我是机器学习的新手,正在尝试 Tensorflow 的“图像分类联合学习”代码(https://www.tensorflow.org/federated/tutorials/federated_learning_for_image_classification)。我在 Google Colab 上运行了代码,没有修改任何内容。
#@test {"skip": true}
# tensorflow_federated_nightly also bring in tf_nightly, which
# can causes a duplicate tensorboard install, leading to errors.
!pip uninstall --yes tensorboard tb-nightly
!pip install --quiet --upgrade tensorflow-federated-nightly
!pip install --quiet --upgrade nest-asyncio
!pip install --quiet --upgrade tb-nightly # or tensorboard, but not both
import nest_asyncio
nest_asyncio.apply()
%load_ext tensorboard
以上效果很好。(没有错误)但是当涉及到以下内容时:
import collections
import numpy as np
import tensorflow as tf
import tensorflow_federated as tff
np.random.seed(0)
tff.federated_computation(lambda: 'Hello, World!')()
我在线上遇到错误import tensorflow_federated as tff
:
AttributeError: module 'tensorflow_privacy' has no attribute 'DPQuery'
我已经搜索了类似的解决方案,pip install -U TensorFlow-privacy
但没有一个有效。
请帮忙。提前致谢!