Merge bc103ee6ac
into 32350fef87
@ -15,25 +15,29 @@ The example script does the following:
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The scalars logged in the task can be visualized in a plot, which appears in the ClearML web UI, in the task's **SCALARS** tab.
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The scalars logged in the task can be visualized in a plot, which appears in the ClearML web UI, in the task's **SCALARS** tab.
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## Hyperparameters
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## Hyperparameters
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||||||
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||||||
ClearML automatically logs the configurations applied to LightGBM. They appear in **CONFIGURATIONS > HYPERPARAMETERS > GENERAL**.
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ClearML automatically logs the configurations applied to LightGBM. They appear in **CONFIGURATIONS > HYPERPARAMETERS > GENERAL**.
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## Artifacts
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## Artifacts
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Models created by the task appear in the task's **ARTIFACTS** tab. ClearML automatically logs and tracks
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Models created by the task appear in the task's **ARTIFACTS** tab. ClearML automatically logs and tracks
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models and any snapshots created using LightGBM.
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models and any snapshots created using LightGBM.
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## Console
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## Console
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All other console output appears in **CONSOLE**.
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All other console output appears in **CONSOLE**.
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@ -22,18 +22,23 @@ in the `examples` project (in script) or the `Colab notebooks` project (in Jupyt
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The scatter plots appear in the **ClearML Web UI**, in **PLOTS**.
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The scatter plots appear in the **ClearML Web UI**, in **PLOTS**.
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## Debug Samples
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## Debug Samples
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The images appear in **DEBUG SAMPLES**. Each debug sample image is associated with a metric.
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The images appear in **DEBUG SAMPLES**. Each debug sample image is associated with a metric.
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View the debug sample in the image viewer.
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View the debug sample in the image viewer.
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@ -17,7 +17,8 @@ The example script does the following:
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ClearML automatically logs command line options defined with `argparse`. They appear in the task's **CONFIGURATION**
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ClearML automatically logs command line options defined with `argparse`. They appear in the task's **CONFIGURATION**
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tab under **HYPERPARAMETERS** **>** **Args**.
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tab under **HYPERPARAMETERS** **>** **Args**.
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## Scalars
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## Scalars
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@ -28,7 +29,8 @@ These scalars can be visualized in plots, which appear in the ClearML [WebApp](.
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task's **SCALARS** tab.
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task's **SCALARS** tab.
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## Models
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## Models
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@ -36,7 +38,8 @@ ClearML automatically captures the model logged using the `megengine.save` metho
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View saved snapshots in the task's **ARTIFACTS** tab.
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View saved snapshots in the task's **ARTIFACTS** tab.
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To view the model details, click the model name in the **ARTIFACTS** page, which will open the model's info tab. Alternatively, download the model.
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To view the model details, click the model name in the **ARTIFACTS** page, which will open the model's info tab. Alternatively, download the model.
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@ -45,11 +48,13 @@ The model info panel contains the model details, including:
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* Framework
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* Framework
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* Snapshot locations.
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* Snapshot locations.
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## Console
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## Console
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All console output during the script's execution appears in the task's **CONSOLE** page.
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All console output during the script's execution appears in the task's **CONSOLE** page.
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@ -24,7 +24,8 @@ params = task.connect(params) # enabling configuration override by clearml
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```
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```
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The hyperparameter configurations can be viewed in the WebApp in the task's **CONFIGURATION** tab.
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The hyperparameter configurations can be viewed in the WebApp in the task's **CONFIGURATION** tab.
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## Ignite TensorboardLogger
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## Ignite TensorboardLogger
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@ -37,7 +38,8 @@ ClearML automatically captures scalars logged through `TensorboardLogger`.
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View the scalars in the task's page in the **ClearML Web UI**, in **SCALARS**.
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View the scalars in the task's page in the **ClearML Web UI**, in **SCALARS**.
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## Model Snapshots
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## Model Snapshots
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@ -46,18 +48,21 @@ ClearML automatically captures the model logged with Torch, and saves it as an a
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View saved snapshots in the task's **ARTIFACTS** tab.
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View saved snapshots in the task's **ARTIFACTS** tab.
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To view the model, in the **ARTIFACTS** tab, click the model name (or download it).
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To view the model, in the **ARTIFACTS** tab, click the model name (or download it).
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## Debug Samples
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## Debug Samples
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ClearML automatically tracks images logged to TensorboardLogger. They appear in **DEBUG SAMPLES**.
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ClearML automatically tracks images logged to TensorboardLogger. They appear in **DEBUG SAMPLES**.
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## Ignite ClearMLLogger
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## Ignite ClearMLLogger
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@ -161,15 +161,18 @@ When the code runs, the task results can be viewed in the [ClearML Web UI](../..
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View the scalars, including training and validation metrics, in the task's page in the ClearML Web UI, under
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View the scalars, including training and validation metrics, in the task's page in the ClearML Web UI, under
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**SCALARS**.
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**SCALARS**.
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### Model Snapshots
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### Model Snapshots
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View saved snapshots in the **ARTIFACTS** tab.
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View saved snapshots in the **ARTIFACTS** tab.
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To view model details, in the **ARTIFACTS** tab, click the model name (or download it).
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To view model details, in the **ARTIFACTS** tab, click the model name (or download it).
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@ -16,7 +16,8 @@ The test loss and validation loss plots appear in the task's page in the ClearML
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Resource utilization plots, which are titled **:monitor: machine**, also appear in the **SCALARS** tab. All of these
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Resource utilization plots, which are titled **:monitor: machine**, also appear in the **SCALARS** tab. All of these
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plots are automatically captured by ClearML.
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plots are automatically captured by ClearML.
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## Hyperparameters
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## Hyperparameters
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@ -24,13 +25,15 @@ plots are automatically captured by ClearML.
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ClearML automatically logs command line options defined with argparse and TensorFlow Definitions, which appear in
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ClearML automatically logs command line options defined with argparse and TensorFlow Definitions, which appear in
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**CONFIGURATIONS > HYPERPARAMETERS > Args** and **TF_DEFINE** respectively.
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**CONFIGURATIONS > HYPERPARAMETERS > Args** and **TF_DEFINE** respectively.
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## Artifacts
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## Artifacts
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||||||
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|
||||||
Models created by the task appear in the task's **ARTIFACTS** tab.
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Models created by the task appear in the task's **ARTIFACTS** tab.
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||||||
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Clicking on a model name takes you to the [model's page](../../../webapp/webapp_model_viewing.md), where you can view
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Clicking on a model name takes you to the [model's page](../../../webapp/webapp_model_viewing.md), where you can view
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the model's details and access the model.
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the model's details and access the model.
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@ -39,5 +42,6 @@ the model's details and access the model.
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All other console output appears in **CONSOLE**.
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All other console output appears in **CONSOLE**.
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@ -15,4 +15,5 @@ The example does the following:
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The learning curve plots appear in the **ClearML web UI** under **PLOTS**.
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The learning curve plots appear in the **ClearML web UI** under **PLOTS**.
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@ -222,20 +222,23 @@ ClearML pipeline page: https://app.clear.ml/pipelines/462f48dba7b441ffb34bddb783
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The pipeline run's page contains the pipeline's structure, the execution status of every step, as well as the run's
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The pipeline run's page contains the pipeline's structure, the execution status of every step, as well as the run's
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configuration parameters and output.
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configuration parameters and output.
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||||||
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||||||

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||||||
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To view a run's complete information, click **Full details** on the bottom of the **Run Info** panel, which will open
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To view a run's complete information, click **Full details** on the bottom of the **Run Info** panel, which will open
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the pipeline's [controller task page](../../webapp/webapp_exp_track_visual.md).
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the pipeline's [controller task page](../../webapp/webapp_exp_track_visual.md).
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Click a step to see its summary information.
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Click a step to see its summary information.
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||||||
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||||||
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|
||||||
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### Console
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### Console
|
||||||
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||||||
Click **DETAILS** to view a log of the pipeline controller's console output.
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Click **DETAILS** to view a log of the pipeline controller's console output.
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||||||
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||||||

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||||||
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||||||
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||||||
Click on a step to view its console output.
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Click on a step to view its console output.
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||||||
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||||||
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@ -87,22 +87,26 @@ ClearML pipeline page: https://app.clear.ml/pipelines/462f48dba7b441ffb34bddb783
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|||||||
The pipeline run's page contains the pipeline's structure, the execution status of every step, as well as the run's
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The pipeline run's page contains the pipeline's structure, the execution status of every step, as well as the run's
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||||||
configuration parameters and output.
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configuration parameters and output.
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||||||
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||||||

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||||||
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|
||||||
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||||||
To view a run's complete information, click **Full details** on the bottom of the **Run Info** panel, which will open the
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To view a run's complete information, click **Full details** on the bottom of the **Run Info** panel, which will open the
|
||||||
pipeline's [controller task page](../../webapp/webapp_exp_track_visual.md).
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pipeline's [controller task page](../../webapp/webapp_exp_track_visual.md).
|
||||||
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||||||
Click a step to see an overview of its details.
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Click a step to see an overview of its details.
|
||||||
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||||||

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||||||
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|
||||||
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||||||
## Console and Code
|
## Console and Code
|
||||||
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|
||||||
Click **DETAILS** to view a log of the pipeline controller's console output.
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Click **DETAILS** to view a log of the pipeline controller's console output.
|
||||||
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||||||

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|
||||||
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|
||||||
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|
||||||
Click on a step to view its console output. You can also view the selected step's code by clicking **CODE**
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Click on a step to view its console output. You can also view the selected step's code by clicking **CODE**
|
||||||
on top of the console log.
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on top of the console log.
|
||||||
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@ -116,22 +116,26 @@ ClearML pipeline page: https://app.clear.ml/pipelines/462f48dba7b441ffb34bddb783
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The pipeline run's page contains the pipeline's structure, the execution status of every step, as well as the run's
|
The pipeline run's page contains the pipeline's structure, the execution status of every step, as well as the run's
|
||||||
configuration parameters and output.
|
configuration parameters and output.
|
||||||
|
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||||||

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|
||||||
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|
||||||
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|
||||||
To view a run's complete information, click **Full details** on the bottom of the **Run Info** panel, which will open the
|
To view a run's complete information, click **Full details** on the bottom of the **Run Info** panel, which will open the
|
||||||
pipeline's [controller task page](../../webapp/webapp_exp_track_visual.md).
|
pipeline's [controller task page](../../webapp/webapp_exp_track_visual.md).
|
||||||
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|
||||||
Click a step to see an overview of its details.
|
Click a step to see an overview of its details.
|
||||||
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|
||||||

|

|
||||||
|

|
||||||
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|
||||||
## Console and Code
|
### Console and Code
|
||||||
|
|
||||||
Click **DETAILS** to view a log of the pipeline controller's console output.
|
Click **DETAILS** to view a log of the pipeline controller's console output.
|
||||||
|
|
||||||

|

|
||||||
|

|
||||||
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|
||||||
Click on a step to view its console output. You can also view the selected step's code by clicking **CODE**
|
Click on a step to view its console output. You can also view the selected step's code by clicking **CODE**
|
||||||
on top of the console log.
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on top of the console log.
|
||||||
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|
||||||

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|
||||||
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|
||||||
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@ -10,13 +10,16 @@ example demonstrates using ClearML to log plots and images generated by Matplotl
|
|||||||
The Matplotlib and Seaborn plots reported using [`Logger.report_matplotlib_figure()`](../../references/sdk/logger.md#report_matplotlib_figure)
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The Matplotlib and Seaborn plots reported using [`Logger.report_matplotlib_figure()`](../../references/sdk/logger.md#report_matplotlib_figure)
|
||||||
appear in the task's **PLOTS** tab.
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appear in the task's **PLOTS** tab.
|
||||||
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||||||

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|
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||||||
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|
||||||
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|
||||||
## Debug Samples
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## Debug Samples
|
||||||
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|
||||||
Matplotlib figures can be logged as images by using [`Logger.report_matplotlib_figure()`](../../references/sdk/logger.md#report_matplotlib_figure),
|
Matplotlib figures can be logged as images by using [`Logger.report_matplotlib_figure()`](../../references/sdk/logger.md#report_matplotlib_figure),
|
||||||
and passing `report_image=True`. The images are displayed in the task's **DEBUG SAMPLES**.
|
and passing `report_image=True`. The images are displayed in the task's **DEBUG SAMPLES**.
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||||||
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||||||

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||||||
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@ -132,13 +132,14 @@ All the task information that ClearML captures can be viewed in the [WebApp](../
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View saved model snapshots in the **ARTIFACTS** tab.
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View saved model snapshots in the **ARTIFACTS** tab.
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### Scalars
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### Scalars
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View the scalars in the task's **SCALARS** tab.
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View the scalars in the task's **SCALARS** tab.
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### Debug Samples
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### Debug Samples
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@ -146,5 +147,6 @@ View the scalars in the task's **SCALARS** tab.
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ClearML automatically tracks images logged to `TensorboardLogger`. They appear in the task's **DEBUG SAMPLES**.
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ClearML automatically tracks images logged to `TensorboardLogger`. They appear in the task's **DEBUG SAMPLES**.
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@ -28,7 +28,8 @@ This will create a ClearML Task that captures:
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View captured Matplotlib plots and images in the [WebApp](../webapp/webapp_exp_track_visual.md),
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View captured Matplotlib plots and images in the [WebApp](../webapp/webapp_exp_track_visual.md),
|
||||||
in the task's **Plots** and **Debug Samples** tabs respectively.
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in the task's **Plots** and **Debug Samples** tabs respectively.
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||||||

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## Automatic Logging Control
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## Automatic Logging Control
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||||||
By default, when ClearML is integrated into your script, it captures all of your matplotlib visualizations.
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By default, when ClearML is integrated into your script, it captures all of your matplotlib visualizations.
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||||||
@ -67,12 +68,14 @@ plt.show()
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||||||
The logged figure is displayed in the task's **Plots** tab.
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The logged figure is displayed in the task's **Plots** tab.
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||||||
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||||||

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||||||
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||||||
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||||||
Matplotlib figures can be logged as images by passing `report_image=True` to `Logger.report_matplotlib_figure()`.
|
Matplotlib figures can be logged as images by passing `report_image=True` to `Logger.report_matplotlib_figure()`.
|
||||||
View the images in the task's **DEBUG SAMPLES** tab.
|
View the images in the task's **DEBUG SAMPLES** tab.
|
||||||
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|
||||||

|

|
||||||
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|
||||||
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||||||
See [Manual Matplotlib Reporting](../guides/reporting/manual_matplotlib_reporting.md) example.
|
See [Manual Matplotlib Reporting](../guides/reporting/manual_matplotlib_reporting.md) example.
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||||||
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||||||
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@ -31,7 +31,8 @@ And that's it! This creates a [ClearML Task](../fundamentals/task.md) which capt
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|||||||
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||||||
You can view all the task details in the [WebApp](../webapp/webapp_overview.md).
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You can view all the task details in the [WebApp](../webapp/webapp_overview.md).
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||||||
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||||||

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||||||
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||||||
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||||||
See an example of PyTorch Lightning and ClearML in action [here](../guides/frameworks/pytorch_lightning/pytorch_lightning_example.md).
|
See an example of PyTorch Lightning and ClearML in action [here](../guides/frameworks/pytorch_lightning/pytorch_lightning_example.md).
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