ClearML/clearml-docs
1
0
Fork 0
mirror of https://github.com/clearml/clearml-docs synced 2025-06-26 18:17:44 +00:00
Code Issues Actions Packages Projects Releases Wiki Activity

Small edits (#753)

Browse Source
This commit is contained in:
pollfly
2024-01-10 14:40:19 +02:00
committed by GitHub
parent c2a128a9b4
commit 0212637cec
29 changed files with 41 additions and 6 deletions
Download Patch File Download Diff File Expand all files Collapse all files

9
docs/getting_started/mlops/mlops_first_steps.md
View File

@@ -97,6 +97,7 @@ All Tasks in the system can be accessed through their unique Task ID, or based o
method. For example:
```python
from clearml import Task
executed_task = Task.get_task(task_id='aabbcc')
```
@@ -130,6 +131,7 @@ Users can programmatically change cloned experiments' parameters.
For example:
```python
from clearml import Task
cloned_task = Task.clone(task_id='aabbcc')
cloned_task.set_parameter(name='internal/magic', value=42)
```
@@ -141,6 +143,7 @@ objects and files to a task anywhere from code.
```python
import numpy as np
from clearml import Task
Task.current_task().upload_artifact(name='a_file', artifact_object='local_file.bin')
Task.current_task().upload_artifact(name='numpy', artifact_object=np.ones(4,4))
```
@@ -150,6 +153,7 @@ by accessing the Task that created them. These artifacts can be modified and upl
```python
from clearml import Task
executed_task = Task.get_task(task_id='aabbcc')
# artifact as a file
local_file = executed_task.artifacts['file'].get_local_copy()
@@ -173,6 +177,7 @@ improves the visibility of your processes’ progress.
```python
from clearml import Logger
Logger.current_logger().report_scalar(
graph='metric',
series='variant',
@@ -184,6 +189,7 @@ Logger.current_logger().report_scalar(
You can also retrieve reported scalars for programmatic analysis:
```python
from clearml import Task
executed_task = Task.get_task(task_id='aabbcc')
# get a summary of the min/max/last value of all reported scalars
min_max_values = executed_task.get_last_scalar_metrics()
@@ -193,10 +199,11 @@ full_scalars = executed_task.get_reported_scalars()
#### Query Experiments
You can also search and query Tasks in the system. Use the [`Task.get_tasks`](../../references/sdk/task.md#taskget_tasks)
method to retrieve Task objects and filter based on the specific values of the Task - status, parameters, metrics and more!
class method to retrieve Task objects and filter based on the specific values of the Task - status, parameters, metrics and more!
```python
from clearml import Task
tasks = Task.get_tasks(
project_name='examples',
task_name='partial_name_match',