diff options
Diffstat (limited to 'gnu/packages/machine-learning.scm')
| -rw-r--r-- | gnu/packages/machine-learning.scm | 50 |
1 files changed, 50 insertions, 0 deletions
diff --git a/gnu/packages/machine-learning.scm b/gnu/packages/machine-learning.scm index 952872e468..4ac1fb5ab5 100644 --- a/gnu/packages/machine-learning.scm +++ b/gnu/packages/machine-learning.scm @@ -70,6 +70,7 @@ #:use-module (gnu packages mpi) #:use-module (gnu packages ocaml) #:use-module (gnu packages onc-rpc) + #:use-module (gnu packages parallel) #:use-module (gnu packages perl) #:use-module (gnu packages pkg-config) #:use-module (gnu packages protobuf) @@ -2229,3 +2230,52 @@ These include a barrier, broadcast, and allreduce.") 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 xnnpack + ;; There's currently no tag on this repo. + (let ((version "0.0") + (commit "bbe88243aba847f6a3dd86defec0fea4a0e415a1") + (revision "1")) + (package + (name "xnnpack") + (version (git-version version revision commit)) + (home-page "https://github.com/google/XNNPACK") + (source (origin + (method git-fetch) + (uri (git-reference (url home-page) (commit commit))) + (file-name (git-file-name name version)) + (sha256 + (base32 + "19j605x1l2h95mjhcj90zwjh1153pdgmqggl35ya5w0wll628iiz")) + (patches (search-patches "xnnpack-system-libraries.patch")))) + (build-system cmake-build-system) + (arguments + '(#:configure-flags '("-DXNNPACK_USE_SYSTEM_LIBS=YES" + "-DBUILD_SHARED_LIBS=ON" + "-DXNNPACK_LIBRARY_TYPE=shared" + "-DXNNPACK_BUILD_TESTS=FALSE" ;FIXME: see below + "-DXNNPACK_BUILD_BENCHMARKS=FALSE") + + ;; FIXME: Building tests leads to a CMake error: + ;; + ;; ADD_LIBRARY cannot create target "all_microkernels" because + ;; another target with the same name already exists. + #:tests? #f)) + (inputs + `(("cpuinfo" ,cpuinfo) + ("pthreadpool" ,pthreadpool) + ("googletest" ,googletest) + ("googlebenchmark" ,googlebenchmark) + ("fxdiv" ,fxdiv) + ("fp16" ,fp16) + ("psimd" ,psimd))) + (synopsis "Optimized floating-point neural network inference operators") + (description + "XNNPACK is a highly optimized library of floating-point neural network +inference operators for ARM, WebAssembly, and x86 platforms. XNNPACK is not +intended for direct use by deep learning practitioners and researchers; +instead it provides low-level performance primitives for accelerating +high-level machine learning frameworks, such as TensorFlow Lite, +TensorFlow.js, PyTorch, and MediaPipe.") + (license license:bsd-3)))) + |