onnxruntime
27b1dc91 - [DML] MatrixMultiplyIntegerToFloat (#19608)

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2 years ago
[DML] MatrixMultiplyIntegerToFloat (#19608) ### Description DML Implementation for [com.microsoft.MatMulIntegerToFloat](https://github.com/microsoft/onnxruntime/blob/main/docs/ContribOperators.md#com.microsoft.MatMulIntegerToFloat) ``` .\onnxruntime_test_all.exe --gtest_filter="*MatMulIntegerToFloat.*" Note: Google Test filter = *MatMulIntegerToFloat.* [==========] Running 22 tests from 1 test suite. [----------] Global test environment set-up. [----------] 22 tests from MatMulIntegerToFloat [ RUN ] MatMulIntegerToFloat.HasZeroPoint_NoBias_test_S8S8 [ OK ] MatMulIntegerToFloat.HasZeroPoint_NoBias_test_S8S8 (620 ms) [ RUN ] MatMulIntegerToFloat.NoZeroPoint_HasBias_test_S8S8 [ OK ] MatMulIntegerToFloat.NoZeroPoint_HasBias_test_S8S8 (497 ms) [ RUN ] MatMulIntegerToFloat.NoZeroPoint_NoBias_test_S8S8 [ OK ] MatMulIntegerToFloat.NoZeroPoint_NoBias_test_S8S8 (488 ms) [ RUN ] MatMulIntegerToFloat.HasZeroPoint_HasBias_test_S8S8 [ OK ] MatMulIntegerToFloat.HasZeroPoint_HasBias_test_S8S8 (503 ms) [ RUN ] MatMulIntegerToFloat.HasZeroPoint_NoBias_test_U8U8 [ OK ] MatMulIntegerToFloat.HasZeroPoint_NoBias_test_U8U8 (495 ms) [ RUN ] MatMulIntegerToFloat.NoZeroPoint_HasBias_test_U8U8 [ OK ] MatMulIntegerToFloat.NoZeroPoint_HasBias_test_U8U8 (488 ms) [ RUN ] MatMulIntegerToFloat.NoZeroPoint_NoBias_test_U8U8 [ OK ] MatMulIntegerToFloat.NoZeroPoint_NoBias_test_U8U8 (492 ms) [ RUN ] MatMulIntegerToFloat.HasZeroPoint_HasBias_test_U8X8 [ OK ] MatMulIntegerToFloat.HasZeroPoint_HasBias_test_U8X8 (502 ms) [ RUN ] MatMulIntegerToFloat.HasZeroPoint_NoBias_test_S8U8 [ OK ] MatMulIntegerToFloat.HasZeroPoint_NoBias_test_S8U8 (452 ms) [ RUN ] MatMulIntegerToFloat.NoZeroPoint_HasBias_test_S8U8 [ OK ] MatMulIntegerToFloat.NoZeroPoint_HasBias_test_S8U8 (454 ms) [ RUN ] MatMulIntegerToFloat.NoZeroPoint_NoBias_test_S8U8 [ OK ] MatMulIntegerToFloat.NoZeroPoint_NoBias_test_S8U8 (446 ms) [ RUN ] MatMulIntegerToFloat.HasZeroPoint_HasBias_test_S8U8 [ OK ] MatMulIntegerToFloat.HasZeroPoint_HasBias_test_S8U8 (508 ms) [ RUN ] MatMulIntegerToFloat.HasZeroPoint_NoBias_test_U8S8 [ OK ] MatMulIntegerToFloat.HasZeroPoint_NoBias_test_U8S8 (456 ms) [ RUN ] MatMulIntegerToFloat.NoZeroPoint_HasBias_test_U8S8 [ OK ] MatMulIntegerToFloat.NoZeroPoint_HasBias_test_U8S8 (455 ms) [ RUN ] MatMulIntegerToFloat.NoZeroPoint_NoBias_test_U8S8 [ OK ] MatMulIntegerToFloat.NoZeroPoint_NoBias_test_U8S8 (447 ms) [ RUN ] MatMulIntegerToFloat.HasZeroPoint_HasBias_test_U8S8 [ OK ] MatMulIntegerToFloat.HasZeroPoint_HasBias_test_U8S8 (465 ms) [ RUN ] MatMulIntegerToFloat.MatMulIntegerToFloat_FP16_U8U8 [ OK ] MatMulIntegerToFloat.MatMulIntegerToFloat_FP16_U8U8 (111 ms) [ RUN ] MatMulIntegerToFloat.MatMulIntegerToFloat_FP16_U8S8 [ OK ] MatMulIntegerToFloat.MatMulIntegerToFloat_FP16_U8S8 (115 ms) [ RUN ] MatMulIntegerToFloat.MatMulIntegerToFloat_FP16_S8S8 [ OK ] MatMulIntegerToFloat.MatMulIntegerToFloat_FP16_S8S8 (114 ms) [ RUN ] MatMulIntegerToFloat.MatMulIntegerToFloat_FP16_S8U8 [ OK ] MatMulIntegerToFloat.MatMulIntegerToFloat_FP16_S8U8 (110 ms) [ RUN ] MatMulIntegerToFloat.MatMulIntegerToFloat_FP16 [ OK ] MatMulIntegerToFloat.MatMulIntegerToFloat_FP16 (112 ms) [ RUN ] MatMulIntegerToFloat.MatMulInteger_With_ZeroPoint [ OK ] MatMulIntegerToFloat.MatMulInteger_With_ZeroPoint (337 ms) [----------] 22 tests from MatMulIntegerToFloat (8679 ms total) [----------] Global test environment tear-down [==========] 22 tests from 1 test suite ran. (8680 ms total) [ PASSED ] 22 tests. memleakdbg: ----- No memory leaks detected ----- ``` ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> * `CalculateMatMulIntegerToFloat` to replace CPU EP run reference * Added more FP32 testcases to isolate all input datatype combinations * Added fixed input to `MatMulIntegerToFloat_FP16*` test cases as for FP16 test cases. * onnxruntime/test/testdata/matmul_integer_to_float.py` is capable of generating FP16 models, but we do not produce any for now
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