Hi, I got new problem which my function has not been doing since today. Function r

BridgeBot · February 18, 2021, 3:22pm

Hi, I got new problem which my function has not been doing since today. Function returns a Dict which I save to a variable but the output as below. And it have :_backref element, which I do not understand why and it has not been like this before. Also, the same Dict was saved by my function into a .bson and when loaded it is correct as expected. Could anyone help why this is so?

Dict{Symbol,Any} with 6 entries:
  :oos_assets =&gt; Any[Dict{Symbol,Any}(:tag=&gt;"backref",:ref=&gt;20)]
  :assets     =&gt; Any["dlgdp", .....]
  :oos_test   =&gt; Any[Dict{Symbol,Any}(:tag=&gt;"backref",:ref=&gt;21)]
  :all_dicts  =&gt; Any[Dict{Symbol,Any}(:tag=&gt;"struct",:type=&gt;Dict{Symbol,Any}(:tag=&gt;"datatype",:params=&gt;Any[Dict{Symbol,Any}(:tag=&gt;"datatype",:params=&gt;Any[],:name=&gt;Any["Core", "Any"]), Dict{Symbol,Any}(:tag=&gt;"datatype",:params=&gt;Any[],:name=&gt;Any["Core", "Any"])],:name=&gt;Any["Main", …
  :info       =&gt; "BH-MA-B1-MSE_xx_batchsize=4_cvfolds=3_earlystop=5_epochs=15_js=10_mlprob=true_mrecur=false_seed=0"
  :_backrefs  =&gt; Any[Dict{Symbol,Any}(:tag=&gt;"datatype",:params=&gt;Any[Dict{Symbol,Any}(:tag=&gt;"datatype",:params=&gt;Any[],:name=&gt;Any["Core", "Float32"]), 2],:name=&gt;Any["Core", "Array"]), Dict{Symbol,Any}(:tag=&gt;"datatype",:params=&gt;Any[Dict{Symbol,Any}(:tag=&gt;"datatype",:params=&gt;Any[],:n…

And loaded from bson


julia&gt; BSON.load("/Users/luboshanus/GitHub/DistrNN11/data/exp_pro/BH_MA_MSE_10_xx_js_10/BH-MA-B1-MSE_xx-ALL-js10-005-095-MLP-N128x64-2021-02-18T1555.bson")
Dict{Symbol,Any} with 5 entries:
  :oos_assets =&gt; Any[Float32[0.0815284 ......]]
  :assets     =&gt; Any["dlgdp", .....]
  :oos_test   =&gt; Any[Float32[0.0 0.0; 0.0 0.0; … ; 1.0 1.0; 1.0 1.0]]
  :all_dicts  =&gt; Any[Dict{Any,Any}(:train_size=&gt;0.9,:hpo_results=&gt;Hyperoptimizer(3, (:η, :λ, :ϕ), (Float32[0.0002, 0.0002, 0.0005, 0.0005, 0.001, 0.002, 0.002, 0.005, 0.005, 0.01], Float32[0.0, 0.0, 5.0f-5, 0.0001, 0.0001, 0.0002, 0.0002, 0.0005, 0.0005, 0.001], Float32[0.0, 0.0,…
  :info       =&gt; "batchsize=4_cvfolds=3_earlystop=5_epochs=15_js=10_mlprob=true_mrecur=false_seed=0"

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