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defs.bzl
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# Copyright (c) Meta Platforms, Inc. and affiliates.
# Copyright 2024 Arm Limited and/or its affiliates <[email protected]>
# All rights reserved.
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
def get_fbgemm_base_srcs():
return [
"src/GenerateI8Depthwise.cc",
"src/RefImplementations.cc",
"src/Utils.cc",
]
def get_fbgemm_generic_srcs(with_base = False):
return [
"src/EmbeddingSpMDM.cc",
"src/EmbeddingSpMDMNBit.cc",
"src/ExecuteKernel.cc",
"src/ExecuteKernelU8S8.cc",
"src/Fbgemm.cc",
"src/FbgemmBfloat16Convert.cc",
"src/FbgemmConv.cc",
"src/FbgemmFPCommon.cc",
"src/FbgemmFP16.cc",
"src/FbgemmFloat16Convert.cc",
"src/FbgemmI64.cc",
"src/FbgemmSparseDense.cc",
"src/FbgemmI8Spmdm.cc",
"src/FbgemmPackMatrixB.cc",
# "src/fp32/FbgemmFP32.cc",
"src/GenerateKernelDirectConvU8S8S32ACC32.cc",
"src/GenerateKernel.cc",
"src/GenerateKernelU8S8S32ACC16.cc",
"src/GenerateKernelU8S8S32ACC16Avx512.cc", # Acc16 AVX512 JIT code gen
"src/GenerateKernelU8S8S32ACC16Avx512VNNI.cc",
"src/GenerateKernelU8S8S32ACC32.cc",
"src/GenerateKernelU8S8S32ACC32Avx512VNNI.cc",
"src/GroupwiseConv.cc",
"src/GroupwiseConvAcc32Avx2.cc",
"src/GroupwiseConvAcc32Avx512.cc",
"src/PackAMatrix.cc",
"src/PackAWithIm2Col.cc",
"src/PackAWithQuantRowOffset.cc",
"src/PackAWithRowOffset.cc",
"src/PackBMatrix.cc",
"src/PackMatrix.cc",
"src/PackWeightMatrixForGConv.cc",
"src/PackWeightsForConv.cc",
"src/PackWeightsForDirectConv.cc",
"src/QuantUtils.cc",
"src/RowWiseSparseAdagradFused.cc",
"src/SparseAdagrad.cc",
"src/spmmUtils.cc",
"src/TransposeUtils.cc",
] + (get_fbgemm_base_srcs() if with_base else [])
def get_fbgemm_public_headers():
return [
"include/fbgemm/ConvUtils.h",
"include/fbgemm/Fbgemm.h",
"include/fbgemm/FbgemmBuild.h",
"include/fbgemm/FbgemmConvert.h",
"include/fbgemm/FbgemmEmbedding.h",
"include/fbgemm/FbgemmFP16.h",
"include/fbgemm/FbgemmFP32.h",
"include/fbgemm/FbgemmFPCommon.h",
"include/fbgemm/FbgemmI64.h",
"include/fbgemm/FbgemmI8DepthwiseAvx2.h",
"include/fbgemm/FbgemmI8DirectconvAvx2.h",
"include/fbgemm/FbgemmI8Spmdm.h",
"include/fbgemm/FbgemmPackMatrixB.h",
"include/fbgemm/FbgemmSparse.h",
"include/fbgemm/FloatConversion.h",
"include/fbgemm/OutputProcessing-inl.h",
"include/fbgemm/PackingTraits-inl.h",
"include/fbgemm/QuantUtils.h",
"include/fbgemm/QuantUtilsAvx2.h",
"include/fbgemm/QuantUtilsAvx512.h",
"include/fbgemm/QuantUtilsNeon.h",
"include/fbgemm/spmmUtils.h",
"include/fbgemm/spmmUtilsAvx2.h",
"include/fbgemm/SimdUtils.h",
"include/fbgemm/Utils.h",
"include/fbgemm/UtilsAvx2.h",
"include/fbgemm/Types.h",
]
# buildifier: disable=unused-variable
def get_fbgemm_avx2_srcs(msvc = False):
return [
#All the source files that either use avx2 instructions statically
"src/EmbeddingSpMDMAvx2.cc",
"src/FbgemmBfloat16ConvertAvx2.cc",
"src/FbgemmFloat16ConvertAvx2.cc",
"src/FbgemmI8Depthwise3DAvx2.cc",
"src/FbgemmI8DepthwiseAvx2.cc",
"src/FbgemmI8DepthwisePerChannelQuantAvx2.cc",
"src/FbgemmSparseDenseAvx2.cc",
"src/FbgemmSparseDenseInt8Avx2.cc",
"src/OptimizedKernelsAvx2.cc",
"src/PackDepthwiseConvMatrixAvx2.cc",
"src/QuantUtilsAvx2.cc",
"src/spmmUtilsAvx2.cc",
"src/UtilsAvx2.cc",
]
def get_fbgemm_inline_avx2_srcs(msvc = False, buck = False):
intrinsics_srcs = ["src/FbgemmFP16UKernelsIntrinsicAvx2.cc"]
#FP16 kernels contain inline assembly and inline assembly syntax for MSVC is different.
asm_srcs = [
# "src/fp32/FbgemmFP32UKernelsAvx2.cc",
"src/FbgemmFP16UKernelsAvx2.cc",
]
if buck:
return select({
"DEFAULT": asm_srcs,
"ovr_config//compiler:cl": intrinsics_srcs,
"ovr_config//cpu:arm64": intrinsics_srcs,
})
return asm_srcs if not msvc else intrinsics_srcs
# buildifier: disable=unused-variable
def get_fbgemm_avx512_srcs(msvc = False):
return [
#All the source files that use avx512 instructions statically
"src/FbgemmBfloat16ConvertAvx512.cc",
"src/EmbeddingSpMDMAvx512.cc",
"src/FbgemmFloat16ConvertAvx512.cc",
"src/FbgemmSparseDenseAvx512.cc",
"src/FbgemmSparseDenseInt8Avx512.cc",
"src/FbgemmSparseDenseVectorInt8Avx512.cc",
"src/QuantUtilsAvx512.cc",
"src/UtilsAvx512.cc",
]
def get_fbgemm_inline_avx512_srcs(msvc = False, buck = False):
intrinsics_srcs = [
"src/FbgemmFP16UKernelsIntrinsicAvx512.cc",
"src/FbgemmFP16UKernelsIntrinsicAvx512_256.cc",
]
asm_srcs = [
"src/FbgemmFP16UKernelsAvx512.cc",
"src/FbgemmFP16UKernelsAvx512_256.cc",
# "src/fp32/FbgemmFP32UKernelsAvx512.cc",
# "src/fp32/FbgemmFP32UKernelsAvx512_256.cc",
]
if buck:
return select({
"DEFAULT": asm_srcs,
"ovr_config//compiler:cl": intrinsics_srcs,
"ovr_config//cpu:arm64": intrinsics_srcs,
})
return asm_srcs if not msvc else intrinsics_srcs
def get_fbgemm_inline_sve_srcs(msvc = False, buck = False):
intrinsics_srcs = [
"src/FbgemmFP16UKernelsSve128.cc",
"src/KleidiAIFP16UKernelsNeon.cc",
"src/QuantUtilsNeon.cc",
"src/UtilsSve.cc",
] + select({
"DEFAULT": [],
"ovr_config//cpu:arm64": [
"src/FbgemmFloat16ConvertSVE.cc",
],
})
#FP16 kernels contain inline assembly and inline assembly syntax for MSVC is different.
asm_srcs = [
"src/FbgemmFP16UKernelsSve128.cc",
"src/KleidiAIFP16UKernelsNeon.cc",
"src/QuantUtilsNeon.cc",
"src/UtilsSve.cc",
] + select({
"DEFAULT": [],
"ovr_config//cpu:arm64": [
"src/FbgemmFloat16ConvertSVE.cc",
],
})
if buck:
return select({
"DEFAULT": asm_srcs,
"ovr_config//compiler:cl": intrinsics_srcs,
"ovr_config//cpu:arm64": intrinsics_srcs,
})
return asm_srcs if not msvc else intrinsics_srcs
def get_fbgemm_inline_neon_srcs(msvc = False, buck = False):
intrinsics_srcs = ["src/UtilsNeon.cc"]
#FP16 kernels contain inline assembly and inline assembly syntax for MSVC is different.
asm_srcs = ["src/UtilsNeon.cc"]
if buck:
return select({
"DEFAULT": asm_srcs,
"ovr_config//compiler:cl": intrinsics_srcs,
"ovr_config//cpu:arm64": intrinsics_srcs,
})
return asm_srcs if not msvc else intrinsics_srcs
def get_fbgemm_autovec_srcs():
return [
"src/EmbeddingSpMDMAutovec.cc",
]
def get_fbgemm_tests(skip_tests = ["test/FP32Test.cc"]):
return native.glob(["test/*Test.cc"], exclude = skip_tests)
def read_bool(section, field, default):
val = native.read_config(section, field)
if val != None:
if val in ["true", "True", "1"]:
return True
elif val in ["false", "False", "0"]:
return False
else:
fail(
"`{}:{}`: must be one of (0, 1, true, false, True, False), but was {}".format(section, field, val),
)
elif default != None:
return default
else:
fail("`{}:{}`: no value set".format(section, field))
def get_fbgemm_codegen_inference_mode():
return read_bool("fbcode", "fbgemm_codegen_inference_mode", False)