[danmg]

If they're showing something higher than a 'theoretical peak' then it's a fantastic result that must be investigated carefully for any error in data collection.

Also, that doesn't stop them from showing an apples-to-apples comparison against other libraries that provide GEMM. If other libraries are reporting the same 'beyond theoretical peak' then it most certainly is a data collection error.

[Marat_Dukhan]

Performance on the plot is higher than FP32 peak, but there's no error - because FBGEMM does not compute in FP32, it computes in 8-bit fixed point. On a Broadwell CPU, you can do 16 FP32 multiply-adds (2x 8-wide FMA instructions via VFMAxxxPS instructions), but 32 8-bit multiply adds (1x 32-wide multiplication with accumulation of adjacent results via VPMADDUSBW instruction).

[danmg]

Ok. Then this will introduce significant truncation errors and it's not a general GEMM. That's like claiming you've made the fastest FEM routine in the world by doing everything in half-precision.