diff --git a/Cargo.lock b/Cargo.lock
index a71f75a..320dcb8 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -4,9 +4,9 @@ version = 4
 
 [[package]]
 name = "addr2line"
-version = "0.24.2"
+version = "0.25.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dfbe277e56a376000877090da837660b4427aad530e3028d44e0bffe4f89a1c1"
+checksum = "1b5d307320b3181d6d7954e663bd7c774a838b8220fe0593c86d9fb09f498b4b"
 dependencies = [
  "gimli",
 ]
@@ -52,13 +52,22 @@ dependencies = [
 
 [[package]]
 name = "aho-corasick"
-version = "1.1.3"
+version = "1.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e60d3430d3a69478ad0993f19238d2df97c507009a52b3c10addcd7f6bcb916"
+checksum = "ddd31a130427c27518df266943a5308ed92d4b226cc639f5a8f1002816174301"
 dependencies = [
  "memchr",
 ]
 
+[[package]]
+name = "aligned"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ee4508988c62edf04abd8d92897fca0c2995d907ce1dfeaf369dac3716a40685"
+dependencies = [
+ "as-slice",
+]
+
 [[package]]
 name = "aligned-vec"
 version = "0.6.4"
@@ -85,9 +94,9 @@ dependencies = [
 
 [[package]]
 name = "anstream"
-version = "0.6.20"
+version = "0.6.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3ae563653d1938f79b1ab1b5e668c87c76a9930414574a6583a7b7e11a8e6192"
+checksum = "43d5b281e737544384e969a5ccad3f1cdd24b48086a0fc1b2a5262a26b8f4f4a"
 dependencies = [
  "anstyle",
  "anstyle-parse",
@@ -100,9 +109,9 @@ dependencies = [
 
 [[package]]
 name = "anstyle"
-version = "1.0.11"
+version = "1.0.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "862ed96ca487e809f1c8e5a8447f6ee2cf102f846893800b20cebdf541fc6bbd"
+checksum = "5192cca8006f1fd4f7237516f40fa183bb07f8fbdfedaa0036de5ea9b0b45e78"
 
 [[package]]
 name = "anstyle-parse"
@@ -115,29 +124,29 @@ dependencies = [
 
 [[package]]
 name = "anstyle-query"
-version = "1.1.4"
+version = "1.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9e231f6134f61b71076a3eab506c379d4f36122f2af15a9ff04415ea4c3339e2"
+checksum = "40c48f72fd53cd289104fc64099abca73db4166ad86ea0b4341abe65af83dadc"
 dependencies = [
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "anstyle-wincon"
-version = "3.0.10"
+version = "3.0.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3e0633414522a32ffaac8ac6cc8f748e090c5717661fddeea04219e2344f5f2a"
+checksum = "291e6a250ff86cd4a820112fb8898808a366d8f9f58ce16d1f538353ad55747d"
 dependencies = [
  "anstyle",
  "once_cell_polyfill",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "anyhow"
-version = "1.0.99"
+version = "1.0.101"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b0674a1ddeecb70197781e945de4b3b8ffb61fa939a5597bcf48503737663100"
+checksum = "5f0e0fee31ef5ed1ba1316088939cea399010ed7731dba877ed44aeb407a75ea"
 
 [[package]]
 name = "approx"
@@ -153,9 +162,6 @@ name = "arbitrary"
 version = "1.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c3d036a3c4ab069c7b410a2ce876bd74808d2d0888a82667669f8e783a898bf1"
-dependencies = [
- "derive_arbitrary",
-]
 
 [[package]]
 name = "arg_enum_proc_macro"
@@ -165,7 +171,7 @@ checksum = "0ae92a5119aa49cdbcf6b9f893fe4e1d98b04ccbf82ee0584ad948a44a734dea"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -192,6 +198,15 @@ version = "0.7.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
 
+[[package]]
+name = "as-slice"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "516b6b4f0e40d50dcda9365d53964ec74560ad4284da2e7fc97122cd83174516"
+dependencies = [
+ "stable_deref_trait",
+]
+
 [[package]]
 name = "ash"
 version = "0.38.0+1.3.281"
@@ -232,15 +247,35 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c08606f8c3cbf4ce6ec8e28fb0014a2c086708fe954eaa885384a6165172e7e8"
 
 [[package]]
-name = "av1-grain"
-version = "0.2.4"
+name = "av-scenechange"
+version = "0.14.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4f3efb2ca85bc610acfa917b5aaa36f3fcbebed5b3182d7f877b02531c4b80c8"
+checksum = "0f321d77c20e19b92c39e7471cf986812cbb46659d2af674adc4331ef3f18394"
+dependencies = [
+ "aligned",
+ "anyhow",
+ "arg_enum_proc_macro",
+ "arrayvec 0.7.6",
+ "log",
+ "num-rational",
+ "num-traits",
+ "pastey",
+ "rayon",
+ "thiserror 2.0.18",
+ "v_frame",
+ "y4m",
+]
+
+[[package]]
+name = "av1-grain"
+version = "0.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8cfddb07216410377231960af4fcab838eaa12e013417781b78bd95ee22077f8"
 dependencies = [
  "anyhow",
  "arrayvec 0.7.6",
  "log",
- "nom",
+ "nom 8.0.0",
  "num-rational",
  "v_frame",
 ]
@@ -256,9 +291,9 @@ dependencies = [
 
 [[package]]
 name = "axum"
-version = "0.8.4"
+version = "0.8.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "021e862c184ae977658b36c4500f7feac3221ca5da43e3f25bd04ab6c79a29b5"
+checksum = "8b52af3cb4058c895d37317bb27508dccc8e5f2d39454016b297bf4a400597b8"
 dependencies = [
  "axum-core",
  "base64 0.22.1",
@@ -276,15 +311,14 @@ dependencies = [
  "mime",
  "percent-encoding",
  "pin-project-lite",
- "rustversion",
- "serde",
+ "serde_core",
  "serde_json",
  "serde_path_to_error",
  "serde_urlencoded",
  "sha1",
  "sync_wrapper",
  "tokio",
- "tokio-tungstenite 0.26.2",
+ "tokio-tungstenite",
  "tower",
  "tower-layer",
  "tower-service",
@@ -293,9 +327,9 @@ dependencies = [
 
 [[package]]
 name = "axum-core"
-version = "0.5.2"
+version = "0.5.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "68464cd0412f486726fb3373129ef5d2993f90c34bc2bc1c1e9943b2f4fc7ca6"
+checksum = "08c78f31d7b1291f7ee735c1c6780ccde7785daae9a9206026862dab7d8792d1"
 dependencies = [
  "bytes",
  "futures-core",
@@ -304,7 +338,6 @@ dependencies = [
  "http-body-util",
  "mime",
  "pin-project-lite",
- "rustversion",
  "sync_wrapper",
  "tower-layer",
  "tower-service",
@@ -313,9 +346,9 @@ dependencies = [
 
 [[package]]
 name = "backtrace"
-version = "0.3.75"
+version = "0.3.76"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6806a6321ec58106fea15becdad98371e28d92ccbc7c8f1b3b6dd724fe8f1002"
+checksum = "bb531853791a215d7c62a30daf0dde835f381ab5de4589cfe7c649d2cbe92bd6"
 dependencies = [
  "addr2line",
  "cfg-if",
@@ -323,7 +356,7 @@ dependencies = [
  "miniz_oxide",
  "object",
  "rustc-demangle",
- "windows-targets 0.52.6",
+ "windows-link 0.2.1",
 ]
 
 [[package]]
@@ -340,9 +373,9 @@ checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
 
 [[package]]
 name = "base64ct"
-version = "1.8.0"
+version = "1.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "55248b47b0caf0546f7988906588779981c43bb1bc9d0c44087278f80cdb44ba"
+checksum = "2af50177e190e07a26ab74f8b1efbfe2ef87da2116221318cb1c2e82baf7de06"
 
 [[package]]
 name = "bincode"
@@ -363,6 +396,26 @@ dependencies = [
  "unty",
 ]
 
+[[package]]
+name = "bindgen"
+version = "0.71.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5f58bf3d7db68cfbac37cfc485a8d711e87e064c3d0fe0435b92f7a407f9d6b3"
+dependencies = [
+ "bitflags 2.10.0",
+ "cexpr",
+ "clang-sys",
+ "itertools 0.13.0",
+ "log",
+ "prettyplease",
+ "proc-macro2",
+ "quote",
+ "regex",
+ "rustc-hash 2.1.1",
+ "shlex",
+ "syn 2.0.114",
+]
+
 [[package]]
 name = "bit-set"
 version = "0.8.0"
@@ -392,18 +445,21 @@ checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
 
 [[package]]
 name = "bitflags"
-version = "2.9.4"
+version = "2.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2261d10cca569e4643e526d8dc2e62e433cc8aba21ab764233731f8d369bf394"
+checksum = "812e12b5285cc515a9c72a5c1d3b6d46a19dac5acfef5265968c166106e31dd3"
 dependencies = [
- "serde",
+ "serde_core",
 ]
 
 [[package]]
 name = "bitstream-io"
-version = "2.6.0"
+version = "4.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6099cdc01846bc367c4e7dd630dc5966dccf36b652fae7a74e17b640411a91b2"
+checksum = "60d4bd9d1db2c6bdf285e223a7fa369d5ce98ec767dec949c6ca62863ce61757"
+dependencies = [
+ "core2",
+]
 
 [[package]]
 name = "block"
@@ -434,7 +490,7 @@ dependencies = [
  "itertools 0.10.5",
  "lazy_static",
  "nohash-hasher",
- "nom",
+ "nom 7.1.3",
  "num-traits",
  "once_cell",
  "rand 0.8.5",
@@ -443,29 +499,11 @@ dependencies = [
  "static_assertions",
 ]
 
-[[package]]
-name = "bot"
-version = "0.1.0"
-dependencies = [
- "board-game",
- "burn",
- "burn-rl",
- "confy",
- "env_logger 0.10.2",
- "internal-iterator",
- "log",
- "pretty_assertions",
- "rand 0.8.5",
- "serde",
- "serde_json",
- "store",
-]
-
 [[package]]
 name = "bstr"
-version = "1.12.0"
+version = "1.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "234113d19d0d7d613b40e86fb654acf958910802bcceab913a4f9e7cda03b1a4"
+checksum = "63044e1ae8e69f3b5a92c736ca6269b8d12fa7efe39bf34ddb06d102cf0e2cab"
 dependencies = [
  "memchr",
  "regex-automata",
@@ -474,30 +512,35 @@ dependencies = [
 
 [[package]]
 name = "built"
-version = "0.7.7"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "56ed6191a7e78c36abdb16ab65341eefd73d64d303fffccdbb00d51e4205967b"
+checksum = "f4ad8f11f288f48ca24471bbd51ac257aaeaaa07adae295591266b792902ae64"
 
 [[package]]
 name = "bumpalo"
-version = "3.19.0"
+version = "3.19.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "46c5e41b57b8bba42a04676d81cb89e9ee8e859a1a66f80a5a72e1cb76b34d43"
+checksum = "5dd9dc738b7a8311c7ade152424974d8115f2cdad61e8dab8dac9f2362298510"
 
 [[package]]
 name = "burn"
-version = "0.18.0"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "553c652ab5d2d1a4b3f5781ea4a3b907cecc09b8bc9fa93ca934f12e13bbbc96"
+checksum = "b78ff10ed98b73e1d477ea6e6e1ec1b9cf9f71a17afc3fea9f4dca482d43dcd4"
 dependencies = [
  "burn-autodiff",
  "burn-candle",
+ "burn-collective",
  "burn-core",
+ "burn-cpu",
  "burn-cuda",
  "burn-ndarray",
+ "burn-nn",
+ "burn-optim",
  "burn-remote",
  "burn-rocm",
  "burn-router",
+ "burn-store",
  "burn-tch",
  "burn-train",
  "burn-wgpu",
@@ -505,65 +548,118 @@ dependencies = [
 
 [[package]]
 name = "burn-autodiff"
-version = "0.18.0"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5cfe012cffcf0f3700a1fccc8f78db08c63ba772d63a4d11687da58afa220e13"
+checksum = "a2f04955e9b4acd5e6a6229f80217dae79742975a97dc2253003f226333ad307"
 dependencies = [
- "burn-common",
- "burn-tensor",
+ "burn-backend",
+ "burn-std",
  "derive-new",
- "hashbrown 0.15.5",
+ "hashbrown 0.16.1",
  "log",
  "num-traits",
+ "parking_lot",
  "portable-atomic",
  "spin",
+ "tracing",
+]
+
+[[package]]
+name = "burn-backend"
+version = "0.20.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a724a5d8d5865a1f6b304f629eb19f51489760689501c583b3e1f4209f067357"
+dependencies = [
+ "burn-std",
+ "bytemuck",
+ "cubecl",
+ "derive-new",
+ "hashbrown 0.16.1",
+ "num-traits",
+ "rand 0.9.2",
+ "rand_distr",
+ "serde",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
 name = "burn-candle"
-version = "0.18.0"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eb052e5c240b7fc3265a3d8137a53b7c29b678f6b7613cc5ca315217e4a8d627"
+checksum = "21c752d5008923eb9299783da5edae3242b94afdb956e88d2b37b025244b5071"
 dependencies = [
- "burn-common",
- "burn-tensor",
+ "burn-backend",
+ "burn-std",
  "candle-core",
  "derive-new",
- "half",
 ]
 
 [[package]]
-name = "burn-common"
-version = "0.18.0"
+name = "burn-collective"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a99029e20e31124a48fd9ed7a56898a878df224f7030940d40a88cc36a086cc9"
+checksum = "bd5b2199984291a0f3828d5ac04039fb864c56c3bdd9ee4172a63e457b668e4c"
 dependencies = [
- "cubecl-common",
- "rayon",
+ "burn-communication",
+ "burn-std",
+ "burn-tensor",
+ "bytes",
+ "futures",
+ "log",
+ "rmp-serde",
  "serde",
+ "tokio",
+ "tokio-util",
+]
+
+[[package]]
+name = "burn-communication"
+version = "0.20.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "585526cd672adc35918d8aea9bcb50669067904f36090caaffa9573d22fc7ade"
+dependencies = [
+ "axum",
+ "burn-std",
+ "burn-tensor",
+ "bytes",
+ "derive-new",
+ "futures",
+ "futures-util",
+ "log",
+ "rmp-serde",
+ "serde",
+ "serde_bytes",
+ "tokio",
+ "tokio-tungstenite",
+ "tokio-util",
+ "tracing",
+ "tracing-core",
+ "tracing-subscriber",
 ]
 
 [[package]]
 name = "burn-core"
-version = "0.18.0"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "33f7a4166dfa0d7b30f5caa583d9bf01366052537f8cbd522c8a415125fe4592"
+checksum = "9c3634c3ba84397bcf2977ce746954d7e0a40e2d862e92362dd694c29e18df62"
 dependencies = [
  "ahash",
  "bincode 2.0.1",
- "burn-common",
  "burn-dataset",
  "burn-derive",
+ "burn-std",
  "burn-tensor",
  "data-encoding",
  "derive-new",
  "flate2",
  "half",
- "hashbrown 0.15.5",
+ "hashbrown 0.16.1",
  "log",
  "num-traits",
+ "portable-atomic",
  "portable-atomic-util",
  "rand 0.9.2",
+ "regex",
  "rmp-serde",
  "serde",
  "serde_json",
@@ -572,67 +668,70 @@ dependencies = [
 ]
 
 [[package]]
-name = "burn-cubecl"
-version = "0.18.0"
+name = "burn-cpu"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cec89330675dabf02ba979ddf6874c2bd38d17d398a446e83a8c7b586536a940"
+checksum = "60aa53c4536719f1c91c250d4b4348daca473c44cf0c45b81096785f5510c192"
 dependencies = [
- "burn-common",
+ "burn-backend",
+ "burn-cubecl",
+ "burn-fusion",
+ "cubecl",
+]
+
+[[package]]
+name = "burn-cubecl"
+version = "0.20.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8d6d13aff03fec966da4300459688883f8a1d741dddbf19d1bfc2562656a9a9b"
+dependencies = [
+ "burn-backend",
  "burn-cubecl-fusion",
  "burn-fusion",
  "burn-ir",
- "burn-tensor",
- "bytemuck",
+ "burn-std",
  "cubecl",
+ "cubek",
  "derive-new",
  "futures-lite",
- "half",
- "hashbrown 0.15.5",
  "log",
- "num-traits",
- "rand 0.9.2",
  "serde",
- "spin",
  "text_placeholder",
 ]
 
 [[package]]
 name = "burn-cubecl-fusion"
-version = "0.18.0"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "823fdd0fc98a5a2adcfa5fb6ff0791652db07aa72d68c0ab9cedd31188f01b0e"
+checksum = "17d25b2e9fb805931401f79782aabd92462d65e60bc207035a3e554de8d7cd9f"
 dependencies = [
- "burn-common",
+ "burn-backend",
  "burn-fusion",
  "burn-ir",
- "burn-tensor",
+ "burn-std",
  "cubecl",
+ "cubek",
  "derive-new",
- "half",
  "serde",
 ]
 
 [[package]]
 name = "burn-cuda"
-version = "0.18.0"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2a0d9909ff711c13a416a5212111a6c85defce9a5e194752a012e79b27a107f9"
+checksum = "4d0c68cf653eb9c27dcbe046bb7b04cc18c6b33afda4c09317c102e6f4ae7cb6"
 dependencies = [
+ "burn-backend",
  "burn-cubecl",
  "burn-fusion",
- "burn-tensor",
- "bytemuck",
  "cubecl",
- "derive-new",
- "half",
- "log",
 ]
 
 [[package]]
 name = "burn-dataset"
-version = "0.18.0"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9737c7dd9c40ce2c194e0aa5bbc5af6d333093227e4e27ab1e38187ff592d6c3"
+checksum = "0e87741e2ff9015845ed2b41b47f9e82795cf274bf2328a29619a2e6f662495c"
 dependencies = [
  "csv",
  "derive-new",
@@ -650,87 +749,111 @@ dependencies = [
  "serde_rusqlite",
  "strum 0.27.2",
  "tempfile",
- "thiserror 2.0.16",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
 name = "burn-derive"
-version = "0.18.0"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64e901ae21fa532d237168fe963db9bf2ff1d73c8fbde2c7cffe1cdbae107499"
+checksum = "102d7e2f705b0cda2f89dd0e55e9bbfc6184029929d53487beb606c3303b29a5"
 dependencies = [
  "derive-new",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "burn-fusion"
-version = "0.18.0"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a97673bcc1f574d23d505605af943a9f84a495d8abd0af48b496927a004912c7"
+checksum = "4ea83d7f8574bcc07967291c5bb679ddc0a655c8db0642eca62755e2fffc8047"
 dependencies = [
- "burn-common",
+ "burn-backend",
  "burn-ir",
- "burn-tensor",
  "derive-new",
- "half",
- "hashbrown 0.15.5",
+ "hashbrown 0.16.1",
  "log",
  "serde",
  "spin",
+ "tracing",
 ]
 
 [[package]]
 name = "burn-ir"
-version = "0.18.0"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf45587016162b5ec6764dd4b79ee43c85d1d04bb4850fccce97fe672c4e6fbb"
+checksum = "fd2b1b37a7289bd85438800deaaebde50507336429b80f96a71730794db5bc31"
 dependencies = [
- "burn-tensor",
- "hashbrown 0.15.5",
- "portable-atomic-util",
+ "burn-backend",
+ "hashbrown 0.16.1",
  "serde",
 ]
 
 [[package]]
 name = "burn-ndarray"
-version = "0.18.0"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6518dc3956cba8f6c8a747e498029e93b22727720c0bc4ebebef35fe447dfe02"
+checksum = "96be578991cecef163e41a73bf985d8d7eb7fb8ef7bececf8d48523c481ecddf"
 dependencies = [
  "atomic_float",
  "burn-autodiff",
- "burn-common",
+ "burn-backend",
  "burn-ir",
- "burn-tensor",
+ "burn-std",
  "bytemuck",
- "derive-new",
+ "const-random",
  "itertools 0.14.0",
  "libm",
  "macerator",
  "matrixmultiply",
- "ndarray",
+ "ndarray 0.17.2",
  "num-traits",
  "paste",
+ "portable-atomic",
  "portable-atomic-util",
  "rand 0.9.2",
+ "rayon",
  "seq-macro",
- "spin",
+]
+
+[[package]]
+name = "burn-nn"
+version = "0.20.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "14b8c6c14b94e5b1dddd68f8e6d669f20bac8f99fcb2e4f1a480212d1b598133"
+dependencies = [
+ "burn-core",
+ "num-traits",
+]
+
+[[package]]
+name = "burn-optim"
+version = "0.20.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5a8c376d835d92ea363c05c6f48ac19bb687b683c7958c310a716ef8d5d77ba3"
+dependencies = [
+ "burn-core",
+ "derive-new",
+ "hashbrown 0.16.1",
+ "log",
+ "num-traits",
+ "serde",
 ]
 
 [[package]]
 name = "burn-remote"
-version = "0.18.0"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8c4f39b217cbe8d3a587db1bf9ff5ec18ca0500210c5ae931cfb4d654bb2e4da"
+checksum = "7238df1d59dcbb6880fe92ca0aa7b02b64d02394815e618da3d7933950bdaf39"
 dependencies = [
  "async-channel",
  "axum",
- "burn-common",
+ "burn-communication",
  "burn-ir",
  "burn-router",
+ "burn-std",
  "burn-tensor",
  "bytes",
  "derive-new",
@@ -740,7 +863,8 @@ dependencies = [
  "serde",
  "serde_bytes",
  "tokio",
- "tokio-tungstenite 0.27.0",
+ "tokio-tungstenite",
+ "tokio-util",
  "tracing-core",
  "tracing-subscriber",
 ]
@@ -748,7 +872,7 @@ dependencies = [
 [[package]]
 name = "burn-rl"
 version = "0.1.0"
-source = "git+https://github.com/yunjhongwu/burn-rl-examples.git#ef6e5d0644aff93fcb3e0d994fbd2722f6df2b42"
+source = "git+https://github.com/yunjhongwu/burn-rl-examples.git#bf76ba61fdc89837cbf259a6f554a1fcec238690"
 dependencies = [
  "burn",
  "gym-rs",
@@ -759,43 +883,72 @@ dependencies = [
 
 [[package]]
 name = "burn-rocm"
-version = "0.18.0"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3f2e74851c0e2fc600a0362544cd4cfccf0519ba11ab530734be30a79683c0ff"
+checksum = "73e2abda6ee63bdcb730f1a335349a9ff83f03048130d405b6ecdccd2df3ff23"
 dependencies = [
+ "burn-backend",
  "burn-cubecl",
  "burn-fusion",
- "burn-tensor",
- "bytemuck",
  "cubecl",
- "derive-new",
- "half",
- "log",
 ]
 
 [[package]]
 name = "burn-router"
-version = "0.18.0"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "37b0566c0414f63b7353c222231f075ed29bc55eb0fed9f4123edfd3a1ed4ac3"
+checksum = "823ccb88484736a2861d53dc7f67db375ef050b0446bb02dd7cb8783ac6b69a2"
 dependencies = [
- "burn-common",
+ "burn-backend",
  "burn-ir",
- "burn-tensor",
- "hashbrown 0.15.5",
+ "burn-std",
+ "hashbrown 0.16.1",
  "log",
  "spin",
 ]
 
 [[package]]
-name = "burn-tch"
-version = "0.18.0"
+name = "burn-std"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "af0d68925516a49d841e23395ec095ccff2c5983a9a9d3dad3ee8240898a3fb7"
+checksum = "25a9ed8e34a4a49d3754586f306075d6b55a5e08343ac75c06f47e7d9f825271"
 dependencies = [
- "burn-tensor",
- "cc",
+ "bytemuck",
+ "bytes",
+ "cubecl",
+ "cubecl-common",
  "half",
+ "num-traits",
+ "serde",
+]
+
+[[package]]
+name = "burn-store"
+version = "0.20.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4be80a7b084a19901dc1d0a2e9b77e226c5c575879fe66de891c67062db41a6d"
+dependencies = [
+ "burn-core",
+ "burn-nn",
+ "burn-tensor",
+ "byteorder",
+ "bytes",
+ "half",
+ "hashbrown 0.16.1",
+ "memmap2",
+ "regex",
+ "safetensors 0.7.0",
+ "textdistance",
+]
+
+[[package]]
+name = "burn-tch"
+version = "0.20.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "061cd3df7b4126949561185454b9b67623f6885657361cad2a07a2340b3b3108"
+dependencies = [
+ "burn-backend",
+ "cc",
  "libc",
  "log",
  "tch",
@@ -804,41 +957,37 @@ dependencies = [
 
 [[package]]
 name = "burn-tensor"
-version = "0.18.0"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5719aec856f198aea8ac6bd859d2a9e88a626bafbb343a558614ec9ec9fb8605"
+checksum = "3720e52e00ed0155ced4f8681d0e8a362e699cee36494ec5b97ad44fcc5194c0"
 dependencies = [
- "burn-common",
- "bytemuck",
+ "burn-backend",
+ "burn-std",
  "colored",
- "cubecl",
  "derive-new",
- "half",
- "hashbrown 0.15.5",
  "num-traits",
- "rand 0.9.2",
- "rand_distr",
  "serde",
- "serde_bytes",
 ]
 
 [[package]]
 name = "burn-train"
-version = "0.18.0"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "35f3b4ca82423a0c7652cab75c37f9446dc9315c624231783185abd10ecebe71"
+checksum = "6c3128c7571992c382a5ad057c72654c1048ea4dcf138d1f394313047e69803a"
 dependencies = [
  "async-channel",
  "burn-core",
  "burn-ndarray",
+ "burn-optim",
  "derive-new",
  "log",
  "nvml-wrapper",
  "ratatui",
  "rstest",
  "serde",
- "sysinfo",
+ "sysinfo 0.37.2",
  "systemstat",
+ "thiserror 2.0.18",
  "tracing-appender",
  "tracing-core",
  "tracing-subscriber",
@@ -846,34 +995,34 @@ dependencies = [
 
 [[package]]
 name = "burn-wgpu"
-version = "0.18.0"
+version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d59fcb1d419fe44700cac10b59e5dda0e1512e8f8d7199073c172d88ba964b8f"
+checksum = "df78d62afc9b9fbb8ee4e49b72006485bb64f778a790e185a2d919479bcfc008"
 dependencies = [
+ "burn-backend",
  "burn-cubecl",
  "burn-fusion",
- "burn-tensor",
  "cubecl",
 ]
 
 [[package]]
 name = "bytemuck"
-version = "1.23.2"
+version = "1.25.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3995eaeebcdf32f91f980d360f78732ddc061097ab4e39991ae7a6ace9194677"
+checksum = "c8efb64bd706a16a1bdde310ae86b351e4d21550d98d056f22f8a7f7a2183fec"
 dependencies = [
  "bytemuck_derive",
 ]
 
 [[package]]
 name = "bytemuck_derive"
-version = "1.10.1"
+version = "1.10.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4f154e572231cb6ba2bd1176980827e3d5dc04cc183a75dea38109fbdd672d29"
+checksum = "f9abbd1bc6865053c427f7198e6af43bfdedc55ab791faed4fbd361d789575ff"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -890,9 +1039,12 @@ checksum = "8f1fe948ff07f4bd06c30984e69f5b4899c516a3ef74f34df92a2df2ab535495"
 
 [[package]]
 name = "bytes"
-version = "1.10.1"
+version = "1.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d71b6127be86fdcfddb610f7182ac57211d4b18a3e9c82eb2d17662f2227ad6a"
+checksum = "1e748733b7cbc798e1434b6ac524f0c1ff2ab456fe201501e6497c8417a4fc33"
+dependencies = [
+ "portable-atomic",
+]
 
 [[package]]
 name = "bytesize"
@@ -928,24 +1080,34 @@ checksum = "fdd7a427adc0135366d99db65b36dae9237130997e560ed61118041fb72be6e8"
 
 [[package]]
 name = "candle-core"
-version = "0.8.4"
+version = "0.9.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "06ccf5ee3532e66868516d9b315f73aec9f34ea1a37ae98514534d458915dbf1"
+checksum = "c15b675b80d994b2eadb20a4bbe434eabeb454eac3ee5e2b4cf6f147ee9be091"
 dependencies = [
  "byteorder",
- "gemm 0.17.1",
+ "float8 0.6.1",
+ "gemm",
  "half",
+ "libm",
  "memmap2",
  "num-traits",
  "num_cpus",
  "rand 0.9.2",
  "rand_distr",
  "rayon",
- "safetensors 0.4.5",
- "thiserror 1.0.69",
- "ug",
- "yoke 0.7.5",
- "zip 1.1.4",
+ "safetensors 0.7.0",
+ "thiserror 2.0.18",
+ "yoke",
+ "zip 7.4.0",
+]
+
+[[package]]
+name = "caseless"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b6fd507454086c8edfd769ca6ada439193cdb209c7681712ef6275cccbfe5d8"
+dependencies = [
+ "unicode-normalization",
 ]
 
 [[package]]
@@ -971,9 +1133,9 @@ dependencies = [
 
 [[package]]
 name = "cc"
-version = "1.2.36"
+version = "1.2.55"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5252b3d2648e5eedbc1a6f501e3c795e07025c1e93bbf8bbdd6eef7f447a6d54"
+checksum = "47b26a0954ae34af09b50f0de26458fa95369a0d478d8236d3f93082b219bd29"
 dependencies = [
  "find-msvc-tools",
  "jobserver",
@@ -982,20 +1144,19 @@ dependencies = [
 ]
 
 [[package]]
-name = "cfg-expr"
-version = "0.15.8"
+name = "cexpr"
+version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d067ad48b8650848b989a59a86c6c36a995d02d2bf778d45c3c5d57bc2718f02"
+checksum = "6fac387a98bb7c37292057cffc56d62ecb629900026402633ae9160df93a8766"
 dependencies = [
- "smallvec",
- "target-lexicon",
+ "nom 7.1.3",
 ]
 
 [[package]]
 name = "cfg-if"
-version = "1.0.3"
+version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2fd1289c04a9ea8cb22300a459a72a385d7c73d3259e2ed7dcb2af674838cfa9"
+checksum = "9330f8b2ff13f34540b44e946ef35111825727b38d33286ef986142615121801"
 
 [[package]]
 name = "cfg_aliases"
@@ -1051,26 +1212,21 @@ dependencies = [
 ]
 
 [[package]]
-name = "client_cli"
-version = "0.1.0"
+name = "clang-sys"
+version = "1.8.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0b023947811758c97c59bf9d1c188fd619ad4718dcaa767947df1cadb14f39f4"
 dependencies = [
- "anyhow",
- "bincode 1.3.3",
- "bot",
- "env_logger 0.11.8",
- "itertools 0.13.0",
- "log",
- "pico-args",
- "pretty_assertions",
- "renet",
- "store",
+ "glob",
+ "libc",
+ "libloading",
 ]
 
 [[package]]
 name = "cmake"
-version = "0.1.54"
+version = "0.1.57"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e7caa3f9de89ddbe2c607f4101924c5abec803763ae9534e4f4d7d8f84aa81f0"
+checksum = "75443c44cd6b379beb8c5b45d85d0773baf31cce901fe7bb252f4eff3008ef7d"
 dependencies = [
  "cc",
 ]
@@ -1100,11 +1256,11 @@ checksum = "b05b61dc5112cbb17e4b6cd61790d9845d13888356391624cbe7e41efeac1e75"
 
 [[package]]
 name = "colored"
-version = "3.0.0"
+version = "3.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fde0e0ec90c9dfb3b4b1a0891a7dcd0e2bffde2f7efed5fe7c9bb00e5bfb915e"
+checksum = "faf9468729b8cbcea668e36183cb69d317348c2e08e994829fb56ebfdfbaac34"
 dependencies = [
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -1121,6 +1277,20 @@ dependencies = [
  "static_assertions",
 ]
 
+[[package]]
+name = "comrak"
+version = "0.39.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2fefab951771fc3beeed0773ce66a4f7b706273fc6c4c95b08dd1615744abcf5"
+dependencies = [
+ "caseless",
+ "entities",
+ "memchr",
+ "slug",
+ "typed-arena",
+ "unicode_categories",
+]
+
 [[package]]
 name = "concurrent-queue"
 version = "2.5.0"
@@ -1138,10 +1308,30 @@ checksum = "f29222b549d4e3ded127989d523da9e928918d0d0d7f7c1690b439d0d538bae9"
 dependencies = [
  "directories",
  "serde",
- "thiserror 2.0.16",
+ "thiserror 2.0.18",
  "toml 0.8.23",
 ]
 
+[[package]]
+name = "const-random"
+version = "0.1.18"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "87e00182fe74b066627d63b85fd550ac2998d4b0bd86bfed477a0ae4c7c71359"
+dependencies = [
+ "const-random-macro",
+]
+
+[[package]]
+name = "const-random-macro"
+version = "0.1.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f9d839f2a20b0aee515dc581a6172f2321f96cab76c1a38a4c584a194955390e"
+dependencies = [
+ "getrandom 0.2.17",
+ "once_cell",
+ "tiny-keccak",
+]
+
 [[package]]
 name = "constant_time_eq"
 version = "0.1.5"
@@ -1149,10 +1339,34 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "245097e9a4535ee1e3e3931fcfcd55a796a44c643e8596ff6566d68f09b87bbc"
 
 [[package]]
-name = "core-foundation"
-version = "0.9.4"
+name = "constcat"
+version = "0.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91e195e091a93c46f7102ec7818a2aa394e1e1771c3ab4825963fa03e45afb8f"
+checksum = "136d3e02915a2cea4d74caa8681e2d44b1c3254bdbf17d11d41d587ff858832c"
+
+[[package]]
+name = "convert_case"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "baaaa0ecca5b51987b9423ccdc971514dd8b0bb7b4060b983d3664dad3f1f89f"
+dependencies = [
+ "unicode-segmentation",
+]
+
+[[package]]
+name = "convert_case"
+version = "0.10.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "633458d4ef8c78b72454de2d54fd6ab2e60f9e02be22f3c6104cdc8a4e0fceb9"
+dependencies = [
+ "unicode-segmentation",
+]
+
+[[package]]
+name = "core-foundation"
+version = "0.10.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b2a6cd9ae233e7f62ba4e9353e81a88df7fc8a5987b8d445b4d90c879bd156f6"
 dependencies = [
  "core-foundation-sys",
  "libc",
@@ -1166,15 +1380,24 @@ checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b"
 
 [[package]]
 name = "core-graphics-types"
-version = "0.1.3"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "45390e6114f68f718cc7a830514a96f903cccd70d02a8f6d9f643ac4ba45afaf"
+checksum = "3d44a101f213f6c4cdc1853d4b78aef6db6bdfa3468798cc1d9912f4735013eb"
 dependencies = [
- "bitflags 1.3.2",
+ "bitflags 2.10.0",
  "core-foundation",
  "libc",
 ]
 
+[[package]]
+name = "core2"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b49ba7ef1ad6107f8824dbe97de947cbaac53c44e7f9756a1fba0d37c1eec505"
+dependencies = [
+ "memchr",
+]
+
 [[package]]
 name = "cpufeatures"
 version = "0.2.17"
@@ -1239,12 +1462,12 @@ version = "0.28.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "829d955a0bb380ef178a640b91779e3987da38c9aea133b20614cfed8cdea9c6"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
  "crossterm_winapi",
  "mio",
  "parking_lot",
  "rustix 0.38.44",
- "signal-hook",
+ "signal-hook 0.3.18",
  "signal-hook-mio",
  "winapi",
 ]
@@ -1266,9 +1489,9 @@ checksum = "460fbee9c2c2f33933d720630a6a0bac33ba7053db5344fac858d4b8952d77d5"
 
 [[package]]
 name = "crypto-common"
-version = "0.1.6"
+version = "0.1.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1bfb12502f3fc46cca1bb51ac28df9d618d813cdc3d2f25b9fe775a34af26bb3"
+checksum = "78c8292055d1c1df0cce5d180393dc8cce0abec0a7102adb6c7b1eef6016d60a"
 dependencies = [
  "generic-array",
  "rand_core 0.6.4",
@@ -1277,38 +1500,36 @@ dependencies = [
 
 [[package]]
 name = "csv"
-version = "1.3.1"
+version = "1.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "acdc4883a9c96732e4733212c01447ebd805833b7275a73ca3ee080fd77afdaf"
+checksum = "52cd9d68cf7efc6ddfaaee42e7288d3a99d613d4b50f76ce9827ae0c6e14f938"
 dependencies = [
  "csv-core",
  "itoa",
  "ryu",
- "serde",
+ "serde_core",
 ]
 
 [[package]]
 name = "csv-core"
-version = "0.1.12"
+version = "0.1.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7d02f3b0da4c6504f86e9cd789d8dbafab48c2321be74e9987593de5a894d93d"
+checksum = "704a3c26996a80471189265814dbc2c257598b96b8a7feae2d31ace646bb9782"
 dependencies = [
  "memchr",
 ]
 
 [[package]]
 name = "cubecl"
-version = "0.6.0"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b418aabe526efb2d2714b9282a583bccbc555fe2e42546101259b2042bc133fa"
+checksum = "053856efd5436224775b9423d43d86f53d5b1d3af9a6b9983d9a313a0922638f"
 dependencies = [
- "cubecl-convolution",
  "cubecl-core",
+ "cubecl-cpu",
  "cubecl-cuda",
  "cubecl-hip",
- "cubecl-matmul",
- "cubecl-random",
- "cubecl-reduce",
+ "cubecl-ir",
  "cubecl-runtime",
  "cubecl-std",
  "cubecl-wgpu",
@@ -1317,57 +1538,48 @@ dependencies = [
 
 [[package]]
 name = "cubecl-common"
-version = "0.6.0"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ff2bed7d9aa1a2fe640696067cab6b0b1b40dd30cdb8d12f91ae43ca6392498e"
+checksum = "60bf8aaeb572c8cf2f2ffd07fa9bb1a2cf9336d1aa11ecd4d9a2f2e30c4be706"
 dependencies = [
+ "backtrace",
  "bytemuck",
+ "bytes",
  "cfg-if",
+ "cfg_aliases",
  "derive-new",
  "derive_more",
  "dirs",
  "embassy-futures",
  "embassy-time",
+ "float4",
+ "float8 0.4.2",
  "futures-lite",
  "half",
  "hashbrown 0.15.5",
  "log",
  "num-traits",
+ "parking_lot",
  "portable-atomic",
+ "portable-atomic-util",
  "rand 0.9.2",
  "sanitize-filename",
  "serde",
+ "serde_bytes",
  "serde_json",
  "spin",
+ "tracing",
  "wasm-bindgen-futures",
  "web-time",
 ]
 
-[[package]]
-name = "cubecl-convolution"
-version = "0.6.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a324c7e684c627a2746fb4700a29b5881970c7f93cc06c66bcf3c2c5184af97b"
-dependencies = [
- "bytemuck",
- "cubecl-common",
- "cubecl-core",
- "cubecl-matmul",
- "cubecl-random",
- "cubecl-reduce",
- "cubecl-runtime",
- "cubecl-std",
- "half",
- "serde",
-]
-
 [[package]]
 name = "cubecl-core"
-version = "0.6.0"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bc4c683bb3ed715eed12cfeca6599dc554efb9371e85f783eb7c3ae0d3781274"
+checksum = "98374a31d2b68b55709891169832ccf205408c201c5e023964482441f213d0b9"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
  "bytemuck",
  "cubecl-common",
  "cubecl-ir",
@@ -1375,6 +1587,8 @@ dependencies = [
  "cubecl-runtime",
  "derive-new",
  "derive_more",
+ "enumset",
+ "float-ord",
  "half",
  "hashbrown 0.15.5",
  "log",
@@ -1382,47 +1596,74 @@ dependencies = [
  "paste",
  "serde",
  "serde_json",
+ "tracing",
  "variadics_please",
 ]
 
 [[package]]
 name = "cubecl-cpp"
-version = "0.6.0"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0d06ed3e34f0a9f0a1ca225fc3351865a2ddf66966c73a7953dd27f1bbaed9b9"
+checksum = "fb24d96c1ff84ab4def0a529e384311a15cb771310aaf2b640c312384c3bca23"
 dependencies = [
  "bytemuck",
  "cubecl-common",
  "cubecl-core",
+ "cubecl-opt",
  "cubecl-runtime",
  "derive-new",
  "half",
+ "itertools 0.14.0",
  "log",
 ]
 
 [[package]]
-name = "cubecl-cuda"
-version = "0.6.0"
+name = "cubecl-cpu"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf8898be518bd3df9f7d0df8c25e95f07cfc087c6485dda42e99add432e3463b"
+checksum = "152588a6e16b6bda5e8216af7a6fad3d7de4697294b6ce0f6acbe3a9029ff674"
+dependencies = [
+ "bytemuck",
+ "cubecl-common",
+ "cubecl-core",
+ "cubecl-opt",
+ "cubecl-runtime",
+ "cubecl-std",
+ "derive-new",
+ "half",
+ "log",
+ "paste",
+ "serde",
+ "sysinfo 0.36.1",
+ "tracel-llvm",
+ "tracel-llvm-bundler",
+]
+
+[[package]]
+name = "cubecl-cuda"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6f74a5750c45090d1fc5ddf6a19fea9a099aa1f6800b78f1167a2d60182d1d96"
 dependencies = [
  "bytemuck",
  "cubecl-common",
  "cubecl-core",
  "cubecl-cpp",
  "cubecl-runtime",
+ "cubecl-zspace",
  "cudarc",
  "derive-new",
  "half",
  "log",
  "serde",
+ "tracing",
 ]
 
 [[package]]
 name = "cubecl-hip"
-version = "0.6.0"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d9afb1c085f8d715fd8686ad77ada69e364c9cc16a51cf10a7d65ad88d760b6b"
+checksum = "cbae9bc7ee6093d0d7a549c05873dff3478f9087b59eb09b223a97d642c849aa"
 dependencies = [
  "bytemuck",
  "cubecl-common",
@@ -1430,17 +1671,20 @@ dependencies = [
  "cubecl-cpp",
  "cubecl-hip-sys",
  "cubecl-runtime",
+ "cubecl-zspace",
  "derive-new",
  "half",
  "log",
  "paste",
+ "serde",
+ "tracing",
 ]
 
 [[package]]
 name = "cubecl-hip-sys"
-version = "6.4.4348201"
+version = "7.0.5183101"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "678a20e5e38ce9c772bdd53596f2801ef210ae735ec2d7d46b5d5b675c09d929"
+checksum = "59ef087b59445fda47d2177370886351eb923ad1a541086d4919268574cd9558"
 dependencies = [
  "libc",
  "regex",
@@ -1448,13 +1692,15 @@ dependencies = [
 
 [[package]]
 name = "cubecl-ir"
-version = "0.6.0"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bbb72454fb17da66e60f98a011cce199ff0bb78c4e465236459af619039b6cd5"
+checksum = "361b608ff9f05024c7a7e381852689acd95b6af5af956d68734692b27d5f75ef"
 dependencies = [
  "cubecl-common",
  "cubecl-macros-internal",
+ "derive-new",
  "derive_more",
+ "enumset",
  "float-ord",
  "fnv",
  "half",
@@ -1467,9 +1713,9 @@ dependencies = [
 
 [[package]]
 name = "cubecl-macros"
-version = "0.6.0"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "72d61316b8a2ec26bb554745591174022bb048dbcc508091b15dd4f6fcb4793a"
+checksum = "7c9a872d16207c6a27ed45942fd311a281394dd384b14a21f72131db1556a977"
 dependencies = [
  "cubecl-common",
  "darling 0.21.3",
@@ -1478,73 +1724,44 @@ dependencies = [
  "prettyplease",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "cubecl-macros-internal"
-version = "0.6.0"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b7c27cf02393d78a41ad125ef6d6274cd3930385f6945779f4f21a2c66e718db"
+checksum = "aa3fa0626cdf28b9c49084c2bb51493bfde44378e22d90624aacaafb81da3588"
 dependencies = [
  "darling 0.21.3",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
-name = "cubecl-matmul"
-version = "0.6.0"
+name = "cubecl-opt"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "66af2716f458eed3bd14d810d9a90bc43dd35c5464b2fe4630a711a074892fb8"
-dependencies = [
- "bytemuck",
- "cubecl-common",
- "cubecl-core",
- "cubecl-random",
- "cubecl-reduce",
- "cubecl-runtime",
- "cubecl-std",
- "half",
- "serde",
-]
-
-[[package]]
-name = "cubecl-random"
-version = "0.6.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "648731639463df215c01ee209477a2f233fb5168fb50e8df755e658ddaaf29f4"
+checksum = "bdcff25fdcbd82ea4277c30a81e162722859f57c6ae105c0a3c53f8bb91154f6"
 dependencies = [
  "cubecl-common",
  "cubecl-core",
- "cubecl-runtime",
- "cubecl-std",
- "half",
- "num-traits",
- "rand 0.9.2",
- "serde",
-]
-
-[[package]]
-name = "cubecl-reduce"
-version = "0.6.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "729e3de15783aed5c617c8c4de633765c6d0cf4b9564bb51d21dd67b4fdeeebf"
-dependencies = [
- "cubecl-core",
- "cubecl-runtime",
- "cubecl-std",
- "half",
- "num-traits",
- "serde",
+ "cubecl-ir",
+ "float-ord",
+ "log",
+ "num",
+ "petgraph",
+ "smallvec",
+ "stable-vec",
+ "type-map",
 ]
 
 [[package]]
 name = "cubecl-runtime"
-version = "0.6.0"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "68ab7c56cbb83e43fd1b52ee3d521bcb816068e0bb6f4aeb56c9bd63218b1147"
+checksum = "b02e28997a8d75311afae4d2cea7b593eb125312f845874118a59d78c7a6b34c"
 dependencies = [
  "async-channel",
  "bytemuck",
@@ -1553,36 +1770,47 @@ dependencies = [
  "cubecl-common",
  "cubecl-ir",
  "derive-new",
+ "derive_more",
  "dirs",
- "foldhash",
+ "enumset",
+ "foldhash 0.1.5",
  "hashbrown 0.15.5",
  "log",
  "md5",
  "serde",
  "serde_json",
  "spin",
- "toml 0.9.5",
+ "thiserror 2.0.18",
+ "toml 0.9.11+spec-1.1.0",
+ "tracing",
  "variadics_please",
  "wasm-bindgen-futures",
+ "web-time",
 ]
 
 [[package]]
 name = "cubecl-std"
-version = "0.6.0"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3536c4c1c878bd77ceda959a3f157bbb69f957269e3f138c7edd72d9deb533fd"
+checksum = "e8ff5741c98b7a7a5944b4afb0b67dd7f5e0be41ce7f303b587f8b0d6430b29b"
 dependencies = [
+ "cubecl-common",
  "cubecl-core",
  "cubecl-runtime",
+ "foldhash 0.1.5",
  "half",
+ "num-traits",
+ "paste",
  "serde",
+ "spin",
+ "variadics_please",
 ]
 
 [[package]]
 name = "cubecl-wgpu"
-version = "0.6.0"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d3f068c9a81201f43cdd3f6385201b330f2499f6c24d688d82a70d705261a32"
+checksum = "29787364632fc7ec6a11cf3d95187f82f6fcce17d6bb4f0fb0dde580b837631d"
 dependencies = [
  "async-channel",
  "bytemuck",
@@ -1590,20 +1818,127 @@ dependencies = [
  "cfg_aliases",
  "cubecl-common",
  "cubecl-core",
+ "cubecl-ir",
  "cubecl-runtime",
  "derive-new",
  "derive_more",
  "half",
  "hashbrown 0.15.5",
  "log",
+ "sanitize-filename",
+ "tracing",
  "wgpu",
 ]
 
 [[package]]
-name = "cudarc"
-version = "0.16.6"
+name = "cubecl-zspace"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "17200eb07e7d85a243aa1bf4569a7aa998385ba98d14833973a817a63cc86e92"
+checksum = "7a0f819071413b19a00b7105497e0f6d2cf3e7e9d65cbb8d4ecf1ddb29c61dc2"
+
+[[package]]
+name = "cubek"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1bb1cce47db02017925301bedec92ae84628493df3f9761ea7ac42a60c6146f8"
+dependencies = [
+ "cubecl",
+ "cubek-attention",
+ "cubek-convolution",
+ "cubek-matmul",
+ "cubek-quant",
+ "cubek-random",
+ "cubek-reduce",
+]
+
+[[package]]
+name = "cubek-attention"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7278bd122b2428af479f9af05285160613733c33c93b63ab3c6d25cd0460c18b"
+dependencies = [
+ "bytemuck",
+ "cubecl",
+ "cubecl-common",
+ "cubek-matmul",
+ "cubek-random",
+ "half",
+ "serde",
+]
+
+[[package]]
+name = "cubek-convolution"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "18eb04bca4ae104d62a56def04b04f3d079c42fe49aac62202c96876f90fa28b"
+dependencies = [
+ "bytemuck",
+ "cubecl",
+ "cubecl-common",
+ "cubek-matmul",
+ "derive-new",
+ "enumset",
+ "half",
+ "serde",
+]
+
+[[package]]
+name = "cubek-matmul"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a28f3b04b113760e97c65a8a4dca9afc220744031eeecd5ad6cd0e3be91ba3a9"
+dependencies = [
+ "bytemuck",
+ "cubecl",
+ "cubecl-common",
+ "half",
+ "serde",
+]
+
+[[package]]
+name = "cubek-quant"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "96ec3ae04af324df2d615c2b394e270d58d6f08cb833d67633e2ba794de75916"
+dependencies = [
+ "cubecl",
+ "cubecl-common",
+ "half",
+ "serde",
+]
+
+[[package]]
+name = "cubek-random"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "65a34844d8b7f739185c1d24896137dcb73f458830444103b45f678585ad983e"
+dependencies = [
+ "cubecl",
+ "cubecl-common",
+ "half",
+ "num-traits",
+ "rand 0.9.2",
+ "serde",
+]
+
+[[package]]
+name = "cubek-reduce"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "42397d9ed85bb3084dfb56ed26de75690b5b07caf42a32f4006b57eb23d5b6d6"
+dependencies = [
+ "cubecl",
+ "half",
+ "num-traits",
+ "serde",
+ "thiserror 2.0.18",
+]
+
+[[package]]
+name = "cudarc"
+version = "0.18.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3aa12038120eb13347a6ae2ffab1d34efe78150125108627fd85044dd4d6ff1e"
 dependencies = [
  "libloading",
 ]
@@ -1628,6 +1963,16 @@ dependencies = [
  "darling_macro 0.21.3",
 ]
 
+[[package]]
+name = "darling"
+version = "0.23.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "25ae13da2f202d56bd7f91c25fba009e7717a1e4a1cc98a76d844b65ae912e9d"
+dependencies = [
+ "darling_core 0.23.0",
+ "darling_macro 0.23.0",
+]
+
 [[package]]
 name = "darling_core"
 version = "0.20.11"
@@ -1639,7 +1984,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1653,7 +1998,20 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim",
- "syn 2.0.106",
+ "syn 2.0.114",
+]
+
+[[package]]
+name = "darling_core"
+version = "0.23.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9865a50f7c335f53564bb694ef660825eb8610e0a53d3e11bf1b0d3df31e03b0"
+dependencies = [
+ "ident_case",
+ "proc-macro2",
+ "quote",
+ "strsim",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1664,7 +2022,7 @@ checksum = "fc34b93ccb385b40dc71c6fceac4b2ad23662c7eeb248cf10d529b7e055b6ead"
 dependencies = [
  "darling_core 0.20.11",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1675,7 +2033,18 @@ checksum = "d38308df82d1080de0afee5d069fa14b0326a88c14f15c5ccda35b4a6c414c81"
 dependencies = [
  "darling_core 0.21.3",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
+]
+
+[[package]]
+name = "darling_macro"
+version = "0.23.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ac3984ec7bd6cfa798e62b4a642426a5be0e68f9401cfc2a01e3fa9ea2fcdb8d"
+dependencies = [
+ "darling_core 0.23.0",
+ "quote",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1694,9 +2063,9 @@ dependencies = [
 
 [[package]]
 name = "data-encoding"
-version = "2.9.0"
+version = "2.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2a2330da5de22e8a3cb63252ce2abb30116bf5265e89c0e01bc17015ce30a476"
+checksum = "d7a1e2f27636f116493b8b860f5546edb47c8d8f8ea73e1d2a20be88e28d1fea"
 
 [[package]]
 name = "decorum"
@@ -1709,9 +2078,9 @@ dependencies = [
 
 [[package]]
 name = "deranged"
-version = "0.5.3"
+version = "0.5.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d630bccd429a5bb5a64b5e94f693bfc48c9f8566418fda4c494cc94f911f87cc"
+checksum = "ececcb659e7ba858fb4f10388c250a7252eb0a27373f1a72b8748afdd248e587"
 dependencies = [
  "powerfmt",
 ]
@@ -1735,41 +2104,38 @@ checksum = "2cdc8d50f426189eef89dac62fabfa0abb27d5cc008f25bf4156a0203325becc"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
-]
-
-[[package]]
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-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "derive_more"
-version = "2.0.1"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "093242cf7570c207c83073cf82f79706fe7b8317e98620a47d5be7c3d8497678"
+checksum = "d751e9e49156b02b44f9c1815bcb94b984cdcc4396ecc32521c739452808b134"
 dependencies = [
  "derive_more-impl",
 ]
 
 [[package]]
 name = "derive_more-impl"
-version = "2.0.1"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bda628edc44c4bb645fbe0f758797143e4e07926f7ebf4e9bdfbd3d2ce621df3"
+checksum = "799a97264921d8623a957f6c3b9011f3b5492f557bbb7a5a19b7fa6d06ba8dcb"
 dependencies = [
+ "convert_case 0.10.0",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "rustc_version",
+ "syn 2.0.114",
  "unicode-xid",
 ]
 
+[[package]]
+name = "deunicode"
+version = "1.6.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "abd57806937c9cc163efc8ea3910e00a62e2aeb0b8119f1793a978088f8f6b04"
+
 [[package]]
 name = "diff"
 version = "0.1.13"
@@ -1814,7 +2180,7 @@ dependencies = [
  "libc",
  "option-ext",
  "redox_users",
- "windows-sys 0.61.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -1825,36 +2191,33 @@ checksum = "97369cbbc041bc366949bc74d34658d6cda5621039731c6310521892a3a20ae0"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "document-features"
-version = "0.2.11"
+version = "0.2.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "95249b50c6c185bee49034bcb378a49dc2b5dff0be90ff6616d31d64febab05d"
+checksum = "d4b8a88685455ed29a21542a33abd9cb6510b6b129abadabdcef0f4c55bc8f61"
 dependencies = [
  "litrs",
 ]
 
 [[package]]
 name = "dyn-stack"
-version = "0.10.0"
+version = "0.13.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "56e53799688f5632f364f8fb387488dd05db9fe45db7011be066fc20e7027f8b"
+checksum = "1c4713e43e2886ba72b8271aa66c93d722116acf7a75555cce11dcde84388fe8"
 dependencies = [
  "bytemuck",
- "reborrow",
+ "dyn-stack-macros",
 ]
 
 [[package]]
-name = "dyn-stack"
-version = "0.13.0"
+name = "dyn-stack-macros"
+version = "0.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "490bd48eb68fffcfed519b4edbfd82c69cbe741d175b84f0e0cbe8c57cbe0bdd"
-dependencies = [
- "bytemuck",
-]
+checksum = "e1d926b4d407d372f141f93bb444696142c29d32962ccbd3531117cf3aa0bfa9"
 
 [[package]]
 name = "either"
@@ -1918,6 +2281,12 @@ dependencies = [
  "embedded-hal 1.0.0",
 ]
 
+[[package]]
+name = "entities"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b5320ae4c3782150d900b79807611a59a99fc9a1d61d686faafc24b93fc8d7ca"
+
 [[package]]
 name = "enum-as-inner"
 version = "0.6.1"
@@ -1927,14 +2296,36 @@ dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
+]
+
+[[package]]
+name = "enumset"
+version = "1.1.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "25b07a8dfbbbfc0064c0a6bdf9edcf966de6b1c33ce344bdeca3b41615452634"
+dependencies = [
+ "enumset_derive",
+ "serde",
+]
+
+[[package]]
+name = "enumset_derive"
+version = "0.14.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f43e744e4ea338060faee68ed933e46e722fb7f3617e722a5772d7e856d8b3ce"
+dependencies = [
+ "darling 0.21.3",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "env_filter"
-version = "0.1.3"
+version = "0.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "186e05a59d4c50738528153b83b0b0194d3a29507dfec16eccd4b342903397d0"
+checksum = "1bf3c259d255ca70051b30e2e95b5446cdb8949ac4cd22c0d7fd634d89f568e2"
 dependencies = [
  "log",
  "regex",
@@ -1983,7 +2374,7 @@ checksum = "44f23cf4b44bfce11a86ace86f8a73ffdec849c9fd00a386a53d278bd9e81fb3"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1994,12 +2385,12 @@ checksum = "877a4ace8713b0bcf2a4e7eec82529c029f1d0619886d18145fea96c3ffe5c0f"
 
 [[package]]
 name = "errno"
-version = "0.3.13"
+version = "0.3.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "778e2ac28f6c47af28e4907f13ffd1e1ddbd400980a9abd7c8df189bf578a5ad"
+checksum = "39cab71617ae0d63f51a36d69f866391735b51691dbda63cf6f96d042b63efeb"
 dependencies = [
  "libc",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -2025,9 +2416,9 @@ dependencies = [
 
 [[package]]
 name = "exr"
-version = "1.73.0"
+version = "1.74.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f83197f59927b46c04a183a619b7c29df34e63e63c7869320862268c0ef687e0"
+checksum = "4300e043a56aa2cb633c01af81ca8f699a321879a7854d3896a0ba89056363be"
 dependencies = [
  "bit_field",
  "half",
@@ -2095,7 +2486,7 @@ checksum = "a0aca10fb742cb43f9e7bb8467c91aa9bcb8e3ffbc6a6f7389bb93ffc920577d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -2108,16 +2499,33 @@ dependencies = [
 ]
 
 [[package]]
-name = "find-msvc-tools"
-version = "0.1.1"
+name = "filetime"
+version = "0.2.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7fd99930f64d146689264c637b5af2f0233a933bef0d8570e2526bf9e083192d"
+checksum = "f98844151eee8917efc50bd9e8318cb963ae8b297431495d3f758616ea5c57db"
+dependencies = [
+ "cfg-if",
+ "libc",
+ "libredox",
+]
+
+[[package]]
+name = "find-msvc-tools"
+version = "0.1.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5baebc0774151f905a1a2cc41989300b1e6fbb29aff0ceffa1064fdd3088d582"
+
+[[package]]
+name = "fixedbitset"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0ce7134b9999ecaf8bcd65542e436736ef32ddca1b3e06094cb6ec5755203b80"
 
 [[package]]
 name = "flate2"
-version = "1.1.2"
+version = "1.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4a3d7db9596fecd151c5f638c0ee5d5bd487b6e0ea232e5dc96d5250f6f94b1d"
+checksum = "843fba2746e448b37e26a819579957415c8cef339bf08564fe8b7ddbd959573c"
 dependencies = [
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  "miniz_oxide",
@@ -2129,6 +2537,33 @@ version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8ce81f49ae8a0482e4c55ea62ebbd7e5a686af544c00b9d090bba3ff9be97b3d"
 
+[[package]]
+name = "float4"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5939bac0ef2ad7c83a53e4fb889c1d81f007b07061d648cd271071984d86f257"
+
+[[package]]
+name = "float8"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4203231de188ebbdfb85c11f3c20ca2b063945710de04e7b59268731e728b462"
+dependencies = [
+ "half",
+]
+
+[[package]]
+name = "float8"
+version = "0.6.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "719a903cc23e4a89e87962c2a80fdb45cdaad0983a89bd150bb57b4c8571a7d5"
+dependencies = [
+ "half",
+ "num-traits",
+ "rand 0.9.2",
+ "rand_distr",
+]
+
 [[package]]
 name = "fnv"
 version = "1.0.7"
@@ -2141,6 +2576,12 @@ version = "0.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d9c4f5dac5e15c24eb999c26181a6ca40b39fe946cbe4c263c7209467bc83af2"
 
+[[package]]
+name = "foldhash"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "77ce24cb58228fbb8aa041425bb1050850ac19177686ea6e0f41a70416f56fdb"
+
 [[package]]
 name = "foreign-types"
 version = "0.5.0"
@@ -2159,7 +2600,7 @@ checksum = "1a5c6c585bc94aaf2c7b51dd4c2ba22680844aba4c687be581871a6f518c5742"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -2177,6 +2618,21 @@ dependencies = [
  "percent-encoding",
 ]
 
+[[package]]
+name = "futures"
+version = "0.3.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "65bc07b1a8bc7c85c5f2e110c476c7389b4554ba72af57d8445ea63a576b0876"
+dependencies = [
+ "futures-channel",
+ "futures-core",
+ "futures-executor",
+ "futures-io",
+ "futures-sink",
+ "futures-task",
+ "futures-util",
+]
+
 [[package]]
 name = "futures-channel"
 version = "0.3.31"
@@ -2184,6 +2640,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2dff15bf788c671c1934e366d07e30c1814a8ef514e1af724a602e8a2fbe1b10"
 dependencies = [
  "futures-core",
+ "futures-sink",
 ]
 
 [[package]]
@@ -2192,6 +2649,17 @@ version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "05f29059c0c2090612e8d742178b0580d2dc940c837851ad723096f87af6663e"
 
+[[package]]
+name = "futures-executor"
+version = "0.3.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1e28d1d997f585e54aebc3f97d39e72338912123a67330d723fdbb564d646c9f"
+dependencies = [
+ "futures-core",
+ "futures-task",
+ "futures-util",
+]
+
 [[package]]
 name = "futures-io"
 version = "0.3.31"
@@ -2219,7 +2687,7 @@ checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -2246,10 +2714,13 @@ version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9fa08315bb612088cc391249efdc3bc77536f16c91f6cf495e6fbe85b20a4a81"
 dependencies = [
+ "futures-channel",
  "futures-core",
+ "futures-io",
  "futures-macro",
  "futures-sink",
  "futures-task",
+ "memchr",
  "pin-project-lite",
  "pin-utils",
  "slab",
@@ -2257,238 +2728,120 @@ dependencies = [
 
 [[package]]
 name = "gemm"
-version = "0.17.1"
+version = "0.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6ab24cc62135b40090e31a76a9b2766a501979f3070fa27f689c27ec04377d32"
+checksum = "aa0673db364b12263d103b68337a68fbecc541d6f6b61ba72fe438654709eacb"
 dependencies = [
- "dyn-stack 0.10.0",
- "gemm-c32 0.17.1",
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- "gemm-common 0.17.1",
- "gemm-f16 0.17.1",
- "gemm-f32 0.17.1",
- "gemm-f64 0.17.1",
+ "dyn-stack",
+ "gemm-c32",
+ "gemm-c64",
+ "gemm-common",
+ "gemm-f16",
+ "gemm-f32",
+ "gemm-f64",
  "num-complex",
  "num-traits",
  "paste",
- "raw-cpuid 10.7.0",
- "seq-macro",
-]
-
-[[package]]
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-version = "0.18.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ab96b703d31950f1aeddded248bc95543c9efc7ac9c4a21fda8703a83ee35451"
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- "gemm-c32 0.18.2",
- "gemm-c64 0.18.2",
- "gemm-common 0.18.2",
- "gemm-f16 0.18.2",
- "gemm-f32 0.18.2",
- "gemm-f64 0.18.2",
- "num-complex",
- "num-traits",
- "paste",
- "raw-cpuid 11.6.0",
+ "raw-cpuid",
  "seq-macro",
 ]
 
 [[package]]
 name = "gemm-c32"
-version = "0.17.1"
+version = "0.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9c030d0b983d1e34a546b86e08f600c11696fde16199f971cd46c12e67512c0"
+checksum = "086936dbdcb99e37aad81d320f98f670e53c1e55a98bee70573e83f95beb128c"
 dependencies = [
- "dyn-stack 0.10.0",
- "gemm-common 0.17.1",
+ "dyn-stack",
+ "gemm-common",
  "num-complex",
  "num-traits",
  "paste",
- "raw-cpuid 10.7.0",
- "seq-macro",
-]
-
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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- "dyn-stack 0.13.0",
- "gemm-common 0.18.2",
- "num-complex",
- "num-traits",
- "paste",
- "raw-cpuid 11.6.0",
+ "raw-cpuid",
  "seq-macro",
 ]
 
 [[package]]
 name = "gemm-c64"
-version = "0.17.1"
+version = "0.19.0"
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-checksum = "fbb5f2e79fefb9693d18e1066a557b4546cd334b226beadc68b11a8f9431852a"
+checksum = "20c8aeeeec425959bda4d9827664029ba1501a90a0d1e6228e48bef741db3a3f"
 dependencies = [
- "dyn-stack 0.10.0",
- "gemm-common 0.17.1",
+ "dyn-stack",
+ "gemm-common",
  "num-complex",
  "num-traits",
  "paste",
- "raw-cpuid 10.7.0",
- "seq-macro",
-]
-
-[[package]]
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- "dyn-stack 0.13.0",
- "gemm-common 0.18.2",
- "num-complex",
- "num-traits",
- "paste",
- "raw-cpuid 11.6.0",
+ "raw-cpuid",
  "seq-macro",
 ]
 
 [[package]]
 name = "gemm-common"
-version = "0.17.1"
+version = "0.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a2e7ea062c987abcd8db95db917b4ffb4ecdfd0668471d8dc54734fdff2354e8"
+checksum = "88027625910cc9b1085aaaa1c4bc46bb3a36aad323452b33c25b5e4e7c8e2a3e"
 dependencies = [
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- "paste",
- "pulp 0.18.22",
- "raw-cpuid 10.7.0",
- "rayon",
- "seq-macro",
- "sysctl 0.5.5",
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-
-[[package]]
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-dependencies = [
- "bytemuck",
- "dyn-stack 0.13.0",
+ "dyn-stack",
  "half",
  "libm",
  "num-complex",
  "num-traits",
  "once_cell",
  "paste",
- "pulp 0.21.5",
- "raw-cpuid 11.6.0",
+ "pulp",
+ "raw-cpuid",
  "rayon",
  "seq-macro",
- "sysctl 0.6.0",
+ "sysctl",
 ]
 
 [[package]]
 name = "gemm-f16"
-version = "0.17.1"
+version = "0.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7ca4c06b9b11952071d317604acb332e924e817bd891bec8dfb494168c7cedd4"
+checksum = "e3df7a55202e6cd6739d82ae3399c8e0c7e1402859b30e4cb780e61525d9486e"
 dependencies = [
- "dyn-stack 0.10.0",
- "gemm-common 0.17.1",
- "gemm-f32 0.17.1",
+ "dyn-stack",
+ "gemm-common",
+ "gemm-f32",
  "half",
  "num-complex",
  "num-traits",
  "paste",
- "raw-cpuid 10.7.0",
- "rayon",
- "seq-macro",
-]
-
-[[package]]
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-version = "0.18.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
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- "gemm-f32 0.18.2",
- "half",
- "num-complex",
- "num-traits",
- "paste",
- "raw-cpuid 11.6.0",
+ "raw-cpuid",
  "rayon",
  "seq-macro",
 ]
 
 [[package]]
 name = "gemm-f32"
-version = "0.17.1"
+version = "0.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e9a69f51aaefbd9cf12d18faf273d3e982d9d711f60775645ed5c8047b4ae113"
+checksum = "02e0b8c9da1fbec6e3e3ab2ce6bc259ef18eb5f6f0d3e4edf54b75f9fd41a81c"
 dependencies = [
- "dyn-stack 0.10.0",
- "gemm-common 0.17.1",
+ "dyn-stack",
+ "gemm-common",
  "num-complex",
  "num-traits",
  "paste",
- "raw-cpuid 10.7.0",
- "seq-macro",
-]
-
-[[package]]
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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- "dyn-stack 0.13.0",
- "gemm-common 0.18.2",
- "num-complex",
- "num-traits",
- "paste",
- "raw-cpuid 11.6.0",
+ "raw-cpuid",
  "seq-macro",
 ]
 
 [[package]]
 name = "gemm-f64"
-version = "0.17.1"
+version = "0.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aa397a48544fadf0b81ec8741e5c0fba0043008113f71f2034def1935645d2b0"
+checksum = "056131e8f2a521bfab322f804ccd652520c79700d81209e9d9275bbdecaadc6a"
 dependencies = [
- "dyn-stack 0.10.0",
- "gemm-common 0.17.1",
+ "dyn-stack",
+ "gemm-common",
  "num-complex",
  "num-traits",
  "paste",
- "raw-cpuid 10.7.0",
- "seq-macro",
-]
-
-[[package]]
-name = "gemm-f64"
-version = "0.18.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "35b2a4f76ce4b8b16eadc11ccf2e083252d8237c1b589558a49b0183545015bd"
-dependencies = [
- "dyn-stack 0.13.0",
- "gemm-common 0.18.2",
- "num-complex",
- "num-traits",
- "paste",
- "raw-cpuid 11.6.0",
+ "raw-cpuid",
  "seq-macro",
 ]
 
@@ -2504,32 +2857,36 @@ dependencies = [
 
 [[package]]
 name = "getrandom"
-version = "0.2.16"
+version = "0.2.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "335ff9f135e4384c8150d6f27c6daed433577f86b4750418338c01a1a2528592"
+checksum = "ff2abc00be7fca6ebc474524697ae276ad847ad0a6b3faa4bcb027e9a4614ad0"
 dependencies = [
  "cfg-if",
+ "js-sys",
  "libc",
- "wasi 0.11.1+wasi-snapshot-preview1",
+ "wasi",
+ "wasm-bindgen",
 ]
 
 [[package]]
 name = "getrandom"
-version = "0.3.3"
+version = "0.3.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "26145e563e54f2cadc477553f1ec5ee650b00862f0a58bcd12cbdc5f0ea2d2f4"
+checksum = "899def5c37c4fd7b2664648c28120ecec138e4d395b459e5ca34f9cce2dd77fd"
 dependencies = [
  "cfg-if",
+ "js-sys",
  "libc",
  "r-efi",
- "wasi 0.14.3+wasi-0.2.4",
+ "wasip2",
+ "wasm-bindgen",
 ]
 
 [[package]]
 name = "gif"
-version = "0.13.3"
+version = "0.14.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4ae047235e33e2829703574b54fdec96bfbad892062d97fed2f76022287de61b"
+checksum = "f5df2ba84018d80c213569363bdcd0c64e6933c67fe4c1d60ecf822971a3c35e"
 dependencies = [
  "color_quant",
  "weezl",
@@ -2537,15 +2894,15 @@ dependencies = [
 
 [[package]]
 name = "gimli"
-version = "0.31.1"
+version = "0.32.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f"
+checksum = "e629b9b98ef3dd8afe6ca2bd0f89306cec16d43d907889945bc5d6687f2f13c7"
 
 [[package]]
 name = "gix-features"
-version = "0.42.1"
+version = "0.45.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "56f4399af6ec4fd9db84dd4cf9656c5c785ab492ab40a7c27ea92b4241923fed"
+checksum = "d56aad357ae016449434705033df644ac6253dfcf1281aad3af3af9e907560d1"
 dependencies = [
  "gix-trace",
  "gix-utils",
@@ -2554,59 +2911,56 @@ dependencies = [
 
 [[package]]
 name = "gix-fs"
-version = "0.15.0"
+version = "0.18.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "67a0637149b4ef24d3ea55f81f77231401c8463fae6da27331c987957eb597c7"
+checksum = "785b9c499e46bc78d7b81c148c21b3fca18655379ee729a856ed19ce50d359ec"
 dependencies = [
  "bstr",
  "fastrand",
  "gix-features",
  "gix-path",
  "gix-utils",
- "thiserror 2.0.16",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
 name = "gix-path"
-version = "0.10.20"
+version = "0.10.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "06d37034a4c67bbdda76f7bcd037b2f7bc0fba0c09a6662b19697a5716e7b2fd"
+checksum = "7cb06c3e4f8eed6e24fd915fa93145e28a511f4ea0e768bae16673e05ed3f366"
 dependencies = [
  "bstr",
  "gix-trace",
  "gix-validate",
- "home",
- "once_cell",
- "thiserror 2.0.16",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
 name = "gix-tempfile"
-version = "17.1.0"
+version = "20.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c750e8c008453a2dba67a2b0d928b7716e05da31173a3f5e351d5457ad4470aa"
+checksum = "ad89218e74850f42d364ed3877c7291f0474c8533502df91bb877ecc5cb0dd40"
 dependencies = [
  "dashmap",
  "gix-fs",
  "libc",
- "once_cell",
  "parking_lot",
- "signal-hook",
+ "signal-hook 0.4.3",
  "signal-hook-registry",
  "tempfile",
 ]
 
 [[package]]
 name = "gix-trace"
-version = "0.1.13"
+version = "0.1.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e2ccaf54b0b1743a695b482ca0ab9d7603744d8d10b2e5d1a332fef337bee658"
+checksum = "6e42a4c2583357721ba2d887916e78df504980f22f1182df06997ce197b89504"
 
 [[package]]
 name = "gix-utils"
-version = "0.3.0"
+version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5351af2b172caf41a3728eb4455326d84e0d70fe26fc4de74ab0bd37df4191c5"
+checksum = "befcdbdfb1238d2854591f760a48711bed85e72d80a10e8f2f93f656746ef7c5"
 dependencies = [
  "fastrand",
  "unicode-normalization",
@@ -2614,12 +2968,12 @@ dependencies = [
 
 [[package]]
 name = "gix-validate"
-version = "0.10.0"
+version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "77b9e00cacde5b51388d28ed746c493b18a6add1f19b5e01d686b3b9ece66d4d"
+checksum = "5b1e63a5b516e970a594f870ed4571a8fdcb8a344e7bd407a20db8bd61dbfde4"
 dependencies = [
  "bstr",
- "thiserror 2.0.16",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
@@ -2666,7 +3020,7 @@ version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fbcd2dba93594b227a1f57ee09b8b9da8892c34d55aa332e034a228d0fe6a171"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
  "gpu-alloc-types",
 ]
 
@@ -2676,7 +3030,7 @@ version = "0.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "98ff03b468aa837d70984d55f5d3f846f6ec31fe34bbb97c4f85219caeee1ca4"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
 ]
 
 [[package]]
@@ -2697,7 +3051,7 @@ version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b89c83349105e3732062a895becfc71a8f921bb71ecbbdd8ff99263e3b53a0ca"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
  "gpu-descriptor-types",
  "hashbrown 0.15.5",
 ]
@@ -2708,7 +3062,7 @@ version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fdf242682df893b86f33a73828fb09ca4b2d3bb6cc95249707fc684d27484b91"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
 ]
 
 [[package]]
@@ -2721,7 +3075,7 @@ dependencies = [
  "log",
  "nalgebra",
  "num-traits",
- "ordered-float 5.0.0",
+ "ordered-float 5.1.0",
  "rand 0.8.5",
  "rand_pcg 0.3.1",
  "sdl2",
@@ -2729,10 +3083,29 @@ dependencies = [
 ]
 
 [[package]]
-name = "half"
-version = "2.6.0"
+name = "h2"
+version = "0.4.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "459196ed295495a68f7d7fe1d84f6c4b7ff0e21fe3017b2f283c6fac3ad803c9"
+checksum = "2f44da3a8150a6703ed5d34e164b875fd14c2cdab9af1252a9a1020bde2bdc54"
+dependencies = [
+ "atomic-waker",
+ "bytes",
+ "fnv",
+ "futures-core",
+ "futures-sink",
+ "http",
+ "indexmap",
+ "slab",
+ "tokio",
+ "tokio-util",
+ "tracing",
+]
+
+[[package]]
+name = "half"
+version = "2.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6ea2d84b969582b4b1864a92dc5d27cd2b77b622a8d79306834f1be5ba20d84b"
 dependencies = [
  "bytemuck",
  "cfg-if",
@@ -2741,6 +3114,7 @@ dependencies = [
  "rand 0.9.2",
  "rand_distr",
  "serde",
+ "zerocopy",
 ]
 
 [[package]]
@@ -2766,10 +3140,23 @@ checksum = "9229cfe53dfd69f0609a49f65461bd93001ea1ef889cd5529dd176593f5338a1"
 dependencies = [
  "allocator-api2",
  "equivalent",
- "foldhash",
+ "foldhash 0.1.5",
  "serde",
 ]
 
+[[package]]
+name = "hashbrown"
+version = "0.16.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "841d1cc9bed7f9236f321df977030373f4a4163ae1a7dbfe1a51a2c1a51d9100"
+dependencies = [
+ "allocator-api2",
+ "equivalent",
+ "foldhash 0.2.0",
+ "serde",
+ "serde_core",
+]
+
 [[package]]
 name = "hashlink"
 version = "0.10.0"
@@ -2806,23 +3193,13 @@ dependencies = [
  "digest",
 ]
 
-[[package]]
-name = "home"
-version = "0.5.11"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "589533453244b0995c858700322199b2becb13b627df2851f64a2775d024abcf"
-dependencies = [
- "windows-sys 0.59.0",
-]
-
 [[package]]
 name = "http"
-version = "1.3.1"
+version = "1.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f4a85d31aea989eead29a3aaf9e1115a180df8282431156e533de47660892565"
+checksum = "e3ba2a386d7f85a81f119ad7498ebe444d2e22c2af0b86b069416ace48b3311a"
 dependencies = [
  "bytes",
- "fnv",
  "itoa",
 ]
 
@@ -2863,20 +3240,21 @@ checksum = "df3b46402a9d5adb4c86a0cf463f42e19994e3ee891101b1841f30a545cb49a9"
 
 [[package]]
 name = "humantime"
-version = "2.2.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9b112acc8b3adf4b107a8ec20977da0273a8c386765a3ec0229bd500a1443f9f"
+checksum = "135b12329e5e3ce057a9f972339ea52bc954fe1e9358ef27f95e89716fbc5424"
 
 [[package]]
 name = "hyper"
-version = "1.7.0"
+version = "1.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eb3aa54a13a0dfe7fbe3a59e0c76093041720fdc77b110cc0fc260fafb4dc51e"
+checksum = "2ab2d4f250c3d7b1c9fcdff1cece94ea4e2dfbec68614f7b87cb205f24ca9d11"
 dependencies = [
  "atomic-waker",
  "bytes",
  "futures-channel",
  "futures-core",
+ "h2",
  "http",
  "http-body",
  "httparse",
@@ -2886,42 +3264,67 @@ dependencies = [
  "pin-utils",
  "smallvec",
  "tokio",
+ "want",
+]
+
+[[package]]
+name = "hyper-rustls"
+version = "0.27.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e3c93eb611681b207e1fe55d5a71ecf91572ec8a6705cdb6857f7d8d5242cf58"
+dependencies = [
+ "http",
+ "hyper",
+ "hyper-util",
+ "rustls",
+ "rustls-pki-types",
+ "tokio",
+ "tokio-rustls",
+ "tower-service",
+ "webpki-roots 1.0.6",
 ]
 
 [[package]]
 name = "hyper-util"
-version = "0.1.16"
+version = "0.1.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8d9b05277c7e8da2c93a568989bb6207bef0112e8d17df7a6eda4a3cf143bc5e"
+checksum = "96547c2556ec9d12fb1578c4eaf448b04993e7fb79cbaad930a656880a6bdfa0"
 dependencies = [
+ "base64 0.22.1",
  "bytes",
- "futures-core",
+ "futures-channel",
+ "futures-util",
  "http",
  "http-body",
  "hyper",
+ "ipnet",
+ "libc",
+ "percent-encoding",
  "pin-project-lite",
+ "socket2",
  "tokio",
  "tower-service",
+ "tracing",
 ]
 
 [[package]]
 name = "icu_collections"
-version = "2.0.0"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "200072f5d0e3614556f94a9930d5dc3e0662a652823904c3a75dc3b0af7fee47"
+checksum = "4c6b649701667bbe825c3b7e6388cb521c23d88644678e83c0c4d0a621a34b43"
 dependencies = [
  "displaydoc",
  "potential_utf",
- "yoke 0.8.0",
+ "yoke",
  "zerofrom",
  "zerovec",
 ]
 
 [[package]]
 name = "icu_locale_core"
-version = "2.0.0"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0cde2700ccaed3872079a65fb1a78f6c0a36c91570f28755dda67bc8f7d9f00a"
+checksum = "edba7861004dd3714265b4db54a3c390e880ab658fec5f7db895fae2046b5bb6"
 dependencies = [
  "displaydoc",
  "litemap",
@@ -2932,11 +3335,10 @@ dependencies = [
 
 [[package]]
 name = "icu_normalizer"
-version = "2.0.0"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "436880e8e18df4d7bbc06d58432329d6458cc84531f7ac5f024e93deadb37979"
+checksum = "5f6c8828b67bf8908d82127b2054ea1b4427ff0230ee9141c54251934ab1b599"
 dependencies = [
- "displaydoc",
  "icu_collections",
  "icu_normalizer_data",
  "icu_properties",
@@ -2947,44 +3349,40 @@ dependencies = [
 
 [[package]]
 name = "icu_normalizer_data"
-version = "2.0.0"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "00210d6893afc98edb752b664b8890f0ef174c8adbb8d0be9710fa66fbbf72d3"
+checksum = "7aedcccd01fc5fe81e6b489c15b247b8b0690feb23304303a9e560f37efc560a"
 
 [[package]]
 name = "icu_properties"
-version = "2.0.1"
+version = "2.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "016c619c1eeb94efb86809b015c58f479963de65bdb6253345c1a1276f22e32b"
+checksum = "020bfc02fe870ec3a66d93e677ccca0562506e5872c650f893269e08615d74ec"
 dependencies = [
- "displaydoc",
  "icu_collections",
  "icu_locale_core",
  "icu_properties_data",
  "icu_provider",
- "potential_utf",
  "zerotrie",
  "zerovec",
 ]
 
 [[package]]
 name = "icu_properties_data"
-version = "2.0.1"
+version = "2.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "298459143998310acd25ffe6810ed544932242d3f07083eee1084d83a71bd632"
+checksum = "616c294cf8d725c6afcd8f55abc17c56464ef6211f9ed59cccffe534129c77af"
 
 [[package]]
 name = "icu_provider"
-version = "2.0.0"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "03c80da27b5f4187909049ee2d72f276f0d9f99a42c306bd0131ecfe04d8e5af"
+checksum = "85962cf0ce02e1e0a629cc34e7ca3e373ce20dda4c4d7294bbd0bf1fdb59e614"
 dependencies = [
  "displaydoc",
  "icu_locale_core",
- "stable_deref_trait",
- "tinystr",
  "writeable",
- "yoke 0.8.0",
+ "yoke",
  "zerofrom",
  "zerotrie",
  "zerovec",
@@ -3019,9 +3417,9 @@ dependencies = [
 
 [[package]]
 name = "image"
-version = "0.25.8"
+version = "0.25.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "529feb3e6769d234375c4cf1ee2ce713682b8e76538cb13f9fc23e1400a591e7"
+checksum = "e6506c6c10786659413faa717ceebcb8f70731c0a60cbae39795fdf114519c1a"
 dependencies = [
  "bytemuck",
  "byteorder-lite",
@@ -3037,8 +3435,8 @@ dependencies = [
  "rayon",
  "rgb",
  "tiff",
- "zune-core",
- "zune-jpeg",
+ "zune-core 0.5.1",
+ "zune-jpeg 0.5.12",
 ]
 
 [[package]]
@@ -3053,25 +3451,28 @@ dependencies = [
 
 [[package]]
 name = "imgref"
-version = "1.11.0"
+version = "1.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d0263a3d970d5c054ed9312c0057b4f3bde9c0b33836d3637361d4a9e6e7a408"
+checksum = "e7c5cedc30da3a610cac6b4ba17597bdf7152cf974e8aab3afb3d54455e371c8"
 
 [[package]]
 name = "indexmap"
-version = "2.11.0"
+version = "2.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f2481980430f9f78649238835720ddccc57e52df14ffce1c6f37391d61b563e9"
+checksum = "7714e70437a7dc3ac8eb7e6f8df75fd8eb422675fc7678aff7364301092b1017"
 dependencies = [
  "equivalent",
- "hashbrown 0.15.5",
+ "hashbrown 0.16.1",
 ]
 
 [[package]]
 name = "indoc"
-version = "2.0.6"
+version = "2.0.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f4c7245a08504955605670dbf141fceab975f15ca21570696aebe9d2e71576bd"
+checksum = "79cf5c93f93228cf8efb3ba362535fb11199ac548a09ce117c9b1adc3030d706"
+dependencies = [
+ "rustversion",
+]
 
 [[package]]
 name = "inout"
@@ -3084,15 +3485,15 @@ dependencies = [
 
 [[package]]
 name = "instability"
-version = "0.3.9"
+version = "0.3.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "435d80800b936787d62688c927b6490e887c7ef5ff9ce922c6c6050fca75eb9a"
+checksum = "357b7205c6cd18dd2c86ed312d1e70add149aea98e7ef72b9fdf0270e555c11d"
 dependencies = [
- "darling 0.20.11",
+ "darling 0.23.0",
  "indoc",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -3109,36 +3510,41 @@ checksum = "c34819042dc3d3971c46c2190835914dfbe0c3c13f61449b2997f4e9722dfa60"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
-name = "io-uring"
+name = "ipnet"
+version = "2.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "469fb0b9cefa57e3ef31275ee7cacb78f2fdca44e4765491884a2b119d4eb130"
+
+[[package]]
+name = "iri-string"
 version = "0.7.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "046fa2d4d00aea763528b4950358d0ead425372445dc8ff86312b3c69ff7727b"
+checksum = "c91338f0783edbd6195decb37bae672fd3b165faffb89bf7b9e6942f8b1a731a"
 dependencies = [
- "bitflags 2.9.4",
- "cfg-if",
- "libc",
+ "memchr",
+ "serde",
 ]
 
 [[package]]
 name = "is-terminal"
-version = "0.4.16"
+version = "0.4.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e04d7f318608d35d4b61ddd75cbdaee86b023ebe2bd5a66ee0915f0bf93095a9"
+checksum = "3640c1c38b8e4e43584d8df18be5fc6b0aa314ce6ebf51b53313d4306cca8e46"
 dependencies = [
  "hermit-abi",
  "libc",
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "is_terminal_polyfill"
-version = "1.70.1"
+version = "1.70.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7943c866cc5cd64cbc25b2e01621d07fa8eb2a1a23160ee81ce38704e97b8ecf"
+checksum = "a6cb138bb79a146c1bd460005623e142ef0181e3d0219cb493e02f7d08a35695"
 
 [[package]]
 name = "itertools"
@@ -3149,15 +3555,6 @@ dependencies = [
  "either",
 ]
 
-[[package]]
-name = "itertools"
-version = "0.12.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ba291022dbbd398a455acf126c1e341954079855bc60dfdda641363bd6922569"
-dependencies = [
- "either",
-]
-
 [[package]]
 name = "itertools"
 version = "0.13.0"
@@ -3178,32 +3575,32 @@ dependencies = [
 
 [[package]]
 name = "itoa"
-version = "1.0.15"
+version = "1.0.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4a5f13b858c8d314ee3e8f639011f7ccefe71f97f96e50151fb991f267928e2c"
+checksum = "92ecc6618181def0457392ccd0ee51198e065e016d1d527a7ac1b6dc7c1f09d2"
 
 [[package]]
 name = "jiff"
-version = "0.2.15"
+version = "0.2.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "be1f93b8b1eb69c77f24bbb0afdf66f54b632ee39af40ca21c4365a1d7347e49"
+checksum = "d89a5b5e10d5a9ad6e5d1f4bd58225f655d6fe9767575a5e8ac5a6fe64e04495"
 dependencies = [
  "jiff-static",
  "log",
  "portable-atomic",
  "portable-atomic-util",
- "serde",
+ "serde_core",
 ]
 
 [[package]]
 name = "jiff-static"
-version = "0.2.15"
+version = "0.2.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "03343451ff899767262ec32146f6d559dd759fdadf42ff0e227c7c48f72594b4"
+checksum = "ff7a39c8862fc1369215ccf0a8f12dd4598c7f6484704359f0351bd617034dbf"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -3218,15 +3615,15 @@ version = "0.1.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9afb3de4395d6b3e67a780b6de64b51c978ecf11cb9a462c66be7d4ca9039d33"
 dependencies = [
- "getrandom 0.3.3",
+ "getrandom 0.3.4",
  "libc",
 ]
 
 [[package]]
 name = "js-sys"
-version = "0.3.78"
+version = "0.3.85"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0c0b063578492ceec17683ef2f8c5e89121fbd0b172cbc280635ab7567db2738"
+checksum = "8c942ebf8e95485ca0d52d97da7c5a2c387d0e7f0ba4c35e93bfcaee045955b3"
 dependencies = [
  "once_cell",
  "wasm-bindgen",
@@ -3257,15 +3654,15 @@ checksum = "bbd2bcb4c963f2ddae06a2efc7e9f3591312473c50c6685e1f298068316e66fe"
 
 [[package]]
 name = "lebe"
-version = "0.5.2"
+version = "0.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "03087c2bad5e1034e8cace5926dec053fb3790248370865f5117a7d0213354c8"
+checksum = "7a79a3332a6609480d7d0c9eab957bca6b455b91bb84e66d19f5ff66294b85b8"
 
 [[package]]
 name = "libc"
-version = "0.2.175"
+version = "0.2.180"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6a82ae493e598baaea5209805c49bbf2ea7de956d50d7da0da1164f9c6d28543"
+checksum = "bcc35a38544a891a5f7c865aca548a982ccb3b8650a5b06d0fd33a10283c56fc"
 
 [[package]]
 name = "libfuzzer-sys"
@@ -3279,28 +3676,50 @@ dependencies = [
 
 [[package]]
 name = "libloading"
-version = "0.8.8"
+version = "0.8.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07033963ba89ebaf1584d767badaa2e8fcec21aedea6b8c0346d487d49c28667"
+checksum = "d7c4b02199fee7c5d21a5ae7d8cfa79a6ef5bb2fc834d6e9058e89c825efdc55"
 dependencies = [
  "cfg-if",
- "windows-targets 0.53.3",
+ "windows-link 0.2.1",
+]
+
+[[package]]
+name = "liblzma"
+version = "0.4.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "73c36d08cad03a3fbe2c4e7bb3a9e84c57e4ee4135ed0b065cade3d98480c648"
+dependencies = [
+ "liblzma-sys",
+ "num_cpus",
+]
+
+[[package]]
+name = "liblzma-sys"
+version = "0.4.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9f2db66f3268487b5033077f266da6777d057949b8f93c8ad82e441df25e6186"
+dependencies = [
+ "cc",
+ "libc",
+ "pkg-config",
 ]
 
 [[package]]
 name = "libm"
-version = "0.2.15"
+version = "0.2.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f9fbbcab51052fe104eb5e5d351cf728d30a5be1fe14d9be8a3b097481fb97de"
+checksum = "b6d2cec3eae94f9f509c767b45932f1ada8350c4bdb85af2fcab4a3c14807981"
 
 [[package]]
 name = "libredox"
-version = "0.1.9"
+version = "0.1.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "391290121bad3d37fbddad76d8f5d1c1c314cfc646d143d7e07a3086ddff0ce3"
+checksum = "3d0b95e02c851351f877147b7deea7b1afb1df71b63aa5f8270716e0c5720616"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
  "libc",
+ "redox_syscall 0.7.0",
 ]
 
 [[package]]
@@ -3322,37 +3741,36 @@ checksum = "d26c52dbd32dccf2d10cac7725f8eae5296885fb5703b261f7d0a0739ec807ab"
 
 [[package]]
 name = "linux-raw-sys"
-version = "0.9.4"
+version = "0.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cd945864f07fe9f5371a27ad7b52a172b4b499999f1d97574c9fa68373937e12"
+checksum = "df1d3c3b53da64cf5760482273a98e575c651a67eec7f77df96b5b642de8f039"
 
 [[package]]
 name = "litemap"
-version = "0.8.0"
+version = "0.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "241eaef5fd12c88705a01fc1066c48c4b36e0dd4377dcdc7ec3942cea7a69956"
+checksum = "6373607a59f0be73a39b6fe456b8192fcc3585f602af20751600e974dd455e77"
 
 [[package]]
 name = "litrs"
-version = "0.4.2"
+version = "1.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f5e54036fe321fd421e10d732f155734c4e4afd610dd556d9a82833ab3ee0bed"
+checksum = "11d3d7f243d5c5a8b9bb5d6dd2b1602c0cb0b9db1621bafc7ed66e35ff9fe092"
 
 [[package]]
 name = "lock_api"
-version = "0.4.13"
+version = "0.4.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96936507f153605bddfcda068dd804796c84324ed2510809e5b2a624c81da765"
+checksum = "224399e74b87b5f3557511d98dff8b14089b3dadafcab6bb93eab67d3aace965"
 dependencies = [
- "autocfg",
  "scopeguard",
 ]
 
 [[package]]
 name = "log"
-version = "0.4.28"
+version = "0.4.29"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "34080505efa8e45a4b816c349525ebe327ceaa8559756f0356cba97ef3bf7432"
+checksum = "5e5032e24019045c762d3c0f28f5b6b8bbf38563a65908389bf7978758920897"
 
 [[package]]
 name = "loop9"
@@ -3373,10 +3791,16 @@ dependencies = [
 ]
 
 [[package]]
-name = "macerator"
-version = "0.2.9"
+name = "lru-slab"
+version = "0.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8ac9c19702c37bae1a53d130a326b1c4f58cb17d472538cf547d44b46dbbe3aa"
+checksum = "112b39cec0b298b6c1999fee3e31427f74f676e4cb9879ed1a121b43661a4154"
+
+[[package]]
+name = "macerator"
+version = "0.2.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "84b0b2dbe8b22f9e96ba12e29964889010117f92e6bd006010887320ae58e2f0"
 dependencies = [
  "bytemuck",
  "cfg_aliases",
@@ -3397,7 +3821,7 @@ dependencies = [
  "darling 0.20.11",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -3409,6 +3833,15 @@ dependencies = [
  "libc",
 ]
 
+[[package]]
+name = "matchers"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d1525a2a28c7f4fa0fc98bb91ae755d1e2d1505079e05539e35bc876b5d65ae9"
+dependencies = [
+ "regex-automata",
+]
+
 [[package]]
 name = "matchit"
 version = "0.8.4"
@@ -3446,20 +3879,29 @@ checksum = "ae960838283323069879657ca3de837e9f7bbb4c7bf6ea7f1b290d5e9476d2e0"
 
 [[package]]
 name = "memchr"
-version = "2.7.5"
+version = "2.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "32a282da65faaf38286cf3be983213fcf1d2e2a58700e808f83f4ea9a4804bc0"
+checksum = "f8ca58f447f06ed17d5fc4043ce1b10dd205e060fb3ce5b979b8ed8e59ff3f79"
 
 [[package]]
 name = "memmap2"
-version = "0.9.8"
+version = "0.9.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "843a98750cd611cc2965a8213b53b43e715f13c37a9e096c6408e69990961db7"
+checksum = "744133e4a0e0a658e1374cf3bf8e415c4052a15a111acd372764c55b4177d490"
 dependencies = [
  "libc",
  "stable_deref_trait",
 ]
 
+[[package]]
+name = "memoffset"
+version = "0.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "488016bfae457b036d996092f6cb448677611ce4449e970ceaf42695203f218a"
+dependencies = [
+ "autocfg",
+]
+
 [[package]]
 name = "merge"
 version = "0.1.0"
@@ -3484,11 +3926,11 @@ dependencies = [
 
 [[package]]
 name = "metal"
-version = "0.31.0"
+version = "0.32.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f569fb946490b5743ad69813cb19629130ce9374034abe31614a36402d18f99e"
+checksum = "00c15a6f673ff72ddcc22394663290f870fb224c1bfce55734a75c414150e605"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
  "block",
  "core-graphics-types",
  "foreign-types",
@@ -3521,14 +3963,14 @@ dependencies = [
 
 [[package]]
 name = "mio"
-version = "1.0.4"
+version = "1.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "78bed444cc8a2160f01cbcf811ef18cac863ad68ae8ca62092e8db51d51c761c"
+checksum = "a69bcab0ad47271a0234d9422b131806bf3968021e5dc9328caf2d4cd58557fc"
 dependencies = [
  "libc",
  "log",
- "wasi 0.11.1+wasi-snapshot-preview1",
- "windows-sys 0.59.0",
+ "wasi",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -3539,9 +3981,9 @@ checksum = "4a0b3262dc837d2513fe2ef31ff8461352ef932dcca31ba0c0abe33547cf6b9b"
 
 [[package]]
 name = "moxcms"
-version = "0.7.5"
+version = "0.7.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ddd32fa8935aeadb8a8a6b6b351e40225570a37c43de67690383d87ef170cd08"
+checksum = "ac9557c559cd6fc9867e122e20d2cbefc9ca29d80d027a8e39310920ed2f0a97"
 dependencies = [
  "num-traits",
  "pxfm",
@@ -3549,26 +3991,27 @@ dependencies = [
 
 [[package]]
 name = "naga"
-version = "25.0.1"
+version = "26.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b977c445f26e49757f9aca3631c3b8b836942cb278d69a92e7b80d3b24da632"
+checksum = "916cbc7cb27db60be930a4e2da243cf4bc39569195f22fd8ee419cd31d5b662c"
 dependencies = [
  "arrayvec 0.7.6",
  "bit-set",
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
+ "cfg-if",
  "cfg_aliases",
  "codespan-reporting",
  "half",
  "hashbrown 0.15.5",
  "hexf-parse",
  "indexmap",
+ "libm",
  "log",
  "num-traits",
  "once_cell",
- "rustc-hash",
+ "rustc-hash 1.1.0",
  "spirv",
- "strum 0.26.3",
- "thiserror 2.0.16",
+ "thiserror 2.0.18",
  "unicode-ident",
 ]
 
@@ -3596,7 +4039,7 @@ checksum = "254a5372af8fc138e36684761d3c0cdb758a4410e938babcff1c860ce14ddbfc"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -3619,6 +4062,21 @@ 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",
+]
+
+[[package]]
+name = "ndarray"
+version = "0.17.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "520080814a7a6b4a6e9070823bb24b4531daac8c4627e08ba5de8c5ef2f2752d"
 dependencies = [
  "matrixmultiply",
  "num-complex",
@@ -3632,9 +4090,9 @@ dependencies = [
 
 [[package]]
 name = "ndk-sys"
-version = "0.5.0+25.2.9519653"
+version = "0.6.0+11769913"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8c196769dd60fd4f363e11d948139556a344e79d451aeb2fa2fd040738ef7691"
+checksum = "ee6cda3051665f1fb8d9e08fc35c96d5a244fb1be711a03b71118828afc9a873"
 dependencies = [
  "jni-sys",
 ]
@@ -3645,6 +4103,12 @@ version = "1.0.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "650eef8c711430f1a879fdd01d4745a7deea475becfb90269c06775983bbf086"
 
+[[package]]
+name = "no-std-compat"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "df270209a7f04d62459240d890ecb792714d5db12c92937823574a09930276b4"
+
 [[package]]
 name = "nodrop"
 version = "0.1.14"
@@ -3667,6 +4131,15 @@ dependencies = [
  "minimal-lexical",
 ]
 
+[[package]]
+name = "nom"
+version = "8.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "df9761775871bdef83bee530e60050f7e54b1105350d6884eb0fb4f46c2f9405"
+dependencies = [
+ "memchr",
+]
+
 [[package]]
 name = "noop_proc_macro"
 version = "0.3.0"
@@ -3675,20 +4148,20 @@ checksum = "0676bb32a98c1a483ce53e500a81ad9c3d5b3f7c920c28c24e9cb0980d0b5bc8"
 
 [[package]]
 name = "ntapi"
-version = "0.4.1"
+version = "0.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8a3895c6391c39d7fe7ebc444a87eb2991b2a0bc718fdabd071eec617fc68e4"
+checksum = "c70f219e21142367c70c0b30c6a9e3a14d55b4d12a204d897fbec83a0363f081"
 dependencies = [
  "winapi",
 ]
 
 [[package]]
 name = "nu-ansi-term"
-version = "0.50.1"
+version = "0.50.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d4a28e057d01f97e61255210fcff094d74ed0466038633e95017f5beb68e4399"
+checksum = "7957b9740744892f114936ab4a57b3f487491bbeafaf8083688b16841a4240e5"
 dependencies = [
- "windows-sys 0.52.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -3727,9 +4200,9 @@ dependencies = [
 
 [[package]]
 name = "num-conv"
-version = "0.1.0"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "51d515d32fb182ee37cda2ccdcb92950d6a3c2893aa280e540671c2cd0f3b1d9"
+checksum = "cf97ec579c3c42f953ef76dbf8d55ac91fb219dde70e49aa4a6b7d74e9919050"
 
 [[package]]
 name = "num-derive"
@@ -3739,7 +4212,7 @@ checksum = "ed3955f1a9c7c0c15e092f9c887db08b1fc683305fdf6eb6684f22555355e202"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -3793,28 +4266,6 @@ dependencies = [
  "libc",
 ]
 
-[[package]]
-name = "num_enum"
-version = "0.7.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a973b4e44ce6cad84ce69d797acf9a044532e4184c4f267913d1b546a0727b7a"
-dependencies = [
- "num_enum_derive",
- "rustversion",
-]
-
-[[package]]
-name = "num_enum_derive"
-version = "0.7.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "77e878c846a8abae00dd069496dbe8751b16ac1c3d6bd2a7283a938e8228f90d"
-dependencies = [
- "proc-macro-crate",
- "proc-macro2",
- "quote",
- "syn 2.0.106",
-]
-
 [[package]]
 name = "num_threads"
 version = "0.1.7"
@@ -3830,7 +4281,7 @@ version = "0.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0d5c6c0ef9702176a570f06ad94f3198bc29c524c8b498f1b9346e1b1bdcbb3a"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
  "libloading",
  "nvml-wrapper-sys",
  "static_assertions",
@@ -3858,18 +4309,18 @@ dependencies = [
 
 [[package]]
 name = "objc2-core-foundation"
-version = "0.3.1"
+version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1c10c2894a6fed806ade6027bcd50662746363a9589d3ec9d9bef30a4e4bc166"
+checksum = "2a180dd8642fa45cdb7dd721cd4c11b1cadd4929ce112ebd8b9f5803cc79d536"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
 ]
 
 [[package]]
 name = "objc2-io-kit"
-version = "0.3.1"
+version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "71c1c64d6120e51cd86033f67176b1cb66780c2efe34dec55176f77befd93c0a"
+checksum = "33fafba39597d6dc1fb709123dfa8289d39406734be322956a69f0931c73bb15"
 dependencies = [
  "libc",
  "objc2-core-foundation",
@@ -3877,9 +4328,9 @@ dependencies = [
 
 [[package]]
 name = "object"
-version = "0.36.7"
+version = "0.37.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "62948e14d923ea95ea2c7c86c71013138b66525b86bdc08d2dcc262bdb497b87"
+checksum = "ff76201f031d8863c38aa7f905eca4f53abbfa15f609db4277d44cd8938f33fe"
 dependencies = [
  "memchr",
 ]
@@ -3898,9 +4349,9 @@ checksum = "42f5e15c9953c5e4ccceeb2e7382a716482c34515315f7b03532b8b4e8393d2d"
 
 [[package]]
 name = "once_cell_polyfill"
-version = "1.70.1"
+version = "1.70.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4895175b425cb1f87721b59f0f286c2092bd4af812243672510e1ac53e2e0ad"
+checksum = "384b8ab6d37215f3c5301a95a4accb5d64aa607f1fcb26a11b5303878451b4fe"
 
 [[package]]
 name = "opaque-debug"
@@ -3925,9 +4376,9 @@ dependencies = [
 
 [[package]]
 name = "ordered-float"
-version = "5.0.0"
+version = "5.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e2c1f9f56e534ac6a9b8a4600bdf0f530fb393b5f393e7b4d03489c3cf0c3f01"
+checksum = "7f4779c6901a562440c3786d08192c6fbda7c1c2060edd10006b05ee35d10f2d"
 dependencies = [
  "num-traits",
  "rand 0.8.5",
@@ -3942,9 +4393,9 @@ checksum = "f38d5652c16fde515bb1ecef450ab0f6a219d619a7274976324d5e377f7dceba"
 
 [[package]]
 name = "parking_lot"
-version = "0.12.4"
+version = "0.12.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "70d58bf43669b5795d1576d0641cfb6fbb2057bf629506267a92807158584a13"
+checksum = "93857453250e3077bd71ff98b6a65ea6621a19bb0f559a85248955ac12c45a1a"
 dependencies = [
  "lock_api",
  "parking_lot_core",
@@ -3952,15 +4403,15 @@ dependencies = [
 
 [[package]]
 name = "parking_lot_core"
-version = "0.9.11"
+version = "0.9.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bc838d2a56b5b1a6c25f55575dfc605fabb63bb2365f6c2353ef9159aa69e4a5"
+checksum = "2621685985a2ebf1c516881c026032ac7deafcda1a2c9b7850dc81e3dfcb64c1"
 dependencies = [
  "cfg-if",
  "libc",
- "redox_syscall",
+ "redox_syscall 0.5.18",
  "smallvec",
- "windows-targets 0.52.6",
+ "windows-link 0.2.1",
 ]
 
 [[package]]
@@ -3980,6 +4431,12 @@ version = "1.0.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "57c0d7b74b563b49d38dae00a0c37d4d6de9b432382b2892f0574ddcae73fd0a"
 
+[[package]]
+name = "pastey"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "35fb2e5f958ec131621fdd531e9fc186ed768cbe395337403ae56c17a74c68ec"
+
 [[package]]
 name = "pbkdf2"
 version = "0.11.0"
@@ -3998,6 +4455,16 @@ version = "2.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9b4f627cb1b25917193a259e49bdad08f671f8d9708acfd5fe0a8c1455d87220"
 
+[[package]]
+name = "petgraph"
+version = "0.6.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b4c5cc86750666a3ed20bdaf5ca2a0344f9c67674cae0515bec2da16fbaa47db"
+dependencies = [
+ "fixedbitset",
+ "indexmap",
+]
+
 [[package]]
 name = "pico-args"
 version = "0.5.0"
@@ -4028,7 +4495,7 @@ version = "0.18.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "97baced388464909d42d89643fe4361939af9b7ce7a31ee32a168f832a70f2a0"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
  "crc32fast",
  "fdeflate",
  "flate2",
@@ -4048,27 +4515,27 @@ dependencies = [
 
 [[package]]
 name = "portable-atomic"
-version = "1.11.1"
+version = "1.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f84267b20a16ea918e43c6a88433c2d54fa145c92a811b5b047ccbe153674483"
+checksum = "c33a9471896f1c69cecef8d20cbe2f7accd12527ce60845ff44c153bb2a21b49"
 dependencies = [
  "serde",
 ]
 
 [[package]]
 name = "portable-atomic-util"
-version = "0.2.4"
+version = "0.2.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d8a2f0d8d040d7848a709caf78912debcc3f33ee4b3cac47d73d1e1069e83507"
+checksum = "7a9db96d7fa8782dd8c15ce32ffe8680bbd1e978a43bf51a34d39483540495f5"
 dependencies = [
  "portable-atomic",
 ]
 
 [[package]]
 name = "potential_utf"
-version = "0.1.3"
+version = "0.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "84df19adbe5b5a0782edcab45899906947ab039ccf4573713735ee7de1e6b08a"
+checksum = "b73949432f5e2a09657003c25bca5e19a0e9c84f8058ca374f49e0ebe605af77"
 dependencies = [
  "zerovec",
 ]
@@ -4111,16 +4578,16 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "479ca8adacdd7ce8f1fb39ce9ecccbfe93a3f1344b3d0d97f20bc0196208f62b"
 dependencies = [
  "proc-macro2",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "proc-macro-crate"
-version = "3.3.0"
+version = "3.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "edce586971a4dfaa28950c6f18ed55e0406c1ab88bbce2c6f6293a7aaba73d35"
+checksum = "219cb19e96be00ab2e37d6e299658a0cfa83e52429179969b0f0121b4ac46983"
 dependencies = [
- "toml_edit",
+ "toml_edit 0.23.10+spec-1.0.0",
 ]
 
 [[package]]
@@ -4149,9 +4616,9 @@ dependencies = [
 
 [[package]]
 name = "proc-macro2"
-version = "1.0.101"
+version = "1.0.106"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "89ae43fd86e4158d6db51ad8e2b80f313af9cc74f5c0e03ccb87de09998732de"
+checksum = "8fd00f0bb2e90d81d1044c2b32617f68fcb9fa3bb7640c23e9c748e53fb30934"
 dependencies = [
  "unicode-ident",
 ]
@@ -4172,44 +4639,104 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "52717f9a02b6965224f95ca2a81e2e0c5c43baacd28ca057577988930b6c3d5b"
 dependencies = [
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "pulp"
-version = "0.18.22"
+version = "0.22.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a0a01a0dc67cf4558d279f0c25b0962bd08fc6dec0137699eae304103e882fe6"
-dependencies = [
- "bytemuck",
- "libm",
- "num-complex",
- "reborrow",
-]
-
-[[package]]
-name = "pulp"
-version = "0.21.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96b86df24f0a7ddd5e4b95c94fc9ed8a98f1ca94d3b01bdce2824097e7835907"
+checksum = "2e205bb30d5b916c55e584c22201771bcf2bad9aabd5d4127f38387140c38632"
 dependencies = [
  "bytemuck",
  "cfg-if",
  "libm",
  "num-complex",
+ "paste",
+ "pulp-wasm-simd-flag",
+ "raw-cpuid",
  "reborrow",
  "version_check",
 ]
 
 [[package]]
-name = "pxfm"
-version = "0.1.22"
+name = "pulp-wasm-simd-flag"
+version = "0.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "376f733579ac4d3b9fbf0afca99bf8f6b698d541118affca554d0b86f73c2470"
+checksum = "40e24eee682d89fb193496edf918a7f407d30175b2e785fe057e4392dfd182e0"
+
+[[package]]
+name = "pxfm"
+version = "0.1.27"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7186d3822593aa4393561d186d1393b3923e9d6163d3fbfd6e825e3e6cf3e6a8"
 dependencies = [
  "num-traits",
 ]
 
+[[package]]
+name = "pyo3"
+version = "0.23.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7778bffd85cf38175ac1f545509665d0b9b92a198ca7941f131f85f7a4f9a872"
+dependencies = [
+ "cfg-if",
+ "indoc",
+ "libc",
+ "memoffset",
+ "once_cell",
+ "portable-atomic",
+ "pyo3-build-config",
+ "pyo3-ffi",
+ "pyo3-macros",
+ "unindent",
+]
+
+[[package]]
+name = "pyo3-build-config"
+version = "0.23.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "94f6cbe86ef3bf18998d9df6e0f3fc1050a8c5efa409bf712e661a4366e010fb"
+dependencies = [
+ "once_cell",
+ "target-lexicon",
+]
+
+[[package]]
+name = "pyo3-ffi"
+version = "0.23.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e9f1b4c431c0bb1c8fb0a338709859eed0d030ff6daa34368d3b152a63dfdd8d"
+dependencies = [
+ "libc",
+ "pyo3-build-config",
+]
+
+[[package]]
+name = "pyo3-macros"
+version = "0.23.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fbc2201328f63c4710f68abdf653c89d8dbc2858b88c5d88b0ff38a75288a9da"
+dependencies = [
+ "proc-macro2",
+ "pyo3-macros-backend",
+ "quote",
+ "syn 2.0.114",
+]
+
+[[package]]
+name = "pyo3-macros-backend"
+version = "0.23.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fca6726ad0f3da9c9de093d6f116a93c1a38e417ed73bf138472cf4064f72028"
+dependencies = [
+ "heck",
+ "proc-macro2",
+ "pyo3-build-config",
+ "quote",
+ "syn 2.0.114",
+]
+
 [[package]]
 name = "qoi"
 version = "0.4.1"
@@ -4226,10 +4753,65 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a993555f31e5a609f617c12db6250dedcac1b0a85076912c436e6fc9b2c8e6a3"
 
 [[package]]
-name = "quote"
-version = "1.0.40"
+name = "quinn"
+version = "0.11.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1885c039570dc00dcb4ff087a89e185fd56bae234ddc7f056a945bf36467248d"
+checksum = "b9e20a958963c291dc322d98411f541009df2ced7b5a4f2bd52337638cfccf20"
+dependencies = [
+ "bytes",
+ "cfg_aliases",
+ "pin-project-lite",
+ "quinn-proto",
+ "quinn-udp",
+ "rustc-hash 2.1.1",
+ "rustls",
+ "socket2",
+ "thiserror 2.0.18",
+ "tokio",
+ "tracing",
+ "web-time",
+]
+
+[[package]]
+name = "quinn-proto"
+version = "0.11.13"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f1906b49b0c3bc04b5fe5d86a77925ae6524a19b816ae38ce1e426255f1d8a31"
+dependencies = [
+ "bytes",
+ "getrandom 0.3.4",
+ "lru-slab",
+ "rand 0.9.2",
+ "ring",
+ "rustc-hash 2.1.1",
+ "rustls",
+ "rustls-pki-types",
+ "slab",
+ "thiserror 2.0.18",
+ "tinyvec",
+ "tracing",
+ "web-time",
+]
+
+[[package]]
+name = "quinn-udp"
+version = "0.5.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "addec6a0dcad8a8d96a771f815f0eaf55f9d1805756410b39f5fa81332574cbd"
+dependencies = [
+ "cfg_aliases",
+ "libc",
+ "once_cell",
+ "socket2",
+ "tracing",
+ "windows-sys 0.60.2",
+]
+
+[[package]]
+name = "quote"
+version = "1.0.44"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "21b2ebcf727b7760c461f091f9f0f539b77b8e87f2fd88131e7f1b433b3cece4"
 dependencies = [
  "proc-macro2",
 ]
@@ -4293,7 +4875,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6db2770f06117d490610c7488547d543617b21bfa07796d7a12f6f1bd53850d1"
 dependencies = [
  "rand_chacha 0.9.0",
- "rand_core 0.9.3",
+ "rand_core 0.9.5",
 ]
 
 [[package]]
@@ -4323,7 +4905,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d3022b5f1df60f26e1ffddd6c66e8aa15de382ae63b3a0c1bfc0e4d3e3f325cb"
 dependencies = [
  "ppv-lite86",
- "rand_core 0.9.3",
+ "rand_core 0.9.5",
 ]
 
 [[package]]
@@ -4338,17 +4920,17 @@ version = "0.6.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ec0be4795e2f6a28069bec0b5ff3e2ac9bafc99e6a9a7dc3547996c5c816922c"
 dependencies = [
- "getrandom 0.2.16",
+ "getrandom 0.2.17",
  "serde",
 ]
 
 [[package]]
 name = "rand_core"
-version = "0.9.3"
+version = "0.9.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "99d9a13982dcf210057a8a78572b2217b667c3beacbf3a0d8b454f6f82837d38"
+checksum = "76afc826de14238e6e8c374ddcc1fa19e374fd8dd986b0d2af0d02377261d83c"
 dependencies = [
- "getrandom 0.3.3",
+ "getrandom 0.3.4",
 ]
 
 [[package]]
@@ -4409,7 +4991,7 @@ version = "0.29.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "eabd94c2f37801c20583fc49dd5cd6b0ba68c716787c2dd6ed18571e1e63117b"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
  "cassowary",
  "compact_str",
  "crossterm",
@@ -4427,19 +5009,21 @@ dependencies = [
 
 [[package]]
 name = "rav1e"
-version = "0.7.1"
+version = "0.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cd87ce80a7665b1cce111f8a16c1f3929f6547ce91ade6addf4ec86a8dda5ce9"
+checksum = "43b6dd56e85d9483277cde964fd1bdb0428de4fec5ebba7540995639a21cb32b"
 dependencies = [
+ "aligned-vec",
  "arbitrary",
  "arg_enum_proc_macro",
  "arrayvec 0.7.6",
+ "av-scenechange",
  "av1-grain",
  "bitstream-io",
  "built",
  "cfg-if",
  "interpolate_name",
- "itertools 0.12.1",
+ "itertools 0.14.0",
  "libc",
  "libfuzzer-sys",
  "log",
@@ -4448,23 +5032,21 @@ dependencies = [
  "noop_proc_macro",
  "num-derive",
  "num-traits",
- "once_cell",
  "paste",
  "profiling",
- "rand 0.8.5",
- "rand_chacha 0.3.1",
+ "rand 0.9.2",
+ "rand_chacha 0.9.0",
  "simd_helpers",
- "system-deps",
- "thiserror 1.0.69",
+ "thiserror 2.0.18",
  "v_frame",
  "wasm-bindgen",
 ]
 
 [[package]]
 name = "ravif"
-version = "0.11.20"
+version = "0.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5825c26fddd16ab9f515930d49028a630efec172e903483c94796cfe31893e6b"
+checksum = "ef69c1990ceef18a116855938e74793a5f7496ee907562bd0857b6ac734ab285"
 dependencies = [
  "avif-serialize",
  "imgref",
@@ -4475,22 +5057,13 @@ dependencies = [
  "rgb",
 ]
 
-[[package]]
-name = "raw-cpuid"
-version = "10.7.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6c297679cb867470fa8c9f67dbba74a78d78e3e98d7cf2b08d6d71540f797332"
-dependencies = [
- "bitflags 1.3.2",
-]
-
 [[package]]
 name = "raw-cpuid"
 version = "11.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "498cd0dc59d73224351ee52a95fee0f1a617a2eae0e7d9d720cc622c73a54186"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
 ]
 
 [[package]]
@@ -4533,11 +5106,20 @@ checksum = "03251193000f4bd3b042892be858ee50e8b3719f2b08e5833ac4353724632430"
 
 [[package]]
 name = "redox_syscall"
-version = "0.5.17"
+version = "0.5.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5407465600fb0548f1442edf71dd20683c6ed326200ace4b1ef0763521bb3b77"
+checksum = "ed2bf2547551a7053d6fdfafda3f938979645c44812fbfcda098faae3f1a362d"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
+]
+
+[[package]]
+name = "redox_syscall"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "49f3fe0889e69e2ae9e41f4d6c4c0181701d00e4697b356fb1f74173a5e0ee27"
+dependencies = [
+ "bitflags 2.10.0",
 ]
 
 [[package]]
@@ -4546,16 +5128,16 @@ version = "0.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a4e608c6638b9c18977b00b475ac1f28d14e84b27d8d42f70e0bf1e3dec127ac"
 dependencies = [
- "getrandom 0.2.16",
+ "getrandom 0.2.17",
  "libredox",
- "thiserror 2.0.16",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
 name = "regex"
-version = "1.11.2"
+version = "1.12.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "23d7fd106d8c02486a8d64e778353d1cffe08ce79ac2e82f540c86d0facf6912"
+checksum = "e10754a14b9137dd7b1e3e5b0493cc9171fdd105e0ab477f51b72e7f3ac0e276"
 dependencies = [
  "aho-corasick",
  "memchr",
@@ -4565,9 +5147,9 @@ dependencies = [
 
 [[package]]
 name = "regex-automata"
-version = "0.4.10"
+version = "0.4.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6b9458fa0bfeeac22b5ca447c63aaf45f28439a709ccd244698632f9aa6394d6"
+checksum = "6e1dd4122fc1595e8162618945476892eefca7b88c52820e74af6262213cae8f"
 dependencies = [
  "aho-corasick",
  "memchr",
@@ -4576,9 +5158,9 @@ dependencies = [
 
 [[package]]
 name = "regex-syntax"
-version = "0.8.6"
+version = "0.8.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "caf4aa5b0f434c91fe5c7f1ecb6a5ece2130b02ad2a590589dda5146df959001"
+checksum = "a96887878f22d7bad8a3b6dc5b7440e0ada9a245242924394987b21cf2210a4c"
 
 [[package]]
 name = "relative-path"
@@ -4614,6 +5196,47 @@ dependencies = [
  "log",
 ]
 
+[[package]]
+name = "reqwest"
+version = "0.12.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "eddd3ca559203180a307f12d114c268abf583f59b03cb906fd0b3ff8646c1147"
+dependencies = [
+ "base64 0.22.1",
+ "bytes",
+ "futures-channel",
+ "futures-core",
+ "futures-util",
+ "h2",
+ "http",
+ "http-body",
+ "http-body-util",
+ "hyper",
+ "hyper-rustls",
+ "hyper-util",
+ "js-sys",
+ "log",
+ "percent-encoding",
+ "pin-project-lite",
+ "quinn",
+ "rustls",
+ "rustls-pki-types",
+ "serde",
+ "serde_json",
+ "serde_urlencoded",
+ "sync_wrapper",
+ "tokio",
+ "tokio-rustls",
+ "tower",
+ "tower-http",
+ "tower-service",
+ "url",
+ "wasm-bindgen",
+ "wasm-bindgen-futures",
+ "web-sys",
+ "webpki-roots 1.0.6",
+]
+
 [[package]]
 name = "rgb"
 version = "0.8.52"
@@ -4628,7 +5251,7 @@ checksum = "a4689e6c2294d81e88dc6261c768b63bc4fcdb852be6d1352498b114f61383b7"
 dependencies = [
  "cc",
  "cfg-if",
- "getrandom 0.2.16",
+ "getrandom 0.2.17",
  "libc",
  "untrusted",
  "windows-sys 0.52.0",
@@ -4642,43 +5265,39 @@ checksum = "3df6368f71f205ff9c33c076d170dd56ebf68e8161c733c0caa07a7a5509ed53"
 
 [[package]]
 name = "rmp"
-version = "0.8.14"
+version = "0.8.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "228ed7c16fa39782c3b3468e974aec2795e9089153cd08ee2e9aefb3613334c4"
+checksum = "4ba8be72d372b2c9b35542551678538b562e7cf86c3315773cae48dfbfe7790c"
 dependencies = [
- "byteorder",
  "num-traits",
- "paste",
 ]
 
 [[package]]
 name = "rmp-serde"
-version = "1.3.0"
+version = "1.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52e599a477cf9840e92f2cde9a7189e67b42c57532749bf90aea6ec10facd4db"
+checksum = "72f81bee8c8ef9b577d1681a70ebbc962c232461e397b22c208c43c04b67a155"
 dependencies = [
- "byteorder",
  "rmp",
  "serde",
 ]
 
 [[package]]
 name = "rstest"
-version = "0.25.0"
+version = "0.26.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6fc39292f8613e913f7df8fa892b8944ceb47c247b78e1b1ae2f09e019be789d"
+checksum = "f5a3193c063baaa2a95a33f03035c8a72b83d97a54916055ba22d35ed3839d49"
 dependencies = [
  "futures-timer",
  "futures-util",
  "rstest_macros",
- "rustc_version",
 ]
 
 [[package]]
 name = "rstest_macros"
-version = "0.25.0"
+version = "0.26.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1f168d99749d307be9de54d23fd226628d99768225ef08f6ffb52e0182a27746"
+checksum = "9c845311f0ff7951c5506121a9ad75aec44d083c31583b2ea5a30bcb0b0abba0"
 dependencies = [
  "cfg-if",
  "glob",
@@ -4688,7 +5307,7 @@ dependencies = [
  "regex",
  "relative-path",
  "rustc_version",
- "syn 2.0.106",
+ "syn 2.0.114",
  "unicode-ident",
 ]
 
@@ -4698,7 +5317,7 @@ version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "165ca6e57b20e1351573e3729b958bc62f0e48025386970b6e4d29e7a7e71f3f"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
  "fallible-iterator",
  "fallible-streaming-iterator",
  "hashlink",
@@ -4708,9 +5327,9 @@ dependencies = [
 
 [[package]]
 name = "rustc-demangle"
-version = "0.1.26"
+version = "0.1.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "56f7d92ca342cea22a06f2121d944b4fd82af56988c270852495420f961d4ace"
+checksum = "b50b8869d9fc858ce7266cce0194bd74df58b9d0e3f6df3a9fc8eb470d95c09d"
 
 [[package]]
 name = "rustc-hash"
@@ -4718,6 +5337,12 @@ version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "08d43f7aa6b08d49f382cde6a7982047c3426db949b1424bc4b7ec9ae12c6ce2"
 
+[[package]]
+name = "rustc-hash"
+version = "2.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "357703d41365b4b27c590e3ed91eabb1b663f07c4c084095e60cbed4362dff0d"
+
 [[package]]
 name = "rustc_version"
 version = "0.4.1"
@@ -4733,7 +5358,7 @@ version = "0.38.44"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fdb5bc1ae2baa591800df16c9ca78619bf65c0488b41b96ccec5d11220d8c154"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
  "errno",
  "libc",
  "linux-raw-sys 0.4.15",
@@ -4742,22 +5367,22 @@ dependencies = [
 
 [[package]]
 name = "rustix"
-version = "1.0.8"
+version = "1.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "11181fbabf243db407ef8df94a6ce0b2f9a733bd8be4ad02b4eda9602296cac8"
+checksum = "146c9e247ccc180c1f61615433868c99f3de3ae256a30a43b49f67c2d9171f34"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
  "errno",
  "libc",
- "linux-raw-sys 0.9.4",
- "windows-sys 0.60.2",
+ "linux-raw-sys 0.11.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "rustls"
-version = "0.23.31"
+version = "0.23.36"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c0ebcbd2f03de0fc1122ad9bb24b127a5a6cd51d72604a3f3c50ac459762b6cc"
+checksum = "c665f33d38cea657d9614f766881e4d510e0eda4239891eea56b4cadcf01801b"
 dependencies = [
  "log",
  "once_cell",
@@ -4770,18 +5395,19 @@ dependencies = [
 
 [[package]]
 name = "rustls-pki-types"
-version = "1.12.0"
+version = "1.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "229a4a4c221013e7e1f1a043678c5cc39fe5171437c88fb47151a21e6f5b5c79"
+checksum = "be040f8b0a225e40375822a563fa9524378b9d63112f53e19ffff34df5d33fdd"
 dependencies = [
+ "web-time",
  "zeroize",
 ]
 
 [[package]]
 name = "rustls-webpki"
-version = "0.103.4"
+version = "0.103.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0a17884ae0c1b773f1ccd2bd4a8c72f16da897310a98b0e84bf349ad5ead92fc"
+checksum = "d7df23109aa6c1567d1c575b9952556388da57401e4ace1d15f79eedad0d8f53"
 dependencies = [
  "ring",
  "rustls-pki-types",
@@ -4796,9 +5422,9 @@ checksum = "b39cdef0fa800fc44525c84ccb54a029961a8215f9619753635a9c0d2538d46d"
 
 [[package]]
 name = "ryu"
-version = "1.0.20"
+version = "1.0.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "28d3b2b1366ec20994f1fd18c3c594f05c5dd4bc44d8bb0c1c632c8d6829481f"
+checksum = "a50f4cf475b65d88e057964e0e9bb1f0aa9bbb2036dc65c64596b42932536984"
 
 [[package]]
 name = "safe_arch"
@@ -4821,10 +5447,11 @@ dependencies = [
 
 [[package]]
 name = "safetensors"
-version = "0.4.5"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "44560c11236a6130a46ce36c836a62936dc81ebf8c36a37947423571be0e55b6"
+checksum = "675656c1eabb620b921efea4f9199f97fc86e36dd6ffd1fbbe48d0f59a4987f5"
 dependencies = [
+ "hashbrown 0.16.1",
  "serde",
  "serde_json",
 ]
@@ -4884,14 +5511,14 @@ dependencies = [
  "cfg-if",
  "cmake",
  "libc",
- "version-compare 0.1.1",
+ "version-compare",
 ]
 
 [[package]]
 name = "semver"
-version = "1.0.26"
+version = "1.0.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "56e6fa9c48d24d85fb3de5ad847117517440f6beceb7798af16b4a87d616b8d0"
+checksum = "d767eb0aabc880b29956c35734170f26ed551a859dbd361d140cdbeca61ab1e2"
 
 [[package]]
 name = "seq-macro"
@@ -4901,63 +5528,76 @@ checksum = "1bc711410fbe7399f390ca1c3b60ad0f53f80e95c5eb935e52268a0e2cd49acc"
 
 [[package]]
 name = "serde"
-version = "1.0.219"
+version = "1.0.228"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f0e2c6ed6606019b4e29e69dbaba95b11854410e5347d525002456dbbb786b6"
+checksum = "9a8e94ea7f378bd32cbbd37198a4a91436180c5bb472411e48b5ec2e2124ae9e"
 dependencies = [
+ "serde_core",
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_bytes"
-version = "0.11.17"
+version = "0.11.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8437fd221bde2d4ca316d61b90e337e9e702b3820b87d63caa9ba6c02bd06d96"
+checksum = "a5d440709e79d88e51ac01c4b72fc6cb7314017bb7da9eeff678aa94c10e3ea8"
 dependencies = [
  "serde",
+ "serde_core",
+]
+
+[[package]]
+name = "serde_core"
+version = "1.0.228"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "41d385c7d4ca58e59fc732af25c3983b67ac852c1a25000afe1175de458b67ad"
+dependencies = [
+ "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.219"
+version = "1.0.228"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b0276cf7f2c73365f7157c8123c21cd9a50fbbd844757af28ca1f5925fc2a00"
+checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "serde_json"
-version = "1.0.143"
+version = "1.0.149"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d401abef1d108fbd9cbaebc3e46611f4b1021f714a0597a71f41ee463f5f4a5a"
+checksum = "83fc039473c5595ace860d8c4fafa220ff474b3fc6bfdb4293327f1a37e94d86"
 dependencies = [
  "itoa",
  "memchr",
- "ryu",
  "serde",
+ "serde_core",
+ "zmij",
 ]
 
 [[package]]
 name = "serde_path_to_error"
-version = "0.1.17"
+version = "0.1.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "59fab13f937fa393d08645bf3a84bdfe86e296747b506ada67bb15f10f218b2a"
+checksum = "10a9ff822e371bb5403e391ecd83e182e0e77ba7f6fe0160b795797109d1b457"
 dependencies = [
  "itoa",
  "serde",
+ "serde_core",
 ]
 
 [[package]]
 name = "serde_rusqlite"
-version = "0.40.0"
+version = "0.40.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "32d9325839c0a5dc4820323190bff9bba33f57362cb5591fa30db66cb56874b2"
+checksum = "ec8bd74f47e124e760475a7e863b5820dcef09cae50782d03d65961f5ca1e6d9"
 dependencies = [
  "rusqlite",
- "serde",
+ "serde_core",
 ]
 
 [[package]]
@@ -4971,11 +5611,11 @@ dependencies = [
 
 [[package]]
 name = "serde_spanned"
-version = "1.0.0"
+version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "40734c41988f7306bb04f0ecf60ec0f3f1caa34290e4e8ea471dcd3346483b83"
+checksum = "f8bbf91e5a4d6315eee45e704372590b30e260ee83af6639d64557f51b067776"
 dependencies = [
- "serde",
+ "serde_core",
 ]
 
 [[package]]
@@ -5038,22 +5678,33 @@ dependencies = [
 ]
 
 [[package]]
-name = "signal-hook-mio"
-version = "0.2.4"
+name = "signal-hook"
+version = "0.4.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "34db1a06d485c9142248b7a054f034b349b212551f3dfd19c94d45a754a217cd"
+checksum = "3b57709da74f9ff9f4a27dce9526eec25ca8407c45a7887243b031a58935fb8e"
+dependencies = [
+ "libc",
+ "signal-hook-registry",
+]
+
+[[package]]
+name = "signal-hook-mio"
+version = "0.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b75a19a7a740b25bc7944bdee6172368f988763b744e3d4dfe753f6b4ece40cc"
 dependencies = [
  "libc",
  "mio",
- "signal-hook",
+ "signal-hook 0.3.18",
 ]
 
 [[package]]
 name = "signal-hook-registry"
-version = "1.4.6"
+version = "1.4.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b2a4719bff48cee6b39d12c020eeb490953ad2443b7055bd0b21fca26bd8c28b"
+checksum = "c4db69cba1110affc0e9f7bcd48bbf87b3f4fc7c61fc9155afd4c469eb3d6c1b"
 dependencies = [
+ "errno",
  "libc",
 ]
 
@@ -5072,9 +5723,9 @@ dependencies = [
 
 [[package]]
 name = "simd-adler32"
-version = "0.3.7"
+version = "0.3.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d66dc143e6b11c1eddc06d5c423cfc97062865baf299914ab64caa38182078fe"
+checksum = "e320a6c5ad31d271ad523dcf3ad13e2767ad8b1cb8f047f75a8aeaf8da139da2"
 
 [[package]]
 name = "simd_helpers"
@@ -5087,19 +5738,29 @@ dependencies = [
 
 [[package]]
 name = "slab"
-version = "0.4.11"
+version = "0.4.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a2ae44ef20feb57a68b23d846850f861394c2e02dc425a50098ae8c90267589"
+checksum = "0c790de23124f9ab44544d7ac05d60440adc586479ce501c1d6d7da3cd8c9cf5"
 
 [[package]]
 name = "slotmap"
-version = "1.0.7"
+version = "1.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dbff4acf519f630b3a3ddcfaea6c06b42174d9a44bc70c620e9ed1649d58b82a"
+checksum = "bdd58c3c93c3d278ca835519292445cb4b0d4dc59ccfdf7ceadaab3f8aeb4038"
 dependencies = [
  "version_check",
 ]
 
+[[package]]
+name = "slug"
+version = "0.1.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "882a80f72ee45de3cc9a5afeb2da0331d58df69e4e7d8eeb5d3c7784ae67e724"
+dependencies = [
+ "deunicode",
+ "wasm-bindgen",
+]
+
 [[package]]
 name = "smallvec"
 version = "1.15.1"
@@ -5108,12 +5769,12 @@ checksum = "67b1b7a3b5fe4f1376887184045fcf45c69e92af734b7aaddc05fb777b6fbd03"
 
 [[package]]
 name = "socket2"
-version = "0.6.0"
+version = "0.6.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "233504af464074f9d066d7b5416c5f9b894a5862a6506e306f7b816cdd6f1807"
+checksum = "86f4aa3ad99f2088c990dfa82d367e19cb29268ed67c574d10d0a4bfe71f07e0"
 dependencies = [
  "libc",
- "windows-sys 0.59.0",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
@@ -5132,14 +5793,23 @@ version = "0.3.0+sdk-1.3.268.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "eda41003dc44290527a59b13432d4a0379379fa074b70174882adfbdfd917844"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
+]
+
+[[package]]
+name = "stable-vec"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d1dff32a2ce087283bec878419027cebd888760d8760b2941ad0843531dc9ec8"
+dependencies = [
+ "no-std-compat",
 ]
 
 [[package]]
 name = "stable_deref_trait"
-version = "1.2.0"
+version = "1.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a8f112729512f8e442d81f95a8a7ddf2b7c6b8a1a6f509a95864142b30cab2d3"
+checksum = "6ce2be8dc25455e1f91df71bfa12ad37d7af1092ae736f3a6cd0e37bc7810596"
 
 [[package]]
 name = "static_assertions"
@@ -5147,18 +5817,6 @@ version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a2eb9349b6444b326872e140eb1cf5e7c522154d69e7a0ffb0fb81c06b37543f"
 
-[[package]]
-name = "store"
-version = "0.1.0"
-dependencies = [
- "base64 0.21.7",
- "log",
- "merge",
- "rand 0.8.5",
- "serde",
- "transpose",
-]
-
 [[package]]
 name = "strength_reduce"
 version = "0.2.4"
@@ -5199,7 +5857,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "rustversion",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -5211,7 +5869,7 @@ dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -5233,9 +5891,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.106"
+version = "2.0.114"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ede7c438028d4436d71104916910f5bb611972c5cfd7f89b8300a8186e6fada6"
+checksum = "d4d107df263a3013ef9b1879b0df87d706ff80f65a86ea879bd9c31f9b307c2a"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -5247,6 +5905,9 @@ name = "sync_wrapper"
 version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0bf256ce5efdfa370213c1dabab5935a12e49f2c58d15e9eac2870d3b4f27263"
+dependencies = [
+ "futures-core",
+]
 
 [[package]]
 name = "synstructure"
@@ -5268,21 +5929,7 @@ checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
-]
-
-[[package]]
-name = "sysctl"
-version = "0.5.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ec7dddc5f0fee506baf8b9fdb989e242f17e4b11c61dfbb0635b705217199eea"
-dependencies = [
- "bitflags 2.9.4",
- "byteorder",
- "enum-as-inner",
- "libc",
- "thiserror 1.0.69",
- "walkdir",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -5291,7 +5938,7 @@ version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "01198a2debb237c62b6826ec7081082d951f46dbb64b0e8c7649a452230d1dfc"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
  "byteorder",
  "enum-as-inner",
  "libc",
@@ -5314,16 +5961,17 @@ dependencies = [
 ]
 
 [[package]]
-name = "system-deps"
-version = "6.2.2"
+name = "sysinfo"
+version = "0.37.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a3e535eb8dded36d55ec13eddacd30dec501792ff23a0b1682c38601b8cf2349"
+checksum = "16607d5caffd1c07ce073528f9ed972d88db15dd44023fa57142963be3feb11f"
 dependencies = [
- "cfg-expr",
- "heck",
- "pkg-config",
- "toml 0.8.23",
- "version-compare 0.2.0",
+ "libc",
+ "memchr",
+ "ntapi",
+ "objc2-core-foundation",
+ "objc2-io-kit",
+ "windows 0.61.3",
 ]
 
 [[package]]
@@ -5335,11 +5983,22 @@ dependencies = [
  "bytesize",
  "lazy_static",
  "libc",
- "nom",
+ "nom 7.1.3",
  "time",
  "winapi",
 ]
 
+[[package]]
+name = "tar"
+version = "0.4.44"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d863878d212c87a19c1a610eb53bb01fe12951c0501cf5a0d65f724914a667a"
+dependencies = [
+ "filetime",
+ "libc",
+ "xattr",
+]
+
 [[package]]
 name = "target-lexicon"
 version = "0.12.16"
@@ -5348,14 +6007,14 @@ checksum = "61c41af27dd6d1e27b1b16b489db798443478cef1f06a660c96db617ba5de3b1"
 
 [[package]]
 name = "tch"
-version = "0.19.0"
+version = "0.22.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aa1ed622c8f13b0c42f8b1afa0e5e9ccccd82ecb6c0e904120722ab52fdc5234"
+checksum = "9e09b91610202dc4820c21eb474a42b386ef69f323b1c0902b5472ba7456ebb5"
 dependencies = [
  "half",
  "lazy_static",
  "libc",
- "ndarray",
+ "ndarray 0.16.1",
  "rand 0.8.5",
  "safetensors 0.3.3",
  "thiserror 1.0.69",
@@ -5365,15 +6024,15 @@ dependencies = [
 
 [[package]]
 name = "tempfile"
-version = "3.21.0"
+version = "3.24.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "15b61f8f20e3a6f7e0649d825294eaf317edce30f82cf6026e7e4cb9222a7d1e"
+checksum = "655da9c7eb6305c55742045d5a8d2037996d61d8de95806335c7c86ce0f82e9c"
 dependencies = [
  "fastrand",
- "getrandom 0.3.3",
+ "getrandom 0.3.4",
  "once_cell",
- "rustix 1.0.8",
- "windows-sys 0.60.2",
+ "rustix 1.1.3",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -5396,6 +6055,12 @@ dependencies = [
  "serde_json",
 ]
 
+[[package]]
+name = "textdistance"
+version = "1.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "aa672c55ab69f787dbc9126cc387dbe57fdd595f585e4524cf89018fa44ab819"
+
 [[package]]
 name = "thiserror"
 version = "1.0.69"
@@ -5407,11 +6072,11 @@ dependencies = [
 
 [[package]]
 name = "thiserror"
-version = "2.0.16"
+version = "2.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3467d614147380f2e4e374161426ff399c91084acd2363eaf549172b3d5e60c0"
+checksum = "4288b5bcbc7920c07a1149a35cf9590a2aa808e0bc1eafaade0b80947865fbc4"
 dependencies = [
- "thiserror-impl 2.0.16",
+ "thiserror-impl 2.0.18",
 ]
 
 [[package]]
@@ -5422,18 +6087,18 @@ checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "thiserror-impl"
-version = "2.0.16"
+version = "2.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6c5e1be1c48b9172ee610da68fd9cd2770e7a4056cb3fc98710ee6906f0c7960"
+checksum = "ebc4ee7f67670e9b64d05fa4253e753e016c6c95ff35b89b7941d6b856dec1d5"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -5465,46 +6130,56 @@ dependencies = [
  "half",
  "quick-error",
  "weezl",
- "zune-jpeg",
+ "zune-jpeg 0.4.21",
 ]
 
 [[package]]
 name = "time"
-version = "0.3.43"
+version = "0.3.47"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "83bde6f1ec10e72d583d91623c939f623002284ef622b87de38cfd546cbf2031"
+checksum = "743bd48c283afc0388f9b8827b976905fb217ad9e647fae3a379a9283c4def2c"
 dependencies = [
  "deranged",
+ "itoa",
  "libc",
  "num-conv",
  "num_threads",
  "powerfmt",
- "serde",
+ "serde_core",
  "time-core",
  "time-macros",
 ]
 
 [[package]]
 name = "time-core"
-version = "0.1.6"
+version = "0.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "40868e7c1d2f0b8d73e4a8c7f0ff63af4f6d19be117e90bd73eb1d62cf831c6b"
+checksum = "7694e1cfe791f8d31026952abf09c69ca6f6fa4e1a1229e18988f06a04a12dca"
 
 [[package]]
 name = "time-macros"
-version = "0.2.24"
+version = "0.2.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "30cfb0125f12d9c277f35663a0a33f8c30190f4e4574868a330595412d34ebf3"
+checksum = "2e70e4c5a0e0a8a4823ad65dfe1a6930e4f4d756dcd9dd7939022b5e8c501215"
 dependencies = [
  "num-conv",
  "time-core",
 ]
 
 [[package]]
-name = "tinystr"
-version = "0.8.1"
+name = "tiny-keccak"
+version = "2.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5d4f6d1145dcb577acf783d4e601bc1d76a13337bb54e6233add580b07344c8b"
+checksum = "2c9d3793400a45f954c52e73d068316d76b6f4e36977e3fcebb13a2721e80237"
+dependencies = [
+ "crunchy",
+]
+
+[[package]]
+name = "tinystr"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "42d3e9c45c09de15d06dd8acf5f4e0e399e85927b7f00711024eb7ae10fa4869"
 dependencies = [
  "displaydoc",
  "zerovec",
@@ -5527,55 +6202,65 @@ checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
 
 [[package]]
 name = "tokio"
-version = "1.47.1"
+version = "1.49.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "89e49afdadebb872d3145a5638b59eb0691ea23e46ca484037cfab3b76b95038"
+checksum = "72a2903cd7736441aac9df9d7688bd0ce48edccaadf181c3b90be801e81d3d86"
 dependencies = [
- "backtrace",
  "bytes",
- "io-uring",
  "libc",
  "mio",
  "pin-project-lite",
- "slab",
+ "signal-hook-registry",
  "socket2",
  "tokio-macros",
- "windows-sys 0.59.0",
+ "tracing",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "tokio-macros"
-version = "2.5.0"
+version = "2.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6e06d43f1345a3bcd39f6a56dbb7dcab2ba47e68e8ac134855e7e2bdbaf8cab8"
+checksum = "af407857209536a95c8e56f8231ef2c2e2aff839b22e07a1ffcbc617e9db9fa5"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
+]
+
+[[package]]
+name = "tokio-rustls"
+version = "0.26.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1729aa945f29d91ba541258c8df89027d5792d85a8841fb65e8bf0f4ede4ef61"
+dependencies = [
+ "rustls",
+ "tokio",
 ]
 
 [[package]]
 name = "tokio-tungstenite"
-version = "0.26.2"
+version = "0.28.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a9daff607c6d2bf6c16fd681ccb7eecc83e4e2cdc1ca067ffaadfca5de7f084"
+checksum = "d25a406cddcc431a75d3d9afc6a7c0f7428d4891dd973e4d54c56b46127bf857"
 dependencies = [
  "futures-util",
  "log",
  "tokio",
- "tungstenite 0.26.2",
+ "tungstenite",
 ]
 
 [[package]]
-name = "tokio-tungstenite"
-version = "0.27.0"
+name = "tokio-util"
+version = "0.7.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "489a59b6730eda1b0171fcfda8b121f4bee2b35cba8645ca35c5f7ba3eb736c1"
+checksum = "9ae9cec805b01e8fc3fd2fe289f89149a9b66dd16786abd8b19cfa7b48cb0098"
 dependencies = [
- "futures-util",
- "log",
+ "bytes",
+ "futures-core",
+ "futures-sink",
+ "pin-project-lite",
  "tokio",
- "tungstenite 0.27.0",
 ]
 
 [[package]]
@@ -5587,19 +6272,19 @@ dependencies = [
  "serde",
  "serde_spanned 0.6.9",
  "toml_datetime 0.6.11",
- "toml_edit",
+ "toml_edit 0.22.27",
 ]
 
 [[package]]
 name = "toml"
-version = "0.9.5"
+version = "0.9.11+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "75129e1dc5000bfbaa9fee9d1b21f974f9fbad9daec557a521ee6e080825f6e8"
+checksum = "f3afc9a848309fe1aaffaed6e1546a7a14de1f935dc9d89d32afd9a44bab7c46"
 dependencies = [
  "indexmap",
- "serde",
- "serde_spanned 1.0.0",
- "toml_datetime 0.7.0",
+ "serde_core",
+ "serde_spanned 1.0.4",
+ "toml_datetime 0.7.5+spec-1.1.0",
  "toml_parser",
  "toml_writer",
  "winnow",
@@ -5616,11 +6301,11 @@ dependencies = [
 
 [[package]]
 name = "toml_datetime"
-version = "0.7.0"
+version = "0.7.5+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bade1c3e902f58d73d3f294cd7f20391c1cb2fbcb643b73566bc773971df91e3"
+checksum = "92e1cfed4a3038bc5a127e35a2d360f145e1f4b971b551a2ba5fd7aedf7e1347"
 dependencies = [
- "serde",
+ "serde_core",
 ]
 
 [[package]]
@@ -5638,10 +6323,22 @@ dependencies = [
 ]
 
 [[package]]
-name = "toml_parser"
-version = "1.0.2"
+name = "toml_edit"
+version = "0.23.10+spec-1.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b551886f449aa90d4fe2bdaa9f4a2577ad2dde302c61ecf262d80b116db95c10"
+checksum = "84c8b9f757e028cee9fa244aea147aab2a9ec09d5325a9b01e0a49730c2b5269"
+dependencies = [
+ "indexmap",
+ "toml_datetime 0.7.5+spec-1.1.0",
+ "toml_parser",
+ "winnow",
+]
+
+[[package]]
+name = "toml_parser"
+version = "1.0.6+spec-1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a3198b4b0a8e11f09dd03e133c0280504d0801269e9afa46362ffde1cbeebf44"
 dependencies = [
  "winnow",
 ]
@@ -5654,15 +6351,15 @@ checksum = "5d99f8c9a7727884afe522e9bd5edbfc91a3312b36a77b5fb8926e4c31a41801"
 
 [[package]]
 name = "toml_writer"
-version = "1.0.2"
+version = "1.0.6+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fcc842091f2def52017664b53082ecbbeb5c7731092bad69d2c63050401dfd64"
+checksum = "ab16f14aed21ee8bfd8ec22513f7287cd4a91aa92e44edfe2c17ddd004e92607"
 
 [[package]]
 name = "torch-sys"
-version = "0.19.0"
+version = "0.22.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ef14f5d239e3d60f4919f536a5dfe1d4f71b27b7abf6fe6875fd3a4b22c2dcd5"
+checksum = "aef40c585e342df95b66a1fa7c923188623999c2b657227befb481dfb03a6a42"
 dependencies = [
  "anyhow",
  "cc",
@@ -5675,9 +6372,9 @@ dependencies = [
 
 [[package]]
 name = "tower"
-version = "0.5.2"
+version = "0.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d039ad9159c98b70ecfd540b2573b97f7f52c3e8d9f8ad57a24b916a536975f9"
+checksum = "ebe5ef63511595f1344e2d5cfa636d973292adc0eec1f0ad45fae9f0851ab1d4"
 dependencies = [
  "futures-core",
  "futures-util",
@@ -5689,6 +6386,24 @@ dependencies = [
  "tracing",
 ]
 
+[[package]]
+name = "tower-http"
+version = "0.6.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d4e6559d53cc268e5031cd8429d05415bc4cb4aefc4aa5d6cc35fbf5b924a1f8"
+dependencies = [
+ "bitflags 2.10.0",
+ "bytes",
+ "futures-util",
+ "http",
+ "http-body",
+ "iri-string",
+ "pin-project-lite",
+ "tower",
+ "tower-layer",
+ "tower-service",
+]
+
 [[package]]
 name = "tower-layer"
 version = "0.3.3"
@@ -5702,10 +6417,89 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8df9b6e13f2d32c91b9bd719c00d1958837bc7dec474d94952798cc8e69eeec3"
 
 [[package]]
-name = "tracing"
-version = "0.1.41"
+name = "tracel-llvm"
+version = "20.1.4-7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "784e0ac535deb450455cbfa28a6f0df145ea1bb7ae51b821cf5e7927fdcfbdd0"
+checksum = "982535db9eb1a30ac0f2c50239a0eec3e5cf50993a88e92b04747bd2f4d365b2"
+dependencies = [
+ "tracel-mlir-rs",
+ "tracel-mlir-sys",
+]
+
+[[package]]
+name = "tracel-llvm-bundler"
+version = "20.1.4-7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3c75b8e477cb8d49d907afab029ca74d48459f5b88c27bdb4c6cd6acb5e61977"
+dependencies = [
+ "anyhow",
+ "bytes",
+ "constcat",
+ "dirs",
+ "liblzma",
+ "regex",
+ "reqwest",
+ "serde",
+ "serde_json",
+ "sha2",
+ "tar",
+ "walkdir",
+]
+
+[[package]]
+name = "tracel-mlir-rs"
+version = "20.1.4-7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "77a478a35efd68d0ba73f747adfb7923b121c64e7f5be9cd8364ca1dcb772d5c"
+dependencies = [
+ "tracel-mlir-rs-macros",
+ "tracel-mlir-sys",
+]
+
+[[package]]
+name = "tracel-mlir-rs-macros"
+version = "20.1.4-7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7a94f36868c3b10b1825945223d99d106c73f4d249f063caa4651deeb9379344"
+dependencies = [
+ "comrak",
+ "convert_case 0.8.0",
+ "proc-macro2",
+ "quote",
+ "regex",
+ "syn 2.0.114",
+ "tracel-llvm-bundler",
+ "tracel-tblgen-rs",
+ "unindent",
+]
+
+[[package]]
+name = "tracel-mlir-sys"
+version = "20.1.4-7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "02f26d31af0c225a6d2e3d65d012fd6de848c9fc776897b152ee83b7d1bd15c4"
+dependencies = [
+ "tracel-llvm-bundler",
+]
+
+[[package]]
+name = "tracel-tblgen-rs"
+version = "20.1.4-7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "00d2581070380418ccc33b500f3739e4d4869421fdb477fcea51ff97c6253a52"
+dependencies = [
+ "bindgen",
+ "cc",
+ "paste",
+ "thiserror 2.0.18",
+ "tracel-llvm-bundler",
+]
+
+[[package]]
+name = "tracing"
+version = "0.1.44"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "63e71662fa4b2a2c3a26f570f037eb95bb1f85397f3cd8076caed2f026a6d100"
 dependencies = [
  "log",
  "pin-project-lite",
@@ -5715,32 +6509,32 @@ dependencies = [
 
 [[package]]
 name = "tracing-appender"
-version = "0.2.3"
+version = "0.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3566e8ce28cc0a3fe42519fc80e6b4c943cc4c8cef275620eb8dac2d3d4e06cf"
+checksum = "786d480bce6247ab75f005b14ae1624ad978d3029d9113f0a22fa1ac773faeaf"
 dependencies = [
  "crossbeam-channel",
- "thiserror 1.0.69",
+ "thiserror 2.0.18",
  "time",
  "tracing-subscriber",
 ]
 
 [[package]]
 name = "tracing-attributes"
-version = "0.1.30"
+version = "0.1.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "81383ab64e72a7a8b8e13130c49e3dab29def6d0c7d76a03087b3cf71c5c6903"
+checksum = "7490cfa5ec963746568740651ac6781f701c9c5ea257c58e057f3ba8cf69e8da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "tracing-core"
-version = "0.1.34"
+version = "0.1.36"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9d12581f227e93f094d3af2ae690a574abb8a2b9b7a96e7cfe9647b2b617678"
+checksum = "db97caf9d906fbde555dd62fa95ddba9eecfd14cb388e4f491a66d74cd5fb79a"
 dependencies = [
  "once_cell",
  "valuable",
@@ -5759,14 +6553,18 @@ dependencies = [
 
 [[package]]
 name = "tracing-subscriber"
-version = "0.3.20"
+version = "0.3.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2054a14f5307d601f88daf0553e1cbf472acc4f2c51afab632431cdcd72124d5"
+checksum = "2f30143827ddab0d256fd843b7a66d164e9f271cfa0dde49142c5ca0ca291f1e"
 dependencies = [
+ "matchers",
  "nu-ansi-term",
+ "once_cell",
+ "regex-automata",
  "sharded-slab",
  "smallvec",
  "thread_local",
+ "tracing",
  "tracing-core",
  "tracing-log",
 ]
@@ -5782,10 +6580,63 @@ dependencies = [
 ]
 
 [[package]]
-name = "tungstenite"
-version = "0.26.2"
+name = "trictrac-bot"
+version = "0.1.0"
+dependencies = [
+ "board-game",
+ "burn",
+ "burn-rl",
+ "confy",
+ "env_logger 0.10.2",
+ "internal-iterator",
+ "log",
+ "pretty_assertions",
+ "rand 0.9.2",
+ "serde",
+ "serde_json",
+ "trictrac-store",
+]
+
+[[package]]
+name = "trictrac-client_cli"
+version = "0.1.0"
+dependencies = [
+ "anyhow",
+ "bincode 1.3.3",
+ "env_logger 0.11.8",
+ "itertools 0.13.0",
+ "log",
+ "pico-args",
+ "pretty_assertions",
+ "renet",
+ "trictrac-bot",
+ "trictrac-store",
+]
+
+[[package]]
+name = "trictrac-store"
+version = "0.1.0"
+dependencies = [
+ "base64 0.21.7",
+ "log",
+ "merge",
+ "pyo3",
+ "rand 0.9.2",
+ "serde",
+ "transpose",
+]
+
+[[package]]
+name = "try-lock"
+version = "0.2.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4793cb5e56680ecbb1d843515b23b6de9a75eb04b66643e256a396d43be33c13"
+checksum = "e421abadd41a4225275504ea4d6566923418b7f05506fbc9c0fe86ba7396114b"
+
+[[package]]
+name = "tungstenite"
+version = "0.28.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8628dcc84e5a09eb3d8423d6cb682965dea9133204e8fb3efee74c2a0c259442"
 dependencies = [
  "bytes",
  "data-encoding",
@@ -5794,65 +6645,48 @@ dependencies = [
  "log",
  "rand 0.9.2",
  "sha1",
- "thiserror 2.0.16",
+ "thiserror 2.0.18",
  "utf-8",
 ]
 
 [[package]]
-name = "tungstenite"
-version = "0.27.0"
+name = "type-map"
+version = "0.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eadc29d668c91fcc564941132e17b28a7ceb2f3ebf0b9dae3e03fd7a6748eb0d"
+checksum = "cb30dbbd9036155e74adad6812e9898d03ec374946234fbcebd5dfc7b9187b90"
 dependencies = [
- "bytes",
- "data-encoding",
- "http",
- "httparse",
- "log",
- "rand 0.9.2",
- "sha1",
- "thiserror 2.0.16",
- "utf-8",
+ "rustc-hash 2.1.1",
 ]
 
+[[package]]
+name = "typed-arena"
+version = "2.0.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6af6ae20167a9ece4bcb41af5b80f8a1f1df981f6391189ce00fd257af04126a"
+
+[[package]]
+name = "typed-path"
+version = "0.12.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3015e6ce46d5ad8751e4a772543a30c7511468070e98e64e20165f8f81155b64"
+
 [[package]]
 name = "typenum"
-version = "1.18.0"
+version = "1.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1dccffe3ce07af9386bfd29e80c0ab1a8205a2fc34e4bcd40364df902cfa8f3f"
-
-[[package]]
-name = "ug"
-version = "0.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "03719c61a91b51541f076dfdba45caacf750b230cefaa4b32d6f5411c3f7f437"
-dependencies = [
- "gemm 0.18.2",
- "half",
- "libloading",
- "memmap2",
- "num",
- "num-traits",
- "num_cpus",
- "rayon",
- "safetensors 0.4.5",
- "serde",
- "thiserror 1.0.69",
- "tracing",
- "yoke 0.7.5",
-]
+checksum = "562d481066bde0658276a35467c4af00bdc6ee726305698a55b86e61d7ad82bb"
 
 [[package]]
 name = "unicode-ident"
-version = "1.0.18"
+version = "1.0.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5a5f39404a5da50712a4c1eecf25e90dd62b613502b7e925fd4e4d19b5c96512"
+checksum = "9312f7c4f6ff9069b165498234ce8be658059c6728633667c526e27dc2cf1df5"
 
 [[package]]
 name = "unicode-normalization"
-version = "0.1.24"
+version = "0.1.25"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5033c97c4262335cded6d6fc3e5c18ab755e1a3dc96376350f3d8e9f009ad956"
+checksum = "5fd4f6878c9cb28d874b009da9e8d183b5abc80117c40bbd187a1fde336be6e8"
 dependencies = [
  "tinyvec",
 ]
@@ -5892,6 +6726,18 @@ version = "0.2.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ebc1c04c71510c7f702b52b7c350734c9ff1295c464a03335b00bb84fc54f853"
 
+[[package]]
+name = "unicode_categories"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "39ec24b3121d976906ece63c9daad25b85969647682eee313cb5779fdd69e14e"
+
+[[package]]
+name = "unindent"
+version = "0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7264e107f553ccae879d21fbea1d6724ac785e8c3bfc762137959b5802826ef3"
+
 [[package]]
 name = "universal-hash"
 version = "0.5.1"
@@ -5934,9 +6780,9 @@ dependencies = [
 
 [[package]]
 name = "url"
-version = "2.5.7"
+version = "2.5.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08bc136a29a3d1758e07a9cca267be308aeebf5cfd5a10f3f67ab2097683ef5b"
+checksum = "ff67a8a4397373c3ef660812acab3268222035010ab8680ec4215f38ba3d0eed"
 dependencies = [
  "form_urlencoded",
  "idna",
@@ -5964,11 +6810,11 @@ checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
 
 [[package]]
 name = "uuid"
-version = "1.18.1"
+version = "1.20.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2f87b8aa10b915a06587d0dec516c282ff295b475d94abf425d62b57710070a2"
+checksum = "ee48d38b119b0cd71fe4141b30f5ba9c7c5d9f4e7a3a8b4a674e4b6ef789976f"
 dependencies = [
- "getrandom 0.3.3",
+ "getrandom 0.3.4",
  "js-sys",
  "rand 0.9.2",
  "wasm-bindgen",
@@ -5999,7 +6845,7 @@ checksum = "41b6d82be61465f97d42bd1d15bf20f3b0a3a0905018f38f9d6f6962055b0b5c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -6014,12 +6860,6 @@ version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "579a42fc0b8e0c63b76519a339be31bed574929511fa53c1a3acae26eb258f29"
 
-[[package]]
-name = "version-compare"
-version = "0.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "852e951cb7832cb45cb1169900d19760cfa39b82bc0ea9c0e5a14ae88411c98b"
-
 [[package]]
 name = "version_check"
 version = "0.9.5"
@@ -6042,6 +6882,15 @@ dependencies = [
  "winapi-util",
 ]
 
+[[package]]
+name = "want"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bfa7760aed19e106de2c7c0b581b509f2f25d3dacaf737cb82ac61bc6d760b0e"
+dependencies = [
+ "try-lock",
+]
+
 [[package]]
 name = "wasi"
 version = "0.11.1+wasi-snapshot-preview1"
@@ -6049,19 +6898,19 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ccf3ec651a847eb01de73ccad15eb7d99f80485de043efb2f370cd654f4ea44b"
 
 [[package]]
-name = "wasi"
-version = "0.14.3+wasi-0.2.4"
+name = "wasip2"
+version = "1.0.2+wasi-0.2.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6a51ae83037bdd272a9e28ce236db8c07016dd0d50c27038b3f407533c030c95"
+checksum = "9517f9239f02c069db75e65f174b3da828fe5f5b945c4dd26bd25d89c03ebcf5"
 dependencies = [
  "wit-bindgen",
 ]
 
 [[package]]
 name = "wasm-bindgen"
-version = "0.2.101"
+version = "0.2.108"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7e14915cadd45b529bb8d1f343c4ed0ac1de926144b746e2710f9cd05df6603b"
+checksum = "64024a30ec1e37399cf85a7ffefebdb72205ca1c972291c51512360d90bd8566"
 dependencies = [
  "cfg-if",
  "once_cell",
@@ -6070,27 +6919,14 @@ dependencies = [
  "wasm-bindgen-shared",
 ]
 
-[[package]]
-name = "wasm-bindgen-backend"
-version = "0.2.101"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e28d1ba982ca7923fd01448d5c30c6864d0a14109560296a162f80f305fb93bb"
-dependencies = [
- "bumpalo",
- "log",
- "proc-macro2",
- "quote",
- "syn 2.0.106",
- "wasm-bindgen-shared",
-]
-
 [[package]]
 name = "wasm-bindgen-futures"
-version = "0.4.51"
+version = "0.4.58"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0ca85039a9b469b38336411d6d6ced91f3fc87109a2a27b0c197663f5144dffe"
+checksum = "70a6e77fd0ae8029c9ea0063f87c46fde723e7d887703d74ad2616d792e51e6f"
 dependencies = [
  "cfg-if",
+ "futures-util",
  "js-sys",
  "once_cell",
  "wasm-bindgen",
@@ -6099,9 +6935,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro"
-version = "0.2.101"
+version = "0.2.108"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7c3d463ae3eff775b0c45df9da45d68837702ac35af998361e2c84e7c5ec1b0d"
+checksum = "008b239d9c740232e71bd39e8ef6429d27097518b6b30bdf9086833bd5b6d608"
 dependencies = [
  "quote",
  "wasm-bindgen-macro-support",
@@ -6109,31 +6945,31 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro-support"
-version = "0.2.101"
+version = "0.2.108"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7bb4ce89b08211f923caf51d527662b75bdc9c9c7aab40f86dcb9fb85ac552aa"
+checksum = "5256bae2d58f54820e6490f9839c49780dff84c65aeab9e772f15d5f0e913a55"
 dependencies = [
+ "bumpalo",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
- "wasm-bindgen-backend",
+ "syn 2.0.114",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-shared"
-version = "0.2.101"
+version = "0.2.108"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f143854a3b13752c6950862c906306adb27c7e839f7414cec8fea35beab624c1"
+checksum = "1f01b580c9ac74c8d8f0c0e4afb04eeef2acf145458e52c03845ee9cd23e3d12"
 dependencies = [
  "unicode-ident",
 ]
 
 [[package]]
 name = "web-sys"
-version = "0.3.78"
+version = "0.3.85"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "77e4b637749ff0d92b8fad63aa1f7cff3cbe125fd49c175cd6345e7272638b12"
+checksum = "312e32e551d92129218ea9a2452120f4aabc03529ef03e4d0d82fb2780608598"
 dependencies = [
  "js-sys",
  "wasm-bindgen",
@@ -6155,32 +6991,33 @@ version = "0.26.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "521bc38abb08001b01866da9f51eb7c5d647a19260e00054a8c7fd5f9e57f7a9"
 dependencies = [
- "webpki-roots 1.0.2",
+ "webpki-roots 1.0.6",
 ]
 
 [[package]]
 name = "webpki-roots"
-version = "1.0.2"
+version = "1.0.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7e8983c3ab33d6fb807cfcdad2491c4ea8cbc8ed839181c7dfd9c67c83e261b2"
+checksum = "22cfaf3c063993ff62e73cb4311efde4db1efb31ab78a3e5c457939ad5cc0bed"
 dependencies = [
  "rustls-pki-types",
 ]
 
 [[package]]
 name = "weezl"
-version = "0.1.10"
+version = "0.1.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a751b3277700db47d3e574514de2eced5e54dc8a5436a3bf7a0b248b2cee16f3"
+checksum = "a28ac98ddc8b9274cb41bb4d9d4d5c425b6020c50c46f25559911905610b4a88"
 
 [[package]]
 name = "wgpu"
-version = "25.0.2"
+version = "26.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ec8fb398f119472be4d80bc3647339f56eb63b2a331f6a3d16e25d8144197dd9"
+checksum = "70b6ff82bbf6e9206828e1a3178e851f8c20f1c9028e74dd3a8090741ccd5798"
 dependencies = [
  "arrayvec 0.7.6",
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
+ "cfg-if",
  "cfg_aliases",
  "document-features",
  "hashbrown 0.15.5",
@@ -6203,14 +7040,14 @@ dependencies = [
 
 [[package]]
 name = "wgpu-core"
-version = "25.0.2"
+version = "26.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f7b882196f8368511d613c6aeec80655160db6646aebddf8328879a88d54e500"
+checksum = "d5f62f1053bd28c2268f42916f31588f81f64796e2ff91b81293515017ca8bd9"
 dependencies = [
  "arrayvec 0.7.6",
  "bit-set",
  "bit-vec",
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
  "cfg_aliases",
  "document-features",
  "hashbrown 0.15.5",
@@ -6222,9 +7059,9 @@ dependencies = [
  "portable-atomic",
  "profiling",
  "raw-window-handle",
- "rustc-hash",
+ "rustc-hash 1.1.0",
  "smallvec",
- "thiserror 2.0.16",
+ "thiserror 2.0.18",
  "wgpu-core-deps-apple",
  "wgpu-core-deps-emscripten",
  "wgpu-core-deps-windows-linux-android",
@@ -6234,42 +7071,42 @@ dependencies = [
 
 [[package]]
 name = "wgpu-core-deps-apple"
-version = "25.0.0"
+version = "26.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cfd488b3239b6b7b185c3b045c39ca6bf8af34467a4c5de4e0b1a564135d093d"
+checksum = "18ae5fbde6a4cbebae38358aa73fcd6e0f15c6144b67ef5dc91ded0db125dbdf"
 dependencies = [
  "wgpu-hal",
 ]
 
 [[package]]
 name = "wgpu-core-deps-emscripten"
-version = "25.0.0"
+version = "26.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f09ad7aceb3818e52539acc679f049d3475775586f3f4e311c30165cf2c00445"
+checksum = "d7670e390f416006f746b4600fdd9136455e3627f5bd763abf9a65daa216dd2d"
 dependencies = [
  "wgpu-hal",
 ]
 
 [[package]]
 name = "wgpu-core-deps-windows-linux-android"
-version = "25.0.0"
+version = "26.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cba5fb5f7f9c98baa7c889d444f63ace25574833df56f5b817985f641af58e46"
+checksum = "720a5cb9d12b3d337c15ff0e24d3e97ed11490ff3f7506e7f3d98c68fa5d6f14"
 dependencies = [
  "wgpu-hal",
 ]
 
 [[package]]
 name = "wgpu-hal"
-version = "25.0.2"
+version = "26.0.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f968767fe4d3d33747bbd1473ccd55bf0f6451f55d733b5597e67b5deab4ad17"
+checksum = "a8d0e67224cc7305b3b4eb2cc57ca4c4c3afc665c1d1bee162ea806e19c47bdd"
 dependencies = [
  "android_system_properties",
  "arrayvec 0.7.6",
  "ash",
  "bit-set",
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
  "block",
  "bytemuck",
  "cfg-if",
@@ -6293,12 +7130,13 @@ dependencies = [
  "ordered-float 4.6.0",
  "parking_lot",
  "portable-atomic",
+ "portable-atomic-util",
  "profiling",
  "range-alloc",
  "raw-window-handle",
  "renderdoc-sys",
  "smallvec",
- "thiserror 2.0.16",
+ "thiserror 2.0.18",
  "wasm-bindgen",
  "web-sys",
  "wgpu-types",
@@ -6308,15 +7146,15 @@ dependencies = [
 
 [[package]]
 name = "wgpu-types"
-version = "25.0.0"
+version = "26.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2aa49460c2a8ee8edba3fca54325540d904dd85b2e086ada762767e17d06e8bc"
+checksum = "eca7a8d8af57c18f57d393601a1fb159ace8b2328f1b6b5f80893f7d672c9ae2"
 dependencies = [
- "bitflags 2.9.4",
+ "bitflags 2.10.0",
  "bytemuck",
  "js-sys",
  "log",
- "thiserror 2.0.16",
+ "thiserror 2.0.18",
  "web-sys",
 ]
 
@@ -6348,11 +7186,11 @@ checksum = "ac3b87c63620426dd9b991e5ce0329eff545bccbbb34f3be09ff6fb6ab51b7b6"
 
 [[package]]
 name = "winapi-util"
-version = "0.1.10"
+version = "0.1.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0978bf7171b3d90bac376700cb56d606feb40f251a475a5d6634613564460b22"
+checksum = "c2a7b1c03c876122aa43f3020e6c3c3ee5c05081c9a00739faf7503aeba10d22"
 dependencies = [
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -6412,8 +7250,8 @@ version = "0.61.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c0fdd3ddb90610c7638aa2b3a3ab2904fb9e5cdbecc643ddb3647212781c4ae3"
 dependencies = [
- "windows-implement 0.60.0",
- "windows-interface 0.59.1",
+ "windows-implement 0.60.2",
+ "windows-interface 0.59.3",
  "windows-link 0.1.3",
  "windows-result 0.3.4",
  "windows-strings 0.4.2",
@@ -6438,18 +7276,18 @@ checksum = "2bbd5b46c938e506ecbce286b6628a02171d56153ba733b6c741fc627ec9579b"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "windows-implement"
-version = "0.60.0"
+version = "0.60.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a47fddd13af08290e67f4acabf4b459f647552718f683a7b415d290ac744a836"
+checksum = "053e2e040ab57b9dc951b72c264860db7eb3b0200ba345b4e4c3b14f67855ddf"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -6460,18 +7298,18 @@ checksum = "053c4c462dc91d3b1504c6fe5a726dd15e216ba718e84a0e46a88fbe5ded3515"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "windows-interface"
-version = "0.59.1"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bd9211b69f8dcdfa817bfd14bf1c97c9188afa36f4750130fcdf3f400eca9fa8"
+checksum = "3f316c4a2570ba26bbec722032c4099d8c8bc095efccdc15688708623367e358"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -6482,9 +7320,9 @@ checksum = "5e6ad25900d524eaabdbbb96d20b4311e1e7ae1699af4fb28c17ae66c80d798a"
 
 [[package]]
 name = "windows-link"
-version = "0.2.0"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "45e46c0661abb7180e7b9c281db115305d49ca1709ab8242adf09666d2173c65"
+checksum = "f0805222e57f7521d6a62e36fa9163bc891acd422f971defe97d64e70d0a4fe5"
 
 [[package]]
 name = "windows-numerics"
@@ -6557,16 +7395,16 @@ version = "0.60.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f2f500e4d28234f72040990ec9d39e3a6b950f9f22d3dba18416c35882612bcb"
 dependencies = [
- "windows-targets 0.53.3",
+ "windows-targets 0.53.5",
 ]
 
 [[package]]
 name = "windows-sys"
-version = "0.61.0"
+version = "0.61.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e201184e40b2ede64bc2ea34968b28e33622acdbbf37104f0e4a33f7abe657aa"
+checksum = "ae137229bcbd6cdf0f7b80a31df61766145077ddf49416a728b02cb3921ff3fc"
 dependencies = [
- "windows-link 0.2.0",
+ "windows-link 0.2.1",
 ]
 
 [[package]]
@@ -6587,19 +7425,19 @@ dependencies = [
 
 [[package]]
 name = "windows-targets"
-version = "0.53.3"
+version = "0.53.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d5fe6031c4041849d7c496a8ded650796e7b6ecc19df1a431c1a363342e5dc91"
+checksum = "4945f9f551b88e0d65f3db0bc25c33b8acea4d9e41163edf90dcd0b19f9069f3"
 dependencies = [
- "windows-link 0.1.3",
- "windows_aarch64_gnullvm 0.53.0",
- "windows_aarch64_msvc 0.53.0",
- "windows_i686_gnu 0.53.0",
- "windows_i686_gnullvm 0.53.0",
- "windows_i686_msvc 0.53.0",
- "windows_x86_64_gnu 0.53.0",
- "windows_x86_64_gnullvm 0.53.0",
- "windows_x86_64_msvc 0.53.0",
+ "windows-link 0.2.1",
+ "windows_aarch64_gnullvm 0.53.1",
+ "windows_aarch64_msvc 0.53.1",
+ "windows_i686_gnu 0.53.1",
+ "windows_i686_gnullvm 0.53.1",
+ "windows_i686_msvc 0.53.1",
+ "windows_x86_64_gnu 0.53.1",
+ "windows_x86_64_gnullvm 0.53.1",
+ "windows_x86_64_msvc 0.53.1",
 ]
 
 [[package]]
@@ -6619,9 +7457,9 @@ checksum = "32a4622180e7a0ec044bb555404c800bc9fd9ec262ec147edd5989ccd0c02cd3"
 
 [[package]]
 name = "windows_aarch64_gnullvm"
-version = "0.53.0"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "86b8d5f90ddd19cb4a147a5fa63ca848db3df085e25fee3cc10b39b6eebae764"
+checksum = "a9d8416fa8b42f5c947f8482c43e7d89e73a173cead56d044f6a56104a6d1b53"
 
 [[package]]
 name = "windows_aarch64_msvc"
@@ -6631,9 +7469,9 @@ checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469"
 
 [[package]]
 name = "windows_aarch64_msvc"
-version = "0.53.0"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c7651a1f62a11b8cbd5e0d42526e55f2c99886c77e007179efff86c2b137e66c"
+checksum = "b9d782e804c2f632e395708e99a94275910eb9100b2114651e04744e9b125006"
 
 [[package]]
 name = "windows_i686_gnu"
@@ -6643,9 +7481,9 @@ checksum = "8e9b5ad5ab802e97eb8e295ac6720e509ee4c243f69d781394014ebfe8bbfa0b"
 
 [[package]]
 name = "windows_i686_gnu"
-version = "0.53.0"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c1dc67659d35f387f5f6c479dc4e28f1d4bb90ddd1a5d3da2e5d97b42d6272c3"
+checksum = "960e6da069d81e09becb0ca57a65220ddff016ff2d6af6a223cf372a506593a3"
 
 [[package]]
 name = "windows_i686_gnullvm"
@@ -6655,9 +7493,9 @@ checksum = "0eee52d38c090b3caa76c563b86c3a4bd71ef1a819287c19d586d7334ae8ed66"
 
 [[package]]
 name = "windows_i686_gnullvm"
-version = "0.53.0"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ce6ccbdedbf6d6354471319e781c0dfef054c81fbc7cf83f338a4296c0cae11"
+checksum = "fa7359d10048f68ab8b09fa71c3daccfb0e9b559aed648a8f95469c27057180c"
 
 [[package]]
 name = "windows_i686_msvc"
@@ -6667,9 +7505,9 @@ checksum = "240948bc05c5e7c6dabba28bf89d89ffce3e303022809e73deaefe4f6ec56c66"
 
 [[package]]
 name = "windows_i686_msvc"
-version = "0.53.0"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "581fee95406bb13382d2f65cd4a908ca7b1e4c2f1917f143ba16efe98a589b5d"
+checksum = "1e7ac75179f18232fe9c285163565a57ef8d3c89254a30685b57d83a38d326c2"
 
 [[package]]
 name = "windows_x86_64_gnu"
@@ -6679,9 +7517,9 @@ checksum = "147a5c80aabfbf0c7d901cb5895d1de30ef2907eb21fbbab29ca94c5b08b1a78"
 
 [[package]]
 name = "windows_x86_64_gnu"
-version = "0.53.0"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2e55b5ac9ea33f2fc1716d1742db15574fd6fc8dadc51caab1c16a3d3b4190ba"
+checksum = "9c3842cdd74a865a8066ab39c8a7a473c0778a3f29370b5fd6b4b9aa7df4a499"
 
 [[package]]
 name = "windows_x86_64_gnullvm"
@@ -6691,9 +7529,9 @@ checksum = "24d5b23dc417412679681396f2b49f3de8c1473deb516bd34410872eff51ed0d"
 
 [[package]]
 name = "windows_x86_64_gnullvm"
-version = "0.53.0"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0a6e035dd0599267ce1ee132e51c27dd29437f63325753051e71dd9e42406c57"
+checksum = "0ffa179e2d07eee8ad8f57493436566c7cc30ac536a3379fdf008f47f6bb7ae1"
 
 [[package]]
 name = "windows_x86_64_msvc"
@@ -6703,24 +7541,24 @@ checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec"
 
 [[package]]
 name = "windows_x86_64_msvc"
-version = "0.53.0"
+version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "271414315aff87387382ec3d271b52d7ae78726f5d44ac98b4f4030c91880486"
+checksum = "d6bbff5f0aada427a1e5a6da5f1f98158182f26556f345ac9e04d36d0ebed650"
 
 [[package]]
 name = "winnow"
-version = "0.7.13"
+version = "0.7.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "21a0236b59786fed61e2a80582dd500fe61f18b5dca67a4a067d0bc9039339cf"
+checksum = "5a5364e9d77fcdeeaa6062ced926ee3381faa2ee02d3eb83a5c27a8825540829"
 dependencies = [
  "memchr",
 ]
 
 [[package]]
 name = "wit-bindgen"
-version = "0.45.1"
+version = "0.51.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5c573471f125075647d03df72e026074b7203790d41351cd6edc96f46bcccd36"
+checksum = "d7249219f66ced02969388cf2bb044a09756a083d0fab1e566056b04d9fbcaa5"
 
 [[package]]
 name = "wrapcenum-derive"
@@ -6731,20 +7569,36 @@ dependencies = [
  "darling 0.20.11",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "writeable"
-version = "0.6.1"
+version = "0.6.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ea2f10b9bb0928dfb1b42b65e1f9e36f7f54dbdf08457afefb38afcdec4fa2bb"
+checksum = "9edde0db4769d2dc68579893f2306b26c6ecfbe0ef499b013d731b7b9247e0b9"
+
+[[package]]
+name = "xattr"
+version = "1.6.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "32e45ad4206f6d2479085147f02bc2ef834ac85886624a23575ae137c8aa8156"
+dependencies = [
+ "libc",
+ "rustix 1.1.3",
+]
 
 [[package]]
 name = "xml-rs"
-version = "0.8.27"
+version = "0.8.28"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6fd8403733700263c6eb89f192880191f1b83e332f7a20371ddcf421c4a337c7"
+checksum = "3ae8337f8a065cfc972643663ea4279e04e7256de865aa66fe25cec5fb912d3f"
+
+[[package]]
+name = "y4m"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7a5a4b21e1a62b67a2970e6831bc091d7b87e119e7f9791aef9702e3bef04448"
 
 [[package]]
 name = "yansi"
@@ -6754,70 +7608,45 @@ checksum = "cfe53a6657fd280eaa890a3bc59152892ffa3e30101319d168b781ed6529b049"
 
 [[package]]
 name = "yoke"
-version = "0.7.5"
+version = "0.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "120e6aef9aa629e3d4f52dc8cc43a015c7724194c97dfaf45180d2daf2b77f40"
+checksum = "72d6e5c6afb84d73944e5cedb052c4680d5657337201555f9f2a16b7406d4954"
 dependencies = [
- "serde",
  "stable_deref_trait",
- "yoke-derive 0.7.5",
- "zerofrom",
-]
-
-[[package]]
-name = "yoke"
-version = "0.8.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f41bb01b8226ef4bfd589436a297c53d118f65921786300e427be8d487695cc"
-dependencies = [
- "serde",
- "stable_deref_trait",
- "yoke-derive 0.8.0",
+ "yoke-derive",
  "zerofrom",
 ]
 
 [[package]]
 name = "yoke-derive"
-version = "0.7.5"
+version = "0.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2380878cad4ac9aac1e2435f3eb4020e8374b5f13c296cb75b4620ff8e229154"
+checksum = "b659052874eb698efe5b9e8cf382204678a0086ebf46982b79d6ca3182927e5d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
- "synstructure 0.13.2",
-]
-
-[[package]]
-name = "yoke-derive"
-version = "0.8.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38da3c9736e16c5d3c8c597a9aaa5d1fa565d0532ae05e27c24aa62fb32c0ab6"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
  "synstructure 0.13.2",
 ]
 
 [[package]]
 name = "zerocopy"
-version = "0.8.26"
+version = "0.8.39"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1039dd0d3c310cf05de012d8a39ff557cb0d23087fd44cad61df08fc31907a2f"
+checksum = "db6d35d663eadb6c932438e763b262fe1a70987f9ae936e60158176d710cae4a"
 dependencies = [
  "zerocopy-derive",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.8.26"
+version = "0.8.39"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ecf5b4cc5364572d7f4c329661bcc82724222973f2cab6f050a4e5c22f75181"
+checksum = "4122cd3169e94605190e77839c9a40d40ed048d305bfdc146e7df40ab0f3e517"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -6837,47 +7666,47 @@ checksum = "d71e5d6e06ab090c67b5e44993ec16b72dcbaabc526db883a360057678b48502"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
  "synstructure 0.13.2",
 ]
 
 [[package]]
 name = "zeroize"
-version = "1.8.1"
+version = "1.8.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ced3678a2879b30306d323f4542626697a464a97c0a07c9aebf7ebca65cd4dde"
+checksum = "b97154e67e32c85465826e8bcc1c59429aaaf107c1e4a9e53c8d8ccd5eff88d0"
 
 [[package]]
 name = "zerotrie"
-version = "0.2.2"
+version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "36f0bbd478583f79edad978b407914f61b2972f5af6fa089686016be8f9af595"
+checksum = "2a59c17a5562d507e4b54960e8569ebee33bee890c70aa3fe7b97e85a9fd7851"
 dependencies = [
  "displaydoc",
- "yoke 0.8.0",
+ "yoke",
  "zerofrom",
 ]
 
 [[package]]
 name = "zerovec"
-version = "0.11.4"
+version = "0.11.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e7aa2bd55086f1ab526693ecbe444205da57e25f4489879da80635a46d90e73b"
+checksum = "6c28719294829477f525be0186d13efa9a3c602f7ec202ca9e353d310fb9a002"
 dependencies = [
- "yoke 0.8.0",
+ "yoke",
  "zerofrom",
  "zerovec-derive",
 ]
 
 [[package]]
 name = "zerovec-derive"
-version = "0.11.1"
+version = "0.11.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b96237efa0c878c64bd89c436f661be4e46b2f3eff1ebb976f7ef2321d2f58f"
+checksum = "eadce39539ca5cb3985590102671f2567e659fca9666581ad3411d59207951f3"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -6902,19 +7731,22 @@ dependencies = [
 
 [[package]]
 name = "zip"
-version = "1.1.4"
+version = "7.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9cc23c04387f4da0374be4533ad1208cbb091d5c11d070dfef13676ad6497164"
+checksum = "cc12baa6db2b15a140161ce53d72209dacea594230798c24774139b54ecaa980"
 dependencies = [
- "arbitrary",
  "crc32fast",
- "crossbeam-utils",
- "displaydoc",
  "indexmap",
- "num_enum",
- "thiserror 1.0.69",
+ "memchr",
+ "typed-path",
 ]
 
+[[package]]
+name = "zmij"
+version = "1.0.19"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3ff05f8caa9038894637571ae6b9e29466c1f4f829d26c9b28f869a29cbe3445"
+
 [[package]]
 name = "zstd"
 version = "0.11.2+zstd.1.5.2"
@@ -6950,6 +7782,12 @@ version = "0.4.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3f423a2c17029964870cfaabb1f13dfab7d092a62a29a89264f4d36990ca414a"
 
+[[package]]
+name = "zune-core"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cb8a0807f7c01457d0379ba880ba6322660448ddebc890ce29bb64da71fb40f9"
+
 [[package]]
 name = "zune-inflate"
 version = "0.2.54"
@@ -6965,5 +7803,14 @@ version = "0.4.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "29ce2c8a9384ad323cf564b67da86e21d3cfdff87908bc1223ed5c99bc792713"
 dependencies = [
- "zune-core",
+ "zune-core 0.4.12",
+]
+
+[[package]]
+name = "zune-jpeg"
+version = "0.5.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "410e9ecef634c709e3831c2cfdb8d9c32164fae1c67496d5b68fff728eec37fe"
+dependencies = [
+ "zune-core 0.5.1",
 ]
diff --git a/bot/Cargo.toml b/bot/Cargo.toml
index fa782fd..de957df 100644
--- a/bot/Cargo.toml
+++ b/bot/Cargo.toml
@@ -1,5 +1,5 @@
 [package]
-name = "bot"
+name = "trictrac-bot"
 version = "0.1.0"
 edition = "2021"
 
@@ -13,10 +13,10 @@ path = "src/burnrl/main.rs"
 pretty_assertions = "1.4.0"
 serde = { version = "1.0", features = ["derive"] }
 serde_json = "1.0"
-store = { path = "../store" }
-rand = "0.8"
+trictrac-store = { path = "../store" }
+rand = "0.9"
 env_logger = "0.10"
-burn = { version = "0.18", features = ["ndarray", "autodiff"] }
+burn = { version = "0.20", features = ["ndarray", "autodiff"] }
 burn-rl = { git = "https://github.com/yunjhongwu/burn-rl-examples.git", package = "burn-rl" }
 log = "0.4.20"
 confy = "1.0.0"
diff --git a/bot/python/test.py b/bot/python/test.py
new file mode 100644
index 0000000..8c4f16b
--- /dev/null
+++ b/bot/python/test.py
@@ -0,0 +1,5 @@
+import trictrac_store
+
+game = trictrac_store.TricTrac()
+print(game.current_player_idx())
+print(game.get_legal_actions(game.current_player_idx()))
diff --git a/bot/src/burnrl/environment.rs b/bot/src/burnrl/environment.rs
index 84c8311..6b5b2be 100644
--- a/bot/src/burnrl/environment.rs
+++ b/bot/src/burnrl/environment.rs
@@ -1,10 +1,10 @@
 use std::io::Write;
 
-use crate::training_common;
 use burn::{prelude::Backend, tensor::Tensor};
 use burn_rl::base::{Action, Environment, Snapshot, State};
-use rand::{thread_rng, Rng};
-use store::{GameEvent, GameState, PlayerId, PointsRules, Stage, TurnStage};
+use rand::{rng, Rng};
+use trictrac_store::training_common;
+use trictrac_store::{GameEvent, GameState, PlayerId, PointsRules, Stage, TurnStage};
 
 const ERROR_REWARD: f32 = -1.0012121;
 const REWARD_VALID_MOVE: f32 = 1.0012121;
@@ -52,10 +52,10 @@ pub struct TrictracAction {
 
 impl Action for TrictracAction {
     fn random() -> Self {
-        use rand::{thread_rng, Rng};
-        let mut rng = thread_rng();
+        use rand::{rng, Rng};
+        let mut rng = rng();
         TrictracAction {
-            index: rng.gen_range(0..Self::size() as u32),
+            index: rng.random_range(0..Self::size() as u32),
         }
     }
 
@@ -288,11 +288,11 @@ impl TrictracEnvironment {
                 // reward += REWARD_VALID_MOVE;
                 // Simuler le résultat des dés après un Roll
                 if matches!(action, TrictracAction::Roll) {
-                    let mut rng = thread_rng();
-                    let dice_values = (rng.gen_range(1..=6), rng.gen_range(1..=6));
+                    let mut rng = rng();
+                    let dice_values = (rng.random_range(1..=6), rng.random_range(1..=6));
                     let dice_event = GameEvent::RollResult {
                         player_id: self.active_player_id,
-                        dice: store::Dice {
+                        dice: trictrac_store::Dice {
                             values: dice_values,
                         },
                     };
@@ -340,18 +340,18 @@ impl TrictracEnvironment {
 
             // Exécuter l'action selon le turn_stage
             let mut calculate_points = false;
-            let opponent_color = store::Color::Black;
+            let opponent_color = trictrac_store::Color::Black;
             let event = match self.game.turn_stage {
                 TurnStage::RollDice => GameEvent::Roll {
                     player_id: self.opponent_id,
                 },
                 TurnStage::RollWaiting => {
-                    let mut rng = thread_rng();
-                    let dice_values = (rng.gen_range(1..=6), rng.gen_range(1..=6));
+                    let mut rng = rng();
+                    let dice_values = (rng.random_range(1..=6), rng.random_range(1..=6));
                     calculate_points = true;
                     GameEvent::RollResult {
                         player_id: self.opponent_id,
-                        dice: store::Dice {
+                        dice: trictrac_store::Dice {
                             values: dice_values,
                         },
                     }
@@ -371,7 +371,7 @@ impl TrictracEnvironment {
                     }
                 }
                 TurnStage::MarkAdvPoints => {
-                    let opponent_color = store::Color::Black;
+                    let opponent_color = trictrac_store::Color::Black;
                     let dice_roll_count = self
                         .game
                         .players
diff --git a/bot/src/burnrl/environment_valid.rs b/bot/src/burnrl/environment_valid.rs
index 7a709b4..df51781 100644
--- a/bot/src/burnrl/environment_valid.rs
+++ b/bot/src/burnrl/environment_valid.rs
@@ -1,8 +1,8 @@
-use crate::training_common;
 use burn::{prelude::Backend, tensor::Tensor};
 use burn_rl::base::{Action, Environment, Snapshot, State};
-use rand::{thread_rng, Rng};
-use store::{GameEvent, GameState, PlayerId, PointsRules, Stage, TurnStage};
+use rand::{rng, Rng};
+use trictrac_store::training_common;
+use trictrac_store::{GameEvent, GameState, PlayerId, PointsRules, Stage, TurnStage};
 
 const ERROR_REWARD: f32 = -1.0012121;
 const REWARD_RATIO: f32 = 0.1;
@@ -48,10 +48,10 @@ pub struct TrictracAction {
 
 impl Action for TrictracAction {
     fn random() -> Self {
-        use rand::{thread_rng, Rng};
-        let mut rng = thread_rng();
+        use rand::{rng, Rng};
+        let mut rng = rng();
         TrictracAction {
-            index: rng.gen_range(0..Self::size() as u32),
+            index: rng.random_range(0..Self::size() as u32),
         }
     }
 
@@ -258,11 +258,11 @@ impl TrictracEnvironment {
                 // reward += REWARD_VALID_MOVE;
                 // Simuler le résultat des dés après un Roll
                 if matches!(action, TrictracAction::Roll) {
-                    let mut rng = thread_rng();
-                    let dice_values = (rng.gen_range(1..=6), rng.gen_range(1..=6));
+                    let mut rng = rng();
+                    let dice_values = (rng.random_range(1..=6), rng.random_range(1..=6));
                     let dice_event = GameEvent::RollResult {
                         player_id: self.active_player_id,
-                        dice: store::Dice {
+                        dice: trictrac_store::Dice {
                             values: dice_values,
                         },
                     };
@@ -310,18 +310,18 @@ impl TrictracEnvironment {
 
             // Exécuter l'action selon le turn_stage
             let mut calculate_points = false;
-            let opponent_color = store::Color::Black;
+            let opponent_color = trictrac_store::Color::Black;
             let event = match self.game.turn_stage {
                 TurnStage::RollDice => GameEvent::Roll {
                     player_id: self.opponent_id,
                 },
                 TurnStage::RollWaiting => {
-                    let mut rng = thread_rng();
-                    let dice_values = (rng.gen_range(1..=6), rng.gen_range(1..=6));
+                    let mut rng = rng();
+                    let dice_values = (rng.random_range(1..=6), rng.random_range(1..=6));
                     calculate_points = true;
                     GameEvent::RollResult {
                         player_id: self.opponent_id,
-                        dice: store::Dice {
+                        dice: trictrac_store::Dice {
                             values: dice_values,
                         },
                     }
diff --git a/bot/src/burnrl/main.rs b/bot/src/burnrl/main.rs
index 5230ec0..9275f59 100644
--- a/bot/src/burnrl/main.rs
+++ b/bot/src/burnrl/main.rs
@@ -1,7 +1,7 @@
-use bot::burnrl::algos::{dqn, dqn_valid, ppo, ppo_valid, sac, sac_valid};
-use bot::burnrl::environment::TrictracEnvironment;
-use bot::burnrl::environment_valid::TrictracEnvironment as TrictracEnvironmentValid;
-use bot::burnrl::utils::{demo_model, Config};
+use trictrac_bot::burnrl::algos::{dqn, dqn_valid, ppo, ppo_valid, sac, sac_valid};
+use trictrac_bot::burnrl::environment::TrictracEnvironment;
+use trictrac_bot::burnrl::environment_valid::TrictracEnvironment as TrictracEnvironmentValid;
+use trictrac_bot::burnrl::utils::{demo_model, Config};
 use burn::backend::{Autodiff, NdArray};
 use burn_rl::base::ElemType;
 use std::env;
diff --git a/bot/src/lib.rs b/bot/src/lib.rs
index 0fc6fdf..8e68234 100644
--- a/bot/src/lib.rs
+++ b/bot/src/lib.rs
@@ -1,15 +1,16 @@
 pub mod burnrl;
 pub mod strategy;
-pub mod training_common;
 pub mod trictrac_board;
 
 use log::debug;
-use store::{CheckerMove, Color, GameEvent, GameState, PlayerId, PointsRules, Stage, TurnStage};
 pub use strategy::default::DefaultStrategy;
 pub use strategy::dqnburn::DqnBurnStrategy;
 pub use strategy::erroneous_moves::ErroneousStrategy;
 pub use strategy::random::RandomStrategy;
 pub use strategy::stable_baselines3::StableBaselines3Strategy;
+use trictrac_store::{
+    CheckerMove, Color, GameEvent, GameState, PlayerId, PointsRules, Stage, TurnStage,
+};
 
 pub trait BotStrategy: std::fmt::Debug {
     fn get_game(&self) -> &GameState;
@@ -70,7 +71,7 @@ impl Bot {
         debug!(">>>> {:?} BOT handle", self.color);
         let game = self.strategy.get_mut_game();
         let internal_event = if self.color == Color::Black {
-            &event.get_mirror()
+            &event.get_mirror(false)
         } else {
             event
         };
@@ -125,7 +126,7 @@ impl Bot {
             return if self.color == Color::Black {
                 debug!("   bot (internal) evt : {internal_event:?} ; points : {player_points:?}");
                 debug!("<<<< end {:?} BOT handle", self.color);
-                internal_event.map(|evt| evt.get_mirror())
+                internal_event.map(|evt| evt.get_mirror(false))
             } else {
                 debug!("<<<< end {:?} BOT handle", self.color);
                 internal_event
@@ -144,7 +145,7 @@ impl Bot {
 #[cfg(test)]
 mod tests {
     use super::*;
-    use store::{Dice, Stage};
+    use trictrac_store::{Dice, Stage};
 
     #[test]
     fn test_new() {
diff --git a/bot/src/strategy/default.rs b/bot/src/strategy/default.rs
index 628ce83..f8b191d 100644
--- a/bot/src/strategy/default.rs
+++ b/bot/src/strategy/default.rs
@@ -1,5 +1,5 @@
 use crate::{BotStrategy, CheckerMove, Color, GameState, PlayerId};
-use store::MoveRules;
+use trictrac_store::MoveRules;
 
 #[derive(Debug)]
 pub struct DefaultStrategy {
diff --git a/bot/src/strategy/dqnburn.rs b/bot/src/strategy/dqnburn.rs
index 2fea85e..ea58bc5 100644
--- a/bot/src/strategy/dqnburn.rs
+++ b/bot/src/strategy/dqnburn.rs
@@ -4,11 +4,13 @@ use burn_rl::base::{ElemType, Model, State};
 
 use crate::{BotStrategy, CheckerMove, Color, GameState, PlayerId};
 use log::info;
-use store::MoveRules;
+use trictrac_store::MoveRules;
 
 use crate::burnrl::algos::dqn;
 use crate::burnrl::environment;
-use crate::training_common::{get_valid_action_indices, sample_valid_action, TrictracAction};
+use trictrac_store::training_common::{
+    get_valid_action_indices, sample_valid_action, TrictracAction,
+};
 
 type DqnBurnNetwork = dqn::Net<NdArray<ElemType>>;
 
@@ -152,7 +154,7 @@ impl BotStrategy for DqnBurnStrategy {
                 to1 = if fto1 < 0 { 0 } else { fto1 as usize };
             }
 
-            let checker_move1 = store::CheckerMove::new(from1, to1).unwrap_or_default();
+            let checker_move1 = trictrac_store::CheckerMove::new(from1, to1).unwrap_or_default();
 
             let mut tmp_board = self.game.board.clone();
             let move_res = tmp_board.move_checker(&self.color, checker_move1);
diff --git a/bot/src/strategy/random.rs b/bot/src/strategy/random.rs
index 0bfd1c6..08d851d 100644
--- a/bot/src/strategy/random.rs
+++ b/bot/src/strategy/random.rs
@@ -1,5 +1,6 @@
 use crate::{BotStrategy, CheckerMove, Color, GameState, PlayerId};
-use store::MoveRules;
+use rand::{prelude::IndexedRandom, rng};
+use trictrac_store::MoveRules;
 
 #[derive(Debug)]
 pub struct RandomStrategy {
@@ -51,8 +52,7 @@ impl BotStrategy for RandomStrategy {
         let rules = MoveRules::new(&self.color, &self.game.board, self.game.dice);
         let possible_moves = rules.get_possible_moves_sequences(true, vec![]);
 
-        use rand::{seq::SliceRandom, thread_rng};
-        let mut rng = thread_rng();
+        let mut rng = rng();
         let choosen_move = possible_moves
             .choose(&mut rng)
             .cloned()
diff --git a/bot/src/strategy/stable_baselines3.rs b/bot/src/strategy/stable_baselines3.rs
index 541bfbb..78aa583 100644
--- a/bot/src/strategy/stable_baselines3.rs
+++ b/bot/src/strategy/stable_baselines3.rs
@@ -5,7 +5,7 @@ use std::io::Read;
 use std::io::Write;
 use std::path::Path;
 use std::process::Command;
-use store::MoveRules;
+use trictrac_store::MoveRules;
 
 #[derive(Debug)]
 pub struct StableBaselines3Strategy {
@@ -79,12 +79,12 @@ impl StableBaselines3Strategy {
 
         // Convertir l'étape du tour en entier
         let turn_stage = match self.game.turn_stage {
-            store::TurnStage::RollDice => 0,
-            store::TurnStage::RollWaiting => 1,
-            store::TurnStage::MarkPoints => 2,
-            store::TurnStage::HoldOrGoChoice => 3,
-            store::TurnStage::Move => 4,
-            store::TurnStage::MarkAdvPoints => 5,
+            trictrac_store::TurnStage::RollDice => 0,
+            trictrac_store::TurnStage::RollWaiting => 1,
+            trictrac_store::TurnStage::MarkPoints => 2,
+            trictrac_store::TurnStage::HoldOrGoChoice => 3,
+            trictrac_store::TurnStage::Move => 4,
+            trictrac_store::TurnStage::MarkAdvPoints => 5,
         };
 
         // Récupérer les points et trous des joueurs
diff --git a/bot/src/trictrac_board.rs b/bot/src/trictrac_board.rs
index 5e9fc7f..ecc5dcc 100644
--- a/bot/src/trictrac_board.rs
+++ b/bot/src/trictrac_board.rs
@@ -1,5 +1,4 @@
 // https://docs.rs/board-game/ implementation
-use crate::training_common::{get_valid_actions, TrictracAction};
 use board_game::board::{
     Board as BoardGameBoard, BoardDone, BoardMoves, Outcome, PlayError, Player as BoardGamePlayer,
 };
@@ -8,7 +7,8 @@ use internal_iterator::InternalIterator;
 use std::fmt;
 use std::hash::Hash;
 use std::ops::ControlFlow;
-use store::Color;
+use trictrac_store::training_common::{get_valid_actions, TrictracAction};
+use trictrac_store::Color;
 
 #[derive(Clone, Debug, Eq, PartialEq, Hash)]
 pub struct TrictracBoard(crate::GameState);
diff --git a/client_cli/Cargo.toml b/client_cli/Cargo.toml
index 6c1d4e1..e48a249 100644
--- a/client_cli/Cargo.toml
+++ b/client_cli/Cargo.toml
@@ -1,5 +1,5 @@
 [package]
-name = "client_cli"
+name = "trictrac-client_cli"
 version = "0.1.0"
 edition = "2021"
 
@@ -11,8 +11,8 @@ bincode = "1.3.3"
 pico-args = "0.5.0"
 pretty_assertions = "1.4.0"
 renet = "0.0.13"
-store = { path = "../store" }
-bot = { path = "../bot" }
+trictrac-store = { path = "../store" }
+trictrac-bot = { path = "../bot" }
 itertools = "0.13.0"
 env_logger = "0.11.6"
 log = "0.4.20"
diff --git a/client_cli/src/app.rs b/client_cli/src/app.rs
index 0c297dc..b803efe 100644
--- a/client_cli/src/app.rs
+++ b/client_cli/src/app.rs
@@ -1,11 +1,11 @@
-use bot::{
+use trictrac_bot::{
     BotStrategy, DefaultStrategy, DqnBurnStrategy, ErroneousStrategy, RandomStrategy,
     StableBaselines3Strategy,
 };
 use itertools::Itertools;
 
 use crate::game_runner::GameRunner;
-use store::{CheckerMove, GameEvent, GameState, Stage, TurnStage};
+use trictrac_store::{CheckerMove, GameEvent, GameState, Stage, TurnStage};
 
 #[derive(Debug, Default)]
 pub struct AppArgs {
diff --git a/client_cli/src/game_runner.rs b/client_cli/src/game_runner.rs
index b595c91..75c78b3 100644
--- a/client_cli/src/game_runner.rs
+++ b/client_cli/src/game_runner.rs
@@ -1,6 +1,6 @@
-use bot::{Bot, BotStrategy};
+use trictrac_bot::{Bot, BotStrategy};
 use log::{debug, error};
-use store::{CheckerMove, DiceRoller, GameEvent, GameState, PlayerId, TurnStage};
+use trictrac_store::{CheckerMove, DiceRoller, GameEvent, GameState, PlayerId, TurnStage};
 
 // Application Game
 #[derive(Debug, Default)]
@@ -117,8 +117,8 @@ impl GameRunner {
         }
 
         if let Some(winner) = self.state.determine_winner() {
-            next_event = Some(store::GameEvent::EndGame {
-                reason: store::EndGameReason::PlayerWon { winner },
+            next_event = Some(trictrac_store::GameEvent::EndGame {
+                reason: trictrac_store::EndGameReason::PlayerWon { winner },
             });
         }
 
diff --git a/devenv.lock b/devenv.lock
index c3d5629..37fe4a9 100644
--- a/devenv.lock
+++ b/devenv.lock
@@ -3,10 +3,10 @@
     "devenv": {
       "locked": {
         "dir": "src/modules",
-        "lastModified": 1753667201,
+        "lastModified": 1770390537,
         "owner": "cachix",
         "repo": "devenv",
-        "rev": "4d584d7686a50387f975879788043e55af9f0ad4",
+        "rev": "d6f45cc00829254a9a6f8807c8fbfaf3efa7e629",
         "type": "github"
       },
       "original": {
@@ -19,14 +19,14 @@
     "flake-compat": {
       "flake": false,
       "locked": {
-        "lastModified": 1747046372,
-        "owner": "edolstra",
+        "lastModified": 1767039857,
+        "owner": "NixOS",
         "repo": "flake-compat",
-        "rev": "9100a0f413b0c601e0533d1d94ffd501ce2e7885",
+        "rev": "5edf11c44bc78a0d334f6334cdaf7d60d732daab",
         "type": "github"
       },
       "original": {
-        "owner": "edolstra",
+        "owner": "NixOS",
         "repo": "flake-compat",
         "type": "github"
       }
@@ -40,10 +40,10 @@
         ]
       },
       "locked": {
-        "lastModified": 1750779888,
+        "lastModified": 1769939035,
         "owner": "cachix",
         "repo": "git-hooks.nix",
-        "rev": "16ec914f6fb6f599ce988427d9d94efddf25fe6d",
+        "rev": "a8ca480175326551d6c4121498316261cbb5b260",
         "type": "github"
       },
       "original": {
@@ -60,10 +60,10 @@
         ]
       },
       "locked": {
-        "lastModified": 1709087332,
+        "lastModified": 1762808025,
         "owner": "hercules-ci",
         "repo": "gitignore.nix",
-        "rev": "637db329424fd7e46cf4185293b9cc8c88c95394",
+        "rev": "cb5e3fdca1de58ccbc3ef53de65bd372b48f567c",
         "type": "github"
       },
       "original": {
@@ -74,24 +74,40 @@
     },
     "nixpkgs": {
       "locked": {
-        "lastModified": 1753432016,
+        "lastModified": 1770136044,
         "owner": "NixOS",
         "repo": "nixpkgs",
-        "rev": "6027c30c8e9810896b92429f0092f624f7b1aace",
+        "rev": "e576e3c9cf9bad747afcddd9e34f51d18c855b4e",
         "type": "github"
       },
       "original": {
         "owner": "NixOS",
-        "ref": "nixpkgs-unstable",
+        "ref": "nixos-25.11",
         "repo": "nixpkgs",
         "type": "github"
       }
     },
+    "nixpkgs-cmake3": {
+      "locked": {
+        "lastModified": 1758213207,
+        "owner": "NixOS",
+        "repo": "nixpkgs",
+        "rev": "f4b140d5b253f5e2a1ff4e5506edbf8267724bde",
+        "type": "github"
+      },
+      "original": {
+        "owner": "NixOS",
+        "repo": "nixpkgs",
+        "rev": "f4b140d5b253f5e2a1ff4e5506edbf8267724bde",
+        "type": "github"
+      }
+    },
     "root": {
       "inputs": {
         "devenv": "devenv",
         "git-hooks": "git-hooks",
         "nixpkgs": "nixpkgs",
+        "nixpkgs-cmake3": "nixpkgs-cmake3",
         "pre-commit-hooks": [
           "git-hooks"
         ]
diff --git a/devenv.nix b/devenv.nix
index 1b51c9d..f7a8daa 100644
--- a/devenv.nix
+++ b/devenv.nix
@@ -1,13 +1,16 @@
-{ pkgs, ... }:
+{ inputs, pkgs, ... }:
 
+let
+  pkgs-cmake3 = import inputs.nixpkgs-cmake3 { system = pkgs.stdenv.system; };
+in
 {
-
   packages = [
 
     # pour burn-rs
     pkgs.SDL2_gfx
     #  (compilation sdl2-sys)
-    pkgs.cmake
+    pkgs-cmake3.cmake
+    pkgs.libxcb
     pkgs.libffi
     pkgs.wayland-scanner
 
@@ -15,6 +18,12 @@
     pkgs.samply # code profiler
     pkgs.feedgnuplot # to visualize bots training results
 
+    # --- AI training with python ---
+    # generate python classes from rust code
+    pkgs.maturin
+    # required by python numpy
+    pkgs.libz
+
     # for bevy
     pkgs.alsa-lib
     pkgs.udev
@@ -47,6 +56,25 @@
   # https://devenv.sh/languages/
   languages.rust.enable = true;
 
+
+  # AI training with python
+  enterShell = ''
+    PYTHONPATH=$PYTHONPATH:$PWD/.devenv/state/venv/lib/python3/site-packages
+  '';
+
+  languages.python = {
+    enable = true;
+    uv.enable = true;
+    venv.enable = true;
+    venv.requirements = "
+      pip
+      gymnasium
+      numpy
+      stable-baselines3
+      shimmy
+    ";
+  };
+
   # https://devenv.sh/scripts/
   # scripts.hello.exec = "echo hello from $GREET";
 
diff --git a/devenv.yaml b/devenv.yaml
index 9860f42..4682ac6 100644
--- a/devenv.yaml
+++ b/devenv.yaml
@@ -1,3 +1,5 @@
 inputs:
   nixpkgs:
-    url: github:NixOS/nixpkgs/nixpkgs-unstable
\ No newline at end of file
+    url: github:NixOS/nixpkgs/nixos-25.11
+  nixpkgs-cmake3:
+    url: github:NixOS/nixpkgs/f4b140d5b253f5e2a1ff4e5506edbf8267724bde
diff --git a/doc/python.md b/doc/python.md
new file mode 100644
index 0000000..60fa378
--- /dev/null
+++ b/doc/python.md
@@ -0,0 +1,31 @@
+# Python bindings
+
+## Génération bindings
+
+```sh
+# Generate trictrac python lib as a wheel
+maturin build -m store/Cargo.toml --release
+# Install wheel in local python env
+pip install --no-deps --force-reinstall --prefix .devenv/state/venv target/wheels/*.whl
+```
+
+## Usage
+
+Pour vérifier l'accès à la lib : lancer le shell interactif `python`
+
+```python
+Python 3.13.11 (main, Dec  5 2025, 16:06:33) [GCC 15.2.0] on linux
+Type "help", "copyright", "credits" or "license" for more information.
+>>> import trictrac_store
+>>> game = trictrac_store.TricTrac()
+>>> game.get_active_player_id()
+1
+```
+
+### Appels depuis python
+
+`python bot/python/test.py`
+
+## Interfaces
+
+## Entraînement
diff --git a/justfile b/justfile
index 9c8bf58..33c0654 100644
--- a/justfile
+++ b/justfile
@@ -20,6 +20,7 @@ profile:
   cargo build --profile profiling
   samply record ./target/profiling/client_cli --bot dummy,dummy
 pythonlib:
+  rm -rf target/wheels
   maturin build -m store/Cargo.toml --release
   pip install --no-deps --force-reinstall --prefix .devenv/state/venv target/wheels/*.whl
 trainbot algo:
diff --git a/store/Cargo.toml b/store/Cargo.toml
index a071dd1..846e5fb 100644
--- a/store/Cargo.toml
+++ b/store/Cargo.toml
@@ -1,20 +1,23 @@
 [package]
-name = "store"
+name = "trictrac-store"
 version = "0.1.0"
 edition = "2021"
 
 # See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
 
 [lib]
-name = "store"
+name = "trictrac_store"
+# "cdylib" is necessary to produce a shared library for Python to import from.
 # Only "rlib" is needed for other Rust crates to use this library
-crate-type = ["rlib"]
+crate-type = ["cdylib", "rlib"]
 
 [dependencies]
 base64 = "0.21.7"
 # provides macros for creating log messages to be used by a logger (for example env_logger)
 log = "0.4.20"
 merge = "0.1.0"
-rand = "0.8.5"
+# generate python lib (with maturin) to be used in AI training
+pyo3 = { version = "0.23", features = ["extension-module", "abi3-py38"] }
+rand = "0.9"
 serde = { version = "1.0", features = ["derive"] }
 transpose = "0.2.2"
diff --git a/store/pyproject.toml b/store/pyproject.toml
new file mode 100644
index 0000000..f50d478
--- /dev/null
+++ b/store/pyproject.toml
@@ -0,0 +1,8 @@
+[build-system]
+requires = ["maturin>=1.0,<2.0"]
+build-backend = "maturin"
+
+[tool.maturin]
+# "extension-module" tells pyo3 we want to build an extension module (skips linking against libpython.so)
+features = ["pyo3/extension-module"]
+# python-source = "python"
diff --git a/store/src/dice.rs b/store/src/dice.rs
index 4b5fca6..7fe1400 100644
--- a/store/src/dice.rs
+++ b/store/src/dice.rs
@@ -1,4 +1,4 @@
-use rand::distributions::{Distribution, Uniform};
+use rand::distr::{Distribution, Uniform};
 use rand::{rngs::StdRng, SeedableRng};
 use serde::{Deserialize, Serialize};
 
@@ -17,7 +17,7 @@ impl DiceRoller {
     pub fn new(opt_seed: Option<u64>) -> Self {
         Self {
             rng: match opt_seed {
-                None => StdRng::from_rng(rand::thread_rng()).unwrap(),
+                None => StdRng::from_rng(&mut rand::rng()),
                 Some(seed) => SeedableRng::seed_from_u64(seed),
             },
         }
@@ -26,7 +26,7 @@ impl DiceRoller {
     /// Roll the dices which generates two random numbers between 1 and 6, replicating a perfect
     /// dice. We use the operating system's random number generator.
     pub fn roll(&mut self) -> Dice {
-        let between = Uniform::new_inclusive(1, 6);
+        let between = Uniform::new_inclusive(1, 6).expect("1 > 6 !?");
 
         let v = (between.sample(&mut self.rng), between.sample(&mut self.rng));
 
diff --git a/store/src/game.rs b/store/src/game.rs
index 4814349..b6f7603 100644
--- a/store/src/game.rs
+++ b/store/src/game.rs
@@ -2,13 +2,13 @@
 use crate::board::{Board, CheckerMove};
 use crate::dice::Dice;
 use crate::game_rules_moves::MoveRules;
-use crate::game_rules_points::{PointsRules, PossibleJans};
+use crate::game_rules_points::{PointsRules, PossibleJans, PossibleJansMethods};
 use crate::player::{Color, Player, PlayerId};
 use log::{debug, error};
 
 // use itertools::Itertools;
 use serde::{Deserialize, Serialize};
-use std::collections::HashMap;
+use std::collections::{HashMap, HashSet};
 use std::hash::{Hash, Hasher};
 use std::{fmt, str};
 
@@ -90,7 +90,12 @@ impl fmt::Display for GameState {
             self.stage, self.turn_stage
         ));
         s.push_str(&format!("Dice: {:?}\n", self.dice));
-        // s.push_str(&format!("Who plays: {}\n", self.who_plays().map(|player| &player.name ).unwrap_or("")));
+        s.push_str(&format!(
+            "Who plays: {}\n",
+            self.who_plays()
+                .map(|player| &player.name)
+                .unwrap_or(&String::from(""))
+        ));
         s.push_str(&format!("Board: {:?}\n", self.board));
         // s.push_str(&format!("History: {:?}\n", self.history));
         write!(f, "{s}")
@@ -138,6 +143,40 @@ impl GameState {
         game
     }
 
+    pub fn mirror(&self) -> GameState {
+        let mirrored_active_player = if self.active_player_id == 1 { 2 } else { 1 };
+        let mut mirrored_players = HashMap::new();
+        if let Some(p2) = self.players.get(&2) {
+            mirrored_players.insert(1, p2.mirror());
+        }
+        if let Some(p1) = self.players.get(&1) {
+            mirrored_players.insert(2, p1.mirror());
+        }
+        let mirrored_history = self
+            .history
+            .clone()
+            .iter()
+            .map(|evt| evt.get_mirror(false))
+            .collect();
+
+        let (move1, move2) = self.dice_moves;
+        GameState {
+            stage: self.stage,
+            turn_stage: self.turn_stage,
+            board: self.board.mirror(),
+            active_player_id: mirrored_active_player,
+            // active_player_id: self.active_player_id,
+            players: mirrored_players,
+            history: mirrored_history,
+            dice: self.dice,
+            dice_points: self.dice_points,
+            dice_moves: (move1.mirror(), move2.mirror()),
+            dice_jans: self.dice_jans.mirror(),
+            roll_first: self.roll_first,
+            schools_enabled: self.schools_enabled,
+        }
+    }
+
     fn set_schools_enabled(&mut self, schools_enabled: bool) {
         self.schools_enabled = schools_enabled;
     }
@@ -431,10 +470,12 @@ impl GameState {
             Roll { player_id } => {
                 // Check player exists
                 if !self.players.contains_key(player_id) {
+                    error!("unknown player_id");
                     return false;
                 }
                 // Check player is currently the one making their move
                 if self.active_player_id != *player_id {
+                    error!("not active player_id");
                     return false;
                 }
                 // Check the turn stage
@@ -531,6 +572,7 @@ impl GameState {
                     *moves
                 };
                 if !rules.moves_follow_rules(&moves) {
+                    // println!(">>> rules not followed ");
                     error!("rules not followed ");
                     return false;
                 }
@@ -550,7 +592,7 @@ impl GameState {
 
     pub fn init_player(&mut self, player_name: &str) -> Option<PlayerId> {
         if self.players.len() > 2 {
-            println!("more than two players");
+            // println!("more than two players");
             return None;
         }
 
@@ -864,10 +906,12 @@ impl GameEvent {
         }
     }
 
-    pub fn get_mirror(&self) -> Self {
+    pub fn get_mirror(&self, preserve_player: bool) -> Self {
         // let mut mirror = self.clone();
         let mirror_player_id = if let Some(player_id) = self.player_id() {
-            if player_id == 1 {
+            if preserve_player {
+                player_id
+            } else if player_id == 1 {
                 2
             } else {
                 1
diff --git a/store/src/game_rules_moves.rs b/store/src/game_rules_moves.rs
index 31c43fa..aefc94e 100644
--- a/store/src/game_rules_moves.rs
+++ b/store/src/game_rules_moves.rs
@@ -81,7 +81,8 @@ impl MoveRules {
             let is_allowed = self.moves_allowed(moves);
             // let is_allowed = self.moves_allowed(moves, ignored_rules);
             if is_allowed.is_err() {
-                info!("Move not allowed : {:?}", is_allowed.unwrap_err());
+                println!("Move not allowed : {:?}", is_allowed.unwrap_err());
+                // info!("Move not allowed : {:?}", is_allowed.unwrap_err());
                 false
             } else {
                 true
@@ -99,6 +100,10 @@ impl MoveRules {
             if let Ok((field_count, Some(field_color))) = self.board.get_field_checkers(move0_from)
             {
                 if color != field_color || field_count < 2 {
+                    println!(
+                        "Move not physically possible 1. field_color {:?}, count {}",
+                        field_color, field_count
+                    );
                     info!("Move not physically possible");
                     return false;
                 }
@@ -110,6 +115,7 @@ impl MoveRules {
             if !self.board.passage_possible(color, &moves.0)
                 || !self.board.move_possible(color, &chained_move)
             {
+                println!("Tout d'une : Move not physically possible");
                 info!("Tout d'une : Move not physically possible");
                 return false;
             }
@@ -117,6 +123,11 @@ impl MoveRules {
             || !self.board.move_possible(color, &moves.1)
         {
             // Move is not physically possible
+            println!("Move not physically possible 2");
+            println!(
+                "board: {}, color: {:?} move: {:?}",
+                self.board, color, moves
+            );
             info!("Move not physically possible");
             return false;
         }
diff --git a/store/src/game_rules_points.rs b/store/src/game_rules_points.rs
index 4e94d08..5899579 100644
--- a/store/src/game_rules_points.rs
+++ b/store/src/game_rules_points.rs
@@ -69,10 +69,26 @@ pub type PossibleJans = HashMap<Jan, Vec<(CheckerMove, CheckerMove)>>;
 pub trait PossibleJansMethods {
     fn push(&mut self, jan: Jan, cmoves: (CheckerMove, CheckerMove));
     fn merge(&mut self, other: Self);
+    fn mirror(&self) -> Self;
     // fn get_points(&self) -> u8;
 }
 
 impl PossibleJansMethods for PossibleJans {
+    fn mirror(&self) -> Self {
+        self.clone()
+            .into_iter()
+            .map(|(jan, moves)| {
+                (
+                    jan,
+                    moves
+                        .into_iter()
+                        .map(|(m1, m2)| (m1.mirror(), m2.mirror()))
+                        .collect(),
+                )
+            })
+            .collect()
+    }
+
     fn push(&mut self, jan: Jan, cmoves: (CheckerMove, CheckerMove)) {
         if let Some(ways) = self.get_mut(&jan) {
             if !ways.contains(&cmoves) {
diff --git a/store/src/lib.rs b/store/src/lib.rs
index 58a5727..1bb8d1d 100644
--- a/store/src/lib.rs
+++ b/store/src/lib.rs
@@ -16,3 +16,8 @@ pub use board::CheckerMove;
 
 mod dice;
 pub use dice::{Dice, DiceRoller};
+
+pub mod training_common;
+
+// python interface "trictrac_engine" (for AI training..)
+mod pyengine;
diff --git a/store/src/player.rs b/store/src/player.rs
index d990a1f..fa1e099 100644
--- a/store/src/player.rs
+++ b/store/src/player.rs
@@ -1,9 +1,11 @@
+use pyo3::prelude::*;
 use serde::{Deserialize, Serialize};
 use std::fmt;
 
 // This just makes it easier to dissern between a player id and any ol' u64
 pub type PlayerId = u64;
 
+#[pyclass(eq, eq_int)]
 #[derive(Copy, Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
 pub enum Color {
     White,
@@ -46,6 +48,16 @@ impl Player {
         }
     }
 
+    pub fn mirror(&self) -> Self {
+        let mut player = self.clone();
+        player.color = if self.color == Color::White {
+            Color::Black
+        } else {
+            Color::White
+        };
+        player
+    }
+
     pub fn to_bits_string(&self) -> String {
         format!(
             "{:0>4b}{:0>4b}{:b}{:b}",
diff --git a/store/src/pyengine.rs b/store/src/pyengine.rs
new file mode 100644
index 0000000..7577954
--- /dev/null
+++ b/store/src/pyengine.rs
@@ -0,0 +1,145 @@
+//! # Expose trictrac game state and rules in a python module
+use pyo3::prelude::*;
+
+use crate::dice::Dice;
+use crate::game::{GameEvent, GameState, Stage, TurnStage};
+use crate::player::PlayerId;
+use crate::training_common::{get_valid_action_indices, TrictracAction};
+
+#[pyclass]
+struct TricTrac {
+    game_state: GameState,
+}
+
+#[pymethods]
+impl TricTrac {
+    #[new]
+    fn new() -> Self {
+        let mut game_state = GameState::new(false); // schools_enabled = false
+
+        // Initialiser 2 joueurs
+        game_state.init_player("player1");
+        game_state.init_player("player2");
+
+        // Commencer la partie avec le joueur 1
+        game_state.consume(&GameEvent::BeginGame { goes_first: 1 });
+
+        TricTrac { game_state }
+    }
+
+    fn needs_roll(&self) -> bool {
+        self.game_state.turn_stage == TurnStage::RollWaiting
+    }
+
+    fn is_game_ended(&self) -> bool {
+        self.game_state.stage == Stage::Ended
+    }
+
+    // 0 or 1
+    fn current_player_idx(&self) -> u64 {
+        self.game_state.active_player_id - 1
+    }
+
+    fn get_legal_actions(&self, player_idx: u64) -> Vec<usize> {
+        if player_idx == self.current_player_idx() {
+            if player_idx == 0 {
+                get_valid_action_indices(&self.game_state)
+            } else {
+                let mirror = self.game_state.mirror();
+                get_valid_action_indices(&mirror)
+            }
+        } else {
+            vec![]
+        }
+    }
+
+    fn action_to_string(&self, player_idx: u64, action_idx: usize) -> String {
+        TrictracAction::from_action_index(action_idx)
+            .map(|a| format!("{}:{}", player_idx, a))
+            .unwrap_or("unknown action".into())
+    }
+
+    fn apply_dice_roll(&mut self, dices: (u8, u8)) -> PyResult<()> {
+        let player_id = self.game_state.active_player_id;
+
+        if self.game_state.turn_stage != TurnStage::RollWaiting {
+            return Err(pyo3::exceptions::PyRuntimeError::new_err(
+                "Not in RollWaiting stage",
+            ));
+        }
+
+        let dice = Dice { values: dices };
+        self.game_state
+            .consume(&GameEvent::RollResult { player_id, dice });
+        Ok(())
+    }
+
+    fn apply_action(&mut self, action_idx: usize) -> PyResult<()> {
+        if let Some(event) = TrictracAction::from_action_index(action_idx).and_then(|a| {
+            let needs_mirror = self.game_state.active_player_id == 2;
+            let game_state = if needs_mirror {
+                &self.game_state.mirror()
+            } else {
+                &self.game_state
+            };
+            a.to_event(game_state)
+                .map(|e| if needs_mirror { e.get_mirror(false) } else { e })
+        }) {
+            if self.game_state.validate(&event) {
+                self.game_state.consume(&event);
+                return Ok(());
+            } else {
+                return Err(pyo3::exceptions::PyRuntimeError::new_err(
+                    "Action is invalid",
+                ));
+            }
+        }
+        Err(pyo3::exceptions::PyRuntimeError::new_err(
+            "Could not apply action",
+        ))
+    }
+
+    /// Get a player total score (holes & points)
+    fn get_score(&self, player_id: PlayerId) -> i32 {
+        if let Some(player) = self.game_state.players.get(&player_id) {
+            player.holes as i32 * 12 + player.points as i32
+        } else {
+            -1
+        }
+    }
+
+    fn get_players_scores(&self) -> [i32; 2] {
+        [self.get_score(1), self.get_score(2)]
+    }
+
+    fn get_tensor(&self, player_idx: u64) -> Vec<i8> {
+        if player_idx == 0 {
+            self.game_state.to_vec()
+        } else {
+            self.game_state.mirror().to_vec()
+        }
+    }
+
+    fn get_observation_string(&self, player_idx: u64) -> String {
+        if player_idx == 0 {
+            format!("{}", self.game_state)
+        } else {
+            format!("{}", self.game_state.mirror())
+        }
+    }
+
+    /// Afficher l'état du jeu (pour le débogage)
+    fn __str__(&self) -> String {
+        format!("{}", self.game_state)
+    }
+}
+
+/// A Python module implemented in Rust. The name of this function must match
+/// the `lib.name` setting in the `Cargo.toml`, else Python will not be able to
+/// import the module.
+#[pymodule]
+fn trictrac_store(m: &Bound<'_, PyModule>) -> PyResult<()> {
+    m.add_class::<TricTrac>()?;
+
+    Ok(())
+}
diff --git a/bot/src/training_common.rs b/store/src/training_common.rs
similarity index 78%
rename from bot/src/training_common.rs
rename to store/src/training_common.rs
index 8c85021..6427ea4 100644
--- a/bot/src/training_common.rs
+++ b/store/src/training_common.rs
@@ -3,8 +3,9 @@
 use std::cmp::{max, min};
 use std::fmt::{Debug, Display, Formatter};
 
+use crate::board::Board;
+use crate::{CheckerMove, Dice, GameEvent, GameState};
 use serde::{Deserialize, Serialize};
-use store::{CheckerMove, GameEvent, GameState};
 
 // 1 (Roll) + 1 (Go) + 512 (mouvements possibles)
 // avec 512 = 2 (choix du dé) * 16 * 16 (choix de la dame 0-15 pour chaque from)
@@ -15,7 +16,8 @@ pub const ACTION_SPACE_SIZE: usize = 514;
 pub enum TrictracAction {
     /// Lancer les dés
     Roll,
-    /// Continuer après avoir gagné un trou
+    /// Faire un nouveau 'relevé' (repositionnement des dames à l'état de départ) après avoir gagné un trou,
+    /// au lieu de continuer dans la position courante
     Go,
     /// Effectuer un mouvement de pions
     Move {
@@ -59,6 +61,22 @@ impl TrictracAction {
         }
     }
 
+    pub fn mirror(&self) -> TrictracAction {
+        match self {
+            TrictracAction::Roll => TrictracAction::Roll,
+            TrictracAction::Go => TrictracAction::Go,
+            TrictracAction::Move {
+                dice_order,
+                checker1,
+                checker2,
+            } => TrictracAction::Move {
+                dice_order: *dice_order,
+                checker1: if *checker1 == 0 { 0 } else { 25 - checker1 },
+                checker2: if *checker2 == 0 { 0 } else { 25 - checker2 },
+            },
+        }
+    }
+
     pub fn to_event(&self, state: &GameState) -> Option<GameEvent> {
         match self {
             TrictracAction::Roll => {
@@ -93,13 +111,17 @@ impl TrictracAction {
                     (state.dice.values.1, state.dice.values.0)
                 };
 
-                let color = &store::Color::White;
+                let color = &crate::Color::White;
                 let from1 = state
                     .board
                     .get_checker_field(color, *checker1 as u8)
                     .unwrap_or(0);
                 let mut to1 = from1 + dice1 as usize;
-                let checker_move1 = store::CheckerMove::new(from1, to1).unwrap_or_default();
+                if 24 < to1 {
+                    // exit board
+                    to1 = 0;
+                }
+                let checker_move1 = CheckerMove::new(from1, to1).unwrap_or_default();
 
                 let mut tmp_board = state.board.clone();
                 let move_result = tmp_board.move_checker(color, checker_move1);
@@ -111,6 +133,10 @@ impl TrictracAction {
                         .get_checker_field(color, *checker2 as u8)
                         .unwrap_or(0);
                     let mut to2 = from2 + dice2 as usize;
+                    if 24 < to2 {
+                        // exit board
+                        to2 = 0;
+                    }
 
                     // Gestion prise de coin par puissance
                     let opp_rest_field = 13;
@@ -119,8 +145,8 @@ impl TrictracAction {
                         to2 -= 1;
                     }
 
-                    let checker_move1 = store::CheckerMove::new(from1, to1).unwrap_or_default();
-                    let checker_move2 = store::CheckerMove::new(from2, to2).unwrap_or_default();
+                    let checker_move1 = CheckerMove::new(from1, to1).unwrap_or_default();
+                    let checker_move2 = CheckerMove::new(from2, to2).unwrap_or_default();
 
                     Some(GameEvent::Move {
                         player_id: state.active_player_id,
@@ -166,33 +192,11 @@ impl TrictracAction {
     pub fn action_space_size() -> usize {
         ACTION_SPACE_SIZE
     }
-
-    // pub fn to_game_event(&self, player_id: PlayerId, dice: Dice) -> GameEvent {
-    //     match action {
-    //         TrictracAction::Roll => Some(GameEvent::Roll { player_id }),
-    //         TrictracAction::Mark => Some(GameEvent::Mark { player_id, points }),
-    //         TrictracAction::Go => Some(GameEvent::Go { player_id }),
-    //         TrictracAction::Move {
-    //             dice_order,
-    //             from1,
-    //             from2,
-    //         } => {
-    //             // Effectuer un mouvement
-    //             let checker_move1 = store::CheckerMove::new(move1.0, move1.1).unwrap_or_default();
-    //             let checker_move2 = store::CheckerMove::new(move2.0, move2.1).unwrap_or_default();
-    //
-    //             Some(GameEvent::Move {
-    //                 player_id: self.agent_player_id,
-    //                 moves: (checker_move1, checker_move2),
-    //             })
-    //         }
-    //     };
-    // }
 }
 
 /// Obtient les actions valides pour l'état de jeu actuel
-pub fn get_valid_actions(game_state: &crate::GameState) -> Vec<TrictracAction> {
-    use store::TurnStage;
+pub fn get_valid_actions(game_state: &GameState) -> Vec<TrictracAction> {
+    use crate::TurnStage;
 
     let mut valid_actions = Vec::new();
 
@@ -215,11 +219,9 @@ pub fn get_valid_actions(game_state: &crate::GameState) -> Vec<TrictracAction> {
                 valid_actions.push(TrictracAction::Go);
 
                 // Ajoute aussi les mouvements possibles
-                let rules = store::MoveRules::new(&color, &game_state.board, game_state.dice);
+                let rules = crate::MoveRules::new(&color, &game_state.board, game_state.dice);
                 let possible_moves = rules.get_possible_moves_sequences(true, vec![]);
 
-                // Modififier checker_moves_to_trictrac_action si on doit gérer Black
-                assert_eq!(color, store::Color::White);
                 for (move1, move2) in possible_moves {
                     valid_actions.push(checker_moves_to_trictrac_action(
                         &move1, &move2, &color, game_state,
@@ -227,15 +229,13 @@ pub fn get_valid_actions(game_state: &crate::GameState) -> Vec<TrictracAction> {
                 }
             }
             TurnStage::Move => {
-                let rules = store::MoveRules::new(&color, &game_state.board, game_state.dice);
+                let rules = crate::MoveRules::new(&color, &game_state.board, game_state.dice);
                 let mut possible_moves = rules.get_possible_moves_sequences(true, vec![]);
                 if possible_moves.is_empty() {
                     // Empty move
                     possible_moves.push((CheckerMove::default(), CheckerMove::default()));
                 }
 
-                // Modififier checker_moves_to_trictrac_action si on doit gérer Black
-                assert_eq!(color, store::Color::White);
                 for (move1, move2) in possible_moves {
                     valid_actions.push(checker_moves_to_trictrac_action(
                         &move1, &move2, &color, game_state,
@@ -251,18 +251,40 @@ pub fn get_valid_actions(game_state: &crate::GameState) -> Vec<TrictracAction> {
     valid_actions
 }
 
-// Valid only for White player
 fn checker_moves_to_trictrac_action(
     move1: &CheckerMove,
     move2: &CheckerMove,
-    color: &store::Color,
-    state: &crate::GameState,
+    color: &crate::Color,
+    state: &GameState,
+) -> TrictracAction {
+    let dice = &state.dice;
+    let board = &state.board;
+
+    if color == &crate::Color::Black {
+        white_checker_moves_to_trictrac_action(
+            move1,
+            move2,
+            // &move1.clone().mirror(),
+            // &move2.clone().mirror(),
+            dice,
+            &board.clone().mirror(),
+        )
+        .mirror()
+    } else {
+        white_checker_moves_to_trictrac_action(move1, move2, dice, board)
+    }
+}
+
+fn white_checker_moves_to_trictrac_action(
+    move1: &CheckerMove,
+    move2: &CheckerMove,
+    dice: &Dice,
+    board: &Board,
 ) -> TrictracAction {
     let to1 = move1.get_to();
     let to2 = move2.get_to();
     let from1 = move1.get_from();
     let from2 = move2.get_from();
-    let dice = state.dice;
 
     let mut diff_move1 = if to1 > 0 {
         // Mouvement sans sortie
@@ -298,14 +320,14 @@ fn checker_moves_to_trictrac_action(
     }
     let dice_order = diff_move1 == dice.values.0 as usize;
 
-    let checker1 = state.board.get_field_checker(color, from1) as usize;
-    let mut tmp_board = state.board.clone();
+    let checker1 = board.get_field_checker(&crate::Color::White, from1) as usize;
+    let mut tmp_board = board.clone();
     // should not raise an error for a valid action
-    let move_res = tmp_board.move_checker(color, *move1);
+    let move_res = tmp_board.move_checker(&crate::Color::White, *move1);
     if move_res.is_err() {
         panic!("error while moving checker {move_res:?}");
     }
-    let checker2 = tmp_board.get_field_checker(color, from2) as usize;
+    let checker2 = tmp_board.get_field_checker(&crate::Color::White, from2) as usize;
     TrictracAction::Move {
         dice_order,
         checker1,
@@ -314,7 +336,7 @@ fn checker_moves_to_trictrac_action(
 }
 
 /// Retourne les indices des actions valides
-pub fn get_valid_action_indices(game_state: &crate::GameState) -> Vec<usize> {
+pub fn get_valid_action_indices(game_state: &GameState) -> Vec<usize> {
     get_valid_actions(game_state)
         .into_iter()
         .map(|action| action.to_action_index())
@@ -322,11 +344,11 @@ pub fn get_valid_action_indices(game_state: &crate::GameState) -> Vec<usize> {
 }
 
 /// Sélectionne une action valide aléatoire
-pub fn sample_valid_action(game_state: &crate::GameState) -> Option<TrictracAction> {
-    use rand::{seq::SliceRandom, thread_rng};
+pub fn sample_valid_action(game_state: &GameState) -> Option<TrictracAction> {
+    use rand::{prelude::IndexedRandom, rng};
 
     let valid_actions = get_valid_actions(game_state);
-    let mut rng = thread_rng();
+    let mut rng = rng();
     valid_actions.choose(&mut rng).cloned()
 }