Source code for modelzoo.transformers.pytorch.bert.fine_tuning.classifier.run

# Copyright 2022 Cerebras Systems.
#
# 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.

# isort: off
import os
import sys

sys.path.append(os.path.join(os.path.dirname(__file__), "../../../../../.."))
# isort: on


from modelzoo.common.run_utils.cli_pytorch import get_params_from_args


[docs]def main():

    params = get_params_from_args()
    from modelzoo.transformers.pytorch.bert.fine_tuning.classifier.utils import (
        set_defaults,
    )

    set_defaults(params)

    from modelzoo.common.pytorch.run_utils import main
    from modelzoo.transformers.pytorch.bert.fine_tuning.classifier.data import (
        eval_input_dataloader,
        train_input_dataloader,
    )
    from modelzoo.transformers.pytorch.bert.fine_tuning.classifier.model import (
        BertForSequenceClassificationModel,
    )

    main(
        params,
        BertForSequenceClassificationModel,
        train_input_dataloader,
        eval_input_dataloader,
    )


if __name__ == '__main__':
    main()