aihwkit.simulator package

RPU simulator bindings.

Subpackages

• aihwkit.simulator.configs package
  • Submodules
    • aihwkit.simulator.configs.compounds module
      • BufferedTransferCompound
      • ChoppedTransferCompound
      • DifferenceUnitCell
      • DigitalRankUpdateCell
      • DynamicTransferCompound
      • MixedPrecisionCompound
      • OneSidedUnitCell
      • ReferenceUnitCell
      • TransferCompound
      • UnitCell
      • VectorUnitCell
    • aihwkit.simulator.configs.configs module
      • DigitalRankUpdateRPUConfig
      • FloatingPointRPUConfig
      • IOManagedRPUConfig
      • InferenceRPUConfig
      • SingleRPUConfig
      • TorchInferenceRPUConfig
      • TorchInferenceRPUConfigIRDropT
      • UnitCellRPUConfig
    • aihwkit.simulator.configs.devices module
      • ConstantStepDevice
      • ExpStepDevice
      • FloatingPointDevice
      • IdealDevice
      • LinearStepDevice
      • PiecewiseStepDevice
      • PowStepDevice
      • PowStepReferenceDevice
      • PulsedDevice
      • SoftBoundsDevice
      • SoftBoundsPmaxDevice
      • SoftBoundsReferenceDevice
    • aihwkit.simulator.configs.helpers module
      • build_config()
    • aihwkit.simulator.configs.utils module
• aihwkit.simulator.parameters package
  • Submodules
    • aihwkit.simulator.parameters.base module
      • RPUConfigBase
    • aihwkit.simulator.parameters.enums module
      • AnalogMVType
      • BoundManagementType
      • CountLRFeedbackPolicy
      • NoiseManagementType
      • PulseType
      • RPUDataType
      • VectorUnitCellUpdatePolicy
      • WeightClipType
      • WeightModifierType
      • WeightNoiseType
      • WeightRemapType
    • aihwkit.simulator.parameters.helpers module
      • get_bindings_class()
      • parameters_to_bindings()
      • tile_parameters_to_bindings()
    • aihwkit.simulator.parameters.inference module
      • DriftParameter
      • SimpleDriftParameter
      • WeightClipParameter
      • WeightModifierParameter
      • WeightRemapParameter
    • aihwkit.simulator.parameters.mapping module
      • MappableRPU
      • MappingParameter
    • aihwkit.simulator.parameters.pre_post module
      • InputRangeParameter
      • PrePostProcessingParameter
      • PrePostProcessingRPU
    • aihwkit.simulator.parameters.runtime module
      • RuntimeParameter
    • aihwkit.simulator.parameters.training module
      • UpdateParameters
• aihwkit.simulator.presets package
  • Submodules
    • aihwkit.simulator.presets.compounds module
      • PCMPresetUnitCell
    • aihwkit.simulator.presets.configs module
      • AGADCapacitorPreset
      • AGADEcRamMOPreset
      • AGADEcRamPreset
      • AGADIdealizedPreset
      • AGADReRamESPreset
      • AGADReRamSBPreset
      • Capacitor2Preset
      • Capacitor4Preset
      • CapacitorPreset
      • ChoppedTTv2CapacitorPreset
      • ChoppedTTv2EcRamMOPreset
      • ChoppedTTv2EcRamPreset
      • ChoppedTTv2IdealizedPreset
      • ChoppedTTv2ReRamESPreset
      • ChoppedTTv2ReRamSBPreset
      • EcRam2Preset
      • EcRam4Preset
      • EcRamMO2Preset
      • EcRamMO4Preset
      • EcRamMOPreset
      • EcRamPreset
      • GokmenVlasovPreset
      • Idealized2Preset
      • Idealized4Preset
      • IdealizedPreset
      • MixedPrecisionCapacitorPreset
      • MixedPrecisionEcRamMOPreset
      • MixedPrecisionEcRamPreset
      • MixedPrecisionGokmenVlasovPreset
      • MixedPrecisionIdealizedPreset
      • MixedPrecisionPCMPreset
      • MixedPrecisionReRamESPreset
      • MixedPrecisionReRamSBPreset
      • PCMPreset
      • ReRamES2Preset
      • ReRamES4Preset
      • ReRamESPreset
      • ReRamSB2Preset
      • ReRamSB4Preset
      • ReRamSBPreset
      • TTv2CapacitorPreset
      • TTv2EcRamMOPreset
      • TTv2EcRamPreset
      • TTv2IdealizedPreset
      • TTv2ReRamESPreset
      • TTv2ReRamSBPreset
      • TikiTakaCapacitorPreset
      • TikiTakaEcRamMOPreset
      • TikiTakaEcRamPreset
      • TikiTakaIdealizedPreset
      • TikiTakaReRamESPreset
      • TikiTakaReRamSBPreset
    • aihwkit.simulator.presets.devices module
      • CapacitorPresetDevice
      • EcRamMOPresetDevice
      • EcRamPresetDevice
      • GokmenVlasovPresetDevice
      • IdealizedPresetDevice
      • PCMPresetDevice
      • ReRamArrayHfO2PresetDevice
      • ReRamArrayOMPresetDevice
      • ReRamESPresetDevice
      • ReRamSBPresetDevice
    • aihwkit.simulator.presets.inference module
      • StandardHWATrainingPreset
    • aihwkit.simulator.presets.utils module
      • PresetIOParameters
      • PresetUpdateParameters
      • StandardIOParameters
    • aihwkit.simulator.presets.web module
      • OldWebComposerInferenceRPUConfig
      • OldWebComposerMappingParameter
      • WebComposerIOParameters
      • WebComposerInferenceRPUConfig
      • WebComposerMappingParameter
      • WebComposerWeightClipParameter
      • WebComposerWeightModifierParameter
• aihwkit.simulator.tiles package
  • Submodules
    • aihwkit.simulator.tiles.analog module
      • AnalogTile
      • AnalogTileWithoutPeriphery
    • aihwkit.simulator.tiles.array module
      • TileModuleArray
    • aihwkit.simulator.tiles.base module
      • AnalogTileStateNames
      • BaseTile
      • SimulatorTile
      • SimulatorTileWrapper
      • TileModuleBase
    • aihwkit.simulator.tiles.custom module
      • CustomRPUConfig
      • CustomSimulatorTile
      • CustomTile
      • CustomUpdateParameters
    • aihwkit.simulator.tiles.floating_point module
      • FloatingPointTile
    • aihwkit.simulator.tiles.functions module
      • AnalogFunction
    • aihwkit.simulator.tiles.inference module
      • InferenceTile
      • InferenceTileWithPeriphery
    • aihwkit.simulator.tiles.inference_torch module
      • InputRangeForward
      • TorchInferenceTile
    • aihwkit.simulator.tiles.module module
      • TileModule
    • aihwkit.simulator.tiles.periphery module
      • TileWithPeriphery
    • aihwkit.simulator.tiles.rpucuda module
      • RPUCudaSimulatorTileWrapper
    • aihwkit.simulator.tiles.torch_tile module
      • TorchSimulatorTile
    • aihwkit.simulator.tiles.transfer module
      • TorchTransferTile
      • TransferSimulatorTile
    • aihwkit.simulator.tiles.utils module
      • UniformQuantize
      • isinf()

Submodules

• aihwkit.simulator.noise_models module
• aihwkit.simulator.rpu_base module
  • Submodules
    • aihwkit.simulator.rpu_base.tiles
      • AnalogTile
      • FloatingPointTile
      • WeightClipParameter
      • WeightClipType
      • WeightModifierParameter
      • WeightModifierType
      • WeightRemapParameter
      • WeightRemapType