llama-cpp-sys-4 0.2.46

#version 450

#include "generic_unary_head.glsl"
#include "types.glsl"

#extension GL_EXT_control_flow_attributes : enable
#define BLOCK_SIZE 512

layout(local_size_x = BLOCK_SIZE, local_size_y = 1, local_size_z = 1) in;

shared FLOAT_TYPE sum[BLOCK_SIZE];

void main() {
    const uint row = gl_WorkGroupID.z * 262144 + gl_WorkGroupID.y * 512 + gl_WorkGroupID.x;
    const uint tid = gl_LocalInvocationID.x;

    const uint i3 = row / (p.ne11 * p.ne12);
    const uint i3_offset = i3 * p.ne12 * p.ne11;
    const uint i2 = (row - i3_offset) / p.ne11;
    const uint i2_offset = i2 * p.ne11;
    const uint i1 = row - i3_offset - i2_offset;

    sum[tid] = FLOAT_TYPE(0.0f); // partial sum for thread in warp

    [[unroll]] for (uint i0 = tid; i0 < p.ne00; i0 += BLOCK_SIZE) {
        const FLOAT_TYPE xi = FLOAT_TYPE(data_a[i3*p.nb03 + i2*p.nb02 + i1*p.nb01 + i0]);
        sum[tid] += xi * xi;
    }

    // sum up partial sums and write back result
    barrier();
    [[unroll]] for (int s = BLOCK_SIZE / 2; s > 0; s >>= 1) {
        if (tid < s) {
            sum[tid] += sum[tid + s];
        }
        barrier();
    }

    const FLOAT_TYPE scale = 1.0f / max(sqrt(sum[0]), FLOAT_TYPE(p.param1));

    [[unroll]] for (uint i0 = tid; i0 < p.ne00; i0 += BLOCK_SIZE) {
        data_d[i3*p.nb13 + i2*p.nb12 + i1*p.nb11 + i0] = D_TYPE(scale * FLOAT_TYPE(data_a[i3*p.nb03 + i2*p.nb02 + i1*p.nb01 + i0]));
    }
}