Integration Test for Public Release

[ML-TANGO]

Schedule for Integreation Test and Public Release

• 2022.10.18: Invidual member container implementaion for core Rest API
• 2022.10.25: Integration test with project manager container and other member containers for workflow integration

Refer to following documents in Wiki

• TANGO Architecture
• Container Port Map
• Exchanging Data among Containers
• Rest API

Please use replies to this issue for questions, suggestions and other opinions.

To Do

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Proejct Manager (ETRI Hongsoog Kim, Teslasystem)

• status_report() REST AP implementaion
• shared volume preparation
• Hyunwoo Cho's COCO dataset pre-install at shared/dataset/coco
• Target Management, auto listing targets when project configuration
• Dataset Management, auto listing targets when project configuration
• Project Workflow Configuration
• project_info.yaml generation at shared\project\<user_id>\<project_id>
• Project Workflow Processing: start memeber containers in ordere defined in Project Workflow Configuration

Labelling Tool (Weda)

• start(), stop() REST AP implementaion
• status_report() calling after its task completion
• dataset.yaml generation

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Base Model Select: BMS (GT)

• start(), stop() REST AP implementaion
• status_report() calling after its task completion
• BMS result (basemodel.yaml) generation at shared\project\<user_id>\<project_id>

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Visualization (HIU)

• start(), stop() REST AP implementaion
• status_report() calling after its task completion
• Visualization result (model_x.json) generation at shared\project\<user_id>\<project_id>

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AutoNN

Backbone NAS (KU??, CAJU??)

• start(), stop() REST AP implementaion
• status_report() calling after its task completion
• Backone NAS result (neural_net_info.yaml, best.onnx, best.pt, model.py) generation at shared\project\<user_id>\<project_id>

Neck NAS (ETRI)

• start(), stop() REST AP implementaion
• status_report() calling after its task completion
• Neck NAS result (neural_net_info.yaml, best.onnx, best.pt, model.py) generation at shared\project\<user_id>\<project_id>

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Code Gen

• start(), stop() REST AP implementaion
• status_report() calling after its task completion
• Code Gen result (deployment.yaml, ) generation at shared\project\<user_id>\<project_id>

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Deployment

Cloud Deployment (???)

• start(), stop() REST AP implementaion
• status_report() calling after its task completion
• Deployment into Clound (AWS, GCP, NaverCloud) or On-Premise Cloud

OnDvice Deployment (ERI KyungHee Lee, LabelUp)

• start(), stop() REST AP implementaion
• status_report() calling after its task completion
• OnDevice Deployment result (nn_model.zip) generation at shared\project\<user_id>\<project_id>