List of all items

Structs

• core::layer::compat::Arc
• core::layer::compat::Box
• core::layer::compat::Cell
• core::layer::compat::HashMap
• core::layer::compat::HashSet
• core::layer::compat::LazyLock
• core::layer::compat::Mutex
• core::layer::compat::RefCell
• core::layer::compat::RwLock
• core::layer::compat::String
• core::layer::compat::TypeId
• core::layer::compat::Vec
• core::layer::compat::Weak
• core::layer::compat::fmt::Arguments
• core::layer::compat::fmt::DebugList
• core::layer::compat::fmt::DebugMap
• core::layer::compat::fmt::DebugSet
• core::layer::compat::fmt::DebugStruct
• core::layer::compat::fmt::DebugTuple
• core::layer::compat::fmt::Error
• core::layer::compat::fmt::Formatter
• core::layer::compat::fmt::FormattingOptions
• core::layer::compat::fmt::FromFn
• core::layer::compat::iter::ArrayChunks
• core::layer::compat::iter::ByRefSized
• core::layer::compat::iter::Chain
• core::layer::compat::iter::Cloned
• core::layer::compat::iter::Copied
• core::layer::compat::iter::Cycle
• core::layer::compat::iter::Empty
• core::layer::compat::iter::Enumerate
• core::layer::compat::iter::Filter
• core::layer::compat::iter::FilterMap
• core::layer::compat::iter::FlatMap
• core::layer::compat::iter::Flatten
• core::layer::compat::iter::FromCoroutine
• core::layer::compat::iter::FromFn
• core::layer::compat::iter::Fuse
• core::layer::compat::iter::Inspect
• core::layer::compat::iter::Intersperse
• core::layer::compat::iter::IntersperseWith
• core::layer::compat::iter::Map
• core::layer::compat::iter::MapWhile
• core::layer::compat::iter::MapWindows
• core::layer::compat::iter::Once
• core::layer::compat::iter::OnceWith
• core::layer::compat::iter::Peekable
• core::layer::compat::iter::Repeat
• core::layer::compat::iter::RepeatN
• core::layer::compat::iter::RepeatWith
• core::layer::compat::iter::Rev
• core::layer::compat::iter::Scan
• core::layer::compat::iter::Skip
• core::layer::compat::iter::SkipWhile
• core::layer::compat::iter::StepBy
• core::layer::compat::iter::Successors
• core::layer::compat::iter::Take
• core::layer::compat::iter::TakeWhile
• core::layer::compat::iter::Zip
• core::layer::compat::ops::Range
• core::layer::compat::ops::RangeFrom
• core::layer::compat::ops::RangeFull
• core::layer::compat::ops::RangeInclusive
• core::layer::compat::ops::RangeTo
• core::layer::compat::ops::RangeToInclusive
• core::layer::compat::ops::Yeet
• core::layer::compat::vec::Drain
• core::layer::compat::vec::ExtractIf
• core::layer::compat::vec::IntoIter
• core::layer::compat::vec::PeekMut
• core::layer::compat::vec::Splice
• core::layer::compat::vec::Vec
• core::ops::OpParams
• core::prelude::Builder
• core::prelude::Layout
• core::prelude::Script
• core::prelude::Shape
• core::prelude::Tensor
• core::script::Script
• core::script::builder::BasicBlock
• core::script::builder::BlockId
• core::script::builder::Builder
• core::script::builder::BuilderState
• core::script::builder::ConstantData
• core::script::builder::Function
• core::script::builder::FunctionSignature
• core::script::builder::Module
• core::script::builder::ModuleMetadata
• core::script::builder::Parameter
• core::script::builder::ValueId
• core::script::builder::ValueInfo
• core::script::builder::ir::BasicBlock
• core::script::builder::ir::BlockId
• core::script::builder::ir::ConstantData
• core::script::builder::ir::Function
• core::script::builder::ir::FunctionSignature
• core::script::builder::ir::Module
• core::script::builder::ir::ModuleMetadata
• core::script::builder::ir::Parameter
• core::script::builder::ir::ValueId
• core::script::builder::ir::ValueInfo
• core::script::compiler::CompileOptions
• core::script::compiler::CompiledInstruction
• core::script::compiler::CompiledModule
• core::script::compiler::HoduCompiler
• core::script::executor::HoduExecutor
• core::tensor::GradientContext
• core::tensor::Tensor
• core::tensor::TensorId
• core::tensor::Tensor_
• core::tensor::gradient::GradientContext
• core::types::Layout
• core::types::Shape
• nn::Adam
• nn::AdamW
• nn::AdaptiveAvgPool1D
• nn::AdaptiveAvgPool2D
• nn::AdaptiveAvgPool3D
• nn::AdaptiveMaxPool1D
• nn::AdaptiveMaxPool2D
• nn::AdaptiveMaxPool3D
• nn::AvgPool1D
• nn::AvgPool2D
• nn::AvgPool3D
• nn::BCELoss
• nn::BCEWithLogitsLoss
• nn::BatchNorm1D
• nn::BatchNorm2D
• nn::BatchNorm3D
• nn::Conv1D
• nn::Conv2D
• nn::Conv3D
• nn::ConvTranspose1D
• nn::ConvTranspose2D
• nn::ConvTranspose3D
• nn::CrossEntropyLoss
• nn::Dropout
• nn::ELU
• nn::Embedding
• nn::Gelu
• nn::HuberLoss
• nn::LayerNorm
• nn::LeakyReLU
• nn::Linear
• nn::MAELoss
• nn::MSELoss
• nn::MaxPool1D
• nn::MaxPool2D
• nn::MaxPool3D
• nn::Mish
• nn::NLLLoss
• nn::PReLU
• nn::RReLU
• nn::ReLU
• nn::SGD
• nn::SiLU
• nn::Sigmoid
• nn::Softplus
• nn::Swish
• nn::Tanh
• nn::prelude::Adam
• nn::prelude::AdamW
• nn::prelude::AdaptiveAvgPool2D
• nn::prelude::AdaptiveMaxPool2D
• nn::prelude::AvgPool2D
• nn::prelude::BCEWithLogitsLoss
• nn::prelude::BatchNorm1D
• nn::prelude::BatchNorm2D
• nn::prelude::BatchNorm3D
• nn::prelude::Conv2D
• nn::prelude::CrossEntropyLoss
• nn::prelude::Dropout
• nn::prelude::ELU
• nn::prelude::Embedding
• nn::prelude::Gelu
• nn::prelude::LayerNorm
• nn::prelude::LeakyReLU
• nn::prelude::Linear
• nn::prelude::MAELoss
• nn::prelude::MSELoss
• nn::prelude::MaxPool2D
• nn::prelude::Mish
• nn::prelude::PReLU
• nn::prelude::RReLU
• nn::prelude::ReLU
• nn::prelude::SiLU
• nn::prelude::Sigmoid
• nn::prelude::Softplus
• nn::prelude::Swish
• nn::prelude::Tanh
• prelude::Adam
• prelude::AdamW
• prelude::AdaptiveAvgPool2D
• prelude::AdaptiveMaxPool2D
• prelude::AvgPool2D
• prelude::BCEWithLogitsLoss
• prelude::BatchNorm1D
• prelude::BatchNorm2D
• prelude::BatchNorm3D
• prelude::Builder
• prelude::Conv2D
• prelude::CrossEntropyLoss
• prelude::DataLoader
• prelude::Dropout
• prelude::ELU
• prelude::Embedding
• prelude::Gelu
• prelude::LayerNorm
• prelude::Layout
• prelude::LeakyReLU
• prelude::Linear
• prelude::MAELoss
• prelude::MSELoss
• prelude::MaxPool2D
• prelude::Mish
• prelude::PReLU
• prelude::RReLU
• prelude::RandomSampler
• prelude::ReLU
• prelude::Script
• prelude::SequentialSampler
• prelude::Shape
• prelude::SiLU
• prelude::Sigmoid
• prelude::Softplus
• prelude::Swish
• prelude::Tanh
• prelude::Tensor
• prelude::TensorDataset
• utils::data::dataloader::DataLoader
• utils::data::dataloader::DataLoaderBuilder
• utils::data::dataloader::DataLoaderIterator
• utils::data::dataset::ConcatDataset
• utils::data::dataset::Subset
• utils::data::dataset::TensorDataset
• utils::data::sampler::BatchSampler
• utils::data::sampler::RandomSampler
• utils::data::sampler::SequentialSampler
• utils::data::sampler::SubsetSampler
• utils::prelude::DataLoader
• utils::prelude::RandomSampler
• utils::prelude::SequentialSampler
• utils::prelude::TensorDataset

Enums

• core::error::HoduError
• core::layer::compat::Ordering
• core::layer::compat::fmt::Alignment
• core::layer::compat::fmt::DebugAsHex
• core::layer::compat::fmt::Sign
• core::layer::compat::ops::Bound
• core::layer::compat::ops::ControlFlow
• core::layer::compat::ops::CoroutineState
• core::layer::compat::ops::OneSidedRangeBound
• core::ops::BinaryLogicalOp
• core::ops::BinaryOp
• core::ops::CastOp
• core::ops::CmpOp
• core::ops::CmpScalarOp
• core::ops::ConcatOp
• core::ops::ConvOp
• core::ops::IndexingOp
• core::ops::MatrixOp
• core::ops::MemoryOp
• core::ops::Op
• core::ops::ReduceOp
• core::ops::ShapeOp
• core::ops::ShapeScalarsOp
• core::ops::SplitOp
• core::ops::UnaryLogicalOp
• core::ops::UnaryOp
• core::ops::UnaryScalarOp
• core::ops::WindowingOp
• core::prelude::Compiler
• core::prelude::DType
• core::prelude::Device
• core::prelude::Scalar
• core::scalar::Scalar
• core::script::builder::Attribute
• core::script::builder::CompressionType
• core::script::builder::Instruction
• core::script::builder::Terminator
• core::script::builder::ir::Attribute
• core::script::builder::ir::CompressionType
• core::script::builder::ir::Instruction
• core::script::builder::ir::Terminator
• core::script::compiler::CompilerInstance
• core::script::compiler::OptimizationLevel
• core::script::executor::ExecutorInstance
• core::types::Compiler
• core::types::DType
• core::types::Device
• prelude::Batch
• prelude::Compiler
• prelude::DType
• prelude::DataItem
• prelude::Device
• prelude::Scalar
• utils::data::batch::Batch
• utils::data::batch::DataItem
• utils::prelude::Batch
• utils::prelude::DataItem

Traits

• core::layer::compat::FromParallelIterator
• core::layer::compat::IndexedParallelIterator
• core::layer::compat::IntoParallelIterator
• core::layer::compat::IntoParallelRefIterator
• core::layer::compat::IntoParallelRefMutIterator
• core::layer::compat::ParallelBridge
• core::layer::compat::ParallelDrainFull
• core::layer::compat::ParallelDrainRange
• core::layer::compat::ParallelExtend
• core::layer::compat::ParallelIterator
• core::layer::compat::ParallelSlice
• core::layer::compat::ParallelSliceMut
• core::layer::compat::ParallelString
• core::layer::compat::ToString
• core::layer::compat::fmt::Binary
• core::layer::compat::fmt::Debug
• core::layer::compat::fmt::Display
• core::layer::compat::fmt::LowerExp
• core::layer::compat::fmt::LowerHex
• core::layer::compat::fmt::Octal
• core::layer::compat::fmt::Pointer
• core::layer::compat::fmt::UpperExp
• core::layer::compat::fmt::UpperHex
• core::layer::compat::fmt::Write
• core::layer::compat::iter::DoubleEndedIterator
• core::layer::compat::iter::ExactSizeIterator
• core::layer::compat::iter::Extend
• core::layer::compat::iter::FromIterator
• core::layer::compat::iter::FusedIterator
• core::layer::compat::iter::IntoIterator
• core::layer::compat::iter::Iterator
• core::layer::compat::iter::Product
• core::layer::compat::iter::Step
• core::layer::compat::iter::Sum
• core::layer::compat::iter::TrustedLen
• core::layer::compat::iter::TrustedStep
• core::layer::compat::ops::Add
• core::layer::compat::ops::AddAssign
• core::layer::compat::ops::AsyncFn
• core::layer::compat::ops::AsyncFnMut
• core::layer::compat::ops::AsyncFnOnce
• core::layer::compat::ops::BitAnd
• core::layer::compat::ops::BitAndAssign
• core::layer::compat::ops::BitOr
• core::layer::compat::ops::BitOrAssign
• core::layer::compat::ops::BitXor
• core::layer::compat::ops::BitXorAssign
• core::layer::compat::ops::CoerceUnsized
• core::layer::compat::ops::Coroutine
• core::layer::compat::ops::Deref
• core::layer::compat::ops::DerefMut
• core::layer::compat::ops::DerefPure
• core::layer::compat::ops::DispatchFromDyn
• core::layer::compat::ops::Div
• core::layer::compat::ops::DivAssign
• core::layer::compat::ops::Drop
• core::layer::compat::ops::Fn
• core::layer::compat::ops::FnMut
• core::layer::compat::ops::FnOnce
• core::layer::compat::ops::FnPtr
• core::layer::compat::ops::FromResidual
• core::layer::compat::ops::Index
• core::layer::compat::ops::IndexMut
• core::layer::compat::ops::IntoBounds
• core::layer::compat::ops::Mul
• core::layer::compat::ops::MulAssign
• core::layer::compat::ops::Neg
• core::layer::compat::ops::Not
• core::layer::compat::ops::OneSidedRange
• core::layer::compat::ops::RangeBounds
• core::layer::compat::ops::Receiver
• core::layer::compat::ops::Rem
• core::layer::compat::ops::RemAssign
• core::layer::compat::ops::Residual
• core::layer::compat::ops::Shl
• core::layer::compat::ops::ShlAssign
• core::layer::compat::ops::Shr
• core::layer::compat::ops::ShrAssign
• core::layer::compat::ops::Sub
• core::layer::compat::ops::SubAssign
• core::layer::compat::ops::Try
• core::script::compiler::CompilerT
• core::script::executor::ExecutorT
• nn::module::Module
• nn::optimizer::Optimizer
• nn::prelude::Module
• nn::prelude::Optimizer
• prelude::Dataset
• prelude::Module
• prelude::Optimizer
• utils::data::dataset::Dataset
• utils::data::sampler::Sampler
• utils::prelude::Dataset

Macros

• core::layer::compat::eprintln
• core::layer::compat::format
• core::layer::compat::iter::iter
• core::layer::compat::println
• core::layer::compat::thread_local
• core::layer::compat::vec
• nn::eval
• nn::prelude::eval
• nn::prelude::train
• nn::train
• prelude::eval
• prelude::train

Derive Macros

• core::layer::compat::fmt::Debug
• nn::module::Module
• nn::optimizer::Optimizer
• nn::prelude::Module
• nn::prelude::Optimizer
• prelude::Dataset
• prelude::Module
• prelude::Optimizer
• utils::data::dataset::Dataset
• utils::prelude::Dataset

Functions

• core::layer::compat::fmt::format
• core::layer::compat::fmt::from_fn
• core::layer::compat::fmt::write
• core::layer::compat::iter::chain
• core::layer::compat::iter::empty
• core::layer::compat::iter::from_coroutine
• core::layer::compat::iter::from_fn
• core::layer::compat::iter::once
• core::layer::compat::iter::once_with
• core::layer::compat::iter::repeat
• core::layer::compat::iter::repeat_n
• core::layer::compat::iter::repeat_with
• core::layer::compat::iter::successors
• core::layer::compat::iter::zip
• core::prelude::get_runtime_device
• core::prelude::set_runtime_device
• core::script::builder::codegen::allocate_value_id
• core::script::builder::codegen::build_basic_block
• core::script::builder::codegen::build_module
• core::script::builder::codegen::build_signature
• core::script::builder::codegen::emit_operation
• core::script::builder::codegen::load_constant
• core::script::builder::codegen::trace_tensor_operations
• core::script::builder::get_active_builder
• core::script::builder::is_builder_active
• core::script::builder::print_module
• core::script::builder::with_active_builder
• core::tensor::exists
• core::tensor::get
• core::tensor::get_runtime_device
• core::tensor::gradient::clear_default_context_tape
• core::tensor::gradient::clear_tape
• core::tensor::gradient::compute_gradients
• core::tensor::gradient::is_computing_gradients
• core::tensor::gradient::record_operation
• core::tensor::gradient::record_operation_with_dims
• core::tensor::gradient::record_operation_with_scalar
• core::tensor::gradient::record_operation_with_scalars
• core::tensor::gradient::record_operation_with_split_info
• core::tensor::insert
• core::tensor::is_computing_gradients
• core::tensor::set_runtime_device
• core::tensor::with_tensor
• core::tensor::with_tensor_mut
• prelude::get_runtime_device
• prelude::set_runtime_device
• utils::data::dataloader::default_collate
• utils::data::dataset::random_split

Type Aliases

• core::error::HoduResult
• core::layer::compat::AtomicBool
• core::layer::compat::AtomicU32
• core::layer::compat::AtomicU8
• core::layer::compat::AtomicUsize
• core::layer::compat::fmt::Result
• core::prelude::HoduResult
• core::script::executor::ExecutionInputs
• core::script::executor::ExecutionOutputs
• prelude::HoduResult
• utils::data::dataloader::CollateFn

Constants

• bf16
• bfloat16
• core::prelude::bf16
• core::prelude::bfloat16
• core::prelude::bool
• core::prelude::f16
• core::prelude::f32
• core::prelude::f8e4m3
• core::prelude::float16
• core::prelude::float32
• core::prelude::float8e4m3
• core::prelude::half
• core::prelude::i32
• core::prelude::i8
• core::prelude::int32
• core::prelude::int8
• core::prelude::u32
• core::prelude::u8
• core::prelude::uint32
• core::prelude::uint8
• core::types::bf16
• core::types::bfloat16
• core::types::bool
• core::types::f16
• core::types::f32
• core::types::f8e4m3
• core::types::float16
• core::types::float32
• core::types::float8e4m3
• core::types::half
• core::types::i32
• core::types::i8
• core::types::int32
• core::types::int8
• core::types::u32
• core::types::u8
• core::types::uint32
• core::types::uint8
• f16
• f32
• f8e4m3
• float16
• float32
• float8e4m3
• half
• i32
• i8
• int32
• int8
• prelude::bf16
• prelude::bfloat16
• prelude::bool
• prelude::f16
• prelude::f32
• prelude::f8e4m3
• prelude::float16
• prelude::float32
• prelude::float8e4m3
• prelude::half
• prelude::i32
• prelude::i8
• prelude::int32
• prelude::int8
• prelude::u32
• prelude::u8
• prelude::uint32
• prelude::uint8
• u32
• u8
• uint32
• uint8