superbenchmark/examples/benchmarks/gemm_flops_cuda_performance.py

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Python
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# Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
"""Model benchmark example for Cutlass GEMM FLOPs performance.
Commands to run:
python3 examples/benchmarks/gemm_flops_cuda_performance.py
"""
from superbench.benchmarks import BenchmarkRegistry, Platform
from superbench.common.utils import logger
if __name__ == '__main__':
parameters = '--n 16384 --k 16384 --m 16384'
context = BenchmarkRegistry.create_benchmark_context('gemm-flops', platform=Platform.CUDA, parameters=parameters)
benchmark = BenchmarkRegistry.launch_benchmark(context)
if benchmark:
logger.info(
'benchmark: {}, return code: {}, result: {}'.format(
benchmark.name, benchmark.return_code, benchmark.result
)
)