// Tencent is pleased to support the open source community by making ncnn available. // // 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 // specific language governing permissions and limitations under the License. #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; } }