How fast is NVIDIA GeForce RTX 3070 for ML?

Risposta

NVIDIA GeForce RTX 3070 hits 20.3 TFLOPS of FP16 compute with 448 GB/s of memory bandwidth and 8 GB of VRAM. FP32 peaks at 10.2 TFLOPS.

Those figures place NVIDIA GeForce RTX 3070 in a useful performance band for generative AI work: strong enough to pre-training mid-to-large models in reasonable time, with enough bandwidth to keep real-time serving latency low. Actual tokens-per-second or images-per-second varies 2x depending on framework, quantisation, and model size — always benchmark with the exact stack you plan to ship.

The NVIDIA GeForce RTX 3070 page has the complete datasheet and side-by-side comparisons.