Only use autodiff for the Julia backend

SciML / SciMLBenchmarks.jl

Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R

https://docs.sciml.ai/SciMLBenchmarksOutput/stable/

MIT License

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Only use autodiff for the Julia backend #971

Closed chriselrod closed 3 months ago

chriselrod commented 3 months ago

The LLVM and C backends do not support autodiff. Due to a bug, they did not perform type checking. This will be fixed in the next release, so that the solves would error instead of silently being wrong. Note that currently, the solves regularly report that they are succesful despite being wrong.