diff options
Diffstat (limited to 'thirdparty/oidn/mkl-dnn/src/common/softmax.cpp')
-rw-r--r-- | thirdparty/oidn/mkl-dnn/src/common/softmax.cpp | 68 |
1 files changed, 68 insertions, 0 deletions
diff --git a/thirdparty/oidn/mkl-dnn/src/common/softmax.cpp b/thirdparty/oidn/mkl-dnn/src/common/softmax.cpp new file mode 100644 index 0000000000..82848e3d1f --- /dev/null +++ b/thirdparty/oidn/mkl-dnn/src/common/softmax.cpp @@ -0,0 +1,68 @@ +/******************************************************************************* +* 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 "memory_desc_wrapper.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 softmax_desc_init(softmax_desc_t *softmax_desc, prop_kind_t prop_kind, + const memory_desc_t *data_desc, const memory_desc_t *diff_desc, int softmax_axis) { + bool args_ok = true + && !any_null(softmax_desc, data_desc) + && 0 <= softmax_axis + && softmax_axis < data_desc->ndims; + if (!args_ok) return invalid_arguments; + + auto sd = softmax_desc_t(); + sd.primitive_kind = primitive_kind::softmax; + sd.prop_kind = prop_kind; + + bool is_bwd = (sd.prop_kind == backward_data); + sd.data_desc = *data_desc; + sd.diff_desc = is_bwd ? *diff_desc : zero_md(); + sd.softmax_axis = softmax_axis; + + *softmax_desc = sd; + return success; +} +} + +status_t mkldnn_softmax_forward_desc_init(softmax_desc_t *softmax_desc, + prop_kind_t prop_kind, const memory_desc_t *data_desc, + int softmax_axis) { + if (!one_of(prop_kind, forward_inference, forward_training)) + return invalid_arguments; + return softmax_desc_init(softmax_desc, prop_kind, data_desc, nullptr, softmax_axis); +} + +status_t mkldnn_softmax_backward_desc_init(softmax_desc_t *softmax_desc, + const memory_desc_t *diff_desc, const mkldnn_memory_desc_t *data_desc, + int softmax_axis) { + return softmax_desc_init(softmax_desc, prop_kind::backward_data, + data_desc, diff_desc, softmax_axis); +} +// vim: et ts=4 sw=4 cindent cino^=l0,\:0,N-s |