Keras: An Easy Way to Build Deep Learning Model
- 2017-04-25 (Tue.), 14:00 PM
- 中研院-統計所 2F 交誼廳
- 茶 會:下午1:40統計所二樓交誼廳
- 杜承翰 博士後研究員
- 台灣大學 數學研究所
Abstract
Fast prototyping and modification of a neural network are essential to competitive deep learning design and model deployment. Among many deep learning frameworks, Keras is a user-friendly tool for model design and modification. ? Based on python script and Theano/TensorFlow as backends, Keras also seamlessly support GPU acceleration. In this lecture, we will provide several examples to visualize deep learning model improvement. ? Keras scripts from choosing optimizer to overfitting prevention are introduced. Finally, a basic convolution neural network with GPU acceleration will be demonstrated.
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