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added transpose_test from https://github.com/VeriSilicon/TIM-VX/issues/429

This commit is contained in:
Feiyue Chen 2022-10-08 09:35:07 +08:00 committed by Sven
parent 20db77ee61
commit a038df2a84
1 changed files with 77 additions and 0 deletions
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77
src/tim/vx/ops/transpose_test.cc Normal file
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#include "tim/vx/context.h"
#include "tim/vx/graph.h"
#include "tim/vx/ops/transpose.h"
#include "gtest/gtest.h"
TEST(Transpose, shape_1_3_float_3_1) {
auto ctx = tim::vx::Context::Create();
auto graph = ctx->CreateGraph();
tim::vx::ShapeType input_shape({1,3});
tim::vx::ShapeType output_shape({3,1});
tim::vx::TensorSpec input_spec(tim::vx::DataType::FLOAT32,
input_shape, tim::vx::TensorAttribute::INPUT);
tim::vx::TensorSpec output_spec(tim::vx::DataType::FLOAT32,
output_shape, tim::vx::TensorAttribute::OUTPUT);
auto input_tensor = graph->CreateTensor(input_spec);
auto output_tensor = graph->CreateTensor(output_spec);
std::vector<float> in_data = {
1,2,3
};
std::vector<float> golden = {
1,2,3
};
EXPECT_TRUE(input_tensor->CopyDataToTensor(
in_data.data(), in_data.size() * sizeof(int32_t)));
std::vector<u_int32_t> perm = {1, 0};
auto op = graph->CreateOperation<tim::vx::ops::Transpose>(perm);
(*op).BindInputs({input_tensor}).BindOutputs({output_tensor});
EXPECT_TRUE(graph->Compile());
EXPECT_TRUE(graph->Run());
std::vector<float> output(golden.size());
EXPECT_TRUE(output_tensor->CopyDataFromTensor(output.data()));
EXPECT_EQ(golden, output);
}
TEST(Transpose, shape_1_3_int32_3_1) {
auto ctx = tim::vx::Context::Create();
auto graph = ctx->CreateGraph();
tim::vx::ShapeType input_shape({1,3});
tim::vx::ShapeType output_shape({3,1});
tim::vx::TensorSpec input_spec(tim::vx::DataType::INT32,
input_shape, tim::vx::TensorAttribute::INPUT);
tim::vx::TensorSpec output_spec(tim::vx::DataType::INT32,
output_shape, tim::vx::TensorAttribute::OUTPUT);
auto input_tensor = graph->CreateTensor(input_spec);
auto output_tensor = graph->CreateTensor(output_spec);
std::vector<int32_t> in_data = {
1,2,3
};
std::vector<int32_t> golden = {
1,2,3
};
EXPECT_TRUE(input_tensor->CopyDataToTensor(
in_data.data(), in_data.size() * sizeof(float)));
std::vector<u_int32_t> perm = {1, 0};
auto op = graph->CreateOperation<tim::vx::ops::Transpose>(perm);
(*op).BindInputs({input_tensor}).BindOutputs({output_tensor});
EXPECT_TRUE(graph->Compile());
EXPECT_TRUE(graph->Run());
std::vector<int32_t> output(golden.size());
EXPECT_TRUE(output_tensor->CopyDataFromTensor(output.data()));
EXPECT_EQ(golden, output);
}