rocm-systems/test/test_AllReduce.cpp

/*************************************************************************
 * Copyright (c) 2019-2020 Advanced Micro Devices, Inc. All rights reserved.
 *
 * See LICENSE.txt for license information
 ************************************************************************/

#include "test_AllReduce.hpp"

namespace CorrectnessTests
{
    TEST_P(AllReduceCorrectnessTest, Correctness)
    {
        if (numDevices > numDevicesAvailable) return;

        // Prepare input / output / expected results
        Dataset dataset;
        dataset.Initialize(numDevices, numElements, dataType, inPlace);
        FillDatasetWithPattern(dataset);
        ComputeExpectedResults(dataset, op);

        // Launch the reduction (1 thread per GPU)
        ncclGroupStart();
        for (int i = 0; i < numDevices; i++)
        {
            ncclAllReduce(dataset.inputs[i], dataset.outputs[i],
                          numElements, dataType, op, comms[i], streams[i]);
        }
        ncclGroupEnd();

        // Wait for reduction to complete
        Synchronize();

        // Check results
        ValidateResults(dataset);

        dataset.Release();
    }

    INSTANTIATE_TEST_CASE_P(AllReduceCorrectnessSweep,
                            AllReduceCorrectnessTest,
                            testing::Combine(
                                // Reduction operator
                                testing::Values(ncclSum, ncclProd, ncclMax, ncclMin),
                                // Data types
                                testing::Values(ncclInt8,
                                                ncclUint8,
                                                ncclInt32,
                                                ncclUint32,
                                                ncclInt64,
                                                ncclUint64,
                                                //ncclFloat16,
                                                ncclFloat32,
                                                ncclFloat64,
                                                ncclBfloat16),
                                // Number of elements
                                testing::Values(1024, 1048576),
                                // Number of devices
                                testing::Values(2,3,4),
                                // In-place or not
                                testing::Values(false, true)));
} // namespace