superbenchmark/examples/benchmarks/matmul.py

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Python

# Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
"""Model benchmark example for matmul with pytorch.
Commands to run:
python3 examples/benchmarks/matmul.py
"""
from superbench.benchmarks import Framework, BenchmarkRegistry
from superbench.common.utils import logger
if __name__ == '__main__':
context = BenchmarkRegistry.create_benchmark_context(
'matmul', parameters='--num_steps 20', framework=Framework.PYTORCH
)
benchmark = BenchmarkRegistry.launch_benchmark(context)
if benchmark:
logger.info(
'benchmark: {}, return code: {}, result: {}'.format(
benchmark.name, benchmark.return_code, benchmark.result
)
)