forked from jiuyuan/InfiniTensor
50 lines
1.5 KiB
C++
50 lines
1.5 KiB
C++
#include "core/graph.h"
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#include "core/kernel.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/unary.h"
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#include "test.h"
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namespace infini {
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template <class T>
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void testClip(const std::function<void(void *, size_t, DataType)> &generator,
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const Shape &shape) {
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// Runtime
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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 inputCpu = make_ref<TensorObj>(shape, DataType::Float32, cpuRuntime);
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// GPU
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Graph cudaGraph = make_ref<GraphObj>(cudaRuntime);
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auto inputGpu = cudaGraph->cloneTensor(inputCpu);
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float min = 2.0;
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float max = 4.0;
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auto gpuOp = cudaGraph->addOp<T>(inputGpu, nullptr, min, max);
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cudaGraph->dataMalloc();
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inputGpu->setData(generator);
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cudaRuntime->run(cudaGraph);
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auto outputGpu = gpuOp->getOutput();
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auto outputGpu2Cpu = outputGpu->clone(cpuRuntime);
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// CPU
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Graph cpuGraph = make_ref<GraphObj>(cpuRuntime);
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auto cpuOp = cpuGraph->addOp<T>(inputCpu, nullptr, min, max);
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cpuGraph->addTensor(inputCpu);
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cpuGraph->dataMalloc();
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inputCpu->setData(generator);
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cpuRuntime->run(cpuGraph);
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auto outputCpu = cpuOp->getOutput();
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// Check
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EXPECT_TRUE(outputCpu->equalData(outputGpu2Cpu));
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}
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TEST(cuDNN_Unary, run) {
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testClip<ClipObj>(IncrementalGenerator(), Shape{1, 2, 2, 3});
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}
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} // namespace infini
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