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

# Copyright 2022 Cerebras Systems.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
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#     http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing, software
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import os


[docs]def set_defaults(params, mode=None): for section in ["train_input", "eval_input"]: for key in ["vocab_file"]: if params.get(section, {}).get(key): params[section][key] = os.path.abspath(params[section][key]) params["model"]["layer_norm_epsilon"] = params["model"].get( "layer_norm_epsilon", 1.0e-5 ) data_processor = params["train_input"]["data_processor"] params["model"]["is_mnli_dataset"] = "MNLI" in data_processor params["model"]["use_bfloat16"] = params["model"].get("use_bfloat16", False) params["optimizer"]["log_summaries"] = params["optimizer"].get( "log_summaries", False )