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Edit ClearML Example (#1579)
### Description Fix capitalization of "MONAI" in notebook. ### Checks <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [x] Avoid including large-size files in the PR. - [x] Clean up long text outputs from code cells in the notebook. - [x] For security purposes, please check the contents and remove any sensitive info such as user names and private key. - [x] Ensure (1) hyperlinks and markdown anchors are working (2) use relative paths for tutorial repo files (3) put figure and graphs in the `./figure` folder --------- Signed-off-by: revital <[email protected]> Signed-off-by: Wenqi Li <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Wenqi Li <[email protected]>
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experiment_management/unet_segmentation_3d_ignite_clearml.ipynb

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"\n",
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"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Project-MONAI/tutorials/blob/main/experiment_management/unet_segmentation_3d_ignite_clearml.ipynb)\n",
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"\n",
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"This tutorial shows how to use ClearML to manage MONAI experiments. You can integrate ClearML into your code using Monai's built-in handlers: `ClearMLImageHandler`, `ClearMLStatsHandler`, and `ModelCheckpoint`.\n",
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"This tutorial shows how to use ClearML to manage MONAI experiments. You can integrate ClearML into your code using MONAI's built-in handlers: `ClearMLImageHandler`, `ClearMLStatsHandler`, and `ModelCheckpoint`.\n",
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"\n",
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"The MONAI example used here is [3D segmentation with UNet](https://github.com/Project-MONAI/tutorials/blob/main/3d_segmentation/unet_segmentation_3d_ignite.ipynb)."
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"source": [
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"## Setup environment\n",
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"\n",
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"`clearml` comes as part of the `monai[all]` installation. For more information about integrating ClearML into your Monai code, see [here](https://clear.ml/docs/latest/docs/integrations/monai). For more information about using ClearML (experiment management, data management, pipelines, model serving, and more), see [ClearML's official documentation](https://clear.ml/docs/latest/docs/)."
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"`clearml` comes as part of the `monai[all]` installation. For more information about integrating ClearML into your MONAI code, see [here](https://clear.ml/docs/latest/docs/integrations/monai). For more information about using ClearML (experiment management, data management, pipelines, model serving, and more), see [ClearML's official documentation](https://clear.ml/docs/latest/docs/)."
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"metadata": {
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"collapsed": false
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" * Sign up for free to the [ClearML Hosted Service](https://app.clear.ml/)\n",
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" * Set up your own server, see [here](https://clear.ml/docs/latest/docs/deploying_clearml/clearml_server).\n",
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"\n",
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"2. Add you ClearML credentials below. ClearML will use these credentials to connect to your server (see instructions for generating credentials [here](https://clear.ml/docs/latest/docs/getting_started/ds/ds_first_steps/#jupyter-notebook))."
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"2. Add your ClearML credentials below. ClearML will use these credentials to connect to your server (see instructions for generating credentials [here](https://clear.ml/docs/latest/docs/getting_started/ds/ds_first_steps/#jupyter-notebook))."
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"metadata": {
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"# ClearMLStatsHandler plots loss at every iteration\n",
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"# Creates a ClearML Task which logs the scalar plots\n",
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"task_name = \"UNet segmentation 3d\"\n",
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"project_name = \"Monai example\"\n",
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"project_name = \"MONAI example\"\n",
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"\n",
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"train_clearml_stats_handler = ClearMLStatsHandler(\n",
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" task_name=task_name, project_name=project_name, log_dir=log_dir, output_transform=lambda x: x\n",
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{
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"cell_type": "markdown",
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"source": [
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"![Monai ClearML Models](./../figures/monai_clearml_models.png)"
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"![MONAI ClearML Models](./../figures/monai_clearml_models.png)"
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"id": "Uya6hN7At-C6"
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{
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"cell_type": "markdown",
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"![monai_clearml_scalars.png](./../figures/monai_clearml_scalars.png)"
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"![MONAI ClearML scalars.png](./../figures/monai_clearml_scalars.png)"
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"id": "DCLhp4e2uKsd"
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"cell_type": "markdown",
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"source": [
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"![monai_clearml_debug_samples.png](./../figures/monai_clearml_debug_samples.png)"
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"![MONAI ClearML Debug Samples.png](./../figures/monai_clearml_debug_samples.png)"
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],
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"metadata": {
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"id": "AFLJauKxt-Yy"

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