Mul quant

lite/core/optimizer/mir/fusion/__xpu__fc_fuse_pass.cc

@@ -91,6 +91,15 @@ class XPUFcFuser : public FuseBase {
     } else if (GetStringFromEnv("XPU_ENCODER_PRECISION", "int16") == "int8" ||
                lite::TargetWrapperXPU::multi_encoder_precision == "int8") {
       precision = "int8";
+      if (op_desc.HasAttr("enable_int8") &&
+          op_desc.GetAttr<bool>("enable_int8")) {
+        CHECK(op_desc.HasAttr("X0_scale")) << " quant model fc no X0_scale";
+        CHECK(op_desc.HasAttr("Y0_scale")) << " quant model fc no Y0_scale";
+        VLOG(3) << "Use int8 quant model in XPUFcOp, InputMax:"
+                << 127 * op_desc.GetAttr<std::vector<float>>("X0_scale")[0]
+                << ", WeightMax: "
+                << 127 * op_desc.GetAttr<std::vector<float>>("Y0_scale")[0];
+      }
       VLOG(3) << "Use int8 in XPUFcOp";
     }
 #endif

lite/core/optimizer/mir/fusion/__xpu__link_previous_out_max_pass.cc

@@ -59,10 +59,17 @@ class XPULinkConvMaxFuser : public FuseBase {
  public:
   explicit XPULinkConvMaxFuser(bool with_branch) { with_branch_ = with_branch; }
   void BuildPattern() override {
+    auto non_quant_teller = [](const Node* node) -> bool {
+      auto op_desc = *const_cast<Node*>(node)->stmt()->op_info();
+      return (!op_desc.HasAttr("enable_int8") ||
+              !op_desc.GetAttr<bool>("enable_int8"));
+    };
+
     auto* input =
         VarNode("input")->assert_is_op_input("__xpu__conv2d", "Input");
     auto* xpu_fusion_op =
         OpNode("xpu_fusion_op", "__xpu__conv2d")
+            ->assert_node_satisfied(non_quant_teller)
             ->assert_op_attr<bool>("has_branch", with_branch_);
 
     PMNode* branch = nullptr;
@@ -100,8 +107,14 @@ class XPULinkConvMaxFuser : public FuseBase {
 class XPULinkFcMaxFuser : public FuseBase {
  public:
   void BuildPattern() override {
+    auto non_quant_teller = [](const Node* node) -> bool {
+      auto op_desc = *const_cast<Node*>(node)->stmt()->op_info();
+      return (!op_desc.HasAttr("enable_int8") ||
+              !op_desc.GetAttr<bool>("enable_int8"));
+    };
     auto* input = VarNode("input")->assert_is_op_input("__xpu__fc", "Input");
-    auto* xpu_fusion_op = OpNode("xpu_fusion_op", "__xpu__fc");
+    auto* xpu_fusion_op = OpNode("xpu_fusion_op", "__xpu__fc")
+                              ->assert_node_satisfied(non_quant_teller);
 
     *input >> *xpu_fusion_op;
   }