How do you pack one 32bit int Into 4, 8bit ints in glsl / webgl?

问题

I'm looking to parallelize some complex math, and webgl looks like the perfect way to do it. The problem is, you can only read 8 bit integers from textures. I would ideally like to get 32 bit numbers out of the texture. I had the idea of using the 4 color channels to get 32 bits per pixel, instead of 4 times 8 bits.

My problem is, glsl doesn't have a "%" operator or any bitwise operator!

TLDR: How do I convert a 32bit number to 4 8bit numbers by using the operators in glsl.

Some extra info on the technique (using bitwise operators):

How to store a 64 bit integer in two 32 bit integers and convert back again

回答1:

You can bitshift by multiplying/dividing by powers of two.

As pointed out in the comments the approach I originally posted was working but incorrect, here's one by Aras Pranckevičius, note that the source code in the post itself contains a typo and is HLSL, this is a GLSL port with the typo corrected:

const vec4 bitEnc = vec4(1.,255.,65025.,16581375.);
const vec4 bitDec = 1./bitEnc;
vec4 EncodeFloatRGBA (float v) {
    vec4 enc = bitEnc * v;
    enc = fract(enc);
    enc -= enc.yzww * vec2(1./255., 0.).xxxy;
    return enc;
}
float DecodeFloatRGBA (vec4 v) {
    return dot(v, bitDec);
}

回答2:

In general, if you want to pack the significant digits of a floating-point number in bytes, you have consecutively to extract 8 bits packages of the significant digits and store it in a byte.

Encode a floating point number in a predefined range

In order to pack a floating-point value in 4 * 8-bit buffers, the range of the source values must first be specified.
If you have defined a value range [minVal, maxVal], it has to be mapped to the range [0.0, 1.0]:

float mapVal = clamp((value-minVal)/(maxVal-minVal), 0.0, 1.0);

The function Encode packs a floating point value in the range [0.0, 1.0] into a vec4:

vec4 Encode( in float value )
{
    value *= (256.0*256.0*256.0 - 1.0) / (256.0*256.0*256.0);
    vec4 encode = fract( value * vec4(1.0, 256.0, 256.0*256.0, 256.0*256.0*256.0) );
    return vec4( encode.xyz - encode.yzw / 256.0, encode.w ) + 1.0/512.0;
}

The function Decode extracts a floating point value in the range [0.0, 1.0] from a vec4:

float Decode( in vec4 pack )
{
    float value = dot( pack, 1.0 / vec4(1.0, 256.0, 256.0*256.0, 256.0*256.0*256.0) );
    return value * (256.0*256.0*256.0) / (256.0*256.0*256.0 - 1.0);
}

The following functions packs and extracts an floating point value in and from the range [minVal, maxVal]:

vec4 EncodeRange( in float value, flaot minVal, maxVal )
{
    value = clamp( (value-minVal) / (maxVal-minVal), 0.0, 1.0 );
    value *= (256.0*256.0*256.0 - 1.0) / (256.0*256.0*256.0);
    vec4 encode = fract( value * vec4(1.0, 256.0, 256.0*256.0, 256.0*256.0*256.0) );
    return vec4( encode.xyz - encode.yzw / 256.0, encode.w ) + 1.0/512.0;
}

float DecodeRange( in vec4 pack, flaot minVal, maxVal )
{
    value = dot( pack, 1.0 / vec4(1.0, 256.0, 256.0*256.0, 256.0*256.0*256.0) );
    value *= (256.0*256.0*256.0) / (256.0*256.0*256.0 - 1.0);
    return mix( minVal, maxVal, value );
}

Encode a floating point number with an exponent

Another possibility is to encode the the significant digits to 3 * 8-bits of the RGB values and the exponent to the 8-bits of the alpha channel:

vec4 EncodeExp( in float value )
{
    int exponent  = int( log2( abs( value ) ) + 1.0 );
    value        /= exp2( float( exponent ) );
    value         = (value + 1.0) * (256.0*256.0*256.0 - 1.0) / (2.0*256.0*256.0*256.0);
    vec4 encode   = fract( value * vec4(1.0, 256.0, 256.0*256.0, 256.0*256.0*256.0) );
    return vec4( encode.xyz - encode.yzw / 256.0 + 1.0/512.0, (float(exponent) + 127.5) / 256.0 );
}

float DecodeExp( in vec4 pack )
{
    int exponent = int( pack.w * 256.0 - 127.0 );
    float value  = dot( pack.xyz, 1.0 / vec3(1.0, 256.0, 256.0*256.0) );
    value        = value * (2.0*256.0*256.0*256.0) / (256.0*256.0*256.0 - 1.0) - 1.0;
    return value * exp2( float(exponent) );
}

Note, since a standard 32-bit IEEE 754 number has only 24 significant digits, it is completely sufficient to encode the number in 3 bytes.

See also the answers to teh following questions:

How do I convert between float and vec4,vec3,vec2?
OpenGL ES write depth data to color
Encode floating point grayscale in RGB color within an H264 and reread depth value in unity
convert color to world space coords (GLSL ES):

回答3:

Everyone is absolutely correct in how to handle something like this in WebGl, but I wanted to share a trick for getting the values in and out.

Assuming you want to do some comparison on two values that fit in 16 bits:

let data16bit = new Uint16Array(1000000);
for(let i=0; i < data16bit.length; i+=2){
    data16[i]   = Math.random()*(2**16);
    data16[i+1] = Math.random()*(2**16);
}
let texture = new Uint8Array(data16bit.buffer);

Now when you get your values in your fragment shader, you can pick up the numbers for manipulation:

vec4 here = texture2D(u_image, v_texCoord);
vec2 a = here.rg;
vec2 b = here.ba;
if(a == b){
    here.a = 1;
}
else{
    here.a = 0;
}
gl_FragColor = here;

The point is just a reminder that you can treat your javascript memory as different sizes (rather than trying to do bit shifting and breaking it up).

来源：https://stackoverflow.com/questions/18453302/how-do-you-pack-one-32bit-int-into-4-8bit-ints-in-glsl-webgl

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