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@@ -17,7 +17,7 @@ from clearml import Task
task = Task.init(task_name="<task_name>", project_name="<project_name>")
```
And that’s it! This creates a [ClearML Task](../fundamentals/task.md) which captures:
And that's it! This creates a [ClearML Task](../fundamentals/task.md) which captures:
* Source code and uncommitted changes
* Installed packages
* TensorFlow definitions
@@ -75,17 +75,17 @@ See [Explicit Reporting Tutorial](../guides/reporting/explicit_reporting.md).
## Examples
Take a look at ClearML’s TensorFlow examples. The examples use TensorFlow and ClearML in different configurations with
Take a look at ClearML's TensorFlow examples. The examples use TensorFlow and ClearML in different configurations with
additional tools, like Abseil and TensorBoard:
* [TensorFlow MNIST](../guides/frameworks/tensorflow/tensorflow_mnist.md) - Demonstrates ClearML's automatic logging of
model checkpoints, TensorFlow definitions, and scalars logged using TensorFlow methods
* [TensorBoard PR Curve](../guides/frameworks/tensorflow/tensorboard_pr_curve.md) - Demonstrates ClearML’s automatic
* [TensorBoard PR Curve](../guides/frameworks/tensorflow/tensorboard_pr_curve.md) - Demonstrates ClearML's automatic
logging of TensorBoard output and TensorFlow definitions.
* [TensorBoard Toy](../guides/frameworks/tensorflow/tensorboard_toy.md) - Demonstrates ClearML’s automatic logging of
* [TensorBoard Toy](../guides/frameworks/tensorflow/tensorboard_toy.md) - Demonstrates ClearML's automatic logging of
TensorBoard scalars, histograms, images, and text, as well as all console output and TensorFlow Definitions.
* [Absl flags](https://github.com/allegroai/clearml/blob/master/examples/frameworks/tensorflow/absl_flags.py) - Demonstrates
ClearML’s automatic logging of parameters defined using `absl.flags`
ClearML's automatic logging of parameters defined using `absl.flags`
## Remote Execution
ClearML logs all the information required to reproduce an experiment on a different machine (installed packages,
@@ -129,6 +129,6 @@ task.execute_remotely(queue_name='default', exit_process=True)
```
## Hyperparameter Optimization
Use ClearML’s [`HyperParameterOptimizer`](../references/sdk/hpo_optimization_hyperparameteroptimizer.md) class to find
Use ClearML's [`HyperParameterOptimizer`](../references/sdk/hpo_optimization_hyperparameteroptimizer.md) class to find
the hyperparameter values that yield the best performing models. See [Hyperparameter Optimization](../fundamentals/hpo.md)
for more information.