1 // clang-format off
2 // Generated file (from: bidirectional_sequence_rnn.mod.py). Do not edit
get_examples_blackbox()3 std::vector<MixedTypedExample>& get_examples_blackbox() {
4 static std::vector<MixedTypedExample> examples_blackbox = {
5 // Begin of an example
6 {
7 .operands = {
8 //Input(s)
9 { // See tools/test_generator/include/TestHarness.h:MixedTyped
10 // int -> Dimensions map
11 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
12 // int -> FLOAT32 map
13 .float32Operands = {{0, {0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, 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14 // int -> INT32 map
15 .int32Operands = {},
16 // int -> QUANT8_ASYMM map
17 .quant8AsymmOperands = {},
18 // int -> QUANT16_SYMM map
19 .quant16SymmOperands = {},
20 // int -> FLOAT16 map
21 .float16Operands = {},
22 // int -> BOOL8 map
23 .bool8Operands = {},
24 // int -> QUANT8_SYMM_PER_CHANNEL map
25 .quant8ChannelOperands = {},
26 // int -> QUANT16_ASYMM map
27 .quant16AsymmOperands = {},
28 // int -> QUANT8_SYMM map
29 .quant8SymmOperands = {},
30 },
31 //Output(s)
32 { // See tools/test_generator/include/TestHarness.h:MixedTyped
33 // int -> Dimensions map
34 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
35 // int -> FLOAT32 map
36 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f}}, {1, {0.496726f, 0.0f, 1.00883f, 0.0f, 0.0584256f, 0.0f, 0.0f, 0.236412f, 0.0f, 0.0f, 0.612267f, 0.487726f, 0.0f, 0.54883f, 1.16099f, 0.0291233f, 0.0f, 0.0f, 0.428302f, 0.0f, 0.0f, 0.0f, 0.0f, 1.13262f, 0.0f, 1.64415f, 0.0f, 0.311249f, 0.570804f, 0.259696f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262334f, 0.0f, 0.0f, 0.0f, 1.23781f, 0.0f, 2.86532f, 0.0f, 0.0f, 1.34389f, 2.76409f, 0.0f, 0.0f, 1.03969f, 0.0f, 0.00410865f, 0.0f, 0.0470295f, 0.0f, 0.0f, 0.0f, 0.371556f, 0.27175f, 1.36614f, 1.63956f, 0.683887f, 1.06176f, 0.719552f, 0.301314f, 0.971195f, 0.0f, 0.697143f, 0.0f, 0.215219f, 0.210693f, 0.363027f, 0.0f, 0.501283f, 0.0f, 1.13399f, 0.623774f, 0.0f, 1.09851f, 1.33313f, 0.470441f, 0.210965f, 0.0f, 0.664178f, 0.0f, 0.839686f, 0.0f, 0.0f, 0.147834f, 0.0f, 0.0f, 0.0f, 0.58786f, 0.490128f, 0.0f, 0.905806f, 0.0f, 0.932134f, 0.424257f, 0.0f, 0.0f, 0.860629f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.513721f, 0.207341f, 1.09508f, 1.08385f, 0.0f, 0.973787f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.20698f, 0.0f, 0.0f, 0.0f, 1.56135f, 1.12369f, 0.99588f, 0.459803f, 0.0f, 0.915854f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.03206f, 0.0f, 0.773264f, 0.267228f, 1.55012f, 1.202f, 1.51611f, 0.701202f, 0.0f, 0.725088f, 0.0f, 0.509069f, 0.0f, 0.671349f, 0.581129f, 0.343447f, 0.0f, 0.107755f, 0.611838f, 1.4331f, 1.55871f, 0.015242f, 0.140624f, 0.492562f, 0.395095f, 0.147722f, 0.0f, 0.784925f, 0.0f, 1.65477f, 0.715257f, 0.0f, 0.0f, 0.0f, 0.685024f, 0.0f, 1.89505f, 1.00037f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.52659f, 0.0f, 0.0f, 0.0f, 0.0f, 0.618583f, 0.0f, 0.11115f, 0.0f, 1.37194f, 0.630225f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0322124f, 0.0f, 0.0f, 0.0f, 0.0f, 0.430834f, 0.252786f, 0.0f, 0.0f, 0.0f, 0.991297f, 1.98451f, 0.0f, 0.0f, 0.111511f, 0.0f, 1.05513f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.412559f, 0.0429958f, 0.256564f, 1.27858f, 0.289948f, 0.0f, 1.01693f, 0.327141f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.83508f, 0.346248f, 0.0f, 0.961535f, 0.790026f, 0.552203f, 2.13457f, 2.19233f, 0.333244f, 0.316526f, 0.179398f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.86126f, 0.0f, 0.728256f, 0.750013f, 0.011861f, 0.576383f, 3.38891f, 1.29273f, 0.0f, 0.496726f, 0.0f, 1.00883f, 0.0f, 0.0584256f, 0.0f, 0.0f, 0.236412f, 0.0f, 0.0f, 0.612267f, 0.487726f, 0.0f, 0.54883f, 1.16099f, 0.0291233f, 0.0f, 0.0f, 0.428302f, 0.0f, 0.0f, 0.0f, 0.0f, 1.13262f, 0.0f, 1.64415f, 0.0f, 0.311249f, 0.570804f, 0.259696f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262334f, 0.0f, 0.0f, 0.0f, 1.23781f, 0.0f, 2.86532f, 0.0f, 0.0f, 1.34389f, 2.76409f, 0.0f, 0.0f, 1.03969f, 0.0f, 0.00410865f, 0.0f, 0.0470295f, 0.0f, 0.0f, 0.0f, 0.371556f, 0.27175f, 1.36614f, 1.63956f, 0.683887f, 1.06176f, 0.719552f, 0.301314f, 0.971195f, 0.0f, 0.697143f, 0.0f, 0.215219f, 0.210693f, 0.363027f, 0.0f, 0.501283f, 0.0f, 1.13399f, 0.623774f, 0.0f, 1.09851f, 1.33313f, 0.470441f, 0.210965f, 0.0f, 0.664178f, 0.0f, 0.839686f, 0.0f, 0.0f, 0.147834f, 0.0f, 0.0f, 0.0f, 0.58786f, 0.490128f, 0.0f, 0.905806f, 0.0f, 0.932134f, 0.424257f, 0.0f, 0.0f, 0.860629f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.513721f, 0.207341f, 1.09508f, 1.08385f, 0.0f, 0.973787f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.20698f, 0.0f, 0.0f, 0.0f, 1.56135f, 1.12369f, 0.99588f, 0.459803f, 0.0f, 0.915854f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.03206f, 0.0f, 0.773264f, 0.267228f, 1.55012f, 1.202f, 1.51611f, 0.701202f, 0.0f, 0.725088f, 0.0f, 0.509069f, 0.0f, 0.671349f, 0.581129f, 0.343447f, 0.0f, 0.107755f, 0.611838f, 1.4331f, 1.55871f, 0.015242f, 0.140624f, 0.492562f, 0.395095f, 0.147722f, 0.0f, 0.784925f, 0.0f, 1.65477f, 0.715257f, 0.0f, 0.0f, 0.0f, 0.685024f, 0.0f, 1.89505f, 1.00037f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.52659f, 0.0f, 0.0f, 0.0f, 0.0f, 0.618583f, 0.0f, 0.11115f, 0.0f, 1.37194f, 0.630225f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0322124f, 0.0f, 0.0f, 0.0f, 0.0f, 0.430834f, 0.252786f, 0.0f, 0.0f, 0.0f, 0.991297f, 1.98451f, 0.0f, 0.0f, 0.111511f, 0.0f, 1.05513f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.412559f, 0.0429958f, 0.256564f, 1.27858f, 0.289948f, 0.0f, 1.01693f, 0.327141f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.83508f, 0.346248f, 0.0f, 0.961535f, 0.790026f, 0.552203f, 2.13457f, 2.19233f, 0.333244f, 0.316526f, 0.179398f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.86126f, 0.0f, 0.728256f, 0.750013f, 0.011861f, 0.576383f, 3.38891f, 1.29273f, 0.0f}}},
37 // int -> INT32 map
38 .int32Operands = {},
39 // int -> QUANT8_ASYMM map
40 .quant8AsymmOperands = {},
41 // int -> QUANT16_SYMM map
42 .quant16SymmOperands = {},
43 // int -> FLOAT16 map
44 .float16Operands = {},
45 // int -> BOOL8 map
46 .bool8Operands = {},
47 // int -> QUANT8_SYMM_PER_CHANNEL map
48 .quant8ChannelOperands = {},
49 // int -> QUANT16_ASYMM map
50 .quant16AsymmOperands = {},
51 // int -> QUANT8_SYMM map
52 .quant8SymmOperands = {},
53 }
54 },
55 }, // End of an example
56 };
57 return examples_blackbox;
58 };
59
get_examples_blackbox_relaxed()60 std::vector<MixedTypedExample>& get_examples_blackbox_relaxed() {
61 static std::vector<MixedTypedExample> examples_blackbox_relaxed = {
62 // Begin of an example
63 {
64 .operands = {
65 //Input(s)
66 { // See tools/test_generator/include/TestHarness.h:MixedTyped
67 // int -> Dimensions map
68 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
69 // int -> FLOAT32 map
70 .float32Operands = {{0, {0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.19379807f, 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71 // int -> INT32 map
72 .int32Operands = {},
73 // int -> QUANT8_ASYMM map
74 .quant8AsymmOperands = {},
75 // int -> QUANT16_SYMM map
76 .quant16SymmOperands = {},
77 // int -> FLOAT16 map
78 .float16Operands = {},
79 // int -> BOOL8 map
80 .bool8Operands = {},
81 // int -> QUANT8_SYMM_PER_CHANNEL map
82 .quant8ChannelOperands = {},
83 // int -> QUANT16_ASYMM map
84 .quant16AsymmOperands = {},
85 // int -> QUANT8_SYMM map
86 .quant8SymmOperands = {},
87 },
88 //Output(s)
89 { // See tools/test_generator/include/TestHarness.h:MixedTyped
90 // int -> Dimensions map
91 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
92 // int -> FLOAT32 map
93 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 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0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f}}, {1, {0.496726f, 0.0f, 1.00883f, 0.0f, 0.0584256f, 0.0f, 0.0f, 0.236412f, 0.0f, 0.0f, 0.612267f, 0.487726f, 0.0f, 0.54883f, 1.16099f, 0.0291233f, 0.0f, 0.0f, 0.428302f, 0.0f, 0.0f, 0.0f, 0.0f, 1.13262f, 0.0f, 1.64415f, 0.0f, 0.311249f, 0.570804f, 0.259696f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262334f, 0.0f, 0.0f, 0.0f, 1.23781f, 0.0f, 2.86532f, 0.0f, 0.0f, 1.34389f, 2.76409f, 0.0f, 0.0f, 1.03969f, 0.0f, 0.00410865f, 0.0f, 0.0470295f, 0.0f, 0.0f, 0.0f, 0.371556f, 0.27175f, 1.36614f, 1.63956f, 0.683887f, 1.06176f, 0.719552f, 0.301314f, 0.971195f, 0.0f, 0.697143f, 0.0f, 0.215219f, 0.210693f, 0.363027f, 0.0f, 0.501283f, 0.0f, 1.13399f, 0.623774f, 0.0f, 1.09851f, 1.33313f, 0.470441f, 0.210965f, 0.0f, 0.664178f, 0.0f, 0.839686f, 0.0f, 0.0f, 0.147834f, 0.0f, 0.0f, 0.0f, 0.58786f, 0.490128f, 0.0f, 0.905806f, 0.0f, 0.932134f, 0.424257f, 0.0f, 0.0f, 0.860629f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.513721f, 0.207341f, 1.09508f, 1.08385f, 0.0f, 0.973787f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.20698f, 0.0f, 0.0f, 0.0f, 1.56135f, 1.12369f, 0.99588f, 0.459803f, 0.0f, 0.915854f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.03206f, 0.0f, 0.773264f, 0.267228f, 1.55012f, 1.202f, 1.51611f, 0.701202f, 0.0f, 0.725088f, 0.0f, 0.509069f, 0.0f, 0.671349f, 0.581129f, 0.343447f, 0.0f, 0.107755f, 0.611838f, 1.4331f, 1.55871f, 0.015242f, 0.140624f, 0.492562f, 0.395095f, 0.147722f, 0.0f, 0.784925f, 0.0f, 1.65477f, 0.715257f, 0.0f, 0.0f, 0.0f, 0.685024f, 0.0f, 1.89505f, 1.00037f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.52659f, 0.0f, 0.0f, 0.0f, 0.0f, 0.618583f, 0.0f, 0.11115f, 0.0f, 1.37194f, 0.630225f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0322124f, 0.0f, 0.0f, 0.0f, 0.0f, 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0.0f, 0.0f, 0.0f, 0.0f, 0.618583f, 0.0f, 0.11115f, 0.0f, 1.37194f, 0.630225f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0322124f, 0.0f, 0.0f, 0.0f, 0.0f, 0.430834f, 0.252786f, 0.0f, 0.0f, 0.0f, 0.991297f, 1.98451f, 0.0f, 0.0f, 0.111511f, 0.0f, 1.05513f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.412559f, 0.0429958f, 0.256564f, 1.27858f, 0.289948f, 0.0f, 1.01693f, 0.327141f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.83508f, 0.346248f, 0.0f, 0.961535f, 0.790026f, 0.552203f, 2.13457f, 2.19233f, 0.333244f, 0.316526f, 0.179398f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.86126f, 0.0f, 0.728256f, 0.750013f, 0.011861f, 0.576383f, 3.38891f, 1.29273f, 0.0f}}},
94 // int -> INT32 map
95 .int32Operands = {},
96 // int -> QUANT8_ASYMM map
97 .quant8AsymmOperands = {},
98 // int -> QUANT16_SYMM map
99 .quant16SymmOperands = {},
100 // int -> FLOAT16 map
101 .float16Operands = {},
102 // int -> BOOL8 map
103 .bool8Operands = {},
104 // int -> QUANT8_SYMM_PER_CHANNEL map
105 .quant8ChannelOperands = {},
106 // int -> QUANT16_ASYMM map
107 .quant16AsymmOperands = {},
108 // int -> QUANT8_SYMM map
109 .quant8SymmOperands = {},
110 }
111 },
112 }, // End of an example
113 };
114 return examples_blackbox_relaxed;
115 };
116
get_examples_blackbox_float16()117 std::vector<MixedTypedExample>& get_examples_blackbox_float16() {
118 static std::vector<MixedTypedExample> examples_blackbox_float16 = {
119 // Begin of an example
120 {
121 .operands = {
122 //Input(s)
123 { // See tools/test_generator/include/TestHarness.h:MixedTyped
124 // int -> Dimensions map
125 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
126 // int -> FLOAT32 map
127 .float32Operands = {},
128 // int -> INT32 map
129 .int32Operands = {},
130 // int -> QUANT8_ASYMM map
131 .quant8AsymmOperands = {},
132 // int -> QUANT16_SYMM map
133 .quant16SymmOperands = {},
134 // int -> FLOAT16 map
135 .float16Operands = {{0, {0.23689353466033936f, 0.28538501262664795f, 0.03702974319458008f, -0.19858193397521973f, -0.27569133043289185f, 0.4377344846725464f, 0.6037933826446533f, 0.3556246757507324f, -0.6942484378814697f, -0.93421471118927f, -0.8728787899017334f, 0.37144362926483154f, -0.6247671842575073f, 0.2379167079925537f, 0.40060222148895264f, 0.13566219806671143f, -0.9977490305900574f, -0.9885817170143127f, -0.38952237367630005f, -0.47685933113098145f, 0.31073617935180664f, 0.7151104211807251f, -0.6376775503158569f, -0.3172910809516907f, 0.33468103408813477f, 0.7580188512802124f, 0.3066098690032959f, -0.37354087829589844f, 0.7700284719467163f, -0.6274704337120056f, -0.6857216358184814f, 0.006922006607055664f, 0.6579146385192871f, 0.35130810737609863f, 0.8083400726318359f, -0.6177767515182495f, -0.21095740795135498f, 0.41213345527648926f, 0.7378480434417725f, 0.09479415416717529f, 0.47791874408721924f, 0.8649692535400391f, -0.5337622165679932f, 0.8531515598297119f, 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136 // int -> BOOL8 map
137 .bool8Operands = {},
138 // int -> QUANT8_SYMM_PER_CHANNEL map
139 .quant8ChannelOperands = {},
140 // int -> QUANT16_ASYMM map
141 .quant16AsymmOperands = {},
142 // int -> QUANT8_SYMM map
143 .quant8SymmOperands = {},
144 },
145 //Output(s)
146 { // See tools/test_generator/include/TestHarness.h:MixedTyped
147 // int -> Dimensions map
148 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
149 // int -> FLOAT32 map
150 .float32Operands = {},
151 // int -> INT32 map
152 .int32Operands = {},
153 // int -> QUANT8_ASYMM map
154 .quant8AsymmOperands = {},
155 // int -> QUANT16_SYMM map
156 .quant16SymmOperands = {},
157 // int -> FLOAT16 map
158 .float16Operands = {{0, {0.49672600626945496f, 0.0f, 0.9659960269927979f, 0.0f, 0.05842540040612221f, 0.0f, 0.0f, 0.12314999848604202f, 0.0f, 0.0f, 0.6122660040855408f, 0.45660099387168884f, 0.0f, 0.5228599905967712f, 1.1609899997711182f, 0.029123200103640556f, 0.0f, 0.0f, 0.5249009728431702f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0211600065231323f, 0.0f, 1.3576200008392334f, 0.0f, 0.35690900683403015f, 0.4364149868488312f, 0.03557270020246506f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.26233500242233276f, 0.0f, 0.0f, 0.0f, 1.3399200439453125f, 0.0f, 2.973900079727173f, 0.0f, 0.0f, 1.3191399574279785f, 2.6614699363708496f, 0.0f, 0.0f, 0.9425680041313171f, 0.0f, 0.0f, 0.0f, 0.02550699934363365f, 0.0f, 0.0f, 0.0f, 0.3214290142059326f, 0.5691409707069397f, 1.2527400255203247f, 1.5771900415420532f, 0.8158000111579895f, 1.2180500030517578f, 0.5862389802932739f, 0.2542699873447418f, 1.0443600416183472f, 0.0f, 0.6307250261306763f, 0.0f, 0.13380099833011627f, 0.21069300174713135f, 0.3630259931087494f, 0.0f, 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159 // int -> BOOL8 map
160 .bool8Operands = {},
161 // int -> QUANT8_SYMM_PER_CHANNEL map
162 .quant8ChannelOperands = {},
163 // int -> QUANT16_ASYMM map
164 .quant16AsymmOperands = {},
165 // int -> QUANT8_SYMM map
166 .quant8SymmOperands = {},
167 }
168 },
169 }, // End of an example
170 };
171 return examples_blackbox_float16;
172 };
173
get_examples_blackbox_dynamic_output_shape()174 std::vector<MixedTypedExample>& get_examples_blackbox_dynamic_output_shape() {
175 static std::vector<MixedTypedExample> examples_blackbox_dynamic_output_shape = {
176 // Begin of an example
177 {
178 .operands = {
179 //Input(s)
180 { // See tools/test_generator/include/TestHarness.h:MixedTyped
181 // int -> Dimensions map
182 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
183 // int -> FLOAT32 map
184 .float32Operands = {{0, {0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.19379807f, 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185 // int -> INT32 map
186 .int32Operands = {},
187 // int -> QUANT8_ASYMM map
188 .quant8AsymmOperands = {},
189 // int -> QUANT16_SYMM map
190 .quant16SymmOperands = {},
191 // int -> FLOAT16 map
192 .float16Operands = {},
193 // int -> BOOL8 map
194 .bool8Operands = {},
195 // int -> QUANT8_SYMM_PER_CHANNEL map
196 .quant8ChannelOperands = {},
197 // int -> QUANT16_ASYMM map
198 .quant16AsymmOperands = {},
199 // int -> QUANT8_SYMM map
200 .quant8SymmOperands = {},
201 },
202 //Output(s)
203 { // See tools/test_generator/include/TestHarness.h:MixedTyped
204 // int -> Dimensions map
205 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
206 // int -> FLOAT32 map
207 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 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208 // int -> INT32 map
209 .int32Operands = {},
210 // int -> QUANT8_ASYMM map
211 .quant8AsymmOperands = {},
212 // int -> QUANT16_SYMM map
213 .quant16SymmOperands = {},
214 // int -> FLOAT16 map
215 .float16Operands = {},
216 // int -> BOOL8 map
217 .bool8Operands = {},
218 // int -> QUANT8_SYMM_PER_CHANNEL map
219 .quant8ChannelOperands = {},
220 // int -> QUANT16_ASYMM map
221 .quant16AsymmOperands = {},
222 // int -> QUANT8_SYMM map
223 .quant8SymmOperands = {},
224 }
225 },
226 }, // End of an example
227 };
228 return examples_blackbox_dynamic_output_shape;
229 };
230
get_examples_blackbox_dynamic_output_shape_relaxed()231 std::vector<MixedTypedExample>& get_examples_blackbox_dynamic_output_shape_relaxed() {
232 static std::vector<MixedTypedExample> examples_blackbox_dynamic_output_shape_relaxed = {
233 // Begin of an example
234 {
235 .operands = {
236 //Input(s)
237 { // See tools/test_generator/include/TestHarness.h:MixedTyped
238 // int -> Dimensions map
239 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
240 // int -> FLOAT32 map
241 .float32Operands = {{0, {0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.19379807f, 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242 // int -> INT32 map
243 .int32Operands = {},
244 // int -> QUANT8_ASYMM map
245 .quant8AsymmOperands = {},
246 // int -> QUANT16_SYMM map
247 .quant16SymmOperands = {},
248 // int -> FLOAT16 map
249 .float16Operands = {},
250 // int -> BOOL8 map
251 .bool8Operands = {},
252 // int -> QUANT8_SYMM_PER_CHANNEL map
253 .quant8ChannelOperands = {},
254 // int -> QUANT16_ASYMM map
255 .quant16AsymmOperands = {},
256 // int -> QUANT8_SYMM map
257 .quant8SymmOperands = {},
258 },
259 //Output(s)
260 { // See tools/test_generator/include/TestHarness.h:MixedTyped
261 // int -> Dimensions map
262 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
263 // int -> FLOAT32 map
264 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 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265 // int -> INT32 map
266 .int32Operands = {},
267 // int -> QUANT8_ASYMM map
268 .quant8AsymmOperands = {},
269 // int -> QUANT16_SYMM map
270 .quant16SymmOperands = {},
271 // int -> FLOAT16 map
272 .float16Operands = {},
273 // int -> BOOL8 map
274 .bool8Operands = {},
275 // int -> QUANT8_SYMM_PER_CHANNEL map
276 .quant8ChannelOperands = {},
277 // int -> QUANT16_ASYMM map
278 .quant16AsymmOperands = {},
279 // int -> QUANT8_SYMM map
280 .quant8SymmOperands = {},
281 }
282 },
283 }, // End of an example
284 };
285 return examples_blackbox_dynamic_output_shape_relaxed;
286 };
287
get_examples_blackbox_dynamic_output_shape_float16()288 std::vector<MixedTypedExample>& get_examples_blackbox_dynamic_output_shape_float16() {
289 static std::vector<MixedTypedExample> examples_blackbox_dynamic_output_shape_float16 = {
290 // Begin of an example
291 {
292 .operands = {
293 //Input(s)
294 { // See tools/test_generator/include/TestHarness.h:MixedTyped
295 // int -> Dimensions map
296 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
297 // int -> FLOAT32 map
298 .float32Operands = {},
299 // int -> INT32 map
300 .int32Operands = {},
301 // int -> QUANT8_ASYMM map
302 .quant8AsymmOperands = {},
303 // int -> QUANT16_SYMM map
304 .quant16SymmOperands = {},
305 // int -> FLOAT16 map
306 .float16Operands = {{0, {0.23689353466033936f, 0.28538501262664795f, 0.03702974319458008f, -0.19858193397521973f, -0.27569133043289185f, 0.4377344846725464f, 0.6037933826446533f, 0.3556246757507324f, -0.6942484378814697f, -0.93421471118927f, -0.8728787899017334f, 0.37144362926483154f, -0.6247671842575073f, 0.2379167079925537f, 0.40060222148895264f, 0.13566219806671143f, -0.9977490305900574f, -0.9885817170143127f, -0.38952237367630005f, -0.47685933113098145f, 0.31073617935180664f, 0.7151104211807251f, -0.6376775503158569f, -0.3172910809516907f, 0.33468103408813477f, 0.7580188512802124f, 0.3066098690032959f, -0.37354087829589844f, 0.7700284719467163f, -0.6274704337120056f, -0.6857216358184814f, 0.006922006607055664f, 0.6579146385192871f, 0.35130810737609863f, 0.8083400726318359f, -0.6177767515182495f, -0.21095740795135498f, 0.41213345527648926f, 0.7378480434417725f, 0.09479415416717529f, 0.47791874408721924f, 0.8649692535400391f, -0.5337622165679932f, 0.8531515598297119f, 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307 // int -> BOOL8 map
308 .bool8Operands = {},
309 // int -> QUANT8_SYMM_PER_CHANNEL map
310 .quant8ChannelOperands = {},
311 // int -> QUANT16_ASYMM map
312 .quant16AsymmOperands = {},
313 // int -> QUANT8_SYMM map
314 .quant8SymmOperands = {},
315 },
316 //Output(s)
317 { // See tools/test_generator/include/TestHarness.h:MixedTyped
318 // int -> Dimensions map
319 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
320 // int -> FLOAT32 map
321 .float32Operands = {},
322 // int -> INT32 map
323 .int32Operands = {},
324 // int -> QUANT8_ASYMM map
325 .quant8AsymmOperands = {},
326 // int -> QUANT16_SYMM map
327 .quant16SymmOperands = {},
328 // int -> FLOAT16 map
329 .float16Operands = {{0, {0.49672600626945496f, 0.0f, 0.9659960269927979f, 0.0f, 0.05842540040612221f, 0.0f, 0.0f, 0.12314999848604202f, 0.0f, 0.0f, 0.6122660040855408f, 0.45660099387168884f, 0.0f, 0.5228599905967712f, 1.1609899997711182f, 0.029123200103640556f, 0.0f, 0.0f, 0.5249009728431702f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0211600065231323f, 0.0f, 1.3576200008392334f, 0.0f, 0.35690900683403015f, 0.4364149868488312f, 0.03557270020246506f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.26233500242233276f, 0.0f, 0.0f, 0.0f, 1.3399200439453125f, 0.0f, 2.973900079727173f, 0.0f, 0.0f, 1.3191399574279785f, 2.6614699363708496f, 0.0f, 0.0f, 0.9425680041313171f, 0.0f, 0.0f, 0.0f, 0.02550699934363365f, 0.0f, 0.0f, 0.0f, 0.3214290142059326f, 0.5691409707069397f, 1.2527400255203247f, 1.5771900415420532f, 0.8158000111579895f, 1.2180500030517578f, 0.5862389802932739f, 0.2542699873447418f, 1.0443600416183472f, 0.0f, 0.6307250261306763f, 0.0f, 0.13380099833011627f, 0.21069300174713135f, 0.3630259931087494f, 0.0f, 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330 // int -> BOOL8 map
331 .bool8Operands = {},
332 // int -> QUANT8_SYMM_PER_CHANNEL map
333 .quant8ChannelOperands = {},
334 // int -> QUANT16_ASYMM map
335 .quant16AsymmOperands = {},
336 // int -> QUANT8_SYMM map
337 .quant8SymmOperands = {},
338 }
339 },
340 }, // End of an example
341 };
342 return examples_blackbox_dynamic_output_shape_float16;
343 };
344
get_examples_blackbox_time_major()345 std::vector<MixedTypedExample>& get_examples_blackbox_time_major() {
346 static std::vector<MixedTypedExample> examples_blackbox_time_major = {
347 // Begin of an example
348 {
349 .operands = {
350 //Input(s)
351 { // See tools/test_generator/include/TestHarness.h:MixedTyped
352 // int -> Dimensions map
353 .operandDimensions = {{0, {16, 2, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
354 // int -> FLOAT32 map
355 .float32Operands = {{0, {0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 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356 // int -> INT32 map
357 .int32Operands = {},
358 // int -> QUANT8_ASYMM map
359 .quant8AsymmOperands = {},
360 // int -> QUANT16_SYMM map
361 .quant16SymmOperands = {},
362 // int -> FLOAT16 map
363 .float16Operands = {},
364 // int -> BOOL8 map
365 .bool8Operands = {},
366 // int -> QUANT8_SYMM_PER_CHANNEL map
367 .quant8ChannelOperands = {},
368 // int -> QUANT16_ASYMM map
369 .quant16AsymmOperands = {},
370 // int -> QUANT8_SYMM map
371 .quant8SymmOperands = {},
372 },
373 //Output(s)
374 { // See tools/test_generator/include/TestHarness.h:MixedTyped
375 // int -> Dimensions map
376 .operandDimensions = {{0, {16, 2, 16}}, {1, {16, 2, 16}}},
377 // int -> FLOAT32 map
378 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 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379 // int -> INT32 map
380 .int32Operands = {},
381 // int -> QUANT8_ASYMM map
382 .quant8AsymmOperands = {},
383 // int -> QUANT16_SYMM map
384 .quant16SymmOperands = {},
385 // int -> FLOAT16 map
386 .float16Operands = {},
387 // int -> BOOL8 map
388 .bool8Operands = {},
389 // int -> QUANT8_SYMM_PER_CHANNEL map
390 .quant8ChannelOperands = {},
391 // int -> QUANT16_ASYMM map
392 .quant16AsymmOperands = {},
393 // int -> QUANT8_SYMM map
394 .quant8SymmOperands = {},
395 }
396 },
397 }, // End of an example
398 };
399 return examples_blackbox_time_major;
400 };
401
get_examples_blackbox_time_major_relaxed()402 std::vector<MixedTypedExample>& get_examples_blackbox_time_major_relaxed() {
403 static std::vector<MixedTypedExample> examples_blackbox_time_major_relaxed = {
404 // Begin of an example
405 {
406 .operands = {
407 //Input(s)
408 { // See tools/test_generator/include/TestHarness.h:MixedTyped
409 // int -> Dimensions map
410 .operandDimensions = {{0, {16, 2, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
411 // int -> FLOAT32 map
412 .float32Operands = {{0, {0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 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413 // int -> INT32 map
414 .int32Operands = {},
415 // int -> QUANT8_ASYMM map
416 .quant8AsymmOperands = {},
417 // int -> QUANT16_SYMM map
418 .quant16SymmOperands = {},
419 // int -> FLOAT16 map
420 .float16Operands = {},
421 // int -> BOOL8 map
422 .bool8Operands = {},
423 // int -> QUANT8_SYMM_PER_CHANNEL map
424 .quant8ChannelOperands = {},
425 // int -> QUANT16_ASYMM map
426 .quant16AsymmOperands = {},
427 // int -> QUANT8_SYMM map
428 .quant8SymmOperands = {},
429 },
430 //Output(s)
431 { // See tools/test_generator/include/TestHarness.h:MixedTyped
432 // int -> Dimensions map
433 .operandDimensions = {{0, {16, 2, 16}}, {1, {16, 2, 16}}},
434 // int -> FLOAT32 map
435 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 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436 // int -> INT32 map
437 .int32Operands = {},
438 // int -> QUANT8_ASYMM map
439 .quant8AsymmOperands = {},
440 // int -> QUANT16_SYMM map
441 .quant16SymmOperands = {},
442 // int -> FLOAT16 map
443 .float16Operands = {},
444 // int -> BOOL8 map
445 .bool8Operands = {},
446 // int -> QUANT8_SYMM_PER_CHANNEL map
447 .quant8ChannelOperands = {},
448 // int -> QUANT16_ASYMM map
449 .quant16AsymmOperands = {},
450 // int -> QUANT8_SYMM map
451 .quant8SymmOperands = {},
452 }
453 },
454 }, // End of an example
455 };
456 return examples_blackbox_time_major_relaxed;
457 };
458
get_examples_blackbox_time_major_float16()459 std::vector<MixedTypedExample>& get_examples_blackbox_time_major_float16() {
460 static std::vector<MixedTypedExample> examples_blackbox_time_major_float16 = {
461 // Begin of an example
462 {
463 .operands = {
464 //Input(s)
465 { // See tools/test_generator/include/TestHarness.h:MixedTyped
466 // int -> Dimensions map
467 .operandDimensions = {{0, {16, 2, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
468 // int -> FLOAT32 map
469 .float32Operands = {},
470 // int -> INT32 map
471 .int32Operands = {},
472 // int -> QUANT8_ASYMM map
473 .quant8AsymmOperands = {},
474 // int -> QUANT16_SYMM map
475 .quant16SymmOperands = {},
476 // int -> FLOAT16 map
477 .float16Operands = {{0, {0.23689353466033936f, 0.28538501262664795f, 0.03702974319458008f, -0.19858193397521973f, -0.27569133043289185f, 0.4377344846725464f, 0.6037933826446533f, 0.3556246757507324f, 0.23689353466033936f, 0.28538501262664795f, 0.03702974319458008f, -0.19858193397521973f, -0.27569133043289185f, 0.4377344846725464f, 0.6037933826446533f, 0.3556246757507324f, -0.6942484378814697f, -0.93421471118927f, -0.8728787899017334f, 0.37144362926483154f, -0.6247671842575073f, 0.2379167079925537f, 0.40060222148895264f, 0.13566219806671143f, -0.6942484378814697f, -0.93421471118927f, -0.8728787899017334f, 0.37144362926483154f, -0.6247671842575073f, 0.2379167079925537f, 0.40060222148895264f, 0.13566219806671143f, -0.9977490305900574f, -0.9885817170143127f, -0.38952237367630005f, -0.47685933113098145f, 0.31073617935180664f, 0.7151104211807251f, -0.6376775503158569f, -0.3172910809516907f, -0.9977490305900574f, -0.9885817170143127f, -0.38952237367630005f, -0.47685933113098145f, 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478 // int -> BOOL8 map
479 .bool8Operands = {},
480 // int -> QUANT8_SYMM_PER_CHANNEL map
481 .quant8ChannelOperands = {},
482 // int -> QUANT16_ASYMM map
483 .quant16AsymmOperands = {},
484 // int -> QUANT8_SYMM map
485 .quant8SymmOperands = {},
486 },
487 //Output(s)
488 { // See tools/test_generator/include/TestHarness.h:MixedTyped
489 // int -> Dimensions map
490 .operandDimensions = {{0, {16, 2, 16}}, {1, {16, 2, 16}}},
491 // int -> FLOAT32 map
492 .float32Operands = {},
493 // int -> INT32 map
494 .int32Operands = {},
495 // int -> QUANT8_ASYMM map
496 .quant8AsymmOperands = {},
497 // int -> QUANT16_SYMM map
498 .quant16SymmOperands = {},
499 // int -> FLOAT16 map
500 .float16Operands = {{0, {0.49672600626945496f, 0.0f, 0.9659960269927979f, 0.0f, 0.05842540040612221f, 0.0f, 0.0f, 0.12314999848604202f, 0.0f, 0.0f, 0.6122660040855408f, 0.45660099387168884f, 0.0f, 0.5228599905967712f, 1.1609899997711182f, 0.029123200103640556f, 0.49672600626945496f, 0.0f, 0.9659960269927979f, 0.0f, 0.05842540040612221f, 0.0f, 0.0f, 0.12314999848604202f, 0.0f, 0.0f, 0.6122660040855408f, 0.45660099387168884f, 0.0f, 0.5228599905967712f, 1.1609899997711182f, 0.029123200103640556f, 0.0f, 0.0f, 0.5249009728431702f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0211600065231323f, 0.0f, 1.3576200008392334f, 0.0f, 0.35690900683403015f, 0.4364149868488312f, 0.03557270020246506f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5249009728431702f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0211600065231323f, 0.0f, 1.3576200008392334f, 0.0f, 0.35690900683403015f, 0.4364149868488312f, 0.03557270020246506f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.26233500242233276f, 0.0f, 0.0f, 0.0f, 1.3399200439453125f, 0.0f, 2.973900079727173f, 0.0f, 0.0f, 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501 // int -> BOOL8 map
502 .bool8Operands = {},
503 // int -> QUANT8_SYMM_PER_CHANNEL map
504 .quant8ChannelOperands = {},
505 // int -> QUANT16_ASYMM map
506 .quant16AsymmOperands = {},
507 // int -> QUANT8_SYMM map
508 .quant8SymmOperands = {},
509 }
510 },
511 }, // End of an example
512 };
513 return examples_blackbox_time_major_float16;
514 };
515
get_examples_blackbox_time_major_dynamic_output_shape()516 std::vector<MixedTypedExample>& get_examples_blackbox_time_major_dynamic_output_shape() {
517 static std::vector<MixedTypedExample> examples_blackbox_time_major_dynamic_output_shape = {
518 // Begin of an example
519 {
520 .operands = {
521 //Input(s)
522 { // See tools/test_generator/include/TestHarness.h:MixedTyped
523 // int -> Dimensions map
524 .operandDimensions = {{0, {16, 2, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
525 // int -> FLOAT32 map
526 .float32Operands = {{0, {0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 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527 // int -> INT32 map
528 .int32Operands = {},
529 // int -> QUANT8_ASYMM map
530 .quant8AsymmOperands = {},
531 // int -> QUANT16_SYMM map
532 .quant16SymmOperands = {},
533 // int -> FLOAT16 map
534 .float16Operands = {},
535 // int -> BOOL8 map
536 .bool8Operands = {},
537 // int -> QUANT8_SYMM_PER_CHANNEL map
538 .quant8ChannelOperands = {},
539 // int -> QUANT16_ASYMM map
540 .quant16AsymmOperands = {},
541 // int -> QUANT8_SYMM map
542 .quant8SymmOperands = {},
543 },
544 //Output(s)
545 { // See tools/test_generator/include/TestHarness.h:MixedTyped
546 // int -> Dimensions map
547 .operandDimensions = {{0, {16, 2, 16}}, {1, {16, 2, 16}}},
548 // int -> FLOAT32 map
549 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 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550 // int -> INT32 map
551 .int32Operands = {},
552 // int -> QUANT8_ASYMM map
553 .quant8AsymmOperands = {},
554 // int -> QUANT16_SYMM map
555 .quant16SymmOperands = {},
556 // int -> FLOAT16 map
557 .float16Operands = {},
558 // int -> BOOL8 map
559 .bool8Operands = {},
560 // int -> QUANT8_SYMM_PER_CHANNEL map
561 .quant8ChannelOperands = {},
562 // int -> QUANT16_ASYMM map
563 .quant16AsymmOperands = {},
564 // int -> QUANT8_SYMM map
565 .quant8SymmOperands = {},
566 }
567 },
568 }, // End of an example
569 };
570 return examples_blackbox_time_major_dynamic_output_shape;
571 };
572
get_examples_blackbox_time_major_dynamic_output_shape_relaxed()573 std::vector<MixedTypedExample>& get_examples_blackbox_time_major_dynamic_output_shape_relaxed() {
574 static std::vector<MixedTypedExample> examples_blackbox_time_major_dynamic_output_shape_relaxed = {
575 // Begin of an example
576 {
577 .operands = {
578 //Input(s)
579 { // See tools/test_generator/include/TestHarness.h:MixedTyped
580 // int -> Dimensions map
581 .operandDimensions = {{0, {16, 2, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
582 // int -> FLOAT32 map
583 .float32Operands = {{0, {0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 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584 // int -> INT32 map
585 .int32Operands = {},
586 // int -> QUANT8_ASYMM map
587 .quant8AsymmOperands = {},
588 // int -> QUANT16_SYMM map
589 .quant16SymmOperands = {},
590 // int -> FLOAT16 map
591 .float16Operands = {},
592 // int -> BOOL8 map
593 .bool8Operands = {},
594 // int -> QUANT8_SYMM_PER_CHANNEL map
595 .quant8ChannelOperands = {},
596 // int -> QUANT16_ASYMM map
597 .quant16AsymmOperands = {},
598 // int -> QUANT8_SYMM map
599 .quant8SymmOperands = {},
600 },
601 //Output(s)
602 { // See tools/test_generator/include/TestHarness.h:MixedTyped
603 // int -> Dimensions map
604 .operandDimensions = {{0, {16, 2, 16}}, {1, {16, 2, 16}}},
605 // int -> FLOAT32 map
606 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 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607 // int -> INT32 map
608 .int32Operands = {},
609 // int -> QUANT8_ASYMM map
610 .quant8AsymmOperands = {},
611 // int -> QUANT16_SYMM map
612 .quant16SymmOperands = {},
613 // int -> FLOAT16 map
614 .float16Operands = {},
615 // int -> BOOL8 map
616 .bool8Operands = {},
617 // int -> QUANT8_SYMM_PER_CHANNEL map
618 .quant8ChannelOperands = {},
619 // int -> QUANT16_ASYMM map
620 .quant16AsymmOperands = {},
621 // int -> QUANT8_SYMM map
622 .quant8SymmOperands = {},
623 }
624 },
625 }, // End of an example
626 };
627 return examples_blackbox_time_major_dynamic_output_shape_relaxed;
628 };
629
get_examples_blackbox_time_major_dynamic_output_shape_float16()630 std::vector<MixedTypedExample>& get_examples_blackbox_time_major_dynamic_output_shape_float16() {
631 static std::vector<MixedTypedExample> examples_blackbox_time_major_dynamic_output_shape_float16 = {
632 // Begin of an example
633 {
634 .operands = {
635 //Input(s)
636 { // See tools/test_generator/include/TestHarness.h:MixedTyped
637 // int -> Dimensions map
638 .operandDimensions = {{0, {16, 2, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
639 // int -> FLOAT32 map
640 .float32Operands = {},
641 // int -> INT32 map
642 .int32Operands = {},
643 // int -> QUANT8_ASYMM map
644 .quant8AsymmOperands = {},
645 // int -> QUANT16_SYMM map
646 .quant16SymmOperands = {},
647 // int -> FLOAT16 map
648 .float16Operands = {{0, {0.23689353466033936f, 0.28538501262664795f, 0.03702974319458008f, -0.19858193397521973f, -0.27569133043289185f, 0.4377344846725464f, 0.6037933826446533f, 0.3556246757507324f, 0.23689353466033936f, 0.28538501262664795f, 0.03702974319458008f, -0.19858193397521973f, -0.27569133043289185f, 0.4377344846725464f, 0.6037933826446533f, 0.3556246757507324f, -0.6942484378814697f, -0.93421471118927f, -0.8728787899017334f, 0.37144362926483154f, -0.6247671842575073f, 0.2379167079925537f, 0.40060222148895264f, 0.13566219806671143f, -0.6942484378814697f, -0.93421471118927f, -0.8728787899017334f, 0.37144362926483154f, -0.6247671842575073f, 0.2379167079925537f, 0.40060222148895264f, 0.13566219806671143f, -0.9977490305900574f, -0.9885817170143127f, -0.38952237367630005f, -0.47685933113098145f, 0.31073617935180664f, 0.7151104211807251f, -0.6376775503158569f, -0.3172910809516907f, -0.9977490305900574f, -0.9885817170143127f, -0.38952237367630005f, -0.47685933113098145f, 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649 // int -> BOOL8 map
650 .bool8Operands = {},
651 // int -> QUANT8_SYMM_PER_CHANNEL map
652 .quant8ChannelOperands = {},
653 // int -> QUANT16_ASYMM map
654 .quant16AsymmOperands = {},
655 // int -> QUANT8_SYMM map
656 .quant8SymmOperands = {},
657 },
658 //Output(s)
659 { // See tools/test_generator/include/TestHarness.h:MixedTyped
660 // int -> Dimensions map
661 .operandDimensions = {{0, {16, 2, 16}}, {1, {16, 2, 16}}},
662 // int -> FLOAT32 map
663 .float32Operands = {},
664 // int -> INT32 map
665 .int32Operands = {},
666 // int -> QUANT8_ASYMM map
667 .quant8AsymmOperands = {},
668 // int -> QUANT16_SYMM map
669 .quant16SymmOperands = {},
670 // int -> FLOAT16 map
671 .float16Operands = {{0, {0.49672600626945496f, 0.0f, 0.9659960269927979f, 0.0f, 0.05842540040612221f, 0.0f, 0.0f, 0.12314999848604202f, 0.0f, 0.0f, 0.6122660040855408f, 0.45660099387168884f, 0.0f, 0.5228599905967712f, 1.1609899997711182f, 0.029123200103640556f, 0.49672600626945496f, 0.0f, 0.9659960269927979f, 0.0f, 0.05842540040612221f, 0.0f, 0.0f, 0.12314999848604202f, 0.0f, 0.0f, 0.6122660040855408f, 0.45660099387168884f, 0.0f, 0.5228599905967712f, 1.1609899997711182f, 0.029123200103640556f, 0.0f, 0.0f, 0.5249009728431702f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0211600065231323f, 0.0f, 1.3576200008392334f, 0.0f, 0.35690900683403015f, 0.4364149868488312f, 0.03557270020246506f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5249009728431702f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0211600065231323f, 0.0f, 1.3576200008392334f, 0.0f, 0.35690900683403015f, 0.4364149868488312f, 0.03557270020246506f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.26233500242233276f, 0.0f, 0.0f, 0.0f, 1.3399200439453125f, 0.0f, 2.973900079727173f, 0.0f, 0.0f, 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672 // int -> BOOL8 map
673 .bool8Operands = {},
674 // int -> QUANT8_SYMM_PER_CHANNEL map
675 .quant8ChannelOperands = {},
676 // int -> QUANT16_ASYMM map
677 .quant16AsymmOperands = {},
678 // int -> QUANT8_SYMM map
679 .quant8SymmOperands = {},
680 }
681 },
682 }, // End of an example
683 };
684 return examples_blackbox_time_major_dynamic_output_shape_float16;
685 };
686
get_examples_blackbox_time_major_merge_outputs()687 std::vector<MixedTypedExample>& get_examples_blackbox_time_major_merge_outputs() {
688 static std::vector<MixedTypedExample> examples_blackbox_time_major_merge_outputs = {
689 // Begin of an example
690 {
691 .operands = {
692 //Input(s)
693 { // See tools/test_generator/include/TestHarness.h:MixedTyped
694 // int -> Dimensions map
695 .operandDimensions = {{0, {16, 2, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
696 // int -> FLOAT32 map
697 .float32Operands = {{0, {0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 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698 // int -> INT32 map
699 .int32Operands = {},
700 // int -> QUANT8_ASYMM map
701 .quant8AsymmOperands = {},
702 // int -> QUANT16_SYMM map
703 .quant16SymmOperands = {},
704 // int -> FLOAT16 map
705 .float16Operands = {},
706 // int -> BOOL8 map
707 .bool8Operands = {},
708 // int -> QUANT8_SYMM_PER_CHANNEL map
709 .quant8ChannelOperands = {},
710 // int -> QUANT16_ASYMM map
711 .quant16AsymmOperands = {},
712 // int -> QUANT8_SYMM map
713 .quant8SymmOperands = {},
714 },
715 //Output(s)
716 { // See tools/test_generator/include/TestHarness.h:MixedTyped
717 // int -> Dimensions map
718 .operandDimensions = {{0, {16, 2, 32}}},
719 // int -> FLOAT32 map
720 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.496726f, 0.0f, 1.00883f, 0.0f, 0.0584256f, 0.0f, 0.0f, 0.236412f, 0.0f, 0.0f, 0.612267f, 0.487726f, 0.0f, 0.54883f, 1.16099f, 0.0291233f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.496726f, 0.0f, 1.00883f, 0.0f, 0.0584256f, 0.0f, 0.0f, 0.236412f, 0.0f, 0.0f, 0.612267f, 0.487726f, 0.0f, 0.54883f, 1.16099f, 0.0291233f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.428302f, 0.0f, 0.0f, 0.0f, 0.0f, 1.13262f, 0.0f, 1.64415f, 0.0f, 0.311249f, 0.570804f, 0.259696f, 0.0f, 0.0f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.428302f, 0.0f, 0.0f, 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721 // int -> INT32 map
722 .int32Operands = {},
723 // int -> QUANT8_ASYMM map
724 .quant8AsymmOperands = {},
725 // int -> QUANT16_SYMM map
726 .quant16SymmOperands = {},
727 // int -> FLOAT16 map
728 .float16Operands = {},
729 // int -> BOOL8 map
730 .bool8Operands = {},
731 // int -> QUANT8_SYMM_PER_CHANNEL map
732 .quant8ChannelOperands = {},
733 // int -> QUANT16_ASYMM map
734 .quant16AsymmOperands = {},
735 // int -> QUANT8_SYMM map
736 .quant8SymmOperands = {},
737 }
738 },
739 }, // End of an example
740 };
741 return examples_blackbox_time_major_merge_outputs;
742 };
743
get_examples_blackbox_time_major_merge_outputs_relaxed()744 std::vector<MixedTypedExample>& get_examples_blackbox_time_major_merge_outputs_relaxed() {
745 static std::vector<MixedTypedExample> examples_blackbox_time_major_merge_outputs_relaxed = {
746 // Begin of an example
747 {
748 .operands = {
749 //Input(s)
750 { // See tools/test_generator/include/TestHarness.h:MixedTyped
751 // int -> Dimensions map
752 .operandDimensions = {{0, {16, 2, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
753 // int -> FLOAT32 map
754 .float32Operands = {{0, {0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.19379807f, 0.29120302f, 0.077113032f, 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755 // int -> INT32 map
756 .int32Operands = {},
757 // int -> QUANT8_ASYMM map
758 .quant8AsymmOperands = {},
759 // int -> QUANT16_SYMM map
760 .quant16SymmOperands = {},
761 // int -> FLOAT16 map
762 .float16Operands = {},
763 // int -> BOOL8 map
764 .bool8Operands = {},
765 // int -> QUANT8_SYMM_PER_CHANNEL map
766 .quant8ChannelOperands = {},
767 // int -> QUANT16_ASYMM map
768 .quant16AsymmOperands = {},
769 // int -> QUANT8_SYMM map
770 .quant8SymmOperands = {},
771 },
772 //Output(s)
773 { // See tools/test_generator/include/TestHarness.h:MixedTyped
774 // int -> Dimensions map
775 .operandDimensions = {{0, {16, 2, 32}}},
776 // int -> FLOAT32 map
777 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.496726f, 0.0f, 1.00883f, 0.0f, 0.0584256f, 0.0f, 0.0f, 0.236412f, 0.0f, 0.0f, 0.612267f, 0.487726f, 0.0f, 0.54883f, 1.16099f, 0.0291233f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.496726f, 0.0f, 1.00883f, 0.0f, 0.0584256f, 0.0f, 0.0f, 0.236412f, 0.0f, 0.0f, 0.612267f, 0.487726f, 0.0f, 0.54883f, 1.16099f, 0.0291233f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.428302f, 0.0f, 0.0f, 0.0f, 0.0f, 1.13262f, 0.0f, 1.64415f, 0.0f, 0.311249f, 0.570804f, 0.259696f, 0.0f, 0.0f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.428302f, 0.0f, 0.0f, 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778 // int -> INT32 map
779 .int32Operands = {},
780 // int -> QUANT8_ASYMM map
781 .quant8AsymmOperands = {},
782 // int -> QUANT16_SYMM map
783 .quant16SymmOperands = {},
784 // int -> FLOAT16 map
785 .float16Operands = {},
786 // int -> BOOL8 map
787 .bool8Operands = {},
788 // int -> QUANT8_SYMM_PER_CHANNEL map
789 .quant8ChannelOperands = {},
790 // int -> QUANT16_ASYMM map
791 .quant16AsymmOperands = {},
792 // int -> QUANT8_SYMM map
793 .quant8SymmOperands = {},
794 }
795 },
796 }, // End of an example
797 };
798 return examples_blackbox_time_major_merge_outputs_relaxed;
799 };
800
get_examples_blackbox_time_major_merge_outputs_float16()801 std::vector<MixedTypedExample>& get_examples_blackbox_time_major_merge_outputs_float16() {
802 static std::vector<MixedTypedExample> examples_blackbox_time_major_merge_outputs_float16 = {
803 // Begin of an example
804 {
805 .operands = {
806 //Input(s)
807 { // See tools/test_generator/include/TestHarness.h:MixedTyped
808 // int -> Dimensions map
809 .operandDimensions = {{0, {16, 2, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
810 // int -> FLOAT32 map
811 .float32Operands = {},
812 // int -> INT32 map
813 .int32Operands = {},
814 // int -> QUANT8_ASYMM map
815 .quant8AsymmOperands = {},
816 // int -> QUANT16_SYMM map
817 .quant16SymmOperands = {},
818 // int -> FLOAT16 map
819 .float16Operands = {{0, {0.23689353466033936f, 0.28538501262664795f, 0.03702974319458008f, -0.19858193397521973f, -0.27569133043289185f, 0.4377344846725464f, 0.6037933826446533f, 0.3556246757507324f, 0.23689353466033936f, 0.28538501262664795f, 0.03702974319458008f, -0.19858193397521973f, -0.27569133043289185f, 0.4377344846725464f, 0.6037933826446533f, 0.3556246757507324f, -0.6942484378814697f, -0.93421471118927f, -0.8728787899017334f, 0.37144362926483154f, -0.6247671842575073f, 0.2379167079925537f, 0.40060222148895264f, 0.13566219806671143f, -0.6942484378814697f, -0.93421471118927f, -0.8728787899017334f, 0.37144362926483154f, -0.6247671842575073f, 0.2379167079925537f, 0.40060222148895264f, 0.13566219806671143f, -0.9977490305900574f, -0.9885817170143127f, -0.38952237367630005f, -0.47685933113098145f, 0.31073617935180664f, 0.7151104211807251f, -0.6376775503158569f, -0.3172910809516907f, -0.9977490305900574f, -0.9885817170143127f, -0.38952237367630005f, -0.47685933113098145f, 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820 // int -> BOOL8 map
821 .bool8Operands = {},
822 // int -> QUANT8_SYMM_PER_CHANNEL map
823 .quant8ChannelOperands = {},
824 // int -> QUANT16_ASYMM map
825 .quant16AsymmOperands = {},
826 // int -> QUANT8_SYMM map
827 .quant8SymmOperands = {},
828 },
829 //Output(s)
830 { // See tools/test_generator/include/TestHarness.h:MixedTyped
831 // int -> Dimensions map
832 .operandDimensions = {{0, {16, 2, 32}}},
833 // int -> FLOAT32 map
834 .float32Operands = {},
835 // int -> INT32 map
836 .int32Operands = {},
837 // int -> QUANT8_ASYMM map
838 .quant8AsymmOperands = {},
839 // int -> QUANT16_SYMM map
840 .quant16SymmOperands = {},
841 // int -> FLOAT16 map
842 .float16Operands = {{0, {0.49672600626945496f, 0.0f, 0.9659960269927979f, 0.0f, 0.05842540040612221f, 0.0f, 0.0f, 0.12314999848604202f, 0.0f, 0.0f, 0.6122660040855408f, 0.45660099387168884f, 0.0f, 0.5228599905967712f, 1.1609899997711182f, 0.029123200103640556f, 0.49672600626945496f, 0.0f, 1.008829951286316f, 0.0f, 0.058425601571798325f, 0.0f, 0.0f, 0.23641200363636017f, 0.0f, 0.0f, 0.612267017364502f, 0.48772600293159485f, 0.0f, 0.548829972743988f, 1.1609899997711182f, 0.029123300686478615f, 0.49672600626945496f, 0.0f, 0.9659960269927979f, 0.0f, 0.05842540040612221f, 0.0f, 0.0f, 0.12314999848604202f, 0.0f, 0.0f, 0.6122660040855408f, 0.45660099387168884f, 0.0f, 0.5228599905967712f, 1.1609899997711182f, 0.029123200103640556f, 0.49672600626945496f, 0.0f, 1.008829951286316f, 0.0f, 0.058425601571798325f, 0.0f, 0.0f, 0.23641200363636017f, 0.0f, 0.0f, 0.612267017364502f, 0.48772600293159485f, 0.0f, 0.548829972743988f, 1.1609899997711182f, 0.029123300686478615f, 0.0f, 0.0f, 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843 // int -> BOOL8 map
844 .bool8Operands = {},
845 // int -> QUANT8_SYMM_PER_CHANNEL map
846 .quant8ChannelOperands = {},
847 // int -> QUANT16_ASYMM map
848 .quant16AsymmOperands = {},
849 // int -> QUANT8_SYMM map
850 .quant8SymmOperands = {},
851 }
852 },
853 }, // End of an example
854 };
855 return examples_blackbox_time_major_merge_outputs_float16;
856 };
857
get_examples_blackbox_time_major_merge_outputs_dynamic_output_shape()858 std::vector<MixedTypedExample>& get_examples_blackbox_time_major_merge_outputs_dynamic_output_shape() {
859 static std::vector<MixedTypedExample> examples_blackbox_time_major_merge_outputs_dynamic_output_shape = {
860 // Begin of an example
861 {
862 .operands = {
863 //Input(s)
864 { // See tools/test_generator/include/TestHarness.h:MixedTyped
865 // int -> Dimensions map
866 .operandDimensions = {{0, {16, 2, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
867 // int -> FLOAT32 map
868 .float32Operands = {{0, {0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 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869 // int -> INT32 map
870 .int32Operands = {},
871 // int -> QUANT8_ASYMM map
872 .quant8AsymmOperands = {},
873 // int -> QUANT16_SYMM map
874 .quant16SymmOperands = {},
875 // int -> FLOAT16 map
876 .float16Operands = {},
877 // int -> BOOL8 map
878 .bool8Operands = {},
879 // int -> QUANT8_SYMM_PER_CHANNEL map
880 .quant8ChannelOperands = {},
881 // int -> QUANT16_ASYMM map
882 .quant16AsymmOperands = {},
883 // int -> QUANT8_SYMM map
884 .quant8SymmOperands = {},
885 },
886 //Output(s)
887 { // See tools/test_generator/include/TestHarness.h:MixedTyped
888 // int -> Dimensions map
889 .operandDimensions = {{0, {16, 2, 32}}},
890 // int -> FLOAT32 map
891 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.496726f, 0.0f, 1.00883f, 0.0f, 0.0584256f, 0.0f, 0.0f, 0.236412f, 0.0f, 0.0f, 0.612267f, 0.487726f, 0.0f, 0.54883f, 1.16099f, 0.0291233f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.496726f, 0.0f, 1.00883f, 0.0f, 0.0584256f, 0.0f, 0.0f, 0.236412f, 0.0f, 0.0f, 0.612267f, 0.487726f, 0.0f, 0.54883f, 1.16099f, 0.0291233f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.428302f, 0.0f, 0.0f, 0.0f, 0.0f, 1.13262f, 0.0f, 1.64415f, 0.0f, 0.311249f, 0.570804f, 0.259696f, 0.0f, 0.0f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.428302f, 0.0f, 0.0f, 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892 // int -> INT32 map
893 .int32Operands = {},
894 // int -> QUANT8_ASYMM map
895 .quant8AsymmOperands = {},
896 // int -> QUANT16_SYMM map
897 .quant16SymmOperands = {},
898 // int -> FLOAT16 map
899 .float16Operands = {},
900 // int -> BOOL8 map
901 .bool8Operands = {},
902 // int -> QUANT8_SYMM_PER_CHANNEL map
903 .quant8ChannelOperands = {},
904 // int -> QUANT16_ASYMM map
905 .quant16AsymmOperands = {},
906 // int -> QUANT8_SYMM map
907 .quant8SymmOperands = {},
908 }
909 },
910 }, // End of an example
911 };
912 return examples_blackbox_time_major_merge_outputs_dynamic_output_shape;
913 };
914
get_examples_blackbox_time_major_merge_outputs_dynamic_output_shape_relaxed()915 std::vector<MixedTypedExample>& get_examples_blackbox_time_major_merge_outputs_dynamic_output_shape_relaxed() {
916 static std::vector<MixedTypedExample> examples_blackbox_time_major_merge_outputs_dynamic_output_shape_relaxed = {
917 // Begin of an example
918 {
919 .operands = {
920 //Input(s)
921 { // See tools/test_generator/include/TestHarness.h:MixedTyped
922 // int -> Dimensions map
923 .operandDimensions = {{0, {16, 2, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
924 // int -> FLOAT32 map
925 .float32Operands = {{0, {0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 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926 // int -> INT32 map
927 .int32Operands = {},
928 // int -> QUANT8_ASYMM map
929 .quant8AsymmOperands = {},
930 // int -> QUANT16_SYMM map
931 .quant16SymmOperands = {},
932 // int -> FLOAT16 map
933 .float16Operands = {},
934 // int -> BOOL8 map
935 .bool8Operands = {},
936 // int -> QUANT8_SYMM_PER_CHANNEL map
937 .quant8ChannelOperands = {},
938 // int -> QUANT16_ASYMM map
939 .quant16AsymmOperands = {},
940 // int -> QUANT8_SYMM map
941 .quant8SymmOperands = {},
942 },
943 //Output(s)
944 { // See tools/test_generator/include/TestHarness.h:MixedTyped
945 // int -> Dimensions map
946 .operandDimensions = {{0, {16, 2, 32}}},
947 // int -> FLOAT32 map
948 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.496726f, 0.0f, 1.00883f, 0.0f, 0.0584256f, 0.0f, 0.0f, 0.236412f, 0.0f, 0.0f, 0.612267f, 0.487726f, 0.0f, 0.54883f, 1.16099f, 0.0291233f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.496726f, 0.0f, 1.00883f, 0.0f, 0.0584256f, 0.0f, 0.0f, 0.236412f, 0.0f, 0.0f, 0.612267f, 0.487726f, 0.0f, 0.54883f, 1.16099f, 0.0291233f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.428302f, 0.0f, 0.0f, 0.0f, 0.0f, 1.13262f, 0.0f, 1.64415f, 0.0f, 0.311249f, 0.570804f, 0.259696f, 0.0f, 0.0f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.428302f, 0.0f, 0.0f, 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949 // int -> INT32 map
950 .int32Operands = {},
951 // int -> QUANT8_ASYMM map
952 .quant8AsymmOperands = {},
953 // int -> QUANT16_SYMM map
954 .quant16SymmOperands = {},
955 // int -> FLOAT16 map
956 .float16Operands = {},
957 // int -> BOOL8 map
958 .bool8Operands = {},
959 // int -> QUANT8_SYMM_PER_CHANNEL map
960 .quant8ChannelOperands = {},
961 // int -> QUANT16_ASYMM map
962 .quant16AsymmOperands = {},
963 // int -> QUANT8_SYMM map
964 .quant8SymmOperands = {},
965 }
966 },
967 }, // End of an example
968 };
969 return examples_blackbox_time_major_merge_outputs_dynamic_output_shape_relaxed;
970 };
971
get_examples_blackbox_time_major_merge_outputs_dynamic_output_shape_float16()972 std::vector<MixedTypedExample>& get_examples_blackbox_time_major_merge_outputs_dynamic_output_shape_float16() {
973 static std::vector<MixedTypedExample> examples_blackbox_time_major_merge_outputs_dynamic_output_shape_float16 = {
974 // Begin of an example
975 {
976 .operands = {
977 //Input(s)
978 { // See tools/test_generator/include/TestHarness.h:MixedTyped
979 // int -> Dimensions map
980 .operandDimensions = {{0, {16, 2, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
981 // int -> FLOAT32 map
982 .float32Operands = {},
983 // int -> INT32 map
984 .int32Operands = {},
985 // int -> QUANT8_ASYMM map
986 .quant8AsymmOperands = {},
987 // int -> QUANT16_SYMM map
988 .quant16SymmOperands = {},
989 // int -> FLOAT16 map
990 .float16Operands = {{0, {0.23689353466033936f, 0.28538501262664795f, 0.03702974319458008f, -0.19858193397521973f, -0.27569133043289185f, 0.4377344846725464f, 0.6037933826446533f, 0.3556246757507324f, 0.23689353466033936f, 0.28538501262664795f, 0.03702974319458008f, -0.19858193397521973f, -0.27569133043289185f, 0.4377344846725464f, 0.6037933826446533f, 0.3556246757507324f, -0.6942484378814697f, -0.93421471118927f, -0.8728787899017334f, 0.37144362926483154f, -0.6247671842575073f, 0.2379167079925537f, 0.40060222148895264f, 0.13566219806671143f, -0.6942484378814697f, -0.93421471118927f, -0.8728787899017334f, 0.37144362926483154f, -0.6247671842575073f, 0.2379167079925537f, 0.40060222148895264f, 0.13566219806671143f, -0.9977490305900574f, -0.9885817170143127f, -0.38952237367630005f, -0.47685933113098145f, 0.31073617935180664f, 0.7151104211807251f, -0.6376775503158569f, -0.3172910809516907f, -0.9977490305900574f, -0.9885817170143127f, -0.38952237367630005f, -0.47685933113098145f, 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991 // int -> BOOL8 map
992 .bool8Operands = {},
993 // int -> QUANT8_SYMM_PER_CHANNEL map
994 .quant8ChannelOperands = {},
995 // int -> QUANT16_ASYMM map
996 .quant16AsymmOperands = {},
997 // int -> QUANT8_SYMM map
998 .quant8SymmOperands = {},
999 },
1000 //Output(s)
1001 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1002 // int -> Dimensions map
1003 .operandDimensions = {{0, {16, 2, 32}}},
1004 // int -> FLOAT32 map
1005 .float32Operands = {},
1006 // int -> INT32 map
1007 .int32Operands = {},
1008 // int -> QUANT8_ASYMM map
1009 .quant8AsymmOperands = {},
1010 // int -> QUANT16_SYMM map
1011 .quant16SymmOperands = {},
1012 // int -> FLOAT16 map
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1014 // int -> BOOL8 map
1015 .bool8Operands = {},
1016 // int -> QUANT8_SYMM_PER_CHANNEL map
1017 .quant8ChannelOperands = {},
1018 // int -> QUANT16_ASYMM map
1019 .quant16AsymmOperands = {},
1020 // int -> QUANT8_SYMM map
1021 .quant8SymmOperands = {},
1022 }
1023 },
1024 }, // End of an example
1025 };
1026 return examples_blackbox_time_major_merge_outputs_dynamic_output_shape_float16;
1027 };
1028
get_examples_blackbox_reversed_inputs()1029 std::vector<MixedTypedExample>& get_examples_blackbox_reversed_inputs() {
1030 static std::vector<MixedTypedExample> examples_blackbox_reversed_inputs = {
1031 // Begin of an example
1032 {
1033 .operands = {
1034 //Input(s)
1035 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1036 // int -> Dimensions map
1037 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
1038 // int -> FLOAT32 map
1039 .float32Operands = {{0, {-0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, 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1040 // int -> INT32 map
1041 .int32Operands = {},
1042 // int -> QUANT8_ASYMM map
1043 .quant8AsymmOperands = {},
1044 // int -> QUANT16_SYMM map
1045 .quant16SymmOperands = {},
1046 // int -> FLOAT16 map
1047 .float16Operands = {},
1048 // int -> BOOL8 map
1049 .bool8Operands = {},
1050 // int -> QUANT8_SYMM_PER_CHANNEL map
1051 .quant8ChannelOperands = {},
1052 // int -> QUANT16_ASYMM map
1053 .quant16AsymmOperands = {},
1054 // int -> QUANT8_SYMM map
1055 .quant8SymmOperands = {},
1056 },
1057 //Output(s)
1058 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1059 // int -> Dimensions map
1060 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
1061 // int -> FLOAT32 map
1062 .float32Operands = {{0, {0.316526f, 0.179398f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.86126f, 0.0f, 0.728256f, 0.750013f, 0.011861f, 0.576383f, 3.38891f, 1.29273f, 0.0f, 1.01693f, 0.327141f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.83508f, 0.346248f, 0.0f, 0.961535f, 0.790026f, 0.552203f, 2.13457f, 2.19233f, 0.333244f, 0.111511f, 0.0f, 1.05513f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.412559f, 0.0429958f, 0.256564f, 1.27858f, 0.289948f, 0.0f, 0.0f, 0.0f, 0.0322124f, 0.0f, 0.0f, 0.0f, 0.0f, 0.430834f, 0.252786f, 0.0f, 0.0f, 0.0f, 0.991297f, 1.98451f, 0.0f, 0.0f, 0.0f, 0.0f, 1.52659f, 0.0f, 0.0f, 0.0f, 0.0f, 0.618583f, 0.0f, 0.11115f, 0.0f, 1.37194f, 0.630225f, 0.0f, 0.0f, 0.0f, 0.147722f, 0.0f, 0.784925f, 0.0f, 1.65477f, 0.715257f, 0.0f, 0.0f, 0.0f, 0.685024f, 0.0f, 1.89505f, 1.00037f, 0.0f, 0.0f, 0.0f, 0.725088f, 0.0f, 0.509069f, 0.0f, 0.671349f, 0.581129f, 0.343447f, 0.0f, 0.107755f, 0.611838f, 1.4331f, 1.55871f, 0.015242f, 0.140624f, 0.492562f, 0.395095f, 0.915854f, 0.0f, 0.0f, 0.0f, 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1063 // int -> INT32 map
1064 .int32Operands = {},
1065 // int -> QUANT8_ASYMM map
1066 .quant8AsymmOperands = {},
1067 // int -> QUANT16_SYMM map
1068 .quant16SymmOperands = {},
1069 // int -> FLOAT16 map
1070 .float16Operands = {},
1071 // int -> BOOL8 map
1072 .bool8Operands = {},
1073 // int -> QUANT8_SYMM_PER_CHANNEL map
1074 .quant8ChannelOperands = {},
1075 // int -> QUANT16_ASYMM map
1076 .quant16AsymmOperands = {},
1077 // int -> QUANT8_SYMM map
1078 .quant8SymmOperands = {},
1079 }
1080 },
1081 }, // End of an example
1082 };
1083 return examples_blackbox_reversed_inputs;
1084 };
1085
get_examples_blackbox_reversed_inputs_relaxed()1086 std::vector<MixedTypedExample>& get_examples_blackbox_reversed_inputs_relaxed() {
1087 static std::vector<MixedTypedExample> examples_blackbox_reversed_inputs_relaxed = {
1088 // Begin of an example
1089 {
1090 .operands = {
1091 //Input(s)
1092 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1093 // int -> Dimensions map
1094 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
1095 // int -> FLOAT32 map
1096 .float32Operands = {{0, {-0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, 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1097 // int -> INT32 map
1098 .int32Operands = {},
1099 // int -> QUANT8_ASYMM map
1100 .quant8AsymmOperands = {},
1101 // int -> QUANT16_SYMM map
1102 .quant16SymmOperands = {},
1103 // int -> FLOAT16 map
1104 .float16Operands = {},
1105 // int -> BOOL8 map
1106 .bool8Operands = {},
1107 // int -> QUANT8_SYMM_PER_CHANNEL map
1108 .quant8ChannelOperands = {},
1109 // int -> QUANT16_ASYMM map
1110 .quant16AsymmOperands = {},
1111 // int -> QUANT8_SYMM map
1112 .quant8SymmOperands = {},
1113 },
1114 //Output(s)
1115 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1116 // int -> Dimensions map
1117 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
1118 // int -> FLOAT32 map
1119 .float32Operands = {{0, {0.316526f, 0.179398f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.86126f, 0.0f, 0.728256f, 0.750013f, 0.011861f, 0.576383f, 3.38891f, 1.29273f, 0.0f, 1.01693f, 0.327141f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.83508f, 0.346248f, 0.0f, 0.961535f, 0.790026f, 0.552203f, 2.13457f, 2.19233f, 0.333244f, 0.111511f, 0.0f, 1.05513f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.412559f, 0.0429958f, 0.256564f, 1.27858f, 0.289948f, 0.0f, 0.0f, 0.0f, 0.0322124f, 0.0f, 0.0f, 0.0f, 0.0f, 0.430834f, 0.252786f, 0.0f, 0.0f, 0.0f, 0.991297f, 1.98451f, 0.0f, 0.0f, 0.0f, 0.0f, 1.52659f, 0.0f, 0.0f, 0.0f, 0.0f, 0.618583f, 0.0f, 0.11115f, 0.0f, 1.37194f, 0.630225f, 0.0f, 0.0f, 0.0f, 0.147722f, 0.0f, 0.784925f, 0.0f, 1.65477f, 0.715257f, 0.0f, 0.0f, 0.0f, 0.685024f, 0.0f, 1.89505f, 1.00037f, 0.0f, 0.0f, 0.0f, 0.725088f, 0.0f, 0.509069f, 0.0f, 0.671349f, 0.581129f, 0.343447f, 0.0f, 0.107755f, 0.611838f, 1.4331f, 1.55871f, 0.015242f, 0.140624f, 0.492562f, 0.395095f, 0.915854f, 0.0f, 0.0f, 0.0f, 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1120 // int -> INT32 map
1121 .int32Operands = {},
1122 // int -> QUANT8_ASYMM map
1123 .quant8AsymmOperands = {},
1124 // int -> QUANT16_SYMM map
1125 .quant16SymmOperands = {},
1126 // int -> FLOAT16 map
1127 .float16Operands = {},
1128 // int -> BOOL8 map
1129 .bool8Operands = {},
1130 // int -> QUANT8_SYMM_PER_CHANNEL map
1131 .quant8ChannelOperands = {},
1132 // int -> QUANT16_ASYMM map
1133 .quant16AsymmOperands = {},
1134 // int -> QUANT8_SYMM map
1135 .quant8SymmOperands = {},
1136 }
1137 },
1138 }, // End of an example
1139 };
1140 return examples_blackbox_reversed_inputs_relaxed;
1141 };
1142
get_examples_blackbox_reversed_inputs_float16()1143 std::vector<MixedTypedExample>& get_examples_blackbox_reversed_inputs_float16() {
1144 static std::vector<MixedTypedExample> examples_blackbox_reversed_inputs_float16 = {
1145 // Begin of an example
1146 {
1147 .operands = {
1148 //Input(s)
1149 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1150 // int -> Dimensions map
1151 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
1152 // int -> FLOAT32 map
1153 .float32Operands = {},
1154 // int -> INT32 map
1155 .int32Operands = {},
1156 // int -> QUANT8_ASYMM map
1157 .quant8AsymmOperands = {},
1158 // int -> QUANT16_SYMM map
1159 .quant16SymmOperands = {},
1160 // int -> FLOAT16 map
1161 .float16Operands = {{0, {-0.5617278814315796f, -0.04489755630493164f, 0.899640679359436f, -0.06766283512115479f, 0.768635630607605f, 0.934553861618042f, -0.6324692964553833f, -0.08392202854156494f, -0.12287641316652298f, 0.701172947883606f, 0.9053244590759277f, 0.8978216648101807f, 0.7981722354888916f, 0.5340273380279541f, -0.3328615427017212f, 0.07348501682281494f, 0.2815326452255249f, 0.19455957412719727f, -0.5547952651977539f, -0.5604243278503418f, 0.260486364364624f, 0.8470253944396973f, 0.475877046585083f, -0.0742955207824707f, 0.14744234085083008f, 0.6258940696716309f, 0.16536450386047363f, -0.10651493072509766f, -0.045277178287506104f, 0.9903297424316406f, -0.8825535178184509f, -0.851479172706604f, 0.27531278133392334f, -0.09575521945953369f, -0.7120360136032104f, -0.1738443374633789f, -0.5059349536895752f, -0.18646687269210815f, -0.965086817741394f, 0.4351935386657715f, 0.6652182340621948f, 0.03009819984436035f, -0.774704098701477f, -0.020380020141601562f, 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1162 // int -> BOOL8 map
1163 .bool8Operands = {},
1164 // int -> QUANT8_SYMM_PER_CHANNEL map
1165 .quant8ChannelOperands = {},
1166 // int -> QUANT16_ASYMM map
1167 .quant16AsymmOperands = {},
1168 // int -> QUANT8_SYMM map
1169 .quant8SymmOperands = {},
1170 },
1171 //Output(s)
1172 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1173 // int -> Dimensions map
1174 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
1175 // int -> FLOAT32 map
1176 .float32Operands = {},
1177 // int -> INT32 map
1178 .int32Operands = {},
1179 // int -> QUANT8_ASYMM map
1180 .quant8AsymmOperands = {},
1181 // int -> QUANT16_SYMM map
1182 .quant16SymmOperands = {},
1183 // int -> FLOAT16 map
1184 .float16Operands = {{0, {0.31652599573135376f, 0.17939800024032593f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.8612600564956665f, 0.0f, 0.7282559871673584f, 0.750012993812561f, 0.011861000210046768f, 0.5763829946517944f, 3.3889100551605225f, 1.2927299737930298f, 0.0f, 1.0169299840927124f, 0.3271409869194031f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.8350800275802612f, 0.34624800086021423f, 0.0f, 0.9615349769592285f, 0.7900260090827942f, 0.5522029995918274f, 2.1345698833465576f, 2.1923298835754395f, 0.3332439959049225f, 0.1115109995007515f, 0.0f, 1.0551300048828125f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.2904449999332428f, 0.41255900263786316f, 0.04299579933285713f, 0.2565639913082123f, 1.2785799503326416f, 0.2899479866027832f, 0.0f, 0.0f, 0.0f, 0.03221239894628525f, 0.0f, 0.0f, 0.0f, 0.0f, 0.43083399534225464f, 0.2527860105037689f, 0.0f, 0.0f, 0.0f, 0.9912970066070557f, 1.9845099449157715f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5265899896621704f, 0.0f, 0.0f, 0.0f, 0.0f, 0.6185830235481262f, 0.0f, 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1185 // int -> BOOL8 map
1186 .bool8Operands = {},
1187 // int -> QUANT8_SYMM_PER_CHANNEL map
1188 .quant8ChannelOperands = {},
1189 // int -> QUANT16_ASYMM map
1190 .quant16AsymmOperands = {},
1191 // int -> QUANT8_SYMM map
1192 .quant8SymmOperands = {},
1193 }
1194 },
1195 }, // End of an example
1196 };
1197 return examples_blackbox_reversed_inputs_float16;
1198 };
1199
get_examples_blackbox_reversed_inputs_dynamic_output_shape()1200 std::vector<MixedTypedExample>& get_examples_blackbox_reversed_inputs_dynamic_output_shape() {
1201 static std::vector<MixedTypedExample> examples_blackbox_reversed_inputs_dynamic_output_shape = {
1202 // Begin of an example
1203 {
1204 .operands = {
1205 //Input(s)
1206 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1207 // int -> Dimensions map
1208 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
1209 // int -> FLOAT32 map
1210 .float32Operands = {{0, {-0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, 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1211 // int -> INT32 map
1212 .int32Operands = {},
1213 // int -> QUANT8_ASYMM map
1214 .quant8AsymmOperands = {},
1215 // int -> QUANT16_SYMM map
1216 .quant16SymmOperands = {},
1217 // int -> FLOAT16 map
1218 .float16Operands = {},
1219 // int -> BOOL8 map
1220 .bool8Operands = {},
1221 // int -> QUANT8_SYMM_PER_CHANNEL map
1222 .quant8ChannelOperands = {},
1223 // int -> QUANT16_ASYMM map
1224 .quant16AsymmOperands = {},
1225 // int -> QUANT8_SYMM map
1226 .quant8SymmOperands = {},
1227 },
1228 //Output(s)
1229 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1230 // int -> Dimensions map
1231 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
1232 // int -> FLOAT32 map
1233 .float32Operands = {{0, {0.316526f, 0.179398f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.86126f, 0.0f, 0.728256f, 0.750013f, 0.011861f, 0.576383f, 3.38891f, 1.29273f, 0.0f, 1.01693f, 0.327141f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.83508f, 0.346248f, 0.0f, 0.961535f, 0.790026f, 0.552203f, 2.13457f, 2.19233f, 0.333244f, 0.111511f, 0.0f, 1.05513f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.412559f, 0.0429958f, 0.256564f, 1.27858f, 0.289948f, 0.0f, 0.0f, 0.0f, 0.0322124f, 0.0f, 0.0f, 0.0f, 0.0f, 0.430834f, 0.252786f, 0.0f, 0.0f, 0.0f, 0.991297f, 1.98451f, 0.0f, 0.0f, 0.0f, 0.0f, 1.52659f, 0.0f, 0.0f, 0.0f, 0.0f, 0.618583f, 0.0f, 0.11115f, 0.0f, 1.37194f, 0.630225f, 0.0f, 0.0f, 0.0f, 0.147722f, 0.0f, 0.784925f, 0.0f, 1.65477f, 0.715257f, 0.0f, 0.0f, 0.0f, 0.685024f, 0.0f, 1.89505f, 1.00037f, 0.0f, 0.0f, 0.0f, 0.725088f, 0.0f, 0.509069f, 0.0f, 0.671349f, 0.581129f, 0.343447f, 0.0f, 0.107755f, 0.611838f, 1.4331f, 1.55871f, 0.015242f, 0.140624f, 0.492562f, 0.395095f, 0.915854f, 0.0f, 0.0f, 0.0f, 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1234 // int -> INT32 map
1235 .int32Operands = {},
1236 // int -> QUANT8_ASYMM map
1237 .quant8AsymmOperands = {},
1238 // int -> QUANT16_SYMM map
1239 .quant16SymmOperands = {},
1240 // int -> FLOAT16 map
1241 .float16Operands = {},
1242 // int -> BOOL8 map
1243 .bool8Operands = {},
1244 // int -> QUANT8_SYMM_PER_CHANNEL map
1245 .quant8ChannelOperands = {},
1246 // int -> QUANT16_ASYMM map
1247 .quant16AsymmOperands = {},
1248 // int -> QUANT8_SYMM map
1249 .quant8SymmOperands = {},
1250 }
1251 },
1252 }, // End of an example
1253 };
1254 return examples_blackbox_reversed_inputs_dynamic_output_shape;
1255 };
1256
get_examples_blackbox_reversed_inputs_dynamic_output_shape_relaxed()1257 std::vector<MixedTypedExample>& get_examples_blackbox_reversed_inputs_dynamic_output_shape_relaxed() {
1258 static std::vector<MixedTypedExample> examples_blackbox_reversed_inputs_dynamic_output_shape_relaxed = {
1259 // Begin of an example
1260 {
1261 .operands = {
1262 //Input(s)
1263 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1264 // int -> Dimensions map
1265 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
1266 // int -> FLOAT32 map
1267 .float32Operands = {{0, {-0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, 0.26048636f, 0.84702539f, 0.47587705f, -0.074295521f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, -0.045277178f, 0.99032974f, -0.88255352f, -0.85147917f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, -0.50593495f, -0.18646687f, -0.96508682f, 0.43519354f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.020698071f, -0.90300065f, 0.62870288f, -0.23068321f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.15804303f, -0.93407321f, 0.40182066f, 0.036301374f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.74604273f, 0.32882881f, -0.17503482f, 0.22396147f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, 0.55084288f, 0.58982027f, -0.47443086f, 0.20875752f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.31440187f, 0.99059987f, 0.87170351f, -0.35091716f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.10288584f, 0.86684f, -0.011186242f, 0.10513687f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, -0.21095741f, 0.41213346f, 0.73784804f, 0.094794154f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.77002847f, -0.62747043f, -0.68572164f, 0.0069220066f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.31073618f, 0.71511042f, -0.63767755f, -0.31729108f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.62476718f, 0.23791671f, 0.40060222f, 0.1356622f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.27569133f, 0.43773448f, 0.60379338f, 0.35562468f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.76863563f, 0.93455386f, -0.6324693f, -0.083922029f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, 0.79817224f, 0.53402734f, -0.33286154f, 0.073485017f, 0.28153265f, 0.19455957f, 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1268 // int -> INT32 map
1269 .int32Operands = {},
1270 // int -> QUANT8_ASYMM map
1271 .quant8AsymmOperands = {},
1272 // int -> QUANT16_SYMM map
1273 .quant16SymmOperands = {},
1274 // int -> FLOAT16 map
1275 .float16Operands = {},
1276 // int -> BOOL8 map
1277 .bool8Operands = {},
1278 // int -> QUANT8_SYMM_PER_CHANNEL map
1279 .quant8ChannelOperands = {},
1280 // int -> QUANT16_ASYMM map
1281 .quant16AsymmOperands = {},
1282 // int -> QUANT8_SYMM map
1283 .quant8SymmOperands = {},
1284 },
1285 //Output(s)
1286 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1287 // int -> Dimensions map
1288 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
1289 // int -> FLOAT32 map
1290 .float32Operands = {{0, {0.316526f, 0.179398f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.86126f, 0.0f, 0.728256f, 0.750013f, 0.011861f, 0.576383f, 3.38891f, 1.29273f, 0.0f, 1.01693f, 0.327141f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.83508f, 0.346248f, 0.0f, 0.961535f, 0.790026f, 0.552203f, 2.13457f, 2.19233f, 0.333244f, 0.111511f, 0.0f, 1.05513f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.412559f, 0.0429958f, 0.256564f, 1.27858f, 0.289948f, 0.0f, 0.0f, 0.0f, 0.0322124f, 0.0f, 0.0f, 0.0f, 0.0f, 0.430834f, 0.252786f, 0.0f, 0.0f, 0.0f, 0.991297f, 1.98451f, 0.0f, 0.0f, 0.0f, 0.0f, 1.52659f, 0.0f, 0.0f, 0.0f, 0.0f, 0.618583f, 0.0f, 0.11115f, 0.0f, 1.37194f, 0.630225f, 0.0f, 0.0f, 0.0f, 0.147722f, 0.0f, 0.784925f, 0.0f, 1.65477f, 0.715257f, 0.0f, 0.0f, 0.0f, 0.685024f, 0.0f, 1.89505f, 1.00037f, 0.0f, 0.0f, 0.0f, 0.725088f, 0.0f, 0.509069f, 0.0f, 0.671349f, 0.581129f, 0.343447f, 0.0f, 0.107755f, 0.611838f, 1.4331f, 1.55871f, 0.015242f, 0.140624f, 0.492562f, 0.395095f, 0.915854f, 0.0f, 0.0f, 0.0f, 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1291 // int -> INT32 map
1292 .int32Operands = {},
1293 // int -> QUANT8_ASYMM map
1294 .quant8AsymmOperands = {},
1295 // int -> QUANT16_SYMM map
1296 .quant16SymmOperands = {},
1297 // int -> FLOAT16 map
1298 .float16Operands = {},
1299 // int -> BOOL8 map
1300 .bool8Operands = {},
1301 // int -> QUANT8_SYMM_PER_CHANNEL map
1302 .quant8ChannelOperands = {},
1303 // int -> QUANT16_ASYMM map
1304 .quant16AsymmOperands = {},
1305 // int -> QUANT8_SYMM map
1306 .quant8SymmOperands = {},
1307 }
1308 },
1309 }, // End of an example
1310 };
1311 return examples_blackbox_reversed_inputs_dynamic_output_shape_relaxed;
1312 };
1313
get_examples_blackbox_reversed_inputs_dynamic_output_shape_float16()1314 std::vector<MixedTypedExample>& get_examples_blackbox_reversed_inputs_dynamic_output_shape_float16() {
1315 static std::vector<MixedTypedExample> examples_blackbox_reversed_inputs_dynamic_output_shape_float16 = {
1316 // Begin of an example
1317 {
1318 .operands = {
1319 //Input(s)
1320 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1321 // int -> Dimensions map
1322 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {0}}, {10, {0}}, {11, {0}}},
1323 // int -> FLOAT32 map
1324 .float32Operands = {},
1325 // int -> INT32 map
1326 .int32Operands = {},
1327 // int -> QUANT8_ASYMM map
1328 .quant8AsymmOperands = {},
1329 // int -> QUANT16_SYMM map
1330 .quant16SymmOperands = {},
1331 // int -> FLOAT16 map
1332 .float16Operands = {{0, {-0.5617278814315796f, -0.04489755630493164f, 0.899640679359436f, -0.06766283512115479f, 0.768635630607605f, 0.934553861618042f, -0.6324692964553833f, -0.08392202854156494f, -0.12287641316652298f, 0.701172947883606f, 0.9053244590759277f, 0.8978216648101807f, 0.7981722354888916f, 0.5340273380279541f, -0.3328615427017212f, 0.07348501682281494f, 0.2815326452255249f, 0.19455957412719727f, -0.5547952651977539f, -0.5604243278503418f, 0.260486364364624f, 0.8470253944396973f, 0.475877046585083f, -0.0742955207824707f, 0.14744234085083008f, 0.6258940696716309f, 0.16536450386047363f, -0.10651493072509766f, -0.045277178287506104f, 0.9903297424316406f, -0.8825535178184509f, -0.851479172706604f, 0.27531278133392334f, -0.09575521945953369f, -0.7120360136032104f, -0.1738443374633789f, -0.5059349536895752f, -0.18646687269210815f, -0.965086817741394f, 0.4351935386657715f, 0.6652182340621948f, 0.03009819984436035f, -0.774704098701477f, -0.020380020141601562f, 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1333 // int -> BOOL8 map
1334 .bool8Operands = {},
1335 // int -> QUANT8_SYMM_PER_CHANNEL map
1336 .quant8ChannelOperands = {},
1337 // int -> QUANT16_ASYMM map
1338 .quant16AsymmOperands = {},
1339 // int -> QUANT8_SYMM map
1340 .quant8SymmOperands = {},
1341 },
1342 //Output(s)
1343 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1344 // int -> Dimensions map
1345 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
1346 // int -> FLOAT32 map
1347 .float32Operands = {},
1348 // int -> INT32 map
1349 .int32Operands = {},
1350 // int -> QUANT8_ASYMM map
1351 .quant8AsymmOperands = {},
1352 // int -> QUANT16_SYMM map
1353 .quant16SymmOperands = {},
1354 // int -> FLOAT16 map
1355 .float16Operands = {{0, {0.31652599573135376f, 0.17939800024032593f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.8612600564956665f, 0.0f, 0.7282559871673584f, 0.750012993812561f, 0.011861000210046768f, 0.5763829946517944f, 3.3889100551605225f, 1.2927299737930298f, 0.0f, 1.0169299840927124f, 0.3271409869194031f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.8350800275802612f, 0.34624800086021423f, 0.0f, 0.9615349769592285f, 0.7900260090827942f, 0.5522029995918274f, 2.1345698833465576f, 2.1923298835754395f, 0.3332439959049225f, 0.1115109995007515f, 0.0f, 1.0551300048828125f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.2904449999332428f, 0.41255900263786316f, 0.04299579933285713f, 0.2565639913082123f, 1.2785799503326416f, 0.2899479866027832f, 0.0f, 0.0f, 0.0f, 0.03221239894628525f, 0.0f, 0.0f, 0.0f, 0.0f, 0.43083399534225464f, 0.2527860105037689f, 0.0f, 0.0f, 0.0f, 0.9912970066070557f, 1.9845099449157715f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5265899896621704f, 0.0f, 0.0f, 0.0f, 0.0f, 0.6185830235481262f, 0.0f, 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1356 // int -> BOOL8 map
1357 .bool8Operands = {},
1358 // int -> QUANT8_SYMM_PER_CHANNEL map
1359 .quant8ChannelOperands = {},
1360 // int -> QUANT16_ASYMM map
1361 .quant16AsymmOperands = {},
1362 // int -> QUANT8_SYMM map
1363 .quant8SymmOperands = {},
1364 }
1365 },
1366 }, // End of an example
1367 };
1368 return examples_blackbox_reversed_inputs_dynamic_output_shape_float16;
1369 };
1370
get_examples_blackbox_aux_input()1371 std::vector<MixedTypedExample>& get_examples_blackbox_aux_input() {
1372 static std::vector<MixedTypedExample> examples_blackbox_aux_input = {
1373 // Begin of an example
1374 {
1375 .operands = {
1376 //Input(s)
1377 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1378 // int -> Dimensions map
1379 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {2, 16, 8}}, {10, {16, 8}}, {11, {16, 8}}},
1380 // int -> FLOAT32 map
1381 .float32Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 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1382 // int -> INT32 map
1383 .int32Operands = {},
1384 // int -> QUANT8_ASYMM map
1385 .quant8AsymmOperands = {},
1386 // int -> QUANT16_SYMM map
1387 .quant16SymmOperands = {},
1388 // int -> FLOAT16 map
1389 .float16Operands = {},
1390 // int -> BOOL8 map
1391 .bool8Operands = {},
1392 // int -> QUANT8_SYMM_PER_CHANNEL map
1393 .quant8ChannelOperands = {},
1394 // int -> QUANT16_ASYMM map
1395 .quant16AsymmOperands = {},
1396 // int -> QUANT8_SYMM map
1397 .quant8SymmOperands = {},
1398 },
1399 //Output(s)
1400 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1401 // int -> Dimensions map
1402 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
1403 // int -> FLOAT32 map
1404 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f}}, {1, {0.496726f, 0.0f, 1.00883f, 0.0f, 0.0584256f, 0.0f, 0.0f, 0.236412f, 0.0f, 0.0f, 0.612267f, 0.487726f, 0.0f, 0.54883f, 1.16099f, 0.0291233f, 0.0f, 0.0f, 0.428302f, 0.0f, 0.0f, 0.0f, 0.0f, 1.13262f, 0.0f, 1.64415f, 0.0f, 0.311249f, 0.570804f, 0.259696f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262334f, 0.0f, 0.0f, 0.0f, 1.23781f, 0.0f, 2.86532f, 0.0f, 0.0f, 1.34389f, 2.76409f, 0.0f, 0.0f, 1.03969f, 0.0f, 0.00410865f, 0.0f, 0.0470295f, 0.0f, 0.0f, 0.0f, 0.371556f, 0.27175f, 1.36614f, 1.63956f, 0.683887f, 1.06176f, 0.719552f, 0.301314f, 0.971195f, 0.0f, 0.697143f, 0.0f, 0.215219f, 0.210693f, 0.363027f, 0.0f, 0.501283f, 0.0f, 1.13399f, 0.623774f, 0.0f, 1.09851f, 1.33313f, 0.470441f, 0.210965f, 0.0f, 0.664178f, 0.0f, 0.839686f, 0.0f, 0.0f, 0.147834f, 0.0f, 0.0f, 0.0f, 0.58786f, 0.490128f, 0.0f, 0.905806f, 0.0f, 0.932134f, 0.424257f, 0.0f, 0.0f, 0.860629f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.513721f, 0.207341f, 1.09508f, 1.08385f, 0.0f, 0.973787f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.20698f, 0.0f, 0.0f, 0.0f, 1.56135f, 1.12369f, 0.99588f, 0.459803f, 0.0f, 0.915854f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.03206f, 0.0f, 0.773264f, 0.267228f, 1.55012f, 1.202f, 1.51611f, 0.701202f, 0.0f, 0.725088f, 0.0f, 0.509069f, 0.0f, 0.671349f, 0.581129f, 0.343447f, 0.0f, 0.107755f, 0.611838f, 1.4331f, 1.55871f, 0.015242f, 0.140624f, 0.492562f, 0.395095f, 0.147722f, 0.0f, 0.784925f, 0.0f, 1.65477f, 0.715257f, 0.0f, 0.0f, 0.0f, 0.685024f, 0.0f, 1.89505f, 1.00037f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.52659f, 0.0f, 0.0f, 0.0f, 0.0f, 0.618583f, 0.0f, 0.11115f, 0.0f, 1.37194f, 0.630225f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0322124f, 0.0f, 0.0f, 0.0f, 0.0f, 0.430834f, 0.252786f, 0.0f, 0.0f, 0.0f, 0.991297f, 1.98451f, 0.0f, 0.0f, 0.111511f, 0.0f, 1.05513f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.412559f, 0.0429958f, 0.256564f, 1.27858f, 0.289948f, 0.0f, 1.01693f, 0.327141f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.83508f, 0.346248f, 0.0f, 0.961535f, 0.790026f, 0.552203f, 2.13457f, 2.19233f, 0.333244f, 0.316526f, 0.179398f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.86126f, 0.0f, 0.728256f, 0.750013f, 0.011861f, 0.576383f, 3.38891f, 1.29273f, 0.0f, 0.496726f, 0.0f, 1.00883f, 0.0f, 0.0584256f, 0.0f, 0.0f, 0.236412f, 0.0f, 0.0f, 0.612267f, 0.487726f, 0.0f, 0.54883f, 1.16099f, 0.0291233f, 0.0f, 0.0f, 0.428302f, 0.0f, 0.0f, 0.0f, 0.0f, 1.13262f, 0.0f, 1.64415f, 0.0f, 0.311249f, 0.570804f, 0.259696f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262334f, 0.0f, 0.0f, 0.0f, 1.23781f, 0.0f, 2.86532f, 0.0f, 0.0f, 1.34389f, 2.76409f, 0.0f, 0.0f, 1.03969f, 0.0f, 0.00410865f, 0.0f, 0.0470295f, 0.0f, 0.0f, 0.0f, 0.371556f, 0.27175f, 1.36614f, 1.63956f, 0.683887f, 1.06176f, 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0.0f, 0.0f, 0.0f, 0.0f, 0.618583f, 0.0f, 0.11115f, 0.0f, 1.37194f, 0.630225f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0322124f, 0.0f, 0.0f, 0.0f, 0.0f, 0.430834f, 0.252786f, 0.0f, 0.0f, 0.0f, 0.991297f, 1.98451f, 0.0f, 0.0f, 0.111511f, 0.0f, 1.05513f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.412559f, 0.0429958f, 0.256564f, 1.27858f, 0.289948f, 0.0f, 1.01693f, 0.327141f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.83508f, 0.346248f, 0.0f, 0.961535f, 0.790026f, 0.552203f, 2.13457f, 2.19233f, 0.333244f, 0.316526f, 0.179398f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.86126f, 0.0f, 0.728256f, 0.750013f, 0.011861f, 0.576383f, 3.38891f, 1.29273f, 0.0f}}},
1405 // int -> INT32 map
1406 .int32Operands = {},
1407 // int -> QUANT8_ASYMM map
1408 .quant8AsymmOperands = {},
1409 // int -> QUANT16_SYMM map
1410 .quant16SymmOperands = {},
1411 // int -> FLOAT16 map
1412 .float16Operands = {},
1413 // int -> BOOL8 map
1414 .bool8Operands = {},
1415 // int -> QUANT8_SYMM_PER_CHANNEL map
1416 .quant8ChannelOperands = {},
1417 // int -> QUANT16_ASYMM map
1418 .quant16AsymmOperands = {},
1419 // int -> QUANT8_SYMM map
1420 .quant8SymmOperands = {},
1421 }
1422 },
1423 }, // End of an example
1424 };
1425 return examples_blackbox_aux_input;
1426 };
1427
get_examples_blackbox_aux_input_relaxed()1428 std::vector<MixedTypedExample>& get_examples_blackbox_aux_input_relaxed() {
1429 static std::vector<MixedTypedExample> examples_blackbox_aux_input_relaxed = {
1430 // Begin of an example
1431 {
1432 .operands = {
1433 //Input(s)
1434 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1435 // int -> Dimensions map
1436 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {2, 16, 8}}, {10, {16, 8}}, {11, {16, 8}}},
1437 // int -> FLOAT32 map
1438 .float32Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 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0.415818f}}, {11, {0.461459f, 0.153381f, 0.529743f, -0.00371218f, 0.676267f, -0.211346f, 0.317493f, 0.969689f, -0.343251f, 0.186423f, 0.398151f, 0.152399f, 0.448504f, 0.317662f, 0.523556f, -0.323514f, 0.480877f, 0.333113f, -0.757714f, -0.674487f, -0.643585f, 0.217766f, -0.0251462f, 0.79512f, -0.595574f, -0.422444f, 0.371572f, -0.452178f, -0.556069f, -0.482188f, -0.685456f, -0.727851f, 0.841829f, 0.551535f, -0.232336f, 0.729158f, -0.00294906f, -0.69754f, 0.766073f, -0.178424f, 0.369513f, -0.423241f, 0.548547f, -0.0152023f, -0.757482f, -0.85491f, 0.251331f, -0.989183f, 0.306261f, -0.340716f, 0.886103f, -0.0726757f, -0.723523f, -0.784303f, 0.0354295f, 0.566564f, -0.485469f, -0.620498f, 0.832546f, 0.697884f, -0.279115f, 0.294415f, -0.584313f, 0.548772f, 0.0648819f, 0.968726f, 0.723834f, -0.0080452f, -0.350386f, -0.272803f, 0.115121f, -0.412644f, -0.824713f, -0.992843f, -0.592904f, -0.417893f, 0.863791f, -0.423461f, -0.147601f, -0.770664f, -0.479006f, 0.654782f, 0.587314f, -0.639158f, 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1439 // int -> INT32 map
1440 .int32Operands = {},
1441 // int -> QUANT8_ASYMM map
1442 .quant8AsymmOperands = {},
1443 // int -> QUANT16_SYMM map
1444 .quant16SymmOperands = {},
1445 // int -> FLOAT16 map
1446 .float16Operands = {},
1447 // int -> BOOL8 map
1448 .bool8Operands = {},
1449 // int -> QUANT8_SYMM_PER_CHANNEL map
1450 .quant8ChannelOperands = {},
1451 // int -> QUANT16_ASYMM map
1452 .quant16AsymmOperands = {},
1453 // int -> QUANT8_SYMM map
1454 .quant8SymmOperands = {},
1455 },
1456 //Output(s)
1457 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1458 // int -> Dimensions map
1459 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
1460 // int -> FLOAT32 map
1461 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 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1462 // int -> INT32 map
1463 .int32Operands = {},
1464 // int -> QUANT8_ASYMM map
1465 .quant8AsymmOperands = {},
1466 // int -> QUANT16_SYMM map
1467 .quant16SymmOperands = {},
1468 // int -> FLOAT16 map
1469 .float16Operands = {},
1470 // int -> BOOL8 map
1471 .bool8Operands = {},
1472 // int -> QUANT8_SYMM_PER_CHANNEL map
1473 .quant8ChannelOperands = {},
1474 // int -> QUANT16_ASYMM map
1475 .quant16AsymmOperands = {},
1476 // int -> QUANT8_SYMM map
1477 .quant8SymmOperands = {},
1478 }
1479 },
1480 }, // End of an example
1481 };
1482 return examples_blackbox_aux_input_relaxed;
1483 };
1484
get_examples_blackbox_aux_input_float16()1485 std::vector<MixedTypedExample>& get_examples_blackbox_aux_input_float16() {
1486 static std::vector<MixedTypedExample> examples_blackbox_aux_input_float16 = {
1487 // Begin of an example
1488 {
1489 .operands = {
1490 //Input(s)
1491 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1492 // int -> Dimensions map
1493 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {2, 16, 8}}, {10, {16, 8}}, {11, {16, 8}}},
1494 // int -> FLOAT32 map
1495 .float32Operands = {},
1496 // int -> INT32 map
1497 .int32Operands = {},
1498 // int -> QUANT8_ASYMM map
1499 .quant8AsymmOperands = {},
1500 // int -> QUANT16_SYMM map
1501 .quant16SymmOperands = {},
1502 // int -> FLOAT16 map
1503 .float16Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 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1504 // int -> BOOL8 map
1505 .bool8Operands = {},
1506 // int -> QUANT8_SYMM_PER_CHANNEL map
1507 .quant8ChannelOperands = {},
1508 // int -> QUANT16_ASYMM map
1509 .quant16AsymmOperands = {},
1510 // int -> QUANT8_SYMM map
1511 .quant8SymmOperands = {},
1512 },
1513 //Output(s)
1514 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1515 // int -> Dimensions map
1516 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
1517 // int -> FLOAT32 map
1518 .float32Operands = {},
1519 // int -> INT32 map
1520 .int32Operands = {},
1521 // int -> QUANT8_ASYMM map
1522 .quant8AsymmOperands = {},
1523 // int -> QUANT16_SYMM map
1524 .quant16SymmOperands = {},
1525 // int -> FLOAT16 map
1526 .float16Operands = {{0, {0.49672600626945496f, 0.0f, 0.9659960269927979f, 0.0f, 0.05842540040612221f, 0.0f, 0.0f, 0.12314999848604202f, 0.0f, 0.0f, 0.6122660040855408f, 0.45660099387168884f, 0.0f, 0.5228599905967712f, 1.1609899997711182f, 0.029123200103640556f, 0.0f, 0.0f, 0.5249009728431702f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0211600065231323f, 0.0f, 1.3576200008392334f, 0.0f, 0.35690900683403015f, 0.4364149868488312f, 0.03557270020246506f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.26233500242233276f, 0.0f, 0.0f, 0.0f, 1.3399200439453125f, 0.0f, 2.973900079727173f, 0.0f, 0.0f, 1.3191399574279785f, 2.6614699363708496f, 0.0f, 0.0f, 0.9425680041313171f, 0.0f, 0.0f, 0.0f, 0.02550699934363365f, 0.0f, 0.0f, 0.0f, 0.3214290142059326f, 0.5691409707069397f, 1.2527400255203247f, 1.5771900415420532f, 0.8158000111579895f, 1.2180500030517578f, 0.5862389802932739f, 0.2542699873447418f, 1.0443600416183472f, 0.0f, 0.6307250261306763f, 0.0f, 0.13380099833011627f, 0.21069300174713135f, 0.3630259931087494f, 0.0f, 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1527 // int -> BOOL8 map
1528 .bool8Operands = {},
1529 // int -> QUANT8_SYMM_PER_CHANNEL map
1530 .quant8ChannelOperands = {},
1531 // int -> QUANT16_ASYMM map
1532 .quant16AsymmOperands = {},
1533 // int -> QUANT8_SYMM map
1534 .quant8SymmOperands = {},
1535 }
1536 },
1537 }, // End of an example
1538 };
1539 return examples_blackbox_aux_input_float16;
1540 };
1541
get_examples_blackbox_aux_input_dynamic_output_shape()1542 std::vector<MixedTypedExample>& get_examples_blackbox_aux_input_dynamic_output_shape() {
1543 static std::vector<MixedTypedExample> examples_blackbox_aux_input_dynamic_output_shape = {
1544 // Begin of an example
1545 {
1546 .operands = {
1547 //Input(s)
1548 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1549 // int -> Dimensions map
1550 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {2, 16, 8}}, {10, {16, 8}}, {11, {16, 8}}},
1551 // int -> FLOAT32 map
1552 .float32Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 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1553 // int -> INT32 map
1554 .int32Operands = {},
1555 // int -> QUANT8_ASYMM map
1556 .quant8AsymmOperands = {},
1557 // int -> QUANT16_SYMM map
1558 .quant16SymmOperands = {},
1559 // int -> FLOAT16 map
1560 .float16Operands = {},
1561 // int -> BOOL8 map
1562 .bool8Operands = {},
1563 // int -> QUANT8_SYMM_PER_CHANNEL map
1564 .quant8ChannelOperands = {},
1565 // int -> QUANT16_ASYMM map
1566 .quant16AsymmOperands = {},
1567 // int -> QUANT8_SYMM map
1568 .quant8SymmOperands = {},
1569 },
1570 //Output(s)
1571 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1572 // int -> Dimensions map
1573 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
1574 // int -> FLOAT32 map
1575 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f, 0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 0.0f, 0.0831304f, 0.0f, 0.0f, 1.00378f, 0.0f, 0.0f, 0.0f, 1.44818f, 1.01768f, 0.943891f, 0.502745f, 0.0f, 0.940135f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.13243f, 0.0f, 0.71208f, 0.123918f, 1.53907f, 1.30225f, 1.59644f, 0.70222f, 0.0f, 0.804329f, 0.0f, 0.430576f, 0.0f, 0.505872f, 0.509603f, 0.343448f, 0.0f, 0.107756f, 0.614544f, 1.44549f, 1.52311f, 0.0454298f, 0.300267f, 0.562784f, 0.395095f, 0.228154f, 0.0f, 0.675323f, 0.0f, 1.70536f, 0.766217f, 0.0f, 0.0f, 0.0f, 0.735363f, 0.0759267f, 1.91017f, 0.941888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.5909f, 0.0f, 0.0f, 0.0f, 0.0f, 0.5755f, 0.0f, 0.184687f, 0.0f, 1.56296f, 0.625285f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0857888f, 0.0f, 0.0f, 0.0f, 0.0f, 0.488383f, 0.252786f, 0.0f, 0.0f, 0.0f, 1.02817f, 1.85665f, 0.0f, 0.0f, 0.00981836f, 0.0f, 1.06371f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.316406f, 0.0f, 0.304161f, 1.25079f, 0.0707152f, 0.0f, 0.986264f, 0.309201f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.64896f, 0.346248f, 0.0f, 0.918175f, 0.78884f, 0.524981f, 1.92076f, 2.07013f, 0.333244f, 0.415153f, 0.210318f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.02616f, 0.0f, 0.728256f, 0.84183f, 0.0907453f, 0.628881f, 3.58099f, 1.49974f, 0.0f}}, {1, {0.496726f, 0.0f, 1.00883f, 0.0f, 0.0584256f, 0.0f, 0.0f, 0.236412f, 0.0f, 0.0f, 0.612267f, 0.487726f, 0.0f, 0.54883f, 1.16099f, 0.0291233f, 0.0f, 0.0f, 0.428302f, 0.0f, 0.0f, 0.0f, 0.0f, 1.13262f, 0.0f, 1.64415f, 0.0f, 0.311249f, 0.570804f, 0.259696f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262334f, 0.0f, 0.0f, 0.0f, 1.23781f, 0.0f, 2.86532f, 0.0f, 0.0f, 1.34389f, 2.76409f, 0.0f, 0.0f, 1.03969f, 0.0f, 0.00410865f, 0.0f, 0.0470295f, 0.0f, 0.0f, 0.0f, 0.371556f, 0.27175f, 1.36614f, 1.63956f, 0.683887f, 1.06176f, 0.719552f, 0.301314f, 0.971195f, 0.0f, 0.697143f, 0.0f, 0.215219f, 0.210693f, 0.363027f, 0.0f, 0.501283f, 0.0f, 1.13399f, 0.623774f, 0.0f, 1.09851f, 1.33313f, 0.470441f, 0.210965f, 0.0f, 0.664178f, 0.0f, 0.839686f, 0.0f, 0.0f, 0.147834f, 0.0f, 0.0f, 0.0f, 0.58786f, 0.490128f, 0.0f, 0.905806f, 0.0f, 0.932134f, 0.424257f, 0.0f, 0.0f, 0.860629f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.513721f, 0.207341f, 1.09508f, 1.08385f, 0.0f, 0.973787f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.20698f, 0.0f, 0.0f, 0.0f, 1.56135f, 1.12369f, 0.99588f, 0.459803f, 0.0f, 0.915854f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.03206f, 0.0f, 0.773264f, 0.267228f, 1.55012f, 1.202f, 1.51611f, 0.701202f, 0.0f, 0.725088f, 0.0f, 0.509069f, 0.0f, 0.671349f, 0.581129f, 0.343447f, 0.0f, 0.107755f, 0.611838f, 1.4331f, 1.55871f, 0.015242f, 0.140624f, 0.492562f, 0.395095f, 0.147722f, 0.0f, 0.784925f, 0.0f, 1.65477f, 0.715257f, 0.0f, 0.0f, 0.0f, 0.685024f, 0.0f, 1.89505f, 1.00037f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.52659f, 0.0f, 0.0f, 0.0f, 0.0f, 0.618583f, 0.0f, 0.11115f, 0.0f, 1.37194f, 0.630225f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0322124f, 0.0f, 0.0f, 0.0f, 0.0f, 0.430834f, 0.252786f, 0.0f, 0.0f, 0.0f, 0.991297f, 1.98451f, 0.0f, 0.0f, 0.111511f, 0.0f, 1.05513f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.412559f, 0.0429958f, 0.256564f, 1.27858f, 0.289948f, 0.0f, 1.01693f, 0.327141f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.83508f, 0.346248f, 0.0f, 0.961535f, 0.790026f, 0.552203f, 2.13457f, 2.19233f, 0.333244f, 0.316526f, 0.179398f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.86126f, 0.0f, 0.728256f, 0.750013f, 0.011861f, 0.576383f, 3.38891f, 1.29273f, 0.0f, 0.496726f, 0.0f, 1.00883f, 0.0f, 0.0584256f, 0.0f, 0.0f, 0.236412f, 0.0f, 0.0f, 0.612267f, 0.487726f, 0.0f, 0.54883f, 1.16099f, 0.0291233f, 0.0f, 0.0f, 0.428302f, 0.0f, 0.0f, 0.0f, 0.0f, 1.13262f, 0.0f, 1.64415f, 0.0f, 0.311249f, 0.570804f, 0.259696f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262334f, 0.0f, 0.0f, 0.0f, 1.23781f, 0.0f, 2.86532f, 0.0f, 0.0f, 1.34389f, 2.76409f, 0.0f, 0.0f, 1.03969f, 0.0f, 0.00410865f, 0.0f, 0.0470295f, 0.0f, 0.0f, 0.0f, 0.371556f, 0.27175f, 1.36614f, 1.63956f, 0.683887f, 1.06176f, 0.719552f, 0.301314f, 0.971195f, 0.0f, 0.697143f, 0.0f, 0.215219f, 0.210693f, 0.363027f, 0.0f, 0.501283f, 0.0f, 1.13399f, 0.623774f, 0.0f, 1.09851f, 1.33313f, 0.470441f, 0.210965f, 0.0f, 0.664178f, 0.0f, 0.839686f, 0.0f, 0.0f, 0.147834f, 0.0f, 0.0f, 0.0f, 0.58786f, 0.490128f, 0.0f, 0.905806f, 0.0f, 0.932134f, 0.424257f, 0.0f, 0.0f, 0.860629f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.513721f, 0.207341f, 1.09508f, 1.08385f, 0.0f, 0.973787f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.20698f, 0.0f, 0.0f, 0.0f, 1.56135f, 1.12369f, 0.99588f, 0.459803f, 0.0f, 0.915854f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 2.03206f, 0.0f, 0.773264f, 0.267228f, 1.55012f, 1.202f, 1.51611f, 0.701202f, 0.0f, 0.725088f, 0.0f, 0.509069f, 0.0f, 0.671349f, 0.581129f, 0.343447f, 0.0f, 0.107755f, 0.611838f, 1.4331f, 1.55871f, 0.015242f, 0.140624f, 0.492562f, 0.395095f, 0.147722f, 0.0f, 0.784925f, 0.0f, 1.65477f, 0.715257f, 0.0f, 0.0f, 0.0f, 0.685024f, 0.0f, 1.89505f, 1.00037f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.52659f, 0.0f, 0.0f, 0.0f, 0.0f, 0.618583f, 0.0f, 0.11115f, 0.0f, 1.37194f, 0.630225f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0322124f, 0.0f, 0.0f, 0.0f, 0.0f, 0.430834f, 0.252786f, 0.0f, 0.0f, 0.0f, 0.991297f, 1.98451f, 0.0f, 0.0f, 0.111511f, 0.0f, 1.05513f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.290445f, 0.412559f, 0.0429958f, 0.256564f, 1.27858f, 0.289948f, 0.0f, 1.01693f, 0.327141f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.83508f, 0.346248f, 0.0f, 0.961535f, 0.790026f, 0.552203f, 2.13457f, 2.19233f, 0.333244f, 0.316526f, 0.179398f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.86126f, 0.0f, 0.728256f, 0.750013f, 0.011861f, 0.576383f, 3.38891f, 1.29273f, 0.0f}}},
1576 // int -> INT32 map
1577 .int32Operands = {},
1578 // int -> QUANT8_ASYMM map
1579 .quant8AsymmOperands = {},
1580 // int -> QUANT16_SYMM map
1581 .quant16SymmOperands = {},
1582 // int -> FLOAT16 map
1583 .float16Operands = {},
1584 // int -> BOOL8 map
1585 .bool8Operands = {},
1586 // int -> QUANT8_SYMM_PER_CHANNEL map
1587 .quant8ChannelOperands = {},
1588 // int -> QUANT16_ASYMM map
1589 .quant16AsymmOperands = {},
1590 // int -> QUANT8_SYMM map
1591 .quant8SymmOperands = {},
1592 }
1593 },
1594 }, // End of an example
1595 };
1596 return examples_blackbox_aux_input_dynamic_output_shape;
1597 };
1598
get_examples_blackbox_aux_input_dynamic_output_shape_relaxed()1599 std::vector<MixedTypedExample>& get_examples_blackbox_aux_input_dynamic_output_shape_relaxed() {
1600 static std::vector<MixedTypedExample> examples_blackbox_aux_input_dynamic_output_shape_relaxed = {
1601 // Begin of an example
1602 {
1603 .operands = {
1604 //Input(s)
1605 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1606 // int -> Dimensions map
1607 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {2, 16, 8}}, {10, {16, 8}}, {11, {16, 8}}},
1608 // int -> FLOAT32 map
1609 .float32Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 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1610 // int -> INT32 map
1611 .int32Operands = {},
1612 // int -> QUANT8_ASYMM map
1613 .quant8AsymmOperands = {},
1614 // int -> QUANT16_SYMM map
1615 .quant16SymmOperands = {},
1616 // int -> FLOAT16 map
1617 .float16Operands = {},
1618 // int -> BOOL8 map
1619 .bool8Operands = {},
1620 // int -> QUANT8_SYMM_PER_CHANNEL map
1621 .quant8ChannelOperands = {},
1622 // int -> QUANT16_ASYMM map
1623 .quant16AsymmOperands = {},
1624 // int -> QUANT8_SYMM map
1625 .quant8SymmOperands = {},
1626 },
1627 //Output(s)
1628 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1629 // int -> Dimensions map
1630 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
1631 // int -> FLOAT32 map
1632 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 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1633 // int -> INT32 map
1634 .int32Operands = {},
1635 // int -> QUANT8_ASYMM map
1636 .quant8AsymmOperands = {},
1637 // int -> QUANT16_SYMM map
1638 .quant16SymmOperands = {},
1639 // int -> FLOAT16 map
1640 .float16Operands = {},
1641 // int -> BOOL8 map
1642 .bool8Operands = {},
1643 // int -> QUANT8_SYMM_PER_CHANNEL map
1644 .quant8ChannelOperands = {},
1645 // int -> QUANT16_ASYMM map
1646 .quant16AsymmOperands = {},
1647 // int -> QUANT8_SYMM map
1648 .quant8SymmOperands = {},
1649 }
1650 },
1651 }, // End of an example
1652 };
1653 return examples_blackbox_aux_input_dynamic_output_shape_relaxed;
1654 };
1655
get_examples_blackbox_aux_input_dynamic_output_shape_float16()1656 std::vector<MixedTypedExample>& get_examples_blackbox_aux_input_dynamic_output_shape_float16() {
1657 static std::vector<MixedTypedExample> examples_blackbox_aux_input_dynamic_output_shape_float16 = {
1658 // Begin of an example
1659 {
1660 .operands = {
1661 //Input(s)
1662 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1663 // int -> Dimensions map
1664 .operandDimensions = {{0, {2, 16, 8}}, {1, {16, 8}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 8}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {2, 16, 8}}, {10, {16, 8}}, {11, {16, 8}}},
1665 // int -> FLOAT32 map
1666 .float32Operands = {},
1667 // int -> INT32 map
1668 .int32Operands = {},
1669 // int -> QUANT8_ASYMM map
1670 .quant8AsymmOperands = {},
1671 // int -> QUANT16_SYMM map
1672 .quant16SymmOperands = {},
1673 // int -> FLOAT16 map
1674 .float16Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 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1675 // int -> BOOL8 map
1676 .bool8Operands = {},
1677 // int -> QUANT8_SYMM_PER_CHANNEL map
1678 .quant8ChannelOperands = {},
1679 // int -> QUANT16_ASYMM map
1680 .quant16AsymmOperands = {},
1681 // int -> QUANT8_SYMM map
1682 .quant8SymmOperands = {},
1683 },
1684 //Output(s)
1685 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1686 // int -> Dimensions map
1687 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
1688 // int -> FLOAT32 map
1689 .float32Operands = {},
1690 // int -> INT32 map
1691 .int32Operands = {},
1692 // int -> QUANT8_ASYMM map
1693 .quant8AsymmOperands = {},
1694 // int -> QUANT16_SYMM map
1695 .quant16SymmOperands = {},
1696 // int -> FLOAT16 map
1697 .float16Operands = {{0, {0.49672600626945496f, 0.0f, 0.9659960269927979f, 0.0f, 0.05842540040612221f, 0.0f, 0.0f, 0.12314999848604202f, 0.0f, 0.0f, 0.6122660040855408f, 0.45660099387168884f, 0.0f, 0.5228599905967712f, 1.1609899997711182f, 0.029123200103640556f, 0.0f, 0.0f, 0.5249009728431702f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0211600065231323f, 0.0f, 1.3576200008392334f, 0.0f, 0.35690900683403015f, 0.4364149868488312f, 0.03557270020246506f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.26233500242233276f, 0.0f, 0.0f, 0.0f, 1.3399200439453125f, 0.0f, 2.973900079727173f, 0.0f, 0.0f, 1.3191399574279785f, 2.6614699363708496f, 0.0f, 0.0f, 0.9425680041313171f, 0.0f, 0.0f, 0.0f, 0.02550699934363365f, 0.0f, 0.0f, 0.0f, 0.3214290142059326f, 0.5691409707069397f, 1.2527400255203247f, 1.5771900415420532f, 0.8158000111579895f, 1.2180500030517578f, 0.5862389802932739f, 0.2542699873447418f, 1.0443600416183472f, 0.0f, 0.6307250261306763f, 0.0f, 0.13380099833011627f, 0.21069300174713135f, 0.3630259931087494f, 0.0f, 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1698 // int -> BOOL8 map
1699 .bool8Operands = {},
1700 // int -> QUANT8_SYMM_PER_CHANNEL map
1701 .quant8ChannelOperands = {},
1702 // int -> QUANT16_ASYMM map
1703 .quant16AsymmOperands = {},
1704 // int -> QUANT8_SYMM map
1705 .quant8SymmOperands = {},
1706 }
1707 },
1708 }, // End of an example
1709 };
1710 return examples_blackbox_aux_input_dynamic_output_shape_float16;
1711 };
1712
get_examples_blackbox_regular_and_aux_input()1713 std::vector<MixedTypedExample>& get_examples_blackbox_regular_and_aux_input() {
1714 static std::vector<MixedTypedExample> examples_blackbox_regular_and_aux_input = {
1715 // Begin of an example
1716 {
1717 .operands = {
1718 //Input(s)
1719 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1720 // int -> Dimensions map
1721 .operandDimensions = {{0, {2, 16, 4}}, {1, {16, 4}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 4}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {2, 16, 4}}, {10, {16, 4}}, {11, {16, 4}}},
1722 // int -> FLOAT32 map
1723 .float32Operands = {{0, {0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, 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1724 // int -> INT32 map
1725 .int32Operands = {},
1726 // int -> QUANT8_ASYMM map
1727 .quant8AsymmOperands = {},
1728 // int -> QUANT16_SYMM map
1729 .quant16SymmOperands = {},
1730 // int -> FLOAT16 map
1731 .float16Operands = {},
1732 // int -> BOOL8 map
1733 .bool8Operands = {},
1734 // int -> QUANT8_SYMM_PER_CHANNEL map
1735 .quant8ChannelOperands = {},
1736 // int -> QUANT16_ASYMM map
1737 .quant16AsymmOperands = {},
1738 // int -> QUANT8_SYMM map
1739 .quant8SymmOperands = {},
1740 },
1741 //Output(s)
1742 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1743 // int -> Dimensions map
1744 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
1745 // int -> FLOAT32 map
1746 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 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1747 // int -> INT32 map
1748 .int32Operands = {},
1749 // int -> QUANT8_ASYMM map
1750 .quant8AsymmOperands = {},
1751 // int -> QUANT16_SYMM map
1752 .quant16SymmOperands = {},
1753 // int -> FLOAT16 map
1754 .float16Operands = {},
1755 // int -> BOOL8 map
1756 .bool8Operands = {},
1757 // int -> QUANT8_SYMM_PER_CHANNEL map
1758 .quant8ChannelOperands = {},
1759 // int -> QUANT16_ASYMM map
1760 .quant16AsymmOperands = {},
1761 // int -> QUANT8_SYMM map
1762 .quant8SymmOperands = {},
1763 }
1764 },
1765 }, // End of an example
1766 };
1767 return examples_blackbox_regular_and_aux_input;
1768 };
1769
get_examples_blackbox_regular_and_aux_input_relaxed()1770 std::vector<MixedTypedExample>& get_examples_blackbox_regular_and_aux_input_relaxed() {
1771 static std::vector<MixedTypedExample> examples_blackbox_regular_and_aux_input_relaxed = {
1772 // Begin of an example
1773 {
1774 .operands = {
1775 //Input(s)
1776 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1777 // int -> Dimensions map
1778 .operandDimensions = {{0, {2, 16, 4}}, {1, {16, 4}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 4}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {2, 16, 4}}, {10, {16, 4}}, {11, {16, 4}}},
1779 // int -> FLOAT32 map
1780 .float32Operands = {{0, {0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, 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1781 // int -> INT32 map
1782 .int32Operands = {},
1783 // int -> QUANT8_ASYMM map
1784 .quant8AsymmOperands = {},
1785 // int -> QUANT16_SYMM map
1786 .quant16SymmOperands = {},
1787 // int -> FLOAT16 map
1788 .float16Operands = {},
1789 // int -> BOOL8 map
1790 .bool8Operands = {},
1791 // int -> QUANT8_SYMM_PER_CHANNEL map
1792 .quant8ChannelOperands = {},
1793 // int -> QUANT16_ASYMM map
1794 .quant16AsymmOperands = {},
1795 // int -> QUANT8_SYMM map
1796 .quant8SymmOperands = {},
1797 },
1798 //Output(s)
1799 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1800 // int -> Dimensions map
1801 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
1802 // int -> FLOAT32 map
1803 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 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1804 // int -> INT32 map
1805 .int32Operands = {},
1806 // int -> QUANT8_ASYMM map
1807 .quant8AsymmOperands = {},
1808 // int -> QUANT16_SYMM map
1809 .quant16SymmOperands = {},
1810 // int -> FLOAT16 map
1811 .float16Operands = {},
1812 // int -> BOOL8 map
1813 .bool8Operands = {},
1814 // int -> QUANT8_SYMM_PER_CHANNEL map
1815 .quant8ChannelOperands = {},
1816 // int -> QUANT16_ASYMM map
1817 .quant16AsymmOperands = {},
1818 // int -> QUANT8_SYMM map
1819 .quant8SymmOperands = {},
1820 }
1821 },
1822 }, // End of an example
1823 };
1824 return examples_blackbox_regular_and_aux_input_relaxed;
1825 };
1826
get_examples_blackbox_regular_and_aux_input_float16()1827 std::vector<MixedTypedExample>& get_examples_blackbox_regular_and_aux_input_float16() {
1828 static std::vector<MixedTypedExample> examples_blackbox_regular_and_aux_input_float16 = {
1829 // Begin of an example
1830 {
1831 .operands = {
1832 //Input(s)
1833 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1834 // int -> Dimensions map
1835 .operandDimensions = {{0, {2, 16, 4}}, {1, {16, 4}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 4}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {2, 16, 4}}, {10, {16, 4}}, {11, {16, 4}}},
1836 // int -> FLOAT32 map
1837 .float32Operands = {},
1838 // int -> INT32 map
1839 .int32Operands = {},
1840 // int -> QUANT8_ASYMM map
1841 .quant8AsymmOperands = {},
1842 // int -> QUANT16_SYMM map
1843 .quant16SymmOperands = {},
1844 // int -> FLOAT16 map
1845 .float16Operands = {{0, {0.23689353466033936f, 0.28538501262664795f, 0.03702974319458008f, -0.19858193397521973f, -0.6942484378814697f, -0.93421471118927f, -0.8728787899017334f, 0.37144362926483154f, -0.9977490305900574f, -0.9885817170143127f, -0.38952237367630005f, -0.47685933113098145f, 0.33468103408813477f, 0.7580188512802124f, 0.3066098690032959f, -0.37354087829589844f, 0.6579146385192871f, 0.35130810737609863f, 0.8083400726318359f, -0.6177767515182495f, 0.47791874408721924f, 0.8649692535400391f, -0.5337622165679932f, 0.8531515598297119f, 0.8782583475112915f, 0.5992914438247681f, 0.6282774209976196f, 0.18899452686309814f, 0.7486187219619751f, 0.17831337451934814f, 0.27554190158843994f, 0.5186471939086914f, -0.058871567249298096f, -0.6660907864570618f, 0.5909807682037354f, 0.7301709651947021f, 0.19379806518554688f, 0.29120302200317383f, 0.07711303234100342f, -0.7033160924911499f, 0.6652182340621948f, 0.03009819984436035f, -0.774704098701477f, -0.020380020141601562f, 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1846 // int -> BOOL8 map
1847 .bool8Operands = {},
1848 // int -> QUANT8_SYMM_PER_CHANNEL map
1849 .quant8ChannelOperands = {},
1850 // int -> QUANT16_ASYMM map
1851 .quant16AsymmOperands = {},
1852 // int -> QUANT8_SYMM map
1853 .quant8SymmOperands = {},
1854 },
1855 //Output(s)
1856 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1857 // int -> Dimensions map
1858 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
1859 // int -> FLOAT32 map
1860 .float32Operands = {},
1861 // int -> INT32 map
1862 .int32Operands = {},
1863 // int -> QUANT8_ASYMM map
1864 .quant8AsymmOperands = {},
1865 // int -> QUANT16_SYMM map
1866 .quant16SymmOperands = {},
1867 // int -> FLOAT16 map
1868 .float16Operands = {{0, {0.49672600626945496f, 0.0f, 0.9659960269927979f, 0.0f, 0.05842540040612221f, 0.0f, 0.0f, 0.12314999848604202f, 0.0f, 0.0f, 0.6122660040855408f, 0.45660099387168884f, 0.0f, 0.5228599905967712f, 1.1609899997711182f, 0.029123200103640556f, 0.0f, 0.0f, 0.5249009728431702f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0211600065231323f, 0.0f, 1.3576200008392334f, 0.0f, 0.35690900683403015f, 0.4364149868488312f, 0.03557270020246506f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.26233500242233276f, 0.0f, 0.0f, 0.0f, 1.3399200439453125f, 0.0f, 2.973900079727173f, 0.0f, 0.0f, 1.3191399574279785f, 2.6614699363708496f, 0.0f, 0.0f, 0.9425680041313171f, 0.0f, 0.0f, 0.0f, 0.02550699934363365f, 0.0f, 0.0f, 0.0f, 0.3214290142059326f, 0.5691409707069397f, 1.2527400255203247f, 1.5771900415420532f, 0.8158000111579895f, 1.2180500030517578f, 0.5862389802932739f, 0.2542699873447418f, 1.0443600416183472f, 0.0f, 0.6307250261306763f, 0.0f, 0.13380099833011627f, 0.21069300174713135f, 0.3630259931087494f, 0.0f, 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0.7282559871673584f, 0.750012993812561f, 0.011861000210046768f, 0.5763829946517944f, 3.3889100551605225f, 1.2927299737930298f, 0.0f}}},
1869 // int -> BOOL8 map
1870 .bool8Operands = {},
1871 // int -> QUANT8_SYMM_PER_CHANNEL map
1872 .quant8ChannelOperands = {},
1873 // int -> QUANT16_ASYMM map
1874 .quant16AsymmOperands = {},
1875 // int -> QUANT8_SYMM map
1876 .quant8SymmOperands = {},
1877 }
1878 },
1879 }, // End of an example
1880 };
1881 return examples_blackbox_regular_and_aux_input_float16;
1882 };
1883
get_examples_blackbox_regular_and_aux_input_dynamic_output_shape()1884 std::vector<MixedTypedExample>& get_examples_blackbox_regular_and_aux_input_dynamic_output_shape() {
1885 static std::vector<MixedTypedExample> examples_blackbox_regular_and_aux_input_dynamic_output_shape = {
1886 // Begin of an example
1887 {
1888 .operands = {
1889 //Input(s)
1890 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1891 // int -> Dimensions map
1892 .operandDimensions = {{0, {2, 16, 4}}, {1, {16, 4}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 4}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {2, 16, 4}}, {10, {16, 4}}, {11, {16, 4}}},
1893 // int -> FLOAT32 map
1894 .float32Operands = {{0, {0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f}}, {1, {0.461459f, 0.153381f, 0.529743f, -0.00371218f, -0.343251f, 0.186423f, 0.398151f, 0.152399f, 0.480877f, 0.333113f, -0.757714f, -0.674487f, -0.595574f, -0.422444f, 0.371572f, -0.452178f, 0.841829f, 0.551535f, -0.232336f, 0.729158f, 0.369513f, -0.423241f, 0.548547f, -0.0152023f, 0.306261f, -0.340716f, 0.886103f, -0.0726757f, -0.485469f, -0.620498f, 0.832546f, 0.697884f, 0.0648819f, 0.968726f, 0.723834f, -0.0080452f, -0.824713f, -0.992843f, -0.592904f, -0.417893f, -0.479006f, 0.654782f, 0.587314f, -0.639158f, 0.754768f, -0.337042f, 0.0960841f, 0.368357f, 0.37225f, -0.623598f, -0.405423f, 0.455101f, -0.81252f, -0.127006f, 0.809865f, -0.721884f, -0.777449f, 0.917274f, 0.819286f, 0.206218f, -0.276798f, 0.837861f, 0.747958f, -0.0151566f}}, {2, {0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 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0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.1f}}, {3, {0.065691948f, -0.69055247f, 0.1107955f, -0.97084129f, -0.23957068f, -0.23566568f, -0.389184f, 0.47481549f, -0.4791103f, 0.29931796f, 0.10463274f, 0.83918178f, 0.37197268f, 0.61957061f, 0.3956964f, -0.37609905f}}, {4, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {5, {0.461459f, 0.153381f, 0.529743f, -0.00371218f, -0.343251f, 0.186423f, 0.398151f, 0.152399f, 0.480877f, 0.333113f, -0.757714f, -0.674487f, -0.595574f, -0.422444f, 0.371572f, -0.452178f, 0.841829f, 0.551535f, -0.232336f, 0.729158f, 0.369513f, -0.423241f, 0.548547f, -0.0152023f, 0.306261f, -0.340716f, 0.886103f, -0.0726757f, -0.485469f, -0.620498f, 0.832546f, 0.697884f, 0.0648819f, 0.968726f, 0.723834f, -0.0080452f, -0.824713f, -0.992843f, -0.592904f, -0.417893f, -0.479006f, 0.654782f, 0.587314f, -0.639158f, 0.754768f, 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1895 // int -> INT32 map
1896 .int32Operands = {},
1897 // int -> QUANT8_ASYMM map
1898 .quant8AsymmOperands = {},
1899 // int -> QUANT16_SYMM map
1900 .quant16SymmOperands = {},
1901 // int -> FLOAT16 map
1902 .float16Operands = {},
1903 // int -> BOOL8 map
1904 .bool8Operands = {},
1905 // int -> QUANT8_SYMM_PER_CHANNEL map
1906 .quant8ChannelOperands = {},
1907 // int -> QUANT16_ASYMM map
1908 .quant16AsymmOperands = {},
1909 // int -> QUANT8_SYMM map
1910 .quant8SymmOperands = {},
1911 },
1912 //Output(s)
1913 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1914 // int -> Dimensions map
1915 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
1916 // int -> FLOAT32 map
1917 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 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1918 // int -> INT32 map
1919 .int32Operands = {},
1920 // int -> QUANT8_ASYMM map
1921 .quant8AsymmOperands = {},
1922 // int -> QUANT16_SYMM map
1923 .quant16SymmOperands = {},
1924 // int -> FLOAT16 map
1925 .float16Operands = {},
1926 // int -> BOOL8 map
1927 .bool8Operands = {},
1928 // int -> QUANT8_SYMM_PER_CHANNEL map
1929 .quant8ChannelOperands = {},
1930 // int -> QUANT16_ASYMM map
1931 .quant16AsymmOperands = {},
1932 // int -> QUANT8_SYMM map
1933 .quant8SymmOperands = {},
1934 }
1935 },
1936 }, // End of an example
1937 };
1938 return examples_blackbox_regular_and_aux_input_dynamic_output_shape;
1939 };
1940
get_examples_blackbox_regular_and_aux_input_dynamic_output_shape_relaxed()1941 std::vector<MixedTypedExample>& get_examples_blackbox_regular_and_aux_input_dynamic_output_shape_relaxed() {
1942 static std::vector<MixedTypedExample> examples_blackbox_regular_and_aux_input_dynamic_output_shape_relaxed = {
1943 // Begin of an example
1944 {
1945 .operands = {
1946 //Input(s)
1947 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1948 // int -> Dimensions map
1949 .operandDimensions = {{0, {2, 16, 4}}, {1, {16, 4}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 4}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {2, 16, 4}}, {10, {16, 4}}, {11, {16, 4}}},
1950 // int -> FLOAT32 map
1951 .float32Operands = {{0, {0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, -0.99774903f, -0.98858172f, -0.38952237f, -0.47685933f, 0.33468103f, 0.75801885f, 0.30660987f, -0.37354088f, 0.65791464f, 0.35130811f, 0.80834007f, -0.61777675f, 0.47791874f, 0.86496925f, -0.53376222f, 0.85315156f, 0.87825835f, 0.59929144f, 0.62827742f, 0.18899453f, 0.74861872f, 0.17831337f, 0.2755419f, 0.51864719f, -0.058871567f, -0.66609079f, 0.59098077f, 0.73017097f, 0.19379807f, 0.29120302f, 0.077113032f, -0.70331609f, 0.66521823f, 0.0300982f, -0.7747041f, -0.02038002f, 0.27531278f, -0.095755219f, -0.712036f, -0.17384434f, 0.14744234f, 0.62589407f, 0.1653645f, -0.10651493f, 0.28153265f, 0.19455957f, -0.55479527f, -0.56042433f, -0.12287641f, 0.70117295f, 0.90532446f, 0.89782166f, -0.56172788f, -0.044897556f, 0.89964068f, -0.067662835f, 0.23689353f, 0.285385f, 0.037029743f, -0.19858193f, -0.69424844f, -0.93421471f, -0.87287879f, 0.37144363f, 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1952 // int -> INT32 map
1953 .int32Operands = {},
1954 // int -> QUANT8_ASYMM map
1955 .quant8AsymmOperands = {},
1956 // int -> QUANT16_SYMM map
1957 .quant16SymmOperands = {},
1958 // int -> FLOAT16 map
1959 .float16Operands = {},
1960 // int -> BOOL8 map
1961 .bool8Operands = {},
1962 // int -> QUANT8_SYMM_PER_CHANNEL map
1963 .quant8ChannelOperands = {},
1964 // int -> QUANT16_ASYMM map
1965 .quant16AsymmOperands = {},
1966 // int -> QUANT8_SYMM map
1967 .quant8SymmOperands = {},
1968 },
1969 //Output(s)
1970 { // See tools/test_generator/include/TestHarness.h:MixedTyped
1971 // int -> Dimensions map
1972 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
1973 // int -> FLOAT32 map
1974 .float32Operands = {{0, {0.496726f, 0.0f, 0.965996f, 0.0f, 0.0584254f, 0.0f, 0.0f, 0.12315f, 0.0f, 0.0f, 0.612266f, 0.456601f, 0.0f, 0.52286f, 1.16099f, 0.0291232f, 0.0f, 0.0f, 0.524901f, 0.0f, 0.0f, 0.0f, 0.0f, 1.02116f, 0.0f, 1.35762f, 0.0f, 0.356909f, 0.436415f, 0.0355727f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.262335f, 0.0f, 0.0f, 0.0f, 1.33992f, 0.0f, 2.9739f, 0.0f, 0.0f, 1.31914f, 2.66147f, 0.0f, 0.0f, 0.942568f, 0.0f, 0.0f, 0.0f, 0.025507f, 0.0f, 0.0f, 0.0f, 0.321429f, 0.569141f, 1.25274f, 1.57719f, 0.8158f, 1.21805f, 0.586239f, 0.25427f, 1.04436f, 0.0f, 0.630725f, 0.0f, 0.133801f, 0.210693f, 0.363026f, 0.0f, 0.533426f, 0.0f, 1.25926f, 0.722707f, 0.0f, 1.22031f, 1.30117f, 0.495867f, 0.222187f, 0.0f, 0.72725f, 0.0f, 0.767003f, 0.0f, 0.0f, 0.147835f, 0.0f, 0.0f, 0.0f, 0.608758f, 0.469394f, 0.00720298f, 0.927537f, 0.0f, 0.856974f, 0.424257f, 0.0f, 0.0f, 0.937329f, 0.0f, 0.0f, 0.0f, 0.476425f, 0.0f, 0.566017f, 0.418462f, 0.141911f, 0.996214f, 1.13063f, 0.0f, 0.967899f, 0.0f, 0.0f, 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1975 // int -> INT32 map
1976 .int32Operands = {},
1977 // int -> QUANT8_ASYMM map
1978 .quant8AsymmOperands = {},
1979 // int -> QUANT16_SYMM map
1980 .quant16SymmOperands = {},
1981 // int -> FLOAT16 map
1982 .float16Operands = {},
1983 // int -> BOOL8 map
1984 .bool8Operands = {},
1985 // int -> QUANT8_SYMM_PER_CHANNEL map
1986 .quant8ChannelOperands = {},
1987 // int -> QUANT16_ASYMM map
1988 .quant16AsymmOperands = {},
1989 // int -> QUANT8_SYMM map
1990 .quant8SymmOperands = {},
1991 }
1992 },
1993 }, // End of an example
1994 };
1995 return examples_blackbox_regular_and_aux_input_dynamic_output_shape_relaxed;
1996 };
1997
get_examples_blackbox_regular_and_aux_input_dynamic_output_shape_float16()1998 std::vector<MixedTypedExample>& get_examples_blackbox_regular_and_aux_input_dynamic_output_shape_float16() {
1999 static std::vector<MixedTypedExample> examples_blackbox_regular_and_aux_input_dynamic_output_shape_float16 = {
2000 // Begin of an example
2001 {
2002 .operands = {
2003 //Input(s)
2004 { // See tools/test_generator/include/TestHarness.h:MixedTyped
2005 // int -> Dimensions map
2006 .operandDimensions = {{0, {2, 16, 4}}, {1, {16, 4}}, {2, {16, 16}}, {3, {16}}, {4, {2, 16}}, {5, {16, 4}}, {6, {16, 16}}, {7, {16}}, {8, {2, 16}}, {9, {2, 16, 4}}, {10, {16, 4}}, {11, {16, 4}}},
2007 // int -> FLOAT32 map
2008 .float32Operands = {},
2009 // int -> INT32 map
2010 .int32Operands = {},
2011 // int -> QUANT8_ASYMM map
2012 .quant8AsymmOperands = {},
2013 // int -> QUANT16_SYMM map
2014 .quant16SymmOperands = {},
2015 // int -> FLOAT16 map
2016 .float16Operands = {{0, {0.23689353466033936f, 0.28538501262664795f, 0.03702974319458008f, -0.19858193397521973f, -0.6942484378814697f, -0.93421471118927f, -0.8728787899017334f, 0.37144362926483154f, -0.9977490305900574f, -0.9885817170143127f, -0.38952237367630005f, -0.47685933113098145f, 0.33468103408813477f, 0.7580188512802124f, 0.3066098690032959f, -0.37354087829589844f, 0.6579146385192871f, 0.35130810737609863f, 0.8083400726318359f, -0.6177767515182495f, 0.47791874408721924f, 0.8649692535400391f, -0.5337622165679932f, 0.8531515598297119f, 0.8782583475112915f, 0.5992914438247681f, 0.6282774209976196f, 0.18899452686309814f, 0.7486187219619751f, 0.17831337451934814f, 0.27554190158843994f, 0.5186471939086914f, -0.058871567249298096f, -0.6660907864570618f, 0.5909807682037354f, 0.7301709651947021f, 0.19379806518554688f, 0.29120302200317383f, 0.07711303234100342f, -0.7033160924911499f, 0.6652182340621948f, 0.03009819984436035f, -0.774704098701477f, -0.020380020141601562f, 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2017 // int -> BOOL8 map
2018 .bool8Operands = {},
2019 // int -> QUANT8_SYMM_PER_CHANNEL map
2020 .quant8ChannelOperands = {},
2021 // int -> QUANT16_ASYMM map
2022 .quant16AsymmOperands = {},
2023 // int -> QUANT8_SYMM map
2024 .quant8SymmOperands = {},
2025 },
2026 //Output(s)
2027 { // See tools/test_generator/include/TestHarness.h:MixedTyped
2028 // int -> Dimensions map
2029 .operandDimensions = {{0, {2, 16, 16}}, {1, {2, 16, 16}}},
2030 // int -> FLOAT32 map
2031 .float32Operands = {},
2032 // int -> INT32 map
2033 .int32Operands = {},
2034 // int -> QUANT8_ASYMM map
2035 .quant8AsymmOperands = {},
2036 // int -> QUANT16_SYMM map
2037 .quant16SymmOperands = {},
2038 // int -> FLOAT16 map
2039 .float16Operands = {{0, {0.49672600626945496f, 0.0f, 0.9659960269927979f, 0.0f, 0.05842540040612221f, 0.0f, 0.0f, 0.12314999848604202f, 0.0f, 0.0f, 0.6122660040855408f, 0.45660099387168884f, 0.0f, 0.5228599905967712f, 1.1609899997711182f, 0.029123200103640556f, 0.0f, 0.0f, 0.5249009728431702f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0211600065231323f, 0.0f, 1.3576200008392334f, 0.0f, 0.35690900683403015f, 0.4364149868488312f, 0.03557270020246506f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.26233500242233276f, 0.0f, 0.0f, 0.0f, 1.3399200439453125f, 0.0f, 2.973900079727173f, 0.0f, 0.0f, 1.3191399574279785f, 2.6614699363708496f, 0.0f, 0.0f, 0.9425680041313171f, 0.0f, 0.0f, 0.0f, 0.02550699934363365f, 0.0f, 0.0f, 0.0f, 0.3214290142059326f, 0.5691409707069397f, 1.2527400255203247f, 1.5771900415420532f, 0.8158000111579895f, 1.2180500030517578f, 0.5862389802932739f, 0.2542699873447418f, 1.0443600416183472f, 0.0f, 0.6307250261306763f, 0.0f, 0.13380099833011627f, 0.21069300174713135f, 0.3630259931087494f, 0.0f, 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2040 // int -> BOOL8 map
2041 .bool8Operands = {},
2042 // int -> QUANT8_SYMM_PER_CHANNEL map
2043 .quant8ChannelOperands = {},
2044 // int -> QUANT16_ASYMM map
2045 .quant16AsymmOperands = {},
2046 // int -> QUANT8_SYMM map
2047 .quant8SymmOperands = {},
2048 }
2049 },
2050 }, // End of an example
2051 };
2052 return examples_blackbox_regular_and_aux_input_dynamic_output_shape_float16;
2053 };
2054
2055