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SlipStream: Enabling HBF for GPU Systems by Mitigating the Latency and SRAM Overheads

Saxena, Anish et al.
arXiv (All) · Papers
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and-cluster-computingdistributedhardware-architecturemachine-learningparallel
Large language model (LLM) inference demands ever more memory capacity for larger models and batch sizes. High-Bandwidth Flash (HBF) replaces the DRAM dies of HBM with NAND flash and provides up to 16x the capacity at comparable read bandwidth. However, HBF can incur a read latency of nearly 20$μ$s,
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