qualia_plugin_snn.experimenttracking.pytorch package

Module contents

Pytorch experimenttracking modules for Spiking Neural Networks.

class qualia_plugin_snn.experimenttracking.pytorch.QualiaDatabase

Bases: QualiaDatabase

Extend qualia_core.experimenttracking.QualiaDatabase.QualiaDatabase with support for Spiking Neural Networks.

log_trainresult(trainresult: TrainResult) → int | None

Parameters:

trainresult (TrainResult)

Return type:

int | None

log_operationcounter(model_hash: str, oms: list[OperationMetrics]) → None

Record qualia_plugin_snn.postprocessing.OperationCounter.OperationCounter Total result in database.

Parameters:

• model_hash (str) – hash of model to associate database record to

• oms (list[OperationMetrics]) – qualia_plugin_snn.postprocessing.OperationCounter.OperationCounter results

Return type:

None