From 205893513c8343fdc55789e427fab4c8b536dc12 Mon Sep 17 00:00:00 2001 From: Kenneth Heafield Date: Sun, 26 Jun 2011 18:40:15 -0400 Subject: Quantization --- klm/util/bit_packing.hh | 39 +++++++++++++++++++++++++++------------ 1 file changed, 27 insertions(+), 12 deletions(-) (limited to 'klm/util/bit_packing.hh') diff --git a/klm/util/bit_packing.hh b/klm/util/bit_packing.hh index 5c71c792..b35d80c8 100644 --- a/klm/util/bit_packing.hh +++ b/klm/util/bit_packing.hh @@ -42,47 +42,62 @@ inline uint8_t BitPackShift(uint8_t bit, uint8_t length) { #error "Bit packing code isn't written for your byte order." #endif +inline uint64_t ReadOff(const void *base, uint64_t bit_off) { + return *reinterpret_cast(reinterpret_cast(base) + (bit_off >> 3)); +} + /* Pack integers up to 57 bits using their least significant digits. * The length is specified using mask: * Assumes mask == (1 << length) - 1 where length <= 57. */ -inline uint64_t ReadInt57(const void *base, uint8_t bit, uint8_t length, uint64_t mask) { - return (*reinterpret_cast(base) >> BitPackShift(bit, length)) & mask; +inline uint64_t ReadInt57(const void *base, uint64_t bit_off, uint8_t length, uint64_t mask) { + return (ReadOff(base, bit_off) >> BitPackShift(bit_off & 7, length)) & mask; } /* Assumes value < (1 << length) and length <= 57. * Assumes the memory is zero initially. */ -inline void WriteInt57(void *base, uint8_t bit, uint8_t length, uint64_t value) { - *reinterpret_cast(base) |= (value << BitPackShift(bit, length)); +inline void WriteInt57(void *base, uint64_t bit_off, uint8_t length, uint64_t value) { + *reinterpret_cast(reinterpret_cast(base) + (bit_off >> 3)) |= + (value << BitPackShift(bit_off & 7, length)); +} + +/* Same caveats as above, but for a 25 bit limit. */ +inline uint32_t ReadInt25(const void *base, uint64_t bit_off, uint8_t length, uint32_t mask) { + return (*reinterpret_cast(reinterpret_cast(base) + (bit_off >> 3)) >> BitPackShift(bit_off & 7, length)) & mask; +} + +inline void WriteInt25(void *base, uint64_t bit_off, uint8_t length, uint32_t value) { + *reinterpret_cast(reinterpret_cast(base) + (bit_off >> 3)) |= + (value << BitPackShift(bit_off & 7, length)); } typedef union { float f; uint32_t i; } FloatEnc; -inline float ReadFloat32(const void *base, uint8_t bit) { +inline float ReadFloat32(const void *base, uint64_t bit_off) { FloatEnc encoded; - encoded.i = *reinterpret_cast(base) >> BitPackShift(bit, 32); + encoded.i = ReadOff(base, bit_off) >> BitPackShift(bit_off & 7, 32); return encoded.f; } -inline void WriteFloat32(void *base, uint8_t bit, float value) { +inline void WriteFloat32(void *base, uint64_t bit_off, float value) { FloatEnc encoded; encoded.f = value; - WriteInt57(base, bit, 32, encoded.i); + WriteInt57(base, bit_off, 32, encoded.i); } const uint32_t kSignBit = 0x80000000; -inline float ReadNonPositiveFloat31(const void *base, uint8_t bit) { +inline float ReadNonPositiveFloat31(const void *base, uint64_t bit_off) { FloatEnc encoded; - encoded.i = *reinterpret_cast(base) >> BitPackShift(bit, 31); + encoded.i = ReadOff(base, bit_off) >> BitPackShift(bit_off & 7, 31); // Sign bit set means negative. encoded.i |= kSignBit; return encoded.f; } -inline void WriteNonPositiveFloat31(void *base, uint8_t bit, float value) { +inline void WriteNonPositiveFloat31(void *base, uint64_t bit_off, float value) { FloatEnc encoded; encoded.f = value; encoded.i &= ~kSignBit; - WriteInt57(base, bit, 31, encoded.i); + WriteInt57(base, bit_off, 31, encoded.i); } void BitPackingSanity(); -- cgit v1.2.3