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NNEF model zoo

The following collection of models were compiled by running the converter tools in this repository on publicly available models. Each entry provides a link to the original and the converted model.

AlexNet

Floating point models

Name Size Original Converted
BVLC AlexNet 244 Mb Caffe NNEF
BVLC AlexNet 244 Mb ONNX NNEF

VGG

Floating point models

Name Size Original Converted
VGG-16 553.6 MB Mb Caffe NNEF
VGG-19 574.8 MB Mb Caffe NNEF
VGG-16 527.8 MB Mb ONNX NNEF
VGG-19 548.1 MB Mb ONNX NNEF

GoogleNet

Floating point models

Name Size Original Converted
Inception v1 28 Mb Caffe2 NNEF
Inception v1 28 Mb ONNX NNEF
Inception v2 45 Mb Caffe2 NNEF
Inception v2 45 Mb ONNX NNEF
Inception v3 95.3 Mb TensorFlow NNEF
Inception v4 170.7 Mb TensorFlow NNEF
BVLC GoogleNet 28 Mb Caffe NNEF
BVLC GoogleNet 28 Mb ONNX NNEF

Quantized models

Name Size Original Converted
Inception v1 6.4 Mb TensorFlow-Lite NNEF
Inception v2 11 Mb TensorFlow-Lite NNEF
Inception v3 23 Mb TensorFlow-Lite NNEF
Inception v4 41 Mb TensorFlow-Lite NNEF

ResNet

Floating point models

Name Size Original Converted
Resnet v1-18 44.7 Mb ONNX NNEF
Resnet v1-34 83.3 Mb ONNX NNEF
Resnet v1-50 97.8 Mb ONNX NNEF
Resnet v1-101 170.6 MB Mb ONNX NNEF
Resnet v1-152 242.3 Mb Caffe NNEF
Resnet v2-18 44.6 Mb ONNX NNEF
Resnet v2-34 83.2 Mb ONNX NNEF
Resnet v2-50 97.7 Mb ONNX NNEF
Resnet v2-101 170.4 Mb ONNX NNEF
Inception-Resnet v2 121 Mb TensorFlow NNEF

MobileNet

Floating point models

Name Size Original Converted
MobileNet v1-1.0 16.9 Mb TensorFlow NNEF
MobileNet v1-1.0 17.2 Mb Caffe NNEF
MobileNet v2-1.0 14.0 Mb TensorFlow NNEF
MobileNet v2-1.0 14.4 Mb Caffe NNEF
MobileNet v2-1.0 13.6 Mb ONNX NNEF

Quantized models

Name Size Original Converted
MobileNet v1-1.0 4.3 Mb TensorFlow-Lite NNEF
MobileNet v2-1.0 3.4 Mb TensorFlow-Lite NNEF

SqueezeNet

Floating point models

Name Size Original Converted
SqueezeNet 5.0 Mb TensorFlow NNEF
SqueezeNet 1.0 4.7 Mb ONNX NNEF
SqueezeNet 1.1 4.7 Mb ONNX NNEF
SqueezeNet 1.0 4.7 Mb Caffe NNEF
SqueezeNet 1.1 4.7 Mb Caffe NNEF

ShuffleNet

Floating point models

Name Size Original Converted
ShuffleNet 5.3 Mb ONNX NNEF

NASNet

Floating point models

Name Size Original Converted
NasNet mobile 21.4 Mb TensorFlow NNEF