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[userbenchmark] Broader error catching in Torch-TRT userbenchmark #1974

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[userbenchmark] Broader error catching in Torch-TRT userbenchmark #1974

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16 changes: 15 additions & 1 deletion userbenchmark/torch_trt/run.py
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Original file line number Diff line number Diff line change
Expand Up @@ -271,15 +271,29 @@ def run(args: List[str]):
# Delete model instance and clean up workspace
del Model

# Exceptions raised can be reported in a verbose manner
except Exception as e:
traceback.print_exc()
print(
f"\nLoading model {model_name} failed with:\n{e}\nSkipping the model.\n"
f"\nBenchmarking model {model_name} failed with:\n{e}\nSkipping the model.\n"
)
metrics = {
model_name: f"Failed to run benchmark: {traceback.format_exc()}"
}

# Halt further model runs on KeyboardInterrupt
except KeyboardInterrupt:
break

# Any recoverable subprocess errors are caught and reported
except:
print(
f"\nBenchmarking model {model_name} failed.\nSkipping the model.\n"
)
metrics = {
model_name: f"Failed to run benchmark: Error"
}

all_metrics = {**all_metrics, **metrics}

save_metrics(all_metrics)