diff options
Diffstat (limited to 'examples/graph_alexnet.cpp')
| -rw-r--r-- | examples/graph_alexnet.cpp | 10 |
1 files changed, 7 insertions, 3 deletions
diff --git a/examples/graph_alexnet.cpp b/examples/graph_alexnet.cpp index 2f2c8bd182..bd620574b8 100644 --- a/examples/graph_alexnet.cpp +++ b/examples/graph_alexnet.cpp @@ -38,7 +38,7 @@ using namespace arm_compute::graph_utils; /** Example demonstrating how to implement AlexNet's network using the Compute Library's graph API * * @param[in] argc Number of arguments - * @param[in] argv Arguments ( [optional] Target (0 = NEON, 1 = OpenCL), [optional] Path to the weights folder, [optional] image, [optional] labels ) + * @param[in] argv Arguments ( [optional] Target (0 = NEON, 1 = OpenCL, 2 = OpenCL with Tuner), [optional] Path to the weights folder, [optional] image, [optional] labels ) */ class GraphAlexnetExample : public Example { @@ -53,8 +53,9 @@ public: constexpr float mean_g = 116.67f; /* Mean value to subtract from green channel */ constexpr float mean_b = 104.01f; /* Mean value to subtract from blue channel */ - // Set target. 0 (NEON), 1 (OpenCL). By default it is NEON - TargetHint target_hint = set_target_hint(argc > 1 ? std::strtol(argv[1], nullptr, 10) : 0); + // Set target. 0 (NEON), 1 (OpenCL), 2 (OpenCL with Tuner). By default it is NEON + const int int_target_hint = argc > 1 ? std::strtol(argv[1], nullptr, 10) : 0; + TargetHint target_hint = set_target_hint(int_target_hint); const bool is_gemm_convolution5x5 = Graph::gpu_target() == arm_compute::GPUTarget::MIDGARD || target_hint == TargetHint::NEON; ConvolutionMethodHint convolution_5x5_hint = is_gemm_convolution5x5 ? ConvolutionMethodHint::GEMM : ConvolutionMethodHint::DIRECT; @@ -91,6 +92,9 @@ public: label = argv[4]; } + // Initialize the graph + graph.graph_init(int_target_hint == 2); + graph << target_hint << Tensor(TensorInfo(TensorShape(227U, 227U, 3U, 1U), 1, DataType::F32), get_input_accessor(image, mean_r, mean_g, mean_b)) |