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Fixed a minor bug in layout transformation for Resize #21954

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merged 2 commits into from
Oct 31, 2024
Merged

Fixed a minor bug in layout transformation for Resize #21954

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Fixed a minor bug in layout transformation for Resize
Honry Sep 2, 2024
22d05c4
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Honry Oct 23, 2024
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6 changes: 5 additions & 1 deletion onnxruntime/core/optimizer/layout_transformation/layout_transformation.cc
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Expand Up @@ -177,7 +177,11 @@ Status TransformLayoutForEP(Graph& graph, bool& modified, const IExecutionProvid
for (size_t i = 2; i < node->Inputs().size(); i++) {
auto constant = api_graph->GetConstant(node->Inputs()[i]);
if (constant != nullptr && constant->Data().size() > 0) {
input_perms.push_back(&input_perm);
// Starting from opset version 18, 'scales' and 'sizes' can be 2D tensors.
// However, our current implementation only supports the transposition of 4D tensors.
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if (constant->NumElements() == 4) {
input_perms.push_back(&input_perm);
}
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} else {
// TODO: Fix inconsistency. We should Transpose the non-const inputs so that the result of our changes
// is consistent - all layout specific inputs are in NHWC format when we're done.
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