Andreas Fehlner

As a graduated project in the LF AI & Data organization, we should have a Gold status at https://bestpractices.coreinfrastructure.org/en/projects/3313. At the moment we are only at "passing". One of the...

WIP: Release pipeline without offline steps (PR to discuss the ideas)

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### Description Remove offline steps for the official release build in order to increase supply chain security. In a nutshell: * all 4 release jobs are combined by converting them...

Split onnx model in architecture and weights

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## Context Among others "THE MODEL OPENNESS FRAMEWORK: PROMOTING COMPLETENESS AND OPENNESS FOR REPRODUCIBILITY, TRANSPARENCY, AND USABILITY IN ARTIFICIAL INTELLIGENCE" (https://arxiv.org/pdf/2403.13784) is in favor of the separation between architecture and...

a) Feature Request: Function sample_dirichlet, b) State of probabilistic model support?

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I am very interested in converting DeepLearning models, that contain the PowerSpherical function (https://github.com/andife/power_spherical) to ONNX. Currently this fails because of the Dirichlet function (https://github.com/pytorch/pytorch/issues/116336). After my research, I came...

Deprecation / Update Policy for onnx dependencies?

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Hello, since Onnx has developed into a quasi-standard in some areas, I think it could makes sense to write down how Onnx relates to other projects and what dependencies there...

[Feature request] Introduce fuzzing (for example oss-fuzz)

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### System information _No response_ ### What is the problem that this feature solves? - Onnx not fuzzed yet (https://github.com/google/oss-fuzz might be an option?) - Introduce some good practices according...

train error: after a time, NaN or Inf found in input tensor.

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Hello, executing python train.py --dataset owndataset --vit_name R50-ViT-B_16 --batch_size 12 --max_iterations 1000 --max_epochs 350 Any idea for the reasons for this? iteration 755 : loss : 0.232612, loss_ce: 0.031451 iteration...

WIP: Arm64 for release_win.yml

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### Description ### Motivation and Context

WIP Python 3.13: builds successful for all os, some deps (e.g google-re2) are not ready for 3.13 yet

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### Description ### Motivation and Context