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// RUN ON CONSUMER GPU
Run DDPM-IP (CelebA) on Consumer GPU hardware
33 options ranked by estimated speed at Q4 / 8k context.
| Hardware | Est tok/s | Fits 8k? | Max ctx | ~Price |
|---|---|---|---|---|
| NVIDIA GeForce RTX 5090 → | ~9,437.3 | yes | 424k | ~$1,999 |
| NVIDIA GeForce RTX 4090 → | ~5,308.5 | yes | 312k | ~$1,599 |
| NVIDIA GeForce RTX 3090 Ti → | ~5,308.5 | yes | 312k | ~$1,999 |
| NVIDIA GeForce RTX 5080 → | ~5,055.7 | yes | 199k | ~$999 |
| NVIDIA GeForce RTX 3090 → | ~4,929.3 | yes | 312k | ~$1,499 |
| NVIDIA GeForce RTX 3080 Ti → | ~4,802.9 | yes | 143k | ~$1,199 |
| NVIDIA GeForce RTX 5070 Ti → | ~4,718.6 | yes | 199k | ~$749 |
| AMD Radeon RX 7900 XTX → | ~4,474.6 | yes | 312k | ~$999 |
| NVIDIA GeForce RTX 3080 10GB → | ~4,002.4 | yes | 115k | ~$699 |
| NVIDIA GeForce RTX 4080 → | ~3,876 | yes | 199k | ~$1,199 |
| AMD Radeon RX 7900 XT → | ~3,728.8 | yes | 255k | ~$899 |
| NVIDIA GeForce RTX 5070 → | ~3,539 | yes | 143k | ~$549 |
| NVIDIA GeForce RTX 4070 Ti Super → | ~3,539 | yes | 199k | ~$799 |
| NVIDIA GeForce RTX 3070 Ti → | ~3,201.9 | yes | 87k | ~$599 |
| AMD Radeon RX 9070 XT → | ~3,001.7 | yes | 199k | ~$599 |
| AMD Radeon RX 7800 XT → | ~2,908.5 | yes | 199k | ~$499 |
| NVIDIA GeForce RTX 4070 Super → | ~2,654.2 | yes | 143k | ~$599 |
| NVIDIA GeForce RTX 4070 → | ~2,654.2 | yes | 143k | ~$599 |
| Intel Arc Pro B70 → | ~2,649.9 | yes | 424k | — |
| Intel Arc A770 16GB → | ~2,440.7 | yes | 199k | ~$329 |
| AMD Radeon RX 6800 XT → | ~2,386.4 | yes | 199k | ~$649 |
| AMD Radeon RX 6900 XT → | ~2,386.4 | yes | 199k | ~$999 |
| NVIDIA GeForce RTX 3070 → | ~2,359.3 | yes | 87k | ~$499 |
| NVIDIA GeForce RTX 5060 Ti 16GB → | ~2,359.3 | yes | 199k | ~$429 |
| NVIDIA GeForce RTX 5060 Ti 8GB → | ~2,359.3 | yes | 87k | ~$379 |
| Intel Arc Pro B60 → | ~1,987.4 | yes | 312k | — |
| Intel Arc B580 12GB → | ~1,987.4 | yes | 143k | ~$249 |
| NVIDIA GeForce RTX 4060 Ti 8GB → | ~1,516.7 | yes | 87k | ~$399 |
| NVIDIA GeForce RTX 4060 Ti 16GB → | ~1,516.7 | yes | 199k | ~$499 |
| NVIDIA DGX Spark → | ~1,437.7 | yes | 1732k | ~$3,999 |
| AMD Ryzen AI Max+ 395 → | ~1,193.2 | yes | 1732k | ~$1,999 |
| Intel Arc Pro B50 → | ~976.3 | yes | 199k | — |
| NVIDIA GeForce RTX 2050 Mobile → | ~589.8 | yes | 31k | — |
Estimate at Q4 (memory-bound). Click any option for its full per-hardware estimate and measured numbers.
FAQ
What Consumer GPU hardware runs DDPM-IP (CelebA)?▶
On GenAIList, 33 Consumer GPU options can run DDPM-IP (CelebA) at Q4 — the fastest is the NVIDIA GeForce RTX 5090 at ~9,437.3 tok/s.
How fast is DDPM-IP (CelebA) on Consumer GPU hardware?▶
Estimated generation speed ranges from ~589.8 to ~9,437.3 tok/s at Q4 (memory-bandwidth bound). Click any option for its full estimate and any measured numbers.