I tried many ways to install tensorflow in R (rstudio) but failed (crash R session). Here are some ways that I tried:
Method 1:
install.packages("remotes")
remotes::install_github("rstudio/tensorflow")
library(tensorflow)
install_tensorflow(version = "2.0.0b1")
All install successful, but R crash when I run:
library(tensorflow)
tf_config() or tf$abs(-1)
Method 2:
install.packages("devtools")
devtools::install_github("rstudio/tensorflow",dependencies=TRUE)
install_tensorflow()
All install successful, but R crash again when I run
tf_config() or
tf$constant("Hellow Tensorflow")
Method 3:
install.packages("tensorflow")
library(tensorflow)
install_tensorflow()
When install completed, R crash again when I run:
library(tensorflow)
tf$constant("hello tensorflow")
Method 4:
library(tensorflow)
install_tensorflow(method = "conda", envname = "py3.6", conda_python_version = "3.6")
When install completed, R crash again when I run:
library(tensorflow)
tf$constant("hello tensorflow")
My environment:
Ubuntu 18.04
R studio version 1.4.1103
R version 4.0.4
Conda version 4.9.2 (installed anaconda in ubuntu)
Python version 3.8.5
I see many tensorflow install path in my computer after complete 4 methods above:
path1: home/user/anaconda3/envs/r-reticulate/lib/python3.7/site-packages/tensorflow
path2: home/user/anaconda3/envs/r-reticulate/lib/python3.6/site-packages/tensorflow
path3: home/user/anaconda3/envs/py3.6/lib/python3.6/site-packages/tensorflow
path4: home/user/anaconda3/envs/py3.8.5/lib/python3.7/site-packages/tensorflow
Could you help please ? Thank!