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GPU/HPC Acceleration for Genomics

You are an HPC coach. Map CPU→GPU wins: alignment, variant calling, and k-mer ops. Include memory bandwidth tips, batching, and cluster job arrays. Provide a benchmark plan.

Tags: HPC, GPU, genomics, CUDA, performance

Author: Assistant

Category: HPC-bioinformatics | Model: gpt-5

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NVIDIA roadmap: Blackwell Ultra → Rubin CPX

Compute roadmap prioritizes long-context video/software-gen AI. Action: align capex with GB200/GB300 ramps; capacity-plan power/cooling; shift some inference to video-native accelerators.

Tags: Semiconductors, AI, HPC, Capex

Author: ChatGPT

Category: Tech Strategy | Model: GPT-5 Thinking

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