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Update optimizer opset version checks for latest ONNX opset 26 #28966

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Merged
yuslepukhin merged 8 commits into from
Jun 12, 2026
Merged

Update optimizer opset version checks for latest ONNX opset 26 #28966

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6a12338
Update optimizer opset version checks for latest ONNX opset 25
yuslepukhin Jun 9, 2026
62264db
Update optimizer opset version checks for ONNX opset 26 and add curre…
yuslepukhin Jun 10, 2026
1e044d7
Address review comments: fix .at() crash risk, remove redundant check
yuslepukhin Jun 11, 2026
8ca6320
Add Shape opset 15+ start/end attribute guards to prevent incorrect f…
yuslepukhin Jun 11, 2026
033ac63
Fix Shape end-attr guard to accept INT64_MAX as full-shape default
yuslepukhin Jun 11, 2026
992c85e
Add comments explaining partial-shape guard logic
yuslepukhin Jun 11, 2026
7941263
Add scope comment to LoadModelAtCurrentOpset helper
yuslepukhin Jun 11, 2026
06ef3db
Extract IsFullShapeNode helper into graph_utils
yuslepukhin Jun 11, 2026
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58 changes: 29 additions & 29 deletions onnxruntime/core/optimizer/attention_fusion.cc
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Original file line number Diff line number Diff line change
Expand Up @@ -349,22 +349,22 @@ static bool TryFuseMobileClipMHA(Node& qkv_matmul,

const Node* sequence_transpose = graph_utils::GetInputNode(qkv_matmul, 0);
if (sequence_transpose == nullptr ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*sequence_transpose, "Transpose", {1, 13}, kOnnxDomain) ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*sequence_transpose, "Transpose", {1, 13, 21, 23, 24, 25}, kOnnxDomain) ||
!HasExpectedPerm(*sequence_transpose, {0, 2, 1}) ||
!optimizer_utils::CheckOutputEdges(graph, *sequence_transpose, 1)) {
return false;
}

const Node* input_reshape = graph_utils::GetInputNode(*sequence_transpose, 0);
if (input_reshape == nullptr ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*input_reshape, "Reshape", {5, 13, 14}, kOnnxDomain) ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*input_reshape, "Reshape", {5, 13, 14, 19, 21, 23, 24, 25}, kOnnxDomain) ||
!optimizer_utils::CheckOutputEdges(graph, *input_reshape, 1)) {
return fail("missing input Reshape before sequence transpose");
}

Node* qkv_reshape = GetOnlyChildByOutputIndex(graph, qkv_matmul, 0, "Reshape");
if (qkv_reshape == nullptr ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*qkv_reshape, "Reshape", {5, 13, 14}, kOnnxDomain) ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*qkv_reshape, "Reshape", {5, 13, 14, 19, 21, 23, 24, 25}, kOnnxDomain) ||
!optimizer_utils::CheckOutputEdges(graph, *qkv_reshape, 1)) {
return fail("qkv Reshape after MatMul not matched");
}
Expand All @@ -379,9 +379,9 @@ static bool TryFuseMobileClipMHA(Node& qkv_matmul,
Node* k_squeeze = GetOnlyChildByOutputIndex(graph, *split, 1, "Squeeze");
Node* v_transpose = GetOnlyChildByOutputIndex(graph, *split, 2, "Transpose");
if (q_transpose == nullptr || k_squeeze == nullptr || v_transpose == nullptr ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*q_transpose, "Transpose", {1, 13}, kOnnxDomain) ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*k_squeeze, "Squeeze", {13}, kOnnxDomain) ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*v_transpose, "Transpose", {1, 13}, kOnnxDomain) ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*q_transpose, "Transpose", {1, 13, 21, 23, 24, 25}, kOnnxDomain) ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*k_squeeze, "Squeeze", {13, 21, 23, 24, 25}, kOnnxDomain) ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*v_transpose, "Transpose", {1, 13, 21, 23, 24, 25}, kOnnxDomain) ||
!HasExpectedPerm(*q_transpose, {2, 0, 3, 1, 4}) ||
!HasExpectedPerm(*v_transpose, {2, 0, 3, 1, 4}) ||
!HasExpectedAxesInput(graph, *k_squeeze, {2})) {
Expand All @@ -391,8 +391,8 @@ static bool TryFuseMobileClipMHA(Node& qkv_matmul,
Node* q_squeeze = GetOnlyChildByOutputIndex(graph, *q_transpose, 0, "Squeeze");
Node* v_squeeze = GetOnlyChildByOutputIndex(graph, *v_transpose, 0, "Squeeze");
if (q_squeeze == nullptr || v_squeeze == nullptr ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*q_squeeze, "Squeeze", {13}, kOnnxDomain) ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*v_squeeze, "Squeeze", {13}, kOnnxDomain) ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*q_squeeze, "Squeeze", {13, 21, 23, 24, 25}, kOnnxDomain) ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*v_squeeze, "Squeeze", {13, 21, 23, 24, 25}, kOnnxDomain) ||
!HasExpectedAxesInput(graph, *q_squeeze, {0}) ||
!HasExpectedAxesInput(graph, *v_squeeze, {0})) {
return fail("q/v squeeze pattern not matched");
Expand All @@ -402,7 +402,7 @@ static bool TryFuseMobileClipMHA(Node& qkv_matmul,
Node* k_transpose = GetOnlyChildByOutputIndex(graph, *k_squeeze, 0, "Transpose");
if (q_scale_mul == nullptr || k_transpose == nullptr ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*q_scale_mul, "Mul", {7, 13, 14}, kOnnxDomain) ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*k_transpose, "Transpose", {1, 13}, kOnnxDomain) ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*k_transpose, "Transpose", {1, 13, 21, 23, 24, 25}, kOnnxDomain) ||
!HasExpectedPerm(*k_transpose, {0, 2, 3, 1})) {
return fail("q scale Mul or k Transpose(0,2,3,1) not matched");
}
Expand Down Expand Up @@ -460,15 +460,15 @@ static bool TryFuseMobileClipMHA(Node& qkv_matmul,

Node* transpose_3 = GetOnlyChildByOutputIndex(graph, *qkv_matmul_1, 0, "Transpose");
if (transpose_3 == nullptr ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*transpose_3, "Transpose", {1, 13}, kOnnxDomain) ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*transpose_3, "Transpose", {1, 13, 21, 23, 24, 25}, kOnnxDomain) ||
!HasExpectedPerm(*transpose_3, {0, 2, 1, 3}) ||
!optimizer_utils::CheckOutputEdges(graph, *transpose_3, 1)) {
return fail("output Transpose(0,2,1,3) not matched");
}

Node* reshape_2 = GetOnlyChildByOutputIndex(graph, *transpose_3, 0, "Reshape");
if (reshape_2 == nullptr ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*reshape_2, "Reshape", {5, 13, 14}, kOnnxDomain) ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*reshape_2, "Reshape", {5, 13, 14, 19, 21, 23, 24, 25}, kOnnxDomain) ||
!optimizer_utils::CheckOutputEdges(graph, *reshape_2, 1)) {
return fail("output Reshape not matched");
}
Expand Down Expand Up @@ -497,7 +497,7 @@ static bool TryFuseMobileClipMHA(Node& qkv_matmul,
if (proj_gemm == nullptr) {
proj_gemm_input_reshape = GetOnlyChildByOutputIndex(graph, *reshape_2, 0, "Reshape");
if (proj_gemm_input_reshape == nullptr ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*proj_gemm_input_reshape, "Reshape", {5, 13, 14}, kOnnxDomain) ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*proj_gemm_input_reshape, "Reshape", {5, 13, 14, 19, 21, 23, 24, 25}, kOnnxDomain) ||
!optimizer_utils::CheckOutputEdges(graph, *proj_gemm_input_reshape, 1)) {
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return fail("projection MatMul/Gemm not matched");
}
Expand All @@ -511,7 +511,7 @@ static bool TryFuseMobileClipMHA(Node& qkv_matmul,

proj_gemm_output_reshape = GetOnlyChildByOutputIndex(graph, *proj_gemm, 0, "Reshape");
if (proj_gemm_output_reshape == nullptr ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*proj_gemm_output_reshape, "Reshape", {5, 13, 14}, kOnnxDomain) ||
!graph_utils::IsSupportedOptypeVersionAndDomain(*proj_gemm_output_reshape, "Reshape", {5, 13, 14, 19, 21, 23, 24, 25}, kOnnxDomain) ||
!optimizer_utils::CheckOutputEdges(graph, *proj_gemm_output_reshape, 1)) {
return fail("normalized projection Gemm output Reshape not matched");
}
Expand Down Expand Up @@ -920,11 +920,11 @@ static bool FuseSubGraphQKImpl(Node& layer_norm,
}

std::vector<graph_utils::EdgeEndToMatch> q_path{
{0, 0, "Transpose", {1, 13}, kOnnxDomain},
{0, 0, "Reshape", {5, 13}, kOnnxDomain},
{0, 0, "Add", {7, 13}, kOnnxDomain},
{0, 0, "Transpose", {1, 13, 21, 23, 24, 25}, kOnnxDomain},
{0, 0, "Reshape", {5, 13, 14, 19, 21, 23, 24, 25}, kOnnxDomain},
{0, 0, "Add", {7, 13, 14}, kOnnxDomain},
{0, 0, "MatMul", {1, 9, 13}, kOnnxDomain},
{0, 0, "LayerNormalization", {1}, kOnnxDomain}};
{0, 0, "LayerNormalization", {1, 17}, kOnnxDomain}};
if (!graph_utils::FindPath(edges[edges.size() - 1]->GetNode(), true, q_path, edges, logger)) {
DEBUG_LOG("Failed to find path for q");
return false;
Expand Down Expand Up @@ -953,9 +953,9 @@ static bool FuseSubGraphQKImpl(Node& layer_norm,
}

std::vector<graph_utils::EdgeEndToMatch> k_path{
{0, 1, "Transpose", {1, 13}, kOnnxDomain},
{0, 0, "Reshape", {5, 13}, kOnnxDomain},
{0, 0, "Add", {7, 13}, kOnnxDomain},
{0, 1, "Transpose", {1, 13, 21, 23, 24, 25}, kOnnxDomain},
{0, 0, "Reshape", {5, 13, 14, 19, 21, 23, 24, 25}, kOnnxDomain},
{0, 0, "Add", {7, 13, 14}, kOnnxDomain},
{0, 0, "MatMul", {1, 9, 13}, kOnnxDomain},
{0, 0, "LayerNormalization", {1, 17}, kOnnxDomain}};

Expand Down Expand Up @@ -1070,8 +1070,8 @@ static bool FuseSubGraphQK(Node& layer_norm,
const logging::Logger& logger) {
// path to q
std::vector<graph_utils::EdgeEndToMatch> q_varience_path{
{0, 0, "Div", {7, 13}, kOnnxDomain},
{0, 0, "MatMul", {1, 9}, kOnnxDomain}};
{0, 0, "Div", {7, 13, 14}, kOnnxDomain},
{0, 0, "MatMul", {1, 9, 13}, kOnnxDomain}};
std::vector<const Node::EdgeEnd*> edges;
if (!graph_utils::FindPath(*(mask_nodes.add), true, q_varience_path, edges, logger)) {
DEBUG_LOG("Failed to find path for q");
Expand Down Expand Up @@ -1163,7 +1163,7 @@ static bool FuseSubGraphQKDistilBert(Node& layer_norm,
// path to q
std::vector<graph_utils::EdgeEndToMatch> q_varience_path{
{0, 2, "MatMul", {1, 9, 13}, kOnnxDomain},
{0, 0, "Div", {7, 13}, kOnnxDomain}};
{0, 0, "Div", {7, 13, 14}, kOnnxDomain}};
std::vector<const Node::EdgeEnd*> edges;
if (!graph_utils::FindPath(*(mask_nodes.where), true, q_varience_path, edges, logger)) {
DEBUG_LOG("Failed to find path for q");
Expand Down Expand Up @@ -1265,14 +1265,14 @@ bool AttentionFusion::FuseSubGraph(Node& layer_norm,
std::map<std::string, NodeArg*>& mask_int32_map,
const logging::Logger& logger) {
std::vector<graph_utils::EdgeEndToMatch> parent_path{
{0, 0, "Add", {7, 13}, kOnnxDomain},
{0, 0, "Add", {7, 13, 14}, kOnnxDomain},
{0, 0, "MatMul", {1, 9, 13}, kOnnxDomain},
{0, 0, "Reshape", {5, 13}, kOnnxDomain},
{0, 0, "Transpose", {1, 13}, kOnnxDomain},
{0, 0, "Reshape", {5, 13, 14, 19, 21, 23, 24, 25}, kOnnxDomain},
{0, 0, "Transpose", {1, 13, 21, 23, 24, 25}, kOnnxDomain},
{0, 0, "MatMul", {1, 9, 13}, kOnnxDomain},
{0, 1, "Transpose", {1, 13}, kOnnxDomain},
{0, 0, "Reshape", {5, 13}, kOnnxDomain},
{0, 0, "Add", {7, 13}, kOnnxDomain},
{0, 1, "Transpose", {1, 13, 21, 23, 24, 25}, kOnnxDomain},
{0, 0, "Reshape", {5, 13, 14, 19, 21, 23, 24, 25}, kOnnxDomain},
{0, 0, "Add", {7, 13, 14}, kOnnxDomain},
{0, 0, "MatMul", {1, 9, 13}, kOnnxDomain},
{0, 0, "LayerNormalization", {1, 17}, kOnnxDomain}};

Expand Down
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