INNER CODE UNIT · Python

CalcAll

aquaskyline/Clairvoyante · clairvoyante/calTrainDevDiff.py:29

def CalcAll(args, m, utils):
    if args.bin_fn != None:
        with open(args.bin_fn, "rb") as fh:
            total = pickle.load(fh)
            XArrayCompressed = pickle.load(fh)
            YArrayCompressed = pickle.load(fh)
            posArrayCompressed = pickle.load(fh)
    else:
        total, XArrayCompressed, YArrayCompressed, posArrayCompressed = \
        utils.GetTrainingArray(args.tensor_fn,
                               args.var_fn,
                               args.bed_fn)

    predictBatchSize = param.predictBatchSize
    trainingTotal = int(total*param.trainingDatasetPercentage)
    validationStart = trainingTotal + 1
    numValItems = total - validationStart

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