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| 40 | |
| 41 | #include "qfloat16.h" |
| 42 | #include "private/qsimd_p.h" |
| 43 | #include <cmath> // for fpclassify()'s return values |
| 44 | |
| 45 | QT_BEGIN_NAMESPACE |
| 46 | |
| 47 | /*! |
| 48 | \class qfloat16 |
| 49 | \keyword 16-bit Floating Point Support |
| 50 | \ingroup funclists |
| 51 | \inmodule QtCore |
| 52 | \inheaderfile QFloat16 |
| 53 | \brief Provides 16-bit floating point support. |
| 54 | |
| 55 | The \c qfloat16 class provides support for half-precision (16-bit) floating |
| 56 | point data. It is fully compliant with IEEE 754 as a storage type. This |
| 57 | implies that any arithmetic operation on a \c qfloat16 instance results in |
| 58 | the value first being converted to a \c float. This conversion to and from |
| 59 | \c float is performed by hardware when possible, but on processors that do |
| 60 | not natively support half-precision, the conversion is performed through a |
| 61 | sequence of lookup table operations. |
| 62 | |
| 63 | \c qfloat16 should be treated as if it were a POD (plain old data) type. |
| 64 | Consequently, none of the supported operations need any elaboration beyond |
| 65 | stating that it supports all arithmetic operators incident to floating point |
| 66 | types. |
| 67 | |
| 68 | \note On x86 and x86-64 that to get hardware accelerated conversions you must |
| 69 | compile with F16C or AVX2 enabled, or use qFloatToFloat16() and qFloatFromFloat16() |
| 70 | which will detect F16C at runtime. |
| 71 | |
| 72 | \since 5.9 |
| 73 | */ |
| 74 | |
| 75 | /*! |
| 76 | \macro QT_NO_FLOAT16_OPERATORS |
| 77 | \relates qfloat16 |
| 78 | \since 5.12.4 |
| 79 | |
| 80 | Defining this macro disables the arithmetic operators for qfloat16. |
| 81 | |
| 82 | This is only necessary on Visual Studio 2017 (and earlier) when including |
| 83 | \c {<QFloat16>} and \c{<bitset>} in the same translation unit, which would |
| 84 | otherwise cause a compilation error due to a toolchain bug (see |
| 85 | [QTBUG-72073]). |
| 86 | */ |
| 87 | |
| 88 | /*! |
| 89 | \fn bool qIsInf(qfloat16 f) |
| 90 | \relates qfloat16 |
| 91 | |
| 92 | Returns true if the \c qfloat16 \a {f} is equivalent to infinity. |
| 93 | |
| 94 | \sa qIsInf |
| 95 | */ |
| 96 | |
| 97 | /*! |
| 98 | \fn bool qIsNaN(qfloat16 f) |
| 99 | \relates qfloat16 |
| 100 | |
| 101 | Returns true if the \c qfloat16 \a {f} is not a number (NaN). |
| 102 | |
| 103 | \sa qIsNaN |
| 104 | */ |
| 105 | |
| 106 | /*! |
| 107 | \fn bool qIsFinite(qfloat16 f) |
| 108 | \relates qfloat16 |
| 109 | |
| 110 | Returns true if the \c qfloat16 \a {f} is a finite number. |
| 111 | |
| 112 | \sa qIsFinite |
| 113 | */ |
| 114 | |
| 115 | /*! |
| 116 | \internal |
| 117 | \since 5.14 |
| 118 | \fn bool qfloat16::isInf() const noexcept |
| 119 | |
| 120 | Tests whether this \c qfloat16 value is an infinity. |
| 121 | |
| 122 | \sa qIsInf() |
| 123 | */ |
| 124 | |
| 125 | /*! |
| 126 | \internal |
| 127 | \since 5.14 |
| 128 | \fn bool qfloat16::isNaN() const noexcept |
| 129 | |
| 130 | Tests whether this \c qfloat16 value is "not a number". |
| 131 | |
| 132 | \sa qIsNaN() |
| 133 | */ |
| 134 | |
| 135 | /*! |
| 136 | \since 5.14 |
| 137 | \fn bool qfloat16::isNormal() const noexcept |
| 138 | |
| 139 | Returns \c true if this \c qfloat16 value is finite and in normal form. |
| 140 | |
| 141 | \sa qFpClassify() |
| 142 | */ |
| 143 | |
| 144 | /*! |
| 145 | \internal |
| 146 | \since 5.14 |
| 147 | \fn bool qfloat16::isFinite() const noexcept |
| 148 | |
| 149 | Tests whether this \c qfloat16 value is finite. |
| 150 | |
| 151 | \sa qIsFinite() |
| 152 | */ |
| 153 | |
| 154 | /*! |
| 155 | \since 5.15 |
| 156 | \fn qfloat16 qfloat16::copySign(qfloat16 sign) const noexcept |
| 157 | |
| 158 | Returns a qfloat16 with the sign of \a sign but the rest of its value taken |
| 159 | from this qfloat16. Serves as qfloat16's equivalent of std::copysign(). |
| 160 | */ |
| 161 | |
| 162 | /*! |
| 163 | \internal |
| 164 | \since 5.14 |
| 165 | Implements qFpClassify() for qfloat16. |
| 166 | |
| 167 | \sa qFpClassify() |
| 168 | */ |
| 169 | int qfloat16::fpClassify() const noexcept |
| 170 | { |
| 171 | return isInf() ? FP_INFINITE : isNaN() ? FP_NAN |
| 172 | : !(b16 & 0x7fff) ? FP_ZERO : isNormal() ? FP_NORMAL : FP_SUBNORMAL; |
| 173 | } |
| 174 | |
| 175 | /*! \fn int qRound(qfloat16 value) |
| 176 | \relates qfloat16 |
| 177 | |
| 178 | Rounds \a value to the nearest integer. |
| 179 | |
| 180 | \sa qRound |
| 181 | */ |
| 182 | |
| 183 | /*! \fn qint64 qRound64(qfloat16 value) |
| 184 | \relates qfloat16 |
| 185 | |
| 186 | Rounds \a value to the nearest 64-bit integer. |
| 187 | |
| 188 | \sa qRound64 |
| 189 | */ |
| 190 | |
| 191 | /*! \fn bool qFuzzyCompare(qfloat16 p1, qfloat16 p2) |
| 192 | \relates qfloat16 |
| 193 | |
| 194 | Compares the floating point value \a p1 and \a p2 and |
| 195 | returns \c true if they are considered equal, otherwise \c false. |
| 196 | |
| 197 | The two numbers are compared in a relative way, where the |
| 198 | exactness is stronger the smaller the numbers are. |
| 199 | */ |
| 200 | |
| 201 | #if QT_COMPILER_SUPPORTS(F16C) |
| 202 | static inline bool hasFastF16() |
| 203 | { |
| 204 | // All processors with F16C also support AVX, but YMM registers |
| 205 | // might not be supported by the OS, or they might be disabled. |
| 206 | return qCpuHasFeature(F16C) && qCpuHasFeature(AVX); |
| 207 | } |
| 208 | |
| 209 | extern "C" { |
| 210 | #ifdef QFLOAT16_INCLUDE_FAST |
| 211 | # define f16cextern static |
| 212 | #else |
| 213 | # define f16cextern extern |
| 214 | #endif |
| 215 | |
| 216 | f16cextern void qFloatToFloat16_fast(quint16 *out, const float *in, qsizetype len) noexcept; |
| 217 | f16cextern void qFloatFromFloat16_fast(float *out, const quint16 *in, qsizetype len) noexcept; |
| 218 | |
| 219 | #undef f16cextern |
| 220 | } |
| 221 | |
| 222 | #elif defined(__ARM_FP16_FORMAT_IEEE) && defined(__ARM_NEON__) && (__ARM_FP & 2) |
| 223 | static inline bool hasFastF16() |
| 224 | { |
| 225 | return true; |
| 226 | } |
| 227 | |
| 228 | static void qFloatToFloat16_fast(quint16 *out, const float *in, qsizetype len) noexcept |
| 229 | { |
| 230 | __fp16 *out_f16 = reinterpret_cast<__fp16 *>(out); |
| 231 | qsizetype i = 0; |
| 232 | for (; i < len - 3; i += 4) |
| 233 | vst1_f16(out_f16 + i, vcvt_f16_f32(vld1q_f32(in + i))); |
| 234 | SIMD_EPILOGUE(i, len, 3) |
| 235 | out_f16[i] = __fp16(in[i]); |
| 236 | } |
| 237 | |
| 238 | static void qFloatFromFloat16_fast(float *out, const quint16 *in, qsizetype len) noexcept |
| 239 | { |
| 240 | const __fp16 *in_f16 = reinterpret_cast<const __fp16 *>(in); |
| 241 | qsizetype i = 0; |
| 242 | for (; i < len - 3; i += 4) |
| 243 | vst1q_f32(out + i, vcvt_f32_f16(vld1_f16(in_f16 + i))); |
| 244 | SIMD_EPILOGUE(i, len, 3) |
| 245 | out[i] = float(in_f16[i]); |
| 246 | } |
| 247 | #else |
| 248 | static inline bool hasFastF16() |
| 249 | { |
| 250 | return false; |
| 251 | } |
| 252 | |
| 253 | static void qFloatToFloat16_fast(quint16 *, const float *, qsizetype) noexcept |
| 254 | { |
| 255 | Q_UNREACHABLE(); |
| 256 | } |
| 257 | |
| 258 | static void qFloatFromFloat16_fast(float *, const quint16 *, qsizetype) noexcept |
| 259 | { |
| 260 | Q_UNREACHABLE(); |
| 261 | } |
| 262 | #endif |
| 263 | /*! |
| 264 | \since 5.11 |
| 265 | \relates qfloat16 |
| 266 | |
| 267 | Converts \a len floats from \a in to qfloat16 and stores them in \a out. |
| 268 | Both \a in and \a out must have \a len allocated entries. |
| 269 | |
| 270 | This function is faster than converting values one by one, and will do runtime |
| 271 | F16C detection on x86 and x86-64 hardware. |
| 272 | */ |
| 273 | Q_CORE_EXPORT void qFloatToFloat16(qfloat16 *out, const float *in, qsizetype len) noexcept |
| 274 | { |
| 275 | if (hasFastF16()) |
| 276 | return qFloatToFloat16_fast(out: reinterpret_cast<quint16 *>(out), in, len); |
| 277 | |
| 278 | for (qsizetype i = 0; i < len; ++i) |
| 279 | out[i] = qfloat16(in[i]); |
| 280 | } |
| 281 | |
| 282 | /*! |
| 283 | \since 5.11 |
| 284 | \relates qfloat16 |
| 285 | |
| 286 | Converts \a len qfloat16 from \a in to floats and stores them in \a out. |
| 287 | Both \a in and \a out must have \a len allocated entries. |
| 288 | |
| 289 | This function is faster than converting values one by one, and will do runtime |
| 290 | F16C detection on x86 and x86-64 hardware. |
| 291 | */ |
| 292 | Q_CORE_EXPORT void qFloatFromFloat16(float *out, const qfloat16 *in, qsizetype len) noexcept |
| 293 | { |
| 294 | if (hasFastF16()) |
| 295 | return qFloatFromFloat16_fast(out, in: reinterpret_cast<const quint16 *>(in), len); |
| 296 | |
| 297 | for (qsizetype i = 0; i < len; ++i) |
| 298 | out[i] = float(in[i]); |
| 299 | } |
| 300 | |
| 301 | QT_END_NAMESPACE |
| 302 | |
| 303 | #include "qfloat16tables.cpp" |
| 304 | #ifdef QFLOAT16_INCLUDE_FAST |
| 305 | # include "qfloat16_f16c.c" |
| 306 | #endif |
| 307 | |