Bump ort from 2.0.0-rc.4 to 2.0.0-rc.6 in /src-tauri

[dependabot]

Bumps ort from 2.0.0-rc.4 to 2.0.0-rc.6.

Release notes

Sourced from ort's releases.

v2.0.0-rc.6

ort::Error refactor

ort::Error is no longer an enum, but rather an opaque struct with a message and a new ErrorCode field.

ort::Error still implements std::error::Error, so this change shouldn't be too breaking; however, if you were previously matching on ort::Errors, you'll have to refactor your code to instead match on the error's code (acquired with the Error::code() function).

AllocationDevice refactor

The AllocationDevice type has also been converted from an enum to a struct. Common devices like CUDA or DirectML are accessible via associated constants like AllocationDevice::CUDA & AllocationDevice::DIRECTML.

Features

• pykeio/ort@60f6eca Update to ONNX Runtime v1.19.2.
• pykeio/ort@9f4527c Added ModelMetadata::custom_keys() to get a Vec of all custom keys.
• pykeio/ort@bfa791d Add various SessionBuilder options affecting compute & graph optimizations.
• pykeio/ort@5e6fc6b Expose the underlying Allocator API. You can now allocate & free buffers acquired from a session or operator kernel context.
• pykeio/ort@52422ae Added ValueType::Optional.
• pykeio/ort@2576812 Added the Vitis AI execution provider for new AMD Ryzen AI chips.
• pykeio/ort@41ef65a Added the RKNPU execution provider for certain Rockchip NPUs.
• pykeio/ort@6b3e7a0 Added KernelContext::par_for, allowing operator kernels to use ONNX Runtime's thread pool without needing an extra dependency on a crate like rayon.

Fixes

• pykeio/ort@edcb219 Make environment initialization thread-safe. This should eliminate intermittent segfaults when running tests concurrently, like seen in #278.
• pykeio/ort@3072279 Linux dylibs no longer require version symlinks, fixing #269.
• pykeio/ort@bc70a0a Fixed unsatisfiable lifetime bounds when creating Tensors from &CowArrays.
• pykeio/ort@6592b17 Providing more inputs than the model expects no longer segfaults.
• pykeio/ort@b595048 Shave off dependencies by removing tracing's attributes feature - a --no-default-features build of ort now only builds 9 crates!
• pykeio/ort@c7ddbdb Removed the operator-libraries feature - you can still use SessionBuilder::with_operator_library, it's just no longer gated behind the feature!

If you have any questions about this release, we're here to help:

• Discord: #💬｜ort-discussions
• GitHub Discussions

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v2.0.0-rc.5

Possibly breaking

• Pre-built static libraries (i.e. not cuda or tensorrt) are now linked with /MD instead of /MT on Windows; i.e. MSVC CRT is no longer statically linked. This should resolve linking issues in some cases (particularly crates using other FFI libraries), but may cause issues for others. I have personally tested this in 2 internal pyke projects that depend on ort & many FFI libraries and haven't encountered any issues, but your mileage may vary.

Definitely breaking

• pykeio/ort@069ddfd ort now depends on ndarray 0.16.
• pykeio/ort@e2c4549 wasm32-unknown-unknown support has been removed.
  • Getting wasm32-unknown-unknown working in the first place was basically a miracle. Hacking ONNX Runtime to work outside of Emscripten took a lot of effort, but recent changes to Emscripten and ONNX Runtime have made this exponentially more difficult. Given I am not adequately versed on ONNX Runtime's internals, the nigh-impossibility of debugging weird errors, and the vow I took to write as little C++ as possible ever since I learned Rust, it's no longer feasible for me to work on WASM support for ort.
  • If you were using ort in WASM, I suggest you use and/or support the development of alternative WASM-supporting ONNX inference crates like tract or WONNX.

Features

• pykeio/ort@ab293f8 Update to ONNX Runtime v1.19.0.
• pykeio/ort@ecf76f9 Use the URL hash for downloaded model filenames. Models previously downloaded & cached with commit_from_url will be redownloaded.

... (truncated)

Commits

• ee5cc20 2.0.0-rc.6
• 6b3e7a0 feat: threadpool access in operator kernels
• 41ef65a feat: RKNPU execution provider
• 2576812 feat: Vitis AI execution provider
• eb918fe fix: import
• c7ddbdb refactor: let ONNX Runtime manage operator library handles
• 60f6eca chore: update to ONNX Runtime v1.19.2
• e91a8ad feat: get build info
• a9557aa examples(model-info): display optional types
• 52422ae feat: support optional ValueTypes
• Additional commits viewable in compare view

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