VVsssssk b6c16d01db
[Unittest]: Add onnxruntime and tensorrt ops unit test (#96)
* add ncnn test exporter in test_ops.py

* add ncnn test exporter in utils.py

* add onnxruntime and tensorrt ops test

* fix blank line

* fix comment
add nms ops test

* remove nms test

* add test sample
add dockerstring

* remove nms test

* fix grid_sample
add type hind

* fix problem

* fix dockerstring
2021-09-27 11:16:23 +08:00
2021-09-01 15:43:49 +08:00
2021-09-01 15:43:49 +08:00
2021-09-16 11:04:56 +08:00
2021-09-16 10:26:09 +08:00

MMDeployment

Installation

  • Build backend ops

    • update submodule

      git submodule update --init
      
    • Build with onnxruntime support

      mkdir build
      cd build
      cmake -DBUILD_ONNXRUNTIME_OPS=ON -DONNXRUNTIME_DIR=${PATH_TO_ONNXRUNTIME} ..
      make -j10
      
    • Build with tensorrt support

      mkdir build
      cd build
      cmake -DBUILD_TENSORRT_OPS=ON -DTENSORRT_DIR=${PATH_TO_TENSORRT} ..
      make -j10
      
    • Build with ncnn support

      mkdir build
      cd build
      cmake -DBUILD_NCNN_OPS=ON -DNCNN_DIR=${PATH_TO_NCNN} ..
      make -j10
      
    • Or you can add multiple flags to build multiple backend ops.

  • Setup project

    python setup.py develop
    

Usage

python ./tools/deploy.py \
    ${DEPLOY_CFG_PATH} \
    ${MODEL_CFG_PATH} \
    ${MODEL_CHECKPOINT_PATH} \
    ${INPUT_IMG} \
    --work-dir ${WORK_DIR} \
    --device ${DEVICE} \
    --log-level INFO
Languages
Python 46.6%
C++ 41.3%
Cuda 4.4%
CMake 2%
C# 1.9%
Other 3.8%