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authorLudovic Courtès <ludovic.courtes@inria.fr>2021-09-23 17:03:03 +0200
committerLudovic Courtès <ludo@gnu.org>2021-09-24 13:48:49 +0200
commit8df301d467f65f71d60532f435570949d71e0274 (patch)
treecdfd88c436f80f1e1fd21e0bd1f24186382a3b5c /gnu/packages
parent3cdb16cb5055794fedb12cbc4415a81a3122df88 (diff)
gnu: Add NNPACK.
* gnu/packages/machine-learning.scm (nnpack): New variable. * gnu/packages/patches/nnpack-system-libraries.patch: New file. * gnu/local.mk (dist_patch_DATA): Add it.
Diffstat (limited to 'gnu/packages')
-rw-r--r--gnu/packages/machine-learning.scm51
-rw-r--r--gnu/packages/patches/nnpack-system-libraries.patch205
2 files changed, 256 insertions, 0 deletions
diff --git a/gnu/packages/machine-learning.scm b/gnu/packages/machine-learning.scm
index 15e0d5fc38..a8e2a40ed6 100644
--- a/gnu/packages/machine-learning.scm
+++ b/gnu/packages/machine-learning.scm
@@ -2539,6 +2539,57 @@ technique that can be used for visualisation similarly to t-SNE, but also for
general non-linear dimension reduction.")
(license license:bsd-3)))
+(define-public nnpack
+ (let ((version "0.0")
+ (commit "c07e3a0400713d546e0dea2d5466dd22ea389c73")
+ (revision "1"))
+ (package
+ (name "nnpack")
+ (version (git-version version revision commit))
+ (home-page "https://github.com/Maratyszcza/NNPACK")
+ (source (origin
+ (method git-fetch)
+ (uri (git-reference (url home-page) (commit commit)))
+ (file-name (git-file-name name version))
+ (sha256
+ (base32
+ "0s0kk3a35w3yzf0q447p72350sbsh4qhg6vm3y2djbj4xpg7jc8v"))
+ (patches (search-patches "nnpack-system-libraries.patch"))))
+ (build-system cmake-build-system)
+ ;; XXX: The test suite runs but it's very expensive, and on x86_64 CPUs
+ ;; that lack the right ISA extensions, tests fail with:
+ ;;
+ ;; Expected equality of these values:
+ ;; nnp_status_success
+ ;; Which is: 0
+ ;; status
+ ;; Which is: 51
+ ;;
+ ;; where 51 is 'nnp_status_unsupported_hardware'.
+ (arguments '(#:tests? #f))
+ (synopsis "Acceleration package for neural network computations")
+ (description
+ "NNPACK is an acceleration package for neural network computations.
+NNPACK aims to provide high-performance implementations of convnet layers for
+multi-core CPUs.
+
+NNPACK is not intended to be directly used by machine learning researchers;
+instead it provides low-level performance primitives leveraged in leading deep
+learning frameworks, such as PyTorch, Caffe2, MXNet, tiny-dnn, Caffe, Torch,
+and Darknet.")
+ (inputs
+ `(("cpuinfo" ,cpuinfo)
+ ("fp16" ,fp16)
+ ("fxdiv" ,fxdiv)
+ ("psimd" ,psimd)
+ ("pthreadpool" ,pthreadpool)
+ ("googletest" ,googletest)))
+ (native-inputs
+ `(("python" ,python)
+ ("python-peachpy" ,python-peachpy)
+ ("python-six" ,python-six)))
+ (license license:bsd-2))))
+
(define-public xnnpack
;; There's currently no tag on this repo.
(let ((version "0.0")
diff --git a/gnu/packages/patches/nnpack-system-libraries.patch b/gnu/packages/patches/nnpack-system-libraries.patch
new file mode 100644
index 0000000000..d708045ba0
--- /dev/null
+++ b/gnu/packages/patches/nnpack-system-libraries.patch
@@ -0,0 +1,205 @@
+This patch allows us to use our copy of the dependencies instead
+of downloading them and rebuilding them. It also builds a shared
+library.
+
+diff --git a/CMakeLists.txt b/CMakeLists.txt
+index 5ecd2df..aaa67d1 100644
+--- a/CMakeLists.txt
++++ b/CMakeLists.txt
+@@ -12,7 +12,7 @@ SET_PROPERTY(CACHE NNPACK_BACKEND PROPERTY STRINGS auto psimd scalar)
+ OPTION(NNPACK_CONVOLUTION_ONLY "Build only NNPACK functions for convolutional layer" OFF)
+ OPTION(NNPACK_INFERENCE_ONLY "Build only NNPACK functions for inference" OFF)
+ OPTION(NNPACK_CUSTOM_THREADPOOL "Build NNPACK for custom thread pool" OFF)
+-SET(NNPACK_LIBRARY_TYPE "default" CACHE STRING "Type of library (shared, static, or default) to build")
++SET(NNPACK_LIBRARY_TYPE "shared" CACHE STRING "Type of library (shared, static, or default) to build")
+ SET_PROPERTY(CACHE NNPACK_LIBRARY_TYPE PROPERTY STRINGS default static shared)
+ OPTION(NNPACK_BUILD_TESTS "Build NNPACK unit tests" ON)
+
+@@ -123,7 +123,7 @@ SET(CONFU_DEPENDENCIES_BINARY_DIR ${CMAKE_BINARY_DIR}/deps
+ CACHE PATH "Confu-style dependencies binary directory")
+
+ IF(NNPACK_BACKEND STREQUAL "x86-64")
+- IF(NOT DEFINED PYTHON_SIX_SOURCE_DIR)
++ IF(FALSE)
+ MESSAGE(STATUS "Downloading six (Python package) to ${CONFU_DEPENDENCIES_SOURCE_DIR}/six (define PYTHON_SIX_SOURCE_DIR to avoid it)")
+ CONFIGURE_FILE(cmake/DownloadSix.cmake "${CONFU_DEPENDENCIES_BINARY_DIR}/six-download/CMakeLists.txt")
+ EXECUTE_PROCESS(COMMAND "${CMAKE_COMMAND}" -G "${CMAKE_GENERATOR}" .
+@@ -133,7 +133,7 @@ IF(NNPACK_BACKEND STREQUAL "x86-64")
+ SET(PYTHON_SIX_SOURCE_DIR "${CONFU_DEPENDENCIES_SOURCE_DIR}/six" CACHE STRING "six (Python package) source directory")
+ ENDIF()
+
+- IF(NOT DEFINED PYTHON_ENUM_SOURCE_DIR)
++ IF(FALSE)
+ IF(${PYTHON_VERSION_STRING} VERSION_LESS 3.4)
+ # ---[ Python < 3.4 does not natively support enums, and needs a polyfill
+ MESSAGE(STATUS "Downloading enum (Python package) to ${CONFU_DEPENDENCIES_SOURCE_DIR}/enum (define PYTHON_ENUM_SOURCE_DIR to avoid it)")
+@@ -148,7 +148,7 @@ IF(NNPACK_BACKEND STREQUAL "x86-64")
+ ENDIF()
+ ENDIF()
+
+- IF(NOT DEFINED PYTHON_PEACHPY_SOURCE_DIR)
++ IF(FALSE)
+ # ---[ PeachPy requires Opcodes for installation
+ IF(NOT DEFINED PYTHON_OPCODES_SOURCE_DIR)
+ MESSAGE(STATUS "Downloading opcodes (Python package) to ${CONFU_DEPENDENCIES_SOURCE_DIR}/opcodes (define PYTHON_OPCODES_SOURCE_DIR to avoid it)")
+@@ -169,15 +169,9 @@ IF(NNPACK_BACKEND STREQUAL "x86-64")
+ SET(PYTHON_PEACHPY_SOURCE_DIR "${CONFU_DEPENDENCIES_SOURCE_DIR}/peachpy" CACHE STRING "PeachPy (Python package) source directory")
+ ENDIF()
+
+- IF(${PYTHON_VERSION_STRING} VERSION_LESS 3.4)
+- # ---[ Python < 3.4 does not natively support enums, and needs a polyfill
+- SET(PEACHPY_PYTHONPATH "${PYTHON_SIX_SOURCE_DIR}:${PYTHON_ENUM_SOURCE_DIR}:${PYTHON_PEACHPY_SOURCE_DIR}")
+- ELSE()
+- SET(PEACHPY_PYTHONPATH "${PYTHON_SIX_SOURCE_DIR}:${PYTHON_PEACHPY_SOURCE_DIR}")
+- ENDIF()
+ ENDIF()
+
+-IF(NOT DEFINED CPUINFO_SOURCE_DIR)
++IF(FALSE)
+ MESSAGE(STATUS "Downloading cpuinfo to ${CONFU_DEPENDENCIES_SOURCE_DIR}/cpuinfo (define CPUINFO_SOURCE_DIR to avoid it)")
+ CONFIGURE_FILE(cmake/DownloadCpuinfo.cmake "${CONFU_DEPENDENCIES_BINARY_DIR}/cpuinfo-download/CMakeLists.txt")
+ EXECUTE_PROCESS(COMMAND "${CMAKE_COMMAND}" -G "${CMAKE_GENERATOR}" .
+@@ -187,7 +181,7 @@ IF(NOT DEFINED CPUINFO_SOURCE_DIR)
+ SET(CPUINFO_SOURCE_DIR "${CONFU_DEPENDENCIES_SOURCE_DIR}/cpuinfo" CACHE STRING "cpuinfo source directory")
+ ENDIF()
+
+-IF(NOT DEFINED FP16_SOURCE_DIR)
++IF(FALSE)
+ MESSAGE(STATUS "Downloading FP16 to ${CONFU_DEPENDENCIES_SOURCE_DIR}/fp16 (define FP16_SOURCE_DIR to avoid it)")
+ CONFIGURE_FILE(cmake/DownloadFP16.cmake "${CONFU_DEPENDENCIES_BINARY_DIR}/fp16-download/CMakeLists.txt")
+ EXECUTE_PROCESS(COMMAND "${CMAKE_COMMAND}" -G "${CMAKE_GENERATOR}" .
+@@ -197,7 +191,7 @@ IF(NOT DEFINED FP16_SOURCE_DIR)
+ SET(FP16_SOURCE_DIR "${CONFU_DEPENDENCIES_SOURCE_DIR}/fp16" CACHE STRING "FP16 source directory")
+ ENDIF()
+
+-IF(NOT DEFINED FXDIV_SOURCE_DIR)
++IF(FALSE)
+ MESSAGE(STATUS "Downloading FXdiv to ${CONFU_DEPENDENCIES_SOURCE_DIR}/fxdiv (define FXDIV_SOURCE_DIR to avoid it)")
+ CONFIGURE_FILE(cmake/DownloadFXdiv.cmake "${CONFU_DEPENDENCIES_BINARY_DIR}/fxdiv-download/CMakeLists.txt")
+ EXECUTE_PROCESS(COMMAND "${CMAKE_COMMAND}" -G "${CMAKE_GENERATOR}" .
+@@ -207,7 +201,7 @@ IF(NOT DEFINED FXDIV_SOURCE_DIR)
+ SET(FXDIV_SOURCE_DIR "${CONFU_DEPENDENCIES_SOURCE_DIR}/fxdiv" CACHE STRING "FXdiv source directory")
+ ENDIF()
+
+-IF(NOT DEFINED PSIMD_SOURCE_DIR)
++IF(FALSE)
+ MESSAGE(STATUS "Downloading PSimd to ${CONFU_DEPENDENCIES_SOURCE_DIR}/psimd (define PSIMD_SOURCE_DIR to avoid it)")
+ CONFIGURE_FILE(cmake/DownloadPSimd.cmake "${CONFU_DEPENDENCIES_BINARY_DIR}/psimd-download/CMakeLists.txt")
+ EXECUTE_PROCESS(COMMAND "${CMAKE_COMMAND}" -G "${CMAKE_GENERATOR}" .
+@@ -217,7 +211,7 @@ IF(NOT DEFINED PSIMD_SOURCE_DIR)
+ SET(PSIMD_SOURCE_DIR "${CONFU_DEPENDENCIES_SOURCE_DIR}/psimd" CACHE STRING "PSimd source directory")
+ ENDIF()
+
+-IF(NOT DEFINED PTHREADPOOL_SOURCE_DIR)
++IF(FALSE)
+ MESSAGE(STATUS "Downloading pthreadpool to ${CONFU_DEPENDENCIES_SOURCE_DIR}/pthreadpool (define PTHREADPOOL_SOURCE_DIR to avoid it)")
+ CONFIGURE_FILE(cmake/DownloadPThreadPool.cmake "${CONFU_DEPENDENCIES_BINARY_DIR}/pthreadpool-download/CMakeLists.txt")
+ EXECUTE_PROCESS(COMMAND "${CMAKE_COMMAND}" -G "${CMAKE_GENERATOR}" .
+@@ -227,7 +221,7 @@ IF(NOT DEFINED PTHREADPOOL_SOURCE_DIR)
+ SET(PTHREADPOOL_SOURCE_DIR "${CONFU_DEPENDENCIES_SOURCE_DIR}/pthreadpool" CACHE STRING "pthreadpool source directory")
+ ENDIF()
+
+-IF(NNPACK_BUILD_TESTS AND NOT DEFINED GOOGLETEST_SOURCE_DIR)
++IF(FALSE)
+ MESSAGE(STATUS "Downloading Google Test to ${CONFU_DEPENDENCIES_SOURCE_DIR}/googletest (define GOOGLETEST_SOURCE_DIR to avoid it)")
+ CONFIGURE_FILE(cmake/DownloadGoogleTest.cmake "${CONFU_DEPENDENCIES_BINARY_DIR}/googletest-download/CMakeLists.txt")
+ EXECUTE_PROCESS(COMMAND "${CMAKE_COMMAND}" -G "${CMAKE_GENERATOR}" .
+@@ -237,6 +231,7 @@ IF(NNPACK_BUILD_TESTS AND NOT DEFINED GOOGLETEST_SOURCE_DIR)
+ SET(GOOGLETEST_SOURCE_DIR "${CONFU_DEPENDENCIES_SOURCE_DIR}/googletest" CACHE STRING "Google Test source directory")
+ ENDIF()
+
++
+ # ---[ NNPACK library
+ SET(NNPACK_INIT_SRCS src/init.c)
+ SET(NNPACK_LAYER_SRCS src/convolution-inference.c)
+@@ -427,8 +422,7 @@ IF(NNPACK_BACKEND STREQUAL "x86-64")
+ FILE(MAKE_DIRECTORY ${obj_dir})
+ ADD_CUSTOM_COMMAND(
+ OUTPUT ${obj}
+- COMMAND "PYTHONPATH=${PEACHPY_PYTHONPATH}"
+- ${PYTHON_EXECUTABLE} -m peachpy.x86_64
++ COMMAND ${PYTHON_EXECUTABLE} -m peachpy.x86_64
+ -mabi=sysv -g4 -mimage-format=${PEACHPY_IMAGE_FORMAT}
+ "-I${PROJECT_SOURCE_DIR}/src" "-I${PROJECT_SOURCE_DIR}/src/x86_64-fma" "-I${FP16_SOURCE_DIR}/include"
+ -o ${obj} "${PROJECT_SOURCE_DIR}/${src}"
+@@ -495,63 +489,10 @@ ADD_LIBRARY(nnpack_reference_layers STATIC ${NNPACK_REFERENCE_LAYERS_SRCS})
+ NNPACK_TARGET_ENABLE_C99(nnpack_reference_layers)
+ TARGET_INCLUDE_DIRECTORIES(nnpack_reference_layers PUBLIC include)
+
+-# ---[ Configure cpuinfo
+-IF(NOT TARGET cpuinfo)
+- SET(CPUINFO_BUILD_TOOLS OFF CACHE BOOL "")
+- SET(CPUINFO_BUILD_UNIT_TESTS OFF CACHE BOOL "")
+- SET(CPUINFO_BUILD_MOCK_TESTS OFF CACHE BOOL "")
+- SET(CPUINFO_BUILD_BENCHMARKS OFF CACHE BOOL "")
+- ADD_SUBDIRECTORY(
+- "${CPUINFO_SOURCE_DIR}"
+- "${CONFU_DEPENDENCIES_BINARY_DIR}/cpuinfo")
+-ENDIF()
+-TARGET_LINK_LIBRARIES(nnpack PRIVATE cpuinfo)
+-
+-# ---[ Configure pthreadpool
+-IF(NOT TARGET pthreadpool)
+- SET(PTHREADPOOL_BUILD_TESTS OFF CACHE BOOL "")
+- SET(PTHREADPOOL_BUILD_BENCHMARKS OFF CACHE BOOL "")
+- ADD_SUBDIRECTORY(
+- "${PTHREADPOOL_SOURCE_DIR}"
+- "${CONFU_DEPENDENCIES_BINARY_DIR}/pthreadpool")
+-ENDIF()
+-IF(NNPACK_CUSTOM_THREADPOOL)
+- # Depend on pthreadpool interface, but not on implementation.
+- # This is used when NNPACK user (e.g. Caffe2) provides its own threadpool implementation.
+- TARGET_LINK_LIBRARIES(nnpack PUBLIC pthreadpool_interface)
+-ELSE()
+- TARGET_LINK_LIBRARIES(nnpack PUBLIC pthreadpool)
+-ENDIF()
+-TARGET_LINK_LIBRARIES(nnpack_reference_layers PUBLIC pthreadpool)
++TARGET_LINK_LIBRARIES(nnpack PUBLIC cpuinfo)
+
+-# ---[ Configure FXdiv
+-IF(NOT TARGET fxdiv)
+- SET(FXDIV_BUILD_TESTS OFF CACHE BOOL "")
+- SET(FXDIV_BUILD_BENCHMARKS OFF CACHE BOOL "")
+- ADD_SUBDIRECTORY(
+- "${FXDIV_SOURCE_DIR}"
+- "${CONFU_DEPENDENCIES_BINARY_DIR}/fxdiv")
+-ENDIF()
+-TARGET_LINK_LIBRARIES(nnpack PRIVATE fxdiv)
+-
+-# ---[ Configure psimd
+-IF(NOT TARGET psimd)
+- ADD_SUBDIRECTORY(
+- "${PSIMD_SOURCE_DIR}"
+- "${CONFU_DEPENDENCIES_BINARY_DIR}/psimd")
+-ENDIF()
+-TARGET_LINK_LIBRARIES(nnpack PRIVATE psimd)
+-
+-# ---[ Configure FP16
+-IF(NOT TARGET fp16)
+- SET(FP16_BUILD_TESTS OFF CACHE BOOL "")
+- SET(FP16_BUILD_BENCHMARKS OFF CACHE BOOL "")
+- ADD_SUBDIRECTORY(
+- "${FP16_SOURCE_DIR}"
+- "${CONFU_DEPENDENCIES_BINARY_DIR}/fp16")
+-ENDIF()
+-TARGET_LINK_LIBRARIES(nnpack PRIVATE fp16)
+-TARGET_LINK_LIBRARIES(nnpack_reference_layers PUBLIC fp16)
++TARGET_LINK_LIBRARIES(nnpack PUBLIC pthreadpool)
++TARGET_LINK_LIBRARIES(nnpack_reference_layers PUBLIC pthreadpool)
+
+ INSTALL(TARGETS nnpack
+ LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR}
+@@ -560,13 +501,6 @@ INSTALL(TARGETS nnpack
+
+ IF(NNPACK_BUILD_TESTS)
+ # ---[ Build google test
+- IF(NOT TARGET gtest)
+- SET(gtest_force_shared_crt ON CACHE BOOL "" FORCE)
+- ADD_SUBDIRECTORY(
+- "${GOOGLETEST_SOURCE_DIR}"
+- "${CONFU_DEPENDENCIES_BINARY_DIR}/googletest")
+- ENDIF()
+-
+ ADD_EXECUTABLE(convolution-inference-smoketest test/convolution-inference/smoke.cc)
+ NNPACK_TARGET_ENABLE_CXX11(convolution-inference-smoketest)
+ TARGET_INCLUDE_DIRECTORIES(convolution-inference-smoketest PRIVATE test)