No performance gain with threading DNN module

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I have implemented two networks and using two separate threads to call upon them and processing images. Surprisingly the processing times are adding up, which makes it look like two networks are sharing resources and I have not checked the output of the networks and I am not sure whether parallel calls are corrupting network's processing data or not.

Can someone explain why threading with two separate networks won't work as expected?