Xavier Dupré

Playground to test ideas

Experimental ONNX repositories

website repository · PyPI downloads dashboard

Project
Description
Pages
Status
locodellm

experimentation around local LLM

docs
locodellm code coverage locodellm style workflow status DOC locodellm
mbext

modelbuilder + CI implementing discrepancies on small untrained models, a way to make copilot use CI and save a couple of manual steps

docs coverage
mbext code coverage DATA mbext class coverage DOC mbext
my-own-accelerator

a kind of automation of my own old habits

docs
DOC moa
onnx

weekly statistics gathered from the latest onnx release on PyPI (wheel size, opset, operator/test counts)

stats durations coverage lost
DATA onnx backend node test coverage DATA onnx stats DATA PyPI downloads
onnx-light

onnx without protobuf, a better shape inference alogithm, a replacement implemented the same API but offering more freedom

docs size PRs durations schema coverage release shapes inplace tags cgen bench lost
onnx-light code coverage onnx-light style workflow status DOC onnx-light DATA onnx-light backend test coverage DATA onnx-light shape inference coverage DATA onnx-light inplace metadata coverage DATA onnx-light shape-tag metadata coverage DATA onnx-light size and ops DATA onnx-light vs emx-onnx-cgen comparison DATA onnx-light benchmark
onnx-light-kernel-images

ImageDecoder kernel extension for onnx-light (BMP, TIFF, JPEG, PNG, PNM)

docs
onnx-light-kernel-images code coverage onnx-light-kernel-images style workflow status DOC onnx-light-kernel-images
onnx-light-cpu

Highly optimized CPU kernels for onnx-light with AVX/AVX2/AVX-512 runtime dispatch

docs
onnx-light-cpu code coverage onnx-light-cpu style workflow status DOC onnx-light-cpu
yet-another-onnx-builder

a fusion of all existing converters for scikit-learn, xgboost, lightgbo, tensorflow, pytorch, scikit-survival, category_encodes, SQL, polars, pandas, ...

docs size PRs durations sklearn torch models
yet-another-onnx-builder code coverage DOC yobx DATA yobx size and loc DATA yobx torch coverage DATA export model-ids to ONNX DATA yobx sklearn coverage
yet-another-onnxruntime-extensions

simplified project to implement onnxruntime custom kernels in CPU and CUDA

docs PRs
yet-another-onnxruntime-extensions code coverage DOC yaourt
xadupre.github.io

this website: dashboards and documentation for the ONNX experiments

repo pypi
DOC xadupre.github.io Unit tests DATA build durations DATA PR statistics