From 814328c6e8d2581d190cde1d50dfd3c260e4cc99 Mon Sep 17 00:00:00 2001 From: pollfly <75068813+pollfly@users.noreply.github.com> Date: Thu, 22 Jun 2023 16:08:26 +0300 Subject: [PATCH] Refactor integrations section (#600) --- docs/getting_started/ds/ds_second_steps.md | 4 +- .../autokeras/integration_autokeras.md | 3 +- docs/guides/frameworks/catboost/catboost.md | 1 + .../fastai/fastai_with_tensorboard.md | 1 + .../frameworks/keras/keras_tensorboard.md | 3 +- .../frameworks/lightgbm/lightgbm_example.md | 1 + .../matplotlib/matplotlib_example.md | 1 + .../frameworks/megengine/megengine_mnist.md | 1 + .../frameworks/pytorch/pytorch_mnist.md | 3 +- .../frameworks/pytorch/pytorch_tensorboard.md | 3 +- .../integration_pytorch_ignite.md | 1 + .../pytorch_ignite/pytorch_ignite_mnist.md | 1 + .../pytorch_lightning_example.md | 1 + .../scikit-learn/sklearn_joblib_example.md | 3 +- .../frameworks/tensorboardx/tensorboardx.md | 3 +- .../tensorflow/integration_keras_tuner.md | 3 +- .../frameworks/tensorflow/tensorflow_mnist.md | 3 +- .../frameworks/xgboost/xgboost_metrics.md | 3 +- docs/img/integrations_click_configs.png | Bin 0 -> 31161 bytes docs/img/integrations_fire_params.png | Bin 0 -> 44672 bytes docs/img/integrations_hydra_configs.png | Bin 0 -> 55530 bytes docs/img/integrations_seaborn_plots.png | Bin 0 -> 104806 bytes docs/img/itegration_openmmlab_scalars.png | Bin 0 -> 61781 bytes docs/integrations/click.md | 45 +++++++++++++++ docs/integrations/hydra.md | 52 ++++++++++++++++++ docs/integrations/libraries.md | 38 ------------- docs/integrations/openmmv.md | 44 +++++++++++++++ docs/integrations/optuna.md | 44 +++++++++++++++ docs/integrations/python_fire.md | 28 ++++++++++ docs/integrations/seaborn.md | 20 +++++++ sidebars.js | 15 ++++- 31 files changed, 276 insertions(+), 49 deletions(-) create mode 100644 docs/img/integrations_click_configs.png create mode 100644 docs/img/integrations_fire_params.png create mode 100644 docs/img/integrations_hydra_configs.png create mode 100644 docs/img/integrations_seaborn_plots.png create mode 100644 docs/img/itegration_openmmlab_scalars.png create mode 100644 docs/integrations/click.md create mode 100644 docs/integrations/hydra.md delete mode 100644 docs/integrations/libraries.md create mode 100644 docs/integrations/openmmv.md create mode 100644 docs/integrations/optuna.md create mode 100644 docs/integrations/python_fire.md create mode 100644 docs/integrations/seaborn.md diff --git a/docs/getting_started/ds/ds_second_steps.md b/docs/getting_started/ds/ds_second_steps.md index 16c8e253..ddfa2616 100644 --- a/docs/getting_started/ds/ds_second_steps.md +++ b/docs/getting_started/ds/ds_second_steps.md @@ -180,7 +180,9 @@ or check these pages out: - Develop on remote machines with [ClearML Session](../../apps/clearml_session.md) - Structure your work and put it into [Pipelines](../../pipelines/pipelines.md) - Improve your experiments with [Hyperparameter Optimization](../../fundamentals/hpo.md) -- Check out ClearML's integrations to [external libraries](../../integrations/libraries.md). +- Check out ClearML's integrations with your favorite ML frameworks like [TensorFlow](../../guides/frameworks/tensorflow/tensorflow_mnist.md), + [PyTorch](../../guides/frameworks/pytorch/pytorch_mnist.md), [Keras](../../guides/frameworks/keras/keras_tensorboard.md), + and more ## YouTube Playlist diff --git a/docs/guides/frameworks/autokeras/integration_autokeras.md b/docs/guides/frameworks/autokeras/integration_autokeras.md index c4d2304d..666e94c8 100644 --- a/docs/guides/frameworks/autokeras/integration_autokeras.md +++ b/docs/guides/frameworks/autokeras/integration_autokeras.md @@ -1,5 +1,6 @@ --- -title: AutoKeras Integration +title: AutoKeras +displayed_sidebar: mainSidebar --- Integrate ClearML into code that uses [autokeras](https://github.com/keras-team/autokeras). Initialize a ClearML Task in a code, and ClearML automatically logs scalars, plots, and images reported to TensorBoard, Matplotlib, Plotly, diff --git a/docs/guides/frameworks/catboost/catboost.md b/docs/guides/frameworks/catboost/catboost.md index 05c26f84..497e65f5 100644 --- a/docs/guides/frameworks/catboost/catboost.md +++ b/docs/guides/frameworks/catboost/catboost.md @@ -1,5 +1,6 @@ --- title: CatBoost +displayed_sidebar: mainSidebar --- The [catboost_example.py](https://github.com/allegroai/clearml/blob/master/examples/frameworks/catboost/catboost_example.py) diff --git a/docs/guides/frameworks/fastai/fastai_with_tensorboard.md b/docs/guides/frameworks/fastai/fastai_with_tensorboard.md index 039097b0..2d87a589 100644 --- a/docs/guides/frameworks/fastai/fastai_with_tensorboard.md +++ b/docs/guides/frameworks/fastai/fastai_with_tensorboard.md @@ -1,5 +1,6 @@ --- title: FastAI +displayed_sidebar: mainSidebar --- The [fastai_with_tensorboard_example.py](https://github.com/allegroai/clearml/blob/master/examples/frameworks/fastai/legacy/fastai_with_tensorboard_example.py) example demonstrates the integration of ClearML into code that uses FastAI v1 and TensorBoard. diff --git a/docs/guides/frameworks/keras/keras_tensorboard.md b/docs/guides/frameworks/keras/keras_tensorboard.md index 0e5c7ae1..83989f8c 100644 --- a/docs/guides/frameworks/keras/keras_tensorboard.md +++ b/docs/guides/frameworks/keras/keras_tensorboard.md @@ -1,5 +1,6 @@ --- -title: Keras with TensorBoard +title: Keras +displayed_sidebar: mainSidebar --- The example below demonstrates the integration of ClearML into code which uses Keras and TensorBoard. diff --git a/docs/guides/frameworks/lightgbm/lightgbm_example.md b/docs/guides/frameworks/lightgbm/lightgbm_example.md index 6b262fd3..d78c3eb5 100644 --- a/docs/guides/frameworks/lightgbm/lightgbm_example.md +++ b/docs/guides/frameworks/lightgbm/lightgbm_example.md @@ -1,5 +1,6 @@ --- title: LightGBM +displayed_sidebar: mainSidebar --- The [lightgbm_example](https://github.com/allegroai/clearml/blob/master/examples/frameworks/lightgbm/lightgbm_example.py) diff --git a/docs/guides/frameworks/matplotlib/matplotlib_example.md b/docs/guides/frameworks/matplotlib/matplotlib_example.md index ea10958a..5cd852ff 100644 --- a/docs/guides/frameworks/matplotlib/matplotlib_example.md +++ b/docs/guides/frameworks/matplotlib/matplotlib_example.md @@ -1,5 +1,6 @@ --- title: Matplotlib +displayed_sidebar: mainSidebar --- The example below demonstrates integrating ClearML into code that uses `matplotlib` to plot scatter diagrams, and diff --git a/docs/guides/frameworks/megengine/megengine_mnist.md b/docs/guides/frameworks/megengine/megengine_mnist.md index 7a9601f5..ebb4bf2e 100644 --- a/docs/guides/frameworks/megengine/megengine_mnist.md +++ b/docs/guides/frameworks/megengine/megengine_mnist.md @@ -1,5 +1,6 @@ --- title: MegEngine +displayed_sidebar: mainSidebar --- The [megengine_mnist.py](https://github.com/allegroai/clearml/blob/master/examples/frameworks/megengine/megengine_mnist.py) diff --git a/docs/guides/frameworks/pytorch/pytorch_mnist.md b/docs/guides/frameworks/pytorch/pytorch_mnist.md index d2825d8d..a5326240 100644 --- a/docs/guides/frameworks/pytorch/pytorch_mnist.md +++ b/docs/guides/frameworks/pytorch/pytorch_mnist.md @@ -1,5 +1,6 @@ --- -title: PyTorch MNIST +title: PyTorch +displayed_sidebar: mainSidebar --- The [pytorch_mnist.py](https://github.com/allegroai/clearml/blob/master/examples/frameworks/pytorch/pytorch_mnist.py) example diff --git a/docs/guides/frameworks/pytorch/pytorch_tensorboard.md b/docs/guides/frameworks/pytorch/pytorch_tensorboard.md index 9eb1f5c6..19079283 100644 --- a/docs/guides/frameworks/pytorch/pytorch_tensorboard.md +++ b/docs/guides/frameworks/pytorch/pytorch_tensorboard.md @@ -1,5 +1,6 @@ --- -title: PyTorch with TensorBoard +title: TensorBoard +displayed_sidebar: mainSidebar --- The [pytorch_tensorboard.py](https://github.com/allegroai/clearml/blob/master/examples/frameworks/pytorch/pytorch_tensorboard.py) diff --git a/docs/guides/frameworks/pytorch_ignite/integration_pytorch_ignite.md b/docs/guides/frameworks/pytorch_ignite/integration_pytorch_ignite.md index 1726a97e..69d54a94 100644 --- a/docs/guides/frameworks/pytorch_ignite/integration_pytorch_ignite.md +++ b/docs/guides/frameworks/pytorch_ignite/integration_pytorch_ignite.md @@ -1,5 +1,6 @@ --- title: PyTorch Ignite TensorboardLogger +displayed_sidebar: mainSidebar --- The [cifar_ignite.py](https://github.com/allegroai/clearml/blob/master/examples/frameworks/ignite/cifar_ignite.py) example diff --git a/docs/guides/frameworks/pytorch_ignite/pytorch_ignite_mnist.md b/docs/guides/frameworks/pytorch_ignite/pytorch_ignite_mnist.md index ea6aab2f..adc39cad 100644 --- a/docs/guides/frameworks/pytorch_ignite/pytorch_ignite_mnist.md +++ b/docs/guides/frameworks/pytorch_ignite/pytorch_ignite_mnist.md @@ -1,5 +1,6 @@ --- title: PyTorch Ignite ClearMLLogger +displayed_sidebar: mainSidebar --- The `ignite` repository contains the [mnist_with_clearml_logger.py](https://github.com/pytorch/ignite/blob/master/examples/contrib/mnist/mnist_with_clearml_logger.py) diff --git a/docs/guides/frameworks/pytorch_lightning/pytorch_lightning_example.md b/docs/guides/frameworks/pytorch_lightning/pytorch_lightning_example.md index e4bb6c47..3eedb1af 100644 --- a/docs/guides/frameworks/pytorch_lightning/pytorch_lightning_example.md +++ b/docs/guides/frameworks/pytorch_lightning/pytorch_lightning_example.md @@ -1,5 +1,6 @@ --- title: PyTorch Lightning +displayed_sidebar: mainSidebar --- The [pytorch-lightning](https://github.com/allegroai/clearml/blob/master/examples/frameworks/pytorch-lightning/pytorch_lightning_example.py) diff --git a/docs/guides/frameworks/scikit-learn/sklearn_joblib_example.md b/docs/guides/frameworks/scikit-learn/sklearn_joblib_example.md index 95187a48..ec879093 100644 --- a/docs/guides/frameworks/scikit-learn/sklearn_joblib_example.md +++ b/docs/guides/frameworks/scikit-learn/sklearn_joblib_example.md @@ -1,5 +1,6 @@ --- -title: scikit-learn with Joblib +title: Scikit-Learn +displayed_sidebar: mainSidebar --- The [sklearn_joblib_example.py](https://github.com/allegroai/clearml/blob/master/examples/frameworks/scikit-learn/sklearn_joblib_example.py) diff --git a/docs/guides/frameworks/tensorboardx/tensorboardx.md b/docs/guides/frameworks/tensorboardx/tensorboardx.md index bb9f9555..01703c9f 100644 --- a/docs/guides/frameworks/tensorboardx/tensorboardx.md +++ b/docs/guides/frameworks/tensorboardx/tensorboardx.md @@ -1,5 +1,6 @@ --- -title: TensorBoardX with PyTorch +title: TensorBoardX +displayed_sidebar: mainSidebar --- The [pytorch_tensorboardX.py](https://github.com/allegroai/clearml/blob/master/examples/frameworks/tensorboardx/pytorch_tensorboardX.py) diff --git a/docs/guides/frameworks/tensorflow/integration_keras_tuner.md b/docs/guides/frameworks/tensorflow/integration_keras_tuner.md index fbaf4d12..fb8948bb 100644 --- a/docs/guides/frameworks/tensorflow/integration_keras_tuner.md +++ b/docs/guides/frameworks/tensorflow/integration_keras_tuner.md @@ -1,5 +1,6 @@ --- -title: Keras Tuner Integration +title: Keras Tuner +displayed_sidebar: mainSidebar --- Integrate ClearML into code that uses [Keras Tuner](https://www.tensorflow.org/tutorials/keras/keras_tuner). By diff --git a/docs/guides/frameworks/tensorflow/tensorflow_mnist.md b/docs/guides/frameworks/tensorflow/tensorflow_mnist.md index b13aa133..108d3b52 100644 --- a/docs/guides/frameworks/tensorflow/tensorflow_mnist.md +++ b/docs/guides/frameworks/tensorflow/tensorflow_mnist.md @@ -1,5 +1,6 @@ --- -title: TensorFlow MNIST +title: TensorFlow +displayed_sidebar: mainSidebar --- The [tensorflow_mnist.py](https://github.com/allegroai/clearml/blob/master/examples/frameworks/tensorflow/tensorflow_mnist.py) diff --git a/docs/guides/frameworks/xgboost/xgboost_metrics.md b/docs/guides/frameworks/xgboost/xgboost_metrics.md index 75ca6fe0..7e266c85 100644 --- a/docs/guides/frameworks/xgboost/xgboost_metrics.md +++ b/docs/guides/frameworks/xgboost/xgboost_metrics.md @@ -1,5 +1,6 @@ --- -title: XGBoost Metric Reporting +title: XGBoost +displayed_sidebar: mainSidebar --- The [xgboost_metrics.py](https://github.com/allegroai/clearml/blob/master/examples/frameworks/xgboost/xgboost_metrics.py) diff 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zplq9n{Q!P?@18!PB!j~FMa5d`6Jf`JW;dqrrJkG83lcf}qpN=GK)3d{C{#|wffo}h^O|0>HVsXbB~%<_!vs>yv2*Xi1QtI zg9|sg1skY?@_9`T{`s2>S8Zs=G{$RrmKs-#I)$%a`8L|NU?(l*`uuv1mGr4F0 literal 0 HcmV?d00001 diff --git a/docs/integrations/click.md b/docs/integrations/click.md new file mode 100644 index 00000000..45553173 --- /dev/null +++ b/docs/integrations/click.md @@ -0,0 +1,45 @@ +--- +title: Click +--- + +[`click`](https://click.palletsprojects.com) is a python package for creating command-line interfaces. ClearML integrates +seamlessly with `click` and automatically logs its command-line parameters. + +All you have to do is add two lines of code: + +```python +from clearml import Task +task = Task.init(task_name="", project_name="") +``` + +For example: + +```python +import click +from clearml import Task + +@click.command() +@click.option('--count', default=1, help='Number of greetings.') +@click.option('--name', prompt='Your name', help='The person to greet.') + +def hello(count, name): + task = Task.init(project_name='examples', task_name='Click single command') + + for x in range(count): + click.echo("Hello {}!".format(name)) + + +if __name__ == '__main__': + hello() +``` + +When this code is executed, ClearML logs your command-line arguments, which you can view in the +[WebApp](../webapp/webapp_overview.md), in the experiment's **Configuration > Hyperparameters > Args** section. + +![click configuration](../img/integrations_click_configs.png) + +In the UI, you can clone the task multiple times and set the clones' parameter values for execution by the [ClearML Agent](../clearml_agent.md). +When the clone is executed, the executing agent will use the new parameter values as if set by the command-line. + +See [code examples](https://github.com/allegroai/clearml/blob/master/examples/frameworks/click) demonstrating integrating +ClearML with code that uses `click`. \ No newline at end of file diff --git a/docs/integrations/hydra.md b/docs/integrations/hydra.md new file mode 100644 index 00000000..5e7ff7fa --- /dev/null +++ b/docs/integrations/hydra.md @@ -0,0 +1,52 @@ +--- +title: Hydra +--- + + +[Hydra](https://github.com/facebookresearch/hydra) is a Python framework for managing experiment parameters. ClearML integrates seamlessly +with Hydra and automatically logs the `OmegaConf` which holds all the configuration files, as well as +values overridden during runtime. + +All you have to do is add two lines of code: + +```python +from clearml import Task +task = Task.init(task_name="", project_name="") +``` + +ClearML logs the OmegaConf as a blob and can be viewed in the +[WebApp](../webapp/webapp_overview.md), in the experiment's **CONFIGURATION > CONFIGURATION OBJECTS > OmegaConf** section. + +![Hydra configuration](../img/integrations_hydra_configs.png) + +## Modifying Hydra Values + +In the UI, you can clone a task multiple times and modify it for execution by the [ClearML Agent](../clearml_agent.md). +The agent executes the code with the modifications you made in the UI, even overriding hardcoded values. + +Clone your experiment, then modify your Hydra parameters via the UI in one of the following ways: +* Modify the OmegaConf directly: + 1. In the experiment’s **CONFIGURATION > HYPERPARAMETERS > HYDRA** section, set `_allow_omegaconf_edit_` to `True` + 1. In the experiment’s **CONFIGURATION > CONFIGURATION OBJECTS > OmegaConf** section, modify the OmegaConf values +* Add an experiment hyperparameter: + 1. In the experiment’s **CONFIGURATION > HYPERPARAMETERS > HYDRA** section, make sure `_allow_omegaconf_edit_` is set + to `False` + 1. In the same section, click `Edit`, which gives you the option to add parameters. Input parameters from the OmegaConf + that you want to modify using dot notation. For example, if your OmegaConf looks like this: + +
+ + ``` + dataset: + user: root + main: + number: 80 + ``` + Specify the `number` parameter with `dataset.main.number`, then set its new value + + +Enqueue the customized experiment for execution. The task will use the new values during execution. If you use the +second option mentioned above, notice that the OmegaConf in **CONFIGURATION > CONFIGURATION OBJECTS > OmegaConf** changes +according to your added parameters. + +See code example [here](https://github.com/allegroai/clearml/blob/master/examples/frameworks/hydra/hydra_example.py). diff --git a/docs/integrations/libraries.md b/docs/integrations/libraries.md deleted file mode 100644 index e71fa72d..00000000 --- a/docs/integrations/libraries.md +++ /dev/null @@ -1,38 +0,0 @@ ---- -title: Integrations ---- - -ClearML integrates with many frameworks and tools out of the box!
- -Just follow the [getting started](/getting_started/ds/ds_first_steps.md) to automatically capture metrics, models and artifacts or check out examples for each library. - -![Integration tools](../img/integration_tools.png) - -**Frameworks** -- [PyTorch](https://github.com/allegroai/clearml/tree/master/examples/frameworks/pytorch) -- [PyTorch Lightning](https://github.com/allegroai/clearml/tree/master/examples/frameworks/pytorch-lightning) -- [PyTorch Ignite](https://github.com/allegroai/clearml/tree/master/examples/frameworks/ignite) -- [TensorFlow](https://github.com/allegroai/clearml/tree/master/examples/frameworks/tensorflow) -- [Keras](https://github.com/allegroai/clearml/tree/master/examples/frameworks/keras) -- [scikit-learn](https://github.com/allegroai/clearml/tree/master/examples/frameworks/scikit-learn) -- [FastAI](https://github.com/allegroai/clearml/tree/master/examples/frameworks/fastai) -- [LightGBM](https://github.com/allegroai/clearml/tree/master/examples/frameworks/lightgbm) -- [XGBoost](https://github.com/allegroai/clearml/tree/master/examples/frameworks/xgboost) -- [MegEngine](https://github.com/allegroai/clearml/tree/master/examples/frameworks/megengine) -- [CatBoost](https://github.com/allegroai/clearml/tree/master/examples/frameworks/catboost) -- [OpenMMLab](https://github.com/allegroai/clearml/tree/master/examples/frameworks/openmmlab) -- [Hydra](https://github.com/allegroai/clearml/tree/master/examples/frameworks/hydra) -- [Python Fire](https://github.com/allegroai/clearml/tree/master/examples/frameworks/fire) -- [click](https://github.com/allegroai/clearml/tree/master/examples/frameworks/click) - -**HPO** -- [Optuna](https://github.com/allegroai/clearml/tree/master/examples/optimization/hyper-parameter-optimization) -- [Keras Tuner](https://github.com/allegroai/clearml/tree/master/examples/frameworks/kerastuner) -- [AutoKeras](https://github.com/allegroai/clearml/tree/master/examples/frameworks/autokeras) - -**Plotting** -- [Tensorboard](https://github.com/allegroai/clearml/blob/master/examples/frameworks/tensorflow/tensorboard_toy.py) -- [TensorboardX](https://github.com/allegroai/clearml/tree/master/examples/frameworks/tensorboardx) -- [matplotlib](https://github.com/allegroai/clearml/tree/master/examples/frameworks/matplotlib) - - diff --git a/docs/integrations/openmmv.md b/docs/integrations/openmmv.md new file mode 100644 index 00000000..a0807bc6 --- /dev/null +++ b/docs/integrations/openmmv.md @@ -0,0 +1,44 @@ +--- +title: OpenMMLab +--- + +[OpenMMLab](https://github.com/open-mmlab) is a computer vision framework. You can integrate ClearML into your +code using the `mmcv` package's [`ClearMLLoggerHook`](https://mmcv.readthedocs.io/en/master/_modules/mmcv/runner/hooks/logger/clearml.html) +class. This class is used to create a ClearML Task and to automatically log metrics. + +For example, the following code sets up the configuration for logging metrics periodically to ClearML, and then registers +the ClearML hook to a [runner](https://mmcv.readthedocs.io/en/v1.3.8/runner.html?highlight=register_training_hooks#epochbasedrunner), +which manages training in `mmcv`: + +```python +log_config = dict( + interval=100, + hooks=[ + dict( + type='ClearMLLoggerHook', + init_kwargs=dict( + project_name='examples', + task_name='OpenMMLab cifar10', + output_uri=True + ) + ), + ] +) + +# register hooks to runner and those hooks will be invoked automatically +runner.register_training_hooks( + lr_config=lr_config, + optimizer_config=optimizer_config, + checkpoint_config=checkpoint_config, + log_config=log_config # ClearMLLogger hook +) +``` + +The `init_kwargs` dictionary can include any parameter from [`Task.init()`](../references/sdk/task.md#taskinit). + +This creates a [ClearML Task](../fundamentals/task.md) `OpenMMLab cifar10` in the `examples` project. +You can view the captured metrics in the experiment's **Scalars** tab in the [WebApp](../webapp/webapp_overview.md). + +![OpenMMLab scalars](../img/itegration_openmmlab_scalars.png) + +See OpenMMLab code example [here](https://github.com/allegroai/clearml/blob/master/examples/frameworks/openmmlab/openmmlab_cifar10.py). \ No newline at end of file diff --git a/docs/integrations/optuna.md b/docs/integrations/optuna.md new file mode 100644 index 00000000..8eee9a26 --- /dev/null +++ b/docs/integrations/optuna.md @@ -0,0 +1,44 @@ +--- +title: Optuna +--- + +[Optuna](https://optuna.readthedocs.io/en/latest) is a [hyperparameter optimization](../fundamentals/hpo.md) framework, +which makes use of different samplers such as grid search, random, bayesian, and evolutionary algorithms. You can integrate +Optuna into ClearML's automated hyperparameter optimization. + +The [HyperParameterOptimizer](../references/sdk/hpo_optimization_hyperparameteroptimizer.md) class contains ClearML’s +hyperparameter optimization modules. Its modular design enables using different optimizers, including existing software +frameworks, like Optuna, enabling simple, +accurate, and fast hyperparameter optimization. The Optuna ([`automation.optuna.OptimizerOptuna`](../references/sdk/hpo_optuna_optuna_optimizeroptuna.md)), +optimizer allows you to simultaneously optimize many hyperparameters efficiently by relying on early stopping (pruning) +and smart resource allocation. + +To use optuna in ClearML's hyperparameter optimization, you must first install it. When you instantiate `HyperParameterOptimizer`, +pass `OptimizerOptuna` as the `optimizer_class` argument: + +```python +from clearml.automation import ( + DiscreteParameterRange, HyperParameterOptimizer, UniformIntegerParameterRange +) +from clearml.automation.optuna import OptimizerOptuna + +an_optimizer = HyperParameterOptimizer( + # This is the experiment we want to optimize + base_task_id=args['template_task_id'], + hyper_parameters=[ + UniformIntegerParameterRange('layer_1', min_value=128, max_value=512, step_size=128), + DiscreteParameterRange('batch_size', values=[96, 128, 160]), + DiscreteParameterRange('epochs', values=[30]), + ], + objective_metric_title='validation', + objective_metric_series='accuracy', + objective_metric_sign='max', + max_number_of_concurrent_tasks=2, + optimizer_class=OptimizerOptuna, # input optuna as search strategy + execution_queue='1xGPU', + total_max_jobs=10, +) +``` + +See the Hyperparameter Optimization [tutorial](../guides/optimization/hyper-parameter-optimization/examples_hyperparam_opt.md). + diff --git a/docs/integrations/python_fire.md b/docs/integrations/python_fire.md new file mode 100644 index 00000000..5f283ca5 --- /dev/null +++ b/docs/integrations/python_fire.md @@ -0,0 +1,28 @@ +--- +title: Python Fire +--- + +Python Fire is a Python package for creating command-line interfaces. +ClearML integrates seamlessly with `fire` and automatically logs its command-line parameters. + +All you have to do is add two lines of code: + +```python +from clearml import Task +task = Task.init(task_name="", project_name="") +``` + +When the code runs, ClearML logs your command-line arguments, which you can view in the [WebApp](../webapp/webapp_overview.md), in the experiment's +**Configuration > Hyperparameters > Args** section. + +![Fire integration](../img/integrations_fire_params.png) + +In the UI, you can clone the task multiple times and set the clones' parameter values for execution by the [ClearML Agent](../clearml_agent.md). +When the clone is executed, the executing agent will use the new parameter values as if set by the command-line. + +See [code examples](https://github.com/allegroai/clearml/blob/master/examples/frameworks/fire) demonstrating integrating +ClearML with code that uses `fire`. + + + + diff --git a/docs/integrations/seaborn.md b/docs/integrations/seaborn.md new file mode 100644 index 00000000..a26fd042 --- /dev/null +++ b/docs/integrations/seaborn.md @@ -0,0 +1,20 @@ +--- +title: Seaborn +--- + +[seaborn](https://seaborn.pydata.org/) is a Python library for data visualization. +ClearML automatically captures plots created using `seaborn`. All you have to do is add two +lines of code to your script: + +```python +from clearml import Task +task = Task.init(task_name="", project_name="") +``` + +This will create a [ClearML Task](../fundamentals/task.md) that captures your script's information, including Git details, +uncommitted code, python environment, your `seaborn` plots, and more. View the seaborn plots in the [WebApp](../webapp/webapp_overview.md), +in the experiment's **Plots** tab. + +![Seaborn plot](../img/integrations_seaborn_plots.png) + +View code example [here](https://github.com/allegroai/clearml/blob/master/examples/frameworks/matplotlib/matplotlib_example.py). diff --git a/sidebars.js b/sidebars.js index cb435f09..03e53519 100644 --- a/sidebars.js +++ b/sidebars.js @@ -58,7 +58,20 @@ module.exports = { 'model_registry', {'ClearML Serving':['clearml_serving/clearml_serving', 'clearml_serving/clearml_serving_setup', 'clearml_serving/clearml_serving_cli', 'clearml_serving/clearml_serving_tutorial']}, {'CLI Tools': ['apps/clearml_session', 'apps/clearml_task', 'apps/clearml_param_search']}, - 'integrations/libraries', + {'Integrations': [ + 'guides/frameworks/autokeras/integration_autokeras', + 'guides/frameworks/catboost/catboost', 'integrations/click', 'guides/frameworks/fastai/fastai_with_tensorboard', + 'integrations/hydra', + 'guides/frameworks/keras/keras_tensorboard', 'guides/frameworks/tensorflow/integration_keras_tuner', + 'guides/frameworks/lightgbm/lightgbm_example', 'guides/frameworks/matplotlib/matplotlib_example', + 'guides/frameworks/megengine/megengine_mnist', 'integrations/openmmv', 'integrations/optuna', + 'integrations/python_fire', 'guides/frameworks/pytorch/pytorch_mnist', + {'PyTorch Ignite':['guides/frameworks/pytorch_ignite/integration_pytorch_ignite', 'guides/frameworks/pytorch_ignite/pytorch_ignite_mnist']}, + 'guides/frameworks/pytorch_lightning/pytorch_lightning_example', 'guides/frameworks/scikit-learn/sklearn_joblib_example', + 'guides/frameworks/pytorch/pytorch_tensorboard', 'guides/frameworks/tensorboardx/tensorboardx', 'guides/frameworks/tensorflow/tensorflow_mnist', + 'integrations/seaborn', 'guides/frameworks/xgboost/xgboost_metrics' + ] + }, 'integrations/storage', {'WebApp': ['webapp/webapp_overview', 'webapp/webapp_home', {