Deep Learning requires a high-performance workstation to adequately handle high processing demands. Your system should meet or exceed the following requirements before you start working with Deep Learning:
Dedicated Nvidia GPU graphics card with
- CUDA Compute Capability 3.5 or higher (required)
- 6 GB of VRAM or more (recommended)
- All of our recommended GPUs have the required CUDA capability. You can also go to https://developer.nvidia.com/cuda-gpus to check if your NVIDIA GPU is CUDA-capable.
CPU with AVX/AVX2 support is required to use Deep Learning in Dragonfly.
For your convenience we have copied and pasted the CUDA Compute Capability for some most common Nvidia cards as below:
GeForce and TITAN Products
GeForce Notebook Products
Quadro Desktop Products
| GPU | Compute Capability |
|---|---|
| Quadro RTX 8000 | 7.5 |
| Quadro RTX 6000 | 7.5 |
| Quadro RTX 5000 | 7.5 |
| Quadro RTX 4000 | 7.5 |
| Quadro GV100 | 7.0 |
| Quadro GP100 | 6.0 |
| Quadro P6000 | 6.1 |
| Quadro P5000 | 6.1 |
| Quadro P4000 | 6.1 |
| Quadro P2200 | 6.1 |
| Quadro P2000 | 6.1 |
| Quadro P1000 | 6.1 |
| Quadro P620 | 6.1 |
| Quadro P600 | 6.1 |
| Quadro P400 | 6.1 |
| Quadro M6000 24GB | 5.2 |
| Quadro M6000 | 5.2 |
| Quadro K6000 | 3.5 |
| Quadro M5000 | 5.2 |
| Quadro K5200 | 3.5 |
| Quadro K5000 | 3.0 |
| Quadro M4000 | 5.2 |
| Quadro K4200 | 3.0 |
| Quadro K4000 | 3.0 |
| Quadro M2000 | 5.2 |
| Quadro K2200 | 3.0 |
| Quadro K2000 | 3.0 |
| Quadro K2000D | 3.0 |
| Quadro K1200 | 5.0 |
| Quadro K620 | 5.0 |
| Quadro K600 | 3.0 |
| Quadro K420 | 3.0 |
| Quadro 410 | 3.0 |
| Quadro Plex 7000 | 2.0 |
Quadro Mobile Products
| GPU | Compute Capability |
|---|---|
| RTX 5000 | 7.5 |
| RTX 4000 | 7.5 |
| RTX 3000 | 7.5 |
| T2000 | 7.5 |
| T1000 | 7.5 |
| P620 | 6.1 |
| P520 | 6.1 |
| Quadro P5200 | 6.1 |
| Quadro P4200 | 6.1 |
| Quadro P3200 | 6.1 |
| Quadro P5000 | 6.1 |
| Quadro P4000 | 6.1 |
| Quadro P3000 | 6.1 |
| Quadro P2000 | 6.1 |
| Quadro P1000 | 6.1 |
| Quadro P600 | 6.1 |
| Quadro P500 | 6.1 |
| Quadro M5500M | 5.2 |
| Quadro M2200 | 5.2 |
| Quadro M1200 | 5.0 |
| Quadro M620 | 5.2 |
| Quadro M520 | 5.0 |
| Quadro K6000M | 3.0 |
| Quadro K5200M | 3.0 |
| Quadro K5100M | 3.0 |
| Quadro M5000M | 5.0 |
| Quadro K500M | 3.0 |
| Quadro K4200M | 3.0 |
| Quadro K4100M | 3.0 |
| Quadro M4000M | 5.0 |
| Quadro K3100M | 3.0 |
| Quadro M3000M | 5.0 |
| Quadro K2200M | 3.0 |
| Quadro K2100M | 3.0 |
| Quadro M2000M | 5.0 |
| Quadro K1100M | 3.0 |
| Quadro M1000M | 5.0 |
| Quadro K620M | 5.0 |
| Quadro K610M | 3.5 |
| Quadro M600M | 5.0 |
| Quadro K510M | 3.5 |
| Quadro M500M | 5.0 |