File size: 1,413 Bytes
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"source": "input/source_face_nasa_astronaut.jpg",
"target": "input/target_photo_nasa_astronaut.jpg",
"reference": "onnxruntime 1.20 (FP32) running the same preprocessing/paste-back code",
"results": [
{
"model": "onnxruntime fp32 (reference)",
"swapper_mb": 554.3,
"face_psnr": 99.0,
"face_ssim": 1.0,
"image_psnr": 99.0,
"image_ssim": 1.0,
"embedding_cos": 1.0,
"swap_seconds": 7.62
},
{
"model": "openvino fp16",
"swapper_mb": 276.9,
"face_psnr": 56.29,
"face_ssim": 0.9994,
"image_psnr": 71.02,
"image_ssim": 1.0,
"embedding_cos": 1.0,
"swap_seconds": 0.474
},
{
"model": "openvino int8",
"swapper_mb": 139.1,
"face_psnr": 19.28,
"face_ssim": 0.5557,
"image_psnr": 37.09,
"image_ssim": 0.9895,
"embedding_cos": 0.97941,
"swap_seconds": 0.092
},
{
"model": "openvino int4",
"swapper_mb": 69.7,
"face_psnr": 14.79,
"face_ssim": 0.5317,
"image_psnr": 32.29,
"image_ssim": 0.9919,
"embedding_cos": 0.94709,
"swap_seconds": 0.425
},
{
"model": "openvino int4-mixed",
"swapper_mb": 91.7,
"face_psnr": 17.28,
"face_ssim": 0.6721,
"image_psnr": 37.7,
"image_ssim": 0.9965,
"embedding_cos": 0.94709,
"swap_seconds": 0.396
}
]
} |