Open Access
表10
DS-CMP差异化扩展分析(较大型神经网络模型)
SAR图像规模 | 计算模型 | 主频/MHz | 功耗/W | 处理时间/s | 吞吐率/ TOPS |
1 024×1 024 | CSA→VGG-19 | 400 | 1.83 | 0.24 | 9.89 |
2 048×2 048 | 0.77 | ||||
6 472×3 328 | 2.36 | ||||
16 384×16 384 | 28.33 | ||||
30 000×6 000 | 19.28 | ||||
32 768×32 768 | 106.53 |
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