Created TensorCUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 3503344330 Alignment: 4 nDims 4 Dim [ 4,32,32,32,0,0,0,0,0 ] Str [ 32768,1024,32,1,0,0,0,0,0] ====DIMENSIONS==== input dims are 1, 32, 4, 4 filter dims are 32, 32, 1, 1 output dims are 1, 32, 4, 4 CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 120 Alignment: 4 nDims 4 Dim [ 1,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 121 Alignment: 4 nDims 4 Dim [ 1,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 119 Alignment: 4 nDims 4 Dim [ 32,32,1,1,0,0,0,0,0 ] Str [ 32,1,1,1,0,0,0,0,0] CUDNN_BACKEND_CONVOLUTION_DESCRIPTOR : Datatype: 0 Mode: 0 Num Dimensions: 2 PadLower [ 0,0,0,0,0,0,0,0,0 ] PadUpper [ 0,0,0,0,0,0,0,0,0 ] Dilation [ 1,1,0,0,0,0,0,0,0 ] Stride [ 1,1,0,0,0,0,0,0,0] Operation is CUDNN_BACKEND_OPERATION : OpMode: 11 X 0x556495d7de20 Y 0x556495d7dd00 W 0x556495d7dbe0 B 0 DW 0 DY 0 DX 0 C 0x556495d7dbb0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATIONGRAPH_DESCRIPTOR : CUDNN_BACKEND_ENGINE_DESCRIPTOR : ID: 0 Has 0 knobs CUDNN_BACKEND_ENGINECFG_DESCRIPTOR : Number of knobs: 0 Plan tag: ConvBwdFilter_eng0 CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR : requires workspace 0 variantPack CUDNN_BACKEND_VARIANT_PACK_DESCRIPTOR : has 3 data pointers ====DIMENSIONS==== input dims are 8, 32, 4, 4 filter dims are 32, 32, 1, 1 output dims are 8, 32, 4, 4 CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 120 Alignment: 4 nDims 4 Dim [ 8,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 121 Alignment: 4 nDims 4 Dim [ 8,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 119 Alignment: 4 nDims 4 Dim [ 32,32,1,1,0,0,0,0,0 ] Str [ 32,1,1,1,0,0,0,0,0] CUDNN_BACKEND_CONVOLUTION_DESCRIPTOR : Datatype: 0 Mode: 0 Num Dimensions: 2 PadLower [ 0,0,0,0,0,0,0,0,0 ] PadUpper [ 0,0,0,0,0,0,0,0,0 ] Dilation [ 1,1,0,0,0,0,0,0,0 ] Stride [ 1,1,0,0,0,0,0,0,0] Operation is CUDNN_BACKEND_OPERATION : OpMode: 10 X 0x556495fb3110 Y 0x556495fb3180 W 0x55647b33d3c0 B 0 DW 0 DY 0 DX 0 C 0x556495fd55c0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATIONGRAPH_DESCRIPTOR : Heuristic has 18 configurations [ERROR] Exception CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: 9 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ samples is a Catch v2.13.0 host application. Run with -? for options ------------------------------------------------------------------------------- Use heuristics for execution ------------------------------------------------------------------------------- test_list.cpp:156 ............................................................................... conv_sample.cpp:332: FAILED: CHECK( false ) with message: TEST_CASE :: Use heuristics for engine generation test_list.cpp:201: FAILED: REQUIRE( numErrors == 0 ) with expansion: 4096 (0x1000) == 0 with message: TEST_CASE :: Use heuristics for engine generation ====DIMENSIONS==== input dims are 8, 32, 4, 4 filter dims are 32, 32, 1, 1 output dims are 8, 32, 4, 4 CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 120 Alignment: 4 nDims 4 Dim [ 8,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 121 Alignment: 4 nDims 4 Dim [ 8,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 119 Alignment: 4 nDims 4 Dim [ 32,32,1,1,0,0,0,0,0 ] Str [ 32,1,1,1,0,0,0,0,0] CUDNN_BACKEND_CONVOLUTION_DESCRIPTOR : Datatype: 0 Mode: 0 Num Dimensions: 2 PadLower [ 0,0,0,0,0,0,0,0,0 ] PadUpper [ 0,0,0,0,0,0,0,0,0 ] Dilation [ 1,1,0,0,0,0,0,0,0 ] Stride [ 1,1,0,0,0,0,0,0,0] Operation is CUDNN_BACKEND_OPERATION : OpMode: 10 X 0x556495fb30a0 Y 0x556495d7dd00 W 0x55649c571f80 B 0 DW 0 DY 0 DX 0 C 0x55649c566530 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATIONGRAPH_DESCRIPTOR : Heuristic has 18 configurations [ERROR] Exception CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: 9 ------------------------------------------------------------------------------- Use DNN based heuristics for execution ------------------------------------------------------------------------------- test_list.cpp:204 ............................................................................... conv_sample.cpp:332: FAILED: CHECK( false ) with message: TEST_CASE :: Use DNN based heuristics for engine generation test_list.cpp:249: FAILED: REQUIRE( numErrors == 0 ) with expansion: 4096 (0x1000) == 0 with message: TEST_CASE :: Use DNN based heuristics for engine generation ====DIMENSIONS==== input dims are 1, 32, 4, 4 filter dims are 32, 32, 1, 1 output dims are 1, 32, 4, 4 CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 120 Alignment: 4 nDims 4 Dim [ 1,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 121 Alignment: 4 nDims 4 Dim [ 1,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 119 Alignment: 4 nDims 4 Dim [ 32,32,1,1,0,0,0,0,0 ] Str [ 32,1,1,1,0,0,0,0,0] CUDNN_BACKEND_CONVOLUTION_DESCRIPTOR : Datatype: 0 Mode: 0 Num Dimensions: 2 PadLower [ 0,0,0,0,0,0,0,0,0 ] PadUpper [ 0,0,0,0,0,0,0,0,0 ] Dilation [ 1,1,0,0,0,0,0,0,0 ] Stride [ 1,1,0,0,0,0,0,0,0] Operation is CUDNN_BACKEND_OPERATION : OpMode: 12 X 0x55647b33d3c0 Y 0x556495d7de20 W 0x55647b33e150 B 0 DW 0 DY 0 DX 0 C 0x55649c5670a0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATIONGRAPH_DESCRIPTOR : Heuristic has 15 configurations Fallback List has 19 configurations Heuristic has 15 configurations Fallback List has 1 configurations Filter config list has 26 configurations Plan tag: ConvBwdData_eng0 CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR : variantPack CUDNN_BACKEND_VARIANT_PACK_DESCRIPTOR : has 3 data pointers ====DIMENSIONS==== input dims are 1, 32, 4, 4 filter dims are 32, 32, 1, 1 output dims are 1, 32, 4, 4 CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 120 Alignment: 4 nDims 4 Dim [ 1,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 121 Alignment: 4 nDims 4 Dim [ 1,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 119 Alignment: 4 nDims 4 Dim [ 32,32,1,1,0,0,0,0,0 ] Str [ 32,1,1,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 122 Alignment: 4 nDims 4 Dim [ 1,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 98 Alignment: 4 nDims 4 Dim [ 1,32,1,1,0,0,0,0,0 ] Str [ 32,1,1,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 65 Alignment: 4 nDims 4 Dim [ 1,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 66 Alignment: 4 nDims 4 Dim [ 1,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 67 Alignment: 4 nDims 4 Dim [ 1,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_POINTWISE_DESCRIPTOR : Mode: 0 Math precision 0 CUDNN_BACKEND_POINTWISE_DESCRIPTOR : Mode: 0 Math precision 0 CUDNN_BACKEND_POINTWISE_DESCRIPTOR : Mode: 100 Math precision 0 CUDNN_BACKEND_CONVOLUTION_DESCRIPTOR : Datatype: 0 Mode: 0 Num Dimensions: 2 PadLower [ 0,0,0,0,0,0,0,0,0 ] PadUpper [ 0,0,0,0,0,0,0,0,0 ] Dilation [ 1,1,0,0,0,0,0,0,0 ] Stride [ 1,1,0,0,0,0,0,0,0] CUDNN_BACKEND_OPERATION : OpMode: 10 X 0x556495d7dd00 Y 0x55649bed8330 W 0x55649c5a0100 B 0 DW 0 DY 0 DX 0 C 0x55649c588ff0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATION : OpMode: 13 X 0x55649bed8330 Y 0x55649c589170 W 0 B 0x55649c588e60 DW 0 DY 0 DX 0 C 0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0x55647b33d3c0 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 0.5 0.5 Beta: 0 0 CUDNN_BACKEND_OPERATION : OpMode: 13 X 0x55649c589170 Y 0x55649bedf8b0 W 0 B 0x55649c589060 DW 0 DY 0 DX 0 C 0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0x556495d7de20 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATION : OpMode: 13 X 0x55649bedf8b0 Y 0x556495daf320 W 0 B 0 DW 0 DY 0 DX 0 C 0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0x55647b33e150 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATIONGRAPH_DESCRIPTOR : has 34 engines. CUDNN_BACKEND_ENGINE_DESCRIPTOR : ID: 0 Has 0 knobs CUDNN_BACKEND_ENGINECFG_DESCRIPTOR : Number of knobs: 0 Plan tag: ConvFwd_Add_Add_ReluFwd_eng0 CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR : requires workspace 0 variantPack CUDNN_BACKEND_VARIANT_PACK_DESCRIPTOR : has 5 data pointers ====DIMENSIONS==== input dims are 8, 32, 4, 4 filter dims are 32, 32, 1, 1 output dims are 8, 32, 4, 4 CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 120 Alignment: 4 nDims 4 Dim [ 8,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 121 Alignment: 4 nDims 4 Dim [ 8,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 119 Alignment: 4 nDims 4 Dim [ 32,32,1,1,0,0,0,0,0 ] Str [ 32,1,1,1,0,0,0,0,0] CUDNN_BACKEND_CONVOLUTION_DESCRIPTOR : Datatype: 0 Mode: 0 Num Dimensions: 2 PadLower [ 0,0,0,0,0,0,0,0,0 ] PadUpper [ 0,0,0,0,0,0,0,0,0 ] Dilation [ 1,1,0,0,0,0,0,0,0 ] Stride [ 1,1,0,0,0,0,0,0,0] Operation is CUDNN_BACKEND_OPERATION : OpMode: 10 X 0x556495daf320 Y 0x55647b33d3c0 W 0x55647b33e150 B 0 DW 0 DY 0 DX 0 C 0x556495d7d5e0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATIONGRAPH_DESCRIPTOR : variantPack CUDNN_BACKEND_VARIANT_PACK_DESCRIPTOR : has 3 data pointers Heuristic has 18 configurations Plan: eng28_k2(3)_k3(0) finished in 0.007296 ms, workspace: 0 bytes Plan: eng28_k2(0)_k3(0) finished in 0.009056 ms, workspace: 0 bytes Plan: eng0 finished in 0.014752 ms, workspace: 0 bytes Plan: eng0 finished in 0.014784 ms, workspace: 0 bytes ====PADDING DIMENSIONS==== input dims are 1, 32, 4, 4 filter dims are 32, 32, 1, 1 output dims are 1, 32, 4, 4 CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 120 Alignment: 4 nDims 4 Dim [ 1,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 121 Alignment: 4 nDims 4 Dim [ 1,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 119 Alignment: 4 nDims 4 Dim [ 32,32,1,1,0,0,0,0,0 ] Str [ 32,1,1,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 122 Alignment: 4 nDims 4 Dim [ 1,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 98 Alignment: 4 nDims 4 Dim [ 1,32,1,1,0,0,0,0,0 ] Str [ 32,1,1,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 65 Alignment: 4 nDims 4 Dim [ 1,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 66 Alignment: 4 nDims 4 Dim [ 1,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 67 Alignment: 4 nDims 4 Dim [ 1,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_POINTWISE_DESCRIPTOR : Mode: 0 Math precision 0 CUDNN_BACKEND_POINTWISE_DESCRIPTOR : Mode: 0 Math precision 0 CUDNN_BACKEND_POINTWISE_DESCRIPTOR : Mode: 100 Math precision 0 CUDNN_BACKEND_CONVOLUTION_DESCRIPTOR : Datatype: 0 Mode: 0 Num Dimensions: 2 PadLower [ 0,0,0,0,0,0,0,0,0 ] PadUpper [ 0,0,0,0,0,0,0,0,0 ] Dilation [ 1,1,0,0,0,0,0,0,0 ] Stride [ 1,1,0,0,0,0,0,0,0] CUDNN_BACKEND_OPERATION : OpMode: 10 X 0x5564b69221e0 Y 0x5564b68d9eb0 W 0x55649c597da0 B 0 DW 0 DY 0 DX 0 C 0x55649c571f80 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATION : OpMode: 13 X 0x5564b68d9eb0 Y 0x55649c588ff0 W 0 B 0x55649c554260 DW 0 DY 0 DX 0 C 0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0x5564b68d6a60 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 0.5 0.5 Beta: 0 0 CUDNN_BACKEND_OPERATION : OpMode: 13 X 0x55649c588ff0 Y 0x5564b69206b0 W 0 B 0x55649c59ec50 DW 0 DY 0 DX 0 C 0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0x55649c589910 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATION : OpMode: 13 X 0x5564b69206b0 Y 0x556495fb4460 W 0 B 0 DW 0 DY 0 DX 0 C 0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0x55649bc66850 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 variantPack CUDNN_BACKEND_VARIANT_PACK_DESCRIPTOR : has 5 data pointers Heuristic has 18 configurations Plan: eng11_k2(3)_k3(0) finished in 0.007616 ms, workspace: 0 bytes Plan: eng18_k2(2)_k4(2)_k5(0)_k6(0)_k7(0) finished in 0.010464 ms, workspace: 4352 bytes Plan: eng20_k2(2)_k4(2)_k5(0)_k6(0)_k7(0)_k19(0) finished in 0.011936 ms, workspace: 4352 bytes Plan: eng0 finished in 0.014272 ms, workspace: 0 bytes Plan: eng19_k2(2)_k4(0)_k5(3)_k6(2)_k7(1) finished in 0.018304 ms, workspace: 8464 bytes Plan: eng12_k11(0) finished in 0.020064 ms, workspace: 2437120 bytes Plan: eng13 finished in 0.028288 ms, workspace: 174080 bytes Plan: eng2_k2(4)_k4(0)_k5(3)_k6(3)_k7(2)_k19(0) finished in 0.035104 ms, workspace: 6480 bytes ====DIMENSIONS==== input dims are 8, 32, 4, 4 filter dims are 32, 32, 1, 1 output dims are 8, 32, 4, 4 CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 120 Alignment: 4 nDims 4 Dim [ 8,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 121 Alignment: 4 nDims 4 Dim [ 8,32,4,4,0,0,0,0,0 ] Str [ 512,16,4,1,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 0 Id: 119 Alignment: 4 nDims 4 Dim [ 32,32,1,1,0,0,0,0,0 ] Str [ 32,1,1,1,0,0,0,0,0] CUDNN_BACKEND_CONVOLUTION_DESCRIPTOR : Datatype: 0 Mode: 0 Num Dimensions: 2 PadLower [ 0,0,0,0,0,0,0,0,0 ] PadUpper [ 0,0,0,0,0,0,0,0,0 ] Dilation [ 1,1,0,0,0,0,0,0,0 ] Stride [ 1,1,0,0,0,0,0,0,0] Operation is CUDNN_BACKEND_OPERATION : OpMode: 10 X 0x5564b69836f0 Y 0x5564b6983720 W 0x5564b69833f0 B 0 DW 0 DY 0 DX 0 C 0x5564b68d6e40 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATIONGRAPH_DESCRIPTOR : variantPack CUDNN_BACKEND_VARIANT_PACK_DESCRIPTOR : has 3 data pointers Heuristic has 18 configurations Plan: eng28_k2(3)_k3(0) workspace: 0 bytes Plan: eng0 workspace: 0 bytes ====DIMENSIONS==== input dims are 4, 24, 31, 31 filter dims are 32, 24, 9, 9 output dims are 4, 32, 5, 5 CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 120 Alignment: 16 nDims 4 Dim [ 4,24,31,31,0,0,0,0,0 ] Str [ 23064,1,744,24,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 119 Alignment: 16 nDims 4 Dim [ 32,24,9,9,0,0,0,0,0 ] Str [ 1944,1,216,24,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 115 Alignment: 16 nDims 4 Dim [ 1,32,1,1,0,0,0,0,0 ] Str [ 32,1,32,32,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 98 Alignment: 16 nDims 4 Dim [ 1,32,1,1,0,0,0,0,0 ] Str [ 32,1,32,32,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 97 Alignment: 16 nDims 4 Dim [ 4,32,5,5,0,0,0,0,0 ] Str [ 800,1,160,32,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 65 Alignment: 16 nDims 4 Dim [ 4,32,5,5,0,0,0,0,0 ] Str [ 800,1,160,32,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 66 Alignment: 16 nDims 4 Dim [ 4,32,5,5,0,0,0,0,0 ] Str [ 800,1,160,32,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 67 Alignment: 16 nDims 4 Dim [ 4,32,5,5,0,0,0,0,0 ] Str [ 800,1,160,32,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 68 Alignment: 16 nDims 4 Dim [ 4,32,5,5,0,0,0,0,0 ] Str [ 800,1,160,32,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 121 Alignment: 16 nDims 4 Dim [ 4,32,5,5,0,0,0,0,0 ] Str [ 800,1,160,32,0,0,0,0,0] CUDNN_BACKEND_POINTWISE_DESCRIPTOR : Mode: 1 Math precision 0 CUDNN_BACKEND_POINTWISE_DESCRIPTOR : Mode: 0 Math precision 0 CUDNN_BACKEND_POINTWISE_DESCRIPTOR : Mode: 0 Math precision 0 CUDNN_BACKEND_POINTWISE_DESCRIPTOR : Mode: 100 Math precision 0 CUDNN_BACKEND_CONVOLUTION_DESCRIPTOR : Datatype: 0 Mode: 1 Num Dimensions: 2 PadLower [ 3,3,0,0,0,0,0,0,0 ] PadUpper [ 3,3,0,0,0,0,0,0,0 ] Dilation [ 1,1,0,0,0,0,0,0,0 ] Stride [ 7,7,0,0,0,0,0,0,0] CUDNN_BACKEND_OPERATION : OpMode: 10 X 0x5564b690f980 Y 0x556495fb4460 W 0x556495fb3ae0 B 0 DW 0 DY 0 DX 0 C 0x55649c566570 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATION : OpMode: 13 X 0x556495fb4460 Y 0x5564b64745d0 W 0 B 0x5564b6921440 DW 0 DY 0 DX 0 C 0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0x55647b33d3c0 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATION : OpMode: 13 X 0x5564b64745d0 Y 0x5564b52179c0 W 0 B 0x55649beda750 DW 0 DY 0 DX 0 C 0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0x55649c597da0 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATION : OpMode: 13 X 0x5564b52179c0 Y 0x5564b6920410 W 0 B 0x5564b6580b10 DW 0 DY 0 DX 0 C 0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0x55649c554260 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATION : OpMode: 13 X 0x5564b6920410 Y 0x55649c5a0100 W 0 B 0 DW 0 DY 0 DX 0 C 0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0x55647aa0e490 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATIONGRAPH_DESCRIPTOR : has 1 engines. CUDNN_BACKEND_ENGINE_DESCRIPTOR : ID: 0 Has 1 knobs Knob:24 Min: 0 Max: 28 Stride: 1 CUDNN_BACKEND_ENGINECFG_DESCRIPTOR : Number of knobs: 1 [ERROR] Exception CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: 11 ------------------------------------------------------------------------------- ConvScaleBiasAddAct sample ------------------------------------------------------------------------------- test_list.cpp:470 ............................................................................... fusion_sample.cpp:283: FAILED: CHECK( false ) with message: TEST_CASE :: Sample runtime fusion code with backend API ====DIMENSIONS==== a matrix dims are 1, 64, 32 b matrix dims are 1, 32, 64 c matrix dims are 1, 64, 64 CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 97 Alignment: 16 nDims 3 Dim [ 1,64,32,0,0,0,0,0,0 ] Str [ 2048,32,1,0,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 98 Alignment: 16 nDims 3 Dim [ 1,32,64,0,0,0,0,0,0 ] Str [ 2048,64,1,0,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 122 Alignment: 16 nDims 3 Dim [ 1,1,64,0,0,0,0,0,0 ] Str [ 64,64,1,0,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 65 Alignment: 16 nDims 3 Dim [ 1,64,64,0,0,0,0,0,0 ] Str [ 4096,64,1,0,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 66 Alignment: 16 nDims 3 Dim [ 1,64,64,0,0,0,0,0,0 ] Str [ 4096,64,1,0,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 99 Alignment: 16 nDims 3 Dim [ 1,64,64,0,0,0,0,0,0 ] Str [ 4096,64,1,0,0,0,0,0,0] CUDNN_BACKEND_POINTWISE_DESCRIPTOR : Mode: 0 Math precision 0 CUDNN_BACKEND_POINTWISE_DESCRIPTOR : Mode: 104 Math precision 0 CUDNN_BACKEND_MATMUL_DESCRIPTOR : Math precision 0 CUDNN_BACKEND_OPERATION : OpMode: 19 X 0 Y 0 W 0 B 0 DW 0 DY 0 DX 0 C 0 A Mtrix 0x55649c59cd50 B Mtrix 0x55649c59a910 C Mtrix 0x55649c58b230 P 0 MatMul 0x5564b64745d0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATION : OpMode: 13 X 0x55649c58b230 Y 0x5564b657b0f0 W 0 B 0x55649c59cd20 DW 0 DY 0 DX 0 C 0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0x5564b6920410 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATION : OpMode: 13 X 0x5564b657b0f0 Y 0x556495fb3ae0 W 0 B 0 DW 0 DY 0 DX 0 C 0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0x5564b52179c0 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATIONGRAPH_DESCRIPTOR : has 1 engines. CUDNN_BACKEND_ENGINE_DESCRIPTOR : ID: 0 Has 1 knobs Knob:24 Min: 0 Max: 28 Stride: 1 CUDNN_BACKEND_ENGINECFG_DESCRIPTOR : Number of knobs: 1 [ERROR] Exception CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: 11 ------------------------------------------------------------------------------- MatmulBiasAct sample ------------------------------------------------------------------------------- test_list.cpp:511 ............................................................................... fusion_sample.cpp:457: FAILED: CHECK( false ) with message: TEST_CASE :: Sample matmul runtime fusion code with backend API ====PADDING DIMENSIONS==== padded input dims are 4, 24, 31, 31 padded filter dims are 32, 24, 9, 9 padded output dims are 4, 32, 5, 5 CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 101 Alignment: 4 nDims 4 Dim [ 4,24,31,31,0,0,0,0,0 ] Str [ 23064,1,744,24,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 102 Alignment: 4 nDims 4 Dim [ 32,24,9,9,0,0,0,0,0 ] Str [ 1944,1,216,24,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 1001 Alignment: 4 nDims 4 Dim [ 4,32,5,5,0,0,0,0,0 ] Str [ 800,1,160,32,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 201 Alignment: 4 nDims 4 Dim [ 4,32,5,5,0,0,0,0,0 ] Str [ 800,1,160,32,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 301 Alignment: 4 nDims 4 Dim [ 4,32,5,5,0,0,0,0,0 ] Str [ 800,1,160,32,0,0,0,0,0] CUDNN_BACKEND_CONVOLUTION_DESCRIPTOR : Datatype: 0 Mode: 1 Num Dimensions: 2 PadLower [ 3,3,0,0,0,0,0,0,0 ] PadUpper [ 3,3,0,0,0,0,0,0,0 ] Dilation [ 1,1,0,0,0,0,0,0,0 ] Stride [ 7,7,0,0,0,0,0,0,0] CUDNN_BACKEND_OPERATION : OpMode: 10 X 0x5564b697dc00 Y 0x5564b690d8d0 W 0x5564b690d8a0 B 0 DW 0 DY 0 DX 0 C 0x5564b6920410 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_POINTWISE_DESCRIPTOR : Mode: 200 Math precision 0 CUDNN_BACKEND_OPERATION : OpMode: 13 X 0x5564b6581170 Y 0 W 0 B 0 DW 0 DY 0x5564b690d8d0 DX 0x5564b65810e0 C 0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0x55649c5a0100 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATIONGRAPH_DESCRIPTOR : has 1 engines. CUDNN_BACKEND_ENGINE_DESCRIPTOR : ID: 0 Has 1 knobs Knob:24 Min: 0 Max: 28 Stride: 1 Updated knob choice Knob:24 Min: 0 Max: 28 Stride: 1 CUDNN_BACKEND_ENGINECFG_DESCRIPTOR : Number of knobs: 1 [ERROR] Exception CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: 11 ------------------------------------------------------------------------------- ConvDrelu sample ------------------------------------------------------------------------------- test_list.cpp:540 ............................................................................... fusion_sample.cpp:634: FAILED: CHECK( false ) with message: TEST_CASE :: Sample conv drelu ====PADDING DIMENSIONS==== padded input dims are 4, 32, 32, 32 padded filter dims are 32, 32, 3, 3 padded output dims are 4, 32, 30, 30 CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 1001 Alignment: 4 nDims 4 Dim [ 4,32,32,32,0,0,0,0,0 ] Str [ 32768,1,1024,32,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 102 Alignment: 4 nDims 4 Dim [ 32,32,3,3,0,0,0,0,0 ] Str [ 288,1,96,32,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 301 Alignment: 4 nDims 4 Dim [ 4,32,30,30,0,0,0,0,0 ] Str [ 28800,1,960,32,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 201 Alignment: 4 nDims 4 Dim [ 4,32,32,32,0,0,0,0,0 ] Str [ 32768,1,1024,32,0,0,0,0,0] CUDNN_BACKEND_TENSOR_DESCRIPTOR : Datatype: 2 Id: 101 Alignment: 4 nDims 4 Dim [ 4,32,32,32,0,0,0,0,0 ] Str [ 32768,1,1024,32,0,0,0,0,0] CUDNN_BACKEND_CONVOLUTION_DESCRIPTOR : Datatype: 0 Mode: 1 Num Dimensions: 2 PadLower [ 0,0,0,0,0,0,0,0,0 ] PadUpper [ 0,0,0,0,0,0,0,0,0 ] Dilation [ 1,1,0,0,0,0,0,0,0 ] Stride [ 1,1,0,0,0,0,0,0,0] CUDNN_BACKEND_OPERATION : OpMode: 12 X 0 Y 0 W 0x5564b6782860 B 0 DW 0 DY 0x55649c5b8cb0 DX 0x55649c5b8c20 C 0x5564b691eed0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_POINTWISE_DESCRIPTOR : Mode: 200 Math precision 0 CUDNN_BACKEND_OPERATION : OpMode: 13 X 0x5564b6920410 Y 0 W 0 B 0 DW 0 DY 0x55649c5b8c20 DX 0x55649c58ca00 C 0 A Mtrix 0 B Mtrix 0 C Mtrix 0 P 0x556495fb4460 MatMul 0 alphabetaType 4 Alpha: 1 1 Alpha2: 1 1 Beta: 0 0 CUDNN_BACKEND_OPERATIONGRAPH_DESCRIPTOR : has 1 engines. CUDNN_BACKEND_ENGINE_DESCRIPTOR : ID: 0 Has 1 knobs Knob:24 Min: 0 Max: 28 Stride: 1 Updated knob choice Knob:24 Min: 0 Max: 28 Stride: 1 CUDNN_BACKEND_ENGINECFG_DESCRIPTOR : Number of knobs: 1 [ERROR] Exception CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: 11 ------------------------------------------------------------------------------- DgradDrelu sample ------------------------------------------------------------------------------- test_list.cpp:609 ............................................................................... fusion_sample.cpp:813: FAILED: CHECK( false ) with message: TEST_CASE :: Sample dgrad drelu =============================================================================== test cases: 13 | 7 passed | 6 failed assertions: 20 | 12 passed | 8 failed