Tensor Conversion Techniques with Hummingbird The Complete Guide for Developers and Engineers【電子書籍】[ William Smith ]

＜p＞"Tensor Conversion Techniques with Hummingbird"＜/p＞ ＜p＞"Tensor Conversion Techniques with Hummingbird" is a definitive guide for data scientists, machine learning engineers, and systems architects who seek a deep understanding of translating classical machine learning models into highly optimized tensor computations. Beginning with the mathematical foundations of tensors and their critical role in modern machine learning, the book meticulously explores internal data layouts, storage patterns, numerical precision strategies, and the interoperability of mainstream tensor libraries such as NumPy, PyTorch, ONNX, and TVM. Readers are equipped with the knowledge to appreciate both the potential and the common pitfalls inherent in real-world tensor representations.＜/p＞ ＜p＞At the heart of the text lies a comprehensive walkthrough of the Hummingbird architectureーan open-source library focused on automating the conversion of traditional ML models, including those from scikit-learn, LightGBM, ．．．楽天市場のショップで商品詳細の続きを見る