Kenning
Introduction
Kenning
Deep Learning deployment stack
Using Kenning from command-line
ONNX support in deep learning frameworks
Sample autogenerated report
Kenning API
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Kenning
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Kenning
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Introduction
Kenning
Kenning installation
Kenning structure
Using Kenning as a library in Python scripts
Using Kenning scenarios
Adding new implementations
Deep Learning deployment stack
From training to deployment
Dataset preparation
Model preparation and training
Model optimization
Model compilation and deployment
Using Kenning from command-line
Command-line arguments for classes
Model training
In-framework inference performance measurements
ONNX conversion
Testing inference on target hardware
Running inference
Generating performance reports
ONNX support in deep learning frameworks
ONNX support grid in deep learning frameworks
ONNX conversion support grid
Sample autogenerated report
Inference performance metrics
Inference quality metrics
Kenning API
Deployment API overview
Dataset
ModelWrapper
ModelCompiler
Runtime
RuntimeProtocol
Measurements
ONNXConversion
DataProvider
OutputCollector