[04/30 14:46:07] fastreid INFO: Rank of current process: 0. World size: 4
[04/30 14:46:07] 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 14:46:07] fastreid INFO: Command line arguments: Namespace(config_file='configs/CMDM/msmt17_mgn_R101_lion.yml', finetune=False, resume=False, eval_only=False, num_gpus=4, num_machines=1, machine_rank=0, dist_url='tcp://127.0.0.1:36831', opts=[])
[04/30 14:46:07] fastreid INFO: Contents of args.config_file=configs/CMDM/msmt17_mgn_R101_lion.yml:
_BASE_: "../Base-MGN.yml"

MODEL:
  BACKBONE:
    WITH_IBN: False
    EXTRA_BN: True
    DEPTH: "101x"
    PRETRAIN_PATH: "/home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet101.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/ResNet101_LION_MGN"

[04/30 14:46:07] fastreid INFO: Running with full config:
CUDNN_BENCHMARK: True
DATALOADER:
  NAIVE_WAY: True
  NUM_INSTANCE: 16
  NUM_WORKERS: 8
  PK_SAMPLER: True
DATASETS:
  COMBINEALL: False
  IS_LMDB: False
  KWARGS: 
  NAMES: ('MSMT17',)
  ROOT: /home/ma-user/work/Datasets/ImageReID_Datasets/mixreid
  TESTS: ('MSMT17',)
INPUT:
  CJ:
    BRIGHTNESS: 0.15
    CONTRAST: 0.15
    ENABLED: False
    HUE: 0.1
    PROB: 0.8
    SATURATION: 0.1
  DO_AUGMIX: False
  DO_AUTOAUG: False
  DO_FLIP: True
  DO_PAD: True
  FLIP_PROB: 0.5
  PADDING: 10
  PADDING_MODE: constant
  REA:
    ENABLED: True
    MEAN: [0.0, 0.0, 0.0]
    PROB: 0.5
  RPT:
    ENABLED: False
    PROB: 0.5
  SIZE_TEST: [384, 128]
  SIZE_TRAIN: [384, 128]
MODEL:
  BACKBONE:
    DEPTH: 101x
    EXTRA_BN: True
    FEAT_DIM: 2048
    LAST_STRIDE: 1
    NAME: build_resnet_backbone
    NORM: BN
    PRETRAIN: True
    PRETRAIN_PATH: /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet101.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/ResNet101_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 14:46:07] fastreid INFO: Full config saved to /home/ma-user/work/Projects/ReIDNet_Finetune/FastReID/logs/msmt17/ResNet101_LION_MGN/config.yaml
[04/30 14:46:07] fastreid.utils.env INFO: Using a generated random seed 8293196
[04/30 14:46:07] fastreid.engine.defaults INFO: Prepare training set
[04/30 14:46:08] fastreid.data.datasets.bases INFO: => Loaded MSMT17 in csv format: 
[36m| subset   | # ids   | # images   | # cameras   |
|:---------|:--------|:-----------|:------------|
| train    | 1041    | 32621      | 15          |[0m
[04/30 14:46:08] 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 14:46:09] fastreid.modeling.backbones.resnet INFO: Loading pretrained model from /home/ma-user/work/Projects/ReIDNets_Checkpoints_TransReID/ResNet101.pth
[04/30 14:46:28] fastreid.engine.defaults INFO: Freeze layer group "backbone,b1,b2,b3" training for 5090 iterations
[04/30 14:46:28] fastreid.utils.checkpoint INFO: No checkpoint found. Training model from scratch
[04/30 14:46:28] fastreid.engine.train_loop INFO: Starting training from iteration 0
[04/30 14:48:17] fastreid.utils.events INFO:  eta: 4:10:30  iter: 199  total_loss: 56.61  loss_cls_b1: 6.297  loss_cls_b2: 6.263  loss_cls_b21: 6.312  loss_cls_b22: 6.368  loss_cls_b3: 6.39  loss_cls_b31: 6.32  loss_cls_b32: 6.444  loss_cls_b33: 6.44  loss_triplet_b1: 1.016  loss_triplet_b2: 0.9742  loss_triplet_b3: 0.941  loss_triplet_b22: 1.27  loss_triplet_b33: 1.722  time: 0.4968  data_time: 0.0007  lr: 1.70e-05  max_mem: 20461M
[04/30 14:49:58] fastreid.utils.events INFO:  eta: 4:08:17  iter: 399  total_loss: 55.51  loss_cls_b1: 6.243  loss_cls_b2: 6.343  loss_cls_b21: 6.229  loss_cls_b22: 6.371  loss_cls_b3: 6.184  loss_cls_b31: 6.304  loss_cls_b32: 6.205  loss_cls_b33: 6.406  loss_triplet_b1: 0.863  loss_triplet_b2: 0.8633  loss_triplet_b3: 0.8328  loss_triplet_b22: 1.148  loss_triplet_b33: 1.604  time: 0.4950  data_time: 0.0004  lr: 3.07e-05  max_mem: 20461M
[04/30 14:51:39] fastreid.utils.events INFO:  eta: 4:06:35  iter: 599  total_loss: 55.23  loss_cls_b1: 6.264  loss_cls_b2: 6.224  loss_cls_b21: 6.225  loss_cls_b22: 6.21  loss_cls_b3: 6.351  loss_cls_b31: 6.283  loss_cls_b32: 6.201  loss_cls_b33: 6.315  loss_triplet_b1: 0.8379  loss_triplet_b2: 0.8358  loss_triplet_b3: 0.8224  loss_triplet_b22: 1.11  loss_triplet_b33: 1.502  time: 0.4949  data_time: 0.0007  lr: 4.43e-05  max_mem: 20461M
[04/30 14:53:19] fastreid.utils.events INFO:  eta: 4:04:53  iter: 799  total_loss: 54.43  loss_cls_b1: 6.078  loss_cls_b2: 6.08  loss_cls_b21: 6.126  loss_cls_b22: 6.248  loss_cls_b3: 6.149  loss_cls_b31: 6.168  loss_cls_b32: 6.135  loss_cls_b33: 6.179  loss_triplet_b1: 0.8626  loss_triplet_b2: 0.8622  loss_triplet_b3: 0.8368  loss_triplet_b22: 1.189  loss_triplet_b33: 1.506  time: 0.4946  data_time: 0.0004  lr: 5.79e-05  max_mem: 20461M
[04/30 14:55:00] fastreid.utils.events INFO:  eta: 4:03:14  iter: 999  total_loss: 53.64  loss_cls_b1: 6.034  loss_cls_b2: 6.104  loss_cls_b21: 6.093  loss_cls_b22: 6.283  loss_cls_b3: 6.136  loss_cls_b31: 6.113  loss_cls_b32: 6.133  loss_cls_b33: 6.181  loss_triplet_b1: 0.7734  loss_triplet_b2: 0.7929  loss_triplet_b3: 0.7838  loss_triplet_b22: 1.055  loss_triplet_b33: 1.373  time: 0.4944  data_time: 0.0007  lr: 7.15e-05  max_mem: 20461M
[04/30 14:56:41] fastreid.utils.events INFO:  eta: 4:01:35  iter: 1199  total_loss: 51.12  loss_cls_b1: 5.868  loss_cls_b2: 5.799  loss_cls_b21: 5.8  loss_cls_b22: 6.035  loss_cls_b3: 5.714  loss_cls_b31: 5.928  loss_cls_b32: 5.885  loss_cls_b33: 5.946  loss_triplet_b1: 0.7072  loss_triplet_b2: 0.6846  loss_triplet_b3: 0.6842  loss_triplet_b22: 1.004  loss_triplet_b33: 1.304  time: 0.4946  data_time: 0.0005  lr: 8.51e-05  max_mem: 20461M
[04/30 14:58:22] fastreid.utils.events INFO:  eta: 4:00:01  iter: 1399  total_loss: 50.91  loss_cls_b1: 5.806  loss_cls_b2: 5.734  loss_cls_b21: 5.719  loss_cls_b22: 5.819  loss_cls_b3: 5.737  loss_cls_b31: 5.876  loss_cls_b32: 5.824  loss_cls_b33: 5.957  loss_triplet_b1: 0.7065  loss_triplet_b2: 0.6942  loss_triplet_b3: 0.7035  loss_triplet_b22: 0.919  loss_triplet_b33: 1.246  time: 0.4945  data_time: 0.0008  lr: 9.87e-05  max_mem: 20461M
[04/30 15:00:03] fastreid.utils.events INFO:  eta: 3:58:20  iter: 1599  total_loss: 49.04  loss_cls_b1: 5.373  loss_cls_b2: 5.51  loss_cls_b21: 5.539  loss_cls_b22: 5.615  loss_cls_b3: 5.483  loss_cls_b31: 5.599  loss_cls_b32: 5.583  loss_cls_b33: 5.798  loss_triplet_b1: 0.6996  loss_triplet_b2: 0.6976  loss_triplet_b3: 0.7185  loss_triplet_b22: 1.013  loss_triplet_b33: 1.248  time: 0.4943  data_time: 0.0005  lr: 1.12e-04  max_mem: 20461M
[04/30 15:01:43] fastreid.utils.events INFO:  eta: 3:56:42  iter: 1799  total_loss: 47.45  loss_cls_b1: 5.302  loss_cls_b2: 5.273  loss_cls_b21: 5.389  loss_cls_b22: 5.424  loss_cls_b3: 5.328  loss_cls_b31: 5.52  loss_cls_b32: 5.521  loss_cls_b33: 5.504  loss_triplet_b1: 0.5788  loss_triplet_b2: 0.5628  loss_triplet_b3: 0.641  loss_triplet_b22: 0.8238  loss_triplet_b33: 1.071  time: 0.4943  data_time: 0.0007  lr: 1.26e-04  max_mem: 20461M
[04/30 15:03:24] fastreid.utils.events INFO:  eta: 3:55:04  iter: 1999  total_loss: 46.42  loss_cls_b1: 5.088  loss_cls_b2: 5.157  loss_cls_b21: 5.198  loss_cls_b22: 5.319  loss_cls_b3: 5.112  loss_cls_b31: 5.268  loss_cls_b32: 5.191  loss_cls_b33: 5.261  loss_triplet_b1: 0.5983  loss_triplet_b2: 0.6205  loss_triplet_b3: 0.6056  loss_triplet_b22: 0.8497  loss_triplet_b33: 1.141  time: 0.4944  data_time: 0.0006  lr: 1.40e-04  max_mem: 20461M
[04/30 15:05:05] fastreid.utils.events INFO:  eta: 3:53:20  iter: 2199  total_loss: 44.52  loss_cls_b1: 4.946  loss_cls_b2: 4.76  loss_cls_b21: 5.005  loss_cls_b22: 5.099  loss_cls_b3: 4.919  loss_cls_b31: 5.148  loss_cls_b32: 5.069  loss_cls_b33: 5.164  loss_triplet_b1: 0.5892  loss_triplet_b2: 0.609  loss_triplet_b3: 0.638  loss_triplet_b22: 0.8401  loss_triplet_b33: 1.009  time: 0.4943  data_time: 0.0008  lr: 1.53e-04  max_mem: 20461M
[04/30 15:06:46] fastreid.utils.events INFO:  eta: 3:51:38  iter: 2399  total_loss: 42.12  loss_cls_b1: 4.585  loss_cls_b2: 4.741  loss_cls_b21: 4.781  loss_cls_b22: 4.851  loss_cls_b3: 4.606  loss_cls_b31: 4.804  loss_cls_b32: 4.759  loss_cls_b33: 5.14  loss_triplet_b1: 0.6552  loss_triplet_b2: 0.6387  loss_triplet_b3: 0.7049  loss_triplet_b22: 0.8954  loss_triplet_b33: 1.072  time: 0.4942  data_time: 0.0006  lr: 1.67e-04  max_mem: 20461M
[04/30 15:08:27] fastreid.utils.events INFO:  eta: 3:49:56  iter: 2599  total_loss: 39.04  loss_cls_b1: 4.313  loss_cls_b2: 4.299  loss_cls_b21: 4.389  loss_cls_b22: 4.564  loss_cls_b3: 4.251  loss_cls_b31: 4.53  loss_cls_b32: 4.495  loss_cls_b33: 4.85  loss_triplet_b1: 0.5085  loss_triplet_b2: 0.5119  loss_triplet_b3: 0.5099  loss_triplet_b22: 0.7408  loss_triplet_b33: 0.9534  time: 0.4942  data_time: 0.0009  lr: 1.80e-04  max_mem: 20461M
[04/30 15:10:08] fastreid.utils.events INFO:  eta: 3:48:20  iter: 2799  total_loss: 37.06  loss_cls_b1: 3.997  loss_cls_b2: 4.012  loss_cls_b21: 4.035  loss_cls_b22: 4.514  loss_cls_b3: 4.081  loss_cls_b31: 4.311  loss_cls_b32: 4.285  loss_cls_b33: 4.851  loss_triplet_b1: 0.5103  loss_triplet_b2: 0.521  loss_triplet_b3: 0.5168  loss_triplet_b22: 0.7284  loss_triplet_b33: 0.9021  time: 0.4942  data_time: 0.0007  lr: 1.94e-04  max_mem: 20461M
[04/30 15:11:48] fastreid.utils.events INFO:  eta: 3:46:38  iter: 2999  total_loss: 31.29  loss_cls_b1: 3.06  loss_cls_b2: 3.159  loss_cls_b21: 3.353  loss_cls_b22: 3.824  loss_cls_b3: 3.094  loss_cls_b31: 3.511  loss_cls_b32: 3.568  loss_cls_b33: 4.186  loss_triplet_b1: 0.5386  loss_triplet_b2: 0.5689  loss_triplet_b3: 0.5302  loss_triplet_b22: 0.7932  loss_triplet_b33: 0.9662  time: 0.4942  data_time: 0.0006  lr: 2.08e-04  max_mem: 20461M
[04/30 15:13:29] fastreid.utils.events INFO:  eta: 3:44:56  iter: 3199  total_loss: 36.12  loss_cls_b1: 3.942  loss_cls_b2: 3.863  loss_cls_b21: 4.11  loss_cls_b22: 4.28  loss_cls_b3: 4.063  loss_cls_b31: 4.267  loss_cls_b32: 4.3  loss_cls_b33: 4.664  loss_triplet_b1: 0.5042  loss_triplet_b2: 0.493  loss_triplet_b3: 0.505  loss_triplet_b22: 0.6216  loss_triplet_b33: 0.884  time: 0.4941  data_time: 0.0006  lr: 2.21e-04  max_mem: 20461M
[04/30 15:15:10] fastreid.utils.events INFO:  eta: 3:43:20  iter: 3399  total_loss: 29.74  loss_cls_b1: 2.959  loss_cls_b2: 3.033  loss_cls_b21: 3.228  loss_cls_b22: 3.616  loss_cls_b3: 3.003  loss_cls_b31: 3.477  loss_cls_b32: 3.456  loss_cls_b33: 3.968  loss_triplet_b1: 0.5475  loss_triplet_b2: 0.5586  loss_triplet_b3: 0.5518  loss_triplet_b22: 0.7035  loss_triplet_b33: 0.9342  time: 0.4942  data_time: 0.0004  lr: 2.35e-04  max_mem: 20461M
[04/30 15:16:51] fastreid.utils.events INFO:  eta: 3:41:43  iter: 3599  total_loss: 33.35  loss_cls_b1: 3.483  loss_cls_b2: 3.5  loss_cls_b21: 3.691  loss_cls_b22: 3.952  loss_cls_b3: 3.589  loss_cls_b31: 3.984  loss_cls_b32: 3.848  loss_cls_b33: 4.243  loss_triplet_b1: 0.5015  loss_triplet_b2: 0.4874  loss_triplet_b3: 0.4582  loss_triplet_b22: 0.6497  loss_triplet_b33: 0.8065  time: 0.4941  data_time: 0.0008  lr: 2.49e-04  max_mem: 20461M
[04/30 15:18:31] fastreid.utils.events INFO:  eta: 3:40:00  iter: 3799  total_loss: 29.32  loss_cls_b1: 3.063  loss_cls_b2: 3.1  loss_cls_b21: 3.16  loss_cls_b22: 3.457  loss_cls_b3: 3.034  loss_cls_b31: 3.429  loss_cls_b32: 3.312  loss_cls_b33: 3.878  loss_triplet_b1: 0.4886  loss_triplet_b2: 0.4531  loss_triplet_b3: 0.5057  loss_triplet_b22: 0.6296  loss_triplet_b33: 0.8173  time: 0.4941  data_time: 0.0004  lr: 2.62e-04  max_mem: 20461M
[04/30 15:20:12] fastreid.utils.events INFO:  eta: 3:38:24  iter: 3999  total_loss: 31.41  loss_cls_b1: 3.327  loss_cls_b2: 3.261  loss_cls_b21: 3.526  loss_cls_b22: 3.706  loss_cls_b3: 3.308  loss_cls_b31: 3.663  loss_cls_b32: 3.706  loss_cls_b33: 3.949  loss_triplet_b1: 0.4978  loss_triplet_b2: 0.5016  loss_triplet_b3: 0.5222  loss_triplet_b22: 0.6167  loss_triplet_b33: 0.811  time: 0.4941  data_time: 0.0008  lr: 2.76e-04  max_mem: 20461M
[04/30 15:21:53] fastreid.utils.events INFO:  eta: 3:36:49  iter: 4199  total_loss: 26.37  loss_cls_b1: 2.676  loss_cls_b2: 2.713  loss_cls_b21: 3.03  loss_cls_b22: 3.232  loss_cls_b3: 2.73  loss_cls_b31: 3.194  loss_cls_b32: 3.174  loss_cls_b33: 3.731  loss_triplet_b1: 0.4463  loss_triplet_b2: 0.4501  loss_triplet_b3: 0.4312  loss_triplet_b22: 0.5499  loss_triplet_b33: 0.6603  time: 0.4941  data_time: 0.0005  lr: 2.89e-04  max_mem: 20461M
[04/30 15:23:34] fastreid.utils.events INFO:  eta: 3:35:08  iter: 4399  total_loss: 27.35  loss_cls_b1: 2.793  loss_cls_b2: 2.784  loss_cls_b21: 3.122  loss_cls_b22: 3.145  loss_cls_b3: 2.859  loss_cls_b31: 3.296  loss_cls_b32: 3.177  loss_cls_b33: 3.556  loss_triplet_b1: 0.3675  loss_triplet_b2: 0.3921  loss_triplet_b3: 0.3535  loss_triplet_b22: 0.4961  loss_triplet_b33: 0.5739  time: 0.4941  data_time: 0.0008  lr: 3.03e-04  max_mem: 20461M
[04/30 15:25:15] fastreid.utils.events INFO:  eta: 3:33:31  iter: 4599  total_loss: 27.69  loss_cls_b1: 2.808  loss_cls_b2: 2.817  loss_cls_b21: 3.074  loss_cls_b22: 3.356  loss_cls_b3: 2.873  loss_cls_b31: 3.235  loss_cls_b32: 3.088  loss_cls_b33: 3.52  loss_triplet_b1: 0.4714  loss_triplet_b2: 0.5008  loss_triplet_b3: 0.47  loss_triplet_b22: 0.6118  loss_triplet_b33: 0.735  time: 0.4941  data_time: 0.0005  lr: 3.17e-04  max_mem: 20461M
[04/30 15:26:56] fastreid.utils.events INFO:  eta: 3:31:53  iter: 4799  total_loss: 28.39  loss_cls_b1: 2.955  loss_cls_b2: 2.87  loss_cls_b21: 3.04  loss_cls_b22: 3.394  loss_cls_b3: 2.935  loss_cls_b31: 3.281  loss_cls_b32: 3.256  loss_cls_b33: 3.642  loss_triplet_b1: 0.4352  loss_triplet_b2: 0.4315  loss_triplet_b3: 0.4204  loss_triplet_b22: 0.5772  loss_triplet_b33: 0.6879  time: 0.4941  data_time: 0.0008  lr: 3.30e-04  max_mem: 20461M
[04/30 15:28:36] fastreid.utils.events INFO:  eta: 3:30:15  iter: 4999  total_loss: 25.15  loss_cls_b1: 2.455  loss_cls_b2: 2.466  loss_cls_b21: 2.727  loss_cls_b22: 3.075  loss_cls_b3: 2.441  loss_cls_b31: 2.862  loss_cls_b32: 2.882  loss_cls_b33: 3.512  loss_triplet_b1: 0.3747  loss_triplet_b2: 0.3655  loss_triplet_b3: 0.3609  loss_triplet_b22: 0.5327  loss_triplet_b33: 0.6549  time: 0.4941  data_time: 0.0006  lr: 3.44e-04  max_mem: 20461M
[04/30 15:30:24] fastreid.utils.events INFO:  eta: 3:28:50  iter: 5199  total_loss: 32.98  loss_cls_b1: 3.56  loss_cls_b2: 3.381  loss_cls_b21: 3.584  loss_cls_b22: 3.969  loss_cls_b3: 3.381  loss_cls_b31: 3.924  loss_cls_b32: 3.846  loss_cls_b33: 4.199  loss_triplet_b1: 0.5905  loss_triplet_b2: 0.4765  loss_triplet_b3: 0.4858  loss_triplet_b22: 0.5989  loss_triplet_b33: 0.7023  time: 0.4954  data_time: 0.0008  lr: 3.50e-04  max_mem: 20461M
[04/30 15:32:17] fastreid.utils.events INFO:  eta: 3:27:53  iter: 5399  total_loss: 26.95  loss_cls_b1: 2.913  loss_cls_b2: 2.813  loss_cls_b21: 3.14  loss_cls_b22: 3.252  loss_cls_b3: 2.781  loss_cls_b31: 3.387  loss_cls_b32: 3.273  loss_cls_b33: 3.689  loss_triplet_b1: 0.3937  loss_triplet_b2: 0.3306  loss_triplet_b3: 0.3425  loss_triplet_b22: 0.4071  loss_triplet_b33: 0.5241  time: 0.4977  data_time: 0.0006  lr: 3.50e-04  max_mem: 20461M
[04/30 15:34:11] fastreid.utils.events INFO:  eta: 3:48:39  iter: 5599  total_loss: 18.4  loss_cls_b1: 1.693  loss_cls_b2: 1.683  loss_cls_b21: 1.956  loss_cls_b22: 2.243  loss_cls_b3: 1.71  loss_cls_b31: 2.333  loss_cls_b32: 2.153  loss_cls_b33: 2.841  loss_triplet_b1: 0.2825  loss_triplet_b2: 0.2927  loss_triplet_b3: 0.2613  loss_triplet_b22: 0.3691  loss_triplet_b33: 0.4477  time: 0.4998  data_time: 0.0009  lr: 3.50e-04  max_mem: 20461M
[04/30 15:36:04] fastreid.utils.events INFO:  eta: 3:48:31  iter: 5799  total_loss: 25.3  loss_cls_b1: 2.659  loss_cls_b2: 2.565  loss_cls_b21: 2.8  loss_cls_b22: 3.194  loss_cls_b3: 2.602  loss_cls_b31: 3.105  loss_cls_b32: 3.123  loss_cls_b33: 3.482  loss_triplet_b1: 0.3264  loss_triplet_b2: 0.2836  loss_triplet_b3: 0.2859  loss_triplet_b22: 0.3671  loss_triplet_b33: 0.4395  time: 0.5017  data_time: 0.0006  lr: 3.50e-04  max_mem: 20461M
[04/30 15:37:57] fastreid.utils.events INFO:  eta: 3:47:04  iter: 5999  total_loss: 20.82  loss_cls_b1: 2.056  loss_cls_b2: 1.948  loss_cls_b21: 2.357  loss_cls_b22: 2.405  loss_cls_b3: 2.005  loss_cls_b31: 2.619  loss_cls_b32: 2.566  loss_cls_b33: 2.968  loss_triplet_b1: 0.2891  loss_triplet_b2: 0.2586  loss_triplet_b3: 0.2469  loss_triplet_b22: 0.3407  loss_triplet_b33: 0.3756  time: 0.5035  data_time: 0.0004  lr: 3.50e-04  max_mem: 20461M
[04/30 15:39:51] fastreid.utils.events INFO:  eta: 3:45:24  iter: 6199  total_loss: 22.81  loss_cls_b1: 2.467  loss_cls_b2: 2.29  loss_cls_b21: 2.598  loss_cls_b22: 2.82  loss_cls_b3: 2.299  loss_cls_b31: 2.89  loss_cls_b32: 2.818  loss_cls_b33: 3.243  loss_triplet_b1: 0.2263  loss_triplet_b2: 0.1939  loss_triplet_b3: 0.2014  loss_triplet_b22: 0.2553  loss_triplet_b33: 0.3451  time: 0.5053  data_time: 0.0007  lr: 3.50e-04  max_mem: 20461M
[04/30 15:41:44] fastreid.utils.events INFO:  eta: 3:43:31  iter: 6399  total_loss: 21.69  loss_cls_b1: 2.32  loss_cls_b2: 2.157  loss_cls_b21: 2.488  loss_cls_b22: 2.625  loss_cls_b3: 2.163  loss_cls_b31: 2.772  loss_cls_b32: 2.627  loss_cls_b33: 2.897  loss_triplet_b1: 0.2174  loss_triplet_b2: 0.2391  loss_triplet_b3: 0.1866  loss_triplet_b22: 0.2947  loss_triplet_b33: 0.308  time: 0.5069  data_time: 0.0004  lr: 3.50e-04  max_mem: 20461M
[04/30 15:43:37] fastreid.utils.events INFO:  eta: 3:41:42  iter: 6599  total_loss: 23.79  loss_cls_b1: 2.425  loss_cls_b2: 2.403  loss_cls_b21: 2.696  loss_cls_b22: 2.849  loss_cls_b3: 2.416  loss_cls_b31: 2.871  loss_cls_b32: 2.898  loss_cls_b33: 3.273  loss_triplet_b1: 0.2529  loss_triplet_b2: 0.2339  loss_triplet_b3: 0.222  loss_triplet_b22: 0.2916  loss_triplet_b33: 0.3336  time: 0.5084  data_time: 0.0007  lr: 3.50e-04  max_mem: 20461M
[04/30 15:45:30] fastreid.utils.events INFO:  eta: 3:39:49  iter: 6799  total_loss: 18.97  loss_cls_b1: 1.963  loss_cls_b2: 1.832  loss_cls_b21: 2.21  loss_cls_b22: 2.417  loss_cls_b3: 1.899  loss_cls_b31: 2.498  loss_cls_b32: 2.425  loss_cls_b33: 2.867  loss_triplet_b1: 0.1826  loss_triplet_b2: 0.1618  loss_triplet_b3: 0.17  loss_triplet_b22: 0.2377  loss_triplet_b33: 0.2842  time: 0.5098  data_time: 0.0005  lr: 3.50e-04  max_mem: 20461M
[04/30 15:47:24] fastreid.utils.events INFO:  eta: 3:38:01  iter: 6999  total_loss: 19.51  loss_cls_b1: 2.019  loss_cls_b2: 1.976  loss_cls_b21: 2.363  loss_cls_b22: 2.425  loss_cls_b3: 1.964  loss_cls_b31: 2.581  loss_cls_b32: 2.525  loss_cls_b33: 2.85  loss_triplet_b1: 0.1451  loss_triplet_b2: 0.1567  loss_triplet_b3: 0.1346  loss_triplet_b22: 0.1904  loss_triplet_b33: 0.2116  time: 0.5112  data_time: 0.0009  lr: 3.50e-04  max_mem: 20461M
[04/30 15:49:17] fastreid.utils.events INFO:  eta: 3:36:11  iter: 7199  total_loss: 16.89  loss_cls_b1: 1.73  loss_cls_b2: 1.61  loss_cls_b21: 2.052  loss_cls_b22: 2.183  loss_cls_b3: 1.66  loss_cls_b31: 2.284  loss_cls_b32: 2.065  loss_cls_b33: 2.721  loss_triplet_b1: 0.1439  loss_triplet_b2: 0.1097  loss_triplet_b3: 0.1254  loss_triplet_b22: 0.1206  loss_triplet_b33: 0.1756  time: 0.5125  data_time: 0.0005  lr: 3.50e-04  max_mem: 20461M
[04/30 15:51:11] fastreid.utils.events INFO:  eta: 3:34:22  iter: 7399  total_loss: 18.1  loss_cls_b1: 1.926  loss_cls_b2: 1.769  loss_cls_b21: 2.068  loss_cls_b22: 2.401  loss_cls_b3: 1.771  loss_cls_b31: 2.22  loss_cls_b32: 2.397  loss_cls_b33: 2.809  loss_triplet_b1: 0.1245  loss_triplet_b2: 0.09135  loss_triplet_b3: 0.09268  loss_triplet_b22: 0.1175  loss_triplet_b33: 0.1522  time: 0.5137  data_time: 0.0009  lr: 3.50e-04  max_mem: 20461M
[04/30 15:53:04] fastreid.utils.events INFO:  eta: 3:32:27  iter: 7599  total_loss: 17.79  loss_cls_b1: 1.852  loss_cls_b2: 1.699  loss_cls_b21: 2.036  loss_cls_b22: 2.37  loss_cls_b3: 1.735  loss_cls_b31: 2.305  loss_cls_b32: 2.291  loss_cls_b33: 2.784  loss_triplet_b1: 0.1924  loss_triplet_b2: 0.1544  loss_triplet_b3: 0.1663  loss_triplet_b22: 0.2183  loss_triplet_b33: 0.2541  time: 0.5148  data_time: 0.0006  lr: 3.50e-04  max_mem: 20461M
[04/30 15:54:58] fastreid.utils.events INFO:  eta: 3:30:41  iter: 7799  total_loss: 17.56  loss_cls_b1: 1.826  loss_cls_b2: 1.739  loss_cls_b21: 2.13  loss_cls_b22: 2.254  loss_cls_b3: 1.776  loss_cls_b31: 2.375  loss_cls_b32: 2.256  loss_cls_b33: 2.715  loss_triplet_b1: 0.1076  loss_triplet_b2: 0.08558  loss_triplet_b3: 0.09328  loss_triplet_b22: 0.09524  loss_triplet_b33: 0.138  time: 0.5159  data_time: 0.0008  lr: 3.50e-04  max_mem: 20461M
[04/30 15:56:51] fastreid.utils.events INFO:  eta: 3:28:47  iter: 7999  total_loss: 18.45  loss_cls_b1: 1.962  loss_cls_b2: 1.854  loss_cls_b21: 2.207  loss_cls_b22: 2.326  loss_cls_b3: 1.809  loss_cls_b31: 2.327  loss_cls_b32: 2.292  loss_cls_b33: 2.687  loss_triplet_b1: 0.1573  loss_triplet_b2: 0.1269  loss_triplet_b3: 0.1316  loss_triplet_b22: 0.1547  loss_triplet_b33: 0.1725  time: 0.5169  data_time: 0.0007  lr: 3.50e-04  max_mem: 20461M
[04/30 15:58:44] fastreid.utils.events INFO:  eta: 3:26:54  iter: 8199  total_loss: 16.93  loss_cls_b1: 1.73  loss_cls_b2: 1.637  loss_cls_b21: 1.88  loss_cls_b22: 2.26  loss_cls_b3: 1.597  loss_cls_b31: 2.112  loss_cls_b32: 2.103  loss_cls_b33: 2.656  loss_triplet_b1: 0.1533  loss_triplet_b2: 0.1297  loss_triplet_b3: 0.1137  loss_triplet_b22: 0.1849  loss_triplet_b33: 0.208  time: 0.5178  data_time: 0.0010  lr: 3.50e-04  max_mem: 20461M
[04/30 16:00:38] fastreid.utils.events INFO:  eta: 3:25:03  iter: 8399  total_loss: 15.9  loss_cls_b1: 1.642  loss_cls_b2: 1.489  loss_cls_b21: 1.936  loss_cls_b22: 2.006  loss_cls_b3: 1.478  loss_cls_b31: 2.178  loss_cls_b32: 2.014  loss_cls_b33: 2.52  loss_triplet_b1: 0.1323  loss_triplet_b2: 0.1146  loss_triplet_b3: 0.1126  loss_triplet_b22: 0.1486  loss_triplet_b33: 0.1548  time: 0.5188  data_time: 0.0006  lr: 3.50e-04  max_mem: 20461M
[04/30 16:02:31] fastreid.utils.events INFO:  eta: 3:23:14  iter: 8599  total_loss: 12.46  loss_cls_b1: 1.264  loss_cls_b2: 1.151  loss_cls_b21: 1.404  loss_cls_b22: 1.729  loss_cls_b3: 1.133  loss_cls_b31: 1.653  loss_cls_b32: 1.539  loss_cls_b33: 2.252  loss_triplet_b1: 0.1289  loss_triplet_b2: 0.1019  loss_triplet_b3: 0.09953  loss_triplet_b22: 0.1436  loss_triplet_b33: 0.1323  time: 0.5197  data_time: 0.0004  lr: 3.50e-04  max_mem: 20461M
[04/30 16:04:24] fastreid.utils.events INFO:  eta: 3:21:20  iter: 8799  total_loss: 15.53  loss_cls_b1: 1.622  loss_cls_b2: 1.479  loss_cls_b21: 1.756  loss_cls_b22: 2.065  loss_cls_b3: 1.467  loss_cls_b31: 2.031  loss_cls_b32: 1.986  loss_cls_b33: 2.583  loss_triplet_b1: 0.1177  loss_triplet_b2: 0.08077  loss_triplet_b3: 0.1024  loss_triplet_b22: 0.1119  loss_triplet_b33: 0.1103  time: 0.5205  data_time: 0.0007  lr: 3.50e-04  max_mem: 20461M
[04/30 16:06:17] fastreid.utils.events INFO:  eta: 3:19:28  iter: 8999  total_loss: 14.33  loss_cls_b1: 1.493  loss_cls_b2: 1.278  loss_cls_b21: 1.64  loss_cls_b22: 1.989  loss_cls_b3: 1.298  loss_cls_b31: 1.94  loss_cls_b32: 1.942  loss_cls_b33: 2.406  loss_triplet_b1: 0.1828  loss_triplet_b2: 0.127  loss_triplet_b3: 0.1388  loss_triplet_b22: 0.155  loss_triplet_b33: 0.1938  time: 0.5213  data_time: 0.0004  lr: 3.50e-04  max_mem: 20461M
[04/30 16:08:11] fastreid.utils.events INFO:  eta: 3:17:40  iter: 9199  total_loss: 15.09  loss_cls_b1: 1.549  loss_cls_b2: 1.414  loss_cls_b21: 1.686  loss_cls_b22: 2.087  loss_cls_b3: 1.412  loss_cls_b31: 1.856  loss_cls_b32: 2  loss_cls_b33: 2.454  loss_triplet_b1: 0.1095  loss_triplet_b2: 0.08076  loss_triplet_b3: 0.09373  loss_triplet_b22: 0.0993  loss_triplet_b33: 0.1235  time: 0.5221  data_time: 0.0007  lr: 3.50e-04  max_mem: 20461M
[04/30 16:10:04] fastreid.utils.events INFO:  eta: 3:15:48  iter: 9399  total_loss: 14.52  loss_cls_b1: 1.417  loss_cls_b2: 1.329  loss_cls_b21: 1.656  loss_cls_b22: 1.92  loss_cls_b3: 1.362  loss_cls_b31: 1.869  loss_cls_b32: 1.899  loss_cls_b33: 2.333  loss_triplet_b1: 0.1367  loss_triplet_b2: 0.1048  loss_triplet_b3: 0.09616  loss_triplet_b22: 0.1429  loss_triplet_b33: 0.1386  time: 0.5228  data_time: 0.0005  lr: 3.50e-04  max_mem: 20461M
[04/30 16:11:57] fastreid.utils.events INFO:  eta: 3:13:55  iter: 9599  total_loss: 14.15  loss_cls_b1: 1.49  loss_cls_b2: 1.407  loss_cls_b21: 1.652  loss_cls_b22: 1.988  loss_cls_b3: 1.335  loss_cls_b31: 1.949  loss_cls_b32: 1.923  loss_cls_b33: 2.387  loss_triplet_b1: 0.1215  loss_triplet_b2: 0.08761  loss_triplet_b3: 0.07901  loss_triplet_b22: 0.1043  loss_triplet_b33: 0.1318  time: 0.5235  data_time: 0.0008  lr: 3.50e-04  max_mem: 20461M
[04/30 16:13:50] fastreid.utils.events INFO:  eta: 3:12:03  iter: 9799  total_loss: 13  loss_cls_b1: 1.368  loss_cls_b2: 1.179  loss_cls_b21: 1.598  loss_cls_b22: 1.726  loss_cls_b3: 1.112  loss_cls_b31: 1.777  loss_cls_b32: 1.733  loss_cls_b33: 2.082  loss_triplet_b1: 0.12  loss_triplet_b2: 0.08252  loss_triplet_b3: 0.08436  loss_triplet_b22: 0.1154  loss_triplet_b33: 0.1273  time: 0.5242  data_time: 0.0006  lr: 3.50e-04  max_mem: 20461M
[04/30 16:15:43] fastreid.utils.events INFO:  eta: 3:10:11  iter: 9999  total_loss: 14.14  loss_cls_b1: 1.427  loss_cls_b2: 1.31  loss_cls_b21: 1.615  loss_cls_b22: 1.837  loss_cls_b3: 1.271  loss_cls_b31: 1.796  loss_cls_b32: 1.77  loss_cls_b33: 2.314  loss_triplet_b1: 0.09763  loss_triplet_b2: 0.06796  loss_triplet_b3: 0.07859  loss_triplet_b22: 0.09605  loss_triplet_b33: 0.09756  time: 0.5249  data_time: 0.0008  lr: 3.50e-04  max_mem: 20461M
[04/30 16:17:36] fastreid.utils.events INFO:  eta: 3:08:18  iter: 10199  total_loss: 14.14  loss_cls_b1: 1.437  loss_cls_b2: 1.29  loss_cls_b21: 1.647  loss_cls_b22: 1.834  loss_cls_b3: 1.287  loss_cls_b31: 1.819  loss_cls_b32: 1.772  loss_cls_b33: 2.321  loss_triplet_b1: 0.1603  loss_triplet_b2: 0.1206  loss_triplet_b3: 0.1077  loss_triplet_b22: 0.1382  loss_triplet_b33: 0.1625  time: 0.5255  data_time: 0.0006  lr: 3.50e-04  max_mem: 20461M
[04/30 16:19:29] fastreid.utils.events INFO:  eta: 3:06:22  iter: 10399  total_loss: 12.78  loss_cls_b1: 1.271  loss_cls_b2: 1.161  loss_cls_b21: 1.521  loss_cls_b22: 1.819  loss_cls_b3: 1.16  loss_cls_b31: 1.607  loss_cls_b32: 1.715  loss_cls_b33: 2.212  loss_triplet_b1: 0.09548  loss_triplet_b2: 0.07541  loss_triplet_b3: 0.06471  loss_triplet_b22: 0.08644  loss_triplet_b33: 0.1067  time: 0.5261  data_time: 0.0008  lr: 3.50e-04  max_mem: 20461M
[04/30 16:21:22] fastreid.utils.events INFO:  eta: 3:04:28  iter: 10599  total_loss: 13.69  loss_cls_b1: 1.389  loss_cls_b2: 1.235  loss_cls_b21: 1.569  loss_cls_b22: 1.728  loss_cls_b3: 1.267  loss_cls_b31: 1.828  loss_cls_b32: 1.802  loss_cls_b33: 2.353  loss_triplet_b1: 0.1039  loss_triplet_b2: 0.0759  loss_triplet_b3: 0.07532  loss_triplet_b22: 0.08417  loss_triplet_b33: 0.1081  time: 0.5266  data_time: 0.0006  lr: 3.50e-04  max_mem: 20461M
[04/30 16:23:15] fastreid.utils.events INFO:  eta: 3:02:38  iter: 10799  total_loss: 14.24  loss_cls_b1: 1.465  loss_cls_b2: 1.385  loss_cls_b21: 1.697  loss_cls_b22: 1.851  loss_cls_b3: 1.312  loss_cls_b31: 1.927  loss_cls_b32: 1.814  loss_cls_b33: 2.292  loss_triplet_b1: 0.1027  loss_triplet_b2: 0.07628  loss_triplet_b3: 0.07942  loss_triplet_b22: 0.1048  loss_triplet_b33: 0.1187  time: 0.5272  data_time: 0.0008  lr: 3.50e-04  max_mem: 20461M
[04/30 16:25:08] fastreid.utils.events INFO:  eta: 3:00:47  iter: 10999  total_loss: 14.24  loss_cls_b1: 1.466  loss_cls_b2: 1.309  loss_cls_b21: 1.693  loss_cls_b22: 1.875  loss_cls_b3: 1.264  loss_cls_b31: 1.911  loss_cls_b32: 1.845  loss_cls_b33: 2.295  loss_triplet_b1: 0.1378  loss_triplet_b2: 0.1044  loss_triplet_b3: 0.09175  loss_triplet_b22: 0.1125  loss_triplet_b33: 0.1277  time: 0.5277  data_time: 0.0006  lr: 3.50e-04  max_mem: 20461M
[04/30 16:27:01] fastreid.utils.events INFO:  eta: 2:58:55  iter: 11199  total_loss: 9.352  loss_cls_b1: 0.8969  loss_cls_b2: 0.7278  loss_cls_b21: 1.055  loss_cls_b22: 1.173  loss_cls_b3: 0.6914  loss_cls_b31: 1.295  loss_cls_b32: 1.283  loss_cls_b33: 1.782  loss_triplet_b1: 0.08654  loss_triplet_b2: 0.06194  loss_triplet_b3: 0.07008  loss_triplet_b22: 0.08513  loss_triplet_b33: 0.09835  time: 0.5282  data_time: 0.0008  lr: 3.50e-04  max_mem: 20461M
[04/30 16:28:55] fastreid.utils.events INFO:  eta: 2:57:07  iter: 11399  total_loss: 12.55  loss_cls_b1: 1.332  loss_cls_b2: 1.137  loss_cls_b21: 1.456  loss_cls_b22: 1.711  loss_cls_b3: 1.102  loss_cls_b31: 1.645  loss_cls_b32: 1.657  loss_cls_b33: 2.259  loss_triplet_b1: 0.1121  loss_triplet_b2: 0.08273  loss_triplet_b3: 0.07999  loss_triplet_b22: 0.09454  loss_triplet_b33: 0.1267  time: 0.5287  data_time: 0.0006  lr: 3.50e-04  max_mem: 20461M
[04/30 16:30:48] fastreid.utils.events INFO:  eta: 2:55:17  iter: 11599  total_loss: 9.914  loss_cls_b1: 0.987  loss_cls_b2: 0.8335  loss_cls_b21: 1.25  loss_cls_b22: 1.346  loss_cls_b3: 0.8801  loss_cls_b31: 1.362  loss_cls_b32: 1.313  loss_cls_b33: 1.738  loss_triplet_b1: 0.08286  loss_triplet_b2: 0.05916  loss_triplet_b3: 0.05181  loss_triplet_b22: 0.07528  loss_triplet_b33: 0.08243  time: 0.5292  data_time: 0.0004  lr: 3.50e-04  max_mem: 20461M
[04/30 16:32:41] fastreid.utils.events INFO:  eta: 2:53:23  iter: 11799  total_loss: 13.22  loss_cls_b1: 1.367  loss_cls_b2: 1.245  loss_cls_b21: 1.494  loss_cls_b22: 1.77  loss_cls_b3: 1.143  loss_cls_b31: 1.667  loss_cls_b32: 1.84  loss_cls_b33: 2.223  loss_triplet_b1: 0.1099  loss_triplet_b2: 0.08881  loss_triplet_b3: 0.07905  loss_triplet_b22: 0.09821  loss_triplet_b33: 0.09965  time: 0.5296  data_time: 0.0007  lr: 3.50e-04  max_mem: 20461M
[04/30 16:34:34] fastreid.utils.events INFO:  eta: 2:51:31  iter: 11999  total_loss: 11.78  loss_cls_b1: 1.227  loss_cls_b2: 1.051  loss_cls_b21: 1.318  loss_cls_b22: 1.592  loss_cls_b3: 1.06  loss_cls_b31: 1.471  loss_cls_b32: 1.482  loss_cls_b33: 2.022  loss_triplet_b1: 0.08818  loss_triplet_b2: 0.06989  loss_triplet_b3: 0.06974  loss_triplet_b22: 0.09816  loss_triplet_b33: 0.0852  time: 0.5301  data_time: 0.0005  lr: 3.50e-04  max_mem: 20461M
[04/30 16:36:27] fastreid.utils.events INFO:  eta: 2:49:42  iter: 12199  total_loss: 12.24  loss_cls_b1: 1.276  loss_cls_b2: 1.084  loss_cls_b21: 1.359  loss_cls_b22: 1.728  loss_cls_b3: 1.074  loss_cls_b31: 1.615  loss_cls_b32: 1.587  loss_cls_b33: 2.17  loss_triplet_b1: 0.09819  loss_triplet_b2: 0.07602  loss_triplet_b3: 0.07689  loss_triplet_b22: 0.07157  loss_triplet_b33: 0.07771  time: 0.5305  data_time: 0.0008  lr: 3.50e-04  max_mem: 20461M
[04/30 16:38:20] fastreid.utils.events INFO:  eta: 2:47:49  iter: 12399  total_loss: 11.39  loss_cls_b1: 1.174  loss_cls_b2: 0.9581  loss_cls_b21: 1.289  loss_cls_b22: 1.464  loss_cls_b3: 0.9685  loss_cls_b31: 1.469  loss_cls_b32: 1.481  loss_cls_b33: 1.844  loss_triplet_b1: 0.09158  loss_triplet_b2: 0.06137  loss_triplet_b3: 0.05967  loss_triplet_b22: 0.06824  loss_triplet_b33: 0.08405  time: 0.5309  data_time: 0.0005  lr: 3.50e-04  max_mem: 20461M
[04/30 16:40:13] fastreid.utils.events INFO:  eta: 2:46:03  iter: 12599  total_loss: 12.25  loss_cls_b1: 1.167  loss_cls_b2: 1.062  loss_cls_b21: 1.323  loss_cls_b22: 1.653  loss_cls_b3: 1.074  loss_cls_b31: 1.536  loss_cls_b32: 1.622  loss_cls_b33: 2.055  loss_triplet_b1: 0.09012  loss_triplet_b2: 0.07176  loss_triplet_b3: 0.07093  loss_triplet_b22: 0.08841  loss_triplet_b33: 0.09274  time: 0.5313  data_time: 0.0009  lr: 3.50e-04  max_mem: 20461M
[04/30 16:42:07] fastreid.utils.events INFO:  eta: 2:44:13  iter: 12799  total_loss: 12.06  loss_cls_b1: 1.206  loss_cls_b2: 1.008  loss_cls_b21: 1.352  loss_cls_b22: 1.535  loss_cls_b3: 1.031  loss_cls_b31: 1.694  loss_cls_b32: 1.654  loss_cls_b33: 1.982  loss_triplet_b1: 0.113  loss_triplet_b2: 0.08977  loss_triplet_b3: 0.07986  loss_triplet_b22: 0.0932  loss_triplet_b33: 0.1143  time: 0.5317  data_time: 0.0005  lr: 3.50e-04  max_mem: 20461M
[04/30 16:44:00] fastreid.utils.events INFO:  eta: 2:42:23  iter: 12999  total_loss: 11.25  loss_cls_b1: 1.197  loss_cls_b2: 0.9918  loss_cls_b21: 1.385  loss_cls_b22: 1.512  loss_cls_b3: 1.047  loss_cls_b31: 1.598  loss_cls_b32: 1.517  loss_cls_b33: 1.918  loss_triplet_b1: 0.08355  loss_triplet_b2: 0.05488  loss_triplet_b3: 0.04838  loss_triplet_b22: 0.05997  loss_triplet_b33: 0.06743  time: 0.5321  data_time: 0.0008  lr: 3.50e-04  max_mem: 20461M
[04/30 16:45:53] fastreid.utils.events INFO:  eta: 2:40:30  iter: 13199  total_loss: 12.02  loss_cls_b1: 1.168  loss_cls_b2: 1.08  loss_cls_b21: 1.337  loss_cls_b22: 1.591  loss_cls_b3: 1.044  loss_cls_b31: 1.521  loss_cls_b32: 1.621  loss_cls_b33: 2.015  loss_triplet_b1: 0.08118  loss_triplet_b2: 0.06759  loss_triplet_b3: 0.06655  loss_triplet_b22: 0.07596  loss_triplet_b33: 0.08254  time: 0.5325  data_time: 0.0006  lr: 3.50e-04  max_mem: 20461M
[04/30 16:47:46] fastreid.utils.events INFO:  eta: 2:38:40  iter: 13399  total_loss: 11.89  loss_cls_b1: 1.225  loss_cls_b2: 1.047  loss_cls_b21: 1.336  loss_cls_b22: 1.526  loss_cls_b3: 1.07  loss_cls_b31: 1.662  loss_cls_b32: 1.507  loss_cls_b33: 1.982  loss_triplet_b1: 0.08789  loss_triplet_b2: 0.06295  loss_triplet_b3: 0.05941  loss_triplet_b22: 0.0699  loss_triplet_b33: 0.07889  time: 0.5328  data_time: 0.0008  lr: 3.50e-04  max_mem: 20461M
[04/30 16:49:39] fastreid.utils.events INFO:  eta: 2:36:52  iter: 13599  total_loss: 10.4  loss_cls_b1: 1.034  loss_cls_b2: 0.8598  loss_cls_b21: 1.238  loss_cls_b22: 1.415  loss_cls_b3: 0.8383  loss_cls_b31: 1.428  loss_cls_b32: 1.448  loss_cls_b33: 1.896  loss_triplet_b1: 0.08177  loss_triplet_b2: 0.04677  loss_triplet_b3: 0.05367  loss_triplet_b22: 0.06075  loss_triplet_b33: 0.07045  time: 0.5332  data_time: 0.0006  lr: 3.50e-04  max_mem: 20461M
[04/30 16:51:33] fastreid.utils.events INFO:  eta: 2:35:05  iter: 13799  total_loss: 8.273  loss_cls_b1: 0.766  loss_cls_b2: 0.6791  loss_cls_b21: 0.8835  loss_cls_b22: 1.094  loss_cls_b3: 0.6534  loss_cls_b31: 1.175  loss_cls_b32: 1.124  loss_cls_b33: 1.371  loss_triplet_b1: 0.08039  loss_triplet_b2: 0.05462  loss_triplet_b3: 0.05443  loss_triplet_b22: 0.07622  loss_triplet_b33: 0.08095  time: 0.5336  data_time: 0.0009  lr: 3.50e-04  max_mem: 20461M
[04/30 16:53:27] fastreid.utils.events INFO:  eta: 2:33:15  iter: 13999  total_loss: 11.86  loss_cls_b1: 1.25  loss_cls_b2: 1.01  loss_cls_b21: 1.417  loss_cls_b22: 1.654  loss_cls_b3: 1.039  loss_cls_b31: 1.616  loss_cls_b32: 1.568  loss_cls_b33: 1.97  loss_triplet_b1: 0.09136  loss_triplet_b2: 0.05955  loss_triplet_b3: 0.0603  loss_triplet_b22: 0.07318  loss_triplet_b33: 0.07768  time: 0.5339  data_time: 0.0007  lr: 3.50e-04  max_mem: 20461M
[04/30 16:55:20] fastreid.utils.events INFO:  eta: 2:31:24  iter: 14199  total_loss: 9.177  loss_cls_b1: 0.8707  loss_cls_b2: 0.7166  loss_cls_b21: 0.9385  loss_cls_b22: 1.272  loss_cls_b3: 0.6889  loss_cls_b31: 1.125  loss_cls_b32: 1.227  loss_cls_b33: 1.66  loss_triplet_b1: 0.07004  loss_triplet_b2: 0.04729  loss_triplet_b3: 0.03792  loss_triplet_b22: 0.05826  loss_triplet_b33: 0.06189  time: 0.5342  data_time: 0.0004  lr: 3.50e-04  max_mem: 20461M
[04/30 16:57:13] fastreid.utils.events INFO:  eta: 2:29:32  iter: 14399  total_loss: 11  loss_cls_b1: 1.087  loss_cls_b2: 0.9659  loss_cls_b21: 1.26  loss_cls_b22: 1.547  loss_cls_b3: 0.9911  loss_cls_b31: 1.425  loss_cls_b32: 1.487  loss_cls_b33: 1.938  loss_triplet_b1: 0.07112  loss_triplet_b2: 0.05478  loss_triplet_b3: 0.05638  loss_triplet_b22: 0.06012  loss_triplet_b33: 0.05381  time: 0.5345  data_time: 0.0007  lr: 3.50e-04  max_mem: 20461M
[04/30 16:59:06] fastreid.utils.events INFO:  eta: 2:27:37  iter: 14599  total_loss: 9.735  loss_cls_b1: 0.961  loss_cls_b2: 0.8838  loss_cls_b21: 1.154  loss_cls_b22: 1.368  loss_cls_b3: 0.8406  loss_cls_b31: 1.261  loss_cls_b32: 1.349  loss_cls_b33: 1.691  loss_triplet_b1: 0.07865  loss_triplet_b2: 0.05742  loss_triplet_b3: 0.05639  loss_triplet_b22: 0.06748  loss_triplet_b33: 0.07086  time: 0.5348  data_time: 0.0004  lr: 3.50e-04  max_mem: 20461M
[04/30 17:00:59] fastreid.utils.events INFO:  eta: 2:25:40  iter: 14799  total_loss: 11.06  loss_cls_b1: 1.16  loss_cls_b2: 0.9642  loss_cls_b21: 1.309  loss_cls_b22: 1.439  loss_cls_b3: 0.9284  loss_cls_b31: 1.519  loss_cls_b32: 1.449  loss_cls_b33: 1.802  loss_triplet_b1: 0.07658  loss_triplet_b2: 0.05862  loss_triplet_b3: 0.05617  loss_triplet_b22: 0.07157  loss_triplet_b33: 0.07164  time: 0.5351  data_time: 0.0007  lr: 3.50e-04  max_mem: 20461M
[04/30 17:02:52] fastreid.utils.events INFO:  eta: 2:23:46  iter: 14999  total_loss: 10.36  loss_cls_b1: 1.092  loss_cls_b2: 0.8914  loss_cls_b21: 1.17  loss_cls_b22: 1.426  loss_cls_b3: 0.9106  loss_cls_b31: 1.399  loss_cls_b32: 1.318  loss_cls_b33: 1.77  loss_triplet_b1: 0.06973  loss_triplet_b2: 0.04787  loss_triplet_b3: 0.0465  loss_triplet_b22: 0.05493  loss_triplet_b33: 0.06019  time: 0.5354  data_time: 0.0005  lr: 3.50e-04  max_mem: 20461M
[04/30 17:04:45] fastreid.utils.events INFO:  eta: 2:21:56  iter: 15199  total_loss: 10.77  loss_cls_b1: 1.118  loss_cls_b2: 0.9485  loss_cls_b21: 1.235  loss_cls_b22: 1.479  loss_cls_b3: 0.9134  loss_cls_b31: 1.422  loss_cls_b32: 1.432  loss_cls_b33: 1.857  loss_triplet_b1: 0.07936  loss_triplet_b2: 0.05602  loss_triplet_b3: 0.05896  loss_triplet_b22: 0.06134  loss_triplet_b33: 0.06275  time: 0.5357  data_time: 0.0008  lr: 3.50e-04  max_mem: 20461M
[04/30 17:06:38] fastreid.utils.events INFO:  eta: 2:20:04  iter: 15399  total_loss: 10.25  loss_cls_b1: 1.003  loss_cls_b2: 0.8339  loss_cls_b21: 1.102  loss_cls_b22: 1.435  loss_cls_b3: 0.8744  loss_cls_b31: 1.294  loss_cls_b32: 1.373  loss_cls_b33: 1.939  loss_triplet_b1: 0.07922  loss_triplet_b2: 0.05538  loss_triplet_b3: 0.05628  loss_triplet_b22: 0.06047  loss_triplet_b33: 0.06954  time: 0.5359  data_time: 0.0005  lr: 3.50e-04  max_mem: 20461M
[04/30 17:08:31] fastreid.utils.events INFO:  eta: 2:18:12  iter: 15599  total_loss: 10.3  loss_cls_b1: 1.098  loss_cls_b2: 0.9175  loss_cls_b21: 1.21  loss_cls_b22: 1.49  loss_cls_b3: 0.8435  loss_cls_b31: 1.322  loss_cls_b32: 1.457  loss_cls_b33: 1.778  loss_triplet_b1: 0.07449  loss_triplet_b2: 0.06492  loss_triplet_b3: 0.06257  loss_triplet_b22: 0.07374  loss_triplet_b33: 0.07257  time: 0.5362  data_time: 0.0008  lr: 3.50e-04  max_mem: 20461M
[04/30 17:10:24] fastreid.utils.events INFO:  eta: 2:16:23  iter: 15799  total_loss: 10.35  loss_cls_b1: 1.071  loss_cls_b2: 0.8914  loss_cls_b21: 1.242  loss_cls_b22: 1.443  loss_cls_b3: 0.8742  loss_cls_b31: 1.385  loss_cls_b32: 1.46  loss_cls_b33: 1.879  loss_triplet_b1: 0.08739  loss_triplet_b2: 0.05225  loss_triplet_b3: 0.04582  loss_triplet_b22: 0.06093  loss_triplet_b33: 0.0648  time: 0.5365  data_time: 0.0006  lr: 3.49e-04  max_mem: 20461M
[04/30 17:12:17] fastreid.utils.events INFO:  eta: 2:14:30  iter: 15999  total_loss: 9.61  loss_cls_b1: 0.9939  loss_cls_b2: 0.7816  loss_cls_b21: 1.067  loss_cls_b22: 1.264  loss_cls_b3: 0.805  loss_cls_b31: 1.271  loss_cls_b32: 1.222  loss_cls_b33: 1.775  loss_triplet_b1: 0.0606  loss_triplet_b2: 0.03857  loss_triplet_b3: 0.0443  loss_triplet_b22: 0.05549  loss_triplet_b33: 0.05807  time: 0.5367  data_time: 0.0008  lr: 3.48e-04  max_mem: 20461M
[04/30 17:14:10] fastreid.utils.events INFO:  eta: 2:12:39  iter: 16199  total_loss: 10.1  loss_cls_b1: 1.008  loss_cls_b2: 0.8457  loss_cls_b21: 1.133  loss_cls_b22: 1.376  loss_cls_b3: 0.7856  loss_cls_b31: 1.361  loss_cls_b32: 1.321  loss_cls_b33: 1.779  loss_triplet_b1: 0.06306  loss_triplet_b2: 0.04179  loss_triplet_b3: 0.03775  loss_triplet_b22: 0.05428  loss_triplet_b33: 0.04334  time: 0.5369  data_time: 0.0006  lr: 3.47e-04  max_mem: 20461M
[04/30 17:16:04] fastreid.utils.events INFO:  eta: 2:10:48  iter: 16399  total_loss: 10.6  loss_cls_b1: 1.042  loss_cls_b2: 0.9485  loss_cls_b21: 1.144  loss_cls_b22: 1.438  loss_cls_b3: 0.9076  loss_cls_b31: 1.317  loss_cls_b32: 1.447  loss_cls_b33: 1.754  loss_triplet_b1: 0.05996  loss_triplet_b2: 0.04777  loss_triplet_b3: 0.0432  loss_triplet_b22: 0.05553  loss_triplet_b33: 0.06177  time: 0.5372  data_time: 0.0008  lr: 3.45e-04  max_mem: 20461M
[04/30 17:17:56] fastreid.utils.events INFO:  eta: 2:08:57  iter: 16599  total_loss: 10.49  loss_cls_b1: 1.03  loss_cls_b2: 0.866  loss_cls_b21: 1.129  loss_cls_b22: 1.322  loss_cls_b3: 0.8434  loss_cls_b31: 1.303  loss_cls_b32: 1.354  loss_cls_b33: 1.866  loss_triplet_b1: 0.06316  loss_triplet_b2: 0.04795  loss_triplet_b3: 0.05131  loss_triplet_b22: 0.05331  loss_triplet_b33: 0.05636  time: 0.5374  data_time: 0.0006  lr: 3.44e-04  max_mem: 20461M
[04/30 17:19:50] fastreid.utils.events INFO:  eta: 2:07:05  iter: 16799  total_loss: 7.507  loss_cls_b1: 0.7932  loss_cls_b2: 0.6523  loss_cls_b21: 0.8826  loss_cls_b22: 1.063  loss_cls_b3: 0.6016  loss_cls_b31: 1.111  loss_cls_b32: 1.027  loss_cls_b33: 1.49  loss_triplet_b1: 0.06338  loss_triplet_b2: 0.05154  loss_triplet_b3: 0.03644  loss_triplet_b22: 0.05253  loss_triplet_b33: 0.04896  time: 0.5376  data_time: 0.0006  lr: 3.41e-04  max_mem: 20461M
[04/30 17:21:43] fastreid.utils.events INFO:  eta: 2:05:17  iter: 16999  total_loss: 10.03  loss_cls_b1: 1.003  loss_cls_b2: 0.8469  loss_cls_b21: 1.199  loss_cls_b22: 1.391  loss_cls_b3: 0.8254  loss_cls_b31: 1.36  loss_cls_b32: 1.384  loss_cls_b33: 1.722  loss_triplet_b1: 0.06578  loss_triplet_b2: 0.04801  loss_triplet_b3: 0.05311  loss_triplet_b22: 0.05622  loss_triplet_b33: 0.06121  time: 0.5378  data_time: 0.0007  lr: 3.39e-04  max_mem: 20461M
[04/30 17:23:36] fastreid.utils.events INFO:  eta: 2:03:26  iter: 17199  total_loss: 8.417  loss_cls_b1: 0.8078  loss_cls_b2: 0.6811  loss_cls_b21: 1.045  loss_cls_b22: 1.151  loss_cls_b3: 0.6718  loss_cls_b31: 1.146  loss_cls_b32: 1.132  loss_cls_b33: 1.444  loss_triplet_b1: 0.05814  loss_triplet_b2: 0.04177  loss_triplet_b3: 0.03897  loss_triplet_b22: 0.05215  loss_triplet_b33: 0.04241  time: 0.5381  data_time: 0.0004  lr: 3.36e-04  max_mem: 20461M
[04/30 17:25:29] fastreid.utils.events INFO:  eta: 2:01:36  iter: 17399  total_loss: 10.1  loss_cls_b1: 1.02  loss_cls_b2: 0.8072  loss_cls_b21: 1.168  loss_cls_b22: 1.382  loss_cls_b3: 0.8522  loss_cls_b31: 1.413  loss_cls_b32: 1.39  loss_cls_b33: 1.807  loss_triplet_b1: 0.07932  loss_triplet_b2: 0.05588  loss_triplet_b3: 0.05357  loss_triplet_b22: 0.06023  loss_triplet_b33: 0.06756  time: 0.5383  data_time: 0.0007  lr: 3.34e-04  max_mem: 20461M
[04/30 17:27:22] fastreid.utils.events INFO:  eta: 1:59:44  iter: 17599  total_loss: 9.661  loss_cls_b1: 0.9453  loss_cls_b2: 0.8042  loss_cls_b21: 1.183  loss_cls_b22: 1.28  loss_cls_b3: 0.7966  loss_cls_b31: 1.341  loss_cls_b32: 1.314  loss_cls_b33: 1.568  loss_triplet_b1: 0.07494  loss_triplet_b2: 0.04971  loss_triplet_b3: 0.04855  loss_triplet_b22: 0.06264  loss_triplet_b33: 0.06195  time: 0.5385  data_time: 0.0005  lr: 3.30e-04  max_mem: 20461M
[04/30 17:29:15] fastreid.utils.events INFO:  eta: 1:57:54  iter: 17799  total_loss: 9.164  loss_cls_b1: 0.944  loss_cls_b2: 0.7704  loss_cls_b21: 1.032  loss_cls_b22: 1.306  loss_cls_b3: 0.7949  loss_cls_b31: 1.191  loss_cls_b32: 1.221  loss_cls_b33: 1.668  loss_triplet_b1: 0.05937  loss_triplet_b2: 0.03816  loss_triplet_b3: 0.0404  loss_triplet_b22: 0.04733  loss_triplet_b33: 0.04993  time: 0.5387  data_time: 0.0007  lr: 3.27e-04  max_mem: 20461M
[04/30 17:31:08] fastreid.utils.events INFO:  eta: 1:56:02  iter: 17999  total_loss: 8.657  loss_cls_b1: 0.8907  loss_cls_b2: 0.7233  loss_cls_b21: 0.9445  loss_cls_b22: 1.24  loss_cls_b3: 0.7505  loss_cls_b31: 1.185  loss_cls_b32: 1.161  loss_cls_b33: 1.581  loss_triplet_b1: 0.05708  loss_triplet_b2: 0.04892  loss_triplet_b3: 0.04816  loss_triplet_b22: 0.04426  loss_triplet_b33: 0.04153  time: 0.5389  data_time: 0.0005  lr: 3.23e-04  max_mem: 20461M
[04/30 17:33:01] fastreid.utils.events INFO:  eta: 1:54:13  iter: 18199  total_loss: 8.879  loss_cls_b1: 0.8227  loss_cls_b2: 0.6873  loss_cls_b21: 0.9983  loss_cls_b22: 1.236  loss_cls_b3: 0.7153  loss_cls_b31: 1.178  loss_cls_b32: 1.191  loss_cls_b33: 1.591  loss_triplet_b1: 0.04427  loss_triplet_b2: 0.02908  loss_triplet_b3: 0.0344  loss_triplet_b22: 0.03209  loss_triplet_b33: 0.03734  time: 0.5391  data_time: 0.0008  lr: 3.19e-04  max_mem: 20461M
[04/30 17:34:55] fastreid.utils.events INFO:  eta: 1:52:24  iter: 18399  total_loss: 8.576  loss_cls_b1: 0.9057  loss_cls_b2: 0.7155  loss_cls_b21: 0.9527  loss_cls_b22: 1.305  loss_cls_b3: 0.6502  loss_cls_b31: 1.125  loss_cls_b32: 1.201  loss_cls_b33: 1.578  loss_triplet_b1: 0.06113  loss_triplet_b2: 0.03643  loss_triplet_b3: 0.03527  loss_triplet_b22: 0.03889  loss_triplet_b33: 0.04415  time: 0.5393  data_time: 0.0005  lr: 3.15e-04  max_mem: 20461M
[04/30 17:36:48] fastreid.utils.events INFO:  eta: 1:50:34  iter: 18599  total_loss: 9.465  loss_cls_b1: 0.9499  loss_cls_b2: 0.8384  loss_cls_b21: 1.102  loss_cls_b22: 1.263  loss_cls_b3: 0.8022  loss_cls_b31: 1.279  loss_cls_b32: 1.244  loss_cls_b33: 1.68  loss_triplet_b1: 0.06878  loss_triplet_b2: 0.04297  loss_triplet_b3: 0.0381  loss_triplet_b22: 0.04519  loss_triplet_b33: 0.04955  time: 0.5395  data_time: 0.0008  lr: 3.11e-04  max_mem: 20461M
[04/30 17:38:41] fastreid.utils.events INFO:  eta: 1:48:44  iter: 18799  total_loss: 8.754  loss_cls_b1: 0.9282  loss_cls_b2: 0.747  loss_cls_b21: 1.044  loss_cls_b22: 1.241  loss_cls_b3: 0.6931  loss_cls_b31: 1.2  loss_cls_b32: 1.181  loss_cls_b33: 1.613  loss_triplet_b1: 0.05701  loss_triplet_b2: 0.03663  loss_triplet_b3: 0.03609  loss_triplet_b22: 0.04472  loss_triplet_b33: 0.03952  time: 0.5396  data_time: 0.0006  lr: 3.06e-04  max_mem: 20461M
[04/30 17:40:35] fastreid.utils.events INFO:  eta: 1:46:54  iter: 18999  total_loss: 9.09  loss_cls_b1: 0.9292  loss_cls_b2: 0.7596  loss_cls_b21: 1.029  loss_cls_b22: 1.285  loss_cls_b3: 0.803  loss_cls_b31: 1.223  loss_cls_b32: 1.249  loss_cls_b33: 1.677  loss_triplet_b1: 0.04972  loss_triplet_b2: 0.04495  loss_triplet_b3: 0.03647  loss_triplet_b22: 0.04343  loss_triplet_b33: 0.03923  time: 0.5398  data_time: 0.0009  lr: 3.01e-04  max_mem: 20461M
[04/30 17:42:28] fastreid.utils.events INFO:  eta: 1:45:01  iter: 19199  total_loss: 8.004  loss_cls_b1: 0.8218  loss_cls_b2: 0.6555  loss_cls_b21: 0.9587  loss_cls_b22: 1.151  loss_cls_b3: 0.6866  loss_cls_b31: 1.15  loss_cls_b32: 1.146  loss_cls_b33: 1.506  loss_triplet_b1: 0.055  loss_triplet_b2: 0.03984  loss_triplet_b3: 0.03988  loss_triplet_b22: 0.04717  loss_triplet_b33: 0.03829  time: 0.5400  data_time: 0.0006  lr: 2.96e-04  max_mem: 20461M
[04/30 17:44:21] fastreid.utils.events INFO:  eta: 1:43:08  iter: 19399  total_loss: 5.832  loss_cls_b1: 0.5773  loss_cls_b2: 0.4399  loss_cls_b21: 0.6577  loss_cls_b22: 0.9076  loss_cls_b3: 0.4221  loss_cls_b31: 0.7564  loss_cls_b32: 0.8059  loss_cls_b33: 1.125  loss_triplet_b1: 0.04367  loss_triplet_b2: 0.02748  loss_triplet_b3: 0.01923  loss_triplet_b22: 0.02882  loss_triplet_b33: 0.02105  time: 0.5402  data_time: 0.0010  lr: 2.91e-04  max_mem: 20461M
[04/30 17:46:14] fastreid.utils.events INFO:  eta: 1:41:15  iter: 19599  total_loss: 8.038  loss_cls_b1: 0.7854  loss_cls_b2: 0.6811  loss_cls_b21: 0.9243  loss_cls_b22: 1.184  loss_cls_b3: 0.669  loss_cls_b31: 1.16  loss_cls_b32: 1.088  loss_cls_b33: 1.426  loss_triplet_b1: 0.05307  loss_triplet_b2: 0.03517  loss_triplet_b3: 0.03379  loss_triplet_b22: 0.04702  loss_triplet_b33: 0.04332  time: 0.5403  data_time: 0.0007  lr: 2.85e-04  max_mem: 20461M
[04/30 17:48:07] fastreid.utils.events INFO:  eta: 1:39:22  iter: 19799  total_loss: 6.493  loss_cls_b1: 0.6418  loss_cls_b2: 0.5097  loss_cls_b21: 0.7717  loss_cls_b22: 0.9104  loss_cls_b3: 0.4795  loss_cls_b31: 0.9469  loss_cls_b32: 1.008  loss_cls_b33: 1.273  loss_triplet_b1: 0.04324  loss_triplet_b2: 0.02777  loss_triplet_b3: 0.02507  loss_triplet_b22: 0.03073  loss_triplet_b33: 0.02704  time: 0.5405  data_time: 0.0004  lr: 2.80e-04  max_mem: 20461M
[04/30 17:50:00] fastreid.utils.events INFO:  eta: 1:37:31  iter: 19999  total_loss: 8.615  loss_cls_b1: 0.8954  loss_cls_b2: 0.6994  loss_cls_b21: 1.004  loss_cls_b22: 1.21  loss_cls_b3: 0.6908  loss_cls_b31: 1.126  loss_cls_b32: 1.191  loss_cls_b33: 1.597  loss_triplet_b1: 0.05287  loss_triplet_b2: 0.0357  loss_triplet_b3: 0.03661  loss_triplet_b22: 0.04671  loss_triplet_b33: 0.04489  time: 0.5406  data_time: 0.0007  lr: 2.74e-04  max_mem: 20461M
[04/30 17:51:53] fastreid.utils.events INFO:  eta: 1:35:39  iter: 20199  total_loss: 7.438  loss_cls_b1: 0.699  loss_cls_b2: 0.6055  loss_cls_b21: 0.8098  loss_cls_b22: 0.9905  loss_cls_b3: 0.5897  loss_cls_b31: 1.031  loss_cls_b32: 1.017  loss_cls_b33: 1.326  loss_triplet_b1: 0.05699  loss_triplet_b2: 0.03265  loss_triplet_b3: 0.03501  loss_triplet_b22: 0.0338  loss_triplet_b33: 0.04041  time: 0.5408  data_time: 0.0004  lr: 2.68e-04  max_mem: 20461M
[04/30 17:53:47] fastreid.utils.events INFO:  eta: 1:33:48  iter: 20399  total_loss: 7.713  loss_cls_b1: 0.8176  loss_cls_b2: 0.6235  loss_cls_b21: 0.9242  loss_cls_b22: 1.157  loss_cls_b3: 0.6176  loss_cls_b31: 1.074  loss_cls_b32: 1.062  loss_cls_b33: 1.512  loss_triplet_b1: 0.05913  loss_triplet_b2: 0.03219  loss_triplet_b3: 0.03551  loss_triplet_b22: 0.03877  loss_triplet_b33: 0.04012  time: 0.5409  data_time: 0.0008  lr: 2.61e-04  max_mem: 20461M
[04/30 17:55:40] fastreid.utils.events INFO:  eta: 1:31:58  iter: 20599  total_loss: 7.177  loss_cls_b1: 0.7613  loss_cls_b2: 0.6007  loss_cls_b21: 0.8263  loss_cls_b22: 1.045  loss_cls_b3: 0.5807  loss_cls_b31: 0.9608  loss_cls_b32: 1.047  loss_cls_b33: 1.4  loss_triplet_b1: 0.0532  loss_triplet_b2: 0.04064  loss_triplet_b3: 0.03679  loss_triplet_b22: 0.04748  loss_triplet_b33: 0.03196  time: 0.5411  data_time: 0.0005  lr: 2.55e-04  max_mem: 20461M
[04/30 17:57:33] fastreid.utils.events INFO:  eta: 1:30:08  iter: 20799  total_loss: 7.257  loss_cls_b1: 0.7557  loss_cls_b2: 0.6001  loss_cls_b21: 0.8932  loss_cls_b22: 1.039  loss_cls_b3: 0.5736  loss_cls_b31: 1.008  loss_cls_b32: 1.052  loss_cls_b33: 1.342  loss_triplet_b1: 0.05074  loss_triplet_b2: 0.03162  loss_triplet_b3: 0.03266  loss_triplet_b22: 0.02748  loss_triplet_b33: 0.03396  time: 0.5412  data_time: 0.0008  lr: 2.49e-04  max_mem: 20461M
[04/30 17:59:26] fastreid.utils.events INFO:  eta: 1:28:16  iter: 20999  total_loss: 7.935  loss_cls_b1: 0.7858  loss_cls_b2: 0.6317  loss_cls_b21: 0.8353  loss_cls_b22: 1.043  loss_cls_b3: 0.6175  loss_cls_b31: 1.045  loss_cls_b32: 1.029  loss_cls_b33: 1.397  loss_triplet_b1: 0.05002  loss_triplet_b2: 0.0337  loss_triplet_b3: 0.03227  loss_triplet_b22: 0.03662  loss_triplet_b33: 0.0325  time: 0.5414  data_time: 0.0005  lr: 2.42e-04  max_mem: 20461M
[04/30 18:01:19] fastreid.utils.events INFO:  eta: 1:26:25  iter: 21199  total_loss: 7.223  loss_cls_b1: 0.6836  loss_cls_b2: 0.5707  loss_cls_b21: 0.8819  loss_cls_b22: 1.043  loss_cls_b3: 0.5551  loss_cls_b31: 1.013  loss_cls_b32: 1.043  loss_cls_b33: 1.326  loss_triplet_b1: 0.05099  loss_triplet_b2: 0.03252  loss_triplet_b3: 0.03426  loss_triplet_b22: 0.0338  loss_triplet_b33: 0.03665  time: 0.5415  data_time: 0.0008  lr: 2.35e-04  max_mem: 20461M
[04/30 18:03:12] fastreid.utils.events INFO:  eta: 1:24:35  iter: 21399  total_loss: 7.246  loss_cls_b1: 0.7122  loss_cls_b2: 0.5748  loss_cls_b21: 0.7793  loss_cls_b22: 0.9644  loss_cls_b3: 0.5957  loss_cls_b31: 0.9469  loss_cls_b32: 1.043  loss_cls_b33: 1.247  loss_triplet_b1: 0.04692  loss_triplet_b2: 0.03038  loss_triplet_b3: 0.02708  loss_triplet_b22: 0.03031  loss_triplet_b33: 0.02679  time: 0.5417  data_time: 0.0006  lr: 2.29e-04  max_mem: 20461M
[04/30 18:05:06] fastreid.utils.events INFO:  eta: 1:22:45  iter: 21599  total_loss: 6.614  loss_cls_b1: 0.6681  loss_cls_b2: 0.5183  loss_cls_b21: 0.8132  loss_cls_b22: 0.9418  loss_cls_b3: 0.5261  loss_cls_b31: 1.002  loss_cls_b32: 0.8834  loss_cls_b33: 1.312  loss_triplet_b1: 0.03911  loss_triplet_b2: 0.02338  loss_triplet_b3: 0.02476  loss_triplet_b22: 0.02874  loss_triplet_b33: 0.03221  time: 0.5418  data_time: 0.0008  lr: 2.22e-04  max_mem: 20461M
[04/30 18:06:59] fastreid.utils.events INFO:  eta: 1:20:55  iter: 21799  total_loss: 6.689  loss_cls_b1: 0.66  loss_cls_b2: 0.5368  loss_cls_b21: 0.7869  loss_cls_b22: 0.8765  loss_cls_b3: 0.5018  loss_cls_b31: 0.9786  loss_cls_b32: 0.8966  loss_cls_b33: 1.216  loss_triplet_b1: 0.03417  loss_triplet_b2: 0.02928  loss_triplet_b3: 0.03026  loss_triplet_b22: 0.02876  loss_triplet_b33: 0.02926  time: 0.5419  data_time: 0.0006  lr: 2.15e-04  max_mem: 20461M
[04/30 18:08:52] fastreid.utils.events INFO:  eta: 1:19:04  iter: 21999  total_loss: 7.2  loss_cls_b1: 0.7605  loss_cls_b2: 0.6011  loss_cls_b21: 0.8834  loss_cls_b22: 1.075  loss_cls_b3: 0.5835  loss_cls_b31: 0.9741  loss_cls_b32: 1.027  loss_cls_b33: 1.461  loss_triplet_b1: 0.05144  loss_triplet_b2: 0.02634  loss_triplet_b3: 0.0279  loss_triplet_b22: 0.03528  loss_triplet_b33: 0.02569  time: 0.5421  data_time: 0.0010  lr: 2.08e-04  max_mem: 20461M
[04/30 18:10:45] fastreid.utils.events INFO:  eta: 1:17:14  iter: 22199  total_loss: 6.74  loss_cls_b1: 0.6664  loss_cls_b2: 0.5127  loss_cls_b21: 0.7144  loss_cls_b22: 0.97  loss_cls_b3: 0.5235  loss_cls_b31: 0.8443  loss_cls_b32: 0.8937  loss_cls_b33: 1.328  loss_triplet_b1: 0.03151  loss_triplet_b2: 0.02595  loss_triplet_b3: 0.0241  loss_triplet_b22: 0.02167  loss_triplet_b33: 0.0213  time: 0.5422  data_time: 0.0007  lr: 2.01e-04  max_mem: 20461M
[04/30 18:12:38] fastreid.utils.events INFO:  eta: 1:15:23  iter: 22399  total_loss: 5.083  loss_cls_b1: 0.5393  loss_cls_b2: 0.4308  loss_cls_b21: 0.5959  loss_cls_b22: 0.6625  loss_cls_b3: 0.3862  loss_cls_b31: 0.678  loss_cls_b32: 0.7033  loss_cls_b33: 0.9324  loss_triplet_b1: 0.03009  loss_triplet_b2: 0.01994  loss_triplet_b3: 0.01701  loss_triplet_b22: 0.01856  loss_triplet_b33: 0.01618  time: 0.5423  data_time: 0.0006  lr: 1.94e-04  max_mem: 20461M
[04/30 18:14:32] fastreid.utils.events INFO:  eta: 1:13:32  iter: 22599  total_loss: 6.948  loss_cls_b1: 0.7082  loss_cls_b2: 0.5666  loss_cls_b21: 0.8101  loss_cls_b22: 0.958  loss_cls_b3: 0.5492  loss_cls_b31: 0.8891  loss_cls_b32: 1.012  loss_cls_b33: 1.335  loss_triplet_b1: 0.04561  loss_triplet_b2: 0.03367  loss_triplet_b3: 0.03007  loss_triplet_b22: 0.04044  loss_triplet_b33: 0.03658  time: 0.5425  data_time: 0.0007  lr: 1.86e-04  max_mem: 20461M
[04/30 18:16:25] fastreid.utils.events INFO:  eta: 1:11:40  iter: 22799  total_loss: 4.867  loss_cls_b1: 0.5023  loss_cls_b2: 0.3746  loss_cls_b21: 0.5744  loss_cls_b22: 0.702  loss_cls_b3: 0.3761  loss_cls_b31: 0.662  loss_cls_b32: 0.6408  loss_cls_b33: 0.9412  loss_triplet_b1: 0.03163  loss_triplet_b2: 0.01635  loss_triplet_b3: 0.01624  loss_triplet_b22: 0.01614  loss_triplet_b33: 0.01291  time: 0.5426  data_time: 0.0004  lr: 1.79e-04  max_mem: 20461M
[04/30 18:18:18] fastreid.utils.events INFO:  eta: 1:09:49  iter: 22999  total_loss: 6.217  loss_cls_b1: 0.5962  loss_cls_b2: 0.4695  loss_cls_b21: 0.6654  loss_cls_b22: 0.8935  loss_cls_b3: 0.4922  loss_cls_b31: 0.816  loss_cls_b32: 0.8563  loss_cls_b33: 1.19  loss_triplet_b1: 0.03421  loss_triplet_b2: 0.02017  loss_triplet_b3: 0.02232  loss_triplet_b22: 0.02258  loss_triplet_b33: 0.02291  time: 0.5427  data_time: 0.0007  lr: 1.72e-04  max_mem: 20461M
[04/30 18:20:11] fastreid.utils.events INFO:  eta: 1:07:57  iter: 23199  total_loss: 5.573  loss_cls_b1: 0.5715  loss_cls_b2: 0.4263  loss_cls_b21: 0.6079  loss_cls_b22: 0.7439  loss_cls_b3: 0.4443  loss_cls_b31: 0.7297  loss_cls_b32: 0.7752  loss_cls_b33: 1.048  loss_triplet_b1: 0.03237  loss_triplet_b2: 0.01949  loss_triplet_b3: 0.02276  loss_triplet_b22: 0.02191  loss_triplet_b33: 0.02215  time: 0.5428  data_time: 0.0005  lr: 1.65e-04  max_mem: 20461M
[04/30 18:22:04] fastreid.utils.events INFO:  eta: 1:06:07  iter: 23399  total_loss: 6.125  loss_cls_b1: 0.5842  loss_cls_b2: 0.4708  loss_cls_b21: 0.6938  loss_cls_b22: 0.8624  loss_cls_b3: 0.4541  loss_cls_b31: 0.8628  loss_cls_b32: 0.9113  loss_cls_b33: 1.216  loss_triplet_b1: 0.03448  loss_triplet_b2: 0.02378  loss_triplet_b3: 0.02434  loss_triplet_b22: 0.02474  loss_triplet_b33: 0.02239  time: 0.5429  data_time: 0.0007  lr: 1.58e-04  max_mem: 20461M
[04/30 18:23:57] fastreid.utils.events INFO:  eta: 1:04:16  iter: 23599  total_loss: 5.137  loss_cls_b1: 0.4765  loss_cls_b2: 0.3671  loss_cls_b21: 0.5806  loss_cls_b22: 0.7325  loss_cls_b3: 0.3677  loss_cls_b31: 0.6798  loss_cls_b32: 0.7288  loss_cls_b33: 0.9896  loss_triplet_b1: 0.03079  loss_triplet_b2: 0.02043  loss_triplet_b3: 0.01895  loss_triplet_b22: 0.02119  loss_triplet_b33: 0.01413  time: 0.5431  data_time: 0.0006  lr: 1.51e-04  max_mem: 20461M
[04/30 18:25:50] fastreid.utils.events INFO:  eta: 1:02:25  iter: 23799  total_loss: 5.896  loss_cls_b1: 0.5388  loss_cls_b2: 0.4268  loss_cls_b21: 0.6991  loss_cls_b22: 0.843  loss_cls_b3: 0.4344  loss_cls_b31: 0.7575  loss_cls_b32: 0.8109  loss_cls_b33: 1.144  loss_triplet_b1: 0.02672  loss_triplet_b2: 0.01772  loss_triplet_b3: 0.01862  loss_triplet_b22: 0.02241  loss_triplet_b33: 0.01646  time: 0.5432  data_time: 0.0008  lr: 1.43e-04  max_mem: 20461M
[04/30 18:27:44] fastreid.utils.events INFO:  eta: 1:00:34  iter: 23999  total_loss: 5.172  loss_cls_b1: 0.4974  loss_cls_b2: 0.3936  loss_cls_b21: 0.5749  loss_cls_b22: 0.7397  loss_cls_b3: 0.3932  loss_cls_b31: 0.7  loss_cls_b32: 0.7139  loss_cls_b33: 1.057  loss_triplet_b1: 0.02405  loss_triplet_b2: 0.01692  loss_triplet_b3: 0.01572  loss_triplet_b22: 0.01557  loss_triplet_b33: 0.01329  time: 0.5433  data_time: 0.0005  lr: 1.36e-04  max_mem: 20461M
[04/30 18:29:37] fastreid.utils.events INFO:  eta: 0:58:43  iter: 24199  total_loss: 5.341  loss_cls_b1: 0.5256  loss_cls_b2: 0.3987  loss_cls_b21: 0.6123  loss_cls_b22: 0.7583  loss_cls_b3: 0.4079  loss_cls_b31: 0.7529  loss_cls_b32: 0.7853  loss_cls_b33: 1.073  loss_triplet_b1: 0.02691  loss_triplet_b2: 0.01499  loss_triplet_b3: 0.0214  loss_triplet_b22: 0.01611  loss_triplet_b33: 0.01725  time: 0.5434  data_time: 0.0008  lr: 1.29e-04  max_mem: 20461M
[04/30 18:31:30] fastreid.utils.events INFO:  eta: 0:56:52  iter: 24399  total_loss: 5.204  loss_cls_b1: 0.471  loss_cls_b2: 0.3746  loss_cls_b21: 0.6552  loss_cls_b22: 0.7414  loss_cls_b3: 0.366  loss_cls_b31: 0.7218  loss_cls_b32: 0.7254  loss_cls_b33: 1.075  loss_triplet_b1: 0.02434  loss_triplet_b2: 0.01519  loss_triplet_b3: 0.01676  loss_triplet_b22: 0.02039  loss_triplet_b33: 0.01267  time: 0.5435  data_time: 0.0006  lr: 1.23e-04  max_mem: 20461M
[04/30 18:33:23] fastreid.utils.events INFO:  eta: 0:55:00  iter: 24599  total_loss: 5.094  loss_cls_b1: 0.4554  loss_cls_b2: 0.3779  loss_cls_b21: 0.603  loss_cls_b22: 0.6732  loss_cls_b3: 0.3979  loss_cls_b31: 0.6751  loss_cls_b32: 0.6933  loss_cls_b33: 0.9947  loss_triplet_b1: 0.02456  loss_triplet_b2: 0.01673  loss_triplet_b3: 0.01719  loss_triplet_b22: 0.01807  loss_triplet_b33: 0.01478  time: 0.5436  data_time: 0.0008  lr: 1.16e-04  max_mem: 20461M
[04/30 18:35:16] fastreid.utils.events INFO:  eta: 0:53:09  iter: 24799  total_loss: 5.425  loss_cls_b1: 0.5562  loss_cls_b2: 0.41  loss_cls_b21: 0.5481  loss_cls_b22: 0.7763  loss_cls_b3: 0.3545  loss_cls_b31: 0.7228  loss_cls_b32: 0.7971  loss_cls_b33: 0.986  loss_triplet_b1: 0.02485  loss_triplet_b2: 0.01441  loss_triplet_b3: 0.01736  loss_triplet_b22: 0.01813  loss_triplet_b33: 0.01502  time: 0.5437  data_time: 0.0007  lr: 1.09e-04  max_mem: 20461M
[04/30 18:37:09] fastreid.utils.events INFO:  eta: 0:51:17  iter: 24999  total_loss: 3.641  loss_cls_b1: 0.3645  loss_cls_b2: 0.267  loss_cls_b21: 0.4525  loss_cls_b22: 0.4916  loss_cls_b3: 0.2582  loss_cls_b31: 0.5391  loss_cls_b32: 0.5187  loss_cls_b33: 0.7092  loss_triplet_b1: 0.02231  loss_triplet_b2: 0.01248  loss_triplet_b3: 0.01159  loss_triplet_b22: 0.01348  loss_triplet_b33: 0.007467  time: 0.5438  data_time: 0.0010  lr: 1.02e-04  max_mem: 20461M
[04/30 18:39:02] fastreid.utils.events INFO:  eta: 0:49:26  iter: 25199  total_loss: 4.583  loss_cls_b1: 0.4432  loss_cls_b2: 0.3621  loss_cls_b21: 0.5253  loss_cls_b22: 0.6522  loss_cls_b3: 0.3703  loss_cls_b31: 0.6368  loss_cls_b32: 0.6992  loss_cls_b33: 0.8948  loss_triplet_b1: 0.02425  loss_triplet_b2: 0.01574  loss_triplet_b3: 0.01525  loss_triplet_b22: 0.01409  loss_triplet_b33: 0.01162  time: 0.5439  data_time: 0.0006  lr: 9.60e-05  max_mem: 20461M
[04/30 18:40:55] fastreid.utils.events INFO:  eta: 0:47:34  iter: 25399  total_loss: 4.168  loss_cls_b1: 0.431  loss_cls_b2: 0.3212  loss_cls_b21: 0.4877  loss_cls_b22: 0.5459  loss_cls_b3: 0.3001  loss_cls_b31: 0.5465  loss_cls_b32: 0.6365  loss_cls_b33: 0.7141  loss_triplet_b1: 0.0278  loss_triplet_b2: 0.01595  loss_triplet_b3: 0.01659  loss_triplet_b22: 0.01684  loss_triplet_b33: 0.01427  time: 0.5440  data_time: 0.0004  lr: 8.97e-05  max_mem: 20461M
[04/30 18:42:48] fastreid.utils.events INFO:  eta: 0:45:43  iter: 25599  total_loss: 4.832  loss_cls_b1: 0.4647  loss_cls_b2: 0.3818  loss_cls_b21: 0.5562  loss_cls_b22: 0.6555  loss_cls_b3: 0.3482  loss_cls_b31: 0.68  loss_cls_b32: 0.7169  loss_cls_b33: 0.9205  loss_triplet_b1: 0.02516  loss_triplet_b2: 0.01795  loss_triplet_b3: 0.01641  loss_triplet_b22: 0.01823  loss_triplet_b33: 0.01485  time: 0.5441  data_time: 0.0007  lr: 8.35e-05  max_mem: 20461M
[04/30 18:44:42] fastreid.utils.events INFO:  eta: 0:43:52  iter: 25799  total_loss: 4.014  loss_cls_b1: 0.3973  loss_cls_b2: 0.2947  loss_cls_b21: 0.4406  loss_cls_b22: 0.5906  loss_cls_b3: 0.2987  loss_cls_b31: 0.4878  loss_cls_b32: 0.5394  loss_cls_b33: 0.7841  loss_triplet_b1: 0.02273  loss_triplet_b2: 0.01011  loss_triplet_b3: 0.01323  loss_triplet_b22: 0.01144  loss_triplet_b33: 0.009313  time: 0.5442  data_time: 0.0004  lr: 7.75e-05  max_mem: 20461M
[04/30 18:46:35] fastreid.utils.events INFO:  eta: 0:42:02  iter: 25999  total_loss: 4.458  loss_cls_b1: 0.4545  loss_cls_b2: 0.332  loss_cls_b21: 0.5689  loss_cls_b22: 0.6194  loss_cls_b3: 0.3416  loss_cls_b31: 0.7137  loss_cls_b32: 0.6963  loss_cls_b33: 0.9399  loss_triplet_b1: 0.03157  loss_triplet_b2: 0.02004  loss_triplet_b3: 0.0181  loss_triplet_b22: 0.01696  loss_triplet_b33: 0.01406  time: 0.5443  data_time: 0.0007  lr: 7.16e-05  max_mem: 20461M
[04/30 18:48:28] fastreid.utils.events INFO:  eta: 0:40:10  iter: 26199  total_loss: 4.159  loss_cls_b1: 0.3718  loss_cls_b2: 0.309  loss_cls_b21: 0.4626  loss_cls_b22: 0.5802  loss_cls_b3: 0.2928  loss_cls_b31: 0.5751  loss_cls_b32: 0.5946  loss_cls_b33: 0.8363  loss_triplet_b1: 0.02033  loss_triplet_b2: 0.01366  loss_triplet_b3: 0.01322  loss_triplet_b22: 0.0146  loss_triplet_b33: 0.01097  time: 0.5444  data_time: 0.0005  lr: 6.59e-05  max_mem: 20461M
[04/30 18:50:21] fastreid.utils.events INFO:  eta: 0:38:19  iter: 26399  total_loss: 4.547  loss_cls_b1: 0.4281  loss_cls_b2: 0.3387  loss_cls_b21: 0.5089  loss_cls_b22: 0.6013  loss_cls_b3: 0.3328  loss_cls_b31: 0.6018  loss_cls_b32: 0.6505  loss_cls_b33: 0.9254  loss_triplet_b1: 0.01912  loss_triplet_b2: 0.01341  loss_triplet_b3: 0.01143  loss_triplet_b22: 0.01406  loss_triplet_b33: 0.009682  time: 0.5445  data_time: 0.0008  lr: 6.04e-05  max_mem: 20461M
[04/30 18:52:14] fastreid.utils.events INFO:  eta: 0:36:28  iter: 26599  total_loss: 4.152  loss_cls_b1: 0.3601  loss_cls_b2: 0.2957  loss_cls_b21: 0.4547  loss_cls_b22: 0.585  loss_cls_b3: 0.2987  loss_cls_b31: 0.5782  loss_cls_b32: 0.5677  loss_cls_b33: 0.8796  loss_triplet_b1: 0.02128  loss_triplet_b2: 0.009673  loss_triplet_b3: 0.009291  loss_triplet_b22: 0.01014  loss_triplet_b33: 0.006715  time: 0.5446  data_time: 0.0005  lr: 5.51e-05  max_mem: 20461M
[04/30 18:54:07] fastreid.utils.events INFO:  eta: 0:34:37  iter: 26799  total_loss: 4.207  loss_cls_b1: 0.3784  loss_cls_b2: 0.3114  loss_cls_b21: 0.4782  loss_cls_b22: 0.6017  loss_cls_b3: 0.3305  loss_cls_b31: 0.5938  loss_cls_b32: 0.6052  loss_cls_b33: 0.9184  loss_triplet_b1: 0.01889  loss_triplet_b2: 0.01415  loss_triplet_b3: 0.0159  loss_triplet_b22: 0.01573  loss_triplet_b33: 0.01276  time: 0.5447  data_time: 0.0008  lr: 5.00e-05  max_mem: 20461M
[04/30 18:56:00] fastreid.utils.events INFO:  eta: 0:32:46  iter: 26999  total_loss: 4.04  loss_cls_b1: 0.385  loss_cls_b2: 0.2958  loss_cls_b21: 0.4642  loss_cls_b22: 0.569  loss_cls_b3: 0.3225  loss_cls_b31: 0.5594  loss_cls_b32: 0.5883  loss_cls_b33: 0.773  loss_triplet_b1: 0.01901  loss_triplet_b2: 0.01229  loss_triplet_b3: 0.0159  loss_triplet_b22: 0.0134  loss_triplet_b33: 0.01178  time: 0.5448  data_time: 0.0006  lr: 4.51e-05  max_mem: 20461M
[04/30 18:57:54] fastreid.utils.events INFO:  eta: 0:30:55  iter: 27199  total_loss: 4.144  loss_cls_b1: 0.387  loss_cls_b2: 0.2889  loss_cls_b21: 0.4495  loss_cls_b22: 0.5803  loss_cls_b3: 0.2961  loss_cls_b31: 0.616  loss_cls_b32: 0.6293  loss_cls_b33: 0.877  loss_triplet_b1: 0.01856  loss_triplet_b2: 0.0105  loss_triplet_b3: 0.01227  loss_triplet_b22: 0.01072  loss_triplet_b33: 0.00943  time: 0.5448  data_time: 0.0008  lr: 4.04e-05  max_mem: 20461M
[04/30 18:59:47] fastreid.utils.events INFO:  eta: 0:29:04  iter: 27399  total_loss: 3.85  loss_cls_b1: 0.3516  loss_cls_b2: 0.2757  loss_cls_b21: 0.425  loss_cls_b22: 0.5958  loss_cls_b3: 0.2939  loss_cls_b31: 0.4995  loss_cls_b32: 0.5718  loss_cls_b33: 0.7888  loss_triplet_b1: 0.01759  loss_triplet_b2: 0.01152  loss_triplet_b3: 0.01154  loss_triplet_b22: 0.009031  loss_triplet_b33: 0.00769  time: 0.5449  data_time: 0.0005  lr: 3.60e-05  max_mem: 20461M
[04/30 19:01:40] fastreid.utils.events INFO:  eta: 0:27:13  iter: 27599  total_loss: 4.123  loss_cls_b1: 0.4077  loss_cls_b2: 0.3065  loss_cls_b21: 0.4423  loss_cls_b22: 0.5157  loss_cls_b3: 0.2963  loss_cls_b31: 0.5809  loss_cls_b32: 0.5987  loss_cls_b33: 0.7708  loss_triplet_b1: 0.01907  loss_triplet_b2: 0.0123  loss_triplet_b3: 0.01253  loss_triplet_b22: 0.01159  loss_triplet_b33: 0.00947  time: 0.5450  data_time: 0.0009  lr: 3.18e-05  max_mem: 20461M
[04/30 19:03:33] fastreid.utils.events INFO:  eta: 0:25:22  iter: 27799  total_loss: 3.864  loss_cls_b1: 0.3538  loss_cls_b2: 0.2693  loss_cls_b21: 0.4225  loss_cls_b22: 0.5617  loss_cls_b3: 0.2896  loss_cls_b31: 0.5085  loss_cls_b32: 0.5583  loss_cls_b33: 0.8128  loss_triplet_b1: 0.01809  loss_triplet_b2: 0.009913  loss_triplet_b3: 0.01252  loss_triplet_b22: 0.009004  loss_triplet_b33: 0.01034  time: 0.5451  data_time: 0.0006  lr: 2.78e-05  max_mem: 20461M
[04/30 19:05:26] fastreid.utils.events INFO:  eta: 0:23:31  iter: 27999  total_loss: 2.906  loss_cls_b1: 0.2993  loss_cls_b2: 0.2356  loss_cls_b21: 0.3438  loss_cls_b22: 0.4056  loss_cls_b3: 0.2457  loss_cls_b31: 0.3678  loss_cls_b32: 0.4717  loss_cls_b33: 0.6381  loss_triplet_b1: 0.01755  loss_triplet_b2: 0.008031  loss_triplet_b3: 0.008788  loss_triplet_b22: 0.008014  loss_triplet_b33: 0.005673  time: 0.5452  data_time: 0.0006  lr: 2.41e-05  max_mem: 20461M
[04/30 19:07:19] fastreid.utils.events INFO:  eta: 0:21:40  iter: 28199  total_loss: 3.941  loss_cls_b1: 0.366  loss_cls_b2: 0.2805  loss_cls_b21: 0.4678  loss_cls_b22: 0.5057  loss_cls_b3: 0.2935  loss_cls_b31: 0.6133  loss_cls_b32: 0.5419  loss_cls_b33: 0.7899  loss_triplet_b1: 0.01851  loss_triplet_b2: 0.008454  loss_triplet_b3: 0.01111  loss_triplet_b22: 0.0107  loss_triplet_b33: 0.008427  time: 0.5453  data_time: 0.0007  lr: 2.06e-05  max_mem: 20461M
[04/30 19:09:13] fastreid.utils.events INFO:  eta: 0:19:49  iter: 28399  total_loss: 3.374  loss_cls_b1: 0.3022  loss_cls_b2: 0.2507  loss_cls_b21: 0.3601  loss_cls_b22: 0.4728  loss_cls_b3: 0.2457  loss_cls_b31: 0.439  loss_cls_b32: 0.4587  loss_cls_b33: 0.6954  loss_triplet_b1: 0.01574  loss_triplet_b2: 0.0078  loss_triplet_b3: 0.00843  loss_triplet_b22: 0.00745  loss_triplet_b33: 0.005326  time: 0.5453  data_time: 0.0004  lr: 1.74e-05  max_mem: 20461M
[04/30 19:11:05] fastreid.utils.events INFO:  eta: 0:17:58  iter: 28599  total_loss: 3.668  loss_cls_b1: 0.3567  loss_cls_b2: 0.2641  loss_cls_b21: 0.4264  loss_cls_b22: 0.4776  loss_cls_b3: 0.2841  loss_cls_b31: 0.5579  loss_cls_b32: 0.5376  loss_cls_b33: 0.7239  loss_triplet_b1: 0.01617  loss_triplet_b2: 0.009685  loss_triplet_b3: 0.009062  loss_triplet_b22: 0.008861  loss_triplet_b33: 0.006907  time: 0.5454  data_time: 0.0007  lr: 1.45e-05  max_mem: 20461M
[04/30 19:12:59] fastreid.utils.events INFO:  eta: 0:16:06  iter: 28799  total_loss: 2.936  loss_cls_b1: 0.278  loss_cls_b2: 0.2327  loss_cls_b21: 0.3473  loss_cls_b22: 0.3792  loss_cls_b3: 0.2302  loss_cls_b31: 0.451  loss_cls_b32: 0.4103  loss_cls_b33: 0.593  loss_triplet_b1: 0.01314  loss_triplet_b2: 0.006829  loss_triplet_b3: 0.006722  loss_triplet_b22: 0.007004  loss_triplet_b33: 0.005101  time: 0.5455  data_time: 0.0005  lr: 1.19e-05  max_mem: 20461M
[04/30 19:14:52] fastreid.utils.events INFO:  eta: 0:14:15  iter: 28999  total_loss: 3.967  loss_cls_b1: 0.3644  loss_cls_b2: 0.2815  loss_cls_b21: 0.4388  loss_cls_b22: 0.5577  loss_cls_b3: 0.2893  loss_cls_b31: 0.5578  loss_cls_b32: 0.5943  loss_cls_b33: 0.8357  loss_triplet_b1: 0.02186  loss_triplet_b2: 0.01184  loss_triplet_b3: 0.01246  loss_triplet_b22: 0.01084  loss_triplet_b33: 0.01101  time: 0.5456  data_time: 0.0007  lr: 9.47e-06  max_mem: 20461M
[04/30 19:16:45] fastreid.utils.events INFO:  eta: 0:12:24  iter: 29199  total_loss: 3.453  loss_cls_b1: 0.3594  loss_cls_b2: 0.2583  loss_cls_b21: 0.4177  loss_cls_b22: 0.4792  loss_cls_b3: 0.258  loss_cls_b31: 0.4721  loss_cls_b32: 0.5015  loss_cls_b33: 0.6566  loss_triplet_b1: 0.01812  loss_triplet_b2: 0.01031  loss_triplet_b3: 0.01198  loss_triplet_b22: 0.0106  loss_triplet_b33: 0.007816  time: 0.5456  data_time: 0.0005  lr: 7.37e-06  max_mem: 20461M
[04/30 19:18:38] fastreid.utils.events INFO:  eta: 0:10:33  iter: 29399  total_loss: 3.376  loss_cls_b1: 0.2993  loss_cls_b2: 0.2343  loss_cls_b21: 0.368  loss_cls_b22: 0.4575  loss_cls_b3: 0.266  loss_cls_b31: 0.4576  loss_cls_b32: 0.4983  loss_cls_b33: 0.7432  loss_triplet_b1: 0.01488  loss_triplet_b2: 0.008799  loss_triplet_b3: 0.009682  loss_triplet_b22: 0.009693  loss_triplet_b33: 0.008308  time: 0.5457  data_time: 0.0007  lr: 5.56e-06  max_mem: 20461M
[04/30 19:20:31] fastreid.utils.events INFO:  eta: 0:08:42  iter: 29599  total_loss: 3.631  loss_cls_b1: 0.3356  loss_cls_b2: 0.2506  loss_cls_b21: 0.3948  loss_cls_b22: 0.4723  loss_cls_b3: 0.2728  loss_cls_b31: 0.5057  loss_cls_b32: 0.5545  loss_cls_b33: 0.6732  loss_triplet_b1: 0.0175  loss_triplet_b2: 0.01066  loss_triplet_b3: 0.01218  loss_triplet_b22: 0.009822  loss_triplet_b33: 0.007634  time: 0.5458  data_time: 0.0006  lr: 4.03e-06  max_mem: 20461M
[04/30 19:22:24] fastreid.utils.events INFO:  eta: 0:06:51  iter: 29799  total_loss: 3.767  loss_cls_b1: 0.3382  loss_cls_b2: 0.2702  loss_cls_b21: 0.4071  loss_cls_b22: 0.4822  loss_cls_b3: 0.2715  loss_cls_b31: 0.5211  loss_cls_b32: 0.5235  loss_cls_b33: 0.6815  loss_triplet_b1: 0.01658  loss_triplet_b2: 0.01008  loss_triplet_b3: 0.009806  loss_triplet_b22: 0.008291  loss_triplet_b33: 0.006754  time: 0.5459  data_time: 0.0008  lr: 2.80e-06  max_mem: 20461M
[04/30 19:24:18] fastreid.utils.events INFO:  eta: 0:05:00  iter: 29999  total_loss: 3.477  loss_cls_b1: 0.3251  loss_cls_b2: 0.2556  loss_cls_b21: 0.3781  loss_cls_b22: 0.4539  loss_cls_b3: 0.264  loss_cls_b31: 0.5159  loss_cls_b32: 0.5034  loss_cls_b33: 0.6857  loss_triplet_b1: 0.01607  loss_triplet_b2: 0.01072  loss_triplet_b3: 0.01074  loss_triplet_b22: 0.008818  loss_triplet_b33: 0.008592  time: 0.5459  data_time: 0.0006  lr: 1.85e-06  max_mem: 20461M
[04/30 19:26:11] fastreid.utils.events INFO:  eta: 0:03:09  iter: 30199  total_loss: 3.741  loss_cls_b1: 0.3321  loss_cls_b2: 0.2678  loss_cls_b21: 0.4182  loss_cls_b22: 0.47  loss_cls_b3: 0.2734  loss_cls_b31: 0.5158  loss_cls_b32: 0.5191  loss_cls_b33: 0.7054  loss_triplet_b1: 0.01673  loss_triplet_b2: 0.01011  loss_triplet_b3: 0.01075  loss_triplet_b22: 0.01022  loss_triplet_b33: 0.007332  time: 0.5460  data_time: 0.0008  lr: 1.20e-06  max_mem: 20461M
[04/30 19:28:04] fastreid.utils.events INFO:  eta: 0:01:18  iter: 30399  total_loss: 3.865  loss_cls_b1: 0.314  loss_cls_b2: 0.2854  loss_cls_b21: 0.4362  loss_cls_b22: 0.5867  loss_cls_b3: 0.2687  loss_cls_b31: 0.4765  loss_cls_b32: 0.6223  loss_cls_b33: 0.7614  loss_triplet_b1: 0.01529  loss_triplet_b2: 0.01043  loss_triplet_b3: 0.008541  loss_triplet_b22: 0.009457  loss_triplet_b33: 0.007674  time: 0.5461  data_time: 0.0006  lr: 8.43e-07  max_mem: 20461M
[04/30 19:29:23] fastreid.engine.defaults INFO: Prepare testing set
[04/30 19:29:23] fastreid.data.datasets.bases INFO: => Loaded MSMT17 in csv format: 
[36m| subset   | # ids   | # images   | # cameras   |
|:---------|:--------|:-----------|:------------|
| query    | 3060    | 11659      | 15          |
| gallery  | 3060    | 82161      | 15          |[0m
[04/30 19:29:23] fastreid.evaluation.evaluator INFO: Start inference on 93820 images
[04/30 19:29:34] fastreid.evaluation.evaluator INFO: Inference done 11/733. 0.0676 s / batch. ETA=0:01:34
[04/30 19:30:04] fastreid.evaluation.evaluator INFO: Inference done 228/733. 0.0618 s / batch. ETA=0:01:09
[04/30 19:30:34] fastreid.evaluation.evaluator INFO: Inference done 441/733. 0.0626 s / batch. ETA=0:00:40
[04/30 19:31:04] fastreid.evaluation.evaluator INFO: Inference done 659/733. 0.0616 s / batch. ETA=0:00:10
[04/30 19:31:16] fastreid.evaluation.evaluator INFO: Total inference time: 0:01:42.936130 (0.141396 s / batch per device)
[04/30 19:31:16] fastreid.evaluation.evaluator INFO: Total inference pure compute time: 0:00:46 (0.063335 s / batch per device)
[04/30 19:55:51] fastreid.evaluation.testing INFO: Evaluation results in csv format: 
[36m| Datasets   | Rank-1   | Rank-5   | Rank-10   | mAP    | mINP   |
|:-----------|:---------|:---------|:----------|:-------|:-------|
| MSMT17     | 88.74%   | 94.42%   | 95.83%    | 71.69% | 23.10% |[0m
[04/30 19:55:51] fastreid.utils.events INFO:  eta: 0:00:00  iter: 30539  total_loss: 3.031  loss_cls_b1: 0.2856  loss_cls_b2: 0.2238  loss_cls_b21: 0.3528  loss_cls_b22: 0.3965  loss_cls_b3: 0.2303  loss_cls_b31: 0.4013  loss_cls_b32: 0.4667  loss_cls_b33: 0.5697  loss_triplet_b1: 0.0135  loss_triplet_b2: 0.006621  loss_triplet_b3: 0.007348  loss_triplet_b22: 0.007535  loss_triplet_b33: 0.0044  time: 0.5461  data_time: 0.0004  lr: 7.70e-07  max_mem: 20461M
[04/30 19:55:51] fastreid.engine.hooks INFO: Overall training speed: 30537 iterations in 4:37:58 (0.5462 s / it)
[04/30 19:55:51] fastreid.engine.hooks INFO: Total training time: 5:09:14 (0:31:16 on hooks)
