qualia_plugin_snn package

Subpackages

• qualia_plugin_snn.datamodel package
  • Submodules
    • qualia_plugin_snn.datamodel.EventDataModel module
      • EventData
      • EventDataSets
      • EventDataModel
  • Module contents
• qualia_plugin_snn.dataset package
  • Submodules
    • qualia_plugin_snn.dataset.DVSGesture module
      • DVSGesture
    • qualia_plugin_snn.dataset.DVSGestureWithPreprocessing module
      • DVSGestureWithPreprocessing
    • qualia_plugin_snn.dataset.EventDataset module
      • EventDataset
    • qualia_plugin_snn.dataset.SHD module
      • SHD
  • Module contents
    • SHD
      • SHD.__call__()
      • SHD.__init__()
      • SHD.h
      • SHD.w
    • DVSGesture
      • DVSGesture.__call__()
      • DVSGesture.__init__()
      • DVSGesture.h
      • DVSGesture.name
      • DVSGesture.w
• qualia_plugin_snn.deployment package
  • Subpackages
    • qualia_plugin_snn.deployment.qualia_codegen package
      • Submodules
      • Module contents
  • Module contents
• qualia_plugin_snn.learningframework package
  • Submodules
    • qualia_plugin_snn.learningframework.SpikingJelly module
    • qualia_plugin_snn.learningframework.SpikingJellyMultiStep module
    • qualia_plugin_snn.learningframework.SpikingJellyMultiStepTimeStepsInData module
    • qualia_plugin_snn.learningframework.SpikingJellyTimeStepsInData module
  • Module contents
• qualia_plugin_snn.learningmodel package
  • Subpackages
    • qualia_plugin_snn.learningmodel.pytorch package
      • Subpackages
      • Submodules
      • Module contents
  • Module contents
• qualia_plugin_snn.postprocessing package
  • Submodules
    • qualia_plugin_snn.postprocessing.EnergyEstimationMetric module
    • qualia_plugin_snn.postprocessing.FuseBatchNorm module
    • qualia_plugin_snn.postprocessing.OperationCounter module
    • qualia_plugin_snn.postprocessing.QualiaCodeGen module
  • Module contents
• qualia_plugin_snn.preprocessing package
  • Submodules
    • qualia_plugin_snn.preprocessing.Group2TimeStepsBySample module
      • Group2TimeStepsBySample
    • qualia_plugin_snn.preprocessing.IntegrateEventsByFixedDuration module
    • qualia_plugin_snn.preprocessing.IntegrateEventsByFixedFramesNumber module
    • qualia_plugin_snn.preprocessing.Split2TimeSteps module
  • Module contents

Module contents

Qualia-Plugin-SNN plugin.

When Qualia’s configuration file contains:

[bench]
plugin = ['qualia_plugin_snn']

The following subpackages are imported:

• qualia_plugin_snn.preprocessing

• qualia_plugin_snn.learningframework

• qualia_plugin_snn.postprocessing

Subpackage qualia_plugin_snn.deployment contains deployers for Qualia-CodeGen referenced in qualia_plugin_snn.postprocessing.QualiaCodeGen.QualiaCodeGen.deployers.

Subpackage qualia_plugin_snn.learningframework contains the LearningFramework implementation for SpikingJelly.

Subpackage qualia_plugin_snn.learningmodel contains the spiking neural network templates referenced in qualia_plugin_snn.learningframework.SpikingJelly.SpikingJelly.learningmodels, made available when the SpikingJelly learningframework is used.

Subpackage qualia_plugin_snn.preprocessing contains preprocessing modules adapted for or dedicated to Spiking Neural Networks.

Subpackage qualia_plugin_snn.postprocessing contains postprocessing modules adapted for or dedicated to Spiking Neural Networks, in particular the Qualia-CodeGen interface relying on qualia_codegen_plugin_snn, part of Qualia-CodeGen-Plugin-SNN.