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fix: add missing dispatch
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@avik-pal
avik-pal committed Jul 12, 2024
1 parent a6674df commit cbde88d
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Showing 5 changed files with 60 additions and 2 deletions.
2 changes: 2 additions & 0 deletions Project.toml
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Original file line number Diff line number Diff line change
Expand Up @@ -4,6 +4,7 @@ authors = ["Avik Pal <avikpal@mit.edu> and contributors"]
version = "0.1.10"

[deps]
ArgCheck = "dce04be8-c92d-5529-be00-80e4d2c0e197"
ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
ConcreteStructs = "2569d6c7-a4a2-43d3-a901-331e8e4be471"
GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
Expand All @@ -29,6 +30,7 @@ WeightInitializersoneAPIExt = ["oneAPI", "GPUArrays"]
[compat]
AMDGPU = "0.9.6"
Aqua = "0.8.7"
ArgCheck = "2.3.0"
CUDA = "5.3.2"
ChainRulesCore = "1.23"
ConcreteStructs = "0.2.3"
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1 change: 1 addition & 0 deletions src/WeightInitializers.jl
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@@ -1,5 +1,6 @@
module WeightInitializers

using ArgCheck: @argcheck
using ChainRulesCore: ChainRulesCore
using ConcreteStructs: @concrete
using GPUArraysCore: @allowscalar
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6 changes: 5 additions & 1 deletion src/initializers.jl
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Expand Up @@ -153,7 +153,7 @@ deep linear neural networks", ICLR 2014, https://arxiv.org/abs/1312.6120
"""
function orthogonal(rng::AbstractRNG, ::Type{T}, dims::Integer...;
gain::Number=T(1.0)) where {T <: Number}
@assert length(dims)>1 "Creating vectors (length(dims) == 1) is not allowed"
@argcheck length(dims)>1 "Creating vectors (length(dims) == 1) is not allowed"

rows, cols = length(dims) == 2 ? dims : (prod(dims[1:(end - 1)]), dims[end])
rows < cols && return permutedims(orthogonal(rng, T, cols, rows; gain=T(gain)))
Expand Down Expand Up @@ -355,6 +355,10 @@ for tp in ("16", "32", "64", "C16", "C32", "C64"), func in (:zeros, :ones, :rand
function ($initializer)(::Type{T}, dims::Integer...; kwargs...) where {T}
throw(ArgumentError(string($initializer) * " doesn't accept a type argument."))
end
function ($initializer)(
::AbstractRNG, ::Type{T}, dims::Integer...; kwargs...) where {T}
throw(ArgumentError(string($initializer) * " doesn't accept a type argument."))
end

# Partial application
function ($initializer)(rng::AbstractRNG; kwargs...)
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16 changes: 15 additions & 1 deletion src/partial.jl
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Expand Up @@ -7,7 +7,11 @@ end
function Base.show(
io::IO, ::MIME"text/plain", f::PartialWeightInitializationFunction{T}) where {T}
print(io, "$(f.f)(")
f.rng !== nothing ? print(io, "$(f.rng), ") : print(io, "rng, ")
if f.rng !== nothing
print(io, "$(nameof(typeof(f.rng)))(...), ")
else
print(io, "rng, ")
end
if T === Nothing
print(io, "::Type{T}, ")
else
Expand All @@ -27,7 +31,17 @@ function (f::PartialWeightInitializationFunction{<:Union{Nothing, Missing}})(
f.rng === nothing && return f.f(args...; f.kwargs..., kwargs...)
return f.f(f.rng, args...; f.kwargs..., kwargs...)
end
function (f::PartialWeightInitializationFunction{<:Union{Nothing, Missing}})(
rng::AbstractRNG, args...; kwargs...)
@argcheck f.rng === nothing
return f.f(rng, args...; f.kwargs..., kwargs...)
end
function (f::PartialWeightInitializationFunction{T})(args...; kwargs...) where {T <: Number}
f.rng === nothing && return f.f(T, args...; f.kwargs..., kwargs...)
return f.f(f.rng, T, args...; f.kwargs..., kwargs...)
end
function (f::PartialWeightInitializationFunction{T})(
rng::AbstractRNG, args...; kwargs...) where {T <: Number}
@argcheck f.rng === nothing
return f.f(rng, T, args...; f.kwargs..., kwargs...)
end
37 changes: 37 additions & 0 deletions test/initializers_tests.jl
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Expand Up @@ -53,14 +53,17 @@ end
@test orthogonal(rng, T, 3, 5) isa arrtype{T, 2}

cl = orthogonal(rng)
display(cl)
@test cl(T, 3, 5) isa arrtype{T, 2}

cl = orthogonal(rng, T)
display(cl)
@test cl(3, 5) isa arrtype{T, 2}
end

@testset "Orthogonal Closure" begin
cl = orthogonal(;)
display(cl)

# Sizes
@test size(cl(3, 4)) == (3, 4)
Expand Down Expand Up @@ -114,17 +117,22 @@ end
@test sparse_init(rng, T, 3, 5; sparsity=0.5) isa arrtype{T, 2}

cl = sparse_init(rng; sparsity=0.5)
display(cl)
@test cl(T, 3, 5) isa arrtype{T, 2}

cl = sparse_init(rng, T; sparsity=0.5)
display(cl)
@test cl(3, 5) isa arrtype{T, 2}
end

@testset "sparse_init Closure" begin
cl = sparse_init(; sparsity=0.5)
display(cl)

# Sizes
@test size(cl(3, 4)) == (3, 4)
@test size(cl(rng, 3, 4)) == (3, 4)

# Type
@test eltype(cl(4, 2)) == Float32
@test eltype(cl(rng, 4, 2)) == Float32
Expand Down Expand Up @@ -158,11 +166,14 @@ end
@test size(init(rng, 3, 4)) == (3, 4)
@test size(init(3, 4, 5)) == (3, 4, 5)
@test size(init(rng, 3, 4, 5)) == (3, 4, 5)

# Type
@test eltype(init(rng, 4, 2)) == Float32
@test eltype(init(4, 2)) == Float32

# RNG Closure
cl = init(rng)
display(cl)
@test cl(3) isa arrtype{Float32, 1}
@test cl(3, 5) isa arrtype{Float32, 2}
end
Expand All @@ -185,13 +196,28 @@ end
@test size(init(rng, 3, 4)) == (3, 4)
@test size(init(3, 4, 5)) == (3, 4, 5)
@test size(init(rng, 3, 4, 5)) == (3, 4, 5)

# Type
@test eltype(init(rng, 4, 2)) == fp
@test eltype(init(4, 2)) == fp

# RNG Closure
cl = init(rng)
display(cl)
@test cl(3) isa arrtype{fp, 1}
@test cl(3, 5) isa arrtype{fp, 2}

# Kwargs closure
cl = init(;)
display(cl)
@test cl(rng, 3) isa arrtype{fp, 1}
@test cl(rng, 3, 5) isa arrtype{fp, 2}

# throw error on type as input
@test_throws ArgumentError init(Float32)
@test_throws ArgumentError init(Float32, 3, 5)
@test_throws ArgumentError init(rng, Float32)
@test_throws ArgumentError init(rng, Float32, 3, 5)
end

@testset "AbstractArray Type: $init $T" for init in [
Expand All @@ -216,12 +242,20 @@ end
@test init(rng, T, 3, 5) isa arrtype{T, 2}

cl = init(rng)
display(cl)
@test cl(T, 3) isa arrtype{T, 1}
@test cl(T, 3, 5) isa arrtype{T, 2}

cl = init(rng, T)
display(cl)
@test cl(3) isa arrtype{T, 1}
@test cl(3, 5) isa arrtype{T, 2}

cl = init(T)
display(cl)
@test cl(3) isa Array{T, 1}
@test cl(3, 5) isa Array{T, 2}
@test cl(rng, 3, 5) isa arrtype{T, 2}
end

@testset "Closure: $init" for init in [
Expand All @@ -233,13 +267,16 @@ end
end

cl = init(;)
display(cl)

# Sizes
@test size(cl(3)) == (3,)
@test size(cl(rng, 3)) == (3,)
@test size(cl(3, 4)) == (3, 4)
@test size(cl(rng, 3, 4)) == (3, 4)
@test size(cl(3, 4, 5)) == (3, 4, 5)
@test size(cl(rng, 3, 4, 5)) == (3, 4, 5)

# Type
@test eltype(cl(4, 2)) == Float32
@test eltype(cl(rng, 4, 2)) == Float32
Expand Down

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Registration pull request created: JuliaRegistries/General/110922

Tip: Release Notes

Did you know you can add release notes too? Just add markdown formatted text underneath the comment after the text
"Release notes:" and it will be added to the registry PR, and if TagBot is installed it will also be added to the
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Release notes:

## Breaking changes

- blah

To add them here just re-invoke and the PR will be updated.

Tagging

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.1.10 -m "<description of version>" cbde88dac34fd03cedf201bf8508b513e23fa567
git push origin v0.1.10

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