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configs.bzl
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"""Configurations of RBE builds used with remote config."""
load("//toolchains/remote_config:rbe_config.bzl", "tensorflow_local_config", "tensorflow_rbe_config", "tensorflow_rbe_win_config", "sigbuild_tf_configs")
def initialize_rbe_configs():
tensorflow_local_config(
name = "local_execution",
)
tensorflow_rbe_config(
name = "ubuntu16.04-manylinux2010-py3",
os = "ubuntu16.04-manylinux2010",
python_versions = ["3"],
compiler = "",
)
tensorflow_rbe_config(
name = "ubuntu16.04-py3-gcc7_manylinux2010-cuda10.0-cudnn7-tensorrt5.1",
compiler = "/dt7/usr/bin/gcc",
compiler_prefix = "/usr/bin",
cuda_version = "10.0",
cudnn_version = "7",
os = "ubuntu16.04-manylinux2010",
python_versions = ["3"],
tensorrt_install_path = "/usr",
tensorrt_version = "5.1",
)
tensorflow_rbe_config(
name = "ubuntu16.04-gcc7_manylinux2010-cuda10.1-cudnn7-tensorrt6.0",
compiler = "/dt7/usr/bin/gcc",
compiler_prefix = "/usr/bin",
cuda_version = "10.1",
cudnn_version = "7",
os = "ubuntu16.04-manylinux2010-multipython",
python_versions = ["2.7", "3.5", "3.6", "3.7", "3.8"],
tensorrt_install_path = "/usr",
tensorrt_version = "6.0",
python_install_path = "/usr/local",
)
tensorflow_rbe_config(
name = "ubuntu18.04-gcc7_manylinux2010-cuda10.1-cudnn7-tensorrt6.0",
compiler = "/dt7/usr/bin/gcc",
compiler_prefix = "/usr/bin",
cuda_version = "10.1",
cudnn_version = "7",
os = "ubuntu18.04-manylinux2010-multipython",
python_versions = ["2.7", "3.5", "3.6", "3.7", "3.8"],
tensorrt_install_path = "/usr",
tensorrt_version = "6.0",
python_install_path = "/usr/local",
)
tensorflow_rbe_config(
name = "ubuntu18.04-gcc7_manylinux2010-cuda10.2-cudnn7-tensorrt6.0",
compiler = "/dt7/usr/bin/gcc",
compiler_prefix = "/usr/bin",
cuda_version = "10.2",
cudnn_version = "7",
os = "ubuntu18.04-manylinux2010-multipython",
python_versions = ["3.7", "3.8", "3.9"],
tensorrt_install_path = "/usr",
tensorrt_version = "6.0",
python_install_path = "/usr/local",
)
tensorflow_rbe_config(
name = "ubuntu18.04-gcc7_manylinux2010-cuda11.0-cudnn8-tensorrt7.1",
compiler = "/dt7/usr/bin/gcc",
compiler_prefix = "/usr/bin",
cuda_version = "11.0",
cudnn_version = "8",
os = "ubuntu18.04-manylinux2010-multipython",
python_versions = ["2.7", "3.5", "3.6", "3.7", "3.8"],
tensorrt_install_path = "/usr",
tensorrt_version = "7.1",
python_install_path = "/usr/local",
)
# TODO(klimek): Delete this once all users are migrated to a python-version
# independent configuration. In the future, use
# "ubuntu16.04-gcc7_manylinux2010-cuda10.1-cudnn7-tensorrt6.0" instead.
tensorflow_rbe_config(
name = "ubuntu16.04-py3-gcc7_manylinux2010-cuda10.1-cudnn7-tensorrt6.0",
compiler = "/dt7/usr/bin/gcc",
compiler_prefix = "/usr/bin",
cuda_version = "10.1",
cudnn_version = "7",
os = "ubuntu16.04-manylinux2010",
python_versions = ["3"],
tensorrt_install_path = "/usr",
tensorrt_version = "6.0",
)
tensorflow_rbe_config(
name = "ubuntu18.04-clang_manylinux2010-cuda11.0-cudnn8-tensorrt7.1",
compiler = "/clang_r969a51ff363263a3b5f2df55eba6b4d392bf30c0/bin/clang",
cuda_version = "11.0",
cudnn_version = "8",
os = "ubuntu18.04-manylinux2010-multipython",
python_versions = ["2.7", "3.5", "3.6", "3.7", "3.8"],
tensorrt_install_path = "/usr",
tensorrt_version = "7.1",
sysroot = "/dt7",
python_install_path = "/usr/local",
)
tensorflow_rbe_config(
name = "ubuntu18.04-gcc7_manylinux2010-rocm",
compiler = "/dt7/usr/bin/gcc",
compiler_prefix = "/usr/bin",
rocm_version = "3.5", # Any version will do.
os = "ubuntu18.04-manylinux2010-multipython",
python_versions = ["2.7", "3.5", "3.6", "3.7", "3.8"],
python_install_path = "/usr/local",
)
tensorflow_rbe_config(
name = "ubuntu18.04-clang_manylinux2010-cuda11.1-cudnn8-tensorrt7.2",
compiler = "/clang_r969a51ff363263a3b5f2df55eba6b4d392bf30c0/bin/clang",
cuda_version = "11.1",
cudnn_version = "8",
os = "ubuntu18.04-manylinux2010-multipython",
python_versions = ["3.7", "3.8", "3.9", "3.10"],
tensorrt_install_path = "/usr",
tensorrt_version = "7.2",
sysroot = "/dt7",
python_install_path = "/usr/local",
)
tensorflow_rbe_config(
name = "ubuntu18.04-gcc7_manylinux2010-cuda11.1-cudnn8-tensorrt7.2",
compiler = "/dt7/usr/bin/gcc",
compiler_prefix = "/usr/bin",
cuda_version = "11.1",
cudnn_version = "8",
os = "ubuntu18.04-manylinux2010-multipython",
python_versions = ["3.7", "3.8", "3.9", "3.10"],
tensorrt_install_path = "/usr",
tensorrt_version = "7.2",
python_install_path = "/usr/local",
)
tensorflow_rbe_config(
name = "ubuntu18.04-clang_manylinux2010-cuda11.2-cudnn8.1-tensorrt7.2",
compiler = "/clang_r969a51ff363263a3b5f2df55eba6b4d392bf30c0/bin/clang",
cuda_version = "11.2",
cudnn_version = "8.1",
os = "ubuntu18.04-manylinux2010-multipython",
python_versions = ["3.7", "3.8", "3.9", "3.10"],
tensorrt_install_path = "/usr",
tensorrt_version = "7.2",
sysroot = "/dt7",
python_install_path = "/usr/local",
)
tensorflow_rbe_config(
name = "ubuntu18.04-gcc7_manylinux2010-cuda11.2-cudnn8.1-tensorrt7.2",
compiler = "/dt7/usr/bin/gcc",
compiler_prefix = "/usr/bin",
cuda_version = "11.2",
cudnn_version = "8.1",
os = "ubuntu18.04-manylinux2010-multipython",
python_versions = ["3.7", "3.8", "3.9", "3.10"],
tensorrt_install_path = "/usr",
tensorrt_version = "7.2",
python_install_path = "/usr/local",
)
tensorflow_rbe_config(
name = "ubuntu18.04-clang_manylinux2010-cuda11.4-cudnn8.0.5-tensorrt7.2",
compiler = "/clang_r969a51ff363263a3b5f2df55eba6b4d392bf30c0/bin/clang",
cuda_version = "11.4",
cudnn_version = "8.0.5",
os = "ubuntu18.04-manylinux2010-multipython",
python_versions = ["3.7", "3.8", "3.9", "3.10"],
tensorrt_install_path = "/usr",
tensorrt_version = "7.2",
sysroot = "/dt7",
python_install_path = "/usr/local",
)
tensorflow_rbe_config(
name = "ubuntu18.04-gcc7_manylinux2010-cuda11.4-cudnn8.0.5-tensorrt7.2",
compiler = "/dt7/usr/bin/gcc",
compiler_prefix = "/usr/bin",
cuda_version = "11.4",
cudnn_version = "8.0.5",
os = "ubuntu18.04-manylinux2010-multipython",
python_versions = ["3.7", "3.8", "3.9", "3.10"],
tensorrt_install_path = "/usr",
tensorrt_version = "7.2",
python_install_path = "/usr/local",
)
tensorflow_rbe_config(
name = "ubuntu18.04-clang_manylinux2010-cuda11.4-cudnn8.2-tensorrt7.2",
compiler = "/clang_r969a51ff363263a3b5f2df55eba6b4d392bf30c0/bin/clang",
cuda_version = "11.4",
cudnn_version = "8.2",
os = "ubuntu18.04-manylinux2010-multipython",
python_versions = ["3.7", "3.8", "3.9", "3.10"],
tensorrt_install_path = "/usr",
tensorrt_version = "7.2",
sysroot = "/dt7",
python_install_path = "/usr/local",
)
tensorflow_rbe_config(
name = "ubuntu18.04-gcc7_manylinux2010-cuda11.4-cudnn8.2-tensorrt7.2",
compiler = "/dt7/usr/bin/gcc",
compiler_prefix = "/usr/bin",
cuda_version = "11.4",
cudnn_version = "8.2",
os = "ubuntu18.04-manylinux2010-multipython",
python_versions = ["3.7", "3.8", "3.9", "3.10"],
tensorrt_install_path = "/usr",
tensorrt_version = "7.2",
python_install_path = "/usr/local",
)
tensorflow_rbe_config(
name = "ubuntu18.04-clang_manylinux2014-cuda11.2-cudnn8.1-tensorrt7.2",
compiler = "/clang_r969a51ff363263a3b5f2df55eba6b4d392bf30c0/bin/clang",
cuda_version = "11.2",
cudnn_version = "8.1",
os = "ubuntu18.04-manylinux2014-multipython",
python_versions = ["3.7", "3.8", "3.9", "3.10"],
tensorrt_install_path = "/usr",
tensorrt_version = "7.2",
sysroot = "/dt8",
python_install_path = "/usr/local",
)
tensorflow_rbe_config(
name = "ubuntu18.04-gcc8_manylinux2014-cuda11.2-cudnn8.1-tensorrt7.2",
compiler = "/dt8/usr/bin/gcc",
compiler_prefix = "/usr/bin",
cuda_version = "11.2",
cudnn_version = "8.1",
os = "ubuntu18.04-manylinux2014-multipython",
python_versions = ["3.7", "3.8", "3.9", "3.10"],
tensorrt_install_path = "/usr",
tensorrt_version = "7.2",
python_install_path = "/usr/local",
)
tensorflow_rbe_win_config(
name = "windows_py37",
python_bin_path = "C:/Python37/python.exe",
)
# Experimental SIG Build RBE Config. The crosstool generated from this
# config is python-version-independent because it only cares about the
# tooling paths; the container mapping is useful only so that TF RBE users
# may specify a specific Python version container.
sigbuild_tf_configs(
name_container_map = {
"sigbuild-r2.9": "docker://gcr.io/tensorflow-sigs/build@sha256:493fb6f7dd563293759d1f033d9d3c669fd02dfb287b6bf21d9852bab9380e68",
"sigbuild-r2.9-python3.7": "docker://gcr.io/tensorflow-sigs/build@sha256:295f2598d6e1edbb436606c6005ff758ad52346d223ceccfcea1a3103bef2cd5",
"sigbuild-r2.9-python3.8": "docker://gcr.io/tensorflow-sigs/build@sha256:14732da7d5b0c28e788d8c512fa8e903dcf0b697d01cb4e1c23b45f948d345e7",
"sigbuild-r2.9-python3.9": "docker://gcr.io/tensorflow-sigs/build@sha256:493fb6f7dd563293759d1f033d9d3c669fd02dfb287b6bf21d9852bab9380e68",
"sigbuild-r2.9-python3.10": "docker://gcr.io/tensorflow-sigs/build@sha256:06de1309f21d52ae50cda0e2e033e267a30f600f435145183d46f8659bab900f",
},
# Unclear why LIBC is set to 2.19 here, and yet manylinux2010 is 2.12
# and manylinux2014 is 2.17.
env = {
"ABI_LIBC_VERSION": "glibc_2.19",
"ABI_VERSION": "gcc",
"BAZEL_COMPILER": "/dt7/usr/bin/gcc",
"BAZEL_HOST_SYSTEM": "i686-unknown-linux-gnu",
"BAZEL_TARGET_CPU": "k8",
"BAZEL_TARGET_LIBC": "glibc_2.19",
"BAZEL_TARGET_SYSTEM": "x86_64-unknown-linux-gnu",
"CC": "/dt7/usr/bin/gcc",
"CC_TOOLCHAIN_NAME": "linux_gnu_x86",
"CLEAR_CACHE": "1",
"CUDNN_INSTALL_PATH": "/usr/lib/x86_64-linux-gnu",
"GCC_HOST_COMPILER_PATH": "/dt7/usr/bin/gcc",
"GCC_HOST_COMPILER_PREFIX": "/usr/bin",
"HOST_CXX_COMPILER": "/dt7/usr/bin/gcc",
"HOST_C_COMPILER": "/dt7/usr/bin/gcc",
"PYTHON_BIN_PATH": "/usr/bin/python3",
"TENSORRT_INSTALL_PATH": "/usr/lib/x86_64-linux-gnu",
"TF_CUDA_CLANG": "0",
"TF_CUDA_COMPUTE_CAPABILITIES": "3.5,6.0",
"TF_CUDA_VERSION": "8.1",
"TF_CUDNN_VERSION": "11.2",
"TF_ENABLE_XLA": "1",
"TF_NEED_CUDA": "1",
"TF_NEED_TENSORRT": "1",
"TF_SYSROOT": "/dt7",
"TF_TENSORRT_VERSION": "7.2"
},
)
# Double-experimental config for manylinux2014 PR:
# https://github.com/tensorflow/build/pull/57
sigbuild_tf_configs(
name_container_map = {
"sigbuild-57": "docker://gcr.io/tensorflow-sigs/build@sha256:0a2e12ca7ab8536a31f1854f72510986a6792413c9d5815535486571664402d8",
"sigbuild-57-python3.9": "docker://gcr.io/tensorflow-sigs/build@sha256:0a2e12ca7ab8536a31f1854f72510986a6792413c9d5815535486571664402d8",
},
env = {
"ABI_LIBC_VERSION": "glibc_2.19",
"ABI_VERSION": "gcc",
"BAZEL_COMPILER": "/dt8/usr/bin/gcc",
"BAZEL_HOST_SYSTEM": "i686-unknown-linux-gnu",
"BAZEL_TARGET_CPU": "k8",
"BAZEL_TARGET_LIBC": "glibc_2.19",
"BAZEL_TARGET_SYSTEM": "x86_64-unknown-linux-gnu",
"CC": "/dt8/usr/bin/gcc",
"CC_TOOLCHAIN_NAME": "linux_gnu_x86",
"CLEAR_CACHE": "1",
"CUDNN_INSTALL_PATH": "/usr/lib/x86_64-linux-gnu",
"GCC_HOST_COMPILER_PATH": "/dt8/usr/bin/gcc",
"GCC_HOST_COMPILER_PREFIX": "/usr/bin",
"HOST_CXX_COMPILER": "/dt8/usr/bin/gcc",
"HOST_C_COMPILER": "/dt8/usr/bin/gcc",
"PYTHON_BIN_PATH": "/usr/bin/python3",
"TENSORRT_INSTALL_PATH": "/usr/lib/x86_64-linux-gnu",
"TF_CUDA_CLANG": "0",
"TF_CUDA_COMPUTE_CAPABILITIES": "3.5,6.0",
"TF_CUDA_VERSION": "8.1",
"TF_CUDNN_VERSION": "11.2",
"TF_ENABLE_XLA": "1",
"TF_NEED_CUDA": "1",
"TF_NEED_TENSORRT": "1",
"TF_SYSROOT": "/dt8",
"TF_TENSORRT_VERSION": "7.2"
},
)