xbtorch.deployment

Deployment (mapping, encoding, etc.) of solutions to inference accelerators

Modules

base

Hardware accelerator simulation module.

committee

Committee machine (ensemble) evaluation module.

correction

Fault-tolerant neural network architectures for crossbar-based accelerators.

encoding

Weight encoding schemes for mapping software weight matrices to crossbar conductance arrays.

mapping

Crossbar mapping utilities for weight placement.

metrics

Error computation and weight encoding utilities for crossbar simulation.