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Reorganize project folders (#6)
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84
codegen/test/gemm_multiple_d.cpp
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84
codegen/test/gemm_multiple_d.cpp
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// SPDX-License-Identifier: MIT
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// Copyright (c) 2024-2025, Advanced Micro Devices, Inc. All rights reserved.
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#include "ck/host/device_gemm_multiple_d/problem.hpp"
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#include "ck/host/device_gemm_multiple_d/operation.hpp"
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#include "ck/host/headers.hpp"
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#include "ck/host/stringutils.hpp"
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#include "ck/host/utils.hpp"
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#include "common.hpp"
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#include <rtc/compile_kernel.hpp>
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#include <rtc/hip.hpp>
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#include <test.hpp>
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#include <algorithm>
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#include <cmath>
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#include <fstream>
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#include <iterator>
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#include <random>
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using half = _Float16;
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const std::string gemm_compile_check = R"__ck__(
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#include <${include}>
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extern "C" __global__ void f(const ck::half_t* a, const ck::half_t* b, ck::half_t* c) {
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using G = ${template};
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constexpr auto desc = G::make_descriptor(ck::make_naive_tensor_descriptor_packed(ck::make_tuple(${m}, ${k})),
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ck::make_naive_tensor_descriptor(ck::make_tuple(${n}, ${k}), ck::make_tuple(1, ${n})),
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ck::make_tuple(),
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ck::make_naive_tensor_descriptor_packed(ck::make_tuple(${m}, ${n})));
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static_assert(desc.IsValid(), "Invalid ck gemm.");
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if constexpr(desc.IsValid())
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{
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${template}::Run(desc,
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a,
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b,
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ck::make_tuple(),
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c);
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}
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}
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)__ck__";
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TEST_CASE(test_problem_kernel)
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{
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ck::host::device_gemm_multiple_d::Problem prob;
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prob.M = 1024;
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prob.N = 1024;
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prob.K = 1024;
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check_all<half> check;
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auto a = to_gpu(generate_buffer<half>(1024 * 1024, 0));
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auto b = to_gpu(generate_buffer<half>(1024 * 1024, 1));
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auto c = to_gpu(generate_buffer<half>(1024 * 1024, 2));
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auto solutions = prob.GetSolutions("gfx90a");
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std::cout << "Num solutions: " << solutions.size() << std::endl;
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for(auto i = 0; i < solutions.size(); ++i)
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{
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std::cout << "Testing solution " << std::to_string(i + 1) << std::endl;
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auto&& solution = solutions[i];
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auto src = ck::host::InterpolateString(gemm_compile_check,
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{{"include", prob.GetIncludeHeader()},
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{"template", solution.ToTemplateString()},
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{"m", std::to_string(prob.M)},
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{"n", std::to_string(prob.N)},
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{"k", std::to_string(prob.K)}});
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auto srcs = get_headers_for_test();
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srcs.push_back({"main.cpp", src});
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rtc::compile_options options;
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options.kernel_name = "f";
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auto k = rtc::compile_kernel(srcs, options);
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auto block_size = solution.GetTemplateParameter<std::size_t>("BlockSize");
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auto m_per_block = solution.GetTemplateParameter<std::size_t>("MPerBlock");
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auto n_per_block = solution.GetTemplateParameter<std::size_t>("NPerBlock");
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auto grid_size = ck::host::integer_divide_ceil(prob.M, m_per_block) *
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ck::host::integer_divide_ceil(prob.N, n_per_block);
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k.launch(nullptr, grid_size * block_size, block_size)(a.data(), b.data(), c.data());
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CHECK(report(solution, check(rtc::from_gpu(c))));
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}
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}
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int main(int argc, const char* argv[]) { test::run(argc, argv); }
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