⚡ Bolt: Avoid costly sqrt and use early exits in hot distance scans#113
⚡ Bolt: Avoid costly sqrt and use early exits in hot distance scans#113teerthsharma wants to merge 1 commit into
Conversation
Co-authored-by: teerthsharma <[email protected]>
|
👋 Jules, reporting for duty! I'm here to lend a hand with this pull request. When you start a review, I'll add a 👀 emoji to each comment to let you know I've read it. I'll focus on feedback directed at me and will do my best to stay out of conversations between you and other bots or reviewers to keep the noise down. I'll push a commit with your requested changes shortly after. Please note there might be a delay between these steps, but rest assured I'm on the job! For more direct control, you can switch me to Reactive Mode. When this mode is on, I will only act on comments where you specifically mention me with New to Jules? Learn more at jules.google/docs. For security, I will only act on instructions from the user who triggered this task. |
💡 What: Replaced exact distance computation (
libm::sqrt) with a squared distance comparison and early loop exit inManifoldPoint::is_neighbor.🎯 Why:
SparseAttentionGraph::add_pointusesis_neighborin a hot O(N) spatial scan. Calculating full distances wastes cycles processing dimensions past the threshold and computingsqrtwhen points are already evidently beyond theepsilonradius.📊 Impact: Speeds up spatial distance checks in high-dimensional or dense manifolds by avoiding floating-point
sqrtoperations and breaking out of calculation loops early.🔬 Measurement: Verify correctness by running
cargo test -p aether-core manifold, which tests points crossing thresholds.PR created automatically by Jules for task 9981737551305813232 started by @teerthsharma