ncnn/src/layer/shader/batchnorm.comp

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//
// Copyright (C) 2018 THL A29 Limited, a Tencent company. All rights reserved.
//
// Licensed under the BSD 3-Clause License (the "License"); you may not use this file except
// in compliance with the License. You may obtain a copy of the License at
//
// https://opensource.org/licenses/BSD-3-Clause
//
// Unless required by applicable law or agreed to in writing, software distributed
// under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
// CONDITIONS OF ANY KIND, either express or implied. See the License for the
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#version 450

layout (local_size_x_id = 233) in;
layout (local_size_y_id = 234) in;
layout (local_size_z_id = 235) in;

layout (binding = 0) buffer bottom_top_blob { float bottom_top_blob_data[]; };
layout (binding = 1) readonly buffer a { float a_data[]; };
layout (binding = 2) readonly buffer b { float b_data[]; };

layout (push_constant) uniform parameter
{
    int dims;
    int w;
    int h;
    int c;
    int cstep;
} p;

void main()
{
    int gx = int(gl_GlobalInvocationID.x);
    int gy = int(gl_GlobalInvocationID.y);
    int gz = int(gl_GlobalInvocationID.z);

    if (gx >= p.w || gy >= p.h || gz >= p.c)
        return;

    if (p.dims == 1)
    {
        float v = bottom_top_blob_data[gx];

        v = b_data[gx] * v + a_data[gx];

        bottom_top_blob_data[gx] = v;

        return;
    }

    if (p.dims == 2)
    {
        const int gi = gy * p.w + gx;

        float v = bottom_top_blob_data[gi];

        v = b_data[gy] * v + a_data[gy];

        bottom_top_blob_data[gi] = v;

        return;
    }

    if (p.dims == 3)
    {
        const int gi = gz * p.cstep + gy * p.w + gx;

        float v = bottom_top_blob_data[gi];

        v = b_data[gz] * v + a_data[gz];

        bottom_top_blob_data[gi] = v;

        return;
    }
}