NVIDIA GeForce RTX 4060 Ti memory-bound vs compute-bound workloads

Antwort

NVIDIA GeForce RTX 4060 Ti performance headline: 22.1 FP16 TFLOPS, 11 FP32 TFLOPS, 288 GB/s bandwidth, 16 GB VRAM.

Converted into practical benchmarks: model training a 7B-parameter LLM in FP16 with reasonable batch sizes typically saturates compute before bandwidth; real-time serving on the same model is usually bandwidth-bound and tracks the 288 GB/s figure. Diffusion image generation benchmarks sit between the two — compute-heavy steps utilise tensor cores well, while attention blocks still touch bandwidth.

The NVIDIA GeForce RTX 4060 Ti page has the complete datasheet and side-by-side comparisons.