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ExperimentIterationHandler -- switch to the PipelineItem for NN and BERT serialization [Remove ExperimentEngine and ExperimentHandler] #365

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nicolay-r opened this issue Jul 12, 2022 · 0 comments
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nicolay-r commented Jul 12, 2022

Reason: it allows us to adopt a single data-serialization pipeline, which may involve a variaty of PipelineItems.

Reason2: demarcate data from nn/BERT serialization setups.

  • Remove DataFolding from exp_ctx (as a result, since DataFolding is not a part of the model setups)
  • Remove ExperimentIterationHandler
  • Remove Experiment Engine
  • EvalIterationHandler to PipelineItem
  • BaseOutputConverterIterationHandler to PipelineItem
  • Perform refactoring as illustrated at the images below
  • Move data_folding and data_pipelines into pipeline context

bert_serialization_refactoring
nn_serialization_pipeline_upd

@nicolay-r nicolay-r added the enhancement New feature or request label Jul 12, 2022
@nicolay-r nicolay-r self-assigned this Jul 12, 2022
@nicolay-r nicolay-r changed the title ExperimentIterationHandler -- switch to the PipelineItem for NN and BERT serialization ExperimentIterationHandler -- switch to the PipelineItem for NN and BERT serialization ... and others Jul 14, 2022
@nicolay-r nicolay-r changed the title ExperimentIterationHandler -- switch to the PipelineItem for NN and BERT serialization ... and others ExperimentIterationHandler -- switch to the PipelineItem for NN and BERT serialization [Remove ExperimentEngine and ExperimentHandler] Jul 14, 2022
@nicolay-r nicolay-r changed the title ExperimentIterationHandler -- switch to the PipelineItem for NN and BERT serialization [Remove ExperimentEngine and ExperimentHandler] ExperimentIterationHandler -- switch to the PipelineItem for NN and BERT serialization [Remove ExperimentEngine and ExperimentHandler] Jul 14, 2022
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nicolay-r added a commit that referenced this issue Jul 14, 2022
nicolay-r added a commit that referenced this issue Jul 14, 2022
nicolay-r added a commit that referenced this issue Jul 14, 2022
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