| FR-Ponder Evaluation Results | |
| ============================== | |
| Dataset: gsm8k | |
| -------------------- | |
| FR-Ponder: | |
| Accuracy: 0.000 | |
| Avg FLOPs: 1548841728 | |
| Avg Time: 3.288s | |
| Avg Steps: 118.1 | |
| Baseline (α=0.4): | |
| Accuracy: 0.240 | |
| Avg FLOPs: 1264988628340 | |
| Avg Time: 5.507s | |
| Improvements: | |
| Accuracy: +-0.240 | |
| FLOPs reduction: 99.9% | |
| Speedup: 1.68x | |