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Vibe Coded 5-20% SPS Gain - Bit Identical - #660

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Kinvert wants to merge 16 commits into
PufferAI:5.0from
Kinvert:cuda-trainer-hotspots
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Vibe Coded 5-20% SPS Gain - Bit Identical#660
Kinvert wants to merge 16 commits into
PufferAI:5.0from
Kinvert:cuda-trainer-hotspots

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@Kinvert

@Kinvert Kinvert commented Aug 21, 2026

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You can try this branch and see how it works on your end. If it's faster and you actually want it, I can clean it up.

I just threw tokens at it while working on other stuff, not expecting much but it seems to work for me.

Golden case Speedup
━━━━━━━━━━━━━━━━━━ ━━━━━━━━━
Affine578 .h +16.65%
────────────────── ─────────
Affine578 .cu +20.48%
────────────────── ─────────
Affine1024x4 .h +7.37%
────────────────── ─────────
Affine1024x4 .cu +9.12%
────────────────── ─────────
Breakout .h +2.14%
────────────────── ─────────
Breakout .cu +19.89%
────────────────── ─────────
G2048 .h -0.39% note this slowdown
────────────────── ─────────
Maze .h +6.62%
────────────────── ─────────
Boxoban .h +3.08%

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