# Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. # See https://llvm.org/LICENSE.txt for license information. # SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception # Also available under a BSD-style license. See LICENSE. # This file describes the sets of tests expected to fail for each config. # This information is deliberately kept in a side table, rather than # in-situ on the test, as a deliberate layering decision: tests should # have unique keys to identify them and enable side tables of various kinds # (this includes down into lower parts of the stack, where a side table # might be used to keep more elaborate sets of testing configurations). from torch_mlir_e2e_test.test_suite import COMMON_TORCH_MLIR_LOWERING_XFAILS REFBACKEND_XFAIL_SET = COMMON_TORCH_MLIR_LOWERING_XFAILS EAGER_MODE_XFAIL_SET = { # RefBackend fails "TableBatchEmbeddingModule_basic", "QuantizedMLP_basic", "Matmul_vecmat" } MHLO_PASS_SET = { "FlattenStaticModule_basic", "FlattenRank0Module_basic", "TensorsConcatNegativeDimModule_basic", "NumelModule_basic", "ReduceSumDimIntListEmptyDimModule_basic", "SqueezeModule_allUnitDim", "SqueezeDimModule_unitDim", "MeanModule_basic", "MeanDynamicSizesModule_basic", "MeanDimEmptyDimModule_basic", "NumToTensorFloatModule_basic", "AtenToDeviceModule_basic", "AvgPool2dStaticModule_basic", "Conv2dWithPaddingDilationStrideStaticModule_basic", "Convolution2DStaticModule_basic", "ConvolutionModule2DTransposeStridedStatic_basic", "ElementwiseCloneContiguousModule_basic", "ElementwiseCloneModule_basic", "ElementwiseBinaryStaticShapeModule_basic", "ReturnThreeTensorFloat32_basic", "BoolTensorReturnFalseModule_basic", "BoolTensorReturnTrueModule_basic", "BoolTensorReturnMixedModule_basic", "SqueezeModule_static", "TModuleRank1_basic", "TModuleRank0_basic", "ElementwiseToDtypeIdentityModule_basic", "View1DFoldModule_basic", "UnsafeView1DFoldModule_basic", "SqueezeDimModule_static", "SqueezeDimModule_identity", "SliceModule_basic", "SliceNegIdxModule_basic", "SliceOutOfLowerBoundStartIndexModule_basic", "SliceOutOfUpperBoundIndexModule_basic", "SliceStartEqEndModule_basic", "SliceSizeTwoStepModule_basic", "SliceWholeTensorModule_basic", "ReturnTwoTensorF32I64_basic", "Matmul4dStatic_basic", "Matmul_dot", "Matmul_2d", "Matmul_matvec", "Matmul_vecmat", "MaxPool2dWithIndicesStaticModule_basic", "MmDagModule_basic", "MmModule_basic", "MmModule_chained", "MaxPool2dStaticModule_basic", "PermuteModule_basic", "PermuteNegativeIndexModule_basic", "ZerosModuleDefaultDtype_basic", "ZerosModuleInt2D_basic", "ZerosModuleInt3D_basic", "ZerosModuleFloat2D_basic", "ZerosModuleFloat3D_basic", "ZerosModuleFalsePinMemory_basic", "OnesModuleDefaultDtype_basic", "OnesModuleInt_basic", "OnesModuleFloat_basic", "OnesModuleFalsePinMemory_basic", "NewZerosModuleDefaultDtype_basic", "NewZerosModuleInt2D_basic", "NewZerosModuleInt3D_basic", "NewZerosModuleFloat2D_basic", "NewZerosModuleFloat3D_basic", "NewZerosModuleFalsePinMemory_basic", "NewOnesModuleDefaultDtype_basic", "NewOnesModuleInt2D_basic", "NewOnesModuleInt3D_basic", "NewOnesModuleFloat2D_basic", "NewOnesModuleFloat3D_basic", "NewOnesModuleFalsePinMemory_basic", "DropoutEvalIntModule_basic", "DropoutEvalFloatModule_basic", "ContiguousModule_basic", "DropoutModule_basic", "ViewCollapseModule_basic", "ViewCollapseInferredDimModule_basic", "ViewDynamicExpandCollapseModule_basic", "ViewDynamicExpandModule_basic", "ViewExpandModule_basic", "ViewExpandOnesModule_basic", "ViewExpandOnesBeforeAndAfterModule_basic", "ViewExpandOnesMiddleModule_basic", "ViewExpandCollapseModule_basic", "ViewExpandCollapseWithOnesModule_basic", "ViewExpandInferredDimModule_basic", "ViewNoChangeStaticModule_basic", "ViewNoChange1dModule_basic", "ViewNoChange2dModule_basic", "ViewNoChange3dModule_basic", "UnsafeViewExpandModule_basic", "ReduceMaxAllDims_basic", "ReduceMaxFloatModule_basic", "ReduceMaxSignedIntModule_basic", "ReduceMaxUnsignedIntModule_basic", "ReduceSumDimIntListFloatModule_basic", "ReduceSumDimIntListIntModule_basic", "ReduceSumFloatModule_basic", "ReduceSumSignedIntModule_basic", "ReduceSumUnsignedIntModule_basic", "RepeatModule_basic", "ReshapeAliasCollapseModule_basic", "ReshapeAliasExpandModule_basic", "ReshapeExpandModule_basic", "RollModule_basic", "TestMultipleTensorReturn_basic", "AdaptiveAvgPool2dUnitOutputSizeStaticModule_basic", "BaddbmmStaticModule_basic", "BaddbmmBroadcast1DInputModule_basic", "BaddbmmBroadcast2DInputModule_basic", "NarrowHorizontalTest2_basic", "NarrowHorizontalTest_basic", "NarrowVerticalTest2_basic", "NarrowVerticalTest_basic", "NumToTensorIntModule_basic", "NumpyTRank0Module_basic", "NumpyTRank1Module_basic", "NumpyTRank2Module_basic", "NumpyTRankNStaticModule_basic", "NumpyTRankNDynamicModule_basic", "TModuleRank2_basic", "TensorLiteralModule_basic", "TensorsConcatModule_basic", "TensorOpaqueLiteralModule_basic", "TransposeIntModule_basic", "TransposeIntNegDimsModule_basic", "OnesModuleCPUDevice_basic", "Permute0RankModule_basic", "UnsafeViewCollapseModule_basic", "UnsafeViewDynamicExpandModule_basic", } # Write the TOSA set as a "passing" set as it is very early in development # and very few tests work yet. TOSA_PASS_SET = { "ElementwiseUnaryModule_basic", "ElementwiseBinaryModule_basic", "ElementwiseSigmoidModule_basic", "ElementwiseExpModule_basic", "ElementwiseReluModule_basic", "ElementwiseFloorModule_basic", "ElementwiseLogModule_basic", "ElementwiseBinaryStaticShapeModule_basic", "ElementwiseMinimumModule_basic", "ElementwiseMinimumIntModule_basic", "ElementwiseMaximumModule_basic", "ElementwiseMaximumIntModule_basic", "TanhBackward_basic", "ElementwiseAddModule_basic", "ReturnThreeTensorFloat32_basic", "AddCMulModule_basic", "AddCDivModule_basic", "SqueezeModule_broadcast", "BoolTensorReturnFalseModule_basic", "BoolTensorReturnTrueModule_basic", "BoolTensorReturnMixedModule_basic", "BoolTensorHandleSignless_basic", "ElementwiseRsqrtModule_basic", "SqueezeModule_static", "SqueezeModule_noUnitDim", "SqueezeModule_allUnitDim", "TModuleRank1_basic", "TModuleRank0_basic", "ElementwiseToDtypeIdentityModule_basic", "AtenToDeviceModule_basic", "View1DFoldModule_basic", "UnsafeView1DFoldModule_basic", "SqueezeDimModule_static", "SqueezeDimModule_identity", "SqueezeDimModule_unitDim", "ReturnTwoTensorF32I64_basic", "ElementwisePowModule_basic", "BmmModule_basic", "MmDagModule_basic", "Matmul4dStatic_basic", "Matmul_dot", "Matmul_3d", "RsubFloatModule_basic", "RsubFloatModule_noalpha_basic", "ElementwiseGtFloatScalarModule_basic", "ElementwiseGtIntScalarModule_basic", "ElementwiseGtMixed2ScalarModule_basic", "ElementwiseGtFloatTensorModule_basic", "ElementwiseGtIntTensorModule_basic", "ElementwiseLtFloatScalarModule_basic", "ElementwiseLtIntScalarModule_basic", "ElementwiseLtDiffWidthScalarModule_basic", "ElementwiseLtFloatTensorModule_basic", "ElementwiseLtIntTensorModule_basic", "ElementwiseEqFloatScalarModule_basic", "ElementwiseEqIntScalarModule_basic", "ElementwiseEqDiffWidthScalarModule_basic", "ElementwiseEqFloatTensorModule_basic", "ElementwiseEqIntTensorModule_basic", "ElementwiseMulScalarModule_int", "ElementwiseMulScalarModule_float", "ElementwiseMulTensorIntModule_basic", "ElementwiseDivScalarModule_basic", "ElementwiseSubScalarFloatModule_basic", "ElementwiseAddScalarFloatModule_basic", "ElementwiseMulScalarModule_float", "ElementwiseCeilModule_basic", "ElementwiseReciprocalModule_basic", "TypePromotionAlphaWiderModule_basic", "Conv2dWithPaddingDilationStrideStaticModule_basic", "BatchNorm1DModule_basic", "BatchNorm1DWith2DInputModule_basic", "BatchNorm2DModule_basic", "BatchNorm3DModule_basic", "FlattenStaticModule_basic", "FlattenRank0Module_basic", "ElementwiseFlattenBroadcastModule_basic", "SquareModule_basic", "MaxPool2dStaticModule_basic", "ResNet18StaticModule_basic", "NativeLayerNormModule4D_basic", "LayerNormNormalizeOverAllDimsModule_basic", "PermuteModule_basic", "PermuteNegativeIndexModule_basic", "ElementwiseLog2Module_basic", "Threshold1dIntI32Module_basic", "Threshold1dFloatModule_basic", "Threshold2dFloatModule_basic", "Threshold3dFloatModule_basic", "ElementwiseSubScalarIntModule_basic", "ElementwiseAddScalarIntModule_basic", "ElementwiseMulScalarModule_basic", "ZerosModuleDefaultDtype_basic", "ZerosModuleInt2D_basic", "ZerosModuleInt3D_basic", "ZerosModuleFloat2D_basic", "ZerosModuleFloat3D_basic", "ZerosModuleFalsePinMemory_basic", "OnesModuleDefaultDtype_basic", "OnesModuleInt_basic", "OnesModuleFloat_basic", "OnesModuleFalsePinMemory_basic", "OnesModuleCPUDevice_basic", "NewZerosModuleDefaultDtype_basic", "NewZerosModuleInt2D_basic", "NewZerosModuleInt3D_basic", "NewZerosModuleFloat2D_basic", "NewZerosModuleFloat3D_basic", "NewZerosModuleFalsePinMemory_basic", "NewOnesModuleDefaultDtype_basic", "NewOnesModuleInt2D_basic", "NewOnesModuleInt3D_basic", "NewOnesModuleFloat2D_basic", "NewOnesModuleFloat3D_basic", "NewOnesModuleFalsePinMemory_basic", "SiluModule_basic", "DropoutEvalIntModule_basic", "DropoutEvalFloatModule_basic", "ContiguousModule_basic", "DropoutModule_basic", "ViewExpandModule_basic", "ViewExpandOnesModule_basic", "ViewExpandOnesBeforeAndAfterModule_basic", "ViewExpandOnesMiddleModule_basic", "ViewExpandCollapseModule_basic", "ViewExpandCollapseWithOnesModule_basic", "ViewCollapseInferredDimModule_basic", "ViewExpandInferredDimModule_basic", "ViewNoChangeStaticModule_basic", "UnsafeViewExpandModule_basic", "ReshapeCollapseModule_basic", "ElementwiseGeluModule_basic", "GeluBackwardModule_basic", "ElementwiseNeIntScalarModule_basic", "ElementwiseNeFloatTensorModule_basic", "Convolution2DStaticModule_basic", "ElementwiseNegModule_basic", "TestMultipleTensorReturn_basic", "AdaptiveAvgPool2dUnitOutputSizeStaticModule_basic", "BaddbmmDynamicModule_basic", "BaddbmmStaticModule_basic", "BaddbmmWithAlphaBetaModule_basic", "BaddbmmWithAlphaModule_basic", "BaddbmmWithBetaModule_basic", "BaddbmmBroadcast1DInputModule_basic", "BaddbmmBroadcast2DInputModule_basic", "NumpyTRank1Module_basic", "NumpyTRank2Module_basic", "NumpyTRankNStaticModule_basic", "NumpyTRankNDynamicModule_basic", "EmbeddingModuleI32Static_basic", "TModuleRank2_basic", "TransposeIntModule_basic", "TransposeIntNegDimsModule_basic", "ArgmaxModule_keepDim", "ArgmaxModule_with_dim", "_LogSoftmaxModuleStable_basic", } LTC_XFAIL_SET = { "_Convolution2DAllFalseModule_basic", "_Convolution2DBenchmarkModule_basic", "_Convolution2DCudnnModule_basic", "_Convolution2DDeterministicModule_basic", "_Convolution2DTF32Module_basic", "_ConvolutionDeprecated2DAllFalseModule_basic", "_ConvolutionDeprecated2DBenchmarkModule_basic", "_ConvolutionDeprecated2DDeterministicModule_basic", "AdaptiveAvgPool2dNonUnitOutputSizeDynamicModule_basic", "AdaptiveAvgPool2dNonUnitOutputSizeStaticModule_basic", "AddIntModule_basic", "BernoulliFloatModule_basic", "BernoulliModule_basic", "BernoulliTensorModule_basic", "BincountMinlengthModule_basic", "BincountModule_basic", "BincountStaticSizeModule_basic", "BoolFloatFalseModule_basic", "BoolFloatTrueModule_basic", "BoolIntFalseModule_basic", "BoolIntTrueModule_basic", "CeilFloatModule_basic", "DivFloatModule_basic", "DropoutTrainModule_basic", "ElementwiseAtenFloorDivideBroadcastModule_basic", "ElementwiseAtenFloorDivideModule_basic", "ElementwiseWhereScalarModule_basic", "ElementwiseWhereScalarOtherModule_basic", "ElementwiseWhereScalarSelfModule_basic", "ElementwiseWhereSelfModule_basic", "EmptyLikeMemoryFormatModule_basic", "EmptyLikeModule_defaultDtype", "EmptyLikeModule_falsePinMemory", "EmptyLikeModule_float", "EmptyLikeModule_int", "EqIntModule_basic", "Fill_TensorFloat64WithFloat32_basic", "Fill_TensorFloat64WithFloat64_basic", "Fill_TensorFloat64WithInt64_basic", "FullLikeModuleDefaultDtype_basic", "FullLikeModuleFalsePinMemory_basic", "FullLikeModuleFloat2D_basic", "FullLikeModuleFloat3DStatic_basic", "FullLikeModuleFloat3D_basic", "FullLikeModuleInt2DStatic_basic", "FullLikeModuleInt2D_basic", "FullLikeModuleInt3D_basic", "GeFloatIntModule_basic", "GeFloatModule_basic", "GeIntModule_basic", "GtFloatIntModule_basic", "GtIntModule_basic", "HBC_basic", "HardTanhIntModule_basic", "HardTanhModule_basic", "IndexPut1DFloatAccumulateModule_basic", "IndexPut1DFloatNonAccumulateModule_basic", "IndexPut1DIntAccumulateModule_basic", "IndexPut1DIntNonAccumulateModule_basic", "IndexPut2DFloatAccumulateModule_basic", "IndexPut2DFloatNonAccumulateModule_basic", "IndexPut2DIntAccumulateModule_basic", "IndexPut2DIntNonAccumulateModule_basic", "IndexPut3DFloatAccumulateModule_basic", "IndexPut3DFloatNonAccumulateModule_basic", "IndexPut3DIntAccumulateModule_basic", "IndexPut3DIntNonAccumulateModule_basic", "IndexPutHackedTwin1DFloatAccumulateModule_basic", "IndexPutHackedTwin1DFloatNonAccumulateModule_basic", "IndexPutHackedTwin1DIntAccumulateModule_basic", "IndexPutHackedTwin1DIntNonAccumulateModule_basic", "IndexPutHackedTwin2DFloatAccumulateModule_basic", "IndexPutHackedTwin2DFloatNonAccumulateModule_basic", "IndexPutHackedTwin2DIntAccumulateModule_basic", "IndexPutHackedTwin2DIntNonAccumulateModule_basic", "IndexPutHackedTwin3DFloatAccumulateModule_basic", "IndexPutHackedTwin3DFloatNonAccumulateModule_basic", "IndexPutHackedTwin3DIntAccumulateModule_basic", "IndexPutHackedTwin3DIntNonAccumulateModule_basic", "IndexPutImpl1DFloatAccumulateModule_basic", "IndexPutImpl1DFloatNonAccumulateModule_basic", "IndexPutImpl1DIntAccumulateModule_basic", "IndexPutImpl1DIntNonAccumulateModule_basic", "IndexPutImpl2DFloatAccumulateModule_basic", "IndexPutImpl2DFloatNonAccumulateModule_basic", "IndexPutImpl3DFloatAccumulateModule_basic", "IndexPutImpl3DFloatNonAccumulateModule_basic", "IndexTensorModule3dInput_basic", "IndexTensorModule_basic", "IndexTensorMultiInputContiguousCenter_basic", "IndexTensorMultiInputNonContiguous_basic", "IndexTensorMultiInputOneDim_basic", "IndexTensorMultiInputThreeIndexers_basic", "IndexTensorMultiInput_basic", "IndexTensorSelectDimModule_basic", "IndexTensorMultiInputContiguousOneDimDynamic_basic", "IndexTensorMultiInputNonContiguousOneDimDynamic_basic", "IndexTensorMultiInputNonContiguousDynamic_basic", "IndexTensorMultiInputNonContiguousMultipleStaticDims_basic", "Matmul_dot", "Matmul_matvec", "MulIntModule_basic", "NeFloatIntModule_basic", "NeIntModule_basic", "NewEmptyModuleDefaultDtype_basic", "NewEmptyModuleFalsePinMemory_basic", "NewEmptyModuleFloat2D_basic", "NewEmptyModuleFloat3D_basic", "NewEmptyModuleInt2D_basic", "NewEmptyModuleInt3D_basic", "NewEmptyModuleLayoutIntDtype_basic", "NewEmptyModuleNonDefaultFloatDtype_basic", "NewEmptyModuleNonDefaultIntDtype_basic", "NewOnesModuleDefaultDtype_basic", "NewOnesModuleFalsePinMemory_basic", "NewOnesModuleFloat2D_basic", "NewOnesModuleFloat3D_basic", "NewOnesModuleInt2D_basic", "NewOnesModuleInt3D_basic", "OnesLikeModule_defaultDtype", "OnesLikeModule_falsePinMemory", "OnesLikeModule_float", "OnesLikeModule_int", "QuantizedMLP_basic", "RandLikeDtypeModule_basic", "RandLikeModule_basic", "RollModule_basic", "ScalarImplicitFloatModule_basic", "ScalarImplicitIntModule_basic", "SliceEndSleStartModule_basic", "SliceOutOfUpperBoundIndexModule_basic", "SliceStartEqEndModule_basic", "SqrtIntModule_basic", "StdBiasedModule_basic", "StdDimBiasedModule_basic", "StdDimKeepDimFalseModule_basic", "StdDimKeepDimTrueModule_basic", "StdDimEmptyDimModule_basic", "StdDimNoneDimModule_basic", "StdUnbiasedModule_basic", "SubFloatModule_basic", "SubIntModule_basic", "TableBatchEmbeddingModule_basic", "TensorsConcatNegativeDimModule_basic", "TensorToBoolZeroRank_basic", "TensorToBool_basic", "TensorToFloatZeroRank_basic", "TensorToFloat_basic", "TensorToIntZeroRank_basic", "TensorToInt_basic", "TensorsConcatModule_basic", "UniformModule_basic", "UniformStaticModule_basic", "UnsafeViewCollapseDynamicWithAtenSizeIntModule_basic", "ViewCollapseDynamicWithAtenSizeIntModule_basic", "AtenEmbeddingBagSumExample_basic", "Aten_EmbeddingBagExample_basic", "ElementwiseRemainderScalarModule_Int_Float_basic", "ElementwiseRemainderScalarModule_Float_basic", "ElementwiseRemainderScalarModule_Int_basic", "ElementwiseRemainderScalarModule_Bool_basic", }