claude/admiring-lichterman - Branch - vortex-data/vortex - CodSpeed

Blog Docs Changelog

feat: turboquant encoding for vectors

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claude/admiring-lichterman

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c09177b

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e8cd130

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Untouched: 1106

New: 20

Skipped: 1522

Benchmarks

2648 total

turboquant_compress_dim1024_2bit_mse

vortex/benches/single_encoding_throughput.rs

N/A

N/A66.7 ms

turboquant_compress_dim1024_2bit_qjl

vortex/benches/single_encoding_throughput.rs

N/A

N/A136.4 ms

turboquant_compress_dim1024_8bit_mse

vortex/benches/single_encoding_throughput.rs

N/A

N/A730.6 ms

turboquant_compress_dim128_4bit_mse

vortex/benches/single_encoding_throughput.rs

N/A

N/A13.1 ms

turboquant_compress_dim1024_4bit_mse

vortex/benches/single_encoding_throughput.rs

N/A

N/A103.7 ms

turboquant_compress_dim768_4bit_qjl

vortex/benches/single_encoding_throughput.rs

N/A

N/A160.7 ms

turboquant_decompress_dim1024_2bit_mse

vortex/benches/single_encoding_throughput.rs

N/A

N/A38 ms

turboquant_decompress_dim1024_8bit_qjl

vortex/benches/single_encoding_throughput.rs

N/A

N/A85.8 ms

turboquant_compress_dim768_4bit_mse

vortex/benches/single_encoding_throughput.rs

N/A

N/A102.8 ms

turboquant_compress_dim128_4bit_qjl

vortex/benches/single_encoding_throughput.rs

N/A

N/A20.5 ms

turboquant_decompress_dim768_4bit_mse

vortex/benches/single_encoding_throughput.rs

N/A

N/A37.4 ms

turboquant_compress_dim1024_4bit_qjl

vortex/benches/single_encoding_throughput.rs

N/A

N/A162 ms

turboquant_compress_dim1024_8bit_qjl

vortex/benches/single_encoding_throughput.rs

N/A

N/A481.7 ms

turboquant_decompress_dim1024_8bit_mse

vortex/benches/single_encoding_throughput.rs

N/A

N/A38 ms

turboquant_decompress_dim1024_2bit_qjl

vortex/benches/single_encoding_throughput.rs

N/A

N/A85.9 ms

turboquant_decompress_dim1024_4bit_mse

vortex/benches/single_encoding_throughput.rs

N/A

N/A38 ms

turboquant_decompress_dim1024_4bit_qjl

vortex/benches/single_encoding_throughput.rs

N/A

N/A85.9 ms

turboquant_decompress_dim768_4bit_qjl

vortex/benches/single_encoding_throughput.rs

N/A

N/A80.9 ms

turboquant_decompress_dim128_4bit_mse

vortex/benches/single_encoding_throughput.rs

N/A

N/A5 ms

turboquant_decompress_dim128_4bit_qjl

vortex/benches/single_encoding_throughput.rs

N/A

N/A11.1 ms

binary_search_std

vortex-array/benches/search_sorted.rs

+5%

582.8 ns553.6 ns

take_map[(0.01, 1.0)]

vortex-array/benches/take_patches.rs

+3%

2.5 ms2.5 ms

runend_compress_u32

vortex/benches/single_encoding_throughput.rs

+2%

7.8 ms7.6 ms

take_map[(0.005, 1.0)]

vortex-array/benches/take_patches.rs

+1%

2.4 ms2.4 ms

take_map[(0.01, 0.5)]

vortex-array/benches/take_patches.rs

+1%

1.3 ms1.3 ms

Commits

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Base

develop

e8cd130

-0.07%

holy moly simd

5582f1e

9 hours ago

by lwwmanning

+0.07%

fix review comments

a872ba9

9 hours ago

by lwwmanning

0%

review

c09177b

9 hours ago

by lwwmanning

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