aihwkit.inference package

High level inference tools.

Subpackages

• aihwkit.inference.calibration package
  • Submodules
    • aihwkit.inference.calibration.calibration module
      • InputRangeCalibrationType
      • calibrate_input_ranges()
      • calibrate_quantization_ranges()
• aihwkit.inference.compensation package
  • Submodules
    • aihwkit.inference.compensation.base module
      • BaseDriftCompensation
    • aihwkit.inference.compensation.drift module
      • GlobalDriftCompensation
      • GlobalDriftCompensationWithExactReference
      • PerColumnDriftCompensation
• aihwkit.inference.converter package
  • Submodules
    • aihwkit.inference.converter.base module
      • BaseConductanceConverter
    • aihwkit.inference.converter.conductance module
      • CustomPairConductanceConverter
      • DualPairConductanceConverter
      • NPairConductanceConverter
      • SingleDeviceConductanceConverter
      • SinglePairConductanceConverter
    • aihwkit.inference.converter.fusion module
      • FusionConductanceConverter
• aihwkit.inference.noise package
  • Submodules
    • aihwkit.inference.noise.base module
      • BaseNoiseModel
    • aihwkit.inference.noise.custom module
      • StateIndependentNoiseModel
    • aihwkit.inference.noise.fusion module
    • aihwkit.inference.noise.pcm module
      • CustomDriftPCMLikeNoiseModel
      • PCMLikeNoiseModel
    • aihwkit.inference.noise.reram module
      • ReRamCMONoiseModel
      • ReRamWan2022NoiseModel

Submodules

• aihwkit.inference.utils module
  • drift_analog_weights()
  • program_analog_weights()