GPU utilization

1 statements across 1 episodes · 0 bullish · 0 bearish · 1 people on the record · first statement Sep 19, 2024 by Umar Jamil · across every show →

Everything said about GPU utilization, oldest first

Sep 19, 2024 neutral
Assertion Not checkable as stated
Jamil: OpenAI and Cohere Overlap Prefill and Generation to Maximize GPU Utilization
“Token generation is memory bound means that the limitation is only given by how much your KVCache can hold. So the memory can hold in terms of KVCache. While prefilling is compute bound, so to maximize the GPU utilization, whenever you work with OpenAI or Cohe…”
Umar Jamil Sep 19, 2024 ▶ 43:05 [Paper Club] Writing in the Margins: Chunked Prefill KV Caching for Long Context Retrieval
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