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Diffstat (limited to 'tensorflow/compiler/xla/service/gpu/layout_assignment_test.cc')
-rw-r--r-- | tensorflow/compiler/xla/service/gpu/layout_assignment_test.cc | 85 |
1 files changed, 85 insertions, 0 deletions
diff --git a/tensorflow/compiler/xla/service/gpu/layout_assignment_test.cc b/tensorflow/compiler/xla/service/gpu/layout_assignment_test.cc new file mode 100644 index 0000000000..692ec8147d --- /dev/null +++ b/tensorflow/compiler/xla/service/gpu/layout_assignment_test.cc @@ -0,0 +1,85 @@ +/* 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/gpu/layout_assignment.h" + +#include "tensorflow/compiler/xla/layout_util.h" +#include "tensorflow/compiler/xla/service/computation_layout.h" +#include "tensorflow/compiler/xla/service/hlo_computation.h" +#include "tensorflow/compiler/xla/service/hlo_instruction.h" +#include "tensorflow/compiler/xla/service/hlo_module.h" +#include "tensorflow/compiler/xla/service/hlo_opcode.h" +#include "tensorflow/compiler/xla/shape_layout.h" +#include "tensorflow/compiler/xla/shape_util.h" +#include "tensorflow/compiler/xla/tests/hlo_test_base.h" +#include "tensorflow/compiler/xla/xla_data.pb.h" + +namespace xla { +namespace gpu { +namespace { + +using LayoutAssignmentTest = HloTestBase; + +TEST_F(LayoutAssignmentTest, Elementwise) { + Shape ashape = ShapeUtil::MakeShape(F32, {42, 12}); + Shape ashape_in_row_major(ashape); + Shape ashape_in_col_major(ashape); + *ashape_in_row_major.mutable_layout() = LayoutUtil::MakeLayout({1, 0}); + *ashape_in_col_major.mutable_layout() = LayoutUtil::MakeLayout({0, 1}); + + // Enumerate all possible combinations of layouts. + for (const Shape& lhs_shape_with_layout : + {ashape_in_row_major, ashape_in_col_major}) { + for (const Shape& rhs_shape_with_layout : + {ashape_in_row_major, ashape_in_col_major}) { + for (const Shape& result_shape_with_layout : + {ashape_in_row_major, ashape_in_col_major}) { + // GpuLayoutAssignment should assign the same layout to "add" and its + // two operands. + auto builder = HloComputation::Builder(TestName()); + auto x = builder.AddInstruction( + HloInstruction::CreateParameter(0, ashape, "x")); + auto y = builder.AddInstruction( + HloInstruction::CreateParameter(1, ashape, "y")); + auto add = builder.AddInstruction( + HloInstruction::CreateBinary(ashape, HloOpcode::kAdd, x, y)); + HloModule module(TestName()); + HloComputation* computation = + module.AddEntryComputation(builder.Build(add)); + + ComputationLayout computation_layout( + computation->ComputeProgramShape()); + *computation_layout.mutable_parameter_layout(0) = + ShapeLayout(lhs_shape_with_layout); + *computation_layout.mutable_parameter_layout(1) = + ShapeLayout(rhs_shape_with_layout); + *computation_layout.mutable_result_layout() = + ShapeLayout(result_shape_with_layout); + + GpuLayoutAssignment layout_assignment(&computation_layout); + EXPECT_TRUE(layout_assignment.Run(&module).ValueOrDie()); + + for (const HloInstruction* operand : add->operands()) { + EXPECT_TRUE(LayoutUtil::Equal(add->shape().layout(), + operand->shape().layout())); + } + } + } + } +} + +} // namespace +} // namespace gpu +} // namespace xla |