List of all items

Structs

• cascade::CandidateNeuron
• cascade::CascadeBuilder
• cascade::CascadeConfig
• cascade::CascadeMetrics
• cascade::CascadeNetwork
• cascade::CascadeState
• cascade::CascadeTrainer
• cascade::CascadeTrainingRecord
• cascade::CascadeTrainingResult
• connection::Connection
• errors::ErrorContext
• errors::ErrorLogger
• errors::RecoveryContext
• integration::BenchmarkResult
• integration::CompatibilityTest
• integration::FannCompatibilityValidator
• integration::IntegrationConfig
• integration::IntegrationResult
• integration::IntegrationTestSuite
• integration::RegressionDetector
• io::DotExporter
• io::FannReader
• io::FannWriter
• io::TrainingDataReader
• io::TrainingDataStreamReader
• io::TrainingDataWriter
• layer::Layer
• memory_manager::MemoryManager
• memory_manager::MemoryPool
• memory_manager::MemoryStats
• mock_types::MockNetwork
• mock_types::MockTrainingData
• network::Network
• network::NetworkBuilder
• neuron::Neuron
• simd::CpuSimdOps
• simd::ParallelTraining
• simd::SimdConfig
• training::Adam
• training::AdamW
• training::BatchBackprop
• training::BitFailStopCriteria
• training::ExponentialDecay
• training::IncrementalBackprop
• training::MaeError
• training::MseError
• training::MseStopCriteria
• training::ParallelTrainingOptions
• training::Quickprop
• training::Rprop
• training::StepDecay
• training::TanhError
• training::TrainingData
• training::TrainingState
• training::helpers::SimpleNetwork
• webgpu::MemoryCapabilities
• webgpu::backend::BackendCapabilities
• webgpu::backend::BackendSelector
• webgpu::backend::ComputeProfile
• webgpu::backend::CpuBackend
• webgpu::backend::SimdBackend
• webgpu::buffer_pool::AdvancedBufferPool
• webgpu::buffer_pool::Buffer
• webgpu::buffer_pool::BufferDescriptor
• webgpu::buffer_pool::BufferTierPool
• webgpu::buffer_pool::BufferUsages
• webgpu::buffer_pool::Device
• webgpu::buffer_pool::GlobalStatisticsSnapshot
• webgpu::buffer_pool::GpuBuffer
• webgpu::buffer_pool::PoolGlobalStatistics
• webgpu::buffer_pool::PoolStatisticsSnapshot
• webgpu::buffer_pool::PoolTierConfig
• webgpu::buffer_pool::PressureCircuitBreaker
• webgpu::buffer_pool::Queue
• webgpu::buffer_pool::TierStatistics
• webgpu::buffer_pool::TierStatisticsSnapshot
• webgpu::compute_context::ComputeContext
• webgpu::compute_context::ComputePerformanceStats
• webgpu::compute_context::DeviceCapabilities
• webgpu::compute_context::GpuMemoryManager
• webgpu::compute_context::MatrixDims
• webgpu::compute_context::PerformanceStats
• webgpu::compute_context::TrackerStats
• webgpu::fallback::BackendHealth
• webgpu::fallback::FallbackHealthStatus
• webgpu::fallback::FallbackManager
• webgpu::kernel_optimizer::GpuCapabilities
• webgpu::kernel_optimizer::KernelConfig
• webgpu::kernel_optimizer::KernelOptimizer
• webgpu::kernel_optimizer::OptimizationMetrics
• webgpu::memory::BufferHandle
• webgpu::memory::BufferInfo
• webgpu::memory::CpuMemoryManager
• webgpu::memory::EnhancedGpuMemoryManager
• webgpu::memory::EnhancedMemoryStats
• webgpu::memory::GpuMemoryConfig
• webgpu::memory::GpuMemoryManager
• webgpu::memory::MemoryManagerStats
• webgpu::memory::MemoryStats
• webgpu::memory::OptimizationResult
• webgpu::performance_monitor::AlertThresholds
• webgpu::performance_monitor::PerformanceAlert
• webgpu::performance_monitor::PerformanceMeasurement
• webgpu::performance_monitor::PerformanceMonitor
• webgpu::performance_monitor::PerformanceStats
• webgpu::performance_monitor::RealTimeMetrics
• webgpu::pipeline_cache::BindGroupLayout
• webgpu::pipeline_cache::CacheStats
• webgpu::pipeline_cache::CompilationStats
• webgpu::pipeline_cache::ComputePipeline
• webgpu::pipeline_cache::PipelineCache
• webgpu::pressure_monitor::MemoryPressureMonitor
• webgpu::pressure_monitor::MonitorConfig
• webgpu::pressure_monitor::MonitoringReport
• webgpu::pressure_monitor::MonitoringStatistics
• webgpu::pressure_monitor::PressureReading

Enums

• TrainingAlgorithm
• activation::ActivationFunction
• cascade::CascadeError
• errors::CascadeErrorCategory
• errors::ErrorCategory
• errors::IoErrorCategory
• errors::NetworkErrorCategory
• errors::RecoveryStrategy
• errors::RuvFannError
• errors::TrainingErrorCategory
• errors::ValidationError
• errors::ValidationErrorCategory
• integration::IntegrationError
• io::FileFormat
• io::IoError
• network::NetworkError
• simd::ActivationFunction
• training::TrainingError
• webgpu::backend::BackendType
• webgpu::backend::MatrixSize
• webgpu::backend::OperationType
• webgpu::buffer_pool::BufferCategory
• webgpu::buffer_pool::MemoryPressure
• webgpu::error::ComputeError
• webgpu::kernel_optimizer::ShaderType
• webgpu::memory::BufferSize
• webgpu::performance_monitor::AlertSeverity
• webgpu::performance_monitor::AlertType
• webgpu::performance_monitor::PerformanceTrend
• webgpu::pipeline_cache::ShaderType

Traits

• simd::SimdMatrixOps
• training::ErrorFunction
• training::LearningRateSchedule
• training::StopCriteria
• training::TrainingAlgorithm
• webgpu::backend::ComputeBackend
• webgpu::backend::MemoryManager
• webgpu::backend::VectorOps

Macros

• cascade_error
• network_error
• training_error

Functions

• io::compress_data
• io::decompress_data
• io::read_binary
• io::read_json
• io::write_binary
• io::write_json
• memory_manager::get_global_memory_manager
• memory_manager::init_default_pools
• training::helpers::apply_updates_to_network
• training::helpers::calculate_gradients
• training::helpers::forward_propagate
• training::helpers::network_to_simple
• training::helpers::sigmoid
• training::helpers::sigmoid_derivative
• webgpu::get_memory_capabilities
• webgpu::has_enhanced_memory_features
• webgpu::has_wasm_gpu_bridge

Type Aliases

• errors::RuvFannResult
• io::IoResult
• training::TrainingCallback
• webgpu::error::ComputeResult

Constants

• webgpu::shaders::embedded::ACTIVATION_FUNCTIONS_SHADER
• webgpu::shaders::embedded::ADVANCED_OPERATIONS_SHADER
• webgpu::shaders::embedded::BATCH_MATRIX_VECTOR_MULTIPLY_SHADER
• webgpu::shaders::embedded::GRADIENT_OPERATIONS_SHADER
• webgpu::shaders::embedded::MATRIX_VECTOR_MULTIPLY_SHADER