From CPU Struggles to Speed Gains: Whisper + Artemis on Intel Xeon

Tuning AI for Real-World Performance Starts With Smarter Code

Running large models like OpenAI’s Whisper in production can be a challenge—slow inference, high compute costs, and infrastructure headaches. Especially when you're operating on CPUs or trying to scale cost-effectively in the cloud.

That’s exactly where Artemis comes in.

We applied our evolutionary code optimization platform—Artemis—to Whisper running on Intel’s Tiber Cloud and 3rd Gen Xeon® processors. No model changes. Just pure code optimization, profiling, and validation to achieve:

• 24.96% faster runtime on GPU
• 14.65% acceleration on CPU

Read the white paper: Artemis Maximizing AI Performance on Intel Xeon Processors