Apache SINGA辅导课程

有指导的现场Apache SINGA培训课程通过交互式讨论和实践Apache SINGA的基础知识和高级主题演示。 Apache SINGA培训可作为“现场实况培训”或“远程实时培训”。现场实地培训可在当地客户所在地进行中国或者在考而思教育公司的培训中心中国 。远程实时培训通过交互式远程桌面进行。

ApacheSINGA课程大纲

Mastering Apache SINGA

21小时 SINGA is a general distributed deep learning platform for training big deep learning models over large datasets. It is designed with an intuitive programming model based on the layer abstraction. A variety of popular deep learning models are supported, namely feed-forward models including convolutional neural networks (CNN), energy models like restricted Boltzmann machine (RBM), and recurrent neural networks (RNN). Many built-in layers are provided for users. SINGA architecture is sufficiently flexible to run synchronous, asynchronous and hybrid training frameworks. SINGA also supports different neural net partitioning schemes to parallelize the training of large models, namely partitioning on batch dimension, feature dimension or hybrid partitioning.AudienceThis course is directed at researchers, engineers and developers seeking to utilize Apache SINGA as a deep learning framework.After completing this course, delegates will:- understand SINGA’s structure and deployment mechanisms- be able to carry out installation / production environment / architecture tasks and configuration- be able to assess code quality, perform debugging, monitoring- be able to implement advanced production like training models, embedding terms, building graphs and logging