It is a missing feature. Rules should be added to 
https://github.com/apache/incubator-tvm/blob/master/python/tvm/relay/quantize/_annotate.py
 and
https://github.com/apache/incubator-tvm/blob/master/src/relay/quantize/calibrate.cc

For performance part, you might also need to take a look of `conv2d_transpose` 
in topi to get better performance for quantized mode





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