C++程序
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537.91 KB
// clang-format off
// Generated file (from: grouped_conv2d.mod.py). Do not edit
std::vector<MixedTypedExample>& get_examples_nhwc_none() {
static std::vector<MixedTypedExample> examples_nhwc_none = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, -0.5f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, -9.5f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_none;
};
std::vector<MixedTypedExample>& get_examples_nhwc_none_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_none_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, -0.5f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, -9.5f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_none_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_none_relaxed() {
static std::vector<MixedTypedExample> examples_nhwc_none_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, -0.5f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, -9.5f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_none_relaxed;
};
std::vector<MixedTypedExample>& get_examples_nhwc_none_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_none_relaxed_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, -0.5f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, -9.5f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_none_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_none_quant8() {
static std::vector<MixedTypedExample> examples_nhwc_none_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 79, 146, 95, 142, 89, 134, 61}}},
// 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_nhwc_none_quant8;
};
std::vector<MixedTypedExample>& get_examples_nhwc_none_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_none_quant8_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 79, 146, 95, 142, 89, 134, 61}}},
// 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_nhwc_none_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_none_quant8_2() {
static std::vector<MixedTypedExample> examples_nhwc_none_quant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 70, 255, 230, 255, 170, 255, 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_nhwc_none_quant8_2;
};
std::vector<MixedTypedExample>& get_examples_nhwc_none_quant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_nhwc_none_quant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 70, 255, 230, 255, 170, 255, 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_nhwc_none_quant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_nhwc_none_channelQuant8() {
static std::vector<MixedTypedExample> examples_nhwc_none_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 79, 146, 95, 142, 89, 134, 61}}},
// 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_nhwc_none_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_nhwc_none_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_none_channelQuant8_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 79, 146, 95, 142, 89, 134, 61}}},
// 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_nhwc_none_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_none_channelQuant8_2() {
static std::vector<MixedTypedExample> examples_nhwc_none_channelQuant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 75, 255, 155, 255, 125, 255, 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_nhwc_none_channelQuant8_2;
};
std::vector<MixedTypedExample>& get_examples_nhwc_none_channelQuant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_nhwc_none_channelQuant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 75, 255, 155, 255, 125, 255, 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_nhwc_none_channelQuant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_nhwc_none_float16() {
static std::vector<MixedTypedExample> examples_nhwc_none_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {33.0f, -0.5f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, -9.5f}}},
// 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_nhwc_none_float16;
};
std::vector<MixedTypedExample>& get_examples_nhwc_none_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_none_float16_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {33.0f, -0.5f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, -9.5f}}},
// 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_nhwc_none_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu() {
static std::vector<MixedTypedExample> examples_nhwc_relu = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 0.0f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_relu_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 0.0f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu_relaxed() {
static std::vector<MixedTypedExample> examples_nhwc_relu_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 0.0f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu_relaxed;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_relu_relaxed_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 0.0f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu_quant8() {
static std::vector<MixedTypedExample> examples_nhwc_relu_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 80, 146, 95, 142, 89, 134, 80}}},
// 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_nhwc_relu_quant8;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_relu_quant8_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 80, 146, 95, 142, 89, 134, 80}}},
// 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_nhwc_relu_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu_quant8_2() {
static std::vector<MixedTypedExample> examples_nhwc_relu_quant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 80, 255, 230, 255, 170, 255, 80}}},
// 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_nhwc_relu_quant8_2;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu_quant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_nhwc_relu_quant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 80, 255, 230, 255, 170, 255, 80}}},
// 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_nhwc_relu_quant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu_channelQuant8() {
static std::vector<MixedTypedExample> examples_nhwc_relu_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 80, 146, 95, 142, 89, 134, 80}}},
// 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_nhwc_relu_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_relu_channelQuant8_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 80, 146, 95, 142, 89, 134, 80}}},
// 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_nhwc_relu_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu_channelQuant8_2() {
static std::vector<MixedTypedExample> examples_nhwc_relu_channelQuant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 80, 255, 155, 255, 125, 255, 80}}},
// 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_nhwc_relu_channelQuant8_2;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu_channelQuant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_nhwc_relu_channelQuant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 80, 255, 155, 255, 125, 255, 80}}},
// 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_nhwc_relu_channelQuant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu_float16() {
static std::vector<MixedTypedExample> examples_nhwc_relu_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {33.0f, 0.0f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, 0.0f}}},
// 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_nhwc_relu_float16;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_relu_float16_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {33.0f, 0.0f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, 0.0f}}},
// 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_nhwc_relu_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu1() {
static std::vector<MixedTypedExample> examples_nhwc_relu1 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {1.0f, -0.5f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, -1.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu1;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu1_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_relu1_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {1.0f, -0.5f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, -1.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu1_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu1_relaxed() {
static std::vector<MixedTypedExample> examples_nhwc_relu1_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {1.0f, -0.5f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, -1.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu1_relaxed;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu1_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_relu1_relaxed_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {1.0f, -0.5f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, -1.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu1_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu1_quant8() {
static std::vector<MixedTypedExample> examples_nhwc_relu1_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {82, 79, 82, 82, 82, 82, 82, 78}}},
// 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_nhwc_relu1_quant8;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu1_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_relu1_quant8_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {82, 79, 82, 82, 82, 82, 82, 78}}},
// 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_nhwc_relu1_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu1_quant8_2() {
static std::vector<MixedTypedExample> examples_nhwc_relu1_quant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {100, 70, 100, 100, 100, 100, 100, 60}}},
// 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_nhwc_relu1_quant8_2;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu1_quant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_nhwc_relu1_quant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {100, 70, 100, 100, 100, 100, 100, 60}}},
// 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_nhwc_relu1_quant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu1_channelQuant8() {
static std::vector<MixedTypedExample> examples_nhwc_relu1_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {82, 79, 82, 82, 82, 82, 82, 78}}},
// 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_nhwc_relu1_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu1_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_relu1_channelQuant8_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {82, 79, 82, 82, 82, 82, 82, 78}}},
// 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_nhwc_relu1_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu1_channelQuant8_2() {
static std::vector<MixedTypedExample> examples_nhwc_relu1_channelQuant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {90, 75, 90, 90, 90, 90, 90, 70}}},
// 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_nhwc_relu1_channelQuant8_2;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu1_channelQuant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_nhwc_relu1_channelQuant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {90, 75, 90, 90, 90, 90, 90, 70}}},
// 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_nhwc_relu1_channelQuant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu1_float16() {
static std::vector<MixedTypedExample> examples_nhwc_relu1_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {1.0f, -0.5f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, -1.0f}}},
// 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_nhwc_relu1_float16;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu1_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_relu1_float16_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {1.0f, -0.5f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, -1.0f}}},
// 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_nhwc_relu1_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu6() {
static std::vector<MixedTypedExample> examples_nhwc_relu6 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {6.0f, 0.0f, 6.0f, 6.0f, 6.0f, 4.5f, 6.0f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu6;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu6_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_relu6_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {6.0f, 0.0f, 6.0f, 6.0f, 6.0f, 4.5f, 6.0f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu6_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu6_relaxed() {
static std::vector<MixedTypedExample> examples_nhwc_relu6_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {6.0f, 0.0f, 6.0f, 6.0f, 6.0f, 4.5f, 6.0f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu6_relaxed;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu6_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_relu6_relaxed_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {6.0f, 0.0f, 6.0f, 6.0f, 6.0f, 4.5f, 6.0f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu6_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu6_quant8() {
static std::vector<MixedTypedExample> examples_nhwc_relu6_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {92, 80, 92, 92, 92, 89, 92, 80}}},
// 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_nhwc_relu6_quant8;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu6_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_relu6_quant8_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {92, 80, 92, 92, 92, 89, 92, 80}}},
// 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_nhwc_relu6_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu6_quant8_2() {
static std::vector<MixedTypedExample> examples_nhwc_relu6_quant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {200, 80, 200, 200, 200, 170, 200, 80}}},
// 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_nhwc_relu6_quant8_2;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu6_quant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_nhwc_relu6_quant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {200, 80, 200, 200, 200, 170, 200, 80}}},
// 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_nhwc_relu6_quant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu6_channelQuant8() {
static std::vector<MixedTypedExample> examples_nhwc_relu6_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {92, 80, 92, 92, 92, 89, 92, 80}}},
// 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_nhwc_relu6_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu6_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_relu6_channelQuant8_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {92, 80, 92, 92, 92, 89, 92, 80}}},
// 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_nhwc_relu6_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu6_channelQuant8_2() {
static std::vector<MixedTypedExample> examples_nhwc_relu6_channelQuant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {140, 80, 140, 140, 140, 125, 140, 80}}},
// 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_nhwc_relu6_channelQuant8_2;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu6_channelQuant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_nhwc_relu6_channelQuant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {140, 80, 140, 140, 140, 125, 140, 80}}},
// 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_nhwc_relu6_channelQuant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu6_float16() {
static std::vector<MixedTypedExample> examples_nhwc_relu6_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {6.0f, 0.0f, 6.0f, 6.0f, 6.0f, 4.5f, 6.0f, 0.0f}}},
// 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_nhwc_relu6_float16;
};
std::vector<MixedTypedExample>& get_examples_nhwc_relu6_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_nhwc_relu6_float16_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {6.0f, 0.0f, 6.0f, 6.0f, 6.0f, 4.5f, 6.0f, 0.0f}}},
// 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_nhwc_relu6_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_none() {
static std::vector<MixedTypedExample> examples_nchw_none = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, -0.5f, 7.5f, 4.5f, -9.5f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_none;
};
std::vector<MixedTypedExample>& get_examples_nchw_none_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_none_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, -0.5f, 7.5f, 4.5f, -9.5f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_none_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_none_relaxed() {
static std::vector<MixedTypedExample> examples_nchw_none_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, -0.5f, 7.5f, 4.5f, -9.5f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_none_relaxed;
};
std::vector<MixedTypedExample>& get_examples_nchw_none_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_none_relaxed_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, -0.5f, 7.5f, 4.5f, -9.5f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_none_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_none_quant8() {
static std::vector<MixedTypedExample> examples_nchw_none_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 146, 142, 134, 79, 95, 89, 61}}},
// 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_nchw_none_quant8;
};
std::vector<MixedTypedExample>& get_examples_nchw_none_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_none_quant8_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 146, 142, 134, 79, 95, 89, 61}}},
// 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_nchw_none_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_none_quant8_2() {
static std::vector<MixedTypedExample> examples_nchw_none_quant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 255, 255, 255, 70, 230, 170, 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_nchw_none_quant8_2;
};
std::vector<MixedTypedExample>& get_examples_nchw_none_quant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_nchw_none_quant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 255, 255, 255, 70, 230, 170, 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_nchw_none_quant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_nchw_none_channelQuant8() {
static std::vector<MixedTypedExample> examples_nchw_none_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 146, 142, 134, 79, 95, 89, 61}}},
// 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_nchw_none_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_nchw_none_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_none_channelQuant8_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 146, 142, 134, 79, 95, 89, 61}}},
// 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_nchw_none_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_none_channelQuant8_2() {
static std::vector<MixedTypedExample> examples_nchw_none_channelQuant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 255, 255, 255, 75, 155, 125, 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_nchw_none_channelQuant8_2;
};
std::vector<MixedTypedExample>& get_examples_nchw_none_channelQuant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_nchw_none_channelQuant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 255, 255, 255, 75, 155, 125, 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_nchw_none_channelQuant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_nchw_none_float16() {
static std::vector<MixedTypedExample> examples_nchw_none_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, -0.5f, 7.5f, 4.5f, -9.5f}}},
// 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_nchw_none_float16;
};
std::vector<MixedTypedExample>& get_examples_nchw_none_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_none_float16_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, -0.5f, 7.5f, 4.5f, -9.5f}}},
// 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_nchw_none_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu() {
static std::vector<MixedTypedExample> examples_nchw_relu = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, 0.0f, 7.5f, 4.5f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_relu_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, 0.0f, 7.5f, 4.5f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu_relaxed() {
static std::vector<MixedTypedExample> examples_nchw_relu_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, 0.0f, 7.5f, 4.5f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu_relaxed;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_relu_relaxed_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, 0.0f, 7.5f, 4.5f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu_quant8() {
static std::vector<MixedTypedExample> examples_nchw_relu_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 146, 142, 134, 80, 95, 89, 80}}},
// 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_nchw_relu_quant8;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_relu_quant8_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 146, 142, 134, 80, 95, 89, 80}}},
// 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_nchw_relu_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu_quant8_2() {
static std::vector<MixedTypedExample> examples_nchw_relu_quant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 255, 255, 255, 80, 230, 170, 80}}},
// 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_nchw_relu_quant8_2;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu_quant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_nchw_relu_quant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 255, 255, 255, 80, 230, 170, 80}}},
// 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_nchw_relu_quant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu_channelQuant8() {
static std::vector<MixedTypedExample> examples_nchw_relu_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 146, 142, 134, 80, 95, 89, 80}}},
// 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_nchw_relu_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_relu_channelQuant8_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 146, 142, 134, 80, 95, 89, 80}}},
// 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_nchw_relu_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu_channelQuant8_2() {
static std::vector<MixedTypedExample> examples_nchw_relu_channelQuant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 255, 255, 255, 80, 155, 125, 80}}},
// 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_nchw_relu_channelQuant8_2;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu_channelQuant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_nchw_relu_channelQuant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 255, 255, 255, 80, 155, 125, 80}}},
// 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_nchw_relu_channelQuant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu_float16() {
static std::vector<MixedTypedExample> examples_nchw_relu_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, 0.0f, 7.5f, 4.5f, 0.0f}}},
// 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_nchw_relu_float16;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_relu_float16_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, 0.0f, 7.5f, 4.5f, 0.0f}}},
// 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_nchw_relu_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu1() {
static std::vector<MixedTypedExample> examples_nchw_relu1 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {1.0f, 1.0f, 1.0f, 1.0f, -0.5f, 1.0f, 1.0f, -1.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu1;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu1_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_relu1_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {1.0f, 1.0f, 1.0f, 1.0f, -0.5f, 1.0f, 1.0f, -1.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu1_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu1_relaxed() {
static std::vector<MixedTypedExample> examples_nchw_relu1_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {1.0f, 1.0f, 1.0f, 1.0f, -0.5f, 1.0f, 1.0f, -1.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu1_relaxed;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu1_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_relu1_relaxed_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {1.0f, 1.0f, 1.0f, 1.0f, -0.5f, 1.0f, 1.0f, -1.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu1_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu1_quant8() {
static std::vector<MixedTypedExample> examples_nchw_relu1_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {82, 82, 82, 82, 79, 82, 82, 78}}},
// 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_nchw_relu1_quant8;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu1_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_relu1_quant8_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {82, 82, 82, 82, 79, 82, 82, 78}}},
// 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_nchw_relu1_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu1_quant8_2() {
static std::vector<MixedTypedExample> examples_nchw_relu1_quant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {100, 100, 100, 100, 70, 100, 100, 60}}},
// 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_nchw_relu1_quant8_2;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu1_quant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_nchw_relu1_quant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {100, 100, 100, 100, 70, 100, 100, 60}}},
// 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_nchw_relu1_quant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu1_channelQuant8() {
static std::vector<MixedTypedExample> examples_nchw_relu1_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {82, 82, 82, 82, 79, 82, 82, 78}}},
// 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_nchw_relu1_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu1_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_relu1_channelQuant8_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {82, 82, 82, 82, 79, 82, 82, 78}}},
// 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_nchw_relu1_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu1_channelQuant8_2() {
static std::vector<MixedTypedExample> examples_nchw_relu1_channelQuant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {90, 90, 90, 90, 75, 90, 90, 70}}},
// 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_nchw_relu1_channelQuant8_2;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu1_channelQuant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_nchw_relu1_channelQuant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {90, 90, 90, 90, 75, 90, 90, 70}}},
// 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_nchw_relu1_channelQuant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu1_float16() {
static std::vector<MixedTypedExample> examples_nchw_relu1_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {1.0f, 1.0f, 1.0f, 1.0f, -0.5f, 1.0f, 1.0f, -1.0f}}},
// 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_nchw_relu1_float16;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu1_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_relu1_float16_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {1.0f, 1.0f, 1.0f, 1.0f, -0.5f, 1.0f, 1.0f, -1.0f}}},
// 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_nchw_relu1_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu6() {
static std::vector<MixedTypedExample> examples_nchw_relu6 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {6.0f, 6.0f, 6.0f, 6.0f, 0.0f, 6.0f, 4.5f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu6;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu6_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_relu6_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {6.0f, 6.0f, 6.0f, 6.0f, 0.0f, 6.0f, 4.5f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu6_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu6_relaxed() {
static std::vector<MixedTypedExample> examples_nchw_relu6_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {6.0f, 6.0f, 6.0f, 6.0f, 0.0f, 6.0f, 4.5f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu6_relaxed;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu6_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_relu6_relaxed_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {6.0f, 6.0f, 6.0f, 6.0f, 0.0f, 6.0f, 4.5f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu6_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu6_quant8() {
static std::vector<MixedTypedExample> examples_nchw_relu6_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {92, 92, 92, 92, 80, 92, 89, 80}}},
// 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_nchw_relu6_quant8;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu6_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_relu6_quant8_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {92, 92, 92, 92, 80, 92, 89, 80}}},
// 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_nchw_relu6_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu6_quant8_2() {
static std::vector<MixedTypedExample> examples_nchw_relu6_quant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {200, 200, 200, 200, 80, 200, 170, 80}}},
// 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_nchw_relu6_quant8_2;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu6_quant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_nchw_relu6_quant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {200, 200, 200, 200, 80, 200, 170, 80}}},
// 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_nchw_relu6_quant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu6_channelQuant8() {
static std::vector<MixedTypedExample> examples_nchw_relu6_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {92, 92, 92, 92, 80, 92, 89, 80}}},
// 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_nchw_relu6_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu6_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_relu6_channelQuant8_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {92, 92, 92, 92, 80, 92, 89, 80}}},
// 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_nchw_relu6_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu6_channelQuant8_2() {
static std::vector<MixedTypedExample> examples_nchw_relu6_channelQuant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {140, 140, 140, 140, 80, 140, 125, 80}}},
// 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_nchw_relu6_channelQuant8_2;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu6_channelQuant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_nchw_relu6_channelQuant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {140, 140, 140, 140, 80, 140, 125, 80}}},
// 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_nchw_relu6_channelQuant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu6_float16() {
static std::vector<MixedTypedExample> examples_nchw_relu6_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {6.0f, 6.0f, 6.0f, 6.0f, 0.0f, 6.0f, 4.5f, 0.0f}}},
// 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_nchw_relu6_float16;
};
std::vector<MixedTypedExample>& get_examples_nchw_relu6_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_nchw_relu6_float16_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {6.0f, 6.0f, 6.0f, 6.0f, 0.0f, 6.0f, 4.5f, 0.0f}}},
// 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_nchw_relu6_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_none() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_none = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, -0.5f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, -9.5f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_none;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_none_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_none_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, -0.5f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, -9.5f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_none_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_none_relaxed() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_none_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, -0.5f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, -9.5f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_none_relaxed;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_none_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_none_relaxed_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, -0.5f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, -9.5f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_none_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_none_quant8() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_none_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 79, 146, 95, 142, 89, 134, 61}}},
// 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_nhwc_none_quant8;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_none_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_none_quant8_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 79, 146, 95, 142, 89, 134, 61}}},
// 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_nhwc_none_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_none_quant8_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_none_quant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 70, 255, 230, 255, 170, 255, 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_dynamic_output_shape_nhwc_none_quant8_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_none_quant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_none_quant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 70, 255, 230, 255, 170, 255, 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_dynamic_output_shape_nhwc_none_quant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_none_channelQuant8() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_none_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 79, 146, 95, 142, 89, 134, 61}}},
// 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_nhwc_none_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_none_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_none_channelQuant8_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 79, 146, 95, 142, 89, 134, 61}}},
// 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_nhwc_none_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_none_channelQuant8_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_none_channelQuant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 75, 255, 155, 255, 125, 255, 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_dynamic_output_shape_nhwc_none_channelQuant8_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_none_channelQuant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_none_channelQuant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 75, 255, 155, 255, 125, 255, 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_dynamic_output_shape_nhwc_none_channelQuant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_none_float16() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_none_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {33.0f, -0.5f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, -9.5f}}},
// 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_nhwc_none_float16;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_none_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_none_float16_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {33.0f, -0.5f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, -9.5f}}},
// 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_nhwc_none_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 0.0f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 0.0f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu_relaxed() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 0.0f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu_relaxed;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu_relaxed_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 0.0f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu_quant8() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 80, 146, 95, 142, 89, 134, 80}}},
// 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_nhwc_relu_quant8;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu_quant8_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 80, 146, 95, 142, 89, 134, 80}}},
// 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_nhwc_relu_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu_quant8_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu_quant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 80, 255, 230, 255, 170, 255, 80}}},
// 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_nhwc_relu_quant8_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu_quant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu_quant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 80, 255, 230, 255, 170, 255, 80}}},
// 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_nhwc_relu_quant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu_channelQuant8() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 80, 146, 95, 142, 89, 134, 80}}},
// 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_nhwc_relu_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu_channelQuant8_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 80, 146, 95, 142, 89, 134, 80}}},
// 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_nhwc_relu_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu_channelQuant8_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu_channelQuant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 80, 255, 155, 255, 125, 255, 80}}},
// 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_nhwc_relu_channelQuant8_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu_channelQuant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu_channelQuant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 80, 255, 155, 255, 125, 255, 80}}},
// 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_nhwc_relu_channelQuant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu_float16() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {33.0f, 0.0f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, 0.0f}}},
// 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_nhwc_relu_float16;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu_float16_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {33.0f, 0.0f, 33.0f, 7.5f, 31.0f, 4.5f, 27.0f, 0.0f}}},
// 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_nhwc_relu_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu1() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu1 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {1.0f, -0.5f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, -1.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu1;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu1_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu1_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {1.0f, -0.5f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, -1.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu1_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu1_relaxed() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu1_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {1.0f, -0.5f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, -1.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu1_relaxed;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu1_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu1_relaxed_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {1.0f, -0.5f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, -1.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu1_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu1_quant8() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu1_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {82, 79, 82, 82, 82, 82, 82, 78}}},
// 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_nhwc_relu1_quant8;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu1_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu1_quant8_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {82, 79, 82, 82, 82, 82, 82, 78}}},
// 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_nhwc_relu1_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu1_quant8_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu1_quant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {100, 70, 100, 100, 100, 100, 100, 60}}},
// 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_nhwc_relu1_quant8_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu1_quant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu1_quant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {100, 70, 100, 100, 100, 100, 100, 60}}},
// 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_nhwc_relu1_quant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu1_channelQuant8() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu1_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {82, 79, 82, 82, 82, 82, 82, 78}}},
// 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_nhwc_relu1_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu1_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu1_channelQuant8_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {82, 79, 82, 82, 82, 82, 82, 78}}},
// 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_nhwc_relu1_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu1_channelQuant8_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu1_channelQuant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {90, 75, 90, 90, 90, 90, 90, 70}}},
// 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_nhwc_relu1_channelQuant8_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu1_channelQuant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu1_channelQuant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {90, 75, 90, 90, 90, 90, 90, 70}}},
// 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_nhwc_relu1_channelQuant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu1_float16() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu1_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {1.0f, -0.5f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, -1.0f}}},
// 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_nhwc_relu1_float16;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu1_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu1_float16_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {1.0f, -0.5f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, -1.0f}}},
// 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_nhwc_relu1_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu6() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu6 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {6.0f, 0.0f, 6.0f, 6.0f, 6.0f, 4.5f, 6.0f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu6;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu6_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu6_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {6.0f, 0.0f, 6.0f, 6.0f, 6.0f, 4.5f, 6.0f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu6_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu6_relaxed() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu6_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {6.0f, 0.0f, 6.0f, 6.0f, 6.0f, 4.5f, 6.0f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu6_relaxed;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu6_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu6_relaxed_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {6.0f, 0.0f, 6.0f, 6.0f, 6.0f, 4.5f, 6.0f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nhwc_relu6_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu6_quant8() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu6_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {92, 80, 92, 92, 92, 89, 92, 80}}},
// 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_nhwc_relu6_quant8;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu6_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu6_quant8_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {92, 80, 92, 92, 92, 89, 92, 80}}},
// 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_nhwc_relu6_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu6_quant8_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu6_quant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {200, 80, 200, 200, 200, 170, 200, 80}}},
// 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_nhwc_relu6_quant8_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu6_quant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu6_quant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {200, 80, 200, 200, 200, 170, 200, 80}}},
// 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_nhwc_relu6_quant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu6_channelQuant8() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu6_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {92, 80, 92, 92, 92, 89, 92, 80}}},
// 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_nhwc_relu6_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu6_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu6_channelQuant8_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {92, 80, 92, 92, 92, 89, 92, 80}}},
// 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_nhwc_relu6_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu6_channelQuant8_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu6_channelQuant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {140, 80, 140, 140, 140, 125, 140, 80}}},
// 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_nhwc_relu6_channelQuant8_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu6_channelQuant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu6_channelQuant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 108, 112, 116, 120, 124, 124, 120, 116, 112, 108, 104, 108, 112, 112, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {140, 80, 140, 140, 140, 125, 140, 80}}},
// 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_nhwc_relu6_channelQuant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu6_float16() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu6_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {6.0f, 0.0f, 6.0f, 6.0f, 6.0f, 4.5f, 6.0f, 0.0f}}},
// 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_nhwc_relu6_float16;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nhwc_relu6_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nhwc_relu6_float16_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, 3, 2}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {6.0f, 0.0f, 6.0f, 6.0f, 6.0f, 4.5f, 6.0f, 0.0f}}},
// 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_nhwc_relu6_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_none() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_none = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, -0.5f, 7.5f, 4.5f, -9.5f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_none;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_none_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_none_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, -0.5f, 7.5f, 4.5f, -9.5f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_none_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_none_relaxed() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_none_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, -0.5f, 7.5f, 4.5f, -9.5f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_none_relaxed;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_none_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_none_relaxed_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, -0.5f, 7.5f, 4.5f, -9.5f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_none_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_none_quant8() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_none_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 146, 142, 134, 79, 95, 89, 61}}},
// 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_nchw_none_quant8;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_none_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_none_quant8_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 146, 142, 134, 79, 95, 89, 61}}},
// 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_nchw_none_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_none_quant8_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_none_quant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 255, 255, 255, 70, 230, 170, 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_dynamic_output_shape_nchw_none_quant8_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_none_quant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_none_quant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 255, 255, 255, 70, 230, 170, 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_dynamic_output_shape_nchw_none_quant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_none_channelQuant8() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_none_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 146, 142, 134, 79, 95, 89, 61}}},
// 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_nchw_none_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_none_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_none_channelQuant8_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 146, 142, 134, 79, 95, 89, 61}}},
// 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_nchw_none_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_none_channelQuant8_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_none_channelQuant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 255, 255, 255, 75, 155, 125, 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_dynamic_output_shape_nchw_none_channelQuant8_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_none_channelQuant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_none_channelQuant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 255, 255, 255, 75, 155, 125, 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_dynamic_output_shape_nchw_none_channelQuant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_none_float16() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_none_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, -0.5f, 7.5f, 4.5f, -9.5f}}},
// 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_nchw_none_float16;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_none_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_none_float16_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, -0.5f, 7.5f, 4.5f, -9.5f}}},
// 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_nchw_none_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, 0.0f, 7.5f, 4.5f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, 0.0f, 7.5f, 4.5f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu_relaxed() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, 0.0f, 7.5f, 4.5f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu_relaxed;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu_relaxed_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, 0.0f, 7.5f, 4.5f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu_quant8() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 146, 142, 134, 80, 95, 89, 80}}},
// 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_nchw_relu_quant8;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu_quant8_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 146, 142, 134, 80, 95, 89, 80}}},
// 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_nchw_relu_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu_quant8_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu_quant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 255, 255, 255, 80, 230, 170, 80}}},
// 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_nchw_relu_quant8_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu_quant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu_quant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 255, 255, 255, 80, 230, 170, 80}}},
// 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_nchw_relu_quant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu_channelQuant8() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 146, 142, 134, 80, 95, 89, 80}}},
// 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_nchw_relu_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu_channelQuant8_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {146, 146, 142, 134, 80, 95, 89, 80}}},
// 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_nchw_relu_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu_channelQuant8_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu_channelQuant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 255, 255, 255, 80, 155, 125, 80}}},
// 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_nchw_relu_channelQuant8_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu_channelQuant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu_channelQuant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {255, 255, 255, 255, 80, 155, 125, 80}}},
// 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_nchw_relu_channelQuant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu_float16() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, 0.0f, 7.5f, 4.5f, 0.0f}}},
// 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_nchw_relu_float16;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu_float16_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {33.0f, 33.0f, 31.0f, 27.0f, 0.0f, 7.5f, 4.5f, 0.0f}}},
// 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_nchw_relu_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu1() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu1 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {1.0f, 1.0f, 1.0f, 1.0f, -0.5f, 1.0f, 1.0f, -1.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu1;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu1_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu1_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {1.0f, 1.0f, 1.0f, 1.0f, -0.5f, 1.0f, 1.0f, -1.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu1_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu1_relaxed() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu1_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {1.0f, 1.0f, 1.0f, 1.0f, -0.5f, 1.0f, 1.0f, -1.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu1_relaxed;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu1_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu1_relaxed_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {1.0f, 1.0f, 1.0f, 1.0f, -0.5f, 1.0f, 1.0f, -1.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu1_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu1_quant8() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu1_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {82, 82, 82, 82, 79, 82, 82, 78}}},
// 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_nchw_relu1_quant8;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu1_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu1_quant8_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {82, 82, 82, 82, 79, 82, 82, 78}}},
// 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_nchw_relu1_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu1_quant8_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu1_quant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {100, 100, 100, 100, 70, 100, 100, 60}}},
// 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_nchw_relu1_quant8_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu1_quant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu1_quant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {100, 100, 100, 100, 70, 100, 100, 60}}},
// 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_nchw_relu1_quant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu1_channelQuant8() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu1_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {82, 82, 82, 82, 79, 82, 82, 78}}},
// 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_nchw_relu1_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu1_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu1_channelQuant8_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {82, 82, 82, 82, 79, 82, 82, 78}}},
// 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_nchw_relu1_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu1_channelQuant8_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu1_channelQuant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {90, 90, 90, 90, 75, 90, 90, 70}}},
// 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_nchw_relu1_channelQuant8_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu1_channelQuant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu1_channelQuant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {90, 90, 90, 90, 75, 90, 90, 70}}},
// 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_nchw_relu1_channelQuant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu1_float16() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu1_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {1.0f, 1.0f, 1.0f, 1.0f, -0.5f, 1.0f, 1.0f, -1.0f}}},
// 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_nchw_relu1_float16;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu1_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu1_float16_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {1.0f, 1.0f, 1.0f, 1.0f, -0.5f, 1.0f, 1.0f, -1.0f}}},
// 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_nchw_relu1_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu6() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu6 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {6.0f, 6.0f, 6.0f, 6.0f, 0.0f, 6.0f, 4.5f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu6;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu6_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu6_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {6.0f, 6.0f, 6.0f, 6.0f, 0.0f, 6.0f, 4.5f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu6_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu6_relaxed() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu6_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {6.0f, 6.0f, 6.0f, 6.0f, 0.0f, 6.0f, 4.5f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu6_relaxed;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu6_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu6_relaxed_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{0, {6.0f, 6.0f, 6.0f, 6.0f, 0.0f, 6.0f, 4.5f, 0.0f}}},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_nchw_relu6_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu6_quant8() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu6_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {92, 92, 92, 92, 80, 92, 89, 80}}},
// 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_nchw_relu6_quant8;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu6_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu6_quant8_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {92, 92, 92, 92, 80, 92, 89, 80}}},
// 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_nchw_relu6_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu6_quant8_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu6_quant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {200, 200, 200, 200, 80, 200, 170, 80}}},
// 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_nchw_relu6_quant8_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu6_quant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu6_quant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -536}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {200, 200, 200, 200, 80, 200, 170, 80}}},
// 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_nchw_relu6_quant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu6_channelQuant8() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu6_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {92, 92, 92, 92, 80, 92, 89, 80}}},
// 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_nchw_relu6_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu6_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu6_channelQuant8_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {92, 92, 92, 92, 80, 92, 89, 80}}},
// 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_nchw_relu6_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu6_channelQuant8_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu6_channelQuant8_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {140, 140, 140, 140, 80, 140, 125, 80}}},
// 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_nchw_relu6_channelQuant8_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu6_channelQuant8_weight_as_input_2() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu6_channelQuant8_weight_as_input_2 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {160, -268}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {104, 112, 120, 124, 116, 108, 108, 112, 112, 108, 116, 124, 120, 112, 104, 112, 112, 112}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 8, 4, 8, 6, 4, 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {140, 140, 140, 140, 80, 140, 125, 80}}},
// 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_nchw_relu6_channelQuant8_weight_as_input_2;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu6_float16() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu6_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 3}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {6.0f, 6.0f, 6.0f, 6.0f, 0.0f, 6.0f, 4.5f, 0.0f}}},
// 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_nchw_relu6_float16;
};
std::vector<MixedTypedExample>& get_examples_dynamic_output_shape_nchw_relu6_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_dynamic_output_shape_nchw_relu6_float16_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, 3}}, {1, {2, 2, 2, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{0, {6.0f, 6.0f, 6.0f, 6.0f, 0.0f, 6.0f, 4.5f, 0.0f}}},
// 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_nchw_relu6_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_nhwc() {
static std::vector<MixedTypedExample> examples_large_nhwc = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_large_nhwc;
};
std::vector<MixedTypedExample>& get_examples_large_nhwc_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_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, 2, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_large_nhwc_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_nhwc_relaxed() {
static std::vector<MixedTypedExample> examples_large_nhwc_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_large_nhwc_relaxed;
};
std::vector<MixedTypedExample>& get_examples_large_nhwc_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_nhwc_relaxed_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, 2, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_large_nhwc_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_nhwc_quant8() {
static std::vector<MixedTypedExample> examples_large_nhwc_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {132, 136, 140, 144, 144, 140, 136, 132, 136, 140, 140, 140}}},
// 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {157, 13, 248, 84, 161, 16, 237, 99, 154, 9, 176, 69}}},
// 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_large_nhwc_quant8;
};
std::vector<MixedTypedExample>& get_examples_large_nhwc_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_nhwc_quant8_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, 2, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {2000, -4000}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {157, 13, 248, 84, 161, 16, 237, 99, 154, 9, 176, 69}}},
// 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_large_nhwc_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_nhwc_channelQuant8() {
static std::vector<MixedTypedExample> examples_large_nhwc_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {132, 136, 140, 144, 144, 140, 136, 132, 136, 140, 140, 140}}},
// 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {157, 13, 248, 84, 161, 16, 237, 99, 154, 9, 176, 69}}},
// 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_large_nhwc_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_large_nhwc_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_nhwc_channelQuant8_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, 2, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {1000, -1600}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {132, 136, 140, 144, 144, 140, 136, 132, 136, 140, 140, 140}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {50, 10, 0, 100, 5, 1, 80, 12, 0, 40, 8, 1}}},
// 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {157, 13, 248, 84, 161, 16, 237, 99, 154, 9, 176, 69}}},
// 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_large_nhwc_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_nhwc_float16() {
static std::vector<MixedTypedExample> examples_large_nhwc_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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_large_nhwc_float16;
};
std::vector<MixedTypedExample>& get_examples_large_nhwc_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_nhwc_float16_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, 2, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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_large_nhwc_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_nchw() {
static std::vector<MixedTypedExample> examples_large_nchw = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_large_nchw;
};
std::vector<MixedTypedExample>& get_examples_large_nchw_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_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, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_large_nchw_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_nchw_relaxed() {
static std::vector<MixedTypedExample> examples_large_nchw_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_large_nchw_relaxed;
};
std::vector<MixedTypedExample>& get_examples_large_nchw_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_nchw_relaxed_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, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_large_nchw_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_nchw_quant8() {
static std::vector<MixedTypedExample> examples_large_nchw_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {132, 140, 144, 136, 136, 140, 136, 144, 140, 132, 140, 140}}},
// 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {157, 248, 161, 237, 154, 176, 13, 84, 16, 99, 9, 69}}},
// 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_large_nchw_quant8;
};
std::vector<MixedTypedExample>& get_examples_large_nchw_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_nchw_quant8_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, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {2000, -4000}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {157, 248, 161, 237, 154, 176, 13, 84, 16, 99, 9, 69}}},
// 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_large_nchw_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_nchw_channelQuant8() {
static std::vector<MixedTypedExample> examples_large_nchw_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {132, 140, 144, 136, 136, 140, 136, 144, 140, 132, 140, 140}}},
// 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {157, 248, 161, 237, 154, 176, 13, 84, 16, 99, 9, 69}}},
// 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_large_nchw_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_large_nchw_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_nchw_channelQuant8_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, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {1000, -1600}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {132, 140, 144, 136, 136, 140, 136, 144, 140, 132, 140, 140}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {50, 10, 0, 100, 5, 1, 80, 12, 0, 40, 8, 1}}},
// 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {157, 248, 161, 237, 154, 176, 13, 84, 16, 99, 9, 69}}},
// 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_large_nchw_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_nchw_float16() {
static std::vector<MixedTypedExample> examples_large_nchw_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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_large_nchw_float16;
};
std::vector<MixedTypedExample>& get_examples_large_nchw_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_nchw_float16_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, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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_large_nchw_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nhwc() {
static std::vector<MixedTypedExample> examples_large_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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_large_dynamic_output_shape_nhwc;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nhwc_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_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, 2, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_large_dynamic_output_shape_nhwc_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nhwc_relaxed() {
static std::vector<MixedTypedExample> examples_large_dynamic_output_shape_nhwc_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_large_dynamic_output_shape_nhwc_relaxed;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nhwc_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_dynamic_output_shape_nhwc_relaxed_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, 2, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_large_dynamic_output_shape_nhwc_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nhwc_quant8() {
static std::vector<MixedTypedExample> examples_large_dynamic_output_shape_nhwc_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {132, 136, 140, 144, 144, 140, 136, 132, 136, 140, 140, 140}}},
// 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {157, 13, 248, 84, 161, 16, 237, 99, 154, 9, 176, 69}}},
// 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_large_dynamic_output_shape_nhwc_quant8;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nhwc_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_dynamic_output_shape_nhwc_quant8_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, 2, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {2000, -4000}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {157, 13, 248, 84, 161, 16, 237, 99, 154, 9, 176, 69}}},
// 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_large_dynamic_output_shape_nhwc_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nhwc_channelQuant8() {
static std::vector<MixedTypedExample> examples_large_dynamic_output_shape_nhwc_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {132, 136, 140, 144, 144, 140, 136, 132, 136, 140, 140, 140}}},
// 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {157, 13, 248, 84, 161, 16, 237, 99, 154, 9, 176, 69}}},
// 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_large_dynamic_output_shape_nhwc_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nhwc_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_dynamic_output_shape_nhwc_channelQuant8_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, 2, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {1000, -1600}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {132, 136, 140, 144, 144, 140, 136, 132, 136, 140, 140, 140}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {50, 10, 0, 100, 5, 1, 80, 12, 0, 40, 8, 1}}},
// 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {157, 13, 248, 84, 161, 16, 237, 99, 154, 9, 176, 69}}},
// 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_large_dynamic_output_shape_nhwc_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nhwc_float16() {
static std::vector<MixedTypedExample> examples_large_dynamic_output_shape_nhwc_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 3, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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_large_dynamic_output_shape_nhwc_float16;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nhwc_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_dynamic_output_shape_nhwc_float16_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, 2, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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_large_dynamic_output_shape_nhwc_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nchw() {
static std::vector<MixedTypedExample> examples_large_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, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_large_dynamic_output_shape_nchw;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nchw_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_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, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_large_dynamic_output_shape_nchw_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nchw_relaxed() {
static std::vector<MixedTypedExample> examples_large_dynamic_output_shape_nchw_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_large_dynamic_output_shape_nchw_relaxed;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nchw_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_dynamic_output_shape_nchw_relaxed_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, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_large_dynamic_output_shape_nchw_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nchw_quant8() {
static std::vector<MixedTypedExample> examples_large_dynamic_output_shape_nchw_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {132, 140, 144, 136, 136, 140, 136, 144, 140, 132, 140, 140}}},
// 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {157, 248, 161, 237, 154, 176, 13, 84, 16, 99, 9, 69}}},
// 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_large_dynamic_output_shape_nchw_quant8;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nchw_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_dynamic_output_shape_nchw_quant8_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, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {2000, -4000}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {157, 248, 161, 237, 154, 176, 13, 84, 16, 99, 9, 69}}},
// 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_large_dynamic_output_shape_nchw_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nchw_channelQuant8() {
static std::vector<MixedTypedExample> examples_large_dynamic_output_shape_nchw_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {132, 140, 144, 136, 136, 140, 136, 144, 140, 132, 140, 140}}},
// 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {157, 248, 161, 237, 154, 176, 13, 84, 16, 99, 9, 69}}},
// 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_large_dynamic_output_shape_nchw_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nchw_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_dynamic_output_shape_nchw_channelQuant8_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, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {1000, -1600}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {132, 140, 144, 136, 136, 140, 136, 144, 140, 132, 140, 140}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {50, 10, 0, 100, 5, 1, 80, 12, 0, 40, 8, 1}}},
// 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{0, {157, 248, 161, 237, 154, 176, 13, 84, 16, 99, 9, 69}}},
// 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_large_dynamic_output_shape_nchw_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nchw_float16() {
static std::vector<MixedTypedExample> examples_large_dynamic_output_shape_nchw_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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_large_dynamic_output_shape_nchw_float16;
};
std::vector<MixedTypedExample>& get_examples_large_dynamic_output_shape_nchw_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_large_dynamic_output_shape_nchw_float16_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, 2}}, {1, {2, 2, 3, 1}}, {2, {2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 3, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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_large_dynamic_output_shape_nchw_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_nhwc() {
static std::vector<MixedTypedExample> examples_channel_nhwc = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 2, 9}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_channel_nhwc;
};
std::vector<MixedTypedExample>& get_examples_channel_nhwc_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_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, 2, 2, 9}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_channel_nhwc_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_nhwc_relaxed() {
static std::vector<MixedTypedExample> examples_channel_nhwc_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 2, 9}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_channel_nhwc_relaxed;
};
std::vector<MixedTypedExample>& get_examples_channel_nhwc_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_nhwc_relaxed_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, 2, 9}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_channel_nhwc_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_nhwc_quant8() {
static std::vector<MixedTypedExample> examples_channel_nhwc_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 2, 9}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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_channel_nhwc_quant8;
};
std::vector<MixedTypedExample>& get_examples_channel_nhwc_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_nhwc_quant8_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, 2, 9}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {80, -160, 240, -320, 400, -480}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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_channel_nhwc_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_nhwc_channelQuant8() {
static std::vector<MixedTypedExample> examples_channel_nhwc_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 2, 9}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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_channel_nhwc_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_channel_nhwc_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_nhwc_channelQuant8_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, 2, 9}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {80, -133, 240, -267, 400, -400}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 12, 7, 3, 0, 8, 12, 12, 20, 20, 20, 36, 32, 20, 7, 3, 3}}},
// 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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_channel_nhwc_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_nhwc_float16() {
static std::vector<MixedTypedExample> examples_channel_nhwc_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 2, 9}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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_channel_nhwc_float16;
};
std::vector<MixedTypedExample>& get_examples_channel_nhwc_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_nhwc_float16_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, 2, 9}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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_channel_nhwc_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_nchw() {
static std::vector<MixedTypedExample> examples_channel_nchw = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 9, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_channel_nchw;
};
std::vector<MixedTypedExample>& get_examples_channel_nchw_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_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, 9, 2, 2}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_channel_nchw_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_nchw_relaxed() {
static std::vector<MixedTypedExample> examples_channel_nchw_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 9, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_channel_nchw_relaxed;
};
std::vector<MixedTypedExample>& get_examples_channel_nchw_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_nchw_relaxed_weight_as_input = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 9, 2, 2}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_channel_nchw_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_nchw_quant8() {
static std::vector<MixedTypedExample> examples_channel_nchw_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 9, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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_channel_nchw_quant8;
};
std::vector<MixedTypedExample>& get_examples_channel_nchw_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_nchw_quant8_weight_as_input = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 9, 2, 2}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {80, -160, 240, -320, 400, -480}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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_channel_nchw_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_nchw_channelQuant8() {
static std::vector<MixedTypedExample> examples_channel_nchw_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 9, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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_channel_nchw_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_channel_nchw_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_nchw_channelQuant8_weight_as_input = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 9, 2, 2}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {80, -133, 240, -267, 400, -400}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 12, 7, 3, 0, 8, 12, 12, 20, 20, 20, 36, 32, 20, 7, 3, 3}}},
// 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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_channel_nchw_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_nchw_float16() {
static std::vector<MixedTypedExample> examples_channel_nchw_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 9, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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_channel_nchw_float16;
};
std::vector<MixedTypedExample>& get_examples_channel_nchw_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_nchw_float16_weight_as_input = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 9, 2, 2}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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_channel_nchw_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nhwc() {
static std::vector<MixedTypedExample> examples_channel_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, 2, 2, 9}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_channel_dynamic_output_shape_nhwc;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nhwc_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_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, 2, 2, 9}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_channel_dynamic_output_shape_nhwc_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nhwc_relaxed() {
static std::vector<MixedTypedExample> examples_channel_dynamic_output_shape_nhwc_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 2, 9}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_channel_dynamic_output_shape_nhwc_relaxed;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nhwc_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_dynamic_output_shape_nhwc_relaxed_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, 2, 9}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_channel_dynamic_output_shape_nhwc_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nhwc_quant8() {
static std::vector<MixedTypedExample> examples_channel_dynamic_output_shape_nhwc_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 2, 9}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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_channel_dynamic_output_shape_nhwc_quant8;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nhwc_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_dynamic_output_shape_nhwc_quant8_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, 2, 9}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {80, -160, 240, -320, 400, -480}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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_channel_dynamic_output_shape_nhwc_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nhwc_channelQuant8() {
static std::vector<MixedTypedExample> examples_channel_dynamic_output_shape_nhwc_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 2, 9}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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_channel_dynamic_output_shape_nhwc_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nhwc_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_dynamic_output_shape_nhwc_channelQuant8_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, 2, 9}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {80, -133, 240, -267, 400, -400}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 12, 7, 3, 0, 8, 12, 12, 20, 20, 20, 36, 32, 20, 7, 3, 3}}},
// 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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_channel_dynamic_output_shape_nhwc_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nhwc_float16() {
static std::vector<MixedTypedExample> examples_channel_dynamic_output_shape_nhwc_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 2, 2, 9}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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_channel_dynamic_output_shape_nhwc_float16;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nhwc_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_dynamic_output_shape_nhwc_float16_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, 2, 9}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 2, 2, 6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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_channel_dynamic_output_shape_nhwc_float16_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nchw() {
static std::vector<MixedTypedExample> examples_channel_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, 9, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_channel_dynamic_output_shape_nchw;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nchw_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_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, 9, 2, 2}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_channel_dynamic_output_shape_nchw_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nchw_relaxed() {
static std::vector<MixedTypedExample> examples_channel_dynamic_output_shape_nchw_relaxed = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 9, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_channel_dynamic_output_shape_nchw_relaxed;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nchw_relaxed_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_dynamic_output_shape_nchw_relaxed_weight_as_input = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 9, 2, 2}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {{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
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// 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_channel_dynamic_output_shape_nchw_relaxed_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nchw_quant8() {
static std::vector<MixedTypedExample> examples_channel_dynamic_output_shape_nchw_quant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 9, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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_channel_dynamic_output_shape_nchw_quant8;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nchw_quant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_dynamic_output_shape_nchw_quant8_weight_as_input = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 9, 2, 2}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {80, -160, 240, -320, 400, -480}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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_channel_dynamic_output_shape_nchw_quant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nchw_channelQuant8() {
static std::vector<MixedTypedExample> examples_channel_dynamic_output_shape_nchw_channelQuant8 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 9, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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_channel_dynamic_output_shape_nchw_channelQuant8;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nchw_channelQuant8_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_dynamic_output_shape_nchw_channelQuant8_weight_as_input = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 9, 2, 2}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {{2, {80, -133, 240, -267, 400, -400}}},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {},
// int -> BOOL8 map
.bool8Operands = {},
// int -> QUANT8_SYMM_PER_CHANNEL map
.quant8ChannelOperands = {{1, {4, 8, 12, 7, 3, 0, 8, 12, 12, 20, 20, 20, 36, 32, 20, 7, 3, 3}}},
// 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {{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}}},
// 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_channel_dynamic_output_shape_nchw_channelQuant8_weight_as_input;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nchw_float16() {
static std::vector<MixedTypedExample> examples_channel_dynamic_output_shape_nchw_float16 = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 9, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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_channel_dynamic_output_shape_nchw_float16;
};
std::vector<MixedTypedExample>& get_examples_channel_dynamic_output_shape_nchw_float16_weight_as_input() {
static std::vector<MixedTypedExample> examples_channel_dynamic_output_shape_nchw_float16_weight_as_input = {
// Begin of an example
{
.operands = {
//Input(s)
{ // See tools/test_generator/include/TestHarness.h:MixedTyped
// int -> Dimensions map
.operandDimensions = {{0, {1, 9, 2, 2}}, {1, {6, 1, 1, 3}}, {2, {6}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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, 6, 2, 2}}},
// int -> FLOAT32 map
.float32Operands = {},
// int -> INT32 map
.int32Operands = {},
// int -> QUANT8_ASYMM map
.quant8AsymmOperands = {},
// int -> QUANT16_SYMM map
.quant16SymmOperands = {},
// int -> FLOAT16 map
.float16Operands = {{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 -> 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_channel_dynamic_output_shape_nchw_float16_weight_as_input;
};