Synkhronos: a Multi-GPU Theano Extension for Data Parallelism

11 Oct 2017 Adam Stooke Pieter Abbeel

We present Synkhronos, an extension to Theano for multi-GPU computations leveraging data parallelism. Our framework provides automated execution and synchronization across devices, allowing users to continue to write serial programs without risk of race conditions... (read more)

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