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