llama.cpp/kompute/op_mul_mat_mat_f32.comp

54 lines
1.4 KiB
Plaintext
Raw Normal View History

2023-10-11 04:37:07 +00:00
/**
* Copyright (c) 2023 Nomic, Inc. All rights reserved.
*
* This software is licensed under the terms of the Software for Open Models
* License (SOM), version 1.0, as detailed in the LICENSE_SOM.txt file. A copy
* of this license should accompany this software. Except as expressly granted
* in the SOM license, all rights are reserved by Nomic, Inc.
*/
#version 450
#include "common.comp"
#extension GL_KHR_shader_subgroup_arithmetic : require
#extension GL_EXT_debug_printf : enable
// layout(local_size_x = 8) 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_GlobalInvocationID;
const uint x = (gid.x*pcs.nb01 + gid.z/(pcs.ne12/pcs.ne02)*pcs.nb02) / 4 + pcs.inAOff; // Based from inA
const uint y = (gid.y*pcs.nb11 + gid.z/(pcs.ne02/pcs.ne12)*pcs.nb12) / 4 + pcs.inBOff; // based from inB
float sum = 0.0f;
for (uint i = 0; i < pcs.ne00; i ++) {
sum += float(inA[x+i]) * float(inB[y+i]);
}
out_[gid.z*(pcs.nb2/4) + gid.y*(pcs.nb1/4) + gid.x + pcs.outOff] = sum;
}