#pragma once #ifndef FP16_FP16_H #define FP16_FP16_H #if defined(__cplusplus) && (__cplusplus >= 201103L) #include #include #elif !defined(__OPENCL_VERSION__) #include #include #endif #ifdef _MSC_VER #include #endif #include /* * Convert a 16-bit floating-point number in IEEE half-precision format, in bit representation, to * a 32-bit floating-point number in IEEE single-precision format, in bit representation. * * @note The implementation doesn't use any floating-point operations. */ static inline uint32_t fp16_ieee_to_fp32_bits(uint16_t h) { /* * Extend the half-precision floating-point number to 32 bits and shift to the upper part of the 32-bit word: * +---+-----+------------+-------------------+ * | S |EEEEE|MM MMMM MMMM|0000 0000 0000 0000| * +---+-----+------------+-------------------+ * Bits 31 26-30 16-25 0-15 * * S - sign bit, E - bits of the biased exponent, M - bits of the mantissa, 0 - zero bits. */ const uint32_t w = (uint32_t) h << 16; /* * Extract the sign of the input number into the high bit of the 32-bit word: * * +---+----------------------------------+ * | S |0000000 00000000 00000000 00000000| * +---+----------------------------------+ * Bits 31 0-31 */ const uint32_t sign = w & UINT32_C(0x80000000); /* * Extract mantissa and biased exponent of the input number into the bits 0-30 of the 32-bit word: * * +---+-----+------------+-------------------+ * | 0 |EEEEE|MM MMMM MMMM|0000 0000 0000 0000| * +---+-----+------------+-------------------+ * Bits 30 27-31 17-26 0-16 */ const uint32_t nonsign = w & UINT32_C(0x7FFFFFFF); /* * Renorm shift is the number of bits to shift mantissa left to make the half-precision number normalized. * If the initial number is normalized, some of its high 6 bits (sign == 0 and 5-bit exponent) equals one. * In this case renorm_shift == 0. If the number is denormalize, renorm_shift > 0. Note that if we shift * denormalized nonsign by renorm_shift, the unit bit of mantissa will shift into exponent, turning the * biased exponent into 1, and making mantissa normalized (i.e. without leading 1). */ #ifdef _MSC_VER unsigned long nonsign_bsr; _BitScanReverse(&nonsign_bsr, (unsigned long) nonsign); uint32_t renorm_shift = (uint32_t) nonsign_bsr ^ 31; #else uint32_t renorm_shift = nonsign ? __builtin_clz(nonsign) : 32; #endif renorm_shift = renorm_shift > 5 ? renorm_shift - 5 : 0; /* * Iff half-precision number has exponent of 15, the addition overflows it into bit 31, * and the subsequent shift turns the high 9 bits into 1. Thus * inf_nan_mask == * 0x7F800000 if the half-precision number had exponent of 15 (i.e. was NaN or infinity) * 0x00000000 otherwise */ const int32_t inf_nan_mask = ((int32_t) (nonsign + 0x04000000) >> 8) & INT32_C(0x7F800000); /* * Iff nonsign is 0, it overflows into 0xFFFFFFFF, turning bit 31 into 1. Otherwise, bit 31 remains 0. * The signed shift right by 31 broadcasts bit 31 into all bits of the zero_mask. Thus * zero_mask == * 0xFFFFFFFF if the half-precision number was zero (+0.0h or -0.0h) * 0x00000000 otherwise */ const int32_t zero_mask = (int32_t) (nonsign - 1) >> 31; /* * 1. Shift nonsign left by renorm_shift to normalize it (if the input was denormal) * 2. Shift nonsign right by 3 so the exponent (5 bits originally) becomes an 8-bit field and 10-bit mantissa * shifts into the 10 high bits of the 23-bit mantissa of IEEE single-precision number. * 3. Add 0x70 to the exponent (starting at bit 23) to compensate the different in exponent bias * (0x7F for single-precision number less 0xF for half-precision number). * 4. Subtract renorm_shift from the exponent (starting at bit 23) to account for renormalization. As renorm_shift * is less than 0x70, this can be combined with step 3. * 5. Binary OR with inf_nan_mask to turn the exponent into 0xFF if the input was NaN or infinity. * 6. Binary ANDNOT with zero_mask to turn the mantissa and exponent into zero if the input was zero. * 7. Combine with the sign of the input number. */ return sign | ((((nonsign << renorm_shift >> 3) + ((0x70 - renorm_shift) << 23)) | inf_nan_mask) & ~zero_mask); } /* * Convert a 16-bit floating-point number in IEEE half-precision format, in bit representation, to * a 32-bit floating-point number in IEEE single-precision format. * * @note The implementation relies on IEEE-like (no assumption about rounding mode and no operations on denormals) * floating-point operations and bitcasts between integer and floating-point variables. */ static inline float fp16_ieee_to_fp32_value(uint16_t h) { /* * Extend the half-precision floating-point number to 32 bits and shift to the upper part of the 32-bit word: * +---+-----+------------+-------------------+ * | S |EEEEE|MM MMMM MMMM|0000 0000 0000 0000| * +---+-----+------------+-------------------+ * Bits 31 26-30 16-25 0-15 * * S - sign bit, E - bits of the biased exponent, M - bits of the mantissa, 0 - zero bits. */ const uint32_t w = (uint32_t) h << 16; /* * Extract the sign of the input number into the high bit of the 32-bit word: * * +---+----------------------------------+ * | S |0000000 00000000 00000000 00000000| * +---+----------------------------------+ * Bits 31 0-31 */ const uint32_t sign = w & UINT32_C(0x80000000); /* * Extract mantissa and biased exponent of the input number into the high bits of the 32-bit word: * * +-----+------------+---------------------+ * |EEEEE|MM MMMM MMMM|0 0000 0000 0000 0000| * +-----+------------+---------------------+ * Bits 27-31 17-26 0-16 */ const uint32_t two_w = w + w; /* * Shift mantissa and exponent into bits 23-28 and bits 13-22 so they become mantissa and exponent * of a single-precision floating-point number: * * S|Exponent | Mantissa * +-+---+-----+------------+----------------+ * |0|000|EEEEE|MM MMMM MMMM|0 0000 0000 0000| * +-+---+-----+------------+----------------+ * Bits | 23-31 | 0-22 * * Next, there are some adjustments to the exponent: * - The exponent needs to be corrected by the difference in exponent bias between single-precision and half-precision * formats (0x7F - 0xF = 0x70) * - Inf and NaN values in the inputs should become Inf and NaN values after conversion to the single-precision number. * Therefore, if the biased exponent of the half-precision input was 0x1F (max possible value), the biased exponent * of the single-precision output must be 0xFF (max possible value). We do this correction in two steps: * - First, we adjust the exponent by (0xFF - 0x1F) = 0xE0 (see exp_offset below) rather than by 0x70 suggested * by the difference in the exponent bias (see above). * - Then we multiply the single-precision result of exponent adjustment by 2**(-112) to reverse the effect of * exponent adjustment by 0xE0 less the necessary exponent adjustment by 0x70 due to difference in exponent bias. * The floating-point multiplication hardware would ensure than Inf and NaN would retain their value on at least * partially IEEE754-compliant implementations. * * Note that the above operations do not handle denormal inputs (where biased exponent == 0). However, they also do not * operate on denormal inputs, and do not produce denormal results. */ const uint32_t exp_offset = UINT32_C(0xE0) << 23; #if defined(__STDC_VERSION__) && (__STDC_VERSION__ >= 199901L) || defined(__GNUC__) && !defined(__STRICT_ANSI__) const float exp_scale = 0x1.0p-112f; #else const float exp_scale = fp32_from_bits(UINT32_C(0x7800000)); #endif const float normalized_value = fp32_from_bits((two_w >> 4) + exp_offset) * exp_scale; /* * Convert denormalized half-precision inputs into single-precision results (always normalized). * Zero inputs are also handled here. * * In a denormalized number the biased exponent is zero, and mantissa has on-zero bits. * First, we shift mantissa into bits 0-9 of the 32-bit word. * * zeros | mantissa * +---------------------------+------------+ * |0000 0000 0000 0000 0000 00|MM MMMM MMMM| * +---------------------------+------------+ * Bits 10-31 0-9 * * Now, remember that denormalized half-precision numbers are represented as: * FP16 = mantissa * 2**(-24). * The trick is to construct a normalized single-precision number with the same mantissa and thehalf-precision input * and with an exponent which would scale the corresponding mantissa bits to 2**(-24). * A normalized single-precision floating-point number is represented as: * FP32 = (1 + mantissa * 2**(-23)) * 2**(exponent - 127) * Therefore, when the biased exponent is 126, a unit change in the mantissa of the input denormalized half-precision * number causes a change of the constructud single-precision number by 2**(-24), i.e. the same ammount. * * The last step is to adjust the bias of the constructed single-precision number. When the input half-precision number * is zero, the constructed single-precision number has the value of * FP32 = 1 * 2**(126 - 127) = 2**(-1) = 0.5 * Therefore, we need to subtract 0.5 from the constructed single-precision number to get the numerical equivalent of * the input half-precision number. */ const uint32_t magic_mask = UINT32_C(126) << 23; const float magic_bias = 0.5f; const float denormalized_value = fp32_from_bits((two_w >> 17) | magic_mask) - magic_bias; /* * - Choose either results of conversion of input as a normalized number, or as a denormalized number, depending on the * input exponent. The variable two_w contains input exponent in bits 27-31, therefore if its smaller than 2**27, the * input is either a denormal number, or zero. * - Combine the result of conversion of exponent and mantissa with the sign of the input number. */ const uint32_t denormalized_cutoff = UINT32_C(1) << 27; const uint32_t result = sign | (two_w < denormalized_cutoff ? fp32_to_bits(denormalized_value) : fp32_to_bits(normalized_value)); return fp32_from_bits(result); } /* * Convert a 32-bit floating-point number in IEEE single-precision format to a 16-bit floating-point number in * IEEE half-precision format, in bit representation. * * @note The implementation relies on IEEE-like (no assumption about rounding mode and no operations on denormals) * floating-point operations and bitcasts between integer and floating-point variables. */ static inline uint16_t fp16_ieee_from_fp32_value(float f) { #if defined(__STDC_VERSION__) && (__STDC_VERSION__ >= 199901L) || defined(__GNUC__) && !defined(__STRICT_ANSI__) const float scale_to_inf = 0x1.0p+112f; const float scale_to_zero = 0x1.0p-110f; #else const float scale_to_inf = fp32_from_bits(UINT32_C(0x77800000)); const float scale_to_zero = fp32_from_bits(UINT32_C(0x08800000)); #endif float base = (fabsf(f) * scale_to_inf) * scale_to_zero; const uint32_t w = fp32_to_bits(f); const uint32_t shl1_w = w + w; const uint32_t sign = w & UINT32_C(0x80000000); uint32_t bias = shl1_w & UINT32_C(0xFF000000); if (bias < UINT32_C(0x71000000)) { bias = UINT32_C(0x71000000); } base = fp32_from_bits((bias >> 1) + UINT32_C(0x07800000)) + base; const uint32_t bits = fp32_to_bits(base); const uint32_t exp_bits = (bits >> 13) & UINT32_C(0x00007C00); const uint32_t mantissa_bits = bits & UINT32_C(0x00000FFF); const uint32_t nonsign = exp_bits + mantissa_bits; return (sign >> 16) | (shl1_w > UINT32_C(0xFF000000) ? UINT16_C(0x7E00) : nonsign); } /* * Convert a 16-bit floating-point number in ARM alternative half-precision format, in bit representation, to * a 32-bit floating-point number in IEEE single-precision format, in bit representation. * * @note The implementation doesn't use any floating-point operations. */ static inline uint32_t fp16_alt_to_fp32_bits(uint16_t h) { /* * Extend the half-precision floating-point number to 32 bits and shift to the upper part of the 32-bit word: * +---+-----+------------+-------------------+ * | S |EEEEE|MM MMMM MMMM|0000 0000 0000 0000| * +---+-----+------------+-------------------+ * Bits 31 26-30 16-25 0-15 * * S - sign bit, E - bits of the biased exponent, M - bits of the mantissa, 0 - zero bits. */ const uint32_t w = (uint32_t) h << 16; /* * Extract the sign of the input number into the high bit of the 32-bit word: * * +---+----------------------------------+ * | S |0000000 00000000 00000000 00000000| * +---+----------------------------------+ * Bits 31 0-31 */ const uint32_t sign = w & UINT32_C(0x80000000); /* * Extract mantissa and biased exponent of the input number into the bits 0-30 of the 32-bit word: * * +---+-----+------------+-------------------+ * | 0 |EEEEE|MM MMMM MMMM|0000 0000 0000 0000| * +---+-----+------------+-------------------+ * Bits 30 27-31 17-26 0-16 */ const uint32_t nonsign = w & UINT32_C(0x7FFFFFFF); /* * Renorm shift is the number of bits to shift mantissa left to make the half-precision number normalized. * If the initial number is normalized, some of its high 6 bits (sign == 0 and 5-bit exponent) equals one. * In this case renorm_shift == 0. If the number is denormalize, renorm_shift > 0. Note that if we shift * denormalized nonsign by renorm_shift, the unit bit of mantissa will shift into exponent, turning the * biased exponent into 1, and making mantissa normalized (i.e. without leading 1). */ #ifdef _MSC_VER unsigned long nonsign_bsr; _BitScanReverse(&nonsign_bsr, (unsigned long) nonsign); uint32_t renorm_shift = (uint32_t) nonsign_bsr ^ 31; #else uint32_t renorm_shift = nonsign ? __builtin_clz(nonsign) : 32; #endif renorm_shift = renorm_shift > 5 ? renorm_shift - 5 : 0; /* * Iff nonsign is 0, it overflows into 0xFFFFFFFF, turning bit 31 into 1. Otherwise, bit 31 remains 0. * The signed shift right by 31 broadcasts bit 31 into all bits of the zero_mask. Thus * zero_mask == * 0xFFFFFFFF if the half-precision number was zero (+0.0h or -0.0h) * 0x00000000 otherwise */ const int32_t zero_mask = (int32_t) (nonsign - 1) >> 31; /* * 1. Shift nonsign left by renorm_shift to normalize it (if the input was denormal) * 2. Shift nonsign right by 3 so the exponent (5 bits originally) becomes an 8-bit field and 10-bit mantissa * shifts into the 10 high bits of the 23-bit mantissa of IEEE single-precision number. * 3. Add 0x70 to the exponent (starting at bit 23) to compensate the different in exponent bias * (0x7F for single-precision number less 0xF for half-precision number). * 4. Subtract renorm_shift from the exponent (starting at bit 23) to account for renormalization. As renorm_shift * is less than 0x70, this can be combined with step 3. * 5. Binary ANDNOT with zero_mask to turn the mantissa and exponent into zero if the input was zero. * 6. Combine with the sign of the input number. */ return sign | (((nonsign << renorm_shift >> 3) + ((0x70 - renorm_shift) << 23)) & ~zero_mask); } /* * Convert a 16-bit floating-point number in ARM alternative half-precision format, in bit representation, to * a 32-bit floating-point number in IEEE single-precision format. * * @note The implementation relies on IEEE-like (no assumption about rounding mode and no operations on denormals) * floating-point operations and bitcasts between integer and floating-point variables. */ static inline float fp16_alt_to_fp32_value(uint16_t h) { /* * Extend the half-precision floating-point number to 32 bits and shift to the upper part of the 32-bit word: * +---+-----+------------+-------------------+ * | S |EEEEE|MM MMMM MMMM|0000 0000 0000 0000| * +---+-----+------------+-------------------+ * Bits 31 26-30 16-25 0-15 * * S - sign bit, E - bits of the biased exponent, M - bits of the mantissa, 0 - zero bits. */ const uint32_t w = (uint32_t) h << 16; /* * Extract the sign of the input number into the high bit of the 32-bit word: * * +---+----------------------------------+ * | S |0000000 00000000 00000000 00000000| * +---+----------------------------------+ * Bits 31 0-31 */ const uint32_t sign = w & UINT32_C(0x80000000); /* * Extract mantissa and biased exponent of the input number into the high bits of the 32-bit word: * * +-----+------------+---------------------+ * |EEEEE|MM MMMM MMMM|0 0000 0000 0000 0000| * +-----+------------+---------------------+ * Bits 27-31 17-26 0-16 */ const uint32_t two_w = w + w; /* * Shift mantissa and exponent into bits 23-28 and bits 13-22 so they become mantissa and exponent * of a single-precision floating-point number: * * S|Exponent | Mantissa * +-+---+-----+------------+----------------+ * |0|000|EEEEE|MM MMMM MMMM|0 0000 0000 0000| * +-+---+-----+------------+----------------+ * Bits | 23-31 | 0-22 * * Next, the exponent is adjusted for the difference in exponent bias between single-precision and half-precision * formats (0x7F - 0xF = 0x70). This operation never overflows or generates non-finite values, as the largest * half-precision exponent is 0x1F and after the adjustment is can not exceed 0x8F < 0xFE (largest single-precision * exponent for non-finite values). * * Note that this operation does not handle denormal inputs (where biased exponent == 0). However, they also do not * operate on denormal inputs, and do not produce denormal results. */ const uint32_t exp_offset = UINT32_C(0x70) << 23; const float normalized_value = fp32_from_bits((two_w >> 4) + exp_offset); /* * Convert denormalized half-precision inputs into single-precision results (always normalized). * Zero inputs are also handled here. * * In a denormalized number the biased exponent is zero, and mantissa has on-zero bits. * First, we shift mantissa into bits 0-9 of the 32-bit word. * * zeros | mantissa * +---------------------------+------------+ * |0000 0000 0000 0000 0000 00|MM MMMM MMMM| * +---------------------------+------------+ * Bits 10-31 0-9 * * Now, remember that denormalized half-precision numbers are represented as: * FP16 = mantissa * 2**(-24). * The trick is to construct a normalized single-precision number with the same mantissa and thehalf-precision input * and with an exponent which would scale the corresponding mantissa bits to 2**(-24). * A normalized single-precision floating-point number is represented as: * FP32 = (1 + mantissa * 2**(-23)) * 2**(exponent - 127) * Therefore, when the biased exponent is 126, a unit change in the mantissa of the input denormalized half-precision * number causes a change of the constructud single-precision number by 2**(-24), i.e. the same ammount. * * The last step is to adjust the bias of the constructed single-precision number. When the input half-precision number * is zero, the constructed single-precision number has the value of * FP32 = 1 * 2**(126 - 127) = 2**(-1) = 0.5 * Therefore, we need to subtract 0.5 from the constructed single-precision number to get the numerical equivalent of * the input half-precision number. */ const uint32_t magic_mask = UINT32_C(126) << 23; const float magic_bias = 0.5f; const float denormalized_value = fp32_from_bits((two_w >> 17) | magic_mask) - magic_bias; /* * - Choose either results of conversion of input as a normalized number, or as a denormalized number, depending on the * input exponent. The variable two_w contains input exponent in bits 27-31, therefore if its smaller than 2**27, the * input is either a denormal number, or zero. * - Combine the result of conversion of exponent and mantissa with the sign of the input number. */ const uint32_t denormalized_cutoff = UINT32_C(1) << 27; const uint32_t result = sign | (two_w < denormalized_cutoff ? fp32_to_bits(denormalized_value) : fp32_to_bits(normalized_value)); return fp32_from_bits(result); } /* * Convert a 32-bit floating-point number in IEEE single-precision format to a 16-bit floating-point number in * ARM alternative half-precision format, in bit representation. * * @note The implementation relies on IEEE-like (no assumption about rounding mode and no operations on denormals) * floating-point operations and bitcasts between integer and floating-point variables. */ static inline uint16_t fp16_alt_from_fp32_value(float f) { const uint32_t w = fp32_to_bits(f); const uint32_t sign = w & UINT32_C(0x80000000); const uint32_t shl1_w = w + w; const uint32_t shl1_max_fp16_fp32 = UINT32_C(0x8FFFC000); const uint32_t shl1_base = shl1_w > shl1_max_fp16_fp32 ? shl1_max_fp16_fp32 : shl1_w; uint32_t shl1_bias = shl1_base & UINT32_C(0xFF000000); const uint32_t exp_difference = 23 - 10; const uint32_t shl1_bias_min = (127 - 1 - exp_difference) << 24; if (shl1_bias < shl1_bias_min) { shl1_bias = shl1_bias_min; } const float bias = fp32_from_bits((shl1_bias >> 1) + ((exp_difference + 2) << 23)); const float base = fp32_from_bits((shl1_base >> 1) + (2 << 23)) + bias; const uint32_t exp_f = fp32_to_bits(base) >> 13; return (sign >> 16) | ((exp_f & UINT32_C(0x00007C00)) + (fp32_to_bits(base) & UINT32_C(0x00000FFF))); } #endif /* FP16_FP16_H */