Enable QLinearAveragePooling DML EP (#17384)
### Description
DML EP Implementation for
[QLinearAveragePool](https://github.com/microsoft/onnxruntime/blob/main/docs/ContribOperators.md#com.microsoft.QLinearAveragePool)
```
Note: Google Test filter = *QLinear*Pool*
[==========] Running 72 tests from 2 test suites.
[----------] Global test environment set-up.
[----------] 36 tests from QLinearGlobalAveragePool
[ RUN ] QLinearGlobalAveragePool.Nhwc_1x1x32x32
[ OK ] QLinearGlobalAveragePool.Nhwc_1x1x32x32 (410 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_1x32x32x1
[ OK ] QLinearGlobalAveragePool.Nchw_1x32x32x1 (641 ms)
[ RUN ] QLinearGlobalAveragePool.Nhwc_1x256x8x8
[ OK ] QLinearGlobalAveragePool.Nhwc_1x256x8x8 (156 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_1x8x8x256
[ OK ] QLinearGlobalAveragePool.Nchw_1x8x8x256 (134 ms)
[ RUN ] QLinearGlobalAveragePool.Nhwc_1x255x7x7
[ OK ] QLinearGlobalAveragePool.Nhwc_1x255x7x7 (160 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_1x7x7x255
[ OK ] QLinearGlobalAveragePool.Nchw_1x7x7x255 (145 ms)
[ RUN ] QLinearGlobalAveragePool.Nhwc_1x255x8x8
[ OK ] QLinearGlobalAveragePool.Nhwc_1x255x8x8 (148 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_1x8x8x255
[ OK ] QLinearGlobalAveragePool.Nchw_1x8x8x255 (129 ms)
[ RUN ] QLinearGlobalAveragePool.Nhwc_1x256x7x7
[ OK ] QLinearGlobalAveragePool.Nhwc_1x256x7x7 (134 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_1x7x7x256
[ OK ] QLinearGlobalAveragePool.Nchw_1x7x7x256 (131 ms)
[ RUN ] QLinearGlobalAveragePool.Nhwc_3x256x8x8
[ OK ] QLinearGlobalAveragePool.Nhwc_3x256x8x8 (159 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_3x8x8x256
[ OK ] QLinearGlobalAveragePool.Nchw_3x8x8x256 (168 ms)
[ RUN ] QLinearGlobalAveragePool.Nhwc_3x255x7x7
[ OK ] QLinearGlobalAveragePool.Nhwc_3x255x7x7 (139 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_3x7x7x255
[ OK ] QLinearGlobalAveragePool.Nchw_3x7x7x255 (170 ms)
[ RUN ] QLinearGlobalAveragePool.Nhwc_3x255x8x8
[ OK ] QLinearGlobalAveragePool.Nhwc_3x255x8x8 (155 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_3x8x8x255
[ OK ] QLinearGlobalAveragePool.Nchw_3x8x8x255 (156 ms)
[ RUN ] QLinearGlobalAveragePool.Nhwc_3x256x7x7
[ OK ] QLinearGlobalAveragePool.Nhwc_3x256x7x7 (133 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_3x7x7x256
[ OK ] QLinearGlobalAveragePool.Nchw_3x7x7x256 (149 ms)
[ RUN ] QLinearGlobalAveragePool.Nhwc_1x1x32x32_S8
[ OK ] QLinearGlobalAveragePool.Nhwc_1x1x32x32_S8 (131 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_1x32x32x1_S8
[ OK ] QLinearGlobalAveragePool.Nchw_1x32x32x1_S8 (127 ms)
[ RUN ] QLinearGlobalAveragePool.Nhwc_1x256x8x8_S8
[ OK ] QLinearGlobalAveragePool.Nhwc_1x256x8x8_S8 (153 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_1x8x8x256_S8
[ OK ] QLinearGlobalAveragePool.Nchw_1x8x8x256_S8 (129 ms)
[ RUN ] QLinearGlobalAveragePool.Nhwc_1x255x7x7_S8
[ OK ] QLinearGlobalAveragePool.Nhwc_1x255x7x7_S8 (133 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_1x7x7x255_S8
[ OK ] QLinearGlobalAveragePool.Nchw_1x7x7x255_S8 (135 ms)
[ RUN ] QLinearGlobalAveragePool.Nhwc_1x255x8x8_S8
[ OK ] QLinearGlobalAveragePool.Nhwc_1x255x8x8_S8 (129 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_1x8x8x255_S8
[ OK ] QLinearGlobalAveragePool.Nchw_1x8x8x255_S8 (152 ms)
[ RUN ] QLinearGlobalAveragePool.Nhwc_1x256x7x7_S8
[ OK ] QLinearGlobalAveragePool.Nhwc_1x256x7x7_S8 (140 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_1x7x7x256_S8
[ OK ] QLinearGlobalAveragePool.Nchw_1x7x7x256_S8 (133 ms)
[ RUN ] QLinearGlobalAveragePool.Nhwc_3x256x8x8_S8
[ OK ] QLinearGlobalAveragePool.Nhwc_3x256x8x8_S8 (135 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_3x8x8x256_S8
[ OK ] QLinearGlobalAveragePool.Nchw_3x8x8x256_S8 (147 ms)
[ RUN ] QLinearGlobalAveragePool.Nhwc_3x255x7x7_S8
[ OK ] QLinearGlobalAveragePool.Nhwc_3x255x7x7_S8 (156 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_3x7x7x255_S8
[ OK ] QLinearGlobalAveragePool.Nchw_3x7x7x255_S8 (155 ms)
[ RUN ] QLinearGlobalAveragePool.Nhwc_3x255x8x8_S8
[ OK ] QLinearGlobalAveragePool.Nhwc_3x255x8x8_S8 (138 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_3x8x8x255_S8
[ OK ] QLinearGlobalAveragePool.Nchw_3x8x8x255_S8 (155 ms)
[ RUN ] QLinearGlobalAveragePool.Nhwc_3x256x7x7_S8
[ OK ] QLinearGlobalAveragePool.Nhwc_3x256x7x7_S8 (144 ms)
[ RUN ] QLinearGlobalAveragePool.Nchw_3x7x7x256_S8
[ OK ] QLinearGlobalAveragePool.Nchw_3x7x7x256_S8 (139 ms)
[----------] 36 tests from QLinearGlobalAveragePool (5968 ms total)
[----------] 36 tests from QLinearPoolTest
[ RUN ] QLinearPoolTest.AveragePool1D_ExcludePadPixel
[ OK ] QLinearPoolTest.AveragePool1D_ExcludePadPixel (480 ms)
[ RUN ] QLinearPoolTest.AveragePool1D_IncludePadPixel
[ OK ] QLinearPoolTest.AveragePool1D_IncludePadPixel (481 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_ExcludePadPixel
[ OK ] QLinearPoolTest.AveragePool2D_ExcludePadPixel (512 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_IncludePadPixel
[ OK ] QLinearPoolTest.AveragePool2D_IncludePadPixel (455 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_MultiChannel
[ OK ] QLinearPoolTest.AveragePool2D_MultiChannel (463 ms)
[ RUN ] QLinearPoolTest.AveragePool3D_ExcludePadPixel
[ OK ] QLinearPoolTest.AveragePool3D_ExcludePadPixel (448 ms)
[ RUN ] QLinearPoolTest.AveragePool3D_IncludePadPixel
[ OK ] QLinearPoolTest.AveragePool3D_IncludePadPixel (458 ms)
[ RUN ] QLinearPoolTest.AveragePool1D_ExcludePadPixel_nhwc
[ OK ] QLinearPoolTest.AveragePool1D_ExcludePadPixel_nhwc (171 ms)
[ RUN ] QLinearPoolTest.AveragePool1D_IncludePadPixel_nhwc
[ OK ] QLinearPoolTest.AveragePool1D_IncludePadPixel_nhwc (169 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_ExcludePadPixel_nhwc
[ OK ] QLinearPoolTest.AveragePool2D_ExcludePadPixel_nhwc (152 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_IncludePadPixel_nhwc
[ OK ] QLinearPoolTest.AveragePool2D_IncludePadPixel_nhwc (660 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_MultiChannel_nhwc
[ OK ] QLinearPoolTest.AveragePool2D_MultiChannel_nhwc (150 ms)
[ RUN ] QLinearPoolTest.AveragePool3D_ExcludePadPixel_nhwc
[ OK ] QLinearPoolTest.AveragePool3D_ExcludePadPixel_nhwc (145 ms)
[ RUN ] QLinearPoolTest.AveragePool3D_IncludePadPixel_nhwc
[ OK ] QLinearPoolTest.AveragePool3D_IncludePadPixel_nhwc (146 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_BigImage
[ OK ] QLinearPoolTest.AveragePool2D_BigImage (505 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_BigImage_nhwc
[ OK ] QLinearPoolTest.AveragePool2D_BigImage_nhwc (161 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_Global
[ OK ] QLinearPoolTest.AveragePool2D_Global (481 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_Global_nhwc
[ OK ] QLinearPoolTest.AveragePool2D_Global_nhwc (152 ms)
[ RUN ] QLinearPoolTest.AveragePool1D_ExcludePadPixel_S8
[ OK ] QLinearPoolTest.AveragePool1D_ExcludePadPixel_S8 (461 ms)
[ RUN ] QLinearPoolTest.AveragePool1D_IncludePadPixel_S8
[ OK ] QLinearPoolTest.AveragePool1D_IncludePadPixel_S8 (448 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_ExcludePadPixel_S8
[ OK ] QLinearPoolTest.AveragePool2D_ExcludePadPixel_S8 (471 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_IncludePadPixel_S8
[ OK ] QLinearPoolTest.AveragePool2D_IncludePadPixel_S8 (473 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_MultiChannel_S8
[ OK ] QLinearPoolTest.AveragePool2D_MultiChannel_S8 (1507 ms)
[ RUN ] QLinearPoolTest.AveragePool3D_ExcludePadPixel_S8
[ OK ] QLinearPoolTest.AveragePool3D_ExcludePadPixel_S8 (477 ms)
[ RUN ] QLinearPoolTest.AveragePool3D_IncludePadPixel_S8
[ OK ] QLinearPoolTest.AveragePool3D_IncludePadPixel_S8 (493 ms)
[ RUN ] QLinearPoolTest.AveragePool1D_ExcludePadPixel_nhwc_S8
[ OK ] QLinearPoolTest.AveragePool1D_ExcludePadPixel_nhwc_S8 (158 ms)
[ RUN ] QLinearPoolTest.AveragePool1D_IncludePadPixel_nhwc_S8
[ OK ] QLinearPoolTest.AveragePool1D_IncludePadPixel_nhwc_S8 (146 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_ExcludePadPixel_nhwc_S8
[ OK ] QLinearPoolTest.AveragePool2D_ExcludePadPixel_nhwc_S8 (146 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_IncludePadPixel_nhwc_S8
[ OK ] QLinearPoolTest.AveragePool2D_IncludePadPixel_nhwc_S8 (158 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_MultiChannel_nhwc_S8
[ OK ] QLinearPoolTest.AveragePool2D_MultiChannel_nhwc_S8 (157 ms)
[ RUN ] QLinearPoolTest.AveragePool3D_ExcludePadPixel_nhwc_S8
[ OK ] QLinearPoolTest.AveragePool3D_ExcludePadPixel_nhwc_S8 (145 ms)
[ RUN ] QLinearPoolTest.AveragePool3D_IncludePadPixel_nhwc_S8
[ OK ] QLinearPoolTest.AveragePool3D_IncludePadPixel_nhwc_S8 (147 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_BigImage_S8
[ OK ] QLinearPoolTest.AveragePool2D_BigImage_S8 (537 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_BigImage_nhwc_S8
[ OK ] QLinearPoolTest.AveragePool2D_BigImage_nhwc_S8 (173 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_Global_S8
[ OK ] QLinearPoolTest.AveragePool2D_Global_S8 (457 ms)
[ RUN ] QLinearPoolTest.AveragePool2D_Global_nhwc_S8
[ OK ] QLinearPoolTest.AveragePool2D_Global_nhwc_S8 (150 ms)
[----------] 36 tests from QLinearPoolTest (12914 ms total)
[----------] Global test environment tear-down
[==========] 72 tests from 2 test suites ran. (18885 ms total)
[ PASSED ] 72 tests.
memleakdbg:
----- No memory leaks detected -----
```
