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Tesla V100

Every industry wants intelligence. Within their ever-growing lakes of data lie insights that can provide the opportunity to revolutionize entire industries: personalized cancer therapy, predicting the next big hurricane, and virtual personal assistants conversing naturally. These opportunities can become a reality when data scientists are given the tools they need to realize their life’s work.

NVIDIA® Tesla® V100 is the world’s most advanced data center GPU ever built to accelerate AI, HPC, and graphics. Powered by NVIDIA Volta™, the latest GPU architecture, Tesla V100 offers the performance of 100 CPUs in a single GPU—enabling data scientists, researchers, and engineers to tackle challenges that were once impossible.

 

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.


 

GROUNDBREAKING INNOVATIONS



 

 

GPU Architecture NVIDIA Volta
NVIDIA Tensor Cores 640
NVIDIA CUDA ® Cores 5120
Double-Precision Performance 7 TFLOPS
Single-Precision Performance 14 TFLOPS
Tensor Performance 112 TFLOPS
Memory Size 32GB/16GB HBM2
Memory Bandwidth 900 GB/sec
Memory Interface 4096-bit
System Interface PCIe Gen3
Form Factor PCIe Full Height/Length
Thermal Solution Passive
Max Power Consumption 250 W
Compute APIs CUDA, DirectCompute, OpenCL ™ , OpenACC