experimental_experiment.torch_bench.bash_bench_torchbench

Benchmark exporters

Benchmarks many models from the HuggingFace. Available exporters:

• eager: identity

• export: torch.export.export()

• compile: torch.compile()

• custom: experimental_experiment.torch_interpreter.to_onnx()

• script: torch.onnx.export()

• onnx_dynamo: torch.onnx.export() with dynamo=True

• dynamo_export: torch.onnx.dynamo_export()

python -m experimental_experiment.torch_bench.bash_bench_torchbench --help

python -m experimental_experiment.torch_bench.bash_bench_torchbench --model ""

Extra dependencies:

• https://github.com/pytorch/benchmark

• effdet

• fbgemm_gpu_nightly

• iopath

• opencv-python

• pyre-extensions

• torchrec

experimental_experiment.torch_bench.bash_bench_torchbench.main(args=None)

Main function for command line python -m experimental_experiment.torch_bench.bash_bench_torchbench.