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pollfly
2023-12-03 14:27:46 +02:00
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docs/webapp/webapp_exp_comparing.md
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@@ -3,7 +3,7 @@ title: Comparing Experiments
---
The ClearML Web UI provides features for comparing experiments, allowing to locate, visualize, and analyze the
differences in experiments’ results and their causes. You can view the differences in:
differences in experiments' results and their causes. You can view the differences in:
* [Details](#side-by-side-textual-comparison) - Compare experiment source code, package versions, models, configuration
objects, and other details.
* Hyperparameters
@@ -87,7 +87,7 @@ navigate between search results.
### Tabular Scalar Comparison
The **Scalars** tab **Values** view lays out the experiments’ metric values in a table: a row per metric/variant and a
The **Scalars** tab **Values** view lays out the experiments' metric values in a table: a row per metric/variant and a
column for each experiment. Select from the dropdown menu which metric values to display:
* Last Values: The last reported values for each experiment
* Min Values: The minimal value reported throughout the experiment execution
@@ -101,7 +101,7 @@ Switch on the **Show row extremes** toggle to highlight each variant's maximum a
### Parallel Coordinates Mode
The **Hyperparameters** tab's **Parallel Coordinates** comparison shows experiments’ hyperparameter impact on a specific metric.
The **Hyperparameters** tab's **Parallel Coordinates** comparison shows experiments' hyperparameter impact on a specific metric.
**To compare by metric:**
1. Under **Performance Metric**, select a metric to compare for
@@ -122,7 +122,7 @@ To focus on a specific experiment, hover over its name in the graph legend.
To hide an experiment, click its name in the graph legend (click again to bring back).
### Plot Comparison
The **Scalars** (Graph view) and **Plots** tabs compare experiments’ plots.
The **Scalars** (Graph view) and **Plots** tabs compare experiments' plots.
The **Scalars** tab displays scalar values as time series line charts. The **Plots** tab compares the last reported
iteration sample of each metric/variant combination per compared experiment.