Issue building MMDeploy with latest ppl.cv master

[tehkillerbee]

Hello
Thank you for this project. I have been attempting to build MMDeploy according to the documentation.

Specifically, I am trying to build the SDK with TensorRT support, according to the documentation listed here:
https://mmdeploy.readthedocs.io/en/latest/build.html

I have built ppl.cv using ./build.sh cuda, as instructed (latest version from master). All required dependencies are also installed.

I run the build as outlined here (adapted from the documentation). I rely on cmake to detect Tensorrt and this is working correctly.

cd MMDeploy
mkdir build && cd build
cmake .. \
  -DMMDEPLOY_BUILD_SDK=ON \
  -Dpplcv_DIR=/home/user/project/ppl.cv/cuda-build/install/lib/cmake/ppl \
  -DMMDEPLOY_TARGET_DEVICES="cuda;cpu" \
  -DMMDEPLOY_TARGET_BACKENDS=trt \
  -DMMDEPLOY_CODEBASES=all
cmake --build . -- -j$(nproc) && cmake --install .

When building MMDeploy, however, I get the following error:

[ 62%] Building CUDA object csrc/preprocess/cuda/CMakeFiles/mmdeploy_cuda_transform_impl.dir/crop.cu.o
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp: In member function ‘mmdeploy::Result<void> mmdeploy::cuda::ResizeImpl::ResizeLinear(const mmdeploy::Tensor&, mmdeploy::Tensor&, cudaStream_t)’:
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:51:30: error: ‘ResizeLinear’ is not a member of ‘ppl::cv::cuda’
   51 |         ret = ppl::cv::cuda::ResizeLinear<uint8_t, 1>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:51:50: error: expected primary-expression before ‘,’ token
   51 |         ret = ppl::cv::cuda::ResizeLinear<uint8_t, 1>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                                  ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:52:72: error: ISO C++ forbids comparison between pointer and integer [-fpermissive]
   52 |                                                       dst_w * c, output);
      |                                                                        ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:54:30: error: ‘ResizeLinear’ is not a member of ‘ppl::cv::cuda’
   54 |         ret = ppl::cv::cuda::ResizeLinear<uint8_t, 3>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:54:50: error: expected primary-expression before ‘,’ token
   54 |         ret = ppl::cv::cuda::ResizeLinear<uint8_t, 3>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                                  ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:55:72: error: ISO C++ forbids comparison between pointer and integer [-fpermissive]
   55 |                                                       dst_w * c, output);
      |                                                                        ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:57:30: error: ‘ResizeLinear’ is not a member of ‘ppl::cv::cuda’
   57 |         ret = ppl::cv::cuda::ResizeLinear<uint8_t, 4>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:57:50: error: expected primary-expression before ‘,’ token
   57 |         ret = ppl::cv::cuda::ResizeLinear<uint8_t, 4>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                                  ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:58:72: error: ISO C++ forbids comparison between pointer and integer [-fpermissive]
   58 |                                                       dst_w * c, output);
      |                                                                        ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:67:30: error: ‘ResizeLinear’ is not a member of ‘ppl::cv::cuda’
   67 |         ret = ppl::cv::cuda::ResizeLinear<float, 1>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:67:43: error: expected primary-expression before ‘float’
   67 |         ret = ppl::cv::cuda::ResizeLinear<float, 1>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                           ^~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:70:30: error: ‘ResizeLinear’ is not a member of ‘ppl::cv::cuda’
   70 |         ret = ppl::cv::cuda::ResizeLinear<float, 3>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:70:43: error: expected primary-expression before ‘float’
   70 |         ret = ppl::cv::cuda::ResizeLinear<float, 3>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                           ^~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:73:30: error: ‘ResizeLinear’ is not a member of ‘ppl::cv::cuda’
   73 |         ret = ppl::cv::cuda::ResizeLinear<float, 4>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:73:43: error: expected primary-expression before ‘float’
   73 |         ret = ppl::cv::cuda::ResizeLinear<float, 4>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                           ^~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp: In member function ‘mmdeploy::Result<void> mmdeploy::cuda::ResizeImpl::ResizeNearest(const mmdeploy::Tensor&, mmdeploy::Tensor&, cudaStream_t)’:
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:99:30: error: ‘ResizeNearestPoint’ is not a member of ‘ppl::cv::cuda’
   99 |         ret = ppl::cv::cuda::ResizeNearestPoint<uint8_t, 1>(stream, h, w, w * c, input, dst_h,
      |                              ^~~~~~~~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:99:56: error: expected primary-expression before ‘,’ token
   99 |         ret = ppl::cv::cuda::ResizeNearestPoint<uint8_t, 1>(stream, h, w, w * c, input, dst_h,
      |                                                        ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:100:85: error: ISO C++ forbids comparison between pointer and integer [-fpermissive]
  100 |                                                             dst_w, dst_w * c, output);
      |                                                                                     ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:102:30: error: ‘ResizeNearestPoint’ is not a member of ‘ppl::cv::cuda’
  102 |         ret = ppl::cv::cuda::ResizeNearestPoint<uint8_t, 3>(stream, h, w, w * c, input, dst_h,
      |                              ^~~~~~~~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:102:56: error: expected primary-expression before ‘,’ token
  102 |         ret = ppl::cv::cuda::ResizeNearestPoint<uint8_t, 3>(stream, h, w, w * c, input, dst_h,
      |                                                        ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:103:85: error: ISO C++ forbids comparison between pointer and integer [-fpermissive]
  103 |                                                             dst_w, dst_w * c, output);
      |                                                                                     ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:105:30: error: ‘ResizeNearestPoint’ is not a member of ‘ppl::cv::cuda’
  105 |         ret = ppl::cv::cuda::ResizeNearestPoint<uint8_t, 4>(stream, h, w, w * c, input, dst_h,
      |                              ^~~~~~~~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:105:56: error: expected primary-expression before ‘,’ token
  105 |         ret = ppl::cv::cuda::ResizeNearestPoint<uint8_t, 4>(stream, h, w, w * c, input, dst_h,
      |                                                        ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:106:85: error: ISO C++ forbids comparison between pointer and integer [-fpermissive]
  106 |                                                             dst_w, dst_w * c, output);
      |                                                                                     ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:115:30: error: ‘ResizeNearestPoint’ is not a member of ‘ppl::cv::cuda’
  115 |         ret = ppl::cv::cuda::ResizeNearestPoint<float, 1>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:115:49: error: expected primary-expression before ‘float’
  115 |         ret = ppl::cv::cuda::ResizeNearestPoint<float, 1>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                                 ^~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:118:30: error: ‘ResizeNearestPoint’ is not a member of ‘ppl::cv::cuda’
  118 |         ret = ppl::cv::cuda::ResizeNearestPoint<float, 3>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:118:49: error: expected primary-expression before ‘float’
  118 |         ret = ppl::cv::cuda::ResizeNearestPoint<float, 3>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                                 ^~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:121:30: error: ‘ResizeNearestPoint’ is not a member of ‘ppl::cv::cuda’
  121 |         ret = ppl::cv::cuda::ResizeNearestPoint<float, 4>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:121:49: error: expected primary-expression before ‘float’
  121 |         ret = ppl::cv::cuda::ResizeNearestPoint<float, 4>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                                 ^~~~~

It looks like ResizeLinear() and ResizeNearestPoint() has been replaced with Resize(.., ppl::cv::INTERPOLATION_TYPE_xx) where an optional input argument has been added.

The solution should be to replace the above functions with Resize(..) with the last argument set according to the resize type.
I will try to make a PR, if the above solution works as expected.

[najingligong1111]

Hello Thank you for this project. I have been attempting to build MMDeploy according to the documentation.

Specifically, I am trying to build the SDK with TensorRT support, according to the documentation listed here: https://mmdeploy.readthedocs.io/en/latest/build.html

I have built ppl.cv using ./build.sh cuda, as instructed (latest version from master). All required dependencies are also installed.

I run the build as outlined here (adapted from the documentation). I rely on cmake to detect Tensorrt and this is working correctly.

cd MMDeploy
mkdir build && cd build
cmake .. \
  -DMMDEPLOY_BUILD_SDK=ON \
  -Dpplcv_DIR=/home/user/project/ppl.cv/cuda-build/install/lib/cmake/ppl \
  -DMMDEPLOY_TARGET_DEVICES="cuda;cpu" \
  -DMMDEPLOY_TARGET_BACKENDS=trt \
  -DMMDEPLOY_CODEBASES=all
cmake --build . -- -j$(nproc) && cmake --install .

When building MMDeploy, however, I get the following error:

[ 62%] Building CUDA object csrc/preprocess/cuda/CMakeFiles/mmdeploy_cuda_transform_impl.dir/crop.cu.o
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp: In member function ‘mmdeploy::Result<void> mmdeploy::cuda::ResizeImpl::ResizeLinear(const mmdeploy::Tensor&, mmdeploy::Tensor&, cudaStream_t)’:
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:51:30: error: ‘ResizeLinear’ is not a member of ‘ppl::cv::cuda’
   51 |         ret = ppl::cv::cuda::ResizeLinear<uint8_t, 1>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:51:50: error: expected primary-expression before ‘,’ token
   51 |         ret = ppl::cv::cuda::ResizeLinear<uint8_t, 1>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                                  ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:52:72: error: ISO C++ forbids comparison between pointer and integer [-fpermissive]
   52 |                                                       dst_w * c, output);
      |                                                                        ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:54:30: error: ‘ResizeLinear’ is not a member of ‘ppl::cv::cuda’
   54 |         ret = ppl::cv::cuda::ResizeLinear<uint8_t, 3>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:54:50: error: expected primary-expression before ‘,’ token
   54 |         ret = ppl::cv::cuda::ResizeLinear<uint8_t, 3>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                                  ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:55:72: error: ISO C++ forbids comparison between pointer and integer [-fpermissive]
   55 |                                                       dst_w * c, output);
      |                                                                        ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:57:30: error: ‘ResizeLinear’ is not a member of ‘ppl::cv::cuda’
   57 |         ret = ppl::cv::cuda::ResizeLinear<uint8_t, 4>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:57:50: error: expected primary-expression before ‘,’ token
   57 |         ret = ppl::cv::cuda::ResizeLinear<uint8_t, 4>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                                  ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:58:72: error: ISO C++ forbids comparison between pointer and integer [-fpermissive]
   58 |                                                       dst_w * c, output);
      |                                                                        ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:67:30: error: ‘ResizeLinear’ is not a member of ‘ppl::cv::cuda’
   67 |         ret = ppl::cv::cuda::ResizeLinear<float, 1>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:67:43: error: expected primary-expression before ‘float’
   67 |         ret = ppl::cv::cuda::ResizeLinear<float, 1>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                           ^~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:70:30: error: ‘ResizeLinear’ is not a member of ‘ppl::cv::cuda’
   70 |         ret = ppl::cv::cuda::ResizeLinear<float, 3>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:70:43: error: expected primary-expression before ‘float’
   70 |         ret = ppl::cv::cuda::ResizeLinear<float, 3>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                           ^~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:73:30: error: ‘ResizeLinear’ is not a member of ‘ppl::cv::cuda’
   73 |         ret = ppl::cv::cuda::ResizeLinear<float, 4>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:73:43: error: expected primary-expression before ‘float’
   73 |         ret = ppl::cv::cuda::ResizeLinear<float, 4>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                           ^~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp: In member function ‘mmdeploy::Result<void> mmdeploy::cuda::ResizeImpl::ResizeNearest(const mmdeploy::Tensor&, mmdeploy::Tensor&, cudaStream_t)’:
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:99:30: error: ‘ResizeNearestPoint’ is not a member of ‘ppl::cv::cuda’
   99 |         ret = ppl::cv::cuda::ResizeNearestPoint<uint8_t, 1>(stream, h, w, w * c, input, dst_h,
      |                              ^~~~~~~~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:99:56: error: expected primary-expression before ‘,’ token
   99 |         ret = ppl::cv::cuda::ResizeNearestPoint<uint8_t, 1>(stream, h, w, w * c, input, dst_h,
      |                                                        ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:100:85: error: ISO C++ forbids comparison between pointer and integer [-fpermissive]
  100 |                                                             dst_w, dst_w * c, output);
      |                                                                                     ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:102:30: error: ‘ResizeNearestPoint’ is not a member of ‘ppl::cv::cuda’
  102 |         ret = ppl::cv::cuda::ResizeNearestPoint<uint8_t, 3>(stream, h, w, w * c, input, dst_h,
      |                              ^~~~~~~~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:102:56: error: expected primary-expression before ‘,’ token
  102 |         ret = ppl::cv::cuda::ResizeNearestPoint<uint8_t, 3>(stream, h, w, w * c, input, dst_h,
      |                                                        ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:103:85: error: ISO C++ forbids comparison between pointer and integer [-fpermissive]
  103 |                                                             dst_w, dst_w * c, output);
      |                                                                                     ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:105:30: error: ‘ResizeNearestPoint’ is not a member of ‘ppl::cv::cuda’
  105 |         ret = ppl::cv::cuda::ResizeNearestPoint<uint8_t, 4>(stream, h, w, w * c, input, dst_h,
      |                              ^~~~~~~~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:105:56: error: expected primary-expression before ‘,’ token
  105 |         ret = ppl::cv::cuda::ResizeNearestPoint<uint8_t, 4>(stream, h, w, w * c, input, dst_h,
      |                                                        ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:106:85: error: ISO C++ forbids comparison between pointer and integer [-fpermissive]
  106 |                                                             dst_w, dst_w * c, output);
      |                                                                                     ^
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:115:30: error: ‘ResizeNearestPoint’ is not a member of ‘ppl::cv::cuda’
  115 |         ret = ppl::cv::cuda::ResizeNearestPoint<float, 1>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:115:49: error: expected primary-expression before ‘float’
  115 |         ret = ppl::cv::cuda::ResizeNearestPoint<float, 1>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                                 ^~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:118:30: error: ‘ResizeNearestPoint’ is not a member of ‘ppl::cv::cuda’
  118 |         ret = ppl::cv::cuda::ResizeNearestPoint<float, 3>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:118:49: error: expected primary-expression before ‘float’
  118 |         ret = ppl::cv::cuda::ResizeNearestPoint<float, 3>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                                 ^~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:121:30: error: ‘ResizeNearestPoint’ is not a member of ‘ppl::cv::cuda’
  121 |         ret = ppl::cv::cuda::ResizeNearestPoint<float, 4>(stream, h, w, w * c, input, dst_h, dst_w,
      |                              ^~~~~~~~~~~~~~~~~~
/home/user/project/MMDeploy/csrc/preprocess/cuda/resize_impl.cpp:121:49: error: expected primary-expression before ‘float’
  121 |         ret = ppl::cv::cuda::ResizeNearestPoint<float, 4>(stream, h, w, w * c, input, dst_h, dst_w,
      |                                                 ^~~~~

It looks like ResizeLinear() and ResizeNearestPoint() has been replaced with Resize(.., ppl::cv::INTERPOLATION_TYPE_xx) where an optional input argument has been added.

The solution should be to replace the above functions with Resize(..) with the last argument set according to the resize type. I will try to make a PR, if the above solution works as expected.

I have solved it by using ppl.cv-0.1.1.tar.gz.

[tehkillerbee]

@najingligong1111 I have added a PR that works with latest ppl.cv from master.