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103 lines
7.2 KiB
103 lines
7.2 KiB
--- |
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comments: true |
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description: Discover Ultralytics HUB Cloud Training for easy model training. Upgrade to Pro and start training with a single click. Streamline your workflow now!. |
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keywords: Ultralytics HUB, cloud training, model training, Pro Plan, easy AI setup |
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--- |
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# Ultralytics HUB Cloud Training |
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We've listened to the high demand and widespread interest and are thrilled to unveil [Ultralytics HUB](https://www.ultralytics.com/hub) Cloud Training, offering a single-click training experience for our [Pro](./pro.md) users! |
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[Ultralytics HUB](https://www.ultralytics.com/hub) [Pro](./pro.md) users can finetune [Ultralytics HUB](https://www.ultralytics.com/hub) models on a custom dataset using our Cloud Training solution, making the model training process easy. Say goodbye to complex setups and hello to streamlined workflows with [Ultralytics HUB](https://www.ultralytics.com/hub)'s intuitive interface. |
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<p align="center"> |
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<iframe loading="lazy" width="720" height="405" src="https://www.youtube.com/embed/ie3vLUDNYZo" |
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title="YouTube video player" frameborder="0" |
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allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" |
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allowfullscreen> |
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</iframe> |
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<br> |
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<strong>Watch:</strong> New Feature 🌟 Introducing Ultralytics HUB Cloud Training |
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</p> |
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## Train Model |
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In order to train models using Ultralytics Cloud Training, you need to [upgrade](./pro.md#upgrade) to the [Pro Plan](./pro.md). |
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Follow the [Train Model](./models.md#train-model) instructions from the [Models](./models.md) page until you reach the third step ([Train](./models.md#3-train)) of the **Train Model** dialog. Once you are on this step, simply select the training duration (Epochs or Timed), the training instance, the payment method, and click the **Start Training** button. That's it! |
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??? note |
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When you are on this step, you have the option to close the **Train Model** dialog and start training your model from the Model page later. |
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Most of the times, you will use the Epochs training. The number of epochs can be adjusted on this step (if the training didn't start yet) and represents the number of times your dataset needs to go through the cycle of train, label, and test. The exact pricing based on the number of epochs is hard to determine, reason why we only allow the [Account Balance](./pro.md#account-balance) payment method. |
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!!! note |
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When using the Epochs training, your [account balance](./pro.md#account-balance) needs to be at least US$5.00 to start training. In case you have a low balance, you can top-up directly from this step. |
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!!! note |
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When using the Epochs training, the [account balance](./pro.md#account-balance) is deducted after every [epoch](https://www.ultralytics.com/glossary/epoch). |
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Also, after every epoch, we check if you have enough [account balance](./pro.md#account-balance) for the next epoch. In case you don't have enough [account balance](./pro.md#account-balance) for the next epoch, we will stop the training session, allowing you to resume training your model from the last checkpoint saved. |
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Alternatively, you can use the Timed training. This option allows you to set the training duration. In this case, we can determine the exact pricing. You can pay upfront or using your [account balance](./pro.md#account-balance). |
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If you have enough [account balance](./pro.md#account-balance), you can use the [Account Balance](./pro.md#account-balance) payment method. |
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If you don't have enough [account balance](./pro.md#account-balance), you won't be able to use the [Account Balance](./pro.md#account-balance) payment method. You can pay upfront or top-up directly from this step. |
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Before the training session starts, the initialization process spins up a dedicated instance equipped with GPU resources, which can sometimes take a while depending on the current demand and availability of GPU resources. |
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!!! note |
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The account balance is not deducted during the initialization process (before the training session starts). |
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After the training session starts, you can monitor each step of the progress. |
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If needed, you can stop the training by clicking on the **Stop Training** button. |
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!!! note |
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You can resume training your model from the last checkpoint saved. |
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<p align="center"> |
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<iframe loading="lazy" width="720" height="405" src="https://www.youtube.com/embed/H3qL8ImCSV8" |
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title="YouTube video player" frameborder="0" |
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allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" |
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allowfullscreen> |
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</iframe> |
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<br> |
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<strong>Watch:</strong> Pause and Resume Model Training Using Ultralytics HUB |
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</p> |
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!!! note |
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Unfortunately, at the moment, you can only train one model at a time using Ultralytics Cloud. |
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## Billing |
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During training or after training, you can check the cost of your model by clicking on the **Billing** tab. Furthermore, you can download the cost report by clicking on the **Download** button. |
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