torch-mlir/test/Dialect/Torch/adjust-calling-conventions....

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// RUN: npcomp-opt -torch-adjust-calling-conventions -allow-unregistered-dialect -split-input-file %s | FileCheck %s
// CHECK-LABEL: func @basic(
// CHECK-SAME: %[[ARG:.*]]: !numpy.ndarray<[2,3,?]:f32>) -> !numpy.ndarray<*:!numpy.any_dtype> {
// CHECK: %[[RET:.*]] = numpy.static_info_cast %[[ARG]] : !numpy.ndarray<[2,3,?]:f32> to !numpy.ndarray<*:!numpy.any_dtype>
// CHECK: return %[[RET]] : !numpy.ndarray<*:!numpy.any_dtype>
func @basic(%arg0: !numpy.ndarray<*:!numpy.any_dtype> {torch.type_bound = !numpy.ndarray<[2,3,?]:f32>}) -> !numpy.ndarray<*:!numpy.any_dtype> {
return %arg0 : !numpy.ndarray<*:!numpy.any_dtype>
}
// CHECK-LABEL: func @no_type_bound(
// CHECK-SAME: %[[ARG:.*]]: !numpy.ndarray<*:!numpy.any_dtype>) -> !numpy.ndarray<*:!numpy.any_dtype> {
// CHECK: return %[[ARG]] : !numpy.ndarray<*:!numpy.any_dtype>
func @no_type_bound(%arg0: !numpy.ndarray<*:!numpy.any_dtype>) -> !numpy.ndarray<*:!numpy.any_dtype> {
return %arg0 : !numpy.ndarray<*:!numpy.any_dtype>
}
// CHECK-LABEL: func @call(
// CHECK-SAME: %[[ARG:.*]]: !numpy.ndarray<[2,3,?]:f32>) -> !numpy.ndarray<*:!numpy.any_dtype> {
// CHECK: %[[SHAPE_ERASED:.*]] = numpy.static_info_cast %[[ARG]] : !numpy.ndarray<[2,3,?]:f32> to !numpy.ndarray<*:!numpy.any_dtype>
// CHECK: %[[SHAPED:.*]] = numpy.static_info_cast %[[SHAPE_ERASED]] : !numpy.ndarray<*:!numpy.any_dtype> to !numpy.ndarray<[2,3,?]:f32>
// CHECK: %[[RES:.*]] = call @call(%[[SHAPED]]) : (!numpy.ndarray<[2,3,?]:f32>) -> !numpy.ndarray<*:!numpy.any_dtype>
// CHECK: return %[[SHAPE_ERASED]] : !numpy.ndarray<*:!numpy.any_dtype>
func @call(%arg0: !numpy.ndarray<*:!numpy.any_dtype> {torch.type_bound = !numpy.ndarray<[2,3,?]:f32>}) -> !numpy.ndarray<*:!numpy.any_dtype> {
%0 = call @call(%arg0) : (!numpy.ndarray<*:!numpy.any_dtype>) -> !numpy.ndarray<*:!numpy.any_dtype>
return %arg0 : !numpy.ndarray<*:!numpy.any_dtype>
}
// CHECK-LABEL: func @none_return() {
// CHECK: %[[NONE:.*]] = basicpy.singleton : !basicpy.NoneType
// CHECK: return
func @none_return() -> !basicpy.NoneType {
%1 = basicpy.singleton : !basicpy.NoneType
return %1 : !basicpy.NoneType
}
// CHECK-LABEL: func @none_call_return() {
// CHECK: call @none_return() : () -> ()
// CHECK: %[[NONE:.*]] = basicpy.singleton : !basicpy.NoneType
// CHECK: "test.use"(%[[NONE]]) : (!basicpy.NoneType) -> ()
// CHECK: return
func @none_call_return() {
%0 = call @none_return() : () -> !basicpy.NoneType
"test.use"(%0) : (!basicpy.NoneType) -> ()
return
}