tkonolige commented on a change in pull request #6516:
URL: https://github.com/apache/incubator-tvm/pull/6516#discussion_r495315240
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File path: src/relay/op/vision/rcnn_op.cc
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@@ -119,14 +119,34 @@ bool ROIPoolRel(const Array<Type>& types, int num_inputs,
const Attrs& attrs,
CHECK(roi_pool_attrs);
CHECK_EQ(dshape.size(), 4) << "Input data should be 4-D.";
CHECK_EQ(rshape.size(), 2) << "Input rois should be 2-D.";
- CHECK_EQ(roi_pool_attrs->layout, "NCHW") << "ROI Pool only supports NCHW
layout";
// assign output type
- std::vector<IndexExpr> oshape(
- {rshape[0], dshape[1], roi_pool_attrs->pooled_size[0],
roi_pool_attrs->pooled_size[1]});
+ std::vector<IndexExpr> oshape;
+ if (roi_pool_attrs->layout == "NCHW") {
+ oshape = {rshape[0], dshape[1], roi_pool_attrs->pooled_size[0],
roi_pool_attrs->pooled_size[1]};
+ } else {
+ CHECK_EQ(roi_pool_attrs->layout, "NHWC") << "Unexpected ROI Pool layout";
Review comment:
Maybe you could add what the expected layout should be?
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