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2.0
  • Auptimizer Quickstart
  • Install and Setup Auptimizer
  • Hyperparameter Optimization
  • Model Compression
  • Edge Deployment Tools
  • Auptimizer Dashboard
  • For Developers
  • Auptimizer APIs
    • Main Entry
      • Auptimizer HPO main entry
      • Compression main entry
      • Setup scripts for Auptimizer
      • Initialize experiment
      • Convert python code for Auptimizer automatically
      • Database setup and reset
      • Profiler - Profiling model scripts
      • DLconvert - Model conversion
    • Internal modules and packages
      • aup.EE - Experiment execution
      • aup.ET - Experiment tracking package
      • aup.Proposer package
      • Utility functions
      • Auptimizer client side functions
      • aup.setupdb package
      • aup.dlconvert package
Auptimizer
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Auptimizer APIs¶

Main Entry¶

  • Auptimizer HPO main entry
  • Compression main entry
  • Setup scripts for Auptimizer
  • Initialize experiment
  • Convert python code for Auptimizer automatically
  • Database setup and reset
  • Profiler - Profiling model scripts
  • DLconvert - Model conversion

Internal modules and packages¶

  • aup.EE - Experiment execution
    • Overview
    • APIs
  • aup.ET - Experiment tracking package
    • aup.ET.Connector package
  • aup.Proposer package
    • Proposers
  • Utility functions
    • APIs
  • Auptimizer client side functions
    • APIs
  • aup.setupdb package
    • Set up SQLite database for Auptimizer
  • aup.dlconvert package
    • Checkpoint to ONNX
    • Checkpoint to TF ProtoBuf
    • Checkpoint to TFLite
    • Keras to ONNX
    • Keras to ProtoBuf
    • Keras to TFlite
    • ProtoBuf to ONNX
    • ProtoBuf to TFlite
    • PyTorch to Keras
    • PyTorch to ONNX
    • PyTorch to TFLite
    • SavedModel to ONNX
    • SavedModel to tflite
    • Convert to TF frozen ProtoBuf
    • Convert to ONNX
    • Convert to TFLite
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