Make Sweep Runs and Artifacts Easily Identifiable

[eberrigan]

🏷️ Sub-Issue 3: Make Sweep Runs and Artifacts Easily Identifiable

Problem

Run names and model artifact names are duplicated across sweep configurations, making it difficult to distinguish between them.

Root Cause

Sweep runs are named using only the base experiment name and version, without incorporating any sweep parameters or unique IDs.

Solution

Modify run and artifact naming to include:

• A shortened W&B run ID, or
• The sweep parameters (concatenated safely)

Code Example

Update the run name in log_to_wandb():

run = wandb.init(
    name=f"{experiment_name}_training_v00{version}_{wandb.util.generate_id()[:8]}",
    ...
)

Or, to include parameter values:

name = f"{experiment_name}_v00{version}_" + "_".join(
    f"{k}{v}" for k, v in wandb.config.items() if isinstance(v, (str, int, float))
)

Expected Outcome

Sweep runs and model artifacts will have unique, informative names based on the sweep configuration, improving traceability in the W&B UI.