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AIMET
AIMET
Version: 2.11.0
Other versions
  • Overview
    • Quick Start
    • Install
  • Tutorials
    • Quantization Workflow
    • Quantization Simulation
    • Example Notebooks
    • Running Quantized Models on-device
    • Debugging Guide
  • Techniques
    • Post Training Quantization
    • Quantization Aware Training
    • Blockwise Quantization
    • Mixed precision
      • Manual mixed precision
      • Automatic mixed precision
    • Analysis tools
      • Interactive visualization
      • Quantization analyzer
      • Layer output generation
    • Compression
      • Compression guidebook
      • Greedy compression ratio selection
      • Visualization
      • Weight SVD
      • Spatial SVD
      • Channel pruning
        • Winnowing
  • PTQ Techniques
    • Adaptive rounding
    • Sequential MSE
    • Batch norm folding
    • Cross-layer equalization
    • AdaScale
    • Batch norm re-estimation
    • OmniQuant
    • Automatic quantization
    • SpinQuant
  • API Reference
  • Release Notes
  • External Resources
    • Qualcomm AI Stack
    • Qualcomm Hub Models
    • Qualcomm Hub Apps
    • Qualcomm AI Hub
  • Glossary
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AIMET documentation versionsΒΆ

  • 2.11.0 (current)

  • 2.10.0

  • 2.9.0

  • 2.8.0

  • 2.7.0

  • 2.6.0

  • 2.5.0

  • 2.4.0

  • 2.3.0

  • 2.2.0

  • 2.1.0

  • 2.0.0

  • 1.35.1

  • 1.35.0

  • 1.34.0

  • 1.33.0

  • 1.32.0

  • 1.31.0

  • 1.30.0

  • 1.29.0

  • 1.28.0

  • 1.27.0

  • 1.26.0

  • 1.25.0

  • 1.24.0

  • 1.23.0

  • 1.22.0

  • 1.21.0

  • 1.20.0

  • 1.19.1

  • 1.18.0

  • 1.17.0

  • 1.16.0

  • 1.14.0

  • 1.13.0

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