ggml/src/vulkan-shaders/mul_mat_vec_base.comp

#extension GL_EXT_control_flow_attributes : enable
#extension GL_EXT_shader_16bit_storage : require
#extension GL_EXT_shader_8bit_storage : require

#define K_QUANTS_PER_ITERATION 2

#ifdef MUL_MAT_ID
#define EXPERT_COUNT 8
#endif

#include "types.comp"

layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
layout (binding = 2) writeonly buffer D {D_TYPE data_d[];};
#ifdef MUL_MAT_ID
layout (binding = 3) readonly buffer IDS {int data_ids[];};
#endif

#include "dequant_funcs.comp"

layout (push_constant) uniform parameter
{
    uint ncols;
    uint stride_a;
    uint stride_b;
    uint stride_d;

    uint batch_stride_a;
    uint batch_stride_b;
    uint batch_stride_d;

#ifdef MUL_MAT_ID
    uint nei0;
    uint ne11;
#else
    uint ne02;
    uint ne12;
    uint broadcast2;
    uint broadcast3;
#endif
} p;

void get_offsets(out uint a_offset, out uint b_offset, out uint d_offset) {
#ifdef MUL_MAT_ID
    const uint expert_idx = gl_GlobalInvocationID.y;
#else
    const uint batch_idx = gl_GlobalInvocationID.y;
#endif

#ifndef MUL_MAT_ID
    const uint i13 = batch_idx / p.ne12;
    const uint i12 = batch_idx % p.ne12;

    const uint i03 = i13 / p.broadcast3;
    const uint i02 = i12 / p.broadcast2;

    const uint batch_idx_a = i03 * p.ne02 + i02;
#else
    const uint expert_id = data_ids[expert_idx];
#endif

    a_offset =
#ifdef MUL_MAT_ID
            expert_id * p.batch_stride_a;
#else
            batch_idx_a * p.batch_stride_a;
#endif
    b_offset =
#ifdef MUL_MAT_ID
            (expert_idx % p.ne11) * p.stride_b;
#else
            batch_idx * p.batch_stride_b;
#endif
    d_offset =
#ifdef MUL_MAT_ID
            expert_idx * p.stride_d;
#else
            batch_idx * p.batch_stride_d;
#endif
}