diff options
Diffstat (limited to 'thirdparty/oidn/mkl-dnn/src/common/eltwise.cpp')
-rw-r--r-- | thirdparty/oidn/mkl-dnn/src/common/eltwise.cpp | 84 |
1 files changed, 84 insertions, 0 deletions
diff --git a/thirdparty/oidn/mkl-dnn/src/common/eltwise.cpp b/thirdparty/oidn/mkl-dnn/src/common/eltwise.cpp new file mode 100644 index 0000000000..f1708fca52 --- /dev/null +++ b/thirdparty/oidn/mkl-dnn/src/common/eltwise.cpp @@ -0,0 +1,84 @@ +/******************************************************************************* +* Copyright 2016-2018 Intel Corporation +* +* 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. +*******************************************************************************/ + +#include <assert.h> +#include "mkldnn.h" + +#include "c_types_map.hpp" +#include "type_helpers.hpp" +#include "utils.hpp" + +using namespace mkldnn::impl; +using namespace mkldnn::impl::utils; +using namespace mkldnn::impl::status; +using namespace mkldnn::impl::prop_kind; +using namespace mkldnn::impl::alg_kind; +using namespace mkldnn::impl::types; + +namespace { +status_t eltwise_desc_init(eltwise_desc_t *eltwise_desc, prop_kind_t prop_kind, + alg_kind_t alg_kind, const memory_desc_t *data_desc, + const memory_desc_t *diff_data_desc, float alpha, float beta) { + bool args_ok = true + && !any_null(eltwise_desc, data_desc) + && one_of(prop_kind, forward_training, forward_inference, + backward_data) + && one_of(alg_kind, eltwise_relu, eltwise_tanh, eltwise_elu, + eltwise_square, eltwise_abs, eltwise_sqrt, eltwise_linear, + eltwise_bounded_relu, eltwise_soft_relu, eltwise_logistic) + && IMPLICATION(prop_kind == backward_data, diff_data_desc != nullptr); + if (!args_ok) return invalid_arguments; + + auto ed = eltwise_desc_t(); + ed.primitive_kind = primitive_kind::eltwise; + ed.prop_kind = prop_kind; + ed.alg_kind = alg_kind; + + ed.data_desc = *data_desc; + ed.diff_data_desc = + (ed.prop_kind == backward_data) ? *diff_data_desc : zero_md(); + + ed.alpha = alpha; + ed.beta = beta; + + bool consistency = true + && IMPLICATION(ed.prop_kind == backward_data, + array_cmp(ed.diff_data_desc.dims, ed.data_desc.dims, + ed.diff_data_desc.ndims)); + if (!consistency) return invalid_arguments; + + *eltwise_desc = ed; + return success; +} +} + +status_t mkldnn_eltwise_forward_desc_init(eltwise_desc_t *eltwise_desc, + prop_kind_t prop_kind, alg_kind_t alg_kind, + const memory_desc_t *data_desc, float alpha, float beta) { + if (!one_of(prop_kind, forward_training, forward_inference)) + return invalid_arguments; + return eltwise_desc_init(eltwise_desc, prop_kind, alg_kind, data_desc, + nullptr, alpha, beta); +} + +status_t mkldnn_eltwise_backward_desc_init(eltwise_desc_t *eltwise_desc, + alg_kind_t alg_kind, const memory_desc_t *diff_data_desc, + const memory_desc_t *data_desc, float alpha, float beta) { + return eltwise_desc_init(eltwise_desc, backward_data, alg_kind, data_desc, + diff_data_desc, alpha, beta); +} + +// vim: et ts=4 sw=4 cindent cino^=l0,\:0,N-s |