(self)
Returns a new minibatch of data with each call.

        Yields:
            tuple: The next minibatch which includes both features and labels.
Returns a new minibatch of data with each call.
Returns a new minibatch of data with each call .
def __iter__(self):
        """
        Returns a new minibatch of data with each call.

        Yields:
            tuple: The next minibatch which includes both features and labels.
        """
        for i1 in range(self.start, self.ndata, self.be.bsz):
            bsz = min(self.be.bsz, self.ndata - i1)
            islice1, oslice1 = slice(0, bsz), slice(i1, i1 + bsz)
            islice2, oslice2 = None, None
            if self.be.bsz > bsz:
                islice2, oslice2 = slice(bsz, None), slice(0, self.be.bsz - bsz)
                self.start = self.be.bsz - bsz

            for buf, dev, unpack_func in zip(self.hbuf, self.dbuf, self.unpack_func):
                unpack_func(dev[oslice1], buf[:, islice1])
                if oslice2:
                    unpack_func(dev[oslice2], buf[:, islice2])

            inputs = self.Xbuf[0] if len(self.Xbuf) == 1 else self.Xbuf
            targets = self.ybuf if self.ybuf else inputs
            yield (inputs, targets)
def __iter__ ( self ) : for i1 in range ( self . start , self . ndata , self . be . bsz ) : bsz = min ( self . be . bsz , self . ndata - i1 ) islice1 , oslice1 = slice ( 0 , bsz ) , slice ( i1 , i1 + bsz ) islice2 , oslice2 = None , None if self . be . bsz > bsz : islice2 , oslice2 = slice ( bsz , None ) , slice ( 0 , self . be . bsz - bsz ) self . start = self . be . bsz - bsz for buf , dev , unpack_func in zip ( self . hbuf , self . dbuf , self . unpack_func ) : unpack_func ( dev [ oslice1 ] , buf [ : , islice1 ] ) if oslice2 : unpack_func ( dev [ oslice2 ] , buf [ : , islice2 ] ) inputs = self . Xbuf [ 0 ] if len ( self . Xbuf ) == 1 else self . Xbuf targets = self . ybuf if self . ybuf else inputs yield ( inputs , targets )