Hashing

Learning Super Neural Networks: CPU Outperforms V100 GPU with Hashing

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Learning Super Neural Networks: CPU Outperforms V100 GPU with Hashing

Machine Heart Reports Machine Heart Editorial Team Training a fully connected network with 100 million parameters, a 44-core CPU makes the V100 bow down, and it turns out to be due to—hashing? Accelerating training and inference of deep learning models has recently been a focus in the research field.Although the common view is that GPUs … Read more

Neural Network Model Compression Techniques

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Neural Network Model Compression Techniques

Baido NLP Column Author: Baido NLP Introduction In recent years, we have been deeply engaged in the integration of neural network models with NLP tasks, achieving significant progress in various areas such as syntactic analysis, semantic similarity computation, and chat generation. In search engines, semantic similarity features have also become one of the most important … Read more