GPU GeForce NVIDIA RTX / Quadro Data Center Titan RTX Systèmes Embedded Jetson DRIVE AGX Clara AGX Frameworks d’applications Inférence IA - Triton Automobile - DRIVE Streaming vidéo Cloud IA - Maxine Lithographie numérique - cuLitho Cybersécurité - Morpheus ...
Architecture NVIDIA Blackwell La plateforme ultime pour les concepteurs, les créateurs et les ingénieurs Cœurs Tensor de 5ᵉ génération Performances d'IA maximales avec FP4 et DLSS 4 Nouveaux multiprocesseurs de streaming Optimisé pour les shaders neuronaux ...
Enter FP4 — an advanced quantization format that allows AI models to run faster and leaner without compromising output quality. Compared with FP16, it reduces model size by up to 60% and more than doubles performance, with minimal degradation. For example, Black Forest Labs’FLUX.1 [dev]mode...
FP4 (4-bit floating-point) is an emerging precision format that’s becoming more prevalent in AI applications. It represents a significant step towards more efficient AI computations, dramatically reducing memory requirements and computational demands while still maintaining reasonable accuracy. When examin...
when compared to previous-gen GeForce RTX GPUs via FLUX.1 [dev]. While FP4 is faster than FP16 in terms of processing, the trade-off is in the level of detail. FP4 pulls from a smaller (compressed) model, which may generate an image lacking finer details that some content creators ...
GeForce RTX 50 Series features FP4 for powerful AI performance and up to three encoders with support for the 4:2:2 color format — plus, new AI tools enhance livestreaming, DLSS 4 boosts 3D rendering and NVIDIA NIM microservices and Blueprints supercharg
The new 5th Gen Tensor core introduces support for FP4 data format (1/8 precision) to fast moving atomic workloads, providing 32 times the throughput of the very first Tensor core introduced with the Volta architecture. Over the generations, AI models leveraged lesser precision data formats, and...
FP4 (4 位浮点) 是一种新兴精度格式,在 AI 应用中变得越来越普遍。这是朝着更高效的 AI 计算迈出的重要一步,可在保持合理准确性的同时大幅降低内存需求和计算需求。 检查模型的显卡时,查找“precision”、“data format”或“quantization”等术语,以识别模型使用的格式。某些模型可能支持多种 precision 格式,或使...
Format kINT32 kFLOAT kHALF kINT8 kBOOL kUINT8 kINT64 BF16 FP8 FP4/INT4 kLINEAR Only for GPU Yes Yes Yes Yes Yes Yes Yes Yes Yes kCHW2 No No Only for GPU No No No No Yes No No kCHW4 No No Yes Yes No No No Yes No No kHWC8 No No Only for GPU No No No No Only for...
(2-bit exponent, 1-bit mantissa) ▶ E2M3 (2-bit exponent, 3-bit mantissa) ▶ E3M2 (3-bit exponent, 2-bit mantissa) ▶ E8M0 (8-bit exponent, 0-bit mantissa) For detailed information about FP4, FP6, and FP8 types, including conversion operators and intrinsics, refer to the ...