Use GitHub actions + Docker buildx to build recent armv7/v8 (incl rasberry-pi 2 and 4 compatibility) pytorch wheels
# using debian:bullseye on armv7l
apt-get install --no-install-recommends python3 python3-pip libblas3 libgomp1 libopenblas0 python3-typing-extensions
python3 -m pip install https://github.com/maxisoft/pytorch-arm/releases/download/v1.0.0/numpy-1.23.5-cp39-cp39-linux_armv7l.whl # change the url if needed
python3 -m pip install https://github.com/maxisoft/pytorch-arm/releases/download/v1.0.0/torch-1.13.0a0+git7c98e70-cp39-cp39-linux_armv7l.whl # change the url if needed
python3 -c 'import torch; print(torch.nn.Conv2d(8, 1, (3, 3))(torch.randn(4, 8, 3, 3)).squeeze_())'- python 3.9/3.10/3.11
- openblas
- numpy 1.23 (recommended)
- One may needs numpy>=1.23<1.24 compatible version (wheels are also available for downloads) to call Tensor.numpy() method.
- No support of armv6 (rasberry-pi 0) for now as I'd not be able to test it.
- On archlinux arm one may use
aur/libopenblasas compatible openblas provider
- The source code is built using old python:3.X-buster docker hub image due to #1.
- In order to successfully build the wheels a small patch is applied to pytorch source code (may break the build of the future next releases)
******** Summary ********
General:
CMake version : 3.13.4
CMake command : /usr/bin/cmake
System : Linux
C++ compiler : /usr/bin/c++
C++ compiler id : GNU
C++ compiler version : 8.3.0
Using ccache if found : ON
Found ccache : CCACHE_PROGRAM-NOTFOUND
CXX flags : -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOCUPTI -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Werror=cast-function-type -DMISSING_ARM_VST1 -Wno-stringop-overflow
Build type : Release
Compile definitions : ONNX_ML=1;ONNXIFI_ENABLE_EXT=1;ONNX_NAMESPACE=onnx_torch;HAVE_MMAP=1;_FILE_OFFSET_BITS=64;HAVE_SHM_OPEN=1;HAVE_SHM_UNLINK=1;HAVE_MALLOC_USABLE_SIZE=1;USE_EXTERNAL_MZCRC;MINIZ_DISABLE_ZIP_READER_CRC32_CHECKS
CMAKE_PREFIX_PATH : /usr/local/lib/python3.11/site-packages
CMAKE_INSTALL_PREFIX : /src/torch/pytorch/torch
USE_GOLD_LINKER : OFF
TORCH_VERSION : 1.13.0
CAFFE2_VERSION : 1.13.0
BUILD_CAFFE2 : OFF
BUILD_CAFFE2_OPS : OFF
BUILD_STATIC_RUNTIME_BENCHMARK: OFF
BUILD_TENSOREXPR_BENCHMARK: OFF
BUILD_NVFUSER_BENCHMARK: OFF
BUILD_BINARY : OFF
BUILD_CUSTOM_PROTOBUF : ON
Link local protobuf : ON
BUILD_DOCS : OFF
BUILD_PYTHON : True
Python version : 3.11
Python executable : /usr/local/bin/python
Pythonlibs version : 3.11.0
Python library : /usr/local/lib/libpython3.11.so.1.0
Python includes : /usr/local/include/python3.11
Python site-packages: lib/python3.11/site-packages
BUILD_SHARED_LIBS : ON
CAFFE2_USE_MSVC_STATIC_RUNTIME : OFF
BUILD_TEST : False
BUILD_JNI : OFF
BUILD_MOBILE_AUTOGRAD : OFF
BUILD_LITE_INTERPRETER: OFF
INTERN_BUILD_MOBILE :
TRACING_BASED : OFF
USE_BLAS : 1
BLAS : open
BLAS_HAS_SBGEMM :
USE_LAPACK : 1
LAPACK : open
USE_ASAN : OFF
USE_CPP_CODE_COVERAGE : OFF
USE_CUDA : OFF
USE_ROCM : OFF
USE_EIGEN_FOR_BLAS : ON
USE_FBGEMM : OFF
USE_FAKELOWP : OFF
USE_KINETO : ON
USE_FFMPEG : OFF
USE_GFLAGS : 0
USE_GLOG : 0
USE_LEVELDB : OFF
USE_LITE_PROTO : OFF
USE_LMDB : 0
USE_METAL : OFF
USE_PYTORCH_METAL : OFF
USE_PYTORCH_METAL_EXPORT : OFF
USE_MPS : OFF
USE_FFTW : ON
USE_MKL : OFF
USE_MKLDNN : 0
USE_UCC : OFF
USE_ITT : OFF
USE_NCCL : 0
USE_NNPACK : ON
USE_NUMPY : ON
USE_OBSERVERS : ON
USE_OPENCL : OFF
USE_OPENCV : OFF
USE_OPENMP : ON
USE_TBB : 1
USE_SYSTEM_TBB : OFF
USE_VULKAN : OFF
USE_PROF : OFF
USE_QNNPACK : ON
USE_PYTORCH_QNNPACK : ON
USE_XNNPACK : ON
USE_REDIS : 0
USE_ROCKSDB : OFF
USE_ZMQ : 0
USE_DISTRIBUTED : ON
USE_MPI : 0
USE_GLOO : ON
USE_GLOO_WITH_OPENSSL : OFF
USE_TENSORPIPE : ON
Public Dependencies : caffe2::Threads
Private Dependencies : pthreadpool;cpuinfo;qnnpack;pytorch_qnnpack;nnpack;XNNPACK;fp16;tensorpipe;gloo;libzstd_static;foxi_loader;rt;fmt::fmt-header-only;kineto;gcc_s;gcc;dl
USE_COREML_DELEGATE : OFF
BUILD_LAZY_TS_BACKEND : ON
copy pasted from b5529614 build