IBM Analog Hardware Acceleration Kit
v0.5.0

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

Advanced Guides

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

References

  • API Reference
  • Paper References
IBM Analog Hardware Acceleration Kit
  • »
  • Overview: module code

All modules for which code is available

  • aihwkit.cloud.client.entities
  • aihwkit.cloud.client.exceptions
  • aihwkit.cloud.client.session
  • aihwkit.cloud.client.utils
  • aihwkit.cloud.client.v1.api_client
  • aihwkit.cloud.client.v1.parsers
  • aihwkit.cloud.client.v1.stubs
  • aihwkit.cloud.converter.exceptions
  • aihwkit.exceptions
  • aihwkit.experiments.experiments.base
  • aihwkit.experiments.experiments.training
  • aihwkit.experiments.runners.base
  • aihwkit.experiments.runners.cloud
  • aihwkit.experiments.runners.local
  • aihwkit.experiments.runners.metrics
  • aihwkit.inference.compensation.base
  • aihwkit.inference.compensation.drift
  • aihwkit.inference.converter.base
  • aihwkit.inference.converter.conductance
  • aihwkit.inference.noise.base
  • aihwkit.inference.noise.custom
  • aihwkit.inference.noise.pcm
  • aihwkit.nn.conversion
  • aihwkit.nn.functions
  • aihwkit.nn.modules.base
  • aihwkit.nn.modules.container
  • aihwkit.nn.modules.conv
  • aihwkit.nn.modules.linear
  • aihwkit.nn.modules.lstm
  • aihwkit.optim.analog_optimizer
  • aihwkit.optim.context
  • aihwkit.simulator.configs.configs
  • aihwkit.simulator.configs.devices
  • aihwkit.simulator.configs.helpers
  • aihwkit.simulator.configs.utils
  • aihwkit.simulator.presets.configs
  • aihwkit.simulator.presets.devices
  • aihwkit.simulator.presets.utils
  • aihwkit.simulator.tiles.analog
  • aihwkit.simulator.tiles.base
  • aihwkit.simulator.tiles.floating_point
  • aihwkit.simulator.tiles.inference
  • aihwkit.utils.visualization

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