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 package
  • Edit on GitHub

aihwkit package¶

Analog hardware library for PyTorch.

Subpackages¶

  • aihwkit.cloud package
    • Subpackages
      • aihwkit.cloud.client package
        • Subpackages
        • Submodules
      • aihwkit.cloud.converter package
        • Subpackages
        • Submodules
  • aihwkit.experiments package
    • Subpackages
      • aihwkit.experiments.experiments package
        • Submodules
      • aihwkit.experiments.runners package
        • Submodules
  • aihwkit.inference package
    • Subpackages
      • aihwkit.inference.noise package
        • Submodules
      • aihwkit.inference.converter package
        • Submodules
      • aihwkit.inference.compensation package
        • Submodules
  • aihwkit.nn package
    • Subpackages
      • aihwkit.nn.modules package
        • Submodules
    • Submodules
      • aihwkit.nn.conversion module
      • aihwkit.nn.functions module
  • aihwkit.optim package
    • Submodules
      • aihwkit.optim.analog_optimizer module
      • aihwkit.optim.context module
  • aihwkit.simulator package
    • Subpackages
      • aihwkit.simulator.configs package
        • Submodules
      • aihwkit.simulator.presets package
        • Submodules
      • aihwkit.simulator.rpu_base module
        • Submodules
      • aihwkit.simulator.tiles package
        • Submodules
    • Submodules
      • aihwkit.inference package
        • Subpackages
  • aihwkit.utils package
    • Submodules
      • aihwkit.utils.visualization module

Submodules¶

  • aihwkit.exceptions module
  • aihwkit.version module

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