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I am reading your documentation and config files to try out MN-BAB.
I noticed that you set up normalization as follows for cifar10_conv_small.json, which seems to be reasonable as the original onnx model from ERAN indeed includes the sub and div layers.
But I wonder why you setup the same normalization for configs/cifar10_resnet_3b2_bn.json? I noticed that this network is from VNNCOMP and it doesn't contain normalization layer like sub/div. Then isn't it wrong to add this normalization as it changes the computation?
I would be grateful if you could provide some insight of this problem.
Thank you!
The text was updated successfully, but these errors were encountered:
Hi,
I am reading your documentation and config files to try out MN-BAB.
I noticed that you set up normalization as follows for
cifar10_conv_small.json
, which seems to be reasonable as the original onnx model from ERAN indeed includes the sub and div layers.But I wonder why you setup the same normalization for
configs/cifar10_resnet_3b2_bn.json
? I noticed that this network is from VNNCOMP and it doesn't contain normalization layer like sub/div. Then isn't it wrong to add this normalization as it changes the computation?I would be grateful if you could provide some insight of this problem.
Thank you!
The text was updated successfully, but these errors were encountered: