Table 3 Rule book for the LEMONADE expert system.
From: An automated multi parameter neural architecture discovery framework using ChatGPT in the backend
Legend | Description | Conflict with |
|---|---|---|
ACL | Add convolutional layer | RCL |
ASC | Add skip connection | RSC |
ADL | Add dense layer | RDL |
RCL | Reduce convolutional layer | ACL |
RSC | Reduce skip connection | ASC |
RDL | Reduce dense layer | ADL |
AD | Add dropout layer | RD |
AMK | Add more kernel | RK |
AWI | Add weight initializer | – |
AR | Add regularization | RR |
RK | Reduce number of kernel | AMK |
RD | Reduce dropout layer | AD |
AMN | Add more neurons | RN |
RN | Reduce neurons | AMN |
RR | Reduce regularization | AR |
