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Author

Dzmitry Malyshau

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Preprint Aug 2026

Meganeura: Portable GPU Training and Inference through Vulkan and Metal

The results show that general consumer graphics APIs can support a compact shared train-to-deploy stack at useful, sometimes vendor-competitive performance and measured gaps point to kernel coverage, scheduling, and arithmetic policy rather than an identified API limitation.

Dzmitry Malyshau · 0 citations
Preprint Jul 2026

Cortex: Compact Behavior Cloning for Quake with Frozen Visual Features

P2P-150M and NitroGen checkpoints remain shallower in five matched-duration episodes each, andlations show that denser visual tokens improve combat and survival, while longer optimization and naive action history improve offline metrics without consistently improving play.

Dzmitry Malyshau · 0 citations

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