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Working Modified Caffe for AMD GPU's OpenCL for Windows 10 .

License: Other

CMake 3.56% Makefile 0.51% C++ 75.99% Shell 0.54% PowerShell 0.01% Cuda 7.51% MATLAB 0.59% Python 7.03% Batchfile 0.18% C 4.03% Dockerfile 0.05%
amd amdgpu caffe caffe-windows windows-10 opencl opencv microsoft visualstudio vs2017 python python3 amd-opencl amd64

caffe-opencl-windows-amd's Introduction

OpenCL Caffe Targeting AMD GPU's OpenCL (Modified to work with MSVC 2017 15.0 and Python 2.7.15) on Windows 10:

This is an experimental but working repo i.e. forked from official caffe's Opencl branch for targeting AMD GPUs Only. Forked from https://github.com/BVLC/caffe/commit/74312cfc64c07b69616c8d0d5e1b6b020670c783

Custom requirements for this branch:

  • Git Windows (Intalled and configured)
  • Microsoft Visuals 15.0 2017 installed and configured (as compiler).
  • Python 2.7.15 installed and configured (for building pycaffe)
  • Numpy (pip install numpy)
  • OpenCV installed (Latest will be good)
  • AMD GPU with Latest drivers installed properly
  • AMD APP SDK Windows(any version - Preferred-3.0) installed
  • ViennaCL Library (Latest version - do not compile or install) as backend.
  • AMD GPU ofcourse.

Configuring and compiling procedure:

Open Command Prompt and follow up:

  • git clone https://github.com/abhiTronix/caffe-opencl-windows-amd.git
  • cd caffe-opencl-windows-amd
  • git checkout opencl-windows-amd
  • mkdir build && cd build
  • cmake -G"Visual Studio 15 2017 Win64" -DBLAS=Open -DViennaCL_INCLUDE_DIR=<path to ViennaCL Library> -DOpenCV_DIR=<path to OpenCV build> -DOPENCL_LIBRARIES= <path to AMD APP SDK Static Library> ..
  • cmake --build . --target install --config release

Final Files can be found here: caffe/build/install

Other Custom distributions

Community

Join the chat at https://gitter.im/BVLC/caffe

Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by Berkeley AI Research (BAIR)/The Berkeley Vision and Learning Center (BVLC) and community contributors.

Caffe is released under the BSD 2-Clause license. The BAIR/BVLC reference models are released for unrestricted use.

caffe-opencl-windows-amd's People

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tperry-amd coolsnake

caffe-opencl-windows-amd's Issues

I can't build successfully 

F:\caffe-opencl-windows-amd\build>cmake -G "Visual Studio 15 2017 Win64" -DBLAS=Open -DViennaCL_INCLUDE_DIR=F:\ViennaCL-1.7.1\ -DOpenCV_DIR=F:/opencv/build -DOPENCL_LIBRARIES=C:/TEMP/AMD_APP_SDK/3.0/lib/x86_64 ..
-- The C compiler identification is MSVC 19.10.25027.0
-- The CXX compiler identification is MSVC 19.10.25027.0
-- Check for working C compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Professional/VC/Tools/MSVC/14.10.25017/bin/HostX86/x64/cl.exe
-- Check for working C compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Professional/VC/Tools/MSVC/14.10.25017/bin/HostX86/x64/cl.exe -- works
-- Detecting C compiler ABI info
-- Detecting C compiler ABI info - done
-- Detecting C compile features
-- Detecting C compile features - done
-- Check for working CXX compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Professional/VC/Tools/MSVC/14.10.25017/bin/HostX86/x64/cl.exe
-- Check for working CXX compiler: C:/Program Files (x86)/Microsoft Visual Studio/2017/Professional/VC/Tools/MSVC/14.10.25017/bin/HostX86/x64/cl.exe -- works
-- Detecting CXX compiler ABI info
-- Detecting CXX compiler ABI info - done
-- Detecting CXX compile features
-- Detecting CXX compile features - done
-- Found PythonInterp: C:/Python27/python.exe (found suitable version "2.7.15", minimum required is "2.7.15")
CMake Error at cmake/WindowsDownloadPrebuiltDependencies.cmake:44 (message):
  Could not find url for MSVC version = 1910 and Python version = 2.7.
Call Stack (most recent call first):
  CMakeLists.txt:116 (include)


-- Configuring incomplete, errors occurred!
See also "F:/caffe-opencl-windows-amd/build/CMakeFiles/CMakeOutput.log".

I don't know where the problem is.
thx.

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