diff options
Diffstat (limited to 'examples/graph_squeezenet_v1_1.cpp')
| -rw-r--r-- | examples/graph_squeezenet_v1_1.cpp | 4 |
1 files changed, 4 insertions, 0 deletions
diff --git a/examples/graph_squeezenet_v1_1.cpp b/examples/graph_squeezenet_v1_1.cpp index 4ebfd3fe8e..540784e4cd 100644 --- a/examples/graph_squeezenet_v1_1.cpp +++ b/examples/graph_squeezenet_v1_1.cpp @@ -61,6 +61,8 @@ public: bool enable_tuning = (target == 2); bool enable_memory_management = true; + ConvolutionMethod convolution_hint = (target_hint == Target::CL) ? ConvolutionMethod::WINOGRAD : ConvolutionMethod::GEMM; + // Parse arguments if(argc < 2) { @@ -96,6 +98,7 @@ public: graph << target_hint << InputLayer(TensorDescriptor(TensorShape(227U, 227U, 3U, 1U), DataType::F32), get_input_accessor(image, std::move(preprocessor))) + << ConvolutionMethod::DIRECT << ConvolutionLayer( 3U, 3U, 64U, get_weights_accessor(data_path, "/cnn_data/squeezenet_v1_1_model/conv1_w.npy"), @@ -103,6 +106,7 @@ public: PadStrideInfo(2, 2, 0, 0)) << ActivationLayer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)) << PoolingLayer(PoolingLayerInfo(PoolingType::MAX, 3, PadStrideInfo(2, 2, 0, 0, DimensionRoundingType::CEIL))) + << convolution_hint << ConvolutionLayer( 1U, 1U, 16U, get_weights_accessor(data_path, "/cnn_data/squeezenet_v1_1_model/fire2_squeeze1x1_w.npy"), |