How to set a different learning rate for a single layer in a network

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Hi, I tried this but it is giving me the error: “TypeError: SGD() got multiple values for argument ‘lr’”. Do you have any suggestion on what the problem could be and how to solve it?
Thanks and regards,
Charvi