| 序号 | 算法模型 | FPS | BW(MB/s) |
|---|---|---|---|
| 1 | inception_v1(224x224) | 57.37 | 1443.31 |
| 2 | inception_v3_224(224x224) | 39.14 | 1785.12 |
| 3 | inception_v3_299(299x299)_tf | 23.15 | 1726.78 |
| 4 | mobilenet_v1(224x224) | 156.87 | 2374.94 |
| 5 | mobilenet_v2(224x224)_tflite | 132.71 | 2408.76 |
| 6 | mobilenet_v2(224x224)_onnx | 145.00 | 2539.94 |
| 7 | resnet_v1_50(224x224) | 33.69 | 1751.43 |
| 8 | retinanet_resnet_50(320x320) | 7.51 | 2021.11 |
| 9 | vgg16(224x224) | 10.53 | 2179.02 |
| 10 | yolo_v2_voc(416x416) | 21.34 | 1766.74 |
| 11 | yolov3(416x416) | 4.64 | 1608.77 |
| 12 | yolov4(416x416) | 5.23 | 1903.65 |
| 13 | yolov4-tiny(416x416) | 59.59 | 1816.16 |
| 14 | yolov5(416x416) | 12.35 | 1632.03 |
| 15 | yolov5s(640x640) | 6.34 | 1589.04 |
| 16 | lenet(28x28) | 2519.03 | 923.67 |
| 17 | AW_person_detection_darknet | 58.65 | 1111.36 |
| 18 | AW_Face_detection_onnx | 67.05 | 2225.53 |
| 19 | inception_v4_299(299x299) | 10.89 | 1981.95 |
| 20 | resnet18(224x224) | 96.94 | 1347.42 |
| 21 | googlenet(224x224) | 61.13 | 1314.76 |
| 22 | alxnet(224x224) | 44.29 | 2153.47 |
| 23 | inception_v3_299(299x299)_onnx | 22.72 | 1689.24 |
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