ncnn

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innerproduct_sum8_pack8to1.comp 
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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) 2022 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 w = 0;
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layout (constant_id = shape_constant_id_offset + 1) const int outw = 0;
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layout (constant_id = shape_constant_id_offset + 2) const int outh = 0;
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#if NCNN_image_shader
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layout (binding = 0) uniform unfp sampler3D bottom_blob;
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layout (binding = 1, imfmtc1) writeonly uniform unfp image3D top_blob;
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layout (binding = 2) uniform unfp sampler3D weight_blob;
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#else
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layout (binding = 0) readonly buffer bottom_blob { sfpvec8 bottom_blob_data[]; };
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layout (binding = 1) writeonly buffer top_blob { sfp top_blob_data[]; };
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layout (binding = 2) readonly buffer weight_blob { sfpvec8 weight_data[]; };
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#endif
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layout (push_constant) uniform parameter
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{
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    int w;
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    int outw;
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    int outh;
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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 >= 1)
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        return;
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    const int start = gx * 8;
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    const int end = min(gx * 8 + 8, psc(w));
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    afp sum = afp(0.f);
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#if NCNN_image_shader
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    for (int i = start; i < end; i++)
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    {
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        afpvec8 v = image3d_ld8(bottom_blob, ivec3(i, 0, 0));
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        afpvec8 k = image3d_ld8(weight_blob, ivec3(i, gy, 0));
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        // sum += dot(v, k);
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        sum += dot(v[0], k[0]) + dot(v[1], k[1]);
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    }
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#else
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    int w_offset = gy * psc(w);
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    for (int i = start; i < end; i++)
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    {
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        afpvec8 v = buffer_ld8(bottom_blob_data, i);
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        afpvec8 k = buffer_ld8(weight_data, w_offset + i);
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        // sum += dot(v, k);
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        sum += dot(v[0], k[0]) + dot(v[1], k[1]);
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    }
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#endif
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#if NCNN_image_shader
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    image3d_st1(top_blob, ivec3(gx, gy, 0), sum);
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#else
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    const int gi = gy * psc(outw) + gx;
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    buffer_st1(top_blob_data, gi, sum);
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#endif
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}
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