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Apache SINGA · Distributed deep learning system
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Distributed deep learning system
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Apache SINGA · Distributed deep learning system 4.1.0 Docs Community News API GitHub A Distributed Deep Learning Library Get Started Apache SINGA is an Apache Top Level Project , focusing on distributed training of deep learning and machine learning models Features Easy installation Easy installation using Conda , Pip , Docker and from Source Database integration Models are trained with SINGA and can be queried in the RDBMS Model zoo Various example deep learning models are provided in SINGA repo on Github and on Google Colab Distributed training SINGA supports data parallel training across multiple GPUs (on a single node or across different nodes) Automatic gradient calculation SINGA records the computation graph and applies the backward propagation automatically after forward propagation Memory optimization The optimization of memory are implemented in the Device class Parameter optimization SINGA supports various popular o...
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