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Deep Learning & NVIDIA® Tesla™
NVIDIA® Tesla™ GPUs
Deep Learning Servers
The Exponential Growth of Computing
Accelerating scientific discovery, visualizing big data for insights, and providing smart services to consumers are everyday challenges for researchers and engineers. Solving these challenges takes increasingly complex and precise simulations, the processing of tremendous amounts of data, or training sophisticated deep learning networks. These workloads also require accelerating data centers to meet the growing demand for exponential computing.
NVIDIA® Tesla™ is the world’s leading platform for accelerated data centers, deployed by some of the world’s largest supercomputing centers and enterprises. It combines GPU accelerators, accelerated computing systems, interconnect technologies, development tools, and applications to enable faster scientific discoveries and big data insights.
At the heart of the NVIDIA® Tesla™ platform are the massively parallel GPU accelerators that provide dramatically higher throughput for compute‑intensive workloads—without increasing the power budget and physical footprint of data centers.
NVIDIA® Tesla P100 Data Center GPU
The World's Most Powerful Data Center GPU
HPC and hyperscale data centers need to support the ever-growing demands of data scientists and researchers while staying within a tight budget. The old approach of deploying lots of commodity compute nodes requires vast interconnect overhead that substantially increases costs without proportionally increasing data center performance.
The NVIDIA Tesla P100 accelerator is the world’s most powerful data center GPU ever built, designed to boost throughput and save money for HPC and hyperscale data centers. Powered by the brand new NVIDIA Pascal™ architecture, Tesla P100 enables a single node to replace up to half-rack of commodity CPU nodes by delivering lightning-fast performance in a broad range of HPC applications.
Deep Learning Servers
The NVIDIA® Tesla® P100 is purpose-built as the most advanced data center accelerator ever. It taps into an innovative new GPU architecture to deliver the world's fastest compute node with higher performance than hundreds of slower commodity compute nodes. Lightning-fast nodes powered by Tesla P100 accelerate time-to-solution for the world's most important challenges that have infinite compute needs in HPC and deep learning.
NVIDIA® TESLA® P100 ACCELERATOR SPECIFICATION
The NVIDIA® Tesla® P40 is purpose-built to deliver maximum throughput for deep learning deployment. With 47 TOPS (Tera-Operations Per Second) of inference performance and INT8 operations per GPU, a single server with 8 Tesla P40s delivers the performance of over 140 CPU servers. As models increase in accuracy and complexity, CPUs are no longer capable of delivering interactive user experience. The Tesla P40 delivers over 30X lower latency than a CPU for real-time responsiveness in even the most complex models.
NVIDIA® TESLA® P40 ACCELERATOR SPECIFICATION
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