theano_backend.py 文件源码

def concatenate(tensors, axis=-1):
    if py_all([is_sparse(x) for x in tensors]):
        axis = axis % ndim(tensors[0])
        if axis == 0:
            return th_sparse_module.basic.vstack(tensors, format='csr')
        elif axis == 1:
            return th_sparse_module.basic.hstack(tensors, format='csr')
        else:
            raise Exception('Invalid concat axis for sparse matrix: ' + axis)
    else:
        return T.concatenate([to_dense(x) for x in tensors], axis=axis)