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Is it possible to use GPU for forward pass of a tensorflow model in opencv 3.4.1 dnn

Was trying to find a GPU implementation of dnn::forward .... wanted to know if there is any work being done?? .... and would the workaround this would be to get all the weights and write a cuda version of forward pass myself??