Tag: High-Performance AI

Distributed Scheduling for AI Workloads: An Architectural Analysis of Ray and Hugging Face TGI

Posted on by uplatzblog

Executive Summary This report provides a comprehensive architectural analysis of two leading frameworks in the artificial intelligence (AI) ecosystem: Ray and Hugging Face Text Generation Inference (TGI). The central inquiry Read More …

An Expert-Level Monograph on NVIDIA TensorRT: Architecture, Ecosystem, and Performance Optimization

Posted on by uplatzblog

Section I. Core Architecture and Principles of TensorRT Defining TensorRT: From Trained Model to Optimized Engine NVIDIA TensorRT is a Software Development Kit (SDK) purpose-built for high-performance machine learning inference.1 Read More …