diff --git a/configs/face_detection/README.md b/configs/face_detection/README.md index 69bd25f9fb5edc02522896448bef0a66f378fa1b..b47d8bd9fe9ca571ff3a047a99c142e326cb78cd 100644 --- a/configs/face_detection/README.md +++ b/configs/face_detection/README.md @@ -114,28 +114,32 @@ For details can refer to [Evaluation](#Evaluate-on-the-FDDB). #### Infer Time and Model Size comparison -| Architecture | Type | Size | P4 (ms) | CPU (ms) | ARM (ms) | File size (MB) | Flops | -|:------------:|:--------:|:----:|:---------:|:--------:|:----------:|:--------------:|:---------:| -| BlazeFace | Original | 128 | - | - | - | - | - | -| BlazeFace | Lite | 128 | - | - | - | - | - | -| BlazeFace | NAS | 128 | - | - | - | - | - | -| FaceBoxes | Original | 128 | - | - | - | - | - | -| FaceBoxes | Lite | 128 | - | - | - | - | - | -| BlazeFace | Original | 320 | - | - | - | - | - | -| BlazeFace | Lite | 320 | - | - | - | - | - | -| BlazeFace | NAS | 320 | - | - | - | - | - | -| FaceBoxes | Original | 320 | - | - | - | - | - | -| FaceBoxes | Lite | 320 | - | - | - | - | - | -| BlazeFace | Original | 640 | - | - | - | - | - | -| BlazeFace | Lite | 640 | - | - | - | - | - | -| BlazeFace | NAS | 640 | - | - | - | - | - | -| FaceBoxes | Original | 640 | - | - | - | - | - | -| FaceBoxes | Lite | 640 | - | - | - | - | - | +| Architecture | Type | Size | P4(trt32) (ms) | CPU (ms) | Qualcomm SnapDragon 855(armv8) (ms) | Model size (MB) | +|:------------:|:--------:|:----:|:--------------:|:--------:|:-------------------------------------:|:---------------:| +| BlazeFace | Original | 128 | 1.387 | 23.461 | 6.036 | 0.777 | +| BlazeFace | Lite | 128 | 1.323 | 12.802 | 6.193 | 0.68 | +| BlazeFace | NAS | 128 | 1.03 | 6.714 | 2.7152 | 0.234 | +| FaceBoxes | Original | 128 | 3.144 | 14.972 | 19.2196 | 3.6 | +| FaceBoxes | Lite | 128 | 2.295 | 11.276 | 8.5278 | 2 | +| BlazeFace | Original | 320 | 3.01 | 132.408 | 70.6916 | 0.777 | +| BlazeFace | Lite | 320 | 2.535 | 69.964 | 69.9438 | 0.68 | +| BlazeFace | NAS | 320 | 2.392 | 36.962 | 39.8086 | 0.234 | +| FaceBoxes | Original | 320 | 7.556 | 84.531 | 52.1022 | 3.6 | +| FaceBoxes | Lite | 320 | 18.605 | 78.862 | 59.8996 | 2 | +| BlazeFace | Original | 640 | 8.885 | 519.364 | 149.896 | 0.777 | +| BlazeFace | Lite | 640 | 6.988 | 284.13 | 149.902 | 0.68 | +| BlazeFace | NAS | 640 | 7.448 | 142.91 | 69.8266 | 0.234 | +| FaceBoxes | Original | 640 | 78.201 | 394.043 | 169.877 | 3.6 | +| FaceBoxes | Lite | 640 | 59.47 | 313.683 | 139.918 | 2 | **NOTES:** -- CPU: i5-7360U @ 2.30GHz. Single core and single thread. - +- CPU: Intel(R) Xeon(R) CPU E5-2650 v4 @ 2.20GHz +- P4(trt32) and CPU tests based on PaddlePaddle, PaddlePaddle version is 1.6.1 +- ARM test environment: + - Qualcomm SnapDragon 855(armv8) + - Single thread + - Paddle-Lite version 2.0.0 ## Get Started