Neural Networks with Model Compression

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Deep learning has achieved impressive results in image classification, computer vision and natural language processing. To achieve better performance, deeper and wider networks have been designed, which increase the demand for computational resources. The number of floating-point operations (FLOPs) has increased dramatically with larger networks, and this has become an obstacle for convolutional n...

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product_type_E-book
epub
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139.50 £

Deep learning has achieved impressive results in image classification, computer vision and natural language processing. To achieve better performance, deeper and wider networks have been designed, which increase the demand for computational resources. The number of floating-point operations (FLOPs) has increased dramatically with larger networks, and this has become an obstacle for convolutional n...

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  • Formats: epub
  • ISBN: 9789819950683
  • Publication Date: 5 Feb 2024
  • Publisher: Springer Nature Singapore
  • Product language: English
  • Drm Setting: DRM