Python _quadratic_loss Examples

Example #1

File: adversarial_training.py Project: ilovecv/vat

def get_main_obj(y,t,nll_type):
    if(nll_type=='CE'):
        return _cross_entropy_loss(y,t)
    elif(nll_type=='QE'):
        return _quadratic_loss(y,t)
    else:
        raise NotImplementedError()

Example #2

def get_main_obj(y, t, nll_type):
    if (nll_type == 'CE'):
        return _cross_entropy_loss(y, t)
    elif (nll_type == 'QE'):
        return _quadratic_loss(y, t)
    else:
        raise NotImplementedError()

Example #3

File: adversarial_autoenc_loss.py Project: nitchandan/Daily-Neural-Network-Practice-2

def reconstruction_loss(x,z,dec_f,obj_type='QE'):
    x_ = dec_f(z)
    if obj_type == 'QE':
        return _quadratic_loss(x_,x)
    elif obj_type == 'CE':
        return _binary_cross_entropy_loss(x_,x)