Add LinearSolveAutotune sublibrary for algorithm benchmarking and optimization#670

Merged

ChrisRackauckas merged 46 commits intoSciML:mainfrom

ChrisRackauckas-Claude:add-autotune-sublibrary

Aug 6, 2025

Commits on Aug 6, 2025

Add LinearSolveAutotune sublibrary for algorithm benchmarking and optimization

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Fix preferences to be stored in LinearSolve.jl instead of LinearSolveAutotune

ChrisRackauckas
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Add force=true to preferences operations for robust handling

ChrisRackauckas
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Fix large matrix sizes and add GPU hardware detection warnings

ChrisRackauckas
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Add support for multiple element types in LinearSolveAutotune

ChrisRackauckas
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Fix RFLUFactorization compatibility for BigFloat

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Add RecursiveFactorization as hard dependency to LinearSolveAutotune

ChrisRackauckas
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Remove test benchmark plot images

ChrisRackauckas
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Update lib/LinearSolveAutotune/src/LinearSolveAutotune.jl
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Fix preferences to be stored in main LinearSolve.jl package

ChrisRackauckas
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Remove LocalPreferences.toml and add to .gitignore

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Add comprehensive autotune tutorial to LinearSolve.jl documentation

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Update Tests.yml
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Update runtests.jl
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Add proper GitHub authentication handling for telemetry

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Streamline GitHub authentication for telemetry

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Make telemetry authentication more persistent

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Fix I/O buffering issues in interactive authentication

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Add robust error handling to prevent REPL interference

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Fix GitHub authentication I/O issues in autotune setup

ChrisRackauckas
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Fix authentication type errors and REPL interference

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Add REPL state initialization to fix first input issue

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Revert "Add REPL state initialization to fix first input issue"
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Implement REPL-aware token input handling

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Implement assertive algorithm detection with skip_missing_algs flag

ChrisRackauckas
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Fix GitHub comment API call for telemetry upload

ChrisRackauckas
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Replace GitHub issue comments with gist-based telemetry

ChrisRackauckas
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Implement comprehensive PR-based results repository system

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Fix CSV dependency in LinearSolveAutotune

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Fix LAPACK vendor detection for Julia version compatibility

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Add BLISLUFactorization support and fix libdl_name compatibility

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Fix Base64 import and make system info gathering robust

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Add Base64 as explicit dependency to Project.toml

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Implement real pull request creation for benchmark results

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Fix PR creation system to use fallback repository

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Fix PR creation to fork repository first

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Add fork syncing to ensure existing forks are up to date

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Add runtime JLL package detection for enhanced library access

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Fix BLIS detection to use BLIS_jll and LAPACK_jll packages

ChrisRackauckas
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Fix GitHub API call - use create_fork instead of fork

ChrisRackauckas
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Fix GitHub token permissions and add issue fallback

ChrisRackauckas
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Simplify telemetry to use GitHub.create_issue() only

ChrisRackauckas
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Fix GitHub.create_issue() call syntax

ChrisRackauckas
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Add MWE script for GitHub API call debugging

ChrisRackauckas
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remove extra bits outside of autotune
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Update lib/LinearSolveAutotune/src/benchmarking.jl
ChrisRackauckas
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