2024-04-30 23:30:29 transreid INFO: Saving model in the path :log/transreid/market/resnet152_256128_64bs_lr0.008_ep120_warm20_seed0
2024-04-30 23:30:29 transreid INFO: Loaded configuration file configs/market/resnet152.yml
2024-04-30 23:30:29 transreid INFO: Running with config:
DATALOADER:
  NUM_INSTANCE: 4
  NUM_WORKERS: 8
  REMOVE_TAIL: 0
  SAMPLER: softmax_triplet
DATASETS:
  NAMES: market1501
  ROOT_DIR: data/
  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: resnet152
  NECK: bnneck
  NO_MARGIN: True
  PRETRAIN_CHOICE: self
  PRETRAIN_HW_RATIO: 2
  PRETRAIN_PATH: ckpt/resnet152.pth
  REDUCE_FEAT_DIM: False
  RE_ARRANGE: True
  SHIFT_NUM: 5
  SHUFFLE_GROUP: 2
  SIE_CAMERA: False
  SIE_COE: 3.0
  SIE_VIEW: False
  STEM_CONV: False
  STRIDE_SIZE: [16, 16]
  TRANSFORMER_TYPE: None
  TRIPLET_LOSS_WEIGHT: 1.0
OUTPUT_DIR: log/transreid/market/resnet152_256128_64bs_lr0.008_ep120_warm20_seed0
SOLVER:
  BASE_LR: 0.008
  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: 64
  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: 
2024-04-30 23:30:30 transreid.check INFO: Dataset statistics:
2024-04-30 23:30:30 transreid.check INFO:   ----------------------------------------
2024-04-30 23:30:30 transreid.check INFO:   subset   | # ids | # images | # cameras
2024-04-30 23:30:30 transreid.check INFO:   ----------------------------------------
2024-04-30 23:30:30 transreid.check INFO:   train    |   751 |    12936 |         6
2024-04-30 23:30:30 transreid.check INFO:   query    |   750 |     3368 |         6
2024-04-30 23:30:30 transreid.check INFO:   gallery  |   751 |    15913 |         6
2024-04-30 23:30:30 transreid.check INFO:   ----------------------------------------
2024-04-30 23:30:32 transreid INFO: ===========using cosine learning rate=======
2024-04-30 23:30:32 transreid.train INFO: start training
2024-04-30 23:30:49 transreid.train INFO: Epoch[1] Iter[10/186] Loss: 10.146, Acc: 0.000, Base Lr: 4.76e-04
2024-04-30 23:30:54 transreid.train INFO: Epoch[1] Iter[20/186] Loss: 9.899, Acc: 0.000, Base Lr: 4.76e-04
2024-04-30 23:30:59 transreid.train INFO: Epoch[1] Iter[30/186] Loss: 9.708, Acc: 0.000, Base Lr: 4.76e-04
2024-04-30 23:31:05 transreid.train INFO: Epoch[1] Iter[40/186] Loss: 9.599, Acc: 0.001, Base Lr: 4.76e-04
2024-04-30 23:31:10 transreid.train INFO: Epoch[1] Iter[50/186] Loss: 9.478, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 23:31:15 transreid.train INFO: Epoch[1] Iter[60/186] Loss: 9.404, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 23:31:21 transreid.train INFO: Epoch[1] Iter[70/186] Loss: 9.332, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 23:31:26 transreid.train INFO: Epoch[1] Iter[80/186] Loss: 9.266, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 23:31:32 transreid.train INFO: Epoch[1] Iter[90/186] Loss: 9.216, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 23:31:37 transreid.train INFO: Epoch[1] Iter[100/186] Loss: 9.170, Acc: 0.002, Base Lr: 4.76e-04
2024-04-30 23:31:43 transreid.train INFO: Epoch[1] Iter[110/186] Loss: 9.127, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 23:31:48 transreid.train INFO: Epoch[1] Iter[120/186] Loss: 9.087, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 23:31:54 transreid.train INFO: Epoch[1] Iter[130/186] Loss: 9.051, Acc: 0.003, Base Lr: 4.76e-04
2024-04-30 23:31:59 transreid.train INFO: Epoch[1] Iter[140/186] Loss: 9.012, Acc: 0.004, Base Lr: 4.76e-04
2024-04-30 23:32:05 transreid.train INFO: Epoch[1] Iter[150/186] Loss: 8.981, Acc: 0.005, Base Lr: 4.76e-04
2024-04-30 23:32:11 transreid.train INFO: Epoch[1] Iter[160/186] Loss: 8.949, Acc: 0.006, Base Lr: 4.76e-04
2024-04-30 23:32:16 transreid.train INFO: Epoch[1] Iter[170/186] Loss: 8.926, Acc: 0.008, Base Lr: 4.76e-04
2024-04-30 23:32:22 transreid.train INFO: Epoch[1] Iter[180/186] Loss: 8.901, Acc: 0.009, Base Lr: 4.76e-04
2024-04-30 23:32:24 transreid.train INFO: Epoch 1 done. Time per epoch: 111.029[s] Speed: 105.5[samples/s]
2024-04-30 23:32:30 transreid.train INFO: Epoch[2] Iter[10/186] Loss: 8.404, Acc: 0.038, Base Lr: 8.72e-04
2024-04-30 23:32:36 transreid.train INFO: Epoch[2] Iter[20/186] Loss: 8.316, Acc: 0.048, Base Lr: 8.72e-04
2024-04-30 23:32:41 transreid.train INFO: Epoch[2] Iter[30/186] Loss: 8.228, Acc: 0.062, Base Lr: 8.72e-04
2024-04-30 23:32:47 transreid.train INFO: Epoch[2] Iter[40/186] Loss: 8.197, Acc: 0.062, Base Lr: 8.72e-04
2024-04-30 23:32:53 transreid.train INFO: Epoch[2] Iter[50/186] Loss: 8.147, Acc: 0.059, Base Lr: 8.72e-04
2024-04-30 23:32:58 transreid.train INFO: Epoch[2] Iter[60/186] Loss: 8.107, Acc: 0.061, Base Lr: 8.72e-04
2024-04-30 23:33:04 transreid.train INFO: Epoch[2] Iter[70/186] Loss: 8.062, Acc: 0.063, Base Lr: 8.72e-04
2024-04-30 23:33:10 transreid.train INFO: Epoch[2] Iter[80/186] Loss: 8.035, Acc: 0.065, Base Lr: 8.72e-04
2024-04-30 23:33:16 transreid.train INFO: Epoch[2] Iter[90/186] Loss: 8.002, Acc: 0.069, Base Lr: 8.72e-04
2024-04-30 23:33:21 transreid.train INFO: Epoch[2] Iter[100/186] Loss: 7.973, Acc: 0.070, Base Lr: 8.72e-04
2024-04-30 23:33:27 transreid.train INFO: Epoch[2] Iter[110/186] Loss: 7.941, Acc: 0.073, Base Lr: 8.72e-04
2024-04-30 23:33:34 transreid.train INFO: Epoch[2] Iter[120/186] Loss: 7.911, Acc: 0.076, Base Lr: 8.72e-04
2024-04-30 23:33:44 transreid.train INFO: Epoch[2] Iter[130/186] Loss: 7.872, Acc: 0.083, Base Lr: 8.72e-04
2024-04-30 23:33:55 transreid.train INFO: Epoch[2] Iter[140/186] Loss: 7.843, Acc: 0.086, Base Lr: 8.72e-04
2024-04-30 23:34:07 transreid.train INFO: Epoch[2] Iter[150/186] Loss: 7.809, Acc: 0.091, Base Lr: 8.72e-04
2024-04-30 23:34:18 transreid.train INFO: Epoch[2] Iter[160/186] Loss: 7.770, Acc: 0.095, Base Lr: 8.72e-04
2024-04-30 23:34:29 transreid.train INFO: Epoch[2] Iter[170/186] Loss: 7.724, Acc: 0.101, Base Lr: 8.72e-04
2024-04-30 23:34:41 transreid.train INFO: Epoch[2] Iter[180/186] Loss: 7.666, Acc: 0.116, Base Lr: 8.72e-04
2024-04-30 23:34:44 transreid.train INFO: Epoch 2 done. Time per epoch: 140.495[s] Speed: 83.4[samples/s]
2024-04-30 23:34:56 transreid.train INFO: Epoch[3] Iter[10/186] Loss: 7.219, Acc: 0.039, Base Lr: 1.27e-03
2024-04-30 23:35:07 transreid.train INFO: Epoch[3] Iter[20/186] Loss: 7.044, Acc: 0.060, Base Lr: 1.27e-03
2024-04-30 23:35:19 transreid.train INFO: Epoch[3] Iter[30/186] Loss: 7.026, Acc: 0.059, Base Lr: 1.27e-03
2024-04-30 23:35:30 transreid.train INFO: Epoch[3] Iter[40/186] Loss: 6.937, Acc: 0.069, Base Lr: 1.27e-03
2024-04-30 23:35:41 transreid.train INFO: Epoch[3] Iter[50/186] Loss: 6.866, Acc: 0.078, Base Lr: 1.27e-03
2024-04-30 23:35:53 transreid.train INFO: Epoch[3] Iter[60/186] Loss: 6.832, Acc: 0.078, Base Lr: 1.27e-03
2024-04-30 23:36:04 transreid.train INFO: Epoch[3] Iter[70/186] Loss: 6.761, Acc: 0.080, Base Lr: 1.27e-03
2024-04-30 23:36:15 transreid.train INFO: Epoch[3] Iter[80/186] Loss: 6.698, Acc: 0.086, Base Lr: 1.27e-03
2024-04-30 23:36:27 transreid.train INFO: Epoch[3] Iter[90/186] Loss: 6.629, Acc: 0.092, Base Lr: 1.27e-03
2024-04-30 23:36:38 transreid.train INFO: Epoch[3] Iter[100/186] Loss: 6.561, Acc: 0.099, Base Lr: 1.27e-03
2024-04-30 23:36:49 transreid.train INFO: Epoch[3] Iter[110/186] Loss: 6.493, Acc: 0.106, Base Lr: 1.27e-03
2024-04-30 23:37:01 transreid.train INFO: Epoch[3] Iter[120/186] Loss: 6.435, Acc: 0.111, Base Lr: 1.27e-03
2024-04-30 23:37:12 transreid.train INFO: Epoch[3] Iter[130/186] Loss: 6.385, Acc: 0.118, Base Lr: 1.27e-03
2024-04-30 23:37:24 transreid.train INFO: Epoch[3] Iter[140/186] Loss: 6.308, Acc: 0.128, Base Lr: 1.27e-03
2024-04-30 23:37:35 transreid.train INFO: Epoch[3] Iter[150/186] Loss: 6.231, Acc: 0.139, Base Lr: 1.27e-03
2024-04-30 23:37:47 transreid.train INFO: Epoch[3] Iter[160/186] Loss: 6.156, Acc: 0.148, Base Lr: 1.27e-03
2024-04-30 23:37:58 transreid.train INFO: Epoch[3] Iter[170/186] Loss: 6.068, Acc: 0.159, Base Lr: 1.27e-03
2024-04-30 23:38:09 transreid.train INFO: Epoch[3] Iter[180/186] Loss: 5.950, Acc: 0.177, Base Lr: 1.27e-03
2024-04-30 23:38:13 transreid.train INFO: Epoch 3 done. Time per epoch: 208.892[s] Speed: 56.1[samples/s]
2024-04-30 23:38:25 transreid.train INFO: Epoch[4] Iter[10/186] Loss: 5.599, Acc: 0.092, Base Lr: 1.66e-03
2024-04-30 23:38:36 transreid.train INFO: Epoch[4] Iter[20/186] Loss: 5.494, Acc: 0.101, Base Lr: 1.66e-03
2024-04-30 23:38:48 transreid.train INFO: Epoch[4] Iter[30/186] Loss: 5.406, Acc: 0.129, Base Lr: 1.66e-03
2024-04-30 23:38:59 transreid.train INFO: Epoch[4] Iter[40/186] Loss: 5.344, Acc: 0.139, Base Lr: 1.66e-03
2024-04-30 23:39:10 transreid.train INFO: Epoch[4] Iter[50/186] Loss: 5.312, Acc: 0.150, Base Lr: 1.66e-03
2024-04-30 23:39:22 transreid.train INFO: Epoch[4] Iter[60/186] Loss: 5.206, Acc: 0.171, Base Lr: 1.66e-03
2024-04-30 23:39:33 transreid.train INFO: Epoch[4] Iter[70/186] Loss: 5.134, Acc: 0.182, Base Lr: 1.66e-03
2024-04-30 23:39:45 transreid.train INFO: Epoch[4] Iter[80/186] Loss: 5.074, Acc: 0.191, Base Lr: 1.66e-03
2024-04-30 23:39:56 transreid.train INFO: Epoch[4] Iter[90/186] Loss: 5.010, Acc: 0.207, Base Lr: 1.66e-03
2024-04-30 23:40:08 transreid.train INFO: Epoch[4] Iter[100/186] Loss: 4.956, Acc: 0.218, Base Lr: 1.66e-03
2024-04-30 23:40:19 transreid.train INFO: Epoch[4] Iter[110/186] Loss: 4.887, Acc: 0.232, Base Lr: 1.66e-03
2024-04-30 23:40:31 transreid.train INFO: Epoch[4] Iter[120/186] Loss: 4.812, Acc: 0.245, Base Lr: 1.66e-03
2024-04-30 23:40:42 transreid.train INFO: Epoch[4] Iter[130/186] Loss: 4.710, Acc: 0.259, Base Lr: 1.66e-03
2024-04-30 23:40:54 transreid.train INFO: Epoch[4] Iter[140/186] Loss: 4.622, Acc: 0.273, Base Lr: 1.66e-03
2024-04-30 23:41:05 transreid.train INFO: Epoch[4] Iter[150/186] Loss: 4.514, Acc: 0.295, Base Lr: 1.66e-03
2024-04-30 23:41:17 transreid.train INFO: Epoch[4] Iter[160/186] Loss: 4.415, Acc: 0.312, Base Lr: 1.66e-03
2024-04-30 23:41:28 transreid.train INFO: Epoch[4] Iter[170/186] Loss: 4.290, Acc: 0.335, Base Lr: 1.66e-03
2024-04-30 23:41:40 transreid.train INFO: Epoch[4] Iter[180/186] Loss: 4.159, Acc: 0.359, Base Lr: 1.66e-03
2024-04-30 23:41:43 transreid.train INFO: Epoch 4 done. Time per epoch: 210.142[s] Speed: 55.7[samples/s]
2024-04-30 23:41:55 transreid.train INFO: Epoch[5] Iter[10/186] Loss: 4.388, Acc: 0.211, Base Lr: 2.06e-03
2024-04-30 23:42:07 transreid.train INFO: Epoch[5] Iter[20/186] Loss: 4.229, Acc: 0.255, Base Lr: 2.06e-03
2024-04-30 23:42:19 transreid.train INFO: Epoch[5] Iter[30/186] Loss: 4.155, Acc: 0.290, Base Lr: 2.06e-03
2024-04-30 23:42:30 transreid.train INFO: Epoch[5] Iter[40/186] Loss: 4.063, Acc: 0.311, Base Lr: 2.06e-03
2024-04-30 23:42:41 transreid.train INFO: Epoch[5] Iter[50/186] Loss: 3.960, Acc: 0.326, Base Lr: 2.06e-03
2024-04-30 23:42:53 transreid.train INFO: Epoch[5] Iter[60/186] Loss: 3.832, Acc: 0.353, Base Lr: 2.06e-03
2024-04-30 23:43:04 transreid.train INFO: Epoch[5] Iter[70/186] Loss: 3.731, Acc: 0.377, Base Lr: 2.06e-03
2024-04-30 23:43:16 transreid.train INFO: Epoch[5] Iter[80/186] Loss: 3.612, Acc: 0.401, Base Lr: 2.06e-03
2024-04-30 23:43:27 transreid.train INFO: Epoch[5] Iter[90/186] Loss: 3.528, Acc: 0.416, Base Lr: 2.06e-03
2024-04-30 23:43:39 transreid.train INFO: Epoch[5] Iter[100/186] Loss: 3.437, Acc: 0.433, Base Lr: 2.06e-03
2024-04-30 23:43:49 transreid.train INFO: Epoch[5] Iter[110/186] Loss: 3.382, Acc: 0.444, Base Lr: 2.06e-03
2024-04-30 23:44:01 transreid.train INFO: Epoch[5] Iter[120/186] Loss: 3.327, Acc: 0.454, Base Lr: 2.06e-03
2024-04-30 23:44:12 transreid.train INFO: Epoch[5] Iter[130/186] Loss: 3.261, Acc: 0.469, Base Lr: 2.06e-03
2024-04-30 23:44:24 transreid.train INFO: Epoch[5] Iter[140/186] Loss: 3.191, Acc: 0.481, Base Lr: 2.06e-03
2024-04-30 23:44:35 transreid.train INFO: Epoch[5] Iter[150/186] Loss: 3.116, Acc: 0.496, Base Lr: 2.06e-03
2024-04-30 23:44:47 transreid.train INFO: Epoch[5] Iter[160/186] Loss: 3.033, Acc: 0.512, Base Lr: 2.06e-03
2024-04-30 23:44:58 transreid.train INFO: Epoch[5] Iter[170/186] Loss: 2.945, Acc: 0.529, Base Lr: 2.06e-03
2024-04-30 23:45:10 transreid.train INFO: Epoch[5] Iter[180/186] Loss: 2.852, Acc: 0.547, Base Lr: 2.06e-03
2024-04-30 23:45:15 transreid.train INFO: Epoch 5 done. Time per epoch: 211.406[s] Speed: 55.7[samples/s]
2024-04-30 23:45:27 transreid.train INFO: Epoch[6] Iter[10/186] Loss: 3.075, Acc: 0.445, Base Lr: 2.46e-03
2024-04-30 23:45:38 transreid.train INFO: Epoch[6] Iter[20/186] Loss: 2.969, Acc: 0.466, Base Lr: 2.46e-03
2024-04-30 23:45:50 transreid.train INFO: Epoch[6] Iter[30/186] Loss: 2.955, Acc: 0.484, Base Lr: 2.46e-03
2024-04-30 23:46:01 transreid.train INFO: Epoch[6] Iter[40/186] Loss: 2.861, Acc: 0.503, Base Lr: 2.46e-03
2024-04-30 23:46:13 transreid.train INFO: Epoch[6] Iter[50/186] Loss: 2.796, Acc: 0.522, Base Lr: 2.46e-03
2024-04-30 23:46:24 transreid.train INFO: Epoch[6] Iter[60/186] Loss: 2.685, Acc: 0.548, Base Lr: 2.46e-03
2024-04-30 23:46:35 transreid.train INFO: Epoch[6] Iter[70/186] Loss: 2.623, Acc: 0.561, Base Lr: 2.46e-03
2024-04-30 23:46:47 transreid.train INFO: Epoch[6] Iter[80/186] Loss: 2.557, Acc: 0.575, Base Lr: 2.46e-03
2024-04-30 23:46:59 transreid.train INFO: Epoch[6] Iter[90/186] Loss: 2.482, Acc: 0.591, Base Lr: 2.46e-03
2024-04-30 23:47:10 transreid.train INFO: Epoch[6] Iter[100/186] Loss: 2.444, Acc: 0.596, Base Lr: 2.46e-03
2024-04-30 23:47:22 transreid.train INFO: Epoch[6] Iter[110/186] Loss: 2.386, Acc: 0.608, Base Lr: 2.46e-03
2024-04-30 23:47:33 transreid.train INFO: Epoch[6] Iter[120/186] Loss: 2.334, Acc: 0.619, Base Lr: 2.46e-03
2024-04-30 23:47:45 transreid.train INFO: Epoch[6] Iter[130/186] Loss: 2.285, Acc: 0.630, Base Lr: 2.46e-03
2024-04-30 23:47:56 transreid.train INFO: Epoch[6] Iter[140/186] Loss: 2.219, Acc: 0.644, Base Lr: 2.46e-03
2024-04-30 23:48:08 transreid.train INFO: Epoch[6] Iter[150/186] Loss: 2.162, Acc: 0.654, Base Lr: 2.46e-03
2024-04-30 23:48:19 transreid.train INFO: Epoch[6] Iter[160/186] Loss: 2.100, Acc: 0.668, Base Lr: 2.46e-03
2024-04-30 23:48:31 transreid.train INFO: Epoch[6] Iter[170/186] Loss: 2.035, Acc: 0.680, Base Lr: 2.46e-03
2024-04-30 23:48:42 transreid.train INFO: Epoch[6] Iter[180/186] Loss: 1.967, Acc: 0.693, Base Lr: 2.46e-03
2024-04-30 23:48:45 transreid.train INFO: Epoch 6 done. Time per epoch: 210.765[s] Speed: 55.6[samples/s]
2024-04-30 23:48:58 transreid.train INFO: Epoch[7] Iter[10/186] Loss: 2.328, Acc: 0.564, Base Lr: 2.85e-03
2024-04-30 23:49:09 transreid.train INFO: Epoch[7] Iter[20/186] Loss: 2.248, Acc: 0.588, Base Lr: 2.85e-03
2024-04-30 23:49:21 transreid.train INFO: Epoch[7] Iter[30/186] Loss: 2.178, Acc: 0.605, Base Lr: 2.85e-03
2024-04-30 23:49:32 transreid.train INFO: Epoch[7] Iter[40/186] Loss: 2.129, Acc: 0.624, Base Lr: 2.85e-03
2024-04-30 23:49:44 transreid.train INFO: Epoch[7] Iter[50/186] Loss: 2.066, Acc: 0.639, Base Lr: 2.85e-03
2024-04-30 23:49:55 transreid.train INFO: Epoch[7] Iter[60/186] Loss: 1.973, Acc: 0.661, Base Lr: 2.85e-03
2024-04-30 23:50:07 transreid.train INFO: Epoch[7] Iter[70/186] Loss: 1.886, Acc: 0.681, Base Lr: 2.85e-03
2024-04-30 23:50:18 transreid.train INFO: Epoch[7] Iter[80/186] Loss: 1.830, Acc: 0.693, Base Lr: 2.85e-03
2024-04-30 23:50:29 transreid.train INFO: Epoch[7] Iter[90/186] Loss: 1.778, Acc: 0.700, Base Lr: 2.85e-03
2024-04-30 23:50:41 transreid.train INFO: Epoch[7] Iter[100/186] Loss: 1.729, Acc: 0.710, Base Lr: 2.85e-03
2024-04-30 23:50:52 transreid.train INFO: Epoch[7] Iter[110/186] Loss: 1.698, Acc: 0.717, Base Lr: 2.85e-03
2024-04-30 23:51:04 transreid.train INFO: Epoch[7] Iter[120/186] Loss: 1.663, Acc: 0.726, Base Lr: 2.85e-03
2024-04-30 23:51:15 transreid.train INFO: Epoch[7] Iter[130/186] Loss: 1.621, Acc: 0.738, Base Lr: 2.85e-03
2024-04-30 23:51:27 transreid.train INFO: Epoch[7] Iter[140/186] Loss: 1.568, Acc: 0.747, Base Lr: 2.85e-03
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2024-04-30 23:52:16 transreid.train INFO: Epoch 7 done. Time per epoch: 210.939[s] Speed: 55.5[samples/s]
2024-04-30 23:52:28 transreid.train INFO: Epoch[8] Iter[10/186] Loss: 1.591, Acc: 0.723, Base Lr: 3.25e-03
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2024-04-30 23:55:45 transreid.train INFO: Epoch 8 done. Time per epoch: 209.141[s] Speed: 56.0[samples/s]
2024-04-30 23:55:58 transreid.train INFO: Epoch[9] Iter[10/186] Loss: 1.410, Acc: 0.725, Base Lr: 3.64e-03
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2024-04-30 23:59:17 transreid.train INFO: Epoch 9 done. Time per epoch: 211.470[s] Speed: 55.7[samples/s]
2024-04-30 23:59:29 transreid.train INFO: Epoch[10] Iter[10/186] Loss: 0.809, Acc: 0.866, Base Lr: 4.04e-03
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2024-05-01 00:02:47 transreid.train INFO: Epoch 10 done. Time per epoch: 210.551[s] Speed: 55.6[samples/s]
2024-05-01 00:03:00 transreid.train INFO: Epoch[11] Iter[10/186] Loss: 0.722, Acc: 0.891, Base Lr: 4.44e-03
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2024-05-01 00:06:17 transreid.train INFO: Epoch 11 done. Time per epoch: 209.154[s] Speed: 56.0[samples/s]
2024-05-01 00:06:29 transreid.train INFO: Epoch[12] Iter[10/186] Loss: 0.760, Acc: 0.877, Base Lr: 4.83e-03
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2024-05-01 00:09:47 transreid.train INFO: Epoch 12 done. Time per epoch: 210.498[s] Speed: 55.6[samples/s]
2024-05-01 00:09:59 transreid.train INFO: Epoch[13] Iter[10/186] Loss: 0.609, Acc: 0.916, Base Lr: 5.23e-03
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2024-05-01 00:13:16 transreid.train INFO: Epoch 13 done. Time per epoch: 209.415[s] Speed: 55.9[samples/s]
2024-05-01 00:13:28 transreid.train INFO: Epoch[14] Iter[10/186] Loss: 0.452, Acc: 0.948, Base Lr: 5.62e-03
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2024-05-01 00:16:46 transreid.train INFO: Epoch 14 done. Time per epoch: 209.247[s] Speed: 56.3[samples/s]
2024-05-01 00:16:58 transreid.train INFO: Epoch[15] Iter[10/186] Loss: 0.414, Acc: 0.939, Base Lr: 6.02e-03
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2024-05-01 00:20:14 transreid.train INFO: Epoch 15 done. Time per epoch: 208.484[s] Speed: 56.2[samples/s]
2024-05-01 00:20:26 transreid.train INFO: Epoch[16] Iter[10/186] Loss: 0.460, Acc: 0.928, Base Lr: 6.42e-03
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2024-05-01 00:23:41 transreid.train INFO: Epoch 16 done. Time per epoch: 206.977[s] Speed: 56.6[samples/s]
2024-05-01 00:23:53 transreid.train INFO: Epoch[17] Iter[10/186] Loss: 0.379, Acc: 0.938, Base Lr: 6.81e-03
2024-05-01 00:24:04 transreid.train INFO: Epoch[17] Iter[20/186] Loss: 0.339, Acc: 0.948, Base Lr: 6.81e-03
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2024-05-01 00:25:01 transreid.train INFO: Epoch[17] Iter[70/186] Loss: 0.300, Acc: 0.960, Base Lr: 6.81e-03
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2024-05-01 00:27:09 transreid.train INFO: Epoch 17 done. Time per epoch: 208.194[s] Speed: 56.3[samples/s]
2024-05-01 00:27:21 transreid.train INFO: Epoch[18] Iter[10/186] Loss: 0.343, Acc: 0.944, Base Lr: 7.21e-03
2024-05-01 00:27:33 transreid.train INFO: Epoch[18] Iter[20/186] Loss: 0.379, Acc: 0.941, Base Lr: 7.21e-03
2024-05-01 00:27:44 transreid.train INFO: Epoch[18] Iter[30/186] Loss: 0.350, Acc: 0.948, Base Lr: 7.21e-03
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2024-05-01 00:28:07 transreid.train INFO: Epoch[18] Iter[50/186] Loss: 0.334, Acc: 0.954, Base Lr: 7.21e-03
2024-05-01 00:28:18 transreid.train INFO: Epoch[18] Iter[60/186] Loss: 0.331, Acc: 0.956, Base Lr: 7.21e-03
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2024-05-01 00:29:03 transreid.train INFO: Epoch[18] Iter[100/186] Loss: 0.324, Acc: 0.958, Base Lr: 7.21e-03
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2024-05-01 00:30:11 transreid.train INFO: Epoch[18] Iter[160/186] Loss: 0.305, Acc: 0.962, Base Lr: 7.21e-03
2024-05-01 00:30:22 transreid.train INFO: Epoch[18] Iter[170/186] Loss: 0.297, Acc: 0.963, Base Lr: 7.21e-03
2024-05-01 00:30:34 transreid.train INFO: Epoch[18] Iter[180/186] Loss: 0.290, Acc: 0.965, Base Lr: 7.21e-03
2024-05-01 00:30:37 transreid.train INFO: Epoch 18 done. Time per epoch: 207.581[s] Speed: 56.4[samples/s]
2024-05-01 00:30:49 transreid.train INFO: Epoch[19] Iter[10/186] Loss: 0.307, Acc: 0.966, Base Lr: 7.60e-03
2024-05-01 00:31:00 transreid.train INFO: Epoch[19] Iter[20/186] Loss: 0.308, Acc: 0.961, Base Lr: 7.60e-03
2024-05-01 00:31:11 transreid.train INFO: Epoch[19] Iter[30/186] Loss: 0.281, Acc: 0.965, Base Lr: 7.60e-03
2024-05-01 00:31:23 transreid.train INFO: Epoch[19] Iter[40/186] Loss: 0.280, Acc: 0.966, Base Lr: 7.60e-03
2024-05-01 00:31:34 transreid.train INFO: Epoch[19] Iter[50/186] Loss: 0.300, Acc: 0.961, Base Lr: 7.60e-03
2024-05-01 00:31:45 transreid.train INFO: Epoch[19] Iter[60/186] Loss: 0.282, Acc: 0.964, Base Lr: 7.60e-03
2024-05-01 00:31:57 transreid.train INFO: Epoch[19] Iter[70/186] Loss: 0.279, Acc: 0.965, Base Lr: 7.60e-03
2024-05-01 00:32:08 transreid.train INFO: Epoch[19] Iter[80/186] Loss: 0.281, Acc: 0.964, Base Lr: 7.60e-03
2024-05-01 00:32:19 transreid.train INFO: Epoch[19] Iter[90/186] Loss: 0.287, Acc: 0.961, Base Lr: 7.60e-03
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2024-05-01 00:33:15 transreid.train INFO: Epoch[19] Iter[140/186] Loss: 0.282, Acc: 0.962, Base Lr: 7.60e-03
2024-05-01 00:33:26 transreid.train INFO: Epoch[19] Iter[150/186] Loss: 0.280, Acc: 0.963, Base Lr: 7.60e-03
2024-05-01 00:33:38 transreid.train INFO: Epoch[19] Iter[160/186] Loss: 0.273, Acc: 0.964, Base Lr: 7.60e-03
2024-05-01 00:33:49 transreid.train INFO: Epoch[19] Iter[170/186] Loss: 0.268, Acc: 0.966, Base Lr: 7.60e-03
2024-05-01 00:34:00 transreid.train INFO: Epoch[19] Iter[180/186] Loss: 0.261, Acc: 0.967, Base Lr: 7.60e-03
2024-05-01 00:34:05 transreid.train INFO: Epoch 19 done. Time per epoch: 207.681[s] Speed: 56.7[samples/s]
2024-05-01 00:34:16 transreid.train INFO: Epoch[20] Iter[10/186] Loss: 0.311, Acc: 0.952, Base Lr: 7.47e-03
2024-05-01 00:34:28 transreid.train INFO: Epoch[20] Iter[20/186] Loss: 0.288, Acc: 0.952, Base Lr: 7.47e-03
2024-05-01 00:34:39 transreid.train INFO: Epoch[20] Iter[30/186] Loss: 0.312, Acc: 0.949, Base Lr: 7.47e-03
2024-05-01 00:34:50 transreid.train INFO: Epoch[20] Iter[40/186] Loss: 0.297, Acc: 0.954, Base Lr: 7.47e-03
2024-05-01 00:35:02 transreid.train INFO: Epoch[20] Iter[50/186] Loss: 0.292, Acc: 0.955, Base Lr: 7.47e-03
2024-05-01 00:35:13 transreid.train INFO: Epoch[20] Iter[60/186] Loss: 0.294, Acc: 0.957, Base Lr: 7.47e-03
2024-05-01 00:35:24 transreid.train INFO: Epoch[20] Iter[70/186] Loss: 0.294, Acc: 0.958, Base Lr: 7.47e-03
2024-05-01 00:35:36 transreid.train INFO: Epoch[20] Iter[80/186] Loss: 0.286, Acc: 0.960, Base Lr: 7.47e-03
2024-05-01 00:35:47 transreid.train INFO: Epoch[20] Iter[90/186] Loss: 0.282, Acc: 0.961, Base Lr: 7.47e-03
2024-05-01 00:35:58 transreid.train INFO: Epoch[20] Iter[100/186] Loss: 0.278, Acc: 0.962, Base Lr: 7.47e-03
2024-05-01 00:36:09 transreid.train INFO: Epoch[20] Iter[110/186] Loss: 0.276, Acc: 0.962, Base Lr: 7.47e-03
2024-05-01 00:36:21 transreid.train INFO: Epoch[20] Iter[120/186] Loss: 0.279, Acc: 0.962, Base Lr: 7.47e-03
2024-05-01 00:36:32 transreid.train INFO: Epoch[20] Iter[130/186] Loss: 0.277, Acc: 0.962, Base Lr: 7.47e-03
2024-05-01 00:36:43 transreid.train INFO: Epoch[20] Iter[140/186] Loss: 0.273, Acc: 0.964, Base Lr: 7.47e-03
2024-05-01 00:36:55 transreid.train INFO: Epoch[20] Iter[150/186] Loss: 0.270, Acc: 0.964, Base Lr: 7.47e-03
2024-05-01 00:37:06 transreid.train INFO: Epoch[20] Iter[160/186] Loss: 0.265, Acc: 0.965, Base Lr: 7.47e-03
2024-05-01 00:37:17 transreid.train INFO: Epoch[20] Iter[170/186] Loss: 0.263, Acc: 0.966, Base Lr: 7.47e-03
2024-05-01 00:37:28 transreid.train INFO: Epoch[20] Iter[180/186] Loss: 0.257, Acc: 0.967, Base Lr: 7.47e-03
2024-05-01 00:37:32 transreid.train INFO: Epoch 20 done. Time per epoch: 207.170[s] Speed: 56.5[samples/s]
2024-05-01 00:39:32 transreid.train INFO: Validation Results - Epoch: 20
2024-05-01 00:39:32 transreid.train INFO: mAP: 77.6%
2024-05-01 00:39:32 transreid.train INFO: CMC curve, Rank-1  :90.4%
2024-05-01 00:39:32 transreid.train INFO: CMC curve, Rank-5  :96.8%
2024-05-01 00:39:32 transreid.train INFO: CMC curve, Rank-10 :98.0%
2024-05-01 00:39:44 transreid.train INFO: Epoch[21] Iter[10/186] Loss: 0.383, Acc: 0.952, Base Lr: 7.41e-03
2024-05-01 00:39:55 transreid.train INFO: Epoch[21] Iter[20/186] Loss: 0.331, Acc: 0.955, Base Lr: 7.41e-03
2024-05-01 00:40:07 transreid.train INFO: Epoch[21] Iter[30/186] Loss: 0.311, Acc: 0.960, Base Lr: 7.41e-03
2024-05-01 00:40:18 transreid.train INFO: Epoch[21] Iter[40/186] Loss: 0.304, Acc: 0.963, Base Lr: 7.41e-03
2024-05-01 00:40:29 transreid.train INFO: Epoch[21] Iter[50/186] Loss: 0.280, Acc: 0.964, Base Lr: 7.41e-03
2024-05-01 00:40:40 transreid.train INFO: Epoch[21] Iter[60/186] Loss: 0.271, Acc: 0.965, Base Lr: 7.41e-03
2024-05-01 00:40:52 transreid.train INFO: Epoch[21] Iter[70/186] Loss: 0.267, Acc: 0.965, Base Lr: 7.41e-03
2024-05-01 00:41:03 transreid.train INFO: Epoch[21] Iter[80/186] Loss: 0.261, Acc: 0.966, Base Lr: 7.41e-03
2024-05-01 00:41:14 transreid.train INFO: Epoch[21] Iter[90/186] Loss: 0.252, Acc: 0.968, Base Lr: 7.41e-03
2024-05-01 00:41:26 transreid.train INFO: Epoch[21] Iter[100/186] Loss: 0.248, Acc: 0.969, Base Lr: 7.41e-03
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2024-05-01 00:41:48 transreid.train INFO: Epoch[21] Iter[120/186] Loss: 0.244, Acc: 0.969, Base Lr: 7.41e-03
2024-05-01 00:42:00 transreid.train INFO: Epoch[21] Iter[130/186] Loss: 0.237, Acc: 0.970, Base Lr: 7.41e-03
2024-05-01 00:42:11 transreid.train INFO: Epoch[21] Iter[140/186] Loss: 0.232, Acc: 0.971, Base Lr: 7.41e-03
2024-05-01 00:42:22 transreid.train INFO: Epoch[21] Iter[150/186] Loss: 0.228, Acc: 0.972, Base Lr: 7.41e-03
2024-05-01 00:42:34 transreid.train INFO: Epoch[21] Iter[160/186] Loss: 0.225, Acc: 0.973, Base Lr: 7.41e-03
2024-05-01 00:42:45 transreid.train INFO: Epoch[21] Iter[170/186] Loss: 0.220, Acc: 0.974, Base Lr: 7.41e-03
2024-05-01 00:42:56 transreid.train INFO: Epoch[21] Iter[180/186] Loss: 0.218, Acc: 0.974, Base Lr: 7.41e-03
2024-05-01 00:43:01 transreid.train INFO: Epoch 21 done. Time per epoch: 209.005[s] Speed: 56.3[samples/s]
2024-05-01 00:43:12 transreid.train INFO: Epoch[22] Iter[10/186] Loss: 0.258, Acc: 0.969, Base Lr: 7.36e-03
2024-05-01 00:43:23 transreid.train INFO: Epoch[22] Iter[20/186] Loss: 0.245, Acc: 0.967, Base Lr: 7.36e-03
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2024-05-01 00:44:08 transreid.train INFO: Epoch[22] Iter[60/186] Loss: 0.229, Acc: 0.972, Base Lr: 7.36e-03
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2024-05-01 00:45:39 transreid.train INFO: Epoch[22] Iter[140/186] Loss: 0.199, Acc: 0.975, Base Lr: 7.36e-03
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2024-05-01 00:46:01 transreid.train INFO: Epoch[22] Iter[160/186] Loss: 0.194, Acc: 0.976, Base Lr: 7.36e-03
2024-05-01 00:46:12 transreid.train INFO: Epoch[22] Iter[170/186] Loss: 0.192, Acc: 0.977, Base Lr: 7.36e-03
2024-05-01 00:46:24 transreid.train INFO: Epoch[22] Iter[180/186] Loss: 0.191, Acc: 0.978, Base Lr: 7.36e-03
2024-05-01 00:46:27 transreid.train INFO: Epoch 22 done. Time per epoch: 206.608[s] Speed: 56.7[samples/s]
2024-05-01 00:46:39 transreid.train INFO: Epoch[23] Iter[10/186] Loss: 0.259, Acc: 0.967, Base Lr: 7.30e-03
2024-05-01 00:46:51 transreid.train INFO: Epoch[23] Iter[20/186] Loss: 0.243, Acc: 0.970, Base Lr: 7.30e-03
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2024-05-01 00:48:32 transreid.train INFO: Epoch[23] Iter[110/186] Loss: 0.190, Acc: 0.978, Base Lr: 7.30e-03
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2024-05-01 00:49:55 transreid.train INFO: Epoch 23 done. Time per epoch: 207.291[s] Speed: 56.5[samples/s]
2024-05-01 00:50:07 transreid.train INFO: Epoch[24] Iter[10/186] Loss: 0.213, Acc: 0.978, Base Lr: 7.24e-03
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2024-05-01 00:53:06 transreid.train INFO: Epoch[24] Iter[170/186] Loss: 0.160, Acc: 0.981, Base Lr: 7.24e-03
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2024-05-01 00:53:22 transreid.train INFO: Epoch 24 done. Time per epoch: 207.402[s] Speed: 56.8[samples/s]
2024-05-01 00:53:35 transreid.train INFO: Epoch[25] Iter[10/186] Loss: 0.132, Acc: 0.986, Base Lr: 7.18e-03
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2024-05-01 00:56:01 transreid.train INFO: Epoch[25] Iter[140/186] Loss: 0.141, Acc: 0.985, Base Lr: 7.18e-03
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2024-05-01 00:56:50 transreid.train INFO: Epoch 25 done. Time per epoch: 208.021[s] Speed: 56.3[samples/s]
2024-05-01 00:57:02 transreid.train INFO: Epoch[26] Iter[10/186] Loss: 0.134, Acc: 0.986, Base Lr: 7.11e-03
2024-05-01 00:57:13 transreid.train INFO: Epoch[26] Iter[20/186] Loss: 0.117, Acc: 0.988, Base Lr: 7.11e-03
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2024-05-01 00:58:21 transreid.train INFO: Epoch[26] Iter[80/186] Loss: 0.120, Acc: 0.989, Base Lr: 7.11e-03
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2024-05-01 00:59:40 transreid.train INFO: Epoch[26] Iter[150/186] Loss: 0.119, Acc: 0.989, Base Lr: 7.11e-03
2024-05-01 00:59:51 transreid.train INFO: Epoch[26] Iter[160/186] Loss: 0.117, Acc: 0.989, Base Lr: 7.11e-03
2024-05-01 01:00:03 transreid.train INFO: Epoch[26] Iter[170/186] Loss: 0.115, Acc: 0.990, Base Lr: 7.11e-03
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2024-05-01 01:00:17 transreid.train INFO: Epoch 26 done. Time per epoch: 207.100[s] Speed: 56.6[samples/s]
2024-05-01 01:00:29 transreid.train INFO: Epoch[27] Iter[10/186] Loss: 0.175, Acc: 0.977, Base Lr: 7.04e-03
2024-05-01 01:00:41 transreid.train INFO: Epoch[27] Iter[20/186] Loss: 0.153, Acc: 0.981, Base Lr: 7.04e-03
2024-05-01 01:00:52 transreid.train INFO: Epoch[27] Iter[30/186] Loss: 0.141, Acc: 0.984, Base Lr: 7.04e-03
2024-05-01 01:01:03 transreid.train INFO: Epoch[27] Iter[40/186] Loss: 0.129, Acc: 0.986, Base Lr: 7.04e-03
2024-05-01 01:01:14 transreid.train INFO: Epoch[27] Iter[50/186] Loss: 0.122, Acc: 0.987, Base Lr: 7.04e-03
2024-05-01 01:01:26 transreid.train INFO: Epoch[27] Iter[60/186] Loss: 0.115, Acc: 0.988, Base Lr: 7.04e-03
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2024-05-01 01:03:06 transreid.train INFO: Epoch[27] Iter[150/186] Loss: 0.110, Acc: 0.989, Base Lr: 7.04e-03
2024-05-01 01:03:18 transreid.train INFO: Epoch[27] Iter[160/186] Loss: 0.111, Acc: 0.988, Base Lr: 7.04e-03
2024-05-01 01:03:29 transreid.train INFO: Epoch[27] Iter[170/186] Loss: 0.109, Acc: 0.989, Base Lr: 7.04e-03
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2024-05-01 01:03:44 transreid.train INFO: Epoch 27 done. Time per epoch: 206.409[s] Speed: 56.7[samples/s]
2024-05-01 01:03:56 transreid.train INFO: Epoch[28] Iter[10/186] Loss: 0.083, Acc: 0.991, Base Lr: 6.97e-03
2024-05-01 01:04:07 transreid.train INFO: Epoch[28] Iter[20/186] Loss: 0.091, Acc: 0.991, Base Lr: 6.97e-03
2024-05-01 01:04:18 transreid.train INFO: Epoch[28] Iter[30/186] Loss: 0.103, Acc: 0.990, Base Lr: 6.97e-03
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2024-05-01 01:05:15 transreid.train INFO: Epoch[28] Iter[80/186] Loss: 0.102, Acc: 0.989, Base Lr: 6.97e-03
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2024-05-01 01:06:11 transreid.train INFO: Epoch[28] Iter[130/186] Loss: 0.111, Acc: 0.988, Base Lr: 6.97e-03
2024-05-01 01:06:22 transreid.train INFO: Epoch[28] Iter[140/186] Loss: 0.110, Acc: 0.989, Base Lr: 6.97e-03
2024-05-01 01:06:33 transreid.train INFO: Epoch[28] Iter[150/186] Loss: 0.110, Acc: 0.989, Base Lr: 6.97e-03
2024-05-01 01:06:45 transreid.train INFO: Epoch[28] Iter[160/186] Loss: 0.109, Acc: 0.989, Base Lr: 6.97e-03
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2024-05-01 01:07:11 transreid.train INFO: Epoch 28 done. Time per epoch: 207.236[s] Speed: 56.5[samples/s]
2024-05-01 01:07:23 transreid.train INFO: Epoch[29] Iter[10/186] Loss: 0.126, Acc: 0.986, Base Lr: 6.90e-03
2024-05-01 01:07:34 transreid.train INFO: Epoch[29] Iter[20/186] Loss: 0.129, Acc: 0.985, Base Lr: 6.90e-03
2024-05-01 01:07:45 transreid.train INFO: Epoch[29] Iter[30/186] Loss: 0.125, Acc: 0.988, Base Lr: 6.90e-03
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2024-05-01 01:08:08 transreid.train INFO: Epoch[29] Iter[50/186] Loss: 0.118, Acc: 0.986, Base Lr: 6.90e-03
2024-05-01 01:08:19 transreid.train INFO: Epoch[29] Iter[60/186] Loss: 0.115, Acc: 0.986, Base Lr: 6.90e-03
2024-05-01 01:08:31 transreid.train INFO: Epoch[29] Iter[70/186] Loss: 0.115, Acc: 0.987, Base Lr: 6.90e-03
2024-05-01 01:08:42 transreid.train INFO: Epoch[29] Iter[80/186] Loss: 0.113, Acc: 0.988, Base Lr: 6.90e-03
2024-05-01 01:08:53 transreid.train INFO: Epoch[29] Iter[90/186] Loss: 0.109, Acc: 0.988, Base Lr: 6.90e-03
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2024-05-01 01:10:01 transreid.train INFO: Epoch[29] Iter[150/186] Loss: 0.100, Acc: 0.989, Base Lr: 6.90e-03
2024-05-01 01:10:12 transreid.train INFO: Epoch[29] Iter[160/186] Loss: 0.100, Acc: 0.989, Base Lr: 6.90e-03
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2024-05-01 01:10:38 transreid.train INFO: Epoch 29 done. Time per epoch: 207.473[s] Speed: 56.5[samples/s]
2024-05-01 01:10:50 transreid.train INFO: Epoch[30] Iter[10/186] Loss: 0.107, Acc: 0.989, Base Lr: 6.83e-03
2024-05-01 01:11:02 transreid.train INFO: Epoch[30] Iter[20/186] Loss: 0.105, Acc: 0.987, Base Lr: 6.83e-03
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2024-05-01 01:12:09 transreid.train INFO: Epoch[30] Iter[80/186] Loss: 0.116, Acc: 0.988, Base Lr: 6.83e-03
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2024-05-01 01:13:28 transreid.train INFO: Epoch[30] Iter[150/186] Loss: 0.103, Acc: 0.990, Base Lr: 6.83e-03
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2024-05-01 01:14:06 transreid.train INFO: Epoch 30 done. Time per epoch: 207.844[s] Speed: 56.7[samples/s]
2024-05-01 01:14:18 transreid.train INFO: Epoch[31] Iter[10/186] Loss: 0.097, Acc: 0.980, Base Lr: 6.76e-03
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2024-05-01 01:16:11 transreid.train INFO: Epoch[31] Iter[110/186] Loss: 0.095, Acc: 0.990, Base Lr: 6.76e-03
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2024-05-01 01:17:32 transreid.train INFO: Epoch 31 done. Time per epoch: 206.356[s] Speed: 56.4[samples/s]
2024-05-01 01:17:45 transreid.train INFO: Epoch[32] Iter[10/186] Loss: 0.074, Acc: 0.994, Base Lr: 6.68e-03
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2024-05-01 01:21:00 transreid.train INFO: Epoch 32 done. Time per epoch: 207.127[s] Speed: 56.5[samples/s]
2024-05-01 01:21:12 transreid.train INFO: Epoch[33] Iter[10/186] Loss: 0.097, Acc: 0.994, Base Lr: 6.60e-03
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2024-05-01 01:24:26 transreid.train INFO: Epoch 33 done. Time per epoch: 206.799[s] Speed: 56.9[samples/s]
2024-05-01 01:24:39 transreid.train INFO: Epoch[34] Iter[10/186] Loss: 0.083, Acc: 0.991, Base Lr: 6.52e-03
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2024-05-01 01:27:53 transreid.train INFO: Epoch 34 done. Time per epoch: 206.830[s] Speed: 56.9[samples/s]
2024-05-01 01:28:05 transreid.train INFO: Epoch[35] Iter[10/186] Loss: 0.105, Acc: 0.994, Base Lr: 6.44e-03
2024-05-01 01:28:16 transreid.train INFO: Epoch[35] Iter[20/186] Loss: 0.088, Acc: 0.995, Base Lr: 6.44e-03
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2024-05-01 01:29:01 transreid.train INFO: Epoch[35] Iter[60/186] Loss: 0.077, Acc: 0.993, Base Lr: 6.44e-03
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2024-05-01 01:30:42 transreid.train INFO: Epoch[35] Iter[150/186] Loss: 0.066, Acc: 0.994, Base Lr: 6.44e-03
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2024-05-01 01:31:04 transreid.train INFO: Epoch[35] Iter[170/186] Loss: 0.064, Acc: 0.994, Base Lr: 6.44e-03
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2024-05-01 01:31:20 transreid.train INFO: Epoch 35 done. Time per epoch: 206.428[s] Speed: 57.0[samples/s]
2024-05-01 01:31:32 transreid.train INFO: Epoch[36] Iter[10/186] Loss: 0.048, Acc: 0.995, Base Lr: 6.35e-03
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2024-05-01 01:32:49 transreid.train INFO: Epoch[36] Iter[80/186] Loss: 0.072, Acc: 0.992, Base Lr: 6.35e-03
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2024-05-01 01:34:08 transreid.train INFO: Epoch[36] Iter[150/186] Loss: 0.068, Acc: 0.993, Base Lr: 6.35e-03
2024-05-01 01:34:19 transreid.train INFO: Epoch[36] Iter[160/186] Loss: 0.067, Acc: 0.993, Base Lr: 6.35e-03
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2024-05-01 01:34:46 transreid.train INFO: Epoch 36 done. Time per epoch: 206.145[s] Speed: 57.1[samples/s]
2024-05-01 01:34:58 transreid.train INFO: Epoch[37] Iter[10/186] Loss: 0.066, Acc: 0.991, Base Lr: 6.27e-03
2024-05-01 01:35:09 transreid.train INFO: Epoch[37] Iter[20/186] Loss: 0.073, Acc: 0.990, Base Lr: 6.27e-03
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2024-05-01 01:36:05 transreid.train INFO: Epoch[37] Iter[70/186] Loss: 0.061, Acc: 0.992, Base Lr: 6.27e-03
2024-05-01 01:36:16 transreid.train INFO: Epoch[37] Iter[80/186] Loss: 0.063, Acc: 0.992, Base Lr: 6.27e-03
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2024-05-01 01:38:13 transreid.train INFO: Epoch 37 done. Time per epoch: 207.289[s] Speed: 56.8[samples/s]
2024-05-01 01:38:25 transreid.train INFO: Epoch[38] Iter[10/186] Loss: 0.068, Acc: 0.997, Base Lr: 6.18e-03
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2024-05-01 01:41:39 transreid.train INFO: Epoch 38 done. Time per epoch: 205.671[s] Speed: 56.9[samples/s]
2024-05-01 01:41:51 transreid.train INFO: Epoch[39] Iter[10/186] Loss: 0.069, Acc: 0.997, Base Lr: 6.09e-03
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2024-05-01 01:43:53 transreid.train INFO: Epoch[39] Iter[120/186] Loss: 0.072, Acc: 0.992, Base Lr: 6.09e-03
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2024-05-01 01:44:16 transreid.train INFO: Epoch[39] Iter[140/186] Loss: 0.070, Acc: 0.993, Base Lr: 6.09e-03
2024-05-01 01:44:27 transreid.train INFO: Epoch[39] Iter[150/186] Loss: 0.069, Acc: 0.993, Base Lr: 6.09e-03
2024-05-01 01:44:38 transreid.train INFO: Epoch[39] Iter[160/186] Loss: 0.068, Acc: 0.993, Base Lr: 6.09e-03
2024-05-01 01:44:49 transreid.train INFO: Epoch[39] Iter[170/186] Loss: 0.066, Acc: 0.994, Base Lr: 6.09e-03
2024-05-01 01:45:00 transreid.train INFO: Epoch[39] Iter[180/186] Loss: 0.065, Acc: 0.994, Base Lr: 6.09e-03
2024-05-01 01:45:04 transreid.train INFO: Epoch 39 done. Time per epoch: 205.142[s] Speed: 57.1[samples/s]
2024-05-01 01:45:16 transreid.train INFO: Epoch[40] Iter[10/186] Loss: 0.063, Acc: 0.995, Base Lr: 6.00e-03
2024-05-01 01:45:27 transreid.train INFO: Epoch[40] Iter[20/186] Loss: 0.068, Acc: 0.993, Base Lr: 6.00e-03
2024-05-01 01:45:38 transreid.train INFO: Epoch[40] Iter[30/186] Loss: 0.063, Acc: 0.995, Base Lr: 6.00e-03
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2024-05-01 01:46:12 transreid.train INFO: Epoch[40] Iter[60/186] Loss: 0.074, Acc: 0.993, Base Lr: 6.00e-03
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2024-05-01 01:46:34 transreid.train INFO: Epoch[40] Iter[80/186] Loss: 0.076, Acc: 0.993, Base Lr: 6.00e-03
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2024-05-01 01:46:56 transreid.train INFO: Epoch[40] Iter[100/186] Loss: 0.077, Acc: 0.993, Base Lr: 6.00e-03
2024-05-01 01:47:07 transreid.train INFO: Epoch[40] Iter[110/186] Loss: 0.076, Acc: 0.993, Base Lr: 6.00e-03
2024-05-01 01:47:19 transreid.train INFO: Epoch[40] Iter[120/186] Loss: 0.074, Acc: 0.993, Base Lr: 6.00e-03
2024-05-01 01:47:30 transreid.train INFO: Epoch[40] Iter[130/186] Loss: 0.072, Acc: 0.994, Base Lr: 6.00e-03
2024-05-01 01:47:41 transreid.train INFO: Epoch[40] Iter[140/186] Loss: 0.069, Acc: 0.994, Base Lr: 6.00e-03
2024-05-01 01:47:52 transreid.train INFO: Epoch[40] Iter[150/186] Loss: 0.070, Acc: 0.994, Base Lr: 6.00e-03
2024-05-01 01:48:03 transreid.train INFO: Epoch[40] Iter[160/186] Loss: 0.068, Acc: 0.994, Base Lr: 6.00e-03
2024-05-01 01:48:14 transreid.train INFO: Epoch[40] Iter[170/186] Loss: 0.067, Acc: 0.994, Base Lr: 6.00e-03
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2024-05-01 01:48:29 transreid.train INFO: Epoch 40 done. Time per epoch: 205.097[s] Speed: 57.1[samples/s]
2024-05-01 01:50:17 transreid.train INFO: Validation Results - Epoch: 40
2024-05-01 01:50:17 transreid.train INFO: mAP: 81.0%
2024-05-01 01:50:17 transreid.train INFO: CMC curve, Rank-1  :91.6%
2024-05-01 01:50:17 transreid.train INFO: CMC curve, Rank-5  :97.1%
2024-05-01 01:50:17 transreid.train INFO: CMC curve, Rank-10 :98.4%
2024-05-01 01:50:29 transreid.train INFO: Epoch[41] Iter[10/186] Loss: 0.088, Acc: 0.988, Base Lr: 5.91e-03
2024-05-01 01:50:40 transreid.train INFO: Epoch[41] Iter[20/186] Loss: 0.073, Acc: 0.990, Base Lr: 5.91e-03
2024-05-01 01:50:52 transreid.train INFO: Epoch[41] Iter[30/186] Loss: 0.068, Acc: 0.992, Base Lr: 5.91e-03
2024-05-01 01:51:03 transreid.train INFO: Epoch[41] Iter[40/186] Loss: 0.070, Acc: 0.993, Base Lr: 5.91e-03
2024-05-01 01:51:14 transreid.train INFO: Epoch[41] Iter[50/186] Loss: 0.068, Acc: 0.993, Base Lr: 5.91e-03
2024-05-01 01:51:25 transreid.train INFO: Epoch[41] Iter[60/186] Loss: 0.066, Acc: 0.993, Base Lr: 5.91e-03
2024-05-01 01:51:36 transreid.train INFO: Epoch[41] Iter[70/186] Loss: 0.067, Acc: 0.993, Base Lr: 5.91e-03
2024-05-01 01:51:47 transreid.train INFO: Epoch[41] Iter[80/186] Loss: 0.066, Acc: 0.994, Base Lr: 5.91e-03
2024-05-01 01:51:58 transreid.train INFO: Epoch[41] Iter[90/186] Loss: 0.064, Acc: 0.994, Base Lr: 5.91e-03
2024-05-01 01:52:09 transreid.train INFO: Epoch[41] Iter[100/186] Loss: 0.065, Acc: 0.994, Base Lr: 5.91e-03
2024-05-01 01:52:20 transreid.train INFO: Epoch[41] Iter[110/186] Loss: 0.064, Acc: 0.994, Base Lr: 5.91e-03
2024-05-01 01:52:31 transreid.train INFO: Epoch[41] Iter[120/186] Loss: 0.062, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 01:52:42 transreid.train INFO: Epoch[41] Iter[130/186] Loss: 0.061, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 01:52:53 transreid.train INFO: Epoch[41] Iter[140/186] Loss: 0.059, Acc: 0.996, Base Lr: 5.91e-03
2024-05-01 01:53:04 transreid.train INFO: Epoch[41] Iter[150/186] Loss: 0.058, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 01:53:15 transreid.train INFO: Epoch[41] Iter[160/186] Loss: 0.057, Acc: 0.996, Base Lr: 5.91e-03
2024-05-01 01:53:27 transreid.train INFO: Epoch[41] Iter[170/186] Loss: 0.057, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 01:53:38 transreid.train INFO: Epoch[41] Iter[180/186] Loss: 0.055, Acc: 0.995, Base Lr: 5.91e-03
2024-05-01 01:53:42 transreid.train INFO: Epoch 41 done. Time per epoch: 204.788[s] Speed: 57.5[samples/s]
2024-05-01 01:53:54 transreid.train INFO: Epoch[42] Iter[10/186] Loss: 0.042, Acc: 0.997, Base Lr: 5.82e-03
2024-05-01 01:54:05 transreid.train INFO: Epoch[42] Iter[20/186] Loss: 0.053, Acc: 0.993, Base Lr: 5.82e-03
2024-05-01 01:54:16 transreid.train INFO: Epoch[42] Iter[30/186] Loss: 0.054, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 01:54:28 transreid.train INFO: Epoch[42] Iter[40/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 01:54:39 transreid.train INFO: Epoch[42] Iter[50/186] Loss: 0.051, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 01:54:50 transreid.train INFO: Epoch[42] Iter[60/186] Loss: 0.048, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 01:55:01 transreid.train INFO: Epoch[42] Iter[70/186] Loss: 0.051, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 01:55:12 transreid.train INFO: Epoch[42] Iter[80/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 01:55:24 transreid.train INFO: Epoch[42] Iter[90/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 01:55:35 transreid.train INFO: Epoch[42] Iter[100/186] Loss: 0.050, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 01:55:46 transreid.train INFO: Epoch[42] Iter[110/186] Loss: 0.050, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 01:55:57 transreid.train INFO: Epoch[42] Iter[120/186] Loss: 0.050, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 01:56:08 transreid.train INFO: Epoch[42] Iter[130/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.82e-03
2024-05-01 01:56:19 transreid.train INFO: Epoch[42] Iter[140/186] Loss: 0.050, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 01:56:31 transreid.train INFO: Epoch[42] Iter[150/186] Loss: 0.050, Acc: 0.995, Base Lr: 5.82e-03
2024-05-01 01:56:42 transreid.train INFO: Epoch[42] Iter[160/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.82e-03
2024-05-01 01:56:53 transreid.train INFO: Epoch[42] Iter[170/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.82e-03
2024-05-01 01:57:04 transreid.train INFO: Epoch[42] Iter[180/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.82e-03
2024-05-01 01:57:09 transreid.train INFO: Epoch 42 done. Time per epoch: 206.760[s] Speed: 57.0[samples/s]
2024-05-01 01:57:21 transreid.train INFO: Epoch[43] Iter[10/186] Loss: 0.073, Acc: 0.992, Base Lr: 5.73e-03
2024-05-01 01:57:32 transreid.train INFO: Epoch[43] Iter[20/186] Loss: 0.058, Acc: 0.994, Base Lr: 5.73e-03
2024-05-01 01:57:43 transreid.train INFO: Epoch[43] Iter[30/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 01:57:54 transreid.train INFO: Epoch[43] Iter[40/186] Loss: 0.048, Acc: 0.995, Base Lr: 5.73e-03
2024-05-01 01:58:05 transreid.train INFO: Epoch[43] Iter[50/186] Loss: 0.048, Acc: 0.995, Base Lr: 5.73e-03
2024-05-01 01:58:16 transreid.train INFO: Epoch[43] Iter[60/186] Loss: 0.049, Acc: 0.995, Base Lr: 5.73e-03
2024-05-01 01:58:28 transreid.train INFO: Epoch[43] Iter[70/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 01:58:39 transreid.train INFO: Epoch[43] Iter[80/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 01:58:50 transreid.train INFO: Epoch[43] Iter[90/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 01:59:01 transreid.train INFO: Epoch[43] Iter[100/186] Loss: 0.045, Acc: 0.997, Base Lr: 5.73e-03
2024-05-01 01:59:12 transreid.train INFO: Epoch[43] Iter[110/186] Loss: 0.047, Acc: 0.997, Base Lr: 5.73e-03
2024-05-01 01:59:24 transreid.train INFO: Epoch[43] Iter[120/186] Loss: 0.046, Acc: 0.997, Base Lr: 5.73e-03
2024-05-01 01:59:35 transreid.train INFO: Epoch[43] Iter[130/186] Loss: 0.046, Acc: 0.997, Base Lr: 5.73e-03
2024-05-01 01:59:46 transreid.train INFO: Epoch[43] Iter[140/186] Loss: 0.046, Acc: 0.997, Base Lr: 5.73e-03
2024-05-01 01:59:57 transreid.train INFO: Epoch[43] Iter[150/186] Loss: 0.046, Acc: 0.997, Base Lr: 5.73e-03
2024-05-01 02:00:08 transreid.train INFO: Epoch[43] Iter[160/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 02:00:20 transreid.train INFO: Epoch[43] Iter[170/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 02:00:31 transreid.train INFO: Epoch[43] Iter[180/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.73e-03
2024-05-01 02:00:35 transreid.train INFO: Epoch 43 done. Time per epoch: 206.536[s] Speed: 57.0[samples/s]
2024-05-01 02:00:47 transreid.train INFO: Epoch[44] Iter[10/186] Loss: 0.054, Acc: 0.997, Base Lr: 5.63e-03
2024-05-01 02:00:58 transreid.train INFO: Epoch[44] Iter[20/186] Loss: 0.056, Acc: 0.995, Base Lr: 5.63e-03
2024-05-01 02:01:09 transreid.train INFO: Epoch[44] Iter[30/186] Loss: 0.056, Acc: 0.996, Base Lr: 5.63e-03
2024-05-01 02:01:21 transreid.train INFO: Epoch[44] Iter[40/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.63e-03
2024-05-01 02:01:32 transreid.train INFO: Epoch[44] Iter[50/186] Loss: 0.051, Acc: 0.996, Base Lr: 5.63e-03
2024-05-01 02:01:42 transreid.train INFO: Epoch[44] Iter[60/186] Loss: 0.053, Acc: 0.996, Base Lr: 5.63e-03
2024-05-01 02:01:53 transreid.train INFO: Epoch[44] Iter[70/186] Loss: 0.050, Acc: 0.997, Base Lr: 5.63e-03
2024-05-01 02:02:05 transreid.train INFO: Epoch[44] Iter[80/186] Loss: 0.048, Acc: 0.997, Base Lr: 5.63e-03
2024-05-01 02:02:16 transreid.train INFO: Epoch[44] Iter[90/186] Loss: 0.048, Acc: 0.997, Base Lr: 5.63e-03
2024-05-01 02:02:27 transreid.train INFO: Epoch[44] Iter[100/186] Loss: 0.048, Acc: 0.997, Base Lr: 5.63e-03
2024-05-01 02:02:38 transreid.train INFO: Epoch[44] Iter[110/186] Loss: 0.047, Acc: 0.997, Base Lr: 5.63e-03
2024-05-01 02:02:49 transreid.train INFO: Epoch[44] Iter[120/186] Loss: 0.047, Acc: 0.997, Base Lr: 5.63e-03
2024-05-01 02:03:00 transreid.train INFO: Epoch[44] Iter[130/186] Loss: 0.046, Acc: 0.997, Base Lr: 5.63e-03
2024-05-01 02:03:12 transreid.train INFO: Epoch[44] Iter[140/186] Loss: 0.045, Acc: 0.997, Base Lr: 5.63e-03
2024-05-01 02:03:23 transreid.train INFO: Epoch[44] Iter[150/186] Loss: 0.043, Acc: 0.998, Base Lr: 5.63e-03
2024-05-01 02:03:34 transreid.train INFO: Epoch[44] Iter[160/186] Loss: 0.044, Acc: 0.997, Base Lr: 5.63e-03
2024-05-01 02:03:45 transreid.train INFO: Epoch[44] Iter[170/186] Loss: 0.045, Acc: 0.997, Base Lr: 5.63e-03
2024-05-01 02:03:56 transreid.train INFO: Epoch[44] Iter[180/186] Loss: 0.046, Acc: 0.997, Base Lr: 5.63e-03
2024-05-01 02:04:01 transreid.train INFO: Epoch 44 done. Time per epoch: 205.368[s] Speed: 57.3[samples/s]
2024-05-01 02:04:13 transreid.train INFO: Epoch[45] Iter[10/186] Loss: 0.073, Acc: 0.992, Base Lr: 5.54e-03
2024-05-01 02:04:24 transreid.train INFO: Epoch[45] Iter[20/186] Loss: 0.064, Acc: 0.994, Base Lr: 5.54e-03
2024-05-01 02:04:35 transreid.train INFO: Epoch[45] Iter[30/186] Loss: 0.059, Acc: 0.994, Base Lr: 5.54e-03
2024-05-01 02:04:46 transreid.train INFO: Epoch[45] Iter[40/186] Loss: 0.054, Acc: 0.995, Base Lr: 5.54e-03
2024-05-01 02:04:57 transreid.train INFO: Epoch[45] Iter[50/186] Loss: 0.060, Acc: 0.995, Base Lr: 5.54e-03
2024-05-01 02:05:09 transreid.train INFO: Epoch[45] Iter[60/186] Loss: 0.057, Acc: 0.995, Base Lr: 5.54e-03
2024-05-01 02:05:20 transreid.train INFO: Epoch[45] Iter[70/186] Loss: 0.054, Acc: 0.995, Base Lr: 5.54e-03
2024-05-01 02:05:31 transreid.train INFO: Epoch[45] Iter[80/186] Loss: 0.051, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 02:05:42 transreid.train INFO: Epoch[45] Iter[90/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 02:05:53 transreid.train INFO: Epoch[45] Iter[100/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 02:06:04 transreid.train INFO: Epoch[45] Iter[110/186] Loss: 0.050, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 02:06:16 transreid.train INFO: Epoch[45] Iter[120/186] Loss: 0.049, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 02:06:27 transreid.train INFO: Epoch[45] Iter[130/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 02:06:38 transreid.train INFO: Epoch[45] Iter[140/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 02:06:49 transreid.train INFO: Epoch[45] Iter[150/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 02:07:00 transreid.train INFO: Epoch[45] Iter[160/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 02:07:11 transreid.train INFO: Epoch[45] Iter[170/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 02:07:23 transreid.train INFO: Epoch[45] Iter[180/186] Loss: 0.046, Acc: 0.996, Base Lr: 5.54e-03
2024-05-01 02:07:26 transreid.train INFO: Epoch 45 done. Time per epoch: 205.547[s] Speed: 57.0[samples/s]
2024-05-01 02:07:38 transreid.train INFO: Epoch[46] Iter[10/186] Loss: 0.040, Acc: 0.995, Base Lr: 5.44e-03
2024-05-01 02:07:50 transreid.train INFO: Epoch[46] Iter[20/186] Loss: 0.050, Acc: 0.995, Base Lr: 5.44e-03
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2024-05-01 02:08:34 transreid.train INFO: Epoch[46] Iter[60/186] Loss: 0.055, Acc: 0.995, Base Lr: 5.44e-03
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2024-05-01 02:08:57 transreid.train INFO: Epoch[46] Iter[80/186] Loss: 0.055, Acc: 0.995, Base Lr: 5.44e-03
2024-05-01 02:09:08 transreid.train INFO: Epoch[46] Iter[90/186] Loss: 0.054, Acc: 0.995, Base Lr: 5.44e-03
2024-05-01 02:09:19 transreid.train INFO: Epoch[46] Iter[100/186] Loss: 0.055, Acc: 0.995, Base Lr: 5.44e-03
2024-05-01 02:09:30 transreid.train INFO: Epoch[46] Iter[110/186] Loss: 0.055, Acc: 0.995, Base Lr: 5.44e-03
2024-05-01 02:09:41 transreid.train INFO: Epoch[46] Iter[120/186] Loss: 0.053, Acc: 0.995, Base Lr: 5.44e-03
2024-05-01 02:09:52 transreid.train INFO: Epoch[46] Iter[130/186] Loss: 0.053, Acc: 0.995, Base Lr: 5.44e-03
2024-05-01 02:10:04 transreid.train INFO: Epoch[46] Iter[140/186] Loss: 0.052, Acc: 0.995, Base Lr: 5.44e-03
2024-05-01 02:10:15 transreid.train INFO: Epoch[46] Iter[150/186] Loss: 0.050, Acc: 0.995, Base Lr: 5.44e-03
2024-05-01 02:10:26 transreid.train INFO: Epoch[46] Iter[160/186] Loss: 0.048, Acc: 0.996, Base Lr: 5.44e-03
2024-05-01 02:10:37 transreid.train INFO: Epoch[46] Iter[170/186] Loss: 0.047, Acc: 0.996, Base Lr: 5.44e-03
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2024-05-01 02:10:52 transreid.train INFO: Epoch 46 done. Time per epoch: 205.493[s] Speed: 57.0[samples/s]
2024-05-01 02:11:04 transreid.train INFO: Epoch[47] Iter[10/186] Loss: 0.044, Acc: 0.995, Base Lr: 5.34e-03
2024-05-01 02:11:15 transreid.train INFO: Epoch[47] Iter[20/186] Loss: 0.054, Acc: 0.995, Base Lr: 5.34e-03
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2024-05-01 02:12:10 transreid.train INFO: Epoch[47] Iter[70/186] Loss: 0.047, Acc: 0.995, Base Lr: 5.34e-03
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2024-05-01 02:14:17 transreid.train INFO: Epoch 47 done. Time per epoch: 205.578[s] Speed: 57.3[samples/s]
2024-05-01 02:14:29 transreid.train INFO: Epoch[48] Iter[10/186] Loss: 0.038, Acc: 0.998, Base Lr: 5.24e-03
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2024-05-01 02:17:44 transreid.train INFO: Epoch 48 done. Time per epoch: 206.342[s] Speed: 57.1[samples/s]
2024-05-01 02:17:56 transreid.train INFO: Epoch[49] Iter[10/186] Loss: 0.047, Acc: 0.995, Base Lr: 5.14e-03
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2024-05-01 02:21:08 transreid.train INFO: Epoch 49 done. Time per epoch: 204.812[s] Speed: 57.2[samples/s]
2024-05-01 02:21:20 transreid.train INFO: Epoch[50] Iter[10/186] Loss: 0.044, Acc: 0.997, Base Lr: 5.04e-03
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2024-05-01 02:24:35 transreid.train INFO: Epoch 50 done. Time per epoch: 206.968[s] Speed: 56.9[samples/s]
2024-05-01 02:24:47 transreid.train INFO: Epoch[51] Iter[10/186] Loss: 0.049, Acc: 0.995, Base Lr: 4.94e-03
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2024-05-01 02:28:02 transreid.train INFO: Epoch 51 done. Time per epoch: 206.385[s] Speed: 57.1[samples/s]
2024-05-01 02:28:14 transreid.train INFO: Epoch[52] Iter[10/186] Loss: 0.060, Acc: 0.995, Base Lr: 4.84e-03
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2024-05-01 02:31:28 transreid.train INFO: Epoch 52 done. Time per epoch: 205.951[s] Speed: 57.2[samples/s]
2024-05-01 02:31:40 transreid.train INFO: Epoch[53] Iter[10/186] Loss: 0.033, Acc: 0.998, Base Lr: 4.74e-03
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2024-05-01 02:34:54 transreid.train INFO: Epoch 53 done. Time per epoch: 205.924[s] Speed: 57.2[samples/s]
2024-05-01 02:35:06 transreid.train INFO: Epoch[54] Iter[10/186] Loss: 0.083, Acc: 0.995, Base Lr: 4.63e-03
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2024-05-01 02:38:20 transreid.train INFO: Epoch 54 done. Time per epoch: 206.454[s] Speed: 57.0[samples/s]
2024-05-01 02:38:32 transreid.train INFO: Epoch[55] Iter[10/186] Loss: 0.035, Acc: 0.998, Base Lr: 4.53e-03
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2024-05-01 02:41:44 transreid.train INFO: Epoch 55 done. Time per epoch: 203.951[s] Speed: 57.4[samples/s]
2024-05-01 02:41:56 transreid.train INFO: Epoch[56] Iter[10/186] Loss: 0.040, Acc: 1.000, Base Lr: 4.43e-03
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2024-05-01 02:45:09 transreid.train INFO: Epoch 56 done. Time per epoch: 205.130[s] Speed: 57.1[samples/s]
2024-05-01 02:45:21 transreid.train INFO: Epoch[57] Iter[10/186] Loss: 0.025, Acc: 1.000, Base Lr: 4.32e-03
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2024-05-01 02:48:36 transreid.train INFO: Epoch 57 done. Time per epoch: 206.582[s] Speed: 57.0[samples/s]
2024-05-01 02:48:48 transreid.train INFO: Epoch[58] Iter[10/186] Loss: 0.037, Acc: 0.998, Base Lr: 4.22e-03
2024-05-01 02:48:59 transreid.train INFO: Epoch[58] Iter[20/186] Loss: 0.035, Acc: 0.998, Base Lr: 4.22e-03
2024-05-01 02:49:10 transreid.train INFO: Epoch[58] Iter[30/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.22e-03
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2024-05-01 02:49:55 transreid.train INFO: Epoch[58] Iter[70/186] Loss: 0.035, Acc: 0.996, Base Lr: 4.22e-03
2024-05-01 02:50:06 transreid.train INFO: Epoch[58] Iter[80/186] Loss: 0.034, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 02:50:17 transreid.train INFO: Epoch[58] Iter[90/186] Loss: 0.033, Acc: 0.997, Base Lr: 4.22e-03
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2024-05-01 02:50:51 transreid.train INFO: Epoch[58] Iter[120/186] Loss: 0.034, Acc: 0.996, Base Lr: 4.22e-03
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2024-05-01 02:51:29 transreid.train INFO: Epoch[58] Iter[150/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.22e-03
2024-05-01 02:51:42 transreid.train INFO: Epoch[58] Iter[160/186] Loss: 0.031, Acc: 0.997, Base Lr: 4.22e-03
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2024-05-01 02:52:12 transreid.train INFO: Epoch 58 done. Time per epoch: 215.910[s] Speed: 54.2[samples/s]
2024-05-01 02:52:25 transreid.train INFO: Epoch[59] Iter[10/186] Loss: 0.033, Acc: 1.000, Base Lr: 4.11e-03
2024-05-01 02:52:37 transreid.train INFO: Epoch[59] Iter[20/186] Loss: 0.036, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 02:52:50 transreid.train INFO: Epoch[59] Iter[30/186] Loss: 0.039, Acc: 0.996, Base Lr: 4.11e-03
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2024-05-01 02:53:28 transreid.train INFO: Epoch[59] Iter[60/186] Loss: 0.032, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 02:53:41 transreid.train INFO: Epoch[59] Iter[70/186] Loss: 0.032, Acc: 0.998, Base Lr: 4.11e-03
2024-05-01 02:53:54 transreid.train INFO: Epoch[59] Iter[80/186] Loss: 0.030, Acc: 0.998, Base Lr: 4.11e-03
2024-05-01 02:54:06 transreid.train INFO: Epoch[59] Iter[90/186] Loss: 0.029, Acc: 0.998, Base Lr: 4.11e-03
2024-05-01 02:54:19 transreid.train INFO: Epoch[59] Iter[100/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.11e-03
2024-05-01 02:54:32 transreid.train INFO: Epoch[59] Iter[110/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.11e-03
2024-05-01 02:54:45 transreid.train INFO: Epoch[59] Iter[120/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.11e-03
2024-05-01 02:54:57 transreid.train INFO: Epoch[59] Iter[130/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.11e-03
2024-05-01 02:55:10 transreid.train INFO: Epoch[59] Iter[140/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.11e-03
2024-05-01 02:55:23 transreid.train INFO: Epoch[59] Iter[150/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.11e-03
2024-05-01 02:55:36 transreid.train INFO: Epoch[59] Iter[160/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.11e-03
2024-05-01 02:55:49 transreid.train INFO: Epoch[59] Iter[170/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.11e-03
2024-05-01 02:56:01 transreid.train INFO: Epoch[59] Iter[180/186] Loss: 0.027, Acc: 0.997, Base Lr: 4.11e-03
2024-05-01 02:56:06 transreid.train INFO: Epoch 59 done. Time per epoch: 234.568[s] Speed: 50.2[samples/s]
2024-05-01 02:56:20 transreid.train INFO: Epoch[60] Iter[10/186] Loss: 0.021, Acc: 1.000, Base Lr: 4.01e-03
2024-05-01 02:56:33 transreid.train INFO: Epoch[60] Iter[20/186] Loss: 0.028, Acc: 0.999, Base Lr: 4.01e-03
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2024-05-01 02:57:10 transreid.train INFO: Epoch[60] Iter[50/186] Loss: 0.028, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 02:57:23 transreid.train INFO: Epoch[60] Iter[60/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 02:57:36 transreid.train INFO: Epoch[60] Iter[70/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 02:57:49 transreid.train INFO: Epoch[60] Iter[80/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 02:58:01 transreid.train INFO: Epoch[60] Iter[90/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 02:58:14 transreid.train INFO: Epoch[60] Iter[100/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.01e-03
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2024-05-01 02:58:53 transreid.train INFO: Epoch[60] Iter[150/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 02:58:58 transreid.train INFO: Epoch[60] Iter[160/186] Loss: 0.027, Acc: 0.998, Base Lr: 4.01e-03
2024-05-01 02:59:04 transreid.train INFO: Epoch[60] Iter[170/186] Loss: 0.026, Acc: 0.998, Base Lr: 4.01e-03
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2024-05-01 02:59:12 transreid.train INFO: Epoch 60 done. Time per epoch: 185.657[s] Speed: 63.1[samples/s]
2024-05-01 03:00:12 transreid.train INFO: Validation Results - Epoch: 60
2024-05-01 03:00:12 transreid.train INFO: mAP: 85.0%
2024-05-01 03:00:12 transreid.train INFO: CMC curve, Rank-1  :93.7%
2024-05-01 03:00:12 transreid.train INFO: CMC curve, Rank-5  :98.1%
2024-05-01 03:00:12 transreid.train INFO: CMC curve, Rank-10 :98.8%
2024-05-01 03:00:19 transreid.train INFO: Epoch[61] Iter[10/186] Loss: 0.029, Acc: 1.000, Base Lr: 3.90e-03
2024-05-01 03:00:25 transreid.train INFO: Epoch[61] Iter[20/186] Loss: 0.031, Acc: 0.998, Base Lr: 3.90e-03
2024-05-01 03:00:30 transreid.train INFO: Epoch[61] Iter[30/186] Loss: 0.032, Acc: 0.996, Base Lr: 3.90e-03
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2024-05-01 03:00:41 transreid.train INFO: Epoch[61] Iter[50/186] Loss: 0.033, Acc: 0.997, Base Lr: 3.90e-03
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2024-05-01 03:00:56 transreid.train INFO: Epoch[61] Iter[70/186] Loss: 0.031, Acc: 0.997, Base Lr: 3.90e-03
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2024-05-01 03:01:18 transreid.train INFO: Epoch[61] Iter[90/186] Loss: 0.030, Acc: 0.998, Base Lr: 3.90e-03
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2024-05-01 03:02:35 transreid.train INFO: Epoch[61] Iter[160/186] Loss: 0.028, Acc: 0.998, Base Lr: 3.90e-03
2024-05-01 03:02:46 transreid.train INFO: Epoch[61] Iter[170/186] Loss: 0.027, Acc: 0.998, Base Lr: 3.90e-03
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2024-05-01 03:03:02 transreid.train INFO: Epoch 61 done. Time per epoch: 169.341[s] Speed: 69.5[samples/s]
2024-05-01 03:03:14 transreid.train INFO: Epoch[62] Iter[10/186] Loss: 0.039, Acc: 0.994, Base Lr: 3.80e-03
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2024-05-01 03:06:00 transreid.train INFO: Epoch[62] Iter[160/186] Loss: 0.026, Acc: 0.999, Base Lr: 3.80e-03
2024-05-01 03:06:11 transreid.train INFO: Epoch[62] Iter[170/186] Loss: 0.026, Acc: 0.998, Base Lr: 3.80e-03
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2024-05-01 03:06:25 transreid.train INFO: Epoch 62 done. Time per epoch: 203.643[s] Speed: 57.5[samples/s]
2024-05-01 03:06:37 transreid.train INFO: Epoch[63] Iter[10/186] Loss: 0.030, Acc: 0.998, Base Lr: 3.69e-03
2024-05-01 03:06:48 transreid.train INFO: Epoch[63] Iter[20/186] Loss: 0.025, Acc: 0.999, Base Lr: 3.69e-03
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2024-05-01 03:09:50 transreid.train INFO: Epoch 63 done. Time per epoch: 204.508[s] Speed: 57.3[samples/s]
2024-05-01 03:10:02 transreid.train INFO: Epoch[64] Iter[10/186] Loss: 0.026, Acc: 1.000, Base Lr: 3.59e-03
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2024-05-01 03:13:12 transreid.train INFO: Epoch 64 done. Time per epoch: 201.779[s] Speed: 58.0[samples/s]
2024-05-01 03:13:24 transreid.train INFO: Epoch[65] Iter[10/186] Loss: 0.030, Acc: 0.997, Base Lr: 3.49e-03
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2024-05-01 03:16:37 transreid.train INFO: Epoch 65 done. Time per epoch: 205.206[s] Speed: 57.4[samples/s]
2024-05-01 03:16:49 transreid.train INFO: Epoch[66] Iter[10/186] Loss: 0.044, Acc: 0.994, Base Lr: 3.38e-03
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2024-05-01 03:20:01 transreid.train INFO: Epoch 66 done. Time per epoch: 204.117[s] Speed: 57.4[samples/s]
2024-05-01 03:20:12 transreid.train INFO: Epoch[67] Iter[10/186] Loss: 0.015, Acc: 1.000, Base Lr: 3.28e-03
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2024-05-01 03:23:23 transreid.train INFO: Epoch 67 done. Time per epoch: 202.381[s] Speed: 58.2[samples/s]
2024-05-01 03:23:35 transreid.train INFO: Epoch[68] Iter[10/186] Loss: 0.018, Acc: 1.000, Base Lr: 3.18e-03
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2024-05-01 03:26:45 transreid.train INFO: Epoch 68 done. Time per epoch: 201.487[s] Speed: 58.1[samples/s]
2024-05-01 03:26:57 transreid.train INFO: Epoch[69] Iter[10/186] Loss: 0.020, Acc: 1.000, Base Lr: 3.08e-03
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2024-05-01 03:30:04 transreid.train INFO: Epoch 69 done. Time per epoch: 199.331[s] Speed: 59.1[samples/s]
2024-05-01 03:30:16 transreid.train INFO: Epoch[70] Iter[10/186] Loss: 0.018, Acc: 1.000, Base Lr: 2.97e-03
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2024-05-01 03:33:25 transreid.train INFO: Epoch 70 done. Time per epoch: 200.400[s] Speed: 58.4[samples/s]
2024-05-01 03:33:36 transreid.train INFO: Epoch[71] Iter[10/186] Loss: 0.015, Acc: 1.000, Base Lr: 2.87e-03
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2024-05-01 03:36:46 transreid.train INFO: Epoch 71 done. Time per epoch: 201.616[s] Speed: 58.4[samples/s]
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2024-05-01 03:40:05 transreid.train INFO: Epoch 72 done. Time per epoch: 198.436[s] Speed: 59.0[samples/s]
2024-05-01 03:40:16 transreid.train INFO: Epoch[73] Iter[10/186] Loss: 0.020, Acc: 1.000, Base Lr: 2.68e-03
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2024-05-01 03:43:25 transreid.train INFO: Epoch 73 done. Time per epoch: 200.276[s] Speed: 58.5[samples/s]
2024-05-01 03:43:36 transreid.train INFO: Epoch[74] Iter[10/186] Loss: 0.016, Acc: 1.000, Base Lr: 2.58e-03
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2024-05-01 03:46:46 transreid.train INFO: Epoch 74 done. Time per epoch: 201.270[s] Speed: 58.2[samples/s]
2024-05-01 03:46:58 transreid.train INFO: Epoch[75] Iter[10/186] Loss: 0.014, Acc: 1.000, Base Lr: 2.48e-03
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2024-05-01 03:50:06 transreid.train INFO: Epoch 75 done. Time per epoch: 199.418[s] Speed: 58.7[samples/s]
2024-05-01 03:50:17 transreid.train INFO: Epoch[76] Iter[10/186] Loss: 0.029, Acc: 0.997, Base Lr: 2.38e-03
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2024-05-01 03:53:26 transreid.train INFO: Epoch 76 done. Time per epoch: 200.202[s] Speed: 58.5[samples/s]
2024-05-01 03:53:37 transreid.train INFO: Epoch[77] Iter[10/186] Loss: 0.018, Acc: 1.000, Base Lr: 2.29e-03
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2024-05-01 03:56:46 transreid.train INFO: Epoch 77 done. Time per epoch: 200.573[s] Speed: 58.4[samples/s]
2024-05-01 03:56:58 transreid.train INFO: Epoch[78] Iter[10/186] Loss: 0.024, Acc: 0.998, Base Lr: 2.20e-03
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2024-05-01 04:00:05 transreid.train INFO: Epoch 78 done. Time per epoch: 198.938[s] Speed: 58.9[samples/s]
2024-05-01 04:00:17 transreid.train INFO: Epoch[79] Iter[10/186] Loss: 0.023, Acc: 1.000, Base Lr: 2.10e-03
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2024-05-01 04:03:27 transreid.train INFO: Epoch 79 done. Time per epoch: 201.757[s] Speed: 58.4[samples/s]
2024-05-01 04:03:39 transreid.train INFO: Epoch[80] Iter[10/186] Loss: 0.022, Acc: 0.998, Base Lr: 2.01e-03
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2024-05-01 04:06:47 transreid.train INFO: Epoch 80 done. Time per epoch: 199.914[s] Speed: 58.6[samples/s]
2024-05-01 04:08:31 transreid.train INFO: Validation Results - Epoch: 80
2024-05-01 04:08:31 transreid.train INFO: mAP: 85.5%
2024-05-01 04:08:31 transreid.train INFO: CMC curve, Rank-1  :93.8%
2024-05-01 04:08:31 transreid.train INFO: CMC curve, Rank-5  :98.1%
2024-05-01 04:08:31 transreid.train INFO: CMC curve, Rank-10 :98.9%
2024-05-01 04:08:43 transreid.train INFO: Epoch[81] Iter[10/186] Loss: 0.014, Acc: 0.998, Base Lr: 1.92e-03
2024-05-01 04:08:54 transreid.train INFO: Epoch[81] Iter[20/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.92e-03
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2024-05-01 04:11:38 transreid.train INFO: Epoch[81] Iter[170/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.92e-03
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2024-05-01 04:11:55 transreid.train INFO: Epoch 81 done. Time per epoch: 204.006[s] Speed: 58.0[samples/s]
2024-05-01 04:12:07 transreid.train INFO: Epoch[82] Iter[10/186] Loss: 0.023, Acc: 0.997, Base Lr: 1.83e-03
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2024-05-01 04:14:51 transreid.train INFO: Epoch[82] Iter[160/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.83e-03
2024-05-01 04:15:01 transreid.train INFO: Epoch[82] Iter[170/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.83e-03
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2024-05-01 04:15:16 transreid.train INFO: Epoch 82 done. Time per epoch: 201.008[s] Speed: 58.3[samples/s]
2024-05-01 04:15:28 transreid.train INFO: Epoch[83] Iter[10/186] Loss: 0.029, Acc: 0.997, Base Lr: 1.75e-03
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2024-05-01 04:17:59 transreid.train INFO: Epoch[83] Iter[150/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.75e-03
2024-05-01 04:18:10 transreid.train INFO: Epoch[83] Iter[160/186] Loss: 0.016, Acc: 0.999, Base Lr: 1.75e-03
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2024-05-01 04:18:36 transreid.train INFO: Epoch 83 done. Time per epoch: 200.205[s] Speed: 58.8[samples/s]
2024-05-01 04:18:48 transreid.train INFO: Epoch[84] Iter[10/186] Loss: 0.026, Acc: 0.997, Base Lr: 1.66e-03
2024-05-01 04:18:59 transreid.train INFO: Epoch[84] Iter[20/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.66e-03
2024-05-01 04:19:10 transreid.train INFO: Epoch[84] Iter[30/186] Loss: 0.027, Acc: 0.998, Base Lr: 1.66e-03
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2024-05-01 04:20:05 transreid.train INFO: Epoch[84] Iter[80/186] Loss: 0.022, Acc: 0.999, Base Lr: 1.66e-03
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2024-05-01 04:21:10 transreid.train INFO: Epoch[84] Iter[140/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.66e-03
2024-05-01 04:21:21 transreid.train INFO: Epoch[84] Iter[150/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.66e-03
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2024-05-01 04:21:58 transreid.train INFO: Epoch 84 done. Time per epoch: 201.839[s] Speed: 58.0[samples/s]
2024-05-01 04:22:09 transreid.train INFO: Epoch[85] Iter[10/186] Loss: 0.021, Acc: 0.998, Base Lr: 1.58e-03
2024-05-01 04:22:20 transreid.train INFO: Epoch[85] Iter[20/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.58e-03
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2024-05-01 04:23:04 transreid.train INFO: Epoch[85] Iter[60/186] Loss: 0.020, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 04:23:15 transreid.train INFO: Epoch[85] Iter[70/186] Loss: 0.019, Acc: 0.999, Base Lr: 1.58e-03
2024-05-01 04:23:26 transreid.train INFO: Epoch[85] Iter[80/186] Loss: 0.018, Acc: 0.999, Base Lr: 1.58e-03
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2024-05-01 04:25:19 transreid.train INFO: Epoch 85 done. Time per epoch: 201.353[s] Speed: 58.2[samples/s]
2024-05-01 04:25:31 transreid.train INFO: Epoch[86] Iter[10/186] Loss: 0.015, Acc: 0.998, Base Lr: 1.50e-03
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2024-05-01 04:27:10 transreid.train INFO: Epoch[86] Iter[100/186] Loss: 0.017, Acc: 0.999, Base Lr: 1.50e-03
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2024-05-01 04:28:38 transreid.train INFO: Epoch 86 done. Time per epoch: 199.349[s] Speed: 58.8[samples/s]
2024-05-01 04:28:50 transreid.train INFO: Epoch[87] Iter[10/186] Loss: 0.029, Acc: 1.000, Base Lr: 1.42e-03
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2024-05-01 04:31:59 transreid.train INFO: Epoch 87 done. Time per epoch: 201.026[s] Speed: 58.3[samples/s]
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2024-05-01 04:35:17 transreid.train INFO: Epoch 88 done. Time per epoch: 197.877[s] Speed: 59.2[samples/s]
2024-05-01 04:35:29 transreid.train INFO: Epoch[89] Iter[10/186] Loss: 0.012, Acc: 1.000, Base Lr: 1.26e-03
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2024-05-01 04:38:33 transreid.train INFO: Epoch 89 done. Time per epoch: 195.761[s] Speed: 60.2[samples/s]
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2024-05-01 04:41:50 transreid.train INFO: Epoch 90 done. Time per epoch: 197.044[s] Speed: 59.4[samples/s]
2024-05-01 04:42:02 transreid.train INFO: Epoch[91] Iter[10/186] Loss: 0.016, Acc: 0.998, Base Lr: 1.11e-03
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2024-05-01 04:45:07 transreid.train INFO: Epoch 91 done. Time per epoch: 196.619[s] Speed: 59.6[samples/s]
2024-05-01 04:45:18 transreid.train INFO: Epoch[92] Iter[10/186] Loss: 0.019, Acc: 0.998, Base Lr: 1.04e-03
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2024-05-01 04:48:21 transreid.train INFO: Epoch 92 done. Time per epoch: 194.324[s] Speed: 60.3[samples/s]
2024-05-01 04:48:33 transreid.train INFO: Epoch[93] Iter[10/186] Loss: 0.014, Acc: 0.997, Base Lr: 9.72e-04
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2024-05-01 04:51:38 transreid.train INFO: Epoch 93 done. Time per epoch: 196.741[s] Speed: 59.5[samples/s]
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2024-05-01 04:54:55 transreid.train INFO: Epoch 94 done. Time per epoch: 196.707[s] Speed: 59.5[samples/s]
2024-05-01 04:55:06 transreid.train INFO: Epoch[95] Iter[10/186] Loss: 0.017, Acc: 0.997, Base Lr: 8.41e-04
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2024-05-01 04:58:10 transreid.train INFO: Epoch 95 done. Time per epoch: 195.317[s] Speed: 60.3[samples/s]
2024-05-01 04:58:21 transreid.train INFO: Epoch[96] Iter[10/186] Loss: 0.017, Acc: 1.000, Base Lr: 7.78e-04
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2024-05-01 05:01:27 transreid.train INFO: Epoch 96 done. Time per epoch: 196.908[s] Speed: 59.5[samples/s]
2024-05-01 05:01:38 transreid.train INFO: Epoch[97] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 7.18e-04
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2024-05-01 05:04:44 transreid.train INFO: Epoch 97 done. Time per epoch: 197.403[s] Speed: 59.7[samples/s]
2024-05-01 05:04:53 transreid.train INFO: Epoch[98] Iter[10/186] Loss: 0.021, Acc: 0.997, Base Lr: 6.60e-04
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2024-05-01 05:07:59 transreid.train INFO: Epoch 98 done. Time per epoch: 194.808[s] Speed: 60.4[samples/s]
2024-05-01 05:08:11 transreid.train INFO: Epoch[99] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 6.04e-04
2024-05-01 05:08:21 transreid.train INFO: Epoch[99] Iter[20/186] Loss: 0.019, Acc: 0.999, Base Lr: 6.04e-04
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2024-05-01 05:10:50 transreid.train INFO: Epoch[99] Iter[160/186] Loss: 0.014, Acc: 1.000, Base Lr: 6.04e-04
2024-05-01 05:11:01 transreid.train INFO: Epoch[99] Iter[170/186] Loss: 0.014, Acc: 1.000, Base Lr: 6.04e-04
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2024-05-01 05:11:16 transreid.train INFO: Epoch 99 done. Time per epoch: 197.139[s] Speed: 59.7[samples/s]
2024-05-01 05:11:28 transreid.train INFO: Epoch[100] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 5.51e-04
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2024-05-01 05:14:31 transreid.train INFO: Epoch 100 done. Time per epoch: 194.850[s] Speed: 60.4[samples/s]
2024-05-01 05:16:15 transreid.train INFO: Validation Results - Epoch: 100
2024-05-01 05:16:15 transreid.train INFO: mAP: 85.9%
2024-05-01 05:16:15 transreid.train INFO: CMC curve, Rank-1  :94.0%
2024-05-01 05:16:15 transreid.train INFO: CMC curve, Rank-5  :98.1%
2024-05-01 05:16:15 transreid.train INFO: CMC curve, Rank-10 :98.8%
2024-05-01 05:16:27 transreid.train INFO: Epoch[101] Iter[10/186] Loss: 0.026, Acc: 0.998, Base Lr: 5.00e-04
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2024-05-01 05:19:07 transreid.train INFO: Epoch[101] Iter[160/186] Loss: 0.014, Acc: 0.999, Base Lr: 5.00e-04
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2024-05-01 05:19:31 transreid.train INFO: Epoch 101 done. Time per epoch: 196.302[s] Speed: 59.7[samples/s]
2024-05-01 05:19:43 transreid.train INFO: Epoch[102] Iter[10/186] Loss: 0.022, Acc: 0.998, Base Lr: 4.51e-04
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2024-05-01 05:22:47 transreid.train INFO: Epoch 102 done. Time per epoch: 196.042[s] Speed: 59.7[samples/s]
2024-05-01 05:22:59 transreid.train INFO: Epoch[103] Iter[10/186] Loss: 0.011, Acc: 0.998, Base Lr: 4.05e-04
2024-05-01 05:23:10 transreid.train INFO: Epoch[103] Iter[20/186] Loss: 0.012, Acc: 0.998, Base Lr: 4.05e-04
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2024-05-01 05:26:02 transreid.train INFO: Epoch 103 done. Time per epoch: 194.892[s] Speed: 60.4[samples/s]
2024-05-01 05:26:14 transreid.train INFO: Epoch[104] Iter[10/186] Loss: 0.013, Acc: 1.000, Base Lr: 3.61e-04
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2024-05-01 05:29:19 transreid.train INFO: Epoch 104 done. Time per epoch: 196.572[s] Speed: 59.9[samples/s]
2024-05-01 05:29:30 transreid.train INFO: Epoch[105] Iter[10/186] Loss: 0.016, Acc: 1.000, Base Lr: 3.20e-04
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2024-05-01 05:32:35 transreid.train INFO: Epoch 105 done. Time per epoch: 195.974[s] Speed: 59.8[samples/s]
2024-05-01 05:32:46 transreid.train INFO: Epoch[106] Iter[10/186] Loss: 0.027, Acc: 0.997, Base Lr: 2.81e-04
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2024-05-01 05:35:50 transreid.train INFO: Epoch 106 done. Time per epoch: 194.794[s] Speed: 60.5[samples/s]
2024-05-01 05:36:01 transreid.train INFO: Epoch[107] Iter[10/186] Loss: 0.014, Acc: 0.998, Base Lr: 2.45e-04
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2024-05-01 05:39:07 transreid.train INFO: Epoch 107 done. Time per epoch: 196.964[s] Speed: 59.8[samples/s]
2024-05-01 05:39:18 transreid.train INFO: Epoch[108] Iter[10/186] Loss: 0.015, Acc: 0.998, Base Lr: 2.11e-04
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2024-05-01 05:42:21 transreid.train INFO: Epoch 108 done. Time per epoch: 194.764[s] Speed: 60.5[samples/s]
2024-05-01 05:42:33 transreid.train INFO: Epoch[109] Iter[10/186] Loss: 0.020, Acc: 0.998, Base Lr: 1.80e-04
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2024-05-01 05:45:38 transreid.train INFO: Epoch 109 done. Time per epoch: 196.846[s] Speed: 59.8[samples/s]
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2024-05-01 05:48:54 transreid.train INFO: Epoch 110 done. Time per epoch: 196.110[s] Speed: 59.7[samples/s]
2024-05-01 05:49:06 transreid.train INFO: Epoch[111] Iter[10/186] Loss: 0.026, Acc: 0.998, Base Lr: 1.26e-04
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2024-05-01 05:52:09 transreid.train INFO: Epoch 111 done. Time per epoch: 194.675[s] Speed: 60.5[samples/s]
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2024-05-01 05:55:26 transreid.train INFO: Epoch 112 done. Time per epoch: 196.650[s] Speed: 59.9[samples/s]
2024-05-01 05:55:37 transreid.train INFO: Epoch[113] Iter[10/186] Loss: 0.016, Acc: 1.000, Base Lr: 8.28e-05
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2024-05-01 05:58:42 transreid.train INFO: Epoch 113 done. Time per epoch: 195.940[s] Speed: 59.8[samples/s]
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2024-05-01 06:01:57 transreid.train INFO: Epoch 114 done. Time per epoch: 195.097[s] Speed: 60.4[samples/s]
2024-05-01 06:02:08 transreid.train INFO: Epoch[115] Iter[10/186] Loss: 0.010, Acc: 0.998, Base Lr: 5.02e-05
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2024-05-01 06:05:14 transreid.train INFO: Epoch 115 done. Time per epoch: 196.836[s] Speed: 59.5[samples/s]
2024-05-01 06:05:25 transreid.train INFO: Epoch[116] Iter[10/186] Loss: 0.016, Acc: 1.000, Base Lr: 3.79e-05
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2024-05-01 06:08:31 transreid.train INFO: Epoch 116 done. Time per epoch: 197.359[s] Speed: 59.7[samples/s]
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2024-05-01 06:12:00 transreid.train INFO: Epoch 117 done. Time per epoch: 208.971[s] Speed: 56.4[samples/s]
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2024-05-01 06:15:48 transreid.train INFO: Epoch 118 done. Time per epoch: 227.996[s] Speed: 51.7[samples/s]
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2024-05-01 06:17:49 transreid.train INFO: Epoch[119] Iter[100/186] Loss: 0.014, Acc: 1.000, Base Lr: 1.74e-05
2024-05-01 06:17:54 transreid.train INFO: Epoch[119] Iter[110/186] Loss: 0.014, Acc: 1.000, Base Lr: 1.74e-05
2024-05-01 06:18:00 transreid.train INFO: Epoch[119] Iter[120/186] Loss: 0.014, Acc: 0.999, Base Lr: 1.74e-05
2024-05-01 06:18:05 transreid.train INFO: Epoch[119] Iter[130/186] Loss: 0.013, Acc: 1.000, Base Lr: 1.74e-05
2024-05-01 06:18:11 transreid.train INFO: Epoch[119] Iter[140/186] Loss: 0.013, Acc: 1.000, Base Lr: 1.74e-05
2024-05-01 06:18:17 transreid.train INFO: Epoch[119] Iter[150/186] Loss: 0.013, Acc: 1.000, Base Lr: 1.74e-05
2024-05-01 06:18:22 transreid.train INFO: Epoch[119] Iter[160/186] Loss: 0.013, Acc: 1.000, Base Lr: 1.74e-05
2024-05-01 06:18:27 transreid.train INFO: Epoch[119] Iter[170/186] Loss: 0.012, Acc: 1.000, Base Lr: 1.74e-05
2024-05-01 06:18:33 transreid.train INFO: Epoch[119] Iter[180/186] Loss: 0.012, Acc: 1.000, Base Lr: 1.74e-05
2024-05-01 06:18:35 transreid.train INFO: Epoch 119 done. Time per epoch: 167.427[s] Speed: 70.3[samples/s]
2024-05-01 06:18:41 transreid.train INFO: Epoch[120] Iter[10/186] Loss: 0.015, Acc: 1.000, Base Lr: 1.60e-05
2024-05-01 06:18:47 transreid.train INFO: Epoch[120] Iter[20/186] Loss: 0.013, Acc: 1.000, Base Lr: 1.60e-05
2024-05-01 06:18:52 transreid.train INFO: Epoch[120] Iter[30/186] Loss: 0.013, Acc: 1.000, Base Lr: 1.60e-05
2024-05-01 06:18:58 transreid.train INFO: Epoch[120] Iter[40/186] Loss: 0.013, Acc: 1.000, Base Lr: 1.60e-05
2024-05-01 06:19:03 transreid.train INFO: Epoch[120] Iter[50/186] Loss: 0.012, Acc: 1.000, Base Lr: 1.60e-05
2024-05-01 06:19:09 transreid.train INFO: Epoch[120] Iter[60/186] Loss: 0.011, Acc: 1.000, Base Lr: 1.60e-05
2024-05-01 06:19:14 transreid.train INFO: Epoch[120] Iter[70/186] Loss: 0.013, Acc: 1.000, Base Lr: 1.60e-05
2024-05-01 06:19:20 transreid.train INFO: Epoch[120] Iter[80/186] Loss: 0.013, Acc: 1.000, Base Lr: 1.60e-05
2024-05-01 06:19:25 transreid.train INFO: Epoch[120] Iter[90/186] Loss: 0.012, Acc: 1.000, Base Lr: 1.60e-05
2024-05-01 06:19:31 transreid.train INFO: Epoch[120] Iter[100/186] Loss: 0.013, Acc: 1.000, Base Lr: 1.60e-05
2024-05-01 06:19:36 transreid.train INFO: Epoch[120] Iter[110/186] Loss: 0.012, Acc: 1.000, Base Lr: 1.60e-05
2024-05-01 06:19:42 transreid.train INFO: Epoch[120] Iter[120/186] Loss: 0.013, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 06:19:47 transreid.train INFO: Epoch[120] Iter[130/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 06:19:53 transreid.train INFO: Epoch[120] Iter[140/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 06:19:59 transreid.train INFO: Epoch[120] Iter[150/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 06:20:10 transreid.train INFO: Epoch[120] Iter[160/186] Loss: 0.012, Acc: 1.000, Base Lr: 1.60e-05
2024-05-01 06:20:21 transreid.train INFO: Epoch[120] Iter[170/186] Loss: 0.012, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 06:20:31 transreid.train INFO: Epoch[120] Iter[180/186] Loss: 0.011, Acc: 0.999, Base Lr: 1.60e-05
2024-05-01 06:20:36 transreid.train INFO: Epoch 120 done. Time per epoch: 120.402[s] Speed: 97.8[samples/s]
2024-05-01 06:22:19 transreid.train INFO: Validation Results - Epoch: 120
2024-05-01 06:22:19 transreid.train INFO: mAP: 86.1%
2024-05-01 06:22:19 transreid.train INFO: CMC curve, Rank-1  :94.1%
2024-05-01 06:22:19 transreid.train INFO: CMC curve, Rank-5  :98.2%
2024-05-01 06:22:19 transreid.train INFO: CMC curve, Rank-10 :98.8%
