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Backport to 1.6 (#16773, #16781, #16783, #16716, #16699, #16728, #16769, #16792)#16832

Merged

ptrendx merged 8 commits intoapache:v1.6.xfrom ptrendx:1.6_cherry_picks2

Nov 16, 2019

+1,390-291

Commits on Nov 15, 2019

Fix nightly build (apache#16773 )

hzfan
authored and
ptrendx
committed
Fix (apache#16781 )
ptrendx
committed
Speed fused_op compilation by caching ptx and jit-compiled functions (apache#16783 )

DickJC123
authored and
ptrendx
committed
[Numpy] Fix collect_params().zero_grad() in gluon numpy interface (apache#16716 )

sxjscience
authored and
ptrendx
committed
Mixed data type binary ops (apache#16699 )

haojin2
authored and
ptrendx
committed
Support boolean elemwise/broadcast binary add, multiply and true_divide (apache#16728 )

haojin2
authored and
ptrendx
committed
Fix rtrue_divide grad (apache#16769 )

reminisce
authored and
ptrendx
committed
Fix numpy-compatible mean output type for integer inputs (apache#16792 )

haojin2
authored and
ptrendx
committed