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@tigerneil
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Came across the following problem:

---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-10-a2225fbe7357> in <module>()
    104 )
    105 
--> 106 grad_comp_1 = theano.clone(dHdG, replace={samples_from_generator: w_var})/batchsize
    107 grad_comp_2 = T.grad(theano.clone(log_prior, replace={samples_from_generator: w_var}), wrt=w_var)
    108 grad_comp_3 = T.grad(theano.clone(log_likelihood, replace={samples_from_generator: w_var}), wrt=w_var)

NameError: name 'batchsize' is not defined

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