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allegroai / clearml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
https://clear.ml/docs
Apache License 2.0
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Using OpenVINO pre trained models with ClearML #711

Open Isharaneranjana opened 2 years ago

Isharaneranjana commented 2 years ago

Hello, I am trying to develop a pipeline with ClearML for a computer vision problem. I am using OpenVINO pre-trained models for this task. Does ClearML supports to use these models?

jkhenning commented 2 years ago

Hi @Isharaneranjana, do you like to to serve these pre-trained models and load them from your code?

Isharaneranjana commented 2 years ago

Hi, @jkhenning Yes, How can I do that?

erezalg commented 2 years ago

@Isharaneranjana,

Sorry for the slow reply :smile: just making sure, are you trying to take a pretrained model and do fine tuning \ further training and want to track the progress with ClearML? Or do you want to just take the pre-trained model (In the OpenVINO format) and just serve it (IE, create a REST endpoint that you can send data to, and receive predicitons).

If the former, I'd suggest you check this out, basically integrate ClearML SDK into your training code.

If it's the latter, I would make sure that we do support but I suggest you check and run clearml-serving that will be used for serving!