Seven lengthy months after the next-generation “Volta” graphics structure debuted in the Tesla V100 for information facilities, the Nvidia Titan V lastly brings the bleeding-edge tech to PCs in conventional graphics card type. However make no mistake: This golden-clad monster targets information scientists, with a tensor core-laden configuration designed to optimize deep studying duties. You received’t need to purchase this $3,000 GPU to play Destiny 2.

However that doesn’t imply we humble PC avid gamers can’t glean data from Volta’s present AI-centric incarnations.  Listed below are 5 key issues it is advisable to know concerning the Titan V and Nvidia’s Volta GPU.

Editor’s notice: This text was initially revealed on Could 11, 2017 however was up to date on December eight to incorporate data from the Titan V.

1. It’s not for you, but

Nvidia

When you’re searching for sizzling particulars about the way forward for GeForce graphics playing cards, properly, maintain ready. Just like the Pascal GPU structure earlier than it, Volta’s grand reveal comes within the type of a monstrous Tesla V100 GPU constructed for information facilities, and the PC-ready Titan V sticks to the identical GPU configuration with a barely decreased reminiscence system. CEO Jen-Hsun Huang targeted on the ’s AI chops and introduced a brand new $149,000 DGX-1 deep learning system with eight of the Volta processors inside in the course of the V100’s launch.

Massive spenders get first crack at Volta, whereas the GTX 10-series client graphics playing cards are nonetheless flying off the cabinets because of cryptocurrency miners. That mentioned, the small print Nvidia launched about Volta trace at what we’d anticipate from the inevitable next-gen GeForce playing cards.

2. Volta beats the pants off Pascal

The Titan V and Tesla V100 rock 21 billion transistors and 5,120 CUDA cores operating at 1,455MHz. That downright dwarfs Pascal’s flagship information middle GPU, the Tesla P100, which packs 15 billion transistors and three,840 CUDA cores operating at a barely sooner 1,480MHz most clock pace.

nvidia volta tesla Nvidia

The Tesla V100’s Volta GPU.

It’s unattainable to know what GeForce graphics playing cards primarily based on Volta will appear like, however the Titan Xp wound up with a full-blown implementation of the Tesla P100’s Pascal GPU, and it’s the fastest gaming GPU in the world. Heck, the GeForce GTX 1080 Ti sports activities a barely nerfed model with three,584 CUDA cores, and it may possibly nonetheless game at 4K resolution with out breaking a sweat.

Nvidia says the Tesla V100 provides 1.5 occasions the teraflops efficiency of its Pascal predecessor. For one more level of reference, the Titan V packs 4 occasions as many CUDA cores because the GeForce GTX 1060, twice as many because the beastly GTX 1080, and 320 texture items in comparison with the GTX 1080 Ti’s 224.

three. Chopping-edge tech showcase

Nvidia spared no expense in making ready Volta’s flagship. The GV100 GPU contained in the Titan V and Tesla V100 use TSMC’s new 12nm “FFN” manufacturing course of know-how, an improve over the 16nm tech that GTX 10-series GPUs depend on. Smaller transistors imply higher efficiency and energy effectivity.

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