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tiny-cuda-nn: init 1.6
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Connor Baker committed Mar 18, 2023
1 parent 7913ebc commit aacbb6d
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152 changes: 152 additions & 0 deletions pkgs/development/libraries/science/math/tiny-cuda-nn/default.nix
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@@ -0,0 +1,152 @@
{ cmake
, cudaPackages
, fetchFromGitHub
, lib
, ninja
, pkgs
, python3Packages ? { }
, pythonSupport ? false
, stdenv
, symlinkJoin
, which
}:
let
inherit (lib) lists strings;
inherit (cudaPackages) backendStdenv cudaFlags;

cuda-common-redist = with cudaPackages; [
libcublas # cublas_v2.h
libcusolver # cusolverDn.h
libcusparse # cusparse.h
];

cuda-native-redist = symlinkJoin {
name = "cuda-redist";
paths = with cudaPackages; [
cuda_cudart # cuda_runtime.h
cuda_nvcc
] ++ cuda-common-redist;
};

cuda-redist = symlinkJoin {
name = "cuda-redist";
paths = cuda-common-redist;
};
in
stdenv.mkDerivation (finalAttrs: {
name = "tiny-cuda-nn";
version = "1.6";

format = strings.optionalString pythonSupport "setuptools";

src = fetchFromGitHub {
owner = "NVlabs";
repo = finalAttrs.name;
rev = "v${finalAttrs.version}";
fetchSubmodules = true;
hash = "sha256-qW6Fk2GB71fvZSsfu+mykabSxEKvaikZ/pQQZUycOy0=";
};

nativeBuildInputs = [
cmake
cuda-native-redist
ninja
which
] ++ lists.optionals pythonSupport (with python3Packages; [
pip
setuptools
wheel
]);

buildInputs = [
cuda-redist
] ++ lib.optionals pythonSupport (
with python3Packages; [
pybind11
python
]
);

propagatedBuildInputs = lib.optionals pythonSupport (
with python3Packages; [
torch
]
);

# NOTE: We cannot use pythonImportsCheck for this module because it uses torch to immediately
# initailize CUDA and GPU access is not allowed in the nix build environment.
# NOTE: There are no tests for the C++ library or the python bindings, so we just skip the check
# phase -- we're not missing anything.
doCheck = false;

preConfigure = ''
export TCNN_CUDA_ARCHITECTURES=${
strings.concatStringsSep ";" (lists.map cudaFlags.dropDot cudaFlags.cudaCapabilities)
}
export CUDA_HOME=${cuda-native-redist}
export LIBRARY_PATH=${cuda-native-redist}/lib/stubs:$LIBRARY_PATH
export CC=${backendStdenv.cc}/bin/cc
export CXX=${backendStdenv.cc}/bin/c++
'';

# When building the python bindings, we cannot re-use the artifacts from the C++ build so we
# skip the CMake confurePhase and the buildPhase.
dontUseCmakeConfigure = pythonSupport;

# The configurePhase usually puts you in the build directory, so for the python bindings we
# need to change directories to the source directory.
configurePhase = strings.optionalString pythonSupport ''
runHook preConfigure
mkdir -p $NIX_BUILD_TOP/build
cd $NIX_BUILD_TOP/build
runHook postConfigure
'';

buildPhase = strings.optionalString pythonSupport ''
runHook preBuild
python -m pip wheel \
--no-build-isolation \
--no-clean \
--no-deps \
--no-index \
--verbose \
--wheel-dir $NIX_BUILD_TOP/build \
$NIX_BUILD_TOP/source/bindings/torch
runHook postBuild
'';

installPhase = ''
runHook preInstall
mkdir -p $out/lib
''
# Installing the C++ library just requires copying the static library to the output directory
+ strings.optionalString (!pythonSupport) ''
cp libtiny-cuda-nn.a $out/lib/
''
# Installing the python bindings requires building the wheel and installing it
+ strings.optionalString pythonSupport ''
python -m pip install \
--no-build-isolation \
--no-cache-dir \
--no-deps \
--no-index \
--no-warn-script-location \
--prefix="$out" \
--verbose \
./*.whl
'' + ''
runHook postInstall
'';

passthru = {
inherit cudaPackages;
};

meta = with lib; {
description = "Lightning fast C++/CUDA neural network framework";
homepage = "https://github.com/NVlabs/tiny-cuda-nn";
license = licenses.bsd3;
maintainers = with maintainers; [ connorbaker ];
platforms = platforms.linux;
};
})
2 changes: 2 additions & 0 deletions pkgs/top-level/all-packages.nix
Original file line number Diff line number Diff line change
Expand Up @@ -3812,6 +3812,8 @@ with pkgs;

tensorflow-lite = callPackage ../development/libraries/science/math/tensorflow-lite { };

tiny-cuda-nn = callPackage ../development/libraries/science/math/tiny-cuda-nn { };

tezos-rust-libs = callPackage ../development/libraries/tezos-rust-libs { };

behave = with python3Packages; toPythonApplication behave;
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6 changes: 6 additions & 0 deletions pkgs/top-level/python-packages.nix
Original file line number Diff line number Diff line change
Expand Up @@ -11694,6 +11694,12 @@ self: super: with self; {

timm = callPackage ../development/python-modules/timm { };

tiny-cuda-nn = toPythonModule (pkgs.tiny-cuda-nn.override {
cudaPackages = self.torch.cudaPackages;
python3Packages = self;
pythonSupport = true;
});

tinycss2 = callPackage ../development/python-modules/tinycss2 { };

tinycss = callPackage ../development/python-modules/tinycss { };
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