Release v2.0.0-rc.5 · pykeio/ort

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.

069ddfd ort now depends on ndarray 0.16.
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.

ab293f8 Update to ONNX Runtime v1.19.0.
ecf76f9 Use the URL hash for downloaded model filenames. Models previously downloaded & cached with commit_from_url will be redownloaded.
9d25514 Add missing configuration keys for some execution providers.
733b7fa New callbacks for the simple Trainer API, just like HF's TrainerCallbacks! This allows you to write custom logging/LR scheduling callbacks. See the updated train-clm-simple example for usage details.

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

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