edflow.debug module

Reference

class edflow.debug.DebugModel(*a, **k)[source]

Bases: object

__init__(*a, **k)[source]

Initialize self. See help(type(self)) for accurate signature.

edflow.debug.debug_step_op(model, *args, **kwargs)[source]
class edflow.debug.DebugIterator(*args, **kwargs)[source]

Bases: edflow.iterators.model_iterator.PyHookedModelIterator

__init__(*args, **kwargs)[source]

Constructor.

Parameters

  • model (object) – Model class.

  • num_epochs (int) – Number of times to iterate over the data.

  • hooks (list) – List containing Hook instances.

  • hook_freq (int) – Frequency at which hooks are evaluated.

  • bar_position (int) – Used by tqdm to place bars at the right position when using multiple Iterators in parallel.

step_ops()[source]

Defines ops that are called at each step.

Returns

Return type

The operation run at each step.

class edflow.debug.DebugDataset(size=100, offset=0, other_labels=False, other_ex_keys=False, *args, **kwargs)[source]

Bases: edflow.data.dataset_mixin.DatasetMixin

__init__(size=100, offset=0, other_labels=False, other_ex_keys=False, *args, **kwargs)[source]

Initialize self. See help(type(self)) for accurate signature.

get_example(i)[source]

Note

Please the documentation of DatasetMixin to not be confused.

Add default behaviour for datasets defining an attribute data, which in turn is a dataset. This happens often when stacking several datasets on top of each other.

The default behaviour now is to return self.data.get_example(idx) if possible, and otherwise revert to the original behaviour.

property labels

Add default behaviour for datasets defining an attribute data, which in turn is a dataset. This happens often when stacking several datasets on top of each other.

The default behaviour is to return self.data.labels if possible, and otherwise revert to the original behaviour.

class edflow.debug.ConfigDebugDataset(config)[source]

Bases: edflow.debug.DebugDataset

__init__(config)[source]

Initialize self. See help(type(self)) for accurate signature.