From e3fba0afa892c66379da1e3d3843f2155a1fb29a Mon Sep 17 00:00:00 2001 From: Michele Di Giorgio Date: Wed, 14 Feb 2018 14:18:01 +0000 Subject: COMPMID-925: Enabling OpenCL tuner in the graph examples Change-Id: I4fe501281f527e20e8fdd0253d59ea2c4629056b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120354 Tested-by: Jenkins Reviewed-by: Anthony Barbier Reviewed-by: Georgios Pinitas --- examples/graph_mobilenet.cpp | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) (limited to 'examples/graph_mobilenet.cpp') diff --git a/examples/graph_mobilenet.cpp b/examples/graph_mobilenet.cpp index d3d4774eaa..0cc636a07d 100644 --- a/examples/graph_mobilenet.cpp +++ b/examples/graph_mobilenet.cpp @@ -36,7 +36,7 @@ using namespace arm_compute::graph_utils; /** Example demonstrating how to implement MobileNet'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 GraphMobilenetExample : public Example { @@ -50,8 +50,9 @@ public: constexpr float mean = 0.f; /* Mean value to subtract from the channels */ constexpr float std = 255.f; /* Standard deviation value to divide from the channels */ - // 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); ConvolutionMethodHint convolution_hint = ConvolutionMethodHint::GEMM; // Set model to execute. 0 (MobileNetV1_1.0_224), 1 (MobileNetV1_0.75_160) @@ -106,6 +107,9 @@ public: data_path += model_path; } + // Initialize graph + graph.graph_init(int_target_hint == 2); + graph << target_hint << convolution_hint << Tensor(TensorInfo(TensorShape(spatial_size, spatial_size, 3U, 1U), 1, DataType::F32), -- cgit v1.2.1