|
1
|
|
|
/* |
|
2
|
|
|
* float: Functions to work with 16, 32 & 64 bit floats. |
|
3
|
|
|
* Copyright (c) 2017 Rafael da Silva Rocha. |
|
4
|
|
|
* https://github.com/rochars/byte-data |
|
5
|
|
|
*/ |
|
6
|
|
|
|
|
7
|
|
|
const helpers = require('../src/helpers'); |
|
8
|
|
|
|
|
9
|
|
|
function getBinary(bytes, rev=false) { |
|
10
|
|
|
let binary = ""; |
|
11
|
|
|
let i = 0; |
|
12
|
|
|
let bytesLength = bytes.length; |
|
13
|
|
|
while(i < bytesLength) { |
|
14
|
|
|
let bits = helpers.lPadZeros(bytes[i].toString(2), 8); |
|
15
|
|
|
if (rev) { |
|
16
|
|
|
binary = binary + bits; |
|
17
|
|
|
} else { |
|
18
|
|
|
binary = bits + binary; |
|
19
|
|
|
} |
|
20
|
|
|
i++; |
|
21
|
|
|
} |
|
22
|
|
|
return binary; |
|
23
|
|
|
} |
|
24
|
|
|
|
|
25
|
|
|
/** |
|
26
|
|
|
* Turn bytes to a float 16.. |
|
27
|
|
|
* Thanks https://stackoverflow.com/a/8796597 |
|
28
|
|
|
* @param {number} bytes 2 bytes representing a float 16. |
|
29
|
|
|
*/ |
|
30
|
|
|
function decodeFloat16 (bytes) { |
|
31
|
|
|
let binary = parseInt(getBinary(bytes, true), 2); |
|
32
|
|
|
let exponent = (binary & 0x7C00) >> 10; |
|
33
|
|
|
let fraction = binary & 0x03FF; |
|
34
|
|
|
let floatValue; |
|
35
|
|
|
if (exponent) { |
|
36
|
|
|
floatValue = Math.pow(2, exponent - 15) * (1 + fraction / 0x400); |
|
37
|
|
|
} else { |
|
38
|
|
|
floatValue = 6.103515625e-5 * (fraction / 0x400); |
|
39
|
|
|
} |
|
40
|
|
|
return floatValue * (binary >> 15 ? -1 : 1); |
|
41
|
|
|
} |
|
42
|
|
|
|
|
43
|
|
|
/** |
|
44
|
|
|
* Turn an array of bytes into a float 64. |
|
45
|
|
|
* Thanks https://gist.github.com/kg/2192799 |
|
46
|
|
|
* @param {!Array<number>} bytes 8 bytes representing a float 64. |
|
47
|
|
|
*/ |
|
48
|
|
|
function decodeFloat64(bytes) { |
|
49
|
|
|
if (bytes.toString() == "0,0,0,0,0,0,0,0") { |
|
50
|
|
|
return 0; |
|
51
|
|
|
} |
|
52
|
|
|
let binary = getBinary(bytes); |
|
53
|
|
|
let significandBin = "1" + binary.substr(1 + 11, 52); |
|
54
|
|
|
let val = 1; |
|
55
|
|
|
let significand = 0; |
|
56
|
|
|
let i = 0; |
|
57
|
|
|
while (i < significandBin.length) { |
|
58
|
|
|
significand += val * parseInt(significandBin.charAt(i), 10); |
|
59
|
|
|
val = val / 2; |
|
60
|
|
|
i++; |
|
61
|
|
|
} |
|
62
|
|
|
let sign = (binary.charAt(0) == "1") ? -1 : 1; |
|
63
|
|
|
let doubleValue = sign * significand * |
|
64
|
|
|
Math.pow(2, parseInt(binary.substr(1, 11), 2) - 1023); |
|
65
|
|
|
return doubleValue; |
|
66
|
|
|
} |
|
67
|
|
|
|
|
68
|
|
|
/** |
|
69
|
|
|
* Unpack a 64 bit float into two words. |
|
70
|
|
|
* Thanks https://stackoverflow.com/a/16043259 |
|
71
|
|
|
* @param {number} value A float64 number. |
|
72
|
|
|
*/ |
|
73
|
|
|
function toFloat64(value) { |
|
74
|
|
|
if (value == 0) { |
|
75
|
|
|
return [0, 0]; |
|
76
|
|
|
} |
|
77
|
|
|
let hiWord = 0; |
|
78
|
|
|
let loWord = 0; |
|
79
|
|
|
if (value <= 0.0) { |
|
80
|
|
|
hiWord = 0x80000000; |
|
81
|
|
|
value = -value; |
|
82
|
|
|
} |
|
83
|
|
|
let exponent = Math.floor( |
|
84
|
|
|
Math.log(value) / Math.log(2)); |
|
85
|
|
|
let significand = Math.floor( |
|
86
|
|
|
(value / Math.pow(2, exponent)) * Math.pow(2, 52)); |
|
87
|
|
|
loWord = significand & 0xFFFFFFFF; |
|
88
|
|
|
significand /= Math.pow(2, 32); |
|
89
|
|
|
exponent += 1023; |
|
90
|
|
|
hiWord = hiWord | (exponent << 20); |
|
91
|
|
|
hiWord = hiWord | (significand & ~(-1 << 20)); |
|
92
|
|
|
return [hiWord, loWord]; |
|
93
|
|
|
} |
|
94
|
|
|
|
|
95
|
|
|
let floatView = new Float32Array(1); |
|
96
|
|
|
let int32View = new Int32Array(floatView.buffer); |
|
97
|
|
|
|
|
98
|
|
|
/** |
|
99
|
|
|
* to-half: int bits of half-precision floating point values |
|
100
|
|
|
* Based on: |
|
101
|
|
|
* https://mail.mozilla.org/pipermail/es-discuss/2017-April/047994.html |
|
102
|
|
|
* https://github.com/rochars/byte-data |
|
103
|
|
|
*/ |
|
104
|
|
|
function toHalf(val) { |
|
105
|
|
|
floatView[0] = val; |
|
106
|
|
|
let x = int32View[0]; |
|
107
|
|
|
let bits = (x >> 16) & 0x8000; |
|
108
|
|
|
let m = (x >> 12) & 0x07ff; |
|
109
|
|
|
let e = (x >> 23) & 0xff; |
|
110
|
|
|
if (e < 103) { |
|
111
|
|
|
return bits; |
|
112
|
|
|
} |
|
113
|
|
|
bits |= ((e - 112) << 10) | (m >> 1); |
|
114
|
|
|
bits += m & 1; |
|
115
|
|
|
return bits; |
|
116
|
|
|
} |
|
117
|
|
|
|
|
118
|
|
|
module.exports.getBinary = getBinary; |
|
119
|
|
|
module.exports.decodeFloat16 = decodeFloat16; |
|
120
|
|
|
module.exports.decodeFloat64 = decodeFloat64; |
|
121
|
|
|
module.exports.toFloat64 = toFloat64; |
|
122
|
|
|
module.exports.toHalf = toHalf; |
|
123
|
|
|
|