// clang-format off
// Generated file (from: conv2d_per_channel.mod.py). Do not edit
std::vector<MixedTypedExample>& get_examples() {
static std::vector<MixedTypedExample> examples = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 1, 2}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {138, 138, 138, 138, 138, 138}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
},
//Output(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 1, 3}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {137, 141, 145, 137, 141, 145, 137, 141, 145}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
}
},
}, // End of an example
};
return examples;
};

std::vector<MixedTypedExample>& get_examples_weight_as_input() {
static std::vector<MixedTypedExample> examples_weight_as_input = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 1, 2}}, {1, {3, 1, 1, 2}}, {2, {3}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {{2, {4, 4, 4}}},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {138, 138, 138, 138, 138, 138}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {{1, {1, 2, 1, 2, 1, 2}}},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
},
//Output(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 1, 3}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {137, 141, 145, 137, 141, 145, 137, 141, 145}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
}
},
}, // End of an example
};
return examples_weight_as_input;
};

std::vector<MixedTypedExample>& get_examples_dynamic_output_shape() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 1, 2}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {138, 138, 138, 138, 138, 138}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
},
//Output(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 1, 3}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {137, 141, 145, 137, 141, 145, 137, 141, 145}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
}
},
}, // End of an example
};
return examples_dynamic_output_shape;
};

std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_weight_as_input = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 1, 2}}, {1, {3, 1, 1, 2}}, {2, {3}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {{2, {4, 4, 4}}},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {138, 138, 138, 138, 138, 138}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {{1, {1, 2, 1, 2, 1, 2}}},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
},
//Output(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 1, 3}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {137, 141, 145, 137, 141, 145, 137, 141, 145}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
}
},
}, // End of an example
};
return examples_dynamic_output_shape_weight_as_input;
};

std::vector<MixedTypedExample>& get_examples_layouts_nhwc() {
static std::vector<MixedTypedExample> examples_layouts_nhwc = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 1, 2}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {138, 108, 138, 108, 138, 108}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
},
//Output(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 1, 3}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {121, 118, 115, 121, 118, 115, 121, 118, 115}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
}
},
}, // End of an example
};
return examples_layouts_nhwc;
};

std::vector<MixedTypedExample>& get_examples_layouts_nhwc_weight_as_input() {
static std::vector<MixedTypedExample> examples_layouts_nhwc_weight_as_input = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 1, 2}}, {1, {3, 1, 1, 2}}, {2, {3}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {{2, {4, 4, 4}}},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {138, 108, 138, 108, 138, 108}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {{1, {1, 2, 1, 2, 1, 2}}},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
},
//Output(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 1, 3}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {121, 118, 115, 121, 118, 115, 121, 118, 115}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
}
},
}, // End of an example
};
return examples_layouts_nhwc_weight_as_input;
};

std::vector<MixedTypedExample>& get_examples_layouts_nchw() {
static std::vector<MixedTypedExample> examples_layouts_nchw = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 2, 3, 1}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {138, 138, 138, 108, 108, 108}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
},
//Output(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 3, 1}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {121, 121, 121, 118, 118, 118, 115, 115, 115}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
}
},
}, // End of an example
};
return examples_layouts_nchw;
};

std::vector<MixedTypedExample>& get_examples_layouts_nchw_weight_as_input() {
static std::vector<MixedTypedExample> examples_layouts_nchw_weight_as_input = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 2, 3, 1}}, {1, {3, 1, 1, 2}}, {2, {3}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {{2, {4, 4, 4}}},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {138, 138, 138, 108, 108, 108}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {{1, {1, 2, 1, 2, 1, 2}}},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
},
//Output(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 3, 1}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {121, 121, 121, 118, 118, 118, 115, 115, 115}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
}
},
}, // End of an example
};
return examples_layouts_nchw_weight_as_input;
};

std::vector<MixedTypedExample>& get_examples_layouts_dynamic_output_shape_nhwc() {
static std::vector<MixedTypedExample> examples_layouts_dynamic_output_shape_nhwc = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 1, 2}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {138, 108, 138, 108, 138, 108}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
},
//Output(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 1, 3}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {121, 118, 115, 121, 118, 115, 121, 118, 115}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
}
},
}, // End of an example
};
return examples_layouts_dynamic_output_shape_nhwc;
};

std::vector<MixedTypedExample>& get_examples_layouts_dynamic_output_shape_nhwc_weight_as_input() {
static std::vector<MixedTypedExample> examples_layouts_dynamic_output_shape_nhwc_weight_as_input = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 1, 2}}, {1, {3, 1, 1, 2}}, {2, {3}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {{2, {4, 4, 4}}},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {138, 108, 138, 108, 138, 108}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {{1, {1, 2, 1, 2, 1, 2}}},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
},
//Output(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 1, 3}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {121, 118, 115, 121, 118, 115, 121, 118, 115}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
}
},
}, // End of an example
};
return examples_layouts_dynamic_output_shape_nhwc_weight_as_input;
};

std::vector<MixedTypedExample>& get_examples_layouts_dynamic_output_shape_nchw() {
static std::vector<MixedTypedExample> examples_layouts_dynamic_output_shape_nchw = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 2, 3, 1}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {138, 138, 138, 108, 108, 108}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
},
//Output(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 3, 1}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {121, 121, 121, 118, 118, 118, 115, 115, 115}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
}
},
}, // End of an example
};
return examples_layouts_dynamic_output_shape_nchw;
};

std::vector<MixedTypedExample>& get_examples_layouts_dynamic_output_shape_nchw_weight_as_input() {
static std::vector<MixedTypedExample> examples_layouts_dynamic_output_shape_nchw_weight_as_input = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 2, 3, 1}}, {1, {3, 1, 1, 2}}, {2, {3}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {{2, {4, 4, 4}}},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {138, 138, 138, 108, 108, 108}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {{1, {1, 2, 1, 2, 1, 2}}},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
},
//Output(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 3, 3, 1}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {121, 121, 121, 118, 118, 118, 115, 115, 115}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
}
},
}, // End of an example
};
return examples_layouts_dynamic_output_shape_nchw_weight_as_input;
};

std::vector<MixedTypedExample>& get_examples_zero_sized_nhwc() {
static std::vector<MixedTypedExample> examples_zero_sized_nhwc = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 1, 1, 2}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {130, 130}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
},
//Output(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {0}}, {1, {0}}, {2, {0, 2, 2, 3}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {{1, {0}}},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {0}}, {2, {0}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
}
},
}, // End of an example
};
return examples_zero_sized_nhwc;
};

std::vector<MixedTypedExample>& get_examples_zero_sized_nchw() {
static std::vector<MixedTypedExample> examples_zero_sized_nchw = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 2, 1, 1}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {130, 130}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
},
//Output(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {0}}, {1, {0}}, {2, {0, 3, 2, 2}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {{1, {0}}},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {0}}, {2, {0}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
}
},
}, // End of an example
};
return examples_zero_sized_nchw;
};

std::vector<MixedTypedExample>& get_examples_zero_sized_dynamic_output_shape_nhwc() {
static std::vector<MixedTypedExample> examples_zero_sized_dynamic_output_shape_nhwc = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 1, 1, 2}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {130, 130}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
},
//Output(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {0}}, {1, {0}}, {2, {0, 2, 2, 3}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {{1, {0}}},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {0}}, {2, {0}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
}
},
}, // End of an example
};
return examples_zero_sized_dynamic_output_shape_nhwc;
};

std::vector<MixedTypedExample>& get_examples_zero_sized_dynamic_output_shape_nchw() {
static std::vector<MixedTypedExample> examples_zero_sized_dynamic_output_shape_nchw = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {1, 2, 1, 1}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {130, 130}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
},
//Output(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
  // int -> Dimensions map
  .operandDimensions = {{0, {0}}, {1, {0}}, {2, {0, 3, 2, 2}}},
  // int -> FLOAT32 map
  .float32Operands = {},
  // int -> INT32 map
  .int32Operands = {{1, {0}}},
  // int -> QUANT8_ASYMM map
  .quant8AsymmOperands = {{0, {0}}, {2, {0}}},
  // int -> QUANT16_SYMM map
  .quant16SymmOperands = {},
  // int -> FLOAT16 map
  .float16Operands = {},
  // int -> BOOL8 map
  .bool8Operands = {},
  // int -> QUANT8_SYMM_PER_CHANNEL map
  .quant8ChannelOperands = {},
  // int -> QUANT16_ASYMM map
  .quant16AsymmOperands = {},
  // int -> QUANT8_SYMM map
  .quant8SymmOperands = {},
}
},
}, // End of an example
};
return examples_zero_sized_dynamic_output_shape_nchw;
};