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 release statistics and pull request activity for onnx

stats PRs durations coverage lost
DATA onnx backend node test coverage DATA onnx PR activity DATA onnx stats DATA PyPI downloads
onnxruntime

weekly tracking of open and merged pull requests, including the average age of PRs that remain open

PRs
DATA onnxruntime PR activity
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 const cgen bench I/O time 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 PRs
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 bench backend size PRs durations
onnx-light-cpu code coverage onnx-light-cpu style workflow status DOC onnx-light-cpu DATA onnx-light-cpu benchmark DATA onnx-light-cpu size and loc
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

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