The Microsoft Cognitive Toolkit (CNTK) is an open-source framework designed for distributed deep learning. It represents neural networks as directed graphs, enabling the creation and combination of various model types like feed-forward DNNs, CNNs, and RNNs/LSTMs.
CNTK supports stochastic gradient descent learning with automatic differentiation and parallelization across multiple GPUs and servers, making it suitable for commercial-grade deep learning applications.
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