Demo TurboQuant basic search with serialization #7451

Performance Gate Passed

✅ 1153 untouched benchmarks
🆕 10 new benchmarks
⏩ 1455 skipped benchmarks¹

	Mode	Benchmark	`BASE`	`HEAD`	Efficiency
🆕	Simulation	`turboquant_compress_dim1024_2bit`	N/A	47.5 ms	N/A
🆕	Simulation	`turboquant_compress_dim1024_4bit`	N/A	52.6 ms	N/A
🆕	Simulation	`turboquant_compress_dim1024_8bit`	N/A	62.8 ms	N/A
🆕	Simulation	`turboquant_decompress_dim768_4bit`	N/A	42.2 ms	N/A
🆕	Simulation	`turboquant_compress_dim128_4bit`	N/A	6.6 ms	N/A
🆕	Simulation	`turboquant_decompress_dim1024_4bit`	N/A	43.9 ms	N/A
🆕	Simulation	`turboquant_decompress_dim1024_2bit`	N/A	43.9 ms	N/A
🆕	Simulation	`turboquant_compress_dim768_4bit`	N/A	52.1 ms	N/A
🆕	Simulation	`turboquant_decompress_dim128_4bit`	N/A	5.5 ms	N/A
🆕	Simulation	`turboquant_decompress_dim1024_8bit`	N/A	43.9 ms	N/A

_{Comparing ct/tq-example (7b9846c) with develop (3188e24)}

1455 benchmarks were skipped, so the baseline results were used instead. If they were deleted from the codebase, click here and archive them to remove them from the performance reports. ↩