ONNX benchmarks#

The following benchmarks compare runtime or backend with ONNX.

Benchmark for ONNX#

The following benchmarks measure the prediction time between scikit-learn, onnxruntime and mlprodict for different models related to one-off predictions and batch predictions.

Benchmark specific operators (Add, Scaler, …)#

The following benchmarks look into simplified models to help understand how runtime behave for specific operators.

Profiling ONNX runtime#

Full benchmarks with asv#

Others benchmarks with asv and onnx: