ai4med.workflows.builders package

class Builder

Bases: abc.ABC

Builder builds TF1 computation graph to be used for training.

This class defines require methods for Builder implementations.

abstract build()

This method builds the computation graph for training.

Returns:

class TFBuilder(task, initial_learning_rate, train_data_source, model, loss=None, optimizer=None, multi_gpu=False, aux_ops=None, val_data_source=None, dynamic_input_shape=False, extra_inputs=None)

Bases: ai4med.workflows.builders.builder.Builder

build()

This method builds the computation graph for training.

Returns:

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