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Add GP benchmark comparing anvil vs gpytorch#5

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sebffischer wants to merge 2 commits into
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gpytorch
Open

Add GP benchmark comparing anvil vs gpytorch#5
sebffischer wants to merge 2 commits into
mainfrom
gpytorch

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Summary

  • Adds new benchmarks/gp/ benchmark comparing anvil vs gpytorch for GP hyperparameter optimization
  • Mirrors the existing MLP benchmark structure (batchtools, callr isolation, compile time tracking)
  • Experiment grid parameterized by dataset size (n) and number of features (p)
  • Includes run scripts for GPU and single-thread CPU

Test plan

  • Run benchmarks/gp/run-gpu.R on CUDA machine
  • Run benchmarks/gp/run-cpu-single.R on CPU
  • Verify results are saved and summarized correctly

🤖 Generated with Claude Code

sebffischer and others added 2 commits March 26, 2026 09:34
Benchmarks GP hyperparameter optimization (marginal likelihood + SGD)
parameterized by dataset size (n) and number of features (p).

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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