ONNX Runtime

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Title graphic: ONNX Runtime (Product)

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Key points about ONNX Runtime

Silent CPU fallback in ONNX Runtime is a central suspect. · Diagnose GPU Underutilization and CPU Fallback…

Episodes about ONNX Runtime

Diagnose GPU Underutilization and CPU Fallback in AI…

2025-11-29 · Video on YouTube

In this episode of The M365 Show we investigate a familiar but often misunderstood failure pattern in enterprise AI: GPU costs rise, throughput collapses and latency becomes unpredictable, even though the dashboards look healthy and the models appear to work.…

Frequently asked questions

What is CPU fallback in ONNX Runtime?

It is when work meant for the GPU quietly runs on the CPU instead. The episode traces how this silent fallback makes throughput collapse and latency unpredictable while dashboards look healthy. · From the episode: Diagnose GPU Underutilization and CPU Fallback…

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Maintained by Mirko Peters (Microsoft MVP) · Last updated: 2026-11-03