🚀 Triton Inference Server: Scalable AI Model Deployment
Автор: AI, Career Growth and Life Hacks
Загружено: 2025-10-04
Просмотров: 67
The video provides a comprehensive overview of the Triton Inference Server, an NVIDIA framework designed to address the challenges of deploying machine learning models into production environments. It explains that efficient model deployment requires solutions for scalability, high performance, resource utilization, and managing diverse model frameworks like TensorFlow and PyTorch. The text highlights Triton's key features, including multi-framework support, dynamic batching, and concurrent model execution, which make it a robust solution for AI infrastructure. Finally, the source offers a practical, step-by-step guide to setting up, configuring, and deploying a sample ResNet50 model using Docker and the Triton server, complete with instructions for performance measurement.
Доступные форматы для скачивания:
Скачать видео mp4
-
Информация по загрузке:
