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In this paper we present DeepLearningKit - an open source framework thatsupports using pretrained deep learning models (convolutional neural networks)for iOS, OS X and tvOS. DeepLearningKit is developed in Metal in order toutilize the GPU efficiently and Swift for integration with applications, e.g.iOS-based mobile apps on iPhone/iPad, tvOS-based apps for the big screen, or OSX desktop applications. The goal is to support using deep learning modelstrained with popular frameworks such as Caffe, Torch, TensorFlow, Theano,Pylearn, Deeplearning4J and Mocha. Given the massive GPU resources and timerequired to train Deep Learning models we suggest an App Store like model todistribute and download pretrained and reusable Deep Learning models.

DeepLearningKit - an GPU Optimized Deep Learning Framework for Apple's iOS, OS X and tvOS developed in Metal and Swift