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⚡️ Speed up method AlexNet._classify by 379% #395

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⚡️ Speed up method AlexNet._classify by 379% #395

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8 changes: 6 additions & 2 deletions code_to_optimize/code_directories/simple_tracer_e2e/workload.py
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Original file line number Diff line number Diff line change
Expand Up @@ -41,8 +41,12 @@ def _extract_features(self, x):
return result

def _classify(self, features):
total = sum(features)
return [total % self.num_classes for _ in features]
# Compute total sum once, then compute modulo only once.
# Use list multiplication for fast vector creation.
if not features:
return []
mod_val = sum(features) % self.num_classes
return [mod_val] * len(features)


class SimpleModel:
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