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      1. Deep Learning Inference Platform

        Inference Software and Accelerators for Cloud, Data Center, Edge, and Autonomous Machines

        亚洲一区

        NVIDIA wins AI inference benchmark, extending AI leadership

        Faster AI. Lower Cost.

        There's an increasing demand for sophisticated AI-enabled services like image and speech recognition, natural language processing, visual search, and personalized recommendations. At the same time, datasets are growing, networks are getting more complex, and latency requirements are tightening to meet user expectations.

        NVIDIA’s inference platform delivers the performance, efficiency, and responsiveness critical to powering the next generation of AI products and services—in the cloud, in the data center, at the network’s edge, and in autonomous machines.

        Download Technical Inference Overview
        Simplify Deployment with the NVIDIA Triton Inference Server

        UNLEASH THE FULL POTENTIAL OF NVIDIA GPUs WITH NVIDIA TensorRT

        NVIDIA? TensorRT? is a high-performance inference platform that is key to unlocking the power of NVIDIA Tensor Core GPUs. It delivers up to 40X higher throughput while minimizing latency compared to CPU-only platforms. Using TensorRT, you can start from any framework and rapidly optimize, validate, and deploy trained neural networks in production.

        Simplify Deployment with the NVIDIA Triton Inference Server

        The NVIDIA Triton Inference Server, formerly known as TensorRT Inference Server, is an open-source software that simplifies the deployment of deep learning models in production. The Triton Inference Server lets teams deploy trained AI models from any framework (TensorFlow, PyTorch, TensorRT Plan, Caffe, MXNet, or custom) from local storage, the Google Cloud Platform, or AWS S3 on any GPU- or CPU-based infrastructure. It runs multiple models concurrently on a single GPU to maximize utilization and integrates with Kubernetes for orchestration, metrics, and auto-scaling.

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        MAXIMIZE GPU UTILIZATION FOR DATA CENTER INFERENCE

        Easily incorporate state-of-the-art AI in your solutions with NVIDIA Inference Server, a microservice for inference that maximizes GPU acceleration and hosts all popular AI model types. Deploy inference faster with this production-ready inference server that leverages the lightning-fast performance of NVIDIA Tensor Core GPUs and integrates seamlessly into DevOps deployment models, scaling on demand with autoscalers such as Kubernetes for NVIDIA GPUs.

        See Cost Savings on a Massive Scale

        To keep servers at maximum productivity, data center managers must make tradeoffs between performance and efficiency. A single NVIDIA T4 server can replace multiple commodity CPU servers for deep learning inference applications and services, reducing energy requirements and delivering both acquisition and operational cost savings.

        Inference Solutions

        Learn how to achieve faster AI

        Deep dive into the NVIDIA deep learning inference webinar series