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132 changes: 132 additions & 0 deletions
132
superbench/benchmarks/micro_benchmarks/directx_gpu_copy_performance.py
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Original file line number | Diff line number | Diff line change |
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# Copyright (c) Microsoft Corporation. | ||
# Licensed under the MIT license. | ||
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"""Module of the DirectXGPUCopyBw performance benchmarks.""" | ||
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import os | ||
from superbench.common.utils import logger | ||
from superbench.benchmarks import BenchmarkRegistry, Platform | ||
from superbench.benchmarks.micro_benchmarks import MemBwBenchmark | ||
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class DirectXGPUCopyBw(MemBwBenchmark): | ||
"""The GPUCopyBw benchmark class.""" | ||
def __init__(self, name, parameters=''): | ||
"""Constructor. | ||
Args: | ||
name (str): benchmark name. | ||
parameters (str): benchmark parameters. | ||
""" | ||
super().__init__(name, parameters) | ||
self._mem_types = ['htod', 'dtoh'] | ||
self._bin_name = 'DirectXGPUCopyBw.exe' | ||
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def add_parser_arguments(self): | ||
"""Add the specified arguments.""" | ||
super().add_parser_arguments() | ||
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self._parser.add_argument( | ||
'--size', | ||
type=int, | ||
required=False, | ||
default=None, | ||
help='Size of data for GPU copy.', | ||
) | ||
self._parser.add_argument( | ||
'--warm_up', | ||
type=int, | ||
required=False, | ||
default=20, | ||
help='Number of warm up copy times to run.', | ||
) | ||
self._parser.add_argument( | ||
'--num_loops', | ||
type=int, | ||
required=False, | ||
default=1000, | ||
help='Number of copy times to run.', | ||
) | ||
self._parser.add_argument( | ||
'--minbytes', | ||
type=int, | ||
required=False, | ||
default=64, | ||
help='Run size from min_size to max_size for GPU copy.', | ||
) | ||
self._parser.add_argument( | ||
'--maxbytes', | ||
type=int, | ||
required=False, | ||
default=8 * 1024 * 1024, | ||
help='Run size from min_size to max_size for GPU copy.', | ||
) | ||
self._parser.add_argument( | ||
'--check', | ||
action='store_true', | ||
help='Whether check data after copy.', | ||
) | ||
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def _preprocess(self): | ||
"""Preprocess/preparation operations before the benchmarking. | ||
Return: | ||
True if _preprocess() succeed. | ||
""" | ||
if not super()._preprocess(): | ||
return False | ||
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for mem_type in self._args.mem_type: | ||
# Prepare the command line. | ||
command = os.path.join(self._args.bin_dir, self._bin_name) | ||
command += f' --{mem_type}' | ||
command += ' --warm_up ' + str(self._args.warm_up) | ||
command += ' --num_loops ' + str(self._args.num_loops) | ||
if self._args.size is not None: | ||
command += ' --size ' + str(self._args.size) | ||
else: | ||
command += ' --minbytes ' + str(self._args.minbytes) | ||
command += ' --maxbytes ' + str(self._args.maxbytes) | ||
if self._args.check: | ||
command += ' --check' | ||
self._commands.append(command) | ||
return True | ||
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def _process_raw_result(self, cmd_idx, raw_output): | ||
"""Function to process raw results and save the summarized results. | ||
Args: | ||
cmd_idx (int): the index of command corresponding with the raw_output. | ||
raw_output (str): raw output string of the micro-benchmark. | ||
Return: | ||
True if the raw output string is valid and result can be extracted. | ||
""" | ||
self._result.add_raw_data('raw_output', raw_output, self._args.log_raw_data) | ||
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try: | ||
lines = raw_output.splitlines() | ||
for line in lines: | ||
if 'GB' in line: | ||
type = line.split()[0].strip(':') | ||
size = int(line.strip().split()[1].strip('B')) | ||
bw = float(line.strip().split()[2]) | ||
self._result.add_result(f'{type}_{size}_bw', bw) | ||
if 'error' in line.lower(): | ||
logger.error( | ||
'The result format is invalid - round: {}, benchmark: {}, raw output: {}.'.format( | ||
self._curr_run_index, self._name, raw_output | ||
) | ||
) | ||
return False | ||
return True | ||
except Exception as e: | ||
logger.error( | ||
'The result format is invalid - round: {}, benchmark: {}, raw output: {}, exception: {}.'.format( | ||
self._curr_run_index, self._name, raw_output, str(e) | ||
) | ||
) | ||
return False | ||
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BenchmarkRegistry.register_benchmark('directx-gpu-copy-bw', DirectXGPUCopyBw, platform=Platform.DIRECTX) |
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