// RUN: torch-mlir-opt -torch-globalize-object-graph -split-input-file %s | FileCheck %s torch.class_type @child { torch.attr "float" : !torch.float } torch.class_type @parent { torch.attr "m" : !torch.nn.Module<"child"> torch.method "get_attr_returns_module_type", @get_attr_returns_module_type torch.method "module_type_argument", @module_type_argument torch.method "method_call", @method_call } // CHECK-LABEL: func.func @get_attr_returns_module_type() -> !torch.float { func.func private @get_attr_returns_module_type(%arg0: !torch.nn.Module<"parent">) -> !torch.float { %0 = torch.prim.GetAttr %arg0["m"] : !torch.nn.Module<"parent"> -> !torch.nn.Module<"child"> // CHECK-NEXT: %[[V:.*]] = torch.global_slot.get @m.float : !torch.float %1 = torch.prim.GetAttr %0["float"] : !torch.nn.Module<"child"> -> !torch.float // CHECK-NEXT: torch.global_slot.set @m.float = %[[V]] : !torch.float torch.prim.SetAttr %0["float"] = %1 : !torch.nn.Module<"child">, !torch.float // CHECK-NEXT: return %[[V]] : !torch.float return %1 : !torch.float } // CHECK-LABEL: func.func @module_type_argument( // CHECK-SAME: %[[F:.*]]: !torch.float) -> !torch.none { func.func private @module_type_argument(%arg0: !torch.nn.Module<"parent">, %arg1: !torch.nn.Module<"parent">, %arg2: !torch.float, %arg3: !torch.nn.Module<"parent">) -> !torch.none { %0 = torch.constant.none return %0 : !torch.none } // CHECK-LABEL: func.func @method_call() -> !torch.none { func.func private @method_call(%arg0: !torch.nn.Module<"parent">) -> !torch.none { // CHECK-NEXT: %[[C:.*]] = torch.constant.float 4.300000e+01 %c = torch.constant.float 43.0 // CHECK-NEXT: %[[F:.*]] = call @module_type_argument(%[[C]]) : (!torch.float) -> !torch.none %0 = call @module_type_argument(%arg0, %arg0, %c, %arg0) : (!torch.nn.Module<"parent">, !torch.nn.Module<"parent">, !torch.float, !torch.nn.Module<"parent">) -> (!torch.none) // CHECK-NEXT: return %[[F]] : !torch.none return %0 : !torch.none } %c42 = torch.constant.float 42.0 %child = torch.nn_module { torch.slot "float", %c42 : !torch.float } : !torch.nn.Module<"child"> torch.nn_module { torch.slot "m", %child : !torch.nn.Module<"child"> } : !torch.nn.Module<"parent">