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Add inner product and cosine similarity optimizations
#7364
Merged
Comparing
ct/math-opt
(
79cb061
) with
develop
(
0b2a35e
)
CodSpeed Performance Gauge
+30%
Improvement
2
Untouched
1120
Skipped
1530
No successful run was found on
develop
(
ccc6590
) during the generation of this report, so
0b2a35e
was used instead as the comparison base. There might be some changes unrelated to this pull request in this report.
Benchmarks
Mode
CPU Simulation
Wall Time
Memory
Status
Improvement
Untouched
Skipped
2652 total
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
take_10k_random
encodings/fastlanes/benches/bitpacking_take.rs
CodSpeed Performance Gauge
+30%
251.2 µs
193.3 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
take_10k_contiguous
encodings/fastlanes/benches/bitpacking_take.rs
CodSpeed Performance Gauge
+23%
315 µs
257 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
map_each[BufferMut<i32>, 128]
vortex-buffer/benches/vortex_buffer.rs
CodSpeed Performance Gauge
+7%
436.7 ns
407.5 ns
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
binary_search_std
vortex-array/benches/search_sorted.rs
CodSpeed Performance Gauge
+6%
515.3 ns
486.1 ns
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
encode_varbin[(1000, 4)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+4%
177.2 µs
170.1 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
iter_arrow_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+4%
861.1 ns
831.9 ns
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
decode_primitives[i64, (1000, 2)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+3%
20.6 µs
20 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
true_count_vortex_buffer[1024]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+3%
927.5 ns
898.3 ns
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
value_arrow_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+3%
1,011.1 ns
981.9 ns
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
true_count_vortex_buffer[2048]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+3%
1,027.5 ns
998.3 ns
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
set_indices_arrow_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+3%
1.1 µs
1 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
set_indices_arrow_buffer[1024]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+2%
2.4 µs
2.4 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
bitwise_not_vortex_buffer[1024]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+2%
3.7 µs
3.6 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
take_map[(0.1, 0.5)]
vortex-array/benches/take_patches.rs
CodSpeed Performance Gauge
+2%
1,003.8 µs
980.9 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
bitwise_not_vortex_buffer[2048]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+2%
3.9 µs
3.8 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
decode_varbinview[(1000, 512)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+2%
32 µs
31.4 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
bitwise_not_vortex_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+2%
4.5 µs
4.4 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
append_buffer_arrow_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+2%
3.3 µs
3.3 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
push_n_vortex_buffer[u32, 128]
vortex-buffer/benches/vortex_buffer.rs
CodSpeed Performance Gauge
+2%
1.8 µs
1.7 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
transpose_bmi2
encodings/fastlanes/benches/bit_transpose.rs::x86
CodSpeed Performance Gauge
+2%
1.8 µs
1.8 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
encode_varbin[(1000, 512)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+2%
227.9 µs
224.2 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
untranspose_bmi2
encodings/fastlanes/benches/bit_transpose.rs::x86
CodSpeed Performance Gauge
+2%
1.8 µs
1.8 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
true_count_vortex_buffer[16384]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+1%
2 µs
2 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
set_indices_arrow_buffer[2048]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+1%
4 µs
4 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
null_count_run_end[(10000, 1024, 0.01)]
encodings/runend/benches/run_end_null_count.rs
CodSpeed Performance Gauge
+1%
4 µs
4 µs
1
2
3
4
5
...
107
Commits
Click on a commit to change the comparison range
Base
develop
0b2a35e
+29.94%
fix masking
79cb061
2 hours ago
by connortsui20
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