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Revert "fix handling of multiple QuantizeLinear nodes" #413

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Aug 3, 2024
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Revert "fix handling of multiple QuantizeLinear nodes" #413

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33 changes: 16 additions & 17 deletions onnxruntime/core/providers/openvino/qdq_transformations/qdq_stripping.cc
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Original file line number Diff line number Diff line change
Expand Up @@ -583,23 +583,22 @@ static void AddQDQNodeUnit(onnxruntime::Graph& dst_graph,

// Handle Qs in the NodeUnit
if (!node_unit.GetQNodes().empty()) {
for (auto i = 0 ; i < node_unit.GetQNodes().size() ; i++) {
const auto& q_node = node_unit.GetQNodes().at(0);

SkipReason reason;

bool keep_q = CheckQRuleSet(node_unit, q_node, src_graph, reason);

if (keep_q) {
AddNode(initializers_to_keep, src_graph, dst_graph, *q_node);
// if keep_q, then output defs of the target node doesn't change
output_args.push_back(&dst_graph.GetOrCreateNodeArg(target_node.OutputDefs().at(i)->Name(),
target_node.OutputDefs().at(i)->TypeAsProto()));
} else {
// convert this Q to float
output_args.push_back(&ProcessNodeUnitIO(dst_graph, src_graph, initializers_to_keep,
node_unit_outputs.at(i)));
}
ORT_ENFORCE(node_unit.GetQNodes().size() == 1);
const auto& q_node = node_unit.GetQNodes().at(0);

SkipReason reason;

bool keep_q = CheckQRuleSet(node_unit, q_node, src_graph, reason);

if (keep_q) {
AddNode(initializers_to_keep, src_graph, dst_graph, *q_node);
// if keep_q, then output defs of the target node doesn't change
output_args.push_back(&dst_graph.GetOrCreateNodeArg(target_node.OutputDefs().at(0)->Name(),
target_node.OutputDefs().at(0)->TypeAsProto()));
} else {
// convert this Q to float
output_args.push_back(&ProcessNodeUnitIO(dst_graph, src_graph, initializers_to_keep,
node_unit_outputs.at(0)));
}
} else {
for (const auto& node_unit_output : node_unit_outputs) {
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