[05/05 02:04:37] fastreid INFO: Rank of current process: 0. World size: 4
[05/05 02:04:37] 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, 

[05/05 02:04:37] fastreid INFO: Command line arguments: Namespace(config_file='configs/CMDM/msmt17_mgn_R152ibn_lion.yml', finetune=False, resume=False, eval_only=False, num_gpus=4, num_machines=1, machine_rank=0, dist_url='tcp://127.0.0.1:38556', opts=[])
[05/05 02:04:37] fastreid INFO: Contents of args.config_file=configs/CMDM/msmt17_mgn_R152ibn_lion.yml:
_BASE_: "../Base-MGN.yml"

MODEL:
  BACKBONE:
    WITH_IBN: True
    EXTRA_BN: True
    DEPTH: "152x"
    PRETRAIN_PATH: "/home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet152_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/ResNet152IBN_LION_MGN"

[05/05 02:04:37] 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_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/ResNet152IBN_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
[05/05 02:04:37] fastreid INFO: Full config saved to /home/ma-user/work/Projects/ReIDNet_Finetune/FastReID/logs/msmt17/ResNet152IBN_LION_MGN/config.yaml
[05/05 02:04:37] fastreid.utils.env INFO: Using a generated random seed 38036077
[05/05 02:04:37] fastreid.engine.defaults INFO: Prepare training set
[05/05 02:04:38] fastreid.data.datasets.bases INFO: => Loaded MSMT17 in csv format: 
[36m| subset   | # ids   | # images   | # cameras   |
|:---------|:--------|:-----------|:------------|
| train    | 1041    | 32621      | 15          |[0m
[05/05 02:04:38] 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.
[05/05 02:04:40] fastreid.modeling.backbones.resnet INFO: Loading pretrained model from /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet152_IBN.pth
[05/05 02:05:01] fastreid.engine.defaults INFO: Freeze layer group "backbone,b1,b2,b3" training for 5090 iterations
[05/05 02:05:01] fastreid.utils.checkpoint INFO: No checkpoint found. Training model from scratch
[05/05 02:05:01] fastreid.engine.train_loop INFO: Starting training from iteration 0
[05/05 02:07:30] fastreid.utils.events INFO:  eta: 5:59:02  iter: 199  total_loss: 56.1  loss_cls_b1: 6.449  loss_cls_b2: 6.321  loss_cls_b21: 6.344  loss_cls_b22: 6.446  loss_cls_b3: 6.355  loss_cls_b31: 6.38  loss_cls_b32: 6.364  loss_cls_b33: 6.398  loss_triplet_b1: 0.8328  loss_triplet_b2: 0.814  loss_triplet_b3: 0.8058  loss_triplet_b22: 1.113  loss_triplet_b33: 1.571  time: 0.7144  data_time: 0.0009  lr: 1.70e-05  max_mem: 21563M
[05/05 02:09:53] fastreid.utils.events INFO:  eta: 5:56:08  iter: 399  total_loss: 55.69  loss_cls_b1: 6.313  loss_cls_b2: 6.215  loss_cls_b21: 6.282  loss_cls_b22: 6.251  loss_cls_b3: 6.158  loss_cls_b31: 6.328  loss_cls_b32: 6.225  loss_cls_b33: 6.322  loss_triplet_b1: 0.8462  loss_triplet_b2: 0.8612  loss_triplet_b3: 0.835  loss_triplet_b22: 1.209  loss_triplet_b33: 1.541  time: 0.7117  data_time: 0.0004  lr: 3.07e-05  max_mem: 21563M
[05/05 02:12:15] fastreid.utils.events INFO:  eta: 5:53:44  iter: 599  total_loss: 55.17  loss_cls_b1: 6.294  loss_cls_b2: 6.197  loss_cls_b21: 6.276  loss_cls_b22: 6.338  loss_cls_b3: 6.224  loss_cls_b31: 6.263  loss_cls_b32: 6.176  loss_cls_b33: 6.42  loss_triplet_b1: 0.8551  loss_triplet_b2: 0.8096  loss_triplet_b3: 0.8187  loss_triplet_b22: 1.114  loss_triplet_b33: 1.526  time: 0.7110  data_time: 0.0007  lr: 4.43e-05  max_mem: 21563M
[05/05 02:14:38] fastreid.utils.events INFO:  eta: 5:51:20  iter: 799  total_loss: 53.5  loss_cls_b1: 5.927  loss_cls_b2: 6.015  loss_cls_b21: 6.088  loss_cls_b22: 6.106  loss_cls_b3: 6.158  loss_cls_b31: 6.144  loss_cls_b32: 6.075  loss_cls_b33: 6.126  loss_triplet_b1: 0.7971  loss_triplet_b2: 0.7952  loss_triplet_b3: 0.7622  loss_triplet_b22: 1.058  loss_triplet_b33: 1.495  time: 0.7108  data_time: 0.0005  lr: 5.79e-05  max_mem: 21563M
[05/05 02:17:01] fastreid.utils.events INFO:  eta: 5:48:57  iter: 999  total_loss: 53.35  loss_cls_b1: 5.959  loss_cls_b2: 6.03  loss_cls_b21: 6.113  loss_cls_b22: 5.987  loss_cls_b3: 6.089  loss_cls_b31: 6.18  loss_cls_b32: 6.081  loss_cls_b33: 6.178  loss_triplet_b1: 0.7486  loss_triplet_b2: 0.7389  loss_triplet_b3: 0.7057  loss_triplet_b22: 0.991  loss_triplet_b33: 1.315  time: 0.7107  data_time: 0.0010  lr: 7.15e-05  max_mem: 21563M
[05/05 02:19:24] fastreid.utils.events INFO:  eta: 5:46:30  iter: 1199  total_loss: 50.89  loss_cls_b1: 5.744  loss_cls_b2: 5.789  loss_cls_b21: 5.799  loss_cls_b22: 5.882  loss_cls_b3: 5.766  loss_cls_b31: 5.906  loss_cls_b32: 5.875  loss_cls_b33: 5.94  loss_triplet_b1: 0.7342  loss_triplet_b2: 0.6994  loss_triplet_b3: 0.7084  loss_triplet_b22: 0.9668  loss_triplet_b33: 1.291  time: 0.7105  data_time: 0.0005  lr: 8.51e-05  max_mem: 21563M
[05/05 02:21:46] fastreid.utils.events INFO:  eta: 5:44:10  iter: 1399  total_loss: 50.76  loss_cls_b1: 5.734  loss_cls_b2: 5.759  loss_cls_b21: 5.706  loss_cls_b22: 5.805  loss_cls_b3: 5.77  loss_cls_b31: 5.877  loss_cls_b32: 5.867  loss_cls_b33: 5.931  loss_triplet_b1: 0.6313  loss_triplet_b2: 0.6846  loss_triplet_b3: 0.6127  loss_triplet_b22: 0.9387  loss_triplet_b33: 1.25  time: 0.7105  data_time: 0.0010  lr: 9.87e-05  max_mem: 21563M
[05/05 02:24:09] fastreid.utils.events INFO:  eta: 5:41:47  iter: 1599  total_loss: 48.34  loss_cls_b1: 5.48  loss_cls_b2: 5.399  loss_cls_b21: 5.424  loss_cls_b22: 5.416  loss_cls_b3: 5.386  loss_cls_b31: 5.643  loss_cls_b32: 5.658  loss_cls_b33: 5.712  loss_triplet_b1: 0.6374  loss_triplet_b2: 0.6457  loss_triplet_b3: 0.6357  loss_triplet_b22: 0.8976  loss_triplet_b33: 1.146  time: 0.7104  data_time: 0.0006  lr: 1.12e-04  max_mem: 21563M
[05/05 02:26:32] fastreid.utils.events INFO:  eta: 5:39:24  iter: 1799  total_loss: 46.63  loss_cls_b1: 5.204  loss_cls_b2: 5.178  loss_cls_b21: 5.412  loss_cls_b22: 5.411  loss_cls_b3: 5.276  loss_cls_b31: 5.417  loss_cls_b32: 5.314  loss_cls_b33: 5.55  loss_triplet_b1: 0.5988  loss_triplet_b2: 0.5871  loss_triplet_b3: 0.5906  loss_triplet_b22: 0.8439  loss_triplet_b33: 1.162  time: 0.7105  data_time: 0.0009  lr: 1.26e-04  max_mem: 21563M
[05/05 02:28:55] fastreid.utils.events INFO:  eta: 5:37:01  iter: 1999  total_loss: 44.57  loss_cls_b1: 4.894  loss_cls_b2: 5.126  loss_cls_b21: 5.061  loss_cls_b22: 5.201  loss_cls_b3: 4.922  loss_cls_b31: 5.18  loss_cls_b32: 5.188  loss_cls_b33: 5.281  loss_triplet_b1: 0.6307  loss_triplet_b2: 0.6445  loss_triplet_b3: 0.6378  loss_triplet_b22: 0.876  loss_triplet_b33: 1.193  time: 0.7104  data_time: 0.0008  lr: 1.40e-04  max_mem: 21563M
[05/05 02:31:18] fastreid.utils.events INFO:  eta: 5:34:37  iter: 2199  total_loss: 43.62  loss_cls_b1: 4.796  loss_cls_b2: 4.817  loss_cls_b21: 5.122  loss_cls_b22: 5.079  loss_cls_b3: 5.043  loss_cls_b31: 5.116  loss_cls_b32: 5.11  loss_cls_b33: 5.183  loss_triplet_b1: 0.5226  loss_triplet_b2: 0.4845  loss_triplet_b3: 0.5252  loss_triplet_b22: 0.7048  loss_triplet_b33: 0.9701  time: 0.7104  data_time: 0.0010  lr: 1.53e-04  max_mem: 21563M
[05/05 02:33:41] fastreid.utils.events INFO:  eta: 5:32:19  iter: 2399  total_loss: 40.67  loss_cls_b1: 4.537  loss_cls_b2: 4.545  loss_cls_b21: 4.568  loss_cls_b22: 4.802  loss_cls_b3: 4.407  loss_cls_b31: 4.77  loss_cls_b32: 4.607  loss_cls_b33: 4.824  loss_triplet_b1: 0.5691  loss_triplet_b2: 0.4942  loss_triplet_b3: 0.5256  loss_triplet_b22: 0.7245  loss_triplet_b33: 0.9723  time: 0.7104  data_time: 0.0008  lr: 1.67e-04  max_mem: 21563M
[05/05 02:36:04] fastreid.utils.events INFO:  eta: 5:29:55  iter: 2599  total_loss: 39.24  loss_cls_b1: 4.278  loss_cls_b2: 4.292  loss_cls_b21: 4.419  loss_cls_b22: 4.664  loss_cls_b3: 4.401  loss_cls_b31: 4.647  loss_cls_b32: 4.499  loss_cls_b33: 4.758  loss_triplet_b1: 0.5456  loss_triplet_b2: 0.5544  loss_triplet_b3: 0.5869  loss_triplet_b22: 0.7489  loss_triplet_b33: 0.9927  time: 0.7104  data_time: 0.0009  lr: 1.80e-04  max_mem: 21563M
[05/05 02:38:26] fastreid.utils.events INFO:  eta: 5:27:33  iter: 2799  total_loss: 38.44  loss_cls_b1: 4.327  loss_cls_b2: 4.266  loss_cls_b21: 4.407  loss_cls_b22: 4.543  loss_cls_b3: 4.215  loss_cls_b31: 4.724  loss_cls_b32: 4.56  loss_cls_b33: 4.676  loss_triplet_b1: 0.566  loss_triplet_b2: 0.5318  loss_triplet_b3: 0.5288  loss_triplet_b22: 0.6658  loss_triplet_b33: 0.8932  time: 0.7103  data_time: 0.0007  lr: 1.94e-04  max_mem: 21563M
[05/05 02:40:49] fastreid.utils.events INFO:  eta: 5:25:10  iter: 2999  total_loss: 29.25  loss_cls_b1: 2.982  loss_cls_b2: 3.127  loss_cls_b21: 3.245  loss_cls_b22: 3.453  loss_cls_b3: 2.966  loss_cls_b31: 3.437  loss_cls_b32: 3.216  loss_cls_b33: 3.907  loss_triplet_b1: 0.4649  loss_triplet_b2: 0.5081  loss_triplet_b3: 0.4896  loss_triplet_b22: 0.6917  loss_triplet_b33: 0.8372  time: 0.7102  data_time: 0.0004  lr: 2.08e-04  max_mem: 21563M
[05/05 02:43:12] fastreid.utils.events INFO:  eta: 5:22:47  iter: 3199  total_loss: 35.54  loss_cls_b1: 3.919  loss_cls_b2: 3.893  loss_cls_b21: 3.967  loss_cls_b22: 4.148  loss_cls_b3: 3.887  loss_cls_b31: 4.293  loss_cls_b32: 4.2  loss_cls_b33: 4.453  loss_triplet_b1: 0.5521  loss_triplet_b2: 0.5194  loss_triplet_b3: 0.4944  loss_triplet_b22: 0.6858  loss_triplet_b33: 0.8969  time: 0.7102  data_time: 0.0007  lr: 2.21e-04  max_mem: 21563M
[05/05 02:45:35] fastreid.utils.events INFO:  eta: 5:20:17  iter: 3399  total_loss: 26.05  loss_cls_b1: 2.652  loss_cls_b2: 2.592  loss_cls_b21: 2.967  loss_cls_b22: 3.03  loss_cls_b3: 2.653  loss_cls_b31: 3.07  loss_cls_b32: 2.954  loss_cls_b33: 3.553  loss_triplet_b1: 0.4478  loss_triplet_b2: 0.4115  loss_triplet_b3: 0.4676  loss_triplet_b22: 0.5674  loss_triplet_b33: 0.7473  time: 0.7102  data_time: 0.0005  lr: 2.35e-04  max_mem: 21563M
[05/05 02:47:57] fastreid.utils.events INFO:  eta: 5:17:52  iter: 3599  total_loss: 32.67  loss_cls_b1: 3.477  loss_cls_b2: 3.608  loss_cls_b21: 3.759  loss_cls_b22: 3.857  loss_cls_b3: 3.571  loss_cls_b31: 3.911  loss_cls_b32: 3.862  loss_cls_b33: 3.987  loss_triplet_b1: 0.3841  loss_triplet_b2: 0.4076  loss_triplet_b3: 0.3884  loss_triplet_b22: 0.5902  loss_triplet_b33: 0.7062  time: 0.7100  data_time: 0.0008  lr: 2.49e-04  max_mem: 21563M
[05/05 02:50:20] fastreid.utils.events INFO:  eta: 5:15:28  iter: 3799  total_loss: 26.26  loss_cls_b1: 2.642  loss_cls_b2: 2.67  loss_cls_b21: 3.021  loss_cls_b22: 3.126  loss_cls_b3: 2.728  loss_cls_b31: 3.255  loss_cls_b32: 3.121  loss_cls_b33: 3.449  loss_triplet_b1: 0.3969  loss_triplet_b2: 0.3945  loss_triplet_b3: 0.3919  loss_triplet_b22: 0.5419  loss_triplet_b33: 0.5839  time: 0.7100  data_time: 0.0005  lr: 2.62e-04  max_mem: 21563M
[05/05 02:52:43] fastreid.utils.events INFO:  eta: 5:13:01  iter: 3999  total_loss: 29.54  loss_cls_b1: 3.105  loss_cls_b2: 3.157  loss_cls_b21: 3.304  loss_cls_b22: 3.512  loss_cls_b3: 3.155  loss_cls_b31: 3.456  loss_cls_b32: 3.427  loss_cls_b33: 3.67  loss_triplet_b1: 0.448  loss_triplet_b2: 0.4073  loss_triplet_b3: 0.4022  loss_triplet_b22: 0.5573  loss_triplet_b33: 0.6965  time: 0.7100  data_time: 0.0007  lr: 2.76e-04  max_mem: 21563M
[05/05 02:55:05] fastreid.utils.events INFO:  eta: 5:10:42  iter: 4199  total_loss: 26.55  loss_cls_b1: 2.777  loss_cls_b2: 2.796  loss_cls_b21: 2.939  loss_cls_b22: 3.166  loss_cls_b3: 2.826  loss_cls_b31: 3.097  loss_cls_b32: 3.063  loss_cls_b33: 3.561  loss_triplet_b1: 0.4115  loss_triplet_b2: 0.4037  loss_triplet_b3: 0.3932  loss_triplet_b22: 0.548  loss_triplet_b33: 0.6358  time: 0.7099  data_time: 0.0006  lr: 2.89e-04  max_mem: 21563M
[05/05 02:57:28] fastreid.utils.events INFO:  eta: 5:08:23  iter: 4399  total_loss: 27.08  loss_cls_b1: 2.88  loss_cls_b2: 2.797  loss_cls_b21: 3.088  loss_cls_b22: 3.252  loss_cls_b3: 2.779  loss_cls_b31: 3.235  loss_cls_b32: 2.985  loss_cls_b33: 3.529  loss_triplet_b1: 0.4021  loss_triplet_b2: 0.4018  loss_triplet_b3: 0.3786  loss_triplet_b22: 0.5243  loss_triplet_b33: 0.637  time: 0.7099  data_time: 0.0008  lr: 3.03e-04  max_mem: 21563M
[05/05 02:59:51] fastreid.utils.events INFO:  eta: 5:06:05  iter: 4599  total_loss: 24.33  loss_cls_b1: 2.424  loss_cls_b2: 2.433  loss_cls_b21: 2.764  loss_cls_b22: 2.994  loss_cls_b3: 2.477  loss_cls_b31: 3.001  loss_cls_b32: 2.845  loss_cls_b33: 3.407  loss_triplet_b1: 0.3074  loss_triplet_b2: 0.3189  loss_triplet_b3: 0.3144  loss_triplet_b22: 0.3866  loss_triplet_b33: 0.505  time: 0.7100  data_time: 0.0006  lr: 3.17e-04  max_mem: 21563M
[05/05 03:02:14] fastreid.utils.events INFO:  eta: 5:03:43  iter: 4799  total_loss: 26.86  loss_cls_b1: 2.809  loss_cls_b2: 2.815  loss_cls_b21: 3.066  loss_cls_b22: 3.173  loss_cls_b3: 2.762  loss_cls_b31: 3.255  loss_cls_b32: 3.185  loss_cls_b33: 3.567  loss_triplet_b1: 0.3661  loss_triplet_b2: 0.3637  loss_triplet_b3: 0.3407  loss_triplet_b22: 0.4699  loss_triplet_b33: 0.5952  time: 0.7100  data_time: 0.0009  lr: 3.30e-04  max_mem: 21563M
[05/05 03:04:37] fastreid.utils.events INFO:  eta: 5:01:28  iter: 4999  total_loss: 24.56  loss_cls_b1: 2.52  loss_cls_b2: 2.522  loss_cls_b21: 2.877  loss_cls_b22: 3  loss_cls_b3: 2.49  loss_cls_b31: 3.087  loss_cls_b32: 2.981  loss_cls_b33: 3.298  loss_triplet_b1: 0.3466  loss_triplet_b2: 0.3488  loss_triplet_b3: 0.3301  loss_triplet_b22: 0.4115  loss_triplet_b33: 0.5297  time: 0.7100  data_time: 0.0007  lr: 3.44e-04  max_mem: 21563M
[05/05 03:07:15] fastreid.utils.events INFO:  eta: 4:59:20  iter: 5199  total_loss: 32.65  loss_cls_b1: 3.645  loss_cls_b2: 3.601  loss_cls_b21: 3.846  loss_cls_b22: 3.82  loss_cls_b3: 3.447  loss_cls_b31: 3.982  loss_cls_b32: 3.865  loss_cls_b33: 3.927  loss_triplet_b1: 0.6247  loss_triplet_b2: 0.5524  loss_triplet_b3: 0.531  loss_triplet_b22: 0.6946  loss_triplet_b33: 0.7009  time: 0.7128  data_time: 0.0011  lr: 3.50e-04  max_mem: 21563M
[05/05 03:10:04] fastreid.utils.events INFO:  eta: 4:57:36  iter: 5399  total_loss: 27.57  loss_cls_b1: 2.965  loss_cls_b2: 2.927  loss_cls_b21: 3.229  loss_cls_b22: 3.44  loss_cls_b3: 2.952  loss_cls_b31: 3.379  loss_cls_b32: 3.215  loss_cls_b33: 3.711  loss_triplet_b1: 0.4635  loss_triplet_b2: 0.4214  loss_triplet_b3: 0.3951  loss_triplet_b22: 0.5016  loss_triplet_b33: 0.5274  time: 0.7176  data_time: 0.0007  lr: 3.50e-04  max_mem: 21563M
[05/05 03:12:54] fastreid.utils.events INFO:  eta: 5:45:47  iter: 5599  total_loss: 16.41  loss_cls_b1: 1.723  loss_cls_b2: 1.632  loss_cls_b21: 1.813  loss_cls_b22: 2.122  loss_cls_b3: 1.612  loss_cls_b31: 2.1  loss_cls_b32: 2.003  loss_cls_b33: 2.348  loss_triplet_b1: 0.287  loss_triplet_b2: 0.2519  loss_triplet_b3: 0.2166  loss_triplet_b22: 0.3251  loss_triplet_b33: 0.3634  time: 0.7221  data_time: 0.0011  lr: 3.50e-04  max_mem: 21563M
[05/05 03:15:43] fastreid.utils.events INFO:  eta: 5:45:26  iter: 5799  total_loss: 25.42  loss_cls_b1: 2.7  loss_cls_b2: 2.715  loss_cls_b21: 2.992  loss_cls_b22: 3.024  loss_cls_b3: 2.734  loss_cls_b31: 3.096  loss_cls_b32: 3.032  loss_cls_b33: 3.254  loss_triplet_b1: 0.2195  loss_triplet_b2: 0.2494  loss_triplet_b3: 0.2106  loss_triplet_b22: 0.2855  loss_triplet_b33: 0.3538  time: 0.7262  data_time: 0.0008  lr: 3.50e-04  max_mem: 21563M
[05/05 03:18:33] fastreid.utils.events INFO:  eta: 5:43:15  iter: 5999  total_loss: 18.83  loss_cls_b1: 1.979  loss_cls_b2: 1.829  loss_cls_b21: 2.195  loss_cls_b22: 2.404  loss_cls_b3: 1.951  loss_cls_b31: 2.277  loss_cls_b32: 2.315  loss_cls_b33: 2.658  loss_triplet_b1: 0.2449  loss_triplet_b2: 0.2082  loss_triplet_b3: 0.2019  loss_triplet_b22: 0.2691  loss_triplet_b33: 0.3039  time: 0.7301  data_time: 0.0004  lr: 3.50e-04  max_mem: 21563M
[05/05 03:21:23] fastreid.utils.events INFO:  eta: 5:40:43  iter: 6199  total_loss: 23.19  loss_cls_b1: 2.529  loss_cls_b2: 2.513  loss_cls_b21: 2.841  loss_cls_b22: 2.933  loss_cls_b3: 2.519  loss_cls_b31: 3.002  loss_cls_b32: 2.833  loss_cls_b33: 3.151  loss_triplet_b1: 0.1917  loss_triplet_b2: 0.1521  loss_triplet_b3: 0.1567  loss_triplet_b22: 0.1986  loss_triplet_b33: 0.2408  time: 0.7337  data_time: 0.0007  lr: 3.50e-04  max_mem: 21563M
[05/05 03:24:12] fastreid.utils.events INFO:  eta: 5:38:12  iter: 6399  total_loss: 19.94  loss_cls_b1: 2.104  loss_cls_b2: 2.02  loss_cls_b21: 2.343  loss_cls_b22: 2.368  loss_cls_b3: 2.012  loss_cls_b31: 2.498  loss_cls_b32: 2.434  loss_cls_b33: 2.779  loss_triplet_b1: 0.2032  loss_triplet_b2: 0.1882  loss_triplet_b3: 0.2155  loss_triplet_b22: 0.2509  loss_triplet_b33: 0.2933  time: 0.7372  data_time: 0.0005  lr: 3.50e-04  max_mem: 21563M
[05/05 03:27:02] fastreid.utils.events INFO:  eta: 5:35:37  iter: 6599  total_loss: 21.32  loss_cls_b1: 2.337  loss_cls_b2: 2.264  loss_cls_b21: 2.53  loss_cls_b22: 2.682  loss_cls_b3: 2.307  loss_cls_b31: 2.652  loss_cls_b32: 2.603  loss_cls_b33: 2.912  loss_triplet_b1: 0.2197  loss_triplet_b2: 0.1754  loss_triplet_b3: 0.1584  loss_triplet_b22: 0.207  loss_triplet_b33: 0.2212  time: 0.7404  data_time: 0.0008  lr: 3.50e-04  max_mem: 21563M
[05/05 03:29:52] fastreid.utils.events INFO:  eta: 5:32:41  iter: 6799  total_loss: 18.04  loss_cls_b1: 1.927  loss_cls_b2: 1.858  loss_cls_b21: 2.147  loss_cls_b22: 2.352  loss_cls_b3: 1.914  loss_cls_b31: 2.219  loss_cls_b32: 2.228  loss_cls_b33: 2.653  loss_triplet_b1: 0.1898  loss_triplet_b2: 0.1612  loss_triplet_b3: 0.1551  loss_triplet_b22: 0.1879  loss_triplet_b33: 0.2082  time: 0.7434  data_time: 0.0005  lr: 3.50e-04  max_mem: 21563M
[05/05 03:32:41] fastreid.utils.events INFO:  eta: 5:29:44  iter: 6999  total_loss: 19.23  loss_cls_b1: 2.099  loss_cls_b2: 2.068  loss_cls_b21: 2.232  loss_cls_b22: 2.481  loss_cls_b3: 2.023  loss_cls_b31: 2.519  loss_cls_b32: 2.368  loss_cls_b33: 2.696  loss_triplet_b1: 0.1707  loss_triplet_b2: 0.1449  loss_triplet_b3: 0.1223  loss_triplet_b22: 0.1779  loss_triplet_b33: 0.1817  time: 0.7462  data_time: 0.0008  lr: 3.50e-04  max_mem: 21563M
[05/05 03:35:31] fastreid.utils.events INFO:  eta: 5:26:58  iter: 7199  total_loss: 18.86  loss_cls_b1: 2.033  loss_cls_b2: 1.987  loss_cls_b21: 2.236  loss_cls_b22: 2.423  loss_cls_b3: 1.944  loss_cls_b31: 2.41  loss_cls_b32: 2.25  loss_cls_b33: 2.677  loss_triplet_b1: 0.1854  loss_triplet_b2: 0.1428  loss_triplet_b3: 0.1359  loss_triplet_b22: 0.1662  loss_triplet_b33: 0.1686  time: 0.7489  data_time: 0.0005  lr: 3.50e-04  max_mem: 21563M
[05/05 03:38:20] fastreid.utils.events INFO:  eta: 5:24:02  iter: 7399  total_loss: 18.65  loss_cls_b1: 2.09  loss_cls_b2: 1.948  loss_cls_b21: 2.209  loss_cls_b22: 2.266  loss_cls_b3: 1.978  loss_cls_b31: 2.368  loss_cls_b32: 2.373  loss_cls_b33: 2.558  loss_triplet_b1: 0.1653  loss_triplet_b2: 0.1231  loss_triplet_b3: 0.1243  loss_triplet_b22: 0.1419  loss_triplet_b33: 0.1508  time: 0.7514  data_time: 0.0009  lr: 3.50e-04  max_mem: 21563M
[05/05 03:41:10] fastreid.utils.events INFO:  eta: 5:21:06  iter: 7599  total_loss: 16.19  loss_cls_b1: 1.758  loss_cls_b2: 1.666  loss_cls_b21: 1.909  loss_cls_b22: 2.07  loss_cls_b3: 1.59  loss_cls_b31: 1.986  loss_cls_b32: 2.039  loss_cls_b33: 2.273  loss_triplet_b1: 0.1376  loss_triplet_b2: 0.09022  loss_triplet_b3: 0.08831  loss_triplet_b22: 0.1015  loss_triplet_b33: 0.1114  time: 0.7538  data_time: 0.0006  lr: 3.50e-04  max_mem: 21563M
[05/05 03:43:59] fastreid.utils.events INFO:  eta: 5:18:14  iter: 7799  total_loss: 17.93  loss_cls_b1: 1.943  loss_cls_b2: 1.917  loss_cls_b21: 2.037  loss_cls_b22: 2.346  loss_cls_b3: 1.848  loss_cls_b31: 2.251  loss_cls_b32: 2.329  loss_cls_b33: 2.566  loss_triplet_b1: 0.1146  loss_triplet_b2: 0.1013  loss_triplet_b3: 0.1093  loss_triplet_b22: 0.1222  loss_triplet_b33: 0.1244  time: 0.7560  data_time: 0.0008  lr: 3.50e-04  max_mem: 21563M
[05/05 03:46:49] fastreid.utils.events INFO:  eta: 5:15:24  iter: 7999  total_loss: 15.48  loss_cls_b1: 1.68  loss_cls_b2: 1.681  loss_cls_b21: 1.893  loss_cls_b22: 1.935  loss_cls_b3: 1.606  loss_cls_b31: 2.105  loss_cls_b32: 2.018  loss_cls_b33: 2.218  loss_triplet_b1: 0.08861  loss_triplet_b2: 0.08372  loss_triplet_b3: 0.07271  loss_triplet_b22: 0.1057  loss_triplet_b33: 0.1009  time: 0.7581  data_time: 0.0007  lr: 3.50e-04  max_mem: 21563M
[05/05 03:49:39] fastreid.utils.events INFO:  eta: 5:12:35  iter: 8199  total_loss: 16.42  loss_cls_b1: 1.725  loss_cls_b2: 1.727  loss_cls_b21: 1.957  loss_cls_b22: 2.097  loss_cls_b3: 1.748  loss_cls_b31: 1.96  loss_cls_b32: 2.114  loss_cls_b33: 2.313  loss_triplet_b1: 0.1726  loss_triplet_b2: 0.1344  loss_triplet_b3: 0.1409  loss_triplet_b22: 0.1436  loss_triplet_b33: 0.1605  time: 0.7601  data_time: 0.0009  lr: 3.50e-04  max_mem: 21563M
[05/05 03:52:28] fastreid.utils.events INFO:  eta: 5:09:46  iter: 8399  total_loss: 16.15  loss_cls_b1: 1.785  loss_cls_b2: 1.676  loss_cls_b21: 1.937  loss_cls_b22: 2.006  loss_cls_b3: 1.663  loss_cls_b31: 2.023  loss_cls_b32: 1.958  loss_cls_b33: 2.21  loss_triplet_b1: 0.1052  loss_triplet_b2: 0.08262  loss_triplet_b3: 0.06234  loss_triplet_b22: 0.08734  loss_triplet_b33: 0.07523  time: 0.7621  data_time: 0.0007  lr: 3.50e-04  max_mem: 21563M
[05/05 03:55:18] fastreid.utils.events INFO:  eta: 5:06:58  iter: 8599  total_loss: 11.71  loss_cls_b1: 1.188  loss_cls_b2: 1.067  loss_cls_b21: 1.327  loss_cls_b22: 1.528  loss_cls_b3: 1.061  loss_cls_b31: 1.501  loss_cls_b32: 1.462  loss_cls_b33: 1.721  loss_triplet_b1: 0.1252  loss_triplet_b2: 0.09877  loss_triplet_b3: 0.09933  loss_triplet_b22: 0.1325  loss_triplet_b33: 0.1318  time: 0.7639  data_time: 0.0004  lr: 3.50e-04  max_mem: 21563M
[05/05 03:58:07] fastreid.utils.events INFO:  eta: 5:04:18  iter: 8799  total_loss: 13.81  loss_cls_b1: 1.575  loss_cls_b2: 1.455  loss_cls_b21: 1.672  loss_cls_b22: 1.835  loss_cls_b3: 1.456  loss_cls_b31: 1.836  loss_cls_b32: 1.758  loss_cls_b33: 2.183  loss_triplet_b1: 0.0977  loss_triplet_b2: 0.0687  loss_triplet_b3: 0.07733  loss_triplet_b22: 0.0567  loss_triplet_b33: 0.07328  time: 0.7657  data_time: 0.0007  lr: 3.50e-04  max_mem: 21563M
[05/05 04:00:57] fastreid.utils.events INFO:  eta: 5:01:34  iter: 8999  total_loss: 11.94  loss_cls_b1: 1.297  loss_cls_b2: 1.194  loss_cls_b21: 1.433  loss_cls_b22: 1.689  loss_cls_b3: 1.225  loss_cls_b31: 1.522  loss_cls_b32: 1.641  loss_cls_b33: 1.898  loss_triplet_b1: 0.1272  loss_triplet_b2: 0.101  loss_triplet_b3: 0.1071  loss_triplet_b22: 0.1176  loss_triplet_b33: 0.1024  time: 0.7674  data_time: 0.0004  lr: 3.50e-04  max_mem: 21563M
[05/05 04:03:46] fastreid.utils.events INFO:  eta: 4:58:42  iter: 9199  total_loss: 13.68  loss_cls_b1: 1.488  loss_cls_b2: 1.336  loss_cls_b21: 1.564  loss_cls_b22: 1.839  loss_cls_b3: 1.384  loss_cls_b31: 1.739  loss_cls_b32: 1.729  loss_cls_b33: 2.071  loss_triplet_b1: 0.07743  loss_triplet_b2: 0.05581  loss_triplet_b3: 0.04614  loss_triplet_b22: 0.04951  loss_triplet_b33: 0.04011  time: 0.7690  data_time: 0.0007  lr: 3.50e-04  max_mem: 21563M
[05/05 04:06:36] fastreid.utils.events INFO:  eta: 4:56:07  iter: 9399  total_loss: 12.57  loss_cls_b1: 1.341  loss_cls_b2: 1.24  loss_cls_b21: 1.447  loss_cls_b22: 1.664  loss_cls_b3: 1.212  loss_cls_b31: 1.642  loss_cls_b32: 1.609  loss_cls_b33: 1.91  loss_triplet_b1: 0.08541  loss_triplet_b2: 0.06337  loss_triplet_b3: 0.06276  loss_triplet_b22: 0.06421  loss_triplet_b33: 0.06976  time: 0.7706  data_time: 0.0005  lr: 3.50e-04  max_mem: 21563M
[05/05 04:09:26] fastreid.utils.events INFO:  eta: 4:53:32  iter: 9599  total_loss: 13.81  loss_cls_b1: 1.56  loss_cls_b2: 1.409  loss_cls_b21: 1.655  loss_cls_b22: 1.772  loss_cls_b3: 1.383  loss_cls_b31: 1.81  loss_cls_b32: 1.713  loss_cls_b33: 2.058  loss_triplet_b1: 0.09467  loss_triplet_b2: 0.07792  loss_triplet_b3: 0.06969  loss_triplet_b22: 0.08821  loss_triplet_b33: 0.07985  time: 0.7722  data_time: 0.0008  lr: 3.50e-04  max_mem: 21563M
[05/05 04:12:16] fastreid.utils.events INFO:  eta: 4:50:48  iter: 9799  total_loss: 13.01  loss_cls_b1: 1.391  loss_cls_b2: 1.299  loss_cls_b21: 1.558  loss_cls_b22: 1.666  loss_cls_b3: 1.348  loss_cls_b31: 1.677  loss_cls_b32: 1.645  loss_cls_b33: 1.925  loss_triplet_b1: 0.105  loss_triplet_b2: 0.0799  loss_triplet_b3: 0.06848  loss_triplet_b22: 0.07715  loss_triplet_b33: 0.07248  time: 0.7736  data_time: 0.0005  lr: 3.50e-04  max_mem: 21563M
[05/05 04:15:05] fastreid.utils.events INFO:  eta: 4:47:56  iter: 9999  total_loss: 13.44  loss_cls_b1: 1.461  loss_cls_b2: 1.335  loss_cls_b21: 1.645  loss_cls_b22: 1.735  loss_cls_b3: 1.368  loss_cls_b31: 1.772  loss_cls_b32: 1.72  loss_cls_b33: 2.022  loss_triplet_b1: 0.1034  loss_triplet_b2: 0.0733  loss_triplet_b3: 0.07786  loss_triplet_b22: 0.07892  loss_triplet_b33: 0.08983  time: 0.7750  data_time: 0.0008  lr: 3.50e-04  max_mem: 21563M
[05/05 04:17:55] fastreid.utils.events INFO:  eta: 4:45:15  iter: 10199  total_loss: 12.94  loss_cls_b1: 1.436  loss_cls_b2: 1.31  loss_cls_b21: 1.537  loss_cls_b22: 1.638  loss_cls_b3: 1.272  loss_cls_b31: 1.693  loss_cls_b32: 1.695  loss_cls_b33: 1.836  loss_triplet_b1: 0.1116  loss_triplet_b2: 0.08925  loss_triplet_b3: 0.08706  loss_triplet_b22: 0.08719  loss_triplet_b33: 0.08724  time: 0.7763  data_time: 0.0005  lr: 3.50e-04  max_mem: 21563M
[05/05 04:20:45] fastreid.utils.events INFO:  eta: 4:42:23  iter: 10399  total_loss: 13.14  loss_cls_b1: 1.425  loss_cls_b2: 1.351  loss_cls_b21: 1.704  loss_cls_b22: 1.596  loss_cls_b3: 1.355  loss_cls_b31: 1.653  loss_cls_b32: 1.639  loss_cls_b33: 1.894  loss_triplet_b1: 0.07396  loss_triplet_b2: 0.07383  loss_triplet_b3: 0.0637  loss_triplet_b22: 0.07756  loss_triplet_b33: 0.05761  time: 0.7776  data_time: 0.0008  lr: 3.50e-04  max_mem: 21563M
[05/05 04:23:35] fastreid.utils.events INFO:  eta: 4:39:28  iter: 10599  total_loss: 11.95  loss_cls_b1: 1.317  loss_cls_b2: 1.16  loss_cls_b21: 1.451  loss_cls_b22: 1.594  loss_cls_b3: 1.182  loss_cls_b31: 1.581  loss_cls_b32: 1.579  loss_cls_b33: 1.731  loss_triplet_b1: 0.08309  loss_triplet_b2: 0.06792  loss_triplet_b3: 0.06618  loss_triplet_b22: 0.0619  loss_triplet_b33: 0.06889  time: 0.7789  data_time: 0.0006  lr: 3.50e-04  max_mem: 21563M
[05/05 04:26:25] fastreid.utils.events INFO:  eta: 4:36:37  iter: 10799  total_loss: 13.15  loss_cls_b1: 1.413  loss_cls_b2: 1.307  loss_cls_b21: 1.575  loss_cls_b22: 1.781  loss_cls_b3: 1.286  loss_cls_b31: 1.665  loss_cls_b32: 1.726  loss_cls_b33: 1.888  loss_triplet_b1: 0.1131  loss_triplet_b2: 0.08124  loss_triplet_b3: 0.08981  loss_triplet_b22: 0.09803  loss_triplet_b33: 0.09534  time: 0.7801  data_time: 0.0009  lr: 3.50e-04  max_mem: 21563M
[05/05 04:29:14] fastreid.utils.events INFO:  eta: 4:33:54  iter: 10999  total_loss: 12.31  loss_cls_b1: 1.32  loss_cls_b2: 1.193  loss_cls_b21: 1.429  loss_cls_b22: 1.606  loss_cls_b3: 1.17  loss_cls_b31: 1.507  loss_cls_b32: 1.573  loss_cls_b33: 1.805  loss_triplet_b1: 0.09232  loss_triplet_b2: 0.07141  loss_triplet_b3: 0.06397  loss_triplet_b22: 0.06636  loss_triplet_b33: 0.07807  time: 0.7812  data_time: 0.0007  lr: 3.50e-04  max_mem: 21563M
[05/05 04:32:04] fastreid.utils.events INFO:  eta: 4:31:00  iter: 11199  total_loss: 8.371  loss_cls_b1: 0.8767  loss_cls_b2: 0.7425  loss_cls_b21: 1.002  loss_cls_b22: 1.104  loss_cls_b3: 0.7386  loss_cls_b31: 1.105  loss_cls_b32: 1.053  loss_cls_b33: 1.167  loss_triplet_b1: 0.06456  loss_triplet_b2: 0.04372  loss_triplet_b3: 0.04899  loss_triplet_b22: 0.0479  loss_triplet_b33: 0.05063  time: 0.7823  data_time: 0.0010  lr: 3.50e-04  max_mem: 21563M
[05/05 04:34:54] fastreid.utils.events INFO:  eta: 4:28:09  iter: 11399  total_loss: 11.98  loss_cls_b1: 1.299  loss_cls_b2: 1.195  loss_cls_b21: 1.343  loss_cls_b22: 1.647  loss_cls_b3: 1.179  loss_cls_b31: 1.49  loss_cls_b32: 1.564  loss_cls_b33: 1.852  loss_triplet_b1: 0.08989  loss_triplet_b2: 0.06467  loss_triplet_b3: 0.05983  loss_triplet_b22: 0.06364  loss_triplet_b33: 0.07574  time: 0.7834  data_time: 0.0007  lr: 3.50e-04  max_mem: 21563M
[05/05 04:37:43] fastreid.utils.events INFO:  eta: 4:25:23  iter: 11599  total_loss: 8.466  loss_cls_b1: 0.9535  loss_cls_b2: 0.7811  loss_cls_b21: 1.002  loss_cls_b22: 1.152  loss_cls_b3: 0.7485  loss_cls_b31: 1.063  loss_cls_b32: 1.11  loss_cls_b33: 1.389  loss_triplet_b1: 0.07921  loss_triplet_b2: 0.05512  loss_triplet_b3: 0.04899  loss_triplet_b22: 0.05479  loss_triplet_b33: 0.04968  time: 0.7844  data_time: 0.0004  lr: 3.50e-04  max_mem: 21563M
[05/05 04:40:33] fastreid.utils.events INFO:  eta: 4:22:36  iter: 11799  total_loss: 10.79  loss_cls_b1: 1.185  loss_cls_b2: 1.007  loss_cls_b21: 1.284  loss_cls_b22: 1.516  loss_cls_b3: 1.003  loss_cls_b31: 1.442  loss_cls_b32: 1.44  loss_cls_b33: 1.704  loss_triplet_b1: 0.07142  loss_triplet_b2: 0.04628  loss_triplet_b3: 0.0401  loss_triplet_b22: 0.04523  loss_triplet_b33: 0.03108  time: 0.7854  data_time: 0.0007  lr: 3.50e-04  max_mem: 21563M
[05/05 04:43:23] fastreid.utils.events INFO:  eta: 4:19:50  iter: 11999  total_loss: 9.425  loss_cls_b1: 1.048  loss_cls_b2: 0.9064  loss_cls_b21: 1.118  loss_cls_b22: 1.185  loss_cls_b3: 0.9106  loss_cls_b31: 1.198  loss_cls_b32: 1.268  loss_cls_b33: 1.424  loss_triplet_b1: 0.07204  loss_triplet_b2: 0.05402  loss_triplet_b3: 0.06417  loss_triplet_b22: 0.05497  loss_triplet_b33: 0.0523  time: 0.7864  data_time: 0.0005  lr: 3.50e-04  max_mem: 21563M
[05/05 04:46:13] fastreid.utils.events INFO:  eta: 4:17:06  iter: 12199  total_loss: 11.34  loss_cls_b1: 1.199  loss_cls_b2: 1.108  loss_cls_b21: 1.418  loss_cls_b22: 1.532  loss_cls_b3: 1.119  loss_cls_b31: 1.498  loss_cls_b32: 1.486  loss_cls_b33: 1.644  loss_triplet_b1: 0.0898  loss_triplet_b2: 0.07305  loss_triplet_b3: 0.07359  loss_triplet_b22: 0.07289  loss_triplet_b33: 0.06764  time: 0.7873  data_time: 0.0007  lr: 3.50e-04  max_mem: 21563M
[05/05 04:49:02] fastreid.utils.events INFO:  eta: 4:14:20  iter: 12399  total_loss: 10.88  loss_cls_b1: 1.203  loss_cls_b2: 1.038  loss_cls_b21: 1.282  loss_cls_b22: 1.38  loss_cls_b3: 1.025  loss_cls_b31: 1.404  loss_cls_b32: 1.407  loss_cls_b33: 1.578  loss_triplet_b1: 0.08649  loss_triplet_b2: 0.06925  loss_triplet_b3: 0.06971  loss_triplet_b22: 0.08315  loss_triplet_b33: 0.08202  time: 0.7882  data_time: 0.0005  lr: 3.50e-04  max_mem: 21563M
[05/05 04:51:52] fastreid.utils.events INFO:  eta: 4:11:29  iter: 12599  total_loss: 11  loss_cls_b1: 1.206  loss_cls_b2: 1.033  loss_cls_b21: 1.243  loss_cls_b22: 1.506  loss_cls_b3: 1.02  loss_cls_b31: 1.319  loss_cls_b32: 1.455  loss_cls_b33: 1.699  loss_triplet_b1: 0.09932  loss_triplet_b2: 0.0752  loss_triplet_b3: 0.07224  loss_triplet_b22: 0.0724  loss_triplet_b33: 0.0745  time: 0.7890  data_time: 0.0009  lr: 3.50e-04  max_mem: 21563M
[05/05 04:54:42] fastreid.utils.events INFO:  eta: 4:08:43  iter: 12799  total_loss: 10.13  loss_cls_b1: 1.087  loss_cls_b2: 0.9982  loss_cls_b21: 1.217  loss_cls_b22: 1.342  loss_cls_b3: 1.004  loss_cls_b31: 1.348  loss_cls_b32: 1.348  loss_cls_b33: 1.521  loss_triplet_b1: 0.0868  loss_triplet_b2: 0.06039  loss_triplet_b3: 0.06918  loss_triplet_b22: 0.06331  loss_triplet_b33: 0.07743  time: 0.7899  data_time: 0.0006  lr: 3.50e-04  max_mem: 21563M
[05/05 04:57:31] fastreid.utils.events INFO:  eta: 4:05:53  iter: 12999  total_loss: 9.422  loss_cls_b1: 1.104  loss_cls_b2: 0.9051  loss_cls_b21: 1.11  loss_cls_b22: 1.305  loss_cls_b3: 0.9328  loss_cls_b31: 1.289  loss_cls_b32: 1.351  loss_cls_b33: 1.483  loss_triplet_b1: 0.0593  loss_triplet_b2: 0.04571  loss_triplet_b3: 0.04322  loss_triplet_b22: 0.04227  loss_triplet_b33: 0.04202  time: 0.7907  data_time: 0.0009  lr: 3.50e-04  max_mem: 21563M
[05/05 05:00:20] fastreid.utils.events INFO:  eta: 4:03:02  iter: 13199  total_loss: 9.821  loss_cls_b1: 1.042  loss_cls_b2: 0.9744  loss_cls_b21: 1.236  loss_cls_b22: 1.343  loss_cls_b3: 0.9215  loss_cls_b31: 1.313  loss_cls_b32: 1.296  loss_cls_b33: 1.568  loss_triplet_b1: 0.06275  loss_triplet_b2: 0.05065  loss_triplet_b3: 0.0559  loss_triplet_b22: 0.05784  loss_triplet_b33: 0.05209  time: 0.7915  data_time: 0.0006  lr: 3.50e-04  max_mem: 21563M
[05/05 05:03:10] fastreid.utils.events INFO:  eta: 4:00:16  iter: 13399  total_loss: 10.35  loss_cls_b1: 1.069  loss_cls_b2: 1.005  loss_cls_b21: 1.252  loss_cls_b22: 1.352  loss_cls_b3: 1.056  loss_cls_b31: 1.36  loss_cls_b32: 1.415  loss_cls_b33: 1.552  loss_triplet_b1: 0.07233  loss_triplet_b2: 0.05383  loss_triplet_b3: 0.04935  loss_triplet_b22: 0.04611  loss_triplet_b33: 0.04243  time: 0.7922  data_time: 0.0008  lr: 3.50e-04  max_mem: 21563M
[05/05 05:05:59] fastreid.utils.events INFO:  eta: 3:57:20  iter: 13599  total_loss: 9.997  loss_cls_b1: 1.128  loss_cls_b2: 0.9473  loss_cls_b21: 1.23  loss_cls_b22: 1.375  loss_cls_b3: 0.9609  loss_cls_b31: 1.33  loss_cls_b32: 1.3  loss_cls_b33: 1.573  loss_triplet_b1: 0.1052  loss_triplet_b2: 0.08804  loss_triplet_b3: 0.05019  loss_triplet_b22: 0.0601  loss_triplet_b33: 0.06347  time: 0.7930  data_time: 0.0006  lr: 3.50e-04  max_mem: 21563M
[05/05 05:08:48] fastreid.utils.events INFO:  eta: 3:54:23  iter: 13799  total_loss: 10.26  loss_cls_b1: 1.116  loss_cls_b2: 1.014  loss_cls_b21: 1.233  loss_cls_b22: 1.283  loss_cls_b3: 1.004  loss_cls_b31: 1.335  loss_cls_b32: 1.322  loss_cls_b33: 1.598  loss_triplet_b1: 0.06046  loss_triplet_b2: 0.04289  loss_triplet_b3: 0.04662  loss_triplet_b22: 0.05054  loss_triplet_b33: 0.03569  time: 0.7937  data_time: 0.0008  lr: 3.50e-04  max_mem: 21563M
[05/05 05:11:36] fastreid.utils.events INFO:  eta: 3:51:25  iter: 13999  total_loss: 10.49  loss_cls_b1: 1.157  loss_cls_b2: 1.059  loss_cls_b21: 1.227  loss_cls_b22: 1.394  loss_cls_b3: 1.036  loss_cls_b31: 1.259  loss_cls_b32: 1.503  loss_cls_b33: 1.534  loss_triplet_b1: 0.07674  loss_triplet_b2: 0.06728  loss_triplet_b3: 0.05245  loss_triplet_b22: 0.06293  loss_triplet_b33: 0.0583  time: 0.7943  data_time: 0.0006  lr: 3.50e-04  max_mem: 21563M
[05/05 05:14:25] fastreid.utils.events INFO:  eta: 3:48:30  iter: 14199  total_loss: 7.116  loss_cls_b1: 0.7874  loss_cls_b2: 0.7081  loss_cls_b21: 0.8977  loss_cls_b22: 0.9281  loss_cls_b3: 0.6129  loss_cls_b31: 0.9319  loss_cls_b32: 0.9438  loss_cls_b33: 1.076  loss_triplet_b1: 0.05896  loss_triplet_b2: 0.04465  loss_triplet_b3: 0.03449  loss_triplet_b22: 0.04432  loss_triplet_b33: 0.03417  time: 0.7950  data_time: 0.0006  lr: 3.50e-04  max_mem: 21563M
[05/05 05:17:14] fastreid.utils.events INFO:  eta: 3:45:35  iter: 14399  total_loss: 10.56  loss_cls_b1: 1.112  loss_cls_b2: 1  loss_cls_b21: 1.271  loss_cls_b22: 1.27  loss_cls_b3: 0.9636  loss_cls_b31: 1.279  loss_cls_b32: 1.335  loss_cls_b33: 1.503  loss_triplet_b1: 0.08595  loss_triplet_b2: 0.06895  loss_triplet_b3: 0.05959  loss_triplet_b22: 0.06222  loss_triplet_b33: 0.06444  time: 0.7956  data_time: 0.0007  lr: 3.50e-04  max_mem: 21563M
[05/05 05:20:03] fastreid.utils.events INFO:  eta: 3:42:43  iter: 14599  total_loss: 7.883  loss_cls_b1: 0.9021  loss_cls_b2: 0.8068  loss_cls_b21: 0.9746  loss_cls_b22: 1.032  loss_cls_b3: 0.7665  loss_cls_b31: 1.027  loss_cls_b32: 1.133  loss_cls_b33: 1.135  loss_triplet_b1: 0.06088  loss_triplet_b2: 0.04173  loss_triplet_b3: 0.04168  loss_triplet_b22: 0.04663  loss_triplet_b33: 0.03121  time: 0.7962  data_time: 0.0004  lr: 3.50e-04  max_mem: 21563M
[05/05 05:22:52] fastreid.utils.events INFO:  eta: 3:39:50  iter: 14799  total_loss: 9.098  loss_cls_b1: 1.054  loss_cls_b2: 0.8146  loss_cls_b21: 1.082  loss_cls_b22: 1.244  loss_cls_b3: 0.8303  loss_cls_b31: 1.161  loss_cls_b32: 1.21  loss_cls_b33: 1.458  loss_triplet_b1: 0.06942  loss_triplet_b2: 0.04562  loss_triplet_b3: 0.03793  loss_triplet_b22: 0.03959  loss_triplet_b33: 0.03606  time: 0.7968  data_time: 0.0007  lr: 3.50e-04  max_mem: 21563M
[05/05 05:25:40] fastreid.utils.events INFO:  eta: 3:37:03  iter: 14999  total_loss: 7.644  loss_cls_b1: 0.8895  loss_cls_b2: 0.7002  loss_cls_b21: 0.9332  loss_cls_b22: 0.9896  loss_cls_b3: 0.7175  loss_cls_b31: 1.054  loss_cls_b32: 1.03  loss_cls_b33: 1.2  loss_triplet_b1: 0.06091  loss_triplet_b2: 0.03908  loss_triplet_b3: 0.03391  loss_triplet_b22: 0.03399  loss_triplet_b33: 0.03288  time: 0.7974  data_time: 0.0005  lr: 3.50e-04  max_mem: 21563M
[05/05 05:28:29] fastreid.utils.events INFO:  eta: 3:34:09  iter: 15199  total_loss: 10.05  loss_cls_b1: 1.061  loss_cls_b2: 0.9276  loss_cls_b21: 1.192  loss_cls_b22: 1.374  loss_cls_b3: 0.9251  loss_cls_b31: 1.265  loss_cls_b32: 1.332  loss_cls_b33: 1.489  loss_triplet_b1: 0.06732  loss_triplet_b2: 0.05673  loss_triplet_b3: 0.0476  loss_triplet_b22: 0.06003  loss_triplet_b33: 0.05184  time: 0.7979  data_time: 0.0007  lr: 3.50e-04  max_mem: 21563M
[05/05 05:31:17] fastreid.utils.events INFO:  eta: 3:31:17  iter: 15399  total_loss: 8.933  loss_cls_b1: 1.008  loss_cls_b2: 0.8402  loss_cls_b21: 1.09  loss_cls_b22: 1.271  loss_cls_b3: 0.8635  loss_cls_b31: 1.187  loss_cls_b32: 1.234  loss_cls_b33: 1.379  loss_triplet_b1: 0.07395  loss_triplet_b2: 0.0466  loss_triplet_b3: 0.05096  loss_triplet_b22: 0.0402  loss_triplet_b33: 0.05417  time: 0.7984  data_time: 0.0005  lr: 3.50e-04  max_mem: 21563M
[05/05 05:34:06] fastreid.utils.events INFO:  eta: 3:28:29  iter: 15599  total_loss: 9.447  loss_cls_b1: 0.9961  loss_cls_b2: 0.916  loss_cls_b21: 1.141  loss_cls_b22: 1.305  loss_cls_b3: 0.9382  loss_cls_b31: 1.162  loss_cls_b32: 1.312  loss_cls_b33: 1.489  loss_triplet_b1: 0.07439  loss_triplet_b2: 0.04628  loss_triplet_b3: 0.0533  loss_triplet_b22: 0.06251  loss_triplet_b33: 0.04243  time: 0.7989  data_time: 0.0007  lr: 3.50e-04  max_mem: 21563M
[05/05 05:36:55] fastreid.utils.events INFO:  eta: 3:25:47  iter: 15799  total_loss: 8.456  loss_cls_b1: 0.9272  loss_cls_b2: 0.819  loss_cls_b21: 0.9745  loss_cls_b22: 1.173  loss_cls_b3: 0.8226  loss_cls_b31: 1.047  loss_cls_b32: 1.17  loss_cls_b33: 1.292  loss_triplet_b1: 0.06055  loss_triplet_b2: 0.0448  loss_triplet_b3: 0.04217  loss_triplet_b22: 0.04994  loss_triplet_b33: 0.03857  time: 0.7995  data_time: 0.0005  lr: 3.49e-04  max_mem: 21563M
[05/05 05:39:44] fastreid.utils.events INFO:  eta: 3:22:59  iter: 15999  total_loss: 8.611  loss_cls_b1: 0.946  loss_cls_b2: 0.7842  loss_cls_b21: 1.063  loss_cls_b22: 1.148  loss_cls_b3: 0.858  loss_cls_b31: 1.126  loss_cls_b32: 1.239  loss_cls_b33: 1.331  loss_triplet_b1: 0.05641  loss_triplet_b2: 0.03833  loss_triplet_b3: 0.03645  loss_triplet_b22: 0.03707  loss_triplet_b33: 0.03447  time: 0.8000  data_time: 0.0009  lr: 3.48e-04  max_mem: 21563M
[05/05 05:42:33] fastreid.utils.events INFO:  eta: 3:20:16  iter: 16199  total_loss: 8.444  loss_cls_b1: 0.8905  loss_cls_b2: 0.7919  loss_cls_b21: 1.029  loss_cls_b22: 1.158  loss_cls_b3: 0.7637  loss_cls_b31: 1.059  loss_cls_b32: 1.207  loss_cls_b33: 1.306  loss_triplet_b1: 0.05953  loss_triplet_b2: 0.04339  loss_triplet_b3: 0.03467  loss_triplet_b22: 0.03842  loss_triplet_b33: 0.02709  time: 0.8005  data_time: 0.0006  lr: 3.47e-04  max_mem: 21563M
[05/05 05:45:23] fastreid.utils.events INFO:  eta: 3:17:33  iter: 16399  total_loss: 8.068  loss_cls_b1: 0.8904  loss_cls_b2: 0.7853  loss_cls_b21: 0.9781  loss_cls_b22: 1.11  loss_cls_b3: 0.7719  loss_cls_b31: 1.056  loss_cls_b32: 1.168  loss_cls_b33: 1.399  loss_triplet_b1: 0.05297  loss_triplet_b2: 0.03551  loss_triplet_b3: 0.03652  loss_triplet_b22: 0.03645  loss_triplet_b33: 0.03593  time: 0.8010  data_time: 0.0009  lr: 3.45e-04  max_mem: 21563M
[05/05 05:48:12] fastreid.utils.events INFO:  eta: 3:14:47  iter: 16599  total_loss: 8.219  loss_cls_b1: 0.9122  loss_cls_b2: 0.8032  loss_cls_b21: 1.036  loss_cls_b22: 1.032  loss_cls_b3: 0.8256  loss_cls_b31: 1.054  loss_cls_b32: 1.136  loss_cls_b33: 1.282  loss_triplet_b1: 0.05519  loss_triplet_b2: 0.03198  loss_triplet_b3: 0.03553  loss_triplet_b22: 0.03064  loss_triplet_b33: 0.03093  time: 0.8015  data_time: 0.0006  lr: 3.44e-04  max_mem: 21563M
[05/05 05:51:00] fastreid.utils.events INFO:  eta: 3:11:58  iter: 16799  total_loss: 7.044  loss_cls_b1: 0.7522  loss_cls_b2: 0.6647  loss_cls_b21: 0.8462  loss_cls_b22: 0.9581  loss_cls_b3: 0.6047  loss_cls_b31: 0.852  loss_cls_b32: 0.8633  loss_cls_b33: 1.14  loss_triplet_b1: 0.05488  loss_triplet_b2: 0.03308  loss_triplet_b3: 0.02942  loss_triplet_b22: 0.03715  loss_triplet_b33: 0.02149  time: 0.8019  data_time: 0.0008  lr: 3.41e-04  max_mem: 21563M
[05/05 05:53:49] fastreid.utils.events INFO:  eta: 3:09:10  iter: 16999  total_loss: 8.246  loss_cls_b1: 0.8745  loss_cls_b2: 0.7207  loss_cls_b21: 0.9085  loss_cls_b22: 1.077  loss_cls_b3: 0.7582  loss_cls_b31: 1.039  loss_cls_b32: 1.034  loss_cls_b33: 1.237  loss_triplet_b1: 0.05721  loss_triplet_b2: 0.04086  loss_triplet_b3: 0.03553  loss_triplet_b22: 0.04072  loss_triplet_b33: 0.02983  time: 0.8023  data_time: 0.0006  lr: 3.39e-04  max_mem: 21563M
[05/05 05:56:38] fastreid.utils.events INFO:  eta: 3:06:21  iter: 17199  total_loss: 5.591  loss_cls_b1: 0.5611  loss_cls_b2: 0.5063  loss_cls_b21: 0.6646  loss_cls_b22: 0.7884  loss_cls_b3: 0.4979  loss_cls_b31: 0.7072  loss_cls_b32: 0.809  loss_cls_b33: 0.9225  loss_triplet_b1: 0.03993  loss_triplet_b2: 0.02486  loss_triplet_b3: 0.01706  loss_triplet_b22: 0.01825  loss_triplet_b33: 0.01043  time: 0.8028  data_time: 0.0004  lr: 3.36e-04  max_mem: 21563M
[05/05 05:59:27] fastreid.utils.events INFO:  eta: 3:03:31  iter: 17399  total_loss: 8.052  loss_cls_b1: 0.8694  loss_cls_b2: 0.7448  loss_cls_b21: 0.99  loss_cls_b22: 1.16  loss_cls_b3: 0.7347  loss_cls_b31: 1.077  loss_cls_b32: 1.085  loss_cls_b33: 1.265  loss_triplet_b1: 0.07476  loss_triplet_b2: 0.05118  loss_triplet_b3: 0.04988  loss_triplet_b22: 0.05195  loss_triplet_b33: 0.03832  time: 0.8032  data_time: 0.0007  lr: 3.34e-04  max_mem: 21563M
[05/05 06:02:15] fastreid.utils.events INFO:  eta: 3:00:42  iter: 17599  total_loss: 7.467  loss_cls_b1: 0.8589  loss_cls_b2: 0.7128  loss_cls_b21: 0.9021  loss_cls_b22: 1.045  loss_cls_b3: 0.6529  loss_cls_b31: 0.8971  loss_cls_b32: 0.9707  loss_cls_b33: 1.078  loss_triplet_b1: 0.05821  loss_triplet_b2: 0.03636  loss_triplet_b3: 0.03722  loss_triplet_b22: 0.03617  loss_triplet_b33: 0.03227  time: 0.8036  data_time: 0.0004  lr: 3.30e-04  max_mem: 21563M
[05/05 06:05:04] fastreid.utils.events INFO:  eta: 2:57:48  iter: 17799  total_loss: 8.272  loss_cls_b1: 0.9503  loss_cls_b2: 0.7443  loss_cls_b21: 1.011  loss_cls_b22: 1.158  loss_cls_b3: 0.7715  loss_cls_b31: 1.107  loss_cls_b32: 1.109  loss_cls_b33: 1.369  loss_triplet_b1: 0.04717  loss_triplet_b2: 0.03635  loss_triplet_b3: 0.03166  loss_triplet_b22: 0.02782  loss_triplet_b33: 0.02354  time: 0.8040  data_time: 0.0007  lr: 3.27e-04  max_mem: 21563M
[05/05 06:07:53] fastreid.utils.events INFO:  eta: 2:54:56  iter: 17999  total_loss: 7.154  loss_cls_b1: 0.8183  loss_cls_b2: 0.6866  loss_cls_b21: 0.8903  loss_cls_b22: 1.015  loss_cls_b3: 0.6806  loss_cls_b31: 0.9362  loss_cls_b32: 0.9997  loss_cls_b33: 1.127  loss_triplet_b1: 0.05136  loss_triplet_b2: 0.03682  loss_triplet_b3: 0.03191  loss_triplet_b22: 0.03286  loss_triplet_b33: 0.03298  time: 0.8044  data_time: 0.0005  lr: 3.23e-04  max_mem: 21563M
[05/05 06:10:41] fastreid.utils.events INFO:  eta: 2:52:03  iter: 18199  total_loss: 8.033  loss_cls_b1: 0.8568  loss_cls_b2: 0.724  loss_cls_b21: 1.047  loss_cls_b22: 1.12  loss_cls_b3: 0.7287  loss_cls_b31: 1.114  loss_cls_b32: 1.112  loss_cls_b33: 1.325  loss_triplet_b1: 0.05828  loss_triplet_b2: 0.03353  loss_triplet_b3: 0.03564  loss_triplet_b22: 0.03286  loss_triplet_b33: 0.02458  time: 0.8047  data_time: 0.0007  lr: 3.19e-04  max_mem: 21563M
[05/05 06:13:29] fastreid.utils.events INFO:  eta: 2:49:12  iter: 18399  total_loss: 7.338  loss_cls_b1: 0.8096  loss_cls_b2: 0.6589  loss_cls_b21: 0.8521  loss_cls_b22: 1.013  loss_cls_b3: 0.6961  loss_cls_b31: 0.9741  loss_cls_b32: 0.9902  loss_cls_b33: 1.23  loss_triplet_b1: 0.06188  loss_triplet_b2: 0.0352  loss_triplet_b3: 0.03447  loss_triplet_b22: 0.03457  loss_triplet_b33: 0.02426  time: 0.8051  data_time: 0.0005  lr: 3.15e-04  max_mem: 21563M
[05/05 06:16:18] fastreid.utils.events INFO:  eta: 2:46:22  iter: 18599  total_loss: 7.409  loss_cls_b1: 0.7884  loss_cls_b2: 0.6801  loss_cls_b21: 0.8582  loss_cls_b22: 1.005  loss_cls_b3: 0.6781  loss_cls_b31: 0.9669  loss_cls_b32: 1.009  loss_cls_b33: 1.226  loss_triplet_b1: 0.04214  loss_triplet_b2: 0.02289  loss_triplet_b3: 0.02364  loss_triplet_b22: 0.0225  loss_triplet_b33: 0.01358  time: 0.8054  data_time: 0.0007  lr: 3.11e-04  max_mem: 21563M
[05/05 06:19:06] fastreid.utils.events INFO:  eta: 2:43:32  iter: 18799  total_loss: 6.828  loss_cls_b1: 0.7509  loss_cls_b2: 0.6476  loss_cls_b21: 0.8205  loss_cls_b22: 0.9506  loss_cls_b3: 0.6331  loss_cls_b31: 0.8802  loss_cls_b32: 0.9239  loss_cls_b33: 1.069  loss_triplet_b1: 0.04148  loss_triplet_b2: 0.02949  loss_triplet_b3: 0.02689  loss_triplet_b22: 0.02495  loss_triplet_b33: 0.02261  time: 0.8058  data_time: 0.0005  lr: 3.06e-04  max_mem: 21563M
[05/05 06:21:55] fastreid.utils.events INFO:  eta: 2:40:40  iter: 18999  total_loss: 7.148  loss_cls_b1: 0.7403  loss_cls_b2: 0.6471  loss_cls_b21: 0.8146  loss_cls_b22: 0.8991  loss_cls_b3: 0.6173  loss_cls_b31: 0.9116  loss_cls_b32: 0.9756  loss_cls_b33: 1.089  loss_triplet_b1: 0.04142  loss_triplet_b2: 0.02677  loss_triplet_b3: 0.02971  loss_triplet_b22: 0.0197  loss_triplet_b33: 0.01623  time: 0.8061  data_time: 0.0008  lr: 3.01e-04  max_mem: 21563M
[05/05 06:24:43] fastreid.utils.events INFO:  eta: 2:37:54  iter: 19199  total_loss: 6.634  loss_cls_b1: 0.7027  loss_cls_b2: 0.5816  loss_cls_b21: 0.7819  loss_cls_b22: 0.8485  loss_cls_b3: 0.6115  loss_cls_b31: 0.8448  loss_cls_b32: 0.9152  loss_cls_b33: 1.014  loss_triplet_b1: 0.03349  loss_triplet_b2: 0.02125  loss_triplet_b3: 0.02006  loss_triplet_b22: 0.01521  loss_triplet_b33: 0.009648  time: 0.8064  data_time: 0.0006  lr: 2.96e-04  max_mem: 21563M
[05/05 06:27:31] fastreid.utils.events INFO:  eta: 2:35:01  iter: 19399  total_loss: 7.072  loss_cls_b1: 0.7119  loss_cls_b2: 0.6197  loss_cls_b21: 0.7981  loss_cls_b22: 0.9815  loss_cls_b3: 0.6118  loss_cls_b31: 0.8458  loss_cls_b32: 0.9689  loss_cls_b33: 1.131  loss_triplet_b1: 0.03771  loss_triplet_b2: 0.0209  loss_triplet_b3: 0.02553  loss_triplet_b22: 0.01959  loss_triplet_b33: 0.01345  time: 0.8067  data_time: 0.0008  lr: 2.91e-04  max_mem: 21563M
[05/05 06:30:19] fastreid.utils.events INFO:  eta: 2:32:10  iter: 19599  total_loss: 6.864  loss_cls_b1: 0.7454  loss_cls_b2: 0.6164  loss_cls_b21: 0.8673  loss_cls_b22: 0.9431  loss_cls_b3: 0.6827  loss_cls_b31: 0.9768  loss_cls_b32: 0.9267  loss_cls_b33: 1.076  loss_triplet_b1: 0.06125  loss_triplet_b2: 0.04597  loss_triplet_b3: 0.03691  loss_triplet_b22: 0.03216  loss_triplet_b33: 0.0299  time: 0.8070  data_time: 0.0006  lr: 2.85e-04  max_mem: 21563M
[05/05 06:33:08] fastreid.utils.events INFO:  eta: 2:29:23  iter: 19799  total_loss: 4.776  loss_cls_b1: 0.5638  loss_cls_b2: 0.4237  loss_cls_b21: 0.5713  loss_cls_b22: 0.6495  loss_cls_b3: 0.4208  loss_cls_b31: 0.612  loss_cls_b32: 0.6025  loss_cls_b33: 0.7169  loss_triplet_b1: 0.03689  loss_triplet_b2: 0.01649  loss_triplet_b3: 0.01613  loss_triplet_b22: 0.01536  loss_triplet_b33: 0.008313  time: 0.8073  data_time: 0.0007  lr: 2.80e-04  max_mem: 21563M
[05/05 06:35:56] fastreid.utils.events INFO:  eta: 2:26:34  iter: 19999  total_loss: 6.919  loss_cls_b1: 0.7513  loss_cls_b2: 0.6344  loss_cls_b21: 0.8194  loss_cls_b22: 0.9453  loss_cls_b3: 0.6271  loss_cls_b31: 0.8315  loss_cls_b32: 0.9715  loss_cls_b33: 1.141  loss_triplet_b1: 0.0426  loss_triplet_b2: 0.02754  loss_triplet_b3: 0.02484  loss_triplet_b22: 0.02414  loss_triplet_b33: 0.02027  time: 0.8076  data_time: 0.0006  lr: 2.74e-04  max_mem: 21563M
[05/05 06:38:45] fastreid.utils.events INFO:  eta: 2:23:51  iter: 20199  total_loss: 4.731  loss_cls_b1: 0.5459  loss_cls_b2: 0.4669  loss_cls_b21: 0.6007  loss_cls_b22: 0.6359  loss_cls_b3: 0.4193  loss_cls_b31: 0.5832  loss_cls_b32: 0.6637  loss_cls_b33: 0.7077  loss_triplet_b1: 0.03582  loss_triplet_b2: 0.02459  loss_triplet_b3: 0.01826  loss_triplet_b22: 0.02401  loss_triplet_b33: 0.00895  time: 0.8079  data_time: 0.0004  lr: 2.68e-04  max_mem: 21563M
[05/05 06:41:34] fastreid.utils.events INFO:  eta: 2:21:05  iter: 20399  total_loss: 6.515  loss_cls_b1: 0.6849  loss_cls_b2: 0.605  loss_cls_b21: 0.7628  loss_cls_b22: 0.959  loss_cls_b3: 0.5575  loss_cls_b31: 0.8413  loss_cls_b32: 0.8692  loss_cls_b33: 1.034  loss_triplet_b1: 0.04066  loss_triplet_b2: 0.02746  loss_triplet_b3: 0.02291  loss_triplet_b22: 0.02466  loss_triplet_b33: 0.0135  time: 0.8082  data_time: 0.0007  lr: 2.61e-04  max_mem: 21563M
[05/05 06:44:22] fastreid.utils.events INFO:  eta: 2:18:20  iter: 20599  total_loss: 5.493  loss_cls_b1: 0.6421  loss_cls_b2: 0.5074  loss_cls_b21: 0.6745  loss_cls_b22: 0.783  loss_cls_b3: 0.5201  loss_cls_b31: 0.7328  loss_cls_b32: 0.7842  loss_cls_b33: 0.8537  loss_triplet_b1: 0.04274  loss_triplet_b2: 0.02654  loss_triplet_b3: 0.02299  loss_triplet_b22: 0.02041  loss_triplet_b33: 0.01696  time: 0.8084  data_time: 0.0005  lr: 2.55e-04  max_mem: 21563M
[05/05 06:47:10] fastreid.utils.events INFO:  eta: 2:15:30  iter: 20799  total_loss: 6.636  loss_cls_b1: 0.7592  loss_cls_b2: 0.6169  loss_cls_b21: 0.8544  loss_cls_b22: 0.8764  loss_cls_b3: 0.6092  loss_cls_b31: 0.8821  loss_cls_b32: 0.9735  loss_cls_b33: 0.9631  loss_triplet_b1: 0.04566  loss_triplet_b2: 0.0346  loss_triplet_b3: 0.03117  loss_triplet_b22: 0.02732  loss_triplet_b33: 0.02707  time: 0.8087  data_time: 0.0007  lr: 2.49e-04  max_mem: 21563M
[05/05 06:49:58] fastreid.utils.events INFO:  eta: 2:12:45  iter: 20999  total_loss: 5.176  loss_cls_b1: 0.625  loss_cls_b2: 0.489  loss_cls_b21: 0.6771  loss_cls_b22: 0.6678  loss_cls_b3: 0.4758  loss_cls_b31: 0.6778  loss_cls_b32: 0.7108  loss_cls_b33: 0.8094  loss_triplet_b1: 0.03409  loss_triplet_b2: 0.01765  loss_triplet_b3: 0.0219  loss_triplet_b22: 0.01276  loss_triplet_b33: 0.0118  time: 0.8090  data_time: 0.0005  lr: 2.42e-04  max_mem: 21563M
[05/05 06:52:46] fastreid.utils.events INFO:  eta: 2:09:52  iter: 21199  total_loss: 5.661  loss_cls_b1: 0.6245  loss_cls_b2: 0.4703  loss_cls_b21: 0.6022  loss_cls_b22: 0.8255  loss_cls_b3: 0.4924  loss_cls_b31: 0.7093  loss_cls_b32: 0.8044  loss_cls_b33: 1.012  loss_triplet_b1: 0.03131  loss_triplet_b2: 0.01991  loss_triplet_b3: 0.01708  loss_triplet_b22: 0.01588  loss_triplet_b33: 0.00949  time: 0.8092  data_time: 0.0007  lr: 2.35e-04  max_mem: 21563M
[05/05 06:55:35] fastreid.utils.events INFO:  eta: 2:07:07  iter: 21399  total_loss: 5.521  loss_cls_b1: 0.584  loss_cls_b2: 0.4981  loss_cls_b21: 0.6274  loss_cls_b22: 0.7619  loss_cls_b3: 0.4872  loss_cls_b31: 0.6927  loss_cls_b32: 0.7734  loss_cls_b33: 0.8589  loss_triplet_b1: 0.03659  loss_triplet_b2: 0.01936  loss_triplet_b3: 0.01606  loss_triplet_b22: 0.01568  loss_triplet_b33: 0.008846  time: 0.8095  data_time: 0.0005  lr: 2.29e-04  max_mem: 21563M
[05/05 06:58:23] fastreid.utils.events INFO:  eta: 2:04:25  iter: 21599  total_loss: 6.166  loss_cls_b1: 0.6909  loss_cls_b2: 0.5406  loss_cls_b21: 0.7505  loss_cls_b22: 0.8412  loss_cls_b3: 0.5716  loss_cls_b31: 0.8285  loss_cls_b32: 0.8823  loss_cls_b33: 0.9823  loss_triplet_b1: 0.03621  loss_triplet_b2: 0.02681  loss_triplet_b3: 0.02625  loss_triplet_b22: 0.01898  loss_triplet_b33: 0.01608  time: 0.8097  data_time: 0.0008  lr: 2.22e-04  max_mem: 21563M
[05/05 07:01:12] fastreid.utils.events INFO:  eta: 2:01:41  iter: 21799  total_loss: 5.968  loss_cls_b1: 0.6406  loss_cls_b2: 0.5099  loss_cls_b21: 0.6692  loss_cls_b22: 0.817  loss_cls_b3: 0.5497  loss_cls_b31: 0.7763  loss_cls_b32: 0.8226  loss_cls_b33: 0.9492  loss_triplet_b1: 0.0375  loss_triplet_b2: 0.02377  loss_triplet_b3: 0.02448  loss_triplet_b22: 0.021  loss_triplet_b33: 0.01472  time: 0.8100  data_time: 0.0006  lr: 2.15e-04  max_mem: 21563M
[05/05 07:04:00] fastreid.utils.events INFO:  eta: 1:58:57  iter: 21999  total_loss: 5.006  loss_cls_b1: 0.5162  loss_cls_b2: 0.4323  loss_cls_b21: 0.6573  loss_cls_b22: 0.783  loss_cls_b3: 0.4648  loss_cls_b31: 0.7302  loss_cls_b32: 0.7168  loss_cls_b33: 0.9642  loss_triplet_b1: 0.02568  loss_triplet_b2: 0.02007  loss_triplet_b3: 0.01865  loss_triplet_b22: 0.01285  loss_triplet_b33: 0.009597  time: 0.8103  data_time: 0.0008  lr: 2.08e-04  max_mem: 21563M
[05/05 07:06:49] fastreid.utils.events INFO:  eta: 1:56:09  iter: 22199  total_loss: 5.38  loss_cls_b1: 0.611  loss_cls_b2: 0.4652  loss_cls_b21: 0.6309  loss_cls_b22: 0.7296  loss_cls_b3: 0.4753  loss_cls_b31: 0.714  loss_cls_b32: 0.7555  loss_cls_b33: 0.8627  loss_triplet_b1: 0.03592  loss_triplet_b2: 0.0226  loss_triplet_b3: 0.02032  loss_triplet_b22: 0.01734  loss_triplet_b33: 0.01304  time: 0.8105  data_time: 0.0006  lr: 2.01e-04  max_mem: 21563M
[05/05 07:09:37] fastreid.utils.events INFO:  eta: 1:53:24  iter: 22399  total_loss: 3.254  loss_cls_b1: 0.3862  loss_cls_b2: 0.3226  loss_cls_b21: 0.4617  loss_cls_b22: 0.4577  loss_cls_b3: 0.3022  loss_cls_b31: 0.4258  loss_cls_b32: 0.4379  loss_cls_b33: 0.5321  loss_triplet_b1: 0.01985  loss_triplet_b2: 0.01281  loss_triplet_b3: 0.01018  loss_triplet_b22: 0.008635  loss_triplet_b33: 0.003704  time: 0.8107  data_time: 0.0009  lr: 1.94e-04  max_mem: 21563M
[05/05 07:12:26] fastreid.utils.events INFO:  eta: 1:50:33  iter: 22599  total_loss: 5.007  loss_cls_b1: 0.5489  loss_cls_b2: 0.4456  loss_cls_b21: 0.5894  loss_cls_b22: 0.691  loss_cls_b3: 0.4446  loss_cls_b31: 0.6231  loss_cls_b32: 0.7265  loss_cls_b33: 0.8306  loss_triplet_b1: 0.03071  loss_triplet_b2: 0.02078  loss_triplet_b3: 0.02239  loss_triplet_b22: 0.01896  loss_triplet_b33: 0.009833  time: 0.8110  data_time: 0.0006  lr: 1.86e-04  max_mem: 21563M
[05/05 07:15:14] fastreid.utils.events INFO:  eta: 1:47:45  iter: 22799  total_loss: 4.063  loss_cls_b1: 0.4887  loss_cls_b2: 0.3652  loss_cls_b21: 0.5055  loss_cls_b22: 0.5454  loss_cls_b3: 0.3654  loss_cls_b31: 0.5189  loss_cls_b32: 0.5169  loss_cls_b33: 0.604  loss_triplet_b1: 0.02965  loss_triplet_b2: 0.01747  loss_triplet_b3: 0.01674  loss_triplet_b22: 0.01157  loss_triplet_b33: 0.009882  time: 0.8112  data_time: 0.0004  lr: 1.79e-04  max_mem: 21563M
[05/05 07:18:02] fastreid.utils.events INFO:  eta: 1:44:56  iter: 22999  total_loss: 5.037  loss_cls_b1: 0.5315  loss_cls_b2: 0.4088  loss_cls_b21: 0.5768  loss_cls_b22: 0.6739  loss_cls_b3: 0.4392  loss_cls_b31: 0.6882  loss_cls_b32: 0.7073  loss_cls_b33: 0.8471  loss_triplet_b1: 0.02703  loss_triplet_b2: 0.01588  loss_triplet_b3: 0.01409  loss_triplet_b22: 0.01454  loss_triplet_b33: 0.00719  time: 0.8114  data_time: 0.0006  lr: 1.72e-04  max_mem: 21563M
[05/05 07:20:51] fastreid.utils.events INFO:  eta: 1:42:10  iter: 23199  total_loss: 3.912  loss_cls_b1: 0.4633  loss_cls_b2: 0.3416  loss_cls_b21: 0.4637  loss_cls_b22: 0.527  loss_cls_b3: 0.3677  loss_cls_b31: 0.5342  loss_cls_b32: 0.5928  loss_cls_b33: 0.6496  loss_triplet_b1: 0.02392  loss_triplet_b2: 0.01559  loss_triplet_b3: 0.01397  loss_triplet_b22: 0.01059  loss_triplet_b33: 0.0064  time: 0.8116  data_time: 0.0004  lr: 1.65e-04  max_mem: 21563M
[05/05 07:23:39] fastreid.utils.events INFO:  eta: 1:39:19  iter: 23399  total_loss: 5.626  loss_cls_b1: 0.6147  loss_cls_b2: 0.4919  loss_cls_b21: 0.6769  loss_cls_b22: 0.7294  loss_cls_b3: 0.4914  loss_cls_b31: 0.7728  loss_cls_b32: 0.7693  loss_cls_b33: 0.9029  loss_triplet_b1: 0.0373  loss_triplet_b2: 0.02283  loss_triplet_b3: 0.02381  loss_triplet_b22: 0.01922  loss_triplet_b33: 0.01145  time: 0.8118  data_time: 0.0007  lr: 1.58e-04  max_mem: 21563M
[05/05 07:26:27] fastreid.utils.events INFO:  eta: 1:36:34  iter: 23599  total_loss: 4.707  loss_cls_b1: 0.5719  loss_cls_b2: 0.4354  loss_cls_b21: 0.5556  loss_cls_b22: 0.6416  loss_cls_b3: 0.4012  loss_cls_b31: 0.6271  loss_cls_b32: 0.6841  loss_cls_b33: 0.7149  loss_triplet_b1: 0.03088  loss_triplet_b2: 0.02015  loss_triplet_b3: 0.01763  loss_triplet_b22: 0.01733  loss_triplet_b33: 0.01503  time: 0.8121  data_time: 0.0005  lr: 1.51e-04  max_mem: 21563M
[05/05 07:29:16] fastreid.utils.events INFO:  eta: 1:33:48  iter: 23799  total_loss: 4.157  loss_cls_b1: 0.4922  loss_cls_b2: 0.3677  loss_cls_b21: 0.5216  loss_cls_b22: 0.5627  loss_cls_b3: 0.3437  loss_cls_b31: 0.5632  loss_cls_b32: 0.5778  loss_cls_b33: 0.7503  loss_triplet_b1: 0.02964  loss_triplet_b2: 0.01388  loss_triplet_b3: 0.01394  loss_triplet_b22: 0.01039  loss_triplet_b33: 0.006885  time: 0.8123  data_time: 0.0008  lr: 1.43e-04  max_mem: 21563M
[05/05 07:32:04] fastreid.utils.events INFO:  eta: 1:31:00  iter: 23999  total_loss: 3.46  loss_cls_b1: 0.4081  loss_cls_b2: 0.3105  loss_cls_b21: 0.4051  loss_cls_b22: 0.4921  loss_cls_b3: 0.3078  loss_cls_b31: 0.431  loss_cls_b32: 0.5028  loss_cls_b33: 0.6035  loss_triplet_b1: 0.02403  loss_triplet_b2: 0.01582  loss_triplet_b3: 0.0115  loss_triplet_b22: 0.009104  loss_triplet_b33: 0.003484  time: 0.8125  data_time: 0.0005  lr: 1.36e-04  max_mem: 21563M
[05/05 07:34:52] fastreid.utils.events INFO:  eta: 1:28:14  iter: 24199  total_loss: 4.559  loss_cls_b1: 0.4865  loss_cls_b2: 0.394  loss_cls_b21: 0.5458  loss_cls_b22: 0.5992  loss_cls_b3: 0.3758  loss_cls_b31: 0.5915  loss_cls_b32: 0.6317  loss_cls_b33: 0.7272  loss_triplet_b1: 0.02675  loss_triplet_b2: 0.01544  loss_triplet_b3: 0.015  loss_triplet_b22: 0.01208  loss_triplet_b33: 0.006165  time: 0.8127  data_time: 0.0008  lr: 1.29e-04  max_mem: 21563M
[05/05 07:37:41] fastreid.utils.events INFO:  eta: 1:25:29  iter: 24399  total_loss: 3.987  loss_cls_b1: 0.4402  loss_cls_b2: 0.3361  loss_cls_b21: 0.4961  loss_cls_b22: 0.5565  loss_cls_b3: 0.3399  loss_cls_b31: 0.5486  loss_cls_b32: 0.5541  loss_cls_b33: 0.6407  loss_triplet_b1: 0.02028  loss_triplet_b2: 0.01262  loss_triplet_b3: 0.01204  loss_triplet_b22: 0.009227  loss_triplet_b33: 0.004806  time: 0.8129  data_time: 0.0006  lr: 1.23e-04  max_mem: 21563M
[05/05 07:40:29] fastreid.utils.events INFO:  eta: 1:22:42  iter: 24599  total_loss: 4.317  loss_cls_b1: 0.4498  loss_cls_b2: 0.3539  loss_cls_b21: 0.4992  loss_cls_b22: 0.5376  loss_cls_b3: 0.3636  loss_cls_b31: 0.4929  loss_cls_b32: 0.5744  loss_cls_b33: 0.6894  loss_triplet_b1: 0.01948  loss_triplet_b2: 0.01755  loss_triplet_b3: 0.0125  loss_triplet_b22: 0.01122  loss_triplet_b33: 0.004581  time: 0.8131  data_time: 0.0008  lr: 1.16e-04  max_mem: 21563M
[05/05 07:43:17] fastreid.utils.events INFO:  eta: 1:19:54  iter: 24799  total_loss: 4.019  loss_cls_b1: 0.4524  loss_cls_b2: 0.3351  loss_cls_b21: 0.4961  loss_cls_b22: 0.5386  loss_cls_b3: 0.332  loss_cls_b31: 0.4996  loss_cls_b32: 0.6011  loss_cls_b33: 0.6535  loss_triplet_b1: 0.02618  loss_triplet_b2: 0.01479  loss_triplet_b3: 0.01637  loss_triplet_b22: 0.0105  loss_triplet_b33: 0.007247  time: 0.8133  data_time: 0.0006  lr: 1.09e-04  max_mem: 21563M
[05/05 07:46:05] fastreid.utils.events INFO:  eta: 1:17:07  iter: 24999  total_loss: 3.864  loss_cls_b1: 0.3984  loss_cls_b2: 0.3333  loss_cls_b21: 0.4668  loss_cls_b22: 0.5007  loss_cls_b3: 0.3375  loss_cls_b31: 0.4761  loss_cls_b32: 0.5419  loss_cls_b33: 0.6713  loss_triplet_b1: 0.0198  loss_triplet_b2: 0.01288  loss_triplet_b3: 0.01368  loss_triplet_b22: 0.009224  loss_triplet_b33: 0.00423  time: 0.8134  data_time: 0.0008  lr: 1.02e-04  max_mem: 21563M
[05/05 07:48:54] fastreid.utils.events INFO:  eta: 1:14:19  iter: 25199  total_loss: 3.812  loss_cls_b1: 0.4111  loss_cls_b2: 0.3289  loss_cls_b21: 0.4543  loss_cls_b22: 0.5141  loss_cls_b3: 0.3094  loss_cls_b31: 0.4897  loss_cls_b32: 0.5523  loss_cls_b33: 0.6425  loss_triplet_b1: 0.0256  loss_triplet_b2: 0.01642  loss_triplet_b3: 0.01272  loss_triplet_b22: 0.01138  loss_triplet_b33: 0.005256  time: 0.8136  data_time: 0.0006  lr: 9.60e-05  max_mem: 21563M
[05/05 07:51:42] fastreid.utils.events INFO:  eta: 1:11:32  iter: 25399  total_loss: 2.886  loss_cls_b1: 0.3373  loss_cls_b2: 0.2766  loss_cls_b21: 0.3706  loss_cls_b22: 0.3945  loss_cls_b3: 0.2583  loss_cls_b31: 0.3797  loss_cls_b32: 0.3777  loss_cls_b33: 0.4629  loss_triplet_b1: 0.0149  loss_triplet_b2: 0.00945  loss_triplet_b3: 0.008821  loss_triplet_b22: 0.004692  loss_triplet_b33: 0.002291  time: 0.8138  data_time: 0.0004  lr: 8.97e-05  max_mem: 21563M
[05/05 07:54:30] fastreid.utils.events INFO:  eta: 1:08:44  iter: 25599  total_loss: 3.467  loss_cls_b1: 0.4022  loss_cls_b2: 0.3195  loss_cls_b21: 0.436  loss_cls_b22: 0.4739  loss_cls_b3: 0.3211  loss_cls_b31: 0.4585  loss_cls_b32: 0.481  loss_cls_b33: 0.5742  loss_triplet_b1: 0.02205  loss_triplet_b2: 0.01131  loss_triplet_b3: 0.01082  loss_triplet_b22: 0.005939  loss_triplet_b33: 0.002943  time: 0.8140  data_time: 0.0006  lr: 8.35e-05  max_mem: 21563M
[05/05 07:57:19] fastreid.utils.events INFO:  eta: 1:05:58  iter: 25799  total_loss: 3.199  loss_cls_b1: 0.3875  loss_cls_b2: 0.2677  loss_cls_b21: 0.3974  loss_cls_b22: 0.4596  loss_cls_b3: 0.2777  loss_cls_b31: 0.3965  loss_cls_b32: 0.4553  loss_cls_b33: 0.5224  loss_triplet_b1: 0.02259  loss_triplet_b2: 0.01017  loss_triplet_b3: 0.00977  loss_triplet_b22: 0.007585  loss_triplet_b33: 0.002994  time: 0.8142  data_time: 0.0004  lr: 7.75e-05  max_mem: 21563M
[05/05 08:00:07] fastreid.utils.events INFO:  eta: 1:03:12  iter: 25999  total_loss: 3.238  loss_cls_b1: 0.3688  loss_cls_b2: 0.2761  loss_cls_b21: 0.3742  loss_cls_b22: 0.4426  loss_cls_b3: 0.2721  loss_cls_b31: 0.3985  loss_cls_b32: 0.4648  loss_cls_b33: 0.6217  loss_triplet_b1: 0.01694  loss_triplet_b2: 0.01085  loss_triplet_b3: 0.009371  loss_triplet_b22: 0.006083  loss_triplet_b33: 0.003089  time: 0.8143  data_time: 0.0007  lr: 7.16e-05  max_mem: 21563M
[05/05 08:02:56] fastreid.utils.events INFO:  eta: 1:00:24  iter: 26199  total_loss: 3.045  loss_cls_b1: 0.364  loss_cls_b2: 0.2553  loss_cls_b21: 0.3799  loss_cls_b22: 0.4161  loss_cls_b3: 0.2626  loss_cls_b31: 0.3842  loss_cls_b32: 0.439  loss_cls_b33: 0.5028  loss_triplet_b1: 0.01917  loss_triplet_b2: 0.0109  loss_triplet_b3: 0.009202  loss_triplet_b22: 0.005703  loss_triplet_b33: 0.004254  time: 0.8145  data_time: 0.0005  lr: 6.59e-05  max_mem: 21563M
[05/05 08:05:44] fastreid.utils.events INFO:  eta: 0:57:37  iter: 26399  total_loss: 3.114  loss_cls_b1: 0.3336  loss_cls_b2: 0.2625  loss_cls_b21: 0.3833  loss_cls_b22: 0.4433  loss_cls_b3: 0.2612  loss_cls_b31: 0.3814  loss_cls_b32: 0.4448  loss_cls_b33: 0.5025  loss_triplet_b1: 0.01775  loss_triplet_b2: 0.01026  loss_triplet_b3: 0.01006  loss_triplet_b22: 0.007315  loss_triplet_b33: 0.004827  time: 0.8147  data_time: 0.0007  lr: 6.04e-05  max_mem: 21563M
[05/05 08:08:33] fastreid.utils.events INFO:  eta: 0:54:52  iter: 26599  total_loss: 3.117  loss_cls_b1: 0.3748  loss_cls_b2: 0.2685  loss_cls_b21: 0.3681  loss_cls_b22: 0.4295  loss_cls_b3: 0.2652  loss_cls_b31: 0.3765  loss_cls_b32: 0.4393  loss_cls_b33: 0.5352  loss_triplet_b1: 0.02227  loss_triplet_b2: 0.01258  loss_triplet_b3: 0.01246  loss_triplet_b22: 0.006619  loss_triplet_b33: 0.005546  time: 0.8149  data_time: 0.0005  lr: 5.51e-05  max_mem: 21563M
[05/05 08:11:21] fastreid.utils.events INFO:  eta: 0:52:04  iter: 26799  total_loss: 3.123  loss_cls_b1: 0.3357  loss_cls_b2: 0.2677  loss_cls_b21: 0.3571  loss_cls_b22: 0.4463  loss_cls_b3: 0.2665  loss_cls_b31: 0.381  loss_cls_b32: 0.4872  loss_cls_b33: 0.5229  loss_triplet_b1: 0.014  loss_triplet_b2: 0.007086  loss_triplet_b3: 0.007286  loss_triplet_b22: 0.005046  loss_triplet_b33: 0.002702  time: 0.8150  data_time: 0.0007  lr: 5.00e-05  max_mem: 21563M
[05/05 08:14:09] fastreid.utils.events INFO:  eta: 0:49:16  iter: 26999  total_loss: 3.01  loss_cls_b1: 0.3378  loss_cls_b2: 0.2612  loss_cls_b21: 0.3447  loss_cls_b22: 0.4198  loss_cls_b3: 0.2579  loss_cls_b31: 0.3664  loss_cls_b32: 0.3884  loss_cls_b33: 0.5057  loss_triplet_b1: 0.0181  loss_triplet_b2: 0.008381  loss_triplet_b3: 0.008296  loss_triplet_b22: 0.006235  loss_triplet_b33: 0.003192  time: 0.8152  data_time: 0.0005  lr: 4.51e-05  max_mem: 21563M
[05/05 08:16:58] fastreid.utils.events INFO:  eta: 0:46:29  iter: 27199  total_loss: 3.283  loss_cls_b1: 0.3451  loss_cls_b2: 0.2623  loss_cls_b21: 0.3952  loss_cls_b22: 0.4439  loss_cls_b3: 0.2801  loss_cls_b31: 0.4395  loss_cls_b32: 0.4342  loss_cls_b33: 0.557  loss_triplet_b1: 0.01969  loss_triplet_b2: 0.00973  loss_triplet_b3: 0.01208  loss_triplet_b22: 0.009015  loss_triplet_b33: 0.006373  time: 0.8153  data_time: 0.0008  lr: 4.04e-05  max_mem: 21563M
[05/05 08:19:46] fastreid.utils.events INFO:  eta: 0:43:42  iter: 27399  total_loss: 2.507  loss_cls_b1: 0.2754  loss_cls_b2: 0.2192  loss_cls_b21: 0.3205  loss_cls_b22: 0.358  loss_cls_b3: 0.2267  loss_cls_b31: 0.359  loss_cls_b32: 0.3563  loss_cls_b33: 0.416  loss_triplet_b1: 0.01179  loss_triplet_b2: 0.005874  loss_triplet_b3: 0.006355  loss_triplet_b22: 0.004391  loss_triplet_b33: 0.001872  time: 0.8155  data_time: 0.0006  lr: 3.60e-05  max_mem: 21563M
[05/05 08:22:34] fastreid.utils.events INFO:  eta: 0:40:55  iter: 27599  total_loss: 3.399  loss_cls_b1: 0.3736  loss_cls_b2: 0.2689  loss_cls_b21: 0.3956  loss_cls_b22: 0.4961  loss_cls_b3: 0.2905  loss_cls_b31: 0.4496  loss_cls_b32: 0.4634  loss_cls_b33: 0.5334  loss_triplet_b1: 0.01559  loss_triplet_b2: 0.00846  loss_triplet_b3: 0.008586  loss_triplet_b22: 0.004432  loss_triplet_b33: 0.002554  time: 0.8156  data_time: 0.0008  lr: 3.18e-05  max_mem: 21563M
[05/05 08:25:23] fastreid.utils.events INFO:  eta: 0:38:08  iter: 27799  total_loss: 2.841  loss_cls_b1: 0.3082  loss_cls_b2: 0.2314  loss_cls_b21: 0.3294  loss_cls_b22: 0.3901  loss_cls_b3: 0.2298  loss_cls_b31: 0.3439  loss_cls_b32: 0.3735  loss_cls_b33: 0.4766  loss_triplet_b1: 0.01416  loss_triplet_b2: 0.006868  loss_triplet_b3: 0.007125  loss_triplet_b22: 0.005135  loss_triplet_b33: 0.002367  time: 0.8158  data_time: 0.0006  lr: 2.78e-05  max_mem: 21563M
[05/05 08:28:11] fastreid.utils.events INFO:  eta: 0:35:21  iter: 27999  total_loss: 2.019  loss_cls_b1: 0.244  loss_cls_b2: 0.1946  loss_cls_b21: 0.2617  loss_cls_b22: 0.2605  loss_cls_b3: 0.1979  loss_cls_b31: 0.2642  loss_cls_b32: 0.2813  loss_cls_b33: 0.2805  loss_triplet_b1: 0.01025  loss_triplet_b2: 0.005187  loss_triplet_b3: 0.005245  loss_triplet_b22: 0.003151  loss_triplet_b33: 0.001599  time: 0.8159  data_time: 0.0008  lr: 2.41e-05  max_mem: 21563M
[05/05 08:30:59] fastreid.utils.events INFO:  eta: 0:32:34  iter: 28199  total_loss: 2.88  loss_cls_b1: 0.3086  loss_cls_b2: 0.2348  loss_cls_b21: 0.3714  loss_cls_b22: 0.3479  loss_cls_b3: 0.2486  loss_cls_b31: 0.3772  loss_cls_b32: 0.3801  loss_cls_b33: 0.5093  loss_triplet_b1: 0.01286  loss_triplet_b2: 0.007997  loss_triplet_b3: 0.006807  loss_triplet_b22: 0.005122  loss_triplet_b33: 0.002108  time: 0.8161  data_time: 0.0007  lr: 2.06e-05  max_mem: 21563M
[05/05 08:33:48] fastreid.utils.events INFO:  eta: 0:29:48  iter: 28399  total_loss: 2.383  loss_cls_b1: 0.2703  loss_cls_b2: 0.2173  loss_cls_b21: 0.2911  loss_cls_b22: 0.3008  loss_cls_b3: 0.21  loss_cls_b31: 0.3267  loss_cls_b32: 0.3053  loss_cls_b33: 0.3447  loss_triplet_b1: 0.01041  loss_triplet_b2: 0.004461  loss_triplet_b3: 0.003907  loss_triplet_b22: 0.002669  loss_triplet_b33: 0.0008152  time: 0.8162  data_time: 0.0004  lr: 1.74e-05  max_mem: 21563M
[05/05 08:36:36] fastreid.utils.events INFO:  eta: 0:27:01  iter: 28599  total_loss: 2.971  loss_cls_b1: 0.2983  loss_cls_b2: 0.251  loss_cls_b21: 0.3766  loss_cls_b22: 0.4363  loss_cls_b3: 0.2582  loss_cls_b31: 0.4041  loss_cls_b32: 0.4252  loss_cls_b33: 0.4941  loss_triplet_b1: 0.01241  loss_triplet_b2: 0.008516  loss_triplet_b3: 0.007428  loss_triplet_b22: 0.003654  loss_triplet_b33: 0.00217  time: 0.8164  data_time: 0.0007  lr: 1.45e-05  max_mem: 21563M
[05/05 08:39:24] fastreid.utils.events INFO:  eta: 0:24:13  iter: 28799  total_loss: 2.19  loss_cls_b1: 0.2551  loss_cls_b2: 0.1998  loss_cls_b21: 0.2859  loss_cls_b22: 0.3071  loss_cls_b3: 0.1891  loss_cls_b31: 0.3193  loss_cls_b32: 0.2901  loss_cls_b33: 0.3687  loss_triplet_b1: 0.01175  loss_triplet_b2: 0.006589  loss_triplet_b3: 0.005198  loss_triplet_b22: 0.003763  loss_triplet_b33: 0.0014  time: 0.8165  data_time: 0.0005  lr: 1.19e-05  max_mem: 21563M
[05/05 08:42:12] fastreid.utils.events INFO:  eta: 0:21:26  iter: 28999  total_loss: 2.796  loss_cls_b1: 0.2848  loss_cls_b2: 0.2418  loss_cls_b21: 0.3125  loss_cls_b22: 0.3895  loss_cls_b3: 0.2307  loss_cls_b31: 0.3618  loss_cls_b32: 0.3943  loss_cls_b33: 0.475  loss_triplet_b1: 0.0118  loss_triplet_b2: 0.00679  loss_triplet_b3: 0.006658  loss_triplet_b22: 0.00482  loss_triplet_b33: 0.002046  time: 0.8167  data_time: 0.0007  lr: 9.47e-06  max_mem: 21563M
[05/05 08:45:01] fastreid.utils.events INFO:  eta: 0:18:40  iter: 29199  total_loss: 2.587  loss_cls_b1: 0.2968  loss_cls_b2: 0.2146  loss_cls_b21: 0.3199  loss_cls_b22: 0.3333  loss_cls_b3: 0.2345  loss_cls_b31: 0.3573  loss_cls_b32: 0.4067  loss_cls_b33: 0.4597  loss_triplet_b1: 0.01293  loss_triplet_b2: 0.006243  loss_triplet_b3: 0.005809  loss_triplet_b22: 0.003723  loss_triplet_b33: 0.001625  time: 0.8168  data_time: 0.0005  lr: 7.37e-06  max_mem: 21563M
[05/05 08:47:49] fastreid.utils.events INFO:  eta: 0:15:52  iter: 29399  total_loss: 2.73  loss_cls_b1: 0.2898  loss_cls_b2: 0.2275  loss_cls_b21: 0.335  loss_cls_b22: 0.3566  loss_cls_b3: 0.2478  loss_cls_b31: 0.3731  loss_cls_b32: 0.4226  loss_cls_b33: 0.4496  loss_triplet_b1: 0.0112  loss_triplet_b2: 0.006433  loss_triplet_b3: 0.007033  loss_triplet_b22: 0.003532  loss_triplet_b33: 0.001738  time: 0.8169  data_time: 0.0007  lr: 5.56e-06  max_mem: 21563M
[05/05 08:50:37] fastreid.utils.events INFO:  eta: 0:13:05  iter: 29599  total_loss: 2.362  loss_cls_b1: 0.2826  loss_cls_b2: 0.2114  loss_cls_b21: 0.3011  loss_cls_b22: 0.2918  loss_cls_b3: 0.2143  loss_cls_b31: 0.334  loss_cls_b32: 0.3383  loss_cls_b33: 0.3556  loss_triplet_b1: 0.01124  loss_triplet_b2: 0.006218  loss_triplet_b3: 0.005817  loss_triplet_b22: 0.004281  loss_triplet_b33: 0.001536  time: 0.8171  data_time: 0.0005  lr: 4.03e-06  max_mem: 21563M
[05/05 08:53:26] fastreid.utils.events INFO:  eta: 0:10:18  iter: 29799  total_loss: 2.561  loss_cls_b1: 0.2782  loss_cls_b2: 0.2217  loss_cls_b21: 0.3187  loss_cls_b22: 0.3548  loss_cls_b3: 0.2335  loss_cls_b31: 0.3297  loss_cls_b32: 0.3748  loss_cls_b33: 0.4277  loss_triplet_b1: 0.01135  loss_triplet_b2: 0.006632  loss_triplet_b3: 0.006478  loss_triplet_b22: 0.004107  loss_triplet_b33: 0.002056  time: 0.8172  data_time: 0.0008  lr: 2.80e-06  max_mem: 21563M
[05/05 08:56:14] fastreid.utils.events INFO:  eta: 0:07:31  iter: 29999  total_loss: 2.354  loss_cls_b1: 0.263  loss_cls_b2: 0.2032  loss_cls_b21: 0.2925  loss_cls_b22: 0.3219  loss_cls_b3: 0.2071  loss_cls_b31: 0.3124  loss_cls_b32: 0.3288  loss_cls_b33: 0.3847  loss_triplet_b1: 0.01151  loss_triplet_b2: 0.005811  loss_triplet_b3: 0.005763  loss_triplet_b22: 0.003359  loss_triplet_b33: 0.001835  time: 0.8173  data_time: 0.0006  lr: 1.85e-06  max_mem: 21563M
[05/05 08:59:02] fastreid.utils.events INFO:  eta: 0:04:44  iter: 30199  total_loss: 2.65  loss_cls_b1: 0.302  loss_cls_b2: 0.219  loss_cls_b21: 0.3135  loss_cls_b22: 0.358  loss_cls_b3: 0.2327  loss_cls_b31: 0.3174  loss_cls_b32: 0.3633  loss_cls_b33: 0.4175  loss_triplet_b1: 0.01351  loss_triplet_b2: 0.005888  loss_triplet_b3: 0.005804  loss_triplet_b22: 0.003828  loss_triplet_b33: 0.001594  time: 0.8175  data_time: 0.0008  lr: 1.20e-06  max_mem: 21563M
[05/05 09:01:51] fastreid.utils.events INFO:  eta: 0:01:57  iter: 30399  total_loss: 2.616  loss_cls_b1: 0.2635  loss_cls_b2: 0.2107  loss_cls_b21: 0.3007  loss_cls_b22: 0.386  loss_cls_b3: 0.2135  loss_cls_b31: 0.3157  loss_cls_b32: 0.3507  loss_cls_b33: 0.4813  loss_triplet_b1: 0.01003  loss_triplet_b2: 0.005722  loss_triplet_b3: 0.005809  loss_triplet_b22: 0.003043  loss_triplet_b33: 0.001065  time: 0.8176  data_time: 0.0006  lr: 8.43e-07  max_mem: 21563M
[05/05 09:03:49] fastreid.engine.defaults INFO: Prepare testing set
[05/05 09:03:49] fastreid.data.datasets.bases INFO: => Loaded MSMT17 in csv format: 
[36m| subset   | # ids   | # images   | # cameras   |
|:---------|:--------|:-----------|:------------|
| query    | 3060    | 11659      | 15          |
| gallery  | 3060    | 82161      | 15          |[0m
[05/05 09:03:49] fastreid.evaluation.evaluator INFO: Start inference on 93820 images
[05/05 09:04:00] fastreid.evaluation.evaluator INFO: Inference done 11/733. 0.0903 s / batch. ETA=0:01:45
[05/05 09:04:30] fastreid.evaluation.evaluator INFO: Inference done 178/733. 0.1071 s / batch. ETA=0:01:39
[05/05 09:05:00] fastreid.evaluation.evaluator INFO: Inference done 345/733. 0.1072 s / batch. ETA=0:01:09
[05/05 09:05:30] fastreid.evaluation.evaluator INFO: Inference done 515/733. 0.1065 s / batch. ETA=0:00:38
[05/05 09:06:01] fastreid.evaluation.evaluator INFO: Inference done 684/733. 0.1065 s / batch. ETA=0:00:08
[05/05 09:06:11] fastreid.evaluation.evaluator INFO: Total inference time: 0:02:11.167458 (0.180175 s / batch per device)
[05/05 09:06:11] fastreid.evaluation.evaluator INFO: Total inference pure compute time: 0:01:18 (0.107509 s / batch per device)
[05/05 09:31:59] fastreid.evaluation.testing INFO: Evaluation results in csv format: 
[36m| Datasets   | Rank-1   | Rank-5   | Rank-10   | mAP    | mINP   |
|:-----------|:---------|:---------|:----------|:-------|:-------|
| MSMT17     | 90.81%   | 95.50%   | 96.40%    | 76.78% | 29.47% |[0m
[05/05 09:31:59] fastreid.utils.events INFO:  eta: 0:00:00  iter: 30539  total_loss: 2.159  loss_cls_b1: 0.2626  loss_cls_b2: 0.1905  loss_cls_b21: 0.2892  loss_cls_b22: 0.2797  loss_cls_b3: 0.1942  loss_cls_b31: 0.2889  loss_cls_b32: 0.3076  loss_cls_b33: 0.3051  loss_triplet_b1: 0.01147  loss_triplet_b2: 0.005212  loss_triplet_b3: 0.004635  loss_triplet_b22: 0.003238  loss_triplet_b33: 0.001076  time: 0.8177  data_time: 0.0005  lr: 7.70e-07  max_mem: 21563M
[05/05 09:31:59] fastreid.engine.hooks INFO: Overall training speed: 30537 iterations in 6:56:11 (0.8177 s / it)
[05/05 09:31:59] fastreid.engine.hooks INFO: Total training time: 7:26:51 (0:30:40 on hooks)
