inference-engine/thirdparty/clDNN/kernel_selector/core/actual_kernels/fully_connected/fully_connected_kernel_yxfb_ref.cpp

   1 /*
   2 // Copyright (c) 2016 Intel Corporation
   3 //
   4 // Licensed under the Apache License, Version 2.0 (the "License");
   5 // you may not use this file except in compliance with the License.
   6 // You may obtain a copy of the License at
   7 //
   8 //      http://www.apache.org/licenses/LICENSE-2.0
   9 //
  10 // Unless required by applicable law or agreed to in writing, software
  11 // distributed under the License is distributed on an "AS IS" BASIS,
  12 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  13 // See the License for the specific language governing permissions and
  14 // limitations under the License.
  15 */
  16
  17 #include "fully_connected_kernel_yxfb_ref.h"
  18
  19 namespace kernel_selector
  20 {
  21     ParamsKey FullyConnected_yxfb_ref::GetSupportedKey() const
  22     {
  23         ParamsKey k;
  24         k.EnableInputDataType(Datatype::F16);
  25         k.EnableInputDataType(Datatype::F32);
  26         k.EnableOutputDataType(Datatype::F16);
  27         k.EnableOutputDataType(Datatype::F32);
  28         k.EnableInputWeightsType(WeightsType::F16);
  29         k.EnableInputWeightsType(WeightsType::F32);
  30         k.EnableAllInputLayout();
  31         k.EnableOutputLayout(DataLayout::fb);
  32         k.EnableBatching();
  33         k.EnableBiasPerFeature();
  34         k.EnableNonBiasTerm();
  35         k.EnableTensorOffset();
  36         k.EnableTensorPitches();
  37         return k;
  38     }
  39
  40     KernelsData FullyConnected_yxfb_ref::GetKernelsData(const Params& params, const optional_params& options) const
  41     {
  42         KernelsData res = {};
  43         for (size_t i = 0; i < autoTuneOptions.size(); i++)
  44         {
  45             KernelsData kd = GetTunedKernelsDataByIndex(params, options, DataLayout::yxfb,
  46                 { WeightsLayout::io, WeightsLayout::oi, WeightsLayout::oiyx, WeightsLayout::oyxi, WeightsLayout::iyxo, WeightsLayout::yxio }, DONT_USE_IF_HAVE_SOMETHING_ELSE, (int)i);
  47             if (!kd.empty())
  48             {
  49                 res.emplace_back(kd[0]);
  50             }
  51         }
  52         return res;
  53     }
  54 }