OperatorPredictor

class pinnx.callbacks.OperatorPredictor(x, op, period=1, filename=None, precision=2)

Generates operator values for the input samples.

Parameters:

• x (Dict) – The input data.

• op (Callable) – The operator with inputs (x, y).

• period (int) – Interval (number of epochs) between checking values.

• filename (str) – Output the values to the file filename. The file is kept open to allow instances to be re-used. If None, output to the screen.

• precision (int) – The precision of variables to display.

init()

Init after setting a trainer.

on_epoch_end()

Called at the end of every epoch.

on_predict_end()

Called at the end of prediction.

on_train_begin()

Called at the beginning of trainer training.

on_train_end()

Called at the end of trainer training.