diff options
Diffstat (limited to 'tensorflow/core/kernels/adjust_contrast_op_benchmark_test.cc')
-rw-r--r-- | tensorflow/core/kernels/adjust_contrast_op_benchmark_test.cc | 43 |
1 files changed, 43 insertions, 0 deletions
diff --git a/tensorflow/core/kernels/adjust_contrast_op_benchmark_test.cc b/tensorflow/core/kernels/adjust_contrast_op_benchmark_test.cc new file mode 100644 index 0000000000..75b177cf4d --- /dev/null +++ b/tensorflow/core/kernels/adjust_contrast_op_benchmark_test.cc @@ -0,0 +1,43 @@ +#include "tensorflow/core/public/tensor.h" +#include <gtest/gtest.h> +#include "tensorflow/core/common_runtime/kernel_benchmark_testlib.h" +#include "tensorflow/core/graph/node_builder.h" +#include "tensorflow/core/platform/test_benchmark.h" + +namespace tensorflow { + +static Graph* BM_AdjustContrast(int batches, int width, int height) { + Graph* g = new Graph(OpRegistry::Global()); + Tensor in(DT_UINT8, TensorShape({batches, width, height, 3})); + in.flat<uint8>().setRandom(); + Tensor factor(DT_FLOAT, TensorShape({})); + factor.flat<float>().setConstant(1.2); + Tensor min_value(DT_FLOAT, TensorShape({})); + min_value.flat<float>().setConstant(7.); + Tensor max_value(DT_FLOAT, TensorShape({})); + max_value.flat<float>().setConstant(250.); + + Node* ret; + NodeBuilder(g->NewName("n"), "AdjustContrast") + .Input(test::graph::Constant(g, in)) + .Input(test::graph::Constant(g, factor)) + .Input(test::graph::Constant(g, min_value)) + .Input(test::graph::Constant(g, max_value)) + .Finalize(g, &ret); + return g; +} + +#define BM_AdjustContrastDev(DEVICE, B, W, H) \ + static void BM_AdjustContrast_##DEVICE##_##B##_##W##_##H(int iters) { \ + testing::ItemsProcessed(iters* B* W* H * 3); \ + test::Benchmark(#DEVICE, BM_AdjustContrast(B, W, H)).Run(iters); \ + } \ + BENCHMARK(BM_AdjustContrast_##DEVICE##_##B##_##W##_##H); + +// Benchmark results as of cl/106323955 +// BM_AdjustContrast_cpu_1_299_299 3416770 22008951 100 11.6M items/s + +// BM_AdjustContrast_gpu_32_299_299 37117844 45512374 100 179.8M items/s +BM_AdjustContrastDev(cpu, 1, 299, 299) BM_AdjustContrastDev(gpu, 32, 299, 299) + +} // namespace tensorflow |