.component |
Trainer at 0x7f20b3f93d30 .inputs | ['examples'] |
Channel of type 'Examples' (1 artifact) at 0x7f20bc84fee0 .type_name | Examples | ._artifacts | [0] |
Artifact of type 'Examples' (uri: /tmpfs/tmp/tfx-interactive-2023-10-03T09_15_37.313254-ro4_raev/Transform/transformed_examples/8) at 0x7f20bc84f490 .type | <class 'tfx.types.standard_artifacts.Examples'> | .uri | /tmpfs/tmp/tfx-interactive-2023-10-03T09_15_37.313254-ro4_raev/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 0x7f20bc84f1c0 .type_name | TransformGraph | ._artifacts | [0] |
Artifact of type 'TransformGraph' (uri: /tmpfs/tmp/tfx-interactive-2023-10-03T09_15_37.313254-ro4_raev/Transform/transform_graph/8) at 0x7f20bc84f250 .type | <class 'tfx.types.standard_artifacts.TransformGraph'> | .uri | /tmpfs/tmp/tfx-interactive-2023-10-03T09_15_37.313254-ro4_raev/Transform/transform_graph/8 |
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| ['schema'] |
Channel of type 'Schema' (1 artifact) at 0x7f20bc84f1f0 .type_name | Schema | ._artifacts | [0] |
Artifact of type 'Schema' (uri: /tmpfs/tmp/tfx-interactive-2023-10-03T09_15_37.313254-ro4_raev/Transform/post_transform_schema/8) at 0x7f20bc84f160 .type | <class 'tfx.types.standard_artifacts.Schema'> | .uri | /tmpfs/tmp/tfx-interactive-2023-10-03T09_15_37.313254-ro4_raev/Transform/post_transform_schema/8 |
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| .outputs | ['model'] |
Channel of type 'Model' (1 artifact) at 0x7f20bc873fd0 .type_name | Model | ._artifacts | [0] |
Artifact of type 'Model' (uri: /tmpfs/tmp/tfx-interactive-2023-10-03T09_15_37.313254-ro4_raev/Trainer/model/9) at 0x7f20bcb3d6d0 .type | <class 'tfx.types.standard_artifacts.Model'> | .uri | /tmpfs/tmp/tfx-interactive-2023-10-03T09_15_37.313254-ro4_raev/Trainer/model/9 |
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| ['model_run'] |
Channel of type 'ModelRun' (1 artifact) at 0x7f20bc873880 .type_name | ModelRun | ._artifacts | [0] |
Artifact of type 'ModelRun' (uri: /tmpfs/tmp/tfx-interactive-2023-10-03T09_15_37.313254-ro4_raev/Trainer/model_run/9) at 0x7f20bcc66a90 .type | <class 'tfx.types.standard_artifacts.ModelRun'> | .uri | /tmpfs/tmp/tfx-interactive-2023-10-03T09_15_37.313254-ro4_raev/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:2023-10-03T09:17:10.175929"}, "producer_component": {"string_value": "Transform"}, "tfx_version": {"string_value": "1.14.0"}}, "id": "12", "name": "post_transform_schema:2023-10-03T09:17:10.175929", "state": "LIVE", "type_id": "18", "uri": "/tmpfs/tmp/tfx-interactive-2023-10-03T09_15_37.313254-ro4_raev/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:2023-10-03T09:17:10.175929"}, "producer_component": {"string_value": "Transform"}, "tfx_version": {"string_value": "1.14.0"}}, "id": "8", "name": "transformed_examples:2023-10-03T09:17:10.175929", "properties": {"split_names": {"string_value": "[\"eval\", \"train\"]"}}, "state": "LIVE", "type_id": "14", "uri": "/tmpfs/tmp/tfx-interactive-2023-10-03T09_15_37.313254-ro4_raev/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:2023-10-03T09:17:23.150949"}, "producer_component": {"string_value": "Transform"}, "tfx_version": {"string_value": "1.14.0"}}, "id": "16", "name": "transformed_examples:2023-10-03T09:17:23.150949", "properties": {"split_names": {"string_value": "[\"eval\", \"train\"]"}}, "state": "LIVE", "type_id": "14", "uri": "/tmpfs/tmp/tfx-interactive-2023-10-03T09_15_37.313254-ro4_raev/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:2023-10-03T09:17:23.150949"}, "producer_component": {"string_value": "Transform"}, "tfx_version": {"string_value": "1.14.0"}}, "id": "20", "name": "post_transform_schema:2023-10-03T09:17:23.150949", "state": "LIVE", "type_id": "18", "uri": "/tmpfs/tmp/tfx-interactive-2023-10-03T09_15_37.313254-ro4_raev/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-2023-10-03T09_15_37.313254-ro4_raev/_wheels/tfx_user_code_Trainer-0.0+4c202258fc2c517eea8b489d39d665ef0cf758328d1dec40e9e9f405bfb5b918-py3-none-any.whl |
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