ncnn

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// Tencent is pleased to support the open source community by making ncnn available.
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//
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// Copyright (C) 2020 THL A29 Limited, a Tencent company. All rights reserved.
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//
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// Licensed under the BSD 3-Clause License (the "License"); you may not use this file except
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// in compliance with the License. You may obtain a copy of the License at
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//
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// https://opensource.org/licenses/BSD-3-Clause
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//
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// Unless required by applicable law or agreed to in writing, software distributed
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// under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
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// CONDITIONS OF ANY KIND, either express or implied. See the License for the
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// specific language governing permissions and limitations under the License.
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#version 450
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#if NCNN_fp16_storage
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#extension GL_EXT_shader_16bit_storage: require
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struct sfpvec8 { f16vec4 abcd; f16vec4 efgh; };
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#endif
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#if NCNN_fp16_arithmetic
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#extension GL_EXT_shader_explicit_arithmetic_types_float16: require
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#endif
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#define shape_constant_id_offset 0
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layout (constant_id = shape_constant_id_offset + 0) const int dims = 0;
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layout (constant_id = shape_constant_id_offset + 1) const int w = 0;
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layout (constant_id = shape_constant_id_offset + 2) const int h = 0;
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layout (constant_id = shape_constant_id_offset + 3) const int c = 0;
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layout (constant_id = shape_constant_id_offset + 4) const int cstep = 0;
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layout (constant_id = shape_constant_id_offset + 5) const int outdims = 0;
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layout (constant_id = shape_constant_id_offset + 6) const int outw = 0;
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layout (constant_id = shape_constant_id_offset + 7) const int outh = 0;
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layout (constant_id = shape_constant_id_offset + 8) const int outc = 0;
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layout (constant_id = shape_constant_id_offset + 9) const int outcstep = 0;
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#if NCNN_image_shader
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layout (binding = 0) uniform unfp sampler3D bottom_top_blob;
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layout (binding = 1) uniform highp sampler3D mean_blob;
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layout (binding = 2, rgba32f) writeonly uniform highp image3D square_blob;
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#else
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layout (binding = 0) readonly buffer bottom_top_blob { sfpvec8 bottom_top_blob_data[]; };
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layout (binding = 1) readonly buffer mean_blob { mat2x4 mean_data[]; };
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layout (binding = 2) writeonly buffer square_blob { mat2x4 square_blob_data[]; };
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#endif
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layout (push_constant) uniform parameter
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{
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    int dims;
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    int w;
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    int h;
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    int c;
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    int cstep;
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    int outdims;
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    int outw;
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    int outh;
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    int outc;
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    int outcstep;
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} p;
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void main()
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{
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    int gx = int(gl_GlobalInvocationID.x);
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    int gy = int(gl_GlobalInvocationID.y);
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    int gz = int(gl_GlobalInvocationID.z);
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    if (gx >= psc(outw) || gy >= psc(outh) || gz >= psc(outc))
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        return;
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#if NCNN_image_shader
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    mat2x4 v = mat2x4(image3d_ld8(bottom_top_blob, ivec3(gx, gy, gz)));
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    mat2x4 mean = mat2x4(texelFetch(mean_blob, ivec3(gz * 2, 0, 0), 0), texelFetch(mean_blob, ivec3(gz * 2 + 1, 0, 0), 0));
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#else
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    int v_offset = gz * psc(cstep) + gy * psc(w) + gx;
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    mat2x4 v = mat2x4(buffer_ld8(bottom_top_blob_data, v_offset));
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    mat2x4 mean = mean_data[gz];
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#endif
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    v[0] = v[0] - mean[0];
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    v[1] = v[1] - mean[1];
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    v[0] = v[0] * v[0];
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    v[1] = v[1] * v[1];
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#if NCNN_image_shader
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    imageStore(square_blob, ivec3(gx * 2, gy, gz), v[0]);
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    imageStore(square_blob, ivec3(gx * 2 + 1, gy, gz), v[1]);
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#else
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    const int gi = gz * psc(outcstep) + gy * psc(outw) + gx;
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    square_blob_data[gi] = v;
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#endif
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}
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