mighty.monitor.monitor.ParamsDict¶
- class mighty.monitor.monitor.ParamsDict[source]¶
A dictionary that holds named `ParamRecord`s.
Methods
__init__
()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()[source]¶
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)[source]¶
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 ¶