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[Relay] Adding _contrib_BilinearResize2D op from mxnet (apache#2777)
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* adding _contrib_BilinearResize2D op from mxnet

* error fixed

* use resize instead of upsample
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Laurawly authored and wweic committed Mar 20, 2019
1 parent e602f46 commit 80e2896
Showing 1 changed file with 12 additions and 0 deletions.
12 changes: 12 additions & 0 deletions python/tvm/relay/frontend/mxnet.py
Original file line number Diff line number Diff line change
Expand Up @@ -437,6 +437,17 @@ def _mx_roi_align(inputs, attrs):
new_attrs["layout"] = "NCHW"
return _op.vision.roi_align(inputs[0], inputs[1], **new_attrs)

def _mx_upsampling(inputs, attrs):
scale_height = attrs.get_float("scale_height", None)
scale_width = attrs.get_float("scale_width", None)
height = attrs.get_int("height", 1)
width = attrs.get_int("width", 1)
if scale_height is not None:
height = scale_height * inputs[0].shape[2]
if scale_width is not None:
width = scale_width * inputs[0].shape[3]
size = (inputs[0].shape[0], inputs[0].shape[1], height, width)
return _op.image.resize(inputs[0], size)

def _mx_roi_pooling(inputs, attrs):
new_attrs = {}
Expand Down Expand Up @@ -646,6 +657,7 @@ def _mx_shape_array(inputs, attrs):
"SoftmaxOutput" : _mx_softmax_output,
"SoftmaxActivation" : _mx_softmax_activation,
# vision
"_contrib_BilinearResize2D" : _mx_upsampling,
"_contrib_MultiBoxPrior" : _mx_multibox_prior,
"_contrib_MultiBoxDetection" : _mx_multibox_detection,
"_contrib_ROIAlign" : _mx_roi_align,
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