mirror of
https://github.com/ggerganov/llama.cpp.git
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218 lines
17 KiB
C
218 lines
17 KiB
C
#pragma once
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#ifndef IQ2_STORAGE_CLASS
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#include <stdint.h>
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#define IQ2_STORAGE_CLASS static const
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#endif
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IQ2_STORAGE_CLASS uint64_t iq2xxs_grid[256] = {
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0x0808080808080808, 0x080808080808082b, 0x0808080808081919, 0x0808080808082b08,
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0x0808080808082b2b, 0x0808080808190819, 0x0808080808191908, 0x08080808082b0808,
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0x08080808082b082b, 0x08080808082b2b08, 0x08080808082b2b2b, 0x0808080819080819,
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0x0808080819081908, 0x0808080819190808, 0x0808080819192b08, 0x08080808192b0819,
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0x08080808192b1908, 0x080808082b080808, 0x080808082b08082b, 0x080808082b082b2b,
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0x080808082b2b082b, 0x0808081908080819, 0x0808081908081908, 0x0808081908190808,
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0x0808081908191919, 0x0808081919080808, 0x080808192b081908, 0x080808192b192b08,
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0x0808082b08080808, 0x0808082b0808082b, 0x0808082b082b082b, 0x0808082b2b08082b,
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0x0808190808080819, 0x0808190808081908, 0x0808190808190808, 0x08081908082b0819,
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0x08081908082b1908, 0x0808190819080808, 0x080819081908082b, 0x0808190819082b08,
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0x08081908192b0808, 0x080819082b080819, 0x080819082b081908, 0x080819082b190808,
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0x080819082b2b1908, 0x0808191908080808, 0x080819190808082b, 0x0808191908082b08,
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0x08081919082b0808, 0x080819191908192b, 0x08081919192b2b19, 0x080819192b080808,
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0x080819192b190819, 0x0808192b08082b19, 0x0808192b08190808, 0x0808192b19080808,
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0x0808192b2b081908, 0x0808192b2b2b1908, 0x08082b0808080808, 0x08082b0808081919,
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0x08082b0808082b08, 0x08082b0808191908, 0x08082b08082b2b08, 0x08082b0819080819,
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0x08082b0819081908, 0x08082b0819190808, 0x08082b081919082b, 0x08082b082b082b08,
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0x08082b1908081908, 0x08082b1919080808, 0x08082b2b0808082b, 0x08082b2b08191908,
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0x0819080808080819, 0x0819080808081908, 0x0819080808190808, 0x08190808082b0819,
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0x0819080819080808, 0x08190808192b0808, 0x081908082b081908, 0x081908082b190808,
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0x081908082b191919, 0x0819081908080808, 0x0819081908082b08, 0x08190819082b0808,
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0x0819081919190808, 0x0819081919192b2b, 0x081908192b080808, 0x0819082b082b1908,
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0x0819082b19081919, 0x0819190808080808, 0x0819190808082b08, 0x08191908082b0808,
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0x08191908082b1919, 0x0819190819082b19, 0x081919082b080808, 0x0819191908192b08,
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0x08191919192b082b, 0x0819192b08080808, 0x0819192b0819192b, 0x08192b0808080819,
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0x08192b0808081908, 0x08192b0808190808, 0x08192b0819080808, 0x08192b082b080819,
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0x08192b1908080808, 0x08192b1908081919, 0x08192b192b2b0808, 0x08192b2b19190819,
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0x082b080808080808, 0x082b08080808082b, 0x082b080808082b2b, 0x082b080819081908,
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0x082b0808192b0819, 0x082b08082b080808, 0x082b08082b08082b, 0x082b0819082b2b19,
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0x082b081919082b08, 0x082b082b08080808, 0x082b082b0808082b, 0x082b190808080819,
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0x082b190808081908, 0x082b190808190808, 0x082b190819080808, 0x082b19081919192b,
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0x082b191908080808, 0x082b191919080819, 0x082b1919192b1908, 0x082b192b2b190808,
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0x082b2b0808082b08, 0x082b2b08082b0808, 0x082b2b082b191908, 0x082b2b2b19081908,
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0x1908080808080819, 0x1908080808081908, 0x1908080808190808, 0x1908080808192b08,
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0x19080808082b0819, 0x19080808082b1908, 0x1908080819080808, 0x1908080819082b08,
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0x190808081919192b, 0x19080808192b0808, 0x190808082b080819, 0x190808082b081908,
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0x190808082b190808, 0x1908081908080808, 0x19080819082b0808, 0x19080819192b0819,
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0x190808192b080808, 0x190808192b081919, 0x1908082b08080819, 0x1908082b08190808,
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0x1908082b19082b08, 0x1908082b1919192b, 0x1908082b192b2b08, 0x1908190808080808,
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0x1908190808082b08, 0x19081908082b0808, 0x190819082b080808, 0x190819082b192b19,
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0x190819190819082b, 0x19081919082b1908, 0x1908192b08080808, 0x19082b0808080819,
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0x19082b0808081908, 0x19082b0808190808, 0x19082b0819080808, 0x19082b0819081919,
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0x19082b1908080808, 0x19082b1919192b08, 0x19082b19192b0819, 0x19082b192b08082b,
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0x19082b2b19081919, 0x19082b2b2b190808, 0x1919080808080808, 0x1919080808082b08,
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0x1919080808190819, 0x1919080808192b19, 0x19190808082b0808, 0x191908082b080808,
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0x191908082b082b08, 0x1919081908081908, 0x191908191908082b, 0x191908192b2b1908,
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0x1919082b2b190819, 0x191919082b190808, 0x191919082b19082b, 0x1919191908082b2b,
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0x1919192b08080819, 0x1919192b19191908, 0x19192b0808080808, 0x19192b0808190819,
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0x19192b0808192b19, 0x19192b08192b1908, 0x19192b1919080808, 0x19192b2b08082b08,
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0x192b080808081908, 0x192b080808190808, 0x192b080819080808, 0x192b0808192b2b08,
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0x192b081908080808, 0x192b081919191919, 0x192b082b08192b08, 0x192b082b192b0808,
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0x192b190808080808, 0x192b190808081919, 0x192b191908190808, 0x192b19190819082b,
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0x192b19192b081908, 0x192b2b081908082b, 0x2b08080808080808, 0x2b0808080808082b,
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0x2b08080808082b2b, 0x2b08080819080819, 0x2b0808082b08082b, 0x2b08081908081908,
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0x2b08081908192b08, 0x2b08081919080808, 0x2b08082b08190819, 0x2b08190808080819,
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0x2b08190808081908, 0x2b08190808190808, 0x2b08190808191919, 0x2b08190819080808,
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0x2b081908192b0808, 0x2b08191908080808, 0x2b0819191908192b, 0x2b0819192b191908,
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0x2b08192b08082b19, 0x2b08192b19080808, 0x2b08192b192b0808, 0x2b082b080808082b,
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0x2b082b1908081908, 0x2b082b2b08190819, 0x2b19080808081908, 0x2b19080808190808,
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0x2b190808082b1908, 0x2b19080819080808, 0x2b1908082b2b0819, 0x2b1908190819192b,
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0x2b1908192b080808, 0x2b19082b19081919, 0x2b19190808080808, 0x2b191908082b082b,
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0x2b19190819081908, 0x2b19191919190819, 0x2b192b082b080819, 0x2b192b19082b0808,
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0x2b2b08080808082b, 0x2b2b080819190808, 0x2b2b08082b081919, 0x2b2b081908082b19,
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0x2b2b082b08080808, 0x2b2b190808192b08, 0x2b2b2b0819190808, 0x2b2b2b1908081908,
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};
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IQ2_STORAGE_CLASS uint64_t iq2xs_grid[512] = {
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0x0808080808080808, 0x080808080808082b, 0x0808080808081919, 0x0808080808082b08,
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0x0808080808082b2b, 0x0808080808190819, 0x0808080808191908, 0x080808080819192b,
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0x0808080808192b19, 0x08080808082b0808, 0x08080808082b082b, 0x08080808082b1919,
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0x08080808082b2b08, 0x0808080819080819, 0x0808080819081908, 0x080808081908192b,
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0x0808080819082b19, 0x0808080819190808, 0x080808081919082b, 0x0808080819191919,
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0x0808080819192b08, 0x08080808192b0819, 0x08080808192b1908, 0x080808082b080808,
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0x080808082b08082b, 0x080808082b081919, 0x080808082b082b08, 0x080808082b190819,
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0x080808082b191908, 0x080808082b192b19, 0x080808082b2b0808, 0x0808081908080819,
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0x0808081908081908, 0x080808190808192b, 0x0808081908082b19, 0x0808081908190808,
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0x080808190819082b, 0x0808081908191919, 0x0808081908192b08, 0x0808081908192b2b,
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0x08080819082b0819, 0x08080819082b1908, 0x0808081919080808, 0x080808191908082b,
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0x0808081919081919, 0x0808081919082b08, 0x0808081919190819, 0x0808081919191908,
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0x08080819192b0808, 0x08080819192b2b08, 0x080808192b080819, 0x080808192b081908,
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0x080808192b190808, 0x0808082b08080808, 0x0808082b0808082b, 0x0808082b08081919,
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0x0808082b08082b08, 0x0808082b08190819, 0x0808082b08191908, 0x0808082b082b0808,
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0x0808082b19080819, 0x0808082b19081908, 0x0808082b19190808, 0x0808082b19191919,
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0x0808082b2b080808, 0x0808082b2b082b2b, 0x0808190808080819, 0x0808190808081908,
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0x080819080808192b, 0x0808190808082b19, 0x0808190808190808, 0x080819080819082b,
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0x0808190808191919, 0x0808190808192b08, 0x08081908082b0819, 0x08081908082b1908,
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0x0808190819080808, 0x080819081908082b, 0x0808190819081919, 0x0808190819082b08,
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0x0808190819190819, 0x0808190819191908, 0x080819081919192b, 0x08081908192b0808,
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0x080819082b080819, 0x080819082b081908, 0x080819082b190808, 0x0808191908080808,
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0x080819190808082b, 0x0808191908081919, 0x0808191908082b08, 0x0808191908190819,
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0x0808191908191908, 0x08081919082b0808, 0x0808191919080819, 0x0808191919081908,
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0x0808191919190808, 0x08081919192b0819, 0x080819192b080808, 0x0808192b08080819,
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0x0808192b08081908, 0x0808192b08190808, 0x0808192b082b192b, 0x0808192b19080808,
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0x0808192b1908082b, 0x0808192b2b081908, 0x08082b0808080808, 0x08082b080808082b,
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0x08082b0808081919, 0x08082b0808082b08, 0x08082b0808082b2b, 0x08082b0808190819,
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0x08082b0808191908, 0x08082b08082b0808, 0x08082b08082b1919, 0x08082b0819080819,
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0x08082b0819081908, 0x08082b0819190808, 0x08082b0819192b08, 0x08082b082b080808,
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0x08082b082b2b0808, 0x08082b082b2b2b2b, 0x08082b1908080819, 0x08082b1908081908,
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0x08082b1908190808, 0x08082b1919080808, 0x08082b192b080819, 0x08082b192b082b19,
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0x08082b2b08080808, 0x08082b2b082b0808, 0x08082b2b082b2b08, 0x08082b2b2b19192b,
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0x08082b2b2b2b0808, 0x0819080808080819, 0x0819080808081908, 0x081908080808192b,
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0x0819080808082b19, 0x0819080808190808, 0x081908080819082b, 0x0819080808191919,
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0x0819080808192b08, 0x08190808082b0819, 0x08190808082b1908, 0x0819080819080808,
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0x081908081908082b, 0x0819080819081919, 0x0819080819082b08, 0x0819080819190819,
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0x0819080819191908, 0x08190808192b0808, 0x08190808192b2b2b, 0x081908082b080819,
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0x081908082b081908, 0x081908082b190808, 0x0819081908080808, 0x081908190808082b,
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0x0819081908081919, 0x0819081908082b08, 0x0819081908190819, 0x0819081908191908,
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0x08190819082b0808, 0x0819081919080819, 0x0819081919081908, 0x0819081919190808,
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0x081908192b080808, 0x081908192b191908, 0x081908192b19192b, 0x0819082b08080819,
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0x0819082b08081908, 0x0819082b0808192b, 0x0819082b08190808, 0x0819082b19080808,
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0x0819082b192b0808, 0x0819190808080808, 0x081919080808082b, 0x0819190808081919,
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0x0819190808082b08, 0x0819190808190819, 0x0819190808191908, 0x08191908082b0808,
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0x0819190819080819, 0x0819190819081908, 0x0819190819082b19, 0x0819190819190808,
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0x08191908192b1908, 0x081919082b080808, 0x0819191908080819, 0x0819191908081908,
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0x0819191908190808, 0x0819191919080808, 0x0819192b08080808, 0x0819192b08191908,
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0x0819192b19082b19, 0x08192b0808080819, 0x08192b0808081908, 0x08192b0808190808,
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0x08192b080819082b, 0x08192b0819080808, 0x08192b0819191908, 0x08192b082b08192b,
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0x08192b1908080808, 0x08192b1908081919, 0x08192b19192b192b, 0x08192b2b19190819,
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0x08192b2b2b2b2b19, 0x082b080808080808, 0x082b08080808082b, 0x082b080808081919,
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0x082b080808082b08, 0x082b080808082b2b, 0x082b080808190819, 0x082b080808191908,
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0x082b0808082b0808, 0x082b080819080819, 0x082b080819081908, 0x082b080819190808,
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0x082b08082b080808, 0x082b08082b2b0808, 0x082b081908080819, 0x082b081908081908,
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0x082b081908190808, 0x082b081919080808, 0x082b081919082b08, 0x082b0819192b1919,
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0x082b082b08080808, 0x082b082b082b082b, 0x082b082b2b080808, 0x082b082b2b2b2b08,
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0x082b190808080819, 0x082b190808081908, 0x082b190808190808, 0x082b1908082b2b19,
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0x082b190819080808, 0x082b191908080808, 0x082b191919080819, 0x082b19191919082b,
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0x082b19192b192b19, 0x082b192b08080819, 0x082b192b08192b2b, 0x082b192b2b2b192b,
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0x082b2b0808080808, 0x082b2b0808082b08, 0x082b2b0808082b2b, 0x082b2b08082b0808,
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0x082b2b0819191919, 0x082b2b082b082b08, 0x082b2b082b2b082b, 0x082b2b19192b2b08,
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0x082b2b192b190808, 0x082b2b2b08082b08, 0x082b2b2b082b0808, 0x082b2b2b2b08082b,
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0x082b2b2b2b082b08, 0x082b2b2b2b082b2b, 0x1908080808080819, 0x1908080808081908,
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0x190808080808192b, 0x1908080808082b19, 0x1908080808190808, 0x190808080819082b,
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0x1908080808191919, 0x1908080808192b08, 0x19080808082b0819, 0x19080808082b1908,
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0x1908080819080808, 0x190808081908082b, 0x1908080819081919, 0x1908080819082b08,
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0x1908080819082b2b, 0x1908080819190819, 0x1908080819191908, 0x19080808192b0808,
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0x19080808192b1919, 0x190808082b080819, 0x190808082b081908, 0x190808082b190808,
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0x1908081908080808, 0x190808190808082b, 0x1908081908081919, 0x1908081908082b08,
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0x1908081908190819, 0x1908081908191908, 0x19080819082b0808, 0x1908081919080819,
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0x1908081919081908, 0x1908081919190808, 0x190808192b080808, 0x190808192b081919,
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0x190808192b2b082b, 0x1908082b08080819, 0x1908082b08081908, 0x1908082b08190808,
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0x1908082b0819082b, 0x1908082b082b2b19, 0x1908082b19080808, 0x1908190808080808,
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0x190819080808082b, 0x1908190808081919, 0x1908190808082b08, 0x1908190808190819,
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0x1908190808191908, 0x1908190808192b19, 0x19081908082b0808, 0x1908190819080819,
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0x1908190819081908, 0x1908190819190808, 0x190819082b080808, 0x190819082b191908,
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0x1908191908080819, 0x1908191908081908, 0x1908191908190808, 0x19081919082b1908,
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0x1908191919080808, 0x190819192b192b2b, 0x1908192b08080808, 0x1908192b08082b2b,
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0x1908192b19081908, 0x1908192b19190808, 0x19082b0808080819, 0x19082b0808081908,
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0x19082b0808190808, 0x19082b0819080808, 0x19082b0819081919, 0x19082b0819191908,
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0x19082b08192b082b, 0x19082b1908080808, 0x19082b1908190819, 0x19082b1919081908,
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0x19082b1919190808, 0x19082b19192b2b19, 0x19082b2b08081908, 0x1919080808080808,
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0x191908080808082b, 0x1919080808081919, 0x1919080808082b08, 0x1919080808190819,
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0x1919080808191908, 0x19190808082b0808, 0x19190808082b2b08, 0x1919080819080819,
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0x1919080819081908, 0x1919080819190808, 0x191908082b080808, 0x1919081908080819,
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0x1919081908081908, 0x1919081908190808, 0x1919081908191919, 0x1919081919080808,
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0x191908191908082b, 0x1919082b08080808, 0x1919082b19081908, 0x1919082b2b2b2b2b,
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0x1919190808080819, 0x1919190808081908, 0x1919190808190808, 0x19191908082b0819,
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0x1919190819080808, 0x19191908192b0808, 0x191919082b080819, 0x191919082b2b0819,
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0x1919191908080808, 0x1919191908082b08, 0x191919192b080808, 0x191919192b082b08,
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0x1919192b082b0819, 0x1919192b192b2b08, 0x1919192b2b2b0819, 0x19192b0808080808,
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0x19192b0808191908, 0x19192b0819080819, 0x19192b0819190808, 0x19192b082b192b19,
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0x19192b1908192b2b, 0x19192b1919080808, 0x19192b191908082b, 0x19192b2b2b081919,
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0x192b080808080819, 0x192b080808081908, 0x192b080808190808, 0x192b080819080808,
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0x192b080819191908, 0x192b0808192b082b, 0x192b08082b08192b, 0x192b08082b2b2b19,
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0x192b081908080808, 0x192b082b082b1908, 0x192b082b19082b2b, 0x192b082b2b19082b,
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0x192b190808080808, 0x192b19080819192b, 0x192b191908190808, 0x192b191919080808,
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0x192b191919081919, 0x192b19192b2b1908, 0x192b2b0808080819, 0x192b2b08192b2b2b,
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0x192b2b19082b1919, 0x192b2b2b0808192b, 0x192b2b2b19191908, 0x192b2b2b192b082b,
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0x2b08080808080808, 0x2b0808080808082b, 0x2b08080808081919, 0x2b08080808082b08,
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0x2b08080808190819, 0x2b08080808191908, 0x2b080808082b0808, 0x2b080808082b2b2b,
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0x2b08080819080819, 0x2b08080819081908, 0x2b08080819190808, 0x2b0808082b080808,
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0x2b0808082b08082b, 0x2b0808082b2b2b08, 0x2b0808082b2b2b2b, 0x2b08081908080819,
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0x2b08081908081908, 0x2b0808190808192b, 0x2b08081908190808, 0x2b08081919080808,
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|
0x2b08081919190819, 0x2b08081919192b19, 0x2b08082b08080808, 0x2b08082b082b0808,
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|
0x2b08082b2b080808, 0x2b08082b2b08082b, 0x2b08082b2b2b0808, 0x2b08082b2b2b2b08,
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|
0x2b08190808080819, 0x2b08190808081908, 0x2b08190808190808, 0x2b0819080819082b,
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|
0x2b08190808191919, 0x2b08190819080808, 0x2b081908192b0808, 0x2b0819082b082b19,
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|
0x2b08191908080808, 0x2b08191919081908, 0x2b0819192b2b1919, 0x2b08192b08192b08,
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|
0x2b08192b192b2b2b, 0x2b082b0808080808, 0x2b082b0808082b08, 0x2b082b08082b1919,
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0x2b082b0819192b2b, 0x2b082b082b080808, 0x2b082b082b08082b, 0x2b082b082b2b2b08,
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|
0x2b082b190808192b, 0x2b082b2b082b082b, 0x2b082b2b2b080808, 0x2b082b2b2b082b08,
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|
0x2b082b2b2b19192b, 0x2b082b2b2b2b2b08, 0x2b19080808080819, 0x2b19080808081908,
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|
0x2b19080808190808, 0x2b19080819080808, 0x2b1908081919192b, 0x2b1908082b081908,
|
|
0x2b19081908080808, 0x2b190819082b082b, 0x2b190819192b1908, 0x2b19082b1919192b,
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|
0x2b19082b2b082b19, 0x2b19190808080808, 0x2b19190808081919, 0x2b19190819081908,
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|
0x2b19190819190808, 0x2b19190819192b08, 0x2b191919082b2b19, 0x2b1919192b190808,
|
|
0x2b1919192b19082b, 0x2b19192b19080819, 0x2b192b0819190819, 0x2b192b082b2b192b,
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|
0x2b192b1919082b19, 0x2b192b2b08191919, 0x2b192b2b192b0808, 0x2b2b080808080808,
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|
0x2b2b08080808082b, 0x2b2b080808082b08, 0x2b2b080808082b2b, 0x2b2b0808082b0808,
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|
0x2b2b0808082b2b2b, 0x2b2b08082b2b0808, 0x2b2b081919190819, 0x2b2b081919192b19,
|
|
0x2b2b08192b2b192b, 0x2b2b082b08080808, 0x2b2b082b0808082b, 0x2b2b082b08082b08,
|
|
0x2b2b082b082b2b2b, 0x2b2b082b2b080808, 0x2b2b082b2b2b0808, 0x2b2b190819080808,
|
|
0x2b2b19082b191919, 0x2b2b192b192b1919, 0x2b2b192b2b192b08, 0x2b2b2b0808082b2b,
|
|
0x2b2b2b08082b0808, 0x2b2b2b08082b082b, 0x2b2b2b08082b2b08, 0x2b2b2b082b2b0808,
|
|
0x2b2b2b082b2b2b08, 0x2b2b2b1908081908, 0x2b2b2b192b081908, 0x2b2b2b192b08192b,
|
|
0x2b2b2b2b082b2b08, 0x2b2b2b2b082b2b2b, 0x2b2b2b2b2b190819, 0x2b2b2b2b2b2b2b2b,
|
|
};
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|
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IQ2_STORAGE_CLASS uint8_t ksigns_iq2xs[128] = {
|
|
0, 129, 130, 3, 132, 5, 6, 135, 136, 9, 10, 139, 12, 141, 142, 15,
|
|
144, 17, 18, 147, 20, 149, 150, 23, 24, 153, 154, 27, 156, 29, 30, 159,
|
|
160, 33, 34, 163, 36, 165, 166, 39, 40, 169, 170, 43, 172, 45, 46, 175,
|
|
48, 177, 178, 51, 180, 53, 54, 183, 184, 57, 58, 187, 60, 189, 190, 63,
|
|
192, 65, 66, 195, 68, 197, 198, 71, 72, 201, 202, 75, 204, 77, 78, 207,
|
|
80, 209, 210, 83, 212, 85, 86, 215, 216, 89, 90, 219, 92, 221, 222, 95,
|
|
96, 225, 226, 99, 228, 101, 102, 231, 232, 105, 106, 235, 108, 237, 238, 111,
|
|
240, 113, 114, 243, 116, 245, 246, 119, 120, 249, 250, 123, 252, 125, 126, 255,
|
|
};
|
|
|
|
IQ2_STORAGE_CLASS uint8_t kmask_iq2xs[8] = {1, 2, 4, 8, 16, 32, 64, 128};
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