superbenchmark/examples/benchmarks/ort_inference_performance.py

24 строки
799 B
Python

# Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
"""Micro benchmark example for ONNXRuntime inference performance.
Commands to run:
python3 examples/benchmarks/ort_inference_performance.py
"""
from superbench.benchmarks import BenchmarkRegistry, Platform
from superbench.common.utils import logger
if __name__ == '__main__':
context = BenchmarkRegistry.create_benchmark_context(
'ort-inference', platform=Platform.CUDA, parameters='--pytorch_models resnet50 resnet101 --precision float16'
)
benchmark = BenchmarkRegistry.launch_benchmark(context)
if benchmark:
logger.info(
'benchmark: {}, return code: {}, result: {}'.format(
benchmark.name, benchmark.return_code, benchmark.result
)
)