/* Copyright 2017 The TensorFlow Authors. All Rights Reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. ==============================================================================*/ #include "tensorflow/compiler/xla/service/hlo_input_output_alias_config.h" #include #include #include "absl/algorithm/container.h" #include "tensorflow/compiler/xla/service/hlo_computation.h" #include "tensorflow/compiler/xla/service/hlo_dce.h" #include "tensorflow/compiler/xla/service/hlo_instruction.h" #include "tensorflow/compiler/xla/service/hlo_memory_scheduler.h" #include "tensorflow/compiler/xla/service/hlo_opcode.h" #include "tensorflow/compiler/xla/service/hlo_ordering.h" #include "tensorflow/compiler/xla/service/hlo_parser.h" #include "tensorflow/compiler/xla/shape_util.h" #include "tensorflow/compiler/xla/tests/hlo_test_base.h" #include "tensorflow/compiler/xla/types.h" #include "tensorflow/compiler/xla/xla_data.pb.h" #include "tensorflow/core/lib/core/status_test_util.h" namespace xla { namespace { class HloInputOutputAliasConfigTest : public HloTestBase { protected: void expect_aliased(const ShapeIndex& output_index, int64 param_number, const ShapeIndex& param_index, const HloInputOutputAliasConfig& config) { absl::optional aliased_output = config.GetAliasedOutput(param_number, param_index); EXPECT_TRUE(aliased_output); EXPECT_EQ(aliased_output.value(), output_index); absl::optional> aliased_param = config.GetAliasedParameter(output_index); EXPECT_TRUE(aliased_param); EXPECT_EQ(aliased_param.value(), std::make_pair(param_number, param_index)); } void expect_not_aliased(const ShapeIndex& output_index, int64 param_number, const ShapeIndex& param_index, const HloInputOutputAliasConfig& config) { absl::optional aliased_output = config.GetAliasedOutput(param_number, param_index); EXPECT_FALSE(aliased_output && aliased_output == output_index); absl::optional> aliased_param = config.GetAliasedParameter(output_index); EXPECT_FALSE(aliased_param && aliased_param->first == param_number && aliased_param->second == param_index); } }; TEST_F(HloInputOutputAliasConfigTest, SimpleAliasing) { const string module_str = R"( HloModule TEST ENTRY main { a = f32[] parameter(0) b = f32[] parameter(1) ROOT root = (f32[], f32[]) tuple(%a, %b) } )"; TF_ASSERT_OK_AND_ASSIGN(std::unique_ptr module, ParseHloString(module_str)); HloInputOutputAliasConfig config( module->entry_computation()->root_instruction()->shape()); TF_ASSERT_OK(config.SetUpAlias(/*output_index=*/{0}, /*param_number=*/1, /*param_index=*/{})); expect_aliased(/*output_index=*/{0}, /*param_number=*/1, /*param_index=*/{}, config); expect_not_aliased(/*output_index=*/{1}, /*param_number=*/1, /*param_index=*/{}, config); expect_not_aliased(/*output_index=*/{0}, /*param_number=*/0, /*param_index=*/{}, config); } TEST_F(HloInputOutputAliasConfigTest, SimpleAliasingWithTupleInput) { const string module_str = R"( HloModule TEST ENTRY main { param = (f32[], f32[]) parameter(0) gte1 = f32[] get-tuple-element(%param), index=0 gte2 = f32[] get-tuple-element(%param), index=1 ROOT root = (f32[], f32[]) tuple(%gte1, %gte2) } )"; TF_ASSERT_OK_AND_ASSIGN(std::unique_ptr module, ParseHloString(module_str)); HloInputOutputAliasConfig config( module->entry_computation()->root_instruction()->shape()); TF_ASSERT_OK(config.SetUpAlias(/*output_index=*/{0}, /*param_number=*/0, /*param_index=*/{0})); TF_ASSERT_OK(config.SetUpAlias(/*output_index=*/{1}, /*param_number=*/0, /*param_index=*/{1})); expect_aliased(/*output_index=*/{0}, /*param_number=*/0, /*param_index=*/{0}, config); expect_aliased(/*output_index=*/{1}, /*param_number=*/0, /*param_index=*/{1}, config); expect_not_aliased(/*output_index=*/{1}, /*param_number=*/1, /*param_index=*/{}, config); expect_not_aliased(/*output_index=*/{0}, /*param_number=*/0, /*param_index=*/{}, config); } TEST_F(HloInputOutputAliasConfigTest, InputDoNotAliasTwice) { const string module_str = R"( HloModule TEST ENTRY main { a = f32[] parameter(0) b = f32[] parameter(1) ROOT root = (f32[], f32[]) tuple(%a, %b) } )"; TF_ASSERT_OK_AND_ASSIGN(std::unique_ptr module, ParseHloString(module_str)); HloInputOutputAliasConfig config( module->entry_computation()->root_instruction()->shape()); TF_ASSERT_OK(config.SetUpAlias(/*output_index=*/{0}, /*param_number=*/0, /*param_index=*/{})); TF_ASSERT_OK(config.SetUpAlias(/*output_index=*/{1}, /*param_number=*/0, /*param_index=*/{})); ASSERT_IS_NOT_OK(config.Verify(*module)); } TEST_F(HloInputOutputAliasConfigTest, OutputDoNotAliasTwice) { const string module_str = R"( HloModule TEST ENTRY main { a = f32[] parameter(0) b = f32[] parameter(1) ROOT root = (f32[], f32[]) tuple(%a, %b) } )"; TF_ASSERT_OK_AND_ASSIGN(std::unique_ptr module, ParseHloString(module_str)); HloInputOutputAliasConfig config( module->entry_computation()->root_instruction()->shape()); TF_ASSERT_OK(config.SetUpAlias(/*output_index=*/{0}, /*param_number=*/0, /*param_index=*/{})); ASSERT_IS_NOT_OK(config.SetUpAlias(/*output_index=*/{0}, /*param_number=*/1, /*param_index=*/{})); } } // namespace } // namespace xla