mirror of
https://github.com/ROCm/jax.git
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422 lines
20 KiB
Plaintext
422 lines
20 KiB
Plaintext
# #############################################################################
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# All default build options below. These apply to all build commands.
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# #############################################################################
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# TODO: Enable Bzlmod
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common --noenable_bzlmod
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# TODO: Migrate for https://github.com/bazelbuild/bazel/issues/7260
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common --noincompatible_enable_cc_toolchain_resolution
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# Make Bazel print out all options from rc files.
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common --announce_rc
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# By default, execute all actions locally.
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build --spawn_strategy=local
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# Enable host OS specific configs. For instance, "build:linux" will be used
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# automatically when building on Linux.
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build --enable_platform_specific_config
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common --experimental_cc_shared_library
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# Do not use C-Ares when building gRPC.
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build --define=grpc_no_ares=true
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build --define=tsl_link_protobuf=true
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# Enable optimization.
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build -c opt
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# Suppress all warning messages.
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build --output_filter=DONT_MATCH_ANYTHING
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build --copt=-DMLIR_PYTHON_PACKAGE_PREFIX=jaxlib.mlir.
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# #############################################################################
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# Platform Specific configs below. These are automatically picked up by Bazel
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# depending on the platform that is running the build.
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# #############################################################################
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build:linux --config=posix
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build:linux --copt=-Wno-unknown-warning-option
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# Workaround for gcc 10+ warnings related to upb.
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# See https://github.com/tensorflow/tensorflow/issues/39467
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build:linux --copt=-Wno-stringop-truncation
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build:linux --copt=-Wno-array-parameter
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build:macos --config=posix
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build:macos --apple_platform_type=macos
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# Bazel 7.0.0 no longer supports dynamic symbol lookup on macOS. To resolve
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# undefined symbol errors in macOS arm64 builds, explicitly add the necessary
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# linker flags until dependencies are well defined. See
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# https://github.com/bazelbuild/bazel/issues/19730.
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build:macos --linkopt=-Wl,-undefined,dynamic_lookup
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build:macos --host_linkopt=-Wl,-undefined,dynamic_lookup
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# Use cc toolchains from apple_support for Apple builds.
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# https://github.com/bazelbuild/apple_support/tree/master?tab=readme-ov-file#bazel-6-setup
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build:macos --apple_crosstool_top=@local_config_apple_cc//:toolchain
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build:macos --crosstool_top=@local_config_apple_cc//:toolchain
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build:macos --host_crosstool_top=@local_config_apple_cc//:toolchain
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# Windows has a relatively short command line limit, which JAX has begun to hit.
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# See https://docs.bazel.build/versions/main/windows.html
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build:windows --features=compiler_param_file
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build:windows --features=archive_param_file
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# XLA uses M_* math constants that only get defined by MSVC headers if
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# _USE_MATH_DEFINES is defined.
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build:windows --copt=/D_USE_MATH_DEFINES
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build:windows --host_copt=/D_USE_MATH_DEFINES
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# Make sure to include as little of windows.h as possible
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build:windows --copt=-DWIN32_LEAN_AND_MEAN
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build:windows --host_copt=-DWIN32_LEAN_AND_MEAN
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build:windows --copt=-DNOGDI
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build:windows --host_copt=-DNOGDI
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# https://devblogs.microsoft.com/cppblog/announcing-full-support-for-a-c-c-conformant-preprocessor-in-msvc/
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# otherwise, there will be some compiling error due to preprocessing.
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build:windows --copt=/Zc:preprocessor
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build:windows --cxxopt=/std:c++17
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build:windows --host_cxxopt=/std:c++17
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# Generate PDB files, to generate useful PDBs, in opt compilation_mode
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# --copt /Z7 is needed.
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build:windows --linkopt=/DEBUG
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build:windows --host_linkopt=/DEBUG
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build:windows --linkopt=/OPT:REF
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build:windows --host_linkopt=/OPT:REF
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build:windows --linkopt=/OPT:ICF
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build:windows --host_linkopt=/OPT:ICF
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build:windows --incompatible_strict_action_env=true
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# #############################################################################
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# Feature-specific configurations. These are used by the CI configs below
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# depending on the type of build. E.g. `ci_linux_x86_64` inherits the Linux x86
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# configs such as `avx_linux` and `mkl_open_source_only`, `ci_linux_x86_64_cuda`
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# inherits `cuda` and `build_cuda_with_nvcc`, etc.
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# #############################################################################
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build:nonccl --define=no_nccl_support=true
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build:posix --copt=-fvisibility=hidden
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build:posix --copt=-Wno-sign-compare
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build:posix --cxxopt=-std=c++17
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build:posix --host_cxxopt=-std=c++17
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build:avx_posix --copt=-mavx
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build:avx_posix --host_copt=-mavx
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build:native_arch_posix --copt=-march=native
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build:native_arch_posix --host_copt=-march=native
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build:avx_linux --copt=-mavx
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build:avx_linux --host_copt=-mavx
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build:avx_windows --copt=/arch:AVX
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build:mkl_open_source_only --define=tensorflow_mkldnn_contraction_kernel=1
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# Config setting to build oneDNN with Compute Library for the Arm Architecture (ACL).
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build:mkl_aarch64_threadpool --define=build_with_mkl_aarch64=true
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build:mkl_aarch64_threadpool --@compute_library//:openmp=false
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build:mkl_aarch64_threadpool -c opt
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# Disable clang extention that rejects type definitions within offsetof.
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# This was added in clang-16 by https://reviews.llvm.org/D133574.
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# Can be removed once upb is updated, since a type definition is used within
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# offset of in the current version of ubp.
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# See https://github.com/protocolbuffers/upb/blob/9effcbcb27f0a665f9f345030188c0b291e32482/upb/upb.c#L183.
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build:clang --copt=-Wno-gnu-offsetof-extensions
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# Disable clang extention that rejects unknown arguments.
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build:clang --copt=-Qunused-arguments
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# Error on struct/class mismatches, since this causes link failures on Windows.
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build:clang --copt=-Werror=mismatched-tags
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# Don't error out on C++23 extensions. Needed for building the clang-19.
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build:clang --copt=-Wno-error=c23-extensions
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# Configs for CUDA
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build:cuda --repo_env TF_NEED_CUDA=1
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build:cuda --repo_env TF_NCCL_USE_STUB=1
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# "sm" means we emit only cubin, which is forward compatible within a GPU generation.
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# "compute" means we emit both cubin and PTX, which is larger but also forward compatible to future GPU generations.
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build:cuda --repo_env HERMETIC_CUDA_COMPUTE_CAPABILITIES="sm_50,sm_60,sm_70,sm_80,compute_90"
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build:cuda --crosstool_top=@local_config_cuda//crosstool:toolchain
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build:cuda --@local_config_cuda//:enable_cuda
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# Default hermetic CUDA and CUDNN versions.
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build:cuda --repo_env=HERMETIC_CUDA_VERSION="12.3.2"
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build:cuda --repo_env=HERMETIC_CUDNN_VERSION="9.1.1"
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build:cuda --@local_config_cuda//cuda:include_cuda_libs=true
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# This config is used for building targets with CUDA libraries from stubs.
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build:cuda_libraries_from_stubs --@local_config_cuda//cuda:include_cuda_libs=false
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# Force the linker to set RPATH, not RUNPATH. When resolving dynamic libraries,
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# ld.so prefers in order: RPATH, LD_LIBRARY_PATH, RUNPATH. JAX sets RPATH to
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# point to the $ORIGIN-relative location of the pip-installed NVIDIA CUDA
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# packages.
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# This has pros and cons:
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# * pro: we'll ignore other CUDA installations, which has frequently confused
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# users in the past. By setting RPATH, we'll always use the NVIDIA pip
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# packages if they are installed.
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# * con: the user cannot override the CUDA installation location
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# via LD_LIBRARY_PATH, if the nvidia-... pip packages are installed. This is
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# acceptable, because the workaround is "remove the nvidia-..." pip packages.
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# The list of CUDA pip packages that JAX depends on are present in setup.py.
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build:cuda --linkopt=-Wl,--disable-new-dtags
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# Build CUDA and other C++ targets with Clang
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build:build_cuda_with_clang --@local_config_cuda//:cuda_compiler=clang
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# Build CUDA with NVCC and other C++ targets with Clang
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build:build_cuda_with_nvcc --action_env=TF_NVCC_CLANG="1"
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build:build_cuda_with_nvcc --@local_config_cuda//:cuda_compiler=nvcc
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# Requires MSVC and LLVM to be installed
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build:win_clang --extra_toolchains=@local_config_cc//:cc-toolchain-x64_windows-clang-cl
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build:win_clang --extra_execution_platforms=//jax/tools/toolchains:x64_windows-clang-cl
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build:win_clang --compiler=clang-cl
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build:rocm_base --crosstool_top=@local_config_rocm//crosstool:toolchain
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build:rocm_base --define=using_rocm=true --define=using_rocm_hipcc=true
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build:rocm_base --repo_env TF_NEED_ROCM=1
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build:rocm_base --action_env TF_ROCM_AMDGPU_TARGETS="gfx900,gfx906,gfx908,gfx90a,gfx940,gfx941,gfx942,gfx1030,gfx1100,gfx1200,gfx1201"
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# Build with hipcc for ROCm and clang for the host.
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build:rocm --config=rocm_base
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build:rocm --action_env=TF_ROCM_CLANG="1"
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build:rocm --action_env=CLANG_COMPILER_PATH="/usr/lib/llvm-18/bin/clang"
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build:rocm --copt=-Wno-gnu-offsetof-extensions
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build:rocm --copt=-Qunused-arguments
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build:rocm --action_env=TF_HIPCC_CLANG="1"
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# #############################################################################
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# Cache options below.
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# #############################################################################
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# Public read-only cache
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build:public_cache --remote_cache="https://storage.googleapis.com/jax-bazel-cache/" --remote_upload_local_results=false
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# Cache pushes are limited to JAX's CI system.
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build:public_cache_push --config=public_cache --remote_upload_local_results=true --google_default_credentials
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# Note: the following cache configs are deprecated and will be removed soon.
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# Public read-only cache for Mac builds. JAX uses a GCS bucket to store cache
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# from JAX's Mac CI build. By applying --config=macos_cache, any local Mac build
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# should be able to read from this cache and potentially see a speedup. The
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# "oct2023" in the URL is just the date when the bucket was created and can be
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# disregarded. It still contains the latest cache that is being used.
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build:macos_cache --remote_cache="https://storage.googleapis.com/tensorflow-macos-bazel-cache/oct2023" --remote_upload_local_results=false
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# Cache pushes are limited to JAX's CI system.
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build:macos_cache_push --config=macos_cache --remote_upload_local_results=true --google_default_credentials
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# #############################################################################
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# CI Build config options below.
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# JAX uses these configs in CI builds for building artifacts and when running
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# Bazel tests.
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# #############################################################################
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# Linux x86 CI configs
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build:ci_linux_x86_64 --config=avx_linux --config=avx_posix
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build:ci_linux_x86_64 --config=mkl_open_source_only
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build:ci_linux_x86_64 --config=clang --verbose_failures=true
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build:ci_linux_x86_64 --color=yes
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# TODO(b/356695103): We do not have a CPU only toolchain so we use the CUDA
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# toolchain for both CPU and GPU builds.
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build:ci_linux_x86_64 --host_crosstool_top="@local_config_cuda//crosstool:toolchain"
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build:ci_linux_x86_64 --crosstool_top="@local_config_cuda//crosstool:toolchain"
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build:ci_linux_x86_64 --extra_toolchains="@local_config_cuda//crosstool:toolchain-linux-x86_64"
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build:ci_linux_x86_64 --repo_env=TF_SYSROOT="/dt9"
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# Clang path needs to be set for remote toolchain to be configured correctly.
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build:ci_linux_x86_64 --action_env=CLANG_CUDA_COMPILER_PATH="/usr/lib/llvm-18/bin/clang"
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# The toolchain in `--config=cuda` needs to be read before the toolchain in
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# `--config=ci_linux_x86_64`. Otherwise, we run into issues with manylinux
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# compliance.
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build:ci_linux_x86_64_cuda --config=cuda --config=build_cuda_with_nvcc
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build:ci_linux_x86_64_cuda --config=ci_linux_x86_64
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# Linux Aarch64 CI configs
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build:ci_linux_aarch64_base --config=clang --verbose_failures=true
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build:ci_linux_aarch64_base --action_env=TF_SYSROOT="/dt10"
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build:ci_linux_aarch64_base --color=yes
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build:ci_linux_aarch64 --config=ci_linux_aarch64_base
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build:ci_linux_aarch64 --host_crosstool_top="@ml2014_clang_aarch64_config_aarch64//crosstool:toolchain"
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build:ci_linux_aarch64 --crosstool_top="@ml2014_clang_aarch64_config_aarch64//crosstool:toolchain"
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# CUDA configs for Linux Aarch64 do not pass in the crosstool_top flag from
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# above because the Aarch64 toolchain rule does not support building with NVCC.
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# Instead, we use `@local_config_cuda//crosstool:toolchain` from --config=cuda
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# and set `CLANG_CUDA_COMPILER_PATH` to define the toolchain so that we can
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# use Clang for the C++ targets and NVCC to build CUDA targets.
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build:ci_linux_aarch64_cuda --config=ci_linux_aarch64_base
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build:ci_linux_aarch64_cuda --config=cuda --config=build_cuda_with_nvcc
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build:ci_linux_aarch64_cuda --action_env=CLANG_CUDA_COMPILER_PATH="/usr/lib/llvm-18/bin/clang"
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# Mac Arm64 CI configs
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build:ci_darwin_arm64 --macos_minimum_os=11.0
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build:ci_darwin_arm64 --config=macos_cache_push
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build:ci_darwin_arm64 --verbose_failures=true
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build:ci_darwin_arm64 --color=yes
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# Windows x86 CI configs
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build:ci_windows_amd64 --config=avx_windows
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build:ci_windows_amd64 --compiler=clang-cl --config=clang --verbose_failures=true
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build:ci_windows_amd64 --crosstool_top="@xla//tools/toolchains/win/20240424:toolchain"
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build:ci_windows_amd64 --extra_toolchains="@xla//tools/toolchains/win/20240424:cc-toolchain-x64_windows-clang-cl"
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build:ci_windows_amd64 --host_linkopt=/FORCE:MULTIPLE --linkopt=/FORCE:MULTIPLE
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build:ci_windows_amd64 --color=yes
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# #############################################################################
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# RBE config options below. These inherit the CI configs above and set the
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# remote execution backend and authentication options required to run builds
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# with RBE. Linux x86 and Windows builds use RBE.
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# #############################################################################
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# Flag to enable remote config
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common --experimental_repo_remote_exec
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# Allow creation of resultstore URLs for any bazel invocation
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build:resultstore --google_default_credentials
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build:resultstore --bes_backend=buildeventservice.googleapis.com
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build:resultstore --bes_instance_name="tensorflow-testing"
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build:resultstore --bes_results_url="https://source.cloud.google.com/results/invocations"
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build:resultstore --bes_timeout=600s
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# Configs for RBE cache. When using resultstore, we need to use these configs
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# as well to ensure that the logs that get uploaded to resultstore can be read
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# without any errors.
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build:rbe_cache --remote_cache=remotebuildexecution.googleapis.com
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build:rbe_cache --remote_instance_name=projects/tensorflow-testing/instances/default_instance
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build:rbe --config=resultstore
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build:rbe --repo_env=BAZEL_DO_NOT_DETECT_CPP_TOOLCHAIN=1
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build:rbe --define=EXECUTOR=remote
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build:rbe --flaky_test_attempts=3
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build:rbe --jobs=200
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build:rbe --remote_executor=grpcs://remotebuildexecution.googleapis.com
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build:rbe --remote_timeout=3600
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build:rbe --spawn_strategy=remote,worker,standalone,local
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# Attempt to minimize the amount of data transfer between bazel and the remote
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# workers:
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build:rbe --remote_download_toplevel
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test:rbe --test_env=USER=anon
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# RBE configs for Linux x86
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# Set the remote worker pool
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common:rbe_linux_x86_64_base --remote_instance_name=projects/tensorflow-testing/instances/default_instance
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build:rbe_linux_x86_64_base --config=rbe
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build:rbe_linux_x86_64_base --action_env=PATH="/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/local/go/bin"
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build:rbe_linux_x86_64_base --linkopt=-lrt
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build:rbe_linux_x86_64_base --host_linkopt=-lrt
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build:rbe_linux_x86_64_base --linkopt=-lm
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build:rbe_linux_x86_64_base --host_linkopt=-lm
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# Set the host, execution, and target platform
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build:rbe_linux_x86_64_base --host_platform="@ubuntu20.04-clang_manylinux2014-cuda12.3-cudnn9.1_config_platform//:platform"
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build:rbe_linux_x86_64_base --extra_execution_platforms="@ubuntu20.04-clang_manylinux2014-cuda12.3-cudnn9.1_config_platform//:platform"
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build:rbe_linux_x86_64_base --platforms="@ubuntu20.04-clang_manylinux2014-cuda12.3-cudnn9.1_config_platform//:platform"
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build:rbe_linux_x86_64 --config=rbe_linux_x86_64_base
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build:rbe_linux_x86_64 --config=ci_linux_x86_64
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build:rbe_linux_x86_64_cuda --config=rbe_linux_x86_64_base
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build:rbe_linux_x86_64_cuda --config=ci_linux_x86_64_cuda
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build:rbe_linux_x86_64_cuda --repo_env=REMOTE_GPU_TESTING=1
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# RBE configs for Windows
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# Set the remote worker pool
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common:rbe_windows_amd64 --remote_instance_name=projects/tensorflow-testing/instances/windows
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build:rbe_windows_amd64 --config=rbe
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# Set the host, execution, and target platform
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build:rbe_windows_amd64 --host_platform="@xla//tools/toolchains/win:x64_windows-clang-cl"
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build:rbe_windows_amd64 --extra_execution_platforms="@xla//tools/toolchains/win:x64_windows-clang-cl"
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build:rbe_windows_amd64 --platforms="@xla//tools/toolchains/win:x64_windows-clang-cl"
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build:rbe_windows_amd64 --shell_executable=C:\\tools\\msys64\\usr\\bin\\bash.exe
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build:rbe_windows_amd64 --enable_runfiles
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build:rbe_windows_amd64 --define=override_eigen_strong_inline=true
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# Don't build the python zip archive in the RBE build.
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build:rbe_windows_amd64 --nobuild_python_zip
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build:rbe_windows_amd64 --config=ci_windows_amd64
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# #############################################################################
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# Cross-compile config options below. Native RBE support does not exist for
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# Linux Aarch64 and Mac x86. So, we use a cross-compile toolchain to build
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# targets for Linux Aarch64 and Mac x86 on the Linux x86 RBE pool.
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# #############################################################################
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# Set execution platform to Linux x86
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# Note: Lot of the "host_" flags such as "host_cpu" and "host_crosstool_top"
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# flags seem to be actually used to specify the execution platform details. It
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# seems it is this way because these flags are old and predate the distinction
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# between host and execution platform.
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build:cross_compile_base --host_cpu=k8
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build:cross_compile_base --host_crosstool_top=@xla//tools/toolchains/cross_compile/cc:cross_compile_toolchain_suite
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build:cross_compile_base --extra_execution_platforms=@xla//tools/toolchains/cross_compile/config:linux_x86_64
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|
|
|
# Linux Aarch64
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|
build:cross_compile_linux_aarch64 --config=cross_compile_base
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|
|
|
# Set the target CPU to Aarch64
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|
build:cross_compile_linux_aarch64 --platforms=@xla//tools/toolchains/cross_compile/config:linux_aarch64
|
|
build:cross_compile_linux_aarch64 --cpu=aarch64
|
|
build:cross_compile_linux_aarch64 --crosstool_top=@xla//tools/toolchains/cross_compile/cc:cross_compile_toolchain_suite
|
|
|
|
build:rbe_cross_compile_base --config=rbe
|
|
build:rbe_cross_compile_base --remote_instance_name=projects/tensorflow-testing/instances/default_instance
|
|
|
|
# RBE cross-compile configs for Linux Aarch64
|
|
build:rbe_cross_compile_linux_aarch64 --config=cross_compile_linux_aarch64
|
|
build:rbe_cross_compile_linux_aarch64 --config=rbe_cross_compile_base
|
|
|
|
# Mac x86
|
|
build:cross_compile_darwin_x86_64 --config=cross_compile_base
|
|
build:cross_compile_darwin_x86_64 --config=nonccl
|
|
# Target Catalina (10.15) as the minimum supported OS
|
|
build:cross_compile_darwin_x86_64 --action_env MACOSX_DEPLOYMENT_TARGET=10.15
|
|
|
|
# Set the target CPU to Darwin x86
|
|
build:cross_compile_darwin_x86_64 --platforms=@xla//tools/toolchains/cross_compile/config:darwin_x86_64
|
|
build:cross_compile_darwin_x86_64 --cpu=darwin
|
|
build:cross_compile_darwin_x86_64 --crosstool_top=@xla//tools/toolchains/cross_compile/cc:cross_compile_toolchain_suite
|
|
# When RBE cross-compiling for macOS, we need to explicitly register the
|
|
# toolchain. Otherwise, oddly, RBE complains that a "docker container must be
|
|
# specified".
|
|
build:cross_compile_darwin_x86_64 --extra_toolchains=@xla//tools/toolchains/cross_compile/config:macos-x86-cross-compile-cc-toolchain
|
|
# Map --platforms=darwin_x86_64 to --cpu=darwin and vice-versa to make selects()
|
|
# and transistions that use these flags work. The flag --platform_mappings needs
|
|
# to be set to a file that exists relative to the package path roots.
|
|
build:cross_compile_darwin_x86_64 --platform_mappings=platform_mappings
|
|
|
|
# RBE cross-compile configs for Darwin x86
|
|
build:rbe_cross_compile_darwin_x86_64 --config=cross_compile_darwin_x86_64
|
|
build:rbe_cross_compile_darwin_x86_64 --config=rbe_cross_compile_base
|
|
|
|
#############################################################################
|
|
# Some configs to make getting some forms of debug builds. In general, the
|
|
# codebase is only regularly built with optimizations. Use 'debug_symbols' to
|
|
# just get symbols for the parts of XLA/PJRT that jaxlib uses.
|
|
# Or try 'debug' to get a build with assertions enabled and minimal
|
|
# optimizations.
|
|
# Include these in a local .bazelrc.user file as:
|
|
# build --config=debug_symbols
|
|
# Or:
|
|
# build --config=debug
|
|
#
|
|
# Additional files can be opted in for debug symbols by adding patterns
|
|
# to a per_file_copt similar to below.
|
|
#############################################################################
|
|
|
|
build:debug_symbols --strip=never --per_file_copt="xla/pjrt|xla/python@-g3"
|
|
build:debug --config debug_symbols -c fastbuild
|
|
|
|
# Load `.jax_configure.bazelrc` file written by build.py
|
|
try-import %workspace%/.jax_configure.bazelrc
|
|
|
|
# Load rc file with user-specific options.
|
|
try-import %workspace%/.bazelrc.user
|