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.cloud package
  • View page source

aihwkit.cloud package

Functionality related to the cloud client for AIHW Composer API.

Subpackages

  • aihwkit.cloud.client package
    • Subpackages
      • aihwkit.cloud.client.v1 package
        • Submodules
    • Submodules
      • aihwkit.cloud.client.entities module
        • CloudExperiment
        • CloudExperimentCategory
        • CloudJob
        • CloudJobStatus
      • aihwkit.cloud.client.exceptions module
        • ApiResponseError
        • CredentialsError
        • ExperimentStatusError
        • InvalidResponseFieldError
        • ResponseError
      • aihwkit.cloud.client.session module
        • ApiSession
        • ObjectStorageSession
      • aihwkit.cloud.client.utils module
        • ClientConfiguration
  • aihwkit.cloud.converter package
    • Subpackages
      • aihwkit.cloud.converter.definitions package
      • aihwkit.cloud.converter.v1 package
        • Submodules
    • Submodules
      • aihwkit.cloud.converter.exceptions module
        • ConversionError

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