| .component |
Evaluator at 0x7faabc230790 | .inputs | | ['examples'] |
Channel of type 'Examples' (1 artifact) at 0x7faad4550820 | .type_name | Examples | | ._artifacts | | [0] |
Artifact of type 'Examples' (uri: /tmpfs/tmp/tfx-interactive-2024-08-02T09_25_22.884962-abik3cle/CsvExampleGen/examples/1) at 0x7fac1c3a6070 | .type | <class 'tfx.types.standard_artifacts.Examples'> | | .uri | /tmpfs/tmp/tfx-interactive-2024-08-02T09_25_22.884962-abik3cle/CsvExampleGen/examples/1 | | .span | 0 | | .split_names | ["train", "eval"] | | .version | 0 |
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| | ['model'] |
Channel of type 'Model' (1 artifact) at 0x7fa9c41525b0 | .type_name | Model | | ._artifacts | | [0] |
Artifact of type 'Model' (uri: /tmpfs/tmp/tfx-interactive-2024-08-02T09_25_22.884962-abik3cle/Trainer/model/6) at 0x7fa9c41524f0 | .type | <class 'tfx.types.standard_artifacts.Model'> | | .uri | /tmpfs/tmp/tfx-interactive-2024-08-02T09_25_22.884962-abik3cle/Trainer/model/6 |
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| | ['baseline_model'] |
Channel of type 'Model' (0 artifacts) at 0x7faad452ac70 | .type_name | Model | | ._artifacts | [] |
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| | .outputs | | ['evaluation'] |
Channel of type 'ModelEvaluation' (1 artifact) at 0x7fa9d00edd60 | .type_name | ModelEvaluation | | ._artifacts | | [0] |
Artifact of type 'ModelEvaluation' (uri: /tmpfs/tmp/tfx-interactive-2024-08-02T09_25_22.884962-abik3cle/Evaluator/evaluation/8) at 0x7faad452aa30 | .type | <class 'tfx.types.standard_artifacts.ModelEvaluation'> | | .uri | /tmpfs/tmp/tfx-interactive-2024-08-02T09_25_22.884962-abik3cle/Evaluator/evaluation/8 |
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| | ['blessing'] |
Channel of type 'ModelBlessing' (1 artifact) at 0x7fa9d00ed520 | .type_name | ModelBlessing | | ._artifacts | | [0] |
Artifact of type 'ModelBlessing' (uri: /tmpfs/tmp/tfx-interactive-2024-08-02T09_25_22.884962-abik3cle/Evaluator/blessing/8) at 0x7fa9c417f820 | .type | <class 'tfx.types.standard_artifacts.ModelBlessing'> | | .uri | /tmpfs/tmp/tfx-interactive-2024-08-02T09_25_22.884962-abik3cle/Evaluator/blessing/8 |
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| | .exec_properties | | ['eval_config'] | {
"metrics_specs": [
{
"metrics": [
{
"class_name": "ExampleCount"
},
{
"class_name": "BinaryAccuracy",
"threshold": {
"change_threshold": {
"absolute": -1e-10,
"direction": "HIGHER_IS_BETTER"
},
"value_threshold": {
"lower_bound": 0.5
}
}
}
]
}
],
"model_specs": [
{
"label_key": "tips",
"preprocessing_function_names": [
"transform_features"
],
"signature_name": "serving_default"
}
],
"slicing_specs": [
{},
{
"feature_keys": [
"trip_start_hour"
]
}
]
} | | ['feature_slicing_spec'] | None | | ['fairness_indicator_thresholds'] | null | | ['example_splits'] | null | | ['module_file'] | None | | ['module_path'] | None |
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