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wandb_workspaces_create_panel_grid_with_line_plot.py

python

This quickstart demonstrates how to programmatically create a W&B Works

15d ago26 lineswandb/wandb-workspaces
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wandb_workspaces_create_panel_grid_with_line_plot.py
1import wandb_workspaces.workspaces as ws
2
3# 1. Initialize a Workspace
4workspace = ws.Workspace(
5    name="Example Workspace",
6    entity="my-entity",
7    project="my-project",
8    sections=[
9        ws.Section(
10            name="Training Metrics",
11            panels=[
12                ws.PanelGrid(
13                    runsets=[
14                        ws.Runset(entity="my-entity", project="my-project")
15                    ],
16                    panels=[
17                        ws.LinePlot(x="Step", y=["loss", "val_loss"]),
18                    ],
19                ),
20            ],
21        ),
22    ],
23)
24
25# 2. Save the workspace to W&B
26workspace.save()