In my graph I have a few IfElse nodes and I am wondering how and where they 
are executed. 

At first I ran the code with linker=cvm in my THEANO_FLAGS but after 
profiling it looked like the ifelse is being executed on the CPU. Then I 
forced the linker=c to check whether the IfElse will go through and I got 
the NotImplementedError: if{inplace, gpu} cannot produce C code. Btw 
removing inline optimization did not help as it still gave the same error. 

So does IfElse have a GPU implementation? If yes how do I use it? Also, 
does it do lazy evaluation or not? 

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