Machine Learning
Posts tagged “Machine Learning”.
- I Moved an Entire ML Pipeline to the GPU
A complete GPU ML pipeline reached 4.74× at one million rows, while transfer costs and tiny inference batches often kept the advantage on CPU.
- Why I Generated Slower Speech Instead of Stretching Audio
Fresh speech synthesis preserved sharper consonants than phase-vocoder stretching in 27 of 30 pairs, but extreme slowdown introduced new artifacts.
- Four Results That Looked Better Than They Were
A GPU benchmark, an MRI classifier, an imbalanced split, and a text model all produced numbers that needed more scrutiny than celebration.