diff options
Diffstat (limited to 'compiler/nnc/backends/soft_backend/code_snippets/cpp_fully_connected.def')
-rw-r--r-- | compiler/nnc/backends/soft_backend/code_snippets/cpp_fully_connected.def | 27 |
1 files changed, 27 insertions, 0 deletions
diff --git a/compiler/nnc/backends/soft_backend/code_snippets/cpp_fully_connected.def b/compiler/nnc/backends/soft_backend/code_snippets/cpp_fully_connected.def new file mode 100644 index 000000000..22b1c3b35 --- /dev/null +++ b/compiler/nnc/backends/soft_backend/code_snippets/cpp_fully_connected.def @@ -0,0 +1,27 @@ +/* Copyright 2017 The TensorFlow Authors. All Rights Reserved. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +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. +==============================================================================*/ + +inline void FullyConnected(const float* input_data, const Dims<4>& input_dims, + const float* weights_data, const Dims<4>& weights_dims, + float* output_data, const Dims<4>& output_dims) { + const auto input_matrix_map = + MapAsMatrixWithFirstDimAsRows(input_data, input_dims); + const auto filter_matrix_map = + MapAsMatrixWithFirstDimAsRows(weights_data, weights_dims); + auto output_matrix_map = + MapAsMatrixWithFirstDimAsRows(output_data, output_dims); + + Gemm(filter_matrix_map, input_matrix_map, &output_matrix_map); +} |