mirror of
https://github.com/ggerganov/llama.cpp.git
synced 2024-12-25 05:48:47 +01:00
fbf1ddec69
Signed-off-by: Jared Van Bortel <jared@nomic.ai> Co-authored-by: niansa <anton-sa@web.de> Co-authored-by: Adam Treat <treat.adam@gmail.com> Co-authored-by: Aaron Miller <apage43@ninjawhale.com> Co-authored-by: ToKiNoBug <tokinobug@163.com> Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> Co-authored-by: slaren <slarengh@gmail.com>
52 lines
1.3 KiB
Plaintext
52 lines
1.3 KiB
Plaintext
#version 450
|
|
|
|
#include "common.comp"
|
|
|
|
#extension GL_KHR_shader_subgroup_arithmetic : require
|
|
#extension GL_EXT_debug_printf : enable
|
|
|
|
// device subgroup size
|
|
layout (local_size_x_id = 0) in;
|
|
|
|
layout(binding = 0) readonly buffer tensorInA { float inA[]; };
|
|
layout(binding = 1) readonly buffer tensorInB { float inB[]; };
|
|
layout(binding = 2) writeonly buffer tensorOut { float out_[]; };
|
|
|
|
layout(push_constant) uniform parameter {
|
|
uint inAOff;
|
|
uint inBOff;
|
|
uint outOff;
|
|
int ne00;
|
|
int ne01;
|
|
int ne02;
|
|
int ne11;
|
|
int ne12;
|
|
uint nb01;
|
|
uint nb02;
|
|
uint nb11;
|
|
uint nb12;
|
|
uint nb1;
|
|
uint nb2;
|
|
}
|
|
pcs;
|
|
|
|
|
|
void main() {
|
|
uvec3 gid = gl_WorkGroupID;
|
|
|
|
uint bc_ab = pcs.ne12 > pcs.ne02 ? gid.z / (pcs.ne12 / pcs.ne02) : gid.z;
|
|
uint bc_ba = pcs.ne02 > pcs.ne12 ? gid.z / (pcs.ne02 / pcs.ne12) : gid.z;
|
|
|
|
const uint x = (gid.x*pcs.nb01 + bc_ab*pcs.nb02) / 4 + pcs.inAOff; // Based from inA
|
|
const uint y = (gid.y*pcs.nb11 + bc_ba*pcs.nb12) / 4 + pcs.inBOff; // based from inB
|
|
float sum = 0.0f;
|
|
for (uint i = gl_SubgroupInvocationID.x; i < pcs.ne00; i += gl_SubgroupSize) {
|
|
sum += float(inA[x+i]) * float(inB[y+i]);
|
|
}
|
|
|
|
const float all_sum = subgroupAdd(sum);
|
|
if (subgroupElect()) {
|
|
out_[gid.z*(pcs.nb2/4) + gid.y*(pcs.nb1/4) + gid.x + pcs.outOff] = all_sum;
|
|
}
|
|
}
|