[04/30 22:42:39] fastreid INFO: Rank of current process: 0. World size: 4
[04/30 22:42:39] 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, 

[04/30 22:42:39] fastreid INFO: Command line arguments: Namespace(config_file='configs/CMDM/msmt17_mgn_R152_lion.yml', finetune=False, resume=False, eval_only=False, num_gpus=4, num_machines=1, machine_rank=0, dist_url='tcp://127.0.0.1:38561', opts=[])
[04/30 22:42:39] fastreid INFO: Contents of args.config_file=configs/CMDM/msmt17_mgn_R152_lion.yml:
_BASE_: "../Base-MGN.yml"

MODEL:
  BACKBONE:
    WITH_IBN: False
    EXTRA_BN: True
    DEPTH: "152x"
    PRETRAIN_PATH: "/home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet152.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/ResNet152_LION_MGN"

[04/30 22:42:39] 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: 152x
    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/ResNet152.pth
    WITH_IBN: False
    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/ResNet152_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
[04/30 22:42:39] fastreid INFO: Full config saved to /home/ma-user/work/Projects/ReIDNet_Finetune/FastReID/logs/msmt17/ResNet152_LION_MGN/config.yaml
[04/30 22:42:39] fastreid.utils.env INFO: Using a generated random seed 41305466
[04/30 22:42:39] fastreid.engine.defaults INFO: Prepare training set
[04/30 22:42:40] fastreid.data.datasets.bases INFO: => Loaded MSMT17 in csv format: 
[36m| subset   | # ids   | # images   | # cameras   |
|:---------|:--------|:-----------|:------------|
| train    | 1041    | 32621      | 15          |[0m
[04/30 22:42:40] 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.
[04/30 22:42:42] fastreid.modeling.backbones.resnet INFO: Loading pretrained model from /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet152.pth
[04/30 22:43:02] fastreid.engine.defaults INFO: Freeze layer group "backbone,b1,b2,b3" training for 5090 iterations
[04/30 22:43:02] fastreid.utils.checkpoint INFO: No checkpoint found. Training model from scratch
[04/30 22:43:02] fastreid.engine.train_loop INFO: Starting training from iteration 0
[04/30 22:45:26] fastreid.utils.events INFO:  eta: 5:45:56  iter: 199  total_loss: 56.64  loss_cls_b1: 6.469  loss_cls_b2: 6.302  loss_cls_b21: 6.322  loss_cls_b22: 6.379  loss_cls_b3: 6.409  loss_cls_b31: 6.433  loss_cls_b32: 6.431  loss_cls_b33: 6.374  loss_triplet_b1: 0.9205  loss_triplet_b2: 0.919  loss_triplet_b3: 0.9293  loss_triplet_b22: 1.266  loss_triplet_b33: 1.748  time: 0.6865  data_time: 0.0007  lr: 1.70e-05  max_mem: 21562M
[04/30 22:47:44] fastreid.utils.events INFO:  eta: 5:43:28  iter: 399  total_loss: 55.98  loss_cls_b1: 6.247  loss_cls_b2: 6.225  loss_cls_b21: 6.389  loss_cls_b22: 6.345  loss_cls_b3: 6.337  loss_cls_b31: 6.332  loss_cls_b32: 6.363  loss_cls_b33: 6.335  loss_triplet_b1: 0.8655  loss_triplet_b2: 0.8981  loss_triplet_b3: 0.9018  loss_triplet_b22: 1.208  loss_triplet_b33: 1.672  time: 0.6849  data_time: 0.0004  lr: 3.07e-05  max_mem: 21562M
[04/30 22:50:01] fastreid.utils.events INFO:  eta: 5:41:11  iter: 599  total_loss: 55.42  loss_cls_b1: 6.269  loss_cls_b2: 6.291  loss_cls_b21: 6.203  loss_cls_b22: 6.248  loss_cls_b3: 6.31  loss_cls_b31: 6.146  loss_cls_b32: 6.243  loss_cls_b33: 6.264  loss_triplet_b1: 0.7862  loss_triplet_b2: 0.8198  loss_triplet_b3: 0.8141  loss_triplet_b22: 1.146  loss_triplet_b33: 1.616  time: 0.6843  data_time: 0.0007  lr: 4.43e-05  max_mem: 21562M
[04/30 22:52:18] fastreid.utils.events INFO:  eta: 5:38:53  iter: 799  total_loss: 54.82  loss_cls_b1: 6.128  loss_cls_b2: 6.165  loss_cls_b21: 6.189  loss_cls_b22: 6.117  loss_cls_b3: 6.084  loss_cls_b31: 6.152  loss_cls_b32: 6.209  loss_cls_b33: 6.162  loss_triplet_b1: 0.8538  loss_triplet_b2: 0.8821  loss_triplet_b3: 0.8254  loss_triplet_b22: 1.189  loss_triplet_b33: 1.565  time: 0.6840  data_time: 0.0005  lr: 5.79e-05  max_mem: 21562M
[04/30 22:54:35] fastreid.utils.events INFO:  eta: 5:36:33  iter: 999  total_loss: 53.72  loss_cls_b1: 6.109  loss_cls_b2: 5.995  loss_cls_b21: 6.121  loss_cls_b22: 6.109  loss_cls_b3: 6.031  loss_cls_b31: 6.103  loss_cls_b32: 6.102  loss_cls_b33: 6.111  loss_triplet_b1: 0.7763  loss_triplet_b2: 0.7801  loss_triplet_b3: 0.7491  loss_triplet_b22: 1.084  loss_triplet_b33: 1.464  time: 0.6836  data_time: 0.0008  lr: 7.15e-05  max_mem: 21562M
[04/30 22:56:53] fastreid.utils.events INFO:  eta: 5:34:09  iter: 1199  total_loss: 51.37  loss_cls_b1: 5.779  loss_cls_b2: 5.756  loss_cls_b21: 5.805  loss_cls_b22: 5.828  loss_cls_b3: 5.783  loss_cls_b31: 5.925  loss_cls_b32: 5.799  loss_cls_b33: 6.004  loss_triplet_b1: 0.7125  loss_triplet_b2: 0.7068  loss_triplet_b3: 0.7005  loss_triplet_b22: 1.024  loss_triplet_b33: 1.335  time: 0.6835  data_time: 0.0005  lr: 8.51e-05  max_mem: 21562M
[04/30 22:59:10] fastreid.utils.events INFO:  eta: 5:31:45  iter: 1399  total_loss: 51.28  loss_cls_b1: 5.63  loss_cls_b2: 5.765  loss_cls_b21: 5.807  loss_cls_b22: 5.946  loss_cls_b3: 5.719  loss_cls_b31: 5.856  loss_cls_b32: 5.914  loss_cls_b33: 5.949  loss_triplet_b1: 0.7077  loss_triplet_b2: 0.7106  loss_triplet_b3: 0.7317  loss_triplet_b22: 1.003  loss_triplet_b33: 1.354  time: 0.6832  data_time: 0.0008  lr: 9.87e-05  max_mem: 21562M
[04/30 23:01:27] fastreid.utils.events INFO:  eta: 5:29:23  iter: 1599  total_loss: 49.22  loss_cls_b1: 5.449  loss_cls_b2: 5.414  loss_cls_b21: 5.658  loss_cls_b22: 5.513  loss_cls_b3: 5.562  loss_cls_b31: 5.704  loss_cls_b32: 5.612  loss_cls_b33: 5.79  loss_triplet_b1: 0.7037  loss_triplet_b2: 0.7129  loss_triplet_b3: 0.7156  loss_triplet_b22: 1.039  loss_triplet_b33: 1.299  time: 0.6831  data_time: 0.0007  lr: 1.12e-04  max_mem: 21562M
[04/30 23:03:45] fastreid.utils.events INFO:  eta: 5:27:05  iter: 1799  total_loss: 48.4  loss_cls_b1: 5.319  loss_cls_b2: 5.424  loss_cls_b21: 5.6  loss_cls_b22: 5.58  loss_cls_b3: 5.416  loss_cls_b31: 5.64  loss_cls_b32: 5.478  loss_cls_b33: 5.65  loss_triplet_b1: 0.6173  loss_triplet_b2: 0.6422  loss_triplet_b3: 0.6258  loss_triplet_b22: 0.911  loss_triplet_b33: 1.212  time: 0.6831  data_time: 0.0009  lr: 1.26e-04  max_mem: 21562M
[04/30 23:06:02] fastreid.utils.events INFO:  eta: 5:24:49  iter: 1999  total_loss: 45.94  loss_cls_b1: 5.045  loss_cls_b2: 5.04  loss_cls_b21: 5  loss_cls_b22: 5.09  loss_cls_b3: 5.064  loss_cls_b31: 5.192  loss_cls_b32: 5.124  loss_cls_b33: 5.482  loss_triplet_b1: 0.6286  loss_triplet_b2: 0.6399  loss_triplet_b3: 0.6105  loss_triplet_b22: 0.8853  loss_triplet_b33: 1.126  time: 0.6830  data_time: 0.0006  lr: 1.40e-04  max_mem: 21562M
[04/30 23:08:19] fastreid.utils.events INFO:  eta: 5:22:33  iter: 2199  total_loss: 43.92  loss_cls_b1: 4.892  loss_cls_b2: 5.017  loss_cls_b21: 4.961  loss_cls_b22: 5.114  loss_cls_b3: 4.783  loss_cls_b31: 5.089  loss_cls_b32: 5.132  loss_cls_b33: 5.316  loss_triplet_b1: 0.5513  loss_triplet_b2: 0.5309  loss_triplet_b3: 0.5327  loss_triplet_b22: 0.7731  loss_triplet_b33: 0.9883  time: 0.6829  data_time: 0.0009  lr: 1.53e-04  max_mem: 21562M
[04/30 23:10:36] fastreid.utils.events INFO:  eta: 5:20:20  iter: 2399  total_loss: 42.03  loss_cls_b1: 4.665  loss_cls_b2: 4.598  loss_cls_b21: 4.777  loss_cls_b22: 5.075  loss_cls_b3: 4.623  loss_cls_b31: 4.798  loss_cls_b32: 4.817  loss_cls_b33: 5.199  loss_triplet_b1: 0.6348  loss_triplet_b2: 0.6518  loss_triplet_b3: 0.6319  loss_triplet_b22: 0.8685  loss_triplet_b33: 1.112  time: 0.6829  data_time: 0.0006  lr: 1.67e-04  max_mem: 21562M
[04/30 23:12:54] fastreid.utils.events INFO:  eta: 5:18:04  iter: 2599  total_loss: 38.94  loss_cls_b1: 4.256  loss_cls_b2: 4.177  loss_cls_b21: 4.423  loss_cls_b22: 4.55  loss_cls_b3: 4.485  loss_cls_b31: 4.502  loss_cls_b32: 4.604  loss_cls_b33: 4.702  loss_triplet_b1: 0.531  loss_triplet_b2: 0.5734  loss_triplet_b3: 0.5418  loss_triplet_b22: 0.8082  loss_triplet_b33: 1.01  time: 0.6829  data_time: 0.0008  lr: 1.80e-04  max_mem: 21562M
[04/30 23:15:11] fastreid.utils.events INFO:  eta: 5:15:40  iter: 2799  total_loss: 37.85  loss_cls_b1: 4.07  loss_cls_b2: 4.158  loss_cls_b21: 4.336  loss_cls_b22: 4.452  loss_cls_b3: 4.212  loss_cls_b31: 4.348  loss_cls_b32: 4.437  loss_cls_b33: 4.71  loss_triplet_b1: 0.5271  loss_triplet_b2: 0.5467  loss_triplet_b3: 0.5709  loss_triplet_b22: 0.7417  loss_triplet_b33: 0.9106  time: 0.6828  data_time: 0.0007  lr: 1.94e-04  max_mem: 21562M
[04/30 23:17:28] fastreid.utils.events INFO:  eta: 5:13:21  iter: 2999  total_loss: 31.23  loss_cls_b1: 3.116  loss_cls_b2: 3.065  loss_cls_b21: 3.251  loss_cls_b22: 3.685  loss_cls_b3: 3.252  loss_cls_b31: 3.523  loss_cls_b32: 3.44  loss_cls_b33: 3.963  loss_triplet_b1: 0.4695  loss_triplet_b2: 0.4963  loss_triplet_b3: 0.5012  loss_triplet_b22: 0.6662  loss_triplet_b33: 0.9585  time: 0.6827  data_time: 0.0006  lr: 2.08e-04  max_mem: 21562M
[04/30 23:19:45] fastreid.utils.events INFO:  eta: 5:11:05  iter: 3199  total_loss: 35.89  loss_cls_b1: 3.85  loss_cls_b2: 3.976  loss_cls_b21: 4.102  loss_cls_b22: 4.259  loss_cls_b3: 3.916  loss_cls_b31: 4.159  loss_cls_b32: 4.085  loss_cls_b33: 4.59  loss_triplet_b1: 0.5526  loss_triplet_b2: 0.5393  loss_triplet_b3: 0.5611  loss_triplet_b22: 0.731  loss_triplet_b33: 0.9076  time: 0.6828  data_time: 0.0008  lr: 2.21e-04  max_mem: 21562M
[04/30 23:22:03] fastreid.utils.events INFO:  eta: 5:08:47  iter: 3399  total_loss: 28.85  loss_cls_b1: 2.951  loss_cls_b2: 2.881  loss_cls_b21: 3.183  loss_cls_b22: 3.453  loss_cls_b3: 2.77  loss_cls_b31: 3.385  loss_cls_b32: 3.282  loss_cls_b33: 3.876  loss_triplet_b1: 0.4885  loss_triplet_b2: 0.4713  loss_triplet_b3: 0.4745  loss_triplet_b22: 0.6563  loss_triplet_b33: 0.8524  time: 0.6827  data_time: 0.0004  lr: 2.35e-04  max_mem: 21562M
[04/30 23:24:20] fastreid.utils.events INFO:  eta: 5:06:27  iter: 3599  total_loss: 32.05  loss_cls_b1: 3.404  loss_cls_b2: 3.328  loss_cls_b21: 3.673  loss_cls_b22: 3.673  loss_cls_b3: 3.359  loss_cls_b31: 3.716  loss_cls_b32: 3.59  loss_cls_b33: 4.052  loss_triplet_b1: 0.4404  loss_triplet_b2: 0.4185  loss_triplet_b3: 0.4263  loss_triplet_b22: 0.5769  loss_triplet_b33: 0.7116  time: 0.6826  data_time: 0.0007  lr: 2.49e-04  max_mem: 21562M
[04/30 23:26:37] fastreid.utils.events INFO:  eta: 5:04:08  iter: 3799  total_loss: 29.5  loss_cls_b1: 3.02  loss_cls_b2: 3.083  loss_cls_b21: 3.354  loss_cls_b22: 3.458  loss_cls_b3: 3.012  loss_cls_b31: 3.539  loss_cls_b32: 3.276  loss_cls_b33: 3.743  loss_triplet_b1: 0.4686  loss_triplet_b2: 0.4883  loss_triplet_b3: 0.4568  loss_triplet_b22: 0.674  loss_triplet_b33: 0.808  time: 0.6826  data_time: 0.0005  lr: 2.62e-04  max_mem: 21562M
[04/30 23:28:54] fastreid.utils.events INFO:  eta: 5:01:46  iter: 3999  total_loss: 30.86  loss_cls_b1: 3.206  loss_cls_b2: 3.289  loss_cls_b21: 3.387  loss_cls_b22: 3.66  loss_cls_b3: 3.219  loss_cls_b31: 3.593  loss_cls_b32: 3.553  loss_cls_b33: 3.854  loss_triplet_b1: 0.4253  loss_triplet_b2: 0.4377  loss_triplet_b3: 0.4246  loss_triplet_b22: 0.608  loss_triplet_b33: 0.7269  time: 0.6825  data_time: 0.0007  lr: 2.76e-04  max_mem: 21562M
[04/30 23:31:11] fastreid.utils.events INFO:  eta: 4:59:25  iter: 4199  total_loss: 28.13  loss_cls_b1: 2.81  loss_cls_b2: 2.883  loss_cls_b21: 3.073  loss_cls_b22: 3.283  loss_cls_b3: 2.796  loss_cls_b31: 3.227  loss_cls_b32: 3.182  loss_cls_b33: 3.639  loss_triplet_b1: 0.4024  loss_triplet_b2: 0.3959  loss_triplet_b3: 0.3889  loss_triplet_b22: 0.5835  loss_triplet_b33: 0.6985  time: 0.6824  data_time: 0.0005  lr: 2.89e-04  max_mem: 21562M
[04/30 23:33:28] fastreid.utils.events INFO:  eta: 4:57:07  iter: 4399  total_loss: 30.36  loss_cls_b1: 3.141  loss_cls_b2: 3.12  loss_cls_b21: 3.425  loss_cls_b22: 3.576  loss_cls_b3: 3.152  loss_cls_b31: 3.496  loss_cls_b32: 3.453  loss_cls_b33: 3.788  loss_triplet_b1: 0.4511  loss_triplet_b2: 0.46  loss_triplet_b3: 0.47  loss_triplet_b22: 0.6127  loss_triplet_b33: 0.7436  time: 0.6824  data_time: 0.0008  lr: 3.03e-04  max_mem: 21562M
[04/30 23:35:45] fastreid.utils.events INFO:  eta: 4:54:53  iter: 4599  total_loss: 27.45  loss_cls_b1: 2.809  loss_cls_b2: 2.94  loss_cls_b21: 3.071  loss_cls_b22: 3.301  loss_cls_b3: 2.817  loss_cls_b31: 3.377  loss_cls_b32: 3.271  loss_cls_b33: 3.556  loss_triplet_b1: 0.4293  loss_triplet_b2: 0.4305  loss_triplet_b3: 0.4264  loss_triplet_b22: 0.5862  loss_triplet_b33: 0.6816  time: 0.6824  data_time: 0.0006  lr: 3.17e-04  max_mem: 21562M
[04/30 23:38:02] fastreid.utils.events INFO:  eta: 4:52:38  iter: 4799  total_loss: 26.9  loss_cls_b1: 2.805  loss_cls_b2: 2.723  loss_cls_b21: 3.065  loss_cls_b22: 3.279  loss_cls_b3: 2.722  loss_cls_b31: 3.275  loss_cls_b32: 3.087  loss_cls_b33: 3.603  loss_triplet_b1: 0.3818  loss_triplet_b2: 0.3609  loss_triplet_b3: 0.3702  loss_triplet_b22: 0.5118  loss_triplet_b33: 0.6566  time: 0.6824  data_time: 0.0009  lr: 3.30e-04  max_mem: 21562M
[04/30 23:40:20] fastreid.utils.events INFO:  eta: 4:50:25  iter: 4999  total_loss: 24.94  loss_cls_b1: 2.538  loss_cls_b2: 2.51  loss_cls_b21: 2.757  loss_cls_b22: 2.907  loss_cls_b3: 2.465  loss_cls_b31: 3.048  loss_cls_b32: 2.89  loss_cls_b33: 3.326  loss_triplet_b1: 0.2945  loss_triplet_b2: 0.3178  loss_triplet_b3: 0.3149  loss_triplet_b22: 0.4191  loss_triplet_b33: 0.4935  time: 0.6823  data_time: 0.0006  lr: 3.44e-04  max_mem: 21562M
[04/30 23:42:48] fastreid.utils.events INFO:  eta: 4:48:19  iter: 5199  total_loss: 32.6  loss_cls_b1: 3.438  loss_cls_b2: 3.364  loss_cls_b21: 3.575  loss_cls_b22: 3.845  loss_cls_b3: 3.219  loss_cls_b31: 3.756  loss_cls_b32: 3.597  loss_cls_b33: 4.234  loss_triplet_b1: 0.5682  loss_triplet_b2: 0.6171  loss_triplet_b3: 0.5068  loss_triplet_b22: 0.7235  loss_triplet_b33: 0.739  time: 0.6844  data_time: 0.0010  lr: 3.50e-04  max_mem: 21562M
[04/30 23:45:26] fastreid.utils.events INFO:  eta: 4:46:39  iter: 5399  total_loss: 27.51  loss_cls_b1: 3.003  loss_cls_b2: 2.81  loss_cls_b21: 3.077  loss_cls_b22: 3.217  loss_cls_b3: 2.912  loss_cls_b31: 3.272  loss_cls_b32: 3.234  loss_cls_b33: 3.62  loss_triplet_b1: 0.3777  loss_triplet_b2: 0.3552  loss_triplet_b3: 0.347  loss_triplet_b22: 0.4222  loss_triplet_b33: 0.4666  time: 0.6878  data_time: 0.0006  lr: 3.50e-04  max_mem: 21562M
[04/30 23:48:03] fastreid.utils.events INFO:  eta: 5:17:56  iter: 5599  total_loss: 24.38  loss_cls_b1: 2.42  loss_cls_b2: 2.35  loss_cls_b21: 2.911  loss_cls_b22: 2.843  loss_cls_b3: 2.297  loss_cls_b31: 2.993  loss_cls_b32: 2.804  loss_cls_b33: 3.307  loss_triplet_b1: 0.5004  loss_triplet_b2: 0.4498  loss_triplet_b3: 0.3944  loss_triplet_b22: 0.5915  loss_triplet_b33: 0.6738  time: 0.6909  data_time: 0.0009  lr: 3.50e-04  max_mem: 21562M
[04/30 23:50:41] fastreid.utils.events INFO:  eta: 5:18:20  iter: 5799  total_loss: 25.5  loss_cls_b1: 2.834  loss_cls_b2: 2.669  loss_cls_b21: 2.941  loss_cls_b22: 3.125  loss_cls_b3: 2.622  loss_cls_b31: 3.122  loss_cls_b32: 2.991  loss_cls_b33: 3.489  loss_triplet_b1: 0.2698  loss_triplet_b2: 0.2208  loss_triplet_b3: 0.2179  loss_triplet_b22: 0.3391  loss_triplet_b33: 0.3321  time: 0.6937  data_time: 0.0006  lr: 3.50e-04  max_mem: 21562M
[04/30 23:53:18] fastreid.utils.events INFO:  eta: 5:16:26  iter: 5999  total_loss: 21.1  loss_cls_b1: 2.093  loss_cls_b2: 1.948  loss_cls_b21: 2.384  loss_cls_b22: 2.591  loss_cls_b3: 1.949  loss_cls_b31: 2.649  loss_cls_b32: 2.617  loss_cls_b33: 3.07  loss_triplet_b1: 0.3285  loss_triplet_b2: 0.2804  loss_triplet_b3: 0.2668  loss_triplet_b22: 0.3402  loss_triplet_b33: 0.4693  time: 0.6964  data_time: 0.0004  lr: 3.50e-04  max_mem: 21562M
[04/30 23:55:56] fastreid.utils.events INFO:  eta: 5:13:53  iter: 6199  total_loss: 23.27  loss_cls_b1: 2.441  loss_cls_b2: 2.424  loss_cls_b21: 2.645  loss_cls_b22: 2.93  loss_cls_b3: 2.323  loss_cls_b31: 2.996  loss_cls_b32: 2.855  loss_cls_b33: 3.357  loss_triplet_b1: 0.2393  loss_triplet_b2: 0.2154  loss_triplet_b3: 0.1872  loss_triplet_b22: 0.2706  loss_triplet_b33: 0.313  time: 0.6990  data_time: 0.0007  lr: 3.50e-04  max_mem: 21562M
[04/30 23:58:33] fastreid.utils.events INFO:  eta: 5:11:08  iter: 6399  total_loss: 19.02  loss_cls_b1: 1.929  loss_cls_b2: 1.865  loss_cls_b21: 2.181  loss_cls_b22: 2.48  loss_cls_b3: 1.85  loss_cls_b31: 2.385  loss_cls_b32: 2.432  loss_cls_b33: 3.109  loss_triplet_b1: 0.2279  loss_triplet_b2: 0.1605  loss_triplet_b3: 0.1698  loss_triplet_b22: 0.2778  loss_triplet_b33: 0.265  time: 0.7012  data_time: 0.0004  lr: 3.50e-04  max_mem: 21562M
[05/01 00:01:10] fastreid.utils.events INFO:  eta: 5:08:27  iter: 6599  total_loss: 21.36  loss_cls_b1: 2.301  loss_cls_b2: 2.217  loss_cls_b21: 2.427  loss_cls_b22: 2.701  loss_cls_b3: 2.207  loss_cls_b31: 2.657  loss_cls_b32: 2.56  loss_cls_b33: 3.319  loss_triplet_b1: 0.1684  loss_triplet_b2: 0.1351  loss_triplet_b3: 0.1346  loss_triplet_b22: 0.1659  loss_triplet_b33: 0.1848  time: 0.7034  data_time: 0.0007  lr: 3.50e-04  max_mem: 21562M
[05/01 00:03:48] fastreid.utils.events INFO:  eta: 5:05:50  iter: 6799  total_loss: 18.73  loss_cls_b1: 1.946  loss_cls_b2: 1.843  loss_cls_b21: 2.236  loss_cls_b22: 2.314  loss_cls_b3: 1.815  loss_cls_b31: 2.515  loss_cls_b32: 2.32  loss_cls_b33: 2.865  loss_triplet_b1: 0.218  loss_triplet_b2: 0.2109  loss_triplet_b3: 0.1697  loss_triplet_b22: 0.2686  loss_triplet_b33: 0.2559  time: 0.7055  data_time: 0.0005  lr: 3.50e-04  max_mem: 21562M
[05/01 00:06:25] fastreid.utils.events INFO:  eta: 5:03:07  iter: 6999  total_loss: 19.29  loss_cls_b1: 2.061  loss_cls_b2: 1.973  loss_cls_b21: 2.385  loss_cls_b22: 2.557  loss_cls_b3: 1.953  loss_cls_b31: 2.569  loss_cls_b32: 2.484  loss_cls_b33: 2.961  loss_triplet_b1: 0.2112  loss_triplet_b2: 0.171  loss_triplet_b3: 0.1397  loss_triplet_b22: 0.2334  loss_triplet_b33: 0.1985  time: 0.7074  data_time: 0.0007  lr: 3.50e-04  max_mem: 21562M
[05/01 00:09:03] fastreid.utils.events INFO:  eta: 5:00:34  iter: 7199  total_loss: 19.72  loss_cls_b1: 2.011  loss_cls_b2: 1.916  loss_cls_b21: 2.28  loss_cls_b22: 2.432  loss_cls_b3: 1.859  loss_cls_b31: 2.571  loss_cls_b32: 2.364  loss_cls_b33: 2.907  loss_triplet_b1: 0.2282  loss_triplet_b2: 0.2001  loss_triplet_b3: 0.1821  loss_triplet_b22: 0.2419  loss_triplet_b33: 0.2958  time: 0.7092  data_time: 0.0005  lr: 3.50e-04  max_mem: 21562M
[05/01 00:11:40] fastreid.utils.events INFO:  eta: 4:58:05  iter: 7399  total_loss: 18.46  loss_cls_b1: 2.013  loss_cls_b2: 1.81  loss_cls_b21: 2.207  loss_cls_b22: 2.3  loss_cls_b3: 1.865  loss_cls_b31: 2.538  loss_cls_b32: 2.397  loss_cls_b33: 2.915  loss_triplet_b1: 0.1864  loss_triplet_b2: 0.1449  loss_triplet_b3: 0.1434  loss_triplet_b22: 0.1619  loss_triplet_b33: 0.2163  time: 0.7110  data_time: 0.0008  lr: 3.50e-04  max_mem: 21562M
[05/01 00:14:18] fastreid.utils.events INFO:  eta: 4:55:33  iter: 7599  total_loss: 16.08  loss_cls_b1: 1.726  loss_cls_b2: 1.506  loss_cls_b21: 1.836  loss_cls_b22: 2.205  loss_cls_b3: 1.548  loss_cls_b31: 2.1  loss_cls_b32: 2.076  loss_cls_b33: 2.656  loss_triplet_b1: 0.1255  loss_triplet_b2: 0.08344  loss_triplet_b3: 0.08779  loss_triplet_b22: 0.1279  loss_triplet_b33: 0.1796  time: 0.7126  data_time: 0.0005  lr: 3.50e-04  max_mem: 21562M
[05/01 00:16:55] fastreid.utils.events INFO:  eta: 4:52:55  iter: 7799  total_loss: 17.38  loss_cls_b1: 1.85  loss_cls_b2: 1.712  loss_cls_b21: 2.086  loss_cls_b22: 2.304  loss_cls_b3: 1.691  loss_cls_b31: 2.37  loss_cls_b32: 2.295  loss_cls_b33: 2.792  loss_triplet_b1: 0.1318  loss_triplet_b2: 0.09982  loss_triplet_b3: 0.08631  loss_triplet_b22: 0.1153  loss_triplet_b33: 0.1249  time: 0.7142  data_time: 0.0008  lr: 3.50e-04  max_mem: 21562M
[05/01 00:19:33] fastreid.utils.events INFO:  eta: 4:50:24  iter: 7999  total_loss: 16.96  loss_cls_b1: 1.716  loss_cls_b2: 1.601  loss_cls_b21: 1.951  loss_cls_b22: 2.17  loss_cls_b3: 1.502  loss_cls_b31: 2.079  loss_cls_b32: 2.147  loss_cls_b33: 2.562  loss_triplet_b1: 0.155  loss_triplet_b2: 0.127  loss_triplet_b3: 0.1162  loss_triplet_b22: 0.1634  loss_triplet_b33: 0.1822  time: 0.7157  data_time: 0.0006  lr: 3.50e-04  max_mem: 21562M
[05/01 00:22:10] fastreid.utils.events INFO:  eta: 4:47:48  iter: 8199  total_loss: 17.02  loss_cls_b1: 1.745  loss_cls_b2: 1.619  loss_cls_b21: 2.069  loss_cls_b22: 2.18  loss_cls_b3: 1.68  loss_cls_b31: 2.239  loss_cls_b32: 2.126  loss_cls_b33: 2.633  loss_triplet_b1: 0.16  loss_triplet_b2: 0.132  loss_triplet_b3: 0.1258  loss_triplet_b22: 0.1699  loss_triplet_b33: 0.1765  time: 0.7171  data_time: 0.0009  lr: 3.50e-04  max_mem: 21562M
[05/01 00:24:48] fastreid.utils.events INFO:  eta: 4:45:15  iter: 8399  total_loss: 15.76  loss_cls_b1: 1.674  loss_cls_b2: 1.479  loss_cls_b21: 1.9  loss_cls_b22: 2.06  loss_cls_b3: 1.505  loss_cls_b31: 2.101  loss_cls_b32: 2.06  loss_cls_b33: 2.518  loss_triplet_b1: 0.1077  loss_triplet_b2: 0.09046  loss_triplet_b3: 0.08204  loss_triplet_b22: 0.1186  loss_triplet_b33: 0.1158  time: 0.7184  data_time: 0.0006  lr: 3.50e-04  max_mem: 21562M
[05/01 00:27:25] fastreid.utils.events INFO:  eta: 4:42:33  iter: 8599  total_loss: 12.12  loss_cls_b1: 1.222  loss_cls_b2: 1.067  loss_cls_b21: 1.333  loss_cls_b22: 1.524  loss_cls_b3: 1.031  loss_cls_b31: 1.555  loss_cls_b32: 1.439  loss_cls_b33: 1.94  loss_triplet_b1: 0.1077  loss_triplet_b2: 0.09115  loss_triplet_b3: 0.08042  loss_triplet_b22: 0.1251  loss_triplet_b33: 0.1026  time: 0.7197  data_time: 0.0007  lr: 3.50e-04  max_mem: 21562M
[05/01 00:30:02] fastreid.utils.events INFO:  eta: 4:39:59  iter: 8799  total_loss: 16.86  loss_cls_b1: 1.745  loss_cls_b2: 1.614  loss_cls_b21: 1.907  loss_cls_b22: 2.182  loss_cls_b3: 1.641  loss_cls_b31: 2.104  loss_cls_b32: 2.133  loss_cls_b33: 2.647  loss_triplet_b1: 0.1579  loss_triplet_b2: 0.1361  loss_triplet_b3: 0.1273  loss_triplet_b22: 0.159  loss_triplet_b33: 0.1928  time: 0.7209  data_time: 0.0007  lr: 3.50e-04  max_mem: 21562M
[05/01 00:32:40] fastreid.utils.events INFO:  eta: 4:37:20  iter: 8999  total_loss: 13.64  loss_cls_b1: 1.369  loss_cls_b2: 1.218  loss_cls_b21: 1.602  loss_cls_b22: 1.775  loss_cls_b3: 1.184  loss_cls_b31: 1.82  loss_cls_b32: 1.711  loss_cls_b33: 2.191  loss_triplet_b1: 0.1744  loss_triplet_b2: 0.1221  loss_triplet_b3: 0.1203  loss_triplet_b22: 0.1804  loss_triplet_b33: 0.1694  time: 0.7221  data_time: 0.0004  lr: 3.50e-04  max_mem: 21562M
[05/01 00:35:17] fastreid.utils.events INFO:  eta: 4:34:40  iter: 9199  total_loss: 15.75  loss_cls_b1: 1.708  loss_cls_b2: 1.48  loss_cls_b21: 1.889  loss_cls_b22: 2.147  loss_cls_b3: 1.478  loss_cls_b31: 2.055  loss_cls_b32: 2.054  loss_cls_b33: 2.522  loss_triplet_b1: 0.1187  loss_triplet_b2: 0.09371  loss_triplet_b3: 0.09453  loss_triplet_b22: 0.1169  loss_triplet_b33: 0.1107  time: 0.7232  data_time: 0.0007  lr: 3.50e-04  max_mem: 21562M
[05/01 00:37:54] fastreid.utils.events INFO:  eta: 4:32:01  iter: 9399  total_loss: 12.79  loss_cls_b1: 1.261  loss_cls_b2: 1.107  loss_cls_b21: 1.469  loss_cls_b22: 1.63  loss_cls_b3: 1.117  loss_cls_b31: 1.75  loss_cls_b32: 1.669  loss_cls_b33: 2.204  loss_triplet_b1: 0.08518  loss_triplet_b2: 0.06877  loss_triplet_b3: 0.06315  loss_triplet_b22: 0.07712  loss_triplet_b33: 0.0879  time: 0.7242  data_time: 0.0004  lr: 3.50e-04  max_mem: 21562M
[05/01 00:40:31] fastreid.utils.events INFO:  eta: 4:29:30  iter: 9599  total_loss: 14.14  loss_cls_b1: 1.458  loss_cls_b2: 1.273  loss_cls_b21: 1.739  loss_cls_b22: 1.87  loss_cls_b3: 1.313  loss_cls_b31: 1.959  loss_cls_b32: 1.853  loss_cls_b33: 2.367  loss_triplet_b1: 0.1078  loss_triplet_b2: 0.0798  loss_triplet_b3: 0.06629  loss_triplet_b22: 0.09653  loss_triplet_b33: 0.09878  time: 0.7252  data_time: 0.0007  lr: 3.50e-04  max_mem: 21562M
[05/01 00:43:08] fastreid.utils.events INFO:  eta: 4:26:56  iter: 9799  total_loss: 13.48  loss_cls_b1: 1.388  loss_cls_b2: 1.213  loss_cls_b21: 1.495  loss_cls_b22: 1.792  loss_cls_b3: 1.218  loss_cls_b31: 1.671  loss_cls_b32: 1.726  loss_cls_b33: 2.292  loss_triplet_b1: 0.1023  loss_triplet_b2: 0.07966  loss_triplet_b3: 0.07332  loss_triplet_b22: 0.09904  loss_triplet_b33: 0.1039  time: 0.7262  data_time: 0.0005  lr: 3.50e-04  max_mem: 21562M
[05/01 00:45:46] fastreid.utils.events INFO:  eta: 4:24:22  iter: 9999  total_loss: 13.23  loss_cls_b1: 1.373  loss_cls_b2: 1.191  loss_cls_b21: 1.528  loss_cls_b22: 1.825  loss_cls_b3: 1.204  loss_cls_b31: 1.839  loss_cls_b32: 1.735  loss_cls_b33: 2.331  loss_triplet_b1: 0.1217  loss_triplet_b2: 0.09576  loss_triplet_b3: 0.09672  loss_triplet_b22: 0.1221  loss_triplet_b33: 0.1418  time: 0.7271  data_time: 0.0007  lr: 3.50e-04  max_mem: 21562M
[05/01 00:48:23] fastreid.utils.events INFO:  eta: 4:21:51  iter: 10199  total_loss: 11.84  loss_cls_b1: 1.209  loss_cls_b2: 1.084  loss_cls_b21: 1.362  loss_cls_b22: 1.701  loss_cls_b3: 1.082  loss_cls_b31: 1.628  loss_cls_b32: 1.577  loss_cls_b33: 2.108  loss_triplet_b1: 0.0873  loss_triplet_b2: 0.05973  loss_triplet_b3: 0.06362  loss_triplet_b22: 0.08785  loss_triplet_b33: 0.1086  time: 0.7280  data_time: 0.0005  lr: 3.50e-04  max_mem: 21562M
[05/01 00:51:00] fastreid.utils.events INFO:  eta: 4:19:14  iter: 10399  total_loss: 13.13  loss_cls_b1: 1.368  loss_cls_b2: 1.2  loss_cls_b21: 1.558  loss_cls_b22: 1.839  loss_cls_b3: 1.236  loss_cls_b31: 1.692  loss_cls_b32: 1.755  loss_cls_b33: 2.39  loss_triplet_b1: 0.1104  loss_triplet_b2: 0.06016  loss_triplet_b3: 0.06525  loss_triplet_b22: 0.08653  loss_triplet_b33: 0.0879  time: 0.7289  data_time: 0.0008  lr: 3.50e-04  max_mem: 21562M
[05/01 00:53:37] fastreid.utils.events INFO:  eta: 4:16:40  iter: 10599  total_loss: 13.8  loss_cls_b1: 1.406  loss_cls_b2: 1.253  loss_cls_b21: 1.604  loss_cls_b22: 1.773  loss_cls_b3: 1.228  loss_cls_b31: 1.825  loss_cls_b32: 1.863  loss_cls_b33: 2.074  loss_triplet_b1: 0.0934  loss_triplet_b2: 0.065  loss_triplet_b3: 0.05848  loss_triplet_b22: 0.08024  loss_triplet_b33: 0.08714  time: 0.7297  data_time: 0.0005  lr: 3.50e-04  max_mem: 21562M
[05/01 00:56:14] fastreid.utils.events INFO:  eta: 4:14:03  iter: 10799  total_loss: 12.73  loss_cls_b1: 1.341  loss_cls_b2: 1.153  loss_cls_b21: 1.426  loss_cls_b22: 1.788  loss_cls_b3: 1.11  loss_cls_b31: 1.686  loss_cls_b32: 1.757  loss_cls_b33: 2.122  loss_triplet_b1: 0.09404  loss_triplet_b2: 0.06831  loss_triplet_b3: 0.064  loss_triplet_b22: 0.07712  loss_triplet_b33: 0.09437  time: 0.7305  data_time: 0.0008  lr: 3.50e-04  max_mem: 21562M
[05/01 00:58:51] fastreid.utils.events INFO:  eta: 4:11:27  iter: 10999  total_loss: 13.08  loss_cls_b1: 1.365  loss_cls_b2: 1.175  loss_cls_b21: 1.455  loss_cls_b22: 1.735  loss_cls_b3: 1.148  loss_cls_b31: 1.642  loss_cls_b32: 1.783  loss_cls_b33: 2.188  loss_triplet_b1: 0.1044  loss_triplet_b2: 0.07792  loss_triplet_b3: 0.0712  loss_triplet_b22: 0.1043  loss_triplet_b33: 0.09906  time: 0.7313  data_time: 0.0006  lr: 3.50e-04  max_mem: 21562M
[05/01 01:01:29] fastreid.utils.events INFO:  eta: 4:08:54  iter: 11199  total_loss: 12.47  loss_cls_b1: 1.273  loss_cls_b2: 1.142  loss_cls_b21: 1.578  loss_cls_b22: 1.642  loss_cls_b3: 1.158  loss_cls_b31: 1.689  loss_cls_b32: 1.675  loss_cls_b33: 1.974  loss_triplet_b1: 0.1095  loss_triplet_b2: 0.08705  loss_triplet_b3: 0.09439  loss_triplet_b22: 0.1289  loss_triplet_b33: 0.1361  time: 0.7320  data_time: 0.0010  lr: 3.50e-04  max_mem: 21562M
[05/01 01:04:06] fastreid.utils.events INFO:  eta: 4:06:23  iter: 11399  total_loss: 13.29  loss_cls_b1: 1.398  loss_cls_b2: 1.207  loss_cls_b21: 1.556  loss_cls_b22: 1.822  loss_cls_b3: 1.232  loss_cls_b31: 1.75  loss_cls_b32: 1.78  loss_cls_b33: 2.243  loss_triplet_b1: 0.115  loss_triplet_b2: 0.08726  loss_triplet_b3: 0.08594  loss_triplet_b22: 0.1064  loss_triplet_b33: 0.0974  time: 0.7328  data_time: 0.0007  lr: 3.50e-04  max_mem: 21562M
[05/01 01:06:44] fastreid.utils.events INFO:  eta: 4:03:50  iter: 11599  total_loss: 9.175  loss_cls_b1: 0.9109  loss_cls_b2: 0.7813  loss_cls_b21: 1.042  loss_cls_b22: 1.277  loss_cls_b3: 0.7681  loss_cls_b31: 1.21  loss_cls_b32: 1.255  loss_cls_b33: 1.819  loss_triplet_b1: 0.05646  loss_triplet_b2: 0.03762  loss_triplet_b3: 0.03357  loss_triplet_b22: 0.05051  loss_triplet_b33: 0.04658  time: 0.7335  data_time: 0.0004  lr: 3.50e-04  max_mem: 21562M
[05/01 01:09:21] fastreid.utils.events INFO:  eta: 4:01:19  iter: 11799  total_loss: 11.99  loss_cls_b1: 1.277  loss_cls_b2: 1.084  loss_cls_b21: 1.408  loss_cls_b22: 1.594  loss_cls_b3: 1.049  loss_cls_b31: 1.588  loss_cls_b32: 1.705  loss_cls_b33: 2.067  loss_triplet_b1: 0.07709  loss_triplet_b2: 0.06838  loss_triplet_b3: 0.06071  loss_triplet_b22: 0.08335  loss_triplet_b33: 0.08289  time: 0.7341  data_time: 0.0007  lr: 3.50e-04  max_mem: 21562M
[05/01 01:11:59] fastreid.utils.events INFO:  eta: 3:58:50  iter: 11999  total_loss: 10.84  loss_cls_b1: 1.072  loss_cls_b2: 0.9403  loss_cls_b21: 1.201  loss_cls_b22: 1.458  loss_cls_b3: 0.9314  loss_cls_b31: 1.405  loss_cls_b32: 1.431  loss_cls_b33: 1.874  loss_triplet_b1: 0.08883  loss_triplet_b2: 0.06402  loss_triplet_b3: 0.06143  loss_triplet_b22: 0.0737  loss_triplet_b33: 0.08629  time: 0.7348  data_time: 0.0004  lr: 3.50e-04  max_mem: 21562M
[05/01 01:14:36] fastreid.utils.events INFO:  eta: 3:56:14  iter: 12199  total_loss: 12.89  loss_cls_b1: 1.314  loss_cls_b2: 1.143  loss_cls_b21: 1.466  loss_cls_b22: 1.751  loss_cls_b3: 1.158  loss_cls_b31: 1.757  loss_cls_b32: 1.693  loss_cls_b33: 2.14  loss_triplet_b1: 0.1023  loss_triplet_b2: 0.08022  loss_triplet_b3: 0.07125  loss_triplet_b22: 0.08564  loss_triplet_b33: 0.09188  time: 0.7354  data_time: 0.0008  lr: 3.50e-04  max_mem: 21562M
[05/01 01:17:13] fastreid.utils.events INFO:  eta: 3:53:36  iter: 12399  total_loss: 11.03  loss_cls_b1: 1.071  loss_cls_b2: 0.9278  loss_cls_b21: 1.268  loss_cls_b22: 1.45  loss_cls_b3: 0.8761  loss_cls_b31: 1.458  loss_cls_b32: 1.386  loss_cls_b33: 1.835  loss_triplet_b1: 0.07935  loss_triplet_b2: 0.05733  loss_triplet_b3: 0.05112  loss_triplet_b22: 0.06463  loss_triplet_b33: 0.0636  time: 0.7360  data_time: 0.0005  lr: 3.50e-04  max_mem: 21562M
[05/01 01:19:50] fastreid.utils.events INFO:  eta: 3:51:06  iter: 12599  total_loss: 12.35  loss_cls_b1: 1.31  loss_cls_b2: 1.085  loss_cls_b21: 1.402  loss_cls_b22: 1.675  loss_cls_b3: 1.085  loss_cls_b31: 1.664  loss_cls_b32: 1.64  loss_cls_b33: 2.069  loss_triplet_b1: 0.0926  loss_triplet_b2: 0.06766  loss_triplet_b3: 0.07983  loss_triplet_b22: 0.1057  loss_triplet_b33: 0.1007  time: 0.7366  data_time: 0.0007  lr: 3.50e-04  max_mem: 21562M
[05/01 01:22:28] fastreid.utils.events INFO:  eta: 3:48:31  iter: 12799  total_loss: 11.08  loss_cls_b1: 1.111  loss_cls_b2: 0.9498  loss_cls_b21: 1.258  loss_cls_b22: 1.484  loss_cls_b3: 0.983  loss_cls_b31: 1.43  loss_cls_b32: 1.583  loss_cls_b33: 2.008  loss_triplet_b1: 0.08276  loss_triplet_b2: 0.07119  loss_triplet_b3: 0.06009  loss_triplet_b22: 0.07927  loss_triplet_b33: 0.0733  time: 0.7372  data_time: 0.0005  lr: 3.50e-04  max_mem: 21562M
[05/01 01:25:05] fastreid.utils.events INFO:  eta: 3:45:55  iter: 12999  total_loss: 11.15  loss_cls_b1: 1.148  loss_cls_b2: 1.016  loss_cls_b21: 1.313  loss_cls_b22: 1.522  loss_cls_b3: 0.9342  loss_cls_b31: 1.546  loss_cls_b32: 1.459  loss_cls_b33: 2.023  loss_triplet_b1: 0.08303  loss_triplet_b2: 0.05533  loss_triplet_b3: 0.05334  loss_triplet_b22: 0.06368  loss_triplet_b33: 0.06972  time: 0.7378  data_time: 0.0008  lr: 3.50e-04  max_mem: 21562M
[05/01 01:27:42] fastreid.utils.events INFO:  eta: 3:43:21  iter: 13199  total_loss: 11.08  loss_cls_b1: 1.169  loss_cls_b2: 0.9626  loss_cls_b21: 1.252  loss_cls_b22: 1.482  loss_cls_b3: 0.987  loss_cls_b31: 1.446  loss_cls_b32: 1.506  loss_cls_b33: 1.913  loss_triplet_b1: 0.08419  loss_triplet_b2: 0.06407  loss_triplet_b3: 0.06396  loss_triplet_b22: 0.0754  loss_triplet_b33: 0.07902  time: 0.7383  data_time: 0.0006  lr: 3.50e-04  max_mem: 21562M
[05/01 01:30:19] fastreid.utils.events INFO:  eta: 3:40:49  iter: 13399  total_loss: 11.8  loss_cls_b1: 1.131  loss_cls_b2: 0.9619  loss_cls_b21: 1.356  loss_cls_b22: 1.519  loss_cls_b3: 0.9613  loss_cls_b31: 1.503  loss_cls_b32: 1.616  loss_cls_b33: 1.868  loss_triplet_b1: 0.08538  loss_triplet_b2: 0.06158  loss_triplet_b3: 0.07001  loss_triplet_b22: 0.07474  loss_triplet_b33: 0.07205  time: 0.7388  data_time: 0.0009  lr: 3.50e-04  max_mem: 21562M
[05/01 01:32:57] fastreid.utils.events INFO:  eta: 3:38:13  iter: 13599  total_loss: 10.77  loss_cls_b1: 1.078  loss_cls_b2: 0.9069  loss_cls_b21: 1.228  loss_cls_b22: 1.45  loss_cls_b3: 0.9219  loss_cls_b31: 1.41  loss_cls_b32: 1.428  loss_cls_b33: 1.953  loss_triplet_b1: 0.07302  loss_triplet_b2: 0.0538  loss_triplet_b3: 0.05445  loss_triplet_b22: 0.05931  loss_triplet_b33: 0.05895  time: 0.7393  data_time: 0.0006  lr: 3.50e-04  max_mem: 21562M
[05/01 01:35:34] fastreid.utils.events INFO:  eta: 3:35:37  iter: 13799  total_loss: 11.14  loss_cls_b1: 1.107  loss_cls_b2: 1.019  loss_cls_b21: 1.356  loss_cls_b22: 1.508  loss_cls_b3: 0.9548  loss_cls_b31: 1.609  loss_cls_b32: 1.471  loss_cls_b33: 1.885  loss_triplet_b1: 0.06749  loss_triplet_b2: 0.05105  loss_triplet_b3: 0.04815  loss_triplet_b22: 0.06157  loss_triplet_b33: 0.0661  time: 0.7398  data_time: 0.0008  lr: 3.50e-04  max_mem: 21562M
[05/01 01:38:11] fastreid.utils.events INFO:  eta: 3:33:01  iter: 13999  total_loss: 11.39  loss_cls_b1: 1.16  loss_cls_b2: 0.966  loss_cls_b21: 1.343  loss_cls_b22: 1.528  loss_cls_b3: 1.026  loss_cls_b31: 1.472  loss_cls_b32: 1.447  loss_cls_b33: 1.967  loss_triplet_b1: 0.1077  loss_triplet_b2: 0.07869  loss_triplet_b3: 0.06593  loss_triplet_b22: 0.08168  loss_triplet_b33: 0.07474  time: 0.7403  data_time: 0.0007  lr: 3.50e-04  max_mem: 21562M
[05/01 01:40:48] fastreid.utils.events INFO:  eta: 3:30:26  iter: 14199  total_loss: 7.859  loss_cls_b1: 0.7421  loss_cls_b2: 0.6375  loss_cls_b21: 0.8568  loss_cls_b22: 1.054  loss_cls_b3: 0.6024  loss_cls_b31: 1.002  loss_cls_b32: 0.9496  loss_cls_b33: 1.489  loss_triplet_b1: 0.07408  loss_triplet_b2: 0.05327  loss_triplet_b3: 0.05922  loss_triplet_b22: 0.07219  loss_triplet_b33: 0.07741  time: 0.7408  data_time: 0.0007  lr: 3.50e-04  max_mem: 21562M
[05/01 01:43:26] fastreid.utils.events INFO:  eta: 3:27:49  iter: 14399  total_loss: 11.16  loss_cls_b1: 1.182  loss_cls_b2: 1.017  loss_cls_b21: 1.359  loss_cls_b22: 1.519  loss_cls_b3: 0.9927  loss_cls_b31: 1.505  loss_cls_b32: 1.48  loss_cls_b33: 1.885  loss_triplet_b1: 0.06677  loss_triplet_b2: 0.0472  loss_triplet_b3: 0.05197  loss_triplet_b22: 0.05539  loss_triplet_b33: 0.05356  time: 0.7412  data_time: 0.0007  lr: 3.50e-04  max_mem: 21562M
[05/01 01:46:03] fastreid.utils.events INFO:  eta: 3:25:16  iter: 14599  total_loss: 9.099  loss_cls_b1: 0.8898  loss_cls_b2: 0.7677  loss_cls_b21: 0.964  loss_cls_b22: 1.324  loss_cls_b3: 0.7208  loss_cls_b31: 1.134  loss_cls_b32: 1.159  loss_cls_b33: 1.726  loss_triplet_b1: 0.06396  loss_triplet_b2: 0.03597  loss_triplet_b3: 0.03749  loss_triplet_b22: 0.04691  loss_triplet_b33: 0.05839  time: 0.7416  data_time: 0.0004  lr: 3.50e-04  max_mem: 21562M
[05/01 01:48:40] fastreid.utils.events INFO:  eta: 3:22:46  iter: 14799  total_loss: 9.52  loss_cls_b1: 1.021  loss_cls_b2: 0.8248  loss_cls_b21: 1.094  loss_cls_b22: 1.334  loss_cls_b3: 0.8168  loss_cls_b31: 1.361  loss_cls_b32: 1.324  loss_cls_b33: 1.767  loss_triplet_b1: 0.06645  loss_triplet_b2: 0.0493  loss_triplet_b3: 0.05119  loss_triplet_b22: 0.06692  loss_triplet_b33: 0.06756  time: 0.7421  data_time: 0.0008  lr: 3.50e-04  max_mem: 21562M
[05/01 01:51:17] fastreid.utils.events INFO:  eta: 3:20:12  iter: 14999  total_loss: 9.717  loss_cls_b1: 0.9928  loss_cls_b2: 0.8239  loss_cls_b21: 1.11  loss_cls_b22: 1.398  loss_cls_b3: 0.8303  loss_cls_b31: 1.328  loss_cls_b32: 1.318  loss_cls_b33: 1.796  loss_triplet_b1: 0.077  loss_triplet_b2: 0.04855  loss_triplet_b3: 0.04567  loss_triplet_b22: 0.06159  loss_triplet_b33: 0.07412  time: 0.7425  data_time: 0.0004  lr: 3.50e-04  max_mem: 21562M
[05/01 01:53:54] fastreid.utils.events INFO:  eta: 3:17:36  iter: 15199  total_loss: 10.5  loss_cls_b1: 1.031  loss_cls_b2: 0.878  loss_cls_b21: 1.161  loss_cls_b22: 1.456  loss_cls_b3: 0.8507  loss_cls_b31: 1.27  loss_cls_b32: 1.382  loss_cls_b33: 1.888  loss_triplet_b1: 0.07904  loss_triplet_b2: 0.06349  loss_triplet_b3: 0.05242  loss_triplet_b22: 0.07615  loss_triplet_b33: 0.07426  time: 0.7429  data_time: 0.0007  lr: 3.50e-04  max_mem: 21562M
[05/01 01:56:32] fastreid.utils.events INFO:  eta: 3:15:02  iter: 15399  total_loss: 10.06  loss_cls_b1: 1.037  loss_cls_b2: 0.8461  loss_cls_b21: 1.086  loss_cls_b22: 1.403  loss_cls_b3: 0.8512  loss_cls_b31: 1.337  loss_cls_b32: 1.337  loss_cls_b33: 1.75  loss_triplet_b1: 0.07774  loss_triplet_b2: 0.05503  loss_triplet_b3: 0.05306  loss_triplet_b22: 0.06219  loss_triplet_b33: 0.07301  time: 0.7433  data_time: 0.0005  lr: 3.50e-04  max_mem: 21562M
[05/01 01:59:09] fastreid.utils.events INFO:  eta: 3:12:25  iter: 15599  total_loss: 10.77  loss_cls_b1: 1.108  loss_cls_b2: 0.9766  loss_cls_b21: 1.287  loss_cls_b22: 1.47  loss_cls_b3: 0.9548  loss_cls_b31: 1.53  loss_cls_b32: 1.471  loss_cls_b33: 1.94  loss_triplet_b1: 0.07531  loss_triplet_b2: 0.05438  loss_triplet_b3: 0.05637  loss_triplet_b22: 0.06674  loss_triplet_b33: 0.07394  time: 0.7437  data_time: 0.0008  lr: 3.50e-04  max_mem: 21562M
[05/01 02:01:47] fastreid.utils.events INFO:  eta: 3:09:47  iter: 15799  total_loss: 9.974  loss_cls_b1: 0.9816  loss_cls_b2: 0.8352  loss_cls_b21: 1.151  loss_cls_b22: 1.491  loss_cls_b3: 0.842  loss_cls_b31: 1.323  loss_cls_b32: 1.378  loss_cls_b33: 1.904  loss_triplet_b1: 0.07094  loss_triplet_b2: 0.04904  loss_triplet_b3: 0.03923  loss_triplet_b22: 0.04994  loss_triplet_b33: 0.05466  time: 0.7440  data_time: 0.0005  lr: 3.49e-04  max_mem: 21562M
[05/01 02:04:24] fastreid.utils.events INFO:  eta: 3:07:10  iter: 15999  total_loss: 10.71  loss_cls_b1: 1.095  loss_cls_b2: 0.9195  loss_cls_b21: 1.319  loss_cls_b22: 1.405  loss_cls_b3: 0.923  loss_cls_b31: 1.449  loss_cls_b32: 1.461  loss_cls_b33: 1.839  loss_triplet_b1: 0.07747  loss_triplet_b2: 0.05773  loss_triplet_b3: 0.05778  loss_triplet_b22: 0.06756  loss_triplet_b33: 0.07033  time: 0.7444  data_time: 0.0008  lr: 3.48e-04  max_mem: 21562M
[05/01 02:07:01] fastreid.utils.events INFO:  eta: 3:04:37  iter: 16199  total_loss: 9.376  loss_cls_b1: 1.006  loss_cls_b2: 0.8126  loss_cls_b21: 1.118  loss_cls_b22: 1.37  loss_cls_b3: 0.7767  loss_cls_b31: 1.261  loss_cls_b32: 1.226  loss_cls_b33: 1.763  loss_triplet_b1: 0.06174  loss_triplet_b2: 0.04222  loss_triplet_b3: 0.03543  loss_triplet_b22: 0.04888  loss_triplet_b33: 0.04059  time: 0.7448  data_time: 0.0006  lr: 3.47e-04  max_mem: 21562M
[05/01 02:09:39] fastreid.utils.events INFO:  eta: 3:02:03  iter: 16399  total_loss: 9.825  loss_cls_b1: 0.9649  loss_cls_b2: 0.8633  loss_cls_b21: 1.12  loss_cls_b22: 1.449  loss_cls_b3: 0.8612  loss_cls_b31: 1.312  loss_cls_b32: 1.464  loss_cls_b33: 1.803  loss_triplet_b1: 0.04572  loss_triplet_b2: 0.04226  loss_triplet_b3: 0.03761  loss_triplet_b22: 0.051  loss_triplet_b33: 0.05267  time: 0.7451  data_time: 0.0008  lr: 3.45e-04  max_mem: 21562M
[05/01 02:12:16] fastreid.utils.events INFO:  eta: 2:59:29  iter: 16599  total_loss: 10.21  loss_cls_b1: 1.037  loss_cls_b2: 0.8406  loss_cls_b21: 1.109  loss_cls_b22: 1.429  loss_cls_b3: 0.8005  loss_cls_b31: 1.341  loss_cls_b32: 1.378  loss_cls_b33: 1.742  loss_triplet_b1: 0.06201  loss_triplet_b2: 0.03862  loss_triplet_b3: 0.03424  loss_triplet_b22: 0.04464  loss_triplet_b33: 0.03474  time: 0.7455  data_time: 0.0006  lr: 3.44e-04  max_mem: 21562M
[05/01 02:14:53] fastreid.utils.events INFO:  eta: 2:56:56  iter: 16799  total_loss: 9.286  loss_cls_b1: 0.7944  loss_cls_b2: 0.7344  loss_cls_b21: 1.027  loss_cls_b22: 1.336  loss_cls_b3: 0.7572  loss_cls_b31: 1.23  loss_cls_b32: 1.27  loss_cls_b33: 1.629  loss_triplet_b1: 0.05244  loss_triplet_b2: 0.04253  loss_triplet_b3: 0.04594  loss_triplet_b22: 0.05148  loss_triplet_b33: 0.04364  time: 0.7458  data_time: 0.0009  lr: 3.41e-04  max_mem: 21562M
[05/01 02:17:31] fastreid.utils.events INFO:  eta: 2:54:20  iter: 16999  total_loss: 9.99  loss_cls_b1: 0.9953  loss_cls_b2: 0.8499  loss_cls_b21: 1.146  loss_cls_b22: 1.393  loss_cls_b3: 0.8387  loss_cls_b31: 1.275  loss_cls_b32: 1.313  loss_cls_b33: 1.72  loss_triplet_b1: 0.07765  loss_triplet_b2: 0.05358  loss_triplet_b3: 0.05419  loss_triplet_b22: 0.05476  loss_triplet_b33: 0.06412  time: 0.7461  data_time: 0.0006  lr: 3.39e-04  max_mem: 21562M
[05/01 02:20:08] fastreid.utils.events INFO:  eta: 2:51:43  iter: 17199  total_loss: 6.993  loss_cls_b1: 0.7151  loss_cls_b2: 0.5506  loss_cls_b21: 0.8182  loss_cls_b22: 0.9921  loss_cls_b3: 0.5449  loss_cls_b31: 0.8991  loss_cls_b32: 0.9978  loss_cls_b33: 1.374  loss_triplet_b1: 0.04909  loss_triplet_b2: 0.03346  loss_triplet_b3: 0.0311  loss_triplet_b22: 0.03391  loss_triplet_b33: 0.03966  time: 0.7464  data_time: 0.0004  lr: 3.36e-04  max_mem: 21562M
[05/01 02:22:45] fastreid.utils.events INFO:  eta: 2:49:06  iter: 17399  total_loss: 9.032  loss_cls_b1: 0.934  loss_cls_b2: 0.7313  loss_cls_b21: 1.005  loss_cls_b22: 1.289  loss_cls_b3: 0.7093  loss_cls_b31: 1.193  loss_cls_b32: 1.246  loss_cls_b33: 1.622  loss_triplet_b1: 0.06926  loss_triplet_b2: 0.04668  loss_triplet_b3: 0.04744  loss_triplet_b22: 0.05603  loss_triplet_b33: 0.05121  time: 0.7467  data_time: 0.0007  lr: 3.34e-04  max_mem: 21562M
[05/01 02:25:23] fastreid.utils.events INFO:  eta: 2:46:30  iter: 17599  total_loss: 8.834  loss_cls_b1: 0.8694  loss_cls_b2: 0.7356  loss_cls_b21: 0.9878  loss_cls_b22: 1.114  loss_cls_b3: 0.7493  loss_cls_b31: 1.141  loss_cls_b32: 1.155  loss_cls_b33: 1.549  loss_triplet_b1: 0.07411  loss_triplet_b2: 0.0436  loss_triplet_b3: 0.04922  loss_triplet_b22: 0.05202  loss_triplet_b33: 0.05201  time: 0.7470  data_time: 0.0004  lr: 3.30e-04  max_mem: 21562M
[05/01 02:28:00] fastreid.utils.events INFO:  eta: 2:43:56  iter: 17799  total_loss: 9.509  loss_cls_b1: 0.9641  loss_cls_b2: 0.8559  loss_cls_b21: 1.116  loss_cls_b22: 1.305  loss_cls_b3: 0.7544  loss_cls_b31: 1.272  loss_cls_b32: 1.271  loss_cls_b33: 1.727  loss_triplet_b1: 0.06748  loss_triplet_b2: 0.05005  loss_triplet_b3: 0.03857  loss_triplet_b22: 0.04966  loss_triplet_b33: 0.05507  time: 0.7473  data_time: 0.0007  lr: 3.27e-04  max_mem: 21562M
[05/01 02:30:37] fastreid.utils.events INFO:  eta: 2:41:21  iter: 17999  total_loss: 8.547  loss_cls_b1: 0.8582  loss_cls_b2: 0.6497  loss_cls_b21: 0.8928  loss_cls_b22: 1.224  loss_cls_b3: 0.6708  loss_cls_b31: 1.085  loss_cls_b32: 1.146  loss_cls_b33: 1.467  loss_triplet_b1: 0.05599  loss_triplet_b2: 0.04697  loss_triplet_b3: 0.04209  loss_triplet_b22: 0.05913  loss_triplet_b33: 0.04625  time: 0.7476  data_time: 0.0005  lr: 3.23e-04  max_mem: 21562M
[05/01 02:33:15] fastreid.utils.events INFO:  eta: 2:38:48  iter: 18199  total_loss: 9.151  loss_cls_b1: 0.9717  loss_cls_b2: 0.7681  loss_cls_b21: 1.112  loss_cls_b22: 1.295  loss_cls_b3: 0.7311  loss_cls_b31: 1.26  loss_cls_b32: 1.159  loss_cls_b33: 1.704  loss_triplet_b1: 0.0522  loss_triplet_b2: 0.03997  loss_triplet_b3: 0.03707  loss_triplet_b22: 0.042  loss_triplet_b33: 0.05187  time: 0.7478  data_time: 0.0007  lr: 3.19e-04  max_mem: 21562M
[05/01 02:35:52] fastreid.utils.events INFO:  eta: 2:36:16  iter: 18399  total_loss: 8.151  loss_cls_b1: 0.85  loss_cls_b2: 0.6624  loss_cls_b21: 0.9266  loss_cls_b22: 1.156  loss_cls_b3: 0.6574  loss_cls_b31: 1.099  loss_cls_b32: 1.096  loss_cls_b33: 1.476  loss_triplet_b1: 0.06383  loss_triplet_b2: 0.03973  loss_triplet_b3: 0.0371  loss_triplet_b22: 0.04467  loss_triplet_b33: 0.04257  time: 0.7481  data_time: 0.0005  lr: 3.15e-04  max_mem: 21562M
[05/01 02:38:30] fastreid.utils.events INFO:  eta: 2:33:42  iter: 18599  total_loss: 9.267  loss_cls_b1: 0.9389  loss_cls_b2: 0.7725  loss_cls_b21: 1.082  loss_cls_b22: 1.23  loss_cls_b3: 0.7488  loss_cls_b31: 1.27  loss_cls_b32: 1.204  loss_cls_b33: 1.577  loss_triplet_b1: 0.05344  loss_triplet_b2: 0.0384  loss_triplet_b3: 0.03839  loss_triplet_b22: 0.04798  loss_triplet_b33: 0.05158  time: 0.7484  data_time: 0.0008  lr: 3.11e-04  max_mem: 21562M
[05/01 02:41:07] fastreid.utils.events INFO:  eta: 2:31:09  iter: 18799  total_loss: 8.599  loss_cls_b1: 0.8982  loss_cls_b2: 0.7648  loss_cls_b21: 1.026  loss_cls_b22: 1.154  loss_cls_b3: 0.7269  loss_cls_b31: 1.209  loss_cls_b32: 1.16  loss_cls_b33: 1.591  loss_triplet_b1: 0.0679  loss_triplet_b2: 0.0477  loss_triplet_b3: 0.04386  loss_triplet_b22: 0.05394  loss_triplet_b33: 0.04665  time: 0.7487  data_time: 0.0006  lr: 3.06e-04  max_mem: 21562M
[05/01 02:43:44] fastreid.utils.events INFO:  eta: 2:28:36  iter: 18999  total_loss: 9.089  loss_cls_b1: 0.9283  loss_cls_b2: 0.7228  loss_cls_b21: 1.13  loss_cls_b22: 1.241  loss_cls_b3: 0.7473  loss_cls_b31: 1.289  loss_cls_b32: 1.193  loss_cls_b33: 1.676  loss_triplet_b1: 0.0581  loss_triplet_b2: 0.03572  loss_triplet_b3: 0.03792  loss_triplet_b22: 0.04652  loss_triplet_b33: 0.05659  time: 0.7489  data_time: 0.0008  lr: 3.01e-04  max_mem: 21562M
[05/01 02:46:22] fastreid.utils.events INFO:  eta: 2:26:01  iter: 19199  total_loss: 9.183  loss_cls_b1: 0.9416  loss_cls_b2: 0.7581  loss_cls_b21: 1.026  loss_cls_b22: 1.309  loss_cls_b3: 0.7554  loss_cls_b31: 1.169  loss_cls_b32: 1.221  loss_cls_b33: 1.666  loss_triplet_b1: 0.05534  loss_triplet_b2: 0.03438  loss_triplet_b3: 0.03168  loss_triplet_b22: 0.04072  loss_triplet_b33: 0.04257  time: 0.7492  data_time: 0.0007  lr: 2.96e-04  max_mem: 21562M
[05/01 02:48:59] fastreid.utils.events INFO:  eta: 2:23:24  iter: 19399  total_loss: 8.943  loss_cls_b1: 0.8705  loss_cls_b2: 0.7106  loss_cls_b21: 1.017  loss_cls_b22: 1.218  loss_cls_b3: 0.7308  loss_cls_b31: 1.303  loss_cls_b32: 1.127  loss_cls_b33: 1.571  loss_triplet_b1: 0.05864  loss_triplet_b2: 0.0473  loss_triplet_b3: 0.04174  loss_triplet_b22: 0.05888  loss_triplet_b33: 0.04511  time: 0.7494  data_time: 0.0008  lr: 2.91e-04  max_mem: 21562M
[05/01 02:51:36] fastreid.utils.events INFO:  eta: 2:20:47  iter: 19599  total_loss: 9.211  loss_cls_b1: 0.9101  loss_cls_b2: 0.7011  loss_cls_b21: 0.9644  loss_cls_b22: 1.188  loss_cls_b3: 0.7162  loss_cls_b31: 1.211  loss_cls_b32: 1.182  loss_cls_b33: 1.519  loss_triplet_b1: 0.05839  loss_triplet_b2: 0.03968  loss_triplet_b3: 0.03584  loss_triplet_b22: 0.04535  loss_triplet_b33: 0.05053  time: 0.7496  data_time: 0.0006  lr: 2.85e-04  max_mem: 21562M
[05/01 02:54:13] fastreid.utils.events INFO:  eta: 2:18:12  iter: 19799  total_loss: 5.497  loss_cls_b1: 0.5427  loss_cls_b2: 0.4318  loss_cls_b21: 0.6369  loss_cls_b22: 0.7674  loss_cls_b3: 0.4133  loss_cls_b31: 0.723  loss_cls_b32: 0.7871  loss_cls_b33: 1.01  loss_triplet_b1: 0.0399  loss_triplet_b2: 0.02426  loss_triplet_b3: 0.02536  loss_triplet_b22: 0.02545  loss_triplet_b33: 0.01938  time: 0.7499  data_time: 0.0007  lr: 2.80e-04  max_mem: 21562M
[05/01 02:56:51] fastreid.utils.events INFO:  eta: 2:15:39  iter: 19999  total_loss: 8.016  loss_cls_b1: 0.8109  loss_cls_b2: 0.6702  loss_cls_b21: 0.9164  loss_cls_b22: 1.125  loss_cls_b3: 0.6684  loss_cls_b31: 1.045  loss_cls_b32: 1.046  loss_cls_b33: 1.385  loss_triplet_b1: 0.05435  loss_triplet_b2: 0.03039  loss_triplet_b3: 0.03348  loss_triplet_b22: 0.04136  loss_triplet_b33: 0.04393  time: 0.7501  data_time: 0.0006  lr: 2.74e-04  max_mem: 21562M
[05/01 02:59:28] fastreid.utils.events INFO:  eta: 2:13:04  iter: 20199  total_loss: 6.26  loss_cls_b1: 0.6638  loss_cls_b2: 0.5158  loss_cls_b21: 0.7304  loss_cls_b22: 0.939  loss_cls_b3: 0.5092  loss_cls_b31: 0.7769  loss_cls_b32: 0.8931  loss_cls_b33: 1.14  loss_triplet_b1: 0.03871  loss_triplet_b2: 0.02438  loss_triplet_b3: 0.024  loss_triplet_b22: 0.02712  loss_triplet_b33: 0.02147  time: 0.7503  data_time: 0.0004  lr: 2.68e-04  max_mem: 21562M
[05/01 03:02:06] fastreid.utils.events INFO:  eta: 2:10:32  iter: 20399  total_loss: 8.092  loss_cls_b1: 0.863  loss_cls_b2: 0.6618  loss_cls_b21: 0.8902  loss_cls_b22: 1.134  loss_cls_b3: 0.6932  loss_cls_b31: 1.033  loss_cls_b32: 1.129  loss_cls_b33: 1.554  loss_triplet_b1: 0.05075  loss_triplet_b2: 0.03617  loss_triplet_b3: 0.0364  loss_triplet_b22: 0.0381  loss_triplet_b33: 0.03623  time: 0.7506  data_time: 0.0007  lr: 2.61e-04  max_mem: 21562M
[05/01 03:04:43] fastreid.utils.events INFO:  eta: 2:07:59  iter: 20599  total_loss: 6.828  loss_cls_b1: 0.6504  loss_cls_b2: 0.5399  loss_cls_b21: 0.7636  loss_cls_b22: 0.9418  loss_cls_b3: 0.5357  loss_cls_b31: 0.9499  loss_cls_b32: 0.9302  loss_cls_b33: 1.33  loss_triplet_b1: 0.03652  loss_triplet_b2: 0.02607  loss_triplet_b3: 0.01794  loss_triplet_b22: 0.02915  loss_triplet_b33: 0.02286  time: 0.7508  data_time: 0.0005  lr: 2.55e-04  max_mem: 21562M
[05/01 03:07:20] fastreid.utils.events INFO:  eta: 2:05:24  iter: 20799  total_loss: 7.364  loss_cls_b1: 0.7819  loss_cls_b2: 0.6076  loss_cls_b21: 0.8776  loss_cls_b22: 1.004  loss_cls_b3: 0.6167  loss_cls_b31: 1.022  loss_cls_b32: 0.9726  loss_cls_b33: 1.356  loss_triplet_b1: 0.04522  loss_triplet_b2: 0.02852  loss_triplet_b3: 0.02914  loss_triplet_b22: 0.03242  loss_triplet_b33: 0.03135  time: 0.7510  data_time: 0.0007  lr: 2.49e-04  max_mem: 21562M
[05/01 03:09:58] fastreid.utils.events INFO:  eta: 2:02:48  iter: 20999  total_loss: 7.071  loss_cls_b1: 0.7161  loss_cls_b2: 0.5485  loss_cls_b21: 0.8034  loss_cls_b22: 1.082  loss_cls_b3: 0.5607  loss_cls_b31: 0.9404  loss_cls_b32: 0.948  loss_cls_b33: 1.236  loss_triplet_b1: 0.04747  loss_triplet_b2: 0.02727  loss_triplet_b3: 0.02808  loss_triplet_b22: 0.03409  loss_triplet_b33: 0.02465  time: 0.7512  data_time: 0.0005  lr: 2.42e-04  max_mem: 21562M
[05/01 03:12:35] fastreid.utils.events INFO:  eta: 2:00:14  iter: 21199  total_loss: 7.431  loss_cls_b1: 0.7367  loss_cls_b2: 0.5785  loss_cls_b21: 0.8186  loss_cls_b22: 1.054  loss_cls_b3: 0.599  loss_cls_b31: 0.9653  loss_cls_b32: 1.084  loss_cls_b33: 1.395  loss_triplet_b1: 0.04519  loss_triplet_b2: 0.0338  loss_triplet_b3: 0.03306  loss_triplet_b22: 0.0392  loss_triplet_b33: 0.03199  time: 0.7514  data_time: 0.0008  lr: 2.35e-04  max_mem: 21562M
[05/01 03:15:12] fastreid.utils.events INFO:  eta: 1:57:41  iter: 21399  total_loss: 6.546  loss_cls_b1: 0.7188  loss_cls_b2: 0.5121  loss_cls_b21: 0.7918  loss_cls_b22: 0.8832  loss_cls_b3: 0.5249  loss_cls_b31: 0.9965  loss_cls_b32: 0.8695  loss_cls_b33: 1.298  loss_triplet_b1: 0.04429  loss_triplet_b2: 0.02829  loss_triplet_b3: 0.02483  loss_triplet_b22: 0.02933  loss_triplet_b33: 0.02672  time: 0.7516  data_time: 0.0005  lr: 2.29e-04  max_mem: 21562M
[05/01 03:17:50] fastreid.utils.events INFO:  eta: 1:55:07  iter: 21599  total_loss: 6.558  loss_cls_b1: 0.6763  loss_cls_b2: 0.5078  loss_cls_b21: 0.7142  loss_cls_b22: 0.88  loss_cls_b3: 0.4828  loss_cls_b31: 0.8522  loss_cls_b32: 0.8434  loss_cls_b33: 1.222  loss_triplet_b1: 0.03447  loss_triplet_b2: 0.02005  loss_triplet_b3: 0.02112  loss_triplet_b22: 0.021  loss_triplet_b33: 0.02006  time: 0.7518  data_time: 0.0008  lr: 2.22e-04  max_mem: 21562M
[05/01 03:20:27] fastreid.utils.events INFO:  eta: 1:52:34  iter: 21799  total_loss: 6.685  loss_cls_b1: 0.6734  loss_cls_b2: 0.4928  loss_cls_b21: 0.7514  loss_cls_b22: 0.9327  loss_cls_b3: 0.4868  loss_cls_b31: 0.87  loss_cls_b32: 0.9201  loss_cls_b33: 1.332  loss_triplet_b1: 0.04156  loss_triplet_b2: 0.02501  loss_triplet_b3: 0.02409  loss_triplet_b22: 0.02804  loss_triplet_b33: 0.02808  time: 0.7520  data_time: 0.0006  lr: 2.15e-04  max_mem: 21562M
[05/01 03:23:05] fastreid.utils.events INFO:  eta: 1:50:02  iter: 21999  total_loss: 6.361  loss_cls_b1: 0.6167  loss_cls_b2: 0.4757  loss_cls_b21: 0.7239  loss_cls_b22: 0.884  loss_cls_b3: 0.5034  loss_cls_b31: 0.8643  loss_cls_b32: 0.8989  loss_cls_b33: 1.198  loss_triplet_b1: 0.02657  loss_triplet_b2: 0.01736  loss_triplet_b3: 0.02023  loss_triplet_b22: 0.01947  loss_triplet_b33: 0.0198  time: 0.7522  data_time: 0.0008  lr: 2.08e-04  max_mem: 21562M
[05/01 03:25:42] fastreid.utils.events INFO:  eta: 1:47:28  iter: 22199  total_loss: 6.741  loss_cls_b1: 0.6388  loss_cls_b2: 0.5213  loss_cls_b21: 0.7716  loss_cls_b22: 1.005  loss_cls_b3: 0.492  loss_cls_b31: 0.9476  loss_cls_b32: 0.8858  loss_cls_b33: 1.347  loss_triplet_b1: 0.0424  loss_triplet_b2: 0.02564  loss_triplet_b3: 0.02647  loss_triplet_b22: 0.03463  loss_triplet_b33: 0.0316  time: 0.7524  data_time: 0.0006  lr: 2.01e-04  max_mem: 21562M
[05/01 03:28:19] fastreid.utils.events INFO:  eta: 1:44:56  iter: 22399  total_loss: 4.689  loss_cls_b1: 0.5067  loss_cls_b2: 0.3538  loss_cls_b21: 0.5469  loss_cls_b22: 0.6383  loss_cls_b3: 0.3529  loss_cls_b31: 0.6418  loss_cls_b32: 0.6796  loss_cls_b33: 0.8691  loss_triplet_b1: 0.02945  loss_triplet_b2: 0.01676  loss_triplet_b3: 0.01943  loss_triplet_b22: 0.02254  loss_triplet_b33: 0.01704  time: 0.7526  data_time: 0.0008  lr: 1.94e-04  max_mem: 21562M
[05/01 03:30:57] fastreid.utils.events INFO:  eta: 1:42:21  iter: 22599  total_loss: 6.049  loss_cls_b1: 0.5765  loss_cls_b2: 0.4766  loss_cls_b21: 0.7241  loss_cls_b22: 0.8209  loss_cls_b3: 0.4789  loss_cls_b31: 0.8655  loss_cls_b32: 0.8077  loss_cls_b33: 1.214  loss_triplet_b1: 0.03441  loss_triplet_b2: 0.02132  loss_triplet_b3: 0.01868  loss_triplet_b22: 0.02255  loss_triplet_b33: 0.01645  time: 0.7528  data_time: 0.0006  lr: 1.86e-04  max_mem: 21562M
[05/01 03:33:34] fastreid.utils.events INFO:  eta: 1:39:45  iter: 22799  total_loss: 4.384  loss_cls_b1: 0.4618  loss_cls_b2: 0.3399  loss_cls_b21: 0.5492  loss_cls_b22: 0.6172  loss_cls_b3: 0.316  loss_cls_b31: 0.6883  loss_cls_b32: 0.6134  loss_cls_b33: 0.8951  loss_triplet_b1: 0.02492  loss_triplet_b2: 0.01216  loss_triplet_b3: 0.01496  loss_triplet_b22: 0.01431  loss_triplet_b33: 0.01023  time: 0.7530  data_time: 0.0004  lr: 1.79e-04  max_mem: 21562M
[05/01 03:36:12] fastreid.utils.events INFO:  eta: 1:37:09  iter: 22999  total_loss: 6.646  loss_cls_b1: 0.6326  loss_cls_b2: 0.4946  loss_cls_b21: 0.7696  loss_cls_b22: 0.8922  loss_cls_b3: 0.5024  loss_cls_b31: 0.9418  loss_cls_b32: 0.8489  loss_cls_b33: 1.294  loss_triplet_b1: 0.03728  loss_triplet_b2: 0.02304  loss_triplet_b3: 0.02228  loss_triplet_b22: 0.02591  loss_triplet_b33: 0.02267  time: 0.7532  data_time: 0.0006  lr: 1.72e-04  max_mem: 21562M
[05/01 03:38:49] fastreid.utils.events INFO:  eta: 1:34:33  iter: 23199  total_loss: 4.902  loss_cls_b1: 0.4943  loss_cls_b2: 0.3751  loss_cls_b21: 0.5795  loss_cls_b22: 0.6537  loss_cls_b3: 0.3981  loss_cls_b31: 0.7502  loss_cls_b32: 0.6809  loss_cls_b33: 0.8631  loss_triplet_b1: 0.03501  loss_triplet_b2: 0.01992  loss_triplet_b3: 0.02199  loss_triplet_b22: 0.02061  loss_triplet_b33: 0.01865  time: 0.7533  data_time: 0.0004  lr: 1.65e-04  max_mem: 21562M
[05/01 03:41:26] fastreid.utils.events INFO:  eta: 1:31:57  iter: 23399  total_loss: 5.249  loss_cls_b1: 0.4934  loss_cls_b2: 0.4184  loss_cls_b21: 0.6046  loss_cls_b22: 0.7829  loss_cls_b3: 0.4236  loss_cls_b31: 0.7756  loss_cls_b32: 0.7335  loss_cls_b33: 1.089  loss_triplet_b1: 0.02633  loss_triplet_b2: 0.01607  loss_triplet_b3: 0.01667  loss_triplet_b22: 0.01958  loss_triplet_b33: 0.01519  time: 0.7535  data_time: 0.0007  lr: 1.58e-04  max_mem: 21562M
[05/01 03:44:04] fastreid.utils.events INFO:  eta: 1:29:22  iter: 23599  total_loss: 6.104  loss_cls_b1: 0.6189  loss_cls_b2: 0.4558  loss_cls_b21: 0.6453  loss_cls_b22: 0.8635  loss_cls_b3: 0.462  loss_cls_b31: 0.7779  loss_cls_b32: 0.769  loss_cls_b33: 1.158  loss_triplet_b1: 0.03395  loss_triplet_b2: 0.02161  loss_triplet_b3: 0.02114  loss_triplet_b22: 0.02434  loss_triplet_b33: 0.01781  time: 0.7537  data_time: 0.0005  lr: 1.51e-04  max_mem: 21562M
[05/01 03:46:41] fastreid.utils.events INFO:  eta: 1:26:48  iter: 23799  total_loss: 5.503  loss_cls_b1: 0.5641  loss_cls_b2: 0.4122  loss_cls_b21: 0.6161  loss_cls_b22: 0.7846  loss_cls_b3: 0.3943  loss_cls_b31: 0.7857  loss_cls_b32: 0.8261  loss_cls_b33: 1.07  loss_triplet_b1: 0.03426  loss_triplet_b2: 0.02066  loss_triplet_b3: 0.02029  loss_triplet_b22: 0.02164  loss_triplet_b33: 0.01518  time: 0.7538  data_time: 0.0008  lr: 1.43e-04  max_mem: 21562M
[05/01 03:49:19] fastreid.utils.events INFO:  eta: 1:24:14  iter: 23999  total_loss: 5.139  loss_cls_b1: 0.5262  loss_cls_b2: 0.376  loss_cls_b21: 0.5456  loss_cls_b22: 0.7271  loss_cls_b3: 0.3727  loss_cls_b31: 0.6598  loss_cls_b32: 0.7468  loss_cls_b33: 1.058  loss_triplet_b1: 0.02794  loss_triplet_b2: 0.01808  loss_triplet_b3: 0.01672  loss_triplet_b22: 0.0169  loss_triplet_b33: 0.01682  time: 0.7540  data_time: 0.0005  lr: 1.36e-04  max_mem: 21562M
[05/01 03:51:56] fastreid.utils.events INFO:  eta: 1:21:41  iter: 24199  total_loss: 5.082  loss_cls_b1: 0.5263  loss_cls_b2: 0.3933  loss_cls_b21: 0.6069  loss_cls_b22: 0.6739  loss_cls_b3: 0.3868  loss_cls_b31: 0.7736  loss_cls_b32: 0.7494  loss_cls_b33: 0.9523  loss_triplet_b1: 0.03056  loss_triplet_b2: 0.02024  loss_triplet_b3: 0.02006  loss_triplet_b22: 0.01952  loss_triplet_b33: 0.01936  time: 0.7542  data_time: 0.0009  lr: 1.29e-04  max_mem: 21562M
[05/01 03:54:33] fastreid.utils.events INFO:  eta: 1:19:07  iter: 24399  total_loss: 4.711  loss_cls_b1: 0.4566  loss_cls_b2: 0.3297  loss_cls_b21: 0.554  loss_cls_b22: 0.6863  loss_cls_b3: 0.3617  loss_cls_b31: 0.6857  loss_cls_b32: 0.665  loss_cls_b33: 0.9362  loss_triplet_b1: 0.02685  loss_triplet_b2: 0.01624  loss_triplet_b3: 0.01635  loss_triplet_b22: 0.01564  loss_triplet_b33: 0.01469  time: 0.7543  data_time: 0.0006  lr: 1.23e-04  max_mem: 21562M
[05/01 03:57:11] fastreid.utils.events INFO:  eta: 1:16:31  iter: 24599  total_loss: 4.824  loss_cls_b1: 0.4643  loss_cls_b2: 0.3367  loss_cls_b21: 0.5601  loss_cls_b22: 0.7033  loss_cls_b3: 0.3766  loss_cls_b31: 0.6873  loss_cls_b32: 0.6869  loss_cls_b33: 0.9016  loss_triplet_b1: 0.02164  loss_triplet_b2: 0.01435  loss_triplet_b3: 0.01272  loss_triplet_b22: 0.01804  loss_triplet_b33: 0.01062  time: 0.7545  data_time: 0.0009  lr: 1.16e-04  max_mem: 21562M
[05/01 03:59:48] fastreid.utils.events INFO:  eta: 1:13:56  iter: 24799  total_loss: 5.009  loss_cls_b1: 0.5144  loss_cls_b2: 0.3885  loss_cls_b21: 0.6079  loss_cls_b22: 0.6914  loss_cls_b3: 0.3963  loss_cls_b31: 0.7457  loss_cls_b32: 0.7453  loss_cls_b33: 0.9723  loss_triplet_b1: 0.02922  loss_triplet_b2: 0.01735  loss_triplet_b3: 0.01809  loss_triplet_b22: 0.02049  loss_triplet_b33: 0.01487  time: 0.7546  data_time: 0.0006  lr: 1.09e-04  max_mem: 21562M
[05/01 04:02:25] fastreid.utils.events INFO:  eta: 1:11:20  iter: 24999  total_loss: 5.349  loss_cls_b1: 0.5133  loss_cls_b2: 0.3742  loss_cls_b21: 0.612  loss_cls_b22: 0.7578  loss_cls_b3: 0.4112  loss_cls_b31: 0.7521  loss_cls_b32: 0.7562  loss_cls_b33: 1.014  loss_triplet_b1: 0.02976  loss_triplet_b2: 0.01919  loss_triplet_b3: 0.02139  loss_triplet_b22: 0.01996  loss_triplet_b33: 0.02206  time: 0.7548  data_time: 0.0009  lr: 1.02e-04  max_mem: 21562M
[05/01 04:05:02] fastreid.utils.events INFO:  eta: 1:08:46  iter: 25199  total_loss: 4.706  loss_cls_b1: 0.4775  loss_cls_b2: 0.343  loss_cls_b21: 0.5108  loss_cls_b22: 0.7169  loss_cls_b3: 0.3521  loss_cls_b31: 0.6336  loss_cls_b32: 0.6528  loss_cls_b33: 0.9781  loss_triplet_b1: 0.02612  loss_triplet_b2: 0.0151  loss_triplet_b3: 0.01566  loss_triplet_b22: 0.01538  loss_triplet_b33: 0.01226  time: 0.7549  data_time: 0.0006  lr: 9.60e-05  max_mem: 21562M
[05/01 04:07:40] fastreid.utils.events INFO:  eta: 1:06:11  iter: 25399  total_loss: 3.013  loss_cls_b1: 0.3193  loss_cls_b2: 0.2313  loss_cls_b21: 0.3682  loss_cls_b22: 0.4243  loss_cls_b3: 0.2142  loss_cls_b31: 0.4076  loss_cls_b32: 0.4132  loss_cls_b33: 0.5758  loss_triplet_b1: 0.01399  loss_triplet_b2: 0.008009  loss_triplet_b3: 0.008449  loss_triplet_b22: 0.007054  loss_triplet_b33: 0.005172  time: 0.7551  data_time: 0.0007  lr: 8.97e-05  max_mem: 21562M
[05/01 04:10:17] fastreid.utils.events INFO:  eta: 1:03:37  iter: 25599  total_loss: 4.877  loss_cls_b1: 0.4578  loss_cls_b2: 0.3602  loss_cls_b21: 0.5304  loss_cls_b22: 0.658  loss_cls_b3: 0.3802  loss_cls_b31: 0.6524  loss_cls_b32: 0.6744  loss_cls_b33: 0.9135  loss_triplet_b1: 0.02511  loss_triplet_b2: 0.01453  loss_triplet_b3: 0.01531  loss_triplet_b22: 0.01921  loss_triplet_b33: 0.0154  time: 0.7552  data_time: 0.0006  lr: 8.35e-05  max_mem: 21562M
[05/01 04:12:54] fastreid.utils.events INFO:  eta: 1:01:03  iter: 25799  total_loss: 3.714  loss_cls_b1: 0.4019  loss_cls_b2: 0.2834  loss_cls_b21: 0.4695  loss_cls_b22: 0.4861  loss_cls_b3: 0.3027  loss_cls_b31: 0.563  loss_cls_b32: 0.5559  loss_cls_b33: 0.6371  loss_triplet_b1: 0.01904  loss_triplet_b2: 0.009957  loss_triplet_b3: 0.0119  loss_triplet_b22: 0.01101  loss_triplet_b33: 0.01037  time: 0.7554  data_time: 0.0004  lr: 7.75e-05  max_mem: 21562M
[05/01 04:15:32] fastreid.utils.events INFO:  eta: 0:58:28  iter: 25999  total_loss: 4.26  loss_cls_b1: 0.4364  loss_cls_b2: 0.3074  loss_cls_b21: 0.4608  loss_cls_b22: 0.6013  loss_cls_b3: 0.3091  loss_cls_b31: 0.6034  loss_cls_b32: 0.5727  loss_cls_b33: 0.8781  loss_triplet_b1: 0.01995  loss_triplet_b2: 0.01025  loss_triplet_b3: 0.01119  loss_triplet_b22: 0.01096  loss_triplet_b33: 0.00876  time: 0.7555  data_time: 0.0009  lr: 7.16e-05  max_mem: 21562M
[05/01 04:18:09] fastreid.utils.events INFO:  eta: 0:55:55  iter: 26199  total_loss: 3.596  loss_cls_b1: 0.3912  loss_cls_b2: 0.2955  loss_cls_b21: 0.4372  loss_cls_b22: 0.4879  loss_cls_b3: 0.2837  loss_cls_b31: 0.5409  loss_cls_b32: 0.5125  loss_cls_b33: 0.7032  loss_triplet_b1: 0.0215  loss_triplet_b2: 0.01195  loss_triplet_b3: 0.01214  loss_triplet_b22: 0.01138  loss_triplet_b33: 0.008606  time: 0.7556  data_time: 0.0005  lr: 6.59e-05  max_mem: 21562M
[05/01 04:20:46] fastreid.utils.events INFO:  eta: 0:53:20  iter: 26399  total_loss: 4.271  loss_cls_b1: 0.456  loss_cls_b2: 0.3316  loss_cls_b21: 0.5048  loss_cls_b22: 0.6052  loss_cls_b3: 0.3264  loss_cls_b31: 0.5871  loss_cls_b32: 0.6583  loss_cls_b33: 0.886  loss_triplet_b1: 0.01959  loss_triplet_b2: 0.01363  loss_triplet_b3: 0.01192  loss_triplet_b22: 0.00971  loss_triplet_b33: 0.009398  time: 0.7558  data_time: 0.0007  lr: 6.04e-05  max_mem: 21562M
[05/01 04:23:24] fastreid.utils.events INFO:  eta: 0:50:45  iter: 26599  total_loss: 4.118  loss_cls_b1: 0.4117  loss_cls_b2: 0.3277  loss_cls_b21: 0.4746  loss_cls_b22: 0.562  loss_cls_b3: 0.3226  loss_cls_b31: 0.512  loss_cls_b32: 0.5858  loss_cls_b33: 0.8139  loss_triplet_b1: 0.02083  loss_triplet_b2: 0.01145  loss_triplet_b3: 0.01331  loss_triplet_b22: 0.01127  loss_triplet_b33: 0.01015  time: 0.7559  data_time: 0.0005  lr: 5.51e-05  max_mem: 21562M
[05/01 04:26:01] fastreid.utils.events INFO:  eta: 0:48:11  iter: 26799  total_loss: 4.117  loss_cls_b1: 0.4346  loss_cls_b2: 0.308  loss_cls_b21: 0.4823  loss_cls_b22: 0.6115  loss_cls_b3: 0.3084  loss_cls_b31: 0.5338  loss_cls_b32: 0.6087  loss_cls_b33: 0.89  loss_triplet_b1: 0.01778  loss_triplet_b2: 0.0113  loss_triplet_b3: 0.01105  loss_triplet_b22: 0.009822  loss_triplet_b33: 0.009227  time: 0.7560  data_time: 0.0007  lr: 5.00e-05  max_mem: 21562M
[05/01 04:28:39] fastreid.utils.events INFO:  eta: 0:45:37  iter: 26999  total_loss: 3.614  loss_cls_b1: 0.3453  loss_cls_b2: 0.2729  loss_cls_b21: 0.3994  loss_cls_b22: 0.4772  loss_cls_b3: 0.2695  loss_cls_b31: 0.5164  loss_cls_b32: 0.4862  loss_cls_b33: 0.6897  loss_triplet_b1: 0.01553  loss_triplet_b2: 0.0103  loss_triplet_b3: 0.009912  loss_triplet_b22: 0.008622  loss_triplet_b33: 0.007332  time: 0.7562  data_time: 0.0005  lr: 4.51e-05  max_mem: 21562M
[05/01 04:31:16] fastreid.utils.events INFO:  eta: 0:43:01  iter: 27199  total_loss: 3.97  loss_cls_b1: 0.385  loss_cls_b2: 0.2919  loss_cls_b21: 0.4674  loss_cls_b22: 0.5078  loss_cls_b3: 0.3075  loss_cls_b31: 0.5592  loss_cls_b32: 0.5397  loss_cls_b33: 0.7518  loss_triplet_b1: 0.01647  loss_triplet_b2: 0.01226  loss_triplet_b3: 0.01149  loss_triplet_b22: 0.01135  loss_triplet_b33: 0.00917  time: 0.7563  data_time: 0.0009  lr: 4.04e-05  max_mem: 21562M
[05/01 04:33:54] fastreid.utils.events INFO:  eta: 0:40:27  iter: 27399  total_loss: 3.673  loss_cls_b1: 0.3482  loss_cls_b2: 0.2649  loss_cls_b21: 0.4105  loss_cls_b22: 0.4984  loss_cls_b3: 0.2768  loss_cls_b31: 0.4787  loss_cls_b32: 0.5191  loss_cls_b33: 0.7081  loss_triplet_b1: 0.01876  loss_triplet_b2: 0.01041  loss_triplet_b3: 0.009817  loss_triplet_b22: 0.009404  loss_triplet_b33: 0.007682  time: 0.7564  data_time: 0.0006  lr: 3.60e-05  max_mem: 21562M
[05/01 04:36:31] fastreid.utils.events INFO:  eta: 0:37:53  iter: 27599  total_loss: 3.682  loss_cls_b1: 0.3536  loss_cls_b2: 0.2741  loss_cls_b21: 0.4326  loss_cls_b22: 0.516  loss_cls_b3: 0.2753  loss_cls_b31: 0.5257  loss_cls_b32: 0.5339  loss_cls_b33: 0.7741  loss_triplet_b1: 0.0176  loss_triplet_b2: 0.01274  loss_triplet_b3: 0.01107  loss_triplet_b22: 0.01021  loss_triplet_b33: 0.00641  time: 0.7565  data_time: 0.0009  lr: 3.18e-05  max_mem: 21562M
[05/01 04:39:08] fastreid.utils.events INFO:  eta: 0:35:18  iter: 27799  total_loss: 3.647  loss_cls_b1: 0.3492  loss_cls_b2: 0.2637  loss_cls_b21: 0.4168  loss_cls_b22: 0.54  loss_cls_b3: 0.2633  loss_cls_b31: 0.4788  loss_cls_b32: 0.5396  loss_cls_b33: 0.7874  loss_triplet_b1: 0.01836  loss_triplet_b2: 0.009646  loss_triplet_b3: 0.01008  loss_triplet_b22: 0.008315  loss_triplet_b33: 0.008974  time: 0.7567  data_time: 0.0006  lr: 2.78e-05  max_mem: 21562M
[05/01 04:41:46] fastreid.utils.events INFO:  eta: 0:32:44  iter: 27999  total_loss: 3.027  loss_cls_b1: 0.31  loss_cls_b2: 0.2299  loss_cls_b21: 0.3891  loss_cls_b22: 0.4492  loss_cls_b3: 0.2287  loss_cls_b31: 0.465  loss_cls_b32: 0.409  loss_cls_b33: 0.6033  loss_triplet_b1: 0.01739  loss_triplet_b2: 0.008317  loss_triplet_b3: 0.007947  loss_triplet_b22: 0.007352  loss_triplet_b33: 0.005269  time: 0.7568  data_time: 0.0009  lr: 2.41e-05  max_mem: 21562M
[05/01 04:44:23] fastreid.utils.events INFO:  eta: 0:30:09  iter: 28199  total_loss: 3.712  loss_cls_b1: 0.3548  loss_cls_b2: 0.2724  loss_cls_b21: 0.4112  loss_cls_b22: 0.5213  loss_cls_b3: 0.2724  loss_cls_b31: 0.5247  loss_cls_b32: 0.4905  loss_cls_b33: 0.7099  loss_triplet_b1: 0.01722  loss_triplet_b2: 0.009449  loss_triplet_b3: 0.009984  loss_triplet_b22: 0.01085  loss_triplet_b33: 0.007988  time: 0.7569  data_time: 0.0006  lr: 2.06e-05  max_mem: 21562M
[05/01 04:47:00] fastreid.utils.events INFO:  eta: 0:27:34  iter: 28399  total_loss: 3.008  loss_cls_b1: 0.293  loss_cls_b2: 0.2312  loss_cls_b21: 0.3453  loss_cls_b22: 0.376  loss_cls_b3: 0.231  loss_cls_b31: 0.4072  loss_cls_b32: 0.4257  loss_cls_b33: 0.5935  loss_triplet_b1: 0.01603  loss_triplet_b2: 0.006933  loss_triplet_b3: 0.007075  loss_triplet_b22: 0.007  loss_triplet_b33: 0.005093  time: 0.7570  data_time: 0.0004  lr: 1.74e-05  max_mem: 21562M
[05/01 04:49:38] fastreid.utils.events INFO:  eta: 0:25:00  iter: 28599  total_loss: 3.5  loss_cls_b1: 0.3141  loss_cls_b2: 0.2438  loss_cls_b21: 0.3681  loss_cls_b22: 0.5351  loss_cls_b3: 0.2607  loss_cls_b31: 0.4682  loss_cls_b32: 0.5008  loss_cls_b33: 0.7874  loss_triplet_b1: 0.01526  loss_triplet_b2: 0.007538  loss_triplet_b3: 0.008289  loss_triplet_b22: 0.007475  loss_triplet_b33: 0.006296  time: 0.7571  data_time: 0.0006  lr: 1.45e-05  max_mem: 21562M
[05/01 04:52:15] fastreid.utils.events INFO:  eta: 0:22:25  iter: 28799  total_loss: 3.34  loss_cls_b1: 0.2952  loss_cls_b2: 0.2378  loss_cls_b21: 0.3664  loss_cls_b22: 0.474  loss_cls_b3: 0.2278  loss_cls_b31: 0.474  loss_cls_b32: 0.4797  loss_cls_b33: 0.6948  loss_triplet_b1: 0.01346  loss_triplet_b2: 0.008857  loss_triplet_b3: 0.007713  loss_triplet_b22: 0.00787  loss_triplet_b33: 0.006307  time: 0.7573  data_time: 0.0004  lr: 1.19e-05  max_mem: 21562M
[05/01 04:54:53] fastreid.utils.events INFO:  eta: 0:19:50  iter: 28999  total_loss: 4.016  loss_cls_b1: 0.3483  loss_cls_b2: 0.2808  loss_cls_b21: 0.4195  loss_cls_b22: 0.5106  loss_cls_b3: 0.2614  loss_cls_b31: 0.528  loss_cls_b32: 0.5295  loss_cls_b33: 0.7449  loss_triplet_b1: 0.02013  loss_triplet_b2: 0.01251  loss_triplet_b3: 0.01197  loss_triplet_b22: 0.01228  loss_triplet_b33: 0.009286  time: 0.7574  data_time: 0.0007  lr: 9.47e-06  max_mem: 21562M
[05/01 04:57:30] fastreid.utils.events INFO:  eta: 0:17:15  iter: 29199  total_loss: 2.924  loss_cls_b1: 0.31  loss_cls_b2: 0.216  loss_cls_b21: 0.3488  loss_cls_b22: 0.4222  loss_cls_b3: 0.2183  loss_cls_b31: 0.3881  loss_cls_b32: 0.3988  loss_cls_b33: 0.6329  loss_triplet_b1: 0.01431  loss_triplet_b2: 0.00847  loss_triplet_b3: 0.007936  loss_triplet_b22: 0.006658  loss_triplet_b33: 0.004981  time: 0.7575  data_time: 0.0005  lr: 7.37e-06  max_mem: 21562M
[05/01 05:00:07] fastreid.utils.events INFO:  eta: 0:14:41  iter: 29399  total_loss: 3.504  loss_cls_b1: 0.3267  loss_cls_b2: 0.2602  loss_cls_b21: 0.4185  loss_cls_b22: 0.5037  loss_cls_b3: 0.2528  loss_cls_b31: 0.5021  loss_cls_b32: 0.4795  loss_cls_b33: 0.733  loss_triplet_b1: 0.01645  loss_triplet_b2: 0.009435  loss_triplet_b3: 0.009302  loss_triplet_b22: 0.009522  loss_triplet_b33: 0.006646  time: 0.7576  data_time: 0.0007  lr: 5.56e-06  max_mem: 21562M
[05/01 05:02:45] fastreid.utils.events INFO:  eta: 0:12:06  iter: 29599  total_loss: 2.808  loss_cls_b1: 0.2696  loss_cls_b2: 0.2138  loss_cls_b21: 0.3236  loss_cls_b22: 0.3878  loss_cls_b3: 0.2095  loss_cls_b31: 0.4226  loss_cls_b32: 0.3921  loss_cls_b33: 0.574  loss_triplet_b1: 0.01337  loss_triplet_b2: 0.005524  loss_triplet_b3: 0.006386  loss_triplet_b22: 0.006313  loss_triplet_b33: 0.005513  time: 0.7577  data_time: 0.0006  lr: 4.03e-06  max_mem: 21562M
[05/01 05:05:22] fastreid.utils.events INFO:  eta: 0:09:32  iter: 29799  total_loss: 3.687  loss_cls_b1: 0.3358  loss_cls_b2: 0.2743  loss_cls_b21: 0.4168  loss_cls_b22: 0.5022  loss_cls_b3: 0.2904  loss_cls_b31: 0.5344  loss_cls_b32: 0.584  loss_cls_b33: 0.7316  loss_triplet_b1: 0.02038  loss_triplet_b2: 0.008743  loss_triplet_b3: 0.01081  loss_triplet_b22: 0.01026  loss_triplet_b33: 0.008706  time: 0.7578  data_time: 0.0008  lr: 2.80e-06  max_mem: 21562M
[05/01 05:07:59] fastreid.utils.events INFO:  eta: 0:06:58  iter: 29999  total_loss: 3.399  loss_cls_b1: 0.36  loss_cls_b2: 0.2522  loss_cls_b21: 0.3639  loss_cls_b22: 0.4336  loss_cls_b3: 0.2538  loss_cls_b31: 0.4698  loss_cls_b32: 0.5302  loss_cls_b33: 0.6839  loss_triplet_b1: 0.01644  loss_triplet_b2: 0.009173  loss_triplet_b3: 0.00808  loss_triplet_b22: 0.007141  loss_triplet_b33: 0.005522  time: 0.7579  data_time: 0.0005  lr: 1.85e-06  max_mem: 21562M
[05/01 05:10:36] fastreid.utils.events INFO:  eta: 0:04:23  iter: 30199  total_loss: 3.533  loss_cls_b1: 0.3236  loss_cls_b2: 0.2495  loss_cls_b21: 0.3998  loss_cls_b22: 0.4971  loss_cls_b3: 0.268  loss_cls_b31: 0.5099  loss_cls_b32: 0.5144  loss_cls_b33: 0.7069  loss_triplet_b1: 0.01837  loss_triplet_b2: 0.009431  loss_triplet_b3: 0.0113  loss_triplet_b22: 0.009674  loss_triplet_b33: 0.008417  time: 0.7580  data_time: 0.0009  lr: 1.20e-06  max_mem: 21562M
[05/01 05:13:14] fastreid.utils.events INFO:  eta: 0:01:48  iter: 30399  total_loss: 3.323  loss_cls_b1: 0.309  loss_cls_b2: 0.2528  loss_cls_b21: 0.3839  loss_cls_b22: 0.4537  loss_cls_b3: 0.2423  loss_cls_b31: 0.4899  loss_cls_b32: 0.4828  loss_cls_b33: 0.6387  loss_triplet_b1: 0.01703  loss_triplet_b2: 0.009868  loss_triplet_b3: 0.008313  loss_triplet_b22: 0.009067  loss_triplet_b33: 0.006189  time: 0.7581  data_time: 0.0006  lr: 8.43e-07  max_mem: 21562M
[05/01 05:15:04] fastreid.engine.defaults INFO: Prepare testing set
[05/01 05:15:04] fastreid.data.datasets.bases INFO: => Loaded MSMT17 in csv format: 
[36m| subset   | # ids   | # images   | # cameras   |
|:---------|:--------|:-----------|:------------|
| query    | 3060    | 11659      | 15          |
| gallery  | 3060    | 82161      | 15          |[0m
[05/01 05:15:04] fastreid.evaluation.evaluator INFO: Start inference on 93820 images
[05/01 05:15:15] fastreid.evaluation.evaluator INFO: Inference done 11/733. 0.0948 s / batch. ETA=0:02:01
[05/01 05:15:45] fastreid.evaluation.evaluator INFO: Inference done 186/733. 0.0832 s / batch. ETA=0:01:33
[05/01 05:16:15] fastreid.evaluation.evaluator INFO: Inference done 361/733. 0.0830 s / batch. ETA=0:01:03
[05/01 05:16:45] fastreid.evaluation.evaluator INFO: Inference done 536/733. 0.0830 s / batch. ETA=0:00:33
[05/01 05:17:15] fastreid.evaluation.evaluator INFO: Inference done 712/733. 0.0829 s / batch. ETA=0:00:03
[05/01 05:17:20] fastreid.evaluation.evaluator INFO: Total inference time: 0:02:06.478864 (0.173735 s / batch per device)
[05/01 05:17:20] fastreid.evaluation.evaluator INFO: Total inference pure compute time: 0:01:01 (0.084435 s / batch per device)
[05/01 05:42:52] fastreid.evaluation.testing INFO: Evaluation results in csv format: 
[36m| Datasets   | Rank-1   | Rank-5   | Rank-10   | mAP    | mINP   |
|:-----------|:---------|:---------|:----------|:-------|:-------|
| MSMT17     | 89.16%   | 94.61%   | 95.81%    | 72.42% | 23.83% |[0m
[05/01 05:42:52] fastreid.utils.events INFO:  eta: 0:00:00  iter: 30539  total_loss: 3.003  loss_cls_b1: 0.3143  loss_cls_b2: 0.2493  loss_cls_b21: 0.3455  loss_cls_b22: 0.3972  loss_cls_b3: 0.2274  loss_cls_b31: 0.4185  loss_cls_b32: 0.4653  loss_cls_b33: 0.5713  loss_triplet_b1: 0.01337  loss_triplet_b2: 0.007655  loss_triplet_b3: 0.007057  loss_triplet_b22: 0.005851  loss_triplet_b33: 0.004813  time: 0.7582  data_time: 0.0004  lr: 7.70e-07  max_mem: 21562M
[05/01 05:42:52] fastreid.engine.hooks INFO: Overall training speed: 30537 iterations in 6:25:53 (0.7582 s / it)
[05/01 05:42:52] fastreid.engine.hooks INFO: Total training time: 6:59:42 (0:33:49 on hooks)
