monitors

Module contents

class poornn.monitors.Print(input_shape, itype, **kwargs)

Bases: poornn.core.Monitor

Print data without changing anything.

get_variables()

Get variables, return empty (1d but with length - 0) array.

num_variables

number of variables, which is fixed to 0.

set_runtime_vars(var_dict={})

Set runtime variables for layers.

Parameters:var_dict (dict) – the runtime variables dict.

set_variables(*args, **kwargs)

passed.

class poornn.monitors.PlotStat(input_shape, itype, ax, mask=[True, False], **kwargs)

Bases: poornn.core.Monitor

Print data without changing anything.

Parameters:

• ax (<matplotib.axes>) –
• mask (list<bool>, len=2, default=[True,False]) – masks for forward check and backward check.

ax

<matplotib.axes>

mask

list<bool>, len=2 – masks for forward check and backward check.

get_variables()

Get variables, return empty (1d but with length - 0) array.

num_variables

number of variables, which is fixed to 0.

set_runtime_vars(var_dict={})

Set runtime variables for layers.

Parameters:var_dict (dict) – the runtime variables dict.

set_variables(*args, **kwargs)

passed.

class poornn.monitors.Cache(input_shape, itype, **kwargs)

Bases: poornn.core.Monitor

Cache data without changing anything.

forward_list

list – cached forward data.

backward_list

list – cached backward data.

clear()

clear history.

get_variables()

Get variables, return empty (1d but with length - 0) array.

num_variables

number of variables, which is fixed to 0.

set_runtime_vars(var_dict={})

Set runtime variables for layers.

Parameters:var_dict (dict) – the runtime variables dict.

set_variables(*args, **kwargs)

passed.