IBM Analog Hardware Acceleration Kit

Get started

  • Installation
  • Advanced installation guide
  • Using the PyTorch integration
  • Glossary

Analog AI Concepts

  • Analog AI
  • Analog AI Hardware
  • Advantages and Challenges

Cloud/Composer

  • Analog AI Cloud Composer Overview
  • Composer CLI

Using the Simulator

  • Using aihwkit Simulator

Analog DNN Training

  • Specialized Update Algorithms
  • Analog Training Presets

Analog DNN Inference

  • Inference and PCM Statistical Model
  • Analog Hardware-aware Training
  • Inference with Analog CMO-ReRAM Statistical Model

Advanced Guides

  • aihwkit design
  • Development setup
  • Development conventions
  • Project roadmap
  • Changelog

References

  • API Reference
  • Paper References
IBM Analog Hardware Acceleration Kit
  • aihwkit.inference.converter package
  • View page source

aihwkit.inference.converter package

Converter of weight matrix values into conductance values and back for analog inference.

Submodules

  • aihwkit.inference.converter.base module
    • BaseConductanceConverter
      • BaseConductanceConverter.convert_back_to_weights()
      • BaseConductanceConverter.convert_to_conductances()
  • aihwkit.inference.converter.conductance module
    • CustomPairConductanceConverter
      • CustomPairConductanceConverter.convert_back_to_weights()
      • CustomPairConductanceConverter.convert_to_conductances()
      • CustomPairConductanceConverter.invertibility_test()
    • DualPairConductanceConverter
    • NPairConductanceConverter
      • NPairConductanceConverter.convert_back_to_weights()
      • NPairConductanceConverter.convert_to_conductances()
    • SingleDeviceConductanceConverter
      • SingleDeviceConductanceConverter.convert_back_to_weights()
      • SingleDeviceConductanceConverter.convert_to_conductances()
    • SinglePairConductanceConverter
      • SinglePairConductanceConverter.convert_back_to_weights()
      • SinglePairConductanceConverter.convert_to_conductances()
  • aihwkit.inference.converter.fusion module
    • FusionConductanceConverter
      • FusionConductanceConverter.convert_back_to_weights()
      • FusionConductanceConverter.convert_to_conductances()

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