刚刚从Anaconda重新安装了keras-gpu并使用Windows 10获得有关Tensorflow的弃用警告

如何解决刚刚从Anaconda重新安装了keras-gpu并使用Windows 10获得有关Tensorflow的弃用警告

我主要使用keras-gpu构建我的模型架构。我目前在运行Windows 10的计算机中具有以下版本的keras和tensorflow。

在重新安装之前，我已经删除了所有现有的tensorflow和keras安装（包括env目录以及所有tarball和软件包）。我已经读过anaconda在安装之前“确保”版本兼容性。同时安装keras-gpu也会安装tensorflow的“正确”版本。那就是我所做的。但是现在我收到大量的弃用警告消息。如何确保keras和tensorflow之间的版本兼容性？谢谢。苏维克

这是示例代码和弃用警告：

import numpy as np
import tensorflow as tf
import keras as k
from keras.optimizers import SGD,Adam,Nadam
from sklearn.preprocessing import StandardScaler,MinMaxScaler 
from sklearn.model_selection import train_test_split
import matplotlib.pyplot as plt

data_dir = 'C:\\Users\\shikh\\Mark_Everett_Collaboration\\Data\\Washington-On-Brazos\\Processing_For_ML\\SyntheticDataGeneration\\RegularMesh\\Data_Files\\'
data_file = 'fields_rand_cubes12k.npy'
model_file = 'Weighted_Models_for_ML_12K.npy'
# model_file = 'models_rand_cubes12k.npy'

X_raw = np.load(data_dir + data_file); y_raw = (np.load(data_dir + model_file))
# y_raw = (np.load(data_dir + model_file))*47000.
X_train_raw,X_test_raw,y_train_raw,y_test_raw = train_test_split(X_raw,y_raw,test_size=0.2,random_state = 123)

弃用警告为：

C:\Users\shikh\anaconda3\envs\keras_gpu\lib\site-packages\tensorflow\python\framework\dtypes.py:516: FutureWarning: Passing (type,1) or '1type' as a synonym of type is deprecated; in a future version of numpy,it will be understood as (type,(1,)) / '(1,)type'.
  _np_qint8 = np.dtype([("qint8",np.int8,1)])
C:\Users\shikh\anaconda3\envs\keras_gpu\lib\site-packages\tensorflow\python\framework\dtypes.py:517: FutureWarning: Passing (type,)type'.
  _np_quint8 = np.dtype([("quint8",np.uint8,1)])
C:\Users\shikh\anaconda3\envs\keras_gpu\lib\site-packages\tensorflow\python\framework\dtypes.py:518: FutureWarning: Passing (type,)type'.
  _np_qint16 = np.dtype([("qint16",np.int16,1)])
C:\Users\shikh\anaconda3\envs\keras_gpu\lib\site-packages\tensorflow\python\framework\dtypes.py:519: FutureWarning: Passing (type,)type'.
  _np_quint16 = np.dtype([("quint16",np.uint16,1)])
C:\Users\shikh\anaconda3\envs\keras_gpu\lib\site-packages\tensorflow\python\framework\dtypes.py:520: FutureWarning: Passing (type,)type'.
  _np_qint32 = np.dtype([("qint32",np.int32,1)])
C:\Users\shikh\anaconda3\envs\keras_gpu\lib\site-packages\tensorflow\python\framework\dtypes.py:525: FutureWarning: Passing (type,)type'.
  np_resource = np.dtype([("resource",np.ubyte,1)])
C:\Users\shikh\anaconda3\envs\keras_gpu\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:541: FutureWarning: Passing (type,1)])
C:\Users\shikh\anaconda3\envs\keras_gpu\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:542: FutureWarning: Passing (type,1)])
C:\Users\shikh\anaconda3\envs\keras_gpu\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:543: FutureWarning: Passing (type,1)])
C:\Users\shikh\anaconda3\envs\keras_gpu\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:544: FutureWarning: Passing (type,1)])
C:\Users\shikh\anaconda3\envs\keras_gpu\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:545: FutureWarning: Passing (type,1)])
C:\Users\shikh\anaconda3\envs\keras_gpu\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:550: FutureWarning: Passing (type,1)])
Using TensorFlow backend.