runtime/test/generated/examples/grouped_conv2d.example.cpp - platform/packages/modules/NeuralNetworks - Git at Google

 // clang-format off
 // Generated file (from: grouped_conv2d.mod.py). Do not edit
 std::vector<MixedTypedExample> examples_nhwc_none = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {33.0f, -0.5f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, -9.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_none_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f, 3.0f, 3.0f}}, {1, {1.0f, 2.0f, 2.0f, 1.0f, 4.0f, 3.0f, 2.0f, 1.0f}}, {2, {10.0f, -33.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {33.0f, -0.5f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, -9.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_none_relaxed = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {33.0f, -0.5f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, -9.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_none_relaxed_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f, 3.0f, 3.0f}}, {1, {1.0f, 2.0f, 2.0f, 1.0f, 4.0f, 3.0f, 2.0f, 1.0f}}, {2, {10.0f, -33.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {33.0f, -0.5f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, -9.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_none_quant8 = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {146, 79, 146, 95, 142, 89, 134, 61}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_none_quant8_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {{2, {160, -536}}},
   // int -> QUANT8_ASYMM map
   {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}, {1, {132, 136, 136, 132, 144, 140, 136, 132}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {146, 79, 146, 95, 142, 89, 134, 61}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {33.0f, 0.0f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, 0.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f, 3.0f, 3.0f}}, {1, {1.0f, 2.0f, 2.0f, 1.0f, 4.0f, 3.0f, 2.0f, 1.0f}}, {2, {10.0f, -33.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {33.0f, 0.0f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, 0.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu_relaxed = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {33.0f, 0.0f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, 0.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu_relaxed_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f, 3.0f, 3.0f}}, {1, {1.0f, 2.0f, 2.0f, 1.0f, 4.0f, 3.0f, 2.0f, 1.0f}}, {2, {10.0f, -33.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {33.0f, 0.0f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, 0.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu_quant8 = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {146, 80, 146, 95, 142, 89, 134, 80}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu_quant8_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {{2, {160, -536}}},
   // int -> QUANT8_ASYMM map
   {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}, {1, {132, 136, 136, 132, 144, 140, 136, 132}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {146, 80, 146, 95, 142, 89, 134, 80}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu1 = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, -0.5f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, -1.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu1_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f, 3.0f, 3.0f}}, {1, {1.0f, 2.0f, 2.0f, 1.0f, 4.0f, 3.0f, 2.0f, 1.0f}}, {2, {10.0f, -33.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, -0.5f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, -1.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu1_relaxed = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, -0.5f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, -1.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu1_relaxed_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f, 3.0f, 3.0f}}, {1, {1.0f, 2.0f, 2.0f, 1.0f, 4.0f, 3.0f, 2.0f, 1.0f}}, {2, {10.0f, -33.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, -0.5f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, -1.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu1_quant8 = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {82, 79, 82, 82, 82, 82, 82, 78}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu1_quant8_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {{2, {160, -536}}},
   // int -> QUANT8_ASYMM map
   {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}, {1, {132, 136, 136, 132, 144, 140, 136, 132}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {82, 79, 82, 82, 82, 82, 82, 78}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu6 = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {6.0f, 0.0f, 6.0f, 6.0f, 6.0f, 4.5f, 6.0f, 0.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu6_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f, 3.0f, 3.0f}}, {1, {1.0f, 2.0f, 2.0f, 1.0f, 4.0f, 3.0f, 2.0f, 1.0f}}, {2, {10.0f, -33.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {6.0f, 0.0f, 6.0f, 6.0f, 6.0f, 4.5f, 6.0f, 0.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu6_relaxed = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {6.0f, 0.0f, 6.0f, 6.0f, 6.0f, 4.5f, 6.0f, 0.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu6_relaxed_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 6.0f, 5.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f, 3.0f, 3.0f}}, {1, {1.0f, 2.0f, 2.0f, 1.0f, 4.0f, 3.0f, 2.0f, 1.0f}}, {2, {10.0f, -33.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {6.0f, 0.0f, 6.0f, 6.0f, 6.0f, 4.5f, 6.0f, 0.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu6_quant8 = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {92, 80, 92, 92, 92, 89, 92, 80}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nhwc_relu6_quant8_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {{2, {160, -536}}},
   // int -> QUANT8_ASYMM map
   {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}, {1, {132, 136, 136, 132, 144, 140, 136, 132}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {92, 80, 92, 92, 92, 89, 92, 80}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_none = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 5.0f, 6.0f, 4.0f, 2.0f, 2.0f, 3.0f, 3.0f, 2.0f, 4.0f, 6.0f, 5.0f, 3.0f, 1.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {33.0f, 33.0f, 31.0f, 27.0f, -0.5f, 7.5f, 4.5f, -9.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_none_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 5.0f, 6.0f, 4.0f, 2.0f, 2.0f, 3.0f, 3.0f, 2.0f, 4.0f, 6.0f, 5.0f, 3.0f, 1.0f, 3.0f, 3.0f, 3.0f}}, {1, {1.0f, 2.0f, 2.0f, 1.0f, 4.0f, 3.0f, 2.0f, 1.0f}}, {2, {10.0f, -33.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {33.0f, 33.0f, 31.0f, 27.0f, -0.5f, 7.5f, 4.5f, -9.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_none_relaxed = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 5.0f, 6.0f, 4.0f, 2.0f, 2.0f, 3.0f, 3.0f, 2.0f, 4.0f, 6.0f, 5.0f, 3.0f, 1.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {33.0f, 33.0f, 31.0f, 27.0f, -0.5f, 7.5f, 4.5f, -9.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_none_relaxed_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 5.0f, 6.0f, 4.0f, 2.0f, 2.0f, 3.0f, 3.0f, 2.0f, 4.0f, 6.0f, 5.0f, 3.0f, 1.0f, 3.0f, 3.0f, 3.0f}}, {1, {1.0f, 2.0f, 2.0f, 1.0f, 4.0f, 3.0f, 2.0f, 1.0f}}, {2, {10.0f, -33.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {33.0f, 33.0f, 31.0f, 27.0f, -0.5f, 7.5f, 4.5f, -9.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_none_quant8 = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {146, 146, 142, 134, 79, 95, 89, 61}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_none_quant8_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {{2, {160, -536}}},
   // int -> QUANT8_ASYMM map
   {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}, {1, {132, 136, 136, 132, 144, 140, 136, 132}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {146, 146, 142, 134, 79, 95, 89, 61}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 5.0f, 6.0f, 4.0f, 2.0f, 2.0f, 3.0f, 3.0f, 2.0f, 4.0f, 6.0f, 5.0f, 3.0f, 1.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {33.0f, 33.0f, 31.0f, 27.0f, 0.0f, 7.5f, 4.5f, 0.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 5.0f, 6.0f, 4.0f, 2.0f, 2.0f, 3.0f, 3.0f, 2.0f, 4.0f, 6.0f, 5.0f, 3.0f, 1.0f, 3.0f, 3.0f, 3.0f}}, {1, {1.0f, 2.0f, 2.0f, 1.0f, 4.0f, 3.0f, 2.0f, 1.0f}}, {2, {10.0f, -33.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {33.0f, 33.0f, 31.0f, 27.0f, 0.0f, 7.5f, 4.5f, 0.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu_relaxed = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 5.0f, 6.0f, 4.0f, 2.0f, 2.0f, 3.0f, 3.0f, 2.0f, 4.0f, 6.0f, 5.0f, 3.0f, 1.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {33.0f, 33.0f, 31.0f, 27.0f, 0.0f, 7.5f, 4.5f, 0.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu_relaxed_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 5.0f, 6.0f, 4.0f, 2.0f, 2.0f, 3.0f, 3.0f, 2.0f, 4.0f, 6.0f, 5.0f, 3.0f, 1.0f, 3.0f, 3.0f, 3.0f}}, {1, {1.0f, 2.0f, 2.0f, 1.0f, 4.0f, 3.0f, 2.0f, 1.0f}}, {2, {10.0f, -33.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {33.0f, 33.0f, 31.0f, 27.0f, 0.0f, 7.5f, 4.5f, 0.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu_quant8 = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {146, 146, 142, 134, 80, 95, 89, 80}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu_quant8_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {{2, {160, -536}}},
   // int -> QUANT8_ASYMM map
   {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}, {1, {132, 136, 136, 132, 144, 140, 136, 132}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {146, 146, 142, 134, 80, 95, 89, 80}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu1 = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 5.0f, 6.0f, 4.0f, 2.0f, 2.0f, 3.0f, 3.0f, 2.0f, 4.0f, 6.0f, 5.0f, 3.0f, 1.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 1.0f, 1.0f, 1.0f, -0.5f, 1.0f, 1.0f, -1.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu1_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 5.0f, 6.0f, 4.0f, 2.0f, 2.0f, 3.0f, 3.0f, 2.0f, 4.0f, 6.0f, 5.0f, 3.0f, 1.0f, 3.0f, 3.0f, 3.0f}}, {1, {1.0f, 2.0f, 2.0f, 1.0f, 4.0f, 3.0f, 2.0f, 1.0f}}, {2, {10.0f, -33.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 1.0f, 1.0f, 1.0f, -0.5f, 1.0f, 1.0f, -1.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu1_relaxed = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 5.0f, 6.0f, 4.0f, 2.0f, 2.0f, 3.0f, 3.0f, 2.0f, 4.0f, 6.0f, 5.0f, 3.0f, 1.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 1.0f, 1.0f, 1.0f, -0.5f, 1.0f, 1.0f, -1.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu1_relaxed_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 5.0f, 6.0f, 4.0f, 2.0f, 2.0f, 3.0f, 3.0f, 2.0f, 4.0f, 6.0f, 5.0f, 3.0f, 1.0f, 3.0f, 3.0f, 3.0f}}, {1, {1.0f, 2.0f, 2.0f, 1.0f, 4.0f, 3.0f, 2.0f, 1.0f}}, {2, {10.0f, -33.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 1.0f, 1.0f, 1.0f, -0.5f, 1.0f, 1.0f, -1.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu1_quant8 = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {82, 82, 82, 82, 79, 82, 82, 78}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu1_quant8_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {{2, {160, -536}}},
   // int -> QUANT8_ASYMM map
   {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}, {1, {132, 136, 136, 132, 144, 140, 136, 132}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {82, 82, 82, 82, 79, 82, 82, 78}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu6 = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 5.0f, 6.0f, 4.0f, 2.0f, 2.0f, 3.0f, 3.0f, 2.0f, 4.0f, 6.0f, 5.0f, 3.0f, 1.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {6.0f, 6.0f, 6.0f, 6.0f, 0.0f, 6.0f, 4.5f, 0.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu6_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 5.0f, 6.0f, 4.0f, 2.0f, 2.0f, 3.0f, 3.0f, 2.0f, 4.0f, 6.0f, 5.0f, 3.0f, 1.0f, 3.0f, 3.0f, 3.0f}}, {1, {1.0f, 2.0f, 2.0f, 1.0f, 4.0f, 3.0f, 2.0f, 1.0f}}, {2, {10.0f, -33.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {6.0f, 6.0f, 6.0f, 6.0f, 0.0f, 6.0f, 4.5f, 0.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu6_relaxed = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 5.0f, 6.0f, 4.0f, 2.0f, 2.0f, 3.0f, 3.0f, 2.0f, 4.0f, 6.0f, 5.0f, 3.0f, 1.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {6.0f, 6.0f, 6.0f, 6.0f, 0.0f, 6.0f, 4.5f, 0.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu6_relaxed_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 5.0f, 6.0f, 4.0f, 2.0f, 2.0f, 3.0f, 3.0f, 2.0f, 4.0f, 6.0f, 5.0f, 3.0f, 1.0f, 3.0f, 3.0f, 3.0f}}, {1, {1.0f, 2.0f, 2.0f, 1.0f, 4.0f, 3.0f, 2.0f, 1.0f}}, {2, {10.0f, -33.5f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {6.0f, 6.0f, 6.0f, 6.0f, 0.0f, 6.0f, 4.5f, 0.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu6_quant8 = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {92, 92, 92, 92, 80, 92, 89, 80}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_nchw_relu6_quant8_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {{2, {160, -536}}},
   // int -> QUANT8_ASYMM map
   {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}, {1, {132, 136, 136, 132, 144, 140, 136, 132}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {92, 92, 92, 92, 80, 92, 89, 80}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_large_nhwc = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {567.0f, -873.0f, 1480.0f, -160.0f, 608.0f, -840.0f, 1370.0f, -10.0f, 543.0f, -907.0f, 760.0f, -310.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_large_nhwc_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f}}, {1, {100.0f, 20.0f, 1.0f, 200.0f, 10.0f, 2.0f, 200.0f, 30.0f, 1.0f, 100.0f, 20.0f, 3.0f}}, {2, {500.0f, -1000.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {567.0f, -873.0f, 1480.0f, -160.0f, 608.0f, -840.0f, 1370.0f, -10.0f, 543.0f, -907.0f, 760.0f, -310.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_large_nhwc_relaxed = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {567.0f, -873.0f, 1480.0f, -160.0f, 608.0f, -840.0f, 1370.0f, -10.0f, 543.0f, -907.0f, 760.0f, -310.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_large_nhwc_relaxed_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 4.0f, 3.0f, 2.0f, 1.0f, 2.0f, 3.0f, 3.0f, 3.0f}}, {1, {100.0f, 20.0f, 1.0f, 200.0f, 10.0f, 2.0f, 200.0f, 30.0f, 1.0f, 100.0f, 20.0f, 3.0f}}, {2, {500.0f, -1000.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {567.0f, -873.0f, 1480.0f, -160.0f, 608.0f, -840.0f, 1370.0f, -10.0f, 543.0f, -907.0f, 760.0f, -310.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_large_nhwc_quant8 = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {132, 136, 140, 144, 144, 140, 136, 132, 136, 140, 140, 140}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {157, 13, 248, 84, 161, 16, 237, 99, 154, 9, 176, 69}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_large_nhwc_quant8_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {{2, {2000, -4000}}},
   // int -> QUANT8_ASYMM map
   {{0, {132, 136, 140, 144, 144, 140, 136, 132, 136, 140, 140, 140}}, {1, {100, 20, 1, 200, 10, 2, 200, 30, 1, 100, 20, 3}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {157, 13, 248, 84, 161, 16, 237, 99, 154, 9, 176, 69}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_large_nchw = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 4.0f, 2.0f, 2.0f, 3.0f, 2.0f, 4.0f, 3.0f, 1.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {567.0f, 1480.0f, 608.0f, 1370.0f, 543.0f, 760.0f, -873.0f, -160.0f, -840.0f, -10.0f, -907.0f, -310.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_large_nchw_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 4.0f, 2.0f, 2.0f, 3.0f, 2.0f, 4.0f, 3.0f, 1.0f, 3.0f, 3.0f}}, {1, {100.0f, 20.0f, 1.0f, 200.0f, 10.0f, 2.0f, 200.0f, 30.0f, 1.0f, 100.0f, 20.0f, 3.0f}}, {2, {500.0f, -1000.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {567.0f, 1480.0f, 608.0f, 1370.0f, 543.0f, 760.0f, -873.0f, -160.0f, -840.0f, -10.0f, -907.0f, -310.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_large_nchw_relaxed = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 4.0f, 2.0f, 2.0f, 3.0f, 2.0f, 4.0f, 3.0f, 1.0f, 3.0f, 3.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {567.0f, 1480.0f, 608.0f, 1370.0f, 543.0f, 760.0f, -873.0f, -160.0f, -840.0f, -10.0f, -907.0f, -310.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_large_nchw_relaxed_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 3.0f, 4.0f, 2.0f, 2.0f, 3.0f, 2.0f, 4.0f, 3.0f, 1.0f, 3.0f, 3.0f}}, {1, {100.0f, 20.0f, 1.0f, 200.0f, 10.0f, 2.0f, 200.0f, 30.0f, 1.0f, 100.0f, 20.0f, 3.0f}}, {2, {500.0f, -1000.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {567.0f, 1480.0f, 608.0f, 1370.0f, 543.0f, 760.0f, -873.0f, -160.0f, -840.0f, -10.0f, -907.0f, -310.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_large_nchw_quant8 = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {132, 140, 144, 136, 136, 140, 136, 144, 140, 132, 140, 140}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {157, 248, 161, 237, 154, 176, 13, 84, 16, 99, 9, 69}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_large_nchw_quant8_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {{2, {2000, -4000}}},
   // int -> QUANT8_ASYMM map
   {{0, {132, 140, 144, 136, 136, 140, 136, 144, 140, 132, 140, 140}}, {1, {100, 20, 1, 200, 10, 2, 200, 30, 1, 100, 20, 3}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {157, 248, 161, 237, 154, 176, 13, 84, 16, 99, 9, 69}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_channel_nhwc = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 55.0f, 4.0f, 3.0f, 2.0f, 1.0f, 5.0f, 4.0f, 3.0f, 2.0f, 11.0f, 2.0f, 3.0f, 4.0f, 5.0f, 2.0f, 3.0f, 2.0f, 3.0f, 22.0f, 3.0f, 2.0f, 3.0f, 2.0f, 1.0f, 0.0f, 2.0f, 1.0f, 33.0f, 1.0f, 2.0f, 0.0f, 1.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {24.0f, -16.0f, 215.0f, 338.0f, 98.0f, -51.0f, 32.0f, -6.0f, 73.0f, 50.0f, 134.0f, -45.0f, 24.0f, -13.0f, 111.0f, 128.0f, 102.0f, -51.0f, 17.0f, -18.0f, 134.0f, 170.0f, 73.0f, -55.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_channel_nhwc_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 55.0f, 4.0f, 3.0f, 2.0f, 1.0f, 5.0f, 4.0f, 3.0f, 2.0f, 11.0f, 2.0f, 3.0f, 4.0f, 5.0f, 2.0f, 3.0f, 2.0f, 3.0f, 22.0f, 3.0f, 2.0f, 3.0f, 2.0f, 1.0f, 0.0f, 2.0f, 1.0f, 33.0f, 1.0f, 2.0f, 0.0f, 1.0f}}, {1, {1.0f, 2.0f, 3.0f, 2.0f, 1.0f, 0.0f, 2.0f, 3.0f, 3.0f, 6.0f, 6.0f, 6.0f, 9.0f, 8.0f, 5.0f, 2.0f, 1.0f, 1.0f}}, {2, {10.0f, -20.0f, 30.0f, -40.0f, 50.0f, -60.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {24.0f, -16.0f, 215.0f, 338.0f, 98.0f, -51.0f, 32.0f, -6.0f, 73.0f, 50.0f, 134.0f, -45.0f, 24.0f, -13.0f, 111.0f, 128.0f, 102.0f, -51.0f, 17.0f, -18.0f, 134.0f, 170.0f, 73.0f, -55.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_channel_nhwc_relaxed = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 55.0f, 4.0f, 3.0f, 2.0f, 1.0f, 5.0f, 4.0f, 3.0f, 2.0f, 11.0f, 2.0f, 3.0f, 4.0f, 5.0f, 2.0f, 3.0f, 2.0f, 3.0f, 22.0f, 3.0f, 2.0f, 3.0f, 2.0f, 1.0f, 0.0f, 2.0f, 1.0f, 33.0f, 1.0f, 2.0f, 0.0f, 1.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {24.0f, -16.0f, 215.0f, 338.0f, 98.0f, -51.0f, 32.0f, -6.0f, 73.0f, 50.0f, 134.0f, -45.0f, 24.0f, -13.0f, 111.0f, 128.0f, 102.0f, -51.0f, 17.0f, -18.0f, 134.0f, 170.0f, 73.0f, -55.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_channel_nhwc_relaxed_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 2.0f, 3.0f, 4.0f, 55.0f, 4.0f, 3.0f, 2.0f, 1.0f, 5.0f, 4.0f, 3.0f, 2.0f, 11.0f, 2.0f, 3.0f, 4.0f, 5.0f, 2.0f, 3.0f, 2.0f, 3.0f, 22.0f, 3.0f, 2.0f, 3.0f, 2.0f, 1.0f, 0.0f, 2.0f, 1.0f, 33.0f, 1.0f, 2.0f, 0.0f, 1.0f}}, {1, {1.0f, 2.0f, 3.0f, 2.0f, 1.0f, 0.0f, 2.0f, 3.0f, 3.0f, 6.0f, 6.0f, 6.0f, 9.0f, 8.0f, 5.0f, 2.0f, 1.0f, 1.0f}}, {2, {10.0f, -20.0f, 30.0f, -40.0f, 50.0f, -60.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {24.0f, -16.0f, 215.0f, 338.0f, 98.0f, -51.0f, 32.0f, -6.0f, 73.0f, 50.0f, 134.0f, -45.0f, 24.0f, -13.0f, 111.0f, 128.0f, 102.0f, -51.0f, 17.0f, -18.0f, 134.0f, 170.0f, 73.0f, -55.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_channel_nhwc_quant8 = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {2, 4, 6, 8, 110, 8, 6, 4, 2, 10, 8, 6, 4, 22, 4, 6, 8, 10, 4, 6, 4, 6, 44, 6, 4, 6, 4, 2, 0, 4, 2, 66, 2, 4, 0, 2}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {72, 52, 168, 229, 109, 34, 76, 57, 96, 85, 127, 38, 72, 54, 116, 124, 111, 34, 68, 51, 127, 145, 96, 32}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_channel_nhwc_quant8_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {{2, {80, -160, 240, -320, 400, -480}}},
   // int -> QUANT8_ASYMM map
   {{0, {2, 4, 6, 8, 110, 8, 6, 4, 2, 10, 8, 6, 4, 22, 4, 6, 8, 10, 4, 6, 4, 6, 44, 6, 4, 6, 4, 2, 0, 4, 2, 66, 2, 4, 0, 2}}, {1, {4, 8, 12, 8, 4, 0, 8, 12, 12, 24, 24, 24, 36, 32, 20, 8, 4, 4}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {72, 52, 168, 229, 109, 34, 76, 57, 96, 85, 127, 38, 72, 54, 116, 124, 111, 34, 68, 51, 127, 145, 96, 32}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_channel_nchw = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 5.0f, 2.0f, 1.0f, 2.0f, 4.0f, 3.0f, 0.0f, 3.0f, 3.0f, 2.0f, 2.0f, 4.0f, 2.0f, 3.0f, 1.0f, 55.0f, 11.0f, 22.0f, 33.0f, 4.0f, 2.0f, 3.0f, 1.0f, 3.0f, 3.0f, 2.0f, 2.0f, 2.0f, 4.0f, 3.0f, 0.0f, 1.0f, 5.0f, 2.0f, 1.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {24.0f, 32.0f, 24.0f, 17.0f, -16.0f, -6.0f, -13.0f, -18.0f, 215.0f, 73.0f, 111.0f, 134.0f, 338.0f, 50.0f, 128.0f, 170.0f, 98.0f, 134.0f, 102.0f, 73.0f, -51.0f, -45.0f, -51.0f, -55.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_channel_nchw_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 5.0f, 2.0f, 1.0f, 2.0f, 4.0f, 3.0f, 0.0f, 3.0f, 3.0f, 2.0f, 2.0f, 4.0f, 2.0f, 3.0f, 1.0f, 55.0f, 11.0f, 22.0f, 33.0f, 4.0f, 2.0f, 3.0f, 1.0f, 3.0f, 3.0f, 2.0f, 2.0f, 2.0f, 4.0f, 3.0f, 0.0f, 1.0f, 5.0f, 2.0f, 1.0f}}, {1, {1.0f, 2.0f, 3.0f, 2.0f, 1.0f, 0.0f, 2.0f, 3.0f, 3.0f, 6.0f, 6.0f, 6.0f, 9.0f, 8.0f, 5.0f, 2.0f, 1.0f, 1.0f}}, {2, {10.0f, -20.0f, 30.0f, -40.0f, 50.0f, -60.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {24.0f, 32.0f, 24.0f, 17.0f, -16.0f, -6.0f, -13.0f, -18.0f, 215.0f, 73.0f, 111.0f, 134.0f, 338.0f, 50.0f, 128.0f, 170.0f, 98.0f, 134.0f, 102.0f, 73.0f, -51.0f, -45.0f, -51.0f, -55.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_channel_nchw_relaxed = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 5.0f, 2.0f, 1.0f, 2.0f, 4.0f, 3.0f, 0.0f, 3.0f, 3.0f, 2.0f, 2.0f, 4.0f, 2.0f, 3.0f, 1.0f, 55.0f, 11.0f, 22.0f, 33.0f, 4.0f, 2.0f, 3.0f, 1.0f, 3.0f, 3.0f, 2.0f, 2.0f, 2.0f, 4.0f, 3.0f, 0.0f, 1.0f, 5.0f, 2.0f, 1.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {24.0f, 32.0f, 24.0f, 17.0f, -16.0f, -6.0f, -13.0f, -18.0f, 215.0f, 73.0f, 111.0f, 134.0f, 338.0f, 50.0f, 128.0f, 170.0f, 98.0f, 134.0f, 102.0f, 73.0f, -51.0f, -45.0f, -51.0f, -55.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_channel_nchw_relaxed_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {1.0f, 5.0f, 2.0f, 1.0f, 2.0f, 4.0f, 3.0f, 0.0f, 3.0f, 3.0f, 2.0f, 2.0f, 4.0f, 2.0f, 3.0f, 1.0f, 55.0f, 11.0f, 22.0f, 33.0f, 4.0f, 2.0f, 3.0f, 1.0f, 3.0f, 3.0f, 2.0f, 2.0f, 2.0f, 4.0f, 3.0f, 0.0f, 1.0f, 5.0f, 2.0f, 1.0f}}, {1, {1.0f, 2.0f, 3.0f, 2.0f, 1.0f, 0.0f, 2.0f, 3.0f, 3.0f, 6.0f, 6.0f, 6.0f, 9.0f, 8.0f, 5.0f, 2.0f, 1.0f, 1.0f}}, {2, {10.0f, -20.0f, 30.0f, -40.0f, 50.0f, -60.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {{0, {24.0f, 32.0f, 24.0f, 17.0f, -16.0f, -6.0f, -13.0f, -18.0f, 215.0f, 73.0f, 111.0f, 134.0f, 338.0f, 50.0f, 128.0f, 170.0f, 98.0f, 134.0f, 102.0f, 73.0f, -51.0f, -45.0f, -51.0f, -55.0f}}},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_channel_nchw_quant8 = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {2, 10, 4, 2, 4, 8, 6, 0, 6, 6, 4, 4, 8, 4, 6, 2, 110, 22, 44, 66, 8, 4, 6, 2, 6, 6, 4, 4, 4, 8, 6, 0, 2, 10, 4, 2}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {72, 76, 72, 68, 52, 57, 54, 51, 168, 96, 116, 127, 229, 85, 124, 145, 109, 127, 111, 96, 34, 38, 34, 32}}}
 }
 }, // End of an example
 };

 std::vector<MixedTypedExample> examples_channel_nchw_quant8_weight_as_input = {
 // Begin of an example
 {
 //Input(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {{2, {80, -160, 240, -320, 400, -480}}},
   // int -> QUANT8_ASYMM map
   {{0, {2, 10, 4, 2, 4, 8, 6, 0, 6, 6, 4, 4, 8, 4, 6, 2, 110, 22, 44, 66, 8, 4, 6, 2, 6, 6, 4, 4, 4, 8, 6, 0, 2, 10, 4, 2}}, {1, {4, 8, 12, 8, 4, 0, 8, 12, 12, 24, 24, 24, 36, 32, 20, 8, 4, 4}}}
 },
 //Output(s)
 { // See tools/test_generator/include/TestHarness.h:MixedTyped
   // int -> FLOAT32 map
   {},
   // int -> INT32 map
   {},
   // int -> QUANT8_ASYMM map
   {{0, {72, 76, 72, 68, 52, 57, 54, 51, 168, 96, 116, 127, 229, 85, 124, 145, 109, 127, 111, 96, 34, 38, 34, 32}}}
 }
 }, // End of an example
 };