Graphics card related¶
How to choose the right GPU card for you?¶
The following are the technical specifications of the GPU card for reference.
| graphics card | Architecture | video memory | CUDA Core | single precision | double precision | half-precision arithmetic |
|---|---|---|---|---|---|---|
| GeForce 3090 | Ampere | 24 GB | 10496 | 29.4 (35.7) | 0.92 (1.12) | 58.8 (71.4) |
| GeForce 3080 Ti | Ampere | 12 GB | 10240 | (34.1) | (1.06) | (68.2) |
| GeForce 3080 | Ampere | 10 GB | 8704 | 25.1 (29.8) | 0.78 (0.93) | 50.1 (59.5) |
| GeForce 2080 Ti | Turing | 11 GB | 4352 | 11.8 (13.4) | 0.37 (0.42) | 23.5 (26.9) |
| GeForce 1080 Ti | Pascal | 11 GB | 3584 | 10.6 (11.3) | 0.33 (0.35) | 0.16 (0.17) |
| Quadro 5000 | Turing | 16 GB | 3072 | 11.2 | 0.35 | 0.02 |
| Tesla V100S | Volta | 32 GB | 5120 | 16.4 | 8.2 | |
| Tesla V100 | Volta | 16 GB | 5120 | 14 | 7 | |
| Tesla T4 | Turing | 16 GB | 2560 | 8.1 |