#pragma once #include #include class PetscMatrixSampler : public HMatrixSampler { protected: Mat A; typedef typename VectorContainer::type HRealVector; typedef typename VectorContainer::type HIntVector; HIntVector hindexmap; HRealVector hbuffer_in, hbuffer_out; #if defined(PETSC_HAVE_CUDA) && defined(H2OPUS_USE_GPU) H2OpusDeviceVector dindexmap; H2OpusDeviceVector dbuffer_in, dbuffer_out; #endif bool gpusampling; h2opusComputeStream_t stream; private: void Init(); void VerifyBuffers(int); void PermuteBuffersIn(int, H2Opus_Real *, H2Opus_Real **, H2Opus_Real *, H2Opus_Real **); void PermuteBuffersOut(int, H2Opus_Real *); public: PetscMatrixSampler(); PetscMatrixSampler(Mat); ~PetscMatrixSampler(); void SetSamplingMat(Mat); void SetIndexMap(int, int *); void SetGPUSampling(bool); void SetStream(h2opusComputeStream_t); virtual void sample(H2Opus_Real *, H2Opus_Real *, int); Mat GetSamplingMat() { return A; } }; void PetscMatrixSampler::Init() { this->A = NULL; this->gpusampling = false; this->stream = NULL; } PetscMatrixSampler::PetscMatrixSampler() { Init(); } PetscMatrixSampler::PetscMatrixSampler(Mat A) { Init(); SetSamplingMat(A); } void PetscMatrixSampler::SetSamplingMat(Mat A) { PetscMPIInt size = 1; if (A) PetscCallVoid(static_cast(MPI_Comm_size(PetscObjectComm((PetscObject)A), &size))); if (size > 1) PetscCallVoid(PETSC_ERR_SUP); PetscCallVoid(PetscObjectReference((PetscObject)A)); PetscCallVoid(MatDestroy(&this->A)); this->A = A; } void PetscMatrixSampler::SetStream(h2opusComputeStream_t stream) { this->stream = stream; } void PetscMatrixSampler::SetIndexMap(int n, int *indexmap) { copyVector(this->hindexmap, indexmap, n, H2OPUS_HWTYPE_CPU); #if defined(PETSC_HAVE_CUDA) && defined(H2OPUS_USE_GPU) copyVector(this->dindexmap, indexmap, n, H2OPUS_HWTYPE_CPU); #endif } void PetscMatrixSampler::VerifyBuffers(int nv) { if (this->hindexmap.size()) { size_t n = this->hindexmap.size(); if (!this->gpusampling) { if (hbuffer_in.size() < (size_t)n * nv) hbuffer_in.resize(n * nv); if (hbuffer_out.size() < (size_t)n * nv) hbuffer_out.resize(n * nv); } else { #if defined(PETSC_HAVE_CUDA) && defined(H2OPUS_USE_GPU) if (dbuffer_in.size() < (size_t)n * nv) dbuffer_in.resize(n * nv); if (dbuffer_out.size() < (size_t)n * nv) dbuffer_out.resize(n * nv); #endif } } } void PetscMatrixSampler::PermuteBuffersIn(int nv, H2Opus_Real *v, H2Opus_Real **w, H2Opus_Real *ov, H2Opus_Real **ow) { *w = v; *ow = ov; VerifyBuffers(nv); if (this->hindexmap.size()) { size_t n = this->hindexmap.size(); if (!this->gpusampling) { permute_vectors(v, this->hbuffer_in.data(), n, nv, this->hindexmap.data(), 1, H2OPUS_HWTYPE_CPU, this->stream); *w = this->hbuffer_in.data(); *ow = this->hbuffer_out.data(); } else { #if defined(PETSC_HAVE_CUDA) && defined(H2OPUS_USE_GPU) permute_vectors(v, this->dbuffer_in.data(), n, nv, this->dindexmap.data(), 1, H2OPUS_HWTYPE_GPU, this->stream); *w = this->dbuffer_in.data(); *ow = this->dbuffer_out.data(); #endif } } } void PetscMatrixSampler::PermuteBuffersOut(int nv, H2Opus_Real *v) { VerifyBuffers(nv); if (this->hindexmap.size()) { size_t n = this->hindexmap.size(); if (!this->gpusampling) { permute_vectors(this->hbuffer_out.data(), v, n, nv, this->hindexmap.data(), 0, H2OPUS_HWTYPE_CPU, this->stream); } else { #if defined(PETSC_HAVE_CUDA) && defined(H2OPUS_USE_GPU) permute_vectors(this->dbuffer_out.data(), v, n, nv, this->dindexmap.data(), 0, H2OPUS_HWTYPE_GPU, this->stream); #endif } } } void PetscMatrixSampler::SetGPUSampling(bool gpusampling) { this->gpusampling = gpusampling; } PetscMatrixSampler::~PetscMatrixSampler() { PetscCallVoid(MatDestroy(&A)); } void PetscMatrixSampler::sample(H2Opus_Real *x, H2Opus_Real *y, int samples) { MPI_Comm comm = PetscObjectComm((PetscObject)this->A); Mat X = NULL, Y = NULL; PetscInt M, N, m, n; H2Opus_Real *px, *py; VecType vtype; if (!this->A) PetscCallVoid(PETSC_ERR_PLIB); PetscCallVoid(MatGetSize(this->A, &M, &N)); PetscCallVoid(MatGetVecType(this->A, &vtype)); PetscCallVoid(MatGetLocalSize(this->A, &m, &n)); PetscCallVoid(PetscObjectGetComm((PetscObject)A, &comm)); PermuteBuffersIn(samples, x, &px, y, &py); if (!this->gpusampling) { PetscCallVoid(MatCreateDense(comm, n, PETSC_DECIDE, N, samples, px, &X)); PetscCallVoid(MatCreateDense(comm, m, PETSC_DECIDE, M, samples, py, &Y)); PetscCallVoid(MatSetVecType(X, vtype)); PetscCallVoid(MatSetVecType(Y, vtype)); } else { #if defined(PETSC_HAVE_CUDA) PetscCallVoid(MatCreateDenseCUDA(comm, n, PETSC_DECIDE, N, samples, px, &X)); PetscCallVoid(MatCreateDenseCUDA(comm, m, PETSC_DECIDE, M, samples, py, &Y)); PetscCallVoid(MatSetVecType(X, vtype)); PetscCallVoid(MatSetVecType(Y, vtype)); #endif } PetscCallVoid(MatMatMult(this->A, X, MAT_REUSE_MATRIX, PETSC_DETERMINE, &Y)); #if defined(PETSC_HAVE_CUDA) if (this->gpusampling) { const PetscScalar *dummy; PetscCallVoid(MatDenseCUDAGetArrayRead(Y, &dummy)); PetscCallVoid(MatDenseCUDARestoreArrayRead(Y, &dummy)); } #endif PermuteBuffersOut(samples, y); PetscCallVoid(MatDestroy(&X)); PetscCallVoid(MatDestroy(&Y)); }