2021-05-13 23:48:51 +00:00
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---
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title: TensorBoard Toy
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---
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The [tensorboard_toy.py](https://github.com/allegroai/clearml/blob/master/examples/frameworks/tensorflow/tensorboard_toy.py)
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example demonstrates ClearML's automatic logging of TensorBoard scalars, histograms, images, and text, as well as
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all other console output and TensorFlow Definitions.
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2022-01-30 10:54:40 +00:00
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When the script runs, it creates an experiment named `tensorboard toy example` in the `examples`
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project.
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## Scalars
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2022-05-22 07:27:30 +00:00
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The `tf.summary.scalar` output appears in the ClearML web UI, in the experiment's
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**SCALARS**. Resource utilization plots, which are titled **:monitor: machine**, also appear in the **SCALARS** tab.
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## Plots
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2022-05-22 07:27:30 +00:00
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The `tf.summary.histogram` output appears in **PLOTS**.
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2021-09-09 10:17:46 +00:00
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## Debug Samples
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2022-05-22 07:27:30 +00:00
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ClearML automatically tracks images and text output to TensorFlow. They appear in **DEBUG SAMPLES**.
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## Hyperparameters
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2023-01-12 10:49:55 +00:00
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ClearML automatically logs TensorFlow Definitions. They appear in **CONFIGURATION** **>** **HYPERPARAMETERS** **>**
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**TF_DEFINE**.
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