fix python qnn pipelines issues (#21462)

build_py_params wasn't plumbed through for python qnn pipelines. 
incorporate fixes for deprecated numpy version option from
https://github.com/microsoft/onnxruntime/pull/21459

tools/ci_build/github/azure-pipelines/templates/py-packaging-stage.yml

@@ -510,7 +510,7 @@ stages:
           MACHINE_POOL: 'onnxruntime-qnn-windows-vs-2022-arm64'
           QNN_SDK: ${{ parameters.qnn_sdk_version }}
           PYTHON_VERSION: '3.11'
-          NUMPY_VERSION: '1.26.4'
+          BUILD_PY_PARAMETERS: ${{ parameters.build_py_parameters }}
 
   - ${{ if eq(parameters.enable_windows_x64_qnn, true) }}:
     - stage: Python_Packaging_Windows_x64_QNN
@@ -520,3 +520,4 @@ stages:
           parameters:
             MACHINE_POOL: 'Onnxruntime-QNNEP-Windows-2022-CPU'
             QNN_SDK: ${{ parameters.qnn_sdk_version }}
+            BUILD_PY_PARAMETERS: ${{ parameters.build_py_parameters }}

tools/ci_build/github/azure-pipelines/templates/py-win-arm64-qnn.yml

@@ -13,10 +13,6 @@ parameters:
   type: string
   default: '3.11'
 
-- name: NUMPY_VERSION
-  type: string
-  default: '1.26.4'
-
 - name: ENV_SETUP_SCRIPT
   type: string
   default: ''
@@ -70,7 +66,7 @@ jobs:
           scriptSource: inline
           script: |
             import subprocess
-            subprocess.call(['pip', 'install', '-q', 'setuptools', 'wheel', 'numpy==${{parameters.NUMPY_VERSION}}'])
+            subprocess.call(['pip', 'install', '-q', 'setuptools', 'wheel'])
           workingDirectory: '$(Build.BinariesDirectory)'
           displayName: 'Install python modules'
 
@@ -93,7 +89,6 @@ jobs:
             --qnn_home $(QnnSDKRootDir)
             --enable_pybind
             --parallel --update
-            --numpy_version ${{ parameters.NUMPY_VERSION }}
             $(TelemetryOption) ${{ parameters.BUILD_PY_PARAMETERS }}
           workingDirectory: '$(Build.BinariesDirectory)'
 
@@ -121,7 +116,7 @@ jobs:
         displayName: 'Build wheel'
         inputs:
           scriptPath: '$(Build.SourcesDirectory)\setup.py'
-          arguments: 'bdist_wheel ${{ parameters.BUILD_PY_PARAMETERS }} $(NightlyBuildOption) --wheel_name_suffix=qnn'
+          arguments: 'bdist_wheel $(NightlyBuildOption) --wheel_name_suffix=qnn'
           workingDirectory: '$(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo'
 
       - task: CopyFiles@2

tools/ci_build/github/azure-pipelines/templates/py-win-x64-qnn.yml

@@ -122,7 +122,7 @@ jobs:
         displayName: 'Build wheel'
         inputs:
           scriptPath: '$(Build.SourcesDirectory)\setup.py'
-          arguments: 'bdist_wheel ${{ parameters.BUILD_PY_PARAMETERS }} $(NightlyBuildOption) --wheel_name_suffix=qnn'
+          arguments: 'bdist_wheel $(NightlyBuildOption) --wheel_name_suffix=qnn'
           workingDirectory: '$(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo'
 
       - task: CopyFiles@2