Flux.jl/src/optimise/Optimise.jl

22 lines
408 B
Julia
Raw Normal View History

2017-08-22 16:13:03 +00:00
module Optimise
2017-09-01 21:06:51 +00:00
export update!, params, train!,
2018-04-02 19:57:22 +00:00
SGD, ADAM, Momentum, Nesterov, RMSProp, ADAGrad, ADADelta, AMSGrad, NADAM
2017-08-22 21:25:18 +00:00
2017-09-27 20:11:21 +00:00
struct Param{T}
x::T
Δ::T
end
Base.convert(::Type{Param}, x::AbstractArray) = Param(x, zeros(x))
2017-08-22 21:25:18 +00:00
include("optimisers.jl")
2017-09-01 21:06:51 +00:00
include("interface.jl")
2017-08-24 10:42:29 +00:00
include("train.jl")
2017-08-22 16:13:03 +00:00
2017-08-31 16:36:18 +00:00
using Flux.Tracker: TrackedArray
2017-10-18 21:54:58 +00:00
Base.convert(::Type{Param}, x::TrackedArray) = Param(x.data, x.grad)
2017-08-31 16:36:18 +00:00
2017-08-22 16:13:03 +00:00
end