// RUN: npcomp-opt -torch-adjust-calling-conventions -allow-unregistered-dialect -split-input-file %s | FileCheck %s // CHECK-LABEL: func @basic( // CHECK-SAME: %[[ARG:.*]]: !torch.vtensor<[2,3,?],f32>) -> !torch.tensor { // CHECK: %[[ERASED:.*]] = torch.tensor_static_info_cast %[[ARG]] : !torch.vtensor<[2,3,?],f32> to !torch.vtensor // CHECK: %[[NONVAL_TENSOR:.*]] = torch.copy.tensor %[[ERASED]] : !torch.vtensor -> !torch.tensor // CHECK: return %[[NONVAL_TENSOR]] : !torch.tensor func @basic(%arg0: !torch.tensor {torch.type_bound = !torch.vtensor<[2,3,?],f32>}) -> !torch.tensor { return %arg0 : !torch.tensor } // CHECK-LABEL: func @no_type_bound( // CHECK-SAME: %[[ARG:.*]]: !torch.tensor) -> !torch.tensor { // CHECK: return %[[ARG]] : !torch.tensor func @no_type_bound(%arg0: !torch.tensor) -> !torch.tensor { return %arg0 : !torch.tensor } // CHECK-LABEL: func @call( // CHECK-SAME: %[[ARG:.*]]: !torch.vtensor<[2,3,?],f32>) -> !torch.tensor { // CHECK: %[[ARG_ERASED:.*]] = torch.tensor_static_info_cast %[[ARG]] : !torch.vtensor<[2,3,?],f32> to !torch.vtensor // CHECK: %[[ARG_NONVAL:.*]] = torch.copy.tensor %[[ARG_ERASED]] : !torch.vtensor -> !torch.tensor // CHECK: %[[INFO_ADDED:.*]] = torch.tensor_static_info_cast %[[ARG_NONVAL]] : !torch.tensor to !torch.tensor<[2,3,?],f32> // CHECK: %[[CALL_ARG:.*]] = torch.copy.tensor %[[INFO_ADDED]] : !torch.tensor<[2,3,?],f32> -> !torch.vtensor<[2,3,?],f32> // CHECK: %[[CALL_RES:.*]] = call @call(%[[CALL_ARG]]) : (!torch.vtensor<[2,3,?],f32>) -> !torch.tensor // CHECK: return %[[ARG_NONVAL]] : !torch.tensor func @call(%arg0: !torch.tensor {torch.type_bound = !torch.vtensor<[2,3,?],f32>}) -> !torch.tensor { %0 = call @call(%arg0) : (!torch.tensor) -> !torch.tensor return %arg0 : !torch.tensor } // CHECK-LABEL: func @none_return() { // CHECK: %[[NONE:.*]] = torch.constant.none // CHECK: return func @none_return() -> !torch.none { %1 = torch.constant.none return %1 : !torch.none } // CHECK-LABEL: func @none_call_return() { // CHECK: call @none_return() : () -> () // CHECK: %[[NONE:.*]] = torch.constant.none // CHECK: "test.use"(%[[NONE]]) : (!torch.none) -> () // CHECK: return func @none_call_return() { %0 = call @none_return() : () -> !torch.none "test.use"(%0) : (!torch.none) -> () return }