Fix silent ROCm-to-CPU fallback: switch to MIGraphX; fix XDG tilde bugs
This is the actual bug the night's ecosystem-utils audit was looking for. classifier.rs::try_load_session requested ort::ep::ROCm (the classic ROCMExecutionProvider) first. Per this machine's own breadsearch-gpu- backends operator notes, that EP silently no-ops on this class of system: distro ROCm onnxruntime builds (Arch's onnxruntime-rocm) are commonly compiled with --use_migraphx, not --use_rocm, so ROCMExecutionProvider never actually registers — active_provider could report "ROCm (iGPU)" while every real inference secretly ran on CPU, with nothing surfacing that fact anywhere. Switched to ort::ep::MIGraphX via bread_onnx::build_session (path dependency for now, see the TODO in Cargo.toml), matching breadsearch's own already-correct embed.rs. Also fixed the same literal-tilde XDG fallback bug found across this pass (breadclip-core, breadmon, breadarr-shared) in three more places: classifier.rs::model_dir, config.rs::config_path, config.rs::style_css_path. Bumped the workspace's tokenizers pin 0.21 -> 0.23 to unify with bread-onnx's own requirement (breadarr already pins 0.23); verified via a full workspace build + test pass, no API changes needed at any call site. Validation, and an important finding: breadpad-shared's full test suite (unit: 181/181, config: 26/26, classifier integration: 15/15) passes clean. The pipeline.rs integration suite (16 tests, each building a real classifier session) surfaced ONE genuine, 100%-reproducible failure: plain_note_appears_in_store expects "retro went well today" to classify as Note, but MIGraphX execution classifies it as Question (CPU execution returns Note). This is not a regression from this change — it's proof the fix works: the GPU path was never actually running before, so this CPU-vs-GPU floating-point divergence on a borderline NLI classification was always latent and simply never observable. Left the test as-is (its failure now accurately reflects reality) rather than "fixing" it by reverting to the broken EP or silently forcing a test-only CPU path — that's a product/test-fixture decision for the owner, not something a duplication-extraction pass should decide unilaterally. See bread-onnx's companion fix (ORT_MIGRAPHX_MODEL_CACHE_PATH default) which cut this suite's wall time from 905s to 112s by letting compiled kernels persist across runs.
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source = "registry+https://github.com/rust-lang/crates.io-index"
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dependencies = [
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name = "breadman"
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"libc",
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version = "0.1.10"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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dependencies = [
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name = "fancy-regex"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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name = "indicatif"
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version = "0.18.6"
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version = "2.12.0"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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version = "6.5.3"
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name = "onig_sys"
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version = "69.9.3"
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name = "sha2"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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dependencies = [
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name = "untrusted"
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version = "0.9.0"
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