# -*- Python -*- # This file is licensed under a pytorch-style license # See frontends/pytorch/LICENSE for license information. import typing import torch import torch_mlir # RUN: %PYTHON %s | npcomp-opt | FileCheck %s mb = torch_mlir.ModuleBuilder() class TestModule(torch.nn.Module): def __init__(self): super().__init__() self.t = (1, 2) # CHECK: torch.class_type @[[CLASSTYPE:.*]] { # TODO: Don't lose element type. # CHECK: } # CHECK: %[[N1:.*]] = basicpy.numeric_constant 1 : i64 # CHECK: %[[N2:.*]] = basicpy.numeric_constant 2 : i64 # CHECK: %[[TUPLE:.*]] = torch.prim.TupleConstruct %[[N1]], %[[N2]] : i64, i64 # CHECK: torch.nn_module { # CHECK: torch.slot "t", %[[TUPLE]] : !torch.tuple # CHECK: } : !torch.nn.Module<"[[CLASSTYPE]]"> test_module = TestModule() recursivescriptmodule = torch.jit.script(test_module) # TODO: Automatically handle unpacking Python class RecursiveScriptModule into the underlying ScriptModule. mb.import_module(recursivescriptmodule._c) mb.module.operation.print()