Table 2 Training summary of the proposed model.
Metric | Value |
|---|---|
Total Training Time | 455.48 mins |
CPU Memory Usage | 10797.07 MB |
CPU Utilization Change | 3.70% |
GPU Memory Usage | 2751.00 MB |
GPU Utilization Change | 7.00% |
Final Training Loss | 0.3321 |
Final Unified Training Accuracy | 84.25% |
Final Text Training Accuracy | 84.41% |
Final Image Training Accuracy | 94.25% |
Final Audio Training Accuracy | 84.30% |
Final Validation Loss | 0.3576 |
Final Unified Validation Accuracy | 83.50% |
Final Text Validation Accuracy | 88.81% |
Final Image Validation Accuracy | 93.62% |
Final Audio Validation Accuracy | 83.44% |
