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TheRock/rocm-libraries/shared/tensile/Tensile/Tests/extended/convolution_config/conftest.py
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Flatten subprojects into a single base monorepo
2026-09-02 16:34:47 -07:00

147 lines
6.3 KiB
Python

################################################################################
#
# Copyright (C) 2019-2022 Advanced Micro Devices, Inc. All rights reserved.
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in
# all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.
#
################################################################################
import pytest
import subprocess
from collections import namedtuple
from YamlBuilder.YamlBuilder import YamlBuilder
from YamlBuilder.YamlBuilder import Solutions
TestConfig=namedtuple("TestConfig", ["solution", "problem_func"])
Runner=namedtuple("Runner", ["level", "func", "solution"])
TensileState=namedtuple("TensileState", ["args"])
# this control the default solutions used for each test.
solutions = ["src1", "src5_gsu", "asm3_pbd", "asm3_splitu", "asm3_mi"]
#solutions = ["asm3_pbd"] # run a smaller set of tests
@pytest.fixture(scope="function")
def file_with_test_name(request, tmp_path):
def get(suffix):
filename = request.node.name + suffix
return tmp_path.joinpath(filename)
return get
@pytest.fixture
def run_nothing():
def run(conv, problemType, solution=Solutions.defaultSolution(), problemFunc=None, problemLevel=-1, dataType='s'):
pass
return run
@pytest.fixture
def run_generate_yaml(request, file_with_test_name):
def run(conv, problemType, solution=Solutions.defaultSolution(), problemFunc=None, problemLevel=-1, dataType='s'):
if problemFunc == None:
problemFunc = YamlBuilder.ProblemSizes
if problemLevel==-1:
problemLevel = request.config.getoption("--problem-level")
config = YamlBuilder.ConvolutionContraction(conv, problemType, solution, dataType, problemFunc, True, problemLevel)
configFile = file_with_test_name(".contraction.yaml")
print("Generate_YAML output:", configFile)
config.write(configFile)
return configFile
return run
@pytest.fixture
def run_contraction(tensile_args, tmp_path, run_generate_yaml, request, tensile_script_path):
def run(conv, problemType, solution, problemFunc=None, problemLevel=-1, dataType='s'):
configFile = run_generate_yaml(conv, problemType, solution, problemFunc, problemLevel, dataType)
args = [str(configFile), str(tmp_path), *tensile_args]
# change to use check_output to force windows cmd block util command finish
subprocess.check_output([tensile_script_path] + args, stderr=subprocess.STDOUT)
return run
@pytest.fixture
def run_convolution_vs_contraction(tensile_args, tmp_path, file_with_test_name, tensile_script_path):
def run(conv, problemType={}, solution=Solutions.src1, dataType='s'):
config = YamlBuilder.ConvolutionVsContraction(conv, solution, dataType)
configFile = file_with_test_name(".conv.yaml")
config.write(configFile)
args = [str(configFile), str(tmp_path), *tensile_args]
# change to use check_output to force windows cmd block util command finish
subprocess.check_output([tensile_script_path] + args, stderr=subprocess.STDOUT)
return run
level_params = [pytest.param((0, Solutions.src1), id="Convolution_Class"),
pytest.param((1, Solutions.defaultSolution()), id="Generate_YAML-" + Solutions.defaultSolution().__name__)] + \
[pytest.param((2, getattr(Solutions,s)), id="Run_Contraction-"+s) for s in solutions]
#[pytest.param((3, Solutions.defaultSolution()), id="Run_Convolution_vs_Contraction:" + Solutions.defaultSolution().__name__)]
@pytest.fixture(params=level_params)
def run_convolution_level(request,
pytestconfig,
run_nothing,
run_generate_yaml,
run_contraction,
run_convolution_vs_contraction):
level_fixtures = [run_nothing,
run_generate_yaml,
run_contraction,
run_convolution_vs_contraction]
curLevel = request.param[0]
argLevel = request.config.getoption("--test-level")
if curLevel > argLevel:
pytest.skip()
return Runner(curLevel, level_fixtures[curLevel], request.param[1])
def pytest_addoption(parser):
parser.addoption(
"--no-conv-assertions", action="store_true", default=1,
help='''
Disable assertiong on Convolution class.
''')
parser.addoption(
"--test-level", action="store", type=int, default=2,
help='''
0= test Tensile.Convolution class;
1= 0 plus generate YAML;
2= 1 plus run tensile client and compare generated contraction vs CPU;
3= 2 plus run tensile_client with convolution-vs-contraction (only forward conv tests which define Spatial will PASS )
'''
)
parser.addoption(
"--problem-level", action="store", type=int, default=2,
help='''
How many exact configurations to generate for contraction testing for non-src solutions (typically asm).
1= single problem
2= tens of problems
3= hundreds of problems
'''
)
@pytest.fixture()
def tensile_state(request):
"""
Shared tensile state, including args.
"""
args={}
try:
args["no_conv_assertions"]= request.config.getoption('--no-conv-assertions')
except ValueError:
args["no_conv_assertions"]=1
return TensileState(args=args)