dnngraph by ajtulloch
dnngraph A DSL for deep neural networks, supporting Caffe and Torch View on GitHub Download .zip Download .tar.gz DNNGraph - A deep neural network model generation DSL in Haskell It consists of several parts: A DSL for specifying the model. This uses the lens library for elegant, composable constructions, and the fgl graph library for specifying the network layout. A set of optimization passes tha
Fast Convolutional Nets With fbfft: A GPU Performance Evaluation
We examine the performance profile of Convolutional Neural Network training on the current generation of NVIDIA Graphics Processing Units. We introduce two new Fast Fourier Transform convolution implementations: one based on NVIDIA's cuFFT library, and another based on a Facebook authored FFT implementation, fbfft, that provides significant speedups over cuFFT (over 1.5x) for whole CNNs. Both of t
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