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@@ -28,13 +28,13 @@ of the chosen metric over time.
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* Monitored Metric - Series - Metric series (variant) to track
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* Monitored Metric - Trend - Choose whether to track the monitored metric's highest or lowest values
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* **Slack Notification** (optional) - Set up Slack integration for notifications of task failure. Select the
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`Alert on completed experiments` under `Additional options` to set up alerts for task completions.
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`Alert on completed tasks` under `Additional options` to set up alerts for task completions.
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* API Token - Slack workspace access token
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* Channel Name - Slack channel to which task failure alerts will be posted
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* Alert Iteration Threshold - Minimum number of task iterations to trigger Slack alerts (tasks that fail prior to the threshold will be ignored)
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* **Additional options**
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* Track manual (non agent-run) experiments as well - Select to include in the dashboard tasks that were not executed by an agent
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* Alert on completed experiments - Select to include completed tasks in alerts: in the dashboard's Task Alerts section and in Slack Alerts.
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* Track manual (non agent-run) tasks as well - Select to include in the dashboard tasks that were not executed by an agent
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* Alert on completed tasks - Select to include completed tasks in alerts: in the dashboard's Task Alerts section and in Slack Alerts.
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* **Export Configuration** - Export the app instance configuration as a JSON file, which you can later import to create
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a new instance with the same configuration.
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@@ -50,7 +50,7 @@ of the chosen metric over time.
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Once a project dashboard instance is launched, its dashboard displays the following information about a project:
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* Task Status Summary - Percentages of Tasks by status
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* Task Type Summary - Percentages of local tasks vs. agent tasks
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* Experiments Summary - Number of tasks by status over time
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* Task Summary - Number of tasks by status over time
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* Monitoring - GPU utilization and GPU memory usage
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* Metric Monitoring - An aggregated view of the values of a metric over time
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* Project's Active Workers - Number of workers currently executing tasks in the monitored project
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@@ -56,18 +56,18 @@ limits.
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**CONFIGURATION > HYPERPARAMETERS > Hydra**).
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:::
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* **Optimization Job Title** (optional) - Name for the HPO instance. This will appear in the instance list
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* **Optimization Experiments Destination Project** (optional) - The project where optimization tasks will be saved.
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* **Optimization Tasks Destination Project** (optional) - The project where optimization tasks will be saved.
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Leave empty to use the same project as the Initial task.
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* **Maximum Concurrent Tasks** - The maximum number of simultaneously running optimization tasks
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* **Advanced Configuration** (optional)
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* Limit Total HPO Experiments - Maximum total number of optimization tasks
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* Number of Top Experiments to Save - Number of best performing tasks to save (the rest are archived)
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* Limit Single Experiment Running Time (Minutes) - Time limit per optimization task. Tasks will be
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* Limit Total HPO Tasks - Maximum total number of optimization tasks
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* Number of Top Tasks to Save - Number of best performing tasks to save (the rest are archived)
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* Limit Single Task Running Time (Minutes) - Time limit per optimization task. Tasks will be
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stopped after the specified time elapsed
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* Minimal Number of Iterations Per Single Experiment - Some search methods, such as Optuna, prune underperforming
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* Minimal Number of Iterations Per Single Task - Some search methods, such as Optuna, prune underperforming
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tasks. This is the minimum number of iterations per task before it can be stopped. Iterations are
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based on the tasks' own reporting (for example, if tasks report every epoch, then iterations=epochs)
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* Maximum Number of Iterations Per Single Experiment - Maximum iterations per task after which it will be
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* Maximum Number of Iterations Per Single Task - Maximum iterations per task after which it will be
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stopped. Iterations are based on the tasks' own reporting (for example, if tasks report every epoch,
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then iterations=epochs)
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* Limit Total Optimization Instance Time (Minutes) - Time limit for the whole optimization process (in minutes)
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