View source on GitHub
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A ProtocolMessage
Used in the notebooks
| Used in the tutorials |
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tfma.ModelSpec
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Last updated 2024-04-26 UTC.
[null,null,["Last updated 2024-04-26 UTC."],[],[],null,["# tfma.ModelSpec\n\n\u003cbr /\u003e\n\n|---------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/model-analysis/blob/v0.46.0/tensorflow_model_analysis/proto/config.proto) |\n\nA ProtocolMessage\n\n### Used in the notebooks\n\n| Used in the tutorials |\n|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| - [Better ML Engineering with ML Metadata](https://www.tensorflow.org/tfx/tutorials/mlmd/mlmd_tutorial) - [TFX Estimator Component Tutorial](https://www.tensorflow.org/tfx/tutorials/tfx/components) - [TFX Keras Component Tutorial](https://www.tensorflow.org/tfx/tutorials/tfx/components_keras) - [Model analysis using TFX Pipeline and TensorFlow Model Analysis](https://www.tensorflow.org/tfx/tutorials/tfx/penguin_tfma) |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Attributes ---------- ||\n|--------------------------------|-------------------------------------------------------|\n| `example_weight_key` | `string example_weight_key` |\n| `example_weight_keys` | `repeated ExampleWeightKeysEntry example_weight_keys` |\n| `inference_batch_size` | `int32 inference_batch_size` |\n| `is_baseline` | `bool is_baseline` |\n| `label_key` | `string label_key` |\n| `label_keys` | `repeated LabelKeysEntry label_keys` |\n| `model_type` | `string model_type` |\n| `name` | `string name` |\n| `padding_options` | `PaddingOptions padding_options` |\n| `prediction_key` | `string prediction_key` |\n| `prediction_keys` | `repeated PredictionKeysEntry prediction_keys` |\n| `preprocessing_function_names` | `repeated string preprocessing_function_names` |\n| `signature_name` | `string signature_name` |\n\n\u003cbr /\u003e\n\nChild Classes\n-------------\n\n[`class ExampleWeightKeysEntry`](../tfma/ModelSpec/ExampleWeightKeysEntry)\n\n[`class LabelKeysEntry`](../tfma/ModelSpec/LabelKeysEntry)\n\n[`class PredictionKeysEntry`](../tfma/ModelSpec/PredictionKeysEntry)"]]