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Edit Task Hyperparameters section (#751)
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@ -109,12 +109,14 @@ All parameters and configuration objects appear in the **CONFIGURATION** tab.
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### Hyperparameters
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### Hyperparameters
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Hyperparameters are grouped by their type and appear in **CONFIGURATION** **>** **HYPERPARAMETERS**.
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Hyperparameters are grouped by their type and appear in **CONFIGURATION** **>** **HYPERPARAMETERS**. Once an experiment
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is run and stored in ClearML Server, any of these hyperparameters can be [modified](webapp_exp_tuning.md#modifying-experiments).
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#### Command Line Arguments
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#### Command Line Arguments
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The **Args** parameter group shows automatically logged `argparse` arguments, and all older experiments parameters, except
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The **Args** group shows automatically logged argument parser parameters (e.g. `argparse`, `click`, `hydra`). Hover over
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TensorFlow Definitions. Hover over a parameter, and the type, description, and default value appear, if they were provided.
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<img src="/docs/latest/icons/ico-description" alt="Description" className="icon size-md" /> (menu) on a
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parameter's line, and the type, description, and default value appear, if they were provided.
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![Command line arguments configuration group](../img/webapp_tracking_22.png)
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![Command line arguments configuration group](../img/webapp_tracking_22.png)
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@ -126,8 +128,9 @@ If the `CLEARML_LOG_ENVIRONMENT` variable was set, the **Environment** group wil
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#### Custom Parameter Groups
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#### Custom Parameter Groups
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Custom parameter groups show parameter dictionaries if the parameters were connected to the Task, using the `Task.connect` method,
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Custom parameter groups show parameter dictionaries if the parameters were connected to the Task, using the
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with a `name` argument provided.
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[`Task.connect()`](../references/sdk/task.md#connect) with a `name` argument provided. `General` is the default section
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if a name is not provided.
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![Custom parameters group](../img/webapp_tracking_25.png)
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![Custom parameters group](../img/webapp_tracking_25.png)
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@ -137,8 +140,6 @@ The **TF_DEFINE** parameter group shows automatic TensorFlow logging.
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![TF_DEFINE parameter group](../img/webapp_tracking_26.png)
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![TF_DEFINE parameter group](../img/webapp_tracking_26.png)
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Once an experiment is run and stored in ClearML Server, any of these hyperparameters can be [modified](webapp_exp_tuning.md#modifying-experiments).
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### User Properties
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### User Properties
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User properties allow to store any descriptive information in a key-value pair format. They are editable in any experiment,
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User properties allow to store any descriptive information in a key-value pair format. They are editable in any experiment,
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@ -110,17 +110,15 @@ on the ClearML Configuration Reference page).
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Add, change, or delete hyperparameters, which are organized in the **ClearML Web UI** in the following sections:
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Add, change, or delete hyperparameters, which are organized in the **ClearML Web UI** in the following sections:
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* **Args** - Command line arguments and all older experiments parameters, except TensorFlow definitions (logged from code,
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* **Args** - Automatically logged argument parser parameters (e.g. `argparse`, `click`, `hydra`).
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`argparse` argument automatic logging).
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* **TF_DEFINE** - TensorFlow definitions (from code, TF_DEFINEs automatic logging).
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* **TF_DEFINE** - TensorFlow definitions (from code, TF_DEFINEs automatic logging).
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* **General** - Parameter dictionaries (from code, connected to the Task by calling the [Task.connect](../references/sdk/task.md#connect)
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* **General** - Parameter dictionaries (from code, connected to the Task by calling [`Task.connect()`](../references/sdk/task.md#connect)).
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method).
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* Environment variables - Tracked if the `CLEARML_LOG_ENVIRONMENT` environment variable was set (see this [FAQ](../faq.md#track-env-vars)).
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* Environment variables - Tracked if the `CLEARML_LOG_ENVIRONMENT` environment variable was set (see this [FAQ](../faq.md#track-env-vars)).
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* Custom named parameter groups (see the `name` parameter in [Task.connect](../references/sdk/task.md#connect)).
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* Custom named parameter groups (see the `name` parameter in [`Task.connect`](../references/sdk/task.md#connect)).
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**To add, change, or delete hyperparameters:**
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**To add, change, or delete hyperparameters:**
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@ -1,3 +1,3 @@
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24">
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<path d="M2,17v-2h5v2H2ZM2,13v-2h20v2H2ZM2,9v-2h12v2H2Z" fill="#8492c2"/>
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</svg>
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</svg>
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