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eth-sri / eran

ETH Robustness Analyzer for Deep Neural Networks
Apache License 2.0
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ELU activation function #17

Open khedher1984 opened 4 years ago

khedher1984 commented 4 years ago

Hello, In a research work related to the robustness of images to geometric transformations, we used your ERAN code, which allows the use of abstract interpretation. Here is our publication Currently, and in the same application we need to evaluate another model that uses the ELU (Exponential Linear Unit) activation function. At this time, the available version of your code is not suitable for the ELU function. Could you please inform me whether it is possible to use your code in the case of an ELU activation function or whether you plan to adapt the code to the different activation functions? Thank you in advance, Yours sincerely.

GgnDpSngh commented 4 years ago

Hi there,

Thanks for your interest in using ERAN. We currently do not support the ELU activation function in ERAN as the networks we tried did not require this functionality. However, adding this support is straightforward and we will let you know when this is available.

Cheers, Gagandeep Singh