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diff --git a/tensorflow/compiler/xla/service/instruction_fusion_test.cc b/tensorflow/compiler/xla/service/instruction_fusion_test.cc
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+/* 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/instruction_fusion.h"
+
+#include "tensorflow/compiler/xla/tests/hlo_test_base.h"
+
+namespace xla {
+
+using InstructionFusionTest = HloTestBase;
+
+TEST_F(InstructionFusionTest,
+ CostlyProducerAndOperandElementReusingConsumerNotFused) {
+ HloComputation::Builder builder(TestName());
+ HloInstruction* const0 = builder.AddInstruction(
+ HloInstruction::CreateConstant(LiteralUtil::CreateR0(5)));
+ HloInstruction* exp1 = builder.AddInstruction(HloInstruction::CreateUnary(
+ ShapeUtil::MakeShape(S32, {}), HloOpcode::kExp, const0));
+ HloInstruction* broadcast2 =
+ builder.AddInstruction(HloInstruction::CreateBroadcast(
+ ShapeUtil::MakeShape(S32, {1}), exp1, {0}));
+
+ auto module = MakeUnique<HloModule>(TestName());
+ auto computation = module->AddEntryComputation(builder.Build());
+ EXPECT_EQ(broadcast2, computation->root_instruction());
+ EXPECT_TRUE(
+ InstructionFusion(/*may_duplicate=*/true).Run(module.get()).ValueOrDie());
+ EXPECT_EQ(broadcast2, computation->root_instruction());
+}
+
+TEST_F(InstructionFusionTest,
+ NonCostlyProducerAndOperandElementReusingConsumerFused) {
+ HloComputation::Builder builder(TestName());
+ HloInstruction* const0 = builder.AddInstruction(
+ HloInstruction::CreateConstant(LiteralUtil::CreateR0(5)));
+ HloInstruction* negate1 = builder.AddInstruction(HloInstruction::CreateUnary(
+ ShapeUtil::MakeShape(S32, {}), HloOpcode::kNegate, const0));
+ HloInstruction* broadcast2 =
+ builder.AddInstruction(HloInstruction::CreateBroadcast(
+ ShapeUtil::MakeShape(S32, {1}), negate1, {0}));
+
+ auto module = MakeUnique<HloModule>(TestName());
+ auto computation = module->AddEntryComputation(builder.Build());
+ EXPECT_EQ(broadcast2, computation->root_instruction());
+ EXPECT_TRUE(
+ InstructionFusion(/*may_duplicate=*/true).Run(module.get()).ValueOrDie());
+ EXPECT_EQ(HloOpcode::kFusion, computation->root_instruction()->opcode());
+}
+
+TEST_F(InstructionFusionTest,
+ CostlyProducerAndNonOperandElementReusingConsumerFused_Reshape) {
+ HloComputation::Builder builder(TestName());
+ HloInstruction* const0 = builder.AddInstruction(
+ HloInstruction::CreateConstant(LiteralUtil::CreateR0(5)));
+ HloInstruction* exp1 = builder.AddInstruction(HloInstruction::CreateUnary(
+ ShapeUtil::MakeShape(S32, {}), HloOpcode::kExp, const0));
+ HloInstruction* reshape2 = builder.AddInstruction(
+ HloInstruction::CreateReshape(ShapeUtil::MakeShape(S32, {}), exp1));
+
+ auto module = MakeUnique<HloModule>(TestName());
+ auto computation = module->AddEntryComputation(builder.Build());
+ EXPECT_EQ(reshape2, computation->root_instruction());
+ EXPECT_TRUE(
+ InstructionFusion(/*may_duplicate=*/true).Run(module.get()).ValueOrDie());
+ EXPECT_EQ(HloOpcode::kFusion, computation->root_instruction()->opcode());
+}
+
+TEST_F(InstructionFusionTest,
+ CostlyProducerAndNonOperandElementReusingConsumerFused_Transpose) {
+ HloComputation::Builder builder(TestName());
+ HloInstruction* const0 = builder.AddInstruction(
+ HloInstruction::CreateConstant(LiteralUtil::CreateR0(5)));
+ HloInstruction* exp1 = builder.AddInstruction(HloInstruction::CreateUnary(
+ ShapeUtil::MakeShape(S32, {}), HloOpcode::kExp, const0));
+ HloInstruction* transpose2 = builder.AddInstruction(
+ HloInstruction::CreateTranspose(ShapeUtil::MakeShape(S32, {}), exp1, {}));
+
+ auto module = MakeUnique<HloModule>(TestName());
+ auto computation = module->AddEntryComputation(builder.Build());
+ EXPECT_EQ(transpose2, computation->root_instruction());
+ EXPECT_TRUE(
+ InstructionFusion(/*may_duplicate=*/true).Run(module.get()).ValueOrDie());
+ EXPECT_EQ(HloOpcode::kFusion, computation->root_instruction()->opcode());
+}
+
+TEST_F(InstructionFusionTest, PotentialBitcastReshapeOfParameterUnfused) {
+ HloComputation::Builder builder(TestName());
+ auto param0 = builder.AddInstruction(
+ HloInstruction::CreateParameter(0, ShapeUtil::MakeShape(S32, {}), "0"));
+ auto reshape1 = builder.AddInstruction(
+ HloInstruction::CreateReshape(ShapeUtil::MakeShape(S32, {1, 1}), param0));
+
+ auto module = MakeUnique<HloModule>(TestName());
+ auto computation = module->AddEntryComputation(builder.Build());
+ EXPECT_EQ(reshape1, computation->root_instruction());
+ EXPECT_FALSE(
+ InstructionFusion(/*may_duplicate=*/true).Run(module.get()).ValueOrDie());
+}
+
+TEST_F(InstructionFusionTest, PotentialBitcastSimpleReshapeOfParameterUnfused) {
+ HloComputation::Builder builder(TestName());
+ auto param0 = builder.AddInstruction(
+ HloInstruction::CreateParameter(0, ShapeUtil::MakeShape(S32, {}), "0"));
+ auto reshape1 = builder.AddInstruction(
+ HloInstruction::CreateReshape(ShapeUtil::MakeShape(S32, {1, 1}), param0));
+
+ auto module = MakeUnique<HloModule>(TestName());
+ auto computation = module->AddEntryComputation(builder.Build());
+ EXPECT_EQ(reshape1, computation->root_instruction());
+ EXPECT_FALSE(
+ InstructionFusion(/*may_duplicate=*/true).Run(module.get()).ValueOrDie());
+}
+
+TEST_F(InstructionFusionTest, PotentialBitcastTransposeOfParameterUnfused) {
+ HloComputation::Builder builder(TestName());
+ auto param0 = builder.AddInstruction(
+ HloInstruction::CreateParameter(0, ShapeUtil::MakeShape(S32, {}), "0"));
+ auto transpose1 = builder.AddInstruction(HloInstruction::CreateTranspose(
+ ShapeUtil::MakeShape(S32, {}), param0, {}));
+
+ auto module = MakeUnique<HloModule>(TestName());
+ auto computation = module->AddEntryComputation(builder.Build());
+ EXPECT_EQ(transpose1, computation->root_instruction());
+ EXPECT_FALSE(
+ InstructionFusion(/*may_duplicate=*/true).Run(module.get()).ValueOrDie());
+}
+
+} // namespace xla