Generative AI workloads are rapidly outgrowing the memory and compute budget of single GPUs. For inference developers building media generation pipelines, the... Generative AI workloads...
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Greyhawkery Comics: Cultists #41
Well met, Greyhawkers! The Cultists of Tharizdun recently finished up in Orlane (follow the links below to see their previous adventures) and have moved on...
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Accelerating BEV Pooling on NVIDIA GPUs for Physical AI Applications
An increasingly common design pattern for autonomous vehicles (AVs), robotics, and spatial AI systems is bird's-eye-view (BEV) perception. BEV models project... An increasingly common design...
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Maximize AI Factory Energy Efficiency Through Full-Stack Inference and Training Optimizations
Power can account for 40% of the operating expenses (OpEx) to run an AI factory. Each watt can be spent on overhead, data ingestion, training,...
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Boost Inference Performance up to 15x on NVIDIA Blackwell Using DFlash Speculative Decoding
As AI systems move from single-turn interactions to coordinated multiagent workflows, low-latency inference becomes increasingly important. Autoregressive LLMs... As AI systems move from single-turn interactions...