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[Dependency] Bump onnxruntime from 1.3.0 to 1.11.0 in /.setup/pip#401

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[Dependency] Bump onnxruntime from 1.3.0 to 1.11.0 in /.setup/pip#401
dependabot[bot] wants to merge 1 commit intomasterfrom
dependabot/pip/dot-setup/pip/onnxruntime-1.11.0

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@dependabot dependabot bot commented on behalf of github Mar 28, 2022

Bumps onnxruntime from 1.3.0 to 1.11.0.

Release notes

Sourced from onnxruntime's releases.

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)
  • Added support for CUDA graphs (preview).
  • 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

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

Execution Providers

  • CUDA
    • Enable CUDA provider option configuration for C# to support workspace size configuration from and fix binary compatibility of CUDAProviderOptions C API
    • Preview support for CUDA Graphs (details)
  • TensorRT
    • TRT 8.2.3 support
    • Memory footprint optimizations
    • Support protobuf >= 3.11
    • Updated flatbuffers version to 2.0
    • Misc Bug Fixes
  • DirectML
    • Updated more operators to opset 13 (QuantizeLinear, DequantizeLinear, ReduceSum, Split, Squeeze, Unsqueeze, ReduceSum).
  • OpenVINO
    • Device type check - checks if the physical device is available on host at very early stage when using ONNXRT APIs
    • Reduce CPU utilizations with IGPU path using throttling

Mobile

  • Added general support for converting a model to NHWC layout at runtime

... (truncated)

Commits
  • b713855 Release 1.11.0 cherry pick round 1 (#10915)
  • e0cec5c skip optional related models from opset16 (#10840)
  • 7f0b0d0 Fix bug in MemcpyToHost (#10829)
  • e645626 remove final six (#10822)
  • 22c4755 Make QDQSelectorActionTransformer() is_int8_allowed parameter required. (#10823)
  • cc6bc34 Update protobuf submodule (#10801)
  • 58521fb Make training CUDA kernels to adhere established code structure patterns (#10...
  • 4ef81b1 Making the Java tests faster by optionally disabling ones which require runni...
  • ae97ecf Fix CPU, CUDA Selu activation logic (#10771)
  • c147c9d Remove ORT_ENABLE_RUNTIME_OPTIMIZATION_IN_MINIMAL_BUILD. (#10778)
  • Additional commits viewable in compare view

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Bumps [onnxruntime](https://github.com/microsoft/onnxruntime) from 1.3.0 to 1.11.0.
- [Release notes](https://github.com/microsoft/onnxruntime/releases)
- [Changelog](https://github.com/microsoft/onnxruntime/blob/master/docs/ReleaseManagement.md)
- [Commits](microsoft/onnxruntime@v1.3.0...v1.11.0)

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

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dependabot bot commented on behalf of github Mar 28, 2022

The following labels could not be found: dependencies.

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codecov-commenter commented Mar 28, 2022

Codecov Report

Merging #401 (2928e4a) into master (cf9b6ce) will decrease coverage by 1.43%.
The diff coverage is n/a.

Impacted file tree graph

@@             Coverage Diff              @@
##             master     #401      +/-   ##
============================================
- Coverage     22.19%   20.76%   -1.44%     
  Complexity     7398     7398              
============================================
  Files           196      173      -23     
  Lines         24092    21719    -2373     
  Branches         36       36              
============================================
- Hits           5348     4510     -838     
+ Misses        18708    17173    -1535     
  Partials         36       36              
Flag Coverage Δ
autograder ?
js 45.18% <ø> (ø)
migrator ?
php 20.45% <ø> (ø)
python_submitty_utils ?

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dependabot bot commented on behalf of github Apr 28, 2022

Superseded by #446.

@dependabot dependabot bot closed this Apr 28, 2022
@dependabot dependabot bot deleted the dependabot/pip/dot-setup/pip/onnxruntime-1.11.0 branch April 28, 2022 10:21
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