List of all items

Structs

• amp::AMPConfig
• amp::AMPOptimizer
• amp::AutocastContext
• amp::GradScaler
• amp::ParamGroup
• amp::ScalerState
• amp::ScalerStats
• amp::TrainingStats
• autograd::Variable
• autograd::context::AnomalyDetectionGuard
• autograd::context::EnableGradGuard
• autograd::context::GradientContext
• autograd::context::NoGradGuard
• autograd::function::AddFunction
• autograd::function::MatMulFunction
• autograd::function::MulFunction
• autograd::function::SubFunction
• autograd::function::SumFunction
• autograd::grad_fn::AddBackward
• autograd::grad_fn::MatMulBackward
• autograd::grad_fn::MeanBackward
• autograd::grad_fn::MulBackward
• autograd::grad_fn::SubBackward
• autograd::grad_fn::SumBackward
• autograd::gradcheck::GradCheckConfig
• autograd::gradcheck::GradCheckResult
• autograd::graph::ComputationGraph
• autograd::graph::GraphNode
• autograd::linear_grad_fn::LinearBackward
• autograd::visualization::GradientFlowAnalyzer
• autograd::visualization::GradientFlowSummary
• autograd::visualization::GradientFlowVisualizer
• autograd::visualization::NodeInfo
• backends::BackendFactory
• backends::ConvolutionParams
• backends::DeviceInfo
• backends::compute_backend::DeviceManager
• backends::compute_backend::PerformanceMetrics
• backends::cpu_unified::CpuBackend
• backends::cpu_unified::CpuSimdFeatures
• convert::parser::core::ModelParser
• convert::parser::formats::ArchitectureDescription
• convert::parser::formats::ConnectionDefinition
• convert::parser::formats::LayerDefinition
• convert::parser::formats::ModelMetadata
• convert::parser::types::LayerInfo
• convert::parser::types::ModelGraph
• convert::parser::validation::ModelValidator
• convert::pytorch_to_rustorch_simplified::LayerDescription
• convert::pytorch_to_rustorch_simplified::SimpleLayerDescription
• convert::pytorch_to_rustorch_simplified::SimplePyTorchConverter
• convert::pytorch_to_rustorch_simplified::SimplifiedPyTorchModel
• data::dataloader::DataLoader
• data::dataset::ConcatDataset
• data::dataset::TensorDataset
• data::sampler::BatchSampler
• data::sampler::RandomSampler
• data::sampler::SequentialSampler
• data::sampler::SubsetRandomSampler
• data::sampler::WeightedRandomSampler
• debug::AnalysisSummary
• debug::DebugFramework
• debug::DebugReport
• debug::DebugSession
• debug::FrameworkConfig
• debug::LogSummary
• debug::ProfileGuard
• debug::debug_utils::DebugUtils
• debug::debug_utils::DiagnosticContext
• debug::debug_utils::MemorySnapshot
• debug::debug_utils::PerfTimer
• debug::debug_utils::StackTrace
• debug::debug_utils::SystemInfo
• debug::log_analyzer::AlertNotification
• debug::log_analyzer::AlertRule
• debug::log_analyzer::LogAnalyzer
• debug::log_analyzer::LogPattern
• debug::log_analyzer::PatternMatch
• debug::logger::LogEntry
• debug::logger::Logger
• debug::memory_tracker::AllocationInfo
• debug::memory_tracker::ComponentMemoryStats
• debug::memory_tracker::MemoryReport
• debug::memory_tracker::MemoryTracker
• debug::profiler::DebugProfiler
• debug::profiler::OperationStats
• debug::profiler::PerformanceMetrics
• debug::profiler::ProfileEntry
• debug::profiler::ProfileScope
• distributed::DistributedState
• distributed::ProcessGroup
• distributed::api::DistributedRequest
• distributed::api::Group
• distributed::api::monitoring::CommunicationStats
• distributed::async_gradient::AsyncConfig
• distributed::async_gradient::AsyncGradContext
• distributed::async_gradient::AsyncGradientSynchronizer
• distributed::async_gradient::GradientBucket
• distributed::async_gradient::GradientBucketManager
• distributed::async_gradient::GradientSyncCompletion
• distributed::async_gradient::GradientSyncRequest
• distributed::async_gradient::compression::CompressedGradient
• distributed::backends::BackendFactory
• distributed::backends::GlooBackend
• distributed::backends::GlooContext
• distributed::backends::TCPBackend
• distributed::backends::TCPConnection
• distributed::cluster::ClusterConfig
• distributed::cluster::ClusterManager
• distributed::cluster::ClusterStatus
• distributed::cluster::FaultToleranceConfig
• distributed::cluster::HeartbeatMonitor
• distributed::cluster::NodeCapabilities
• distributed::cluster::NodeInfo
• distributed::cluster::ResourceScheduler
• distributed::cluster::ResourceUsage
• distributed::common::CommonOps
• distributed::data_parallel::DataParallel
• distributed::data_parallel::DistributedDataIterator
• distributed::data_parallel::DistributedDataLoader
• distributed::data_parallel::DistributedSampler
• distributed::ddp::DistributedDataParallel
• distributed::model_parallel::CommunicationOp
• distributed::model_parallel::ExpertParallel
• distributed::model_parallel::MemoryStats
• distributed::model_parallel::ModelParallel
• distributed::model_parallel::PipelineConfig
• distributed::model_parallel::TensorParallel
• distributed::multi_gpu_validation::BenchmarkResults
• distributed::multi_gpu_validation::GpuDeviceInfo
• distributed::multi_gpu_validation::MemoryUsage
• distributed::multi_gpu_validation::MultiGpuValidator
• distributed::multi_gpu_validation::ProcessGroup
• distributed::multi_gpu_validation::ValidationMetrics
• distributed::nccl_integration::TimingStats
• distributed::optimizer::DistributedOptimizer
• distributed::optimizer::DistributedOptimizerBuilder
• distributed::optimizer::GradientBucket
• distributed::performance::CommunicationScheduler
• distributed::performance::CompressedGradient
• distributed::performance::GradientCompressor
• distributed::performance::MemoryPoolStats
• distributed::performance::OperationMetadata
• distributed::performance::PendingOperation
• distributed::performance::TensorMemoryPool
• distributed::simple_ddp::SimpleDistributedDataParallel
• distributions::DistributionUtils
• distributions::bernoulli::Bernoulli
• distributions::beta::Beta
• distributions::categorical::Categorical
• distributions::distribution::Distribution
• distributions::distribution::DistributionRegistry
• distributions::exponential::Exponential
• distributions::gamma::Gamma
• distributions::normal::Normal
• distributions::uniform::Uniform
• error::context::ErrorContext
• error::context::ErrorLocation
• execution::dynamic::DynamicExecutionContext
• execution::dynamic::DynamicExecutionStats
• execution::dynamic::DynamicNode
• execution::dynamic::ExecutionPlan
• execution::dynamic::FusedOperation
• execution::dynamic::JitCompiler
• execution::dynamic::JitStats
• execution::dynamic::MemoryAllocation
• execution::dynamic::MemoryPlan
• execution::dynamic::PlannedOperation
• execution::runtime::BottleneckInfo
• execution::runtime::CachedExecution
• execution::runtime::GraphBuilder
• execution::runtime::JitCompilationMetrics
• execution::runtime::MemoryMetrics
• execution::runtime::ParallelExecutionMetrics
• execution::runtime::ProfileResult
• execution::runtime::RuntimeConfig
• execution::runtime::RuntimeEngine
• execution::runtime::RuntimeMetrics
• formats::pytorch::PyTorchModel
• formats::pytorch::StateDict
• formats::pytorch::TensorData
• formats::safetensors::SafetensorsLoader
• formats::safetensors::SafetensorsSaver
• gpu::DeviceCapability
• gpu::DeviceManager
• gpu::GpuContext
• gpu::benchmark::config::BenchmarkConfig
• gpu::benchmark::result::BenchmarkResult
• gpu::benchmark::suite::PerformanceBenchmark
• gpu::cuda_enhanced::CudaMatrixExecutor
• gpu::cuda_kernels::CudaBuffer
• gpu::cuda_kernels::CudaKernelExecutor
• gpu::cuda_kernels::CudaKernelParams
• gpu::cuda_kernels::DeviceProperties
• gpu::custom_kernels::CompiledKernel
• gpu::custom_kernels::CustomKernelManager
• gpu::custom_kernels::KernelConfig
• gpu::custom_kernels::KernelStats
• gpu::device::CpuDevice
• gpu::device::CpuStream
• gpu::device::DeviceCapabilities
• gpu::device::DeviceInfo
• gpu::device::DeviceRegistry
• gpu::device::GpuBackend
• gpu::device_cache::CacheStats
• gpu::device_cache::CachedDevice
• gpu::device_cache::CoreMLCache
• gpu::device_cache::DeviceCache
• gpu::distributed_training::DistributedTrainer
• gpu::distributed_training::FaultToleranceConfig
• gpu::distributed_training::ParameterServer
• gpu::distributed_training::ParameterUpdate
• gpu::distributed_training::TrainingConfig
• gpu::distributed_training::TrainingMetrics
• gpu::kernels::AddKernel
• gpu::kernels::ConvKernel
• gpu::kernels::KernelExecutor
• gpu::kernels::KernelParams
• gpu::kernels::MatMulKernel
• gpu::matrix_ops::GpuBatchMatrixExecutor
• gpu::matrix_ops::GpuMatrixExecutor
• gpu::memory::DataTransfer
• gpu::memory::GpuMemoryManager
• gpu::memory::GpuMemoryPool
• gpu::memory::MemoryAllocation
• gpu::memory::MemoryStats
• gpu::memory_ops::cpu_fallback::CpuFallback
• gpu::memory_ops::cuda::CudaOperations
• gpu::memory_ops::manager::GpuMemoryManager
• gpu::memory_ops::metal::MetalOperations
• gpu::memory_ops::opencl::OpenCLOperations
• gpu::metal_kernels::MetalBuffer
• gpu::metal_kernels::MetalKernelExecutor
• gpu::metal_kernels::MetalKernelParams
• gpu::multi_gpu::BatchSplitter
• gpu::multi_gpu::CommOptimization
• gpu::multi_gpu::CommunicationGroup
• gpu::multi_gpu::CommunicationManager
• gpu::multi_gpu::DataParallelTrainer
• gpu::multi_gpu::GpuTopology
• gpu::multi_gpu::GradientAggregator
• gpu::multi_gpu::LoadBalancer
• gpu::multi_gpu::ModelParallelPartitioner
• gpu::multi_gpu::MultiGpuContext
• gpu::multi_gpu::PipelineScheduler
• gpu::multi_gpu::TransferStatistics
• gpu::multi_gpu_profiler::CommunicationMetrics
• gpu::multi_gpu_profiler::GpuMetrics
• gpu::multi_gpu_profiler::MultiGpuProfiler
• gpu::multi_gpu_profiler::OptimizationRecommendation
• gpu::multi_gpu_profiler::PerformanceBottleneck
• gpu::multi_gpu_profiler::PerformanceReport
• gpu::multi_gpu_profiler::PerformanceSnapshot
• gpu::multi_gpu_profiler::PerformanceTrends
• gpu::multi_gpu_profiler::TrainingSessionMetrics
• gpu::opencl_kernels::OpenClBuffer
• gpu::opencl_kernels::OpenClKernelExecutor
• gpu::opencl_kernels::OpenClKernelParams
• gpu::opencl_optimized::OpenClDeviceInfo
• gpu::opencl_optimized::OpenClMatrixExecutor
• gpu::performance_benchmark::BenchmarkConfig
• gpu::performance_benchmark::BenchmarkResult
• gpu::performance_benchmark::PerformanceBenchmark
• gpu::performance_optimizer::DeviceProfile
• gpu::performance_optimizer::PerformanceBenchmark
• gpu::performance_optimizer::PerformanceMetrics
• gpu::performance_optimizer::PerformanceOptimizer
• gpu::performance_optimizer::PerformanceStats
• gpu::reduction_ops::GpuReductionExecutor
• gpu::smart_device_selector::DeviceThresholds
• gpu::smart_device_selector::OperationProfile
• gpu::smart_device_selector::SmartDeviceSelector
• gpu::sync_primitives::GpuEvent
• gpu::sync_primitives::GpuStream
• gpu::sync_primitives::MultiGpuBarrier
• gpu::sync_primitives::StreamManager
• gpu::unified_kernel_simple::KernelMetrics
• gpu::unified_kernel_simple::KernelParams
• gpu::unified_kernel_simple::KernelSelector
• gpu::unified_kernel_simple::UnifiedKernelExecutor
• gpu::validation::GpuValidator
• gpu::validation::ValidationResult
• gpu::verification_tests::VerificationResult
• gpu::verification_tests::VerificationTestSuite
• memory::ComprehensiveMemoryManager
• memory::ComprehensiveReport
• memory::MemoryPool
• memory::OptimizationSummary
• memory::PoolStats
• memory::SystemHealthStatus
• memory::analytics::AllocationRecord
• memory::analytics::AnalyticsConfig
• memory::analytics::AnalyticsStats
• memory::analytics::FragmentationAnalysis
• memory::analytics::LeakStats
• memory::analytics::MemoryAnalytics
• memory::analytics::MemoryHotspot
• memory::analytics::MemoryReport
• memory::enhanced_pool::DeduplicationStats
• memory::enhanced_pool::EnhancedMemoryPool
• memory::enhanced_pool::EnhancedPoolStats
• memory::enhanced_pool::GcStats
• memory::enhanced_pool::PoolConfig
• memory::optimizer::CacheEntry
• memory::optimizer::LifecycleCharacteristics
• memory::optimizer::MemoryOptimizer
• memory::optimizer::MemoryPrediction
• memory::optimizer::MemoryUsageSnapshot
• memory::optimizer::OptimizationStats
• memory::optimizer::OptimizerConfig
• memory::optimizer::UsagePattern
• memory::pressure_monitor::AdaptivePressureMonitor
• memory::pressure_monitor::MemorySnapshot
• memory::pressure_monitor::MonitorConfig
• memory::pressure_monitor::MonitorStats
• memory::pressure_monitor::PressureTrend
• model_import::ImportedModel
• model_import::LayerInfo
• model_import::ModelArchitecture
• model_import::ModelImporter
• model_import::ModelMetadata
• model_import::ModelStructure
• model_import::TensorSpec
• model_import::formats::CustomFormat
• model_import::formats::FormatCompatibility
• model_import::formats::FormatValidator
• model_import::formats::OptimizationProfile
• model_import::onnx::LayerDescription
• model_import::onnx::OnnxGraph
• model_import::onnx::OnnxModel
• model_import::onnx::OnnxNode
• model_import::onnx::OnnxTensorInfo
• model_import::pytorch::LayerDescription
• model_import::pytorch::TorchLayerDescription
• model_import::pytorch::TorchModelInfo
• model_import::pytorch::TorchStateDict
• model_import::pytorch::TorchTensorInfo
• models::InferenceEngine
• models::Metrics
• models::cnn::CNN
• models::cnn::CNNBuilder
• models::cnn::ResNet
• models::cnn::ResNetBlock
• models::cnn::ResNetBuilder
• models::high_level::FitConfig
• models::high_level::TrainingHistory
• models::rnn::LSTMModel
• models::rnn::LSTMModelBuilder
• models::rnn::RNNModel
• models::rnn::RNNModelBuilder
• models::rnn::Seq2SeqModel
• models::sequential::Sequential
• models::sequential::SequentialBuilder
• models::sequential_basic::BasicSequential
• models::sequential_basic::BasicSequentialBuilder
• models::serialization::CheckpointInfo
• models::serialization::ModelConverter
• models::serialization::ModelInfo
• models::serialization::ModelLoader
• models::serialization::ModelSaver
• models::serialization::ModelStateDict
• models::training::EvaluationMetrics
• models::training::InferenceEngine
• models::training::Trainer
• models::training::TrainerBuilder
• models::training::TrainingConfig
• models::training::TrainingResult
• models::transformer_models::BERT
• models::transformer_models::BERTBuilder
• models::transformer_models::BERTConfig
• models::transformer_models::BERTEmbeddings
• models::transformer_models::GPT
• models::transformer_models::GPTConfig
• models::transformer_models::TransformerModel
• models::transformer_models::TransformerModelBuilder
• nn::Sequential
• nn::activation::GELU
• nn::activation::GLU
• nn::activation::ReLU
• nn::activation::Softmax
• nn::activation::Swish
• nn::activation::Tanh
• nn::adaptive_pool::AdaptiveAvgPool2d
• nn::adaptive_pool::AdaptiveMaxPool2d
• nn::attention::CrossAttention
• nn::attention::MultiheadAttention
• nn::batchnorm::BatchNorm1d
• nn::batchnorm::BatchNorm2d
• nn::conv1d::Conv1d
• nn::conv2d::Conv2d
• nn::conv3d::Conv3d
• nn::conv_base::ConvOps
• nn::conv_base::Validator
• nn::conv_transpose::ConvTranspose2d
• nn::conv_transpose_1d::ConvTranspose1d
• nn::conv_transpose_3d::ConvTranspose3d
• nn::dropout::AlphaDropout
• nn::dropout::Dropout
• nn::embedding::Embedding
• nn::embedding::PositionalEmbedding
• nn::embedding::SinusoidalPositionalEncoding
• nn::gru_cell::GRUCell
• nn::gru_layer::GRU
• nn::instance_norm::InstanceNorm1d
• nn::instance_norm::InstanceNorm2d
• nn::instance_norm::InstanceNorm3d
• nn::linear::Linear
• nn::loss::BCEWithLogitsLoss
• nn::loss::CosineEmbeddingLoss
• nn::loss::CrossEntropyLoss
• nn::loss::FocalLoss
• nn::loss::KLDivLoss
• nn::loss::MSELoss
• nn::loss::MarginRankingLoss
• nn::loss::TripletLoss
• nn::loss::TripletMarginLoss
• nn::lstm_cell::LSTMCell
• nn::lstm_layer::LSTM
• nn::normalization::GroupNorm
• nn::normalization::LayerNorm
• nn::normalization::RMSNorm
• nn::pool2d::AvgPool2d
• nn::pool2d::MaxPool2d
• nn::pruning::Pruner
• nn::pruning::PruningAwareModule
• nn::pruning::PruningMask
• nn::quantization::QuantizationAwareModule
• nn::quantization::QuantizationParams
• nn::quantization::QuantizedTensor
• nn::quantization::Quantizer
• nn::recurrent_common::MultiLayerUtils
• nn::recurrent_common::RecurrentConfig
• nn::recurrent_common::RecurrentOps
• nn::rnn::RNN
• nn::rnn::RNNCell
• nn::safe_ops::SafeOps
• nn::safe_ops::TensorStats
• nn::transformer::Transformer
• nn::transformer::TransformerDecoderLayer
• nn::transformer::TransformerEncoder
• nn::transformer::TransformerEncoderLayer
• nn::transformer_phase6::MultiheadAttention
• nn::transformer_phase6::PositionalEncoding
• nn::transformer_phase6::Transformer
• nn::transformer_phase6::TransformerDecoderLayer
• nn::transformer_phase6::TransformerEncoderLayer
• optim::AdaGrad
• optim::Adam
• optim::RMSprop
• optim::SGD
• optim::adabound::AdaBound
• optim::adamax::AdamaxVariant
• optim::adamw::AdamW
• optim::benchmarks::BenchmarkConfig
• optim::benchmarks::BenchmarkResult
• optim::benchmarks::OptimizerBenchmark
• optim::common::AdamConfig
• optim::common::AdamState
• optim::common::AdamUtils
• optim::common::GenericAdamOptimizer
• optim::lamb::LAMB
• optim::lbfgs::LBFGS
• optim::lbfgs::LBFGSMemory
• optim::lr_scheduler::CosineAnnealingLR
• optim::lr_scheduler::ExponentialLR
• optim::lr_scheduler::MultiStepLR
• optim::lr_scheduler::OneCycleLR
• optim::lr_scheduler::PolynomialLR
• optim::lr_scheduler::ReduceLROnPlateau
• optim::lr_scheduler::StepLR
• optim::lr_scheduler::WarmupScheduler
• optim::nadam::NAdamVariant
• optim::radam::RAdamVariant
• optim::utils::OptimizerFactory
• optim::utils::OptimizerMetrics
• optim::utils::OptimizerState
• optim::utils::OptimizerUtils
• optim::utils::ParameterState
• optim::utils::StabilityConfig
• optimization::OptimizationConfig
• optimization::hardware::AcceleratorInfo
• optimization::hardware::CpuInfo
• optimization::hardware::HardwareCapabilities
• optimization::hardware::HardwareOptimizer
• optimization::hardware::MemoryHierarchy
• optimization::platform::PlatformFeatures
• optimization::platform::PlatformOptimizer
• optimization::simd::SimdOptimizer
• parallel::ParallelTensor
• profiler::MemoryAnalysis
• profiler::MemorySnapshot
• profiler::OperationMetrics
• profiler::OperationStats
• profiler::OperationSummary
• profiler::ProfileContext
• profiler::ProfileSummary
• profiler::Profiler
• profiler::ProfilingReport
• profiler::RusTorchProfiler
• profiler::benchmark_suite::AdvancedBenchmarkSuite
• profiler::benchmark_suite::BenchmarkConfiguration
• profiler::benchmark_suite::BenchmarkResult
• profiler::benchmark_suite::BenchmarkStatistics
• profiler::benchmark_suite::GpuBenchmarkMetrics
• profiler::benchmark_suite::MemoryBenchmarkMetrics
• profiler::benchmark_suite::SuiteMetadata
• profiler::benchmark_suite::SystemBenchmarkMetrics
• profiler::benchmark_suite::SystemInfo
• profiler::core::OperationMetrics
• profiler::core::PerformanceStatistics
• profiler::core::ProfilerConfig
• profiler::core::ProfilerCore
• profiler::core::ProfilingSession
• profiler::core::SessionSnapshot
• profiler::kernel_profiler::CudaEvent
• profiler::kernel_profiler::KernelProfiler
• profiler::kernel_profiler::KernelRecord
• profiler::kernel_profiler::KernelStats
• profiler::kernel_profiler::KernelSummary
• profiler::memory_profiler::AllocationStats
• profiler::memory_profiler::CurrentMemoryStats
• profiler::memory_profiler::MemoryProfiler
• profiler::memory_profiler::MemorySnapshot
• profiler::memory_profiler::MemorySummary
• profiler::metrics_collector::CustomMetric
• profiler::metrics_collector::Histogram
• profiler::metrics_collector::HistogramBucket
• profiler::metrics_collector::MetricStatistics
• profiler::metrics_collector::MetricsCollector
• profiler::performance_analyzer::AnalysisSummary
• profiler::performance_analyzer::BenchmarkAnalysis
• profiler::performance_analyzer::BenchmarkPerformanceAnalysis
• profiler::performance_analyzer::ComparativeAnalysis
• profiler::performance_analyzer::ExpectedImprovement
• profiler::performance_analyzer::MeasurementContext
• profiler::performance_analyzer::OptimizationOpportunity
• profiler::performance_analyzer::OptimizationRecommendation
• profiler::performance_analyzer::PerformanceAnalyzer
• profiler::performance_analyzer::PerformanceInsight
• profiler::performance_analyzer::PerformanceProjection
• profiler::performance_analyzer::PerformanceTrend
• profiler::performance_analyzer::TrendAnalysis
• profiler::performance_analyzer::TrendAnalysisConfig
• profiler::performance_analyzer::TrendMeasurement
• profiler::real_time_monitor::AlertThresholds
• profiler::real_time_monitor::MonitorConfig
• profiler::real_time_monitor::RealTimeMonitor
• profiler::real_time_monitor::SystemAlert
• profiler::system_profiler::SystemMetrics
• profiler::system_profiler::SystemProfiler
• profiler::system_profiler::SystemSummary
• profiler::timeline::FlameGraphData
• profiler::timeline::FlameGraphNode
• profiler::timeline::Timeline
• profiler::timeline::TimelineEvent
• profiler::timeline::TimelineSummary
• quantization::QuantParamCalculator
• quantization::QuantizationConfig
• quantization::calibration::HistogramObserver
• quantization::calibration::MinMaxObserver
• quantization::calibration::StaticQuantizer
• quantization::hardware::OptimizedOps
• quantization::hardware::cpu::CpuFeatures
• quantization::hardware::cpu::CpuQuantizedOps
• quantization::qat::FakeQuantize
• quantization::qat::QATConfig
• quantization::qat::QATConv2d
• quantization::qat::QATLinear
• quantization::qat::QATTrainer
• quantization::schemes::AsymmetricQuantization
• quantization::schemes::PerChannelQuantization
• quantization::schemes::SymmetricQuantization
• quantization::types::Int4
• quantization::types::QuantizedTensor
• quantization::types::QuantizedTensorView
• serialization::core::ComputationGraph
• serialization::core::FileHeader
• serialization::core::GraphNode
• serialization::core::ModelMetadata
• serialization::core::TensorMetadata
• serialization::formats::HuggingFaceFormat
• serialization::formats::ONNXFormat
• serialization::formats::PyTorchFormat
• serialization::formats::SafeTensorsFormat
• serialization::jit::JitCache
• serialization::jit::ScriptModule
• serialization::model_io::ModelCheckpoint
• serialization::model_io::SafeTensorFormat
• serialization::model_io::StateDict
• simd::traits::AutoSimd
• simd::traits::ScalarFallback
• sparse::SparseTensor
• sparse::gpu_ops::GpuSparseLayout
• sparse::gpu_ops::SparseBatchProcessor
• sparse::pruning::FisherPruner
• sparse::pruning::MagnitudePruner
• sparse::pruning::ModelPruner
• sparse::pruning::PruningConfig
• sparse::pruning::PruningSchedule
• sparse::pruning::StructuredPruner
• sparse::sparse_layers::SparseAttention
• sparse::sparse_layers::SparseConv2d
• sparse::sparse_layers::SparseEmbedding
• sparse::sparse_layers::SparseLinear
• sparse::sparse_layers::SparseTransformerBlock
• sparse::utils::BenchmarkResult
• sparse::utils::SparseAnalyzer
• sparse::utils::SparseBenchmark
• sparse::utils::SparseConverter
• sparse::utils::SparseIO
• sparse::utils::SparsePatternAnalysis
• sparse::utils::SparseValidator
• tensor::complex_impl::core::Complex
• tensor::core::Tensor
• tensor::gpu_parallel::GpuParallelConfig
• tensor::gpu_parallel::GpuParallelContext
• tensor::memory::aligned::SimdAllocator
• tensor::memory::aligned::SimdMemoryPool
• tensor::memory::aligned::SimdTensor
• tensor::memory::optimization::TensorMemoryInfo
• tensor::numeric_safety::SafeTensor
• tensor::numeric_safety::UnsafeStats
• tensor::ops::shape_operations::LazyExpandedTensor
• tensor::ops::shape_operations::ShapeBuilder
• tensor::parallel_traits::ParallelConfig
• tensor::parallel_traits::ParallelContext
• tensor::simd_avx512::Avx512F32Ops
• tensor::simd_avx512::Avx512F64Ops
• tensor::type_safe::Dim1
• tensor::type_safe::Dim2
• tensor::type_safe::Dim3
• tensor::type_safe::Dim4
• tensor::type_safe::TypedTensor
• tensorboard::EdgeDef
• tensorboard::GraphDef
• tensorboard::ImageData
• tensorboard::NodeDef
• tensorboard::SummaryWriter
• tensorboard::event_writer::EventWriter
• tensorboard::summary::AudioSummary
• tensorboard::summary::HistogramBucket
• tensorboard::summary::HistogramData
• tensorboard::summary::ImageSummary
• tensorboard::summary::PrCurveData
• tensorboard::summary::Summary
• training::callbacks::EarlyStopping
• training::callbacks::LearningRateScheduler
• training::callbacks::ModelCheckpoint
• training::callbacks::ProgressBar
• training::checkpoint::CheckpointInfo
• training::checkpoint::CheckpointManager
• training::checkpoint::CheckpointMetadata
• training::checkpoint::CheckpointStatistics
• training::checkpoint::SaveConfig
• training::metrics::ConfusionMatrix
• training::metrics::EpochMetrics
• training::metrics::MetricsCollector
• training::metrics::TrainingMetrics
• training::state::BatchState
• training::state::EpochState
• training::state::TrainingState
• training::trainer::EpochMetrics
• training::trainer::Phase5TrainingDataLoader
• training::trainer::Trainer
• training::trainer::TrainerBuilder
• training::trainer::TrainerConfig
• validation::DataValidationFramework
• validation::FrameworkConfig
• validation::FrameworkStatistics
• validation::ValidationSummary
• validation::anomaly_detector::AnomalyConfiguration
• validation::anomaly_detector::AnomalyDetector
• validation::anomaly_detector::AnomalyInfo
• validation::anomaly_detector::AnomalyResult
• validation::anomaly_detector::AnomalyStatistics
• validation::anomaly_detector::OutlierDetection
• validation::consistency_checker::ConsistencyChecker
• validation::consistency_checker::ConsistencyResult
• validation::consistency_checker::ConsistencyStatistics
• validation::consistency_checker::ConsistencyViolation
• validation::consistency_checker::DataConsistency
• validation::consistency_checker::DataLocation
• validation::consistency_checker::ReferentialIntegrity
• validation::consistency_checker::ShapeConsistencyRule
• validation::core::DataSchema
• validation::core::PerformanceMetrics
• validation::core::SchemaValidation
• validation::core::StatisticalConstraints
• validation::core::ValidationConfig
• validation::core::ValidationEngine
• validation::core::ValidationIssue
• validation::core::ValidationMetrics
• validation::core::ValidationResult
• validation::core::ValidationStatistics
• validation::core::ValueConstraints
• validation::quality_metrics::AggregatedQualityStats
• validation::quality_metrics::DataCharacteristics
• validation::quality_metrics::DataQualityAssessment
• validation::quality_metrics::DataRange
• validation::quality_metrics::DistributionStats
• validation::quality_metrics::MetricThresholds
• validation::quality_metrics::QualityIssue
• validation::quality_metrics::QualityMetrics
• validation::quality_metrics::QualityScore
• validation::quality_metrics::QualityTrend
• validation::quality_reporter::ActivityEntry
• validation::quality_reporter::DashboardStatus
• validation::quality_reporter::DataPeriod
• validation::quality_reporter::DimensionMetrics
• validation::quality_reporter::ExecutiveSummary
• validation::quality_reporter::IoStats
• validation::quality_reporter::IssueAnalysis
• validation::quality_reporter::MemoryUsage
• validation::quality_reporter::OverallMetrics
• validation::quality_reporter::PerformanceDetails
• validation::quality_reporter::PredictiveInsight
• validation::quality_reporter::ProcessingVolume
• validation::quality_reporter::QualityAlert
• validation::quality_reporter::QualityDashboard
• validation::quality_reporter::QualityDistribution
• validation::quality_reporter::QualityKPI
• validation::quality_reporter::QualityOverview
• validation::quality_reporter::QualityRecommendation
• validation::quality_reporter::QualityReport
• validation::quality_reporter::QualityReporter
• validation::quality_reporter::ReportConfiguration
• validation::quality_reporter::ReportMetadata
• validation::quality_reporter::ReportStatistics
• validation::quality_reporter::ResourceUsage
• validation::quality_reporter::TechnicalDetails
• validation::quality_reporter::TopIssue
• validation::quality_reporter::TrendAnalysis
• validation::quality_reporter::TrendData
• validation::real_time_validator::RealTimeConfig
• validation::real_time_validator::RealTimeValidator
• validation::real_time_validator::StreamingValidation
• validation::real_time_validator::StreamingValidationResult
• validation::real_time_validator::ValidationBuffer
• validation::real_time_validator::ValidationStats
• validation::real_time_validator::ValidationStream
• vision::Image
• vision::datasets::CIFAR10
• vision::datasets::CIFAR100
• vision::datasets::ImageFolder
• vision::datasets::MNIST
• vision::pipeline::ConditionalTransform
• vision::pipeline::Pipeline
• vision::pipeline::PipelineBuilder
• vision::pipeline::PipelineStats
• vision::presets::CIFARPreprocessing
• vision::presets::CustomPipelineFactory
• vision::presets::ImageNetPreprocessing
• vision::presets::MedicalImagingPreprocessing
• vision::presets::MobileOptimizedPreprocessing
• vision::presets::ObjectDetectionPreprocessing
• vision::presets::SegmentationPreprocessing
• vision::transforms::CenterCrop
• vision::transforms::Compose
• vision::transforms::Normalize
• vision::transforms::RandomCrop
• vision::transforms::RandomHorizontalFlip
• vision::transforms::RandomRotation
• vision::transforms::Resize
• vision::transforms::ToTensor
• visualization::PlotData
• visualization::PlotMetadata
• visualization::graph::edges::GraphEdge
• visualization::graph::nodes::GraphNode
• visualization::graph::styles::EdgeStyle
• visualization::graph::styles::NodeStyle
• visualization::graph::visualizer::GraphVisualizer
• visualization::plotting::PlotConfig
• visualization::plotting::TrainingPlotter
• visualization::tensor::config::TensorPlotConfig
• visualization::tensor::visualizer::TensorVisualizer
• visualization::utils::ColorPalette
• visualization::utils::PlotStatistics
• wasm::anomaly_detection::WasmAnomalyDetector
• wasm::anomaly_detection::WasmTimeSeriesDetector
• wasm::common::error::WasmError
• wasm::common::js_utils::JsArrayBuilder
• wasm::common::js_utils::JsObjectBuilder
• wasm::common::js_utils::JsonFormatter
• wasm::common::js_utils::WasmVersion
• wasm::common::memory::MemoryManager
• wasm::common::memory::PoolStats
• wasm::common::memory::WasmTensorPool
• wasm::common::patterns::WasmConfig
• wasm::common::patterns::WasmNaming
• wasm::common::patterns::WasmParamValidator
• wasm::common::patterns::WasmProfiler
• wasm::common::pipeline::WasmProcessingPipeline
• wasm::common::pipeline::WasmTransformPipeline
• wasm::common::stats::BasicStats
• wasm::common::stats::WasmStats
• wasm::common::validation::WasmValidator
• wasm::core::bindings::WasmConv2d
• wasm::core::bindings::WasmLinear
• wasm::core::bindings::WasmModel
• wasm::core::bindings::WasmReLU
• wasm::core::interop::BenchmarkResult
• wasm::core::interop::JsInterop
• wasm::core::memory::WasmMemoryMonitor
• wasm::core::memory::WasmTensorBuffer
• wasm::core::memory::WasmTensorPool
• wasm::core::runtime::WasmLogger
• wasm::core::runtime::WasmPerformance
• wasm::data::distributions::BernoulliDistributionWasm
• wasm::data::distributions::BetaDistributionWasm
• wasm::data::distributions::ExponentialDistributionWasm
• wasm::data::distributions::GammaDistributionWasm
• wasm::data::distributions::NormalDistributionWasm
• wasm::data::distributions::UniformDistributionWasm
• wasm::data::distributions::WasmRng
• wasm::data::metrics::WasmMetrics
• wasm::data::preprocessing::WasmPreprocessor
• wasm::data::quality_metrics::WasmQualityMetrics
• wasm::data::quality_metrics::WasmStatisticalAnalyzer
• wasm::data::transforms::WasmCenterCrop
• wasm::data::transforms::WasmColorJitter
• wasm::data::transforms::WasmNormalize
• wasm::data::transforms::WasmRandomCrop
• wasm::data::transforms::WasmResize
• wasm::data::transforms::WasmToTensor
• wasm::math::advanced::WasmAdvancedMath
• wasm::math::advanced::WasmStatisticalFunctions
• wasm::math::linalg::WasmLinAlgUtils
• wasm::math::linalg::WasmLinearAlgebra
• wasm::math::signal::WasmSignal
• wasm::math::special::SpecialFunctionsBatch
• wasm::math::special::WasmSpecial
• wasm::ml::activation::WasmActivation
• wasm::ml::autograd::ComputationGraphWasm
• wasm::ml::autograd::LinearLayerWasm
• wasm::ml::autograd::VariableWasm
• wasm::ml::autograd::WasmOptimizer
• wasm::ml::loss::WasmLoss
• wasm::ml::normalization::WasmBatchNorm
• wasm::ml::normalization::WasmGroupNorm
• wasm::ml::normalization::WasmLayerNorm
• wasm::ml::optimizers::AdaGradWasm
• wasm::ml::optimizers::AdamWasm
• wasm::ml::optimizers::RMSpropWasm
• wasm::ml::optimizers::SGDWasm
• wasm::ml::optimizers::WasmSGD
• wasm::optimized::OptimizedOps
• wasm::optimized::ParallelOps
• wasm::optimized::WasmMemoryPool
• wasm::storage_modules::browser::BrowserStorage
• wasm::storage_modules::browser::CanvasRenderer
• wasm::storage_modules::browser::FileLoader
• wasm::storage_modules::browser::PerformanceMonitor
• wasm::storage_modules::browser::WorkerManager
• wasm::storage_modules::persistence::WasmModelCompression
• wasm::storage_modules::persistence::WasmModelStorage
• wasm::storage_modules::persistence::WasmProgressTracker
• wasm::tensor::WasmTensor
• wasm::tensor_ops::WasmTensorOps
• wasm::utilities::WasmTensorUtils
• wasm::vision::WasmVision

Enums

• amp::AutocastMode
• amp::StepResult
• autograd::visualization::GradientFlowIssue
• autograd::visualization::GradientTrend
• autograd::visualization::NodeType
• backends::DeviceType
• backends::compute_backend::DeviceType
• backends::compute_backend::Operation
• backends::compute_backend::ReduceOp
• backends::compute_backend::SelectionStrategy
• backends::compute_backend::TransferDirection
• common::error_handling::DataError
• common::error_handling::DistributedError
• common::error_handling::GpuError
• common::error_handling::MemoryError
• common::error_handling::NeuralNetworkError
• common::error_handling::OptimizationError
• common::error_handling::RusTorchError
• common::error_handling::TensorError
• convert::parser::errors::ParsingError
• convert::parser::types::LayerType
• convert::pytorch_to_rustorch_simplified::SimpleConversionError
• debug::logger::LogLevel
• debug::logger::LogOutput
• distributed::DistributedBackend
• distributed::ReduceOp
• distributed::async_gradient::Priority
• distributed::async_gradient::compression::CompressionAlgorithm
• distributed::async_gradient::compression::CompressionMetadata
• distributed::backends::GlooTransport
• distributed::cluster::ClusterTopology
• distributed::cluster::DistributedBackend
• distributed::cluster::NodeStatus
• distributed::cluster::SchedulingStrategy
• distributed::data_parallel::GradientSyncStrategy
• distributed::model_parallel::CommunicationType
• distributed::optimizer::GradientSyncStrategy
• distributed::optimizer::OptimizerType
• distributed::optimizer::ReduceOp
• distributed::performance::CompressionAlgorithm
• distributed::performance::OperationType
• dtype::DType
• error::RusTorchError
• execution::dynamic::DynamicOp
• formats::safetensors::SafetensorsError
• gpu::DeviceType
• gpu::GpuDevice
• gpu::MemoryLayout
• gpu::OpType
• gpu::cuda_kernels::CudaKernelType
• gpu::custom_kernels::CustomKernelType
• gpu::custom_kernels::KernelParameter
• gpu::device_cache::DeviceStatus
• gpu::distributed_training::LearningRateSchedule
• gpu::distributed_training::ServerStatus
• gpu::memory_ops::buffer::GpuBuffer
• gpu::metal_kernels::MetalKernelType
• gpu::multi_gpu::AggregationMethod
• gpu::multi_gpu::AllReduceAlgorithm
• gpu::multi_gpu::BalancingStrategy
• gpu::multi_gpu::CommBackend
• gpu::multi_gpu::GradientCompression
• gpu::multi_gpu::ParallelismStrategy
• gpu::multi_gpu::PartitionStrategy
• gpu::multi_gpu::PipelineOp
• gpu::multi_gpu::PipelineSchedule
• gpu::multi_gpu::SplitStrategy
• gpu::multi_gpu_profiler::BottleneckType
• gpu::multi_gpu_profiler::RecommendationType
• gpu::opencl_kernels::OpenClKernelType
• gpu::performance_optimizer::OptimizationStrategy
• gpu::performance_optimizer::ThermalState
• gpu::reduction_ops::ReductionOp
• gpu::smart_device_selector::OperationType
• gpu::sync_primitives::StreamOperation
• gpu::sync_primitives::StreamPriority
• gpu::unified_kernel_simple::KernelOp
• memory::analytics::AllocationPattern
• memory::enhanced_pool::AllocationStrategy
• memory::optimizer::OptimizationStrategy
• memory::optimizer::PatternType
• memory::pressure_monitor::GcStrategy
• memory::pressure_monitor::PressureLevel
• model_import::formats::CompressionType
• model_import::formats::DeploymentTarget
• model_import::formats::ExtendedModelFormat
• model_import::formats::FormatFeature
• model_import::formats::ModelFormat
• model_import::onnx::OnnxDataType
• model_import::pytorch::TorchStorageType
• models::ModelMode
• models::serialization::LoadError
• models::serialization::SaveError
• models::serialization::SerializationFormat
• nn::loss::Reduction
• nn::pruning::PruningMethod
• nn::pruning::PruningSchedule
• nn::pruning::PruningStructure
• nn::quantization::CalibrationMode
• nn::quantization::QuantizationType
• nn::recurrent_common::TrainingMode
• optim::lbfgs::LineSearchMethod
• optim::lr_scheduler::AnnealStrategy
• optim::lr_scheduler::PlateauMode
• optim::lr_scheduler::ThresholdMode
• optimization::hardware::AcceleratorType
• optimization::hardware::DataLayout
• optimization::platform::OptimizationLevel
• optimization::simd::SimdBackend
• optimization::simd::VectorizedOperation
• profiler::MemoryTrend
• profiler::benchmark_suite::BenchmarkCategory
• profiler::core::ProfilingLevel
• profiler::core::SessionState
• profiler::metrics_collector::MetricType
• profiler::performance_analyzer::ImplementationComplexity
• profiler::performance_analyzer::RecommendationPriority
• profiler::performance_analyzer::RecommendationType
• profiler::performance_analyzer::TrendDirection
• profiler::real_time_monitor::AlertType
• profiler::timeline::EventCategory
• quantization::hardware::cpu::QuantizedOperation
• quantization::schemes::CalibrationMethod
• quantization::schemes::QuantizationScheme
• quantization::types::QuantizationType
• serialization::core::SerializationError
• sparse::SparseFormat
• sparse::pruning::PruningStrategy
• sparse::pruning::StructuredGranularity
• sparse::utils::AccessPattern
• tensor::device::Device
• tensor::gpu_parallel::GpuExecutionStrategy
• tensor::gpu_parallel::GpuParallelStrategy
• tensor::ops::shape_operations::ShapeMode
• tensor::ops::signal::WindowType
• tensor::parallel_traits::ParallelStrategy
• tensorboard::summary::SummaryValue
• training::trainer::CallbackSignal
• validation::anomaly_detector::AnomalyType
• validation::anomaly_detector::StatisticalMethod
• validation::consistency_checker::ViolationSeverity
• validation::core::DistributionType
• validation::core::IssueSeverity
• validation::core::IssueType
• validation::core::ValidationLevel
• validation::quality_metrics::IssueCategory
• validation::quality_metrics::IssueSeverity
• validation::quality_metrics::QualityDimension
• validation::quality_metrics::TrendDirection
• validation::quality_reporter::AlertLevel
• validation::quality_reporter::EffortLevel
• validation::quality_reporter::HealthStatus
• validation::quality_reporter::RecommendationPriority
• validation::quality_reporter::ReportFormat
• vision::ImageFormat
• vision::pipeline::ExecutionMode
• vision::transforms::InterpolationMode
• visualization::graph::edges::ArrowType
• visualization::graph::layouts::GraphLayout
• visualization::graph::nodes::NodeShape
• visualization::graph::nodes::NodeType
• visualization::graph::styles::LineType
• visualization::plotting::ChartType
• visualization::plotting::PlotStyle
• visualization::tensor::colormap::ColorMap
• visualization::utils::PlotFormat

Traits

• amp::MixedPrecisionTensor
• autograd::GradFn
• autograd::function::Function
• backends::ComputeBackend
• backends::DeviceBuffer
• backends::compute_backend::ComputeBackend
• backends::compute_backend::ComputeBackendGeneric
• data::dataset::Dataset
• data::dataset::IterableDataset
• data::sampler::Sampler
• distributed::DistributedDataParallelTrait
• distributed::DistributedOps
• distributed::DistributedScalar
• distributed::common::BackendOptimizations
• distributions::DistributionTrait
• error::context::WithContext
• gpu::activation_ops::GpuActivation
• gpu::conv_ops::GpuConvolution
• gpu::device::GpuDevice
• gpu::device::GpuStream
• gpu::kernels::GpuKernel
• gpu::kernels::ModernGpuKernel
• gpu::matrix_ops::GpuLinearAlgebra
• gpu::reduction_ops::GpuReduction
• models::Model
• models::ModelBuilder
• models::high_level::HighLevelModel
• nn::Module
• nn::conv_base::ConvolutionBase
• nn::conv_base::PoolingBase
• nn::loss::Loss
• nn::recurrent_common::RecurrentCell
• nn::shared_activation::ActivationFunction
• nn::shared_loss::LossFunction
• nn::shared_normalization::NormalizationFunction
• optim::Optimizer
• optim::common::AdamVariant
• optim::lr_scheduler::LRScheduler
• quantization::Quantizable
• quantization::TensorQuantization
• quantization::calibration::Observer
• quantization::operations::DequantizeOps
• quantization::operations::QuantizedOps
• quantization::qat::QATModule
• quantization::schemes::QuantizationParams
• quantization::types::QuantizableInteger
• serialization::core::Loadable
• serialization::core::Saveable
• simd::traits::SimdElementwise
• simd::traits::SimdMatrix
• simd::traits::SimdReduction
• sparse::SparseOps
• special::SpecialFunctions
• tensor::gpu_parallel::GpuBatchParallelOp
• tensor::gpu_parallel::GpuParallelOp
• tensor::memory::optimization::MemoryOptimization
• tensor::numeric_safety::SafeNumeric
• tensor::operations::zero_copy::TensorIterOps
• tensor::operations::zero_copy::ZeroCopyOps
• tensor::ops::shape_operations::ShapeOps
• tensor::ops::shape_operations::ZeroAllocShapeOps
• tensor::parallel_traits::BatchParallelOp
• tensor::parallel_traits::MatrixParallelOp
• tensor::parallel_traits::ParallelOp
• tensor::parallel_traits::ReductionParallelOp
• tensor::parallel_traits::SimdParallelOp
• tensor::shared_ops::CommonTensorOps
• tensor::shared_ops::TensorOps
• tensor::simd_avx512::Avx512TensorOps
• tensor::type_safe::Dimension
• tensor::type_safe::TypeSafeReshape
• training::callbacks::Callback
• training::trainer::TrainableModel
• training::trainer::TrainingDataLoader
• validation::consistency_checker::ConsistencyRule
• validation::core::ValidationRule
• vision::transforms::Transform
• visualization::Visualizable
• wasm::common::realtime::WasmRealtime
• wasm::common::realtime::WasmTimeSeries
• wasm::common::traits::WasmAnalyzer
• wasm::common::traits::WasmDetector
• wasm::common::traits::WasmImageOperation
• wasm::common::traits::WasmMathOperation
• wasm::common::traits::WasmOperation
• wasm::common::traits::WasmQualityAssessment
• wasm::common::traits::WasmStatistical
• wasm::common::traits::WasmTransform
• wasm::common::traits::WasmVersioned
• wasm::common::validation::WasmValidation

Macros

• autocast_op
• diagnostic_context
• distributed_error
• error_context
• gpu_error
• impl_wasm_analyzer
• impl_wasm_operation
• impl_wasm_standard
• impl_wasm_transform
• impl_wasm_versioned
• log_structured
• perf_timer
• profile
• profile_fn
• shape_ops
• tb_log
• tensor_error
• time_block
• track_allocation
• track_deallocation
• wasm_error
• with_context

Functions

• amp::autocast
• amp::cast_bf16_to_fp32
• amp::cast_tensor
• amp::cast_to_bf16
• amp::cast_to_fp16
• amp::cast_to_fp32
• amp::disable_amp
• amp::enable_amp
• amp::get_amp_config
• amp::is_amp_enabled
• amp::maybe_autocast_f32
• amp::utils::get_optimal_dtype
• amp::utils::has_bf16_support
• amp::utils::has_fp16_support
• amp::utils::should_use_reduced_precision
• autograd::context::detect_anomaly
• autograd::context::enable_grad
• autograd::context::is_anomaly_detection_enabled
• autograd::context::is_grad_enabled
• autograd::context::no_grad
• autograd::context::set_anomaly_detection
• autograd::context::set_grad_enabled
• autograd::grad_utils::grad
• autograd::grad_utils::gradient
• autograd::grad_utils::is_variable_in_graph
• autograd::grad_utils::validate_grad_setup
• autograd::gradcheck::gradcheck
• autograd::gradcheck::gradcheck_simple
• autograd::higher_order::hessian
• autograd::higher_order::hvp
• autograd::higher_order::jacobian
• backends::compute_backend::global_device_manager
• backends::compute_backend::initialize_backends
• distributed::api::all_gather
• distributed::api::all_reduce
• distributed::api::barrier
• distributed::api::broadcast
• distributed::api::destroy_process_group
• distributed::api::gather
• distributed::api::get_rank
• distributed::api::get_world_size
• distributed::api::init_process_group
• distributed::api::is_initialized
• distributed::api::monitoring::get_communication_stats
• distributed::api::new_group
• distributed::api::reduce
• distributed::api::scatter
• distributed::async_gradient::compression::compress_gradient
• distributed::async_gradient::compression::decompress_gradient
• distributed::ddp::wrap_module
• distributed::finalize
• distributed::get_distributed_state
• distributed::get_rank
• distributed::get_world_size
• distributed::init_distributed
• distributed::is_available
• distributed::nccl_integration::fallback::init_multi_gpu
• distributed::nccl_integration::fallback::nccl_not_available_error
• distributed::simple_ddp::wrap_simple
• formats::pytorch::utils::convert_layer_name
• formats::pytorch::utils::model_statistics
• formats::pytorch::utils::to_pytorch_layer_name
• formats::pytorch::utils::validate_model
• gpu::cuda_enhanced::cuda_batch_matmul_f32
• gpu::cuda_enhanced::cuda_matmul_f32
• gpu::cuda_kernels::cuda_conv2d_f32
• gpu::cuda_kernels::cuda_elementwise_add_f32
• gpu::cuda_kernels::cuda_matmul_f32
• gpu::cuda_kernels::cuda_reduce_sum_f32
• gpu::cuda_kernels::cuda_utils::calculate_launch_config
• gpu::cuda_kernels::cuda_utils::get_device_properties
• gpu::current_device
• gpu::get_device_manager
• gpu::is_gpu_available
• gpu::metal_kernels::metal_conv2d_f32
• gpu::metal_kernels::metal_elementwise_add_f32
• gpu::metal_kernels::metal_elu_f32
• gpu::metal_kernels::metal_gelu_f32
• gpu::metal_kernels::metal_leaky_relu_f32
• gpu::metal_kernels::metal_matmul_f32
• gpu::metal_kernels::metal_reduce_sum_f32
• gpu::metal_kernels::metal_relu_f32
• gpu::metal_kernels::metal_sigmoid_f32
• gpu::metal_kernels::metal_swish_f32
• gpu::metal_kernels::metal_tanh_f32
• gpu::multi_gpu_profiler::profile_multi_gpu_operation
• gpu::opencl_kernels::opencl_elementwise_add_f32
• gpu::opencl_kernels::opencl_matmul_f32
• gpu::opencl_kernels::opencl_reduce_sum_f32
• gpu::opencl_optimized::opencl_matmul_f32
• gpu::set_device
• gpu::simple_metal_test::benchmark_metal_performance
• gpu::simple_metal_test::test_metal_gpu_basic
• gpu::simple_metal_test::test_metal_tensor_operations
• gpu::validation::print_gpu_validation_report
• gpu::validation::run_gpu_validation
• linalg::optimized_blas::benchmark_matmul_implementations
• linalg::optimized_blas::multithreaded_matmul
• linalg::optimized_blas::optimized_matmul
• memory::get_f32_pool
• memory::get_f64_pool
• memory::get_global_memory_manager_f32
• memory::get_global_memory_manager_f64
• model_import::import_model
• model_import::import_pretrained
• model_import::onnx::export_to_onnx
• model_import::onnx::import_onnx_model
• model_import::pytorch::export_to_pytorch
• model_import::pytorch::import_pytorch_model
• model_import::pytorch::load_pretrained_pytorch_model
• nn::activation::elu
• nn::activation::geglu
• nn::activation::gelu
• nn::activation::glu
• nn::activation::hardswish
• nn::activation::leaky_relu
• nn::activation::mish
• nn::activation::reglu
• nn::activation::relu
• nn::activation::selu
• nn::activation::sigmoid
• nn::activation::softmax
• nn::activation::swiglu
• nn::activation::swish
• nn::activation::tanh
• nn::conv_base::collect_conv_parameters
• nn::conv_transpose_common::add_bias_nd
• nn::conv_transpose_common::calculate_fan_in
• nn::conv_transpose_common::initialize_bias
• nn::conv_transpose_common::initialize_weights
• nn::conv_transpose_common::validate_input_shape
• nn::conv_transpose_common::validate_parameters
• nn::dropout::dropout
• nn::loss::bce_with_logits_loss
• nn::loss::binary_cross_entropy
• nn::loss::cosine_embedding_loss
• nn::loss::cross_entropy
• nn::loss::cross_entropy_loss
• nn::loss::cross_entropy_loss_old
• nn::loss::focal_loss
• nn::loss::huber_loss
• nn::loss::kl_div_loss
• nn::loss::margin_ranking_loss
• nn::loss::mse_loss
• nn::loss::nll_loss
• nn::loss::triplet_loss
• nn::loss::triplet_margin_loss
• nn::recurrent_common::collect_recurrent_parameters
• nn::shared_activation::shared_activations::leaky_relu_derivative_vec
• nn::shared_activation::shared_activations::leaky_relu_vec
• nn::shared_activation::shared_activations::relu_derivative_vec
• nn::shared_activation::shared_activations::relu_vec
• nn::shared_activation::shared_activations::sigmoid_derivative_vec
• nn::shared_activation::shared_activations::sigmoid_vec
• nn::shared_activation::shared_activations::softmax_derivative_vec
• nn::shared_activation::shared_activations::softmax_vec
• nn::shared_activation::shared_activations::tanh_derivative_vec
• nn::shared_activation::shared_activations::tanh_vec
• nn::shared_loss::shared_losses::bce_loss_vec
• nn::shared_loss::shared_losses::cross_entropy_loss_vec
• nn::shared_loss::shared_losses::mae_loss_vec
• nn::shared_loss::shared_losses::mse_loss_vec
• nn::shared_normalization::shared_normalizations::apply_normalization
• nn::shared_normalization::shared_normalizations::batch_norm_1d
• nn::shared_normalization::shared_normalizations::compute_mean
• nn::shared_normalization::shared_normalizations::compute_variance
• nn::shared_normalization::shared_normalizations::layer_norm_1d
• optim::benchmarks::quick_performance_test
• profiler::clear_profiler
• profiler::disable_profiler
• profiler::enable_profiler
• profiler::export_chrome_trace
• profiler::force_reset_profiler
• profiler::get_profiler_summary
• profiler::print_profiler_report
• quantization::calibration::calibrate_batch
• quantization::hardware::cpu::optimized_ops::batch_qoperations
• quantization::hardware::cpu::optimized_ops::check_cpu_features
• quantization::hardware::cpu::optimized_ops::qlinear_cpu_optimized
• quantization::hardware::cpu::qconv2d_cpu
• quantization::hardware::cpu::qmatmul_cpu
• quantization::operations::qconv1d
• quantization::operations::qlinear
• serialization::core::compute_checksum
• serialization::formats::conversion::convert_precision
• serialization::formats::conversion::upgrade_legacy_format
• serialization::jit::optimization::optimize_graph
• serialization::jit::script
• serialization::jit::trace
• serialization::model_io::detect_format
• serialization::model_io::load
• serialization::model_io::save
• simd::ops::add_optimized
• simd::ops::dot_product_optimized
• simd::ops::get_optimization_info
• simd::ops::matmul_optimized
• simd::ops::mean_optimized
• simd::ops::mul_optimized
• simd::ops::mul_scalar_optimized
• simd::ops::sum_optimized
• simd::ops::variance_optimized
• simd::vectorized::add_f32_avx2
• simd::vectorized::add_f32_sse41
• simd::vectorized::dot_product_f32_avx2
• simd::vectorized::dot_product_f32_sse41
• simd::vectorized::is_avx2_available
• simd::vectorized::is_sse41_available
• simd::vectorized::matmul_f32_simd
• simd::vectorized::mean_f32_simd
• simd::vectorized::mul_f32_avx2
• simd::vectorized::mul_f32_sse41
• simd::vectorized::mul_scalar_f32_avx2
• simd::vectorized::scalar_mul_f32_avx2
• simd::vectorized::sum_f32_avx2
• simd::vectorized::sum_f32_simd
• simd::vectorized::sum_f32_sse41
• simd::vectorized::sum_squared_diff_f32_avx2
• simd::vectorized::sum_squared_diff_f32_sse41
• simd::vectorized::variance_f32_simd
• special::bessel::bessel_i
• special::bessel::bessel_i_scalar
• special::bessel::bessel_j
• special::bessel::bessel_j_scalar
• special::bessel::bessel_k
• special::bessel::bessel_k_scalar
• special::bessel::bessel_y
• special::bessel::bessel_y_scalar
• special::error::erf
• special::error::erf_scalar
• special::error::erf_series
• special::error::erfc
• special::error::erfc_scalar
• special::error::erfcinv
• special::error::erfcinv_scalar
• special::error::erfcx_scalar
• special::error::erfinv
• special::error::erfinv_scalar
• special::gamma::beta
• special::gamma::digamma
• special::gamma::digamma_scalar
• special::gamma::gamma
• special::gamma::gamma_scalar
• special::gamma::lbeta
• special::gamma::lgamma
• special::gamma::lgamma_scalar
• special::utils::bernoulli_number
• special::utils::binomial_coefficient
• special::utils::continued_fraction
• special::utils::double_factorial
• special::utils::factorial
• special::utils::get_lanczos_coeff
• special::utils::harmonic_number
• special::utils::is_integer
• special::utils::pochhammer
• special::utils::signum
• tensor::gpu_parallel::current_device
• tensor::gpu_parallel::gpu_parallel_utils::evaluate_gpu_efficiency
• tensor::gpu_parallel::gpu_parallel_utils::optimize_batch_size
• tensor::gpu_parallel::gpu_parallel_utils::select_optimal_device
• tensor::gpu_parallel::select_optimal_device
• tensor::parallel_traits::parallel_utils::parallel_batch_process
• tensor::parallel_traits::parallel_utils::parallel_chunks
• tensor::parallel_traits::parallel_utils::safe_parallel_index
• tensor::shared_ops::activation_ops::relu
• tensor::shared_ops::activation_ops::sigmoid
• tensor::shared_ops::activation_ops::tanh
• tensor::shared_ops::math_funcs::exp
• tensor::shared_ops::math_funcs::log
• tensor::shared_ops::math_funcs::pow
• tensor::shared_ops::math_funcs::sqrt
• tensor::shared_ops::math_ops::element_wise_add
• tensor::shared_ops::math_ops::element_wise_div
• tensor::shared_ops::math_ops::element_wise_mul
• tensor::shared_ops::math_ops::element_wise_sub
• tensor::shared_ops::math_ops::scalar_add
• tensor::shared_ops::math_ops::scalar_mul
• tensor::shared_ops::shape_ops::can_reshape
• tensor::shared_ops::shape_ops::shapes_compatible
• tensor::shared_ops::shape_ops::total_elements
• tensor::shared_ops::stats_ops::max
• tensor::shared_ops::stats_ops::mean
• tensor::shared_ops::stats_ops::min
• tensor::shared_ops::stats_ops::sum
• tensor::simd_avx512::is_avx512_available
• tensor::utilities::advanced::histogram
• tensor::utilities::advanced::unique
• tensor::utilities::conditional::masked_fill
• tensor::utilities::conditional::masked_fill_
• tensor::utilities::conditional::masked_select
• tensor::utilities::conditional::where_
• tensor::utilities::indexing::gather
• tensor::utilities::indexing::index_select
• tensor::utilities::indexing::scatter
• tensor::utilities::indexing::scatter_
• tensor::utilities::statistics::kthvalue
• tensor::utilities::statistics::quantile_util
• tensor::utilities::statistics::topk_util
• tensorboard::python_compat::create_writer
• tensorboard::python_compat::log_scalar
• utils::kaiming_init
• utils::mse_loss
• utils::softmax
• utils::to_column_vector
• utils::to_row_vector
• vision::pipeline::predicates::channels_eq
• vision::pipeline::predicates::format_is
• vision::pipeline::predicates::max_size
• vision::pipeline::predicates::min_size
• vision::pipeline::predicates::probability
• vision::utils::denormalize_tensor
• vision::utils::make_grid
• vision::utils::normalize_tensor
• vision::utils::pil_to_tensor
• vision::utils::save_image
• vision::utils::to_pil_image
• visualization::utils::create_dashboard
• visualization::utils::export_format
• visualization::utils::generate_filename
• visualization::utils::resize_svg
• visualization::utils::save_plot
• visualization::utils::wrap_in_html
• wasm::anomaly_detection::create_simple_detector
• wasm::anomaly_detection::create_streaming_detector
• wasm::anomaly_detection::detect_anomalies_batch
• wasm::anomaly_detection::wasm_anomaly_detection_version
• wasm::core::interop::benchmark_matmul
• wasm::core::interop::init_wasm
• wasm::core::interop::tensor_from_float32_array
• wasm::core::interop::tensor_from_nested_array
• wasm::core::interop::tensor_slice
• wasm::core::interop::tensor_to_float32_array
• wasm::core::interop::tensor_to_nested_array
• wasm::core::runtime::detect_wasm_features
• wasm::core::runtime::initialize_wasm_runtime
• wasm::data::distributions::benchmark_special_functions_wasm
• wasm::data::distributions::normal_cdf_wasm
• wasm::data::distributions::normal_quantile_wasm
• wasm::data::distributions::quick_stats_wasm
• wasm::data::quality_metrics::create_quality_analyzer
• wasm::data::quality_metrics::quick_quality_assessment
• wasm::data::quality_metrics::wasm_quality_metrics_version
• wasm::data::transforms::create_cifar_preprocessing
• wasm::data::transforms::create_imagenet_preprocessing
• wasm::data::transforms::wasm_transforms_version
• wasm::math::advanced::wasm_advanced_math_version
• wasm::math::special::bessel_i_wasm
• wasm::math::special::bessel_j_array_wasm
• wasm::math::special::bessel_j_wasm
• wasm::math::special::bessel_k_wasm
• wasm::math::special::bessel_y_wasm
• wasm::math::special::beta_wasm
• wasm::math::special::digamma_wasm
• wasm::math::special::erf_array_wasm
• wasm::math::special::erf_wasm
• wasm::math::special::erfc_wasm
• wasm::math::special::erfcinv_wasm
• wasm::math::special::erfinv_wasm
• wasm::math::special::euler_gamma
• wasm::math::special::factorial_wasm
• wasm::math::special::gamma_array_wasm
• wasm::math::special::gamma_wasm
• wasm::math::special::lbeta_wasm
• wasm::math::special::lgamma_wasm
• wasm::math::special::log_factorial_wasm
• wasm::math::special::log_sqrt_2pi
• wasm::math::special::sqrt_2pi
• wasm::ml::autograd::relu_array_wasm
• wasm::ml::autograd::relu_wasm
• wasm::ml::autograd::sigmoid_array_wasm
• wasm::ml::autograd::sigmoid_wasm
• wasm::ml::autograd::softmax_wasm
• wasm::ml::autograd::tanh_array_wasm
• wasm::ml::autograd::tanh_wasm
• wasm::ml::optimizers::cosine_annealing_wasm
• wasm::ml::optimizers::learning_rate_schedule_wasm
• wasm::utilities::tensor_masked_select_simple
• wasm::utilities::tensor_topk_simple
• wasm::utilities::tensor_unique_simple
• wasm::utilities::tensor_where_simple

Type Aliases

• autograd::grad_utils::GradError
• backends::BackendResult
• common::error_handling::RusTorchResult
• convert::parser::errors::ExecutionResult
• convert::parser::errors::ParsingResult
• data::dataset::DataError
• error::RusTorchResult
• model_import::ImportResult
• nn::attention::SelfAttention
• nn::conv_base::NNResult
• optim::adamax::Adamax
• optim::nadam::NAdam
• optim::radam::RAdam
• serialization::core::SerializationResult
• serialization::jit::JitFunction
• tensor::parallel_errors::ParallelResult
• vision::RusTorchResult
• wasm::common::error::WasmResult
• wasm::common::memory::PooledBuffer

Constants

• gpu::verification_tests::DOUBLE_TOLERANCE
• gpu::verification_tests::FLOAT_TOLERANCE
• tensor::memory::aligned::SIMD_ALIGNMENT
• tensor::simd_avx512::AVX512_ALIGNMENT
• tensor::simd_avx512::AVX512_F32_LANES
• tensor::simd_avx512::AVX512_F64_LANES