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"])
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"])