2 Commits

Author	SHA1	Message	Date
SikongJueluo	b5a40819cc	feat: vectorize CAM retrieval with NumPy and add multi-worker support ... - Replace scalar hamming distance with NumPy bitwise_count for batch retrieval - Add ThreadPoolExecutor-based multi-worker query parallelism - Improve missing dataset error message with generation command hint - Increase DEFAULT_MAX_QUERIES from 128 to 8192 for meaningful throughput tests	2026-06-07 20:45:20 +08:00
SikongJueluo	acf0c75132	feat(benchmark): add software CAM retrieval benchmark ... Add software-based CAM retrieval benchmark to compare retrieval quality and speed against hardware simulation. Includes experiment documentation with noise sweep analysis on CIFAR-10/100 datasets. - Add sw_retrieval_benchmark.py for software Hamming distance Top-K retrieval - Add test_sw_retrieval_benchmark.py with unit tests for dataset loading and metrics - Add experiment doc (sw_hw_cam_retrieval_benchmark.md) comparing software vs hardware - Document noise sweep impact on retrieval quality at various WRITE_NOISE_RATE values	2026-05-27 19:52:14 +08:00