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[BENCHMARK] Reuse CUTLASS's gemm configuration file #4720
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,54 @@ | ||
| #!/usr/bin/env python3 | ||
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| import argparse | ||
| import re | ||
| import sys | ||
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| def build_config_map(file_paths): | ||
| config_map = {} | ||
| pattern = re.compile(r'^(?P<name>\S+).*?--l=(?P<l>\d+)\s+--m=(?P<m>\d+)\s+--k=(?P<k>\d+)\s+--n=(?P<n>\d+)') | ||
|
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| for path in file_paths: | ||
| try: | ||
| with open(path, 'r', encoding='utf-8') as f: | ||
| for line in f: | ||
| match = pattern.match(line.strip()) | ||
| if match: | ||
| name = match.group('name') | ||
| l = int(match.group('l')) | ||
| m = int(match.group('m')) | ||
| k = int(match.group('k')) | ||
| n = int(match.group('n')) | ||
| config_map[(l, m, n, k)] = name | ||
| except IOError as e: | ||
| print(f'Error reading {path}: {e}', file=sys.stderr) | ||
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| return config_map | ||
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| def main(): | ||
| parser = argparse.ArgumentParser(description='Parse GEMM benchmark files and generate C++ table.') | ||
| parser.add_argument('-o', '--output', required=True, help='Output file path') | ||
| parser.add_argument('--name', required=True, help='Name identifier for logging or grouping') | ||
| parser.add_argument('inputs', nargs='+', help='Input file(s) with GEMM benchmark data') | ||
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| args = parser.parse_args() | ||
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| config_map = build_config_map(args.inputs) | ||
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| try: | ||
| with open(args.output, 'w', encoding='utf-8') as outfile: | ||
| outfile.write('// This file was auto-generated, do not edit!\n\n') | ||
| outfile.write( | ||
| f'static constexpr std::array<std::pair<Dim, GemmRunPtr>, {len(config_map)}> {args.name} = {{{{\n') | ||
| for (l, m, n, k), name in config_map.items(): | ||
| outfile.write(f'{{ {{ {l}, {m}, {n}, {k} }}, &gemm_run<{name}> }},\n') | ||
| outfile.write('}};\n') | ||
| except IOError as e: | ||
| print(f'Error writing output file: {e}') | ||
| sys.exit(1) | ||
|
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| if __name__ == '__main__': | ||
| main() |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,21 @@ | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=1 --m=1 --k=5120 --n=13824 | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=1 --m=4 --k=4096 --n=12288 | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=1 --m=512 --k=8192 --n=8192 | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=1 --m=512 --k=32768 --n=8192 | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=1 --m=512 --k=8192 --n=32768 | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=1 --m=1024 --k=16384 --n=8192 | ||
| PvcGemmBF16BF16FP32_RRR_2 --bm_name=bf16_bf16_fp32 --l=1 --m=1024 --k=28672 --n=8192 | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=1 --m=3072 --k=4096 --n=3072 | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=1 --m=4096 --k=4096 --n=4096 | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=1 --m=4096 --k=16384 --n=8192 | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=1 --m=8192 --k=16384 --n=1024 | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=1 --m=8192 --k=16384 --n=4096 | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=1 --m=8192 --k=8192 --n=8192 | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=1 --m=16384 --k=8192 --n=1024 | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=1 --m=16384 --k=8192 --n=4096 | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=1 --m=16384 --k=1024 --n=8192 | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=1 --m=16384 --k=4096 --n=8192 | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=4 --m=32768 --k=4096 --n=128 | ||
| PvcGemmBF16BF16FP32_RRR_1 --bm_name=bf16_bf16_fp32 --l=4 --m=32768 --k=128 --n=4096 | ||
| PvcGemmBF16BF16FP32_RRR_3 --bm_name=bf16_bf16_fp32 --l=32 --m=4096 --k=4096 --n=128 | ||
| PvcGemmBF16BF16FP32_RRR_5 --bm_name=bf16_bf16_fp32 --l=4096 --m=8 --k=16384 --n=128 |
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