Wenkai Du
03a830293c
* gtest: dynamically generate tests based on test machine's GPU count * Adjust test element size and bfloat16 threshold for up to 16 GPUs
72 строки
3.0 KiB
C++
72 строки
3.0 KiB
C++
/*************************************************************************
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* Copyright (c) 2019-2020 Advanced Micro Devices, Inc. All rights reserved.
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*
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* See LICENSE.txt for license information
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************************************************************************/
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#include "test_ReduceScatter.hpp"
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namespace CorrectnessTests
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{
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TEST_P(ReduceScatterCorrectnessTest, Correctness)
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{
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// Adjust numElements to be multiple of numDevices
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numElements = (numElements/numDevices)*numDevices;
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if (numDevices > numDevicesAvailable) return;
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if (numElements % numDevices != 0) return;
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// Prepare input / output / expected results
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Dataset dataset;
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dataset.Initialize(numDevices, numElements, dataType, inPlace, ncclCollReduceScatter);
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FillDatasetWithPattern(dataset);
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ComputeExpectedResults(dataset, op);
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size_t const byteCount = dataset.NumBytes() / dataset.numDevices;
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size_t const recvCount = dataset.numElements / dataset.numDevices;
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// Launch the reduction (1 thread per GPU)
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ncclGroupStart();
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for (int i = 0; i < numDevices; i++)
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{
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ncclReduceScatter(dataset.inputs[i],
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(int8_t *)dataset.outputs[i] + (i * byteCount),
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recvCount, dataType, op,
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comms[i], streams[i]);
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}
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ncclGroupEnd();
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// Wait for reduction to complete
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Synchronize();
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// Check results
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ValidateResults(dataset);
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dataset.Release();
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}
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INSTANTIATE_TEST_SUITE_P(ReduceScatterCorrectnessSweep,
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ReduceScatterCorrectnessTest,
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testing::Combine(
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// Reduction operator
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testing::Values(ncclSum, ncclProd, ncclMax, ncclMin, ncclAvg),
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// Data types
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testing::Values(ncclInt8,
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ncclUint8,
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ncclInt32,
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ncclUint32,
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ncclInt64,
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ncclUint64,
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//ncclFloat16,
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ncclFloat32,
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ncclFloat64,
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ncclBfloat16),
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// Number of elements
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testing::Values(2520, 3026520),
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// Number of devices
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testing::Range(2,(GTESTS_NUM_GPUS+1)),
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// In-place or not
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testing::Values(false, true),
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testing::Values("")),
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CorrectnessTest::PrintToStringParamName());
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} // namespace
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