aihwkit.inference.noise package

Noise models to apply to converted weight values during analog inference.

Submodules

• aihwkit.inference.noise.base module
  • BaseNoiseModel
    • BaseNoiseModel.apply_drift_noise()
    • BaseNoiseModel.apply_drift_noise_to_conductance()
    • BaseNoiseModel.apply_noise()
    • BaseNoiseModel.apply_programming_noise()
    • BaseNoiseModel.apply_programming_noise_to_conductance()
    • BaseNoiseModel.generate_drift_coefficients()
• aihwkit.inference.noise.custom module
  • StateIndependentNoiseModel
    • StateIndependentNoiseModel.apply_drift_noise_to_conductance()
    • StateIndependentNoiseModel.apply_programming_noise_to_conductance()
    • StateIndependentNoiseModel.generate_drift_coefficients()
• aihwkit.inference.noise.fusion module
• aihwkit.inference.noise.pcm module
  • CustomDriftPCMLikeNoiseModel
    • CustomDriftPCMLikeNoiseModel.generate_drift_coefficients()
  • PCMLikeNoiseModel
    • PCMLikeNoiseModel.apply_drift_noise_to_conductance()
    • PCMLikeNoiseModel.apply_programming_noise_to_conductance()
    • PCMLikeNoiseModel.generate_drift_coefficients()
• aihwkit.inference.noise.reram module
  • ReRamCMONoiseModel
    • ReRamCMONoiseModel.apply_drift_noise_to_conductance()
    • ReRamCMONoiseModel.apply_programming_noise_to_conductance()
    • ReRamCMONoiseModel.generate_drift_coefficients()
  • ReRamWan2022NoiseModel
    • ReRamWan2022NoiseModel.apply_drift_noise_to_conductance()
    • ReRamWan2022NoiseModel.apply_programming_noise_to_conductance()
    • ReRamWan2022NoiseModel.generate_drift_coefficients()