Patent ID: 11868443
Assignee: AMAZON TECHNOLOGIES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 2:
3. The system of claim 1, wherein the ordered classification loss function comprises instructions to:
determine a set of margins, wherein each margin of the set of margins is indicative of a boundary between adjacent classes of the set of ordered classes;
determine, based on the set of margins, a plurality of binary class variations, wherein each binary class variation of the plurality of binary class variations comprises a first binary class and a second binary class;
determine, for the each sample, a plurality of intermediate loss values, wherein each intermediate loss value of the plurality of intermediate loss values comprises a binary cross-entropy loss value for each of the binary class variations;
determine, based on the plurality of intermediate loss values, a loss value associated with the each sample; and, the system further comprising instructions to:
determine that one or more values of the neural network are modified based at least in part on the loss value.