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.

mapping

Crossbar mapping utilities for weight placement.

metrics

Error computation and weight encoding utilities for crossbar simulation.

weight_encoding

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