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Hardware flexibility

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Richard Ho

Single-device Pareto curve for throughput and latency

Ho says a single device can operate at either end of the Pareto curve between high throughput and low latency, or at points between them. He connects this capability to lowering infrastructure costs.

Supporting evidence

Inside OpenAI’s First Chip

Original excerpt

What we have in a single device—and I think this is really critical for our infrastructure and being able to lower the cost of the infrastructure—is a single device that can operate at both points, or at any point along that curve. We call it the Pareto curve between high throughput and low latency.
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