Tried to install the official pip wheel on the official JetPack 4.5 and it doesn’t work. Could we please ask NVIDIA to make sure that the official stuff on the website “just works” without needing to ask here in the forums? It’s extremely frustrating when even the official configuration on a fresh system spits out errors, and makes it extremely hard to create automated install scripts that just download and install everything non-interactively. Could you please use some kind of build verification system that test drives the install and makes sure it returns no errors before posting things to do the Downloads page? Thanks!
Model: Xavier NX
JetPack image from OFFICAL website: jetson-nx-jp45-sd-card-image.img
Tensorflow wheel from OFFICAL website: tensorflow-2.3.1+nv20.12-cp36-cp36m-linux_aarch64.whl
Fresh OS install, let it do all its OS updates it prompted me to do, sudo apt-get install python3-pip (successful), and then:
$ sudo pip3 install tensorflow-2.3.1+nv20.12-cp36-cp36m-linux_aarch64.whl
The directory '/home/user/.cache/pip/http' or its parent directory is not owned by the current user and the cache has been disabled. Please check the permissions and owner of that directory. If executing pip with sudo, you may want sudo's -H flag.
The directory '/home/user/.cache/pip' or its parent directory is not owned by the current user and caching wheels has been disabled. check the permissions and owner of that directory. If executing pip with sudo, you may want sudo's -H flag.
Processing ./tensorflow-2.3.1+nv20.12-cp36-cp36m-linux_aarch64.whl
Collecting h5py<2.11.0,>=2.10.0 (from tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/5f/97/a58afbcf40e8abecededd9512978b4e4915374e5b80049af082f49cebe9a/h5py-2.10.0.tar.gz (301kB)
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Collecting absl-py<0.11.0,>=0.7.0 (from tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/b9/07/f69dd3367368ad69f174bfe426a973651412ec11d48ec05c000f19fe0561/absl_py-0.10.0-py3-none-any.whl (127kB)
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Collecting gast==0.3.3 (from tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/d6/84/759f5dd23fec8ba71952d97bcc7e2c9d7d63bdc582421f3cd4be845f0c98/gast-0.3.3-py2.py3-none-any.whl
Collecting google-pasta>=0.1.8 (from tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/a3/de/c648ef6835192e6e2cc03f40b19eeda4382c49b5bafb43d88b931c4c74ac/google_pasta-0.2.0-py3-none-any.whl (57kB)
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Collecting numpy<1.19.0,>=1.16.0 (from tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/01/1b/d3ddcabd5817be02df0e6ee20d64f77ff6d0d97f83b77f65e98c8a651981/numpy-1.18.5.zip (5.4MB)
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Collecting wrapt>=1.11.1 (from tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/82/f7/e43cefbe88c5fd371f4cf0cf5eb3feccd07515af9fd6cf7dbf1d1793a797/wrapt-1.12.1.tar.gz
Requirement already satisfied: wheel>=0.26 in /usr/lib/python3/dist-packages (from tensorflow==2.3.1+nv20.12)
Collecting six>=1.12.0 (from tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/ee/ff/48bde5c0f013094d729fe4b0316ba2a24774b3ff1c52d924a8a4cb04078a/six-1.15.0-py2.py3-none-any.whl
Collecting grpcio>=1.8.6 (from tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/20/4b/0b810309628e354f53b3c90af063f268d74e49902a41196db27f1fb52f06/grpcio-1.35.0.tar.gz (21.2MB)
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Collecting astunparse==1.6.3 (from tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/2b/03/13dde6512ad7b4557eb792fbcf0c653af6076b81e5941d36ec61f7ce6028/astunparse-1.6.3-py2.py3-none-any.whl
Collecting protobuf>=3.9.2 (from tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/fb/85/d81b70500e2faec3490e6c69bccf3ed87a9129f483a004f2049c8a8c22ed/protobuf-3.15.1-py2.py3-none-any.whl (173kB)
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Collecting tensorboard<3,>=2.3.0 (from tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/64/21/eebd23060763fedeefb78bc2b286e00fa1d8abda6f70efa2ee08c28af0d4/tensorboard-2.4.1-py3-none-any.whl (10.6MB)
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Collecting opt-einsum>=2.3.2 (from tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/bc/19/404708a7e54ad2798907210462fd950c3442ea51acc8790f3da48d2bee8b/opt_einsum-3.3.0-py3-none-any.whl (65kB)
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Collecting tensorflow-estimator<2.4.0,>=2.3.0 (from tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/e9/ed/5853ec0ae380cba4588eab1524e18ece1583b65f7ae0e97321f5ff9dfd60/tensorflow_estimator-2.3.0-py2.py3-none-any.whl (459kB)
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Collecting keras-preprocessing<1.2,>=1.1.1 (from tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/79/4c/7c3275a01e12ef9368a892926ab932b33bb13d55794881e3573482b378a7/Keras_Preprocessing-1.1.2-py2.py3-none-any.whl (42kB)
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Collecting termcolor>=1.1.0 (from tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/8a/48/a76be51647d0eb9f10e2a4511bf3ffb8cc1e6b14e9e4fab46173aa79f981/termcolor-1.1.0.tar.gz
Collecting google-auth-oauthlib<0.5,>=0.4.1 (from tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/81/67/e2c34bb0628984c7ce71cce6ba6964cb29c418873847fc285f826e032e6e/google_auth_oauthlib-0.4.2-py2.py3-none-any.whl
Collecting setuptools>=41.0.0 (from tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/15/0e/255e3d57965f318973e417d5b7034223f1223de500d91b945ddfaef42a37/setuptools-53.0.0-py3-none-any.whl (784kB)
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Collecting werkzeug>=0.11.15 (from tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/cc/94/5f7079a0e00bd6863ef8f1da638721e9da21e5bacee597595b318f71d62e/Werkzeug-1.0.1-py2.py3-none-any.whl (298kB)
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Collecting google-auth<2,>=1.6.3 (from tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/bf/6b/a364a4ad2a9d25904a19f53b9474ae9666b96e0653a6ca38492baf1bcf05/google_auth-1.27.0-py2.py3-none-any.whl (135kB)
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Collecting markdown>=2.6.8 (from tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/ac/ef/24a91ca96efa0d7802dffb83ccc7a3c677027bea19ec3c9ee80be740408e/Markdown-3.3.3-py3-none-any.whl (96kB)
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Collecting requests<3,>=2.21.0 (from tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/29/c1/24814557f1d22c56d50280771a17307e6bf87b70727d975fd6b2ce6b014a/requests-2.25.1-py2.py3-none-any.whl (61kB)
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Collecting tensorboard-plugin-wit>=1.6.0 (from tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/1a/c1/499e600ba0c618b451cd9c425ae1c177249940a2086316552fee7d86c954/tensorboard_plugin_wit-1.8.0-py3-none-any.whl (781kB)
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Collecting requests-oauthlib>=0.7.0 (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/a3/12/b92740d845ab62ea4edf04d2f4164d82532b5a0b03836d4d4e71c6f3d379/requests_oauthlib-1.3.0-py2.py3-none-any.whl
Collecting cachetools<5.0,>=2.0.0 (from google-auth<2,>=1.6.3->tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/bb/72/8df2e0dc991f1a1d2c6869404e7622e8ee50d80bff357dbb57c3df70305b/cachetools-4.2.1-py3-none-any.whl
Collecting rsa<5,>=3.1.4; python_version >= "3.6" (from google-auth<2,>=1.6.3->tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/a0/c6/f6f92e055213860a39c98e51a10a51af473bc799a889fe8edac11108245b/rsa-4.7.1-py3-none-any.whl
Collecting pyasn1-modules>=0.2.1 (from google-auth<2,>=1.6.3->tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/95/de/214830a981892a3e286c3794f41ae67a4495df1108c3da8a9f62159b9a9d/pyasn1_modules-0.2.8-py2.py3-none-any.whl (155kB)
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Collecting importlib-metadata; python_version < "3.8" (from markdown>=2.6.8->tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/f3/ed/da40116a204abb5c4dd1d929346d33e0d29cedb2cedd18ea98f0385dcd92/importlib_metadata-3.4.0-py3-none-any.whl
Requirement already satisfied: chardet<5,>=3.0.2 in /usr/lib/python3/dist-packages (from requests<3,>=2.21.0->tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Requirement already satisfied: certifi>=2017.4.17 in /usr/lib/python3/dist-packages (from requests<3,>=2.21.0->tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/lib/python3/dist-packages (from requests<3,>=2.21.0->tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Requirement already satisfied: idna<3,>=2.5 in /usr/lib/python3/dist-packages (from requests<3,>=2.21.0->tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Collecting oauthlib>=3.0.0 (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/05/57/ce2e7a8fa7c0afb54a0581b14a65b56e62b5759dbc98e80627142b8a3704/oauthlib-3.1.0-py2.py3-none-any.whl (147kB)
100% |████████████████████████████████| 153kB 4.4MB/s
Collecting pyasn1>=0.1.3 (from rsa<5,>=3.1.4; python_version >= "3.6"->google-auth<2,>=1.6.3->tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/62/1e/a94a8d635fa3ce4cfc7f506003548d0a2447ae76fd5ca53932970fe3053f/pyasn1-0.4.8-py2.py3-none-any.whl (77kB)
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Collecting zipp>=0.5 (from importlib-metadata; python_version < "3.8"->markdown>=2.6.8->tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/41/ad/6a4f1a124b325618a7fb758b885b68ff7b058eec47d9220a12ab38d90b1f/zipp-3.4.0-py3-none-any.whl
Collecting typing-extensions>=3.6.4; python_version < "3.8" (from importlib-metadata; python_version < "3.8"->markdown>=2.6.8->tensorboard<3,>=2.3.0->tensorflow==2.3.1+nv20.12)
Downloading https://files.pythonhosted.org/packages/60/7a/e881b5abb54db0e6e671ab088d079c57ce54e8a01a3ca443f561ccadb37e/typing_extensions-3.7.4.3-py3-none-any.whl
Installing collected packages: numpy, six, h5py, absl-py, gast, google-pasta, wrapt, grpcio, astunparse, protobuf, requests, oauthlib, requests-oauthlib, setuptools, cachetools, pyasn1, rsa, pyasn1-modules, google-auth, google-auth-oauthlib, werkzeug, zipp, typing-extensions, importlib-metadata, markdown, tensorboard-plugin-wit, tensorboard, opt-einsum, tensorflow-estimator, keras-preprocessing, termcolor, tensorflow
Found existing installation: numpy 1.13.3
Not uninstalling numpy at /usr/lib/python3/dist-packages, outside environment /usr
Running setup.py install for numpy ... error
Complete output from command /usr/bin/python3 -u -c "import setuptools, tokenize;__file__='/tmp/pip-build-_eimsft2/numpy/setup.py';f=getattr(tokenize, 'open', open)(__file__);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, __file__, 'exec'))" install --record /tmp/pip-2mlomye5-record/install-record.txt --single-version-externally-managed --compile:
Running from numpy source directory.
Note: if you need reliable uninstall behavior, then install
with pip instead of using `setup.py install`:
- `pip install .` (from a git repo or downloaded source
release)
- `pip install numpy` (last NumPy release on PyPi)
Cythonizing sources
Processing numpy/random/_bounded_integers.pxd.in
Processing numpy/random/_mt19937.pyx
Traceback (most recent call last):
File "/tmp/pip-build-_eimsft2/numpy/tools/cythonize.py", line 61, in process_pyx
from Cython.Compiler.Version import version as cython_version
ModuleNotFoundError: No module named 'Cython'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/tmp/pip-build-_eimsft2/numpy/tools/cythonize.py", line 238, in <module>
main()
File "/tmp/pip-build-_eimsft2/numpy/tools/cythonize.py", line 234, in main
find_process_files(root_dir)
File "/tmp/pip-build-_eimsft2/numpy/tools/cythonize.py", line 225, in find_process_files
process(root_dir, fromfile, tofile, function, hash_db)
File "/tmp/pip-build-_eimsft2/numpy/tools/cythonize.py", line 191, in process
processor_function(fromfile, tofile)
File "/tmp/pip-build-_eimsft2/numpy/tools/cythonize.py", line 66, in process_pyx
raise OSError('Cython needs to be installed in Python as a module')
OSError: Cython needs to be installed in Python as a module
Traceback (most recent call last):
File "<string>", line 1, in <module>
File "/tmp/pip-build-_eimsft2/numpy/setup.py", line 488, in <module>
setup_package()
File "/tmp/pip-build-_eimsft2/numpy/setup.py", line 469, in setup_package
generate_cython()
File "/tmp/pip-build-_eimsft2/numpy/setup.py", line 275, in generate_cython
raise RuntimeError("Running cythonize failed!")
RuntimeError: Running cythonize failed!
----------------------------------------
Can't rollback numpy, nothing uninstalled.
Command "/usr/bin/python3 -u -c "import setuptools, tokenize;__file__='/tmp/pip-build-_eimsft2/numpy/setup.py';f=getattr(tokenize, 'open', open)(__file__);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, __file__, 'exec'))" install --record /tmp/pip-2mlomye5-record/install-record.txt --single-version-externally-managed --compile" failed with error code 1 in /tmp/pip-build-_eimsft2/numpy/