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docs: explain GradientDescent loop options#643

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Haihan-Jiang:codex/jaxopt-gradient-descent-loop-docs
Open

docs: explain GradientDescent loop options#643
Haihan-Jiang wants to merge 1 commit into
google:mainfrom
Haihan-Jiang:codex/jaxopt-gradient-descent-loop-docs

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Summary

  • Clarifies GradientDescent documentation for jit and unroll.
  • Adds central implicit-differentiation docs explaining when unroll="auto" expands solver loops and the compile-time/memory tradeoff.

Fixes #165.

Testing

  • python3.12 -m compileall -q jaxopt/_src/gradient_descent.py
  • git diff --check

I did not run the full Sphinx docs build locally because docs/requirements.txt installs the full docs stack, including TensorFlow/Flax, and this change only updates RST/docstring text.

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some keywords undocumented in GradientDescent

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