5 ms·
I did more tests on various GPUs. The TFLOPS values for A100 exceed the maximum from the spec of the GPU, so perhaps TFLOPS is calculated in a different way in
by ap4 2y ago
I did more tests on various GPUs. The TFLOPS values for A100 exceed the maximum from the spec of the GPU, so perhaps TFLOPS is calculated in a different way in the spec.
size tflops_cublas tflops_my diff gpu
12288² 51.4 56.3 +9% h100
8192² 50.5 56.1 +11% h100
4096² 43.8 53.9 +23% h100
12288² 18.9 27.0 +43% a100
8192² 19.0 26.3 +38% a100
4096² 17.5 19.8 +13% a100
16384² 28.8 34.9 +21% 3090ti
12288² 28.8 34.5 +20% 3090ti
8192² 29.3 33.3 +14% 3090ti
4096² 27.9 26.7 -4% 3090ti