r - 在 R 中找不到 TensorFlow 安装

问题描述

我正在尝试在 Windows 10 的 R-Studio 上安装 tensorflow。我尝试了多种不同的安装方法（来自 CRAN、来自源代码、来自 Conda、来自 pip）

每次，我都被告知它安装成功，但是当我尝试运行以下 Hello World 命令时，我得到一个错误（见附图）。

library(tensorflow)
tf$constant("Hello World")

https://imgur.com/hYfs4D3

我尝试过的事情：

编辑1：

> library(tensorflow)
> install_tensorflow()
Collecting package metadata (current_repodata.json): ...working... done
Solving environment: ...working... done

# All requested packages already installed.

Requirement already up-to-date: tensorflow==2.0.0 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (2.0.0)
Requirement already satisfied, skipping upgrade: keras-preprocessing>=1.0.5 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorflow==2.0.0) (1.1.0)
Requirement already satisfied, skipping upgrade: six>=1.10.0 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorflow==2.0.0) (1.13.0)
Requirement already satisfied, skipping upgrade: tensorboard<2.1.0,>=2.0.0 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorflow==2.0.0) (2.0.2)
Requirement already satisfied, skipping upgrade: wheel>=0.26 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorflow==2.0.0) (0.33.6)
Requirement already satisfied, skipping upgrade: protobuf>=3.6.1 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorflow==2.0.0) (3.11.1)
Requirement already satisfied, skipping upgrade: termcolor>=1.1.0 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorflow==2.0.0) (1.1.0)
Requirement already satisfied, skipping upgrade: gast==0.2.2 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorflow==2.0.0) (0.2.2)
Requirement already satisfied, skipping upgrade: tensorflow-estimator<2.1.0,>=2.0.0 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorflow==2.0.0) (2.0.1)
Requirement already satisfied, skipping upgrade: google-pasta>=0.1.6 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorflow==2.0.0) (0.1.8)
Requirement already satisfied, skipping upgrade: astor>=0.6.0 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorflow==2.0.0) (0.8.1)
Requirement already satisfied, skipping upgrade: numpy<2.0,>=1.16.0 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorflow==2.0.0) (1.17.4)
Requirement already satisfied, skipping upgrade: wrapt>=1.11.1 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorflow==2.0.0) (1.11.2)
Requirement already satisfied, skipping upgrade: grpcio>=1.8.6 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorflow==2.0.0) (1.25.0)
Requirement already satisfied, skipping upgrade: absl-py>=0.7.0 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorflow==2.0.0) (0.8.1)
Requirement already satisfied, skipping upgrade: keras-applications>=1.0.8 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorflow==2.0.0) (1.0.8)
Requirement already satisfied, skipping upgrade: opt-einsum>=2.3.2 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorflow==2.0.0) (3.1.0)
Requirement already satisfied, skipping upgrade: requests<3,>=2.21.0 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorboard<2.1.0,>=2.0.0->tensorflow==2.0.0) (2.22.0)
Requirement already satisfied, skipping upgrade: werkzeug>=0.11.15 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorboard<2.1.0,>=2.0.0->tensorflow==2.0.0) (0.16.0)
Requirement already satisfied, skipping upgrade: markdown>=2.6.8 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorboard<2.1.0,>=2.0.0->tensorflow==2.0.0) (3.1.1)
Requirement already satisfied, skipping upgrade: setuptools>=41.0.0 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorboard<2.1.0,>=2.0.0->tensorflow==2.0.0) (42.0.2.post20191203)
Requirement already satisfied, skipping upgrade: google-auth-oauthlib<0.5,>=0.4.1 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorboard<2.1.0,>=2.0.0->tensorflow==2.0.0) (0.4.1)
Requirement already satisfied, skipping upgrade: google-auth<2,>=1.6.3 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from tensorboard<2.1.0,>=2.0.0->tensorflow==2.0.0) (1.9.0)
Requirement already satisfied, skipping upgrade: h5py in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from keras-applications>=1.0.8->tensorflow==2.0.0) (2.10.0)
Requirement already satisfied, skipping upgrade: idna<2.9,>=2.5 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from requests<3,>=2.21.0->tensorboard<2.1.0,>=2.0.0->tensorflow==2.0.0) (2.8)
Requirement already satisfied, skipping upgrade: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from requests<3,>=2.21.0->tensorboard<2.1.0,>=2.0.0->tensorflow==2.0.0) (1.25.7)
Requirement already satisfied, skipping upgrade: chardet<3.1.0,>=3.0.2 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from requests<3,>=2.21.0->tensorboard<2.1.0,>=2.0.0->tensorflow==2.0.0) (3.0.4)
Requirement already satisfied, skipping upgrade: certifi>=2017.4.17 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from requests<3,>=2.21.0->tensorboard<2.1.0,>=2.0.0->tensorflow==2.0.0) (2019.11.28)
Requirement already satisfied, skipping upgrade: requests-oauthlib>=0.7.0 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.1.0,>=2.0.0->tensorflow==2.0.0) (1.3.0)
Requirement already satisfied, skipping upgrade: cachetools<3.2,>=2.0.0 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from google-auth<2,>=1.6.3->tensorboard<2.1.0,>=2.0.0->tensorflow==2.0.0) (3.1.1)
Requirement already satisfied, skipping upgrade: pyasn1-modules>=0.2.1 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from google-auth<2,>=1.6.3->tensorboard<2.1.0,>=2.0.0->tensorflow==2.0.0) (0.2.7)
Requirement already satisfied, skipping upgrade: rsa<4.1,>=3.1.4 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from google-auth<2,>=1.6.3->tensorboard<2.1.0,>=2.0.0->tensorflow==2.0.0) (4.0)
Requirement already satisfied, skipping upgrade: oauthlib>=3.0.0 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.1.0,>=2.0.0->tensorflow==2.0.0) (3.1.0)
Requirement already satisfied, skipping upgrade: pyasn1<0.5.0,>=0.4.6 in c:\users\zbrass~1\appdata\local\r-mini~1\envs\r-reti~1\lib\site-packages (from pyasn1-modules>=0.2.1->google-auth<2,>=1.6.3->tensorboard<2.1.0,>=2.0.0->tensorflow==2.0.0) (0.4.8)

Installation complete.


Restarting R session...

> library(tensorflow)
> tf$constant('Hello World')
Error: Python module tensorflow was not found.

Detected Python configuration:

python:         C:/Users/zbrasseaux/AppData/Local/r-miniconda/envs/r-reticulate/python.exe
libpython:      C:/Users/zbrasseaux/AppData/Local/r-miniconda/envs/r-reticulate/python36.dll
pythonhome:     C:/Users/zbrasseaux/AppData/Local/r-miniconda/envs/r-reticulate
version:        3.6.9 |Anaconda, Inc.| (default, Jul 30 2019, 14:00:49) [MSC v.1915 64 bit (AMD64)]
Architecture:   64bit
numpy:          C:/Users/zbrasseaux/AppData/Local/r-miniconda/envs/r-reticulate/Lib/site-packages/numpy
numpy_version:  1.17.4

标签： rtensorflowdeep-learninganacondarstudio

r - 在 R 中找不到 TensorFlow 安装

问题描述

解决方案

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