forked from jiuyuan/InfiniTensor
41 lines
1.2 KiB
C++
41 lines
1.2 KiB
C++
#include "core/graph.h"
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#include "core/runtime.h"
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#include "cuda/cuda_runtime.h"
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#include "cuda/cuda_utility.h"
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#include "operators/pad.h"
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#include "test.h"
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namespace infini {
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TEST(Pad, Cuda) {
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Runtime cpuRuntime = NativeCpuRuntimeObj::getInstance();
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auto cudaRuntime = make_ref<CudaRuntimeObj>();
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// Build input data on CPU
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Tensor icpu =
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make_ref<TensorObj>(Shape{1, 2, 3, 2}, DataType::Float32, cpuRuntime);
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// Build CUDA graph;
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Graph g = make_ref<GraphObj>(cudaRuntime);
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auto i = g->cloneTensor(icpu);
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auto op = g->addOp<PadObj>(i, nullptr, vector<int>{1, 0, 1, 1},
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vector<int>{0, 3});
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// allocate CUDA memory
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g->dataMalloc();
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i->setData(IncrementalGenerator());
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// Execute on CUDA
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cudaRuntime->run(g);
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// clone CUDA output to CPU
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auto o = op->getOutput();
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auto cpuo = o->clone(cpuRuntime);
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// check results on CPU
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EXPECT_TRUE(cpuo->equalData(
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vector<float>{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
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0, 1, 0, 2, 3, 0, 4, 5, 0, 6, 7, 0, 8, 9, 0, 10, 11, 0,
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0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}));
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}
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} // namespace infini
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