Blog
Welcome to the blog archive.
Automatically Detecting Numerical Instability in ML via Soft Assertions
Machine learning (ML) models run on massive datasets and often perform billions of floating-point calculations. But here’s the problem: small numerical error...
Testing GPU Numerics: Finding Numerical Differences Between NVIDIA and AMD GPUs
When you run the same GPU program on an NVIDIA GPU and an AMD GPU, you might expect identical results. Surprisingly, that’s not always the case — even small ...