data/facebook_experiment.json

{
  "dataset": "SNAP ego-Facebook (n=d=50 subgraph)",
  "agents": 50,
  "rank_k": 5,
  "iterations_T": 200,
  "lambda_k+1": 1.4791944288230414,
  "beta_star": 0.547004039565281,
  "gossip_gamma_W": 0.16459431716027295,
  "omega": 0.2906274783313025,
  "Ls": [
    20,
    40
  ],
  "max_abs_diff_vs_authors_reference": 6.838171088402456e-12,
  "final_errors": {
    "DePM,L=20": 0.0036793525971866576,
    "DeEPCA,L=20": 0.003553243467635026,
    "ADePM_bstar,L=20": 0.00043446712326879015,
    "ADePM_btune,L=20": 0.00039430179443039994,
    "DePM,L=40": 0.0035527234678207962,
    "DeEPCA,L=40": 0.003552721959639524,
    "ADePM_bstar,L=40": 2.856089623717561e-09,
    "ADePM_btune,L=40": 1.4385570510003393e-07
  },
  "matched_communication": {
    "20": {
      "DePM_final": 0.0036793525971866576,
      "DeEPCA_final": 0.003553243467635026,
      "ADePM_bstar_final": 0.00043446712326879015,
      "ADePM_btune_final": 0.00039430179443039994,
      "DePM_over_ADePM_bstar": 8.468655969879604,
      "DePM_over_ADePM_btune": 9.331310811054697,
      "DeEPCA_over_ADePM_bstar": 8.178394353297831,
      "DeEPCA_over_ADePM_btune": 9.0114818593914,
      "ADePM_bstar_beats_DePM": true,
      "ADePM_btune_beats_DePM": true,
      "ADePM_bstar_beats_DeEPCA": true
    },
    "40": {
      "DePM_final": 0.0035527234678207962,
      "DeEPCA_final": 0.003552721959639524,
      "ADePM_bstar_final": 2.856089623717561e-09,
      "ADePM_btune_final": 1.4385570510003393e-07,
      "DePM_over_ADePM_bstar": 1243911.7590422384,
      "DePM_over_ADePM_btune": 24696.43776275897,
      "DeEPCA_over_ADePM_bstar": 1243911.2309841341,
      "DeEPCA_over_ADePM_btune": 24696.42727877246,
      "ADePM_bstar_beats_DePM": true,
      "ADePM_btune_beats_DePM": true,
      "ADePM_bstar_beats_DeEPCA": true
    }
  }
}