• 大服务器配置PaddleDetection


     配置PaddleDetection

    激活环境

    (base) bim@bim-PowerEdge-R730:~$ 
    (base) bim@bim-PowerEdge-R730:~$ 
    (base) bim@bim-PowerEdge-R730:~$ conda activate wind_paddle
    (wind_paddle) bim@bim-PowerEdge-R730:~$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~$ 

     测试PaddlePaddle是否安装,测试显卡是否正常

    (wind_paddle) bim@bim-PowerEdge-R730:~$ python
    Python 3.7.0 | packaged by conda-forge | (default, Nov 12 2018, 20:15:55) 
    [GCC 7.3.0] :: Anaconda, Inc. on linux
    Type "help", "copyright", "credits" or "license" for more information.
    >>> 
    >>> 
    >>> 
    >>> 
    >>> import paddle
    >>> 
    >>> 
    >>> paddle.utils.run_check()
    Running verify PaddlePaddle program ... 
    W0325 12:26:23.599056  2118 device_context.cc:447] Please NOTE: device: 0, GPU Compute Capability: 6.0, Driver API Version: 11.4, Runtime API Version: 11.2
    W0325 12:26:23.633646  2118 device_context.cc:465] device: 0, cuDNN Version: 8.1.
    PaddlePaddle works well on 1 GPU.
    W0325 12:26:30.568997  2118 parallel_executor.cc:617] Cannot enable P2P access from 0 to 1
    W0325 12:26:30.569025  2118 parallel_executor.cc:617] Cannot enable P2P access from 1 to 0
    W0325 12:26:32.155738  2118 dynamic_loader.cc:258] You may need to install 'nccl2' from NVIDIA official website: https://developer.nvidia.com/nccl/nccl-downloadbefore install PaddlePaddle.
    WARNING:root:PaddlePaddle meets some problem with 2 GPUs. This may be caused by:
     1. There is not enough GPUs visible on your system
     2. Some GPUs are occupied by other process now
     3. NVIDIA-NCCL2 is not installed correctly on your system. Please follow instruction on https://github.com/NVIDIA/nccl-tests 
     to test your NCCL, or reinstall it following https://docs.nvidia.com/deeplearning/sdk/nccl-install-guide/index.html
    WARNING:root:
     Original Error is: (PreconditionNotMet) The third-party dynamic library (libnccl.so) that Paddle depends on is not configured correctly. (error code is libnccl.so: cannot open shared object file: No such file or directory)
      Suggestions:
      1. Check if the third-party dynamic library (e.g. CUDA, CUDNN) is installed correctly and its version is matched with paddlepaddle you installed.
      2. Configure third-party dynamic library environment variables as follows:
      - Linux: set LD_LIBRARY_PATH by `export LD_LIBRARY_PATH=...`
      - Windows: set PATH by `set PATH=XXX; (at /paddle/paddle/fluid/platform/dynload/dynamic_loader.cc:285)
    
    PaddlePaddle is installed successfully ONLY for single GPU! Let's start deep learning with PaddlePaddle now.
    >>> 
    >>> 
    >>> 
    >>> exit()
    (wind_paddle) bim@bim-PowerEdge-R730:~$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project$ cd PaddleDetection-release-2.3
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ ls
    benchmark  dataset  deploy  LICENSE  README_cn.md  README.md         scripts   static  tools
    configs    demo     docs    ppdet    README_en.md  requirements.txt  setup.py  tests
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    1、pip install -r requirements.txt


    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ pip install -r requirements.txt
    Collecting tqdm
      Downloading tqdm-4.63.1-py2.py3-none-any.whl (76 kB)
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    Collecting typeguard
      Downloading typeguard-2.13.3-py3-none-any.whl (17 kB)
    Collecting visualdl>=2.1.0
      Downloading visualdl-2.2.3-py3-none-any.whl (2.7 MB)
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    Collecting opencv-python
      Downloading opencv_python-4.5.5.64-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (60.5 MB)
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    Collecting PyYAML
      Downloading PyYAML-6.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (596 kB)
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    Collecting shapely
      Downloading Shapely-1.8.1.post1-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (2.0 MB)
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    Collecting scipy
      Downloading scipy-1.7.3-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (38.1 MB)
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    Collecting terminaltables
      Downloading terminaltables-3.1.10-py2.py3-none-any.whl (15 kB)
    Collecting Cython
      Downloading Cython-0.29.28-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl (1.9 MB)
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    Collecting pycocotools
      Downloading pycocotools-2.0.4.tar.gz (106 kB)
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      Installing build dependencies ... done
      Getting requirements to build wheel ... done
      Preparing metadata (pyproject.toml) ... done
    Requirement already satisfied: setuptools>=42.0.0 in /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages (from -r requirements.txt (line 12)) (60.10.0)
    Collecting lap
      Downloading lap-0.4.0.tar.gz (1.5 MB)
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      Preparing metadata (setup.py) ... done
    Collecting sklearn
      Downloading sklearn-0.0.tar.gz (1.1 kB)
      Preparing metadata (setup.py) ... done
    Collecting motmetrics
      Downloading motmetrics-1.2.0-py3-none-any.whl (151 kB)
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      Downloading openpyxl-3.0.9-py2.py3-none-any.whl (242 kB)
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    Collecting cython_bbox
      Downloading cython_bbox-0.1.3.tar.gz (41 kB)
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      Preparing metadata (setup.py) ... error
      error: subprocess-exited-with-error
      
      × python setup.py egg_info did not run successfully.
      │ exit code: 1
      ╰─> [6 lines of output]
          Traceback (most recent call last):
            File "<string>", line 36, in <module>
            File "<pip-setuptools-caller>", line 34, in <module>
            File "/tmp/pip-install-hlqlyo17/cython-bbox_82fae6fa12ac4a34a723b3bfcde5de64/setup.py", line 10, in <module>
              from Cython.Build import cythonize
          ModuleNotFoundError: No module named 'Cython'
          [end of output]
      
      note: This error originates from a subprocess, and is likely not a problem with pip.
    error: metadata-generation-failed
    
    × Encountered error while generating package metadata.
    ╰─> See above for output.
    
    note: This is an issue with the package mentioned above, not pip.
    hint: See above for details.
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    View Code
     

     2、pip install Cython

    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ pip install Cython
    Collecting Cython
      Using cached Cython-0.29.28-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl (1.9 MB)
    Installing collected packages: Cython
    Successfully installed Cython-0.29.28
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 

     再次运行  pip install -r requirements.txt

    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ pip install -r requirements.txt
    Collecting tqdm
      Using cached tqdm-4.63.1-py2.py3-none-any.whl (76 kB)
    Collecting typeguard
      Using cached typeguard-2.13.3-py3-none-any.whl (17 kB)
    Collecting visualdl>=2.1.0
      Using cached visualdl-2.2.3-py3-none-any.whl (2.7 MB)
    Collecting opencv-python
      Using cached opencv_python-4.5.5.64-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (60.5 MB)
    Collecting PyYAML
      Using cached PyYAML-6.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (596 kB)
    Collecting shapely
      Using cached Shapely-1.8.1.post1-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (2.0 MB)
    Collecting scipy
      Using cached scipy-1.7.3-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (38.1 MB)
    Collecting terminaltables
      Using cached terminaltables-3.1.10-py2.py3-none-any.whl (15 kB)
    Requirement already satisfied: Cython in /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages (from -r requirements.txt (line 9)) (0.29.28)
    Collecting pycocotools
      Using cached pycocotools-2.0.4.tar.gz (106 kB)
      Installing build dependencies ... done
      Getting requirements to build wheel ... done
      Preparing metadata (pyproject.toml) ... done
    Requirement already satisfied: setuptools>=42.0.0 in /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages (from -r requirements.txt (line 12)) (60.10.0)
    Collecting lap
      Using cached lap-0.4.0.tar.gz (1.5 MB)
      Preparing metadata (setup.py) ... done
    Collecting sklearn
      Using cached sklearn-0.0.tar.gz (1.1 kB)
      Preparing metadata (setup.py) ... done
    Collecting motmetrics
      Using cached motmetrics-1.2.0-py3-none-any.whl (151 kB)
    Collecting openpyxl
      Using cached openpyxl-3.0.9-py2.py3-none-any.whl (242 kB)
    Collecting cython_bbox
      Using cached cython_bbox-0.1.3.tar.gz (41 kB)
      Preparing metadata (setup.py) ... done
    Collecting Flask-Babel>=1.0.0
      Downloading Flask_Babel-2.0.0-py3-none-any.whl (9.3 kB)
    Requirement already satisfied: numpy in /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages (from visualdl>=2.1.0->-r requirements.txt (line 3)) (1.21.5)
    Collecting flask>=1.1.1
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    Collecting pandas
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    Collecting pre-commit
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    Building wheels for collected packages: pycocotools, lap, sklearn, cython_bbox, bce-python-sdk, future, py-cpuinfo
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    Installing collected packages: pytz, py-cpuinfo, nodeenv, mccabe, lap, iniconfig, distlib, cython_bbox, zipp, xmltodict, Werkzeug, typing-extensions, typeguard, tqdm, tomli, toml, threadpoolctl, terminaltables, shellcheck-py, shapely, scipy, PyYAML, python-dateutil, pyparsing, pyflakes, pycryptodome, pycodestyle, py, platformdirs, opencv-python, MarkupSafe, joblib, itsdangerous, identify, future, fonttools, filelock, et-xmlfile, cycler, cfgv, Babel, attrs, scikit-learn, pandas, packaging, openpyxl, kiwisolver, Jinja2, importlib-metadata, flake8-import-order, bce-python-sdk, virtualenv, sklearn, pluggy, matplotlib, flake8, click, pytest, pycocotools, pre-commit, flask, pytest-benchmark, Flask-Babel, visualdl, motmetrics
    Successfully installed Babel-2.9.1 Flask-Babel-2.0.0 Jinja2-3.1.0 MarkupSafe-2.1.1 PyYAML-6.0 Werkzeug-2.0.3 attrs-21.4.0 bce-python-sdk-0.8.64 cfgv-3.3.1 click-8.0.4 cycler-0.11.0 cython_bbox-0.1.3 distlib-0.3.4 et-xmlfile-1.1.0 filelock-3.6.0 flake8-4.0.1 flake8-import-order-0.18.1 flask-2.0.3 fonttools-4.31.2 future-0.18.2 identify-2.4.12 importlib-metadata-4.2.0 iniconfig-1.1.1 itsdangerous-2.1.2 joblib-1.1.0 kiwisolver-1.4.0 lap-0.4.0 matplotlib-3.5.1 mccabe-0.6.1 motmetrics-1.2.0 nodeenv-1.6.0 opencv-python-4.5.5.64 openpyxl-3.0.9 packaging-21.3 pandas-1.1.5 platformdirs-2.5.1 pluggy-1.0.0 pre-commit-2.17.0 py-1.11.0 py-cpuinfo-8.0.0 pycocotools-2.0.4 pycodestyle-2.8.0 pycryptodome-3.14.1 pyflakes-2.4.0 pyparsing-3.0.7 pytest-7.1.1 pytest-benchmark-3.4.1 python-dateutil-2.8.2 pytz-2022.1 scikit-learn-1.0.2 scipy-1.7.3 shapely-1.8.1.post1 shellcheck-py-0.8.0.4 sklearn-0.0 terminaltables-3.1.10 threadpoolctl-3.1.0 toml-0.10.2 tomli-2.0.1 tqdm-4.63.1 typeguard-2.13.3 typing-extensions-4.1.1 virtualenv-20.13.4 visualdl-2.2.3 xmltodict-0.12.0 zipp-3.7.0
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    View Code

     3、python setup.py install

    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ python setup.py install
    fatal: not a git repository (or any of the parent directories): .git
    running install
    /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages/setuptools/command/install.py:37: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools.
      setuptools.SetuptoolsDeprecationWarning,
    /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages/setuptools/command/easy_install.py:147: EasyInstallDeprecationWarning: easy_install command is deprecated. Use build and pip and other standards-based tools.
      EasyInstallDeprecationWarning,
    running bdist_egg
    running egg_info
    creating paddledet.egg-info
    writing paddledet.egg-info/PKG-INFO
    writing dependency_links to paddledet.egg-info/dependency_links.txt
    writing requirements to paddledet.egg-info/requires.txt
    writing top-level names to paddledet.egg-info/top_level.txt
    writing manifest file 'paddledet.egg-info/SOURCES.txt'
    reading manifest file 'paddledet.egg-info/SOURCES.txt'
    adding license file 'LICENSE'
    writing manifest file 'paddledet.egg-info/SOURCES.txt'
    installing library code to build/bdist.linux-x86_64/egg
    running install_lib
    running build_py
    creating build
    creating build/lib
    creating build/lib/ppdet
    copying ppdet/__init__.py -> build/lib/ppdet
    copying ppdet/optimizer.py -> build/lib/ppdet
    copying ppdet/version.py -> build/lib/ppdet
    creating build/lib/ppdet/core
    copying ppdet/core/__init__.py -> build/lib/ppdet/core
    copying ppdet/core/workspace.py -> build/lib/ppdet/core
    creating build/lib/ppdet/data
    copying ppdet/data/__init__.py -> build/lib/ppdet/data
    copying ppdet/data/reader.py -> build/lib/ppdet/data
    copying ppdet/data/shm_utils.py -> build/lib/ppdet/data
    creating build/lib/ppdet/utils
    copying ppdet/utils/__init__.py -> build/lib/ppdet/utils
    copying ppdet/utils/visualizer.py -> build/lib/ppdet/utils
    copying ppdet/utils/profiler.py -> build/lib/ppdet/utils
    copying ppdet/utils/check.py -> build/lib/ppdet/utils
    copying ppdet/utils/colormap.py -> build/lib/ppdet/utils
    copying ppdet/utils/checkpoint.py -> build/lib/ppdet/utils
    copying ppdet/utils/stats.py -> build/lib/ppdet/utils
    copying ppdet/utils/logger.py -> build/lib/ppdet/utils
    copying ppdet/utils/cli.py -> build/lib/ppdet/utils
    copying ppdet/utils/voc_utils.py -> build/lib/ppdet/utils
    copying ppdet/utils/download.py -> build/lib/ppdet/utils
    creating build/lib/ppdet/metrics
    copying ppdet/metrics/__init__.py -> build/lib/ppdet/metrics
    copying ppdet/metrics/metrics.py -> build/lib/ppdet/metrics
    copying ppdet/metrics/map_utils.py -> build/lib/ppdet/metrics
    copying ppdet/metrics/widerface_utils.py -> build/lib/ppdet/metrics
    copying ppdet/metrics/json_results.py -> build/lib/ppdet/metrics
    copying ppdet/metrics/keypoint_metrics.py -> build/lib/ppdet/metrics
    copying ppdet/metrics/mcmot_metrics.py -> build/lib/ppdet/metrics
    copying ppdet/metrics/coco_utils.py -> build/lib/ppdet/metrics
    copying ppdet/metrics/mot_metrics.py -> build/lib/ppdet/metrics
    copying ppdet/metrics/munkres.py -> build/lib/ppdet/metrics
    creating build/lib/ppdet/engine
    copying ppdet/engine/__init__.py -> build/lib/ppdet/engine
    copying ppdet/engine/callbacks.py -> build/lib/ppdet/engine
    copying ppdet/engine/export_utils.py -> build/lib/ppdet/engine
    copying ppdet/engine/tracker.py -> build/lib/ppdet/engine
    copying ppdet/engine/trainer.py -> build/lib/ppdet/engine
    copying ppdet/engine/env.py -> build/lib/ppdet/engine
    creating build/lib/ppdet/modeling
    copying ppdet/modeling/__init__.py -> build/lib/ppdet/modeling
    copying ppdet/modeling/layers.py -> build/lib/ppdet/modeling
    copying ppdet/modeling/shape_spec.py -> build/lib/ppdet/modeling
    copying ppdet/modeling/ops.py -> build/lib/ppdet/modeling
    copying ppdet/modeling/bbox_utils.py -> build/lib/ppdet/modeling
    copying ppdet/modeling/post_process.py -> build/lib/ppdet/modeling
    copying ppdet/modeling/initializer.py -> build/lib/ppdet/modeling
    copying ppdet/modeling/keypoint_utils.py -> build/lib/ppdet/modeling
    creating build/lib/ppdet/slim
    copying ppdet/slim/__init__.py -> build/lib/ppdet/slim
    copying ppdet/slim/unstructured_prune.py -> build/lib/ppdet/slim
    copying ppdet/slim/prune.py -> build/lib/ppdet/slim
    copying ppdet/slim/distill.py -> build/lib/ppdet/slim
    copying ppdet/slim/quant.py -> build/lib/ppdet/slim
    creating build/lib/ppdet/model_zoo
    copying ppdet/model_zoo/__init__.py -> build/lib/ppdet/model_zoo
    copying ppdet/model_zoo/model_zoo.py -> build/lib/ppdet/model_zoo
    creating build/lib/ppdet/core/config
    copying ppdet/core/config/__init__.py -> build/lib/ppdet/core/config
    copying ppdet/core/config/yaml_helpers.py -> build/lib/ppdet/core/config
    copying ppdet/core/config/schema.py -> build/lib/ppdet/core/config
    creating build/lib/ppdet/data/crop_utils
    copying ppdet/data/crop_utils/__init__.py -> build/lib/ppdet/data/crop_utils
    copying ppdet/data/crop_utils/chip_box_utils.py -> build/lib/ppdet/data/crop_utils
    copying ppdet/data/crop_utils/annotation_cropper.py -> build/lib/ppdet/data/crop_utils
    creating build/lib/ppdet/data/transform
    copying ppdet/data/transform/__init__.py -> build/lib/ppdet/data/transform
    copying ppdet/data/transform/atss_assigner.py -> build/lib/ppdet/data/transform
    copying ppdet/data/transform/keypoint_operators.py -> build/lib/ppdet/data/transform
    copying ppdet/data/transform/op_helper.py -> build/lib/ppdet/data/transform
    copying ppdet/data/transform/autoaugment_utils.py -> build/lib/ppdet/data/transform
    copying ppdet/data/transform/batch_operators.py -> build/lib/ppdet/data/transform
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    copying ppdet/data/source/coco.py -> build/lib/ppdet/data/source
    copying ppdet/data/source/widerface.py -> build/lib/ppdet/data/source
    copying ppdet/data/source/mot.py -> build/lib/ppdet/data/source
    copying ppdet/data/source/sniper_coco.py -> build/lib/ppdet/data/source
    copying ppdet/data/source/keypoint_coco.py -> build/lib/ppdet/data/source
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    copying ppdet/data/source/dataset.py -> build/lib/ppdet/data/source
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    copying ppdet/modeling/losses/fairmot_loss.py -> build/lib/ppdet/modeling/losses
    copying ppdet/modeling/losses/__init__.py -> build/lib/ppdet/modeling/losses
    copying ppdet/modeling/losses/iou_loss.py -> build/lib/ppdet/modeling/losses
    copying ppdet/modeling/losses/fcos_loss.py -> build/lib/ppdet/modeling/losses
    copying ppdet/modeling/losses/ssd_loss.py -> build/lib/ppdet/modeling/losses
    copying ppdet/modeling/losses/ctfocal_loss.py -> build/lib/ppdet/modeling/losses
    copying ppdet/modeling/losses/gfocal_loss.py -> build/lib/ppdet/modeling/losses
    copying ppdet/modeling/losses/keypoint_loss.py -> build/lib/ppdet/modeling/losses
    copying ppdet/modeling/losses/iou_aware_loss.py -> build/lib/ppdet/modeling/losses
    copying ppdet/modeling/losses/solov2_loss.py -> build/lib/ppdet/modeling/losses
    copying ppdet/modeling/losses/sparsercnn_loss.py -> build/lib/ppdet/modeling/losses
    copying ppdet/modeling/losses/yolo_loss.py -> build/lib/ppdet/modeling/losses
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    copying ppdet/modeling/heads/solov2_head.py -> build/lib/ppdet/modeling/heads
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    copying ppdet/modeling/heads/face_head.py -> build/lib/ppdet/modeling/heads
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    copying ppdet/modeling/backbones/hardnet.py -> build/lib/ppdet/modeling/backbones
    copying ppdet/modeling/backbones/darknet.py -> build/lib/ppdet/modeling/backbones
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    copying ppdet/modeling/backbones/lite_hrnet.py -> build/lib/ppdet/modeling/backbones
    copying ppdet/modeling/backbones/dla.py -> build/lib/ppdet/modeling/backbones
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    copying ppdet/modeling/backbones/mobilenet_v3.py -> build/lib/ppdet/modeling/backbones
    copying ppdet/modeling/backbones/hrnet.py -> build/lib/ppdet/modeling/backbones
    copying ppdet/modeling/backbones/res2net.py -> build/lib/ppdet/modeling/backbones
    copying ppdet/modeling/backbones/ghostnet.py -> build/lib/ppdet/modeling/backbones
    copying ppdet/modeling/backbones/shufflenet_v2.py -> build/lib/ppdet/modeling/backbones
    copying ppdet/modeling/backbones/lcnet.py -> build/lib/ppdet/modeling/backbones
    copying ppdet/modeling/backbones/esnet.py -> build/lib/ppdet/modeling/backbones
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    copying ppdet/modeling/backbones/vgg.py -> build/lib/ppdet/modeling/backbones
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    copying ppdet/modeling/necks/hrfpn.py -> build/lib/ppdet/modeling/necks
    copying ppdet/modeling/necks/fpn.py -> build/lib/ppdet/modeling/necks
    copying ppdet/modeling/necks/yolo_fpn.py -> build/lib/ppdet/modeling/necks
    copying ppdet/modeling/necks/centernet_fpn.py -> build/lib/ppdet/modeling/necks
    copying ppdet/modeling/necks/bifpn.py -> build/lib/ppdet/modeling/necks
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    copying ppdet/modeling/architectures/fairmot.py -> build/lib/ppdet/modeling/architectures
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    copying ppdet/modeling/mot/visualization.py -> build/lib/ppdet/modeling/mot
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    copying ppdet/model_zoo/tests/test_list_model.py -> build/lib/ppdet/model_zoo/tests
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    creating build/bdist.linux-x86_64/egg/EGG-INFO
    copying paddledet.egg-info/PKG-INFO -> build/bdist.linux-x86_64/egg/EGG-INFO
    copying paddledet.egg-info/SOURCES.txt -> build/bdist.linux-x86_64/egg/EGG-INFO
    copying paddledet.egg-info/dependency_links.txt -> build/bdist.linux-x86_64/egg/EGG-INFO
    copying paddledet.egg-info/requires.txt -> build/bdist.linux-x86_64/egg/EGG-INFO
    copying paddledet.egg-info/top_level.txt -> build/bdist.linux-x86_64/egg/EGG-INFO
    zip_safe flag not set; analyzing archive contents...
    ppdet.data.transform.__pycache__.autoaugment_utils.cpython-37: module MAY be using inspect.stack
    ppdet.modeling.tests.__pycache__.test_ops.cpython-37: module references __file__
    ppdet.modeling.tests.__pycache__.test_yolov3_loss.cpython-37: module references __file__
    creating dist
    creating 'dist/paddledet-2.3.0-py3.7.egg' and adding 'build/bdist.linux-x86_64/egg' to it
    removing 'build/bdist.linux-x86_64/egg' (and everything under it)
    Processing paddledet-2.3.0-py3.7.egg
    creating /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages/paddledet-2.3.0-py3.7.egg
    Extracting paddledet-2.3.0-py3.7.egg to /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Adding paddledet 2.3.0 to easy-install.pth file
    
    Installed /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages/paddledet-2.3.0-py3.7.egg
    Processing dependencies for paddledet==2.3.0
    Searching for typeguard==2.13.3
    Best match: typeguard 2.13.3
    Adding typeguard 2.13.3 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for visualdl==2.2.3
    Best match: visualdl 2.2.3
    Adding visualdl 2.2.3 to easy-install.pth file
    Installing visualdl script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for cython-bbox==0.1.3
    Best match: cython-bbox 0.1.3
    Adding cython-bbox 0.1.3 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for openpyxl==3.0.9
    Best match: openpyxl 3.0.9
    Adding openpyxl 3.0.9 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for motmetrics==1.2.0
    Best match: motmetrics 1.2.0
    Adding motmetrics 1.2.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for sklearn==0.0
    Best match: sklearn 0.0
    Adding sklearn 0.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for lap==0.4.0
    Best match: lap 0.4.0
    Adding lap 0.4.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for setuptools==60.10.0
    Best match: setuptools 60.10.0
    Adding setuptools 60.10.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for pycocotools==2.0.4
    Best match: pycocotools 2.0.4
    Adding pycocotools 2.0.4 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for Cython==0.29.28
    Best match: Cython 0.29.28
    Adding Cython 0.29.28 to easy-install.pth file
    Installing cygdb script to /home/bim/miniconda3/envs/wind_paddle/bin
    Installing cython script to /home/bim/miniconda3/envs/wind_paddle/bin
    Installing cythonize script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for terminaltables==3.1.10
    Best match: terminaltables 3.1.10
    Adding terminaltables 3.1.10 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for scipy==1.7.3
    Best match: scipy 1.7.3
    Adding scipy 1.7.3 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for Shapely==1.8.1.post1
    Best match: Shapely 1.8.1.post1
    Adding Shapely 1.8.1.post1 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for PyYAML==6.0
    Best match: PyYAML 6.0
    Adding PyYAML 6.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for opencv-python==4.5.5.64
    Best match: opencv-python 4.5.5.64
    Adding opencv-python 4.5.5.64 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for tqdm==4.63.1
    Best match: tqdm 4.63.1
    Adding tqdm 4.63.1 to easy-install.pth file
    Installing tqdm script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for pandas==1.1.5
    Best match: pandas 1.1.5
    Adding pandas 1.1.5 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for matplotlib==3.5.1
    Best match: matplotlib 3.5.1
    Adding matplotlib 3.5.1 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for six==1.16.0
    Best match: six 1.16.0
    Adding six 1.16.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for shellcheck-py==0.8.0.4
    Best match: shellcheck-py 0.8.0.4
    Adding shellcheck-py 0.8.0.4 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for requests==2.27.1
    Best match: requests 2.27.1
    Adding requests 2.27.1 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for protobuf==3.19.4
    Best match: protobuf 3.19.4
    Adding protobuf 3.19.4 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for pre-commit==2.17.0
    Best match: pre-commit 2.17.0
    Adding pre-commit 2.17.0 to easy-install.pth file
    Installing pre-commit script to /home/bim/miniconda3/envs/wind_paddle/bin
    Installing pre-commit-validate-config script to /home/bim/miniconda3/envs/wind_paddle/bin
    Installing pre-commit-validate-manifest script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for Pillow==9.0.1
    Best match: Pillow 9.0.1
    Adding Pillow 9.0.1 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for numpy==1.21.5
    Best match: numpy 1.21.5
    Adding numpy 1.21.5 to easy-install.pth file
    Installing f2py script to /home/bim/miniconda3/envs/wind_paddle/bin
    Installing f2py3 script to /home/bim/miniconda3/envs/wind_paddle/bin
    Installing f2py3.7 script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for Flask-Babel==2.0.0
    Best match: Flask-Babel 2.0.0
    Adding Flask-Babel 2.0.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for Flask==2.0.3
    Best match: Flask 2.0.3
    Adding Flask 2.0.3 to easy-install.pth file
    Installing flask script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for flake8==4.0.1
    Best match: flake8 4.0.1
    Adding flake8 4.0.1 to easy-install.pth file
    Installing flake8 script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for bce-python-sdk==0.8.64
    Best match: bce-python-sdk 0.8.64
    Adding bce-python-sdk 0.8.64 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for et-xmlfile==1.1.0
    Best match: et-xmlfile 1.1.0
    Adding et-xmlfile 1.1.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for pytest-benchmark==3.4.1
    Best match: pytest-benchmark 3.4.1
    Adding pytest-benchmark 3.4.1 to easy-install.pth file
    Installing py.test-benchmark script to /home/bim/miniconda3/envs/wind_paddle/bin
    Installing pytest-benchmark script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for pytest==7.1.1
    Best match: pytest 7.1.1
    Adding pytest 7.1.1 to easy-install.pth file
    Installing py.test script to /home/bim/miniconda3/envs/wind_paddle/bin
    Installing pytest script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for flake8-import-order==0.18.1
    Best match: flake8-import-order 0.18.1
    Adding flake8-import-order 0.18.1 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for xmltodict==0.12.0
    Best match: xmltodict 0.12.0
    Adding xmltodict 0.12.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for scikit-learn==1.0.2
    Best match: scikit-learn 1.0.2
    Adding scikit-learn 1.0.2 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for pytz==2022.1
    Best match: pytz 2022.1
    Adding pytz 2022.1 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for python-dateutil==2.8.2
    Best match: python-dateutil 2.8.2
    Adding python-dateutil 2.8.2 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for pyparsing==3.0.7
    Best match: pyparsing 3.0.7
    Adding pyparsing 3.0.7 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for packaging==21.3
    Best match: packaging 21.3
    Adding packaging 21.3 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for kiwisolver==1.4.0
    Best match: kiwisolver 1.4.0
    Adding kiwisolver 1.4.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for fonttools==4.31.2
    Best match: fonttools 4.31.2
    Adding fonttools 4.31.2 to easy-install.pth file
    Installing fonttools script to /home/bim/miniconda3/envs/wind_paddle/bin
    Installing pyftmerge script to /home/bim/miniconda3/envs/wind_paddle/bin
    Installing pyftsubset script to /home/bim/miniconda3/envs/wind_paddle/bin
    Installing ttx script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for cycler==0.11.0
    Best match: cycler 0.11.0
    Adding cycler 0.11.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for idna==3.3
    Best match: idna 3.3
    Adding idna 3.3 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for charset-normalizer==2.0.12
    Best match: charset-normalizer 2.0.12
    Adding charset-normalizer 2.0.12 to easy-install.pth file
    Installing normalizer script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for certifi==2021.10.8
    Best match: certifi 2021.10.8
    Adding certifi 2021.10.8 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for urllib3==1.26.9
    Best match: urllib3 1.26.9
    Adding urllib3 1.26.9 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for importlib-metadata==4.2.0
    Best match: importlib-metadata 4.2.0
    Adding importlib-metadata 4.2.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for virtualenv==20.13.4
    Best match: virtualenv 20.13.4
    Adding virtualenv 20.13.4 to easy-install.pth file
    Installing virtualenv script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for toml==0.10.2
    Best match: toml 0.10.2
    Adding toml 0.10.2 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for nodeenv==1.6.0
    Best match: nodeenv 1.6.0
    Adding nodeenv 1.6.0 to easy-install.pth file
    Installing nodeenv script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for identify==2.4.12
    Best match: identify 2.4.12
    Adding identify 2.4.12 to easy-install.pth file
    Installing identify-cli script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for cfgv==3.3.1
    Best match: cfgv 3.3.1
    Adding cfgv 3.3.1 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for Jinja2==3.1.0
    Best match: Jinja2 3.1.0
    Adding Jinja2 3.1.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for Babel==2.9.1
    Best match: Babel 2.9.1
    Adding Babel 2.9.1 to easy-install.pth file
    Installing pybabel script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for click==8.0.4
    Best match: click 8.0.4
    Adding click 8.0.4 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for itsdangerous==2.1.2
    Best match: itsdangerous 2.1.2
    Adding itsdangerous 2.1.2 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for Werkzeug==2.0.3
    Best match: Werkzeug 2.0.3
    Adding Werkzeug 2.0.3 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for pyflakes==2.4.0
    Best match: pyflakes 2.4.0
    Adding pyflakes 2.4.0 to easy-install.pth file
    Installing pyflakes script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for pycodestyle==2.8.0
    Best match: pycodestyle 2.8.0
    Adding pycodestyle 2.8.0 to easy-install.pth file
    Installing pycodestyle script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for mccabe==0.6.1
    Best match: mccabe 0.6.1
    Adding mccabe 0.6.1 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for future==0.18.2
    Best match: future 0.18.2
    Adding future 0.18.2 to easy-install.pth file
    Installing futurize script to /home/bim/miniconda3/envs/wind_paddle/bin
    Installing pasteurize script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for pycryptodome==3.14.1
    Best match: pycryptodome 3.14.1
    Adding pycryptodome 3.14.1 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for py-cpuinfo==8.0.0
    Best match: py-cpuinfo 8.0.0
    Adding py-cpuinfo 8.0.0 to easy-install.pth file
    Installing cpuinfo script to /home/bim/miniconda3/envs/wind_paddle/bin
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for tomli==2.0.1
    Best match: tomli 2.0.1
    Adding tomli 2.0.1 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for py==1.11.0
    Best match: py 1.11.0
    Adding py 1.11.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for pluggy==1.0.0
    Best match: pluggy 1.0.0
    Adding pluggy 1.0.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for iniconfig==1.1.1
    Best match: iniconfig 1.1.1
    Adding iniconfig 1.1.1 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for attrs==21.4.0
    Best match: attrs 21.4.0
    Adding attrs 21.4.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for threadpoolctl==3.1.0
    Best match: threadpoolctl 3.1.0
    Adding threadpoolctl 3.1.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for joblib==1.1.0
    Best match: joblib 1.1.0
    Adding joblib 1.1.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for typing-extensions==4.1.1
    Best match: typing-extensions 4.1.1
    Adding typing-extensions 4.1.1 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for zipp==3.7.0
    Best match: zipp 3.7.0
    Adding zipp 3.7.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for platformdirs==2.5.1
    Best match: platformdirs 2.5.1
    Adding platformdirs 2.5.1 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for filelock==3.6.0
    Best match: filelock 3.6.0
    Adding filelock 3.6.0 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for distlib==0.3.4
    Best match: distlib 0.3.4
    Adding distlib 0.3.4 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Searching for MarkupSafe==2.1.1
    Best match: MarkupSafe 2.1.1
    Adding MarkupSafe 2.1.1 to easy-install.pth file
    
    Using /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages
    Finished processing dependencies for paddledet==2.3.0
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    View Code

     4、下载数据集

    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ python dataset/coco/download_coco.py
    /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages/paddle/tensor/creation.py:130: DeprecationWarning: `np.object` is a deprecated alias for the builtin `object`. To silence this warning, use `object` by itself. Doing this will not modify any behavior and is safe. 
    Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
      if data.dtype == np.object:
    Warning: import ppdet from source directory without installing, run 'python setup.py install' to install ppdet firstly
    [03/25 12:52:08] ppdet.utils.download INFO: Downloading train2017.zip from http://images.cocodataset.org/zips/train2017.zip
    100%|███████████████████████████████████████████████████████████████████████████████████| 18883655/18883655 [27:59<00:00, 11244.25KB/s]
    [03/25 13:20:08] ppdet.utils.download INFO: Decompressing /home/bim/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3/dataset/coco/train2017.zip...
    [03/25 13:21:18] ppdet.utils.download INFO: Downloading val2017.zip from http://images.cocodataset.org/zips/val2017.zip
    100%|███████████████████████████████████████████████████████████████████████████████████████████████████████| 796471/796471 [03:04<00:00, 4323.43KB/s]
    [03/25 13:24:23] ppdet.utils.download INFO: Decompressing /home/bim/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3/dataset/coco/val2017.zip...
    [03/25 13:24:26] ppdet.utils.download INFO: Downloading annotations_trainval2017.zip from http://images.cocodataset.org/annotations/annotations_trainval2017.zip
    100%|███████████████████████████████████████████████████████████████████████████████████████████████████████| 246981/246981 [01:17<00:00, 3179.69KB/s]
    [03/25 13:25:44] ppdet.utils.download INFO: Decompressing /home/bim/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3/dataset/coco/annotations_trainval2017.zip...
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    View Code

     5、运行训练

    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ 
    (wind_paddle) bim@bim-PowerEdge-R730:~/Desktop/PaddlePaddle_Project/PaddleDetection-release-2.3$ python tools/train.py -c configs/yolov3/yolov3_darknet53_100e_coco.yml --eval
    /home/bim/miniconda3/envs/wind_paddle/lib/python3.7/site-packages/paddle/tensor/creation.py:130: DeprecationWarning: `np.object` is a deprecated alias for the builtin `object`. To silence this warning, use `object` by itself. Doing this will not modify any behavior and is safe. 
    Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations
      if data.dtype == np.object:
    loading annotations into memory...
    Done (t=14.59s)
    creating index...
    index created!
    [03/25 13:42:14] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 200365, area: 0.0 x1: 296.65, y1: 388.33, x2: 297.67999999999995, y2: 388.33.
    [03/25 13:42:26] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 550395, area: 0.0 x1: 9.98, y1: 188.56, x2: 15.52, y2: 188.56.
    W0325 13:42:29.992605  7922 device_context.cc:447] Please NOTE: device: 0, GPU Compute Capability: 6.0, Driver API Version: 11.4, Runtime API Version: 11.2
    W0325 13:42:29.996593  7922 device_context.cc:465] device: 0, cuDNN Version: 8.1.
    [03/25 13:42:31] ppdet.utils.download INFO: Downloading DarkNet53_pretrained.pdparams from https://paddledet.bj.bcebos.com/models/pretrained/DarkNet53_pretrained.pdparams
    100%|███████████████████████████████████████████████████████████████████████████████████████████████████████| 158704/158704 [00:28<00:00, 5485.76KB/s]
    [03/25 13:43:00] ppdet.utils.checkpoint INFO: Finish loading model weights: /home/bim/.cache/paddle/weights/DarkNet53_pretrained.pdparams
    [03/25 13:43:03] ppdet.engine INFO: Epoch: [0] [    0/14658] learning_rate: 0.000000 loss_xy: 11.551288 loss_wh: 15.837608 loss_obj: 19109.460938 loss_cls: 228.105225 loss: 19364.955078 eta: 46 days, 10:18:35 batch_cost: 2.7367 data_cost: 0.0005 ips: 2.9232 images/s
    [03/25 13:43:12] ppdet.engine INFO: Epoch: [0] [   20/14658] learning_rate: 0.000001 loss_xy: 16.614548 loss_wh: 22.045448 loss_obj: 7640.940918 loss_cls: 346.112793 loss: 7910.713867 eta: 9 days, 12:33:57 batch_cost: 0.4526 data_cost: 0.0002 ips: 17.6758 images/s
    [03/25 13:43:20] ppdet.engine INFO: Epoch: [0] [   40/14658] learning_rate: 0.000001 loss_xy: 16.776226 loss_wh: 21.131901 loss_obj: 645.635559 loss_cls: 335.212219 loss: 1057.116577 eta: 8 days, 5:58:40 batch_cost: 0.4074 data_cost: 0.0002 ips: 19.6381 images/s
    [03/25 13:43:29] ppdet.engine INFO: Epoch: [0] [   60/14658] learning_rate: 0.000002 loss_xy: 15.975224 loss_wh: 18.644918 loss_obj: 214.142288 loss_cls: 317.830078 loss: 540.361267 eta: 7 days, 21:18:04 batch_cost: 0.4213 data_cost: 0.0002 ips: 18.9902 images/s
    [03/25 13:43:38] ppdet.engine INFO: Epoch: [0] [   80/14658] learning_rate: 0.000003 loss_xy: 17.642136 loss_wh: 20.928831 loss_obj: 123.122002 loss_cls: 339.704224 loss: 488.455688 eta: 7 days, 22:33:03 batch_cost: 0.4774 data_cost: 0.0002 ips: 16.7575 images/s
    [03/25 13:43:47] ppdet.engine INFO: Epoch: [0] [  100/14658] learning_rate: 0.000003 loss_xy: 17.976961 loss_wh: 19.971008 loss_obj: 94.235451 loss_cls: 355.096375 loss: 496.329956 eta: 7 days, 21:38:49 batch_cost: 0.4568 data_cost: 0.0002 ips: 17.5116 images/s
    [03/25 13:43:56] ppdet.engine INFO: Epoch: [0] [  120/14658] learning_rate: 0.000004 loss_xy: 16.760544 loss_wh: 19.053991 loss_obj: 77.645905 loss_cls: 342.928467 loss: 452.497681 eta: 7 days, 18:36:35 batch_cost: 0.4207 data_cost: 0.0002 ips: 19.0154 images/s
    [03/25 13:44:04] ppdet.engine INFO: Epoch: [0] [  140/14658] learning_rate: 0.000004 loss_xy: 14.021685 loss_wh: 15.386627 loss_obj: 64.069565 loss_cls: 267.430115 loss: 372.184906 eta: 7 days, 16:31:20 batch_cost: 0.4222 data_cost: 0.0002 ips: 18.9463 images/s
    [03/25 13:44:12] ppdet.engine INFO: Epoch: [0] [  160/14658] learning_rate: 0.000005 loss_xy: 15.608168 loss_wh: 16.643530 loss_obj: 61.630798 loss_cls: 303.453125 loss: 388.451904 eta: 7 days, 13:07:10 batch_cost: 0.3860 data_cost: 0.0002 ips: 20.7256 images/s
    [03/25 13:44:20] ppdet.engine INFO: Epoch: [0] [  180/14658] learning_rate: 0.000006 loss_xy: 14.396395 loss_wh: 15.346459 loss_obj: 53.026443 loss_cls: 275.054504 loss: 359.816986 eta: 7 days, 9:42:06 batch_cost: 0.3690 data_cost: 0.0002 ips: 21.6826 images/s
    [03/25 13:44:28] ppdet.engine INFO: Epoch: [0] [  200/14658] learning_rate: 0.000006 loss_xy: 13.085641 loss_wh: 14.389889 loss_obj: 51.739151 loss_cls: 248.762039 loss: 323.682739 eta: 7 days, 8:12:12 batch_cost: 0.3996 data_cost: 0.0002 ips: 20.0223 images/s
    [03/25 13:44:35] ppdet.engine INFO: Epoch: [0] [  220/14658] learning_rate: 0.000007 loss_xy: 17.436787 loss_wh: 16.465744 loss_obj: 49.641998 loss_cls: 307.413879 loss: 396.413696 eta: 7 days, 5:29:34 batch_cost: 0.3593 data_cost: 0.0002 ips: 22.2649 images/s
    [03/25 13:44:44] ppdet.engine INFO: Epoch: [0] [  240/14658] learning_rate: 0.000008 loss_xy: 16.163858 loss_wh: 16.561329 loss_obj: 54.686386 loss_cls: 255.122406 loss: 348.010559 eta: 7 days, 5:55:43 batch_cost: 0.4391 data_cost: 0.0002 ips: 18.2179 images/s
    [03/25 13:44:51] ppdet.engine INFO: Epoch: [0] [  260/14658] learning_rate: 0.000008 loss_xy: 16.137671 loss_wh: 16.204327 loss_obj: 47.905704 loss_cls: 246.474487 loss: 326.067932 eta: 7 days, 4:42:40 batch_cost: 0.3883 data_cost: 0.0002 ips: 20.6034 images/s
    [03/25 13:44:59] ppdet.engine INFO: Epoch: [0] [  280/14658] learning_rate: 0.000009 loss_xy: 16.436501 loss_wh: 16.214714 loss_obj: 51.461403 loss_cls: 234.019104 loss: 321.133850 eta: 7 days, 3:43:35 batch_cost: 0.3903 data_cost: 0.0002 ips: 20.4944 images/s
    [03/25 13:45:08] ppdet.engine INFO: Epoch: [0] [  300/14658] learning_rate: 0.000009 loss_xy: 15.630550 loss_wh: 15.996454 loss_obj: 50.061722 loss_cls: 199.537415 loss: 282.664551 eta: 7 days, 3:52:17 batch_cost: 0.4273 data_cost: 0.0002 ips: 18.7228 images/s
    [03/25 13:45:17] ppdet.engine INFO: Epoch: [0] [  320/14658] learning_rate: 0.000010 loss_xy: 15.176094 loss_wh: 16.028824 loss_obj: 47.843414 loss_cls: 183.140930 loss: 267.005310 eta: 7 days, 4:20:40 batch_cost: 0.4410 data_cost: 0.0002 ips: 18.1426 images/s
    View Code

     

     

    参考:https://github.com/PaddlePaddle/PaddleDetection

    ############################

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  • 原文地址:https://www.cnblogs.com/herd/p/16054133.html
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