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annotate src/SbpOperators/stencil.jl @ 1811:89d7f7b02824 v0.1.3

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Bump version to 0.1.3
author Jonatan Werpers <jonatan@werpers.com>
date Thu, 03 Oct 2024 18:32:05 +0200
parents dfb43fdac9fc
children 244311761969
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1 struct Stencil{T,N}
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2 range::UnitRange{Int64}
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3 weights::NTuple{N,T}
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4
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5 function Stencil(range::UnitRange,weights::NTuple{N,T}) where {T, N}
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6 @assert length(range) == N
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7 new{T,N}(range,weights)
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8 end
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9 end
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10
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11 """
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12 Stencil(weights::NTuple; center::Int)
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13
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14 Create a stencil with the given weights with element `center` as the center of the stencil.
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15 """
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16 function Stencil(weights...; center::Int)
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17 weights = promote(weights...)
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18 N = length(weights)
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19 range = (1:N) .- center
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20
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21 return Stencil(range, weights)
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22 end
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23
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24 Stencil{T,N}(s::Stencil{S,N}) where {T,S,N} = Stencil(s.range, T.(s.weights))
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25 Stencil{T}(s::Stencil) where T = Stencil{T,length(s)}(s)
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26
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27 Base.convert(::Type{Stencil{T1,N}}, s::Stencil{T2,N}) where {T1,T2,N} = Stencil{T1,N}(s)
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28 Base.convert(::Type{Stencil{T1}}, s::Stencil{T2,N}) where {T1,T2,N} = Stencil{T1,N}(s)
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29
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30 Base.promote_rule(::Type{Stencil{T1,N}}, ::Type{Stencil{T2,N}}) where {T1,T2,N} = Stencil{promote_type(T1,T2),N}
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31
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32 function CenteredStencil(weights...)
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33 if iseven(length(weights))
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34 throw(ArgumentError("a centered stencil must have an odd number of weights."))
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35 end
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36
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37 r = length(weights) ÷ 2
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38
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39 return Stencil(-r:r, weights)
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40 end
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41
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42
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43 """
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44 scale(s::Stencil, a)
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45
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46 Scale the weights of the stencil `s` with `a` and return a new stencil.
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47 """
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48 function scale(s::Stencil, a)
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49 return Stencil(s.range, a.*s.weights)
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50 end
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51
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52 Base.eltype(::Stencil{T,N}) where {T,N} = T
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53 Base.length(::Stencil{T,N}) where {T,N} = N
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54
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55 function flip(s::Stencil)
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56 range = (-s.range[2], -s.range[1])
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57 return Stencil(range, reverse(s.weights))
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58 end
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59
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60 # Provides index into the Stencil based on offset for the root element
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61 @inline function Base.getindex(s::Stencil, i::Int)
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62 @boundscheck if i ∉ s.range
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63 return zero(eltype(s))
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64 end
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65 return s.weights[1 + i - s.range[1]]
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66 end
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67
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68 Base.@propagate_inbounds @inline function apply_stencil(s::Stencil, v::AbstractVector, i::Int)
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69 return sum(enumerate(s.weights)) do (k,w) #TBD: Which optimizations are needed here?
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70 w*v[i + @inbounds s.range[k]]
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71 end
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72 end
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73
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74 Base.@propagate_inbounds @inline function apply_stencil_backwards(s::Stencil, v::AbstractVector, i::Int)
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75 return sum(enumerate(s.weights)) do (k,w) #TBD: Which optimizations are needed here?
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76 w*v[i - @inbounds s.range[k]]
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77 end
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78 end
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79
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80 # There are many options for the implementation of `apply_stencil` and
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81 # `apply_stencil_backwards`. Some alternatives were tried on the branch
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82 # bugfix/sbp_operators/stencil_return_type and can be found at the following
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83 # revision:
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84 #
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85 # * 237b980ffb91 (baseline)
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86 # * a72bab15228e (mapreduce)
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87 # * ffd735354d54 (multiplication)
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88 # * b5abd5191f2c (promote_op)
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89 # * 8d56846185fc (return_type)
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90 #
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91
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92 function left_pad(s::Stencil, N)
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93 weights = LazyTensors.left_pad_tuple(s.weights, zero(eltype(s)), N)
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94 range = (first(s.range) - (N - length(s.weights))):last(s.range)
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95
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96 return Stencil(range, weights)
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97 end
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98
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99 function right_pad(s::Stencil, N)
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100 weights = LazyTensors.right_pad_tuple(s.weights, zero(eltype(s)), N)
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101 range = first(s.range):(last(s.range) + (N - length(s.weights)))
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102
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103 return Stencil(range, weights)
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104 end
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105
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106
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107
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108 struct NestedStencil{T,N,M}
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109 s::Stencil{Stencil{T,N},M}
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110 end
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111
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112 # Stencil input
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113 NestedStencil(s::Vararg{Stencil}; center) = NestedStencil(Stencil(s... ; center))
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114 CenteredNestedStencil(s::Vararg{Stencil}) = NestedStencil(CenteredStencil(s...))
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115
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116 # Tuple input
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117 function NestedStencil(weights::Vararg{NTuple{N,Any}}; center) where N
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118 inner_stencils = map(w -> Stencil(w...; center), weights)
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119 return NestedStencil(Stencil(inner_stencils... ; center))
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120 end
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121 function CenteredNestedStencil(weights::Vararg{NTuple{N,Any}}) where N
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122 inner_stencils = map(w->CenteredStencil(w...), weights)
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123 return CenteredNestedStencil(inner_stencils...)
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124 end
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125
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126
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127 # Conversion
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128 function NestedStencil{T,N,M}(ns::NestedStencil{S,N,M}) where {T,S,N,M}
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129 return NestedStencil(Stencil{Stencil{T}}(ns.s))
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130 end
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131
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132 function NestedStencil{T}(ns::NestedStencil{S,N,M}) where {T,S,N,M}
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133 NestedStencil{T,N,M}(ns)
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134 end
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135
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136 function Base.convert(::Type{NestedStencil{T,N,M}}, s::NestedStencil{S,N,M}) where {T,S,N,M}
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137 return NestedStencil{T,N,M}(s)
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138 end
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139 Base.convert(::Type{NestedStencil{T}}, stencil) where T = NestedStencil{T}(stencil)
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140
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141 function Base.promote_rule(::Type{NestedStencil{T,N,M}}, ::Type{NestedStencil{S,N,M}}) where {T,S,N,M}
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142 return NestedStencil{promote_type(T,S),N,M}
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143 end
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144
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145 Base.eltype(::NestedStencil{T}) where T = T
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146
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147 function scale(ns::NestedStencil, a)
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148 range = ns.s.range
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149 weights = ns.s.weights
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150
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151 return NestedStencil(Stencil(range, scale.(weights,a)))
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152 end
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153
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154 function flip(ns::NestedStencil)
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155 s_flip = flip(ns.s)
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156 return NestedStencil(Stencil(s_flip.range, flip.(s_flip.weights)))
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157 end
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158
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159 Base.getindex(ns::NestedStencil, i::Int) = ns.s[i]
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160
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161 "Apply inner stencils to `c` and get a concrete stencil"
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162 Base.@propagate_inbounds function apply_inner_stencils(ns::NestedStencil, c::AbstractVector, i::Int)
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163 weights = apply_stencil.(ns.s.weights, Ref(c), i)
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164 return Stencil(ns.s.range, weights)
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165 end
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166
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167 "Apply the whole nested stencil"
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168 Base.@propagate_inbounds function apply_stencil(ns::NestedStencil, c::AbstractVector, v::AbstractVector, i::Int)
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169 s = apply_inner_stencils(ns,c,i)
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170 return apply_stencil(s, v, i)
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171 end
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172
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173 "Apply inner stencils backwards to `c` and get a concrete stencil"
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174 Base.@propagate_inbounds @inline function apply_inner_stencils_backwards(ns::NestedStencil, c::AbstractVector, i::Int)
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175 weights = apply_stencil_backwards.(ns.s.weights, Ref(c), i)
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176 return Stencil(ns.s.range, weights)
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177 end
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178
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179 "Apply the whole nested stencil backwards"
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180 Base.@propagate_inbounds @inline function apply_stencil_backwards(ns::NestedStencil, c::AbstractVector, v::AbstractVector, i::Int)
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181 s = apply_inner_stencils_backwards(ns,c,i)
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182 return apply_stencil_backwards(s, v, i)
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183 end