sglang_v0.5.2/pytorch_2.8.0/third_party/XNNPACK/tools/xnncommon.py

301 lines
8.9 KiB
Python

#!/usr/bin/env python
# Copyright 2019 Google LLC
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.
import codecs
import os
def _indent(text):
return "\n".join(map(lambda t: " " + t if t else t, text.splitlines()))
def _remove_duplicate_newlines(text):
filtered_lines = list()
last_newline = False
for line in text.splitlines():
is_newline = len(line.strip()) == 0
if not is_newline or not last_newline:
filtered_lines.append(line)
last_newline = is_newline
return "\n".join(filtered_lines)
_XNNPACK_SRC = ""
_ARCH_TO_MACRO_MAP = {
"aarch32": "XNN_ARCH_ARM",
"aarch64": "XNN_ARCH_ARM64",
"x86-32": "XNN_ARCH_X86",
"x86-64": "XNN_ARCH_X86_64",
"hexagon": "XNN_ARCH_HEXAGON",
"riscv": "XNN_ARCH_RISCV",
"wasm": "XNN_ARCH_WASM",
"wasmsimd": "XNN_ARCH_WASMSIMD",
"wasmrelaxedsimd": "XNN_ARCH_WASMRELAXEDSIMD",
"wasm32": "XNN_ARCH_WASM",
"wasmsimd32": "XNN_ARCH_WASMSIMD",
"wasmrelaxedsimd32": "XNN_ARCH_WASMRELAXEDSIMD",
}
# Mapping from ISA extension to macro guarding build-time enabled/disabled
# status for the ISA. Only ISAs that can be enabled/disabled have an entry.
_ISA_TO_MACRO_MAP = {
"fp16arith": "XNN_ENABLE_ARM_FP16_SCALAR",
"neonfp16arith": "XNN_ENABLE_ARM_FP16_VECTOR",
"neonbf16": "XNN_ENABLE_ARM_BF16",
"neondot": "XNN_ENABLE_ARM_DOTPROD",
"neondotfp16arith": "XNN_ENABLE_ARM_DOTPROD && XNN_ENABLE_ARM_FP16_VECTOR",
"neoni8mm": "XNN_ENABLE_ARM_I8MM",
"rvv": "XNN_ENABLE_RISCV_VECTOR",
"rvvfp16arith": "XNN_ENABLE_RISCV_FP16_VECTOR",
"avxvnni": "XNN_ENABLE_AVXVNNI",
"avxvnniint8": "XNN_ENABLE_AVXVNNIINT8",
"avx256skx": "XNN_ENABLE_AVX256SKX",
"avx256vnni": "XNN_ENABLE_AVX256VNNI",
"avx256vnnigfni": "XNN_ENABLE_AVX256VNNIGFNI",
"avx512f": "XNN_ENABLE_AVX512F",
"avx512skx": "XNN_ENABLE_AVX512SKX",
"avx512vbmi": "XNN_ENABLE_AVX512VBMI",
"avx512vnni": "XNN_ENABLE_AVX512VNNI",
"avx512vnnigfni": "XNN_ENABLE_AVX512VNNIGFNI",
"avx512amx": "XNN_ENABLE_AVX512AMX",
"avx512fp16": "XNN_ENABLE_AVX512FP16",
"hvx": "XNN_ENABLE_HVX",
}
_ISA_TO_ARCH_MAP = {
"armsimd32": ["aarch32"],
"fp16arith": ["aarch32", "aarch64"],
"neon": ["aarch32", "aarch64"],
"neonfp16": ["aarch32", "aarch64"],
"neonfma": ["aarch32", "aarch64"],
"neonv8": ["aarch32", "aarch64"],
"neonfp16arith": ["aarch32", "aarch64"],
"neonbf16": ["aarch32", "aarch64"],
"neondot": ["aarch32", "aarch64"],
"neondotfp16arith": ["aarch32", "aarch64"],
"neoni8mm": ["aarch64"],
"sse": ["x86-32", "x86-64"],
"sse2": ["x86-32", "x86-64"],
"ssse3": ["x86-32", "x86-64"],
"sse41": ["x86-32", "x86-64"],
"avx": ["x86-32", "x86-64"],
"f16c": ["x86-32", "x86-64"],
"fma3": ["x86-32", "x86-64"],
"avx2": ["x86-32", "x86-64"],
"avx512f": ["x86-32", "x86-64"],
"avx512skx": ["x86-32", "x86-64"],
"avx512vbmi": ["x86-32", "x86-64"],
"avx512vnni": ["x86-32", "x86-64"],
"avx512vnnigfni": ["x86-32", "x86-64"],
"avx512amx": ["x86-32", "x86-64"],
"avx512fp16": ["x86-32", "x86-64"],
"avxvnni": ["x86-32", "x86-64"],
"avxvnniint8": ["x86-32", "x86-64"],
"avx256skx": ["x86-32", "x86-64"],
"avx256vnni": ["x86-32", "x86-64"],
"avx256vnnigfni": ["x86-32", "x86-64"],
"hexagon": ["hexagon"],
"hvx": ["hexagon"],
"rvv": ["riscv"],
"rvvfp16arith": ["riscv"],
"wasm32": ["wasm", "wasmsimd"],
"wasm": ["wasm", "wasmsimd", "wasmrelaxedsimd"],
"wasmsimd": ["wasmsimd", "wasmrelaxedsimd"],
"wasmrelaxedsimd": ["wasmrelaxedsimd"],
"wasmpshufb": ["wasmrelaxedsimd"],
"wasmsdot": ["wasmrelaxedsimd"],
"wasmusdot": ["wasmrelaxedsimd"],
"wasmblendvps": ["wasmrelaxedsimd"],
}
_ISA_TO_UTILCHECK_MAP = {
"armsimd32": "CheckARMV6",
"fp16arith": "CheckFP16ARITH",
"neon": "CheckNEON",
"neonfp16": "CheckNEONFP16",
"neonfma": "CheckNEONFMA",
"neonv8": "CheckNEONV8",
"neonfp16arith": "CheckNEONFP16ARITH",
"neonbf16": "CheckNEONBF16",
"neondot": "CheckNEONDOT",
"neondotfp16arith": "CheckNEONDOT",
"neoni8mm": "CheckNEONI8MM",
"ssse3": "CheckSSSE3",
"sse41": "CheckSSE41",
"avx": "CheckAVX",
"f16c": "CheckF16C",
"avx2": "CheckAVX2",
"fma3": "CheckFMA3",
"avx512f": "CheckAVX512F",
"avx512skx": "CheckAVX512SKX",
"avx512vbmi": "CheckAVX512VBMI",
"avx512vnni": "CheckAVX512VNNI",
"avx512vnnigfni": "CheckAVX512VNNIGFNI",
"avx512amx": "CheckAVX512AMX",
"avx512fp16": "CheckAVX512FP16",
"avxvnni": "CheckAVXVNNI",
"avxvnniint8": "CheckAVXVNNIINT8",
"avx256skx": "CheckAVX256SKX",
"avx256vnni": "CheckAVX256VNNI",
"avx256vnnigfni": "CheckAVX256VNNIGFNI",
"hvx": "CheckHVX",
"rvv": "CheckRVV",
"rvvfp16arith": "CheckRVVFP16ARITH",
"wasmpshufb": "CheckWAsmPSHUFB",
"wasmsdot": "CheckWAsmSDOT",
"wasmusdot": "CheckWAsmUSDOT",
"wasmblendvps": "CheckWAsmBLENDVPS",
}
_ISA_TO_CHECK_MAP = {
"armsimd32": "TEST_REQUIRES_ARM_SIMD32",
"fp16arith": "TEST_REQUIRES_ARM_FP16_ARITH",
"neon": "TEST_REQUIRES_ARM_NEON",
"neonfp16": "TEST_REQUIRES_ARM_NEON_FP16",
"neonfma": "TEST_REQUIRES_ARM_NEON_FMA",
"neonv8": "TEST_REQUIRES_ARM_NEON_V8",
"neonfp16arith": "TEST_REQUIRES_ARM_NEON_FP16_ARITH",
"neonbf16": "TEST_REQUIRES_ARM_NEON_BF16",
"neondot": "TEST_REQUIRES_ARM_NEON_DOT",
"neondotfp16arith": "TEST_REQUIRES_ARM_NEON_DOT_FP16_ARITH",
"neoni8mm": "TEST_REQUIRES_ARM_NEON_I8MM",
"sse": "TEST_REQUIRES_X86_SSE",
"sse2": "TEST_REQUIRES_X86_SSE2",
"ssse3": "TEST_REQUIRES_X86_SSSE3",
"sse41": "TEST_REQUIRES_X86_SSE41",
"avx": "TEST_REQUIRES_X86_AVX",
"f16c": "TEST_REQUIRES_X86_F16C",
"avx2": "TEST_REQUIRES_X86_AVX2",
"fma3": "TEST_REQUIRES_X86_FMA3",
"avx512f": "TEST_REQUIRES_X86_AVX512F",
"avx512skx": "TEST_REQUIRES_X86_AVX512SKX",
"avx512vbmi": "TEST_REQUIRES_X86_AVX512VBMI",
"avx512vnni": "TEST_REQUIRES_X86_AVX512VNNI",
"avx512vnnigfni": "TEST_REQUIRES_X86_AVX512VNNIGFNI",
"avx512amx": "TEST_REQUIRES_X86_AVX512AMX",
"avx512fp16": "TEST_REQUIRES_X86_AVX512FP16",
"avxvnni": "TEST_REQUIRES_X86_AVXVNNI",
"avxvnniint8": "TEST_REQUIRES_X86_AVXVNNIINT8",
"avx256skx": "TEST_REQUIRES_X86_AVX256SKX",
"avx256vnni": "TEST_REQUIRES_X86_AVX256VNNI",
"avx256vnnigfni": "TEST_REQUIRES_X86_AVX256VNNIGFNI",
"hvx": "TEST_REQUIRES_HVX",
"rvv": "TEST_REQUIRES_RISCV_VECTOR",
"rvvfp16arith": "TEST_REQUIRES_RISCV_VECTOR_FP16_ARITH",
"wasmpshufb": "TEST_REQUIRES_WASM_PSHUFB",
"wasmsdot": "TEST_REQUIRES_WASM_SDOT",
"wasmusdot": "TEST_REQUIRES_WASM_USDOT",
"wasmblendvps": "TEST_REQUIRES_WASM_BLENDVPS",
}
def xnnpack_src():
return _XNNPACK_SRC
def isa_hierarchy_map():
return _ISA_HIERARCHY_MAP
def parse_target_name(target_name):
arch = list()
isa = None
assembly = False
for target_part in target_name.split("_"):
if target_part in _ARCH_TO_MACRO_MAP:
if target_part in _ISA_TO_ARCH_MAP:
arch = _ISA_TO_ARCH_MAP[target_part]
isa = target_part
else:
arch = [target_part]
elif target_part in _ISA_TO_ARCH_MAP:
isa = target_part
elif target_part == "asm":
assembly = True
if isa and not arch:
arch = _ISA_TO_ARCH_MAP[isa]
return arch, isa, assembly
def generate_isa_check_macro(isa):
return _ISA_TO_CHECK_MAP.get(isa, "")
def generate_isa_utilcheck_macro(isa):
return _ISA_TO_UTILCHECK_MAP.get(isa, "")
def arch_to_macro(arch, isa):
return _ARCH_TO_MACRO_MAP[arch]
def postprocess_test_case(test_case, arch, isa, assembly=False):
test_case = _remove_duplicate_newlines(test_case)
if arch:
guard = " || ".join(arch_to_macro(a, isa) for a in arch)
if isa in _ISA_TO_MACRO_MAP:
if len(arch) > 1:
guard = "%s && (%s)" % (_ISA_TO_MACRO_MAP[isa], guard)
else:
guard = "%s && %s" % (_ISA_TO_MACRO_MAP[isa], guard)
if assembly and "||" in guard:
guard = '(' + guard + ')'
if assembly:
guard += " && XNN_ENABLE_ASSEMBLY"
return "#if %s\n" % guard + _indent(test_case) + "\n" + \
"#endif // %s\n" % guard
else:
return test_case
_ISA_HIERARCHY = [
"sse",
"sse2",
"ssse3",
"sse41",
"avx",
"avx2",
"avx512f",
"avx512vbmi",
"avxvnni",
"avxvnniint8",
"avx256skx",
"avx256vnni",
"avx256vnnigfni",
"avx512skx",
"avx512vnni",
"avx512vnnigfni",
"avx512fp16",
"avx512amx",
"armsimd32",
"neon",
"neonv8",
"neondot",
"neondotfp16",
"neoni8mm",
"wasm",
"wasmsimd",
"wasmrelaxedsimd",
"rvv",
"rvvfp16",
"hexagon",
"hvx"
]
_ISA_HIERARCHY_MAP = {isa: v for v, isa in enumerate(_ISA_HIERARCHY)}
def overwrite_if_changed(filepath, content):
txt_changed = True
if os.path.exists(filepath):
with codecs.open(filepath, "r", encoding="utf-8") as output_file:
txt_changed = output_file.read() != content
if txt_changed:
with codecs.open(filepath, "w", encoding="utf-8") as output_file:
output_file.write(content)
def make_multiline_macro(x):
lines = x.strip().split('\n')
max_len = max([len(i) for i in lines])
lines = [i.ljust(max_len) + "\\" for i in lines]
return "\n".join(lines)[:-1].strip() + "\n"