From 2a8936dfedbbe1073491bb6fa82e41a7ccd75138 Mon Sep 17 00:00:00 2001 From: Kee Date: Tue, 15 Mar 2022 21:25:01 +0800 Subject: [PATCH] Added unit test for batch2space and space2batch (#321) --- src/tim/vx/ops/batch2space_test.cc | 61 ++++++++++++++++++++++++++++++ src/tim/vx/ops/space2batch_test.cc | 61 ++++++++++++++++++++++++++++++ 2 files changed, 122 insertions(+) create mode 100644 src/tim/vx/ops/batch2space_test.cc create mode 100644 src/tim/vx/ops/space2batch_test.cc diff --git a/src/tim/vx/ops/batch2space_test.cc b/src/tim/vx/ops/batch2space_test.cc new file mode 100644 index 0000000..0657605 --- /dev/null +++ b/src/tim/vx/ops/batch2space_test.cc @@ -0,0 +1,61 @@ +/**************************************************************************** +* +* Copyright (c) 2021 Vivante Corporation +* +* Permission is hereby granted, free of charge, to any person obtaining a +* copy of this software and associated documentation files (the "Software"), +* to deal in the Software without restriction, including without limitation +* the rights to use, copy, modify, merge, publish, distribute, sublicense, +* and/or sell copies of the Software, and to permit persons to whom the +* Software is furnished to do so, subject to the following conditions: +* +* The above copyright notice and this permission notice shall be included in +* all copies or substantial portions of the Software. +* +* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING +* FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER +* DEALINGS IN THE SOFTWARE. +* +*****************************************************************************/ +#include "tim/vx/context.h" +#include "tim/vx/graph.h" +#include "tim/vx/ops/batch2space.h" + +#include "gtest/gtest.h" + +TEST(Batch2Space, shape_1_1_3_4_fp32_whcn) { + auto ctx = tim::vx::Context::Create(); + auto graph = ctx->CreateGraph(); + tim::vx::ShapeType in_shape({1, 1, 3, 4}); + tim::vx::ShapeType out_shape({2, 2, 3, 1}); + + tim::vx::TensorSpec input_spec(tim::vx::DataType::FLOAT32, in_shape, + tim::vx::TensorAttribute::INPUT); + tim::vx::TensorSpec output_spec(tim::vx::DataType::FLOAT32, out_shape, + tim::vx::TensorAttribute::OUTPUT); + + std::vector in_data = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12}; + std::vector golden = {1, 4, 7, 10, 2, 5, 8, 11, 3, 6, 9, 12}; + + auto input_tensor = graph->CreateTensor(input_spec); + auto output_tensor = graph->CreateTensor(output_spec); + + EXPECT_TRUE(input_tensor->CopyDataToTensor(in_data.data(), in_data.size())); + + auto op = graph->CreateOperation( + std::vector{2, 2}, std::vector{0, 0, 0, 0}); + + (*op).BindInputs({input_tensor}).BindOutputs({output_tensor}); + + EXPECT_TRUE(graph->Compile()); + EXPECT_TRUE(graph->Run()); + + std::vector output(12); + EXPECT_TRUE(output_tensor->CopyDataFromTensor(output.data())); + + EXPECT_EQ(golden, output); +} diff --git a/src/tim/vx/ops/space2batch_test.cc b/src/tim/vx/ops/space2batch_test.cc new file mode 100644 index 0000000..721f51d --- /dev/null +++ b/src/tim/vx/ops/space2batch_test.cc @@ -0,0 +1,61 @@ +/**************************************************************************** +* +* Copyright (c) 2021 Vivante Corporation +* +* Permission is hereby granted, free of charge, to any person obtaining a +* copy of this software and associated documentation files (the "Software"), +* to deal in the Software without restriction, including without limitation +* the rights to use, copy, modify, merge, publish, distribute, sublicense, +* and/or sell copies of the Software, and to permit persons to whom the +* Software is furnished to do so, subject to the following conditions: +* +* The above copyright notice and this permission notice shall be included in +* all copies or substantial portions of the Software. +* +* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING +* FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER +* DEALINGS IN THE SOFTWARE. +* +*****************************************************************************/ +#include "tim/vx/context.h" +#include "tim/vx/graph.h" +#include "tim/vx/ops/space2batch.h" + +#include "gtest/gtest.h" + +TEST(Space2Batch, shape_2_2_3_1_fp32_whcn) { + auto ctx = tim::vx::Context::Create(); + auto graph = ctx->CreateGraph(); + tim::vx::ShapeType in_shape({2, 2, 3, 1}); + tim::vx::ShapeType out_shape({1, 1, 3, 4}); + + tim::vx::TensorSpec input_spec(tim::vx::DataType::FLOAT32, in_shape, + tim::vx::TensorAttribute::INPUT); + tim::vx::TensorSpec output_spec(tim::vx::DataType::FLOAT32, out_shape, + tim::vx::TensorAttribute::OUTPUT); + + std::vector in_data = {1, 4, 7, 10, 2, 5, 8, 11, 3, 6, 9, 12}; + std::vector golden = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12}; + + auto input_tensor = graph->CreateTensor(input_spec); + auto output_tensor = graph->CreateTensor(output_spec); + + EXPECT_TRUE(input_tensor->CopyDataToTensor(in_data.data(), in_data.size())); + + auto op = graph->CreateOperation( + std::vector{2, 2}, std::vector{0, 0, 0, 0}); + + (*op).BindInputs({input_tensor}).BindOutputs({output_tensor}); + + EXPECT_TRUE(graph->Compile()); + EXPECT_TRUE(graph->Run()); + + std::vector output(12); + EXPECT_TRUE(output_tensor->CopyDataFromTensor(output.data())); + + EXPECT_EQ(golden, output); +}