Internal change
PiperOrigin-RevId: 547346939
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@ -46,13 +46,17 @@ class BertModelSpec:
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"""
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downloaded_files: file_util.DownloadedFiles
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hparams: hp.BaseHParams = hp.BaseHParams(
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hparams: hp.BaseHParams = dataclasses.field(
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default_factory=lambda: hp.BaseHParams(
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epochs=3,
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batch_size=32,
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learning_rate=3e-5,
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distribution_strategy='mirrored')
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model_options: bert_model_options.BertModelOptions = (
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bert_model_options.BertModelOptions())
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distribution_strategy='mirrored',
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)
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)
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model_options: bert_model_options.BertModelOptions = dataclasses.field(
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default_factory=bert_model_options.BertModelOptions
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)
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do_lower_case: bool = True
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tflite_input_name: Dict[str, str] = dataclasses.field(
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default_factory=lambda: _DEFAULT_TFLITE_INPUT_NAME)
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@ -47,11 +47,14 @@ class AverageWordEmbeddingClassifierSpec:
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"""
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# `learning_rate` is unused for the average word embedding model
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hparams: hp.AverageWordEmbeddingHParams = hp.AverageWordEmbeddingHParams(
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hparams: hp.AverageWordEmbeddingHParams = dataclasses.field(
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default_factory=lambda: hp.AverageWordEmbeddingHParams(
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epochs=10, batch_size=32, learning_rate=0
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)
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model_options: mo.AverageWordEmbeddingModelOptions = (
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mo.AverageWordEmbeddingModelOptions())
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)
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model_options: mo.AverageWordEmbeddingModelOptions = dataclasses.field(
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default_factory=mo.AverageWordEmbeddingModelOptions
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)
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name: str = 'AverageWordEmbedding'
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average_word_embedding_classifier_spec = functools.partial(
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@ -66,7 +69,7 @@ class BertClassifierSpec(bert_model_spec.BertModelSpec):
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inherited from the BertModelSpec.
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"""
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hparams: hp.BertHParams = hp.BertHParams()
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hparams: hp.BertHParams = dataclasses.field(default_factory=hp.BertHParams)
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mobilebert_classifier_spec = functools.partial(
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