[dependabot]

Bumps ort from 2.0.0-rc.13 to 2.0.0-rc.14.

Release notes

Sourced from ort's releases.

v2.0.0-rc.14

2.0.0-rc.14

💖 If you find ort useful, please consider supporting us on Open Collective 💖

🤔 Need help upgrading? Ask questions in GitHub Discussions or in the pyke.io Discord server!

✨ Supporters get priority (<24h) issue resolution & support!

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⚠️ Manual environments

ort replaced the manual Environment struct with ort::init all the way back in Nov 2023 with 2.0.0-alpha.1 (yes, before rc hell, we used to be in alpha hell). This was done because only one environment was allowed per process anyway. However, almost every other release since then, there has been some kind of issue stemming from the environment being stored as a global variable.

The trouble caused by this now far outweighs the inconvenience of lugging around another variable everywhere, so in rc.14, you must always first create an Environment to start building sessions:

// pre-rc.14
{
    // optional, even!
    ort::init().commit()?;
let mut model = Session::builder()?
    .with_optimization_level(GraphOptimizationLevel::Level3)?
    .with_intra_threads(4)?
    .commit_from_file("yolov8m.onnx")?;

}
// rc.14
{
let env = ort::init().build()?; // <-- must build an environment first
let mut model = Session::builder(&env)?
.with_optimization_level(GraphOptimizationLevel::Level3)?
.with_intra_threads(4)?
.commit_from_file("yolov8m.onnx")?;
}

Note that you don't need to hold onto env unless you intend to create more sessions. Please refrain from storing environments or sessions as global variables -- we can't fix the issues that causes within ONNX Runtime! And library authors, please remember to allow the user to pass their own Environment.

✨ Rust 1.100 compatibility

rc.14 adds support for the upcoming v2 build dir layout that will ship in Rust 1.100. If you intend to update to Rust 1.100, you should upgrade to rc.14 as soon as possible, since older ort versions will fail to build when copy-dylibs is enabled.

Note that, due to the new layout, tests will no longer be able to see dylibs copied by copy-dylibs; you can try to use ort::util::preload_dylib to manually set the path to provider dylibs instead.

📦 You get a binary! You get a binary! Everyone gets binaries!

🟩 rc.14's prebuilt CUDA binaries add support for RTX 50xx/Blackwell cards on x64. We now also ship aarch64 builds for Jetson Orin/Thor, Grace Hopper/Blackwell, & DGX Spark! Turing & Ampere GPUs remain fully supported.

... (truncated)

Commits

• 1ee1f84 2.0.0-rc.14
• 75021e8 chore: remove deprecated execution_providers alias
• b774fea feat(sys): add model package API
• 7fdadd1 fix: hold onto the right allocator; target correct device when copying
• f2a5f73 chore(sys): update to ONNX Runtime v1.31.0
• 085eb2a fix(training): fix a leak on error & hold onto session builder extras (#659)
• beb1b2f perf: extract tensor shape without allocating
• 9dfd75b fix: prevent tensors from outliving the allocator that allocated them (#656)
• 5dc34f8 refactor(operator): share the inplace and alias index list helpers (#660)
• 7b8ba57 fix: guard async run result and waker with one lock so a completion can't be ...
• Additional commits viewable in compare view

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[github-actions]

🔍 Cora AI Code Review

⚠️ Review could not complete. LLM API error after retries: LLM API request failed: builder error

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Review powered by cora-code · BYOK · MIT

[ajianaz]

Superseded by #1513, which moves to rc.14 and adapts the code to the explicit Environment.

[dependabot]

OK, I won't notify you again about this release, but will get in touch when a new version is available. If you'd rather skip all updates until the next major or minor version, let me know by commenting @dependabot ignore this major version or @dependabot ignore this minor version. You can also ignore all major, minor, or patch releases for a dependency by adding an ignore condition with the desired update_types to your config file.

If you change your mind, just re-open this PR and I'll resolve any conflicts on it.