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DataUtils.js
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DataUtils.js
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import { clamp } from '../math/MathUtils.js';
// Fast Half Float Conversions, http://www.fox-toolkit.org/ftp/fasthalffloatconversion.pdf
const _tables = /*@__PURE__*/ _generateTables();
function _generateTables() {
// float32 to float16 helpers
const buffer = new ArrayBuffer( 4 );
const floatView = new Float32Array( buffer );
const uint32View = new Uint32Array( buffer );
const baseTable = new Uint32Array( 512 );
const shiftTable = new Uint32Array( 512 );
for ( let i = 0; i < 256; ++ i ) {
const e = i - 127;
// very small number (0, -0)
if ( e < - 27 ) {
baseTable[ i ] = 0x0000;
baseTable[ i | 0x100 ] = 0x8000;
shiftTable[ i ] = 24;
shiftTable[ i | 0x100 ] = 24;
// small number (denorm)
} else if ( e < - 14 ) {
baseTable[ i ] = 0x0400 >> ( - e - 14 );
baseTable[ i | 0x100 ] = ( 0x0400 >> ( - e - 14 ) ) | 0x8000;
shiftTable[ i ] = - e - 1;
shiftTable[ i | 0x100 ] = - e - 1;
// normal number
} else if ( e <= 15 ) {
baseTable[ i ] = ( e + 15 ) << 10;
baseTable[ i | 0x100 ] = ( ( e + 15 ) << 10 ) | 0x8000;
shiftTable[ i ] = 13;
shiftTable[ i | 0x100 ] = 13;
// large number (Infinity, -Infinity)
} else if ( e < 128 ) {
baseTable[ i ] = 0x7c00;
baseTable[ i | 0x100 ] = 0xfc00;
shiftTable[ i ] = 24;
shiftTable[ i | 0x100 ] = 24;
// stay (NaN, Infinity, -Infinity)
} else {
baseTable[ i ] = 0x7c00;
baseTable[ i | 0x100 ] = 0xfc00;
shiftTable[ i ] = 13;
shiftTable[ i | 0x100 ] = 13;
}
}
// float16 to float32 helpers
const mantissaTable = new Uint32Array( 2048 );
const exponentTable = new Uint32Array( 64 );
const offsetTable = new Uint32Array( 64 );
for ( let i = 1; i < 1024; ++ i ) {
let m = i << 13; // zero pad mantissa bits
let e = 0; // zero exponent
// normalized
while ( ( m & 0x00800000 ) === 0 ) {
m <<= 1;
e -= 0x00800000; // decrement exponent
}
m &= ~ 0x00800000; // clear leading 1 bit
e += 0x38800000; // adjust bias
mantissaTable[ i ] = m | e;
}
for ( let i = 1024; i < 2048; ++ i ) {
mantissaTable[ i ] = 0x38000000 + ( ( i - 1024 ) << 13 );
}
for ( let i = 1; i < 31; ++ i ) {
exponentTable[ i ] = i << 23;
}
exponentTable[ 31 ] = 0x47800000;
exponentTable[ 32 ] = 0x80000000;
for ( let i = 33; i < 63; ++ i ) {
exponentTable[ i ] = 0x80000000 + ( ( i - 32 ) << 23 );
}
exponentTable[ 63 ] = 0xc7800000;
for ( let i = 1; i < 64; ++ i ) {
if ( i !== 32 ) {
offsetTable[ i ] = 1024;
}
}
return {
floatView: floatView,
uint32View: uint32View,
baseTable: baseTable,
shiftTable: shiftTable,
mantissaTable: mantissaTable,
exponentTable: exponentTable,
offsetTable: offsetTable
};
}
// float32 to float16
function toHalfFloat( val ) {
if ( Math.abs( val ) > 65504 ) console.warn( 'THREE.DataUtils.toHalfFloat(): Value out of range.' );
val = clamp( val, - 65504, 65504 );
_tables.floatView[ 0 ] = val;
const f = _tables.uint32View[ 0 ];
const e = ( f >> 23 ) & 0x1ff;
return _tables.baseTable[ e ] + ( ( f & 0x007fffff ) >> _tables.shiftTable[ e ] );
}
// float16 to float32
function fromHalfFloat( val ) {
const m = val >> 10;
_tables.uint32View[ 0 ] = _tables.mantissaTable[ _tables.offsetTable[ m ] + ( val & 0x3ff ) ] + _tables.exponentTable[ m ];
return _tables.floatView[ 0 ];
}
const DataUtils = {
toHalfFloat: toHalfFloat,
fromHalfFloat: fromHalfFloat,
};
export {
toHalfFloat,
fromHalfFloat,
DataUtils
};