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-rw-r--r--src/TosaSerialize.cpp266
m---------third_party/serialization_lib0
2 files changed, 70 insertions, 196 deletions
diff --git a/src/TosaSerialize.cpp b/src/TosaSerialize.cpp
index 60393ae..a6ea5ff 100644
--- a/src/TosaSerialize.cpp
+++ b/src/TosaSerialize.cpp
@@ -94,72 +94,6 @@ DType Type2DType(mlir::Type element_type) {
return DType_UNKNOWN;
}
-int GetQuantizedParameter(mlir::Type type, std::vector<float> &scale,
- std::vector<int32_t> &zeropoint,
- int32_t &quantized_dimension, int64_t &quant_min,
- int64_t &quant_max) {
- if (auto qtype = type.dyn_cast<mlir::quant::UniformQuantizedType>()) {
- scale.push_back(qtype.getScale());
- zeropoint.push_back(qtype.getZeroPoint());
- quantized_dimension = 0;
-
- quant_min = qtype.getStorageTypeMin();
- quant_max = qtype.getStorageTypeMax();
- } else if (auto qtype =
- type.dyn_cast<mlir::quant::UniformQuantizedPerAxisType>()) {
- scale.assign(qtype.getScales().begin(), qtype.getScales().end());
- zeropoint.assign(qtype.getZeroPoints().begin(),
- qtype.getZeroPoints().end());
- quantized_dimension = qtype.getQuantizedDimension();
-
- quant_min = qtype.getStorageTypeMin();
- quant_max = qtype.getStorageTypeMax();
- } else {
- return 1;
- }
-
- return 0;
-}
-
-TosaQuantInfoBase *
-GetUnaryQuantInfo(mlir::tosa::UnaryOpQuantizationAttr quant_info) {
- int32_t input_zp = quant_info.input_zp().getInt();
- int32_t output_zp = quant_info.output_zp().getInt();
-
- TosaQuantInfoBase *qinfo = new TosaUnaryQuantInfo(input_zp, output_zp);
-
- return qinfo;
-}
-
-TosaQuantInfoBase *
-GetConvQuantInfo(mlir::tosa::ConvOpQuantizationAttr quant_info) {
- int32_t input_zp = quant_info.input_zp().getInt();
- int32_t weight_zp = quant_info.weight_zp().getInt();
-
- TosaQuantInfoBase *qinfo = new TosaConvQuantInfo(input_zp, weight_zp);
-
- return qinfo;
-}
-
-TosaQuantInfoBase *
-GetPadQuantInfo(mlir::tosa::PadOpQuantizationAttr quant_info) {
- int32_t input_zp = quant_info.input_zp().getInt();
-
- TosaQuantInfoBase *qinfo = new TosaPadQuantInfo(input_zp);
-
- return qinfo;
-}
-
-TosaQuantInfoBase *
-GetMatMulQuantInfo(mlir::tosa::MatMulOpQuantizationAttr quant_info) {
- int32_t a_zp = quant_info.a_zp().getInt();
- int32_t b_zp = quant_info.b_zp().getInt();
-
- TosaQuantInfoBase *qinfo = new TosaMatMulQuantInfo(a_zp, b_zp);
-
- return qinfo;
-}
-
class TosaSerializationBlockBuilder;
class TosaSerializationOperatorBuilder {
@@ -267,26 +201,19 @@ TosaSerializationOperatorBuilder::BuildPoolOpFromMlirOp(mlir::Operation &op,
std::string input_name = GetTensorName(op.getOperand(0));
std::string output_name = GetTensorName(op.getResult(0));
- TosaPoolAttribute attribute(pad, kernel, stride);
auto quant_info = op.getAttrOfType<mlir::tosa::UnaryOpQuantizationAttr>(
"quantization_info");
- QuantInfo qinfo_type;
- TosaQuantInfoBase *qinfo;
- if (quant_info) {
- qinfo_type = QuantInfo_UnaryQuantInfo;
- qinfo = GetUnaryQuantInfo(quant_info);
- } else {
- qinfo_type = QuantInfo_NONE;
- qinfo = new TosaNoneQuantInfo();
- }
+
+ int32_t input_zp = quant_info ? quant_info.input_zp().getInt() : 0;
+ int32_t output_zp = quant_info ? quant_info.output_zp().getInt() : 0;
+
+ TosaPoolAttribute attribute(pad, kernel, stride, input_zp, output_zp);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- opcode, Attribute_PoolAttribute, &attribute, qinfo_type, qinfo,
+ opcode, Attribute_PoolAttribute, &attribute,
std::vector<std::string>{input_name},
std::vector<std::string>{output_name});
- delete qinfo;
-
return tyop;
}
@@ -298,7 +225,7 @@ TosaSerializationOperatorBuilder::BuildEwiseBinaryOpFromMlirOp(
std::string output_name = GetTensorName(op.getResult(0));
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- opcode, Attribute_NONE, nullptr, QuantInfo_NONE, nullptr,
+ opcode, Attribute_NONE, nullptr,
std::vector<std::string>{input0_name, input1_name},
std::vector<std::string>{output_name});
@@ -312,7 +239,7 @@ TosaSerializationOperatorBuilder::BuildEwiseUnaryOpFromMlirOp(
std::string output_name = GetTensorName(op.getResult(0));
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- opcode, Attribute_NONE, nullptr, QuantInfo_NONE, nullptr,
+ opcode, Attribute_NONE, nullptr,
std::vector<std::string>{input_name},
std::vector<std::string>{output_name});
@@ -329,7 +256,7 @@ TosaSerializationOperatorBuilder::BuildReductionOpFromMlirOp(
TosaAxisAttribute attribute(axis);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- opcode, Attribute_AxisAttribute, &attribute, QuantInfo_NONE, nullptr,
+ opcode, Attribute_AxisAttribute, &attribute,
std::vector<std::string>{input_name},
std::vector<std::string>{output_name});
@@ -560,7 +487,7 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::ConstOp>(
ts->SetData(u8_data);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_CONST, Attribute_NONE, nullptr, QuantInfo_NONE, nullptr,
+ Op_CONST, Attribute_NONE, nullptr,
std::vector<std::string>{}, std::vector<std::string>{output_name});
return tyop;
@@ -597,27 +524,20 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::Conv2DOp>(
std::string input2_name = GetTensorName(op.getOperand(2));
std::string output_name = GetTensorName(op.getResult(0));
- TosaConvAttribute attribute(pad, stride, dilation);
auto quant_info =
op.getAttrOfType<mlir::tosa::ConvOpQuantizationAttr>("quantization_info");
- QuantInfo qinfo_type;
- TosaQuantInfoBase *qinfo;
- if (quant_info) {
- qinfo_type = QuantInfo_ConvQuantInfo;
- qinfo = GetConvQuantInfo(quant_info);
- } else {
- qinfo_type = QuantInfo_NONE;
- qinfo = new TosaNoneQuantInfo();
- }
+
+ int32_t input_zp = quant_info ? quant_info.input_zp().getInt() : 0;
+ int32_t weight_zp = quant_info ? quant_info.weight_zp().getInt() : 0;
+
+ TosaConvAttribute attribute(pad, stride, dilation, input_zp, weight_zp);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_CONV2D, Attribute_ConvAttribute, &attribute, qinfo_type, qinfo,
+ Op_CONV2D, Attribute_ConvAttribute, &attribute,
std::vector<std::string>{input0_name, input1_name, input2_name},
std::vector<std::string>{output_name});
- delete qinfo;
-
return tyop;
}
@@ -652,27 +572,19 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::DepthwiseConv2DOp>(
std::string input2_name = GetTensorName(op.getOperand(2));
std::string output_name = GetTensorName(op.getResult(0));
- TosaConvAttribute attribute(pad, stride, dilation);
-
auto quant_info =
op.getAttrOfType<mlir::tosa::ConvOpQuantizationAttr>("quantization_info");
- QuantInfo qinfo_type;
- TosaQuantInfoBase *qinfo;
- if (quant_info) {
- qinfo_type = QuantInfo_ConvQuantInfo;
- qinfo = GetConvQuantInfo(quant_info);
- } else {
- qinfo_type = QuantInfo_NONE;
- qinfo = new TosaNoneQuantInfo();
- }
+
+ int32_t input_zp = quant_info ? quant_info.input_zp().getInt() : 0;
+ int32_t weight_zp = quant_info ? quant_info.weight_zp().getInt() : 0;
+
+ TosaConvAttribute attribute(pad, stride, dilation, input_zp, weight_zp);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_DEPTHWISE_CONV2D, Attribute_ConvAttribute, &attribute, qinfo_type,
- qinfo, std::vector<std::string>{input0_name, input1_name, input2_name},
+ Op_DEPTHWISE_CONV2D, Attribute_ConvAttribute, &attribute,
+ std::vector<std::string>{input0_name, input1_name, input2_name},
std::vector<std::string>{output_name});
- delete qinfo;
-
return tyop;
}
@@ -708,28 +620,19 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::TransposeConv2DOp>(
std::string input2_name = GetTensorName(op.getOperand(2));
std::string output_name = GetTensorName(op.getResult(0));
- TosaTransposeConvAttribute attribute(outpad, stride, output_shape);
-
auto quant_info =
op.getAttrOfType<mlir::tosa::ConvOpQuantizationAttr>("quantization_info");
- QuantInfo qinfo_type;
- TosaQuantInfoBase *qinfo;
- if (quant_info) {
- qinfo_type = QuantInfo_ConvQuantInfo;
- qinfo = GetConvQuantInfo(quant_info);
- } else {
- qinfo_type = QuantInfo_NONE;
- qinfo = new TosaNoneQuantInfo();
- }
+
+ int32_t input_zp = quant_info ? quant_info.input_zp().getInt() : 0;
+ int32_t weight_zp = quant_info ? quant_info.weight_zp().getInt() : 0;
+
+ TosaTransposeConvAttribute attribute(outpad, stride, output_shape, input_zp, weight_zp);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
Op_TRANSPOSE_CONV2D, Attribute_TransposeConvAttribute, &attribute,
- qinfo_type, qinfo,
std::vector<std::string>{input0_name, input1_name, input2_name},
std::vector<std::string>{output_name});
- delete qinfo;
-
return tyop;
}
@@ -744,23 +647,16 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::FullyConnectedOp>(
auto quant_info =
op.getAttrOfType<mlir::tosa::ConvOpQuantizationAttr>("quantization_info");
- QuantInfo qinfo_type;
- TosaQuantInfoBase *qinfo;
- if (quant_info) {
- qinfo_type = QuantInfo_ConvQuantInfo;
- qinfo = GetConvQuantInfo(quant_info);
- } else {
- qinfo_type = QuantInfo_NONE;
- qinfo = new TosaNoneQuantInfo();
- }
+
+ int32_t input_zp = quant_info ? quant_info.input_zp().getInt() : 0;
+ int32_t weight_zp = quant_info ? quant_info.weight_zp().getInt() : 0;
+ TosaFullyConnectedAttribute attribute(input_zp, weight_zp);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_FULLY_CONNECTED, Attribute_NONE, nullptr, qinfo_type, qinfo,
+ Op_FULLY_CONNECTED, Attribute_FullyConnectedAttribute, &attribute,
std::vector<std::string>{input0_name, input1_name, input2_name},
std::vector<std::string>{output_name});
- delete qinfo;
-
return tyop;
}
@@ -774,23 +670,17 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::MatMulOp>(
auto quant_info = op.getAttrOfType<mlir::tosa::MatMulOpQuantizationAttr>(
"quantization_info");
- QuantInfo qinfo_type;
- TosaQuantInfoBase *qinfo;
- if (quant_info) {
- qinfo_type = QuantInfo_MatMulQuantInfo;
- qinfo = GetMatMulQuantInfo(quant_info);
- } else {
- qinfo_type = QuantInfo_NONE;
- qinfo = new TosaNoneQuantInfo();
- }
+
+ int32_t A_zp = quant_info ? quant_info.a_zp().getInt() : 0;
+ int32_t B_zp = quant_info ? quant_info.b_zp().getInt() : 0;
+
+ TosaMatMulAttribute attribute(A_zp, B_zp);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_MATMUL, Attribute_NONE, nullptr, qinfo_type, qinfo,
+ Op_MATMUL, Attribute_MatMulAttribute, &attribute,
std::vector<std::string>{input0_name, input1_name},
std::vector<std::string>{output_name});
- delete qinfo;
-
return tyop;
}
@@ -804,7 +694,7 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::SelectOp>(
std::string output_name = GetTensorName(op.getResult(0));
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_SELECT, Attribute_NONE, nullptr, QuantInfo_NONE, nullptr,
+ Op_SELECT, Attribute_NONE, nullptr,
std::vector<std::string>{input0_name, input1_name, input2_name},
std::vector<std::string>{output_name});
@@ -834,7 +724,7 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::ClampOp>(
TosaClampAttribute attribute(min_int, max_int, min_fp, max_fp);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_CLAMP, Attribute_ClampAttribute, &attribute, QuantInfo_NONE, nullptr,
+ Op_CLAMP, Attribute_ClampAttribute, &attribute,
std::vector<std::string>{input_name},
std::vector<std::string>{output_name});
@@ -853,7 +743,7 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::ArgMaxOp>(
TosaAxisAttribute attribute(axis);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_ARGMAX, Attribute_AxisAttribute, &attribute, QuantInfo_NONE, nullptr,
+ Op_ARGMAX, Attribute_AxisAttribute, &attribute,
std::vector<std::string>{input_name},
std::vector<std::string>{output_name});
@@ -877,7 +767,7 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::ConcatOp>(
TosaAxisAttribute attribute(axis);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_CONCAT, Attribute_AxisAttribute, &attribute, QuantInfo_NONE, nullptr,
+ Op_CONCAT, Attribute_AxisAttribute, &attribute,
inputs, std::vector<std::string>{output_name});
return tyop;
@@ -892,18 +782,14 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::NegateOp>(
auto quant_info = op.getAttrOfType<mlir::tosa::UnaryOpQuantizationAttr>(
"quantization_info");
- QuantInfo qinfo_type;
- TosaQuantInfoBase *qinfo;
- if (quant_info) {
- qinfo_type = QuantInfo_UnaryQuantInfo;
- qinfo = GetUnaryQuantInfo(quant_info);
- } else {
- qinfo_type = QuantInfo_NONE;
- qinfo = new TosaNoneQuantInfo();
- }
+
+ int32_t input_zp = quant_info ? quant_info.input_zp().getInt() : 0;
+ int32_t output_zp = quant_info ? quant_info.output_zp().getInt() : 0;
+
+ TosaNegateAttribute attribute(input_zp, output_zp);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_NEGATE, Attribute_NONE, nullptr, qinfo_type, qinfo,
+ Op_NEGATE, Attribute_NegateAttribute, &attribute,
std::vector<std::string>{input_name},
std::vector<std::string>{output_name});
return tyop;
@@ -926,8 +812,8 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::ReshapeOp>(
TosaReshapeAttribute attribute(shape);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_RESHAPE, Attribute_ReshapeAttribute, &attribute, QuantInfo_NONE,
- nullptr, std::vector<std::string>{input_name},
+ Op_RESHAPE, Attribute_ReshapeAttribute, &attribute,
+ std::vector<std::string>{input_name},
std::vector<std::string>{output_name});
return tyop;
@@ -954,20 +840,8 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::PadOp>(
TosaPadAttribute attribute(paddings, 0 /* pad_const_int */,
0.0f /* pad_const_fp */);
- auto quant_info =
- op.getAttrOfType<mlir::tosa::PadOpQuantizationAttr>("quantization_info");
- QuantInfo qinfo_type;
- TosaQuantInfoBase *qinfo;
- if (quant_info) {
- qinfo_type = QuantInfo_PadQuantInfo;
- qinfo = GetPadQuantInfo(quant_info);
- } else {
- qinfo_type = QuantInfo_NONE;
- qinfo = new TosaNoneQuantInfo();
- }
-
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_PAD, Attribute_PadAttribute, &attribute, qinfo_type, qinfo,
+ Op_PAD, Attribute_PadAttribute, &attribute,
std::vector<std::string>{input_name},
std::vector<std::string>{output_name});
return tyop;
@@ -994,8 +868,8 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::TransposeOp>(
TosaTransposeAttribute attribute(perm);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_TRANSPOSE, Attribute_TransposeAttribute, &attribute, QuantInfo_NONE,
- nullptr, std::vector<std::string>{input_name},
+ Op_TRANSPOSE, Attribute_TransposeAttribute, &attribute,
+ std::vector<std::string>{input_name},
std::vector<std::string>{output_name});
return tyop;
@@ -1023,7 +897,7 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::SliceOp>(
std::string output_name = GetTensorName(op.getResult(0));
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_SLICE, Attribute_SliceAttribute, &attribute, QuantInfo_NONE, nullptr,
+ Op_SLICE, Attribute_SliceAttribute, &attribute,
std::vector<std::string>{input_name},
std::vector<std::string>{output_name});
@@ -1047,7 +921,7 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::TileOp>(
TosaTileAttribute attribute(multiples);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_TILE, Attribute_TileAttribute, &attribute, QuantInfo_NONE, nullptr,
+ Op_TILE, Attribute_TileAttribute, &attribute,
std::vector<std::string>{input_name},
std::vector<std::string>{output_name});
@@ -1063,7 +937,7 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::GatherOp>(
std::string output_name = GetTensorName(op.getResult(0));
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_GATHER, Attribute_NONE, nullptr, QuantInfo_NONE, nullptr,
+ Op_GATHER, Attribute_NONE, nullptr,
std::vector<std::string>{input0_name, input1_name},
std::vector<std::string>{output_name});
@@ -1080,7 +954,7 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::ScatterOp>(
std::string output_name = GetTensorName(op.getResult(0));
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_SCATTER, Attribute_NONE, nullptr, QuantInfo_NONE, nullptr,
+ Op_SCATTER, Attribute_NONE, nullptr,
std::vector<std::string>{input0_name, input1_name, input2_name},
std::vector<std::string>{output_name});
@@ -1144,7 +1018,7 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::ResizeOp>(
offset_fp, mode);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_RESIZE, Attribute_ResizeAttribute, &attribute, QuantInfo_NONE, nullptr,
+ Op_RESIZE, Attribute_ResizeAttribute, &attribute,
std::vector<std::string>{input_name},
std::vector<std::string>{output_name});
@@ -1163,7 +1037,7 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::ReverseOp>(
TosaAxisAttribute attribute(axis);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_REVERSE, Attribute_AxisAttribute, &attribute, QuantInfo_NONE, nullptr,
+ Op_REVERSE, Attribute_AxisAttribute, &attribute,
std::vector<std::string>{input_name},
std::vector<std::string>{output_name});
@@ -1183,7 +1057,7 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::MulOp>(
TosaMulAttribute attribute(shift);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_MUL, Attribute_MulAttribute, &attribute, QuantInfo_NONE, nullptr,
+ Op_MUL, Attribute_MulAttribute, &attribute,
std::vector<std::string>{input0_name, input1_name},
std::vector<std::string>{output_name});
@@ -1204,7 +1078,7 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::ArithmeticRightShiftOp>(
TosaSerializationOperator *tyop = new TosaSerializationOperator(
Op_ARITHMETIC_RIGHT_SHIFT, Attribute_ArithmeticRightShiftAttribute,
- &attribute, QuantInfo_NONE, nullptr,
+ &attribute,
std::vector<std::string>{input0_name, input1_name},
std::vector<std::string>{output_name});
@@ -1232,7 +1106,7 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::TableOp>(
TosaTableAttribute attribute(table);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_TABLE, Attribute_TableAttribute, &attribute, QuantInfo_NONE, nullptr,
+ Op_TABLE, Attribute_TableAttribute, &attribute,
std::vector<std::string>{input_name},
std::vector<std::string>{output_name});
@@ -1273,8 +1147,8 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::RescaleOp>(
scale32, double_round, per_channel);
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_RESCALE, Attribute_RescaleAttribute, &attribute, QuantInfo_NONE,
- nullptr, std::vector<std::string>{input_name},
+ Op_RESCALE, Attribute_RescaleAttribute, &attribute,
+ std::vector<std::string>{input_name},
std::vector<std::string>{output_name});
return tyop;
@@ -1288,7 +1162,7 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::CustomOp>(
std::string output_name = GetTensorName(op.getResult(0));
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_CUSTOM, Attribute_NONE, nullptr, QuantInfo_NONE, nullptr,
+ Op_CUSTOM, Attribute_NONE, nullptr,
std::vector<std::string>{input_name},
std::vector<std::string>{output_name});
@@ -1362,8 +1236,8 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::IfOp>(
}
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_COND_IF, Attribute_CondIfAttribute, &attribute, QuantInfo_NONE,
- nullptr, input_names, output_names);
+ Op_COND_IF, Attribute_CondIfAttribute, &attribute,
+ input_names, output_names);
return tyop;
}
@@ -1435,8 +1309,8 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::WhileOp>(
}
TosaSerializationOperator *tyop = new TosaSerializationOperator(
- Op_WHILE_LOOP, Attribute_WhileLoopAttribute, &attribute, QuantInfo_NONE,
- nullptr, input_names, output_names);
+ Op_WHILE_LOOP, Attribute_WhileLoopAttribute, &attribute,
+ input_names, output_names);
return tyop;
}
diff --git a/third_party/serialization_lib b/third_party/serialization_lib
-Subproject 7ffa1ff137b573e775892836821976e190f2868
+Subproject bdcc3fee1b8bf55aac50e060115b92a1ccf9741
generated by cgit v1.2.1 (git 2.23.0) at 2024-04-16 10:42:33 +0000