as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
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name three specific techniques for reducing the memory requirement of a neural network.
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three specific techniques for reducing the memory requirement of a neural network include:
- pruning: removing unnecessary connections in the network 
- knowledge distillation: compressing a large network into a smaller one 
- quantization: transforming large floating point numbers into smaller integers
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