#version 450 core #define PRECISION ${PRECISION} #define FORMAT ${FORMAT} layout(std430) buffer; /* Qualifiers: layout - storage - precision - memory */ layout(set = 0, binding = 0, rgba8i) uniform PRECISION restrict writeonly iimage3D uOutput; layout(set = 0, binding = 1) uniform PRECISION isampler3D uM1; //quantized input layout(set = 0, binding = 2) uniform PRECISION isampler3D uM2; //quantized input layout(set = 0, binding = 3) uniform PRECISION restrict Block { ivec4 size; ivec4 um1_size; ivec4 um2_size; vec2 scales; vec2 out_scale; ivec2 zero_points; ivec2 out_zero_point; } uBlock; layout(local_size_x_id = 0, local_size_y_id = 1, local_size_z_id = 2) in; void main() { const ivec3 pos = ivec3(gl_GlobalInvocationID); ivec3 posx = ivec3(pos.x*2, pos.y*2, pos.z); if (all(lessThan(posx, uBlock.size.xyz))) { vec4 sum = vec4(0); for (int k = 0; k < uBlock.size.w; ++k) { ivec3 inposx = ivec3(2*k, 2*pos.y, pos.z); vec4 intexx = vec4(0.0); if (all(lessThan(inposx, uBlock.um1_size.xyz))) { const vec4 intexx_quant = texelFetch(uM1, inposx, 0); intexx = uBlock.scales.x * (intexx_quant - uBlock.zero_points.x); } ivec3 inposy = ivec3(inposx.x + 1, inposx.y, pos.z); vec4 intexy = vec4(0.0); if (all(lessThan(inposy, uBlock.um1_size.xyz))) { const vec4 intexy_quant = texelFetch(uM1, inposy, 0); intexy = uBlock.scales.x * (intexy_quant - uBlock.zero_points.x); } ivec3 inposz = ivec3(inposx.x, inposx.y + 1, pos.z); vec4 intexz = vec4(0.0); if (all(lessThan(inposz, uBlock.um1_size.xyz))) { const vec4 intexz_quant = texelFetch(uM1, inposz, 0); intexz = uBlock.scales.x * (intexz_quant - uBlock.zero_points.x); } ivec3 inposw = ivec3(inposx.x + 1, inposx.y + 1, pos.z); vec4 intexw = vec4(0.0); if (all(lessThan(inposw, uBlock.um1_size.xyz))) { const vec4 intexw_quant = texelFetch(uM1, inposw, 0); intexw = uBlock.scales.x * (intexw_quant - uBlock.zero_points.x); } vec4 texel1 = vec4(intexx.x, intexy.x, intexz.x, intexw.x); vec4 texel2 = vec4(0.0); ivec3 texel2_loc = ivec3(pos.x, k, pos.z); if (all(lessThan(texel2_loc, uBlock.um2_size.xyz))) { const vec4 texel2_quant = texelFetch(uM2, texel2_loc, 0); texel2 = uBlock.scales.y * (texel2_quant - uBlock.zero_points.y); } sum = fma(texel1.xxzz, texel2.xyxy, sum); sum = fma(texel1.yyww, texel2.zwzw, sum); } vec4 outx = vec4(sum.x, 0, 0, 0); ivec3 posy = ivec3(posx.x+1, posx.y, pos.z); vec4 outy = vec4(sum.y, 0, 0, 0); ivec3 posz = ivec3(posx.x, posx.y+1, pos.z); vec4 outz = vec4(sum.z, 0, 0, 0); ivec3 posw = ivec3(posx.x+1, posx.y+1, pos.z); vec4 outw = vec4(sum.w, 0, 0, 0); outx = roundEven(outx / uBlock.out_scale.x) + uBlock.out_zero_point.x; ivec4 storex = ivec4(outx); imageStore(uOutput, posx, storex); if (all(lessThan(posy, uBlock.size.xyz))) { outy = roundEven(outy / uBlock.out_scale.x) + uBlock.out_zero_point.x; ivec4 storey = ivec4(outy); imageStore(uOutput, posy, storey); } if (all(lessThan(posz, uBlock.size.xyz))) { outz = roundEven(outz / uBlock.out_scale.x) + uBlock.out_zero_point.x; ivec4 storez = ivec4(outz); imageStore(uOutput, posz, storez); } if (all(lessThan(posw, uBlock.size.xyz))) { outw = roundEven(outw / uBlock.out_scale.x) + uBlock.out_zero_point.x; ivec4 storew = ivec4(outw); imageStore(uOutput, posw, storew); } } }