| .component |
Trainer at 0x7f302c5f7820 | .inputs | | ['examples'] |
Channel of type 'Examples' (1 artifact) at 0x7f3241221850 | .type_name | Examples | | ._artifacts | | [0] |
Artifact of type 'Examples' (uri: /tmpfs/tmp/tfx-interactive-2024-05-08T09_58_28.906690-q9pdz5m4/Transform/transformed_examples/8) at 0x7f310e85a400 | .type | <class 'tfx.types.standard_artifacts.Examples'> | | .uri | /tmpfs/tmp/tfx-interactive-2024-05-08T09_58_28.906690-q9pdz5m4/Transform/transformed_examples/8 | | .span | 0 | | .split_names | ["eval", "train"] | | .version | 0 |
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| | ['transform_graph'] |
Channel of type 'TransformGraph' (1 artifact) at 0x7f3241221eb0 | .type_name | TransformGraph | | ._artifacts | | [0] |
Artifact of type 'TransformGraph' (uri: /tmpfs/tmp/tfx-interactive-2024-05-08T09_58_28.906690-q9pdz5m4/Transform/transform_graph/8) at 0x7f3255adb3a0 | .type | <class 'tfx.types.standard_artifacts.TransformGraph'> | | .uri | /tmpfs/tmp/tfx-interactive-2024-05-08T09_58_28.906690-q9pdz5m4/Transform/transform_graph/8 |
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| | ['schema'] |
Channel of type 'Schema' (1 artifact) at 0x7f3241221d90 | .type_name | Schema | | ._artifacts | | [0] |
Artifact of type 'Schema' (uri: /tmpfs/tmp/tfx-interactive-2024-05-08T09_58_28.906690-q9pdz5m4/Transform/post_transform_schema/8) at 0x7f31140309d0 | .type | <class 'tfx.types.standard_artifacts.Schema'> | | .uri | /tmpfs/tmp/tfx-interactive-2024-05-08T09_58_28.906690-q9pdz5m4/Transform/post_transform_schema/8 |
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| | .outputs | | ['model'] |
Channel of type 'Model' (1 artifact) at 0x7f302c5f79d0 | .type_name | Model | | ._artifacts | | [0] |
Artifact of type 'Model' (uri: /tmpfs/tmp/tfx-interactive-2024-05-08T09_58_28.906690-q9pdz5m4/Trainer/model/9) at 0x7f3114030220 | .type | <class 'tfx.types.standard_artifacts.Model'> | | .uri | /tmpfs/tmp/tfx-interactive-2024-05-08T09_58_28.906690-q9pdz5m4/Trainer/model/9 |
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| | ['model_run'] |
Channel of type 'ModelRun' (1 artifact) at 0x7f302c5f7190 | .type_name | ModelRun | | ._artifacts | | [0] |
Artifact of type 'ModelRun' (uri: /tmpfs/tmp/tfx-interactive-2024-05-08T09_58_28.906690-q9pdz5m4/Trainer/model_run/9) at 0x7f31140304c0 | .type | <class 'tfx.types.standard_artifacts.ModelRun'> | | .uri | /tmpfs/tmp/tfx-interactive-2024-05-08T09_58_28.906690-q9pdz5m4/Trainer/model_run/9 |
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| | .exec_properties | | ['train_args'] | {
"num_steps": 500
} | | ['eval_args'] | {
"num_steps": 10
} | | ['module_file'] | None | | ['run_fn'] | None | | ['trainer_fn'] | None | | ['custom_config'] | {"epochs": 5, "movie_schema": {"__class__": "OutputChannel", "__module__": "tfx.types.channel", "__tfx_object_type__": "jsonable", "additional_custom_properties": {}, "additional_properties": {}, "artifacts": [{"__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "Schema", "artifact": {"custom_properties": {"name": {"string_value": "post_transform_schema:2024-05-08T10:00:07.247622"}, "producer_component": {"string_value": "Transform"}, "tfx_version": {"string_value": "1.15.0"}}, "id": "12", "name": "post_transform_schema:2024-05-08T10:00:07.247622", "state": "LIVE", "type_id": "18", "uri": "/tmpfs/tmp/tfx-interactive-2024-05-08T09_58_28.906690-q9pdz5m4/Transform/post_transform_schema/7"}, "artifact_type": {"id": "18", "name": "Schema"}}], "output_key": "post_transform_schema", "producer_component_id": "Transform", "type": {"name": "Schema"}}, "movies": {"__class__": "OutputChannel", "__module__": "tfx.types.channel", "__tfx_object_type__": "jsonable", "additional_custom_properties": {}, "additional_properties": {}, "artifacts": [{"__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "Examples", "artifact": {"custom_properties": {"name": {"string_value": "transformed_examples:2024-05-08T10:00:07.247622"}, "producer_component": {"string_value": "Transform"}, "tfx_version": {"string_value": "1.15.0"}}, "id": "8", "name": "transformed_examples:2024-05-08T10:00:07.247622", "properties": {"split_names": {"string_value": "[\"eval\", \"train\"]"}}, "state": "LIVE", "type_id": "14", "uri": "/tmpfs/tmp/tfx-interactive-2024-05-08T09_58_28.906690-q9pdz5m4/Transform/transformed_examples/7"}, "artifact_type": {"base_type": "DATASET", "id": "14", "name": "Examples", "properties": {"span": "INT", "split_names": "STRING", "version": "INT"}}}], "output_key": "transformed_examples", "producer_component_id": "Transform", "type": {"base_type": "DATASET", "name": "Examples", "properties": {"span": "INT", "split_names": "STRING", "version": "INT"}}}, "ratings": {"__class__": "OutputChannel", "__module__": "tfx.types.channel", "__tfx_object_type__": "jsonable", "additional_custom_properties": {}, "additional_properties": {}, "artifacts": [{"__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "Examples", "artifact": {"custom_properties": {"name": {"string_value": "transformed_examples:2024-05-08T10:00:21.296257"}, "producer_component": {"string_value": "Transform"}, "tfx_version": {"string_value": "1.15.0"}}, "id": "16", "name": "transformed_examples:2024-05-08T10:00:21.296257", "properties": {"split_names": {"string_value": "[\"eval\", \"train\"]"}}, "state": "LIVE", "type_id": "14", "uri": "/tmpfs/tmp/tfx-interactive-2024-05-08T09_58_28.906690-q9pdz5m4/Transform/transformed_examples/8"}, "artifact_type": {"base_type": "DATASET", "id": "14", "name": "Examples", "properties": {"span": "INT", "split_names": "STRING", "version": "INT"}}}], "output_key": "transformed_examples", "producer_component_id": "Transform", "type": {"base_type": "DATASET", "name": "Examples", "properties": {"span": "INT", "split_names": "STRING", "version": "INT"}}}, "ratings_schema": {"__class__": "OutputChannel", "__module__": "tfx.types.channel", "__tfx_object_type__": "jsonable", "additional_custom_properties": {}, "additional_properties": {}, "artifacts": [{"__artifact_class_module__": "tfx.types.standard_artifacts", "__artifact_class_name__": "Schema", "artifact": {"custom_properties": {"name": {"string_value": "post_transform_schema:2024-05-08T10:00:21.296257"}, "producer_component": {"string_value": "Transform"}, "tfx_version": {"string_value": "1.15.0"}}, "id": "20", "name": "post_transform_schema:2024-05-08T10:00:21.296257", "state": "LIVE", "type_id": "18", "uri": "/tmpfs/tmp/tfx-interactive-2024-05-08T09_58_28.906690-q9pdz5m4/Transform/post_transform_schema/8"}, "artifact_type": {"id": "18", "name": "Schema"}}], "output_key": "post_transform_schema", "producer_component_id": "Transform", "type": {"name": "Schema"}}} | | ['module_path'] | trainer_module@/tmpfs/tmp/tfx-interactive-2024-05-08T09_58_28.906690-q9pdz5m4/_wheels/tfx_user_code_Trainer-0.0+4c202258fc2c517eea8b489d39d665ef0cf758328d1dec40e9e9f405bfb5b918-py3-none-any.whl |
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