Commit b3827807 authored by Martin Bauer's avatar Martin Bauer
Browse files

Kerncraft IACA support

parent c1acb8b5
......@@ -69,11 +69,11 @@ import platform
import glob
import atexit
import shutil
from ctypes import cdll, sizeof
from ctypes import cdll
from pystencils.backends.cbackend import generateC
from collections import OrderedDict, Mapping
from pystencils.transformations import symbolNameToVariableName
from pystencils.types import toCtypes, getBaseType, createType, StructType
from pystencils.types import toCtypes, getBaseType, StructType
def makePythonFunction(kernelFunctionNode, argumentDict={}):
from tempfile import TemporaryDirectory, TemporaryFile, NamedTemporaryFile
import sympy as sp
import os
from collections import defaultdict
import subprocess
import kerncraft.kernel
from pystencils.cpu import createKernel
import kerncraft
from iaca_marker import iaca_analyse_instrumented_binary, iaca_instrumentation
from pystencils.kerncraft.generate_benchmark import generateBenchmark
from pystencils.transformations import typeAllEquations
from pystencils.astnodes import LoopOverCoordinate, SympyAssignment, ResolvedFieldAccess
from pystencils.field import Field, getLayoutFromStrides
from pystencils.sympyextensions import countNumberOfOperations, prod, countNumberOfOperationsInAst
from pystencils.field import getLayoutFromStrides
from pystencils.sympyextensions import countNumberOfOperationsInAst
from pystencils.utils import DotDict
......@@ -15,10 +19,13 @@ class PyStencilsKerncraftKernel(kerncraft.kernel.Kernel):
Implementation of kerncraft's kernel interface for pystencils CPU kernels.
Analyses a list of equations assuming they will be executed on a CPU
LIKWID_BASE = '/usr/local/likwid'
def __init__(self, ast):
super(PyStencilsKerncraftKernel, self).__init__()
self.ast = ast
self.temporaryDir = TemporaryDirectory()
# Loops
innerLoops = [l for l in ast.atoms(LoopOverCoordinate) if l.isInnermostLoop]
......@@ -78,9 +85,61 @@ class PyStencilsKerncraftKernel(kerncraft.kernel.Kernel):
def as_code(self, type_='iaca'):
likwid = type_ == 'likwid'
generateBenchmark(self.ast, likwid)
def iaca_analysis(self, compiler, compiler_args, micro_architecture, **kwargs):
if compiler_args is None:
compiler_args = []
if '-std=c99' not in compiler_args:
compiler_args += ['-std=c99']
headerPath = kerncraft.get_header_path()
compilerCmd = [compiler] + compiler_args + ['-I' + headerPath]
srcFile = os.path.join(, "source.c")
asmFile = os.path.join(, "source.s")
dummySrcFile = os.path.join(headerPath, "dummy.c")
dummyAsmFile = os.path.join(, "dummy.s")
binaryFile = os.path.join(, "binary")
# write source code to file
with open(srcFile, 'w') as f:
f.write(generateBenchmark(self.ast, likwid=False))
# compile to asm files
subprocess.check_output(compilerCmd + [srcFile, '-S', '-o', asmFile])
subprocess.check_output(compilerCmd + [dummySrcFile, '-S', '-o', dummyAsmFile])
instrumentedAsmBlock = iaca_instrumentation(asmFile, pointer_increment='auto')
# assemble asm files to executable
subprocess.check_output(compilerCmd + [asmFile, dummyAsmFile, '-o', binaryFile])
result = iaca_analyse_instrumented_binary(binaryFile, micro_architecture)
return result, instrumentedAsmBlock
def build(self, compiler, compiler_args, **kwargs):
if compiler_args is None:
compiler_args = []
if '-std=c99' not in compiler_args:
headerPath = kerncraft.get_header_path()
cmd = [compiler] + compiler_args + [
'-I' + os.path.join(self.LIKWID_BASE, 'include'),
'-L' + os.path.join(self.LIKWID_BASE, 'lib'),
'-I' + headerPath,
'-Wl,-rpath=' + os.path.join(self.LIKWID_BASE, 'lib'),
dummySrcFile = os.path.join(headerPath, 'dummy.c')
srcFile = os.path.join(, "source_likwid.c")
binFile = os.path.join(, "benchmark")
with open(srcFile, 'w') as f:
f.write(generateBenchmark(self.ast, likwid=True))
subprocess.check_output(cmd + [srcFile, dummySrcFile, '-pthread', '-llikwid', '-o', binFile])
return binFile
class KerncraftParameters(DotDict):
......@@ -92,7 +151,6 @@ class KerncraftParameters(DotDict):
self['verbose'] = 0
# ------------------------------------------- Helper functions ---------------------------------------------------------
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