The First Tensor Core GPU
Welcome to the Era of AI.
Finding the insights hidden in oceans of data can transform entire industries, from personalized cancer therapy to helping virtual personal assistants converse naturally and predicting the next big hurricane.
NVIDIA® Tesla® V100 Tensor Coreis the most advanced data center GPU ever built to accelerate AI, high performance computing (HPC), data science and graphics. It’s powered by NVIDIA Volta architecture, comes in 16 and 32GB configurations, and offers the performanceof up to 100 CPUs in a single GPU. Data scientists, researchers, and engineers can now spend less time optimizing memory usage and more time designing the next AI breakthrough.
Run AI and HPC workloads in a virtual environment for better security and manageability using NVIDIA Virtual Compute Server (vCS) software
AI Training
From recognizing speech to training virtual personal assistants and teaching autonomous cars to drive, data scientists are taking on increasingly complex challenges with AI. Solving these kinds of problems requires training deep learning models that are exponentially growing in complexity, in a practical amount of time.
With 640 Tensor Cores, Tesla V100 is the world’s first GPU to break the 100 teraFLOPS (TFLOPS) barrier of deep learning performance. The next generation of NVIDIA NVLink™ connects multiple V100 GPUs at up to 300 GB/s to create the world’s most powerful computing servers. AI models that would consume weeks of computing resources on previous systems can now be trained in a few days. With this dramatic reduction in training time, a whole new world of problems will now be solvable with AI.
AI Inference
To connect us with the most relevant information, services, and products, hyperscale companies have started to tap into AI. However, keeping up with user demand is a daunting challenge. For example, the world’s largest hyperscale company recently estimated that they would need to double their data center capacity if every user spent just three minutes a day using their speech recognition service.
Tesla V100 is engineered to provide maximum performance in existing hyperscale server racks. With AI at its core, Tesla V100 GPU delivers 30X higher inference performance than a CPU server. This giant leap in throughput and efficiency will make the scale-out of AI services practical.
High Performance Computing (HPC)
HPC is a fundamental pillar of modern science. From predicting weather to discovering drugs to finding new energy sources, researchers use large computing systems to simulate and predict our world. AI extends traditional HPC by allowing researchers to analyze large volumes of data for rapid insights where simulation alone cannot fully predict the real world.
Tesla V100 is engineered for the convergence of AI and HPC. It offers a platform for HPC systems to excel at both computational science for scientific simulation and data science for finding insights in data. By pairing NVIDIA CUDA®cores and Tensor Cores within a unified architecture, a single server with Tesla V100 GPUs can replace hundreds of commodity CPU-only servers for both traditional HPC and AI workloads. Every researcher and engineer can now afford an AI supercomputer to tackle their most challenging work.
DATA CENTER GPUs
NVIDIA TESLA V100 FOR NVLINK
Ultimate performance for deep learning.
NVIDIA TESLA V100 FOR PCle
Highest versatility for all workloads.
NVIDIA Tesla V100 Specifications
Tesla V100 for NVLink
Tesla V100 for PCIe
Tesla V100S for PCIe
PERFORMANCE
with NVIDIA GPU Boost™
Double-Precision
7.8 teraFLOPS
Single-Precision
15.7 teraFLOPS
Deep Learning
125 teraFLOPS
Double-Precision
7 teraFLOPS
Single-Precision
14 teraFLOPS
Deep Learning
112 teraFLOPS
Double-Precision
8.2 teraFLOPS
Single-Precision
16.4 teraFLOPS
Deep Learning
130 teraFLOPS
INTERCONNECT BANDWIDTH
Bi-Directional
NVLink
300 GB/s
PCIe
32 GB/s
PCIe
32 GB/s
MEMORY
CoWoS Stacked HBM2
CAPACITY
32/16 GB HBM2
BANDWIDTH
900 GB/s
CAPACITY
32 GB HBM2
BANDWIDTH
1134 GB/s
POWER
Max Consumption
300 WATTS
250 WATTS
Take a Free Test Drive
The World's Fastest GPU Accelerators for HPC and Deep Learning.
WHERE TO BUY
Find an NVIDIA Accelerated Computing Partner through our NVIDIA Partner Network (NPN).
