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.noise.fusion module
View page source

aihwkit.inference.noise.fusion module

© Copyright 2020, 2021, 2022, 2023, 2024, 2025, 2026 IBM Research.

Built with Sphinx using a theme provided by Read the Docs.