![]() RAPIDS Forest Inference Library (FIL) backend to run inference on tree-based models such as Gradient Boosted Decision Trees, Random Forests.Model Analyzer to determine optimal model execution parameters such as precision, batch size, number of concurrent model instances, and client requests for given latency, throughput, and memory constraints.NVIDIA Triton is an open-source inference-serving software that brings fast and scalable AI to production. Today, NVIDIA announced NVIDIA Triton Inference Server 2.15. Deploy AI Models at Scale using the Triton Inference Server and ONNX Runtime and Maximize Performance with TensorRT.Īnnouncing NVIDIA Triton Inference Server 2.15.Accelerate Deep Learning Inference in Production with TensorRT.Accelerate PyTorch Inference with TensorRT.The latest version of samples, parsers, and notebooks are always available in the TensorRT open source repo. Torch-TensorRT and TensorRT 8.2, both will be available in late November from the NGC catalog, and TensorRT page respectively. Simple Python API for developers using Windows.ĭownload the TensorFlow-TensorRT integration.Integration of TensorRT with PyTorch and TensorFlow achieving 3x performance with just one line of code in frameworks. ![]() Optimizations for T5 and GPT-2 deliver real-time translation and summarization with 21x faster performance vs CPUs.With new optimizations, inference applications can now run billion parameter language models in real-time and run inference in TensorFlow and PyTorch 3x faster with just one line of code. Today, NVIDIA announced for production deployment TensorRT 8.2, the latest version of its high-performance deep learning inference optimizer and runtime engine. Try Riva today from the NGC catalog and sign up for the NVIDIA Riva Enterprise interest list.Īnnouncing TensorRT 8.2 and New PyTorch and TensorFlow Integrations Run in any cloud, on-premise, and at the edge.Scale to hundreds and thousands of real-time streams.Implement world-class Speech Recognition with support for five other languages.Create a new neural voice with 30 mins of audio data in a day on A100.Customers and partners with smaller workloads can continue to use Riva free of charge. NVIDIA also announced Riva Enterprise, a paid program that includes NVIDIA expert support for enterprises that want to deploy Riva at large scale. With Riva Custom Voice, enterprises can create a unique voice to represent their brand easily. Today, NVIDIA unveiled a new version of NVIDIA Riva with a Custom Voice feature. Announcing Riva Custom Voice and NVIDIA Riva Enterprise Watch the keynote from CEO, Jensen Huang, to learn about the latest NVIDIA breakthroughs. At NVIDIA GTC this November, new software tools were announced that help developers build real-time speech applications, optimize inference for a variety of use-cases, optimize open-source interoperability for recommender systems, and more.
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