NVIDIA Tesla T4 - THE EXPLOSION OF AI by Inferencing

Tesla T4 - THE EXPLOSION OF AI by Inferencing

Demand for personalized services has led to a dramatic increase in the complexity, number, and variety of AI-powered applications and products. Applications use AI inference to recognize images, understand speech, or make recommendations. To be useful, AI inference has to be fast, accurate, and easy to deploy.

UNDERSTANDING INFERENCE PERFORMANCE

With inference, speed is just the beginning of performance. To get a complete picture about inference performance, there are seven factors to consider, ranging from programmability to rate of learning.


Tesla T4

The NVIDIA TensorRT Hyperscale Inference Platform delivers on all fronts. It delivers the best inference performance at scale with the versatility to handle the growing diversity of today's networks.



NVIDIA T4 POWERED BY TURING TENSOR CORES


Efficient, high-throughput inference depends on a world-class platform.The NVIDIA® Tesla® T4 GPU is the world’s most advanced accelerator for all AI inference workloads. Powered by NVIDIA Turing™ Tensor Cores, T4 provides revolutionary multi-precision inference performance to accelerate the diverse applications of modern AI.


Tesla T4 inference


NVIDIA DATA CENTER COMPUTE SOFTWARE

NVIDIA Tensor RT

NVIDIA TensorRT is a high-performance deep learning inference platform that can speed up applications such as recommenders, speech recognition, and machine translation by 40X compared to CPU-only architectures.

NVIDIA Tensor RT Inference Server

NVIDIA TensorRT Inference Server is a microservice that simplifies deploying AI inference in data center production. TensorRT Inference Server supports popular AI models and leverages Docker and Kubernetes to integrate seamlessly into DevOps architectures. It is available as a ready-to-deploy container from the NGC container registry and as an open source project.

Kubernetes on NVIDIA GPUs

Kubernetes on NVIDIA GPUs enables enterprises to scale up training and inference deployment to multi-cloud GPU clusters seamlessly. With Kubernetes,GPU-accelerated deep learning and high performance computing (HPC) applications can be deployed to multi-cloud GPU clusters instantly.

DeepStream SDK

NVIDIA DeepStream is an application framework for the most complex Intelligent Video Analytics (IVA) applications. Developers can now focus on building core deep learning networks rather than designing end-to-end applications from scratch given its modular framework and hardware-accelerated building blocks.

Tensor RT

THE POWER OF NVIDIA TensorRT

NVIDIA TensorRT™ is a high-performance inference platform that includes an optimizer,runtime engines, and inference server to deploy applications in production. TensorRT speeds apps up to 40X over CPU-only systems for video streaming, recommendation, and natural language processing.

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