DeepEverest: Accelerating Declarative Top-K Queries for Deep Neural Network Interpretation

Dong He, Maureen Daum, Walter Cai +1

We design, implement, and evaluate DeepEverest, a system for the efficient execution of interpretation by example queries over the activation values of a deep neural network. DeepE…