39 lines
1.7 KiB
YAML
39 lines
1.7 KiB
YAML
# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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name: 'Store model - Watson Machine Learning'
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description: |
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Store and persistent trained model on Watson Machine Learning.
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metadata:
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annotations: {platform: 'IBM Watson Machine Learning'}
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inputs:
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- {name: run_uid, description: 'Required. UID for the Watson Machine Learning training-runs'}
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- {name: model_name, description: 'Required. Model Name to store on Watson Machine Learning'}
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- {name: framework, description: 'ML/DL Model Framework', default: 'tensorflow'}
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- {name: framework_version, description: 'Model Framework version', default: '1.15'}
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- {name: runtime_version, description: 'Model Code runtime version', default: '3.6'}
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outputs:
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- {name: model_uid, description: 'UID for the stored model on Watson Machine Learning'}
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implementation:
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container:
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image: docker.io/aipipeline/wml-store:latest
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command: ['python3']
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args: [
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-u, /app/wml-store.py,
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--run-uid, {inputValue: run_uid},
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--model-name, {inputValue: model_name},
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--framework, {inputValue: framework},
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--framework-version, {inputValue: framework_version},
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--runtime-version, {inputValue: runtime_version},
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--output-model-uid-path, {outputPath: model_uid}
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]
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