inference-engine/thirdparty/clDNN/kernel_selector/core/actual_kernels/fully_connected/fully_connected_kernel_bfyx_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_bfyx_ref.h"
  18 #include "kernel_selector_utils.h"
  19
  20 namespace kernel_selector
  21 {
  22     ParamsKey FullyConnected_bfyx_Ref::GetSupportedKey() const
  23     {
  24         ParamsKey k;
  25         k.EnableInputDataType(Datatype::F16);
  26         k.EnableInputDataType(Datatype::F32);
  27         k.EnableInputDataType(Datatype::INT8);
  28         k.EnableOutputDataType(Datatype::F16);
  29         k.EnableOutputDataType(Datatype::F32);
  30         k.EnableOutputDataType(Datatype::INT8);
  31         k.EnableInputWeightsType(WeightsType::F16);
  32         k.EnableInputWeightsType(WeightsType::F32);
  33         k.EnableInputWeightsType(WeightsType::INT8);
  34         k.EnableAllInputLayout();
  35         k.EnableInputLayout(DataLayout::bf);
  36         k.EnableOutputLayout(DataLayout::bf);
  37         k.EnableOutputLayout(DataLayout::fb);
  38         k.EnableBiasPerOutput();
  39         k.EnableBiasPerFeature();
  40         k.EnableNonBiasTerm();
  41         k.EnableTensorOffset();
  42         k.EnableTensorPitches();
  43         k.EnableBatching();
  44         k.EnableInt8Quantization();
  45         k.EnableOutputCalibration();
  46         return k;
  47     }
  48
  49     FullyConnected_bfyx_Ref::DispatchData FullyConnected_bfyx_Ref::SetDefault(const fully_connected_params& params, int ) const
  50     {
  51         auto runInfo = Parent::SetDefault(params);
  52
  53         std::vector<size_t> global = { params.output.Feature().v, params.output.Batch().v };
  54         std::vector<size_t> local  = GetOptimalLocalWorkGroupSizes(global);
  55
  56         runInfo.gws0 = global[0];
  57         runInfo.gws1 = global[1];
  58         runInfo.gws2 = 1;
  59
  60         runInfo.lws0 = local[0];
  61         runInfo.lws1 = local[1];
  62         runInfo.lws2 = 1;
  63
  64         return runInfo;
  65     }
  66
  67     KernelsData FullyConnected_bfyx_Ref::GetKernelsData(const Params& params, const optional_params& options) const
  68     {
  69         KernelsData res = {};
  70         for (size_t i = 0; i < autoTuneOptions.size(); i++)
  71         {
  72             KernelsData kd = GetTunedKernelsDataByIndex(params, options, DataLayout::bfyx,
  73                 { WeightsLayout::oiyx, WeightsLayout::oyxi, WeightsLayout::iyxo, WeightsLayout::yxio },
  74                 DONT_USE_IF_HAVE_SOMETHING_ELSE, (int)i);
  75             if (!kd.empty())
  76             {
  77                 res.emplace_back(kd[0]);
  78             }
  79         }
  80
  81         return res;
  82     }
  83 }