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TurboQuant encoding for Vectors

#7269
Comparing
ct/turboquant
(
feebac6
) with
develop
(
5d0d627
)
CodSpeed Performance Gauge
0%
Untouched
1122
Skipped
1530

Benchmarks

2652 total
map_each[BufferMut<i32>, 128]
vortex-buffer/benches/vortex_buffer.rs
CodSpeed Performance Gauge
+7%
465.8 ns436.7 ns
binary_search_std
vortex-array/benches/search_sorted.rs
CodSpeed Performance Gauge
+6%
515.3 ns486.1 ns
encode_varbin[(10000, 8)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+4%
1,031.8 µs992.5 µs
decompress[u8, (1000, 16)]
encodings/runend/benches/run_end_compress.rs
CodSpeed Performance Gauge
+4%
21 µs20.2 µs
iter_arrow_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+4%
861.1 ns831.9 ns
true_count_vortex_buffer[1024]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+3%
898.3 ns869.2 ns
true_count_vortex_buffer[2048]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+3%
998.3 ns969.2 ns
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%
28.7 µs28 µs
set_indices_arrow_buffer[1024]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+2%
2.4 µs2.4 µs
bitwise_not_vortex_buffer[1024]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+2%
3.7 µs3.6 µs
bitwise_not_vortex_buffer[2048]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+2%
3.9 µs3.8 µs
take_indices[(10000, 1024)]
encodings/runend/benches/run_end_compress.rs
CodSpeed Performance Gauge
+2%
56 µs54.8 µs
bitwise_not_vortex_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+2%
4.5 µs4.4 µs
decompress[u8, (10000, 256)]
encodings/runend/benches/run_end_compress.rs
CodSpeed Performance Gauge
+2%
25.3 µs24.9 µs
append_buffer_arrow_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+2%
3.3 µs3.3 µs
push_n_vortex_buffer[u32, 128]
vortex-buffer/benches/vortex_buffer.rs
CodSpeed Performance Gauge
+2%
1.8 µs1.7 µs
transpose_bmi2
encodings/fastlanes/benches/bit_transpose.rs::x86
CodSpeed Performance Gauge
+2%
1.8 µs1.8 µs
true_count_vortex_buffer[16384]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+2%
2 µs1.9 µs
null_count_run_end[(10000, 1024, 0.01)]
encodings/runend/benches/run_end_null_count.rs
CodSpeed Performance Gauge
+1%
4 µs3.9 µs
null_count_run_end[(100000, 1024, 0.01)]
encodings/runend/benches/run_end_null_count.rs
CodSpeed Performance Gauge
+1%
4 µs3.9 µs
null_count_run_end[(10000, 256, 0.01)]
encodings/runend/benches/run_end_null_count.rs
CodSpeed Performance Gauge
+1%
4 µs3.9 µs
set_indices_arrow_buffer[2048]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+1%
4 µs4 µs
bitwise_not_vortex_buffer[16384]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+1%
6.6 µs6.5 µs

Commits

Click on a commit to change the comparison range
Base
develop
5d0d627
+0.02%
TurboQuant encoding for Vectors (#7167)
feebac6
14 hours ago
by lwwmanning
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