mighty.monitor.monitor.ParamsDict

class mighty.monitor.monitor.ParamsDict

A dictionary that holds named `ParamRecord`s.

Methods

__init__()
batch_finished()	Batch finished callback that triggers update*() methods of the stored param records.
clear()
copy()
fromkeys(iterable[, value])
get(k[,d])
items()
keys()
plot_sign_flips(viz[, total])	Plots the no.
pop(k[,d])	If key is not found, d is returned if given, otherwise KeyError is raised.
popitem()	as a 2-tuple; but raise KeyError if D is empty.
reset()
setdefault(k[,d])
update([E, ]**F)	If E present and has a .keys() method, does: for k in E: D[k] = E[k] If E present and lacks .keys() method, does: for (k, v) in E: D[k] = v In either case, this is followed by: for k, v in F.items(): D[k] = v
values()

batch_finished()

Batch finished callback that triggers update*() methods of the stored param records.

clear() → None.  Remove all items from D.

get(k[, d]) → D[k] if k in D, else d.  d defaults to None.

items() → a set-like object providing a view on D's items

keys() → a set-like object providing a view on D's keys

plot_sign_flips(viz, total=True)

Plots the no. of weight sign flips after a batch update. Refer to ParamRecord.update_signs().

Parameters:

vizVisdomMighty

Visdom server instance.

totalbool, optional

Whether to sum across all the parameters (True) or plot individual parameter sign flips counts (False). Default: True

pop(k[, d]) → v, remove specified key and return the corresponding value.

If key is not found, d is returned if given, otherwise KeyError is raised.

popitem() → (k, v), remove and return some (key, value) pair

as a 2-tuple; but raise KeyError if D is empty.

setdefault(k[, d]) → D.get(k,d), also set D[k]=d if k not in D

update([E, ]**F) → None.  Update D from mapping/iterable E and F.

If E present and has a .keys() method, does: for k in E: D[k] = E[k] If E present and lacks .keys() method, does: for (k, v) in E: D[k] = v In either case, this is followed by: for k, v in F.items(): D[k] = v

values() → an object providing a view on D's values