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Overall performance of xmodel on FPGA.
| Compiled network | Size (MB) | Throughput (fps) | |
|---|---|---|---|
| 1-thread | 2-threads | ||
| Original VGG13BN | 130.03 | 23.14 | 35.14 |
| Pruned VGG13BN | 20.05 | 87.89 | 151.99 |
| Original ResNet101 | 45.40 | 36.90 | 68.30 |
| Pruned ResNet101 | 7.54 | 67.72 | 124.31 |
