andygrove commented on PR #3049:
URL: 
https://github.com/apache/datafusion-comet/pull/3049#issuecomment-3716273510

   New output after re-adding `i8` and `i16` benchmarks. Note that the 
benchmark results do fluctuate between runs, which is not ideal.
   
   ```
   cast_string_to_int/legacy/i8
                           time:   [6.6654 µs 6.6882 µs 6.7107 µs]
   Found 1 outliers among 100 measurements (1.00%)
     1 (1.00%) high mild
   cast_string_to_int/legacy/i16
                           time:   [6.8855 µs 7.0007 µs 7.1618 µs]
   Found 10 outliers among 100 measurements (10.00%)
     5 (5.00%) high mild
     5 (5.00%) high severe
   cast_string_to_int/legacy/i32
                           time:   [11.650 µs 11.695 µs 11.741 µs]
                           change: [−6.9011% −4.5301% −2.4419%] (p = 0.00 < 
0.05)
                           Performance has improved.
   cast_string_to_int/legacy/i64
                           time:   [12.295 µs 12.330 µs 12.364 µs]
                           change: [+5.2149% +5.6287% +6.0241%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 1 outliers among 100 measurements (1.00%)
     1 (1.00%) low mild
   
   cast_string_to_int/ansi/i8
                           time:   [5.7430 µs 5.7633 µs 5.7841 µs]
   Found 1 outliers among 100 measurements (1.00%)
     1 (1.00%) high mild
   cast_string_to_int/ansi/i16
                           time:   [5.7197 µs 5.7496 µs 5.7824 µs]
   Found 5 outliers among 100 measurements (5.00%)
     3 (3.00%) high mild
     2 (2.00%) high severe
   cast_string_to_int/ansi/i32
                           time:   [10.469 µs 10.866 µs 11.369 µs]
                           change: [−23.119% −17.167% −10.789%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 13 outliers among 100 measurements (13.00%)
     5 (5.00%) high mild
     8 (8.00%) high severe
   cast_string_to_int/ansi/i64
                           time:   [10.262 µs 10.302 µs 10.344 µs]
                           change: [−5.2336% −1.9457% +1.0536%] (p = 0.25 > 
0.05)
                           No change in performance detected.
   
   cast_string_to_int/try/i8
                           time:   [6.0008 µs 6.0224 µs 6.0429 µs]
   cast_string_to_int/try/i16
                           time:   [6.1752 µs 6.4688 µs 6.8385 µs]
   Found 12 outliers among 100 measurements (12.00%)
     4 (4.00%) high mild
     8 (8.00%) high severe
   cast_string_to_int/try/i32
                           time:   [10.460 µs 10.506 µs 10.564 µs]
                           change: [−19.766% −17.645% −15.299%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 23 outliers among 100 measurements (23.00%)
     23 (23.00%) high severe
   cast_string_to_int/try/i64
                           time:   [11.172 µs 11.374 µs 11.645 µs]
                           change: [+13.774% +18.852% +24.117%] (p = 0.00 < 
0.05)
                           Performance has regressed.
   Found 6 outliers among 100 measurements (6.00%)
     6 (6.00%) high mild
   
   cast_string_to_int/legacy_decimals/i32
                           time:   [12.402 µs 12.437 µs 12.471 µs]
                           change: [−20.604% −17.705% −15.094%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 3 outliers among 100 measurements (3.00%)
     1 (1.00%) low mild
     1 (1.00%) high mild
     1 (1.00%) high severe
   cast_string_to_int/legacy_decimals/i64
                           time:   [12.605 µs 12.740 µs 12.928 µs]
                           change: [−3.4087% −2.5954% −1.6264%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 9 outliers among 100 measurements (9.00%)
     1 (1.00%) low mild
     3 (3.00%) high mild
     5 (5.00%) high severe
   ```


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