# -*- Python -*- # This file is licensed under a pytorch-style license # See frontends/pytorch/LICENSE for license information. import torch import torch_mlir # RUN: %PYTHON %s | npcomp-opt | FileCheck %s mb = torch_mlir.ModuleBuilder() # CHECK-LABEL: @__torch__.prim_If( # CHECK-SAME: %[[B:.*]]: !basicpy.BoolType, # CHECK-SAME: %[[I:.*]]: i64) -> i64 { @mb.import_function @torch.jit.script def prim_If(b: bool, i: int): # CHECK: %[[I1:.*]] = basicpy.bool_cast %[[B]] : !basicpy.BoolType -> i1 # CHECK: %[[RES:.*]] = scf.if %[[I1]] -> (i64) { # CHECK: %[[ADD:.*]] = torch.aten.add.int %[[I]], %[[I]] # CHECK: scf.yield %[[ADD]] : i64 # CHECK: } else { # CHECK: %[[MUL:.*]] = torch.aten.mul.int %[[I]], %[[I]] # CHECK: scf.yield %[[MUL]] : i64 # CHECK: } # CHECK: return %[[RES:.*]] : i64 if b: return i + i else: return i * i # elif is modeled as a nested if, so no need to specially test it here. # CHECK-LABEL: func @__torch__.prim_If_derefine( # CHECK-SAME: %[[B:.*]]: !basicpy.BoolType, # CHECK-SAME: %[[I:.*]]: i64) -> !torch.optional { # CHECK: %[[NONE:.*]] = torch.constant.none # CHECK: %[[PRED:.*]] = basicpy.bool_cast %[[B]] : !basicpy.BoolType -> i1 # CHECK: %[[RES:.*]] = scf.if %[[PRED]] -> (!torch.optional) { # CHECK: %[[NONE_DEREFINED:.*]] = torch.derefine %[[NONE]] : !torch.none to !torch.optional # CHECK: scf.yield %[[NONE_DEREFINED]] : !torch.optional # CHECK: } else { # CHECK: %[[I_DEREFINED:.*]] = torch.derefine %[[I]] : i64 to !torch.optional # CHECK: scf.yield %[[I_DEREFINED]] : !torch.optional # CHECK: } # CHECK: return %[[RES:.*]] : !torch.optional @mb.import_function @torch.jit.script def prim_If_derefine(b: bool, i: int): if b: return None return i mb.module.operation.print() print()