snorkel.classification.LogManagerConfig

class snorkel.classification.LogManagerConfig

Bases: tuple

Manager for checkpointing model.

Parameters

• counter_unit – The unit to use when assessing when it’s time to log. Options are [“epochs”, “batches”, “points”]

• evaluation_freq – Evaluate performance on the validation set every this many counter_units

__init__()

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

Methods

__init__	Initialize self.
count(value)
index(value, [start, [stop]])	Raises ValueError if the value is not present.

Attributes

counter_unit	Alias for field number 0
evaluation_freq	Alias for field number 1

count(value) → integer -- return number of occurrences of value

property counter_unit

Alias for field number 0

property evaluation_freq

Alias for field number 1

index(value[, start[, stop]]) → integer -- return first index of value.

Raises ValueError if the value is not present.