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Thanks! if NOT self.config.grad_clip, clipped_grads_and_vars is not defined. But the performance will be better when using grad clipping. So I omit the self.config.grad_clip flag.
FYI, https://github.com/zlpure/CS234/blob/master/assignment2/q2_linear.py#L245
would produce error as
clipped_grads_and_vars
wouldn't be available if notself.clipped_grads_and_vars
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