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Adrian Lizarraga 559bd52252
[QNN EP] Update QNN SDK to version 2.17.0 (#18684) 
### Description
- Update QNN CI Pipelines to use QNN SDK version 2.17.0
- **Print warning if unit test requires adjusted tolerance to pass**
- **Temporarily disable unloading QnnCpu.dll for windows x64 due to
crash when calling FreeLibrary**
- Enable fixed HTP tests
  - QnnHTPBackendTests.LayerNorm1D_LastAxis_DynamicScale
  - QnnHTPBackendTests.GlobalMaxPool_LargeInput2_u8
  - QnnHTPBackendTests.ReduceSumS8Opset13_Rank5
  - QnnHTPBackendTests.ReduceSumU8Opset13_Rank5_LastAxis
  - QnnHTPBackendTests.WhereLargeDataBroadcastU8
  - QnnHTPBackendTests.WhereLargeDataBroadcastTransformedU8
- Enabled fixed CPU tests
  - QnnCPUBackendTests.Resize_DownSample_Linear_AlignCorners_scales
- Increased tolerance for HTP tests that are less accurate on QNN SDK
2.17.0
  - QnnHTPBackendTests.AveragePool_CountIncludePad_HTP_u8
  - QnnHTPBackendTests.AveragePool_AutopadSameUpper_HTP_u8
  - QnnHTPBackendTests.AveragePool_AutopadSameLower_HTP_u8
  - QnnHTPBackendTests.ConvU8U8S32_bias_dynamic_input
  - QnnHTPBackendTests.ConvU8U8S32_bias_initializer
  - QnnHTPBackendTests.ConvU8U8S32_large_input1_padding_bias_initializer
  - QnnHTPBackendTests.LRNSize3
  - QnnHTPBackendTests.LRNSize5
  - QnnHTPBackendTests.MaxPool_Large_Input_HTP_u8
  - QnnHTPBackendTests.MaxPool_LargeInput_1Pads
  - QnnHTPBackendTests.Resize_DownSample_Linear_HalfPixel
  - QnnHTPBackendTests.ResizeU8_2xLinearPytorchHalfPixel
  - QnnHTPBackendTests.ResizeU8_2xLinearHalfPixel
  - QnnHTPBackendTests.ResizeU8_2xLinearAlignCorners
  - QnnHTPBackendTests.ResizeU8_2xLinearAsymmetric
- Disabled ONNX model tests
- averagepool_2d_ceil: Accuracy issues **only on Windows x64
QnnCpu.dll**
- Disabled QDQ model tests (onnx_test_runner)
  - facedetection_op8_qdq: Accuracy issues
- Disabled CPU EP tests (these use QnnCpu.dll)
  - ActivationOpTest.Relu: QNN SDK 2.17 Relu treats inf as FLT_MAX
- GemmOpTypedTests/0.TestGemmBroadcast: Inaccuracy when weight is
initializer and bias is not
- MathOpTest.MatMulFloatType "test padding and broadcast B > A":
Inaccuracy (**only linux**)
- Fix Gemm translation bugs in QNN EP:
  - Do not skip processing of inputs that need to be transposed.

### Motivation and Context
- Allow testing with newest QNN SDK version
- Take advantage of improvements to enable new models.
2023-12-06 11:05:41 -08:00
..
android Update C/C++ dependencies: abseil, date, nsync, googletest, wil, mp11, cpuinfo and safeint (#15470) 2023-09-08 13:35:04 -07:00
apple Add MacOS build to ORT C Pod (#18550) 2023-11-28 10:11:53 -08:00
azure-pipelines [QNN EP] Update QNN SDK to version 2.17.0 (#18684) 2023-12-06 11:05:41 -08:00
js Add MacOS build to ORT C Pod (#18550) 2023-11-28 10:11:53 -08:00
linux Create a new Nuget Package pipeline for CUDA 12 (#18135) 2023-11-28 09:03:46 -08:00
pai [ROCm] add migraphx into onnxruntime-training-rocm package (#18339) 2023-11-14 11:54:22 +08:00
windows Remove setup_env_azure.bat (#18482) 2023-11-20 09:58:15 -08:00
Doxyfile_csharp.cfg [C#] Rename unreleased API, add utilities (#16806) 2023-08-02 10:06:42 -07:00