# Copyright 2018 The Google AI Language Team Authors and
# The HuggingFace Inc. team.
# Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from transformers import AlbertModel
from nemo.collections.nlp.modules.common.bert_module import BertModule
from nemo.core.classes import typecheck
__all__ = ['AlbertEncoder']
[docs]class AlbertEncoder(AlbertModel, BertModule):
"""
Wraps around the Huggingface transformers implementation repository for easy use within NeMo.
"""
[docs] @typecheck()
def forward(self, input_ids, attention_mask, token_type_ids):
res = super().forward(input_ids=input_ids, attention_mask=attention_mask, token_type_ids=token_type_ids)[0]
return res