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chenpangpang
transformers
Commits
5d3b8daa
Commit
5d3b8daa
authored
Nov 22, 2019
by
manansanghi
Committed by
Lysandre Debut
Nov 25, 2019
Browse files
Minor bug fixes on run_ner.py
parent
aa92a184
Changes
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examples/run_ner.py
examples/run_ner.py
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examples/run_ner.py
View file @
5d3b8daa
...
...
@@ -127,7 +127,7 @@ def train(args, train_dataset, model, tokenizer, labels, pad_token_label_id):
"attention_mask"
:
batch
[
1
],
"labels"
:
batch
[
3
]}
if
args
.
model_type
!=
"distilbert"
:
inputs
[
"token_type_ids"
]
:
batch
[
2
]
if
args
.
model_type
in
[
"bert"
,
"xlnet"
]
else
None
# XLM and RoBERTa don"t use segment_ids
inputs
[
"token_type_ids"
]
=
batch
[
2
]
if
args
.
model_type
in
[
"bert"
,
"xlnet"
]
else
None
# XLM and RoBERTa don"t use segment_ids
outputs
=
model
(
**
inputs
)
loss
=
outputs
[
0
]
# model outputs are always tuple in pytorch-transformers (see doc)
...
...
@@ -217,7 +217,7 @@ def evaluate(args, model, tokenizer, labels, pad_token_label_id, mode, prefix=""
"attention_mask"
:
batch
[
1
],
"labels"
:
batch
[
3
]}
if
args
.
model_type
!=
"distilbert"
:
inputs
[
"token_type_ids"
]
:
batch
[
2
]
if
args
.
model_type
in
[
"bert"
,
"xlnet"
]
else
None
# XLM and RoBERTa don"t use segment_ids
inputs
[
"token_type_ids"
]
=
batch
[
2
]
if
args
.
model_type
in
[
"bert"
,
"xlnet"
]
else
None
# XLM and RoBERTa don"t use segment_ids
outputs
=
model
(
**
inputs
)
tmp_eval_loss
,
logits
=
outputs
[:
2
]
...
...
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