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08/19/2020
Compiling ONNX Neural Network Models Using MLIR
Deep neural network models are becoming increasingly popular and have be...
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07/11/2019
Profiling based Out-of-core Hybrid Method for Large Neural Networks
GPUs are widely used to accelerate deep learning with NNs (NNs). On the ...
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12/19/2018
Fast and Accurate 3D Medical Image Segmentation with Data-swapping Method
Deep neural network models used for medical image segmentation are large...
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07/05/2018
TFLMS: Large Model Support in TensorFlow by Graph Rewriting
While accelerators such as GPUs have limited memory, deep neural network...
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04/26/2018