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pollfly
2024-08-11 12:31:49 +03:00
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docs/guides/frameworks/tensorflow/tensorboard_pr_curve.md
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@@ -11,7 +11,7 @@ The example script does the following:
label of each random color is associated with the normal distribution that generated it.
* Computes the probability that each color belongs to the class, using three other normal distributions.
* Generate PR curves using those probabilities.
* Creates a summary per class using [tensorboard.plugins.pr_curve.summary](https://github.com/tensorflow/tensorboard/blob/master/tensorboard/plugins/pr_curve/summary.py).
* Creates a summary per class using [`tensorboard.plugins.pr_curve.summary`](https://github.com/tensorflow/tensorboard/blob/master/tensorboard/plugins/pr_curve/summary.py).
* ClearML automatically captures TensorBoard output, TensorFlow Definitions, and output to the console.
## Plots
@@ -19,11 +19,16 @@ The example script does the following:
In the **ClearML Web UI**, the PR Curve summaries appear in the experiment's page under **PLOTS**.
* Blue PR curves
![image](../../../img/examples_tensorboard_pr_curve_01.png)
![image](../../../img/examples_tensorboard_pr_curve_01.png)
* Green PR curves
![image](../../../img/examples_tensorboard_pr_curve_02.png)
![image](../../../img/examples_tensorboard_pr_curve_02.png)
* Red PR curves
![image](../../../img/examples_tensorboard_pr_curve_03.png)
![image](../../../img/examples_tensorboard_pr_curve_03.png)
## Hyperparameters