models

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.

• TensorFlow models have been acquired from [https://www.tensorflow.org/lite/guide/hosted_models]
• ONNX models have been acquired from [https://github.com/onnx/models]
• Caffe models have been acquired from [https://github.com/BVLC/caffe/wiki/Model-Zoo]
• Caffe2 models have been acquired from [https://github.com/caffe2/models]

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