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TurboQuant encoding for Vectors

#7167
Comparing
claude/admiring-lichterman
(
546e397
) with
develop
(
6fdd0b3
)
CodSpeed Performance Gauge
0%
Untouched
1106
New
20
Skipped
1522

Benchmarks

2648 total
turboquant_compress_dim1024_2bit_mse
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A49.9 ms
turboquant_decompress_dim1024_4bit_qjl
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A80.1 ms
turboquant_decompress_dim1024_4bit_mse
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A37.7 ms
turboquant_compress_dim1024_4bit_mse
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A55 ms
turboquant_decompress_dim1024_8bit_mse
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A37.7 ms
turboquant_decompress_dim1024_2bit_qjl
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A80.1 ms
turboquant_decompress_dim768_4bit_mse
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A37.1 ms
turboquant_decompress_dim1024_8bit_qjl
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A80.1 ms
turboquant_decompress_dim128_4bit_qjl
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A10 ms
turboquant_decompress_dim1024_2bit_mse
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A37.7 ms
turboquant_decompress_dim768_4bit_qjl
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A76.5 ms
turboquant_compress_dim1024_8bit_mse
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A65.3 ms
turboquant_compress_dim1024_2bit_qjl
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A119.7 ms
turboquant_compress_dim128_4bit_qjl
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A15.9 ms
turboquant_compress_dim1024_4bit_qjl
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A128.3 ms
turboquant_decompress_dim128_4bit_mse
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A4.8 ms
turboquant_compress_dim1024_8bit_qjl
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A138.5 ms
turboquant_compress_dim768_4bit_qjl
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A127.1 ms
turboquant_compress_dim128_4bit_mse
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A6.9 ms
turboquant_compress_dim768_4bit_mse
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
N/A
N/A54.2 ms
iter_arrow_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs
CodSpeed Performance Gauge
+7%
890.3 ns831.9 ns
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
decode_primitives[u8, (1000, 2)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+4%
23.8 µs23 µs
map_new_output[128]
vortex-buffer/benches/vortex_buffer.rs
CodSpeed Performance Gauge
+4%
851.9 ns822.8 ns

Commits

Click on a commit to change the comparison range
Base
develop
6fdd0b3
0%
Merge remote-tracking branch 'origin/develop' into claude/admiring-lichterman
496ddd7
1 day ago
by lwwmanning
0%
dead code
cf30f01
9 hours ago
by lwwmanning
+0.07%
Merge remote-tracking branch 'origin/develop' into claude/admiring-lichterman
2bd20ad
8 hours ago
by lwwmanning
-0.09%
DCO Remediation Commit for Will Manning <will@willmanning.io>
e4c8b9c
8 hours ago
by lwwmanning
+0.01%
fix docs
f2eef9a
8 hours ago
by lwwmanning
-0.07%
Merge remote-tracking branch 'origin/develop' into claude/admiring-lichterman
874bca8
7 hours ago
by lwwmanning
+0.06%
fixes
a67f19f
4 hours ago
by lwwmanning
+0.03%
Merge remote-tracking branch 'origin/develop' into claude/admiring-lichterman
a29c252
4 hours ago
by lwwmanning
-0.01%
min dimension 3
76e8004
4 hours ago
by lwwmanning
-0.03%
Merge remote-tracking branch 'origin/develop' into claude/admiring-lichterman
546e397
3 hours ago
by lwwmanning
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