深度学习芯片设计

This course aims tocultivate students’ interest and ability in machine learning chip design andmicroprocessor chip design based on Huawei’s artificial intelligence softwareand hardware platform. This course is divided into four parts: 1.Learningmachine learning algorithm theory. 2. Training machine learning models onsoftware platform (such as classification and clustering models). 3. Learningcomputer architecture theory. 4. Implementing the above-mentioned machinelearning model in hardware using Huawei's artificial intelligence developmentkit. Through this course, students will master the basic principles of machinelearning and neural networks, learn and cultivate the ability to analyse andsolve machine learning problems, and implement algorithms in hardware, whichwill lay the professional foundation for future research and development ofartificial intelligence chip design.