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Quark
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Quark 0.2.0 documentation

  • What's New
  • Quark Overview
  • Installation
  • Getting Started
  • Highlight Features
  • User Guide
  • APIs
    • Quantization
    • Export
    • Quantizer Configuration
    • Exporter Configuration
    • Quantization
    • Optimization
    • Calibration
    • ONNX Quantizer
    • QDQ Quantizer
    • Configuration
    • Quantization Utilities
  • Examples
  • Release Note
  • FAQ
  • Examples

Examples

Contents

  • Quark for Pytorch
  • Quark for ONNX

Examples#

Quark for Pytorch#

  • Language Model Quantization & Export

  • Diffusion Model Quantization & Export

  • Vision Model Quantization using Quark FX Graph Mode

  • Extension for Pytorch-light (AMD internal project)

  • Extension for Brevitas

Quark for ONNX#

  • Image Classification Quantization

  • Fast Finetune AdaRound

  • Fast Finetune AdaQuant

  • Mixed Precision

  • Cross-Layer Equalization

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quark.onnx.quant_utils

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Release Note

Contents
  • Quark for Pytorch
  • Quark for ONNX

Last updated on May 29, 2024.

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