Fix missing Weights & Biases metric logging for tracking data#446
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marina-aoyama wants to merge 1 commit into
Open
Fix missing Weights & Biases metric logging for tracking data#446marina-aoyama wants to merge 1 commit into
marina-aoyama wants to merge 1 commit into
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📝 Description
This PR fixes an issue where certain training metrics (e.g., rewards) were not appearing in Weights & Biases, even when sync_tensorboard=True was enabled.
🔧 Problem
Although W&B was configured to sync TensorBoard logs, some metrics stored in self.tracking_data were not consistently propagated to W&B dashboards. This resulted in incomplete experiment tracking, particularly for key RL metrics such as episode rewards.
💡 Root cause
W&B TensorBoard synchronization does not reliably capture all scalar logs in this setup, especially when metrics are updated outside of immediate TensorBoard flush cycles.
✅ Solution
✨ Change summary
📊 Impact