add triangular_solve
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@ -36,6 +36,7 @@ graph(::typeof(Flux.tile), args...) = TensorFlow.tile(args...)
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graph(::typeof(fill), x, dims) = Ops.fill(convert(Tensor{Int32}, dims), Tensor(x))
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graph(::typeof(Flux.cast), args...) = TensorFlow.cast(args...)
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graph(::typeof(solve), A, b) = TensorFlow.matrix_solve(A, b)
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graph(::typeof(triangular_solve), A, b) = TensorFlow.matrix_triangular_solve(A, b; lower=false)
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for op in (*, .*, .+, .^, log, exp, ceil, floor, sqrt, abs, cos,
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sin, tan, atan, asin, acos, tanh, lgamma, erf, erfc, real, imag, conj,
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@ -1,4 +1,4 @@
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export reshape, tile, fill, cast, solve
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export reshape, tile, fill, cast, solve, triangular_solve
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import Base: reshape, fill
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@ -7,3 +7,4 @@ tile(x::AbstractArray, mult::AbstractArray) = repeat(x,outer=tuple(mult...))
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fill{T}(x::T, dims::AbstractArray) = fill(x,tuple(dims...))
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cast{T}(x::AbstractArray, ::Type{T}) = convert(Array{T},x)
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solve(A::AbstractArray, b::AbstractArray) = A\b
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triangular_solve(A::AbstractArray, b::AbstractArray) = A\b
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@ -56,6 +56,8 @@ end
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A = randn(Float32,(5,5))
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b = randn(Float32,(5,1))
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@test tf(@net (x,y) -> solve(x,y))(A,b) ≈ A\b
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_,A,_ = lu(A)
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@test tf(@net (x,y) -> triangular_solve(x,y))(A,b) ≈ A\b
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end
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end
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