Add many face recognition models support

[DefTruth]

• Add many face recognition models support
• 支持 ArcFace, CosFace, Partial FC, VPL
• 以下模型文件已经经过测试:

glint360k_cosface_r100.onnx  
glint360k_cosface_r34.onnx  
ms1mv3_arcface_r100.onnx  
ms1mv3_arcface_r34.onnx 
ms1mv3_r100_lr01.onnx         
partial_fc_glint360k_r50.onnx
glint360k_cosface_r18.onnx   
glint360k_cosface_r50.onnx  
ms1mv3_arcface_r18.onnx   
ms1mv3_arcface_r50.onnx  
partial_fc_glint360k_r100.onnx

• 一个测试样例:

FaceRecognitionResult: [Dim(512), Min(-0.141219), Max(0.121645), Mean(-0.003172)]
FaceRecognitionResult: [Dim(512), Min(-0.117939), Max(0.141897), Mean(0.000407)]
FaceRecognitionResult: [Dim(512), Min(-0.124471), Max(0.112567), Mean(-0.001320)]
Cosine 01:  0.7211584683376316
Cosine 02:  -0.06262668682788906