I’m trying to install tensorflow after having installed greta using the command suggested after loading the library that is supposed to install version 1.14.
This is the error message I get:
> greta::install_tensorflow(extra_packages = "tensorflow-probability", version="1.14.0")
Using virtual environment '~/.virtualenvs/r-reticulate' ...
DEPRECATION: Python 2.7 will reach the end of its life on January 1st, 2020. Please upgrade your Python as Python 2.7 won't be maintained after that date. A future version of pip will drop support for Python 2.7. More details about Python 2 support in pip, can be found at https://pip.pypa.io/en/latest/development/release-process/#python-2-support
Collecting tensorflow==1.14.0
Using cached https://files.pythonhosted.org/packages/d3/59/d88fe8c58ffb66aca21d03c0e290cd68327cc133591130c674985e98a482/tensorflow-1.14.0-cp27-cp27mu-manylinux1_x86_64.whl
Collecting tensorflow-probability
Using cached https://files.pythonhosted.org/packages/f8/72/29ef1e5f386b65544d4e7002dfeca1e55b099ed182cd6d405c21a19ae259/tensorflow_probability-0.8.0-py2.py3-none-any.whl
Collecting grpcio>=1.8.6
Using cached https://files.pythonhosted.org/packages/f9/9d/8ff1b609e32d2f99b3085ca73f4b25615fda68481314dd371e2dde713ff8/grpcio-1.24.1-cp27-cp27mu-manylinux1_x86_64.whl
Collecting mock>=2.0.0
Using cached https://files.pythonhosted.org/packages/05/d2/f94e68be6b17f46d2c353564da56e6fb89ef09faeeff3313a046cb810ca9/mock-3.0.5-py2.py3-none-any.whl
Processing /home/rstudio/.cache/pip/wheels/dd/f2/5d/2689b5547f32c4e258c3b7ccbe7f1d0f2afbb84fb01e830792/Keras_Applications-1.0.8-cp27-none-any.whl
Collecting tensorboard<1.15.0,>=1.14.0
Using cached https://files.pythonhosted.org/packages/f4/37/e6a7af1c92c5b68fb427f853b06164b56ea92126bcfd87784334ec5e4d42/tensorboard-1.14.0-py2-none-any.whl
Processing /home/rstudio/.cache/pip/wheels/d7/de/2e/efa132238792efb6459a96e85916ef8597fcb3d2ae51590dfd/wrapt-1.11.2-cp27-cp27mu-linux_x86_64.whl
Collecting protobuf>=3.6.1
Using cached https://files.pythonhosted.org/packages/c5/49/ffa7ab9c52ec56b535cffec3bc844254c073888e6d4aeee464671ac97480/protobuf-3.10.0-cp27-cp27mu-manylinux1_x86_64.whl
Collecting keras-preprocessing>=1.0.5
Using cached https://files.pythonhosted.org/packages/28/6a/8c1f62c37212d9fc441a7e26736df51ce6f0e38455816445471f10da4f0a/Keras_Preprocessing-1.1.0-py2.py3-none-any.whl
Processing /home/rstudio/.cache/pip/wheels/59/38/c6/234dc39b4f6951a0768fbc02d5b7207137a5b1d9094f0d54bf/gast-0.3.2-cp27-none-any.whl
Collecting wheel
Using cached https://files.pythonhosted.org/packages/00/83/b4a77d044e78ad1a45610eb88f745be2fd2c6d658f9798a15e384b7d57c9/wheel-0.33.6-py2.py3-none-any.whl
Collecting numpy<2.0,>=1.14.5
Using cached https://files.pythonhosted.org/packages/d7/b1/3367ea1f372957f97a6752ec725b87886e12af1415216feec9067e31df70/numpy-1.16.5-cp27-cp27mu-manylinux1_x86_64.whl
Collecting enum34>=1.1.6
Using cached https://files.pythonhosted.org/packages/c5/db/e56e6b4bbac7c4a06de1c50de6fe1ef3810018ae11732a50f15f62c7d050/enum34-1.1.6-py2-none-any.whl
Processing /home/rstudio/.cache/pip/wheels/7c/06/54/bc84598ba1daf8f970247f550b175aaaee85f68b4b0c5ab2c6/termcolor-1.1.0-cp27-none-any.whl
Collecting six>=1.10.0
Using cached https://files.pythonhosted.org/packages/73/fb/00a976f728d0d1fecfe898238ce23f502a721c0ac0ecfedb80e0d88c64e9/six-1.12.0-py2.py3-none-any.whl
Processing /home/rstudio/.cache/pip/wheels/a7/15/a0/0a0561549ad11cdc1bc8fa1191a353efd30facf6bfb507aefc/absl_py-0.8.1-cp27-none-any.whl
Collecting tensorflow-estimator<1.15.0rc0,>=1.14.0rc0
Using cached https://files.pythonhosted.org/packages/3c/d5/21860a5b11caf0678fbc8319341b0ae21a07156911132e0e71bffed0510d/tensorflow_estimator-1.14.0-py2.py3-none-any.whl
Collecting google-pasta>=0.1.6
Using cached https://files.pythonhosted.org/packages/35/95/d41cd87d147742ef72d5d1dc317318486e3fbffdadf24a60e70dedf01d56/google_pasta-0.1.7-py2-none-any.whl
Collecting backports.weakref>=1.0rc1
Using cached https://files.pythonhosted.org/packages/88/ec/f598b633c3d5ffe267aaada57d961c94fdfa183c5c3ebda2b6d151943db6/backports.weakref-1.0.post1-py2.py3-none-any.whl
Collecting astor>=0.6.0
Using cached https://files.pythonhosted.org/packages/d1/4f/950dfae467b384fc96bc6469de25d832534f6b4441033c39f914efd13418/astor-0.8.0-py2.py3-none-any.whl
Collecting decorator
Using cached https://files.pythonhosted.org/packages/5f/88/0075e461560a1e750a0dcbf77f1d9de775028c37a19a346a6c565a257399/decorator-4.4.0-py2.py3-none-any.whl
Collecting cloudpickle==1.1.1
Using cached https://files.pythonhosted.org/packages/24/fb/4f92f8c0f40a0d728b4f3d5ec5ff84353e705d8ff5e3e447620ea98b06bd/cloudpickle-1.1.1-py2.py3-none-any.whl
Collecting futures>=2.2.0; python_version < "3.2"
Using cached https://files.pythonhosted.org/packages/d8/a6/f46ae3f1da0cd4361c344888f59ec2f5785e69c872e175a748ef6071cdb5/futures-3.3.0-py2-none-any.whl
Collecting funcsigs>=1; python_version < "3.3"
Using cached https://files.pythonhosted.org/packages/69/cb/f5be453359271714c01b9bd06126eaf2e368f1fddfff30818754b5ac2328/funcsigs-1.0.2-py2.py3-none-any.whl
Collecting h5py
Using cached https://files.pythonhosted.org/packages/12/90/3216b8f6d69905a320352a9ca6802a8e39fdb1cd93133c3d4163db8d5f19/h5py-2.10.0-cp27-cp27mu-manylinux1_x86_64.whl
Collecting setuptools>=41.0.0
Using cached https://files.pythonhosted.org/packages/6a/9a/50fadfd53ec909e4399b67c74cc7f4e883488035cfcdb90b685758fa8b34/setuptools-41.4.0-py2.py3-none-any.whl
Collecting werkzeug>=0.11.15
Using cached https://files.pythonhosted.org/packages/ce/42/3aeda98f96e85fd26180534d36570e4d18108d62ae36f87694b476b83d6f/Werkzeug-0.16.0-py2.py3-none-any.whl
Collecting markdown>=2.6.8
Using cached https://files.pythonhosted.org/packages/c0/4e/fd492e91abdc2d2fcb70ef453064d980688762079397f779758e055f6575/Markdown-3.1.1-py2.py3-none-any.whl
ERROR: tensorflow-gpu 2.0.0 has requirement gast==0.2.2, but you'll have gast 0.3.2 which is incompatible.
ERROR: tensorflow-gpu 2.0.0 has requirement tensorboard<2.1.0,>=2.0.0, but you'll have tensorboard 1.14.0 which is incompatible.
ERROR: tensorflow-gpu 2.0.0 has requirement tensorflow-estimator<2.1.0,>=2.0.0, but you'll have tensorflow-estimator 1.14.0 which is incompatible.
ERROR: tensorflow-probability 0.8.0 has requirement gast<0.3,>=0.2, but you'll have gast 0.3.2 which is incompatible.
Installing collected packages: enum34, six, futures, grpcio, funcsigs, mock, numpy, h5py, keras-applications, setuptools, protobuf, werkzeug, absl-py, wheel, markdown, tensorboard, wrapt, keras-preprocessing, gast, termcolor, tensorflow-estimator, google-pasta, backports.weakref, astor, tensorflow, decorator, cloudpickle, tensorflow-probability
Successfully installed absl-py-0.8.1 astor-0.8.0 backports.weakref-1.0.post1 cloudpickle-1.2.2 decorator-4.4.0 enum34-1.1.6 funcsigs-1.0.2 futures-3.3.0 gast-0.3.2 google-pasta-0.1.7 grpcio-1.24.1 h5py-2.10.0 keras-applications-1.0.8 keras-preprocessing-1.1.0 markdown-3.1.1 mock-3.0.5 numpy-1.16.5 protobuf-3.10.0 setuptools-41.4.0 six-1.12.0 tensorboard-2.0.0 tensorflow-2.0.0 tensorflow-estimator-2.0.0 tensorflow-probability-0.8.0 termcolor-1.1.0 werkzeug-0.16.0 wheel-0.33.6 wrapt-1.11.2
Installation complete.
Restarting R session...
Failed to import TensorFlow. Please note that TensorFlow is not installed by default when you install TensorFlow Probability. This is so that users can decide whether to install the GPU-enabled TensorFlow package. To use TensorFlow Probability, please install the most recent version of TensorFlow, by following instructions at https://tensorflow.org/install.
If instead, I install tensorflow with install_tensorflow( method = "conda", extra_packages = "tensorflow-probability" ), then tensorflow 2.0 is successfully installed but, as expected, greta can’t work with 2.0 yet.