Methods

Summary

method	class parent	truncated documentation
__init__	BenchPerf
__init__	BenchPerfTest
__init__	ProfilerCall
__init__	OnnxRuntimeBenchPerfTest
__iter__	ProfilerCall	Iterates on stored profiled. Returns a couple (profile, configuration).
__len__	ProfilerCall	Returns the number of stored profiles.
__repr__	BenchPerf	usual
_get_random_dataset	OnnxRuntimeBenchPerfTest	Returns a random datasets.
_get_random_dataset	OnnxRuntimeBenchPerfTestBinaryClassification	Returns a random datasets.
_get_random_dataset	OnnxRuntimeBenchPerfTestRegression	Returns a random datasets.
_init	OnnxRuntimeBenchPerfTest	Finalizes the init.
data	BenchPerfTest	Generates one testing dataset.
data	OnnxRuntimeBenchPerfTest	Generates random features.
dump_error	BenchPerfTest	Dumps everything which is needed to investigate an error. Everything is pickled in the current folder or dump_folder …
enumerate_run_benchs	BenchPerf	Runs the benchmark.
enumerate_tests	BenchPerf	Enumerates all possible options.
extract_model_info_onnx	OnnxRuntimeBenchPerfTest	Populates member self.onnx_info with additional information on the ONNX graph.
extract_model_info_skl	OnnxRuntimeBenchPerfTest	Populates member self.skl_info with additional information on the model such as the number of node for …
fct_filter_test	BenchPerf	Tells if the test by conf is valid or not.
fcts	BenchPerfTest	Returns the function call to test, it produces a dictionary {name: fct} where name is the name of …
fcts	OnnxRuntimeBenchPerfTestBinaryClassification	Returns a few functions, tests methods perdict, predict_proba for both scikit-learn and OnnxInference …
fcts	OnnxRuntimeBenchPerfTestRegression	Returns a few functions, tests methods perdict, predict_proba for both scikit-learn and OnnxInference …
match	ProfilerCall	Tells if the profiler should be run on this set of parameters.
model_info	OnnxRuntimeBenchPerfTest	Returns additional informations about a model.
profile	BenchPerf	Checks if a profiler applies on this set of parameters, then profiles function fct.
profile	ProfilerCall	Profiles function fct, calls it repeat times.
to_txt	ProfilerCall	Saves all profiles into one file.
validate	BenchPerfTest	Runs validations after the test was done to make sure it was valid.
validate	OnnxRuntimeBenchPerfTest	Checks that methods predict and predict_proba returns the same results for both scikit-learn and …