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Questions and Answers
What is the goal of pruning a network?
What is the goal of pruning a network?
- To reduce memory usage
- To reduce the number of parameters and computations (correct)
- To reduce the precision of the parameters and activations
- To train a smaller network to mimic the behavior of a larger network
What is an example of hardware-specific optimization?
What is an example of hardware-specific optimization?
- Singular value decomposition
- Low-rank factorization
- Graphical Processing Units (GPU (correct)
- Knowledge distillation
What is the purpose of quantization?
What is the purpose of quantization?
- To reduce the precision of the parameters and activations (correct)
- To reduce the number of parameters and computations
- To reduce memory usage
- To train a smaller network to mimic the behavior of a larger network
