ServerRun 14836
Creatorinternal
Programself-reflective-multi-task-GP-with-side-info-r
Datasetmovielens100k
Task typeCollaborativeFiltering
Created6y40d ago
Done! Flag_green
1h20m
469M
CollaborativeFiltering
0.586
0.455
0.923
0.728

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: 1226403.770926"
[1] "2: 543925.569265"
[1] "3: 1779468.695947"
[1] "4: 2938281.622760"
[1] "5: 2449955.884992"
[1] "6: 1945091.773223"
[1] "7: 1149275.031912"
[1] "8: 1011365.891343"
[1] "9: 2304869.078456"
[1] "10: 904198.470264"
[1] "11: 493709.052959"
[1] "12: 493428.899621"
[1] "13: 358319.326951"
[1] "14: 287815.068192"
[1] "15: 314430.261060"
[1] "16: 263154.324411"
[1] "17: 12152978.065712"
[1] "18: 249725.038742"
[1] "19: 136840.950761"
[1] "20: 92568.838236"
[1] "21: 76145.507518"
[1] "22: 71141.791021"
[1] "23: 65516.544501"
[1] "24: 9297664.768018"
[1] "25: 57635.535279"
[1] "26: 55206.499910"
[1] "27: 150293.778527"
[1] "28: 39109.946747"
[1] "29: 43517.217866"
[1] "30: 73791.651420"
[1] "31: 33318.924875"
[1] "32: 180543.390040"
[1] "33: 23744.335358"
[1] "34: 16881.628226"
[1] "35: 16331.514240"
[1] "36: 17251.217919"
[1] "37: 21910.464830"
[1] "38: 28186.105907"
[1] "39: 69646.384894"
[1] "40: 10046.898649"
[1] "41: 9195.520721"
[1] "42: 6865.089327"
[1] "43: 5070.654035"
[1] "44: 4049.401701"
[1] "45: 332812.845582"
[1] "46: 3591.967441"
[1] "47: 8185.161325"
[1] "48: 5452.000190"
[1] "49: 4251.034668"
[1] "50: 2422.985404"
[1] "51: 2169.969577"
[1] "52: 9024.071243"
[1] "53: 5226.119559"
[1] "54: 2739.601950"
[1] "55: 1940.937241"
[1] "56: 1807.332272"
[1] "57: 1091.272924"
[1] "58: 958.080809"
[1] "59: 1248.651948"
[1] "60: 2554.789942"
[1] "61: 1107.321836"
[1] "62: 581.829811"
[1] "63: 474.075593"
[1] "64: 375.095320"
[1] "65: 280.590305"
[1] "66: 8515.068031"
[1] "67: 294.494892"
[1] "68: 730.086219"
[1] "69: 424.255250"
[1] "70: 274.137262"
[1] "71: 200.611679"
[1] "72: 243.261632"
[1] "73: 131.183505"
[1] "74: 1618.982532"
[1] "75: 113.022397"
[1] "76: 94.833870"
[1] "77: 224.822109"
[1] "78: 111.234928"
[1] "79: 57.259890"
[1] "80: 46.881815"
[1] "81: 1193.296919"
[1] "82: 52.626909"
[1] "83: 49.985715"
[1] "84: 36.183540"
[1] "85: 32.446781"
[1] "86: 21.709099"
[1] "87: 18.504255"
[1] "88: 687.598962"
[1] "89: 65.705499"
[1] "90: 18.520405"
[1] "91: 12.203572"
[1] "92: 11.494003"
[1] "93: 8.714246"
[1] "94: 10.670883"
[1] "95: 374.258584"
[1] "96: 9.516222"
[1] "97: 6.143324"
[1] "98: 12.050933"
[1] "99: 4.433549"
[1] "100: 11.098253"
[1] "101: 6.132262"
[1] "102: 40.455789"
[1] "103: 4.284065"
[1] "104: 2.728591"
[1] "105: 4.168298"
[1] "106: 2.464411"
[1] "107: 1.695858"
[1] "108: 1.395638"
[1] "109: 7.112616"
[1] "110: 15.027240"
[1] "111: 1.547885"
[1] "112: 1.097473"
[1] "113: 0.682182"
[1] "114: 0.593317"
[1] "115: 0.629396"
[1] "116: 0.845625"
[1] "117: 16.454160"
[1] "118: 0.495061"
[1] "119: 0.444489"
[1] "120: 0.475111"
[1] "121: 0.581473"
[1] "122: 0.177875"
[1] "123: 0.216589"
[1] "124: 7.718218"
[1] "125: 0.215176"
[1] "126: 0.148734"
[1] "127: 0.361268"
[1] "CG: converged at 128"
[1] 0.001 0.001 0.500
[1] "1: 349585.375422"
[1] "2: 2118850.968151"
[1] "3: 2078307.517860"
[1] "4: 1768571.927359"
[1] "5: 3758512.689953"
[1] "6: 2357817.950234"
[1] "7: 3919785.424832"
[1] "8: 1153398.174670"
[1] "9: 1546033.253961"
[1] "10: 1404066.645033"
[1] "11: 1301213.275957"
[1] "12: 22218356.453303"
[1] "13: 1084755.074249"
[1] "14: 818119.064630"
[1] "15: 709510.893936"
[1] "16: 485559.789339"
[1] "17: 4153593.209030"
[1] "18: 364757.364127"
[1] "19: 1528540.444087"
[1] "20: 244312.036824"
[1] "21: 6537026.582224"
[1] "22: 173725.935665"
[1] "23: 157540.714268"
[1] "24: 172438.255167"
[1] "25: 171882.232204"
[1] "26: 152861.641311"
[1] "27: 123190.110446"
[1] "28: 310429.545056"
[1] "29: 130844.188768"
[1] "30: 128541.294134"
[1] "31: 160247.856446"
[1] "32: 109249.130269"
[1] "33: 297277.019787"
[1] "34: 285152.683876"
[1] "35: 47262.030748"
[1] "36: 160568.181220"
[1] "37: 50772.979183"
[1] "38: 3885011.611908"
[1] "39: 123818.785997"
[1] "40: 44242.112837"
[1] "41: 28076.422510"
[1] "42: 23119.542720"
[1] "43: 20604.757478"
[1] "44: 41853.876775"
[1] "45: 27535.088163"
[1] "46: 270000.304690"
[1] "47: 27998.221834"
[1] "48: 48705.934405"
[1] "49: 51157.151948"
[1] "50: 16771.706215"
[1] "51: 13327.310256"
[1] "52: 8766.170652"
[1] "53: 8625.046178"
[1] "54: 21041.925375"
[1] "55: 9454.510158"
[1] "56: 12242.154626"
[1] "57: 6533.133482"
[1] "58: 27017.598047"
[1] "59: 73502.421608"
[1] "60: 10874.879176"
[1] "61: 7542.522717"
[1] "62: 68346.293792"
[1] "63: 4379.755561"
[1] "64: 38240.532697"
[1] "65: 14149.023721"
[1] "66: 2938.790587"
[1] "67: 13058.835332"
[1] "68: 2618.938164"
[1] "69: 1985.426527"
[1] "70: 1282.978158"
[1] "71: 1385.652239"
[1] "72: 46014.774571"
[1] "73: 3178.062401"
[1] "74: 5267.959392"
[1] "75: 1233.346811"
[1] "76: 22276.418485"
[1] "77: 825.286472"
[1] "78: 680.332193"
[1] "79: 1262.178358"
[1] "80: 616.084838"
[1] "81: 20160.621940"
[1] "82: 396.855867"
[1] "83: 301.181047"
[1] "84: 2367.054350"
[1] "85: 286.173248"
[1] "86: 524.687518"
[1] "87: 861.032996"
[1] "88: 526.746794"
[1] "89: 784.162965"
[1] "90: 2484.163537"
[1] "91: 753.052775"
[1] "92: 193.675999"
[1] "93: 206.607711"
[1] "94: 494.689716"
[1] "95: 111.665273"
[1] "96: 204.632326"
[1] "97: 93.691028"
[1] "98: 2570.287444"
[1] "99: 249.453943"
[1] "100: 70.766506"
[1] "101: 880.248669"
[1] "102: 89.202605"
[1] "103: 478.471662"
[1] "104: 128.023638"
[1] "105: 56.152538"
[1] "106: 69.288508"
[1] "107: 1828.954759"
[1] "108: 33.611990"
[1] "109: 22.715977"
[1] "110: 107.950117"
[1] "111: 28.008047"
[1] "112: 65.088628"
[1] "113: 31.275463"
[1] "114: 632.358176"
[1] "115: 19.912762"
[1] "116: 349.277935"
[1] "117: 64.636404"
[1] "118: 69.897965"
[1] "119: 17.118507"
[1] "120: 16.776590"
[1] "121: 37.309013"
[1] "122: 19.857090"
[1] "123: 185.724167"
[1] "124: 8.255666"
[1] "125: 5.293127"
[1] "126: 4.254266"
[1] "127: 4.175242"
[1] "128: 6.561864"
[1] "129: 21.273917"
[1] "130: 18.940399"
[1] "131: 6.639054"
[1] "132: 4.259899"
[1] "133: 15.587198"
[1] "134: 2.881762"
[1] "135: 3.737652"
[1] "136: 6.809176"
[1] "137: 4.237026"
[1] "138: 1.829401"
[1] "139: 45.603246"
[1] "140: 1.282190"
[1] "141: 1.920799"
[1] "142: 5.636779"
[1] "143: 1.432706"
[1] "144: 3.047301"
[1] "145: 1.597703"
[1] "146: 1.429632"
[1] "147: 19.369521"
[1] "148: 10.033995"
[1] "149: 3.971833"
[1] "150: 1.148612"
[1] "151: 0.763144"
[1] "152: 0.426691"
[1] "153: 0.320564"
[1] "154: 0.426815"
[1] "155: 5.048083"
[1] "156: 0.415759"
[1] "157: 0.594385"
[1] "158: 0.611715"
[1] "159: 2.668286"
[1] "160: 0.235005"
[1] "161: 0.181475"
[1] "162: 0.592408"
[1] "163: 0.408684"
[1] "164: 0.153415"
[1] "165: 0.155099"
[1] "166: 0.172322"
[1] "167: 0.314579"
[1] "CG: converged at 168"
=== END program1: ./run learn ../dataset2/train --- OK [4771s]

===== 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 [17s]
=== 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	80m9.707s
user	69m34.825s
sys	9m31.376s

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