Esempi in Python per run_hpo_cv

Esempio n. 1

File: geoquery_copygen_xlmr.py Progetto: saist1993/parseq

def run_hpo(numsplits=6, cuda=False, gpu=0):
    ranges = {"encdim": [128, 256, 400],
              "dropout": [.25, .5],
              "smoothing": [0., .1, .2],
              "epochs": [50, 60, 70]
              }
    results = q.run_hpo_cv(run, ranges, numcvfolds=numsplits, path=__file__+".hpo", cuda=cuda, gpu=gpu)
    print(results["best"])

Esempio n. 2

def run_hpo(numsplits=6, cuda=False, gpu=0):
    ranges = {"encdim": [256, 400],
              "dropout": [.25, .4],
              "smoothing": [.1],
              "epochs": [60, 75],
              "beta": [0.5, 0.3, 0.7],
              }
    results = q.run_hpo_cv(run, ranges, numcvfolds=numsplits, path=__file__+".hpo", cuda=cuda, gpu=gpu)
    print(results["best"])