Abstract: Deep neural network (DNN) has been widely adopted in various applications. Ranging from image classification to text generation, Transformer-based models have demonstrated unprecedented ...
Abstract: With increasing sizes of DNN (Deep Neural Network) models making them exceed the memory of a single device (GPU), model parallelism-based training has become paramount, splitting a model ...
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