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Olive-ai 0.6.2

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@trajepl trajepl released this 11 Jun 06:52

Workflow config

  • Support YAML files as workflow config file. #1191
  • Workflow id feature is a prerequisite for running workflow on a remote vm feature. By adding this feature #1179 :
    • Cache dir will become <cache_dir>/<workflow_id>
    • OLive config will be automatically saved to cache dir.
    • User can specify workflow_id in config file.
    • The default workflow_id is default_workflow.

Passes (optimization techniques)

  • Accept SNPE DLC model for qnn context binnary generator #1188

Data

  • Remove params_config, components/component_args. All components specific parameters are now grouped in four separate objects: #1187
    • load_dataset_config
    • pre_process_data_config
    • post_process_data_config
    • dataloader_config

Docs

  • Add olive workflow schema to doc website. This schema file can be used in IDEs when writing workflow configs. #1190