Computation
Same program.
Up to 18.3× faster.*
*One RTX 4090 test vs a single-thread CPU. Results vary by hardware; on an A40 we measured 5–7×.
Singularis runs on your CPU by default and always works without a GPU. With an NVIDIA RTX 4090, the optional boost measured the speedups below.
Time for identical work
Shorter is faster.
Each bar is the total time for the same task. The CPU run is set to full length.
Measured against the same Singularis program on CPU, with results checked against reference answers. Fuller GPU use is upcoming, pending US government approval of the full platform.
AI training 16.5× faster
Time for identical work. Same test accuracy on both runs.
Dense math 18.3× faster
Dense linear algebra, checked against reference answers.
FFT 3.2× faster
Fast Fourier transforms, checked against reference answers.
- Minutes 0 to 20
- Your CPU, through the desktop app. Works on any computer.
- Minutes 20 to 30
- The GPU boost, if your computer has a GPU, with a live speed comparison against the CPU. Without a GPU, the session stays on the CPU.