Multiobjective Optimization Methodology

本書旨在幫助開發者應對AI推理計算性能優化這一重要挑戰。隨著深度學習模型的規模和複雜性日益增長，如何提升推理效率已成為開發者關注的核心問題。本書詳細介紹了OpenVINOTM(Open Visual Inference and Neural Network Optimization)這款由英特爾推出的，專為深度學習模型的優化、加速推理和跨平臺部署設計的開源工具套件。通過簡單易用的功能，開發者可以快速上手，實現AI應用的高效落地。本書涵蓋了從OpenVINO的基礎入門到高級優化的完整內容，包括設備插件、量化技術、大語言模型和生成式AI的優化與部署等，幫助開發者靈活應對不同應用場景的需求。此外，書中還介紹了端到端AI推理計算性能提升的實戰案例，以及與PyTorch、ONNX Runtime等工具的集成，確保開發者在熟悉的環境中提升開發效率。書中代碼獲取方式見前言。本書不僅適合AI領域的初學者，也為有經驗的開發者提供了深入的技術指南。通過OpenVINO，開發者可以輕鬆提升AI推理計算性能，加速AI應用項目的成功落地。

Black Screens, White Frames offers a new understanding of blank screens in cinema. Drawing on Gilles Deleuze's film-philosophy, author Tanya Shilina-Conte provides a detailed examination of non-images from early cinema to post-cinema. In other arts, absence has often been understood in terms of negative characteristics such as lacuna or lack, vacuum or void. Guided by a film-philosophical methodology and experimental modes of cinema rather than a thematic interpretation of its narrative forms, Shilina-Conte advances the concept of the filmmaking machine. She posits the filmmaking machine as an abstract art machine in constant production, which shifts our understanding of absence in cinema from negative to generative theorization. In the course of machinic production, dissociation ceases to be a negative characteristic of failure or incapacity and becomes a creative and capacious gesture of artistic experimentation. Further, she argues that blank screens function as points of deterritor