ServerRun 37797
Creatorchuertas
Programsgd-logistic-stepsizeAdaGrad-iter10
DatasetPlancarta r16.0
Task typeMulticlassClassification
Created3y159d ago
Done! Flag_green
37m31s
1148M
MulticlassClassification
34m58s
0.744
1m28s
0.804
38s

Log file

===== MAIN: learn based on training data =====
=== START program1: ./run learn ../dataset2/train
main() {
  Reading examples from ../dataset2/train {
    21235 examples, 636 features, 121 labels
  } [30s, cum. 31s]
  Iteration 0 {
    numMistakes = 19170/21235 = 0.903
  } [3m36s, cum. 4m7s]
  Iteration 1 {
    numMistakes = 18253/21235 = 0.860
  } [3m25s, cum. 7m32s]
  Iteration 2 {
    numMistakes = 17865/21235 = 0.841
  } [3m25s, cum. 10m58s]
  Iteration 3 {
    numMistakes = 17632/21235 = 0.830
  } [3m25s, cum. 14m23s]
  Iteration 4 {
    numMistakes = 17551/21235 = 0.827
  } [3m25s, cum. 17m49s]
  Iteration 5 {
    numMistakes = 17476/21235 = 0.823
  } [3m25s, cum. 21m14s]
  Iteration 6 {
    numMistakes = 17308/21235 = 0.815
  } [3m25s, cum. 24m40s]
  Iteration 7 {
    numMistakes = 17094/21235 = 0.805
  } [3m25s, cum. 28m6s]
  Iteration 8 {
    numMistakes = 17020/21235 = 0.802
  } [3m25s, cum. 31m31s]
  Iteration 9 {
    numMistakes = 16897/21235 = 0.796
  } [3m25s, cum. 34m57s]
  Writing parameters to params
} [34m57s]
=== END program1: ./run learn ../dataset2/train --- OK [2098s]

===== 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 [5s]
=== START program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out
main() {
  Reading parameters from params
  Reading examples from ../program0/evalTrain.in {
    21235 examples, 636 features, 121 labels
  } [29s, cum. 30s]
  Predicting [57s, cum. 1m28s]
} [1m28s]
=== END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [88s]
=== START program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out
=== END program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out --- OK [13s]

===== 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
main() {
  Reading parameters from params
  Reading examples from ../program0/evalTest.in {
    9101 examples, 636 features, 121 labels
  } [12s, cum. 13s]
  Predicting [24s, cum. 37s]
} [37s]
=== END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [38s]
=== START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out
=== END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [6s]


real	37m34.995s
user	36m40.946s
sys	0m16.393s

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