已验证模型
目前支持对包括但不限于表1中的模型进行模型训练后量化。
模式 |
类型 |
名称 |
---|---|---|
Data-Free模式 |
图像分类 |
googleNet |
ResNet18 |
||
ResNet34 |
||
ResNet50 |
||
ResNet50 v1.5 |
||
ResNet101 |
||
senet |
||
squeezeNet |
||
ShuffleNetV2 |
||
目标检测 |
CenterNet |
|
Retinanet |
||
YoloV4 |
||
YoloV5 |
||
YoloV5s |
||
Label-Free模式 |
图像分类 |
Densenet121 |
efficientNet |
||
efficientnet_B0 |
||
efficientnet_B2 |
||
efficientformer |
||
googleNet |
||
InceptionV3 |
||
MobileNetV1 |
||
MobileNetV2 |
||
MobileNetV3 |
||
regentX |
||
regentY |
||
ResNet18 |
||
ResNet34 |
||
ResNet50 |
||
ResNet50 v1.5 |
||
ResNeXt-50 |
||
ResNet101 |
||
senet |
||
squeezeNet |
||
ShuffleNetV2 |
||
VGG16 |
||
VGG19 |
||
图像分割 |
Deeplabv3 |
|
目标检测 |
CenterFace |
|
CenterNet |
||
fasterrcnn |
||
solov2 |
||
SSD |
||
SSDResNet34 |
||
Retinanet |
||
YoloV3 |
||
YoloV4 |
||
YoloV5 |
||
YoloV5m |
||
Yolov5s |
||
目标动向 |
Siamrpn |
|
自动问答 |
Bert-Base Squad |
|
中文语义分类 |
Bert-Base Chinese |
|
语义分割 |
PSPNet |
|
UNet |
||
动作识别 |
C3D |
|
人体姿态检测 |
pose_hrnet |
父主题: 训练后量化(ONNX)