IBM Analog Hardware Acceleration Kit
0.6.0

Get started

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

Analog AI Concepts

  • Analog AI
  • Analog AI Hardware
  • Advantages and Challenges

Using the Simulator

  • Using aihwkit Simulator
  • Using Experiments

Analog DNN Training

  • Specialized Update Algorithms
  • Analog Training Presets

Analog DNN Inference

  • Inference and PCM Statistical Model
  • Analog Hardware-aware Training

Advanced Guides

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

References

  • API Reference
  • Paper References
IBM Analog Hardware Acceleration Kit
  • »
  • aihwkit.simulator package
  • Edit on GitHub

aihwkit.simulator package¶

RPU simulator bindings.

Subpackages¶

  • aihwkit.simulator.configs package
    • Submodules
      • aihwkit.simulator.configs.configs module
      • aihwkit.simulator.configs.devices module
      • aihwkit.simulator.configs.helpers module
      • aihwkit.simulator.configs.utils module
  • aihwkit.simulator.presets package
    • Submodules
      • aihwkit.simulator.presets.configs module
      • aihwkit.simulator.presets.devices module
      • aihwkit.simulator.presets.utils module
  • aihwkit.simulator.rpu_base module
    • Submodules
      • aihwkit.simulator.rpu_base.tiles module
      • aihwkit.simulator.rpu_base.devices module
  • aihwkit.simulator.tiles package
    • Submodules
      • aihwkit.simulator.tiles.analog module
      • aihwkit.simulator.tiles.base module
      • aihwkit.simulator.tiles.floating_point module
      • aihwkit.simulator.tiles.inference module

Submodules¶

  • aihwkit.inference package
    • Subpackages
      • aihwkit.inference.noise package
        • Submodules
      • aihwkit.inference.converter package
        • Submodules
      • aihwkit.inference.compensation package
        • Submodules

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