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perf: self-describing label dtypes via best_int (widen instead of raise)#38

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perf: self-describing label dtypes via best_int (widen instead of raise)#38
FBumann wants to merge 13 commits into
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perf/label-best-int

ci: empty commit to re-trigger CodSpeed (baseline refresh)

d91aa29
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CodSpeed HQ / CodSpeed Performance Analysis succeeded Jul 1, 2026

Performance Gate Passed

⚡ 77 improved benchmarks
✅ 96 untouched benchmarks
⏩ 845 skipped benchmarks1

Performance Changes

Mode Benchmark BASE HEAD Efficiency
Memory test_to_lp[storage-n=250] 1,319.2 KB 663 KB +98.96%
Memory test_to_lp[storage-n=10] 56.5 KB 30.3 KB +86.29%
Memory test_to_lp[basic-n=250] 2 MB 1.3 MB +56.84%
Memory test_to_lp[kvl_cycles-severity=100] 38.5 MB 25.6 MB +49.99%
Memory test_to_lp[sparse_network-n=250] 34.5 MB 23 MB +49.99%
Memory test_to_lp[rolling-severity=100] 45.8 MB 30.5 MB +49.99%
Memory test_to_lp[kvl_cycles-severity=50] 38.5 MB 25.6 MB +49.99%
Memory test_to_lp[nodal_balance-severity=100] 17.9 MB 11.9 MB +49.98%
Memory test_to_lp[cumsum-severity=100] 29.3 MB 19.5 MB +49.98%
Memory test_to_lp[merge_balance-severity=100] 17.6 MB 11.7 MB +49.98%
Memory test_to_lp[nodal_balance-severity=50] 9.2 MB 6.1 MB +49.97%
Memory test_to_lp[merge_balance-severity=50] 9 MB 6 MB +49.97%
Memory test_to_lp[kvl_cycles-severity=0] 38.6 MB 25.7 MB +49.94%
Memory test_to_lp[rolling-severity=50] 45.9 MB 30.6 MB +49.93%
Memory test_to_lp[nodal_balance-severity=0] 385.3 KB 258.8 KB +48.91%
Memory test_to_lp[masked-n=100] 238.4 KB 160.3 KB +48.74%
Memory test_to_lp[milp-n=50] 63.5 KB 43.9 KB +44.45%
Memory test_to_lp[sparse_network-n=10] 29.8 KB 21.2 KB +40.5%
Memory test_to_lp[merge_balance-severity=0] 367.8 KB 262.8 KB +39.95%
Memory test_to_lp[cumsum-severity=50] 9.8 MB 7.3 MB +33.32%
... ... ... ... ... ...

ℹ️ Only the first 20 benchmarks are displayed. Go to the app to view all benchmarks.

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Curious why this is faster? Comment @codspeedbot explain why this is faster on this PR, or directly use the CodSpeed MCP with your agent.


Comparing perf/label-best-int (d91aa29) with master (9a8ab88)

Open in CodSpeed

Footnotes

  1. 845 benchmarks were skipped, so the baseline results were used instead. If they were deleted from the codebase, click here and archive them to remove them from the performance reports.