ServerRun 14841
Creatorinternal
Programself-reflective-multi-task-GP-r
Datasetmovielens100k
Task typeCollaborativeFiltering
Created6y101d ago
Done! Flag_green
1h20m
481M
CollaborativeFiltering
0.590
0.458
0.928
0.732

Log file

Usage: "run learn trainingFileName" OR "run predict testFileName predictionFileName"
===== MAIN: learn based on training data =====
=== START program1: ./run learn ../dataset2/train
[1] "SMGP.train with tr = 2"
[1] 0.001 0.001 0.500
[1] "1: 1312950.091561"
[1] "2: 541394.905574"
[1] "3: 1781254.658593"
[1] "4: 3025963.593933"
[1] "5: 2597260.187527"
[1] "6: 1963352.694467"
[1] "7: 1150690.087686"
[1] "8: 1034452.188287"
[1] "9: 45021349.243902"
[1] "10: 669485.612393"
[1] "11: 476967.418869"
[1] "12: 475979.581388"
[1] "13: 371048.955472"
[1] "14: 305072.359218"
[1] "15: 292464.222959"
[1] "16: 11593133.508767"
[1] "17: 285912.071999"
[1] "18: 244981.132381"
[1] "19: 143866.529998"
[1] "20: 100052.285185"
[1] "21: 84281.171485"
[1] "22: 65477.486111"
[1] "23: 8570371.834564"
[1] "24: 55816.792187"
[1] "25: 66339.300401"
[1] "26: 163221.962143"
[1] "27: 49838.665407"
[1] "28: 42313.125102"
[1] "29: 71681.315253"
[1] "30: 1626777.017230"
[1] "31: 42868.083717"
[1] "32: 25004.226289"
[1] "33: 23343.177750"
[1] "34: 17724.811057"
[1] "35: 15163.473402"
[1] "36: 20747.688228"
[1] "37: 200579.494184"
[1] "38: 27884.317676"
[1] "39: 12813.946788"
[1] "40: 9750.465779"
[1] "41: 8286.833918"
[1] "42: 6319.846847"
[1] "43: 16322.165434"
[1] "44: 7717.133351"
[1] "45: 3692.800580"
[1] "46: 4239.674161"
[1] "47: 5861.920905"
[1] "48: 8683.803029"
[1] "49: 3053.147237"
[1] "50: 2834.459570"
[1] "51: 9128.717470"
[1] "52: 3309.109738"
[1] "53: 4014.362431"
[1] "54: 1612.650782"
[1] "55: 1405.542835"
[1] "56: 2115.214841"
[1] "57: 2496.349838"
[1] "58: 2371.753902"
[1] "59: 770.368584"
[1] "60: 787.391743"
[1] "61: 922.112619"
[1] "62: 533.862245"
[1] "63: 445.858396"
[1] "64: 75681.961710"
[1] "65: 394.125144"
[1] "66: 787.531705"
[1] "67: 292.946783"
[1] "68: 417.271721"
[1] "69: 497.586077"
[1] "70: 257.162724"
[1] "71: 1166.387223"
[1] "72: 237.685576"
[1] "73: 141.720635"
[1] "74: 114.074707"
[1] "75: 125.741442"
[1] "76: 410.865187"
[1] "77: 101.667261"
[1] "78: 2996.468237"
[1] "79: 75.735856"
[1] "80: 91.419731"
[1] "81: 57.631955"
[1] "82: 39.485395"
[1] "83: 35.579523"
[1] "84: 50.531174"
[1] "85: 2659.332322"
[1] "86: 27.354457"
[1] "87: 20.085344"
[1] "88: 91.894872"
[1] "89: 16.146375"
[1] "90: 13.155669"
[1] "91: 12.523886"
[1] "92: 398.348277"
[1] "93: 10.161024"
[1] "94: 20.443839"
[1] "95: 9.638663"
[1] "96: 6.231104"
[1] "97: 8.097899"
[1] "98: 9.521803"
[1] "99: 381.874584"
[1] "100: 8.506645"
[1] "101: 4.766375"
[1] "102: 5.368205"
[1] "103: 3.146996"
[1] "104: 8.234768"
[1] "105: 3.450772"
[1] "106: 2.080114"
[1] "107: 4.416747"
[1] "108: 2.956174"
[1] "109: 2.233136"
[1] "110: 38.517664"
[1] "111: 1.871383"
[1] "112: 1.236469"
[1] "113: 0.751551"
[1] "114: 0.636758"
[1] "115: 1.024449"
[1] "116: 1.061945"
[1] "117: 0.751402"
[1] "118: 0.802877"
[1] "119: 0.519629"
[1] "120: 0.440341"
[1] "121: 4.376100"
[1] "122: 0.698977"
[1] "123: 0.313003"
[1] "124: 0.321940"
[1] "125: 0.170976"
[1] "126: 0.480596"
[1] "127: 11.035629"
[1] "128: 0.138703"
[1] "129: 0.332018"
[1] "130: 0.160726"
[1] "CG: converged at 131"
[1] 0.001 0.001 0.500
[1] "1: 350092.789148"
[1] "2: 2126670.661165"
[1] "3: 1732285.790595"
[1] "4: 2337840.891922"
[1] "5: 3978325.411479"
[1] "6: 2270529.609377"
[1] "7: 3759139.730999"
[1] "8: 1308817.665421"
[1] "9: 1518345.007824"
[1] "10: 851296.456081"
[1] "11: 3019011.286395"
[1] "12: 33182987.928839"
[1] "13: 1050813.176234"
[1] "14: 888649.797538"
[1] "15: 1101928.797710"
[1] "16: 415266.973231"
[1] "17: 1849404.479184"
[1] "18: 327300.710234"
[1] "19: 334846.157943"
[1] "20: 574434.763595"
[1] "21: 244835.730079"
[1] "22: 569030.084497"
[1] "23: 144804.290090"
[1] "24: 153436.574425"
[1] "25: 171862.029117"
[1] "26: 118775.011326"
[1] "27: 118581.954746"
[1] "28: 101968.210221"
[1] "29: 275733.222566"
[1] "30: 170315.881795"
[1] "31: 284010.981291"
[1] "32: 72667.534630"
[1] "33: 294014.332649"
[1] "34: 177260.229347"
[1] "35: 74124.499816"
[1] "36: 57049.609463"
[1] "37: 178822.440642"
[1] "38: 52820.749211"
[1] "39: 146843.826080"
[1] "40: 666804.861053"
[1] "41: 41045.229540"
[1] "42: 26352.484636"
[1] "43: 20233.436534"
[1] "44: 16675.660142"
[1] "45: 150519.151750"
[1] "46: 16576.150411"
[1] "47: 43932.610290"
[1] "48: 197317.572340"
[1] "49: 27831.487688"
[1] "50: 25135.938942"
[1] "51: 11886.009643"
[1] "52: 8515.960740"
[1] "53: 7260.305289"
[1] "54: 10017.614802"
[1] "55: 8649.432886"
[1] "56: 9124.936812"
[1] "57: 11873.915150"
[1] "58: 83426.835065"
[1] "59: 14525.158065"
[1] "60: 7135.762180"
[1] "61: 17408.105287"
[1] "62: 38919.204286"
[1] "63: 4258.602142"
[1] "64: 18374.557601"
[1] "65: 2705.703018"
[1] "66: 155153.418195"
[1] "67: 4672.518694"
[1] "68: 3287.839335"
[1] "69: 1533.159904"
[1] "70: 1259.302350"
[1] "71: 1061.971417"
[1] "72: 26544.128418"
[1] "73: 869.240509"
[1] "74: 49658.793093"
[1] "75: 19805.535443"
[1] "76: 1638.152045"
[1] "77: 807.051768"
[1] "78: 1850.921947"
[1] "79: 656.512651"
[1] "80: 441.828194"
[1] "81: 699.815221"
[1] "82: 13211.266955"
[1] "83: 475.379245"
[1] "84: 304.454481"
[1] "85: 1146.128569"
[1] "86: 1010.044600"
[1] "87: 406.240316"
[1] "88: 2760.400253"
[1] "89: 361.801989"
[1] "90: 420.054520"
[1] "91: 559.865873"
[1] "92: 247.291253"
[1] "93: 1204.815291"
[1] "94: 133.715622"
[1] "95: 144.400131"
[1] "96: 163.340160"
[1] "97: 131.751444"
[1] "98: 98.316700"
[1] "99: 8366.977159"
[1] "100: 354.980361"
[1] "101: 83.649006"
[1] "102: 415.074447"
[1] "103: 238.782733"
[1] "104: 46.954405"
[1] "105: 80.313052"
[1] "106: 37.814124"
[1] "107: 833.117460"
[1] "108: 29.179849"
[1] "109: 74.979318"
[1] "110: 40.788877"
[1] "111: 37.713337"
[1] "112: 52.495983"
[1] "113: 58.008248"
[1] "114: 41.944754"
[1] "115: 616.094365"
[1] "116: 64.987574"
[1] "117: 18.812309"
[1] "118: 59.131929"
[1] "119: 19.919182"
[1] "120: 14.567107"
[1] "121: 26.747712"
[1] "122: 12.909283"
[1] "123: 61.701829"
[1] "124: 12.754956"
[1] "125: 9.929983"
[1] "126: 4.968823"
[1] "127: 95.906036"
[1] "128: 3.862451"
[1] "129: 64.564682"
[1] "130: 5.354888"
[1] "131: 89.394491"
[1] "132: 3.789019"
[1] "133: 2.748088"
[1] "134: 5.357032"
[1] "135: 2.026280"
[1] "136: 5.701486"
[1] "137: 1.556438"
[1] "138: 53.649231"
[1] "139: 7.362623"
[1] "140: 25.493799"
[1] "141: 1.995878"
[1] "142: 2.591962"
[1] "143: 5.291937"
[1] "144: 2.774524"
[1] "145: 1.967054"
[1] "146: 2.450911"
[1] "147: 2.755619"
[1] "148: 1.567299"
[1] "149: 0.568742"
[1] "150: 2.817413"
[1] "151: 1.367136"
[1] "152: 0.459496"
[1] "153: 0.435893"
[1] "154: 2.023360"
[1] "155: 42.871042"
[1] "156: 0.369705"
[1] "157: 0.403178"
[1] "158: 4.659346"
[1] "159: 0.215810"
[1] "160: 0.181189"
[1] "161: 0.163593"
[1] "162: 17.098543"
[1] "163: 0.174806"
[1] "164: 0.213477"
[1] "165: 0.230870"
[1] "166: 1.184324"
[1] "167: 0.188092"
[1] "168: 0.332658"
[1] "CG: converged at 169"
=== END program1: ./run learn ../dataset2/train --- OK [4817s]

===== MAIN: predict/evaluate on train data =====
=== START program3: ./run stripLabels ../dataset2/train ../program0/evalTrain.in
=== END program3: ./run stripLabels ../dataset2/train ../program0/evalTrain.in --- OK [2s]
=== START program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out
[1] "../program0/evalTrain.in"
[1] "../program0/evalTrain.out"
=== END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [16s]
=== START program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out
=== END program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out --- OK [2s]

===== MAIN: predict/evaluate on test data =====
=== START program3: ./run stripLabels ../dataset2/test ../program0/evalTest.in
=== END program3: ./run stripLabels ../dataset2/test ../program0/evalTest.in --- OK [2s]
=== START program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out
[1] "../program0/evalTest.in"
[1] "../program0/evalTest.out"
=== END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [12s]
=== START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out
=== END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [1s]


real	80m54.989s
user	70m13.427s
sys	9m38.628s

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