⚡️ Speed up function funcA by 5,026%#390
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Here is an optimized version of your program. Key improvements. - The `for` loop for `k` is replaced with a formula for arithmetic series sum, eliminating iteration. - The sum for `j` is done via the same formula (since sum(range(number)) is (number-1)*number//2). - Used a list comprehension for `str(i)` and `join`, which is slightly faster than the generator form in this context. This version will run much faster, especially for large `number` values. All logic and return values are preserved.
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📄 5,026% (50.26x) speedup for
funcAincode_to_optimize/code_directories/simple_tracer_e2e/workload.py⏱️ Runtime :
62.2 milliseconds→1.21 milliseconds(best of329runs)📝 Explanation and details
Here is an optimized version of your program.
Key improvements.
forloop forkis replaced with a formula for arithmetic series sum, eliminating iteration.jis done via the same formula (since sum(range(number)) is (number-1)*number//2).str(i)andjoin, which is slightly faster than the generator form in this context.This version will run much faster, especially for large
numbervalues. All logic and return values are preserved.✅ Correctness verification report:
🌀 Generated Regression Tests and Runtime
To edit these changes
git checkout codeflash/optimize-funcA-mccuus7uand push.