Olive
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OVERVIEW

  • Olive
  • Quick Tour
  • Olive Options

GET STARTED

  • Installation
  • Quickstart Examples
    • BERT optimization with PTQ on CPU
    • ResNet optimization with PTQ on CPU

EXAMPLES

  • Acceleration on CPU
  • Acceleration on GPU
  • Acceleration on NPU
  • Acceleration on DPU

FEATURES

  • Model Transformations and Optimizations
  • Huggingface Model Optimization
  • Packaging Olive artifacts
  • Custom Scripts
  • Azure ML integration

EXTENDING OLIVE

  • Design
  • How to add new optimization Pass

TUTORIALS

  • How To Configure System
  • How To Configure Metric
  • How To Configure Pass
  • How To Configure Data
  • How To Set Model Path
  • Advanced User Tour
  • Self-hosted Kubernetes cluster
  • Azure ML scripts

API REFERENCE

  • OliveModels
  • ResourcePath
  • OliveSystems
  • OliveEvaluator
  • Metric
  • SearchAlgorithms
  • Engine
  • Passes
Olive
  • Quickstart Examples
  • View page source

Quickstart ExamplesΒΆ

  • BERT optimization with PTQ on CPU
  • ResNet optimization with PTQ on CPU
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