NVIDIA announced today two next generation cards based on its Volta graphics architecture and GV100 GPU. The new Tesla V100 accelerators will come in two differentPCIe form factors, a 150W single-slot full height, half length design and a standard 300W dual-slot design. Both designs will house NVIDIA's next generation GV100 GPU featuring 5120 Volta CUDA cores with 16GB of HBM2.
NVIDIA Telsa V100 Accelerator - 150W Single-Slot and 300W Dual-Slot PCIe Cards
The GV100 Volta GPU that sits at the heart of each of these upcoming Tesla accelerators is a massive 815mm² chip with over 21 billion transistors built on TSMC's new 12nm FinFET manufacturing process. At 1455MHzthe Tesla V100 delivers 15 TFLOPS of single precision compute and 7.5 TFLOPS of double precision compute at 300W. It's worthy of note that just like the P100, the V100 does not feature a fully unlocked GPU. The GV100 GPU houses 5376 CUDA cores but only 5120 are functional in the Tesla V100.
NVIDIA Tesla V100 300W PCIe Accelerator
| Tesla Product | Tesla K40 | Tesla M40 | Tesla P100 | Tesla V100 |
|---|---|---|---|---|
| GPU | GK110 (Kepler) | GM200 (Maxwell) | GP100 (Pascal) | GV100 (Volta) |
| SMs | 15 | 24 | 56 | 80 |
| TPCs | 15 | 24 | 28 | 40 |
| FP32 Cores / SM | 192 | 128 | 64 | 64 |
| FP32 Cores / GPU | 2880 | 3072 | 3584 | 5120 |
| FP64 Cores / SM | 64 | 4 | 32 | 32 |
| FP64 Cores / GPU | 960 | 96 | 1792 | 2560 |
| Tensor Cores / SM | NA | NA | NA | 8 |
| Tensor Cores / GPU | NA | NA | NA | 640 |
| GPU Boost Clock | 810/875 MHz | 1114 MHz | 1480 MHz | 1455 MHz |
| Peak FP32 TFLOP/s* | 5.04 | 6.8 | 10.6 | 15 |
| Peak FP64 TFLOP/s* | 1.68 | 2.1 | 5.3 | 7.5 |
| Peak Tensor Core TFLOP/s* | NA | NA | NA | 120 |
| Texture Units | 240 | 192 | 224 | 320 |
| Memory Interface | 384-bit GDDR5 | 384-bit GDDR5 | 4096-bit HBM2 | 4096-bit HBM2 |
| Memory Size | Up to 12 GB | Up to 24 GB | 16 GB | 16 GB |
| L2 Cache Size | 1536 KB | 3072 KB | 4096 KB | 6144 KB |
| Shared Memory Size / SM | 16 KB/32 KB/48 KB | 96 KB | 64 KB | Configurable up to 96 KB |
| Register File Size / SM | 256 KB | 256 KB | 256 KB | 256KB |
| Register File Size / GPU | 3840 KB | 6144 KB | 14336 KB | 20480 KB |
| TDP | 235 Watts | 250 Watts | 300 Watts | 300 Watts |
| Transistors | 7.1 billion | 8 billion | 15.3 billion | 21.1 billion |
| GPU Die Size | 551 mm² | 601 mm² | 610 mm² | 815 mm² |
| Manufacturing Process | 28 nm | 28 nm | 16 nm FinFET+ | 12 nm FFN |
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