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

.codegraph

feat(scenegraph): refactor image scene graph query into reusable function

2026-05-21 14:25:50 +08:00

.opencode

test(popcount_pipeline): add cocotb test for popcount pipeline module

2026-05-18 15:37:26 +08:00

docs

feat(benchmark): add software CAM retrieval benchmark

2026-05-27 19:52:14 +08:00

hw

feat(benchmarks): add noise injection experiment support to CAM retrieval benchmark

2026-05-27 19:04:25 +08:00

mini-nav

feat(scenegraph): add ImageHashPipeline protocol and update query API

2026-05-21 15:33:10 +08:00

notebooks

refactor(verification): extract shared text_labels cell and hash codec

2026-05-21 16:41:39 +08:00

scripts

feat(benchmark): add software CAM retrieval benchmark

2026-05-27 19:52:14 +08:00

tests

feat(benchmark): add software CAM retrieval benchmark

2026-05-27 19:52:14 +08:00

.editorconfig

build(simulation): improve verilator simulation infrastructure

2026-05-03 15:33:17 +08:00

.envrc

refactor(build): consolidate CAM test commands under new make targets

2026-05-16 19:57:34 +08:00

.gitignore

feat(benchmarks): add noise injection experiment support to CAM retrieval benchmark

2026-05-27 19:04:25 +08:00

.justfile

feat(benchmarks): add noise injection experiment support to CAM retrieval benchmark

2026-05-27 19:04:25 +08:00

.python-version

chore: use micromamba and uv to manage python environment

2026-03-18 20:14:30 +08:00

.safety-net.json

chore(project): adjust safety rules

2026-05-15 14:03:40 +08:00

.stignore

refactor(cam): remove read noise from noise architecture (Phase 2)

2026-05-26 23:45:52 +08:00

AGENTS.md

chore: migrate habitat dependencies to conda and add cocotb for hardware verification

2026-05-02 23:24:59 +08:00

CLAUDE.md

chore: migrate habitat dependencies to conda and add cocotb for hardware verification

2026-05-02 23:24:59 +08:00

devenv.lock

refactor: reorganize RTL files into core/noise subdirectories

2026-05-14 20:59:46 +08:00

devenv.nix

feat(cam): add Bernoulli noise mask module and cocotb tests

2026-05-26 19:41:17 +08:00

devenv.yaml

feat(feature-compressor): add DINOv2 feature extraction and compression pipeline

2026-01-31 10:34:22 +08:00

environment.yml

refactor(env): remove torch from conda env and add yosys for conda

2026-05-18 15:58:11 +08:00

LICENSE

Initial commit

2026-01-19 15:24:36 +08:00

pyproject.toml

feat(compressors): add JSONL training metrics logging with CLI controls

2026-05-17 14:57:10 +08:00

uv.lock

feat(compressors): add JSONL training metrics logging with CLI controls

2026-05-17 14:57:10 +08:00

Description

No description provided

MIT 3 MiB

Languages

Python 88.8%

SystemVerilog 8.9%

Makefile 2.2%

Nix 0.1%