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jonathanpeppers / inclusive-code-reviews-browser

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Bump onnxruntime-web from 1.18.0 to 1.19.2 #445

Closed dependabot[bot] closed 4 days ago

dependabot[bot] commented 1 week ago

Bumps onnxruntime-web from 1.18.0 to 1.19.2.

Release notes

Sourced from onnxruntime-web's releases.

ONNX Runtime v1.19.2

Announcements

  • ORT 1.19.2 is a small patch release, fixing some broken workflows and introducing bug fixes.

Build System & Packages

  • Fixed the signing of native DLLs.
  • Disabled absl symbolize in Windows Release build to avoid dependency on dbghelp.dll.

Training

  • Restored support for CUDA compute capability 7.0 and 7.5 with CUDA 12, and 6.0 and 6.1 with CUDA 11.
  • Several fixes for training CI pipelines.

Mobile

  • Fixed ArgMaxOpBuilder::AddToModelBuilderImpl() nullptr Node access for CoreML EP.

Generative AI

  • Added CUDA kernel for Phi3 MoE.
  • Added smooth softmax support in CUDA and CPU kernels for the GroupQueryAttention operator.
  • Fixed number of splits calculations in GroupQueryAttention CUDA operator.
  • Enabled causal support in the MultiHeadAttention CUDA operator.

Contributors

@​prathikr, @​mszhanyi, @​edgchen1, @​tianleiwu, @​wangyems, @​aciddelgado, @​mindest, @​snnn, @​baijumeswani, @​MaanavD

Thanks to everyone who helped ship this release smoothly!

Full Changelog: https://github.com/microsoft/onnxruntime/compare/v1.19.0...v1.19.2

ONNX Runtime v1.19.0

Announcements

Build System & Packages

  • Numpy support for 2.x has been added
  • Qualcomm SDK has been upgraded to 2.25
  • ONNX has been upgraded from 1.16 → 1.16.1
  • Default GPU packages use CUDA 12.x and Cudnn 9.x (previously CUDA 11.x/CuDNN 8.x) CUDA 11.x/CuDNN 8.x packages are moved to the aiinfra VS feed.
  • TensorRT 10.2 support added
  • Introduced Java CUDA 12 packages on Maven.
  • Discontinued support for Xamarin. (Xamarin reached EOL on May 1, 2024)
  • Discontinued support for macOS 11 and increasing the minimum supported macOS version to 12. (macOS 11 reached EOL in September 2023)
  • Discontinued support for iOS 12 and increasing the minimum supported iOS version to 13.

Core

Performance

  • Added QDQ support for INT4 quantization in CPU and CUDA Execution Providers
  • Implemented FlashAttention on CPU to improve performance for GenAI prompt cases

... (truncated)

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