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Added a matmul unit_test for issue 271 (#278) 

https://github.com/VeriSilicon/TIM-VX/issues/271

Signed-off-by: Chen Xin <jack.chen@verisilicon.com>

Co-authored-by: Chen Xin <jack.chen@verisilicon.com>
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chxin66 2022-01-19 22:35:44 +08:00 committed by GitHub
parent 32308f62c5
commit 3b11a6a5b2
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1 changed files with 42 additions and 0 deletions
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42
src/tim/vx/ops/matmul_test.cc
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@ -76,6 +76,48 @@ TEST(Matmul, shape_2_6_shape_6_2_float) {
EXPECT_TRUE(ArraysMatch(golden, output, 1e-5f)); EXPECT_TRUE(ArraysMatch(golden, output, 1e-5f));
} }
TEST(Matmul, shape_3_1_shape_1_3_float) {
auto ctx = tim::vx::Context::Create();
auto graph = ctx->CreateGraph();
tim::vx::ShapeType a_shape({3, 1});
tim::vx::ShapeType b_shape({1, 3});
tim::vx::ShapeType out_shape({1, 1});
tim::vx::TensorSpec a_spec(tim::vx::DataType::FLOAT32,
a_shape, tim::vx::TensorAttribute::INPUT);
tim::vx::TensorSpec b_spec(tim::vx::DataType::FLOAT32,
b_shape, tim::vx::TensorAttribute::INPUT);
tim::vx::TensorSpec out_spec(tim::vx::DataType::FLOAT32,
out_shape, tim::vx::TensorAttribute::OUTPUT);
auto a_tensor = graph->CreateTensor(a_spec);
auto b_tensor = graph->CreateTensor(b_spec);
auto out_tensor = graph->CreateTensor(out_spec);
std::vector<float> a_data = {
-0.22248997, -2.0454798, -1.4306251,
};
std::vector<float> b_data = {
-0.6248956, -0.50848556, -0.42812803,
};
std::vector<float> golden = {
1.7916206,
};
EXPECT_TRUE(a_tensor->CopyDataToTensor(a_data.data(), a_data.size() * sizeof(float)));
EXPECT_TRUE(b_tensor->CopyDataToTensor(b_data.data(), b_data.size() * sizeof(float)));
auto op = graph->CreateOperation<tim::vx::ops::Matmul>();
(*op).BindInputs({a_tensor, b_tensor}).BindOutputs({out_tensor});
EXPECT_TRUE(graph->Compile());
EXPECT_TRUE(graph->Run());
std::vector<float> output(golden.size());
EXPECT_TRUE(out_tensor->CopyDataFromTensor(output.data()));
EXPECT_TRUE(ArraysMatch(golden, output, 1e-5f));
}
TEST(Matmul, shape_2_3_2_shape_2_3_2_float_transpose_b) { TEST(Matmul, shape_2_3_2_shape_2_3_2_float_transpose_b) {
auto ctx = tim::vx::Context::Create(); auto ctx = tim::vx::Context::Create();
auto graph = ctx->CreateGraph(); auto graph = ctx->CreateGraph();