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Ids are not reset between runs #18

Description

@jgpavez

When running the code twice as:

include("call_experiment.jl")
args =["4", "1000", "f1", "1234", "2", "2","summary"]
experiment(args)
experiment(args)

I get the following error

ERROR: BoundsError: attempt to access 4×1000 Array{Float64,2} at index [5, Base.Slice(Base.OneTo(1000))]
Stacktrace:
 [1] throw_boundserror(::Array{Float64,2}, ::Tuple{Int64,Base.Slice{Base.OneTo{Int64}}}) at ./abstractarray.jl:434
 [2] checkbounds at ./abstractarray.jl:362 [inlined]
 [3] macro expansion at ./multidimensional.jl:494 [inlined]
 [4] _getindex(::IndexLinear, ::Array{Float64,2}, ::Int64, ::Base.Slice{Base.OneTo{Int64}}) at ./multidimensional.jl:491
 [5] final_output(::Array{Float64,2}, ::Int64, ::Array{Any,1}, ::Array{Any,1}, ::Int64) at /DistributedMachineLearningThesis/src/master_summary.jl:163
 [6] run_experiments(::Int64, ::Int64, ::String, ::Int64, ::Int64, ::String) at /DistributedMachineLearningThesis/src/master_summary.jl:395
 [7] execute_experiment(::Array{String,1}) at /DistributedMachineLearningThesis/src/master_summary.jl:474
 [8] experiment(::Array{String,1}, ::Vararg{Array{String,1},N} where N) at /DistributedMachineLearningThesis/src/call_experiment.jl:21

It is because ids are not reset between the runs. So in the second experiment(args) ids are 5,6,7,8 instead of 1,2,3,4. This is incompatible with how the code works.

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