What can I run on GeForce RTX 5090?
32 GB VRAMBlackwell3352 AI TOPS575 W (total graphics power)View matrix for this target →
NVIDIA's AI TOPS headline is an FP4, sparsity-assisted figure, not FP16/BF16 throughput.
Policy by policy
| Policy | Params | Inference memory (sourced, with precision) | On GeForce RTX 5090 | Best measured |
|---|---|---|---|---|
| ACT Imitation | 80M | 211 MB measured fp32 | no data | |
| Diffusion Policy Imitation | — | 1.12 GB measured fp32 | no data | |
| EO-1 VLA | 3B | ≥6.5 GB | no data | |
| Evo-1 VLA | 770M | — | no data | |
| Fast-WAM World model | 6B | — | no data | |
| GR00T N1.7 VLA | 3B | ≥16 GB | no data | |
| HIL-SERL RL | — | — | no data | |
| LingBot-VA World model | 5.3B | ≥18 GB | no data | |
| MolmoAct2 VLA | — | 12.1 GB measured bf16 | no data | |
| Multitask DiT Imitation | 450M | — | no data | |
| OpenVLA VLA | 7.5B | 15 GB measured bf16 | no data | |
| OpenVLA-OFT VLA | — | ≥16 GB | no data | |
| SmolVLA VLA | 450M | 1.75 GB measured fp32 | no data | |
| TD-MPC RL | — | — | no data | |
| VLA-JEPA VLA | — | — | no data | |
| VQ-BeT Imitation | — | — | no data | |
| WALL-OSS VLA | — | — | no data | |
| X-VLA VLA | 900M | — | no data | |
| π0 VLA | 3.3B | 13.32 GB measured fp32 | no data | |
| π0-FAST VLA | — | ≥8 GB | no data | |
| π0.5 VLA | — | ≥8 GB | no data |
“Exceeds memory” compares a policy's upstream-stated minimum inference memory (never a measured peak, which is precision-specific) with this target's VRAM. It is arithmetic, not observation, and is labelled inferred. Quantised or split runtimes can change the answer; a measured run always wins.
All measured runs on GeForce RTX 5090
No measured runs on GeForce RTX 5090 yet. A run needs runtime, precision, camera count. Contribute one.
Sources
- T1 · upstream documentedvendor-docsverified 2026-10-24 (1d ago)
RTX 5090 full specs: 3352 AI TOPS (5th-gen Tensor Cores), 32 GB GDDR7.
“Tensor Cores (AI) 5th Generation 3352 AI TOPS Ray Tracing Cores 4th Generation 318 TFLOPS Boost Clock (GHz) 2.41 Base Clock (GHz) 2.01 Memory Specs: Standard Memory Config 32 GB GDDR7”
https://www.nvidia.com/en-us/geforce/graphics-cards/50-series/rtx-5090/ - T1 · upstream documentedvendor-docsverified 2026-10-24 (1d ago)
RTX 5090 full specs: total graphics power 575 W.
“Total Graphics Power (W) 575”
https://www.nvidia.com/en-us/geforce/graphics-cards/50-series/rtx-5090/ - T1 · upstream documentedvendor-docsverified 2026-10-24 (1d ago)
RTX 5090 full specs: NVIDIA architecture Blackwell.
“NVIDIA Architecture Blackwell”
https://www.nvidia.com/en-us/geforce/graphics-cards/50-series/rtx-5090/