Table 2 The hyperparameter setting employed in the experiments of this study.
From: Graph attention network-based multimodal approach for lung diseases classification
Hyperparameter | Value | Hyperparameter | Value |
|---|---|---|---|
Image resizes | 224 × 224 | Learning-rate | 1e−06 |
Text max length | 256 | Gamma Value | 0.997 |
Batch-size | 16 | Weight decay | 1e−05 |
Number of epochs | 50 | Early-stop | 10 epochs |
Criterion | Cross-Entropy-Loss | Regularization | L2 |
Optimizer | AdamW | Device | Cuda |
Seeds | 42 | Label smoothing | 0.05 |
