MatMulIntToFloat Enable FP16 and update tensor ORT-DML indexing (#16871)
MatMulIntegerToFloat Enable FP16 and update tensor ORT-DML indexing
```
.\onnxruntime_test_all.exe --gtest_filter="*MatMulIntegerToFloat*"
Note: Google Test filter = *MatMulIntegerToFloat*
[==========] Running 13 tests from 4 test suites.
[----------] Global test environment set-up.
[----------] 1 test from CPU_U8S8_Precision_Tests
[ RUN ] CPU_U8S8_Precision_Tests.MatMulIntegerToFloat
[ OK ] CPU_U8S8_Precision_Tests.MatMulIntegerToFloat (35 ms)
[----------] 1 test from CPU_U8S8_Precision_Tests (35 ms total)
[----------] 1 test from GraphTransformationTests
[ RUN ] GraphTransformationTests.MatMulIntegerToFloatTest
[ OK ] GraphTransformationTests.MatMulIntegerToFloatTest (5 ms)
[----------] 1 test from GraphTransformationTests (5 ms total)
[----------] 1 test from QDQTransformerTests
[ RUN ] QDQTransformerTests.MatMulIntegerToFloat
[ OK ] QDQTransformerTests.MatMulIntegerToFloat (24 ms)
[----------] 1 test from QDQTransformerTests (24 ms total)
[----------] 10 tests from MatMulIntegerToFloat
[ RUN ] MatMulIntegerToFloat.HasZeroPoint_NoBias_test_U8X8_FP16
2023-07-27 16:45:13.1564552 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:13.3115187 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:13.4173384 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:13.5232503 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:13.6350011 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:13.7389236 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:13.8479674 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:13.9661708 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
[ OK ] MatMulIntegerToFloat.HasZeroPoint_NoBias_test_U8X8_FP16 (951 ms)
[ RUN ] MatMulIntegerToFloat.NoZeroPoint_HasBias_test_U8X8_FP16
2023-07-27 16:45:14.1087648 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:14.2124719 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:14.3137829 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:14.4173078 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:14.5223567 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:14.6240616 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:14.7247578 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:14.8346170 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
[ OK ] MatMulIntegerToFloat.NoZeroPoint_HasBias_test_U8X8_FP16 (830 ms)
[ RUN ] MatMulIntegerToFloat.HasZeroPoint_NoBias_test_S8S8_FP16
2023-07-27 16:45:14.9395745 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:15.0389962 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:15.1365449 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:15.2336207 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
[ OK ] MatMulIntegerToFloat.HasZeroPoint_NoBias_test_S8S8_FP16 (393 ms)
[ RUN ] MatMulIntegerToFloat.NoZeroPoint_HasBias_test_S8S8_FP16
2023-07-27 16:45:15.3304154 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:15.4340044 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:15.5331474 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
2023-07-27 16:45:15.6337272 [W:onnxruntime:Default, base_tester.cc:763 onnxruntime::test::BaseTester::ExecuteModelForEps] registered execution providers CPUExecutionProvider were unable to run the model.
[ OK ] MatMulIntegerToFloat.NoZeroPoint_HasBias_test_S8S8_FP16 (403 ms)
[ RUN ] MatMulIntegerToFloat.HasZeroPoint_NoBias_test_U8X8
[ OK ] MatMulIntegerToFloat.HasZeroPoint_NoBias_test_U8X8 (739 ms)
[ RUN ] MatMulIntegerToFloat.NoZeroPoint_HasBias_test_U8X8
[ OK ] MatMulIntegerToFloat.NoZeroPoint_HasBias_test_U8X8 (756 ms)
[ RUN ] MatMulIntegerToFloat.HasZeroPoint_NoBias_test_S8S8
[ OK ] MatMulIntegerToFloat.HasZeroPoint_NoBias_test_S8S8 (363 ms)
[ RUN ] MatMulIntegerToFloat.NoZeroPoint_HasBias_test_S8S8
[ OK ] MatMulIntegerToFloat.NoZeroPoint_HasBias_test_S8S8 (368 ms)
[ RUN ] MatMulIntegerToFloat.MatMulInteger_With_ZeroPoint
[ OK ] MatMulIntegerToFloat.MatMulInteger_With_ZeroPoint (11 ms)
[ RUN ] MatMulIntegerToFloat.MatMulInteger_With_ZeroPoint_FP16
[ OK ] MatMulIntegerToFloat.MatMulInteger_With_ZeroPoint_FP16 (11 ms)
[----------] 10 tests from MatMulIntegerToFloat (4833 ms total)
[----------] Global test environment tear-down
[==========] 13 tests from 4 test suites ran. (4914 ms total)
[ PASSED ] 13 tests.
```
onnxruntime
34b6cd6d - MatMulIntToFloat Enable FP16 and update tensor ORT-DML indexing (#16871)
