2021-01-28 16:01:28 +03:00
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# Copyright (c) Microsoft Corporation.
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# Licensed under the MIT License.
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"""The setuptools based setup module.
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Reference:
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https://packaging.python.org/guides/distributing-packages-using-setuptools/
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"""
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import os
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import sys
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import pathlib
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from typing import List, Tuple
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2022-06-14 05:57:01 +03:00
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import pkg_resources
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2021-01-28 16:01:28 +03:00
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from setuptools import setup, find_packages, Command
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import superbench
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2022-06-14 05:57:01 +03:00
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try:
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pkg_resources.require(['pip>=18', 'setuptools>=45'])
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except (pkg_resources.VersionConflict, pkg_resources.DistributionNotFound):
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print('Try upgrade pip/setuptools to latest version, for example, python3 -m pip install --upgrade pip setuptools')
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raise
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here = pathlib.Path(__file__).parent.resolve()
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long_description = (here / 'README.md').read_text(encoding='utf-8')
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class Formatter(Command):
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"""Cmdclass for `python setup.py format`.
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Args:
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Command (distutils.cmd.Command):
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Abstract base class for defining command classes.
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"""
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description = 'format the code using yapf'
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user_options: List[Tuple[str, str, str]] = []
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def initialize_options(self):
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"""Set default values for options that this command supports."""
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pass
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def finalize_options(self):
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"""Set final values for options that this command supports."""
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pass
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def run(self):
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"""Fromat the code using yapf."""
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errno = os.system('python3 -m yapf --in-place --recursive --exclude .git --exclude .eggs .')
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sys.exit(0 if errno == 0 else 1)
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2021-01-28 16:01:28 +03:00
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class Linter(Command):
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"""Cmdclass for `python setup.py lint`.
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Args:
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Command (distutils.cmd.Command):
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Abstract base class for defining command classes.
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"""
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description = 'lint the code using flake8'
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user_options: List[Tuple[str, str, str]] = []
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def initialize_options(self):
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"""Set default values for options that this command supports."""
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pass
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def finalize_options(self):
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"""Set final values for options that this command supports."""
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pass
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def run(self):
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"""Lint the code with yapf, mypy, and flake8."""
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errno = os.system(
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' && '.join(
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[
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'python3 -m yapf --diff --recursive --exclude .git --exclude .eggs .',
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'python3 -m mypy .',
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'python3 -m flake8',
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]
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)
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)
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sys.exit(0 if errno == 0 else 1)
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class Tester(Command):
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"""Cmdclass for `python setup.py test`.
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Args:
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Command (distutils.cmd.Command):
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Abstract base class for defining command classes.
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"""
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description = 'test the code using pytest'
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user_options: List[Tuple[str, str, str]] = []
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def initialize_options(self):
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"""Set default values for options that this command supports."""
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pass
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def finalize_options(self):
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"""Set final values for options that this command supports."""
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pass
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def run(self):
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"""Run pytest."""
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2021-02-04 05:43:43 +03:00
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errno = os.system('python3 -m pytest -v --cov=superbench --cov-report=xml --cov-report=term-missing tests/')
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sys.exit(0 if errno == 0 else 1)
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setup(
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name='superbench',
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version=superbench.__version__,
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description='Provide hardware and software benchmarks for AI systems.',
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long_description=long_description,
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long_description_content_type='text/markdown',
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url='https://github.com/microsoft/superbenchmark',
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author=superbench.__author__,
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author_email='superbench@microsoft.com',
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license='MIT',
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classifiers=[
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'Development Status :: 2 - Pre-Alpha',
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'Environment :: GPU',
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'Intended Audience :: System Administrators',
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'License :: OSI Approved :: MIT License',
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'Operating System :: POSIX',
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'Programming Language :: Python :: 3',
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'Programming Language :: Python :: 3 :: Only',
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'Programming Language :: Python :: 3.6',
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'Programming Language :: Python :: 3.7',
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'Programming Language :: Python :: 3.8',
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'Programming Language :: Python :: 3.9',
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'Topic :: System :: Benchmark',
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'Topic :: System :: Clustering',
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'Topic :: System :: Hardware',
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],
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keywords='benchmark, AI systems',
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packages=find_packages(exclude=['tests']),
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python_requires='>=3.6, <4',
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use_scm_version={
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'local_scheme': 'node-and-date',
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'version_scheme': lambda _: superbench.__version__,
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'fallback_version': f'{superbench.__version__}+unknown',
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},
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setup_requires=[
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'setuptools_scm',
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],
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install_requires=[
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'ansible_base>=2.10.9;os_name=="posix"',
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'ansible_runner>=2.0.0rc1',
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'colorlog>=6.7.0',
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'importlib_metadata',
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'jinja2>=2.10.1',
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'joblib>=1.0.1',
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'jsonlines>=2.0.0',
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'knack>=0.7.2',
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'markdown>=3.3.0',
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'matplotlib>=3.0.0',
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Runner: Add Feature - Generate summarized output files. (#157)
**Description**
Generate the summarized output files from all nodes. For each metric, do the reduce operation according to the `reduce_op`
**Major Revision**
- Generate the summarized json file per node:
For microbenchmark, the format is `{benchmark_name}/[{run_count}/]{metric_name}[:rank]`
For modelbenchmark, the format is `{benchmark_name}/{sub_benchmark_name}/[{run_count}/]{metric_name}`
`[]` means optional.
```
{
"kernel-launch/overhead_event:0": 0.00583,
"kernel-launch/overhead_event:1": 0.00545,
"kernel-launch/overhead_event:2": 0.00581,
"kernel-launch/overhead_event:3": 0.00572,
"kernel-launch/overhead_event:4": 0.00559,
"kernel-launch/overhead_event:5": 0.00591,
"kernel-launch/overhead_event:6": 0.00562,
"kernel-launch/overhead_event:7": 0.00586,
"resnet_models/pytorch-resnet50/steptime-train-float32": 544.0827468410134,
"resnet_models/pytorch-resnet50/throughput-train-float32": 353.7607016465773,
"resnet_models/pytorch-resnet50/steptime-train-float16": 425.40482617914677,
"resnet_models/pytorch-resnet50/throughput-train-float16": 454.0142363793973,
"pytorch-sharding-matmul/0/allreduce": 10.561786651611328,
"pytorch-sharding-matmul/1/allreduce": 10.561786651611328,
"pytorch-sharding-matmul/0/allgather": 10.088025093078613,
"pytorch-sharding-matmul/1/allgather": 10.088025093078613
}
```
- Generate the summarized jsonl file for all nodes, each line is the result from one node in json format.
2021-08-20 11:48:40 +03:00
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'natsort>=7.1.1',
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'networkx>=1.11',
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'numpy>=1.19.2',
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'omegaconf==2.0.6',
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'openpyxl>=3.0.7',
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'pandas==1.1.5',
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'pssh @ git+https://github.com/lilydjwg/pssh.git@v2.3.4',
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'pyyaml>=5.3',
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'requests>=2.27.1',
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'seaborn>=0.11.2',
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'tcping>=0.1.1rc1',
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'urllib3>=1.26.9',
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'xlrd>=2.0.1',
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'xlsxwriter>=1.3.8',
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'xmltodict>=0.12.0',
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],
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extras_require=(
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lambda x: {
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**x,
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'develop': x['dev'] + x['test'],
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'cpuworker': x['torch'],
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'amdworker': x['torch'] + x['ort'],
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'nvworker': x['torch'] + x['ort'] + x['nvidia'],
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}
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)(
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{
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'dev': ['pre-commit>=2.10.0'],
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'test': [
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'flake8-docstrings>=1.5.0',
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'flake8-quotes>=3.2.0',
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2022-11-29 07:30:10 +03:00
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'flake8>=3.8.4, <6.0.0',
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'mypy>=0.800',
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'pydocstyle>=5.1.1',
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'pytest-cov>=2.11.1',
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'pytest-subtests>=0.4.0',
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'pytest>=6.2.2',
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'types-markdown',
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'types-pkg_resources',
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'types-pyyaml',
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'typing-extensions>=3.10',
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'vcrpy>=4.1.1',
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'yapf==0.31.0',
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],
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'torch': [
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'torch>=1.7.0a0',
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'torchvision>=0.8.0a0',
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'transformers>=4.3.3',
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],
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'ort': [
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'onnx>=1.10.2',
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'onnxruntime-gpu==1.10.0',
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],
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'nvidia': ['py3nvml>=0.2.6'],
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}
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),
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include_package_data=True,
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entry_points={
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'console_scripts': [
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'sb = superbench.cli.sb:main',
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],
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},
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cmdclass={
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'format': Formatter,
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'lint': Linter,
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'test': Tester,
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},
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project_urls={
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'Source': 'https://github.com/microsoft/superbenchmark',
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'Tracker': 'https://github.com/microsoft/superbenchmark/issues',
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},
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)
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