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metagraphoptimization.jl/src/optimization/fuse.jl

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"""
FusionOptimizer
An optimizer that simply applies an available [`NodeFusion`](@ref) on each step. It implements [`optimize_to_fixpoint`](@ref). The fixpoint is reached when there are no more possible [`NodeFusion`](@ref)s in the graph.
See also: [`SplitOptimizer`](@ref), [`ReductionOptimizer`](@ref)
"""
struct FusionOptimizer <: AbstractOptimizer end
function optimize_step!(optimizer::FusionOptimizer, graph::DAG)
# generate all options
operations = get_operations(graph)
if fixpoint_reached(optimizer, graph)
return false
end
push_operation!(graph, first(operations.nodeFusions))
return true
end
function fixpoint_reached(optimizer::FusionOptimizer, graph::DAG)
operations = get_operations(graph)
return isempty(operations.nodeFusions)
end
function optimize_to_fixpoint!(optimizer::FusionOptimizer, graph::DAG)
while !fixpoint_reached(optimizer, graph)
optimize_step!(optimizer, graph)
end
return nothing
end
function String(::FusionOptimizer)
return "fusion_optimizer"
end