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https://github.com/ROCm/composable_kernel.git
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* Format * Format * Format * Remove const * Use the right template * Format * Format * add row/col instances * Add missing file * fixed * fixing block to etile error * Format * Updates * Format * fixed rrr layout * generating a sample JSON file: currently contains includes, prologue/epilogue and instances * version where the json is passed into the instances to generate a key * updated run function to just launch kernel * updated run function: only contains kernel object, json file is updated but still needs to be cleaned up, added front-end API to parse JSON into character buffer * adding in testing files * cleaned up comments, still need to work on including header files * removed unneeded files * removed/commented out JSON implementation * added fusion(prologue/epilogue) into instance generation * working on instance selection * added instance selection, need to fix instance validation * removed block2etile map validity check for testing purposes * test running: failing due to incorrect files/input * all grid descs/ptrs completed, but device file not found * Update test and embed modules * Restore older version * added convolution operation, written test, debugging generated code for compilation * attempting to include CK in host directory: _Float16 error * CK header file issues * slight fix * don't crash when hip can't report total memory * dump generated code to a file * changing sizes * creating tensor descriptors using CK methods: set up grid desc manually, also trying to set up an argument pointer - this needs to be fixed * some fixes to call the device code * separating test files for conv and gemm * completed arg ptr, now have linking errors * clang format fix * resolved linker issues in conv test * remove dependency on libutility from ck * resolved num dim error * properly passing arg ptr, errors with passing typenames: redefinition/redeclaration * undo the commenting of device function * hand created kernel code to find rtc issues * dump the full src to file * resolved redeclaration errors, cleaned up errors for Amber's kernel code * debugging purposes: redeclaration error * config files * resolved errors for NumTensor and redeclaration, formatted version.h * resolved most errors in manually added kernel and my own. error with calling kernel object: overloaded function type * WIP: close to getting kernel compiled * WIP: fixing rtc errors * fixed sequence errors, formatting, still one error with run fcn * yay: kernel compiles and runs * updated templated/generated version to run and compile * minor fixes * working generated example, resolved memory access error due to padding * adding in reference kernel, validation failing against reference * debugging: printing kernel argsz * reduced error in results * debugged reference kernel and output errors, added to generated version, currently debugging prologue function issues * working validation (using reference convolution) with prologue function for both hard-coded and generated version * WIP: create an alt version that creates Argument on the device * wip: added new duplicate files, fixed fusion templating errors from working example, setting up kernel arguments * wip: making necessary methods device code * added grid descs, working on grid pointers, errors with stl numerics * wip: updating kernel args - issue, replacing some std functions * replaced std::accumulate call with temp hardcoded version * wip: args causing memory issue * Construct Argument object inside the kernel and use it to call convolution device function. Code runs and verification passes * adding object file dump * temporary hardcoding of grid size, can remove device op inst + arg ptr * minor fix for grid size * added modified example where arg ptr is created on the device for generated version as well * removed device op instance and arg ptr from modified examples * moving device op file for testing purposes and to properly build CK * commenting out print-outs * adjust compiler args to produce a valid ELF file * temporary removal of validation * reverting compiler args back for working example * retrieve necessary arguments from generated template parameters in correct format * calculating grid size on host-side, still need to clean up process, pass parameters to host functions properly * scaled up factory functions/wrapper structs to implement host-side launch parameter calculations using CK host side functions - in hard-coded example * temporary change to generate ELF format binary object file * removed unecessary code, added comments * formatting fix * cleaned up code, added new tests, restructured library: move helper into CK * refactored launch parameter calculation to be more concise * renamed files and variables for more clarity/uniformity * more code cleaning, removed debug statements * moved majority of my files into codegen directory, running properly * updated Embed.cmake(string_view) in codegen directory * updated host directory to match Embed.cmake as well * added old tests in * updated instance generation methods to be more concise * removed layout from launch parameter calculation * working test * fixed issue with verification, all instances working * updated verification in other tests * removed duplicate matrix padder file, removed code dumps * removed old hard-coded tests * removed old host directory, all files in codegen directory now * fixed copyright in files * commenting out validation * renamed files * made changes for review: fixed copyright, renamed files for clarity, removed comments, refactored code * updated headers * removing duplicate file for fwd conv to gemm, merging with original file * fix building codegen with clang++ directly * resolving build error from conv_fwd_to_gemm * fix for previous error * renaming tests * created common test file * cleaned up code, added comments * renamed device op * fixed typos in comments * removed extra space * code cleanup: resolving Amber's comments * removed wrapper struct for matrix padder, fixed template * cleaned up if statements for better readability --------- Co-authored-by: Paul <pfultz2@yahoo.com> Co-authored-by: Jing Zhang <jizha@amd.com> Co-authored-by: M. Amber Hassaan <amber_474@yahoo.com> Co-authored-by: illsilin <Illia.Silin@amd.com> Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>
104 lines
3.2 KiB
C++
104 lines
3.2 KiB
C++
#include "rtc/hip.hpp"
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#include <rtc/compile_kernel.hpp>
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#include <rtc/tmp_dir.hpp>
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#include <stdexcept>
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#include <iostream>
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#include <fstream>
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#include <cassert>
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namespace rtc {
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template <class T>
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T generic_read_file(const std::string& filename, size_t offset = 0, size_t nbytes = 0)
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{
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std::ifstream is(filename, std::ios::binary | std::ios::ate);
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if(nbytes == 0)
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{
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// if there is a non-zero offset and nbytes is not set,
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// calculate size of remaining bytes to read
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nbytes = is.tellg();
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if(offset > nbytes)
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throw std::runtime_error("offset is larger than file size");
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nbytes -= offset;
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}
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if(nbytes < 1)
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throw std::runtime_error("Invalid size for: " + filename);
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is.seekg(offset, std::ios::beg);
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T buffer(nbytes, 0);
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if(not is.read(&buffer[0], nbytes))
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throw std::runtime_error("Error reading file: " + filename);
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return buffer;
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}
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std::vector<char> read_buffer(const std::string& filename, size_t offset = 0, size_t nbytes = 0)
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{
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return generic_read_file<std::vector<char>>(filename, offset, nbytes);
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}
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std::string read_string(const std::string& filename)
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{
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return generic_read_file<std::string>(filename);
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}
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void write_buffer(const std::string& filename, const char* buffer, std::size_t size)
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{
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std::ofstream os(filename);
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os.write(buffer, size);
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}
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void write_buffer(const std::string& filename, const std::vector<char>& buffer)
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{
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write_buffer(filename, buffer.data(), buffer.size());
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}
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void write_string(const std::string& filename, const std::string_view& buffer)
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{
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write_buffer(filename, buffer.data(), buffer.size());
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}
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std::string compiler() { return "/opt/rocm/llvm/bin/clang++ -x hip --cuda-device-only"; }
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// TODO: undo after extracting the codeobj
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// std::string compiler() { return "/opt/rocm/llvm/bin/clang++ -x hip"; }
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kernel compile_kernel(const std::vector<src_file>& srcs, compile_options options)
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{
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assert(not srcs.empty());
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tmp_dir td{"compile"};
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options.flags += " -I. -O3";
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options.flags += " -std=c++17";
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options.flags += " --offload-arch=" + get_device_name();
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std::string out;
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for(const auto& src : srcs)
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{
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std::filesystem::path full_path = td.path / src.path;
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std::filesystem::path parent_path = full_path.parent_path();
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std::filesystem::create_directories(parent_path);
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write_string(full_path.string(), src.content);
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if(src.path.extension().string() == ".cpp")
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{
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options.flags += " -c " + src.path.filename().string();
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if(out.empty())
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out = src.path.stem().string() + ".o";
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}
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}
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options.flags += " -o " + out;
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td.execute(compiler() + options.flags);
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auto out_path = td.path / out;
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if(not std::filesystem::exists(out_path))
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throw std::runtime_error("Output file missing: " + out);
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auto obj = read_buffer(out_path.string());
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std::ofstream ofh("obj.o", std::ios::binary);
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for(auto i : obj)
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ofh << i;
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ofh.close();
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// int s = std::system(("/usr/bin/cp " + out_path.string() + " codeobj.bin").c_str());
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// assert(s == 0);
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return kernel{obj.data(), options.kernel_name};
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}
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} // namespace rtc
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