NNEF V-1.0.3 Support

[kiritigowda]

NNEF has fixed minor bugs in the Spec and released a new version.

• Match Model Compiler to V 1.0.3
• Most of the fixed issues were filled by us, so not major changes
• Test with the latest NNEF Version

[kiritigowda]

@hansely any updates on this? Check for 1.0.3 support.

[hansely]

I updated nnef to the latest version and ran the profile script and all the models were passing. The new updates in V1.0.3 includes changes in min_max_linear_quantize node which is not supported by current nnef_to_nnir script. It will be added in the future since we don't have any models with min_max_linear_quantize node. Here is the result of profile script.

|alexnet-caffe | 1| 6.176| 6.176 |alexnet-onnx | 1| 4.220| 4.220 |vgg16-caffe | 1| 60.477| 60.477 |vgg16-onnx | 1| 12.445| 12.445 |vgg19-caffe | 1| 48.834| 48.834 |vgg19-onnx | 1| 14.153| 14.153 |googlenet-caffe | 1| 12.014| 12.014 |googlenet-onnx | 1| 4.343| 4.343 |inceptionv1-onnx| 1| 4.957| 4.957 |inceptionv2-onnx| 1| 8.110| 8.110 |resnetv1-18-onnx| 1| 3.515| 3.515 |resnetv1-34-onnx| 1| 6.775| 6.775 |resnetv1-50-onnx| 1| 7.083| 7.083 |resnetv1-101-onnx| 1| 13.434| 13.434 |resnetv1-152-caffe| 1| 19.897| 19.897 |resnetv2-18-onnx| 1| 3.598| 3.598 |resnetv2-34-onnx| 1| 6.870| 6.870 |resnetv2-50-onnx| 1| 6.791| 6.791 |resnetv2-101-onnx| 1| 13.366| 13.366 |mobilenetv1-caffe| 1| 2.425| 2.425 |mobilenetv2-onnx| 1| 3.337| 3.337 |mobilenetv2-caffe| 1| 3.435| 3.435 |squeezenet1.0-caffe| 1| 7.862| 7.862 |squeezenet1.0-onnx| 1| 1.689| 1.689 |squeezenet1.1-caffe| 1| 5.090| 5.090 |squeezenet1.1-onnx| 1| 1.702| 1.702

[kiritigowda]

V-1.0.3 supported