support deconv quant op

mindspore/lite/tools/common/node_util.cc

@@ -79,7 +79,7 @@ static const std::vector<schema::PrimitiveType> int8OpList = {
   schema::PrimitiveType_Squeeze,      schema::PrimitiveType_Sub,
   schema::PrimitiveType_StridedSlice, schema::PrimitiveType_TopK,
   schema::PrimitiveType_Unsqueeze,    schema::PrimitiveType_MatMul,
-  schema::PrimitiveType_Pad};
+  schema::PrimitiveType_Pad,          schema::PrimitiveType_DeConv2D};
 
 static const std::vector<schema::PrimitiveType> needInsertOpList = {
   schema::PrimitiveType_Eltwise, schema::PrimitiveType_Activation,   schema::PrimitiveType_Concat,

mindspore/lite/tools/converter/quantizer/aware_quantizer.cc

@@ -149,6 +149,7 @@ STATUS AwareQuantizer::DoQuantize() {
     STATUS status;
     if (GetCNodeTType(*node) == schema::PrimitiveType_Conv2D ||
         GetCNodeTType(*node) == schema::PrimitiveType_DepthwiseConv2D ||
+        GetCNodeTType(*node) == schema::PrimitiveType_DeConv2D ||
         GetCNodeTType(*node) == schema::PrimitiveType_FullConnection ||
         GetCNodeTType(*node) == schema::PrimitiveType_MatMul) {
       auto inputIndexes = node->inputIndex;

mindspore/lite/tools/converter/quantizer/calc_quant_param.cc

@@ -475,6 +475,7 @@ QuantParamCalcRegister::QuantParamCalcRegister() {
     _registerMap[schema::PrimitiveType_Add] = std::make_shared<CalcAdd>();
     _registerMap[schema::PrimitiveType_Mul] = commonCalcer;
     _registerMap[schema::PrimitiveType_Conv2D] = commonCalcer;
+    _registerMap[schema::PrimitiveType_DeConv2D] = commonCalcer;
     _registerMap[schema::PrimitiveType_DepthwiseConv2D] = commonCalcer;
     _registerMap[schema::PrimitiveType_Pooling] = linearCalcer;
     _registerMap[schema::PrimitiveType_Resize] = linearCalcer;