Dynamic Optimization

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。

Sad Piano features 13 captivating pieces for solo piano by dynamic Australian composer Matthew Hindson. Each piece sits within the ever popular listening trend of sad piano music on streaming platforms and whilst sad and melancholic in mood, has the paradoxical effect of making the player feel comforted and uplifted. Suitable for intermediate to advanced level pianists. I started this collection during the Covid-19 lockdown, when I felt an intense need to write music that was personal and overtly emotional. Each Sad Piano piece explores a different emotion or frame of mind: from inner fury to love and sentimentality to the resilience many of us needed to get through lockdown." Matthew Hindson"

The seven chorale fantasias by Max Reger are among the most important of organ repertoire -- masterpieces blending chorale melody and programmatic music based on the text of the chorales. Published on the occasion of the composer's 150th birthday, this fundamentally revised Urtext edition, in two volumes, is edited by the internationally renowned organist and Leipzig professor of organ Martin Schmeding. As one of the most influential Reger interpreters, Schmeding not only includes the latest research, but also addresses the need for a contemporary interpretation of the chorale fantasias on modern organs. The edition includes all the original dynamic and agogic indications (including continuation lines to cresc., etc., which are missing in many modern editions), as well as all the original registration and manual indications. Martin Schmeding's new edition provides for the first time an original musical text that combines the requirements of a modern Urtext edition with the demands of a

The seven chorale fantasias by Max Reger are among the most important of organ repertoire -- masterpieces blending chorale melody and programmatic music based on the text of the chorales. Published on the occasion of the composer's 150th birthday, this fundamentally revised Urtext edition, in two volumes, is edited by the internationally renowned organist and Leipzig professor of organ Martin Schmeding. As one of the most influential Reger interpreters, Schmeding not only includes the latest research, but also addresses the need for a contemporary interpretation of the chorale fantasias on modern organs. The edition includes all the original dynamic and agogic indications (including continuation lines to cresc., etc., which are missing in many modern editions), as well as all the original registration and manual indications. Martin Schmeding's new edition provides for the first time an original musical text that combines the requirements of a modern Urtext edition with the demands of a