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https://github.com/clearml/clearml-docs
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Update documentation (#193)
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@@ -191,7 +191,7 @@ Compare debug samples at any iteration to verify that an experiment is running a
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first. Use the viewer / player to inspect images, audio, video samples and do any of the following:
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* Move to the same sample in a different iteration (move the iteration slider).
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* Show the next or previous iteration's sample.
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* Download the file <img src="/docs/latest/icons/ico-download-json.svg" alt="Download" className="icon size-md space-sm" />.
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* Download the file <img src="/docs/latest/icons/ico-download.svg" alt="Download" className="icon size-md space-sm" />.
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* Zoom.
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* View the sample's iteration number, width, height, and coordinates.
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@@ -220,7 +220,7 @@ first. Use the viewer / player to inspect images, audio, video samples and do an
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1. Do any of the following:
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* Move to the same sample in another iteration - Move the slider, or click **<** (previous) or **>** (next).
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* Download the file - Click <img src="/docs/latest/icons/ico-download-json.svg" alt="Download" className="icon size-md space-sm" />.
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* Download the file - Click <img src="/docs/latest/icons/ico-download.svg" alt="Download" className="icon size-md space-sm" />.
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* Zoom
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* For images, locate a position on the sample - Hover over the sample and the X, Y coordinates appear in the legend below the sample.
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@@ -38,11 +38,18 @@ The experiments table default and customizable columns are described in the foll
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## Customizing the Experiments Table
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The experiments table can be customized by:
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* Showing / hiding default columns
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* Adding metrics and hyperparameters
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* Sorting
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* Filtering
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Customize the table using any of the following:
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* Dynamic column order - Drag a column title to a different position.
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* Resize columns - Drag the column separator to change the width of that column. Double click the column separator for
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automatic fit.
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* Changing table columns
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* Show / hide columns - Click <img src="/docs/latest/icons/ico-settings.svg" alt="Setting Gear" className="icon size-md" />
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**>** mark or clear the checkboxes of columns to show or hide.
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* Add custom columns - Click **+ METRICS** or **+ HYPER PARAMETERS** to add metric / hyperparameter columns to the
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main column list. Added columns are by default displayed in the table. You can remove the custom columns from the
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main column list or the column addition windows.
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* [Filter columns](#filtering-columns)
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* Sort columns - According to metrics and hyperparameters, type of experiment, experiment name, start and last update elapsed time, and last iteration.
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Use experiments table customization for various use cases, including:
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@@ -114,16 +121,6 @@ in the top right corner of the table.
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### Using Other Customization Features
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**To use other customization features:**
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* Show / hide columns - Click <img src="/docs/latest/icons/ico-settings.svg" alt="Setting Gear" className="icon size-md" /> **>** select or clear the checkboxes of columns to show or hide.
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* Sort columns - According to metrics and hyperparameters, type of experiment, experiment name, start and last update elapsed time, and last iteration.
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* Dynamic column ordering - Drag a column title to a different position.
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* Column resizing - In the column heading, drag to a new size.
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* Column autofit - In the column heading, double click a column separator.
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## Experiment Actions
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The following table describes the actions that can be done from the experiments table, including the [states](../fundamentals/task.md#task-states)
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@@ -136,6 +133,7 @@ that allow each operation.
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| View a worker | If an experiment is *Running*, view resource utilization, worker details, and queues to which a worker is listening. | *Running* | None |
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| Share | For **ClearML Hosted Service** users only, [share](webapp_exp_sharing.md) an experiment and its model with a **ClearML Hosted Service** user in another workspace. | Any state | None |
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| Archive | To more easily work with active experiments, move an experiment to the archive. See [Archiving](webapp_archiving.md). | Any state | None |
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| Restore |Action available in the archive. Restore a Dataview to the active Dataviews table.| Any State | None |
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| Enqueue | Add an experiment to a queue for a worker or workers (listening to the queue) to execute. | *Draft* | *Pending* |
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| Dequeue | Remove an experiment from a queue. | *Pending* | *Draft* |
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| Reset | Delete the log and output from a previous run of an experiment (for example, before rerunning it). | *Completed*, *Aborted*, or *Failed* | *Draft* |
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@@ -445,7 +445,8 @@ These controls allow you to better analyze the results. Hover over a plot, and t
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| <img src="/docs/latest/icons/ico-compare-data.svg" alt="Compare data icon" className="icon size-sm space-sm" /> | Compare data on hover. Click <img src="/docs/latest/icons/ico-compare-data.svg" alt="Compare data icon" className="icon size-sm space-sm" /> and then hover over the plot. |
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| <img src="/docs/latest/icons/ico-logarithmic-view.svg" alt="Logarithmic view icon" className="icon size-sm space-sm" /> | Switch to logarithmic view. |
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| <img src="/docs/latest/icons/ico-ico-graph-legend.svg" alt="Graph legend icon" className="icon size-sm space-sm" /> | Hide / show the legend. |
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| <img src="/docs/latest/icons/ico-download-json.svg" alt="Download JSON icon" className="icon size-sm space-sm" /> | To get metric data for further analysis, download plot data to JSON file. |
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| <img src="/docs/latest/icons/ico-download-json-plot.svg" alt="Download JSON icon" className="icon size-sm space-sm" /> | Download plot data as a JSON file. |
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| <img src="/docs/latest/icons/ico-download-csv.svg" alt="Download CSV icon" className="icon size-sm space-sm" /> | Download plot data as a CSV file. |
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| <img src="/docs/latest/icons/ico-maximize.svg" alt="Maximize plot icon" className="icon size-sm space-sm" /> | Expand plot to entire window. When used with scalar graphs, full screen mode displays plots with all data points, as opposed to an averaged plot |
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| <img src="/docs/latest/icons/ico-reset.svg" alt="Refresh" className="icon size-sm space-sm" /> | Refresh scalar graphs in full screen mode to update it |
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@@ -1,25 +0,0 @@
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---
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title: Modifying Models
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---
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In the models table, modify models that have a status of *Draft* (status *Published* is read-only). Modify the model
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configuration and label enumeration.
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## Model Configuration
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**To edit the model configuration:**
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* In the **MODELS** tab, click a model **>** **NETWORK** **>** Hover over **MODEL CONFIGURATION** **>** **CLEAR**
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(to delete the design) or **EDIT** **>** If editing, an editor textbox appears **>** edit **>** **OK**.
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### Label Enumeration
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For each class, label enumeration contains the class name (key) and value.
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**To add, change, or delete label enumeration classes:**
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* In the **MODELS** tab, click a model **>** **LABELS** **>** Hover over **LABELS** **>** **EDIT** **>** **+**, edit a
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key or value, or <img src="/docs/latest/icons/ico-trash.svg" alt="Trash" className="icon size-sm space-sm" /> (delete) **>** **SAVE**.
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@@ -13,31 +13,36 @@ The models table contains the following columns:
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| Column | Description | Type |
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|---|---|---|
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| **FRAMEWORK** | The model framework. The list includes all frameworks, including custom frameworks. | Default |
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| **NAME** | Model name. | Default |
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| **TAGS** | User-defined labels added to models for grouping and organization. | Default |
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| **STATUS** | The status of the model, which can be *Draft* (editable) or *Published* (read-only). | Default |
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| **PROJECT** | The project with which the model is associated.| Default |
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| **USER** | The user who ran the experiment that created the model, or the user who imported the model.| Default |
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| **TASK** | The experiment (Task) name that created the model. | Default |
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| **UPDATED** | Elapsed time since the model was updated. Hover over the elapsed time to view the date and time.| Default |
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| **DESCRIPTION** | The model description. | Default (hidden) |
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| **FRAMEWORK** | The model framework. The list includes all frameworks, including custom frameworks. | String |
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| **NAME** | Model name. | String |
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| **TAGS** | User-defined labels added to models for grouping and organization. | Tag |
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| **STATUS** | The status of the model, which can be *Draft* (editable) or *Published* (read-only). | String |
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| **PROJECT** | The project with which the model is associated.| String |
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| **USER** | The user who ran the experiment that created the model, or the user who imported the model.| String |
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| **TASK** | The experiment (Task) name that created the model. | String |
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| **UPDATED** | Elapsed time since the model was updated. Hover over the elapsed time to view the date and time.| Date-time |
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| **DESCRIPTION** | The model description (not shown by default). | String |
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| *Metadata*| User defined metadata key column. Available options depend upon the models in the table. | String |
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## Customizing the Models Table
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The models table is customizable. Changes are persistent (cached in the browser) and represented in the URL, so customized settings
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can be saved in a browser bookmark and shared with other **ClearML** users to collaborate.
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can be saved in a browser bookmark and shared with other ClearML users to collaborate.
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Customize any combination of the following:
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Customize the table using any of the following:
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* Dynamic column ordering - Drag a column title to a different position.
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* Show / hide columns - Click <img src="/docs/latest/icons/ico-settings.svg" alt="Setting Gear" className="icon size-md" />
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**>** select or clear the checkboxes of columns to show or hide.
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* Filter columns - Type of experiment, experiment status (state), user
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* Sort columns - Metrics and hyperparameters, type of experiment, experiment name, start and last update elapsed time, and last iteration.
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* Column autofit - In the column heading, double click a resizer (column separator).
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* Dynamic column order - Drag a column title to a different position.
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* Resize columns - Drag the column separator to change the width of that column. Double click the column separator for
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automatic fit.
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* Changing table columns
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* Show / hide columns - Click <img src="/docs/latest/icons/ico-settings.svg" alt="Setting Gear" className="icon size-md" />
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**>** mark or clear the checkboxes of columns to show or hide.
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* Add custom columns - Click **+ ADD CUSTOM METADATA COLUMN** to add metadata columns to the main column list. Added
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columns are by default displayed in the table. You can remove the metadata columns from the main column list or the
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column addition window.
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* Filter columns - By ML framework, tags, user
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* Sort columns - By metadata, ML framework, description, and last update elapsed time.
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:::note
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The following models-table customizations are saved on a **per project** basis:
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@@ -61,6 +66,7 @@ allow each feature. Model states are *Draft* (editable) and *Published* (read-on
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| View details | Model details include general information, the model configuration, and label enumeration. Click a model, and the info panel slides open. | Any state |
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| Publish | Publish a model to prevent changes to it. *Published* models are read-only. If a model is Published, its experiment also becomes Published (read-only). | *Draft* |
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| Archive | To more easily work with active models, move a model to the archive. See [Archiving](webapp_archiving.md). | Any state |
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| Restore | Action available in the archive. Restore a Dataview to the active Dataviews table. | Any state |
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| Tags | Tag models with color-coded labels to assist in organizing work. See [tagging models](#tagging-models). | Any state |
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| Download | Download a model. The file format depends upon the framework. | *Published* |
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| Move to project | To organize work and improve collaboration, move a model to another project. | Any state |
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@@ -1,27 +1,64 @@
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---
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title: Viewing Model Details
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title: Model Details
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---
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In the models table, click on a model to view its general information, configuration, and label enumeration.
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In the models table, click on a model to view and / or modify the following:
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* General model information
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* Model configuration
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* Model label enumeration
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* Model metadata
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Models in *Draft* status are editable, so you can modify their configuration, label enumeration, and metadata.
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*Published* models are read-only, so only their metadata can be modified.
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## General Model Information
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General information includes:
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The **GENERAL** tab lists the model's General information including:
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* Model URL
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* Model checkpoints (snapshots)
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* Framework
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* Creating experiment (experiment that stored the model in the **ClearML Server**)
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* ML Framework
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* Creating experiment (ClearML experiment that generated the model)
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* Description (click to edit)
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If a model is a local file, it is downloadable. If a model is in another type of storage location, the URL can be copied to the clipboard.
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If the model is stored in a network location, it can be downloaded by clicking the model URL. If the model was stored on
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the local machine you can copy its URL to manually access it.
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## Model Configuration
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The **NETWORK** tab displays the model's configuration.
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Hover over the model configuration area to access the following actions:
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* <img src="/docs/latest/icons/ico-search.svg" alt="Magnifying glass" className="icon size-sm space-sm" /> Search
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* <img src="/docs/latest/icons/ico-copy-to-clipboard.svg" alt="Copy" className="icon size-sm space-sm" /> Copy configuration
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* <img src="/docs/latest/icons/ico-trash.svg" alt="Trash" className="icon size-sm space-sm" />CLEAR (for Draft models) - Delete the configuration
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* EDIT (for Draft models) - Modify / Add model configuration
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## Label Enumeration
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For each class, label enumeration contains the class name (key) and value.
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The **Label Enumeration** tab displays for each class label (“Label”) its name and enumerated value (“ID”).
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To modify / add / delete class labels (for Draft models), hover over the label table, then click EDIT. This opens the
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label editing window.
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## Metadata
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The **METADATA** tab lists the model's metadata entries, which consist of a key, type, and value.
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To modify / add / delete model metadata items, hover over Metadata, then click EDIT. This opens the Metadata editing
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window.
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@@ -60,7 +60,7 @@ In the **Web App Cloud Access** section, enter the following credentials:
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Multiple workspaces is only available on the ClearML Hosted Service
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:::
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ClearML Hosted Service users can be member of multiple workspaces, which are listed under **WORKSPACES**.
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ClearML Hosted Service users can be members of multiple workspaces, which are listed under **WORKSPACE**.
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To switch to another workspace, click on the **SWITCH TO WORKSPACE** button next to the name of the workspace you want
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to switch to.
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@@ -76,10 +76,14 @@ You can create credentials for any workspace that you are a member of.
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**To create ClearML credentials:**
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1. In **WORKSPACES**, expand the desired workspace's panel (self-deployed ClearML Server users have one workspace)
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1. In **WORKSPACE**, expand the desired workspace's panel (self-deployed ClearML Server users have one workspace)
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1. In **App Credentials**, click **+ Create new credentials**. A dialog pops up with the new credentials formatted as a
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ready-to-copy configuration file section (including server configuration information)
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1. In **App Credentials**, click **+ Create new credentials**
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1. In the dialog that pops up, you can input a label for the new credentials
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The dialog displays new credentials, formatted as a ready-to-copy configuration file section (including server configuration
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information).
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@@ -110,7 +114,7 @@ in that workspace. You can rejoin the workspace only if you are re-invited.
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**To leave a workspace:**
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1. In **WORKSPACES**, expand the desired workspace's panel
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1. In **WORKSPACE**, expand the desired workspace's panel
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1. In **Members** **>** Click **LEAVE WORKSPACE**.
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@@ -66,17 +66,26 @@ Optimize worker use by monitoring worker utilization in the **Workers** tab.
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## Queue Management
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In the **Queues** tab, do any of the following:
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The **Queues** tab lets you manage your queues and their contents:
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* Create a queue - Click **+ NEW QUEUE** (top right) **>** Type a queue name **>** **CREATE**.
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* Do any of the following by right-clicking a queue in the queues list (lower right):
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* Delete a queue - Click **Delete**.
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* Rename a queue - Click **RENAME** > Type a queue name **>** **RENAME**, or click **DELETE**.
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* Create a queue - Click **+ NEW QUEUE** (top right)
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* Right-click on a queue in the queues list to modify the queue:
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* Delete - Delete the queue. Any pending tasks will be dequeued.
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* Rename - Change the queue’s name
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* Clear - Remove all pending tasks from the queue
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* Custom action - The ClearML Enterprise Server provides a mechanism to define your own custom actions, which will
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appear in the context menu. See [Custom UI Context Menu Actions](../deploying_clearml/clearml_server_config.md#custom-ui-context-menu-actions).
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* Do any of the following by right-clicking an experiment in a queue's **EXPERIMENTS** tab (lower right):
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* Reorder experiments in a queue - Drag an experiment to a new position in the queue, or click <img src="/docs/latest/icons/ico-dots-v-menu.svg" alt="Menu button" className="icon size-md space-sm" />
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(menu) and then select **Move to top** or **Move to bottom**.
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* Move to a new queue - Click <img src="/docs/latest/icons/ico-dots-v-menu.svg" alt="Menu button" className="icon size-md space-sm" /> (menu) **>** **Move to queue...** **>** Select a queue **>** **ENQUEUE**.
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* Remove an experiment - Click <img src="/docs/latest/icons/ico-dots-v-menu.svg" alt="Menu button" className="icon size-md space-sm" /> (menu) **>** **Move to queue...** **>** Select a queue **>** **ENQUEUE**.
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appear in the context menu. See [Custom UI Context Menu Actions](../deploying_clearml/clearml_server_config.md#custom-ui-context-menu-actions)
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* Click on a queue to select it and see its task and worker information. Click on a
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task’s menu button <img src="/docs/latest/icons/ico-dots-v-menu.svg" alt="Menu button" className="icon size-md space-sm" />
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in the **EXPERIMENTS** tab to reorganize your queue.
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* Move a task to the top or bottom of the queue
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* Move the task to a different queue
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* Dequeue the task
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You can also reorder experiments in a queue by dragging an experiment to a new position in the queue
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Reference in New Issue
Block a user