ray tuning models

The class distribution of smaller datasets match the class distribution of the complete dataset. Weperformed apreliminary ablation analysis with oneofthedataset, NIH-Chest Xray dataset, to understand towhich blocks ofResNet-50 should we apply the intermediate loss. Theclassdistribution of smaller datasets match the class distribution of the complete dataset. Theclassdistribution of smaller datasets match the class distribution of the complete dataset. The preliminary ablation study gave the evidence that applying intermediate loss to all blocks yielded superior results.