diff --git a/README.md b/README.md index ffadd5ac..858d3a55 100644 --- a/README.md +++ b/README.md @@ -10,6 +10,10 @@
+**Note:** Torch 2.10 builds are still based on PyTorch release candidates. +Typically the ABI does not break during release candidates. If it does, +you have to recompile your kernels with the final 2.10.0 release. + [Join us on Discord](https://discord.gg/H6Tkmd88N3) for questions and discussions! This repo contains a Nix package that can be used to build custom machine learning kernels for PyTorch. The kernels are built using the [PyTorch C++ Frontend](https://pytorch.org/cppdocs/frontend.html) and can be loaded from the Hub with the [kernels](https://github.com/huggingface/kernels) diff --git a/build-variants.json b/build-variants.json index 4409d1ed..d635e23c 100644 --- a/build-variants.json +++ b/build-variants.json @@ -1,20 +1,26 @@ { "aarch64-darwin": { "cpu": [ + "torch210-cpu-aarch64-darwin", "torch28-cpu-aarch64-darwin", "torch29-cpu-aarch64-darwin" ], "metal": [ + "torch210-metal-aarch64-darwin", "torch28-metal-aarch64-darwin", "torch29-metal-aarch64-darwin" ] }, "aarch64-linux": { "cpu": [ + "torch210-cxx11-cpu-aarch64-linux", "torch28-cxx11-cpu-aarch64-linux", "torch29-cxx11-cpu-aarch64-linux" ], "cuda": [ + "torch210-cxx11-cu126-aarch64-linux", + "torch210-cxx11-cu128-aarch64-linux", + "torch210-cxx11-cu130-aarch64-linux", "torch28-cxx11-cu129-aarch64-linux", "torch29-cxx11-cu126-aarch64-linux", "torch29-cxx11-cu128-aarch64-linux", @@ -23,10 +29,14 @@ }, "x86_64-linux": { "cpu": [ + "torch210-cxx11-cpu-x86_64-linux", "torch28-cxx11-cpu-x86_64-linux", "torch29-cxx11-cpu-x86_64-linux" ], "cuda": [ + "torch210-cxx11-cu126-x86_64-linux", + "torch210-cxx11-cu128-x86_64-linux", + "torch210-cxx11-cu130-x86_64-linux", "torch28-cxx11-cu126-x86_64-linux", "torch28-cxx11-cu128-x86_64-linux", "torch28-cxx11-cu129-x86_64-linux", @@ -35,12 +45,15 @@ "torch29-cxx11-cu130-x86_64-linux" ], "rocm": [ + "torch210-cxx11-rocm70-x86_64-linux", + "torch210-cxx11-rocm71-x86_64-linux", "torch28-cxx11-rocm63-x86_64-linux", "torch28-cxx11-rocm64-x86_64-linux", "torch29-cxx11-rocm63-x86_64-linux", "torch29-cxx11-rocm64-x86_64-linux" ], "xpu": [ + "torch210-cxx11-xpu20253-x86_64-linux", "torch28-cxx11-xpu20251-x86_64-linux", "torch29-cxx11-xpu20252-x86_64-linux" ] diff --git a/build2cmake/src/templates/xpu/dep-cutlass-sycl.cmake b/build2cmake/src/templates/xpu/dep-cutlass-sycl.cmake index a75e991c..68e8f13e 100644 --- a/build2cmake/src/templates/xpu/dep-cutlass-sycl.cmake +++ b/build2cmake/src/templates/xpu/dep-cutlass-sycl.cmake @@ -1,6 +1,8 @@ find_package(CutlassSycl) -if(DPCPP_VERSION STREQUAL "2025.2") +if(DPCPP_VERSION STREQUAL "2025.3") + set(CUTLASS_SYCL_REVISION "14055e78510b8776ba739755eb57e592fdceefdb" CACHE STRING "CUTLASS revision to use") +elseif(DPCPP_VERSION STREQUAL "2025.2") set(CUTLASS_SYCL_REVISION "14055e78510b8776ba739755eb57e592fdceefdb" CACHE STRING "CUTLASS revision to use") elseif(DPCPP_VERSION STREQUAL "2025.1") set(CUTLASS_SYCL_REVISION "v3.9-0.3" CACHE STRING "CUTLASS revision to use") @@ -67,7 +69,7 @@ endif() string(REPLACE "-fsycl-targets=spir64_gen,spir64" "-fsycl-targets=spir64" sycl_link_flags "${sycl_link_flags}") string(REPLACE "-device pvc,xe-lpg,ats-m150" "-device bmg_g21,pvc" sycl_link_flags "${sycl_link_flags}") string(APPEND sycl_link_flags "-Xspirv-translator;-spirv-ext=+SPV_INTEL_split_barrier") -if(DPCPP_VERSION STREQUAL "2025.2" OR CUTLASS_SYCL_REVISION STREQUAL "v0.5") +if(DPCPP_VERSION STREQUAL "2025.2" OR DPCPP_VERSION STREQUAL "2025.3" OR CUTLASS_SYCL_REVISION STREQUAL "v0.5") string(APPEND sycl_link_flags ",+SPV_INTEL_2d_block_io,+SPV_INTEL_subgroup_matrix_multiply_accumulate") endif() string(REPLACE "-fsycl-targets=spir64_gen,spir64" "-fsycl-targets=spir64" sycl_flags "${sycl_flags}") diff --git a/build2cmake/src/torch/metal.rs b/build2cmake/src/torch/metal.rs index aa961400..244a9a9e 100644 --- a/build2cmake/src/torch/metal.rs +++ b/build2cmake/src/torch/metal.rs @@ -30,7 +30,7 @@ pub fn write_torch_ext_metal( let mut file_set = FileSet::default(); - let ops_name = kernel_ops_identifier(&target_dir, &build.general.name, ops_id); + let ops_name = kernel_ops_identifier(&target_dir, &build.general.python_name(), ops_id); write_cmake( env, diff --git a/docs/build-variants.md b/docs/build-variants.md index b46a5dd5..25ca9e96 100644 --- a/docs/build-variants.md +++ b/docs/build-variants.md @@ -7,21 +7,27 @@ available. This list will be updated as new PyTorch versions are released. ## CPU aarch64-darwin +- `torch210-cpu-aarch64-darwin` - `torch28-cpu-aarch64-darwin` - `torch29-cpu-aarch64-darwin` ## Metal aarch64-darwin +- `torch210-metal-aarch64-darwin` - `torch28-metal-aarch64-darwin` - `torch29-metal-aarch64-darwin` ## CPU aarch64-linux +- `torch210-cxx11-cpu-aarch64-linux` - `torch28-cxx11-cpu-aarch64-linux` - `torch29-cxx11-cpu-aarch64-linux` ## CUDA aarch64-linux +- `torch210-cxx11-cu126-aarch64-linux` +- `torch210-cxx11-cu128-aarch64-linux` +- `torch210-cxx11-cu130-aarch64-linux` - `torch28-cxx11-cu129-aarch64-linux` - `torch29-cxx11-cu126-aarch64-linux` - `torch29-cxx11-cu128-aarch64-linux` @@ -29,11 +35,15 @@ available. This list will be updated as new PyTorch versions are released. ## CPU x86_64-linux +- `torch210-cxx11-cpu-x86_64-linux` - `torch28-cxx11-cpu-x86_64-linux` - `torch29-cxx11-cpu-x86_64-linux` ## CUDA x86_64-linux +- `torch210-cxx11-cu126-x86_64-linux` +- `torch210-cxx11-cu128-x86_64-linux` +- `torch210-cxx11-cu130-x86_64-linux` - `torch28-cxx11-cu126-x86_64-linux` - `torch28-cxx11-cu128-x86_64-linux` - `torch28-cxx11-cu129-x86_64-linux` @@ -43,6 +53,8 @@ available. This list will be updated as new PyTorch versions are released. ## ROCm x86_64-linux +- `torch210-cxx11-rocm70-x86_64-linux` +- `torch210-cxx11-rocm71-x86_64-linux` - `torch28-cxx11-rocm63-x86_64-linux` - `torch28-cxx11-rocm64-x86_64-linux` - `torch29-cxx11-rocm63-x86_64-linux` @@ -50,6 +62,7 @@ available. This list will be updated as new PyTorch versions are released. ## XPU x86_64-linux +- `torch210-cxx11-xpu20253-x86_64-linux` - `torch28-cxx11-xpu20251-x86_64-linux` - `torch29-cxx11-xpu20252-x86_64-linux` diff --git a/flake.lock b/flake.lock index 15476e70..b5840d1e 100644 --- a/flake.lock +++ b/flake.lock @@ -2,11 +2,11 @@ "nodes": { "flake-compat": { "locked": { - "lastModified": 1761588595, - "narHash": "sha256-XKUZz9zewJNUj46b4AJdiRZJAvSZ0Dqj2BNfXvFlJC4=", + "lastModified": 1765121682, + "narHash": "sha256-4VBOP18BFeiPkyhy9o4ssBNQEvfvv1kXkasAYd0+rrA=", "owner": "edolstra", "repo": "flake-compat", - "rev": "f387cd2afec9419c8ee37694406ca490c3f34ee5", + "rev": "65f23138d8d09a92e30f1e5c87611b23ef451bf3", "type": "github" }, "original": { @@ -35,17 +35,17 @@ }, "nixpkgs": { "locked": { - "lastModified": 1763291491, - "narHash": "sha256-eEYvm+45PPmy+Qe+nZDpn1uhoMUjJwx3PwVVQoO9ksA=", + "lastModified": 1766341660, + "narHash": "sha256-4yG6vx7Dddk9/zh45Y2KM82OaRD4jO3HA9r98ORzysA=", "owner": "NixOS", "repo": "nixpkgs", - "rev": "c543a59edf25ada193719764f3bc0c6ba835f94d", + "rev": "26861f5606e3e4d1400771b513cc63e5f70151a6", "type": "github" }, "original": { "owner": "NixOS", + "ref": "nixos-unstable-small", "repo": "nixpkgs", - "rev": "c543a59edf25ada193719764f3bc0c6ba835f94d", "type": "github" } }, diff --git a/flake.nix b/flake.nix index 315cbe9d..b866cf86 100644 --- a/flake.nix +++ b/flake.nix @@ -3,9 +3,7 @@ inputs = { flake-utils.url = "github:numtide/flake-utils"; - # Put back to nixos-unstable-small the next bump. Exact revision is - # to avoid a rebuild during the hf-nix -> kernel-builder transition. - nixpkgs.url = "github:NixOS/nixpkgs/c543a59edf25ada193719764f3bc0c6ba835f94d"; + nixpkgs.url = "github:NixOS/nixpkgs/nixos-unstable-small"; flake-compat.url = "github:edolstra/flake-compat"; }; diff --git a/lib/torch-extension/default.nix b/lib/torch-extension/default.nix index 1b99dd39..6796f82f 100644 --- a/lib/torch-extension/default.nix +++ b/lib/torch-extension/default.nix @@ -2,6 +2,7 @@ rocmSupport ? torch.rocmSupport, xpuSupport ? torch.xpuSupport, + pkgs, lib, callPackage, stdenv, @@ -30,7 +31,15 @@ let ); cuda_nvcc = cudaPackages.cuda_nvcc.override { - backendStdenv = cudaPackages.backendStdenv.override { + backendStdenv = import ../../pkgs/cuda/backendStdenv { + inherit (pkgs) + _cuda + config + lib + pkgs + stdenvAdapters + ; + inherit (cudaPackages) cudaMajorMinorVersion; stdenv = effectiveStdenv; }; }; diff --git a/overlay.nix b/overlay.nix index 9e6e98b8..fa0576de 100644 --- a/overlay.nix +++ b/overlay.nix @@ -45,7 +45,22 @@ in remove-bytecode-hook = prev.callPackage ./pkgs/remove-bytecode-hook { }; - stdenvGlibc_2_27 = prev.callPackage ./pkgs/stdenv-glibc-2_27 { }; + stdenvGlibc_2_27 = import ./pkgs/stdenv-glibc-2_27 { + # Do not use callPackage, because we want overrides to apply to + # the stdenv itself and not this file. + inherit (final) + config + fetchFromGitHub + overrideCC + wrapBintoolsWith + wrapCCWith + gcc13Stdenv + stdenv + bintools-unwrapped + cudaPackages + libgcc + ; + }; ucx = prev.ucx.overrideAttrs ( _: prevAttrs: { @@ -107,6 +122,11 @@ in xpuPackages = final.xpuPackages_2025_2; }; + torch-bin_2_10 = mkTorch { + version = "2.10"; + xpuPackages = final.xpuPackages_2025_3; + }; + torch_2_8 = callPackage ./pkgs/python-modules/torch/source/2_8 { xpuPackages = final.xpuPackages_2025_1; }; @@ -139,7 +159,8 @@ in versions = [ "6.3.4" "6.4.2" - "7.0.1" + "7.0.2" + "7.1.1" ]; newRocmPackages = final.callPackage ./pkgs/rocm-packages { }; in @@ -159,6 +180,7 @@ in xpuVersions = [ "2025.1.3" "2025.2.1" + "2025.3.1" ]; newXpuPackages = final.callPackage ./pkgs/xpu-packages { }; in diff --git a/pkgs/aotriton/default.nix b/pkgs/aotriton/default.nix index 7a25d9bf..a40ee428 100644 --- a/pkgs/aotriton/default.nix +++ b/pkgs/aotriton/default.nix @@ -17,9 +17,9 @@ let find "$out" -name .git -print0 | xargs -0 rm -rf ''; mkImages = - srcs: + version: srcs: stdenvNoCC.mkDerivation { - name = "images"; + name = "images-${version}"; inherit srcs; @@ -69,7 +69,7 @@ in "gfx1201" ]; - images = mkImages [ + images = mkImages version [ (fetchurl { url = "https://github.com/ROCm/aotriton/releases/download/0.10b/aotriton-0.10b-manylinux_2_28_x86_64-rocm6.3-shared.tar.gz"; hash = "sha256-hhzZ90ee7JQ5M8J8uGkgJH5bXdE5vHwTdsgYCKu31/4="; @@ -107,7 +107,7 @@ in "gfx1201" ]; - images = mkImages [ + images = mkImages version [ (fetchurl { url = "https://github.com/ROCm/aotriton/releases/download/0.11b/aotriton-0.11b-images-amd-gfx90a.tar.gz"; hash = "sha256-wZpByUgFEKsy5vsF5u0KODLWsHY08FC4NrdgIAvvpzU="; @@ -132,4 +132,59 @@ in extraPythonDepends = ps: [ ps.pandas ]; }; + + aotriton_0_11_1 = generic rec { + version = "0.11.1b"; + + src = fetchFromGitHub { + owner = "ROCm"; + repo = "aotriton"; + rev = version; + hash = "sha256-F7JjyS+6gMdCpOFLldTsNJdVzzVwd6lwW7+V8ZOZfig="; + leaveDotGit = true; + inherit postFetch; + }; + + patches = [ + # Fails with: ld.lld: error: unable to insert .comment after .comment + ./v0.11.1b-no-ld-script.diff + ]; + + gpuTargets = [ + # aotriton GPU support list: + # https://github.com/ROCm/aotriton/blob/main/v2python/gpu_targets.py + "gfx90a" + "gfx942" + "gfx950" + "gfx1100" + "gfx1151" + "gfx1201" + ]; + + images = mkImages version [ + (fetchurl { + url = "https://github.com/ROCm/aotriton/releases/download/0.11.1b/aotriton-0.11.1b-images-amd-gfx90a.tar.gz"; + hash = "sha256-/p8Etmv1KsJ80CXh2Jz9BJdN0/s64HYZL3g2QaTYD98="; + }) + (fetchurl { + url = "https://github.com/ROCm/aotriton/releases/download/0.11.1b/aotriton-0.11.1b-images-amd-gfx942.tar.gz"; + hash = "sha256-CnvO4Z07ttVIcyJIwyNPe5JzbCq3p6rmUpS4en/WTAY="; + }) + (fetchurl { + url = "https://github.com/ROCm/aotriton/releases/download/0.11.1b/aotriton-0.11.1b-images-amd-gfx950.tar.gz"; + hash = "sha256-wbo7/oQhf9Z9890fi2fICn97M9CtTXS0HWVnA24DKs4="; + }) + (fetchurl { + url = "https://github.com/ROCm/aotriton/releases/download/0.11.1b/aotriton-0.11.1b-images-amd-gfx11xx.tar.gz"; + hash = "sha256-ZjIEDEBdgzvm/3ICkknHdoOLr18Do8E7pOjTeoe3p0A="; + }) + (fetchurl { + url = "https://github.com/ROCm/aotriton/releases/download/0.11.1b/aotriton-0.11.1b-images-amd-gfx120x.tar.gz"; + hash = "sha256-Ck/zJL/9rAwv3oeop/cFY9PISoCtTo8xNF8rQKE4TpU="; + }) + ]; + + extraPythonDepends = ps: [ ps.pandas ]; + }; + } diff --git a/pkgs/aotriton/generic.nix b/pkgs/aotriton/generic.nix index 23bc063e..c0275ae4 100644 --- a/pkgs/aotriton/generic.nix +++ b/pkgs/aotriton/generic.nix @@ -3,6 +3,7 @@ lib, stdenv, cmake, + jq, python3, ninja, pkg-config, @@ -44,6 +45,7 @@ stdenv.mkDerivation (finalAttrs: { nativeBuildInputs = [ cmake + jq rocmPackages.rocm-cmake pkg-config python3 @@ -72,6 +74,24 @@ stdenv.mkDerivation (finalAttrs: { triton ]); + preConfigure = lib.optionalString (lib.versionAtLeast version "0.11.1") '' + # Since we use pre-built images, we can grab the image SHA from there. + # As of 0.11.1b this doesn't seem to be used for image loading yet, but + # just in case this happens in the future, we set this to the actual + # value and not a stub. + export AOTRITON_CI_SUPPLIED_SHA1=$(jq -r '.["AOTRITON_GIT_SHA1"]' ${images}/lib/aotriton.images/amd-gfx90a/__signature__) + + # Need to set absolute paths to VENV and its PYTHON or + # build fails with "AOTRITON_INHERIT_SYSTEM_SITE_TRITON is enabled + # but triton is not available … no such file or directory" + # Set via a preConfigure hook so a valid absolute path can be + # picked if nix-shell is used against this package + cmakeFlagsArray+=( + "-DVENV_DIR=$(pwd)/aotriton-venv/" + "-DVENV_BIN_PYTHON=$(pwd)/aotriton-venv/bin/python" + ) + ''; + # From README: # Note: do not run ninja separately, due to the limit of the current build system, # ninja install will run the whole build process unconditionally. @@ -87,18 +107,6 @@ stdenv.mkDerivation (finalAttrs: { doCheck = false; doInstallCheck = false; - # Need to set absolute paths to VENV and its PYTHON or - # build fails with "AOTRITON_INHERIT_SYSTEM_SITE_TRITON is enabled - # but triton is not available … no such file or directory" - # Set via a preConfigure hook so a valid absolute path can be - # picked if nix-shell is used against this package - preConfigure = '' - cmakeFlagsArray+=( - "-DVENV_DIR=$(pwd)/aotriton-venv/" - "-DVENV_BIN_PYTHON=$(pwd)/aotriton-venv/bin/python" - ) - ''; - cmakeFlags = [ # Disable building kernels if no supported targets are enabled (lib.cmakeBool "AOTRITON_NOIMAGE_MODE" true) diff --git a/pkgs/aotriton/v0.11.1b-no-ld-script.diff b/pkgs/aotriton/v0.11.1b-no-ld-script.diff new file mode 100644 index 00000000..fba737b1 --- /dev/null +++ b/pkgs/aotriton/v0.11.1b-no-ld-script.diff @@ -0,0 +1,15 @@ +diff --git a/v2src/CMakeLists.txt b/v2src/CMakeLists.txt +index a3eda3f..3f4ff9d 100644 +--- a/v2src/CMakeLists.txt ++++ b/v2src/CMakeLists.txt +@@ -218,8 +218,8 @@ execute_process( + WORKING_DIRECTORY "${CMAKE_CURRENT_SOURCE_PARENT_DIR}" + COMMAND_ERROR_IS_FATAL ANY + ) +-target_link_options(aotriton_v2 PRIVATE +- -T "${AOTRITON_V2_BUILD_DIR}/set_aotriton_version.ld") ++#target_link_options(aotriton_v2 PRIVATE ++# -T "${AOTRITON_V2_BUILD_DIR}/set_aotriton_version.ld") + # Otherwise the binary size blows up + # FIXME: Properly export symbols + set_target_properties(aotriton_v2 PROPERTIES CXX_VISIBILITY_PRESET hidden) diff --git a/pkgs/cuda/backendStdenv/default.nix b/pkgs/cuda/backendStdenv/default.nix new file mode 100644 index 00000000..bcc56452 --- /dev/null +++ b/pkgs/cuda/backendStdenv/default.nix @@ -0,0 +1,273 @@ +# Vendored from nixpkgs, since we need to be able to pass another stdenv. +# +# This is what nvcc uses as a backend, +# and it has to be an officially supported one (e.g. gcc14 for cuda12). +# +# It, however, propagates current stdenv's libstdc++ to avoid "GLIBCXX_* not found errors" +# when linked with other C++ libraries. +# E.g. for cudaPackages_12_9 we use gcc14 with gcc's libstdc++ +# Cf. https://github.com/NixOS/nixpkgs/pull/218265 for context +{ + _cuda, + config, + cudaMajorMinorVersion, + lib, + pkgs, + stdenv, + stdenvAdapters, +}: +let + inherit (builtins) + throw + toJSON + toString + ; + inherit (_cuda.db) allSortedCudaCapabilities cudaCapabilityToInfo nvccCompatibilities; + inherit (_cuda.lib) + _cudaCapabilityIsDefault + _cudaCapabilityIsSupported + _mkFailedAssertionsString + getRedistSystem + mkVersionedName + ; + inherit (lib) + assertMsg + filter + findFirst + flip + intersectLists + pipe + range + reverseList + subtractLists + toIntBase10 + versionAtLeast + versionOlder + ; + inherit (lib.versions) major; + + # NOTE: By virtue of processing a sorted list (allSortedCudaCapabilities), our groups will be sorted. + + architectureSpecificCudaCapabilities = filter ( + cudaCapability: cudaCapabilityToInfo.${cudaCapability}.isArchitectureSpecific + ) allSortedCudaCapabilities; + + familySpecificCudaCapabilities = filter ( + cudaCapability: cudaCapabilityToInfo.${cudaCapability}.isFamilySpecific + ) allSortedCudaCapabilities; + + jetsonCudaCapabilities = filter ( + cudaCapability: cudaCapabilityToInfo.${cudaCapability}.isJetson + ) allSortedCudaCapabilities; + + passthruExtra = { + nvccHostCCMatchesStdenvCC = backendStdenv.cc == stdenv.cc; + + # TODO(@connorbaker): Does it make sense to expose the `stdenv` we were called with and the `stdenv` selected + # prior to using `stdenvAdapters.useLibsFrom`? + + # The Nix system of the host platform. + hostNixSystem = stdenv.hostPlatform.system; + + # The Nix system of the host platform for the CUDA redistributable. + hostRedistSystem = getRedistSystem { + inherit (passthruExtra) cudaCapabilities; + inherit cudaMajorMinorVersion; + inherit (stdenv.hostPlatform) system; + }; + + # Sets whether packages should be built with forward compatibility. + # TODO(@connorbaker): If the requested CUDA capabilities are not supported by the current CUDA version, + # should we throw an evaluation warning and build with forward compatibility? + cudaForwardCompat = config.cudaForwardCompat or true; + + # CUDA capabilities which are supported by the current CUDA version. + supportedCudaCapabilities = filter ( + cudaCapability: + _cudaCapabilityIsSupported cudaMajorMinorVersion cudaCapabilityToInfo.${cudaCapability} + ) allSortedCudaCapabilities; + + # Find the default set of capabilities for this CUDA version using the list of supported capabilities. + # Includes only baseline capabilities. + defaultCudaCapabilities = filter ( + cudaCapability: + _cudaCapabilityIsDefault cudaMajorMinorVersion cudaCapabilityToInfo.${cudaCapability} + ) passthruExtra.supportedCudaCapabilities; + + # The resolved requested or default CUDA capabilities. + cudaCapabilities = + if config.cudaCapabilities or [ ] != [ ] then + config.cudaCapabilities + else + passthruExtra.defaultCudaCapabilities; + + # Requested architecture-specific CUDA capabilities. + requestedArchitectureSpecificCudaCapabilities = intersectLists architectureSpecificCudaCapabilities passthruExtra.cudaCapabilities; + + # Whether the requested CUDA capabilities include architecture-specific CUDA capabilities. + hasArchitectureSpecificCudaCapability = + passthruExtra.requestedArchitectureSpecificCudaCapabilities != [ ]; + + # Requested family-specific CUDA capabilities. + requestedFamilySpecificCudaCapabilities = intersectLists familySpecificCudaCapabilities passthruExtra.cudaCapabilities; + + # Whether the requested CUDA capabilities include family-specific CUDA capabilities. + hasFamilySpecificCudaCapability = passthruExtra.requestedFamilySpecificCudaCapabilities != [ ]; + + # Requested Jetson CUDA capabilities. + requestedJetsonCudaCapabilities = intersectLists jetsonCudaCapabilities passthruExtra.cudaCapabilities; + + # Whether the requested CUDA capabilities include Jetson CUDA capabilities. + hasJetsonCudaCapability = passthruExtra.requestedJetsonCudaCapabilities != [ ]; + }; + + assertions = + let + # Jetson devices (pre-Thor) cannot be targeted by the same binaries which target non-Jetson devices. While + # NVIDIA provides both `linux-aarch64` and `linux-sbsa` packages, which both target `aarch64`, + # they are built with different settings and cannot be mixed. + preThorJetsonCudaCapabilities = filter (flip versionOlder "10.1") passthruExtra.requestedJetsonCudaCapabilities; + postThorJetsonCudaCapabilities = filter (flip versionAtLeast "10.1") passthruExtra.requestedJetsonCudaCapabilities; + + # Remove all known capabilities from the user's list to find unrecognized capabilities. + unrecognizedCudaCapabilities = subtractLists allSortedCudaCapabilities passthruExtra.cudaCapabilities; + + # Capabilities which are too old for this CUDA version. + tooOldCudaCapabilities = filter ( + cap: + let + # This can be null! + maybeMax = cudaCapabilityToInfo.${cap}.maxCudaMajorMinorVersion; + in + maybeMax != null && lib.versionOlder maybeMax cudaMajorMinorVersion + ) passthruExtra.cudaCapabilities; + + # Capabilities which are too new for this CUDA version. + tooNewCudaCapabilities = filter ( + cap: lib.versionOlder cudaMajorMinorVersion cudaCapabilityToInfo.${cap}.minCudaMajorMinorVersion + ) passthruExtra.cudaCapabilities; + in + [ + { + message = "Requested unrecognized CUDA capabilities: ${toJSON unrecognizedCudaCapabilities}"; + assertion = unrecognizedCudaCapabilities == [ ]; + } + { + message = "Requested CUDA capabilities which are too old for CUDA ${cudaMajorMinorVersion}: ${toJSON tooOldCudaCapabilities}"; + assertion = tooOldCudaCapabilities == [ ]; + } + { + message = "Requested CUDA capabilities which are too new for CUDA ${cudaMajorMinorVersion}: ${toJSON tooNewCudaCapabilities}"; + assertion = tooNewCudaCapabilities == [ ]; + } + { + message = + "Requested Jetson CUDA capabilities (${toJSON passthruExtra.requestedJetsonCudaCapabilities}) require " + + "hostPlatform (${passthruExtra.hostNixSystem}) to be aarch64-linux"; + assertion = passthruExtra.hasJetsonCudaCapability -> passthruExtra.hostNixSystem == "aarch64-linux"; + } + { + message = + "Requested pre-Thor (10.1) Jetson CUDA capabilities (${toJSON preThorJetsonCudaCapabilities}) cannot be " + + "specified with other capabilities (${toJSON (subtractLists preThorJetsonCudaCapabilities passthruExtra.cudaCapabilities)})"; + assertion = + # If there are preThorJetsonCudaCapabilities, they must be the only requested capabilities. + preThorJetsonCudaCapabilities != [ ] + -> preThorJetsonCudaCapabilities == passthruExtra.cudaCapabilities; + } + { + message = + "Requested pre-Thor (10.1) Jetson CUDA capabilities (${toJSON preThorJetsonCudaCapabilities}) require " + + "computed NVIDIA hostRedistSystem (${passthruExtra.hostRedistSystem}) to be linux-aarch64"; + assertion = + preThorJetsonCudaCapabilities != [ ] -> passthruExtra.hostRedistSystem == "linux-aarch64"; + } + { + message = + "Requested post-Thor (10.1) Jetson CUDA capabilities (${toJSON postThorJetsonCudaCapabilities}) require " + + "computed NVIDIA hostRedistSystem (${passthruExtra.hostRedistSystem}) to be linux-sbsa"; + assertion = postThorJetsonCudaCapabilities != [ ] -> passthruExtra.hostRedistSystem == "linux-sbsa"; + } + ]; + + failedAssertionsString = _mkFailedAssertionsString assertions; + + # TODO(@connorbaker): Seems like `stdenvAdapters.useLibsFrom` breaks clangStdenv's ability to find header files. + # To reproduce: use `nix shell .#cudaPackages_12_6.backendClangStdenv.cc` since CUDA 12.6 supports at most Clang + # 18, but the current stdenv uses Clang 19, requiring this code path. + # With: + # + # ```cpp + # #include + # + # int main() { + # double value = 0.5; + # double result = std::sin(value); + # return 0; + # } + # ``` + # + # we get: + # + # ```console + # $ clang++ ./main.cpp + # ./main.cpp:1:10: fatal error: 'cmath' file not found + # 1 | #include + # | ^~~~~~~ + # 1 error generated. + # ``` + # TODO(@connorbaker): Seems like even using unmodified `clangStdenv` causes issues -- saxpy fails to build CMake + # errors during CUDA compiler identification about invalid redefinitions of things like `realpath`. + backendStdenv = + let + hostCCName = + if stdenv.cc.isGNU then + "gcc" + else if stdenv.cc.isClang then + "clang" + else + throw "cudaPackages.backendStdenv: unsupported host compiler: ${stdenv.cc.name}"; + + versions = nvccCompatibilities.${cudaMajorMinorVersion}.${hostCCName}; + + stdenvIsSupportedVersion = + versionAtLeast (major stdenv.cc.version) versions.minMajorVersion + && versionAtLeast versions.maxMajorVersion (major stdenv.cc.version); + + maybeGetVersionedCC = + if hostCCName == "gcc" then + version: pkgs."gcc${version}Stdenv" or null + else + version: pkgs."llvmPackages_${version}".stdenv or null; + + maybeHostStdenv = + pipe (range (toIntBase10 versions.minMajorVersion) (toIntBase10 versions.maxMajorVersion)) + [ + # Convert integers to strings. + (map toString) + # Prefer the highest available version. + reverseList + # Map to the actual stdenvs or null if unavailable. + (map maybeGetVersionedCC) + # Get the first available version. + (findFirst (x: x != null) null) + ]; + in + # If the current stdenv's compiler version is compatible, or we're on an unsupported host system, use stdenv + # directly. + # If we're on an unsupported host system (like darwin), there's not much else we can do, but we should not break + # evaluation on unsupported systems. + if stdenvIsSupportedVersion || passthruExtra.hostRedistSystem == "unsupported" then + stdenv + # Otherwise, try to find a compatible stdenv. + else + assert assertMsg (maybeHostStdenv != null) + "backendStdenv: no supported host compiler found (tried ${hostCCName} ${versions.minMajorVersion} to ${versions.maxMajorVersion})"; + stdenvAdapters.useLibsFrom stdenv maybeHostStdenv; +in +# TODO: Consider testing whether we in fact use the newer libstdc++ +assert assertMsg (failedAssertionsString == "") + "${mkVersionedName "cudaPackages" cudaMajorMinorVersion}.backendStdenv has failed assertions:${failedAssertionsString}"; +backendStdenv.override (prevArgs: { + extraAttrs = prevArgs.extraAttrs or { } // passthruExtra; +}) diff --git a/pkgs/python-modules/cuda-bindings/default.nix b/pkgs/python-modules/cuda-bindings/default.nix index cb800e3f..5f1dd3bd 100644 --- a/pkgs/python-modules/cuda-bindings/default.nix +++ b/pkgs/python-modules/cuda-bindings/default.nix @@ -1,90 +1,66 @@ { + stdenv, lib, buildPythonPackage, - fetchFromGitHub, + fetchPypi, + python, symlinkJoin, autoAddDriverRunpath, - cython, - pyclibrary, - setuptools, + autoPatchelfHook, + pythonWheelDepsCheckHook, cuda-pathfinder, cudaPackages, - versioneer, }: let - outpaths = - with cudaPackages; - [ - cuda_cudart - cuda_nvcc - cuda_nvrtc - cuda_profiler_api - libcufile - ] - ++ lib.optionals (cudaAtLeast "13.0") [ cuda_crt ]; - - cudatoolkit_joined = symlinkJoin { - name = "cudatoolkit-joined-${cudaPackages.cudaMajorMinorVersion}"; - paths = - outpaths ++ lib.concatMap (outpath: lib.map (output: outpath.${output}) outpath.outputs) outpaths; - }; - - versionHashes = { - "12.6" = { - version = "12.6.2.post1"; - hash = "sha256-MG6q+Hyo0H4XKZLbtFQqfen6T2gxWzyk1M9jWryjjj4="; - }; - "12.8" = { - version = "12.8.0"; - hash = "sha256-7e9w70KkC6Pcvyu6Cwt5Asrc3W9TgsjiGvArRTer6Oc="; + versionHashes = + let + cuda_12 = { + version = "12.9.4"; + hash = "sha256-Mr3Fp2kGvkxh65j1RqZ4bFdzqIHzsWZIZEm10UHko58="; + }; + in + { + "12.6" = cuda_12; + "12.8" = cuda_12; + "12.9" = cuda_12; + "13.0" = { + version = "13.0.3"; + hash = "sha256-US0NgDpeR6ikLVo0zgkygCv3L+lS/bEax5hxWjXG5cs="; + }; }; - "12.9" = { - version = "12.9.4"; - hash = "sha256-eqdBBlcfuVCFNl0osKV4lfH0QjWxdyThTDLhEFZrPKM="; - }; - "13.0" = { - version = "13.0.3"; - hash = "sha256-Uq1oQWtilocQPh6cZ3P/L/L6caCHv17u1y67sm5fhhA="; - }; - }; versionHash = versionHashes.${cudaPackages.cudaMajorMinorVersion} or (throw "Unsupported CUDA version: ${cudaPackages.cudaMajorMinorVersion}"); inherit (versionHash) hash version; + format = "wheel"; + pyShortVersion = "cp" + builtins.replaceStrings [ "." ] [ "" ] python.pythonVersion; + in buildPythonPackage { + inherit format; pname = "cuda-bindings"; inherit version; - pyproject = true; - src = fetchFromGitHub { - owner = "NVIDIA"; - repo = "cuda-python"; - rev = "v${version}"; - inherit hash; + src = fetchPypi { + pname = "cuda_bindings"; + python = pyShortVersion; + abi = pyShortVersion; + dist = pyShortVersion; + platform = "manylinux_2_24_${stdenv.hostPlatform.uname.processor}.manylinux_2_28_${stdenv.hostPlatform.uname.processor}"; + inherit format hash version; }; - sourceRoot = "source/cuda_bindings"; - - build-system = [ - cython - pyclibrary - setuptools - versioneer - ]; - - dependencies = [ cuda-pathfinder ]; - nativeBuildInputs = [ autoAddDriverRunpath - cudaPackages.cuda_nvcc + autoPatchelfHook + pythonWheelDepsCheckHook ]; - env.CUDA_HOME = cudatoolkit_joined; + dependencies = [ cuda-pathfinder ]; pythonImportsCheck = [ "cuda.bindings" ]; } diff --git a/pkgs/python-modules/torch/archs.nix b/pkgs/python-modules/torch/archs.nix index 3dd93448..56304771 100644 --- a/pkgs/python-modules/torch/archs.nix +++ b/pkgs/python-modules/torch/archs.nix @@ -97,9 +97,56 @@ "8.6" "9.0" ]; - # Not a supported upstream configuration, but keep it around for - # builds that fail on newer CUDA versions. - "12.4" = [ + }; + + supportedTorchRocmArchs = [ + # https://github.com/pytorch/pytorch/blob/21fec65781bebe867faf209f89bb687ffd236ca4/.ci/docker/manywheel/build.sh#L92 + "gfx900" + "gfx906" + "gfx908" + "gfx90a" + "gfx942" + "gfx1030" + "gfx1100" + "gfx1101" + "gfx1102" + "gfx1200" + "gfx1201" + ]; + }; + + "2.10" = { + # https://github.com/pytorch/pytorch/blob/release/2.9/.ci/manywheel/build_cuda.sh + capsPerCudaVersion = { + "13.0" = [ + "7.5" + "8.0" + "8.6" + "9.0" + "10.0" + "12.0" + ]; + # NOTE: 12.9 does not seem to be in RC builds, check if needed for final release. + # https://download.pytorch.org/whl/test/torch/ + "12.9" = [ + "7.0" + "7.5" + "8.0" + "8.6" + "9.0" + "10.0" + "12.0" + ]; + "12.8" = [ + "7.0" + "7.5" + "8.0" + "8.6" + "9.0" + "10.0" + "12.0" + ]; + "12.6" = [ "5.0" "6.0" "7.0" @@ -111,18 +158,22 @@ }; supportedTorchRocmArchs = [ - # https://github.com/pytorch/pytorch/blob/21fec65781bebe867faf209f89bb687ffd236ca4/.ci/docker/manywheel/build.sh#L92 + # https://github.com/pytorch/pytorch/blob/release/2.10/.ci/docker/almalinux/build.sh "gfx900" "gfx906" "gfx908" "gfx90a" "gfx942" + "gfx950" "gfx1030" "gfx1100" "gfx1101" "gfx1102" + "gfx1150" + "gfx1151" "gfx1200" "gfx1201" ]; }; + } diff --git a/pkgs/python-modules/torch/binary/download_torch_versions.py b/pkgs/python-modules/torch/binary/download_torch_versions.py new file mode 100755 index 00000000..ae39e5ec --- /dev/null +++ b/pkgs/python-modules/torch/binary/download_torch_versions.py @@ -0,0 +1,154 @@ +#!/usr/bin/env nix-shell +#!nix-shell -i python3 -p python3 +""" +Script to download torch wheels from torch-versions.json + +This script downloads all the wheel variants specified in torch-versions.json +to a user-provided directory. Wheels that already exist in the target directory +will not be re-downloaded. +""" + +import argparse +import json +import os +import sys +import urllib.parse +import urllib.request + +from torch_versions import PYTHON_VERSION, generate_pytorch_url + + +def download_wheel(url: str, target_dir: str) -> None: + """Download a wheel file to the target directory.""" + filename = url.split("/")[-1] + clean_filename = urllib.parse.unquote(filename) + target_path = os.path.join(target_dir, clean_filename) + + if os.path.exists(target_path): + print(f" Skipping (already exists): {clean_filename}") + return + + print(f" Downloading: {clean_filename}") + print(f" URL: {url}") + + try: + urllib.request.urlretrieve(url, target_path) + print(f" ✓ Downloaded successfully") + except Exception as e: + print(f" ✗ Error downloading: {e}", file=sys.stderr) + if os.path.exists(target_path): + os.remove(target_path) + raise + + +def main(): + parser = argparse.ArgumentParser( + description="Download PyTorch wheels from torch-versions.json" + ) + parser.add_argument( + "torch_versions_file", + help="Path to torch-versions.json file", + ) + parser.add_argument("target_dir", help="Directory to download wheels to") + parser.add_argument( + "--torch-version", + help="Only download wheels for this specific torch version (e.g., 2.9.0)", + ) + + args = parser.parse_args() + + if not os.path.exists(args.target_dir): + print(f"Creating target directory: {args.target_dir}") + os.makedirs(args.target_dir, exist_ok=True) + + try: + with open(args.torch_versions_file, "r") as f: + torch_versions = json.load(f) + except FileNotFoundError: + print(f"Error: {args.torch_versions_file} not found", file=sys.stderr) + sys.exit(1) + except json.JSONDecodeError as e: + print(f"Error parsing {args.torch_versions_file}: {e}", file=sys.stderr) + sys.exit(1) + + total_downloads = 0 + total_skipped = 0 + + for entry in torch_versions: + torch_version = entry.get("torchVersion") + torch_testing = entry.get("torchTesting") + cuda_version = entry.get("cudaVersion") + rocm_version = entry.get("rocmVersion") + xpu_version = entry.get("xpuVersion") + cpu = entry.get("cpu", False) + metal = entry.get("metal", False) + systems = entry.get("systems", []) + + if not torch_version: + print(f"Skipping entry without torchVersion: {entry}", file=sys.stderr) + continue + + if args.torch_version and torch_version != args.torch_version: + continue + + if cuda_version is not None: + framework_type = "cuda" + framework_version = cuda_version + print(f"Processing torch {torch_version} with CUDA {cuda_version}") + elif rocm_version is not None: + framework_type = "rocm" + framework_version = rocm_version + print(f"Processing torch {torch_version} with ROCm {rocm_version}") + elif xpu_version is not None: + framework_type = "xpu" + framework_version = xpu_version + print(f"Processing torch {torch_version} with XPU {xpu_version}") + elif cpu: + framework_type = "cpu" + framework_version = "cpu" + print(f"Processing torch {torch_version} (CPU build)") + elif metal: + framework_type = "cpu" + framework_version = "cpu" + print( + f"Processing torch {torch_version} (CPU-only build with Metal support)" + ) + else: + print( + f"Skipping entry without framework specification: {entry}", + file=sys.stderr, + ) + continue + + for system in systems: + print(f" Processing system: {system}") + + url = generate_pytorch_url( + torch_version, + framework_version, + framework_type, + PYTHON_VERSION, + system, + testing=torch_testing is not None, + ) + + filename = url.split("/")[-1] + clean_filename = urllib.parse.unquote(filename) + target_path = os.path.join(args.target_dir, clean_filename) + + if os.path.exists(target_path): + total_skipped += 1 + else: + total_downloads += 1 + + try: + download_wheel(url, args.target_dir) + except Exception: + sys.exit(1) + + print(f" Downloaded: {total_downloads} wheel(s)") + print(f" Skipped: {total_skipped} wheel(s)") + + +if __name__ == "__main__": + main() diff --git a/pkgs/python-modules/torch/binary/generate_torch_versions.py b/pkgs/python-modules/torch/binary/generate_torch_versions.py index e646dcec..c6dd2637 100755 --- a/pkgs/python-modules/torch/binary/generate_torch_versions.py +++ b/pkgs/python-modules/torch/binary/generate_torch_versions.py @@ -8,16 +8,24 @@ will not be processed again to avoid redownloading/hashing. """ +import argparse import json +import os import subprocess import sys import urllib.parse from typing import Dict -import os -OUTPUT_FILE = "torch-versions-hash.json" +from torch_versions import ( + PYTHON_VERSION, + cuda_version_to_framework, + generate_pytorch_rc_hf_url, + generate_pytorch_url, + rocm_version_to_framework, + version_to_major_minor, +) -PYTHON_VERSION = "cp313" +OUTPUT_FILE = "torch-versions-hash.json" def load_existing_hashes() -> Dict[str, str]: @@ -48,84 +56,6 @@ def load_existing_hashes() -> Dict[str, str]: return {} -def cuda_version_to_framework(cuda_version: str) -> str: - """Convert CUDA version like '11.8' to framework identifier like 'cu118'""" - return f"cu{cuda_version.replace('.', '')}" - - -def rocm_version_to_framework(rocm_version: str) -> str: - """Convert ROCm version like '6.3' to framework identifier like 'rocm6.3'""" - return f"rocm{rocm_version}" - - -def version_to_major_minor(version: str) -> str: - """Convert version like '2.8.0' to '2.8'""" - parts = version.split(".") - if len(parts) >= 2: - return f"{parts[0]}.{parts[1]}" - return version - - -def system_to_platform(system: str, framework_type: str = None) -> str: - """Convert system identifier to platform string for wheel naming""" - # XPU uses a different platform format - if framework_type == "xpu": - xpu_platform_map = { - "x86_64-linux": "linux_x86_64", - } - return xpu_platform_map.get(system, system) - - platform_map = { - "x86_64-linux": "manylinux_2_28_x86_64", - "aarch64-linux": "manylinux_2_28_aarch64", - "aarch64-darwin": "macosx_11_0_arm64", - } - return platform_map.get(system, system) - - -def generate_pytorch_url( - torch_version: str, - framework_version: str, - framework_type: str, - python_version: str, - system: str, -) -> str: - """Generate PyTorch wheel download URL.""" - platform = system_to_platform(system, framework_type) - - # macOS uses CPU wheels (no CUDA/ROCm/XPU support) - if "darwin" in system: - framework_dir = "cpu" - version_part = torch_version - abi_tag = "none" if "darwin" in system else python_version - wheel_name = f"torch-{version_part}-{python_version}-{abi_tag}-{platform}.whl" - elif framework_type == "cpu": - framework_dir = "cpu" - version_part = f"{torch_version}%2Bcpu" - abi_tag = python_version - wheel_name = f"torch-{version_part}-{python_version}-{abi_tag}-{platform}.whl" - elif framework_type == "xpu": - framework = "xpu" - framework_dir = framework - version_part = f"{torch_version}%2B{framework}" - abi_tag = python_version - wheel_name = f"torch-{version_part}-{python_version}-{abi_tag}-{platform}.whl" - else: - if framework_type == "cuda": - framework = cuda_version_to_framework(framework_version) - elif framework_type == "rocm": - framework = rocm_version_to_framework(framework_version) - else: - raise ValueError(f"Unsupported framework type: {framework_type}") - - framework_dir = framework - version_part = f"{torch_version}%2B{framework}" - abi_tag = python_version - wheel_name = f"torch-{version_part}-{python_version}-{abi_tag}-{platform}.whl" - - return f"https://download.pytorch.org/whl/{framework_dir}/{wheel_name}" - - def compute_nix_hash(url: str) -> str: try: print(f"Fetching hash for: {url}") @@ -178,27 +108,38 @@ def compute_nix_hash(url: str) -> str: def main(): + parser = argparse.ArgumentParser( + description="Generate torch-versions-hash.json from torch-versions.json" + ) + parser.add_argument( + "torch_versions_file", + help="Path to torch-versions.json file", + ) + + args = parser.parse_args() + existing_hashes = load_existing_hashes() cache_hits = 0 cache_misses = 0 try: - with open("torch-versions.json", "r") as f: + with open(args.torch_versions_file, "r") as f: torch_versions = json.load(f) except FileNotFoundError: - print("Error: torch-versions.json not found", file=sys.stderr) + print(f"Error: {args.torch_versions_file} not found", file=sys.stderr) sys.exit(1) except json.JSONDecodeError as e: - print(f"Error parsing torch-versions.json: {e}", file=sys.stderr) + print(f"Error parsing {args.torch_versions_file}: {e}", file=sys.stderr) sys.exit(1) urls_hashes = {} - print(f"Processing {len(torch_versions)} entries from torch-versions.json") + print(f"Processing {len(torch_versions)} entries from {args.torch_versions_file}") print(f"Found {len(existing_hashes)} existing hashes") for entry in torch_versions: torch_version = entry.get("torchVersion") + torch_testing = entry.get("torchTesting") cuda_version = entry.get("cudaVersion") rocm_version = entry.get("rocmVersion") xpu_version = entry.get("xpuVersion") @@ -212,15 +153,15 @@ def main(): version_key = version_to_major_minor(torch_version) - if cuda_version: + if cuda_version is not None: framework_type = "cuda" framework_version = cuda_version print(f"Processing torch {torch_version} with CUDA {cuda_version}") - elif rocm_version: + elif rocm_version is not None: framework_type = "rocm" framework_version = rocm_version print(f"Processing torch {torch_version} with ROCm {rocm_version}") - elif xpu_version: + elif xpu_version is not None: framework_type = "xpu" framework_version = xpu_version print(f"Processing torch {torch_version} with XPU {xpu_version}") @@ -268,9 +209,24 @@ def main(): ) continue - url = generate_pytorch_url( - torch_version, framework_version, framework_type, PYTHON_VERSION, system - ) + if torch_testing is not None: + url = generate_pytorch_rc_hf_url( + torch_version, + framework_version, + framework_type, + PYTHON_VERSION, + system, + torch_testing, + ) + else: + url = generate_pytorch_url( + torch_version, + framework_version, + framework_type, + PYTHON_VERSION, + system, + testing=False, + ) print(f" URL: {url}") was_cached = url in existing_hashes @@ -303,7 +259,7 @@ def main(): total_urls = cache_hits + cache_misses if total_urls > 0: print( - f"Cache statistics: {cache_hits}/{total_urls} hits ({cache_hits/total_urls*100:.1f}% hit rate)" + f"Cache statistics: {cache_hits}/{total_urls} hits ({cache_hits / total_urls * 100:.1f}% hit rate)" ) diff --git a/pkgs/python-modules/torch/binary/generic.nix b/pkgs/python-modules/torch/binary/generic.nix index 98209383..32340919 100644 --- a/pkgs/python-modules/torch/binary/generic.nix +++ b/pkgs/python-modules/torch/binary/generic.nix @@ -27,6 +27,7 @@ zlib, # Python dependencies + cuda-bindings, filelock, fsspec, jinja2, @@ -70,6 +71,7 @@ let aotritonVersions = with rocmPackages; { "2.8" = aotriton_0_10; "2.9" = aotriton_0_11; + "2.10" = aotriton_0_11_1; }; aotriton = @@ -212,6 +214,9 @@ buildPythonPackage { ] ++ lib.optionals tritonSupport [ effectiveTriton + ] + ++ lib.optionals (cudaSupport && lib.versionAtLeast version "2.10") [ + cuda-bindings ]; pythonRelaxWheelDeps = [ @@ -251,6 +256,7 @@ buildPythonPackage { "oneccl-devel" "oneccl" "impi-rt" + "onemkl-license" "onemkl-sycl-blas" "onemkl-sycl-dft" "onemkl-sycl-lapack" diff --git a/pkgs/python-modules/torch/binary/torch-versions-hash.json b/pkgs/python-modules/torch/binary/torch-versions-hash.json index d1124f96..fe1a7602 100644 --- a/pkgs/python-modules/torch/binary/torch-versions-hash.json +++ b/pkgs/python-modules/torch/binary/torch-versions-hash.json @@ -124,5 +124,68 @@ "version": "2.9.0" } } + }, + "2.10": { + "x86_64-linux": { + "cu126": { + "url": "https://huggingface.co/danieldk/pytorch-rc/resolve/main/rc3/torch-2.10.0%2Bcu126-cp313-cp313-manylinux_2_28_x86_64.whl", + "hash": "sha256-1wLBRz7Ti86yE3Ozd6jtAx5akDIXiNyaag12pUgxcH0=", + "version": "2.10.0" + }, + "cu128": { + "url": "https://huggingface.co/danieldk/pytorch-rc/resolve/main/rc3/torch-2.10.0%2Bcu128-cp313-cp313-manylinux_2_28_x86_64.whl", + "hash": "sha256-+S7p0m4/Txu+tH75r97Jc5k3UJjqdoFrNNY4kcxHYA4=", + "version": "2.10.0" + }, + "cu130": { + "url": "https://huggingface.co/danieldk/pytorch-rc/resolve/main/rc3/torch-2.10.0%2Bcu130-cp313-cp313-manylinux_2_28_x86_64.whl", + "hash": "sha256-IGZoVwq6ur7HSM6TUz36UKb7Vspm4Q2+x4fL8SsM7rA=", + "version": "2.10.0" + }, + "rocm70": { + "url": "https://huggingface.co/danieldk/pytorch-rc/resolve/main/rc3/torch-2.10.0%2Brocm7.0-cp313-cp313-manylinux_2_28_x86_64.whl", + "hash": "sha256-xhTv9m3Ef4CGtXfGdflljgN2KaTMc2DLEhjoN6oOnIo=", + "version": "2.10.0" + }, + "rocm71": { + "url": "https://huggingface.co/danieldk/pytorch-rc/resolve/main/rc3/torch-2.10.0%2Brocm7.1-cp313-cp313-manylinux_2_28_x86_64.whl", + "hash": "sha256-lyeXA3OJPWEgQG2E1naedSSSFDbUN5ERA4nQBlmCF7E=", + "version": "2.10.0" + }, + "cpu": { + "url": "https://huggingface.co/danieldk/pytorch-rc/resolve/main/rc3/torch-2.10.0%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl", + "hash": "sha256-sKKsfp3X1MCzn0jJAOVv4vDbZ2DAEM4RhOzg/1Rxqn0=", + "version": "2.10.0" + }, + "xpu": { + "url": "https://huggingface.co/danieldk/pytorch-rc/resolve/main/rc3/torch-2.10.0%2Bxpu-cp313-cp313-linux_x86_64.whl", + "hash": "sha256-vfJ5n/W5y0eanB5Pry1UHRAuYE/MwB0NRnHHPgPxs+E=", + "version": "2.10.0" + } + }, + "aarch64-linux": { + "cu126": { + "url": "https://huggingface.co/danieldk/pytorch-rc/resolve/main/rc3/torch-2.10.0%2Bcu126-cp313-cp313-manylinux_2_28_aarch64.whl", + "hash": "sha256-2UiwJsUvzQKZOVnaD7gPY+eTbLf3lbnvqWugLlZ+YcM=", + "version": "2.10.0" + }, + "cu128": { + "url": "https://huggingface.co/danieldk/pytorch-rc/resolve/main/rc3/torch-2.10.0%2Bcu128-cp313-cp313-manylinux_2_28_aarch64.whl", + "hash": "sha256-y+GEuo2I5KRr1YELn4Xf28u11wr+OWiZYKwyuXAcoyE=", + "version": "2.10.0" + }, + "cpu": { + "url": "https://huggingface.co/danieldk/pytorch-rc/resolve/main/rc3/torch-2.10.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", + "hash": "sha256-QnBACJwjfwxuvWBL1i98tBhnRdum61ec/o7OlN9VIIo=", + "version": "2.10.0" + } + }, + "aarch64-darwin": { + "cpu": { + "url": "https://huggingface.co/danieldk/pytorch-rc/resolve/main/rc3/torch-2.10.0-cp313-none-macosx_11_0_arm64.whl", + "hash": "sha256-++MhX1RYrmggUo6Uida4UADzuKY1SQ61AtWpjbU2GTM=", + "version": "2.10.0" + } + } } } \ No newline at end of file diff --git a/pkgs/python-modules/torch/binary/torch-versions.json b/pkgs/python-modules/torch/binary/torch-versions.json index d65a0560..d9faa48a 100644 --- a/pkgs/python-modules/torch/binary/torch-versions.json +++ b/pkgs/python-modules/torch/binary/torch-versions.json @@ -79,5 +79,54 @@ "torchVersion": "2.9.0", "xpuVersion": "2025.2.1", "systems": ["x86_64-linux"] + }, + + { + "torchVersion": "2.10.0", + "torchTesting": "rc3", + "cudaVersion": "12.6", + "systems": ["x86_64-linux", "aarch64-linux"] + }, + { + "torchVersion": "2.10.0", + "torchTesting": "rc3", + "cudaVersion": "12.8", + "systems": ["x86_64-linux", "aarch64-linux"] + }, + { + "torchVersion": "2.10.0", + "torchTesting": "rc3", + "cudaVersion": "13.0", + "systems": ["x86_64-linux"] + }, + { + "torchVersion": "2.10.0", + "torchTesting": "rc3", + "rocmVersion": "7.0", + "systems": ["x86_64-linux"] + }, + { + "torchVersion": "2.10.0", + "torchTesting": "rc3", + "rocmVersion": "7.1", + "systems": ["x86_64-linux"] + }, + { + "torchVersion": "2.10.0", + "torchTesting": "rc3", + "metal": true, + "systems": ["aarch64-darwin"] + }, + { + "torchVersion": "2.10.0", + "torchTesting": "rc3", + "cpu": true, + "systems": ["aarch64-linux", "x86_64-linux"] + }, + { + "torchVersion": "2.10.0", + "torchTesting": "rc3", + "xpuVersion": "2025.3.1", + "systems": ["x86_64-linux"] } ] diff --git a/pkgs/python-modules/torch/binary/torch_versions.py b/pkgs/python-modules/torch/binary/torch_versions.py new file mode 100644 index 00000000..c3aa154b --- /dev/null +++ b/pkgs/python-modules/torch/binary/torch_versions.py @@ -0,0 +1,122 @@ +""" +Shared utilities for working with PyTorch versions and wheel URLs. +""" + +PYTHON_VERSION = "cp313" + + +def cuda_version_to_framework(cuda_version: str) -> str: + """Convert CUDA version like '11.8' to framework identifier like 'cu118'""" + return f"cu{cuda_version.replace('.', '')}" + + +def rocm_version_to_framework(rocm_version: str) -> str: + """Convert ROCm version like '6.3' to framework identifier like 'rocm6.3'""" + return f"rocm{rocm_version}" + + +def version_to_major_minor(version: str) -> str: + """Convert version like '2.8.0' to '2.8'""" + parts = version.split(".") + if len(parts) >= 2: + return f"{parts[0]}.{parts[1]}" + return version + + +def system_to_platform(system: str, framework_type: str = None) -> str: + """Convert system identifier to platform string for wheel naming""" + if framework_type == "xpu": + xpu_platform_map = { + "x86_64-linux": "linux_x86_64", + } + return xpu_platform_map.get(system, system) + + platform_map = { + "x86_64-linux": "manylinux_2_28_x86_64", + "aarch64-linux": "manylinux_2_28_aarch64", + "aarch64-darwin": "macosx_11_0_arm64", + } + return platform_map.get(system, system) + + +def generate_pytorch_url( + torch_version: str, + framework_version: str, + framework_type: str, + python_version: str, + system: str, + testing: bool = False, +) -> str: + """Generate PyTorch wheel download URL.""" + platform = system_to_platform(system, framework_type) + + if "darwin" in system: + framework_dir = "cpu" + version_part = torch_version + abi_tag = "none" if "darwin" in system else python_version + wheel_name = f"torch-{version_part}-{python_version}-{abi_tag}-{platform}.whl" + elif framework_type == "cpu": + framework_dir = "cpu" + version_part = f"{torch_version}%2Bcpu" + abi_tag = python_version + wheel_name = f"torch-{version_part}-{python_version}-{abi_tag}-{platform}.whl" + elif framework_type == "xpu": + framework = "xpu" + framework_dir = framework + version_part = f"{torch_version}%2B{framework}" + abi_tag = python_version + wheel_name = f"torch-{version_part}-{python_version}-{abi_tag}-{platform}.whl" + else: + if framework_type == "cuda": + framework = cuda_version_to_framework(framework_version) + elif framework_type == "rocm": + framework = rocm_version_to_framework(framework_version) + else: + raise ValueError(f"Unsupported framework type: {framework_type}") + + framework_dir = framework + version_part = f"{torch_version}%2B{framework}" + abi_tag = python_version + wheel_name = f"torch-{version_part}-{python_version}-{abi_tag}-{platform}.whl" + + test_prefix = "test/" if testing else "" + return f"https://download.pytorch.org/whl/{test_prefix}{framework_dir}/{wheel_name}" + + +def generate_pytorch_rc_hf_url( + torch_version: str, + framework_version: str, + framework_type: str, + python_version: str, + system: str, + testing_release: str, +) -> str: + """Generate PyTorch wheel download URL from HuggingFace for testing releases.""" + platform = system_to_platform(system, framework_type) + + if "darwin" in system: + version_part = torch_version + abi_tag = "none" if "darwin" in system else python_version + wheel_name = f"torch-{version_part}-{python_version}-{abi_tag}-{platform}.whl" + elif framework_type == "cpu": + version_part = f"{torch_version}%2Bcpu" + abi_tag = python_version + wheel_name = f"torch-{version_part}-{python_version}-{abi_tag}-{platform}.whl" + elif framework_type == "xpu": + framework = "xpu" + version_part = f"{torch_version}%2B{framework}" + abi_tag = python_version + wheel_name = f"torch-{version_part}-{python_version}-{abi_tag}-{platform}.whl" + else: + if framework_type == "cuda": + framework = cuda_version_to_framework(framework_version) + elif framework_type == "rocm": + framework = rocm_version_to_framework(framework_version) + else: + raise ValueError(f"Unsupported framework type: {framework_type}") + + version_part = f"{torch_version}%2B{framework}" + abi_tag = python_version + wheel_name = f"torch-{version_part}-{python_version}-{abi_tag}-{platform}.whl" + + return f"https://huggingface.co/danieldk/pytorch-rc/resolve/main/{testing_release}/{wheel_name}" diff --git a/pkgs/rocm-packages/default.nix b/pkgs/rocm-packages/default.nix index eff12fe9..d3f9c772 100644 --- a/pkgs/rocm-packages/default.nix +++ b/pkgs/rocm-packages/default.nix @@ -26,6 +26,7 @@ let inherit (prev.callPackage ../aotriton { }) aotriton_0_10 aotriton_0_11 + aotriton_0_11_1 ; }) ]; diff --git a/pkgs/rocm-packages/overrides.nix b/pkgs/rocm-packages/overrides.nix index 5a31c76b..e7dfd53f 100644 --- a/pkgs/rocm-packages/overrides.nix +++ b/pkgs/rocm-packages/overrides.nix @@ -77,6 +77,9 @@ applyOverrides { # Can we change rocm-llvm to pick these up? installPhase = (prevAttrs.installPhase or "") + '' addAutoPatchelfSearchPath ${rocm-llvm}/lib/llvm/lib + + # Requires Python 3.12. + rm -f $out/lib/llvm/share/gdb/python/ompd/ompdModule.so ''; }; @@ -105,6 +108,12 @@ applyOverrides { ]; }; + rccl = + { roctracer }: + prevAttrs: { + buildInputs = prevAttrs.buildInputs ++ [ roctracer ]; + }; + rocfft = { hip-runtime-amd }: prevAttrs: { @@ -113,6 +122,7 @@ applyOverrides { rocm-llvm = { + hsa-rocr, libxml2, ncurses, zlib, @@ -120,6 +130,7 @@ applyOverrides { }: prevAttrs: { buildInputs = prevAttrs.buildInputs ++ [ + hsa-rocr libxml2 ncurses zlib diff --git a/pkgs/rocm-packages/rocm-7.0.1-metadata.json b/pkgs/rocm-packages/rocm-7.0.1-metadata.json deleted file mode 100644 index a1098754..00000000 --- a/pkgs/rocm-packages/rocm-7.0.1-metadata.json +++ /dev/null @@ -1,3619 +0,0 @@ -{ - "amd-smi-lib": { - "deps": [ - "rocm-core" - ], - "components": [ - { - "name": "amd-smi-lib", - "sha256": "b878c9f02840d1dda1c44f16e089ad5e85fbd44fc5d2d7e77bf9afbe8ffb9ab8", - "url": "https://repo.radeon.com/rocm/rhel8/7.0.1/main/amd-smi-lib-26.0.0.70001-42.el8.x86_64.rpm", - "version": "26.0.0.70001" - }, - { - "name": "amd-smi-lib-rpath", - "sha256": "059bb7d9a67d9693ef33e96dca3809422490d7c197edade15a6e7f6b4ab58ff7", - "url": "https://repo.radeon.com/rocm/rhel8/7.0.1/main/amd-smi-lib-rpath7.0.1-26.0.0.70001-42.el8.x86_64.rpm", - "version": "26.0.0.70001" - } - ], - "version": "26.0.0.70001" - }, - "amd-smi-lib-asan": { - "deps": [ - "rocm-core-asan" - ], - "components": [ - { - "name": "amd-smi-lib-asan", - "sha256": "c617423040f44d602fd8cf23ec3c4d27db6284b421df6accc97a14a16bf4d77f", - "url": "https://repo.radeon.com/rocm/rhel8/7.0.1/main/amd-smi-lib-asan-26.0.0.70001-42.el8.x86_64.rpm", - "version": "26.0.0.70001" - }, - { - "name": "amd-smi-lib-asan-rpath", - "sha256": "7c83b6dac899f76fec1abbea9811e97471dd2e3ae2da79fc44f359465c62b912", - "url": "https://repo.radeon.com/rocm/rhel8/7.0.1/main/amd-smi-lib-asan-rpath7.0.1-26.0.0.70001-42.el8.x86_64.rpm", - "version": "26.0.0.70001" - } - ], - "version": "26.0.0.70001" - }, - "comgr": { - "deps": [ - "rocm-core" - ], - "components": [ - { - "name": "comgr", - "sha256": "f13be5ee066ca4a8e21895922651faa8d29688133542862fac9738bc47992e77", - "url": "https://repo.radeon.com/rocm/rhel8/7.0.1/main/comgr-3.0.0.70001-42.el8.x86_64.rpm", - "version": "3.0.0.70001" - }, - { - "name": "comgr-rpath", - "sha256": "b40c08cb23e70606a27b50407e3a7056792a343ef73b0e254a6a760a8c7211ac", - "url": "https://repo.radeon.com/rocm/rhel8/7.0.1/main/comgr-rpath7.0.1-3.0.0.70001-42.el8.x86_64.rpm", - "version": "3.0.0.70001" - } - ], - "version": "3.0.0.70001" - }, - "comgr-asan": { - "deps": [ - "rocm-core-asan" - ], - "components": [ - { - "name": "comgr-asan", - "sha256": "024775d01fc18ecc0dbdfb6b47ba816ad62b40969b6b118c339ff9961d8ce6f6", - "url": "https://repo.radeon.com/rocm/rhel8/7.0.1/main/comgr-asan-3.0.0.70001-42.el8.x86_64.rpm", - "version": "3.0.0.70001" - }, - { - "name": "comgr-asan-rpath", - "sha256": "504337e5e05c8685e267db5f9cf48850294c32846fde502606c47133b727a73f", - "url": "https://repo.radeon.com/rocm/rhel8/7.0.1/main/comgr-asan-rpath7.0.1-3.0.0.70001-42.el8.x86_64.rpm", - "version": "3.0.0.70001" - } - ], - "version": "3.0.0.70001" - }, - "composablekernel-ckprofiler": { - "deps": [ - "rocm-core" - ], - "components": [ - { - "name": "composablekernel-ckprofiler", - "sha256": "efd4a32db4cba4db7825b64136ff05b1997b3b5cb4a3387ea6d135875217af7e", - "url": "https://repo.radeon.com/rocm/rhel8/7.0.1/main/composablekernel-ckprofiler-1.1.0.70001-42.el8.x86_64.rpm", - "version": "1.1.0.70001" - }, - { - "name": "composablekernel-ckprofiler-rpath", - "sha256": "0298bbb46a659b6c526d26df042f1541c6ef3fcfab6eccade4943f144b6c8acd", - "url": "https://repo.radeon.com/rocm/rhel8/7.0.1/main/composablekernel-ckprofiler-rpath7.0.1-1.1.0.70001-42.el8.x86_64.rpm", - "version": "1.1.0.70001" - } - ], - "version": "1.1.0.70001" - }, - "composablekernel-devel": { - "deps": [ - "rocm-core" - ], - "components": [ - { - "name": "composablekernel-devel", - "sha256": "41be45b492900e1e1c275e0d517c164fbdbd2be419e0403ae096e8c11eee5fb4", - "url": "https://repo.radeon.com/rocm/rhel8/7.0.1/main/composablekernel-devel-1.1.0.70001-42.el8.x86_64.rpm", - "version": "1.1.0.70001" - }, - { - "name": "composablekernel-devel-rpath", - "sha256": "ef0de9c0dc57f000cf8a0da8b49cc8d31485b111a330b0fa1cb19d5e62999438", - "url": 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"https://yum.repos.intel.com/oneapi/intel-pti-0.15-0.15.0-13.x86_64.rpm", + "version": "0.15.0" + } + ], + "version": "0.15.0" + }, + "intel-pti-dev": { + "deps": [ + "intel-pti" + ], + "components": [ + { + "name": "intel-pti-dev-0.15", + "sha256": "7415baaebb4f56e0e79a7e1df03e0e037049a7f6450e55c3782b4314e5bde504", + "url": "https://yum.repos.intel.com/oneapi/intel-pti-dev-0.15-0.15.0-13.x86_64.rpm", + "version": "0.15.0" + } + ], + "version": "0.15.0" + } +} diff --git a/pkgs/xpu-packages/onednn-xpu.nix b/pkgs/xpu-packages/onednn-xpu.nix index 2afd6210..38eefb13 100644 --- a/pkgs/xpu-packages/onednn-xpu.nix +++ b/pkgs/xpu-packages/onednn-xpu.nix @@ -20,6 +20,10 @@ let version = "3.9.1"; hash = "sha256-DbLW22LgG8wrBNMsxoUGlacHLcfIBwqyiv+HOmFDtxc="; }; + "2025.3" = { + version = "3.10.2"; + hash = "sha256-/e57voLBNun/2koTF3sEb0Z/nDjCwq9NJVk7TaTSvMY="; + }; }; oneDnnVersion = oneDnnVersions.${lib.versions.majorMinor dpcppVersion} diff --git a/versions.nix b/versions.nix index cbd937c4..02337db5 100644 --- a/versions.nix +++ b/versions.nix @@ -120,6 +120,68 @@ bundleBuild = true; } + { + torchVersion = "2.10"; + cudaVersion = "12.6"; + systems = [ + "x86_64-linux" + "aarch64-linux" + ]; + bundleBuild = true; + } + { + torchVersion = "2.10"; + cudaVersion = "12.8"; + systems = [ + "x86_64-linux" + "aarch64-linux" + ]; + bundleBuild = true; + } + { + torchVersion = "2.10"; + cudaVersion = "13.0"; + systems = [ + "x86_64-linux" + "aarch64-linux" + ]; + bundleBuild = true; + } + { + torchVersion = "2.10"; + rocmVersion = "7.0"; + systems = [ "x86_64-linux" ]; + bundleBuild = true; + } + { + torchVersion = "2.10"; + rocmVersion = "7.1"; + systems = [ "x86_64-linux" ]; + bundleBuild = true; + } + { + torchVersion = "2.10"; + cpu = true; + systems = [ + "aarch64-darwin" + "x86_64-linux" + "aarch64-linux" + ]; + bundleBuild = true; + } + { + torchVersion = "2.10"; + metal = true; + systems = [ "aarch64-darwin" ]; + bundleBuild = true; + } + { + torchVersion = "2.10"; + xpuVersion = "2025.3.1"; + systems = [ "x86_64-linux" ]; + bundleBuild = true; + } + # Non-standard versions; not included in bundle builds. #{ # torchVersion = "2.8";