Compute Library
 23.11
Cast.cpp
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2  * Copyright (c) 2019-2023 Arm Limited.
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24 #include "arm_compute/core/Types.h"
25 #include "arm_compute/core/utils/StringUtils.h"
26 #include "arm_compute/runtime/NEON/functions/NECast.h"
27 #include "arm_compute/runtime/Tensor.h"
28 #include "arm_compute/runtime/TensorAllocator.h"
29 #include "src/common/cpuinfo/CpuIsaInfo.h"
30 #include "src/cpu/kernels/CpuCastKernel.h"
31 #include "tests/NEON/Accessor.h"
32 #include "tests/PaddingCalculator.h"
33 #include "tests/datasets/ConvertPolicyDataset.h"
34 #include "tests/datasets/ShapeDatasets.h"
35 #include "tests/framework/Asserts.h"
36 #include "tests/framework/Macros.h"
37 #include "tests/framework/datasets/Datasets.h"
38 #include "tests/validation/Validation.h"
39 #include "tests/validation/fixtures/CastFixture.h"
40 namespace arm_compute
41 {
42 namespace test
43 {
44 namespace validation
45 {
46 namespace
47 {
48 // Tolerance
49 constexpr AbsoluteTolerance<float> one_tolerance(1);
50 constexpr AbsoluteTolerance<float> zero_tolerance(0);
51 
52 /*
53  *This function ignores the scale and zeroPoint of quanized tensors,so QASYMM8 input is treated as uint8 values.
54 */
55 
56 /** Input data sets **/
57 
58 // QASYMM8_SIGNED
59 const auto CastQASYMM8_SIGNEDtoS16Dataset = combine(framework::dataset::make("DataType", DataType::QASYMM8_SIGNED), framework::dataset::make("DataType", DataType::S16));
60 const auto CastQASYMM8_SIGNEDtoS32Dataset = combine(framework::dataset::make("DataType", DataType::QASYMM8_SIGNED), framework::dataset::make("DataType", DataType::S32));
61 const auto CastQASYMM8_SIGNEDtoF32Dataset = combine(framework::dataset::make("DataType", DataType::QASYMM8_SIGNED), framework::dataset::make("DataType", DataType::F32));
62 const auto CastQASYMM8_SIGNEDtoF16Dataset = combine(framework::dataset::make("DataType", DataType::QASYMM8_SIGNED), framework::dataset::make("DataType", DataType::F16));
63 
64 // QASYMM8
65 const auto CastQASYMM8toF16Dataset = combine(framework::dataset::make("DataType", DataType::QASYMM8), framework::dataset::make("DataType", DataType::F16));
66 const auto CastQASYMM8toF32Dataset = combine(framework::dataset::make("DataType", DataType::QASYMM8), framework::dataset::make("DataType", DataType::F32));
67 const auto CastQASYMM8toS32Dataset = combine(framework::dataset::make("DataType", DataType::QASYMM8), framework::dataset::make("DataType", DataType::S32));
68 
69 // U8
70 const auto CastU8toU16Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::U16));
71 const auto CastU8toS16Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::S16));
72 const auto CastU8toS32Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::S32));
73 const auto CastU8toF32Dataset = combine(framework::dataset::make("DataType", DataType::U8), framework::dataset::make("DataType", DataType::F32));
74 
75 // U16
76 const auto CastU16toU8Dataset = combine(framework::dataset::make("DataType", DataType::U16), framework::dataset::make("DataType", DataType::U8));
77 const auto CastU16toU32Dataset = combine(framework::dataset::make("DataType", DataType::U16), framework::dataset::make("DataType", DataType::U32));
78 
79 // S16
80 const auto CastS16toQASYMM8_SIGNEDDataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED));
81 const auto CastS16toU8Dataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::U8));
82 const auto CastS16toS32Dataset = combine(framework::dataset::make("DataType", DataType::S16), framework::dataset::make("DataType", DataType::S32));
83 
84 //S32
85 const auto CastS32toF16Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::F16));
86 const auto CastS32toU8Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::U8));
87 const auto CastS32toF32Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::F32));
88 const auto CastS32toQASYMM8Dataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::QASYMM8));
89 const auto CastS32toQASYMM8_SIGNEDDataset = combine(framework::dataset::make("DataType", DataType::S32), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED));
90 
91 // F16
92 const auto CastF16toF32Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::F32));
93 const auto CastF16toS32Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::S32));
94 const auto CastF16toQASYMM8Dataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::QASYMM8));
95 const auto CastF16toQASYMM8_SIGNEDDataset = combine(framework::dataset::make("DataType", DataType::F16), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED));
96 
97 // F32
98 const auto CastF32toU8Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::U8));
99 const auto CastF32toF16Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::F16));
100 const auto CastF32toS32Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::S32));
101 const auto CastF32toQASYMM8Dataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::QASYMM8));
102 const auto CastF32toQASYMM8_SIGNEDDataset = combine(framework::dataset::make("DataType", DataType::F32), framework::dataset::make("DataType", DataType::QASYMM8_SIGNED));
103 
104 // U64
105 const auto CastU64toF32Dataset = combine(framework::dataset::make("DataType", DataType::U64), framework::dataset::make("DataType", DataType::F32));
106 
107 // S64
108 const auto CastS64toF32Dataset = combine(framework::dataset::make("DataType", DataType::S64), framework::dataset::make("DataType", DataType::F32));
109 } // namespace
110 
111 TEST_SUITE(NEON)
112 TEST_SUITE(Cast)
113 template <typename T>
114 using NECastToU8Fixture = CastValidationFixture<Tensor, Accessor, NECast, T, uint8_t>;
115 template <typename T>
116 using NECastToS8Fixture = CastValidationFixture<Tensor, Accessor, NECast, T, int8_t>;
117 template <typename T>
118 using NECastToU16Fixture = CastValidationFixture<Tensor, Accessor, NECast, T, uint16_t>;
119 template <typename T>
120 using NECastToS16Fixture = CastValidationFixture<Tensor, Accessor, NECast, T, int16_t>;
121 template <typename T>
122 using NECastToU32Fixture = CastValidationFixture<Tensor, Accessor, NECast, T, uint32_t>;
123 template <typename T>
124 using NECastToS32Fixture = CastValidationFixture<Tensor, Accessor, NECast, T, int32_t>;
125 template <typename T>
126 using NECastToU64Fixture = CastValidationFixture<Tensor, Accessor, NECast, T, uint64_t>;
127 template <typename T>
128 using NECastToS64Fixture = CastValidationFixture<Tensor, Accessor, NECast, T, int64_t>;
129 template <typename T>
130 using NECastToF16Fixture = CastValidationFixture<Tensor, Accessor, NECast, T, half>;
131 template <typename T>
132 using NECastToF32Fixture = CastValidationFixture<Tensor, Accessor, NECast, T, float>;
133 template <typename T>
134 using NECastToQASYMM8Fixture = CastValidationFixture<Tensor, Accessor, NECast, T, uint8_t>;
135 template <typename T>
136 using NECastToQASYMM8_SIGNEDFixture = CastValidationFixture<Tensor, Accessor, NECast, T, int8_t>;
137 
138 #define CAST_SUITE(NAME, idt, odt, type, dataset, tolerance) \
139  TEST_SUITE(NAME) \
140  FIXTURE_DATA_TEST_CASE(RunSmall, type, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallShapes(), dataset), \
141  datasets::ConvertPolicies())) \
142  { \
143  validate(Accessor(_target), _reference, tolerance); \
144  } \
145  TEST_SUITE_END()
146 
147 //QASYMM8_SIGNED
148 CAST_SUITE(QASYMM8_SIGNED_to_S16, DataType::QASYMM8_SIGNED, DataType::S16, NECastToS16Fixture<int8_t>, CastQASYMM8_SIGNEDtoS16Dataset, one_tolerance)
149 CAST_SUITE(QASYMM8_SIGNED_to_S32, DataType::QASYMM8_SIGNED, DataType::S32, NECastToS32Fixture<int8_t>, CastQASYMM8_SIGNEDtoS32Dataset, one_tolerance)
150 CAST_SUITE(QASYMM8_SIGNED_to_F32, DataType::QASYMM8_SIGNED, DataType::F32, NECastToF32Fixture<int8_t>, CastQASYMM8_SIGNEDtoF32Dataset, one_tolerance)
151 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
152 CAST_SUITE(QASYMM8_SIGNED_to_F16, DataType::QASYMM8_SIGNED, DataType::F16, NECastToF16Fixture<int8_t>, CastQASYMM8_SIGNEDtoF16Dataset, one_tolerance)
153 #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
154 
155 //QASYMM8
156 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
157 CAST_SUITE(QASYMM8_to_F16, DataType::QASYMM8, DataType::F16, NECastToF16Fixture<uint8_t>, CastQASYMM8toF16Dataset, one_tolerance)
158 #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
159 CAST_SUITE(QASYMM8_to_F32, DataType::QASYMM8, DataType::F32, NECastToF32Fixture<uint8_t>, CastQASYMM8toF32Dataset, one_tolerance)
160 CAST_SUITE(QASYMM8_to_S32, DataType::QASYMM8, DataType::S32, NECastToS32Fixture<uint8_t>, CastQASYMM8toS32Dataset, one_tolerance)
161 
162 // U8
163 CAST_SUITE(U8_to_U16, DataType::U8, DataType::U16, NECastToU16Fixture<uint8_t>, CastU8toU16Dataset, zero_tolerance)
164 CAST_SUITE(U8_to_S16, DataType::U8, DataType::S16, NECastToS16Fixture<uint8_t>, CastU8toS16Dataset, zero_tolerance)
165 CAST_SUITE(U8_to_S32, DataType::U8, DataType::S32, NECastToS32Fixture<uint8_t>, CastU8toS32Dataset, zero_tolerance)
166 CAST_SUITE(U8_to_F32, DataType::U8, DataType::F32, NECastToF32Fixture<uint8_t>, CastU8toF32Dataset, zero_tolerance)
167 
168 // U16
169 CAST_SUITE(U16_to_U8, DataType::U16, DataType::U8, NECastToU8Fixture<uint16_t>, CastU16toU8Dataset, zero_tolerance)
170 CAST_SUITE(U16_to_U32, DataType::U16, DataType::U32, NECastToU32Fixture<uint16_t>, CastU16toU32Dataset, zero_tolerance)
171 
172 // S16
173 CAST_SUITE(S16_to_QASYMM8_SIGNED, DataType::S16, DataType::QASYMM8_SIGNED, NECastToQASYMM8_SIGNEDFixture<int16_t>, CastS16toQASYMM8_SIGNEDDataset, zero_tolerance)
174 CAST_SUITE(S16_to_U8, DataType::S16, DataType::U8, NECastToU8Fixture<int16_t>, CastS16toU8Dataset, zero_tolerance)
175 CAST_SUITE(S16_to_S32, DataType::S16, DataType::S32, NECastToS32Fixture<int16_t>, CastS16toS32Dataset, zero_tolerance)
176 
177 // S32
178 CAST_SUITE(S32_to_QASYMM8_SIGNED, DataType::S32, DataType::QASYMM8_SIGNED, NECastToQASYMM8_SIGNEDFixture<int32_t>, CastS32toQASYMM8_SIGNEDDataset, one_tolerance)
179 CAST_SUITE(S32_to_QASYMM8, DataType::S32, DataType::QASYMM8, NECastToQASYMM8Fixture<int32_t>, CastS32toQASYMM8Dataset, one_tolerance)
180 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
181 CAST_SUITE(S32_to_F16, DataType::S32, DataType::F16, NECastToF16Fixture<int32_t>, CastS32toF16Dataset, zero_tolerance)
182 #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
183 CAST_SUITE(S32_to_F32, DataType::S32, DataType::F32, NECastToF32Fixture<int32_t>, CastS32toF32Dataset, one_tolerance)
184 CAST_SUITE(S32_to_U8, DataType::S32, DataType::U8, NECastToU8Fixture<int32_t>, CastS32toU8Dataset, one_tolerance)
185 
186 // F16
187 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
188 CAST_SUITE(F16_to_QASYMM8_SIGNED, DataType::F16, DataType::QASYMM8_SIGNED, NECastToQASYMM8_SIGNEDFixture<half>, CastF16toQASYMM8_SIGNEDDataset, one_tolerance)
189 CAST_SUITE(F16_to_QASYMM8, DataType::F16, DataType::QASYMM8, NECastToQASYMM8Fixture<half>, CastF16toQASYMM8Dataset, one_tolerance)
190 CAST_SUITE(F16_to_F32, DataType::F16, DataType::F32, NECastToF32Fixture<half>, CastF16toF32Dataset, zero_tolerance)
191 CAST_SUITE(F16_to_S32, DataType::F16, DataType::S32, NECastToS32Fixture<half>, CastF16toS32Dataset, one_tolerance)
192 #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
193 
194 // F32
195 CAST_SUITE(F32_to_QASYMM8_SIGNED, DataType::F32, DataType::QASYMM8_SIGNED, NECastToQASYMM8_SIGNEDFixture<float>, CastF32toQASYMM8_SIGNEDDataset, one_tolerance)
196 CAST_SUITE(F32_to_QASYMM8, DataType::F32, DataType::QASYMM8, NECastToQASYMM8Fixture<float>, CastF32toQASYMM8Dataset, one_tolerance)
197 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
198 CAST_SUITE(F32_to_F16, DataType::F32, DataType::F16, NECastToF16Fixture<float>, CastF32toF16Dataset, zero_tolerance)
199 #endif // __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
200 CAST_SUITE(F32_to_S32, DataType::F32, DataType::S32, NECastToS32Fixture<float>, CastF32toS32Dataset, one_tolerance)
201 CAST_SUITE(F32_to_U8, DataType::F32, DataType::S32, NECastToS32Fixture<float>, CastF32toS32Dataset, one_tolerance)
202 
203 #ifdef __aarch64__
204 // S64
205 CAST_SUITE(S64_to_F32, DataType::S64, DataType::F32, NECastToF32Fixture<int64_t>, CastS64toF32Dataset, zero_tolerance)
206 
207 // U64
208 CAST_SUITE(U64_to_F32, DataType::U64, DataType::F32, NECastToF32Fixture<uint64_t>, CastU64toF32Dataset, zero_tolerance)
209 #endif // __aarch64__
210 
211 DATA_TEST_CASE(KernelSelectionDstFP16, framework::DatasetMode::ALL,
212  combine(framework::dataset::make("CpuExt", std::string("NEON")),
213  framework::dataset::make("DataType",
214 {
215  DataType::F16,
216  DataType::U8,
217  DataType::S32,
218  DataType::QASYMM8,
219  DataType::QASYMM8_SIGNED,
220 })),
221 cpu_ext, data_type)
222 {
223  using namespace cpu::kernels;
224  const CpuCastKernel::CastKernel *selected_impl;
225 
226  cpuinfo::CpuIsaInfo cpu_isa{};
227  cpu_isa.neon = (cpu_ext == "NEON");
228  cpu_isa.fp16 = true;
229 
230  selected_impl = CpuCastKernel::get_implementation(CastDataTypeISASelectorData{ data_type, DataType::F16, cpu_isa }, cpu::KernelSelectionType::Preferred);
231  ARM_COMPUTE_ERROR_ON_NULLPTR(selected_impl);
232 
233  std::string expected = lower_string(cpu_ext) + "_" + cpu_impl_dt(data_type) + "_cast";
234  std::string actual = selected_impl->name;
235 
236  ARM_COMPUTE_EXPECT_EQUAL(expected, actual, framework::LogLevel::ERRORS);
237 }
238 
239 DATA_TEST_CASE(KernelSelectionSrcFP32, framework::DatasetMode::ALL,
240  combine(framework::dataset::make("CpuExt", std::string("NEON")),
241  framework::dataset::make("DataType",
242 {
243  DataType::F16,
244 })),
245 cpu_ext, data_type)
246 {
247  using namespace cpu::kernels;
248 
249  cpuinfo::CpuIsaInfo cpu_isa{};
250  cpu_isa.neon = (cpu_ext == "NEON");
251  cpu_isa.fp16 = (data_type == DataType::F16);
252 
253  const auto *selected_impl = CpuCastKernel::get_implementation(CastDataTypeISASelectorData{ DataType::F32, data_type, cpu_isa }, cpu::KernelSelectionType::Preferred);
254 
255  ARM_COMPUTE_ERROR_ON_NULLPTR(selected_impl);
256 
257  std::string expected = lower_string(cpu_ext) + "_fp32_to_" + cpu_impl_dt(data_type) + "_cast";
258  std::string actual = selected_impl->name;
259 
260  ARM_COMPUTE_EXPECT_EQUAL(expected, actual, framework::LogLevel::ERRORS);
261 }
262 
263 TEST_SUITE_END() // Cast
264 TEST_SUITE_END() // Neon
265 } // namespace validation
266 } // namespace test
267 } // namespace arm_compute
Datasets.h
arm_compute::test::validation::TEST_SUITE_END
TEST_SUITE_END() FIXTURE_DATA_TEST_CASE(RunSmall
[CLActivationLayer Test snippet]
Definition: DequantizationLayer.cpp:111
PaddingCalculator.h
arm_compute::DataType::U64
@ U64
unsigned 64-bit number
arm_compute::cpuinfo::CpuIsaInfo
CPU ISA (Instruction Set Architecture) information.
Definition: CpuIsaInfo.h:37
arm_compute::test::validation::actual
std::string actual
Definition: Cast.cpp:234
arm_compute::test::validation::NECastToU8Fixture
CastValidationFixture< Tensor, Accessor, NECast, T, uint8_t > NECastToU8Fixture
Definition: Cast.cpp:114
arm_compute::test::validation::DATA_TEST_CASE
DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::QASYMM8), TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QSYMM16), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QSYMM16), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QSYMM16), }), framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F16), TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QASYMM8), TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::QASYMM8), TensorInfo(TensorShape(30U, 11U, 2U), 1, DataType::F32), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QSYMM16, QuantizationInfo(1.f/32768.f, 0)), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QSYMM16, QuantizationInfo(1.f/32768.f, 0)), TensorInfo(TensorShape(32U, 13U, 2U), 1, DataType::QSYMM16, QuantizationInfo(1.f/32768.f, 0)), })), framework::dataset::make("ActivationInfo", { ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU), ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU), ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU), ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU), ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::TANH), ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU), ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::TANH), ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC), ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::SQRT), })), framework::dataset::make("Expected", { false, true, true, true, false, false, true, true, false })), input_info, output_info, act_info, expected)
Definition: ActivationLayer.cpp:100
arm_compute::cpuinfo::CpuIsaInfo::neon
bool neon
Definition: CpuIsaInfo.h:40
arm_compute::test::validation::combine
combine(datasets::SmallShapes(), framework::dataset::make("DataType", DataType::F32)))
Definition: AbsLayer.cpp:65
arm_compute::test::validation::NECastToF16Fixture
CastValidationFixture< Tensor, Accessor, NECast, T, half > NECastToF16Fixture
Definition: Cast.cpp:130
arm_compute::test::validation::NECastToF32Fixture
CastValidationFixture< Tensor, Accessor, NECast, T, float > NECastToF32Fixture
Definition: Cast.cpp:132
arm_compute::DataType::QASYMM8
@ QASYMM8
quantized, asymmetric fixed-point 8-bit number unsigned
arm_compute::DataType::U16
@ U16
unsigned 16-bit number
arm_compute::lower_string
std::string lower_string(const std::string &val)
Lower a given string.
Definition: StringUtils.cpp:38
Types.h
arm_compute::cpuinfo::CpuIsaInfo::fp16
bool fp16
Definition: CpuIsaInfo.h:47
arm_compute::cpu::KernelSelectionType::Preferred
@ Preferred
Retrieve the best implementation available for the given Cpu ISA, ignoring the build flags.
arm_compute::test::validation::cpu_isa
cpuinfo::CpuIsaInfo cpu_isa
Definition: Cast.cpp:226
StringUtils.h
arm_compute::test::validation::NECastToQASYMM8_SIGNEDFixture
CastValidationFixture< Tensor, Accessor, NECast, T, int8_t > NECastToQASYMM8_SIGNEDFixture
Definition: Cast.cpp:136
arm_compute::test::validation::NECastToU32Fixture
CastValidationFixture< Tensor, Accessor, NECast, T, uint32_t > NECastToU32Fixture
Definition: Cast.cpp:122
arm_compute::test::validation::cpu_ext
cpu_ext
Definition: Cast.cpp:221
CpuIsaInfo.h
TensorAllocator.h
arm_compute::test::framework::DatasetMode::ALL
@ ALL
NECast.h
arm_compute::DataType::U32
@ U32
unsigned 32-bit number
arm_compute::DataType::U8
@ U8
unsigned 8-bit number
Asserts.h
Accessor.h
arm_compute::cpu_impl_dt
std::string cpu_impl_dt(const DataType &data_type)
Returns the suffix string of CPU kernel implementation names based on the given data type.
Definition: DataTypeUtils.h:487
arm_compute::DataType::S16
@ S16
signed 16-bit number
CpuCastKernel.h
arm_compute::DataType::QASYMM8_SIGNED
@ QASYMM8_SIGNED
quantized, asymmetric fixed-point 8-bit number signed
Macros.h
CAST_SUITE
#define CAST_SUITE(NAME, idt, odt, type, dataset, tolerance)
Definition: Cast.cpp:138
arm_compute::test::validation::NECastToU64Fixture
CastValidationFixture< Tensor, Accessor, NECast, T, uint64_t > NECastToU64Fixture
Definition: Cast.cpp:126
arm_compute::test::validation::NECastToS64Fixture
CastValidationFixture< Tensor, Accessor, NECast, T, int64_t > NECastToS64Fixture
Definition: Cast.cpp:128
Tensor.h
arm_compute::test::framework::dataset::make
std::enable_if< is_container< T >::value, ContainerDataset< T > >::type make(std::string name, T &&values)
Helper function to create a ContainerDataset.
Definition: ContainerDataset.h:160
arm_compute::test::validation::data_type
data_type
Definition: Cast.cpp:222
Validation.h
arm_compute::test::validation::NECastToS32Fixture
CastValidationFixture< Tensor, Accessor, NECast, T, int32_t > NECastToS32Fixture
Definition: Cast.cpp:124
arm_compute::test::validation::selected_impl
const CpuCastKernel::CastKernel * selected_impl
Definition: Cast.cpp:224
arm_compute::test::validation::NECastToS16Fixture
CastValidationFixture< Tensor, Accessor, NECast, T, int16_t > NECastToS16Fixture
Definition: Cast.cpp:120
arm_compute::test::validation::NECastToQASYMM8Fixture
CastValidationFixture< Tensor, Accessor, NECast, T, uint8_t > NECastToQASYMM8Fixture
Definition: Cast.cpp:134
arm_compute::DataType::S64
@ S64
signed 64-bit number
arm_compute::test::validation::ARM_COMPUTE_EXPECT_EQUAL
ARM_COMPUTE_EXPECT_EQUAL(expected, actual, framework::LogLevel::ERRORS)
arm_compute
Copyright (c) 2017-2023 Arm Limited.
Definition: introduction.dox:24
arm_compute::test::validation::TEST_SUITE
TEST_SUITE(QASYMM8_to_F32) FIXTURE_DATA_TEST_CASE(RunSmall
arm_compute::DataType::F16
@ F16
16-bit floating-point number
arm_compute::DataType::S32
@ S32
signed 32-bit number
arm_compute::test::validation::NECastToU16Fixture
CastValidationFixture< Tensor, Accessor, NECast, T, uint16_t > NECastToU16Fixture
Definition: Cast.cpp:118
arm_compute::test::validation::expected
expected
Definition: BatchNormalizationLayer.cpp:166
arm_compute::DataType::F32
@ F32
32-bit floating-point number
arm_compute::test::validation::NECastToS8Fixture
CastValidationFixture< Tensor, Accessor, NECast, T, int8_t > NECastToS8Fixture
Definition: Cast.cpp:116
arm_compute::test::validation::ARM_COMPUTE_ERROR_ON_NULLPTR
ARM_COMPUTE_ERROR_ON_NULLPTR(selected_impl)
arm_compute::DataType
DataType
Available data types.
Definition: CoreTypes.h:83
arm_compute::test::framework::LogLevel::ERRORS
@ ERRORS