modifs to be compatible with RegularizedOptimization.jl

src/libproxtv.jl

@@ -72,7 +72,6 @@ function PN_LPp(y, lambda, x, info, n, p, ws, positive, ctx, callback)
     )::Int32
 end
 
-
 # overloaded PN_LPp function with less inputs
 function PN_LPp(y, lambda, x, p, objGap)
   n = length(y)                  # works for nD signals

src/proxtv_utils.jl

@@ -9,9 +9,10 @@ mutable struct AlgorithmContextCallback
   shift::AbstractVector{Float64}
   s_k_unshifted::Vector{Float64}
   dualGap::Float64
+  prox_stats # for total number of iterations in ir2n, ir2 and prox.
 end
-function AlgorithmContextCallback(;hk=0.0, mk = x -> x, κξ = 0.0, shift = zeros(0), s_k_unshifted = zeros(0), dualGap = 0.0)
-  AlgorithmContextCallback(hk, mk, κξ, shift, s_k_unshifted, dualGap)
+function AlgorithmContextCallback(;hk=0.0, mk = x -> x, κξ = 0.0, shift = zeros(0), s_k_unshifted = zeros(0), dualGap = 0.0, prox_stats = [0.0, [], []])
+  AlgorithmContextCallback(hk, mk, κξ, shift, s_k_unshifted, dualGap, prox_stats)
 end
 
 
@@ -79,6 +80,9 @@ function prox!(
 
     freeWorkspace(ws)
 
+    # add the number of iterations in prox to the context object
+    push!(context.prox_stats[3], info[1])
+
     return y
 end
 
@@ -222,6 +226,9 @@ function prox!(
 
     freeWorkspace(ws)
 
+    # add the number of iterations in prox to the context object
+    push!(context.prox_stats[3], info[1])
+
     return y
 end
 
@@ -302,6 +309,9 @@ function prox!(
 
     freeWorkspace(ws)
 
+    # add the number of iterations in prox to the context object
+    push!(context.prox_stats[3], info[1])
+
     return y
 end
 
@@ -431,6 +441,9 @@ function prox!(y::AbstractArray, ψ::ShiftedNormTVp, q::AbstractArray, ν::Real,
 
     freeWorkspace(ws)
 
+    # add the number of iterations in prox to the context object
+    push!(context.prox_stats[3], info[1])
+
     return y
 end
 
@@ -483,7 +496,6 @@ function prox!(y, ψ::Union{InexactShiftedProximableFunction, ShiftedProximableF
         return prox!(y, ψ, q, ν)
     elseif ψ isa InexactShiftedProximableFunction
         # Call to inexact prox!()
-        println("Inexact prox!() called")
         return prox!(y, ψ, q, ν, ctx_ptr, callback)
 
     else