List of all items

Structs

• FormatConfig
• FormatPerformanceComparison
• FormatPerformanceResult
• SparseAnalysis
• autograd::SparseAutogradTensor
• autograd::SparseGradientAccumulator
• bsr::BsrTensor
• conversions::ConversionHints
• coo::CooTensor
• csc::CscTensor
• csr::CsrTensor
• custom_kernels::ElementWiseKernels
• custom_kernels::FormatConversionKernels
• custom_kernels::KernelDispatcher
• custom_kernels::ReductionKernels
• custom_kernels::SparseMatMulKernels
• dia::DiaTensor
• dsr::DsrTensor
• ell::EllTensor
• gpu::CudaSparseOps
• gpu::CudaSparseTensor
• gpu::CudaSparseTensorFactory
• hdf5_support::Hdf5SparseGroup
• hdf5_support::Hdf5SparseIO
• hdf5_support::Hdf5SparseMetadata
• hybrid::HybridTensor
• hybrid::RegionId
• layers::activation::SparseGELU
• layers::activation::SparseLeakyReLU
• layers::activation::SparseReLU
• layers::activation::SparseSigmoid
• layers::activation::SparseTanh
• layers::attention::SparseAttention
• layers::conv::GraphConvolution
• layers::conv::SparseConv1d
• layers::conv::SparseConv2d
• layers::linear::SparseEmbedding
• layers::linear::SparseLinear
• layers::norm::SparseBatchNorm
• layers::norm::SparseLayerNorm
• layers::pooling::SparseAdaptiveAvgPool2d
• layers::pooling::SparseAdaptiveMaxPool2d
• layers::pooling::SparseAvgPool1d
• layers::pooling::SparseAvgPool2d
• layers::pooling::SparseMaxPool1d
• layers::pooling::SparseMaxPool2d
• linalg::IncompleteLU
• linalg::SparseCholesky
• matlab_compat::MatlabSparseCompat
• matlab_compat::MatlabSparseMatrix
• matrix_market::MatrixMarketHeader
• matrix_market::MatrixMarketIO
• matrix_market::MatrixMarketSize
• matrix_market::MatrixMarketUtils
• memory_management::MemoryAwareSparseBuilder
• memory_management::MemoryPoolConfig
• memory_management::MemoryReport
• memory_management::MemoryStatistics
• memory_management::SparseMemoryHandle
• memory_management::SparseMemoryManager
• memory_management::SparseMemoryPool
• nn::attention::SparseAttention
• nn::common::traits::ModelSparsityAnalysis
• nn::common::traits::SavingsEstimate
• nn::common::traits::defaults::DefaultSparseInitializer
• nn::common::traits::defaults::MagnitudePruner
• nn::common::types::SparseInitConfig
• nn::common::types::SparseLayerConfig
• nn::common::types::SparseOps
• nn::common::types::SparseStats
• nn::common::utils::SparseAnalyzer
• nn::common::utils::SparseConverter
• nn::common::utils::SparsePatternAnalysis
• nn::common::utils::SparseWeightGenerator
• nn::convolution::SparseConv1d
• nn::convolution::SparseConv2d
• nn::graph::GraphAttention
• nn::graph::GraphConvolution
• nn::layers::embedding::SparseEmbedding
• nn::layers::embedding::SparseEmbeddingStats
• nn::layers::linear::SparseLinear
• nn::layers::linear::SparseMemoryStats
• nn::optimizers::sgd::SparseSGD
• nn::optimizers::sgd::SparseSGDBuilder
• optimizers::SparseAdam
• optimizers::SparseAdamW
• optimizers::SparseRMSprop
• optimizers::SparseSGD
• pattern_analysis::MatrixReorderer
• pattern_analysis::PatternAnalyzer
• pattern_analysis::PatternStatistics
• pattern_analysis::PatternVisualizer
• performance_tools::ComprehensiveAnalysisReport
• performance_tools::QuickPerformanceResult
• performance_tools::core::BenchmarkConfig
• performance_tools::core::PerformanceMeasurement
• performance_tools::core::SparseProfiler
• performance_tools::export::exporter::PerformanceExporter
• performance_tools::export::plot_data::PlotData
• performance_tools::export::tensorboard_exporter::TensorBoardExporter
• performance_tools::export::trend_analyzer::TrendAnalysis
• performance_tools::export::trend_analyzer::TrendAnalyzer
• performance_tools::memory::CachePerformanceResult
• performance_tools::memory::MemoryAnalysis
• performance_tools::memory::MemoryBreakdown
• performance_tools::memory::MemoryTracker
• performance_tools::memory::MemoryUsageResult
• performance_tools::optimization::auto_tuner::AutoTuner
• performance_tools::optimization::hardware::CacheInfo
• performance_tools::optimization::hardware::CpuInfo
• performance_tools::optimization::hardware::HardwareBenchmark
• performance_tools::optimization::hardware::MemoryInfo
• performance_tools::optimization::hardware::SystemCapabilityReport
• performance_tools::optimization::hardware::SystemInfo
• performance_tools::optimization::types::InputCharacteristics
• performance_tools::optimization::types::TuningResult
• performance_tools::reporting::MemoryStatistics
• performance_tools::reporting::MetricStatistics
• performance_tools::reporting::OperationStatistics
• performance_tools::reporting::PerformanceReport
• performance_tools::reporting::PerformanceSummary
• performance_tools::reporting::StatisticsCollector
• rle::RleTensor
• rle::Run
• scipy_sparse::ScipySparseData
• scipy_sparse::ScipySparseIntegration
• scirs2_sparse_integration::OptimizationStats
• scirs2_sparse_integration::SciRS2SparseProcessor
• scirs2_sparse_integration::SparseConfig
• scirs2_sparse_integration::SparseFactorization
• scirs2_sparse_integration::SparseMatrixInfo
• scirs2_sparse_integration::SparseTensor
• symmetric::SymmetricTensor
• unified_interface::AccessPatterns
• unified_interface::MemoryStats
• unified_interface::OperationRecord
• unified_interface::OptimizationConfig
• unified_interface::OptimizationFlags
• unified_interface::OptimizationReport
• unified_interface::PerformanceHints
• unified_interface::PerformanceSummary
• unified_interface::TensorMetadata
• unified_interface::UnifiedSparseTensor
• unified_interface::UnifiedSparseTensorFactory

Enums

• SparseFormat
• autograd::SparseData
• conversions::optimization::ConversionPath
• hdf5_support::Hdf5SparseDataStructure
• hybrid::PartitionStrategy
• hybrid::SparsityPattern
• matrix_market::MatrixMarketField
• matrix_market::MatrixMarketFormat
• matrix_market::MatrixMarketObject
• matrix_market::MatrixMarketSymmetry
• nn::common::types::SparseFormat
• nn::common::types::SparseInitStrategy
• pattern_analysis::AdvancedSparsityPattern
• pattern_analysis::ClusteringAlgorithm
• pattern_analysis::ReorderingAlgorithm
• performance_tools::export::trend_analyzer::TrendDirection
• performance_tools::memory::MemoryAccessPattern
• performance_tools::optimization::types::DistributionPattern
• performance_tools::optimization::types::OperationType
• performance_tools::optimization::types::OptimizationStrategy
• scipy_sparse::ScipyFormat
• scirs2_sparse_integration::FactorizationType
• scirs2_sparse_integration::SIMDLevel
• scirs2_sparse_integration::SolverMethod
• scirs2_sparse_integration::SparseFormat
• scirs2_sparse_integration::SparseOperation
• symmetric::SymmetricMode

Traits

• SparseTensor
• autograd::SparseGradFn
• nn::common::traits::SparseActivation
• nn::common::traits::SparseAnalyzer
• nn::common::traits::SparseConverter
• nn::common::traits::SparseInitializer
• nn::common::traits::SparseLayer
• nn::common::traits::SparseNormalization
• nn::common::traits::SparseOptimizer
• nn::common::traits::SparsePooling
• nn::common::traits::SparsePruner
• optimizers::SparseOptimizer

Macros

• from_scipy
• to_scipy

Functions

• analyze_sparse_tensor
• compare_format_performance
• conversions::direct_conversions::csc_to_csr_direct
• conversions::direct_conversions::csr_to_csc_direct
• conversions::direct_conversions::symmetric_to_full_triplets
• conversions::optimization::analyze_conversion_hints
• conversions::optimization::choose_optimal_path
• conversions::patterns::aggregate_duplicate_triplets
• conversions::patterns::dense_to_sparse_with_threshold
• conversions::patterns::extract_triplets
• conversions::patterns::filter_triplets_by_threshold
• conversions::patterns::sort_triplets_col_major
• conversions::patterns::sort_triplets_row_major
• conversions::patterns::triplets_to_coo
• conversions::validation::validate_2d_tensor
• conversions::validation::validate_array_lengths
• conversions::validation::validate_sparse_indices
• conversions::validation::validate_square_matrix
• convert_sparse_format
• hdf5_support::load_sparse_matrix
• hdf5_support::save_sparse_matrix
• hybrid::auto_select_format
• linalg::bicgstab
• linalg::conjugate_gradient
• linalg::gmres
• linalg::power_iteration
• matlab_compat::export_to_matlab_script
• matlab_compat::matlab_sparse_from_triplets
• memory_management::create_sparse_with_memory_management
• ops::abs
• ops::addcdiv
• ops::addcmul
• ops::addmm
• ops::clamp
• ops::diag
• ops::element_add
• ops::element_div
• ops::element_sub
• ops::masked_fill
• ops::max
• ops::max_abs
• ops::mean
• ops::mean_axis
• ops::min
• ops::norm
• ops::pow
• ops::scale
• ops::sign
• ops::spadd
• ops::sparse_log_softmax
• ops::sparse_matmul
• ops::sparse_matmul_blocked
• ops::sparse_matmul_optimized
• ops::sparse_softmax
• ops::sphadamard
• ops::spmm
• ops::sqrt
• ops::square
• ops::std
• ops::std_axis
• ops::sum
• ops::sum_axis
• ops::transpose
• ops::triangular_solve
• ops::var_axis
• performance_tools::comprehensive_analysis
• performance_tools::default_profiler
• performance_tools::fast_profiler
• performance_tools::memory::analyze_sparse_memory
• performance_tools::memory::benchmark_cache_performance
• performance_tools::memory::generate_memory_optimization_recommendations
• performance_tools::memory_profiler
• performance_tools::quick_performance_check
• performance_tools::thorough_profiler
• scirs2_integration::coo_to_scirs2
• scirs2_integration::scirs2_add
• scirs2_integration::scirs2_enhanced_ops
• scirs2_integration::scirs2_to_coo
• scirs2_sparse_integration::create_gpu_sparse_processor
• scirs2_sparse_integration::create_nn_sparse_processor
• scirs2_sparse_integration::create_sparse_processor
• sparse_auto_from_dense
• sparse_from_dense
• sparse_from_dense_with_config
• sparse_hybrid_from_dense

Type Aliases

• TorshResult
• nn::Format
• nn::InitConfig
• nn::LayerConfig

Constants

• VERSION
• VERSION_MAJOR
• VERSION_MINOR
• VERSION_PATCH