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75 changes: 75 additions & 0 deletions hsa/gfx950/i8gemm/codegen.py
Original file line number Diff line number Diff line change
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# SPDX-License-Identifier: MIT
# Copyright (C) 2018-2025, Advanced Micro Devices, Inc. All rights reserved.

import os
import argparse
import glob
import pandas as pd

this_dir = os.path.dirname(os.path.abspath(__file__))
hsa_dir = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))

template = """// SPDX-License-Identifier: MIT
// Copyright (c) 2025, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
#include <unordered_map>

#define ADD_CFG(tile_m, tile_n, splitK, bpreshuffle, path, name, co) \\
{ \\
name, { name, path co, tile_m, tile_n, splitK, bpreshuffle} \\
}

struct I8GemmConfig
{
std::string name;
std::string co_name;
int tile_M;
int tile_N;
int splitK;
int bpreshuffle;
};

using CFG = std::unordered_map<std::string, I8GemmConfig>;

"""
if __name__ == "__main__":
parser = argparse.ArgumentParser(
prog="generate",
description="gen API for CK fmha kernel",
)
parser.add_argument(
"-o",
"--output_dir",
default="aiter/jit/build",
required=False,
help="write all the blobs into a directory",
)
args = parser.parse_args()

cfgs = []
for el in glob.glob(f"{this_dir}/*.csv"):
df = pd.read_csv(el)
cfg = [
f'ADD_CFG({tileM:>4}, {tileN:>4}, {splitK:>4}, {bpreshuffle:>4}, "i8gemm/", "{name}", "{co}"),'
for tileM, tileN, splitK, bpreshuffle, name, co in df.values
]
filename = os.path.basename(el)
cfgname = filename.split(".")[0]
cfg_txt = "\n ".join(cfg) + "\n"

txt = f"""static CFG cfg_{cfgname} = {{
{cfg_txt}}};"""
cfgs.append(txt)
if not cfgs:
for el in glob.glob(f"{hsa_dir}/gfx942/{os.path.basename(this_dir)}/*.csv"):
filename = os.path.basename(el)
cfgname = filename.split(".")[0]
cfg_txt = "\n"
cfgname = "i8gemm_bf16_perTokenI8"
txt = f"""static CFG cfg_{cfgname} = {{
{cfg_txt}}};"""
cfgs.append(txt)

txt_all = template + "\n".join(cfgs)
with open(f"{args.output_dir}/asm_i8gemm_configs.hpp", "w") as f:
f.write(txt_all)