text: /* Copyright 2018 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 <memory>
  #include <utility>
  
  #include "tensorflow/compiler/xla/service/gpu/tests/gpu_codegen_test.h"
  #include "tensorflow/compiler/xla/tests/filecheck.h"
  #include "tensorflow/core/platform/test.h"
  
  namespace xla {
  namespace gpu {
  namespace {
  
  class GpuAtomicTest : public GpuCodegenTest {};
  
  TEST_F(GpuAtomicTest, TestStore) {
    const char* hlo_string = R"(
      HloModule TensorFlowScatterV1
  
      update_s32 (lhs: s32[], rhs: s32[]) -> s32[] {
        lhs = s32[] parameter(0)
        ROOT rhs = s32[] parameter(1)
      }
  
      ENTRY main {
        operand = s32[3,3] parameter(0)
        indices = s32[2] parameter(1)
        updates = s32[2,3] parameter(2)
        ROOT scatter = s32[3,3] scatter(operand, indices, updates),
            to_apply=update_s32,
            update_window_dims={1},
            inserted_window_dims={0},
            scatter_dims_to_operand_dims={0},
            index_vector_dim=1
      }
  )";
  
    CompileAndVerifyIr(hlo_string, R"(
  CHECK: store atomic{{.*}}unordered, align 4
  )");
  }
  
  TEST_F(GpuAtomicTest, TestStoreNoAtomic) {
    const char* hlo_string = R"(
      HloModule TensorFlowScatterV1
  
      update_s32 (lhs: s32[], rhs: s32[]) -> s32[] {
        lhs = s32[] parameter(0)
        ROOT rhs = s32[] parameter(1)
      }
  
      ENTRY main {
        operand = s32[3,3] parameter(0)
        indices = s32[2] parameter(1)
        updates = s32[2,3] parameter(2)
        ROOT scatter = s32[3,3] scatter(operand, indices, updates),
            to_apply=update_s32,
            update_window_dims={1},
            inserted_window_dims={0},
            scatter_dims_to_operand_dims={0},
            index_vector_dim=1, unique_indices=true
      }
  )";
  
    CompileAndVerifyIr(hlo_string, R"(
  CHECK-NOT: store atomic{{.*}}unordered, align 4
  )");
  }
  
  TEST_F(GpuAtomicTest, TestAddAtomicF32) {
    const char* hlo_string = R"(
      HloModule TensorFlowScatterV1
  
      update_f32 (lhs: f32[], rhs: f32[]) -> f32[] {
        lhs = f32[] parameter(0)
        rhs = f32[] parameter(1)
        ROOT add = f32[] add(lhs, rhs)
      }
  
      ENTRY main {
        operand = f32[3,3] parameter(0)
        indices = s32[2] parameter(1)
        updates = f32[2,3] parameter(2)
        ROOT scatter = f32[3,3] scatter(operand, indices, updates),
            to_apply=update_f32,
            update_window_dims={1},
            inserted_window_dims={0},
            scatter_dims_to_operand_dims={0},
            index_vector_dim=1, unique_indices=false
      }
  )";
  
    CompileAndVerifyIr(hlo_string, is_built_with_rocm_ ? R"(
  CHECK: atomicrmw fadd float addrspace{{.*}}, float {{.*}} seq_cst, align 4
  )"
                                                       : R"(
  CHECK: atomicrmw fadd float* %[[ADDR:.*]], float %[[VALUE:.*]] seq_cst
  )");
  }
  
  TEST_F(GpuAtomicTest, TestAddAtomicF64) {
    // Atomic add required sm_60 or above.
    if (!backend()
             .default_stream_executor()
             ->GetDeviceDescription()
             .cuda_compute_capability()
             .IsAtLeast(6)) {
      return;
    }
  
    const char* hlo_string = R"(
      HloModule TensorFlowScatterV1
  
      update_f64 (lhs: f64[], rhs: f64[]) -> f64[] {
        lhs = f64[] parameter(0)
        rhs = f64[] parameter(1)
        ROOT add = f64[] add(lhs, rhs)
      }
  
      ENTRY main {
        operand = f64[3,3] parameter(0)
        indices = s32[2] parameter(1)
        updates = f64[2,3] parameter(2)
        ROOT scatter = f64[3,3] scatter(operand, indices, updates),
            to_apply=update_f64,
            update_window_dims={1},
            inserted_window_dims={0},
            scatter_dims_to_operand_dims={0},
            index_vector_dim=1, unique_indices=false
      }
  )";
  
    CompileAndVerifyIr(hlo_string, R"(
  CHECK: atomicrmw fadd double* %[[ADDR:.*]], double %[[VALUE:.*]] seq_cst
  )");
  }
  
  }  // namespace
  }  // namespace gpu
  }  // namespace xla
  