code: started finalising transpilation process and preparing for performance testing and tuning
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This commit is contained in:
2025-03-23 13:38:22 +01:00
parent db02e9f90f
commit baa37ea183
11 changed files with 149 additions and 60 deletions

42
package/src/Utils.jl Normal file
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module Utils
"Converts a vector of vectors into a matrix. The inner vectors do not need to have the same length.
All entries that cannot be filled have ```invalidElement``` as their value
"
function convert_to_matrix(vec::Vector{Vector{T}}, invalidElement::T)::Matrix{T} where T
vecCols = get_max_inner_length(vec)
vecRows = length(vec)
vecMat = fill(invalidElement, vecCols, vecRows)
for i in eachindex(vec)
vecMat[:,i] = copyto!(vecMat[:,i], vec[i])
end
return vecMat
end
"Retrieves the number of entries for the largest inner vector"
function get_max_inner_length(vec::Vector{Vector{T}})::Int where T
maxLength = 0
@inbounds for i in eachindex(vec)
if length(vec[i]) > maxLength
maxLength = length(vec[i])
end
end
return maxLength
end
"Returns a CuArray filed with the data provided. The inner vectors do not have to have the same length. All missing elements will be the value ```invalidElement```"
function create_cuda_array(data::Vector{Vector{T}}, invalidElement::T)::CuArray{T} where T
dataCols = Utils.get_max_inner_length(data)
dataRows = length(data)
dataMat = Utils.convert_to_matrix(data, invalidElement)
cudaArr = CuArray{T}(undef, dataCols, dataRows) # length(parameters) == number of expressions
copyto!(cudaArr, dataMat)
return cudaArr
end
end