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Update PyTorch with Tensorboard toy and Pytorch TensorboardX

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This commit is contained in:
revital
2025-03-04 08:17:53 +02:00
parent e445ea93bc
commit fe8cafc4a3
16 changed files with 14 additions and 7 deletions
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15
docs/guides/frameworks/pytorch/pytorch_tensorboardx.md
View File

@@ -18,29 +18,34 @@ The loss and accuracy metric scalar plots, along with the resource utilization p
appear in the task's page in the [web UI](../../../webapp/webapp_overview.md), under **SCALARS**.
![image](../../../img/examples_pytorch_tensorboardx_03.png)
![Scalars](../../../img/examples_pytorch_tensorboardx_03.png#light-mode-only)
![Scalars](../../../img/examples_pytorch_tensorboardx_03_dark.png#dark-mode-only)
## Hyperparameters
ClearML automatically logs command line options defined with `argparse`. They appear in **CONFIGURATION** **>**
**HYPERPARAMETERS** **>** **Args**.
![image](../../../img/examples_pytorch_tensorboardx_01.png)
![Hyperparameters](../../../img/examples_pytorch_tensorboardx_01.png#light-mode-only)
![Hyperparameters](../../../img/examples_pytorch_tensorboardx_01_dark.png#dark-mode-only)
## Log
Text printed to the console for training progress, as well as all other console output, appear in **CONSOLE**.
![image](../../../img/examples_pytorch_tensorboardx_02.png)
![Console log](../../../img/examples_pytorch_tensorboardx_02.png#light-mode-only)
![Console log](../../../img/examples_pytorch_tensorboardx_02_dark.png#dark-mode-only)
## Artifacts
Models created by the task appear in the task's **ARTIFACTS** tab. ClearML automatically logs and tracks
models and any snapshots created using PyTorch.
![image](../../../img/examples_pytorch_tensorboardx_04.png)
![Artifacts](../../../img/examples_pytorch_tensorboardx_04.png#light-mode-only)
![Artifacts](../../../img/examples_pytorch_tensorboardx_04_dark.png#dark-mode-only)
Clicking on the model name takes you to the [model's page](../../../webapp/webapp_model_viewing.md), where you can view
the model's details and access the model.
![image](../../../img/examples_pytorch_tensorboardx_model.png)
![Model details](../../../img/examples_pytorch_tensorboardx_model.png#light-mode-only)
![Model details](../../../img/examples_pytorch_tensorboardx_model_dark.png#dark-mode-only)

6
docs/guides/frameworks/pytorch/tensorboard_toy_pytorch.md
View File

@@ -11,10 +11,12 @@ associated with the `examples` project.
The debug sample images appear according to metric, in the task's **DEBUG SAMPLES** tab.
![image](../../../img/examples_tensorboard_toy_pytorch_02.png)
![Debug samples](../../../img/examples_tensorboard_toy_pytorch_02.png#light-mode-only)
![Debug samples](../../../img/examples_tensorboard_toy_pytorch_02_dark.png#dark-mode-only)
## Hyperparameters
ClearML automatically logs TensorFlow Definitions. They appear in **CONFIGURATION** **>** **HYPERPARAMETERS** **>** **TF_DEFINE**.
![image](../../../img/examples_tensorboard_toy_pytorch_00.png)
![Hyperparameters](../../../img/examples_tensorboard_toy_pytorch_00.png#light-mode-only)
![Hyperparameters](../../../img/examples_tensorboard_toy_pytorch_00_dark.png#dark-mode-only)