Comparative Study of Deep Learning Software Frameworks
The study is performed on several types of deep learning architectures and we evaluate the performance of the above frameworks when employed on a single machine for both (multi-threaded) CPU and GPU (Nvidia Titan X) settings
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- TensorFlow
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- 2026-10-10
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TensorForce github.com
An open-source deep reinforcement learning framework, with an emphasis on modularized flexible library design and straightforward usability for applications in research and practice.
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Core Concepts of Deep Learning devblogs.nvidia.com
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Caffe github.com
A fast open framework for deep learning.
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MNN github.com
A blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba.
TensorFlow › Papers: “The study is performed on several types of deep learning architectures and we evaluate the performance of the above frameworks when employed on a single machine for both (multi-threaded) CPU and GPU (Nvidia Titan X) settings”