C++ (Cpp) LayerParameter::batch_norm_param Examples

Example #1

File: layer_factory.cpp Project: deepali-c/caffe

shared_ptr<Layer<Dtype> > GetBatchNormLayer(const LayerParameter& param) {
  BatchNormParameter_Engine engine = param.batch_norm_param().engine();
  if (engine == BatchNormParameter_Engine_DEFAULT) {
    engine = BatchNormParameter_Engine_CAFFE;
#ifdef USE_CUDNN
    engine = BatchNormParameter_Engine_CUDNN;
#endif
  }
  if (engine == BatchNormParameter_Engine_CAFFE) {
    return shared_ptr<Layer<Dtype> >(new BatchNormLayer<Dtype>(param));
#ifdef USE_CUDNN
  } else if (engine == BatchNormParameter_Engine_CUDNN) {
    return shared_ptr<Layer<Dtype> >(new CuDNNBatchNormLayer<Dtype>(param));
#endif
  } else {
    LOG(FATAL) << "Layer " << param.name() << " has unknown engine.";
  }
}

Example #2

File: layer_factory.cpp Project: elisendabou/caffe

shared_ptr<Layer<Dtype> > GetBatchNormLayer(const LayerParameter& param) {
  BatchNormParameter_Engine engine = param.batch_norm_param().engine();

  if (engine == BatchNormParameter_Engine_DEFAULT) {
#if defined(USE_MKL2017_AS_DEFAULT_ENGINE)
    engine = BatchNormParameter_Engine_MKL2017;
#else
    engine = BatchNormParameter_Engine_CAFFE;
#endif
  }

  if (engine == BatchNormParameter_Engine_CAFFE) {
    return shared_ptr<Layer<Dtype> >(new BatchNormLayer<Dtype>(param));
#if defined(MKL2017_SUPPORTED)
  } else if (engine == BatchNormParameter_Engine_MKL2017) {
    return shared_ptr<Layer<Dtype> >(new MKLBatchNormLayer<Dtype>(param));
#endif
  } else {
    LOG(FATAL) << "Layer " << param.name() << " has unknown engine.";
  }
}

Example #3

File: layer_factory.cpp Project: csuhawk/caffe

shared_ptr<Layer<Dtype> > GetBatchNormLayer(const LayerParameter& param) {
  BatchNormParameter_Engine engine = param.batch_norm_param().engine();

// New, more flexible way of providing engine
  if (engine == BatchNormParameter_Engine_DEFAULT && param.engine() != "") {
    EngineParser ep(param.engine());

  if (ep.isEngine("CAFFE"))
    engine = BatchNormParameter_Engine_CAFFE;
#if defined(MKL2017_SUPPORTED)
  else if (ep.isEngine("MKL2017"))
    engine = BatchNormParameter_Engine_MKL2017;
#endif
#if defined(MKLDNN_SUPPORTED)
  else if (ep.isEngine("MKLDNN"))
    engine = BatchNormParameter_Engine_MKLDNN;
#endif
  }

  if (engine == BatchNormParameter_Engine_DEFAULT) {
    engine = BatchNormParameter_Engine_CAFFE;
  }

  if (engine == BatchNormParameter_Engine_CAFFE) {
    return shared_ptr<Layer<Dtype> >(new BatchNormLayer<Dtype>(param));
#if defined(MKL2017_SUPPORTED)
  } else if (engine == BatchNormParameter_Engine_MKL2017) {
    return shared_ptr<Layer<Dtype> >(new MKLBatchNormLayer<Dtype>(param));
#endif
#ifdef MKLDNN_SUPPORTED
  } else if (engine == BatchNormParameter_Engine_MKLDNN) {
    return shared_ptr<Layer<Dtype> >(new MKLDNNBatchNormLayer<Dtype>(param));
#endif
  } else {
    LOG(FATAL) << "Layer " << param.name() << " has unknown engine.";
  }
  return shared_ptr<Layer<Dtype> >();
}