dearsky/wifi-densepose
1
0
Fork 0
Code Issues 20 Pull Requests 5 Actions Packages Projects Releases 1 Wiki Activity

feat(train): Add ruvector integration — ADR-016, deps, DynamicPersonMatcher

Browse Source 
- docs/adr/ADR-016: Full ruvector integration ADR with verified API details
  from source inspection (github.com/ruvnet/ruvector). Covers mincut,
  attn-mincut, temporal-tensor, solver, and attention at v2.0.4.
- Cargo.toml: Add ruvector-mincut, ruvector-attn-mincut, ruvector-temporal-
  tensor, ruvector-solver, ruvector-attention = "2.0.4" to workspace deps
  and wifi-densepose-train crate deps.
- metrics.rs: Add DynamicPersonMatcher wrapping ruvector_mincut::DynamicMinCut
  for subpolynomial O(n^1.5 log n) multi-frame person tracking; adds
  assignment_mincut() public entry point.
- proof.rs, trainer.rs, model.rs, dataset.rs, subcarrier.rs: Agent
  improvements to full implementations (loss decrease verification, SHA-256
  hash, LCG shuffle, ResNet18 backbone, MmFiDataset, linear interp).
- tests: test_config, test_dataset, test_metrics, test_proof, training_bench
  all added/updated. 100+ tests pass with no-default-features.

https://claude.ai/code/session_01BSBAQJ34SLkiJy4A8SoiL4
This commit is contained in:
Claude
2026-02-28 15:42:10 +00:00
parent fce1271140
commit 81ad09d05b
19 changed files with 4171 additions and 1276 deletions
Download Patch File Download Diff File Expand all files Collapse all files

392
rust-port/wifi-densepose-rs/Cargo.lock generated
View File

@@ -268,6 +268,26 @@ version = "1.8.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "2af50177e190e07a26ab74f8b1efbfe2ef87da2116221318cb1c2e82baf7de06"
[[package]]
name = "bincode"
version = "2.0.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "36eaf5d7b090263e8150820482d5d93cd964a81e4019913c972f4edcc6edb740"
dependencies = [
"bincode_derive",
"serde",
"unty",
]
[[package]]
name = "bincode_derive"
version = "2.0.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "bf95709a440f45e986983918d0e8a1f30a9b1df04918fc828670606804ac3c09"
dependencies = [
"virtue",
]
[[package]]
name = "bit-set"
version = "0.8.0"
@@ -321,6 +341,29 @@ version = "3.19.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "5dd9dc738b7a8311c7ade152424974d8115f2cdad61e8dab8dac9f2362298510"
[[package]]
name = "bytecheck"
version = "0.8.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "0caa33a2c0edca0419d15ac723dff03f1956f7978329b1e3b5fdaaaed9d3ca8b"
dependencies = [
"bytecheck_derive",
"ptr_meta",
"rancor",
"simdutf8",
]
[[package]]
name = "bytecheck_derive"
version = "0.8.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "89385e82b5d1821d2219e0b095efa2cc1f246cbf99080f3be46a1a85c0d392d9"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.114",
]
[[package]]
name = "bytecount"
version = "0.6.9"
@@ -395,7 +438,7 @@ dependencies = [
"rand_distr 0.4.3",
"rayon",
"safetensors 0.4.5",
"thiserror",
"thiserror 1.0.69",
"yoke",
"zip 0.6.6",
]
@@ -412,7 +455,7 @@ dependencies = [
"rayon",
"safetensors 0.4.5",
"serde",
"thiserror",
"thiserror 1.0.69",
]
[[package]]
@@ -651,6 +694,28 @@ version = "1.2.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "790eea4361631c5e7d22598ecd5723ff611904e3344ce8720784c93e3d83d40b"
[[package]]
name = "crossbeam"
version = "0.8.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "1137cd7e7fc0fb5d3c5a8678be38ec56e819125d8d7907411fe24ccb943faca8"
dependencies = [
"crossbeam-channel",
"crossbeam-deque",
"crossbeam-epoch",
"crossbeam-queue",
"crossbeam-utils",
]
[[package]]
name = "crossbeam-channel"
version = "0.5.15"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "82b8f8f868b36967f9606790d1903570de9ceaf870a7bf9fbbd3016d636a2cb2"
dependencies = [
"crossbeam-utils",
]
[[package]]
name = "crossbeam-deque"
version = "0.8.6"
@@ -670,6 +735,15 @@ dependencies = [
"crossbeam-utils",
]
[[package]]
name = "crossbeam-queue"
version = "0.3.12"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "0f58bbc28f91df819d0aa2a2c00cd19754769c2fad90579b3592b1c9ba7a3115"
dependencies = [
"crossbeam-utils",
]
[[package]]
name = "crossbeam-utils"
version = "0.8.21"
@@ -713,6 +787,20 @@ dependencies = [
"memchr",
]
[[package]]
name = "dashmap"
version = "6.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "5041cc499144891f3790297212f32a74fb938e5136a14943f338ef9e0ae276cf"
dependencies = [
"cfg-if",
"crossbeam-utils",
"hashbrown 0.14.5",
"lock_api",
"once_cell",
"parking_lot_core",
]
[[package]]
name = "data-encoding"
version = "2.10.0"
@@ -1239,6 +1327,12 @@ dependencies = [
"byteorder",
]
[[package]]
name = "hashbrown"
version = "0.14.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "e5274423e17b7c9fc20b6e7e208532f9b19825d82dfd615708b70edd83df41f1"
[[package]]
name = "hashbrown"
version = "0.15.5"
@@ -1652,6 +1746,26 @@ dependencies = [
"windows-sys 0.61.2",
]
[[package]]
name = "munge"
version = "0.4.7"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "5e17401f259eba956ca16491461b6e8f72913a0a114e39736ce404410f915a0c"
dependencies = [
"munge_macro",
]
[[package]]
name = "munge_macro"
version = "0.4.7"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "4568f25ccbd45ab5d5603dc34318c1ec56b117531781260002151b8530a9f931"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.114",
]
[[package]]
name = "native-tls"
version = "0.2.14"
@@ -1683,6 +1797,22 @@ dependencies = [
"serde",
]
[[package]]
name = "ndarray"
version = "0.16.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "882ed72dce9365842bf196bdeedf5055305f11fc8c03dee7bb0194a6cad34841"
dependencies = [
"matrixmultiply",
"num-complex",
"num-integer",
"num-traits",
"portable-atomic",
"portable-atomic-util",
"rawpointer",
"serde",
]
[[package]]
name = "ndarray"
version = "0.17.2"
@@ -1860,6 +1990,15 @@ dependencies = [
"vcpkg",
]
[[package]]
name = "ordered-float"
version = "4.6.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "7bb71e1b3fa6ca1c61f383464aaf2bb0e2f8e772a1f01d486832464de363b951"
dependencies = [
"num-traits",
]
[[package]]
name = "ort"
version = "2.0.0-rc.11"
@@ -2190,6 +2329,26 @@ dependencies = [
"unarray",
]
[[package]]
name = "ptr_meta"
version = "0.3.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "0b9a0cf95a1196af61d4f1cbdab967179516d9a4a4312af1f31948f8f6224a79"
dependencies = [
"ptr_meta_derive",
]
[[package]]
name = "ptr_meta_derive"
version = "0.3.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "7347867d0a7e1208d93b46767be83e2b8f978c3dad35f775ac8d8847551d6fe1"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.114",
]
[[package]]
name = "pulp"
version = "0.18.22"
@@ -2236,6 +2395,15 @@ version = "5.3.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "69cdb34c158ceb288df11e18b4bd39de994f6657d83847bdffdbd7f346754b0f"
[[package]]
name = "rancor"
version = "0.1.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "a063ea72381527c2a0561da9c80000ef822bdd7c3241b1cc1b12100e3df081ee"
dependencies = [
"ptr_meta",
]
[[package]]
name = "rand"
version = "0.8.5"
@@ -2403,6 +2571,55 @@ version = "0.8.8"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "7a2d987857b319362043e95f5353c0535c1f58eec5336fdfcf626430af7def58"
[[package]]
name = "rend"
version = "0.5.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "cadadef317c2f20755a64d7fdc48f9e7178ee6b0e1f7fce33fa60f1d68a276e6"
dependencies = [
"bytecheck",
]
[[package]]
name = "rkyv"
version = "0.8.15"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "1a30e631b7f4a03dee9056b8ef6982e8ba371dd5bedb74d3ec86df4499132c70"
dependencies = [
"bytecheck",
"bytes",
"hashbrown 0.16.1",
"indexmap",
"munge",
"ptr_meta",
"rancor",
"rend",
"rkyv_derive",
"tinyvec",
"uuid",
]
[[package]]
name = "rkyv_derive"
version = "0.8.15"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "8100bb34c0a1d0f907143db3149e6b4eea3c33b9ee8b189720168e818303986f"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.114",
]
[[package]]
name = "roaring"
version = "0.10.12"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "19e8d2cfa184d94d0726d650a9f4a1be7f9b76ac9fdb954219878dc00c1c1e7b"
dependencies = [
"bytemuck",
"byteorder",
]
[[package]]
name = "robust"
version = "1.2.0"
@@ -2533,6 +2750,95 @@ dependencies = [
"wait-timeout",
]
[[package]]
name = "ruvector-attention"
version = "2.0.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "cb4233c1cecd0ea826d95b787065b398489328885042247ff5ffcbb774e864ff"
dependencies = [
"rand 0.8.5",
"rayon",
"serde",
"thiserror 1.0.69",
]
[[package]]
name = "ruvector-attn-mincut"
version = "2.0.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "6c8ec5e03cc7a435945c81f1b151a2bc5f64f2206bf50150cab0f89981ce8c94"
dependencies = [
"serde",
"serde_json",
"sha2",
]
[[package]]
name = "ruvector-core"
version = "2.0.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "dc7bc95e3682430c27228d7bc694ba9640cd322dde1bd5e7c9cf96a16afb4ca1"
dependencies = [
"anyhow",
"bincode",
"chrono",
"dashmap",
"ndarray 0.16.1",
"once_cell",
"parking_lot",
"rand 0.8.5",
"rand_distr 0.4.3",
"rkyv",
"serde",
"serde_json",
"thiserror 2.0.18",
"tracing",
"uuid",
]
[[package]]
name = "ruvector-mincut"
version = "2.0.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "6d62e10cbb7d80b1e2b72d55c1e3eb7f0c4c5e3f31984bc3baa9b7a02700741e"
dependencies = [
"anyhow",
"crossbeam",
"dashmap",
"ordered-float",
"parking_lot",
"petgraph",
"rand 0.8.5",
"rayon",
"roaring",
"ruvector-core",
"serde",
"serde_json",
"thiserror 2.0.18",
"tracing",
]
[[package]]
name = "ruvector-solver"
version = "2.0.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "ce69cbde4ee5747281edb1d987a8292940397723924262b6218fc19022cbf687"
dependencies = [
"dashmap",
"getrandom 0.2.17",
"parking_lot",
"rand 0.8.5",
"serde",
"thiserror 2.0.18",
"tracing",
]
[[package]]
name = "ruvector-temporal-tensor"
version = "2.0.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "178f93f84a4a72c582026a45d9b8710acf188df4a22a25434c5dbba1df6c4cac"
[[package]]
name = "ryu"
version = "1.0.22"
@@ -2757,6 +3063,12 @@ version = "0.3.8"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "e320a6c5ad31d271ad523dcf3ad13e2767ad8b1cb8f047f75a8aeaf8da139da2"
[[package]]
name = "simdutf8"
version = "0.1.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "e3a9fe34e3e7a50316060351f37187a3f546bce95496156754b601a5fa71b76e"
[[package]]
name = "slab"
version = "0.4.11"
@@ -2884,7 +3196,7 @@ dependencies = [
"byteorder",
"enum-as-inner",
"libc",
"thiserror",
"thiserror 1.0.69",
"walkdir",
]
@@ -2926,7 +3238,7 @@ dependencies = [
"ndarray 0.15.6",
"rand 0.8.5",
"safetensors 0.3.3",
"thiserror",
"thiserror 1.0.69",
"torch-sys",
"zip 0.6.6",
]
@@ -2956,7 +3268,16 @@ version = "1.0.69"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b6aaf5339b578ea85b50e080feb250a3e8ae8cfcdff9a461c9ec2904bc923f52"
dependencies = [
"thiserror-impl",
"thiserror-impl 1.0.69",
]
[[package]]
name = "thiserror"
version = "2.0.18"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "4288b5bcbc7920c07a1149a35cf9590a2aa808e0bc1eafaade0b80947865fbc4"
dependencies = [
"thiserror-impl 2.0.18",
]
[[package]]
@@ -2970,6 +3291,17 @@ dependencies = [
"syn 2.0.114",
]
[[package]]
name = "thiserror-impl"
version = "2.0.18"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "ebc4ee7f67670e9b64d05fa4253e753e016c6c95ff35b89b7941d6b856dec1d5"
dependencies = [
"proc-macro2",
"quote",
"syn 2.0.114",
]
[[package]]
name = "thread_local"
version = "1.1.9"
@@ -3008,6 +3340,21 @@ dependencies = [
"serde_json",
]
[[package]]
name = "tinyvec"
version = "1.10.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "bfa5fdc3bce6191a1dbc8c02d5c8bffcf557bafa17c124c5264a458f1b0613fa"
dependencies = [
"tinyvec_macros",
]
[[package]]
name = "tinyvec_macros"
version = "0.1.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
[[package]]
name = "tokio"
version = "1.49.0"
@@ -3250,7 +3597,7 @@ dependencies = [
"log",
"rand 0.8.5",
"sha1",
"thiserror",
"thiserror 1.0.69",
"utf-8",
]
@@ -3290,6 +3637,12 @@ version = "0.2.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b4ac048d71ede7ee76d585517add45da530660ef4390e49b098733c6e897f254"
[[package]]
name = "unty"
version = "0.0.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "6d49784317cd0d1ee7ec5c716dd598ec5b4483ea832a2dced265471cc0f690ae"
[[package]]
name = "ureq"
version = "3.1.4"
@@ -3362,6 +3715,12 @@ version = "0.9.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "0b928f33d975fc6ad9f86c8f283853ad26bdd5b10b7f1542aa2fa15e2289105a"
[[package]]
name = "virtue"
version = "0.0.18"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "051eb1abcf10076295e815102942cc58f9d5e3b4560e46e53c21e8ff6f3af7b1"
[[package]]
name = "vte"
version = "0.10.1"
@@ -3568,7 +3927,7 @@ dependencies = [
"serde_json",
"tabled",
"tempfile",
"thiserror",
"thiserror 1.0.69",
"tokio",
"tracing",
"tracing-subscriber",
@@ -3592,7 +3951,7 @@ dependencies = [
"proptest",
"serde",
"serde_json",
"thiserror",
"thiserror 1.0.69",
"uuid",
]
@@ -3609,7 +3968,7 @@ dependencies = [
"chrono",
"serde",
"serde_json",
"thiserror",
"thiserror 1.0.69",
"tracing",
]
@@ -3632,7 +3991,7 @@ dependencies = [
"rustfft",
"serde",
"serde_json",
"thiserror",
"thiserror 1.0.69",
"tokio",
"tokio-test",
"tracing",
@@ -3661,7 +4020,7 @@ dependencies = [
"serde_json",
"tch",
"tempfile",
"thiserror",
"thiserror 1.0.69",
"tokio",
"tracing",
]
@@ -3679,7 +4038,7 @@ dependencies = [
"rustfft",
"serde",
"serde_json",
"thiserror",
"thiserror 1.0.69",
"wifi-densepose-core",
]
@@ -3701,12 +4060,17 @@ dependencies = [
"num-traits",
"petgraph",
"proptest",
"ruvector-attention",
"ruvector-attn-mincut",
"ruvector-mincut",
"ruvector-solver",
"ruvector-temporal-tensor",
"serde",
"serde_json",
"sha2",
"tch",
"tempfile",
"thiserror",
"thiserror 1.0.69",
"tokio",
"toml",
"tracing",
@@ -4079,7 +4443,7 @@ dependencies = [
"byteorder",
"crc32fast",
"flate2",
"thiserror",
"thiserror 1.0.69",
]
[[package]]