Organize runs ↗
noOriginal Documentation
Documentation Index#
Fetch the complete documentation index at: https://docs.wandb.ai/llms.txt Use this file to discover all available pages before exploring further.
Organize your runs into groups and other properties.
Organize your runs into groups. A group is a collection of runs that share a common purpose, such as training runs for a specific model or evaluation runs for a specific dataset.
You can also organize runs by other properties such as job type. Job types indicate the function of a run, such as preprocessing, training, or evaluation.
Organize runs into groups#
You can add runs to a group programmatically using the W&B Python SDK or interactively in the W&B App.
W&B stores group names as a run wandb.Run.group property.
Programmatically add one or more runs to a group with the W&B Python SDK. Pass the name of your group as an argument to the group parameter when you initialize a run with wandb.init(group=""). You can use group names to organize and filter runs in the W&B App.
The following example creates three groups named A, B, and C. Each group contains three runs.
import wandb
entity = "<entity>"
project = "<project>"
for group in ["A", "B", "C"]:
for i in range(3):
with wandb.init(entity=entity, project=project, group=group, name=f"{group}_run_{i}") as run:
# Simulate some training
for step in range(100):
run.log({
"acc": 0.5 + (step / 100) * 0.3 + (i * 0.05),
"loss": 1.0 - (step / 100) * 0.5
})
```
In the project's workspace, you can view runs organized by group. The following image illustrates organizing the runs table by group name. Three groups named `A`, `B`, and `C` appear in the runs table, each containing three runs.
<img src="https://mintcdn.com/wb-21fd5541/cpcjArbaYP8pYWlw/images/runs/group_name_3_groups.png?fit=max&auto=format&n=cpcjArbaYP8pYWlw&q=85&s=f355bcd25165169318919fb11822bccf" alt="Runs table grouped by group name" data-og-width="1806" width="1806" data-og-height="1570" height="1570" data-path="images/runs/group_name_3_groups.png" data-optimize="true" data-opv="3" srcset="https://mintcdn.com/wb-21fd5541/cpcjArbaYP8pYWlw/images/runs/group_name_3_groups.png?w=280&fit=max&auto=format&n=cpcjArbaYP8pYWlw&q=85&s=a591eb5d0b4076e06f31276f74f99c5c 280w, https://mintcdn.com/wb-21fd5541/cpcjArbaYP8pYWlw/images/runs/group_name_3_groups.png?w=560&fit=max&auto=format&n=cpcjArbaYP8pYWlw&q=85&s=c7236654fffda33e3fe7f3dc0ee9bc7f 560w, https://mintcdn.com/wb-21fd5541/cpcjArbaYP8pYWlw/images/runs/group_name_3_groups.png?w=840&fit=max&auto=format&n=cpcjArbaYP8pYWlw&q=85&s=13755020abeffdba62422cce1bc27a37 840w, https://mintcdn.com/wb-21fd5541/cpcjArbaYP8pYWlw/images/runs/group_name_3_groups.png?w=1100&fit=max&auto=format&n=cpcjArbaYP8pYWlw&q=85&s=a1c2ee07944857b594df23cbd57f9f83 1100w, https://mintcdn.com/wb-21fd5541/cpcjArbaYP8pYWlw/images/runs/group_name_3_groups.png?w=1650&fit=max&auto=format&n=cpcjArbaYP8pYWlw&q=85&s=d0b0ead112bfffe5c1a4a9636c28667d 1650w, https://mintcdn.com/wb-21fd5541/cpcjArbaYP8pYWlw/images/runs/group_name_3_groups.png?w=2500&fit=max&auto=format&n=cpcjArbaYP8pYWlw&q=85&s=ca09066127d6bf19eda6ddb32ac4e41e 2500w" />
<span class="tab-end"></span>
<span class="tab-start" data-tab-title="W&B App"></span>
1. Navigate to your W\&B project.
2. Select the **Runs** tab from the project sidebar.
3. Above the list of runs, click the **Group** button.
4. Click the checkbox next to one or more runs you want to group.
5. Select **Move to group**.
6. In the drawer, select an existing group or create a new group.
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### View groups
View runs organized by group in the W\&B App:
1. In your project sidebar, select the **Runs** tab.
2. Above the list of runs, click the **Group** button.
3. From the dropdown, select a **Group**.
### Move runs between groups
Move runs from one group to another group:
1. Navigate to your W\&B project.
2. Select the **Runs** tab from the project sidebar.
3. Select one or more runs by clicking their checkboxes.
4. Above the table, click **Move to group**.
5. Within the drawer, select the target group or create a new group.
6. Click **Move**.
### Remove runs from a group
1. Navigate to your W\&B project.
2. Select the **Runs** tab from the project sidebar.
3. Above the list of runs, click the **Group** button.
4. From the dropdown, select the **X** next to the name of the group you want to remove.
### Delete a group
To delete a group, remove all runs from it. This automatically deletes the group.
## Organize runs by job type
Organize runs by their *job type*. A job type indicates the function of a run, such as `preprocessing`, `training`, or `evaluation`.
<span class="callout-start" data-callout-type="note"></span>
View a run's job type by accessing the run's [`wandb.Run.job_type`](/models/ref/python/experiments/run#property-run-job-type) property.
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Add a job type to a run by passing the `job_type` parameter to `wandb.init(job_type="")`. For example, the following code snippet creates runs with job types of either `training` or `evaluation`:
```python
import wandb
entity = "<entity>"
project = "<project>"
for job_type in ["training", "evaluation"]:
for i in range(2):
with wandb.init(entity=entity, project=project, job_type=job_type, name=f"{job_type}_run_{i}") as run:
# Simulate some process
for step in range(50):
run.log({
"metric1": 0.2 + (step / 50) * 0.4 + (i * 0.03),
"metric2": 0.8 - (step / 50) * 0.3
})The following image shows runs organized by job type:

View runs organized by job type#
View runs organized by group in the W&B App:
- In your project sidebar, select the Runs tab.
- Above the list of runs, click the Group button.
- From the dropdown, select Job Type.