chrishkchris commented on issue #674: Autograd Layer constructor URL: https://github.com/apache/singa/issues/674#issuecomment-612571682 > @chrishkchris. Thanks for the correction, It is my fault. But for the initialization of the handle, it won't submit operations to Device. So they are not included in the graph either. yes, constructor of handle don't contain any operations to submit to Device, no matter in conv2d or in rnn. In Shicong code the only thing to modify is to turn off buffering by wrapping the line in the link below https://github.com/apache/singa/blob/19f2020fda36032fdc26dc5910dacbfcff638e7f/python/singa/autograd.py#L3406
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