79 lines
2.5 KiB
Python
79 lines
2.5 KiB
Python
import argparse
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import importlib
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import inspect
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import os
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import subprocess
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import sys
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import deep_gemm
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# Single test template
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script_dir = os.path.dirname(os.path.abspath(__file__))
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test_template = """
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import random
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import sys
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import torch
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# Necessary for `generators.py`
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sys.path.append('{script_dir}')
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torch.manual_seed(0)
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random.seed(0)
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from tests.{module_name} import {func_name}
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{func_name}()
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"""
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if __name__ == '__main__':
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parser = argparse.ArgumentParser()
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parser.add_argument('--funcs', type=str, default='all')
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parser.add_argument('--tools', type=str, default='memcheck,synccheck')
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args = parser.parse_args()
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if args.funcs != 'all':
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funcs = []
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for name in [x.strip() for x in args.funcs.split(',')]:
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module_name, func_name = name.split('.')
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funcs.append((module_name, func_name))
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else:
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# Get all test functions except those related to cuBLAS
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files = [f for f in os.listdir(script_dir) if f.endswith('.py')]
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exclude_files = ['test_sanitizer.py', 'generators.py']
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funcs = [
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(module_name, name)
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for module_name in [os.path.splitext(f)[0] for f in files if f not in exclude_files]
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for name, obj in inspect.getmembers(importlib.import_module(module_name))
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if inspect.isfunction(obj) and name.startswith('test') and 'test_filter' not in name
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]
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tools = [x.strip() for x in args.tools.split(',')]
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env = os.environ.copy()
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env['CUDA_LAUNCH_BLOCKING'] = '1'
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env['DG_JIT_PTXAS_CHECK'] = '1'
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env['DG_USE_NVIDIA_TOOLS'] = '1'
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env['PYTORCH_NO_CUDA_MEMORY_CACHING'] = '1'
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env['TORCH_SHOW_CPP_STACKTRACES'] = '1'
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print(f'Library path: {deep_gemm.__path__}')
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for module_name, func_name in funcs:
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for tool in tools:
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cmd = [
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'/usr/local/cuda/bin/compute-sanitizer',
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f'--tool={tool}',
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'--target-processes=application-only',
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'--destroy-on-device-error=context',
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'--force-blocking-launches',
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'--check-api-memory-access=no',
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'--kernel-name-exclude', 'kns=nvjet',
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'python',
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'-c',
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test_template.format(module_name=module_name, func_name=func_name, script_dir=script_dir)
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]
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print(f'\n{"=" * 60}')
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print(f'Running {module_name}.{func_name} with compute-sanitizer {tool}')
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result = subprocess.run(cmd, env=env)
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if result.returncode != 0:
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sys.exit(result.returncode)
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