Switch classifier sessions onto bread-onnx v0.7.2

Replace local ort Session::builder/ROCm wiring with bread_onnx::build_session
(MIGraphX + CPU fallback, same pin as breadmill). Drop the breadman
chip/init_adw shim now that bread-theme v0.7.4 exports those helpers.

Cargo.lock

@@ -302,6 +302,21 @@ dependencies = [
  "piper",
 ]
 
+[[package]]
+name = "bread-onnx"
+version = "0.7.2"
+source = "git+https://git.breadway.dev/Breadway/bread-ecosystem?tag=v0.7.2#30517f161724132cdeb658c04cf5e490be07ee73"
+dependencies = [
+ "anyhow",
+ "bread-utils",
+ "hex",
+ "ort",
+ "sha2",
+ "tokenizers",
+ "tracing",
+ "ureq",
+]
+
 [[package]]
 name = "bread-screenshots"
 version = "0.7.2"
@@ -393,12 +408,12 @@ name = "breadpad-shared"
 version = "0.5.3"
 dependencies = [
  "anyhow",
+ "bread-onnx",
  "bread-theme",
  "chrono",
  "dirs 5.0.1",
  "gtk4",
  "ical",
- "ndarray 0.16.1",
  "ort",
  "regex",
  "reqwest",
@@ -664,6 +679,18 @@ dependencies = [
  "windows-sys 0.59.0",
 ]
 
+[[package]]
+name = "console"
+version = "0.16.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4fe5f465a4f6fee88fad41b85d990f84c835335e85b5d9e6e63e0d06d28cba7c"
+dependencies = [
+ "encode_unicode",
+ "libc",
+ "unicode-width",
+ "windows-sys 0.61.2",
+]
+
 [[package]]
 name = "convert_case"
 version = "0.10.0"
@@ -764,6 +791,12 @@ dependencies = [
  "typenum",
 ]
 
+[[package]]
+name = "daachorse"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6f55d7153ba3b507595872a3874803f07a8a81d1e888abed8e5db7da0597d6e2"
+
 [[package]]
 name = "darling"
 version = "0.20.11"
@@ -994,6 +1027,9 @@ name = "esaxx-rs"
 version = "0.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d817e038c30374a4bcb22f94d0a8a0e216958d4c3dcde369b1439fec4bdda6e6"
+dependencies = [
+ "cc",
+]
 
 [[package]]
 name = "event-listener"
@@ -1017,9 +1053,9 @@ dependencies = [
 
 [[package]]
 name = "fancy-regex"
-version = "0.14.0"
+version = "0.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6e24cb5a94bcae1e5408b0effca5cd7172ea3c5755049c5f3af4cd283a165298"
+checksum = "72cf461f865c862bb7dc573f643dd6a2b6842f7c30b07882b56bd148cc2761b8"
 dependencies = [
  "bit-set",
  "regex-automata",
@@ -1530,7 +1566,7 @@ checksum = "629d8f3bbeda9d148036d6b0de0a3ab947abd08ce90626327fc3547a49d59d97"
 dependencies = [
  "dirs 6.0.0",
  "http",
- "indicatif",
+ "indicatif 0.17.11",
  "libc",
  "log",
  "rand 0.9.5",
@@ -1827,13 +1863,26 @@ version = "0.17.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "183b3088984b400f4cfac3620d5e076c84da5364016b4f49473de574b2586235"
 dependencies = [
- "console",
+ "console 0.15.11",
  "number_prefix",
  "portable-atomic",
  "unicode-width",
  "web-time",
 ]
 
+[[package]]
+name = "indicatif"
+version = "0.18.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9433806cd6b4ec1aba79c021c7e4c58fb4c3b9977c085062e611ac929998fb0c"
+dependencies = [
+ "console 0.16.4",
+ "portable-atomic",
+ "unicode-width",
+ "unit-prefix",
+ "web-time",
+]
+
 [[package]]
 name = "ipnet"
 version = "2.12.1"
@@ -2077,21 +2126,6 @@ dependencies = [
  "syn 2.0.119",
 ]
 
-[[package]]
-name = "ndarray"
-version = "0.16.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "882ed72dce9365842bf196bdeedf5055305f11fc8c03dee7bb0194a6cad34841"
-dependencies = [
- "matrixmultiply",
- "num-complex",
- "num-integer",
- "num-traits",
- "portable-atomic",
- "portable-atomic-util",
- "rawpointer",
-]
-
 [[package]]
 name = "ndarray"
 version = "0.17.2"
@@ -2184,6 +2218,28 @@ version = "1.70.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "384b8ab6d37215f3c5301a95a4accb5d64aa607f1fcb26a11b5303878451b4fe"
 
+[[package]]
+name = "onig"
+version = "6.5.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0cc3cbf698f9438986c11a880c90a6d04b9de27575afd28bbf45b154b6c709e2"
+dependencies = [
+ "bitflags",
+ "libc",
+ "once_cell",
+ "onig_sys",
+]
+
+[[package]]
+name = "onig_sys"
+version = "69.9.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1e68317604e77e53b85896388e1a803c1d21b74c899ec9e5e1112db90735edd7"
+dependencies = [
+ "cc",
+ "pkg-config",
+]
+
 [[package]]
 name = "option-ext"
 version = "0.2.0"
@@ -2207,7 +2263,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4336a1e2b38848325241c72889086886004e589b7c74f335e60a8e8db5138a0b"
 dependencies = [
  "libloading",
- "ndarray 0.17.2",
+ "ndarray",
  "ort-sys",
  "smallvec",
  "tracing",
@@ -2938,6 +2994,17 @@ dependencies = [
  "digest",
 ]
 
+[[package]]
+name = "sha2"
+version = "0.10.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a7507d819769d01a365ab707794a4084392c824f54a7a6a7862f8c3d0892b283"
+dependencies = [
+ "cfg-if",
+ "cpufeatures 0.2.17",
+ "digest",
+]
+
 [[package]]
 name = "sharded-slab"
 version = "0.1.7"
@@ -3207,23 +3274,25 @@ checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
 
 [[package]]
 name = "tokenizers"
-version = "0.21.4"
+version = "0.23.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a620b996116a59e184c2fa2dfd8251ea34a36d0a514758c6f966386bd2e03476"
+checksum = "44e5bea67576e04b6ff8564c5d9e09c2ef0cf476502245f2f120e497769d3112"
 dependencies = [
  "ahash",
- "aho-corasick",
  "compact_str",
+ "daachorse",
  "dary_heap",
  "derive_builder",
  "esaxx-rs",
  "fancy-regex",
  "getrandom 0.3.4",
  "hf-hub",
+ "indicatif 0.18.6",
  "itertools",
  "log",
  "macro_rules_attribute",
  "monostate",
+ "onig",
  "paste",
  "rand 0.9.5",
  "rayon",
@@ -3538,6 +3607,12 @@ version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "39ec24b3121d976906ece63c9daad25b85969647682eee313cb5779fdd69e14e"
 
+[[package]]
+name = "unit-prefix"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "81e544489bf3d8ef66c953931f56617f423cd4b5494be343d9b9d3dda037b9a3"
+
 [[package]]
 name = "untrusted"
 version = "0.9.0"