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Build GenAI Apps from Scratch — UCSB PaCE Certificate Program
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Explore a groundbreaking conference talk on gVulkan, the first transparent multi-GPU acceleration rendering solution for Vulkan-based ray tracing. Delve into how this innovative technology addresses the computational demands of ray tracing rendering by offloading to the cloud via API-forwarding. Learn about the implementation of Split Frame Rendering (SFR) that enables parallel acceleration across multiple GPUs, dynamically rebalancing workload at a pixel-grained level. Discover the impressive performance gains achieved by gVulkan, including a 3.81× speedup across 4 GPUs on average. Gain insights into how this solution can enhance scene realism and provide immersive experiences while overcoming the limitations of traditional local GPU rendering.
Syllabus
USENIX ATC '24 - gVulkan: Scalable GPU Pooling for Pixel-Grained Rendering in Ray Tracing
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USENIX