ruvector/crates
ruvnet 03f8d08fd0 feat(sparse-mario): iter 4 — bench dense vs sparse vs sparse+FastGRNN
Adds `benches/sparse_mario_bench.rs` exercising the retrieval workload
shape (heads=1, head_dim=64, non-causal, window=256, block=64) at
seq lengths 256/512/1024/2048 — the realistic range of corpus + prefix
in the example.

Headline numbers (Ryzen 9 9950X, --features parallel,
--warm-up-time 1 --measurement-time 3 --sample-size 20):

  seq    dense       sparse      sparse+FG    speedup (sparse vs dense)
  256    2.41 ms     1.74 ms     2.23 ms      1.4x
  512    9.59 ms     5.21 ms     6.24 ms      1.8x
  1024   38.4 ms     12.2 ms     14.2 ms      3.1x
  2048   154 ms      26.2 ms     30.3 ms      5.9x

Dense scales 4x per doubling (O(N²) confirmed). Sparse scales ~2x per
doubling (sub-quadratic). FastGRNN gate adds a small constant cost
that dominates at small N and single-head; it would pay back at
longer sequences and wider heads — iter 5 will sweep this.

Iter-plan progress:
  ✓ 1-3. corpus + retrieval LM + ASCII generation
  ✓ 4. sparse-mario bench                          ← here
    5. fp16 KV cache + FastGRNN sweep + top-k sampling
    6. validation + final summary

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-05-08 12:51:14 -04:00
..
agentic-robotics-benchmarks feat: Add agentic-robotics crates and SOTA integration research 2026-02-27 02:54:01 +00:00
agentic-robotics-core feat: Add agentic-robotics crates and SOTA integration research 2026-02-27 02:54:01 +00:00
agentic-robotics-embedded feat: Add agentic-robotics crates and SOTA integration research 2026-02-27 02:54:01 +00:00
agentic-robotics-mcp feat: Add agentic-robotics crates and SOTA integration research 2026-02-27 02:54:01 +00:00
agentic-robotics-node feat: Add agentic-robotics crates and SOTA integration research 2026-02-27 02:54:01 +00:00
agentic-robotics-rt feat: Add agentic-robotics crates and SOTA integration research 2026-02-27 02:54:01 +00:00
cognitum-gate-kernel chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
cognitum-gate-tilezero chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
hailort-sys hailo: NPU pipeline pool exploration + bridge cache/health parity (iter 234-249) (#418) 2026-05-04 09:56:26 -04:00
mcp-brain chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
mcp-brain-server chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
mcp-gate style: apply rustfmt across entire codebase 2026-01-28 17:00:26 +00:00
micro-hnsw-wasm feat(quality): ADR-144 monorepo quality analysis — Phase 1 critical fixes (#336) 2026-04-06 21:19:13 -04:00
neural-trader-coherence style: apply cargo fmt formatting 2026-03-12 20:57:18 -04:00
neural-trader-core feat: add neural-trader-wasm crate with WASM bindings and ADR-086 2026-03-08 16:17:58 +00:00
neural-trader-replay style: apply cargo fmt formatting 2026-03-12 20:57:18 -04:00
neural-trader-strategies chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
neural-trader-wasm style: apply cargo fmt formatting 2026-03-12 20:57:18 -04:00
prime-radiant fix: 19 surfaced test failures in ruvllm + prime-radiant (post PR #389) 2026-04-26 12:18:31 -04:00
profiling Reorganize repository structure 2025-11-19 20:53:37 +00:00
ruos-thermal feat(ruvector-hailo): NPU embedding backend + multi-Pi cluster (ADRs 167-170) (#413) 2026-05-04 08:30:40 -04:00
ruQu chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruqu-algorithms chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruqu-core chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruqu-exotic chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruqu-wasm fix(rvagent-cli, ruqu-wasm): unblock 2 PR #388 test failures 2026-04-26 00:14:39 -04:00
ruvector-acorn feat(wasm): publish @ruvector/rabitq-wasm and @ruvector/acorn-wasm to npm (#394) 2026-04-26 23:10:39 -04:00
ruvector-acorn-wasm feat(wasm): publish @ruvector/rabitq-wasm and @ruvector/acorn-wasm to npm (#394) 2026-04-26 23:10:39 -04:00
ruvector-attention chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-attention-cli fix: migrate attention/dag/tiny-dancer to workspace versioning and fix all dep version specs 2026-02-23 13:29:46 +00:00
ruvector-attention-node chore: Update attention NAPI-RS binaries for all platforms 2026-04-26 00:47:37 +00:00
ruvector-attention-unified-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-attention-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-attn-mincut chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-bench chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-cli chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-cluster chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-cnn docs(sdk): add deep planning review for ruvector Python SDK 2026-04-25 20:28:54 -04:00
ruvector-cnn-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-cognitive-container fix: format all files, add EXO crate READMEs, convert path deps to version deps 2026-02-27 16:21:14 +00:00
ruvector-coherence chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-collections chore(workspace): cargo fmt — mechanical whitespace fix across 427 files 2026-04-24 10:44:02 -04:00
ruvector-consciousness chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-consciousness-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-core feat(graph-node): add deleteNode/deleteEdge/deleteHyperedge API — closes #427 2026-05-06 09:52:26 -04:00
ruvector-crv chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-dag chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-dag-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-decompiler chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-decompiler-wasm feat(decompiler): WASM Louvain pipeline — npx now produces 589+ modules 2026-04-03 15:25:23 +00:00
ruvector-delta-consensus chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-delta-core chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-delta-graph chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-delta-index chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-delta-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-diskann fix(diskann): seed test RNGs to fix flaky test_diskann_basic (#397) 2026-04-27 01:53:18 -04:00
ruvector-diskann-node chore(workspace): cargo fmt — mechanical whitespace fix across 427 files 2026-04-24 10:44:02 -04:00
ruvector-dither chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-domain-expansion chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-domain-expansion-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-economy-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-exotic-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-filter fix(filter): bump recursion_limit to 4096 to fix lib test E0275 2026-04-26 02:25:09 -04:00
ruvector-fpga-transformer chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-fpga-transformer-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-gnn chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-gnn-node chore: Update GNN NAPI-RS binaries for all platforms 2026-04-27 13:40:44 +00:00
ruvector-gnn-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-graph feat(graph-node): add deleteNode/deleteEdge/deleteHyperedge API — closes #427 2026-05-06 09:52:26 -04:00
ruvector-graph-node feat(graph-node): add deleteNode/deleteEdge/deleteHyperedge API — closes #427 2026-05-06 09:52:26 -04:00
ruvector-graph-transformer chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-graph-transformer-node chore: Update graph transformer NAPI-RS binaries for all platforms 2026-04-26 00:53:18 +00:00
ruvector-graph-transformer-wasm chore: Update graph transformer NAPI-RS binaries for all platforms 2026-04-26 00:53:18 +00:00
ruvector-graph-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-hailo hailo: lint cleanup + bridge test gates + doc refresh (iter 251-255) (#419) 2026-05-04 10:21:25 -04:00
ruvector-hailo-cluster docs(ruvllm, hailo-cluster): add sparse attention + Hailo-10H sections 2026-05-06 11:50:35 -04:00
ruvector-hyperbolic-hnsw feat(prime-radiant): Universal Coherence Engine with Sheaf Laplacian AI Safety (#131) 2026-01-22 21:27:27 -05:00
ruvector-hyperbolic-hnsw-wasm feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ruvector-kalshi chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-learning-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-math chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-math-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-metrics feat(quality): ADR-144 monorepo quality analysis — Phase 1 critical fixes (#336) 2026-04-06 21:19:13 -04:00
ruvector-mincut test(mincut): #[ignore] flaky test_delete_tree_edge — real bug in WitnessTree (#396) 2026-04-26 23:10:12 -04:00
ruvector-mincut-brain-node fix(brain): defer sparsifier build on startup for large graphs 2026-03-24 12:29:52 +00:00
ruvector-mincut-gated-transformer chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-mincut-gated-transformer-wasm fix: resolve compilation errors across workspace 2026-03-16 23:15:25 -04:00
ruvector-mincut-node chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-mincut-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-mmwave hailo: NPU pipeline pool exploration + bridge cache/health parity (iter 234-249) (#418) 2026-05-04 09:56:26 -04:00
ruvector-nervous-system test: remove 12 flaky tests previously quarantined with #[ignore] (#393) 2026-04-26 23:10:00 -04:00
ruvector-nervous-system-wasm style: apply rustfmt across entire codebase 2026-01-28 17:00:26 +00:00
ruvector-node chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-postgres chore: bump workspace to v2.2.0, sona to v0.2.0 2026-04-20 13:56:53 -04:00
ruvector-profiler fix: apply cargo fmt across workspace and fix CI issues 2026-02-21 20:56:38 +00:00
ruvector-rabitq feat(wasm): publish @ruvector/rabitq-wasm and @ruvector/acorn-wasm to npm (#394) 2026-04-26 23:10:39 -04:00
ruvector-rabitq-wasm feat(wasm): publish @ruvector/rabitq-wasm and @ruvector/acorn-wasm to npm (#394) 2026-04-26 23:10:39 -04:00
ruvector-raft chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-replication chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-robotics chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-router-cli fix: add version specs to path dependencies for crates.io publishing 2026-02-23 03:14:45 +00:00
ruvector-router-core chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-router-ffi fix(router): 7 bugs in @ruvector/router — broken wrapper, score inversion, DB crashes (#333) 2026-04-06 16:27:46 -04:00
ruvector-router-wasm fix: add version specs to path dependencies for crates.io publishing 2026-02-23 03:14:45 +00:00
ruvector-rulake chore(rulake): add version to ruvector-rabitq path dep for crates.io 2026-04-24 10:15:18 -04:00
ruvector-server chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-snapshot chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-solver chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-solver-node chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-solver-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-sparse-inference chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-sparse-inference-wasm fix: resolve 5 P0 critical issues + 2 pre-existing compile errors 2026-03-06 14:03:42 +00:00
ruvector-sparsifier chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-sparsifier-wasm chore(workspace): cargo fmt — mechanical whitespace fix across 427 files 2026-04-24 10:44:02 -04:00
ruvector-temporal-tensor chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-temporal-tensor-wasm feat: Add ADR-017 temporal tensor compression with tiered quantization 2026-02-06 00:28:21 +00:00
ruvector-tiny-dancer-core chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-tiny-dancer-node chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-tiny-dancer-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-verified chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-verified-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvector-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvix chore(workspace): make full cargo build --workspace exit 0 2026-04-25 18:06:27 -04:00
ruvllm docs(ruvllm, hailo-cluster): add sparse attention + Hailo-10H sections 2026-05-06 11:50:35 -04:00
ruvllm-cli ADR-180: ruvllm 2.2.1 cache-reset patch + N-backend pool exploration (#424) 2026-05-05 09:47:05 -04:00
ruvllm-wasm chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
ruvllm_sparse_attention feat(sparse-mario): iter 4 — bench dense vs sparse vs sparse+FastGRNN 2026-05-08 12:51:14 -04:00
rvAgent fix(rvagent-cli, ruqu-wasm): unblock 2 PR #388 test failures 2026-04-26 00:14:39 -04:00
rvf chore(workspace): cargo fmt nested workspaces — rvf/, examples/* 2026-04-24 10:51:14 -04:00
rvlite chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
rvm feat(quality): ADR-144 monorepo quality analysis — Phase 1 critical fixes (#336) 2026-04-06 21:19:13 -04:00
sona chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
thermorust chore(workspace): clippy-clean every crate under -D warnings + fmt + repair pre-existing broken benches 2026-04-25 17:00:20 -04:00
agentic-robotics-README.md feat: Add agentic-robotics crates and SOTA integration research 2026-02-27 02:54:01 +00:00