ct/fix-cosine-denorm-opt - Branch - vortex-data/vortex

Fix cosine similarity optimization bug

#7724Merged

Comparing

ct/fix-cosine-denorm-opt

(

3a54a19

) with

develop

(

0bb712b

)

-42%

Regression: 1

Untouched: 1105

Archived: 92

Unknown Walltime execution environment detected

Using the Walltime instrument on standard Hosted Runners will lead to inconsistent data. For the most accurate results, we recommend using CodSpeed Macro Runners: bare-metal machines fine-tuned for performance measurement consistency.

Different runtime environments detected

Some benchmarks with significant performance changes were compared across different runtime environments, which may affect the accuracy of the results. Learn more about regression causes.

Benchmarks

1198 total

new_bp_prim_test_between[i64, 32768]

encodings/fastlanes/benches/compute_between.rs::bitpack

-25%

176.4 µs235.3 µs

new_alp_prim_test_between[f32, 32768]

encodings/fastlanes/benches/compute_between.rs::alp

+9%

182.9 µs168.2 µs

new_alp_prim_test_between[f32, 2048]

encodings/fastlanes/benches/compute_between.rs::alp

+3%

61.9 µs60.1 µs

new_bp_prim_test_between[i16, 2048]

encodings/fastlanes/benches/compute_between.rs::bitpack

+1%

51.8 µs51.1 µs

new_bp_prim_test_between[i32, 2048]

encodings/fastlanes/benches/compute_between.rs::bitpack

+1%

53.6 µs52.9 µs

decompress_fsst[(1000, 4, 8)]

encodings/fsst/benches/fsst_compress.rs

+1%

64.4 µs64.1 µs

take_map[(0.1, 0.05)]

vortex-array/benches/take_patches.rs

389.7 µs387.9 µs

decompress_utf8[(1000, 4)]

encodings/runend/benches/run_end_compress.rs

37.3 µs37.2 µs

pushdown_compare[(1000, 64, 4)]

encodings/fsst/benches/fsst_compress.rs

341.4 µs340.1 µs

take_map[(0.1, 1.0)]

vortex-array/benches/take_patches.rs

1.7 ms1.6 ms

encode_varbinview[(10000, 512)]

vortex-array/benches/dict_compress.rs

1.1 ms1.1 ms

take_map[(0.01, 0.05)]

vortex-array/benches/take_patches.rs

104.2 µs104 µs

density_sweep_single_slice[0.001]

vortex-array/benches/filter_bool.rs

15.3 µs15.3 µs

pack_return_dtype[500]

vortex-array/benches/expr/large_struct_pack.rs

333.1 µs332.5 µs

filter_ultra_sparse[10000]

vortex-array/benches/filter_bool.rs

17 µs17 µs

filter_random_by_mostly_false[1000]

vortex-array/benches/filter_bool.rs

17.1 µs17 µs

density_sweep_single_slice[0.005]

vortex-array/benches/filter_bool.rs

17.8 µs17.7 µs

chunked_opt_bool_into_canonical[(1000, 10)]

vortex-array/benches/chunk_array_builder.rs

62.2 µs62.1 µs

density_sweep_single_slice[0.01]

vortex-array/benches/filter_bool.rs

22.4 µs22.4 µs

filter_random_by_random[1000]

vortex-array/benches/filter_bool.rs

23.6 µs23.6 µs

case_when_fragmented[100]

vortex-array/benches/expr/case_when_bench.rs

100 µs99.9 µs

dict_canonicalize_zipfian[16, 1000]

vortex-array/benches/take_primitive.rs

88.1 µs88 µs

compress_fsst[(10000, 4, 8)]

encodings/fsst/benches/fsst_compress.rs

1.2 ms1.2 ms

filter_ultra_sparse[100000]

vortex-array/benches/filter_bool.rs

31.7 µs31.7 µs

filter_random_by_mostly_false[10000]

vortex-array/benches/filter_bool.rs

31.9 µs31.8 µs

Commits

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Base

develop

0bb712b

-42.11%

fix cosine similarity optimization bug

3a54a19

1 month ago

by connortsui20

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