66 lines
3.0 KiB
C++
66 lines
3.0 KiB
C++
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/****************************************************************************
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*
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* Copyright (c) 2022 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/embedding_lookup.h"
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#include "gtest/gtest.h"
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TEST(EmbeddingLookup, shape_2_5_int32) {
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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 idx_shape({3});
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tim::vx::ShapeType lut_shape({2, 5});
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tim::vx::ShapeType out_shape({2, 3});
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tim::vx::TensorSpec idx_spec(tim::vx::DataType::INT32, idx_shape,
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tim::vx::TensorAttribute::INPUT);
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tim::vx::TensorSpec lut_spec(tim::vx::DataType::INT32, lut_shape,
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tim::vx::TensorAttribute::INPUT);
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tim::vx::TensorSpec out_spec(tim::vx::DataType::INT32, out_shape,
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tim::vx::TensorAttribute::OUTPUT);
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auto idx_tensor = graph->CreateTensor(idx_spec);
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auto lut_tensor = graph->CreateTensor(lut_spec);
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auto out_tensor = graph->CreateTensor(out_spec);
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std::vector<int32_t> idx_data = {0,3,4};
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std::vector<int32_t> lut_data = {
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1,2,3,4,5,6,7,8,9,10};
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std::vector<int32_t> golden = {
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1,2,7,8,9,10};
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EXPECT_TRUE(idx_tensor->CopyDataToTensor(idx_data.data(),
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idx_data.size() * sizeof(int32_t)));
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EXPECT_TRUE(lut_tensor->CopyDataToTensor(lut_data.data(),
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lut_data.size() * sizeof(int32_t)));
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auto op = graph->CreateOperation<tim::vx::ops::EmbeddingLookup>();
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(*op).BindInputs({idx_tensor,lut_tensor}).BindOutput(out_tensor);
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EXPECT_TRUE(graph->Compile());
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EXPECT_TRUE(graph->Run());
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std::vector<int32_t> output(golden.size());
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EXPECT_TRUE(out_tensor->CopyDataFromTensor(output.data()));
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EXPECT_EQ(golden, output);
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}
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