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[tune](deps): Bump onnxruntime from 1.9.0 to 1.11.1 in /python/requirements/ml #152

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@dependabot dependabot bot commented on behalf of github Apr 30, 2022

Bumps onnxruntime from 1.9.0 to 1.11.1.

Release notes

Sourced from onnxruntime's releases.

ONNX Runtime v1.11.1

This is a patch release on 1.11.0 with the following fixes:

All official packages are attached, and Python packages are additionally published to PyPi.

ONNX Runtime v1.11.0

Key Updates

General

  • Support for ONNX 1.11 with opset 16
  • Updated protobuf version to 3.18.x
  • Enable usage of Mimalloc (details)
  • Transformer model helper scripts
  • On Windows, error strings in OrtStatus are now encoded in UTF-8. When you need to print it out to screen, first convert it to a wide char string by using the MultiByteToWideChar Windows API.

Performance

  • Memory utilization related performance improvements (e.g. elimination of vectors for small dims)
  • Performance variance stability improvement through dynamic cost model session option (details)
  • New quantization data format support: S8S8 in QDQ format
    • Added s8s8 kernels for ARM64
    • Support to convert s8s8 to u8s8 automatically for x64
  • Improved performance on ARM64 for quantized CNN model through:
    • New kernels for quantized depthwise Conv
    • Improved symmetrically quantized Conv by leveraging indirect buffer
    • New Gemm kernels for symmetric quantized Conv and MatMul
  • General quantization improvements, including new quantized operators (Resize, ArgMax) and quantization tool updates

API

  • Java: Only a single OrtEnv can be created in any given execution of the JVM. Previously, the environment could be closed completely and a fresh one could be created with different parameters (e.g. global thread pool, or logging level) (details)

Packages

  • Nuget packages
    • C# packages now tested with .NET 5. .NET Core 2.1 support is deprecated as it has reached end of life support on August 21, 2021. We will closely follow .NET's support policy
    • Removed PDB files. These are attached as release artifacts below.
  • Pypi packages
    • Python 3.6 is deprecated as it has reached EOL December 2021. Supported Python versions: 3.7-3.9
    • Note: Mac M1 builds are not yet available in pypi but can be built from source

Execution Providers

... (truncated)

Commits

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@dependabot dependabot bot added the dependencies Pull requests that update a dependency file label Apr 30, 2022
Bumps [onnxruntime](https://github.com/microsoft/onnxruntime) from 1.9.0 to 1.11.1.
- [Release notes](https://github.com/microsoft/onnxruntime/releases)
- [Changelog](https://github.com/microsoft/onnxruntime/blob/master/docs/ReleaseManagement.md)
- [Commits](microsoft/onnxruntime@v1.9.0...v1.11.1)

---
updated-dependencies:
- dependency-name: onnxruntime
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <[email protected]>
@dependabot dependabot bot force-pushed the dependabot/pip/python/requirements/ml/onnxruntime-1.11.1 branch from 57a6901 to 7f9517d Compare October 28, 2022 16:54
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