mostly recover old behaviour
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42a7a6ebf6
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21a3b95260
@ -32,39 +32,53 @@ function atomise(model)
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end
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end
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# hiddeninput(n) = vertex(Split(n), inputnode(1))
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#
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# function unroll!(delay::IVertex, n)
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# prewalk!(delay[1]) do v
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# v === delay ? hiddeninput(n) : v
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# end
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# end
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#
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# function break!(g::IVertex)
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# g = bumpinputs(g)
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# loops = []
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# defaults = []
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# g = prewalk!(g) do v
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# isa(value(v), Offset) || return v
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# n = length(loops)+1
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# push!(loops, unroll!(v, n))
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# push!(defaults, get(value(v).default))
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# hiddeninput(n)
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# end
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# cse(group(group(loops...), g)), defaults
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# end
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#
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# function unrollgraph(model, n)
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# graph, defaults = break!(atomise(model))
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# outputs = [spliceinputs(graph, group([constant(splitnode(inputnode(1),i)) for i = 1:length(defaults)]...),
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# splitnode(inputnode(2), 1))]
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# for i = 2:n
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# push!(outputs, spliceinputs(graph, outputs[end][1], splitnode(inputnode(2), i)))
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# end
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# state = outputs[end][1]
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# outputs = map(x -> x[2], outputs)
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# (@> group(state, group(outputs...)) detuple), map(x->x.x, defaults)
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# end
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function collect_state(v::IVertex)
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state = typeof(v)[]
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offset = Int[]
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default = Param[]
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prewalk!(v) do v
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isa(value(v), Offset) || return v
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if (i = findfirst(state, v[1])) == 0
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push!(state, v[1])
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push!(offset, value(v).n)
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push!(default, get(value(v).default))
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else
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offset[i] = min(offset[i], value(v).n)
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end
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v
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end
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return state, offset, default
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end
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hiddeninput(n) = vertex(Split(n), inputnode(1))
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function create_steps(v::IVertex, n)
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[bumpinputs(spliceinputs(v, hiddeninput(i))) for i = 1:n]
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end
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function unrollgraph(v::IVertex, n)
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state, offset, default = collect_state(v)
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v = group(group(state...), v)
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steps = create_steps(v, n)
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for i = 1:n
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vars = inputs(steps[i][1])
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prewalk!(steps[i]) do v
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isa(value(v), Offset) || return v
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stepid = value(v).n + i
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varid = findfirst(vars,v[1])
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if stepid ∈ 1:n
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steps[stepid][1,varid]
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elseif stepid < 1
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vertex(:input, constant(varid))
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elseif stepid > n
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constant(:output, constant(varid))
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end
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end
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end
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group(steps[end][1],group(map(x->x[2], steps)...))
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end
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unrollgraph(atomise(Chain(r,r)), 5) |> detuple |> syntax |> prettify
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type Unrolled <: Model
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model
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@ -76,3 +90,12 @@ end
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graph(u::Unrolled) = u.graph
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unroll(model, n) = Unrolled(model, unrollgraph(model, n)..., n)
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@net type Recurrent
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y
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function (x)
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y = σ(x, y{-1})
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end
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end
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r = Recurrent(rand(5))
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