34 lines
1.3 KiB
YAML
34 lines
1.3 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: 'Train Model - FfDL'
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description: |
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Train Machine Learning and Deep Learning Models remotely using Fabric for Deep Learning
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metadata:
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annotations: {platform: 'OpenSource'}
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inputs:
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- {name: model_def_file_path, description: 'Required. Path for model training code in object storage'}
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- {name: manifest_file_path, description: 'Required. Path for model manifest definition in object storage'}
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outputs:
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- {name: output, description: 'Model training_id'}
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implementation:
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container:
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image: docker.io/aipipeline/ffdl-train:latest
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command: ['python']
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args: [
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-u, train.py,
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--model_def_file_path, {inputValue: model_def_file_path},
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--manifest_file_path, {inputValue: manifest_file_path}
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]
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fileOutputs:
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output: /tmp/training_id.txt
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