[QNN EP] QNN SDK 2.28.2 (microsoft#22844)

### Description - Updates pipelines to use QNN SDK 2.28.2.241116. - Re-enable LayerNormalization unit tests that failed with accuracy errors with the previous QNN SDK (2.28.0). - Update QNN EP to no longer provide a dummy bias for LayerNorm if the QNN SDK version is >= 2.28.0. ### Motivation and Context Use the latest QNN SDK. This version improves inference latency for certain customer models.
intel · Dec 11, 2024 · 622631d · 622631d
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commit 622631d
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Showing 17 changed files with 17 additions and 15 deletions.
diff --git a/onnxruntime/test/providers/qnn/gather_op_htp_test.cc b/onnxruntime/test/providers/qnn/gather_op_htp_test.cc
@@ -132,6 +132,7 @@ TEST_F(QnnHTPBackendTests, GatherOp_IndicesDynamicInt32_Axis0) {
 }
 
 // disabled for QNN 2.28.0.241029 failed for accuracy validation
+// Also fails on QNN 2.28.2.
 // qdq@QNN_EP val: 3.6094117164611816 (err: 1.3094117641448975, err/output_range: 22.19342041015625%)
 // qdq@CPU_EP val: 2.2905881404876709 (err: 0.0094118118286132812, err/output_range: 0.15952222049236298%)
 // abs(qdq@QNN_EP - qdq@CPU_EP) / output_range = 22.033897399902344%

diff --git a/onnxruntime/test/providers/qnn/simple_op_htp_test.cc b/onnxruntime/test/providers/qnn/simple_op_htp_test.cc
@@ -230,6 +230,7 @@ TEST_F(QnnHTPBackendTests, UnaryOp_Tanh) {
 }
 
 // disabled for QNN 2.28.0.241029 backendValidateOpConfig failed
+// still fails on QNN 2.28.2.
 // QnnDsp <E> [4294967295] has incorrect Value -32768, expected equal to 0.
 // QnnDsp <V> validateNativeOps node_token_6:qti.aisw:Tanh htp op validator failed 3110
 // QnnDsp <V> registered validator failed => 3110

diff --git a/tools/ci_build/github/azure-pipelines/android-arm64-v8a-QNN-crosscompile-ci-pipeline.yml b/tools/ci_build/github/azure-pipelines/android-arm64-v8a-QNN-crosscompile-ci-pipeline.yml
@@ -32,7 +32,7 @@ parameters:
 - name: QnnSdk
   displayName: QNN SDK version
   type: string
-  default: 2.28.0.241029
+  default: 2.28.2.241116
 
 jobs:
 - job: Build_QNN_EP

diff --git a/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml b/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml
@@ -62,7 +62,7 @@ parameters:
 - name: QnnSdk
   displayName: QNN SDK Version
   type: string
-  default: 2.28.0.241029
+  default: 2.28.2.241116
 
 resources:
   repositories:

diff --git a/tools/ci_build/github/azure-pipelines/linux-qnn-ci-pipeline.yml b/tools/ci_build/github/azure-pipelines/linux-qnn-ci-pipeline.yml
@@ -33,7 +33,7 @@ parameters:
 - name: QnnSdk
   displayName: QNN SDK version
   type: string
-  default: 2.28.0.241029
+  default: 2.28.2.241116
 
 jobs:
   - job: Build_QNN_EP

diff --git a/tools/ci_build/github/azure-pipelines/py-packaging-pipeline.yml b/tools/ci_build/github/azure-pipelines/py-packaging-pipeline.yml
@@ -59,7 +59,7 @@ parameters:
 - name: qnn_sdk_version
   type: string
   displayName: 'QNN SDK version. Only for QNN packages.'
-  default: 2.28.0.241029
+  default: 2.28.2.241116
 
 trigger: none
 

diff --git a/tools/ci_build/github/azure-pipelines/qnn-ep-nuget-packaging-pipeline.yml b/tools/ci_build/github/azure-pipelines/qnn-ep-nuget-packaging-pipeline.yml
@@ -2,7 +2,7 @@ parameters:
 - name: QnnSdk
   displayName: QNN SDK Version
   type: string
-  default: 2.28.0.241029
+  default: 2.28.2.241116
 
 - name: build_config
   displayName: Build Configuration

diff --git a/tools/ci_build/github/azure-pipelines/stages/py-cpu-packaging-stage.yml b/tools/ci_build/github/azure-pipelines/stages/py-cpu-packaging-stage.yml
@@ -59,7 +59,7 @@ parameters:
 - name: qnn_sdk_version
   type: string
   displayName: 'QNN SDK version. Only for QNN packages.'
-  default: 2.28.0.241029
+  default: 2.28.2.241116
 
 stages:
 - ${{ if eq(parameters.enable_windows_cpu, true) }}:

diff --git a/tools/ci_build/github/azure-pipelines/templates/jobs/download_linux_qnn_sdk.yml b/tools/ci_build/github/azure-pipelines/templates/jobs/download_linux_qnn_sdk.yml
@@ -1,7 +1,7 @@
 parameters:
   - name: QnnSDKVersion
     type: string
-    default: '2.28.0.241029'
+    default: '2.28.2.241116'
 
 steps:
   - script: |

diff --git a/tools/ci_build/github/azure-pipelines/templates/jobs/download_win_qnn_sdk.yml b/tools/ci_build/github/azure-pipelines/templates/jobs/download_win_qnn_sdk.yml
@@ -1,7 +1,7 @@
 parameters:
   - name: QnnSDKVersion
     type: string
-    default: '2.28.0.241029'
+    default: '2.28.2.241116'
 
 steps:
   - powershell: |

diff --git a/tools/ci_build/github/azure-pipelines/templates/py-linux-qnn.yml b/tools/ci_build/github/azure-pipelines/templates/py-linux-qnn.yml
@@ -26,7 +26,7 @@ parameters:
 - name: QnnSdk
   displayName: QNN SDK version
   type: string
-  default: 2.28.0.241029
+  default: 2.28.2.241116
 
 jobs:
 - job: Linux_py_qnn_Wheels_x64

diff --git a/tools/ci_build/github/azure-pipelines/templates/py-win-arm64-qnn.yml b/tools/ci_build/github/azure-pipelines/templates/py-win-arm64-qnn.yml
@@ -7,7 +7,7 @@ parameters:
 - name: QNN_SDK
   displayName: QNN SDK Version
   type: string
-  default: 2.28.0.241029
+  default: 2.28.2.241116
 
 - name: ENV_SETUP_SCRIPT
   type: string

diff --git a/tools/ci_build/github/azure-pipelines/templates/py-win-arm64ec-qnn.yml b/tools/ci_build/github/azure-pipelines/templates/py-win-arm64ec-qnn.yml
@@ -7,7 +7,7 @@ parameters:
 - name: QNN_SDK
   displayName: QNN SDK Version
   type: string
-  default: 2.28.0.241029
+  default: 2.28.2.241116
 
 - name: ENV_SETUP_SCRIPT
   type: string

diff --git a/tools/ci_build/github/azure-pipelines/templates/py-win-x64-qnn.yml b/tools/ci_build/github/azure-pipelines/templates/py-win-x64-qnn.yml
@@ -7,7 +7,7 @@ parameters:
 - name: QNN_SDK
   displayName: QNN SDK Version
   type: string
-  default: 2.28.0.241029
+  default: 2.28.2.241116
 
 - name: ENV_SETUP_SCRIPT
   type: string

diff --git a/tools/ci_build/github/azure-pipelines/templates/qnn-ep-win.yml b/tools/ci_build/github/azure-pipelines/templates/qnn-ep-win.yml
@@ -1,5 +1,5 @@
 parameters:
-  QnnSdk: '2.28.0.241029'
+  QnnSdk: '2.28.2.241116'
   build_config: 'RelWithDebInfo'
   IsReleaseBuild: false
   DoEsrp: false

diff --git a/tools/ci_build/github/azure-pipelines/win-qnn-arm64-ci-pipeline.yml b/tools/ci_build/github/azure-pipelines/win-qnn-arm64-ci-pipeline.yml
@@ -33,7 +33,7 @@ parameters:
 - name: QnnSdk
   displayName: QNN SDK version
   type: string
-  default: 2.28.0.241029
+  default: 2.28.2.241116
 
 jobs:
 - job: 'build'

diff --git a/tools/ci_build/github/azure-pipelines/win-qnn-ci-pipeline.yml b/tools/ci_build/github/azure-pipelines/win-qnn-ci-pipeline.yml
@@ -33,7 +33,7 @@ parameters:
 - name: QnnSdk
   displayName: QNN SDK version
   type: string
-  default: 2.28.0.241029
+  default: 2.28.2.241116
 
 jobs:
 - job: 'build'