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view src/LazyTensors/LazyTensors.jl @ 1837:200971c71657 refactor/lazy_tensors/elementwise_ops
Refactor ElementwiseTensorOperation into TensorSum and use TensorNegation for handling subtraction
author | Jonatan Werpers <jonatan@werpers.com> |
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date | Thu, 09 Jan 2025 21:46:01 +0100 |
parents | 368999a2e243 |
children | e1077273eda5 |
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module LazyTensors export LazyTensor export apply export apply_transpose export range_dim, domain_dim export range_size, domain_size export TensorApplication export TensorTranspose export TensorComposition export TensorNegation export TensorSum export IdentityTensor export ScalingTensor export DiagonalTensor export DenseTensor export InflatedTensor export LazyOuterProduct export ⊗ export DomainSizeMismatch export RangeSizeMismatch export LazyArray export LazyFunctionArray export +̃, -̃, *̃, /̃ include("lazy_tensor.jl") include("tensor_types.jl") include("lazy_array.jl") include("lazy_tensor_operations.jl") include("tuple_manipulation.jl") # Applying lazy tensors to vectors Base.:*(a::LazyTensor, v::AbstractArray) = TensorApplication(a,v) Base.:*(a::LazyTensor, b::LazyTensor) = throw(MethodError(Base.:*,(a,b))) Base.:*(a::LazyTensor, args::Union{LazyTensor, AbstractArray}...) = foldr(*,(a,args...)) # Addition and subtraction of lazy tensors Base.:+(ts::LazyTensor...) = TensorSum(ts...) Base.:-(t::LazyTensor) = TensorNegation(t) Base.:-(s::LazyTensor, t::LazyTensor) = TensorSum(s,-t) # Composing lazy tensors Base.:∘(s::LazyTensor, t::LazyTensor) = TensorComposition(s,t) Base.:∘(s::TensorComposition, t::LazyTensor) = s.t1∘(s.t2∘t) # Outer products of tensors ⊗(a::LazyTensor, b::LazyTensor) = LazyOuterProduct(a,b) end # module