primeqa.mrc.data_models.model_outputs.extractive.ExtractiveQAWithConfidenceModelOutput#

class primeqa.mrc.data_models.model_outputs.extractive.ExtractiveQAWithConfidenceModelOutput(loss: Optional[torch.FloatTensor] = None, start_logits: Optional[torch.FloatTensor] = None, end_logits: Optional[torch.FloatTensor] = None, target_type_logits: Optional[torch.FloatTensor] = None, hidden_states: Optional[Tuple[torch.FloatTensor]] = None, attentions: Optional[Tuple[torch.FloatTensor]] = None, start_stdev: Optional[torch.FloatTensor] = None, end_stdev: Optional[torch.FloatTensor] = None, query_passage_similarity: Optional[torch.FloatTensor] = None)#

Bases: transformers.file_utils.ModelOutput

Extractive QA model outputs comprising: (loss), start_logits, end_logits, target_type_logits, start_stdev, end_stdev, query_passage_similarity, (hidden_states), (attentions).

Methods

`clear`
`copy`
`fromkeys`	Create a new ordered dictionary with keys from iterable and values set to value.
`get`	Return the value for key if key is in the dictionary, else default.
`items`
`keys`
`move_to_end`	Move an existing element to the end (or beginning if last is false).
`pop`	value.
`popitem`	Remove and return a (key, value) pair from the dictionary.
`setdefault`	Insert key with a value of default if key is not in the dictionary.
`to_tuple`	Convert self to a tuple containing all the attributes/keys that are not None.
`update`	If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v In either case, this is followed by: for k in F: D[k] = F[k]
`values`

Attributes

`attentions`
`end_logits`
`end_stdev`
`hidden_states`
`loss`
`query_passage_similarity`
`start_logits`
`start_stdev`
`target_type_logits`

clear() → None. Remove all items from od.#

copy() → a shallow copy of od#

fromkeys(value=None)#: Create a new ordered dictionary with keys from iterable and values set to value.

get(key, default=None, /)#: Return the value for key if key is in the dictionary, else default.

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

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

move_to_end(key, last=True)#

Move an existing element to the end (or beginning if last is false).

Raise KeyError if the element does not exist.

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(last=True)#

Remove and return a (key, value) pair from the dictionary.

Pairs are returned in LIFO order if last is true or FIFO order if false.

setdefault(*args, **kwargs)#

Insert key with a value of default if key is not in the dictionary.

Return the value for key if key is in the dictionary, else default.

to_tuple() → Tuple[Any]#: Convert self to a tuple containing all the attributes/keys that are not None.

update([E, ]**F) → None. Update D from dict/iterable E and F.#: If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v In either case, this is followed by: for k in F: D[k] = F[k]

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