This is the Windows app named Triton Inference Server whose latest release can be downloaded as Release2.38.0correspondingtoNGCcontainer23.09.zip. It can be run online in the free hosting provider OnWorks for workstations.
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Triton Inference Server
DESCRIPTION
Triton Inference Server is an open-source inference serving software that streamlines AI inferencing. Triton enables teams to deploy any AI model from multiple deep learning and machine learning frameworks, including TensorRT, TensorFlow, PyTorch, ONNX, OpenVINO, Python, RAPIDS FIL, and more. Triton supports inference across cloud, data center, edge, and embedded devices on NVIDIA GPUs, x86 and ARM CPU, or AWS Inferentia. Triton delivers optimized performance for many query types, including real-time, batched, ensembles, and audio/video streaming. Provides Backend API that allows adding custom backends and pre/post-processing operations. Model pipelines using Ensembling or Business Logic Scripting (BLS). HTTP/REST and GRPC inference protocols based on the community-developed KServe protocol. A C API and Java API allow Triton to link directly into your application for edge and other in-process use cases.
Features
- Supports multiple deep learning frameworks
- Supports multiple machine learning frameworks
- Concurrent model execution
- Dynamic batching
- Sequence batching and implicit state management for stateful models
- Provides Backend API that allows adding custom backends and pre/post processing operations
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/triton-inference-server.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
