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[CK_TILE] Add pooling to ckTileEngine part1
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90
tile_engine/ops/pooling/pool_benchmark_single.cpp
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90
tile_engine/ops/pooling/pool_benchmark_single.cpp
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// Copyright (c) Advanced Micro Devices, Inc., or its affiliates.
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// SPDX-License-Identifier: MIT
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#include <iostream>
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#include <functional>
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#include <tuple>
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#include <exception>
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#include <sstream>
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#include <vector>
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#include <string>
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#include "ck_tile/core.hpp"
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#include "ck_tile/host.hpp"
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#include "pool_profiler.hpp"
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#include "pool_common.hpp"
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// The kernel header is included via the compile command line with -include flag
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// It defines SelectedKernel struct and KERNEL_NAME
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// DataTypeTraits are now defined in gemm_common.hpp
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// Create argument parser TODO
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inline auto create_args(int argc, char* argv[])
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{
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ck_tile::ArgParser arg_parser;
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// TODO
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bool result = arg_parser.parse(argc, argv);
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return std::make_tuple(result, arg_parser);
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}
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void benchmark_single(const ck_tile::ArgParser& arg_parser)
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{
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// Use DataTypeTraits to get the actual type names from the generated header
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// The generated header defines InDataType, OutDataType, ComputeDataType, IndexDataType
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std::string inDType = DataTypeTraits<InDataType>::name;
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std::string outDType = DataTypeTraits<OutDataType>::name;
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std::string computeDType = DataTypeTraits<ComputeDataType>::name;
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std::string indexDType = DataTypeTraits<IndexDataType>::name;
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PoolProblem pool_problem{inDType,
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outDType,
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computeDType,
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indexDType,
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arg_parser.get_str("blockShape"),
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arg_parser.get_str("reduceOp"),
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arg_parser.get_bool("outputIndex"),
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arg_parser.get_bool("propagateNan")};
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Settings settings{};
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// Get the profiler instance
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auto& profiler = PoolProfiler::instance(setting); // TODO
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try
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{
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// Create a lambda that wraps the kernel launch
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auto kernel_func = [](const ck_tile::&PoolHostArgs args, // TODO
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const ck_tile::stream_config& stream) {
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return SelectedKernel::launch(args, stream);
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};
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// Benchmark the kernel
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profiler.benchmark(pool_problem, kernel_func);
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// Select best instance based on metric
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profiler.select_best_instance(static_cast<Metric>(arg_parser.get_int("metric")));
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}
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catch(const std::exception& e)
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{
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std::cerr << "Benchmark failed: " << e.what() << std::endl;
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}
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}
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int main(int argc, char* argv[])
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{
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try
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{
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auto [result, parser] = create_args(argc, argv);
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if(!result)
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return EXIT_FAILURE;
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benchmark_single(parser);
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return 0;
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}
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catch(const std::exception& e)
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{
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std::cerr << "Error: " << e.what() << "\n";
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return EXIT_FAILURE;
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}
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}
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