Everything on Precision: Numeric Formats in Modern ML and HPC
A walkthrough of numeric formats that matter today — FP32, TF32, FP16, BF16, FP8, INT8, INT4 — how they behave, when to use each, and where the pitfalls hide.
Amx
The VNNI layout, and why your AMX kernel is silently wrong
Notes from getting Intel AMX to do a matrix multiply: the VNNI memory layout, why skipping it gives silently wrong answers, and LIBXSMM’s dispatch model.