76 lines
3.2 KiB
C++
76 lines
3.2 KiB
C++
/****************************************************************************
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*
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* Copyright (c) 2021 Vivante Corporation
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*
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* Permission is hereby granted, free of charge, to any person obtaining a
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* copy of this software and associated documentation files (the "Software"),
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* to deal in the Software without restriction, including without limitation
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* the rights to use, copy, modify, merge, publish, distribute, sublicense,
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* and/or sell copies of the Software, and to permit persons to whom the
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* Software is furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in
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* all copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
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* FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
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* DEALINGS IN THE SOFTWARE.
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*
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*****************************************************************************/
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#include "tim/vx/context.h"
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#include "tim/vx/graph.h"
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#include "tim/vx/ops/spatial_transformer.h"
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#include "gtest/gtest.h"
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TEST(SpatialTransformer, shape_1_3_3_1_u8) {
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auto ctx = tim::vx::Context::Create();
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auto graph = ctx->CreateGraph();
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tim::vx::ShapeType in_shape({1, 3, 3, 1});
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tim::vx::ShapeType theta_shape({6});
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tim::vx::ShapeType out_shape({1, 3, 3, 1});
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tim::vx::Quantization io_quant(tim::vx::QuantType::ASYMMETRIC, 0.5, 0);
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tim::vx::TensorSpec input_spec(tim::vx::DataType::UINT8,
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in_shape, tim::vx::TensorAttribute::INPUT, io_quant);
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tim::vx::TensorSpec theta_spec(tim::vx::DataType::UINT8,
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theta_shape, tim::vx::TensorAttribute::INPUT, io_quant);
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tim::vx::TensorSpec output_spec(tim::vx::DataType::UINT8,
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out_shape, tim::vx::TensorAttribute::OUTPUT, io_quant);
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auto input_tensor = graph->CreateTensor(input_spec);
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auto theta_tensor = graph->CreateTensor(input_spec);
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auto output_tensor = graph->CreateTensor(output_spec);
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std::vector<uint8_t> in_data = {
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2, 4, 6,
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2, 4, 6,
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2, 4, 6 };
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std::vector<uint8_t> theta_data = {
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2, 2, 2,
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2, 2, 2 };
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std::vector<uint8_t> values_golden = {
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2,3,2,
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2,3,2,
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2,3,2 };
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EXPECT_TRUE(input_tensor->CopyDataToTensor(in_data.data(), in_data.size()));
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EXPECT_TRUE(theta_tensor->CopyDataToTensor(theta_data.data(), theta_data.size()));
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auto op = graph->CreateOperation<tim::vx::ops::SpatialTransformer>(
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3, 3, true, true, true, true, true, true,
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1.0, 1.0, 1.0, 1.0, 1.0, 1.0
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);
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(*op).BindInputs({input_tensor, theta_tensor}).BindOutputs({output_tensor});
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EXPECT_TRUE(graph->Compile());
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EXPECT_TRUE(graph->Run());
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std::vector<uint8_t> output_values(values_golden.size());
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EXPECT_TRUE(output_tensor->CopyDataFromTensor(output_values.data()));
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EXPECT_EQ(values_golden, output_values);
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}
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