[PDF][PDF] Chainer: a next-generation open source framework for deep learning
Proceedings of workshop on machine learning systems (LearningSys) in …, 2015•learningsys.org
Software frameworks for neural networks play key roles in the development and application
of deep learning methods. However, as new types of deep learning models are developed,
existing frameworks designed for convolutional neural networks are becoming less useful. In
this paper, we introduce Chainer, a Pythonbased, standalone open source framework for
deep learning models. Chainer provides a flexible, intuitive, and high performance means of
implementing a full range of deep learning models, including state-of-the-art models such as …
of deep learning methods. However, as new types of deep learning models are developed,
existing frameworks designed for convolutional neural networks are becoming less useful. In
this paper, we introduce Chainer, a Pythonbased, standalone open source framework for
deep learning models. Chainer provides a flexible, intuitive, and high performance means of
implementing a full range of deep learning models, including state-of-the-art models such as …
Abstract
Software frameworks for neural networks play key roles in the development and application of deep learning methods. However, as new types of deep learning models are developed, existing frameworks designed for convolutional neural networks are becoming less useful. In this paper, we introduce Chainer, a Pythonbased, standalone open source framework for deep learning models. Chainer provides a flexible, intuitive, and high performance means of implementing a full range of deep learning models, including state-of-the-art models such as recurrent neural networks and variational autoencoders.
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