06
2024-05-06 14:53:27 transreid.train INFO: Epoch[117] Iter[160/243] Loss: 0.061, Acc: 0.998, Base Lr: 2.83e-06
2024-05-06 14:53:31 transreid.train INFO: Epoch[117] Iter[180/243] Loss: 0.060, Acc: 0.998, Base Lr: 2.83e-06
2024-05-06 14:53:36 transreid.train INFO: Epoch[117] Iter[200/243] Loss: 0.059, Acc: 0.998, Base Lr: 2.83e-06
2024-05-06 14:53:41 transreid.train INFO: Epoch[117] Iter[220/243] Loss: 0.058, Acc: 0.998, Base Lr: 2.83e-06
2024-05-06 14:53:45 transreid.train INFO: Epoch 117 done. Time per epoch: 55.883[s] Speed: 536.0[samples/s]
2024-05-06 14:53:50 transreid.train INFO: Epoch[118] Iter[20/243] Loss: 0.075, Acc: 0.995, Base Lr: 2.15e-06
2024-05-06 14:53:55 transreid.train INFO: Epoch[118] Iter[40/243] Loss: 0.075, Acc: 0.995, Base Lr: 2.15e-06
2024-05-06 14:54:00 transreid.train INFO: Epoch[118] Iter[60/243] Loss: 0.071, Acc: 0.995, Base Lr: 2.15e-06
2024-05-06 14:54:04 transreid.train INFO: Epoch[118] Iter[80/243] Loss: 0.068, Acc: 0.996, Base Lr: 2.15e-06
2024-05-06 14:54:09 transreid.train INFO: Epoch[118] Iter[100/243] Loss: 0.068, Acc: 0.996, Base Lr: 2.15e-06
2024-05-06 14:54:13 transreid.train INFO: Epoch[118] Iter[120/243] Loss: 0.066, Acc: 0.996, Base Lr: 2.15e-06
2024-05-06 14:54:18 transreid.train INFO: Epoch[118] Iter[140/243] Loss: 0.065, Acc: 0.996, Base Lr: 2.15e-06
2024-05-06 14:54:23 transreid.train INFO: Epoch[118] Iter[160/243] Loss: 0.062, Acc: 0.997, Base Lr: 2.15e-06
2024-05-06 14:54:27 transreid.train INFO: Epoch[118] Iter[180/243] Loss: 0.060, Acc: 0.997, Base Lr: 2.15e-06
2024-05-06 14:54:32 transreid.train INFO: Epoch[118] Iter[200/243] Loss: 0.059, Acc: 0.997, Base Lr: 2.15e-06
2024-05-06 14:54:36 transreid.train INFO: Epoch[118] Iter[220/243] Loss: 0.059, Acc: 0.997, Base Lr: 2.15e-06
2024-05-06 14:54:40 transreid.train INFO: Epoch 118 done. Time per epoch: 55.402[s] Speed: 538.3[samples/s]
2024-05-06 14:54:46 transreid.train INFO: Epoch[119] Iter[20/243] Loss: 0.070, Acc: 0.996, Base Lr: 1.74e-06
2024-05-06 14:54:51 transreid.train INFO: Epoch[119] Iter[40/243] Loss: 0.069, Acc: 0.996, Base Lr: 1.74e-06
2024-05-06 14:54:55 transreid.train INFO: Epoch[119] Iter[60/243] Loss: 0.067, Acc: 0.997, Base Lr: 1.74e-06
2024-05-06 14:55:00 transreid.train INFO: Epoch[119] Iter[80/243] Loss: 0.064, Acc: 0.997, Base Lr: 1.74e-06
2024-05-06 14:55:05 transreid.train INFO: Epoch[119] Iter[100/243] Loss: 0.064, Acc: 0.997, Base Lr: 1.74e-06
2024-05-06 14:55:09 transreid.train INFO: Epoch[119] Iter[120/243] Loss: 0.063, Acc: 0.997, Base Lr: 1.74e-06
2024-05-06 14:55:14 transreid.train INFO: Epoch[119] Iter[140/243] Loss: 0.060, Acc: 0.997, Base Lr: 1.74e-06
2024-05-06 14:55:18 transreid.train INFO: Epoch[119] Iter[160/243] Loss: 0.059, Acc: 0.997, Base Lr: 1.74e-06
2024-05-06 14:55:23 transreid.train INFO: Epoch[119] Iter[180/243] Loss: 0.058, Acc: 0.998, Base Lr: 1.74e-06
2024-05-06 14:55:27 transreid.train INFO: Epoch[119] Iter[200/243] Loss: 0.056, Acc: 0.998, Base Lr: 1.74e-06
2024-05-06 14:55:32 transreid.train INFO: Epoch[119] Iter[220/243] Loss: 0.055, Acc: 0.998, Base Lr: 1.74e-06
2024-05-06 14:55:36 transreid.train INFO: Epoch 119 done. Time per epoch: 55.935[s] Speed: 535.5[samples/s]
2024-05-06 14:55:42 transreid.train INFO: Epoch[120] Iter[20/243] Loss: 0.068, Acc: 0.997, Base Lr: 1.60e-06
2024-05-06 14:55:47 transreid.train INFO: Epoch[120] Iter[40/243] Loss: 0.071, Acc: 0.997, Base Lr: 1.60e-06
2024-05-06 14:55:51 transreid.train INFO: Epoch[120] Iter[60/243] Loss: 0.069, Acc: 0.997, Base Lr: 1.60e-06
2024-05-06 14:55:56 transreid.train INFO: Epoch[120] Iter[80/243] Loss: 0.068, Acc: 0.997, Base Lr: 1.60e-06
2024-05-06 14:56:01 transreid.train INFO: Epoch[120] Iter[100/243] Loss: 0.066, Acc: 0.997, Base Lr: 1.60e-06
2024-05-06 14:56:05 transreid.train INFO: Epoch[120] Iter[120/243] Loss: 0.064, Acc: 0.997, Base Lr: 1.60e-06
2024-05-06 14:56:10 transreid.train INFO: Epoch[120] Iter[140/243] Loss: 0.063, Acc: 0.997, Base Lr: 1.60e-06
2024-05-06 14:56:14 transreid.train INFO: Epoch[120] Iter[160/243] Loss: 0.062, Acc: 0.997, Base Lr: 1.60e-06
2024-05-06 14:56:19 transreid.train INFO: Epoch[120] Iter[180/243] Loss: 0.060, Acc: 0.997, Base Lr: 1.60e-06
2024-05-06 14:56:23 transreid.train INFO: Epoch[120] Iter[200/243] Loss: 0.059, Acc: 0.997, Base Lr: 1.60e-06
2024-05-06 14:56:28 transreid.train INFO: Epoch[120] Iter[220/243] Loss: 0.058, Acc: 0.997, Base Lr: 1.60e-06
2024-05-06 14:56:32 transreid.train INFO: Epoch 120 done. Time per epoch: 56.126[s] Speed: 533.7[samples/s]
2024-05-06 14:59:44 transreid.train INFO: Validation Results - Epoch: 120
2024-05-06 14:59:44 transreid.train INFO: mAP: 75.8%
2024-05-06 14:59:44 transreid.train INFO: CMC curve, Rank-1  :89.8%
2024-05-06 14:59:44 transreid.train INFO: CMC curve, Rank-5  :95.1%
2024-05-06 14:59:44 transreid.train INFO: CMC curve, Rank-10 :96.3%
