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Closed as duplicate of#165473
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HLSLHLSL Language SupportHLSL Language Supportbackend:DirectXduplicateResolved as duplicateResolved as duplicatemiscompilation
Description
92 DML operator test failures consistent across devices with AMD, NVIDIA, and Intel GPUs are confirmed to be caused by the following shaders:
GemmLargeGemm_Bias_float_b16c32
GemmLargeGemm_Bias_float_16
GemmLargeGemm_float_b16c32
GemmLargeGemm_float_16
Two failed tests per shader:
OperatorTests::GemmLarge#63
OperatorTests::MatrixMultiplyIntegerToFloatLargeGemm#5
OperatorTests::GemmLarge#2
OperatorTests::MatrixMultiplyIntegerToFloatLargeGemm#15
OperatorTests::GemmLarge#436
OperatorTests::MatrixMultiplyIntegerToFloatLargeGemm#152
OperatorTests::GemmLarge#834
OperatorTests::MatrixMultiplyIntegerToFloatLargeGemm#250
Sample Reproduction
> ./TE.exe DirectML.Test.OperatorTests.dll /name:"OperatorTests::MatrixMultiplyIntegerToFloatLargeGemm#5" /p:DisableMetacommands=1 /logOutput:low
Test Authoring and Execution Framework v10.72 for x64
StartGroup: OperatorTests::MatrixMultiplyIntegerToFloatLargeGemm#5
Error: Output Tensor #0:
Error: Tensor Sizes: 3,1,63,64
Error: Tensor Data Type: float16
Error: Index: 0512 @00000512 [0,0,8,0]. Ref: -6.4179687500 (0xC66B). DML: inf (0x7C00). Abs: inf. Rel: -nan(ind)%. Ulp: 46485
Error: Index: 0513 @00000513 [0,0,8,1]. Ref: -8.3125000000 (0xC828). DML: -inf (0xFC00). Abs: inf. Rel: -nan(ind)%. Ulp: 13272
Error: Index: 0514 @00000514 [0,0,8,2]. Ref: -6.2265625000 (0xC63A). DML: inf (0x7C00). Abs: inf. Rel: -nan(ind)%. Ulp: 46534
Error: Index: 0515 @00000515 [0,0,8,3]. Ref: -8.3125000000 (0xC828). DML: inf (0x7C00). Abs: inf. Rel: -nan(ind)%. Ulp: 46040
Error: Index: 0516 @00000516 [0,0,8,4]. Ref: -7.9375000000 (0xC7F0). DML: 0.1622314453 (0x3131). Abs: 8.099731. Rel: 102.043861%. Ulp: 26945
Error: Index: 0517 @00000517 [0,0,8,5]. Ref: -6.2773437500 (0xC647). DML: -inf (0xFC00). Abs: inf. Rel: -nan(ind)%. Ulp: 13753
Error: Index: 0518 @00000518 [0,0,8,6]. Ref: -8.2656250000 (0xC822). DML: inf (0x7C00). Abs: inf. Rel: -nan(ind)%. Ulp: 46046
Error: Index: 0519 @00000519 [0,0,8,7]. Ref: -6.4218750000 (0xC66C). DML: inf (0x7C00). Abs: inf. Rel: -nan(ind)%. Ulp: 46484
Error: Index: 0520 @00000520 [0,0,8,8]. Ref: -6.3203125000 (0xC652). DML: nan (0x7FFF). Abs: nan. Rel: nan%. Ulp: 47533
Error: 10560 / 12096 (87.301587%) of elements were found to be above tolerance.
Error: Max absolute delta: inf. Allowed absolute tolerance: 0.020000.
Error: Max relative delta: 148.779796%. Allowed relative tolerance: 1.000000%.
Error: Max ULP delta: 47533. Allowed tolerance: 6 ULPs (float16).
Error: Verify: Fail [File: C:\workspace\DirectML\SharedToolingLib\External\Test\TaefHelper\TaefHelper.cpp, Function: TaefHelper::Fail, Line: 133]
EndGroup: OperatorTests::MatrixMultiplyIntegerToFloatLargeGemm#5 [Failed]
Summary of Non-passing Tests:
OperatorTests::MatrixMultiplyIntegerToFloatLargeGemm#5 [Failed]
Summary: Total=1, Passed=0, Failed=1, Blocked=0, Not Run=0, Skipped=0
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HLSLHLSL Language SupportHLSL Language Supportbackend:DirectXduplicateResolved as duplicateResolved as duplicatemiscompilation
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