ncnn/src/layer/shader/scale.comp

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// 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
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// https://opensource.org/licenses/BSD-3-Clause
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#version 450

#if NCNN_fp16_storage
#extension GL_EXT_shader_16bit_storage: require
#endif
#if NCNN_fp16_arithmetic
#extension GL_AMD_gpu_shader_half_float: require
#endif

layout (constant_id = 0) const int bias_term = 0;

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 { sfp bottom_top_blob_data[]; };
layout (binding = 1) readonly buffer scale_blob { sfp scale_blob_data[]; };
layout (binding = 2) readonly buffer bias_blob { sfp bias_blob_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)
    {
        afp v = afp(bottom_top_blob_data[gx]);

        if (bias_term == 1)
            v = afp(scale_blob_data[gx]) * v + afp(bias_blob_data[gx]);
        else
            v = afp(scale_blob_data[gx]) * v;

        bottom_top_blob_data[gx] = sfp(v);

        return;
    }

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

        afp v = afp(bottom_top_blob_data[gi]);

        if (bias_term == 1)
            v = afp(scale_blob_data[gy]) * v + afp(bias_blob_data[gy]);
        else
            v = afp(scale_blob_data[gy]) * v;

        bottom_top_blob_data[gi] = sfp(v);

        return;
    }

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

        afp v = afp(bottom_top_blob_data[gi]);

        if (bias_term == 1)
            v = afp(scale_blob_data[gz]) * v + afp(bias_blob_data[gz]);
        else
            v = afp(scale_blob_data[gz]) * v;

        bottom_top_blob_data[gi] = sfp(v);

        return;
    }
}