feat(mgb): adapt to imperative runtime

GitOrigin-RevId: 3bccc17b6268e45f4b0f5a022be908420eb9cfc5

imperative/python/megengine/functional/nn.py

@@ -1106,6 +1106,7 @@ def matmul(
             transposeB=transpose_b,
             compute_mode=compute_mode,
             format=format,
+            strategy=get_conv_execution_strategy(),
         )
     else:
         op = builtin.MatrixMul(
@@ -1113,6 +1114,7 @@ def matmul(
             transposeB=transpose_b,
             compute_mode=compute_mode,
             format=format,
+            strategy=get_conv_execution_strategy(),
         )
 
     (result,) = apply(op, inp1, inp2)

imperative/src/impl/ops/specializations.cpp

@@ -243,7 +243,8 @@ auto apply_on_var_node(
         const VarNodeArray& inputs) {
     auto&& matmul = static_cast<const MatrixMul&>(def);
     mgb_assert(inputs.size() == 2);
-    return opr::MatrixMul::make(inputs[0], inputs[1], matmul.param());
+    return opr::MatrixMul::make(inputs[0], inputs[1], matmul.param(),
+                                matmul.policy());
 }
 OP_TRAIT_REG(MatrixMul, MatrixMul)
     .apply_on_var_node(apply_on_var_node)
@@ -256,7 +257,8 @@ auto apply_on_var_node(
         const VarNodeArray& inputs) {
     auto&& matmul = static_cast<const BatchedMatrixMul&>(def);
     mgb_assert(inputs.size() == 2);
-    return opr::BatchedMatrixMul::make(inputs[0], inputs[1], matmul.param());
+    return opr::BatchedMatrixMul::make(inputs[0], inputs[1], matmul.param(),
+                                       matmul.policy());
 }
 OP_TRAIT_REG(BatchedMatrixMul, BatchedMatrixMul)
     .apply_on_var_node(apply_on_var_node)
@@ -428,7 +430,7 @@ auto apply_on_var_node(
         return opr::AssertEqual::make(inputs[0],inputs[1],op.param());
 
     }
-    
+
 OP_TRAIT_REG(AssertEqual, AssertEqual)
     .apply_on_var_node(apply_on_var_node)
     .fallback();

src/core/include/megbrain/ir/ops.td

@@ -34,9 +34,9 @@ def TypeCvt: MgbHashableOp<"TypeCvt", [], [NoSideEffect]> {
   let results = (outs AnyType);
 }
 
-def MatrixMul: MgbHashableOp<"MatrixMul", [MatrixMulParam]>;
+def MatrixMul: MgbHashableOp<"MatrixMul", [MatrixMulParam, ExecutionPolicyParamBase<"policy">]>;
 
-def BatchedMatrixMul: MgbHashableOp<"BatchedMatmul", [MatrixMulParam]>;
+def BatchedMatrixMul: MgbHashableOp<"BatchedMatmul", [MatrixMulParam, ExecutionPolicyParamBase<"policy">]>;
 
 def Dot: MgbHashableOp<"Dot", [EmptyParam]>;