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Add inner product and cosine similarity optimizations

#7364Merged
Comparing
ct/math-opt
(
79cb061
) with
develop
(
0b2a35e
)
CodSpeed Performance Gauge
+30%
Improvement
2
Untouched
760
Archived
360

Benchmarks

1122 total
take_10k_random
encodings/fastlanes/benches/bitpacking_take.rs
CodSpeed Performance Gauge
+30%
251.2 µs193.3 µs
take_10k_contiguous
encodings/fastlanes/benches/bitpacking_take.rs
CodSpeed Performance Gauge
+23%
315 µs257 µs
map_each[BufferMut<i32>, 128]
vortex-buffer/benches/vortex_buffer.rs
CodSpeed Performance Gauge
+7%
436.7 ns407.5 ns
binary_search_std
vortex-array/benches/search_sorted.rs
CodSpeed Performance Gauge
+6%
515.3 ns486.1 ns
encode_varbin[(1000, 4)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+4%
177.2 µs170.1 µs
iter_arrow_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+4%
861.1 ns831.9 ns
decode_primitives[i64, (1000, 2)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+3%
20.6 µs20 µs
ScalarBuffer<i32>>, 128]
vortex-buffer/benches/vortex_buffer.rs::map_each[Arrow<arrow_buffer::buffer::scalar
CodSpeed Performance Gauge
-3%
1.8 µs1.9 µs
value_arrow_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+3%
1,011.1 ns981.9 ns
set_indices_arrow_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+3%
1.1 µs1 µs
take_10_contiguous
encodings/fastlanes/benches/bitpacking_take.rs
CodSpeed Performance Gauge
-3%
24.6 µs25.3 µs
bitwise_and_vortex_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
-2%
4.6 µs4.7 µs
bitwise_or_vortex_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
-2%
4.6 µs4.7 µs
push_arrow_buffer[128]
vortex-buffer/benches/vortex_buffer.rs
CodSpeed Performance Gauge
-2%
1.2 µs1.2 µs
set_indices_arrow_buffer[1024]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+2%
2.4 µs2.4 µs
patched_take_10_contiguous
encodings/fastlanes/benches/bitpacking_take.rs
CodSpeed Performance Gauge
-2%
30.3 µs31.1 µs
bitwise_not_vortex_buffer[1024]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+2%
3.7 µs3.6 µs
take_map[(0.1, 0.5)]
vortex-array/benches/take_patches.rs
CodSpeed Performance Gauge
+2%
1,003.8 µs980.9 µs
bitwise_not_vortex_buffer[2048]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+2%
3.9 µs3.8 µs
bitwise_and_vortex_buffer[1024]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
-2%
3.9 µs4 µs
bitwise_or_vortex_buffer[1024]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
-2%
4 µs4 µs
bitwise_not_vortex_buffer_mut[16384]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
-2%
1.3 µs1.3 µs
decode_varbinview[(1000, 512)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+2%
32 µs31.4 µs
bitwise_and_vortex_buffer[2048]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
-2%
4.2 µs4.3 µs
bitwise_or_vortex_buffer[2048]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
-2%
4.3 µs4.4 µs

Commits

Click on a commit to change the comparison range
Base
develop
0b2a35e
+29.94%
fix masking
79cb061
6 months ago
by connortsui20
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