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fix deepgemm set_num_sms import #1058
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Summary of Changes
Hello @shihaobai, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!
This pull request enhances the robustness of the _set_num_sms_for_deep_gemm method by addressing potential issues with the import path of the set_num_sms function from the deep_gemm library. It ensures that the system can correctly configure GPU Streaming Multiprocessors (SMs) by providing a resilient import strategy and improving error visibility through detailed logging, making the code more stable against library updates.
Highlights
- Improved
deep_gemmimport reliability: The pull request introduces a fallback mechanism for importing theset_num_smsfunction from thedeep_gemmlibrary. This ensures the function can be successfully imported even if its internal module path changes in futuredeep_gemmversions, by first tryingdeep_gemm.jit_kernels.utilsand thendeep_gemmdirectly. - Enhanced error handling: The generic
exceptblock within the_set_num_sms_for_deep_gemmmethod has been replaced with a more specificexcept BaseException as e. This change ensures that any exceptions encountered during theset_num_smsoperation are caught, and a warning message including the exception details is logged, preventing silent failures and aiding in debugging.
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Code Review
This pull request improves the import logic for set_num_sms from deepgemm by trying multiple import paths and enhances error handling by logging exceptions instead of silently passing. However, the exception handling can be further improved by catching more specific exceptions (ImportError and Exception) instead of using a bare except and BaseException, which are overly broad.
| try: | ||
| # set num sms for deep_gemm | ||
| from deep_gemm.jit_kernels.utils import set_num_sms | ||
| try: | ||
| from deep_gemm.jit_kernels.utils import set_num_sms | ||
| except: | ||
| from deep_gemm import set_num_sms | ||
|
|
||
| deepep_sms = int(os.getenv("DEEPEP_SMS", deep_ep.Buffer.num_sms)) | ||
| device_sms = get_device_sm_count() | ||
| deep_ep.Buffer.set_num_sms(deepep_sms) | ||
| set_num_sms(device_sms - deepep_sms) | ||
| except: | ||
| pass | ||
| except BaseException as e: | ||
| logger.warning(f"set num sms for deep_gemm failed: {e}") |
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While the error handling is improved, it can be made more robust by being more specific with the exceptions being caught.
- The bare
excepton line 162 is too broad and can hide unexpected errors. It's better to catch the specificImportError. - Catching
BaseExceptionon line 169 is generally discouraged as it can trap system-exiting exceptions likeSystemExitandKeyboardInterrupt. It's safer to catchExceptionfor application-level errors.
Here's a suggested refactoring that addresses both points:
| try: | |
| # set num sms for deep_gemm | |
| from deep_gemm.jit_kernels.utils import set_num_sms | |
| try: | |
| from deep_gemm.jit_kernels.utils import set_num_sms | |
| except: | |
| from deep_gemm import set_num_sms | |
| deepep_sms = int(os.getenv("DEEPEP_SMS", deep_ep.Buffer.num_sms)) | |
| device_sms = get_device_sm_count() | |
| deep_ep.Buffer.set_num_sms(deepep_sms) | |
| set_num_sms(device_sms - deepep_sms) | |
| except: | |
| pass | |
| except BaseException as e: | |
| logger.warning(f"set num sms for deep_gemm failed: {e}") | |
| try: | |
| try: | |
| from deep_gemm.jit_kernels.utils import set_num_sms | |
| except ImportError: | |
| from deep_gemm import set_num_sms | |
| deepep_sms = int(os.getenv("DEEPEP_SMS", deep_ep.Buffer.num_sms)) | |
| device_sms = get_device_sm_count() | |
| deep_ep.Buffer.set_num_sms(deepep_sms) | |
| set_num_sms(device_sms - deepep_sms) | |
| except Exception as e: | |
| logger.warning(f"set num sms for deep_gemm failed: {e}") |
No description provided.