[05/04 17:52:41] fastreid INFO: Rank of current process: 0. World size: 4
[05/04 17:52:42] fastreid INFO: Environment info:
----------------------  ----------------------------------------------------------------------------------------------
sys.platform            linux
Python                  3.10.13 (main, Sep 11 2023, 13:44:35) [GCC 11.2.0]
numpy                   1.25.2
fastreid                0.1.0 @/home/ma-user/work/Projects/ReIDNet_Finetune/FastReID/./fastreid
FASTREID_ENV_MODULE     <not set>
PyTorch                 1.12.1+cu113 @/home/ma-user/anaconda3/envs/Generate3D/lib/python3.10/site-packages/torch
PyTorch debug build     False
GPU available           True
GPU 0,1,2,3             Tesla V100S-PCIE-32GB
CUDA_HOME               /usr/local/cuda
Pillow                  10.1.0
torchvision             0.13.1+cu113 @/home/ma-user/anaconda3/envs/Generate3D/lib/python3.10/site-packages/torchvision
torchvision arch flags  sm_35, sm_50, sm_60, sm_70, sm_75, sm_80, sm_86
fvcore                  0.1.5.post20221221
cv2                     4.8.0
----------------------  ----------------------------------------------------------------------------------------------
PyTorch built with:
  - GCC 9.3
  - C++ Version: 201402
  - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications
  - Intel(R) MKL-DNN v2.6.0 (Git Hash 52b5f107dd9cf10910aaa19cb47f3abf9b349815)
  - OpenMP 201511 (a.k.a. OpenMP 4.5)
  - LAPACK is enabled (usually provided by MKL)
  - NNPACK is enabled
  - CPU capability usage: AVX2
  - CUDA Runtime 11.3
  - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86
  - CuDNN 8.5  (built against CUDA 11.7)
    - Built with CuDNN 8.3.2
  - Magma 2.5.2
  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.3.2, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.12.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, 

[05/04 17:52:42] fastreid INFO: Command line arguments: Namespace(config_file='configs/CMDM/msmt17_mgn_R101ibn_lion.yml', finetune=False, resume=False, eval_only=False, num_gpus=4, num_machines=1, machine_rank=0, dist_url='tcp://127.0.0.1:41648', opts=[])
[05/04 17:52:42] fastreid INFO: Contents of args.config_file=configs/CMDM/msmt17_mgn_R101ibn_lion.yml:
_BASE_: "../Base-MGN.yml"

MODEL:
  BACKBONE:
    WITH_IBN: True
    EXTRA_BN: True
    DEPTH: "101x"
    PRETRAIN_PATH: "/home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet101_IBN.pth"
  PIXEL_MEAN: [123.675, 116.280, 103.530]
  PIXEL_STD: [58.395, 57.120, 57.375]

INPUT:
  REA:
    MEAN: [0.0, 0.0, 0.0]
  DO_AUTOAUG: False

SOLVER:
  HEADS_LR_FACTOR: 1.0
  BACKBONE_BN_LR_FACTOR: 1.0
  CHECKPOINT_PERIOD: -1

DATASETS:
  NAMES: ("MSMT17",)
  TESTS: ("MSMT17",)
  ROOT: "/home/ma-user/work/Datasets/ImageReID_Datasets/mixreid"

TEST:
  EVAL_PERIOD: 60

OUTPUT_DIR: "logs/msmt17/ResNet101IBN_LION_MGN"

[05/04 17:52:42] fastreid INFO: Running with full config:
CUDNN_BENCHMARK: True
DATALOADER:
  NAIVE_WAY: True
  NUM_INSTANCE: 16
  NUM_WORKERS: 8
  PK_SAMPLER: True
DATASETS:
  COMBINEALL: False
  IS_LMDB: False
  KWARGS: 
  NAMES: ('MSMT17',)
  ROOT: /home/ma-user/work/Datasets/ImageReID_Datasets/mixreid
  TESTS: ('MSMT17',)
INPUT:
  CJ:
    BRIGHTNESS: 0.15
    CONTRAST: 0.15
    ENABLED: False
    HUE: 0.1
    PROB: 0.8
    SATURATION: 0.1
  DO_AUGMIX: False
  DO_AUTOAUG: False
  DO_FLIP: True
  DO_PAD: True
  FLIP_PROB: 0.5
  PADDING: 10
  PADDING_MODE: constant
  REA:
    ENABLED: True
    MEAN: [0.0, 0.0, 0.0]
    PROB: 0.5
  RPT:
    ENABLED: False
    PROB: 0.5
  SIZE_TEST: [384, 128]
  SIZE_TRAIN: [384, 128]
MODEL:
  BACKBONE:
    DEPTH: 101x
    EXTRA_BN: True
    FEAT_DIM: 2048
    LAST_STRIDE: 1
    NAME: build_resnet_backbone
    NORM: BN
    PRETRAIN: True
    PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet101_IBN.pth
    WITH_IBN: True
    WITH_NL: False
    WITH_SE: False
  DEVICE: cuda
  FREEZE_LAYERS: ['backbone', 'b1', 'b2', 'b3']
  HEADS:
    CLS_LAYER: circleSoftmax
    EMBEDDING_DIM: 256
    MARGIN: 0.35
    NAME: EmbeddingHead
    NECK_FEAT: after
    NORM: BN
    NUM_CLASSES: 0
    POOL_LAYER: gempoolP
    SCALE: 64
    WITH_BNNECK: True
  LOSSES:
    CE:
      ALPHA: 0.2
      EPSILON: 0.1
      SCALE: 1.0
    CIRCLE:
      ALPHA: 128
      MARGIN: 0.25
      SCALE: 1.0
    FL:
      ALPHA: 0.25
      GAMMA: 2
      SCALE: 1.0
    NAME: ('CrossEntropyLoss', 'TripletLoss')
    TRI:
      HARD_MINING: True
      MARGIN: 0.0
      NORM_FEAT: False
      SCALE: 1.0
  META_ARCHITECTURE: MGN
  PIXEL_MEAN: [123.675, 116.28, 103.53]
  PIXEL_STD: [58.395, 57.12, 57.375]
  WEIGHTS: 
OUTPUT_DIR: logs/msmt17/ResNet101IBN_LION_MGN
SOLVER:
  AMP_ENABLED: False
  BACKBONE_BN_LR_FACTOR: 1.0
  BASE_LR: 0.00035
  BIAS_LR_FACTOR: 1.0
  CHECKPOINT_PERIOD: -1
  DELAY_ITERS: 30
  ETA_MIN_LR: 7.7e-07
  FREEZE_ITERS: 10
  GAMMA: 0.1
  HEADS_LR_FACTOR: 1.0
  IMS_PER_BATCH: 64
  MAX_ITER: 60
  MOMENTUM: 0.9
  OPT: Adam
  SCHED: WarmupCosineAnnealingLR
  STEPS: [40, 90]
  SWA:
    ENABLED: False
    ETA_MIN_LR: 3.5e-06
    ITER: 10
    LR_FACTOR: 10.0
    LR_SCHED: False
    PERIOD: 2
  WARMUP_FACTOR: 0.01
  WARMUP_ITERS: 10
  WARMUP_METHOD: linear
  WEIGHT_DECAY: 0.0005
  WEIGHT_DECAY_BIAS: 0.0005
TEST:
  AQE:
    ALPHA: 3.0
    ENABLED: False
    QE_K: 5
    QE_TIME: 1
  EVAL_PERIOD: 60
  IMS_PER_BATCH: 128
  METRIC: cosine
  PRECISE_BN:
    DATASET: Market1501
    ENABLED: False
    NUM_ITER: 300
  RERANK:
    ENABLED: False
    K1: 20
    K2: 6
    LAMBDA: 0.3
  ROC_ENABLED: False
[05/04 17:52:42] fastreid INFO: Full config saved to /home/ma-user/work/Projects/ReIDNet_Finetune/FastReID/logs/msmt17/ResNet101IBN_LION_MGN/config.yaml
[05/04 17:52:42] fastreid.utils.env INFO: Using a generated random seed 45713183
[05/04 17:52:42] fastreid.engine.defaults INFO: Prepare training set
[05/04 17:52:42] fastreid.data.datasets.bases INFO: => Loaded MSMT17 in csv format: 
[36m| subset   | # ids   | # images   | # cameras   |
|:---------|:--------|:-----------|:------------|
| train    | 1041    | 32621      | 15          |[0m
[05/04 17:52:42] fastreid.engine.defaults INFO: Auto-scaling the config to num_classes=1041, max_Iter=30540, wamrup_Iter=5090, freeze_Iter=5090, delay_Iter=15270, step_Iter=[20360, 45810], ckpt_Iter=-510, eval_Iter=30600.
[05/04 17:52:43] fastreid.modeling.backbones.resnet INFO: Loading pretrained model from /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet101_IBN.pth
[05/04 17:53:03] fastreid.engine.defaults INFO: Freeze layer group "backbone,b1,b2,b3" training for 5090 iterations
[05/04 17:53:03] fastreid.utils.checkpoint INFO: No checkpoint found. Training model from scratch
[05/04 17:53:03] fastreid.engine.train_loop INFO: Starting training from iteration 0
[05/04 17:54:51] fastreid.utils.events INFO:  eta: 4:16:37  iter: 199  total_loss: 56.62  loss_cls_b1: 6.424  loss_cls_b2: 6.292  loss_cls_b21: 6.408  loss_cls_b22: 6.394  loss_cls_b3: 6.414  loss_cls_b31: 6.47  loss_cls_b32: 6.45  loss_cls_b33: 6.42  loss_triplet_b1: 0.8577  loss_triplet_b2: 0.8338  loss_triplet_b3: 0.8687  loss_triplet_b22: 1.139  loss_triplet_b33: 1.546  time: 0.5098  data_time: 0.0007  lr: 1.70e-05  max_mem: 20462M
[05/04 17:56:34] fastreid.utils.events INFO:  eta: 4:14:47  iter: 399  total_loss: 56.19  loss_cls_b1: 6.347  loss_cls_b2: 6.265  loss_cls_b21: 6.387  loss_cls_b22: 6.322  loss_cls_b3: 6.344  loss_cls_b31: 6.202  loss_cls_b32: 6.259  loss_cls_b33: 6.315  loss_triplet_b1: 0.8704  loss_triplet_b2: 0.9001  loss_triplet_b3: 0.8918  loss_triplet_b22: 1.222  loss_triplet_b33: 1.59  time: 0.5086  data_time: 0.0004  lr: 3.07e-05  max_mem: 20462M
[05/04 17:58:16] fastreid.utils.events INFO:  eta: 4:12:59  iter: 599  total_loss: 55.15  loss_cls_b1: 6.291  loss_cls_b2: 6.245  loss_cls_b21: 6.207  loss_cls_b22: 6.307  loss_cls_b3: 6.256  loss_cls_b31: 6.314  loss_cls_b32: 6.234  loss_cls_b33: 6.377  loss_triplet_b1: 0.7931  loss_triplet_b2: 0.7812  loss_triplet_b3: 0.7938  loss_triplet_b22: 1.086  loss_triplet_b33: 1.468  time: 0.5082  data_time: 0.0007  lr: 4.43e-05  max_mem: 20462M
[05/04 17:59:58] fastreid.utils.events INFO:  eta: 4:11:14  iter: 799  total_loss: 53.7  loss_cls_b1: 6.091  loss_cls_b2: 5.997  loss_cls_b21: 6.217  loss_cls_b22: 6.15  loss_cls_b3: 6.086  loss_cls_b31: 6.116  loss_cls_b32: 6.159  loss_cls_b33: 6.23  loss_triplet_b1: 0.7758  loss_triplet_b2: 0.7293  loss_triplet_b3: 0.7505  loss_triplet_b22: 1.056  loss_triplet_b33: 1.489  time: 0.5081  data_time: 0.0005  lr: 5.79e-05  max_mem: 20462M
[05/04 18:01:40] fastreid.utils.events INFO:  eta: 4:09:33  iter: 999  total_loss: 53.1  loss_cls_b1: 6.12  loss_cls_b2: 5.94  loss_cls_b21: 6.131  loss_cls_b22: 6.086  loss_cls_b3: 6.068  loss_cls_b31: 6.127  loss_cls_b32: 6.106  loss_cls_b33: 6.168  loss_triplet_b1: 0.6788  loss_triplet_b2: 0.7172  loss_triplet_b3: 0.7256  loss_triplet_b22: 1.012  loss_triplet_b33: 1.293  time: 0.5079  data_time: 0.0007  lr: 7.15e-05  max_mem: 20462M
[05/04 18:03:23] fastreid.utils.events INFO:  eta: 4:07:49  iter: 1199  total_loss: 51.9  loss_cls_b1: 5.849  loss_cls_b2: 5.936  loss_cls_b21: 5.932  loss_cls_b22: 5.987  loss_cls_b3: 5.877  loss_cls_b31: 5.926  loss_cls_b32: 5.898  loss_cls_b33: 6.03  loss_triplet_b1: 0.6995  loss_triplet_b2: 0.7  loss_triplet_b3: 0.7034  loss_triplet_b22: 0.9769  loss_triplet_b33: 1.288  time: 0.5081  data_time: 0.0005  lr: 8.51e-05  max_mem: 20462M
[05/04 18:05:05] fastreid.utils.events INFO:  eta: 4:06:06  iter: 1399  total_loss: 50.74  loss_cls_b1: 5.784  loss_cls_b2: 5.882  loss_cls_b21: 5.913  loss_cls_b22: 5.75  loss_cls_b3: 5.799  loss_cls_b31: 5.851  loss_cls_b32: 5.806  loss_cls_b33: 5.97  loss_triplet_b1: 0.6921  loss_triplet_b2: 0.6917  loss_triplet_b3: 0.6593  loss_triplet_b22: 0.9879  loss_triplet_b33: 1.325  time: 0.5080  data_time: 0.0008  lr: 9.87e-05  max_mem: 20462M
[05/04 18:06:48] fastreid.utils.events INFO:  eta: 4:04:28  iter: 1599  total_loss: 48.62  loss_cls_b1: 5.564  loss_cls_b2: 5.41  loss_cls_b21: 5.527  loss_cls_b22: 5.723  loss_cls_b3: 5.431  loss_cls_b31: 5.546  loss_cls_b32: 5.56  loss_cls_b33: 5.723  loss_triplet_b1: 0.6688  loss_triplet_b2: 0.6876  loss_triplet_b3: 0.6823  loss_triplet_b22: 0.9268  loss_triplet_b33: 1.197  time: 0.5083  data_time: 0.0005  lr: 1.12e-04  max_mem: 20462M
[05/04 18:08:30] fastreid.utils.events INFO:  eta: 4:02:53  iter: 1799  total_loss: 46.94  loss_cls_b1: 5.344  loss_cls_b2: 5.302  loss_cls_b21: 5.441  loss_cls_b22: 5.464  loss_cls_b3: 5.207  loss_cls_b31: 5.452  loss_cls_b32: 5.436  loss_cls_b33: 5.484  loss_triplet_b1: 0.6298  loss_triplet_b2: 0.6085  loss_triplet_b3: 0.5987  loss_triplet_b22: 0.8158  loss_triplet_b33: 1.063  time: 0.5083  data_time: 0.0008  lr: 1.26e-04  max_mem: 20462M
[05/04 18:10:13] fastreid.utils.events INFO:  eta: 4:01:09  iter: 1999  total_loss: 45.81  loss_cls_b1: 5.173  loss_cls_b2: 5.122  loss_cls_b21: 5.187  loss_cls_b22: 5.369  loss_cls_b3: 5.316  loss_cls_b31: 5.225  loss_cls_b32: 5.259  loss_cls_b33: 5.387  loss_triplet_b1: 0.6322  loss_triplet_b2: 0.6414  loss_triplet_b3: 0.6075  loss_triplet_b22: 0.8411  loss_triplet_b33: 1.159  time: 0.5083  data_time: 0.0005  lr: 1.40e-04  max_mem: 20462M
[05/04 18:11:55] fastreid.utils.events INFO:  eta: 3:59:27  iter: 2199  total_loss: 43.77  loss_cls_b1: 4.941  loss_cls_b2: 4.857  loss_cls_b21: 5.007  loss_cls_b22: 5.032  loss_cls_b3: 4.809  loss_cls_b31: 5.212  loss_cls_b32: 5.033  loss_cls_b33: 5.103  loss_triplet_b1: 0.5534  loss_triplet_b2: 0.5605  loss_triplet_b3: 0.6037  loss_triplet_b22: 0.8232  loss_triplet_b33: 1.037  time: 0.5082  data_time: 0.0010  lr: 1.53e-04  max_mem: 20462M
[05/04 18:13:37] fastreid.utils.events INFO:  eta: 3:57:43  iter: 2399  total_loss: 41.55  loss_cls_b1: 4.662  loss_cls_b2: 4.753  loss_cls_b21: 4.781  loss_cls_b22: 4.86  loss_cls_b3: 4.713  loss_cls_b31: 4.789  loss_cls_b32: 4.786  loss_cls_b33: 4.992  loss_triplet_b1: 0.4791  loss_triplet_b2: 0.5186  loss_triplet_b3: 0.4949  loss_triplet_b22: 0.6491  loss_triplet_b33: 0.8316  time: 0.5081  data_time: 0.0006  lr: 1.67e-04  max_mem: 20462M
[05/04 18:15:19] fastreid.utils.events INFO:  eta: 3:55:59  iter: 2599  total_loss: 41.43  loss_cls_b1: 4.524  loss_cls_b2: 4.518  loss_cls_b21: 4.68  loss_cls_b22: 4.695  loss_cls_b3: 4.651  loss_cls_b31: 4.761  loss_cls_b32: 4.716  loss_cls_b33: 4.961  loss_triplet_b1: 0.5577  loss_triplet_b2: 0.5238  loss_triplet_b3: 0.5539  loss_triplet_b22: 0.7499  loss_triplet_b33: 0.8992  time: 0.5081  data_time: 0.0008  lr: 1.80e-04  max_mem: 20462M
[05/04 18:17:02] fastreid.utils.events INFO:  eta: 3:54:15  iter: 2799  total_loss: 39.81  loss_cls_b1: 4.451  loss_cls_b2: 4.534  loss_cls_b21: 4.697  loss_cls_b22: 4.632  loss_cls_b3: 4.526  loss_cls_b31: 4.754  loss_cls_b32: 4.652  loss_cls_b33: 4.717  loss_triplet_b1: 0.5105  loss_triplet_b2: 0.5366  loss_triplet_b3: 0.4914  loss_triplet_b22: 0.6594  loss_triplet_b33: 0.8587  time: 0.5083  data_time: 0.0006  lr: 1.94e-04  max_mem: 20462M
[05/04 18:18:44] fastreid.utils.events INFO:  eta: 3:52:31  iter: 2999  total_loss: 30.69  loss_cls_b1: 3.046  loss_cls_b2: 3.082  loss_cls_b21: 3.257  loss_cls_b22: 3.444  loss_cls_b3: 3.01  loss_cls_b31: 3.557  loss_cls_b32: 3.429  loss_cls_b33: 3.956  loss_triplet_b1: 0.4868  loss_triplet_b2: 0.4705  loss_triplet_b3: 0.4723  loss_triplet_b22: 0.6956  loss_triplet_b33: 0.8945  time: 0.5081  data_time: 0.0004  lr: 2.08e-04  max_mem: 20462M
[05/04 18:20:26] fastreid.utils.events INFO:  eta: 3:50:49  iter: 3199  total_loss: 32.65  loss_cls_b1: 3.437  loss_cls_b2: 3.426  loss_cls_b21: 3.666  loss_cls_b22: 3.925  loss_cls_b3: 3.558  loss_cls_b31: 3.837  loss_cls_b32: 3.762  loss_cls_b33: 4.29  loss_triplet_b1: 0.4165  loss_triplet_b2: 0.4131  loss_triplet_b3: 0.4557  loss_triplet_b22: 0.6045  loss_triplet_b33: 0.7552  time: 0.5081  data_time: 0.0006  lr: 2.21e-04  max_mem: 20462M
[05/04 18:22:09] fastreid.utils.events INFO:  eta: 3:49:07  iter: 3399  total_loss: 29.73  loss_cls_b1: 3.119  loss_cls_b2: 3.073  loss_cls_b21: 3.278  loss_cls_b22: 3.342  loss_cls_b3: 2.946  loss_cls_b31: 3.501  loss_cls_b32: 3.27  loss_cls_b33: 3.786  loss_triplet_b1: 0.47  loss_triplet_b2: 0.4586  loss_triplet_b3: 0.4469  loss_triplet_b22: 0.577  loss_triplet_b33: 0.7121  time: 0.5081  data_time: 0.0004  lr: 2.35e-04  max_mem: 20462M
[05/04 18:23:51] fastreid.utils.events INFO:  eta: 3:47:26  iter: 3599  total_loss: 31.51  loss_cls_b1: 3.484  loss_cls_b2: 3.313  loss_cls_b21: 3.646  loss_cls_b22: 3.758  loss_cls_b3: 3.408  loss_cls_b31: 3.834  loss_cls_b32: 3.706  loss_cls_b33: 4.033  loss_triplet_b1: 0.4574  loss_triplet_b2: 0.4947  loss_triplet_b3: 0.4441  loss_triplet_b22: 0.6603  loss_triplet_b33: 0.8111  time: 0.5080  data_time: 0.0008  lr: 2.49e-04  max_mem: 20462M
[05/04 18:25:33] fastreid.utils.events INFO:  eta: 3:45:43  iter: 3799  total_loss: 29.87  loss_cls_b1: 3.28  loss_cls_b2: 3.046  loss_cls_b21: 3.423  loss_cls_b22: 3.574  loss_cls_b3: 3.202  loss_cls_b31: 3.461  loss_cls_b32: 3.392  loss_cls_b33: 3.737  loss_triplet_b1: 0.4253  loss_triplet_b2: 0.4142  loss_triplet_b3: 0.4217  loss_triplet_b22: 0.5771  loss_triplet_b33: 0.7279  time: 0.5080  data_time: 0.0005  lr: 2.62e-04  max_mem: 20462M
[05/04 18:27:15] fastreid.utils.events INFO:  eta: 3:44:02  iter: 3999  total_loss: 30  loss_cls_b1: 3.211  loss_cls_b2: 3.111  loss_cls_b21: 3.32  loss_cls_b22: 3.59  loss_cls_b3: 3.14  loss_cls_b31: 3.639  loss_cls_b32: 3.433  loss_cls_b33: 3.77  loss_triplet_b1: 0.4018  loss_triplet_b2: 0.4374  loss_triplet_b3: 0.4062  loss_triplet_b22: 0.5728  loss_triplet_b33: 0.7035  time: 0.5079  data_time: 0.0008  lr: 2.76e-04  max_mem: 20462M
[05/04 18:28:58] fastreid.utils.events INFO:  eta: 3:42:20  iter: 4199  total_loss: 25.72  loss_cls_b1: 2.718  loss_cls_b2: 2.703  loss_cls_b21: 2.92  loss_cls_b22: 3.158  loss_cls_b3: 2.75  loss_cls_b31: 3.2  loss_cls_b32: 2.988  loss_cls_b33: 3.539  loss_triplet_b1: 0.4192  loss_triplet_b2: 0.3881  loss_triplet_b3: 0.4032  loss_triplet_b22: 0.4885  loss_triplet_b33: 0.6463  time: 0.5079  data_time: 0.0005  lr: 2.89e-04  max_mem: 20462M
[05/04 18:30:40] fastreid.utils.events INFO:  eta: 3:40:38  iter: 4399  total_loss: 28.13  loss_cls_b1: 2.918  loss_cls_b2: 2.956  loss_cls_b21: 3.24  loss_cls_b22: 3.234  loss_cls_b3: 2.921  loss_cls_b31: 3.347  loss_cls_b32: 3.251  loss_cls_b33: 3.692  loss_triplet_b1: 0.361  loss_triplet_b2: 0.3507  loss_triplet_b3: 0.3524  loss_triplet_b22: 0.4785  loss_triplet_b33: 0.6109  time: 0.5079  data_time: 0.0008  lr: 3.03e-04  max_mem: 20462M
[05/04 18:32:21] fastreid.utils.events INFO:  eta: 3:38:54  iter: 4599  total_loss: 26.4  loss_cls_b1: 2.734  loss_cls_b2: 2.743  loss_cls_b21: 2.919  loss_cls_b22: 3.066  loss_cls_b3: 2.692  loss_cls_b31: 3.148  loss_cls_b32: 3.173  loss_cls_b33: 3.377  loss_triplet_b1: 0.338  loss_triplet_b2: 0.3764  loss_triplet_b3: 0.3756  loss_triplet_b22: 0.5101  loss_triplet_b33: 0.6062  time: 0.5078  data_time: 0.0007  lr: 3.17e-04  max_mem: 20462M
[05/04 18:34:04] fastreid.utils.events INFO:  eta: 3:37:10  iter: 4799  total_loss: 26.79  loss_cls_b1: 2.924  loss_cls_b2: 2.864  loss_cls_b21: 3.025  loss_cls_b22: 3.313  loss_cls_b3: 2.832  loss_cls_b31: 3.297  loss_cls_b32: 3.149  loss_cls_b33: 3.602  loss_triplet_b1: 0.458  loss_triplet_b2: 0.4292  loss_triplet_b3: 0.4176  loss_triplet_b22: 0.5899  loss_triplet_b33: 0.6587  time: 0.5077  data_time: 0.0009  lr: 3.30e-04  max_mem: 20462M
[05/04 18:35:46] fastreid.utils.events INFO:  eta: 3:35:27  iter: 4999  total_loss: 23.99  loss_cls_b1: 2.589  loss_cls_b2: 2.537  loss_cls_b21: 2.75  loss_cls_b22: 2.855  loss_cls_b3: 2.55  loss_cls_b31: 2.929  loss_cls_b32: 2.905  loss_cls_b33: 3.311  loss_triplet_b1: 0.3642  loss_triplet_b2: 0.3177  loss_triplet_b3: 0.342  loss_triplet_b22: 0.4686  loss_triplet_b33: 0.5934  time: 0.5077  data_time: 0.0006  lr: 3.44e-04  max_mem: 20462M
[05/04 18:37:37] fastreid.utils.events INFO:  eta: 3:33:56  iter: 5199  total_loss: 30.9  loss_cls_b1: 3.422  loss_cls_b2: 3.228  loss_cls_b21: 3.498  loss_cls_b22: 3.662  loss_cls_b3: 3.209  loss_cls_b31: 3.644  loss_cls_b32: 3.519  loss_cls_b33: 3.862  loss_triplet_b1: 0.4517  loss_triplet_b2: 0.4075  loss_triplet_b3: 0.4576  loss_triplet_b22: 0.505  loss_triplet_b33: 0.6496  time: 0.5094  data_time: 0.0009  lr: 3.50e-04  max_mem: 20462M
[05/04 18:39:35] fastreid.utils.events INFO:  eta: 3:32:38  iter: 5399  total_loss: 28.1  loss_cls_b1: 2.979  loss_cls_b2: 2.892  loss_cls_b21: 3.313  loss_cls_b22: 3.25  loss_cls_b3: 2.947  loss_cls_b31: 3.386  loss_cls_b32: 3.269  loss_cls_b33: 3.521  loss_triplet_b1: 0.3742  loss_triplet_b2: 0.3258  loss_triplet_b3: 0.3372  loss_triplet_b22: 0.3718  loss_triplet_b33: 0.4757  time: 0.5120  data_time: 0.0007  lr: 3.50e-04  max_mem: 20462M
[05/04 18:41:33] fastreid.utils.events INFO:  eta: 3:58:54  iter: 5599  total_loss: 18.77  loss_cls_b1: 1.946  loss_cls_b2: 1.84  loss_cls_b21: 2.125  loss_cls_b22: 2.193  loss_cls_b3: 1.854  loss_cls_b31: 2.327  loss_cls_b32: 2.283  loss_cls_b33: 2.57  loss_triplet_b1: 0.2881  loss_triplet_b2: 0.2426  loss_triplet_b3: 0.2194  loss_triplet_b22: 0.3249  loss_triplet_b33: 0.3889  time: 0.5145  data_time: 0.0008  lr: 3.50e-04  max_mem: 20462M
[05/04 18:43:31] fastreid.utils.events INFO:  eta: 3:58:14  iter: 5799  total_loss: 24.35  loss_cls_b1: 2.711  loss_cls_b2: 2.604  loss_cls_b21: 2.978  loss_cls_b22: 3.084  loss_cls_b3: 2.574  loss_cls_b31: 3.219  loss_cls_b32: 3.007  loss_cls_b33: 3.275  loss_triplet_b1: 0.2693  loss_triplet_b2: 0.2668  loss_triplet_b3: 0.234  loss_triplet_b22: 0.3  loss_triplet_b33: 0.3302  time: 0.5167  data_time: 0.0007  lr: 3.50e-04  max_mem: 20462M
[05/04 18:45:28] fastreid.utils.events INFO:  eta: 3:56:43  iter: 5999  total_loss: 18.89  loss_cls_b1: 2.03  loss_cls_b2: 1.889  loss_cls_b21: 2.197  loss_cls_b22: 2.345  loss_cls_b3: 1.904  loss_cls_b31: 2.37  loss_cls_b32: 2.329  loss_cls_b33: 2.709  loss_triplet_b1: 0.2416  loss_triplet_b2: 0.1945  loss_triplet_b3: 0.2077  loss_triplet_b22: 0.234  loss_triplet_b33: 0.2785  time: 0.5189  data_time: 0.0004  lr: 3.50e-04  max_mem: 20462M
[05/04 18:47:27] fastreid.utils.events INFO:  eta: 3:54:53  iter: 6199  total_loss: 20  loss_cls_b1: 2.19  loss_cls_b2: 2.111  loss_cls_b21: 2.476  loss_cls_b22: 2.496  loss_cls_b3: 2.103  loss_cls_b31: 2.506  loss_cls_b32: 2.471  loss_cls_b33: 2.882  loss_triplet_b1: 0.1417  loss_triplet_b2: 0.1149  loss_triplet_b3: 0.1234  loss_triplet_b22: 0.1621  loss_triplet_b33: 0.1566  time: 0.5209  data_time: 0.0007  lr: 3.50e-04  max_mem: 20462M
[05/04 18:49:25] fastreid.utils.events INFO:  eta: 3:52:57  iter: 6399  total_loss: 18.8  loss_cls_b1: 1.894  loss_cls_b2: 1.908  loss_cls_b21: 2.205  loss_cls_b22: 2.453  loss_cls_b3: 1.907  loss_cls_b31: 2.324  loss_cls_b32: 2.355  loss_cls_b33: 2.766  loss_triplet_b1: 0.2103  loss_triplet_b2: 0.1871  loss_triplet_b3: 0.1841  loss_triplet_b22: 0.2595  loss_triplet_b33: 0.2956  time: 0.5228  data_time: 0.0005  lr: 3.50e-04  max_mem: 20462M
[05/04 18:51:23] fastreid.utils.events INFO:  eta: 3:51:09  iter: 6599  total_loss: 20.95  loss_cls_b1: 2.196  loss_cls_b2: 2.148  loss_cls_b21: 2.399  loss_cls_b22: 2.612  loss_cls_b3: 2.135  loss_cls_b31: 2.662  loss_cls_b32: 2.589  loss_cls_b33: 2.925  loss_triplet_b1: 0.1766  loss_triplet_b2: 0.1693  loss_triplet_b3: 0.1874  loss_triplet_b22: 0.1762  loss_triplet_b33: 0.2281  time: 0.5246  data_time: 0.0008  lr: 3.50e-04  max_mem: 20462M
[05/04 18:53:21] fastreid.utils.events INFO:  eta: 3:49:15  iter: 6799  total_loss: 18.85  loss_cls_b1: 2.042  loss_cls_b2: 1.927  loss_cls_b21: 2.233  loss_cls_b22: 2.411  loss_cls_b3: 1.951  loss_cls_b31: 2.373  loss_cls_b32: 2.432  loss_cls_b33: 2.646  loss_triplet_b1: 0.155  loss_triplet_b2: 0.1571  loss_triplet_b3: 0.1515  loss_triplet_b22: 0.1682  loss_triplet_b33: 0.1963  time: 0.5263  data_time: 0.0005  lr: 3.50e-04  max_mem: 20462M
[05/04 18:55:19] fastreid.utils.events INFO:  eta: 3:47:21  iter: 6999  total_loss: 17.84  loss_cls_b1: 1.973  loss_cls_b2: 1.923  loss_cls_b21: 2.143  loss_cls_b22: 2.293  loss_cls_b3: 1.925  loss_cls_b31: 2.236  loss_cls_b32: 2.333  loss_cls_b33: 2.588  loss_triplet_b1: 0.1492  loss_triplet_b2: 0.1272  loss_triplet_b3: 0.1073  loss_triplet_b22: 0.1303  loss_triplet_b33: 0.1443  time: 0.5279  data_time: 0.0007  lr: 3.50e-04  max_mem: 20462M
[05/04 18:57:17] fastreid.utils.events INFO:  eta: 3:45:22  iter: 7199  total_loss: 16.63  loss_cls_b1: 1.712  loss_cls_b2: 1.562  loss_cls_b21: 1.89  loss_cls_b22: 2.003  loss_cls_b3: 1.607  loss_cls_b31: 2.056  loss_cls_b32: 1.906  loss_cls_b33: 2.334  loss_triplet_b1: 0.1408  loss_triplet_b2: 0.1179  loss_triplet_b3: 0.1191  loss_triplet_b22: 0.144  loss_triplet_b33: 0.1634  time: 0.5294  data_time: 0.0005  lr: 3.50e-04  max_mem: 20462M
[05/04 18:59:15] fastreid.utils.events INFO:  eta: 3:43:18  iter: 7399  total_loss: 16  loss_cls_b1: 1.762  loss_cls_b2: 1.667  loss_cls_b21: 1.904  loss_cls_b22: 2.133  loss_cls_b3: 1.645  loss_cls_b31: 2.064  loss_cls_b32: 2.023  loss_cls_b33: 2.388  loss_triplet_b1: 0.1052  loss_triplet_b2: 0.07484  loss_triplet_b3: 0.09046  loss_triplet_b22: 0.08692  loss_triplet_b33: 0.09876  time: 0.5307  data_time: 0.0008  lr: 3.50e-04  max_mem: 20462M
[05/04 19:01:13] fastreid.utils.events INFO:  eta: 3:41:19  iter: 7599  total_loss: 15.89  loss_cls_b1: 1.714  loss_cls_b2: 1.613  loss_cls_b21: 1.932  loss_cls_b22: 2.064  loss_cls_b3: 1.664  loss_cls_b31: 2.115  loss_cls_b32: 2.025  loss_cls_b33: 2.294  loss_triplet_b1: 0.1661  loss_triplet_b2: 0.114  loss_triplet_b3: 0.09985  loss_triplet_b22: 0.11  loss_triplet_b33: 0.1213  time: 0.5320  data_time: 0.0006  lr: 3.50e-04  max_mem: 20462M
[05/04 19:03:11] fastreid.utils.events INFO:  eta: 3:39:24  iter: 7799  total_loss: 16.7  loss_cls_b1: 1.83  loss_cls_b2: 1.714  loss_cls_b21: 2.063  loss_cls_b22: 2.058  loss_cls_b3: 1.748  loss_cls_b31: 2.243  loss_cls_b32: 2.044  loss_cls_b33: 2.469  loss_triplet_b1: 0.1611  loss_triplet_b2: 0.1205  loss_triplet_b3: 0.1103  loss_triplet_b22: 0.1402  loss_triplet_b33: 0.1449  time: 0.5333  data_time: 0.0009  lr: 3.50e-04  max_mem: 20462M
[05/04 19:05:09] fastreid.utils.events INFO:  eta: 3:37:26  iter: 7999  total_loss: 15.5  loss_cls_b1: 1.727  loss_cls_b2: 1.608  loss_cls_b21: 1.878  loss_cls_b22: 2.061  loss_cls_b3: 1.669  loss_cls_b31: 1.994  loss_cls_b32: 2.063  loss_cls_b33: 2.276  loss_triplet_b1: 0.1054  loss_triplet_b2: 0.08503  loss_triplet_b3: 0.08519  loss_triplet_b22: 0.09399  loss_triplet_b33: 0.1069  time: 0.5345  data_time: 0.0006  lr: 3.50e-04  max_mem: 20462M
[05/04 19:07:07] fastreid.utils.events INFO:  eta: 3:35:31  iter: 8199  total_loss: 13.85  loss_cls_b1: 1.327  loss_cls_b2: 1.403  loss_cls_b21: 1.613  loss_cls_b22: 1.775  loss_cls_b3: 1.388  loss_cls_b31: 1.698  loss_cls_b32: 1.789  loss_cls_b33: 2.08  loss_triplet_b1: 0.1402  loss_triplet_b2: 0.1221  loss_triplet_b3: 0.1298  loss_triplet_b22: 0.1297  loss_triplet_b33: 0.1661  time: 0.5356  data_time: 0.0009  lr: 3.50e-04  max_mem: 20462M
[05/04 19:09:05] fastreid.utils.events INFO:  eta: 3:33:40  iter: 8399  total_loss: 14.82  loss_cls_b1: 1.555  loss_cls_b2: 1.499  loss_cls_b21: 1.582  loss_cls_b22: 1.881  loss_cls_b3: 1.564  loss_cls_b31: 1.748  loss_cls_b32: 1.826  loss_cls_b33: 2.118  loss_triplet_b1: 0.1123  loss_triplet_b2: 0.08663  loss_triplet_b3: 0.08234  loss_triplet_b22: 0.108  loss_triplet_b33: 0.1072  time: 0.5367  data_time: 0.0007  lr: 3.50e-04  max_mem: 20462M
[05/04 19:11:03] fastreid.utils.events INFO:  eta: 3:31:40  iter: 8599  total_loss: 10.89  loss_cls_b1: 1.174  loss_cls_b2: 1.071  loss_cls_b21: 1.352  loss_cls_b22: 1.406  loss_cls_b3: 1.036  loss_cls_b31: 1.472  loss_cls_b32: 1.389  loss_cls_b33: 1.636  loss_triplet_b1: 0.1129  loss_triplet_b2: 0.07233  loss_triplet_b3: 0.07613  loss_triplet_b22: 0.09267  loss_triplet_b33: 0.09856  time: 0.5377  data_time: 0.0004  lr: 3.50e-04  max_mem: 20462M
[05/04 19:13:00] fastreid.utils.events INFO:  eta: 3:29:39  iter: 8799  total_loss: 14.48  loss_cls_b1: 1.546  loss_cls_b2: 1.467  loss_cls_b21: 1.793  loss_cls_b22: 1.88  loss_cls_b3: 1.447  loss_cls_b31: 1.93  loss_cls_b32: 1.952  loss_cls_b33: 2.098  loss_triplet_b1: 0.09667  loss_triplet_b2: 0.06978  loss_triplet_b3: 0.08018  loss_triplet_b22: 0.07376  loss_triplet_b33: 0.07344  time: 0.5387  data_time: 0.0007  lr: 3.50e-04  max_mem: 20462M
[05/04 19:14:58] fastreid.utils.events INFO:  eta: 3:27:43  iter: 8999  total_loss: 12.47  loss_cls_b1: 1.234  loss_cls_b2: 1.214  loss_cls_b21: 1.422  loss_cls_b22: 1.65  loss_cls_b3: 1.197  loss_cls_b31: 1.65  loss_cls_b32: 1.64  loss_cls_b33: 1.889  loss_triplet_b1: 0.1029  loss_triplet_b2: 0.08017  loss_triplet_b3: 0.08143  loss_triplet_b22: 0.09046  loss_triplet_b33: 0.1074  time: 0.5396  data_time: 0.0005  lr: 3.50e-04  max_mem: 20462M
[05/04 19:16:57] fastreid.utils.events INFO:  eta: 3:25:46  iter: 9199  total_loss: 14.25  loss_cls_b1: 1.565  loss_cls_b2: 1.416  loss_cls_b21: 1.646  loss_cls_b22: 1.929  loss_cls_b3: 1.426  loss_cls_b31: 1.789  loss_cls_b32: 1.864  loss_cls_b33: 2.154  loss_triplet_b1: 0.1184  loss_triplet_b2: 0.09043  loss_triplet_b3: 0.08839  loss_triplet_b22: 0.1022  loss_triplet_b33: 0.09116  time: 0.5405  data_time: 0.0007  lr: 3.50e-04  max_mem: 20462M
[05/04 19:18:55] fastreid.utils.events INFO:  eta: 3:23:52  iter: 9399  total_loss: 11.64  loss_cls_b1: 1.329  loss_cls_b2: 1.147  loss_cls_b21: 1.414  loss_cls_b22: 1.535  loss_cls_b3: 1.113  loss_cls_b31: 1.491  loss_cls_b32: 1.535  loss_cls_b33: 1.815  loss_triplet_b1: 0.09148  loss_triplet_b2: 0.07181  loss_triplet_b3: 0.06866  loss_triplet_b22: 0.06886  loss_triplet_b33: 0.08847  time: 0.5414  data_time: 0.0005  lr: 3.50e-04  max_mem: 20462M
[05/04 19:20:52] fastreid.utils.events INFO:  eta: 3:21:56  iter: 9599  total_loss: 13.48  loss_cls_b1: 1.457  loss_cls_b2: 1.351  loss_cls_b21: 1.649  loss_cls_b22: 1.745  loss_cls_b3: 1.308  loss_cls_b31: 1.808  loss_cls_b32: 1.772  loss_cls_b33: 1.95  loss_triplet_b1: 0.1199  loss_triplet_b2: 0.08522  loss_triplet_b3: 0.08102  loss_triplet_b22: 0.07993  loss_triplet_b33: 0.09072  time: 0.5422  data_time: 0.0008  lr: 3.50e-04  max_mem: 20462M
[05/04 19:22:50] fastreid.utils.events INFO:  eta: 3:20:01  iter: 9799  total_loss: 13.03  loss_cls_b1: 1.411  loss_cls_b2: 1.262  loss_cls_b21: 1.456  loss_cls_b22: 1.758  loss_cls_b3: 1.249  loss_cls_b31: 1.691  loss_cls_b32: 1.716  loss_cls_b33: 1.971  loss_triplet_b1: 0.101  loss_triplet_b2: 0.07339  loss_triplet_b3: 0.07229  loss_triplet_b22: 0.0944  loss_triplet_b33: 0.07566  time: 0.5430  data_time: 0.0005  lr: 3.50e-04  max_mem: 20462M
[05/04 19:24:49] fastreid.utils.events INFO:  eta: 3:18:02  iter: 9999  total_loss: 13.43  loss_cls_b1: 1.44  loss_cls_b2: 1.33  loss_cls_b21: 1.665  loss_cls_b22: 1.68  loss_cls_b3: 1.347  loss_cls_b31: 1.778  loss_cls_b32: 1.742  loss_cls_b33: 1.981  loss_triplet_b1: 0.08464  loss_triplet_b2: 0.06275  loss_triplet_b3: 0.05828  loss_triplet_b22: 0.07351  loss_triplet_b33: 0.07737  time: 0.5437  data_time: 0.0008  lr: 3.50e-04  max_mem: 20462M
[05/04 19:26:46] fastreid.utils.events INFO:  eta: 3:16:05  iter: 10199  total_loss: 11.95  loss_cls_b1: 1.214  loss_cls_b2: 1.153  loss_cls_b21: 1.337  loss_cls_b22: 1.61  loss_cls_b3: 1.132  loss_cls_b31: 1.536  loss_cls_b32: 1.599  loss_cls_b33: 1.88  loss_triplet_b1: 0.1178  loss_triplet_b2: 0.1169  loss_triplet_b3: 0.09602  loss_triplet_b22: 0.1089  loss_triplet_b33: 0.1085  time: 0.5444  data_time: 0.0005  lr: 3.50e-04  max_mem: 20462M
[05/04 19:28:44] fastreid.utils.events INFO:  eta: 3:14:04  iter: 10399  total_loss: 12.86  loss_cls_b1: 1.393  loss_cls_b2: 1.307  loss_cls_b21: 1.561  loss_cls_b22: 1.728  loss_cls_b3: 1.314  loss_cls_b31: 1.699  loss_cls_b32: 1.64  loss_cls_b33: 1.934  loss_triplet_b1: 0.09035  loss_triplet_b2: 0.08101  loss_triplet_b3: 0.05909  loss_triplet_b22: 0.06412  loss_triplet_b33: 0.05619  time: 0.5451  data_time: 0.0008  lr: 3.50e-04  max_mem: 20462M
[05/04 19:30:42] fastreid.utils.events INFO:  eta: 3:12:09  iter: 10599  total_loss: 11.55  loss_cls_b1: 1.316  loss_cls_b2: 1.138  loss_cls_b21: 1.443  loss_cls_b22: 1.529  loss_cls_b3: 1.189  loss_cls_b31: 1.569  loss_cls_b32: 1.575  loss_cls_b33: 1.751  loss_triplet_b1: 0.07503  loss_triplet_b2: 0.0517  loss_triplet_b3: 0.05826  loss_triplet_b22: 0.06078  loss_triplet_b33: 0.0507  time: 0.5458  data_time: 0.0006  lr: 3.50e-04  max_mem: 20462M
[05/04 19:32:40] fastreid.utils.events INFO:  eta: 3:10:13  iter: 10799  total_loss: 13.36  loss_cls_b1: 1.394  loss_cls_b2: 1.283  loss_cls_b21: 1.502  loss_cls_b22: 1.742  loss_cls_b3: 1.283  loss_cls_b31: 1.621  loss_cls_b32: 1.666  loss_cls_b33: 1.901  loss_triplet_b1: 0.1181  loss_triplet_b2: 0.09115  loss_triplet_b3: 0.08304  loss_triplet_b22: 0.1071  loss_triplet_b33: 0.114  time: 0.5464  data_time: 0.0008  lr: 3.50e-04  max_mem: 20462M
[05/04 19:34:37] fastreid.utils.events INFO:  eta: 3:08:13  iter: 10999  total_loss: 12.74  loss_cls_b1: 1.405  loss_cls_b2: 1.273  loss_cls_b21: 1.503  loss_cls_b22: 1.682  loss_cls_b3: 1.304  loss_cls_b31: 1.542  loss_cls_b32: 1.612  loss_cls_b33: 1.969  loss_triplet_b1: 0.08883  loss_triplet_b2: 0.07023  loss_triplet_b3: 0.06846  loss_triplet_b22: 0.06824  loss_triplet_b33: 0.06468  time: 0.5470  data_time: 0.0006  lr: 3.50e-04  max_mem: 20462M
[05/04 19:36:35] fastreid.utils.events INFO:  eta: 3:06:18  iter: 11199  total_loss: 7.759  loss_cls_b1: 0.8216  loss_cls_b2: 0.7058  loss_cls_b21: 0.8623  loss_cls_b22: 1.051  loss_cls_b3: 0.7127  loss_cls_b31: 0.9451  loss_cls_b32: 1.007  loss_cls_b33: 1.229  loss_triplet_b1: 0.08308  loss_triplet_b2: 0.04851  loss_triplet_b3: 0.04573  loss_triplet_b22: 0.05744  loss_triplet_b33: 0.0588  time: 0.5476  data_time: 0.0006  lr: 3.50e-04  max_mem: 20462M
[05/04 19:38:33] fastreid.utils.events INFO:  eta: 3:04:24  iter: 11399  total_loss: 11.55  loss_cls_b1: 1.265  loss_cls_b2: 1.159  loss_cls_b21: 1.431  loss_cls_b22: 1.545  loss_cls_b3: 1.125  loss_cls_b31: 1.543  loss_cls_b32: 1.526  loss_cls_b33: 1.756  loss_triplet_b1: 0.08124  loss_triplet_b2: 0.06114  loss_triplet_b3: 0.05987  loss_triplet_b22: 0.05621  loss_triplet_b33: 0.05387  time: 0.5482  data_time: 0.0007  lr: 3.50e-04  max_mem: 20462M
[05/04 19:40:31] fastreid.utils.events INFO:  eta: 3:02:30  iter: 11599  total_loss: 10.16  loss_cls_b1: 1.171  loss_cls_b2: 1.003  loss_cls_b21: 1.255  loss_cls_b22: 1.394  loss_cls_b3: 1.003  loss_cls_b31: 1.299  loss_cls_b32: 1.348  loss_cls_b33: 1.481  loss_triplet_b1: 0.07649  loss_triplet_b2: 0.05183  loss_triplet_b3: 0.04716  loss_triplet_b22: 0.05288  loss_triplet_b33: 0.04882  time: 0.5487  data_time: 0.0004  lr: 3.50e-04  max_mem: 20462M
[05/04 19:42:28] fastreid.utils.events INFO:  eta: 3:00:33  iter: 11799  total_loss: 10.25  loss_cls_b1: 1.144  loss_cls_b2: 0.9957  loss_cls_b21: 1.254  loss_cls_b22: 1.457  loss_cls_b3: 0.9745  loss_cls_b31: 1.32  loss_cls_b32: 1.491  loss_cls_b33: 1.747  loss_triplet_b1: 0.07229  loss_triplet_b2: 0.05281  loss_triplet_b3: 0.04738  loss_triplet_b22: 0.06574  loss_triplet_b33: 0.05802  time: 0.5492  data_time: 0.0007  lr: 3.50e-04  max_mem: 20462M
[05/04 19:44:26] fastreid.utils.events INFO:  eta: 2:58:41  iter: 11999  total_loss: 9.865  loss_cls_b1: 1.104  loss_cls_b2: 0.9572  loss_cls_b21: 1.179  loss_cls_b22: 1.373  loss_cls_b3: 0.9697  loss_cls_b31: 1.198  loss_cls_b32: 1.365  loss_cls_b33: 1.591  loss_triplet_b1: 0.08024  loss_triplet_b2: 0.05839  loss_triplet_b3: 0.06069  loss_triplet_b22: 0.04643  loss_triplet_b33: 0.06105  time: 0.5497  data_time: 0.0005  lr: 3.50e-04  max_mem: 20462M
[05/04 19:46:24] fastreid.utils.events INFO:  eta: 2:56:46  iter: 12199  total_loss: 10.57  loss_cls_b1: 1.157  loss_cls_b2: 1.042  loss_cls_b21: 1.251  loss_cls_b22: 1.431  loss_cls_b3: 1.015  loss_cls_b31: 1.348  loss_cls_b32: 1.36  loss_cls_b33: 1.668  loss_triplet_b1: 0.08816  loss_triplet_b2: 0.0636  loss_triplet_b3: 0.06726  loss_triplet_b22: 0.06766  loss_triplet_b33: 0.06351  time: 0.5503  data_time: 0.0007  lr: 3.50e-04  max_mem: 20462M
[05/04 19:48:22] fastreid.utils.events INFO:  eta: 2:54:45  iter: 12399  total_loss: 9.927  loss_cls_b1: 1.157  loss_cls_b2: 0.9211  loss_cls_b21: 1.175  loss_cls_b22: 1.319  loss_cls_b3: 0.889  loss_cls_b31: 1.258  loss_cls_b32: 1.359  loss_cls_b33: 1.639  loss_triplet_b1: 0.06934  loss_triplet_b2: 0.05259  loss_triplet_b3: 0.04642  loss_triplet_b22: 0.05273  loss_triplet_b33: 0.05167  time: 0.5507  data_time: 0.0005  lr: 3.50e-04  max_mem: 20462M
[05/04 19:50:20] fastreid.utils.events INFO:  eta: 2:52:49  iter: 12599  total_loss: 10.93  loss_cls_b1: 1.196  loss_cls_b2: 1.044  loss_cls_b21: 1.326  loss_cls_b22: 1.469  loss_cls_b3: 1.04  loss_cls_b31: 1.402  loss_cls_b32: 1.456  loss_cls_b33: 1.709  loss_triplet_b1: 0.06257  loss_triplet_b2: 0.05108  loss_triplet_b3: 0.04353  loss_triplet_b22: 0.04506  loss_triplet_b33: 0.04493  time: 0.5512  data_time: 0.0008  lr: 3.50e-04  max_mem: 20462M
[05/04 19:52:18] fastreid.utils.events INFO:  eta: 2:50:57  iter: 12799  total_loss: 10  loss_cls_b1: 1.079  loss_cls_b2: 0.9296  loss_cls_b21: 1.213  loss_cls_b22: 1.309  loss_cls_b3: 0.9694  loss_cls_b31: 1.376  loss_cls_b32: 1.327  loss_cls_b33: 1.587  loss_triplet_b1: 0.07629  loss_triplet_b2: 0.05055  loss_triplet_b3: 0.05033  loss_triplet_b22: 0.0601  loss_triplet_b33: 0.05549  time: 0.5516  data_time: 0.0005  lr: 3.50e-04  max_mem: 20462M
[05/04 19:54:15] fastreid.utils.events INFO:  eta: 2:49:01  iter: 12999  total_loss: 9.808  loss_cls_b1: 0.9942  loss_cls_b2: 0.875  loss_cls_b21: 1.165  loss_cls_b22: 1.351  loss_cls_b3: 0.8742  loss_cls_b31: 1.206  loss_cls_b32: 1.415  loss_cls_b33: 1.559  loss_triplet_b1: 0.06414  loss_triplet_b2: 0.04756  loss_triplet_b3: 0.04433  loss_triplet_b22: 0.04926  loss_triplet_b33: 0.04571  time: 0.5521  data_time: 0.0008  lr: 3.50e-04  max_mem: 20462M
[05/04 19:56:13] fastreid.utils.events INFO:  eta: 2:47:06  iter: 13199  total_loss: 11.05  loss_cls_b1: 1.207  loss_cls_b2: 1.037  loss_cls_b21: 1.269  loss_cls_b22: 1.47  loss_cls_b3: 1.043  loss_cls_b31: 1.369  loss_cls_b32: 1.472  loss_cls_b33: 1.682  loss_triplet_b1: 0.08823  loss_triplet_b2: 0.06694  loss_triplet_b3: 0.06602  loss_triplet_b22: 0.07662  loss_triplet_b33: 0.0637  time: 0.5525  data_time: 0.0006  lr: 3.50e-04  max_mem: 20462M
[05/04 19:58:11] fastreid.utils.events INFO:  eta: 2:45:16  iter: 13399  total_loss: 10.26  loss_cls_b1: 1.059  loss_cls_b2: 0.955  loss_cls_b21: 1.238  loss_cls_b22: 1.429  loss_cls_b3: 0.9758  loss_cls_b31: 1.321  loss_cls_b32: 1.415  loss_cls_b33: 1.61  loss_triplet_b1: 0.07236  loss_triplet_b2: 0.05622  loss_triplet_b3: 0.05377  loss_triplet_b22: 0.0613  loss_triplet_b33: 0.05019  time: 0.5529  data_time: 0.0009  lr: 3.50e-04  max_mem: 20462M
[05/04 20:00:09] fastreid.utils.events INFO:  eta: 2:43:22  iter: 13599  total_loss: 10.29  loss_cls_b1: 1.106  loss_cls_b2: 1.004  loss_cls_b21: 1.216  loss_cls_b22: 1.388  loss_cls_b3: 0.9491  loss_cls_b31: 1.297  loss_cls_b32: 1.376  loss_cls_b33: 1.564  loss_triplet_b1: 0.06347  loss_triplet_b2: 0.04601  loss_triplet_b3: 0.04702  loss_triplet_b22: 0.03833  loss_triplet_b33: 0.04379  time: 0.5533  data_time: 0.0006  lr: 3.50e-04  max_mem: 20462M
[05/04 20:02:07] fastreid.utils.events INFO:  eta: 2:41:23  iter: 13799  total_loss: 6.139  loss_cls_b1: 0.6238  loss_cls_b2: 0.5356  loss_cls_b21: 0.6501  loss_cls_b22: 0.7958  loss_cls_b3: 0.5444  loss_cls_b31: 0.6516  loss_cls_b32: 0.7792  loss_cls_b33: 0.9172  loss_triplet_b1: 0.05786  loss_triplet_b2: 0.03999  loss_triplet_b3: 0.03914  loss_triplet_b22: 0.04053  loss_triplet_b33: 0.02924  time: 0.5537  data_time: 0.0009  lr: 3.50e-04  max_mem: 20462M
[05/04 20:04:05] fastreid.utils.events INFO:  eta: 2:39:33  iter: 13999  total_loss: 9.806  loss_cls_b1: 1.124  loss_cls_b2: 0.8992  loss_cls_b21: 1.223  loss_cls_b22: 1.316  loss_cls_b3: 0.945  loss_cls_b31: 1.302  loss_cls_b32: 1.305  loss_cls_b33: 1.517  loss_triplet_b1: 0.07226  loss_triplet_b2: 0.05091  loss_triplet_b3: 0.05255  loss_triplet_b22: 0.04948  loss_triplet_b33: 0.04976  time: 0.5541  data_time: 0.0006  lr: 3.50e-04  max_mem: 20462M
[05/04 20:06:03] fastreid.utils.events INFO:  eta: 2:37:36  iter: 14199  total_loss: 8.011  loss_cls_b1: 0.8952  loss_cls_b2: 0.7509  loss_cls_b21: 0.9199  loss_cls_b22: 1.121  loss_cls_b3: 0.7187  loss_cls_b31: 1.013  loss_cls_b32: 1.06  loss_cls_b33: 1.187  loss_triplet_b1: 0.05231  loss_triplet_b2: 0.04376  loss_triplet_b3: 0.03998  loss_triplet_b22: 0.03737  loss_triplet_b33: 0.03698  time: 0.5545  data_time: 0.0004  lr: 3.50e-04  max_mem: 20462M
[05/04 20:08:01] fastreid.utils.events INFO:  eta: 2:35:38  iter: 14399  total_loss: 9.582  loss_cls_b1: 1.019  loss_cls_b2: 0.9213  loss_cls_b21: 1.148  loss_cls_b22: 1.248  loss_cls_b3: 0.8936  loss_cls_b31: 1.317  loss_cls_b32: 1.231  loss_cls_b33: 1.459  loss_triplet_b1: 0.0581  loss_triplet_b2: 0.03796  loss_triplet_b3: 0.03694  loss_triplet_b22: 0.02932  loss_triplet_b33: 0.03575  time: 0.5548  data_time: 0.0007  lr: 3.50e-04  max_mem: 20462M
[05/04 20:09:59] fastreid.utils.events INFO:  eta: 2:33:41  iter: 14599  total_loss: 8.376  loss_cls_b1: 0.9629  loss_cls_b2: 0.8087  loss_cls_b21: 1.02  loss_cls_b22: 1.117  loss_cls_b3: 0.7937  loss_cls_b31: 1.024  loss_cls_b32: 1.069  loss_cls_b33: 1.304  loss_triplet_b1: 0.07207  loss_triplet_b2: 0.04199  loss_triplet_b3: 0.03999  loss_triplet_b22: 0.03585  loss_triplet_b33: 0.02822  time: 0.5552  data_time: 0.0004  lr: 3.50e-04  max_mem: 20462M
[05/04 20:11:57] fastreid.utils.events INFO:  eta: 2:31:49  iter: 14799  total_loss: 9.576  loss_cls_b1: 1.047  loss_cls_b2: 0.9276  loss_cls_b21: 1.151  loss_cls_b22: 1.225  loss_cls_b3: 0.9015  loss_cls_b31: 1.249  loss_cls_b32: 1.322  loss_cls_b33: 1.487  loss_triplet_b1: 0.06098  loss_triplet_b2: 0.04588  loss_triplet_b3: 0.03815  loss_triplet_b22: 0.04948  loss_triplet_b33: 0.04161  time: 0.5555  data_time: 0.0007  lr: 3.50e-04  max_mem: 20462M
[05/04 20:13:55] fastreid.utils.events INFO:  eta: 2:29:52  iter: 14999  total_loss: 8.597  loss_cls_b1: 1.013  loss_cls_b2: 0.7905  loss_cls_b21: 1.104  loss_cls_b22: 1.122  loss_cls_b3: 0.821  loss_cls_b31: 1.171  loss_cls_b32: 1.129  loss_cls_b33: 1.331  loss_triplet_b1: 0.07226  loss_triplet_b2: 0.05394  loss_triplet_b3: 0.05113  loss_triplet_b22: 0.05401  loss_triplet_b33: 0.05253  time: 0.5559  data_time: 0.0005  lr: 3.50e-04  max_mem: 20462M
[05/04 20:15:53] fastreid.utils.events INFO:  eta: 2:27:58  iter: 15199  total_loss: 9.405  loss_cls_b1: 0.9866  loss_cls_b2: 0.913  loss_cls_b21: 1.168  loss_cls_b22: 1.208  loss_cls_b3: 0.9076  loss_cls_b31: 1.318  loss_cls_b32: 1.296  loss_cls_b33: 1.427  loss_triplet_b1: 0.0638  loss_triplet_b2: 0.0381  loss_triplet_b3: 0.03769  loss_triplet_b22: 0.03564  loss_triplet_b33: 0.03051  time: 0.5562  data_time: 0.0008  lr: 3.50e-04  max_mem: 20462M
[05/04 20:17:52] fastreid.utils.events INFO:  eta: 2:26:06  iter: 15399  total_loss: 8.826  loss_cls_b1: 1.002  loss_cls_b2: 0.8619  loss_cls_b21: 1.093  loss_cls_b22: 1.253  loss_cls_b3: 0.8406  loss_cls_b31: 1.226  loss_cls_b32: 1.189  loss_cls_b33: 1.413  loss_triplet_b1: 0.0874  loss_triplet_b2: 0.0593  loss_triplet_b3: 0.06358  loss_triplet_b22: 0.05501  loss_triplet_b33: 0.06493  time: 0.5565  data_time: 0.0005  lr: 3.50e-04  max_mem: 20462M
[05/04 20:19:50] fastreid.utils.events INFO:  eta: 2:24:11  iter: 15599  total_loss: 8.629  loss_cls_b1: 0.8903  loss_cls_b2: 0.7018  loss_cls_b21: 1.02  loss_cls_b22: 1.185  loss_cls_b3: 0.7757  loss_cls_b31: 1.072  loss_cls_b32: 1.155  loss_cls_b33: 1.413  loss_triplet_b1: 0.04527  loss_triplet_b2: 0.02914  loss_triplet_b3: 0.03728  loss_triplet_b22: 0.02891  loss_triplet_b33: 0.02712  time: 0.5568  data_time: 0.0007  lr: 3.50e-04  max_mem: 20462M
[05/04 20:21:48] fastreid.utils.events INFO:  eta: 2:22:15  iter: 15799  total_loss: 8.05  loss_cls_b1: 0.9373  loss_cls_b2: 0.766  loss_cls_b21: 0.9984  loss_cls_b22: 1.075  loss_cls_b3: 0.7368  loss_cls_b31: 1.012  loss_cls_b32: 1.095  loss_cls_b33: 1.32  loss_triplet_b1: 0.06431  loss_triplet_b2: 0.03563  loss_triplet_b3: 0.03546  loss_triplet_b22: 0.03611  loss_triplet_b33: 0.0311  time: 0.5571  data_time: 0.0006  lr: 3.49e-04  max_mem: 20462M
[05/04 20:23:46] fastreid.utils.events INFO:  eta: 2:20:18  iter: 15999  total_loss: 9.467  loss_cls_b1: 1.035  loss_cls_b2: 0.8641  loss_cls_b21: 1.105  loss_cls_b22: 1.252  loss_cls_b3: 0.8897  loss_cls_b31: 1.179  loss_cls_b32: 1.273  loss_cls_b33: 1.529  loss_triplet_b1: 0.07404  loss_triplet_b2: 0.05055  loss_triplet_b3: 0.04972  loss_triplet_b22: 0.0451  loss_triplet_b33: 0.04933  time: 0.5574  data_time: 0.0008  lr: 3.48e-04  max_mem: 20462M
[05/04 20:25:44] fastreid.utils.events INFO:  eta: 2:18:21  iter: 16199  total_loss: 8.929  loss_cls_b1: 0.9801  loss_cls_b2: 0.8208  loss_cls_b21: 1.086  loss_cls_b22: 1.162  loss_cls_b3: 0.8579  loss_cls_b31: 1.172  loss_cls_b32: 1.178  loss_cls_b33: 1.323  loss_triplet_b1: 0.04813  loss_triplet_b2: 0.02877  loss_triplet_b3: 0.03135  loss_triplet_b22: 0.02804  loss_triplet_b33: 0.02523  time: 0.5577  data_time: 0.0006  lr: 3.47e-04  max_mem: 20462M
[05/04 20:27:41] fastreid.utils.events INFO:  eta: 2:16:21  iter: 16399  total_loss: 8.066  loss_cls_b1: 0.812  loss_cls_b2: 0.7403  loss_cls_b21: 0.9047  loss_cls_b22: 1.043  loss_cls_b3: 0.7671  loss_cls_b31: 0.9649  loss_cls_b32: 1.071  loss_cls_b33: 1.27  loss_triplet_b1: 0.05999  loss_triplet_b2: 0.03929  loss_triplet_b3: 0.03714  loss_triplet_b22: 0.04081  loss_triplet_b33: 0.02904  time: 0.5580  data_time: 0.0009  lr: 3.45e-04  max_mem: 20462M
[05/04 20:29:40] fastreid.utils.events INFO:  eta: 2:14:27  iter: 16599  total_loss: 8.752  loss_cls_b1: 0.9553  loss_cls_b2: 0.7611  loss_cls_b21: 0.9858  loss_cls_b22: 1.236  loss_cls_b3: 0.7987  loss_cls_b31: 1.105  loss_cls_b32: 1.2  loss_cls_b33: 1.405  loss_triplet_b1: 0.05849  loss_triplet_b2: 0.04441  loss_triplet_b3: 0.03697  loss_triplet_b22: 0.03229  loss_triplet_b33: 0.03036  time: 0.5583  data_time: 0.0006  lr: 3.44e-04  max_mem: 20462M
[05/04 20:31:38] fastreid.utils.events INFO:  eta: 2:12:29  iter: 16799  total_loss: 6.489  loss_cls_b1: 0.6977  loss_cls_b2: 0.5721  loss_cls_b21: 0.7424  loss_cls_b22: 0.8431  loss_cls_b3: 0.5751  loss_cls_b31: 0.763  loss_cls_b32: 0.8625  loss_cls_b33: 0.9516  loss_triplet_b1: 0.05583  loss_triplet_b2: 0.0339  loss_triplet_b3: 0.04211  loss_triplet_b22: 0.03121  loss_triplet_b33: 0.02562  time: 0.5585  data_time: 0.0004  lr: 3.41e-04  max_mem: 20462M
[05/04 20:33:36] fastreid.utils.events INFO:  eta: 2:10:35  iter: 16999  total_loss: 8.632  loss_cls_b1: 0.8957  loss_cls_b2: 0.7611  loss_cls_b21: 0.9884  loss_cls_b22: 1.136  loss_cls_b3: 0.8216  loss_cls_b31: 1.074  loss_cls_b32: 1.153  loss_cls_b33: 1.433  loss_triplet_b1: 0.05838  loss_triplet_b2: 0.04253  loss_triplet_b3: 0.04469  loss_triplet_b22: 0.04178  loss_triplet_b33: 0.04016  time: 0.5588  data_time: 0.0007  lr: 3.39e-04  max_mem: 20462M
[05/04 20:35:34] fastreid.utils.events INFO:  eta: 2:08:42  iter: 17199  total_loss: 7.93  loss_cls_b1: 0.8743  loss_cls_b2: 0.7088  loss_cls_b21: 0.8861  loss_cls_b22: 1.054  loss_cls_b3: 0.7154  loss_cls_b31: 1.024  loss_cls_b32: 1.085  loss_cls_b33: 1.228  loss_triplet_b1: 0.06078  loss_triplet_b2: 0.04194  loss_triplet_b3: 0.04379  loss_triplet_b22: 0.03919  loss_triplet_b33: 0.02478  time: 0.5591  data_time: 0.0004  lr: 3.36e-04  max_mem: 20462M
[05/04 20:37:32] fastreid.utils.events INFO:  eta: 2:06:48  iter: 17399  total_loss: 8.823  loss_cls_b1: 0.929  loss_cls_b2: 0.8061  loss_cls_b21: 1.015  loss_cls_b22: 1.225  loss_cls_b3: 0.7885  loss_cls_b31: 1.118  loss_cls_b32: 1.242  loss_cls_b33: 1.336  loss_triplet_b1: 0.06122  loss_triplet_b2: 0.03824  loss_triplet_b3: 0.03718  loss_triplet_b22: 0.03718  loss_triplet_b33: 0.03545  time: 0.5593  data_time: 0.0007  lr: 3.34e-04  max_mem: 20462M
[05/04 20:39:30] fastreid.utils.events INFO:  eta: 2:04:49  iter: 17599  total_loss: 7.941  loss_cls_b1: 0.8471  loss_cls_b2: 0.7662  loss_cls_b21: 0.944  loss_cls_b22: 1.096  loss_cls_b3: 0.6918  loss_cls_b31: 0.989  loss_cls_b32: 1.073  loss_cls_b33: 1.252  loss_triplet_b1: 0.05506  loss_triplet_b2: 0.03957  loss_triplet_b3: 0.03094  loss_triplet_b22: 0.04051  loss_triplet_b33: 0.02793  time: 0.5595  data_time: 0.0005  lr: 3.30e-04  max_mem: 20462M
[05/04 20:41:28] fastreid.utils.events INFO:  eta: 2:02:51  iter: 17799  total_loss: 8.307  loss_cls_b1: 0.9508  loss_cls_b2: 0.7522  loss_cls_b21: 0.9996  loss_cls_b22: 1.152  loss_cls_b3: 0.7824  loss_cls_b31: 1.066  loss_cls_b32: 1.186  loss_cls_b33: 1.395  loss_triplet_b1: 0.04704  loss_triplet_b2: 0.0375  loss_triplet_b3: 0.03484  loss_triplet_b22: 0.03107  loss_triplet_b33: 0.02544  time: 0.5598  data_time: 0.0007  lr: 3.27e-04  max_mem: 20462M
[05/04 20:43:25] fastreid.utils.events INFO:  eta: 2:00:52  iter: 17999  total_loss: 7.065  loss_cls_b1: 0.7677  loss_cls_b2: 0.6384  loss_cls_b21: 0.8429  loss_cls_b22: 0.9517  loss_cls_b3: 0.6292  loss_cls_b31: 0.9154  loss_cls_b32: 0.9621  loss_cls_b33: 1.113  loss_triplet_b1: 0.04229  loss_triplet_b2: 0.0351  loss_triplet_b3: 0.0396  loss_triplet_b22: 0.02794  loss_triplet_b33: 0.02837  time: 0.5600  data_time: 0.0005  lr: 3.23e-04  max_mem: 20462M
[05/04 20:45:23] fastreid.utils.events INFO:  eta: 1:58:54  iter: 18199  total_loss: 7.835  loss_cls_b1: 0.7791  loss_cls_b2: 0.6939  loss_cls_b21: 0.9088  loss_cls_b22: 1.057  loss_cls_b3: 0.6811  loss_cls_b31: 1.044  loss_cls_b32: 1.086  loss_cls_b33: 1.23  loss_triplet_b1: 0.05283  loss_triplet_b2: 0.03549  loss_triplet_b3: 0.03422  loss_triplet_b22: 0.03531  loss_triplet_b33: 0.0243  time: 0.5602  data_time: 0.0008  lr: 3.19e-04  max_mem: 20462M
[05/04 20:47:21] fastreid.utils.events INFO:  eta: 1:56:55  iter: 18399  total_loss: 7.825  loss_cls_b1: 0.8317  loss_cls_b2: 0.7053  loss_cls_b21: 0.9226  loss_cls_b22: 1.105  loss_cls_b3: 0.7168  loss_cls_b31: 0.9734  loss_cls_b32: 1.149  loss_cls_b33: 1.358  loss_triplet_b1: 0.05261  loss_triplet_b2: 0.03473  loss_triplet_b3: 0.03155  loss_triplet_b22: 0.03202  loss_triplet_b33: 0.02551  time: 0.5604  data_time: 0.0005  lr: 3.15e-04  max_mem: 20462M
[05/04 20:49:19] fastreid.utils.events INFO:  eta: 1:54:57  iter: 18599  total_loss: 7.856  loss_cls_b1: 0.8378  loss_cls_b2: 0.7337  loss_cls_b21: 0.9735  loss_cls_b22: 1.129  loss_cls_b3: 0.749  loss_cls_b31: 1.02  loss_cls_b32: 1.087  loss_cls_b33: 1.295  loss_triplet_b1: 0.05287  loss_triplet_b2: 0.03588  loss_triplet_b3: 0.03805  loss_triplet_b22: 0.03283  loss_triplet_b33: 0.03363  time: 0.5606  data_time: 0.0009  lr: 3.11e-04  max_mem: 20462M
[05/04 20:51:16] fastreid.utils.events INFO:  eta: 1:53:02  iter: 18799  total_loss: 7.929  loss_cls_b1: 0.8476  loss_cls_b2: 0.6952  loss_cls_b21: 0.8941  loss_cls_b22: 1.067  loss_cls_b3: 0.7001  loss_cls_b31: 1.034  loss_cls_b32: 1.06  loss_cls_b33: 1.257  loss_triplet_b1: 0.05551  loss_triplet_b2: 0.03205  loss_triplet_b3: 0.03483  loss_triplet_b22: 0.03416  loss_triplet_b33: 0.03228  time: 0.5608  data_time: 0.0006  lr: 3.06e-04  max_mem: 20462M
[05/04 20:53:14] fastreid.utils.events INFO:  eta: 1:51:08  iter: 18999  total_loss: 7.582  loss_cls_b1: 0.806  loss_cls_b2: 0.6836  loss_cls_b21: 0.8972  loss_cls_b22: 1.084  loss_cls_b3: 0.7003  loss_cls_b31: 0.9875  loss_cls_b32: 1.048  loss_cls_b33: 1.235  loss_triplet_b1: 0.04898  loss_triplet_b2: 0.03998  loss_triplet_b3: 0.04608  loss_triplet_b22: 0.04156  loss_triplet_b33: 0.03568  time: 0.5610  data_time: 0.0008  lr: 3.01e-04  max_mem: 20462M
[05/04 20:55:12] fastreid.utils.events INFO:  eta: 1:49:14  iter: 19199  total_loss: 7.803  loss_cls_b1: 0.8791  loss_cls_b2: 0.7354  loss_cls_b21: 0.9016  loss_cls_b22: 0.9813  loss_cls_b3: 0.6935  loss_cls_b31: 1.088  loss_cls_b32: 1.044  loss_cls_b33: 1.23  loss_triplet_b1: 0.05775  loss_triplet_b2: 0.04318  loss_triplet_b3: 0.0342  loss_triplet_b22: 0.03945  loss_triplet_b33: 0.02952  time: 0.5612  data_time: 0.0006  lr: 2.96e-04  max_mem: 20462M
[05/04 20:57:10] fastreid.utils.events INFO:  eta: 1:47:20  iter: 19399  total_loss: 4.444  loss_cls_b1: 0.5114  loss_cls_b2: 0.4128  loss_cls_b21: 0.5303  loss_cls_b22: 0.6245  loss_cls_b3: 0.396  loss_cls_b31: 0.5519  loss_cls_b32: 0.63  loss_cls_b33: 0.7208  loss_triplet_b1: 0.02587  loss_triplet_b2: 0.01486  loss_triplet_b3: 0.01404  loss_triplet_b22: 0.01365  loss_triplet_b33: 0.006453  time: 0.5614  data_time: 0.0007  lr: 2.91e-04  max_mem: 20462M
[05/04 20:59:08] fastreid.utils.events INFO:  eta: 1:45:26  iter: 19599  total_loss: 7.069  loss_cls_b1: 0.7888  loss_cls_b2: 0.6367  loss_cls_b21: 0.833  loss_cls_b22: 1.03  loss_cls_b3: 0.6347  loss_cls_b31: 0.9198  loss_cls_b32: 1.003  loss_cls_b33: 1.159  loss_triplet_b1: 0.04525  loss_triplet_b2: 0.03315  loss_triplet_b3: 0.03104  loss_triplet_b22: 0.03218  loss_triplet_b33: 0.02112  time: 0.5616  data_time: 0.0006  lr: 2.85e-04  max_mem: 20462M
[05/04 21:01:06] fastreid.utils.events INFO:  eta: 1:43:29  iter: 19799  total_loss: 5.784  loss_cls_b1: 0.6724  loss_cls_b2: 0.5205  loss_cls_b21: 0.6724  loss_cls_b22: 0.7813  loss_cls_b3: 0.5023  loss_cls_b31: 0.7727  loss_cls_b32: 0.7545  loss_cls_b33: 0.939  loss_triplet_b1: 0.04837  loss_triplet_b2: 0.0332  loss_triplet_b3: 0.02954  loss_triplet_b22: 0.03235  loss_triplet_b33: 0.01892  time: 0.5618  data_time: 0.0004  lr: 2.80e-04  max_mem: 20462M
[05/04 21:03:03] fastreid.utils.events INFO:  eta: 1:41:30  iter: 19999  total_loss: 6.603  loss_cls_b1: 0.7156  loss_cls_b2: 0.5868  loss_cls_b21: 0.8699  loss_cls_b22: 0.9391  loss_cls_b3: 0.5668  loss_cls_b31: 0.9136  loss_cls_b32: 0.965  loss_cls_b33: 1.077  loss_triplet_b1: 0.0473  loss_triplet_b2: 0.02709  loss_triplet_b3: 0.02194  loss_triplet_b22: 0.02083  loss_triplet_b33: 0.01647  time: 0.5619  data_time: 0.0007  lr: 2.74e-04  max_mem: 20462M
[05/04 21:05:01] fastreid.utils.events INFO:  eta: 1:39:34  iter: 20199  total_loss: 5.517  loss_cls_b1: 0.6473  loss_cls_b2: 0.5171  loss_cls_b21: 0.7148  loss_cls_b22: 0.7811  loss_cls_b3: 0.5292  loss_cls_b31: 0.7773  loss_cls_b32: 0.6721  loss_cls_b33: 0.9528  loss_triplet_b1: 0.03811  loss_triplet_b2: 0.01945  loss_triplet_b3: 0.02356  loss_triplet_b22: 0.01651  loss_triplet_b33: 0.01041  time: 0.5621  data_time: 0.0005  lr: 2.68e-04  max_mem: 20462M
[05/04 21:07:00] fastreid.utils.events INFO:  eta: 1:37:39  iter: 20399  total_loss: 7.415  loss_cls_b1: 0.8163  loss_cls_b2: 0.6382  loss_cls_b21: 0.8854  loss_cls_b22: 0.9716  loss_cls_b3: 0.6452  loss_cls_b31: 0.9565  loss_cls_b32: 1.03  loss_cls_b33: 1.179  loss_triplet_b1: 0.05278  loss_triplet_b2: 0.03  loss_triplet_b3: 0.02974  loss_triplet_b22: 0.03254  loss_triplet_b33: 0.02378  time: 0.5623  data_time: 0.0008  lr: 2.61e-04  max_mem: 20462M
[05/04 21:08:57] fastreid.utils.events INFO:  eta: 1:35:43  iter: 20599  total_loss: 5.804  loss_cls_b1: 0.6651  loss_cls_b2: 0.5164  loss_cls_b21: 0.6904  loss_cls_b22: 0.7861  loss_cls_b3: 0.5056  loss_cls_b31: 0.7152  loss_cls_b32: 0.7283  loss_cls_b33: 0.9565  loss_triplet_b1: 0.03862  loss_triplet_b2: 0.02133  loss_triplet_b3: 0.02619  loss_triplet_b22: 0.01698  loss_triplet_b33: 0.01069  time: 0.5625  data_time: 0.0005  lr: 2.55e-04  max_mem: 20462M
[05/04 21:10:56] fastreid.utils.events INFO:  eta: 1:33:51  iter: 20799  total_loss: 7.129  loss_cls_b1: 0.8044  loss_cls_b2: 0.6333  loss_cls_b21: 0.8343  loss_cls_b22: 0.9475  loss_cls_b3: 0.6471  loss_cls_b31: 0.9542  loss_cls_b32: 0.9383  loss_cls_b33: 1.2  loss_triplet_b1: 0.06323  loss_triplet_b2: 0.03312  loss_triplet_b3: 0.03069  loss_triplet_b22: 0.03093  loss_triplet_b33: 0.01827  time: 0.5626  data_time: 0.0007  lr: 2.49e-04  max_mem: 20462M
[05/04 21:12:54] fastreid.utils.events INFO:  eta: 1:31:57  iter: 20999  total_loss: 6.704  loss_cls_b1: 0.7011  loss_cls_b2: 0.5638  loss_cls_b21: 0.7375  loss_cls_b22: 0.946  loss_cls_b3: 0.5707  loss_cls_b31: 0.8099  loss_cls_b32: 0.9061  loss_cls_b33: 1.099  loss_triplet_b1: 0.04276  loss_triplet_b2: 0.03582  loss_triplet_b3: 0.03269  loss_triplet_b22: 0.02954  loss_triplet_b33: 0.02911  time: 0.5628  data_time: 0.0005  lr: 2.42e-04  max_mem: 20462M
[05/04 21:14:52] fastreid.utils.events INFO:  eta: 1:30:02  iter: 21199  total_loss: 5.795  loss_cls_b1: 0.5919  loss_cls_b2: 0.4731  loss_cls_b21: 0.6938  loss_cls_b22: 0.7556  loss_cls_b3: 0.5307  loss_cls_b31: 0.7344  loss_cls_b32: 0.8443  loss_cls_b33: 0.976  loss_triplet_b1: 0.03986  loss_triplet_b2: 0.02613  loss_triplet_b3: 0.02454  loss_triplet_b22: 0.02123  loss_triplet_b33: 0.01896  time: 0.5630  data_time: 0.0008  lr: 2.35e-04  max_mem: 20462M
[05/04 21:16:50] fastreid.utils.events INFO:  eta: 1:28:07  iter: 21399  total_loss: 6.022  loss_cls_b1: 0.6822  loss_cls_b2: 0.5493  loss_cls_b21: 0.6894  loss_cls_b22: 0.8136  loss_cls_b3: 0.5128  loss_cls_b31: 0.7669  loss_cls_b32: 0.8686  loss_cls_b33: 1.021  loss_triplet_b1: 0.04423  loss_triplet_b2: 0.03058  loss_triplet_b3: 0.02764  loss_triplet_b22: 0.02757  loss_triplet_b33: 0.01839  time: 0.5631  data_time: 0.0006  lr: 2.29e-04  max_mem: 20462M
[05/04 21:18:48] fastreid.utils.events INFO:  eta: 1:26:13  iter: 21599  total_loss: 6.531  loss_cls_b1: 0.6981  loss_cls_b2: 0.5885  loss_cls_b21: 0.7799  loss_cls_b22: 0.8639  loss_cls_b3: 0.554  loss_cls_b31: 0.821  loss_cls_b32: 0.8623  loss_cls_b33: 1.095  loss_triplet_b1: 0.03618  loss_triplet_b2: 0.02362  loss_triplet_b3: 0.02111  loss_triplet_b22: 0.0206  loss_triplet_b33: 0.01401  time: 0.5633  data_time: 0.0008  lr: 2.22e-04  max_mem: 20462M
[05/04 21:20:46] fastreid.utils.events INFO:  eta: 1:24:17  iter: 21799  total_loss: 5.257  loss_cls_b1: 0.5692  loss_cls_b2: 0.4369  loss_cls_b21: 0.625  loss_cls_b22: 0.7311  loss_cls_b3: 0.4295  loss_cls_b31: 0.6985  loss_cls_b32: 0.7053  loss_cls_b33: 0.8931  loss_triplet_b1: 0.03956  loss_triplet_b2: 0.02174  loss_triplet_b3: 0.02345  loss_triplet_b22: 0.02165  loss_triplet_b33: 0.01606  time: 0.5635  data_time: 0.0006  lr: 2.15e-04  max_mem: 20462M
[05/04 21:22:44] fastreid.utils.events INFO:  eta: 1:22:22  iter: 21999  total_loss: 4.25  loss_cls_b1: 0.4605  loss_cls_b2: 0.3831  loss_cls_b21: 0.49  loss_cls_b22: 0.6202  loss_cls_b3: 0.3622  loss_cls_b31: 0.5333  loss_cls_b32: 0.6141  loss_cls_b33: 0.6021  loss_triplet_b1: 0.02726  loss_triplet_b2: 0.01419  loss_triplet_b3: 0.01452  loss_triplet_b22: 0.0103  loss_triplet_b33: 0.006083  time: 0.5636  data_time: 0.0009  lr: 2.08e-04  max_mem: 20462M
[05/04 21:24:42] fastreid.utils.events INFO:  eta: 1:20:26  iter: 22199  total_loss: 5.449  loss_cls_b1: 0.6282  loss_cls_b2: 0.4801  loss_cls_b21: 0.6781  loss_cls_b22: 0.7483  loss_cls_b3: 0.46  loss_cls_b31: 0.751  loss_cls_b32: 0.7571  loss_cls_b33: 0.8776  loss_triplet_b1: 0.03381  loss_triplet_b2: 0.02293  loss_triplet_b3: 0.02493  loss_triplet_b22: 0.02144  loss_triplet_b33: 0.01486  time: 0.5638  data_time: 0.0008  lr: 2.01e-04  max_mem: 20462M
[05/04 21:26:39] fastreid.utils.events INFO:  eta: 1:18:30  iter: 22399  total_loss: 3.909  loss_cls_b1: 0.4165  loss_cls_b2: 0.325  loss_cls_b21: 0.4618  loss_cls_b22: 0.5247  loss_cls_b3: 0.3324  loss_cls_b31: 0.4691  loss_cls_b32: 0.5415  loss_cls_b33: 0.6097  loss_triplet_b1: 0.02381  loss_triplet_b2: 0.01289  loss_triplet_b3: 0.01242  loss_triplet_b22: 0.008491  loss_triplet_b33: 0.005181  time: 0.5639  data_time: 0.0004  lr: 1.94e-04  max_mem: 20462M
[05/04 21:28:38] fastreid.utils.events INFO:  eta: 1:16:34  iter: 22599  total_loss: 5.524  loss_cls_b1: 0.6455  loss_cls_b2: 0.4797  loss_cls_b21: 0.6456  loss_cls_b22: 0.7242  loss_cls_b3: 0.4729  loss_cls_b31: 0.6849  loss_cls_b32: 0.8038  loss_cls_b33: 0.8948  loss_triplet_b1: 0.03905  loss_triplet_b2: 0.02438  loss_triplet_b3: 0.02505  loss_triplet_b22: 0.01888  loss_triplet_b33: 0.01637  time: 0.5641  data_time: 0.0007  lr: 1.86e-04  max_mem: 20462M
[05/04 21:30:36] fastreid.utils.events INFO:  eta: 1:14:37  iter: 22799  total_loss: 4.263  loss_cls_b1: 0.4833  loss_cls_b2: 0.3664  loss_cls_b21: 0.4889  loss_cls_b22: 0.6161  loss_cls_b3: 0.3509  loss_cls_b31: 0.5321  loss_cls_b32: 0.5815  loss_cls_b33: 0.7558  loss_triplet_b1: 0.02436  loss_triplet_b2: 0.01446  loss_triplet_b3: 0.01385  loss_triplet_b22: 0.01235  loss_triplet_b33: 0.006406  time: 0.5642  data_time: 0.0004  lr: 1.79e-04  max_mem: 20462M
[05/04 21:32:33] fastreid.utils.events INFO:  eta: 1:12:42  iter: 22999  total_loss: 5.217  loss_cls_b1: 0.545  loss_cls_b2: 0.4256  loss_cls_b21: 0.5979  loss_cls_b22: 0.7079  loss_cls_b3: 0.4494  loss_cls_b31: 0.6716  loss_cls_b32: 0.6891  loss_cls_b33: 0.866  loss_triplet_b1: 0.02774  loss_triplet_b2: 0.02061  loss_triplet_b3: 0.02061  loss_triplet_b22: 0.01818  loss_triplet_b33: 0.01296  time: 0.5644  data_time: 0.0007  lr: 1.72e-04  max_mem: 20462M
[05/04 21:34:32] fastreid.utils.events INFO:  eta: 1:10:48  iter: 23199  total_loss: 4.092  loss_cls_b1: 0.48  loss_cls_b2: 0.3248  loss_cls_b21: 0.4642  loss_cls_b22: 0.6109  loss_cls_b3: 0.3565  loss_cls_b31: 0.5309  loss_cls_b32: 0.5606  loss_cls_b33: 0.7235  loss_triplet_b1: 0.02601  loss_triplet_b2: 0.013  loss_triplet_b3: 0.01406  loss_triplet_b22: 0.01323  loss_triplet_b33: 0.008305  time: 0.5645  data_time: 0.0005  lr: 1.65e-04  max_mem: 20462M
[05/04 21:36:29] fastreid.utils.events INFO:  eta: 1:08:51  iter: 23399  total_loss: 5.038  loss_cls_b1: 0.5727  loss_cls_b2: 0.461  loss_cls_b21: 0.6157  loss_cls_b22: 0.663  loss_cls_b3: 0.4449  loss_cls_b31: 0.6461  loss_cls_b32: 0.6825  loss_cls_b33: 0.8531  loss_triplet_b1: 0.03509  loss_triplet_b2: 0.02159  loss_triplet_b3: 0.0238  loss_triplet_b22: 0.0169  loss_triplet_b33: 0.01624  time: 0.5646  data_time: 0.0007  lr: 1.58e-04  max_mem: 20462M
[05/04 21:38:27] fastreid.utils.events INFO:  eta: 1:06:55  iter: 23599  total_loss: 4.974  loss_cls_b1: 0.5003  loss_cls_b2: 0.4332  loss_cls_b21: 0.6012  loss_cls_b22: 0.7159  loss_cls_b3: 0.4097  loss_cls_b31: 0.6292  loss_cls_b32: 0.6784  loss_cls_b33: 0.8665  loss_triplet_b1: 0.03217  loss_triplet_b2: 0.02642  loss_triplet_b3: 0.02421  loss_triplet_b22: 0.02678  loss_triplet_b33: 0.01519  time: 0.5648  data_time: 0.0005  lr: 1.51e-04  max_mem: 20462M
[05/04 21:40:25] fastreid.utils.events INFO:  eta: 1:05:00  iter: 23799  total_loss: 4.545  loss_cls_b1: 0.524  loss_cls_b2: 0.3944  loss_cls_b21: 0.5612  loss_cls_b22: 0.6308  loss_cls_b3: 0.3989  loss_cls_b31: 0.616  loss_cls_b32: 0.6754  loss_cls_b33: 0.7788  loss_triplet_b1: 0.02262  loss_triplet_b2: 0.01539  loss_triplet_b3: 0.01725  loss_triplet_b22: 0.01035  loss_triplet_b33: 0.008181  time: 0.5649  data_time: 0.0008  lr: 1.43e-04  max_mem: 20462M
[05/04 21:42:23] fastreid.utils.events INFO:  eta: 1:03:04  iter: 23999  total_loss: 3.901  loss_cls_b1: 0.429  loss_cls_b2: 0.3385  loss_cls_b21: 0.4589  loss_cls_b22: 0.6206  loss_cls_b3: 0.3341  loss_cls_b31: 0.4739  loss_cls_b32: 0.5627  loss_cls_b33: 0.7349  loss_triplet_b1: 0.02519  loss_triplet_b2: 0.01563  loss_triplet_b3: 0.01429  loss_triplet_b22: 0.01278  loss_triplet_b33: 0.007677  time: 0.5651  data_time: 0.0005  lr: 1.36e-04  max_mem: 20462M
[05/04 21:44:21] fastreid.utils.events INFO:  eta: 1:01:08  iter: 24199  total_loss: 4.397  loss_cls_b1: 0.454  loss_cls_b2: 0.3722  loss_cls_b21: 0.5412  loss_cls_b22: 0.6092  loss_cls_b3: 0.3766  loss_cls_b31: 0.584  loss_cls_b32: 0.6743  loss_cls_b33: 0.7207  loss_triplet_b1: 0.02465  loss_triplet_b2: 0.01668  loss_triplet_b3: 0.01484  loss_triplet_b22: 0.0122  loss_triplet_b33: 0.00724  time: 0.5652  data_time: 0.0008  lr: 1.29e-04  max_mem: 20462M
[05/04 21:46:19] fastreid.utils.events INFO:  eta: 0:59:13  iter: 24399  total_loss: 4.406  loss_cls_b1: 0.4747  loss_cls_b2: 0.3565  loss_cls_b21: 0.5148  loss_cls_b22: 0.6013  loss_cls_b3: 0.3557  loss_cls_b31: 0.5404  loss_cls_b32: 0.6118  loss_cls_b33: 0.6754  loss_triplet_b1: 0.02235  loss_triplet_b2: 0.01642  loss_triplet_b3: 0.01468  loss_triplet_b22: 0.009035  loss_triplet_b33: 0.006946  time: 0.5653  data_time: 0.0006  lr: 1.23e-04  max_mem: 20462M
[05/04 21:48:17] fastreid.utils.events INFO:  eta: 0:57:17  iter: 24599  total_loss: 4.466  loss_cls_b1: 0.4523  loss_cls_b2: 0.351  loss_cls_b21: 0.4952  loss_cls_b22: 0.6128  loss_cls_b3: 0.3617  loss_cls_b31: 0.5215  loss_cls_b32: 0.5907  loss_cls_b33: 0.7361  loss_triplet_b1: 0.02573  loss_triplet_b2: 0.01588  loss_triplet_b3: 0.0136  loss_triplet_b22: 0.01169  loss_triplet_b33: 0.007178  time: 0.5654  data_time: 0.0009  lr: 1.16e-04  max_mem: 20462M
[05/04 21:50:15] fastreid.utils.events INFO:  eta: 0:55:20  iter: 24799  total_loss: 4.13  loss_cls_b1: 0.449  loss_cls_b2: 0.3316  loss_cls_b21: 0.4862  loss_cls_b22: 0.6021  loss_cls_b3: 0.3605  loss_cls_b31: 0.5482  loss_cls_b32: 0.6259  loss_cls_b33: 0.7279  loss_triplet_b1: 0.02318  loss_triplet_b2: 0.01206  loss_triplet_b3: 0.01416  loss_triplet_b22: 0.01105  loss_triplet_b33: 0.004842  time: 0.5655  data_time: 0.0006  lr: 1.09e-04  max_mem: 20462M
[05/04 21:52:12] fastreid.utils.events INFO:  eta: 0:53:23  iter: 24999  total_loss: 2.88  loss_cls_b1: 0.3356  loss_cls_b2: 0.2544  loss_cls_b21: 0.3683  loss_cls_b22: 0.3937  loss_cls_b3: 0.2594  loss_cls_b31: 0.3635  loss_cls_b32: 0.3904  loss_cls_b33: 0.4662  loss_triplet_b1: 0.01682  loss_triplet_b2: 0.00888  loss_triplet_b3: 0.01169  loss_triplet_b22: 0.00609  loss_triplet_b33: 0.003253  time: 0.5656  data_time: 0.0007  lr: 1.02e-04  max_mem: 20462M
[05/04 21:54:10] fastreid.utils.events INFO:  eta: 0:51:28  iter: 25199  total_loss: 3.693  loss_cls_b1: 0.4258  loss_cls_b2: 0.2946  loss_cls_b21: 0.4929  loss_cls_b22: 0.5611  loss_cls_b3: 0.3101  loss_cls_b31: 0.5256  loss_cls_b32: 0.5687  loss_cls_b33: 0.6868  loss_triplet_b1: 0.02244  loss_triplet_b2: 0.01212  loss_triplet_b3: 0.01435  loss_triplet_b22: 0.01029  loss_triplet_b33: 0.006334  time: 0.5658  data_time: 0.0007  lr: 9.60e-05  max_mem: 20462M
[05/04 21:56:08] fastreid.utils.events INFO:  eta: 0:49:32  iter: 25399  total_loss: 2.921  loss_cls_b1: 0.3171  loss_cls_b2: 0.2502  loss_cls_b21: 0.3594  loss_cls_b22: 0.4424  loss_cls_b3: 0.2445  loss_cls_b31: 0.3759  loss_cls_b32: 0.4007  loss_cls_b33: 0.5334  loss_triplet_b1: 0.01835  loss_triplet_b2: 0.00925  loss_triplet_b3: 0.01017  loss_triplet_b22: 0.006945  loss_triplet_b33: 0.005448  time: 0.5659  data_time: 0.0004  lr: 8.97e-05  max_mem: 20462M
[05/04 21:58:06] fastreid.utils.events INFO:  eta: 0:47:37  iter: 25599  total_loss: 3.698  loss_cls_b1: 0.398  loss_cls_b2: 0.3105  loss_cls_b21: 0.4719  loss_cls_b22: 0.5369  loss_cls_b3: 0.3136  loss_cls_b31: 0.4795  loss_cls_b32: 0.5446  loss_cls_b33: 0.6424  loss_triplet_b1: 0.0206  loss_triplet_b2: 0.01122  loss_triplet_b3: 0.01173  loss_triplet_b22: 0.009503  loss_triplet_b33: 0.004592  time: 0.5660  data_time: 0.0007  lr: 8.35e-05  max_mem: 20462M
[05/04 22:00:04] fastreid.utils.events INFO:  eta: 0:45:42  iter: 25799  total_loss: 3.476  loss_cls_b1: 0.3998  loss_cls_b2: 0.2893  loss_cls_b21: 0.4079  loss_cls_b22: 0.4691  loss_cls_b3: 0.2808  loss_cls_b31: 0.4377  loss_cls_b32: 0.4541  loss_cls_b33: 0.5463  loss_triplet_b1: 0.02333  loss_triplet_b2: 0.01387  loss_triplet_b3: 0.01333  loss_triplet_b22: 0.008142  loss_triplet_b33: 0.006744  time: 0.5661  data_time: 0.0004  lr: 7.75e-05  max_mem: 20462M
[05/04 22:02:01] fastreid.utils.events INFO:  eta: 0:43:47  iter: 25999  total_loss: 3.502  loss_cls_b1: 0.3897  loss_cls_b2: 0.2896  loss_cls_b21: 0.4424  loss_cls_b22: 0.5106  loss_cls_b3: 0.2954  loss_cls_b31: 0.4909  loss_cls_b32: 0.5335  loss_cls_b33: 0.6239  loss_triplet_b1: 0.02083  loss_triplet_b2: 0.01124  loss_triplet_b3: 0.01276  loss_triplet_b22: 0.008257  loss_triplet_b33: 0.00402  time: 0.5662  data_time: 0.0007  lr: 7.16e-05  max_mem: 20462M
[05/04 22:04:00] fastreid.utils.events INFO:  eta: 0:41:52  iter: 26199  total_loss: 2.9  loss_cls_b1: 0.3238  loss_cls_b2: 0.2618  loss_cls_b21: 0.35  loss_cls_b22: 0.4212  loss_cls_b3: 0.2413  loss_cls_b31: 0.3738  loss_cls_b32: 0.4174  loss_cls_b33: 0.4753  loss_triplet_b1: 0.01189  loss_triplet_b2: 0.007804  loss_triplet_b3: 0.005288  loss_triplet_b22: 0.004462  loss_triplet_b33: 0.001884  time: 0.5663  data_time: 0.0005  lr: 6.59e-05  max_mem: 20462M
[05/04 22:05:58] fastreid.utils.events INFO:  eta: 0:39:56  iter: 26399  total_loss: 3.904  loss_cls_b1: 0.4019  loss_cls_b2: 0.3259  loss_cls_b21: 0.4675  loss_cls_b22: 0.5633  loss_cls_b3: 0.3742  loss_cls_b31: 0.5041  loss_cls_b32: 0.5667  loss_cls_b33: 0.6507  loss_triplet_b1: 0.0263  loss_triplet_b2: 0.01296  loss_triplet_b3: 0.01558  loss_triplet_b22: 0.01255  loss_triplet_b33: 0.006915  time: 0.5664  data_time: 0.0007  lr: 6.04e-05  max_mem: 20462M
[05/04 22:07:55] fastreid.utils.events INFO:  eta: 0:38:00  iter: 26599  total_loss: 3.361  loss_cls_b1: 0.3559  loss_cls_b2: 0.2769  loss_cls_b21: 0.4421  loss_cls_b22: 0.4462  loss_cls_b3: 0.2755  loss_cls_b31: 0.4699  loss_cls_b32: 0.5065  loss_cls_b33: 0.5728  loss_triplet_b1: 0.01768  loss_triplet_b2: 0.0114  loss_triplet_b3: 0.01068  loss_triplet_b22: 0.008405  loss_triplet_b33: 0.003387  time: 0.5665  data_time: 0.0005  lr: 5.51e-05  max_mem: 20462M
[05/04 22:09:54] fastreid.utils.events INFO:  eta: 0:36:05  iter: 26799  total_loss: 3.525  loss_cls_b1: 0.375  loss_cls_b2: 0.2975  loss_cls_b21: 0.4178  loss_cls_b22: 0.4769  loss_cls_b3: 0.2994  loss_cls_b31: 0.5035  loss_cls_b32: 0.5111  loss_cls_b33: 0.5885  loss_triplet_b1: 0.01957  loss_triplet_b2: 0.01312  loss_triplet_b3: 0.01345  loss_triplet_b22: 0.01079  loss_triplet_b33: 0.007235  time: 0.5666  data_time: 0.0007  lr: 5.00e-05  max_mem: 20462M
[05/04 22:11:52] fastreid.utils.events INFO:  eta: 0:34:10  iter: 26999  total_loss: 3.131  loss_cls_b1: 0.3187  loss_cls_b2: 0.2345  loss_cls_b21: 0.3694  loss_cls_b22: 0.438  loss_cls_b3: 0.2478  loss_cls_b31: 0.3786  loss_cls_b32: 0.4713  loss_cls_b33: 0.5549  loss_triplet_b1: 0.01484  loss_triplet_b2: 0.01047  loss_triplet_b3: 0.009718  loss_triplet_b22: 0.00744  loss_triplet_b33: 0.006242  time: 0.5668  data_time: 0.0005  lr: 4.51e-05  max_mem: 20462M
[05/04 22:13:50] fastreid.utils.events INFO:  eta: 0:32:14  iter: 27199  total_loss: 3.236  loss_cls_b1: 0.3666  loss_cls_b2: 0.2759  loss_cls_b21: 0.3838  loss_cls_b22: 0.4587  loss_cls_b3: 0.2668  loss_cls_b31: 0.4217  loss_cls_b32: 0.4862  loss_cls_b33: 0.5615  loss_triplet_b1: 0.017  loss_triplet_b2: 0.01059  loss_triplet_b3: 0.01101  loss_triplet_b22: 0.007381  loss_triplet_b33: 0.004902  time: 0.5668  data_time: 0.0009  lr: 4.04e-05  max_mem: 20462M
[05/04 22:15:47] fastreid.utils.events INFO:  eta: 0:30:18  iter: 27399  total_loss: 2.934  loss_cls_b1: 0.3286  loss_cls_b2: 0.2371  loss_cls_b21: 0.3246  loss_cls_b22: 0.4031  loss_cls_b3: 0.2558  loss_cls_b31: 0.3965  loss_cls_b32: 0.4005  loss_cls_b33: 0.4721  loss_triplet_b1: 0.01861  loss_triplet_b2: 0.008577  loss_triplet_b3: 0.008763  loss_triplet_b22: 0.005808  loss_triplet_b33: 0.002964  time: 0.5669  data_time: 0.0006  lr: 3.60e-05  max_mem: 20462M
[05/04 22:17:45] fastreid.utils.events INFO:  eta: 0:28:22  iter: 27599  total_loss: 2.419  loss_cls_b1: 0.2632  loss_cls_b2: 0.2049  loss_cls_b21: 0.2963  loss_cls_b22: 0.3258  loss_cls_b3: 0.2182  loss_cls_b31: 0.3352  loss_cls_b32: 0.4043  loss_cls_b33: 0.401  loss_triplet_b1: 0.01352  loss_triplet_b2: 0.00635  loss_triplet_b3: 0.006873  loss_triplet_b22: 0.004494  loss_triplet_b33: 0.001962  time: 0.5670  data_time: 0.0009  lr: 3.18e-05  max_mem: 20462M
[05/04 22:19:43] fastreid.utils.events INFO:  eta: 0:26:25  iter: 27799  total_loss: 2.912  loss_cls_b1: 0.3157  loss_cls_b2: 0.2387  loss_cls_b21: 0.3479  loss_cls_b22: 0.3852  loss_cls_b3: 0.2563  loss_cls_b31: 0.3568  loss_cls_b32: 0.4249  loss_cls_b33: 0.528  loss_triplet_b1: 0.01542  loss_triplet_b2: 0.007416  loss_triplet_b3: 0.007902  loss_triplet_b22: 0.004291  loss_triplet_b33: 0.002476  time: 0.5671  data_time: 0.0006  lr: 2.78e-05  max_mem: 20462M
[05/04 22:21:41] fastreid.utils.events INFO:  eta: 0:24:29  iter: 27999  total_loss: 2.228  loss_cls_b1: 0.2502  loss_cls_b2: 0.1897  loss_cls_b21: 0.2713  loss_cls_b22: 0.3054  loss_cls_b3: 0.1916  loss_cls_b31: 0.2948  loss_cls_b32: 0.3073  loss_cls_b33: 0.3705  loss_triplet_b1: 0.01181  loss_triplet_b2: 0.005319  loss_triplet_b3: 0.00497  loss_triplet_b22: 0.003574  loss_triplet_b33: 0.001935  time: 0.5672  data_time: 0.0004  lr: 2.41e-05  max_mem: 20462M
[05/04 22:23:39] fastreid.utils.events INFO:  eta: 0:22:34  iter: 28199  total_loss: 2.968  loss_cls_b1: 0.3054  loss_cls_b2: 0.2351  loss_cls_b21: 0.3612  loss_cls_b22: 0.3824  loss_cls_b3: 0.2452  loss_cls_b31: 0.4122  loss_cls_b32: 0.42  loss_cls_b33: 0.4822  loss_triplet_b1: 0.01585  loss_triplet_b2: 0.008239  loss_triplet_b3: 0.01041  loss_triplet_b22: 0.006629  loss_triplet_b33: 0.003277  time: 0.5673  data_time: 0.0006  lr: 2.06e-05  max_mem: 20462M
[05/04 22:25:37] fastreid.utils.events INFO:  eta: 0:20:38  iter: 28399  total_loss: 2.488  loss_cls_b1: 0.2566  loss_cls_b2: 0.2186  loss_cls_b21: 0.3036  loss_cls_b22: 0.3493  loss_cls_b3: 0.2081  loss_cls_b31: 0.322  loss_cls_b32: 0.3796  loss_cls_b33: 0.3756  loss_triplet_b1: 0.01187  loss_triplet_b2: 0.0057  loss_triplet_b3: 0.006995  loss_triplet_b22: 0.003539  loss_triplet_b33: 0.002534  time: 0.5674  data_time: 0.0004  lr: 1.74e-05  max_mem: 20462M
[05/04 22:27:35] fastreid.utils.events INFO:  eta: 0:18:43  iter: 28599  total_loss: 3.216  loss_cls_b1: 0.3395  loss_cls_b2: 0.2447  loss_cls_b21: 0.3718  loss_cls_b22: 0.4377  loss_cls_b3: 0.2513  loss_cls_b31: 0.3898  loss_cls_b32: 0.4561  loss_cls_b33: 0.5575  loss_triplet_b1: 0.01445  loss_triplet_b2: 0.00879  loss_triplet_b3: 0.008395  loss_triplet_b22: 0.005424  loss_triplet_b33: 0.003168  time: 0.5675  data_time: 0.0007  lr: 1.45e-05  max_mem: 20462M
[05/04 22:29:33] fastreid.utils.events INFO:  eta: 0:16:47  iter: 28799  total_loss: 2.498  loss_cls_b1: 0.2628  loss_cls_b2: 0.2171  loss_cls_b21: 0.3008  loss_cls_b22: 0.3575  loss_cls_b3: 0.2273  loss_cls_b31: 0.2968  loss_cls_b32: 0.3381  loss_cls_b33: 0.414  loss_triplet_b1: 0.01076  loss_triplet_b2: 0.006888  loss_triplet_b3: 0.007562  loss_triplet_b22: 0.004162  loss_triplet_b33: 0.002332  time: 0.5676  data_time: 0.0005  lr: 1.19e-05  max_mem: 20462M
[05/04 22:31:30] fastreid.utils.events INFO:  eta: 0:14:51  iter: 28999  total_loss: 2.916  loss_cls_b1: 0.3011  loss_cls_b2: 0.2376  loss_cls_b21: 0.3413  loss_cls_b22: 0.4  loss_cls_b3: 0.2278  loss_cls_b31: 0.3872  loss_cls_b32: 0.4064  loss_cls_b33: 0.52  loss_triplet_b1: 0.01723  loss_triplet_b2: 0.008714  loss_triplet_b3: 0.008089  loss_triplet_b22: 0.005916  loss_triplet_b33: 0.002921  time: 0.5677  data_time: 0.0007  lr: 9.47e-06  max_mem: 20462M
[05/04 22:33:28] fastreid.utils.events INFO:  eta: 0:12:55  iter: 29199  total_loss: 2.518  loss_cls_b1: 0.2795  loss_cls_b2: 0.2203  loss_cls_b21: 0.3159  loss_cls_b22: 0.3584  loss_cls_b3: 0.2255  loss_cls_b31: 0.3396  loss_cls_b32: 0.3579  loss_cls_b33: 0.3964  loss_triplet_b1: 0.01283  loss_triplet_b2: 0.006046  loss_triplet_b3: 0.006261  loss_triplet_b22: 0.004093  loss_triplet_b33: 0.002176  time: 0.5678  data_time: 0.0005  lr: 7.37e-06  max_mem: 20462M
[05/04 22:35:26] fastreid.utils.events INFO:  eta: 0:10:59  iter: 29399  total_loss: 2.855  loss_cls_b1: 0.2878  loss_cls_b2: 0.226  loss_cls_b21: 0.3243  loss_cls_b22: 0.4032  loss_cls_b3: 0.2382  loss_cls_b31: 0.36  loss_cls_b32: 0.4169  loss_cls_b33: 0.5209  loss_triplet_b1: 0.0112  loss_triplet_b2: 0.007252  loss_triplet_b3: 0.007996  loss_triplet_b22: 0.00466  loss_triplet_b33: 0.002979  time: 0.5678  data_time: 0.0008  lr: 5.56e-06  max_mem: 20462M
[05/04 22:37:24] fastreid.utils.events INFO:  eta: 0:09:03  iter: 29599  total_loss: 2.46  loss_cls_b1: 0.2671  loss_cls_b2: 0.2056  loss_cls_b21: 0.3016  loss_cls_b22: 0.3716  loss_cls_b3: 0.2377  loss_cls_b31: 0.3319  loss_cls_b32: 0.3422  loss_cls_b33: 0.4444  loss_triplet_b1: 0.009701  loss_triplet_b2: 0.006131  loss_triplet_b3: 0.0062  loss_triplet_b22: 0.003771  loss_triplet_b33: 0.001159  time: 0.5679  data_time: 0.0005  lr: 4.03e-06  max_mem: 20462M
[05/04 22:39:22] fastreid.utils.events INFO:  eta: 0:07:08  iter: 29799  total_loss: 3.158  loss_cls_b1: 0.3271  loss_cls_b2: 0.2459  loss_cls_b21: 0.3852  loss_cls_b22: 0.4533  loss_cls_b3: 0.259  loss_cls_b31: 0.4379  loss_cls_b32: 0.4676  loss_cls_b33: 0.548  loss_triplet_b1: 0.01348  loss_triplet_b2: 0.007613  loss_triplet_b3: 0.009137  loss_triplet_b22: 0.005348  loss_triplet_b33: 0.003068  time: 0.5680  data_time: 0.0008  lr: 2.80e-06  max_mem: 20462M
[05/04 22:41:20] fastreid.utils.events INFO:  eta: 0:05:12  iter: 29999  total_loss: 2.863  loss_cls_b1: 0.2972  loss_cls_b2: 0.2487  loss_cls_b21: 0.342  loss_cls_b22: 0.393  loss_cls_b3: 0.2379  loss_cls_b31: 0.3588  loss_cls_b32: 0.379  loss_cls_b33: 0.4759  loss_triplet_b1: 0.01342  loss_triplet_b2: 0.008141  loss_triplet_b3: 0.008497  loss_triplet_b22: 0.005535  loss_triplet_b33: 0.003296  time: 0.5681  data_time: 0.0006  lr: 1.85e-06  max_mem: 20462M
[05/04 22:43:18] fastreid.utils.events INFO:  eta: 0:03:17  iter: 30199  total_loss: 2.935  loss_cls_b1: 0.3092  loss_cls_b2: 0.257  loss_cls_b21: 0.3831  loss_cls_b22: 0.4099  loss_cls_b3: 0.239  loss_cls_b31: 0.4127  loss_cls_b32: 0.4251  loss_cls_b33: 0.518  loss_triplet_b1: 0.01434  loss_triplet_b2: 0.008489  loss_triplet_b3: 0.008824  loss_triplet_b22: 0.005994  loss_triplet_b33: 0.003113  time: 0.5682  data_time: 0.0008  lr: 1.20e-06  max_mem: 20462M
[05/04 22:45:16] fastreid.utils.events INFO:  eta: 0:01:21  iter: 30399  total_loss: 2.68  loss_cls_b1: 0.2976  loss_cls_b2: 0.227  loss_cls_b21: 0.3007  loss_cls_b22: 0.3507  loss_cls_b3: 0.2394  loss_cls_b31: 0.3317  loss_cls_b32: 0.3647  loss_cls_b33: 0.4413  loss_triplet_b1: 0.01519  loss_triplet_b2: 0.005997  loss_triplet_b3: 0.007344  loss_triplet_b22: 0.004251  loss_triplet_b33: 0.002442  time: 0.5683  data_time: 0.0006  lr: 8.43e-07  max_mem: 20462M
[05/04 22:46:38] fastreid.engine.defaults INFO: Prepare testing set
[05/04 22:46:39] fastreid.data.datasets.bases INFO: => Loaded MSMT17 in csv format: 
[36m| subset   | # ids   | # images   | # cameras   |
|:---------|:--------|:-----------|:------------|
| query    | 3060    | 11659      | 15          |
| gallery  | 3060    | 82161      | 15          |[0m
[05/04 22:46:39] fastreid.evaluation.evaluator INFO: Start inference on 93820 images
[05/04 22:46:49] fastreid.evaluation.evaluator INFO: Inference done 11/733. 0.0737 s / batch. ETA=0:01:34
[05/04 22:47:19] fastreid.evaluation.evaluator INFO: Inference done 222/733. 0.0701 s / batch. ETA=0:01:12
[05/04 22:47:49] fastreid.evaluation.evaluator INFO: Inference done 436/733. 0.0687 s / batch. ETA=0:00:41
[05/04 22:48:19] fastreid.evaluation.evaluator INFO: Inference done 650/733. 0.0685 s / batch. ETA=0:00:11
[05/04 22:48:33] fastreid.evaluation.evaluator INFO: Total inference time: 0:01:44.059456 (0.142939 s / batch per device)
[05/04 22:48:33] fastreid.evaluation.evaluator INFO: Total inference pure compute time: 0:00:50 (0.069959 s / batch per device)
[05/04 23:13:17] fastreid.evaluation.testing INFO: Evaluation results in csv format: 
[36m| Datasets   | Rank-1   | Rank-5   | Rank-10   | mAP    | mINP   |
|:-----------|:---------|:---------|:----------|:-------|:-------|
| MSMT17     | 90.71%   | 95.22%   | 96.29%    | 76.02% | 28.09% |[0m
[05/04 23:13:17] fastreid.utils.events INFO:  eta: 0:00:00  iter: 30539  total_loss: 2.378  loss_cls_b1: 0.2504  loss_cls_b2: 0.2161  loss_cls_b21: 0.3142  loss_cls_b22: 0.3215  loss_cls_b3: 0.2191  loss_cls_b31: 0.3236  loss_cls_b32: 0.3299  loss_cls_b33: 0.3806  loss_triplet_b1: 0.009833  loss_triplet_b2: 0.006375  loss_triplet_b3: 0.006395  loss_triplet_b22: 0.003122  loss_triplet_b33: 0.001589  time: 0.5683  data_time: 0.0004  lr: 7.70e-07  max_mem: 20462M
[05/04 23:13:17] fastreid.engine.hooks INFO: Overall training speed: 30537 iterations in 4:49:15 (0.5683 s / it)
[05/04 23:13:17] fastreid.engine.hooks INFO: Total training time: 5:20:07 (0:30:51 on hooks)
