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TurboQuant: better centroid initialization
#8116
Merged
Comparing
ct/tq-init
(
9606ca3
) with
develop
(
7bfe690
)
CodSpeed Performance Gauge
-17%
Regression
1
Untouched
1265
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.
Benchmarks
Mode
CPU Simulation
Wall Time
Memory
Status
Regression
Untouched
1266 total
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
chunked_varbinview_opt_canonical_into[(1000, 10)]
vortex-array/benches/chunk_array_builder.rs
CodSpeed Performance Gauge
-17%
187.8 µs
225 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
new_bp_prim_test_between[i16, 32768]
encodings/fastlanes/benches/compute_between.rs::bitpack
CodSpeed Performance Gauge
+8%
150.4 µs
138.9 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
new_bp_prim_test_between[i32, 32768]
encodings/fastlanes/benches/compute_between.rs::bitpack
CodSpeed Performance Gauge
+8%
155 µs
143.2 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
new_bp_prim_test_between[i64, 32768]
encodings/fastlanes/benches/compute_between.rs::bitpack
CodSpeed Performance Gauge
+8%
162.2 µs
150.6 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
iter_arrow_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+7%
890.3 ns
831.9 ns
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
new_bp_prim_test_between[i16, 16384]
encodings/fastlanes/benches/compute_between.rs::bitpack
CodSpeed Performance Gauge
+7%
92.4 µs
86.5 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
new_bp_prim_test_between[i32, 16384]
encodings/fastlanes/benches/compute_between.rs::bitpack
CodSpeed Performance Gauge
+6%
95.5 µs
89.9 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
+6%
495.3 ns
466.1 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
+6%
1,039.4 ns
981.1 ns
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
new_bp_prim_test_between[i64, 16384]
encodings/fastlanes/benches/compute_between.rs::bitpack
CodSpeed Performance Gauge
+6%
101.1 µs
95.6 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
take_10_contiguous
encodings/fastlanes/benches/bitpacking_take.rs
CodSpeed Performance Gauge
+3%
26.1 µs
25.3 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
bitwise_not_arrow_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+3%
2.1 µs
2.1 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
chunked_dict_primitive_into_canonical[f64, (1000, 100, 100)]
vortex-array/benches/chunked_dict_builder.rs
CodSpeed Performance Gauge
+3%
997.7 µs
971.4 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
bitwise_not_arrow_buffer[1024]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+3%
2.3 µs
2.2 µs
Uses the
Wall Time instrument
to collect wall time performance metrics.
cuda/runend/i32_runlen_10[100M]
vortex-cuda/benches/runend_cuda.rs::benches::benchmark_runend::cuda
CodSpeed Performance Gauge
+3%
1.4 ms
1.4 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
bitwise_not_arrow_buffer[2048]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+3%
2.4 µs
2.3 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
patched_take_10_contiguous
encodings/fastlanes/benches/bitpacking_take.rs
CodSpeed Performance Gauge
+3%
30.7 µs
29.9 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
chunked_dict_primitive_into_canonical[f32, (1000, 1000, 100)]
vortex-array/benches/chunked_dict_builder.rs
CodSpeed Performance Gauge
+2%
888.2 µs
866.9 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
decode_primitives[f32, (1000, 512)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+2%
18.5 µs
18.1 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
append_arrow_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+2%
1.4 µs
1.4 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
chunked_dict_primitive_canonical_into[f32, (1000, 1000, 10)]
vortex-array/benches/chunked_dict_builder.rs
CodSpeed Performance Gauge
+2%
102.8 µs
100.7 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
rank_single[(1024, 0.1)]
vortex-mask/benches/rank.rs
CodSpeed Performance Gauge
+2%
1.5 µs
1.4 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
rank_single[(1024, 0.9)]
vortex-mask/benches/rank.rs
CodSpeed Performance Gauge
+2%
1.5 µs
1.5 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
chunked_dict_primitive_canonical_into[u64, (1000, 100, 100)]
vortex-array/benches/chunked_dict_builder.rs
CodSpeed Performance Gauge
+2%
942.2 µs
924.2 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
chunked_dict_primitive_canonical_into[f64, (1000, 100, 100)]
vortex-array/benches/chunked_dict_builder.rs
CodSpeed Performance Gauge
+2%
938.7 µs
921.9 µs
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51
Commits
Click on a commit to change the comparison range
Base
develop
7bfe690
-0.03%
choose better initialization for centroids
e537428
5 hours ago
by connortsui20
-16.49%
Merge remote-tracking branch 'origin/develop' into HEAD
9606ca3
5 hours ago
by danking
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