ROCm/HIP Installation and Runtime Issues on Windows with Radeon GPU #5

I'm experiencing issues with different versions of HIP on Windows with a Radeon GPU.

stable_diffusion_cpp_python: 0.1.9

• HIP 5.5.1 and 5.7.1 can be made to work with a manual fix (copying DLL)
• HIP 6.1.2 fails to detect the device during runtime

Common Installation Steps

set CMAKE_ARGS=-G Ninja -DCMAKE_C_COMPILER=clang -DCMAKE_CXX_COMPILER=clang++ -DSD_HIPBLAS=ON -DCMAKE_BUILD_TYPE=Release -DAMDGPU_TARGETS=gfx1102
pip install -v stable_diffusion_cpp_python

HIP 5.5.1 and 5.7.1

The build process completes successfully, but the subsequent installation fails with the following error during pip install.

CMake Error at C:/Users/7shi/AppData/Local/Temp/tmpu0by5lhz/build/cmake_install.cmake:114 (file):
  file INSTALL cannot find "C:/Program Files/AMD/ROCm/5.5/bin/amdhip64.dll":
  File exists.

The error can be resolved by manually copying C:\Windows\System32\amdhip64.dll to C:\Program Files\AMD\ROCm\5.5\bin. After applying this fix, the installation succeeds and the software functions properly.

HIP 6.1.2

Installation completes without errors, but the device is not detected during runtime.

CUDA error: no ROCm-capable device is detected
  current device: -1, in function ggml_cuda_init at C:/Users/7shi/AppData/Local/Temp/pip-install-9l1lu57t/stable-diffusion-cpp-python_948037fe5d384d538766e754939be40a/vendor/stable-diffusion.cpp/ggml/src/ggml-cuda.cu:158
  hipDeviceSynchronize()
C:/Users/7shi/AppData/Local/Temp/pip-install-9l1lu57t/stable-diffusion-cpp-python_948037fe5d384d538766e754939be40a/vendor/stable-diffusion.cpp/ggml/src/ggml-cuda.cu:102: CUDA error

The environment variable HIP_VISIBLE_DEVICES is not set. No known workaround for HIP 6.1.2 at this time.