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fix bug unimo fp16 infer error #4166

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Merged
merged 4 commits into from
Dec 20, 2022
Merged

fix bug unimo fp16 infer error #4166

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01d8868
fix bug
westfish Dec 20, 2022
00ece2e
update fix
westfish Dec 20, 2022
9e0984b
update unimo infer with summarization
westfish Dec 20, 2022
778a55e
Merge branch 'develop' into bug-fix-unimo-infer
westfish Dec 20, 2022
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20 changes: 9 additions & 11 deletions examples/question_generation/unimo-text/export_model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -12,16 +12,14 @@
# See the License for the specific language governing permissions and
# limitations under the License.

import os
import argparse
import os
from pprint import pprint

import paddle

from pprint import pprint

from paddlenlp.transformers import UNIMOLMHeadModel, UNIMOTokenizer
from paddlenlp.ops import FasterUNIMOText

from paddlenlp.transformers import UNIMOLMHeadModel, UNIMOTokenizer
from paddlenlp.utils.log import logger


Expand Down Expand Up @@ -65,24 +63,24 @@ def do_predict(args):
unimo_text,
input_spec=[
# input_ids
paddle.static.InputSpec(shape=[None, None], dtype="int64"),
paddle.static.InputSpec(shape=[None, None], dtype="int32"),
# token_type_ids
paddle.static.InputSpec(shape=[None, None], dtype="int64"),
paddle.static.InputSpec(shape=[None, None], dtype="int32"),
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这里有个问题是，windows默认的numpy是int64，这里的改动是不是对windows的部署有影响？

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更新后的修改只对attention mask进行了精度变换，其他部分仍是64

# attention_mask
paddle.static.InputSpec(shape=[None, 1, None, None],
dtype="float64"),
dtype="float32"),
# seq_len
paddle.static.InputSpec(shape=[None], dtype="int64"),
paddle.static.InputSpec(shape=[None], dtype="int32"),
args.max_dec_len,
args.min_dec_len,
args.topk,
args.topp,
args.num_beams, # num_beams. Used for beam_search.
args.num_beams, # num_beams. Used for beam_search.
args.decoding_strategy,
tokenizer.cls_token_id, # cls/bos
tokenizer.mask_token_id, # mask/eos
tokenizer.pad_token_id, # pad
args.diversity_rate, # diversity rate. Used for beam search.
args.diversity_rate, # diversity rate. Used for beam search.
args.temperature,
args.num_return_sequences,
args.length_penalty,
Expand Down