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colab notebook training #369

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omumbare7 opened this issue Aug 30, 2023 · 4 comments
Closed
1 task done

colab notebook training #369

omumbare7 opened this issue Aug 30, 2023 · 4 comments
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question A HUB question that does not involve a bug

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@omumbare7
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does the colab notebook training (through ultralytics hub) keep working even if i shutdown my PC?

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@omumbare7 omumbare7 added the question A HUB question that does not involve a bug label Aug 30, 2023
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👋 Hello @omumbare7, thank you for raising an issue about Ultralytics HUB 🚀! Please visit our HUB Docs to learn more:

  • Quickstart. Start training and deploying YOLO models with HUB in seconds.
  • Datasets: Preparing and Uploading. Learn how to prepare and upload your datasets to HUB in YOLO format.
  • Projects: Creating and Managing. Group your models into projects for improved organization.
  • Models: Training and Exporting. Train YOLOv5 and YOLOv8 models on your custom datasets and export them to various formats for deployment.
  • Integrations. Explore different integration options for your trained models, such as TensorFlow, ONNX, OpenVINO, CoreML, and PaddlePaddle.
  • Ultralytics HUB App. Learn about the Ultralytics App for iOS and Android, which allows you to run models directly on your mobile device.
    • iOS. Learn about YOLO CoreML models accelerated on Apple's Neural Engine on iPhones and iPads.
    • Android. Explore TFLite acceleration on mobile devices.
  • Inference API. Understand how to use the Inference API for running your trained models in the cloud to generate predictions.

If this is a 🐛 Bug Report, please provide screenshots and steps to reproduce your problem to help us get started working on a fix.

If this is a ❓ Question, please provide as much information as possible, including dataset, model, environment details etc. so that we might provide the most helpful response.

We try to respond to all issues as promptly as possible. Thank you for your patience!

@kalenmike
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@omumbare7 This will depend on your Colab plan. Google Colab may shutdown if not in use. The free Colab plan will timeout if there is no interaction within x minutes.

@kalenmike kalenmike self-assigned this Aug 30, 2023
@omumbare7
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i just found out and i absolutely love the fact that ultralytics hub lets you have checkpoints on epochs, so that even if you are disconnected you can start training again from the last checkpoint, this feature is an absolute time and resource saver

@UltralyticsAssistant
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@omumbare7 hello, I'm glad to hear you are finding the checkpointing feature useful! It is indeed a valuable feature the team at Ultralytics has developed, making sure your training process is as resilient as possible. Your encouraging words mean a lot to us, and we are happy to know that the features are making a difference. Please remember that while we continue to develop and refine Ultralytics HUB, the credit also goes to the vibrant YOLO and Ultralytics communities that always provide constructive feedback. Don't hesitate to share any other thoughts you have or problems you encounter. Thank you!

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