Anton Reinhard 5a30f57e1f
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Add scheduling, machine info, caching strategies and devices (#9)
Reviewed-on: Rubydragon/MetagraphOptimization.jl#9
Co-authored-by: Anton Reinhard <anton.reinhard@proton.me>
Co-committed-by: Anton Reinhard <anton.reinhard@proton.me>
2023-10-12 17:51:03 +02:00

83 lines
1.9 KiB
Julia

"""
compute(t::AbstractTask; data...)
Fallback implementation of the compute function of a compute task, throwing an error.
"""
function compute(t::AbstractTask; data...)
return error("Need to implement compute()")
end
"""
compute(t::FusedComputeTask; data...)
Compute a fused compute task.
"""
function compute(t::FusedComputeTask; data...)
(T1, T2) = collect(typeof(t).parameters)
return compute(T2(), compute(T1(), data))
end
"""
compute(t::AbstractDataTask; data...)
The compute function of a data task, always the identity function, regardless of the specific task.
"""
compute(t::AbstractDataTask; data...) = data
"""
compute_effort(t::AbstractTask)
Fallback implementation of the compute effort of a task, throwing an error.
"""
function compute_effort(t::AbstractTask)
# default implementation using compute
return error("Need to implement compute_effort()")
end
"""
data(t::AbstractTask)
Fallback implementation of the data of a task, throwing an error.
"""
function data(t::AbstractTask)
return error("Need to implement data()")
end
"""
compute_effort(t::AbstractDataTask)
Return the compute effort of a data task, always zero, regardless of the specific task.
"""
compute_effort(t::AbstractDataTask) = 0
"""
data(t::AbstractDataTask)
Return the data of a data task. Given by the task's `.data` field.
"""
data(t::AbstractDataTask) = getfield(t, :data)
"""
data(t::AbstractComputeTask)
Return the data of a compute task, always zero, regardless of the specific task.
"""
data(t::AbstractComputeTask) = 0
"""
compute_effort(t::FusedComputeTask)
Return the compute effort of a fused compute task.
"""
function compute_effort(t::FusedComputeTask)
return compute_effort(t.first_task) + compute_effort(t.second_task)
end
"""
get_types(::FusedComputeTask{T1, T2})
Return a tuple of a the fused compute task's components' types.
"""
get_types(::FusedComputeTask{T1, T2}) where {T1, T2} = (T1, T2)