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Publish refreshed NeuralNetworks V100 benchmarks - #45

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ChrisRackauckas merged 1 commit into
SciML:mainfrom
ChrisRackauckas-Claude:publish/neuralnetworks-v100-refresh
Sep 2, 2026
Merged

Publish refreshed NeuralNetworks V100 benchmarks#45
ChrisRackauckas merged 1 commit into
SciML:mainfrom
ChrisRackauckas-Claude:publish/neuralnetworks-v100-refresh

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What changed

Publish the complete NeuralNetworks V100 artifact generated by the validated benchmark run from SciML/SciMLBenchmarks.jl#1736. The currently published directory contains only five historical figures and no markdown page; this artifact restores the full page and all ten current plots.

Ignore this PR until it has been reviewed by @ChrisRackauckas.

Artifact provenance and audit

Source job:

https://github.com/SciML/SciMLBenchmarks.jl/actions/runs/33463404167/job/99722679994

Downloaded artifact: benchmark-benchmarks-NeuralNetworks, 1,341,285 bytes.

The artifact contains:

  • simple_networks.md and its generated Julia script;
  • all 10 figures referenced by the markdown;
  • all five model sections, each with the intended inference and training results;
  • Tesla V100 device confirmation for Julia, JAX, and PyTorch.

The rendered markdown contains no ERROR, LoadError, UndefVarError, MethodError, stack trace, unsupported-device message, or missing figure reference. It reports JAX 0.11.1 and PyTorch 2.10.0+cu128.

Verification

The output documentation build completed with exit code 0:

julia +1.11.9 --project=.validation/docs-env docs/make.jl

Documenter emitted pre-existing warnings from unrelated DAE, NonStiffSDE, OptimizationCUTEst, and oversized pages; it did not emit a NeuralNetworks warning or error.

typos markdown/NeuralNetworks and git diff --check HEAD^ HEAD both exited 0. A repository-wide Runic check reaches the unchanged script/test.jl and reports its pre-existing formatting drift; this PR adds no Julia source and does not mix that mechanical cleanup into the artifact publication.

Dependency

This output should not merge before the source benchmark change at SciML/SciMLBenchmarks.jl#1736 is reviewed and accepted.

🤖 Generated with Claude Code

https://chatgpt.com/codex/tasks/01a03a17-ad6f-7131-82fc-d0fd57ea6512

Co-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>
Co-Authored-By: Claude <noreply@anthropic.com>
Claude-Session: https://chatgpt.com/codex/tasks/01a03a17-ad6f-7131-82fc-d0fd57ea6512
@ChrisRackauckas
ChrisRackauckas marked this pull request as ready for review September 2, 2026 08:20
@ChrisRackauckas
ChrisRackauckas merged commit 8458039 into SciML:main Sep 2, 2026
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2 participants