| .execution_id | 5 |
| .component |
Evaluator at 0x7f3a74c12610 | .inputs | | ['examples'] |
Channel of type 'Examples' (1 artifact) at 0x7f3a76776dc0 | .type_name | Examples | | ._artifacts | | [0] |
Artifact of type 'Examples' (uri: /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/CsvExampleGen/examples/1) at 0x7f3a7850d430 | .type | <class 'tfx.types.standard_artifacts.Examples'> | | .uri | /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/CsvExampleGen/examples/1 | | .span | 0 | | .split_names | ["train", "eval"] | | .version | 0 |
|
|
| | ['model'] |
Channel of type 'Model' (1 artifact) at 0x7f3a74a88370 | .type_name | Model | | ._artifacts | | [0] |
Artifact of type 'Model' (uri: /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/Trainer/model/4) at 0x7f3a767765b0 | .type | <class 'tfx.types.standard_artifacts.Model'> | | .uri | /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/Trainer/model/4 |
|
|
| | ['schema'] |
Channel of type 'Schema' (1 artifact) at 0x7f3a74a884f0 | .type_name | Schema | | ._artifacts | | [0] |
Artifact of type 'Schema' (uri: /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/SchemaGen/schema/3) at 0x7f3a7850d0a0 | .type | <class 'tfx.types.standard_artifacts.Schema'> | | .uri | /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/SchemaGen/schema/3 |
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| | .outputs | | ['evaluation'] |
Channel of type 'ModelEvaluation' (1 artifact) at 0x7f3a74ae1640 | .type_name | ModelEvaluation | | ._artifacts | | [0] |
Artifact of type 'ModelEvaluation' (uri: /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/Evaluator/evaluation/5) at 0x7f3a74d0f220 | .type | <class 'tfx.types.standard_artifacts.ModelEvaluation'> | | .uri | /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/Evaluator/evaluation/5 |
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| | ['blessing'] |
Channel of type 'ModelBlessing' (1 artifact) at 0x7f3a74bd0f40 | .type_name | ModelBlessing | | ._artifacts | | [0] |
Artifact of type 'ModelBlessing' (uri: /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/Evaluator/blessing/5) at 0x7f3a74a88820 | .type | <class 'tfx.types.standard_artifacts.ModelBlessing'> | | .uri | /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/Evaluator/blessing/5 |
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| | .exec_properties | | ['eval_config'] | {
"metrics_specs": [
{
"metrics": [
{
"class_name": "SparseCategoricalAccuracy",
"threshold": {
"value_threshold": {
"lower_bound": 0.6
}
}
}
]
}
],
"model_specs": [
{
"label_key": "species",
"signature_name": "serving_default"
}
],
"slicing_specs": [
{}
]
} | | ['feature_slicing_spec'] | None | | ['fairness_indicator_thresholds'] | null | | ['example_splits'] | null | | ['module_file'] | None | | ['module_path'] | None |
|
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| .component.inputs | | ['examples'] |
Channel of type 'Examples' (1 artifact) at 0x7f3a76776dc0 | .type_name | Examples | | ._artifacts | | [0] |
Artifact of type 'Examples' (uri: /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/CsvExampleGen/examples/1) at 0x7f3a7850d430 | .type | <class 'tfx.types.standard_artifacts.Examples'> | | .uri | /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/CsvExampleGen/examples/1 | | .span | 0 | | .split_names | ["train", "eval"] | | .version | 0 |
|
|
| | ['model'] |
Channel of type 'Model' (1 artifact) at 0x7f3a74a88370 | .type_name | Model | | ._artifacts | | [0] |
Artifact of type 'Model' (uri: /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/Trainer/model/4) at 0x7f3a767765b0 | .type | <class 'tfx.types.standard_artifacts.Model'> | | .uri | /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/Trainer/model/4 |
|
|
| | ['schema'] |
Channel of type 'Schema' (1 artifact) at 0x7f3a74a884f0 | .type_name | Schema | | ._artifacts | | [0] |
Artifact of type 'Schema' (uri: /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/SchemaGen/schema/3) at 0x7f3a7850d0a0 | .type | <class 'tfx.types.standard_artifacts.Schema'> | | .uri | /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/SchemaGen/schema/3 |
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| .component.outputs | | ['evaluation'] |
Channel of type 'ModelEvaluation' (1 artifact) at 0x7f3a74ae1640 | .type_name | ModelEvaluation | | ._artifacts | | [0] |
Artifact of type 'ModelEvaluation' (uri: /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/Evaluator/evaluation/5) at 0x7f3a74d0f220 | .type | <class 'tfx.types.standard_artifacts.ModelEvaluation'> | | .uri | /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/Evaluator/evaluation/5 |
|
|
| | ['blessing'] |
Channel of type 'ModelBlessing' (1 artifact) at 0x7f3a74bd0f40 | .type_name | ModelBlessing | | ._artifacts | | [0] |
Artifact of type 'ModelBlessing' (uri: /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/Evaluator/blessing/5) at 0x7f3a74a88820 | .type | <class 'tfx.types.standard_artifacts.ModelBlessing'> | | .uri | /tmpfs/tmp/tfx-interactive-2023-07-28T11_11_10.063419-p4royv0g/Evaluator/blessing/5 |
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