API Reference¶

`ecal`	eCAL: Analytical estimation of the energy cost of the AI lifecycle (J/bit).
`ecal.api`	Public API for eCAL energy estimation.
`ecal.cli`	Command-line interface for eCAL.
`ecal.hardware.profiles`
`ecal.configs.protocol_configs`	OSI-layer protocol energy parameters used by `ecal.calculators.transmission.Transmission` to estimate the energy cost of sending data across a network stack.
`ecal.calculators.transmission`
`ecal.calculators.preprocessing`
`ecal.calculators.preprocessing_flops`	FLOP calculators for data preprocessing steps (normalization, min-max scaling, and Gramian Angular/Difference Field encoding).
`ecal.calculators.training`
`ecal.calculators.inference`
`ecal.calculators.model_flops`	FLOP calculators for supported model architectures (MLP, CNN, KAN, Transformer) and thin wrappers around the third-party `calflops` library for arbitrary PyTorch/HuggingFace models.