Why my tensorflow is not detecting my GPU? - python

I can't run my code using GPU.
import tensorflow as tf
#tf.disable_v2_behavior()
print("Num GPUs Available: ", len(tf.config.experimental.list_physical_devices('GPU')))
It prints
Num GPUs Available: 0
from tensorflow.python.client import device_lib
print(device_lib.list_local_devices())
I got result:
[name: "/device:CPU:0"
device_type: "CPU"
memory_limit: 268435456
locality {
}
incarnation: 17720202429719738985
]
I also checked for nvidia-smi Following are the results:
[![enter image description here][1]][1]
What I have already done?
I tried to run in tf-gpu environment
Install CUDATOOL KIT
Remove Tensorflow and install Keras-gpu ( also tried installing Tensorflow-gpu)
My Conda list (tf-gpu enviroment):
#
# Name Version Build Channel
_tflow_select 2.3.0 gpu
absl-py 0.10.0 py38_0 anaconda
aiohttp 3.6.3 py38he774522_0 anaconda
argon2-cffi 20.1.0 pypi_0 pypi
astunparse 1.6.3 py_0 anaconda
async-generator 1.10 pypi_0 pypi
async-timeout 3.0.1 py38_0 anaconda
attrs 20.2.0 py_0 anaconda
backcall 0.2.0 pyhd3eb1b0_0
blas 1.0 mkl anaconda
bleach 3.3.0 pypi_0 pypi
blinker 1.4 py38_0 anaconda
brotlipy 0.7.0 py38he774522_1000 anaconda
ca-certificates 2021.1.19 haa95532_0
cachetools 4.1.1 py_0 anaconda
certifi 2020.12.5 py38haa95532_0
cffi 1.14.3 py38h7a1dbc1_0 anaconda
chardet 3.0.4 py38_1003 anaconda
click 7.1.2 py_0 anaconda
colorama 0.4.4 pyhd3eb1b0_0
cryptography 3.1.1 py38h7a1dbc1_0 anaconda
cudatoolkit 10.2.89 h74a9793_1
cudnn 7.6.5 cuda10.2_0
cycler 0.10.0 pypi_0 pypi
decorator 4.4.2 pyhd3eb1b0_0
defusedxml 0.6.0 pypi_0 pypi
entrypoints 0.3 pypi_0 pypi
gast 0.4.0 py_0 anaconda
google-auth 1.22.1 py_0 anaconda
google-auth-oauthlib 0.4.1 py_2 anaconda
google-pasta 0.2.0 py_0 anaconda
grpcio 1.31.0 py38he7da953_0 anaconda
h5py 2.10.0 py38h5e291fa_0 anaconda
hdf5 1.10.4 h7ebc959_0 anaconda
icc_rt 2019.0.0 h0cc432a_1 anaconda
idna 2.10 py_0 anaconda
importlib-metadata 2.0.0 py_1 anaconda
intel-openmp 2020.2 254 anaconda
ipykernel 5.4.3 pypi_0 pypi
ipython 7.20.0 py38hd4e2768_1
ipython_genutils 0.2.0 pyhd3eb1b0_1
ipywidgets 7.6.3 pypi_0 pypi
jedi 0.18.0 pypi_0 pypi
jinja2 2.11.3 pypi_0 pypi
jsonschema 3.2.0 pypi_0 pypi
jupyter 1.0.0 pypi_0 pypi
jupyter-client 6.1.11 pypi_0 pypi
jupyter-console 6.2.0 pypi_0 pypi
jupyter_client 6.1.7 py_0
jupyter_core 4.7.1 py38haa95532_0
jupyterlab-pygments 0.1.2 pypi_0 pypi
jupyterlab-widgets 1.0.0 pypi_0 pypi
keras-applications 1.0.8 py_1 anaconda
keras-base 2.4.3 py_0 anaconda
keras-gpu 2.4.3 0 anaconda
keras-preprocessing 1.1.0 py_1 anaconda
kiwisolver 1.3.1 pypi_0 pypi
lab 6.2 pypi_0 pypi
libprotobuf 3.13.0.1 h200bbdf_0 anaconda
libsodium 1.0.18 h62dcd97_0
logzero 1.6.3 pypi_0 pypi
markdown 3.3.2 py38_0 anaconda
markupsafe 1.1.1 pypi_0 pypi
matplotlib 3.3.4 pypi_0 pypi
mistune 0.8.4 pypi_0 pypi
mkl 2020.2 256 anaconda
mkl-service 2.3.0 py38h196d8e1_0
mkl_fft 1.2.0 py38h45dec08_0
mkl_random 1.1.1 py38h47e9c7a_0 anaconda
multidict 4.7.6 py38he774522_1 anaconda
nbclient 0.5.1 pypi_0 pypi
nbconvert 6.0.7 pypi_0 pypi
nbformat 5.1.2 pypi_0 pypi
nest-asyncio 1.5.1 pypi_0 pypi
notebook 6.2.0 pypi_0 pypi
numpy 1.19.2 py38hadc3359_0
numpy-base 1.19.2 py38ha3acd2a_0
oauthlib 3.1.0 py_0 anaconda
openssl 1.1.1i h2bbff1b_0
opt_einsum 3.1.0 py_0 anaconda
packaging 20.9 pypi_0 pypi
pandocfilters 1.4.3 pypi_0 pypi
parso 0.8.1 pyhd3eb1b0_0
pickleshare 0.7.5 pyhd3eb1b0_1003
pillow 8.1.0 pypi_0 pypi
pip 20.3.3 py38haa95532_0
prometheus-client 0.9.0 pypi_0 pypi
prompt-toolkit 3.0.14 pypi_0 pypi
protobuf 3.13.0.1 py38ha925a31_1 anaconda
pyasn1 0.4.8 py_0 anaconda
pyasn1-modules 0.2.8 py_0 anaconda
pycparser 2.20 py_2 anaconda
pygments 2.7.4 pyhd3eb1b0_0
pyjwt 1.7.1 py38_0 anaconda
pyopenssl 19.1.0 py_1 anaconda
pyparsing 2.4.7 pypi_0 pypi
pyreadline 2.1 py38_1 anaconda
pyrsistent 0.17.3 pypi_0 pypi
pysocks 1.7.1 py38_0 anaconda
python 3.8.5 h5fd99cc_1
python-dateutil 2.8.1 pyhd3eb1b0_0
pywin32 300 pypi_0 pypi
pywinpty 0.5.7 pypi_0 pypi
pyyaml 5.3.1 py38he774522_0 anaconda
pyzmq 22.0.2 pypi_0 pypi
qtconsole 5.0.2 pypi_0 pypi
qtpy 1.9.0 pypi_0 pypi
requests 2.24.0 py_0 anaconda
requests-oauthlib 1.3.0 py_0 anaconda
rsa 4.6 py_0 anaconda
scipy 1.6.0 py38h14eb087_0
send2trash 1.5.0 pypi_0 pypi
setuptools 52.0.0 py38haa95532_0
simplejson 3.17.2 pypi_0 pypi
six 1.15.0 py38haa95532_0
sqlite 3.33.0 h2a8f88b_0
tensorboard 2.3.0 pyh4dce500_0
tensorboard-plugin-wit 1.6.0 py_0 anaconda
tensorflow 2.3.0 mkl_py38h8557ec7_0
tensorflow-base 2.3.0 eigen_py38h75a453f_0
tensorflow-estimator 2.3.0 pyheb71bc4_0 anaconda
tensorflow-gpu 2.3.0 he13fc11_0
termcolor 1.1.0 py38_1 anaconda
terminado 0.9.2 pypi_0 pypi
testpath 0.4.4 pypi_0 pypi
tornado 6.1 py38h2bbff1b_0
traitlets 5.0.5 pyhd3eb1b0_0
txt2tags 3.7 pypi_0 pypi
urllib3 1.25.11 py_0 anaconda
vc 14.2 h21ff451_1
vs2015_runtime 14.27.29016 h5e58377_2
wcwidth 0.2.5 py_0
webencodings 0.5.1 pypi_0 pypi
werkzeug 1.0.1 py_0 anaconda
wheel 0.36.2 pyhd3eb1b0_0
widgetsnbextension 3.5.1 pypi_0 pypi
win_inet_pton 1.1.0 py38_0 anaconda
wincertstore 0.2 py38_0
wrapt 1.12.1 py38he774522_1 anaconda
yaml 0.1.7 vc14h4cb57cf_1 [vc14] anaconda
yarl 1.6.2 py38he774522_0 anaconda
zeromq 4.3.3 ha925a31_3
zipp 3.3.1 py_0 anaconda
zlib 1.2.11 h62dcd97_4
Edit: I can run the code on GPU on COLAB, but when I connect Colab to my localhost and try to detect GPU it gives the flowing output:
Num GPUs Available: 0
not available
[name: "/device:CPU:0"
device_type: "CPU"
memory_limit: 268435456
locality {
}
incarnation: 17545230405736238271
, name: "/device:XLA_CPU:0"
device_type: "XLA_CPU"
memory_limit: 17179869184
locality {
}
incarnation: 11765174725774020195
physical_device_desc: "device: XLA_CPU device"
, name: "/device:XLA_GPU:0"
device_type: "XLA_GPU"
memory_limit: 17179869184
locality {
}
incarnation: 1916258125448229970
physical_device_desc: "device: XLA_GPU device"
]
Can anyone guide me on what I am doing wrong? Thanks

So Problem solved by creating a new environment and installing all modules again.
So for those who are having the same issue use the following steps and see if it works for you.
Check this page for compatibility ( as mentioned in the comments above by Nima S)
[Check Compatibility][1]
2)Create a new environment or update or downgrade versions in the same environment.
conda install python=3.7.0
conda install pytorch==1.6.0 torchvision==0.7.0 cudatoolkit=10.1 -c pytorch
and then try again hopefully it will solve the problem.
If you have a better solution please do post your answers.
[1]: https://www.tensorflow.org/install/source#gpu

Actually, it's the pywin32 module.
I was able to reproduce the same issue pre and post installation of pywin32, which is needed to launch jupyter notebooks with recognizable kernels or jupyterlab.
Unfortunately I don't know the workaround on pywin32 other than not installing it...

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conda list
# Name Version Build Channel
_tflow_select 2.1.0 gpu
abseil-cpp 20210324.2 hd77b12b_0
absl-py 0.15.0 pyhd3eb1b0_0
aiohttp 3.8.1 py39h2bbff1b_1
aiosignal 1.2.0 pyhd3eb1b0_0
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blinker 1.4 py39haa95532_0
brotlipy 0.7.0 py39h2bbff1b_1003
ca-certificates 2022.07.19 haa95532_0
cachetools 4.2.2 pyhd3eb1b0_0
certifi 2022.6.15 py39haa95532_0
cffi 1.15.0 py39h2bbff1b_1
charset-normalizer 2.1.0 pypi_0 pypi
click 8.0.4 py39haa95532_0
colorama 0.4.5 py39haa95532_0
cryptography 3.4.8 py39h71e12ea_0
cudatoolkit 11.3.1 h59b6b97_2
cudnn 8.2.1 cuda11.3_0
cx-freeze 6.11.1 pypi_0 pypi
cx-logging 3.0 pypi_0 pypi
dataclasses 0.8 pyh6d0b6a4_7
distlib 0.3.5 pypi_0 pypi
docutils 0.19 pypi_0 pypi
et-xmlfile 1.1.0 pypi_0 pypi
filelock 3.7.1 pypi_0 pypi
flatbuffers 2.0.0 h6c2663c_0
frozenlist 1.2.0 py39h2bbff1b_0
future 0.18.2 pypi_0 pypi
gast 0.4.0 pyhd3eb1b0_0 anaconda
giflib 5.2.1 h62dcd97_0
google-auth 2.6.0 pyhd3eb1b0_0 anaconda
google-auth-oauthlib 0.4.1 py_2 anaconda
google-pasta 0.2.0 pyhd3eb1b0_0
grpcio 1.42.0 py39hc60d5dd_0
h5py 3.7.0 py39h3de5c98_0
hdf5 1.10.6 h7ebc959_0
icc_rt 2019.0.0 h0cc432a_1
icu 68.1 h6c2663c_0
idna 3.3 pyhd3eb1b0_0
importlib-metadata 4.12.0 pypi_0 pypi
intel-openmp 2021.4.0 haa95532_3556
jinja2 3.1.2 pypi_0 pypi
jpeg 9e h2bbff1b_0
keras-preprocessing 1.1.2 pyhd3eb1b0_0
kivy 2.1.0 pypi_0 pypi
kivy-deps-angle 0.3.2 pypi_0 pypi
kivy-deps-glew 0.3.1 pypi_0 pypi
kivy-deps-sdl2 0.4.5 pypi_0 pypi
kivy-garden 0.1.5 pypi_0 pypi
libcurl 7.82.0 h86230a5_0
libpng 1.6.37 h2a8f88b_0
libprotobuf 3.17.2 h23ce68f_1
libssh2 1.10.0 hcd4344a_0
lief 0.12.1 pypi_0 pypi
lxml 4.9.1 pypi_0 pypi
markdown 3.3.4 py39haa95532_0
markupsafe 2.1.1 pypi_0 pypi
mkl 2021.4.0 haa95532_640
mkl-service 2.4.0 py39h2bbff1b_0
mkl_fft 1.3.1 py39h277e83a_0
mkl_random 1.2.2 py39hf11a4ad_0
multidict 5.1.0 py39h2bbff1b_2
nuitka 1.0 pypi_0 pypi
numpy 1.23.1 pypi_0 pypi
numpy-base 1.22.3 py39hca35cd5_0
oauthlib 3.2.0 pyhd3eb1b0_0
openpyxl 3.0.10 pypi_0 pypi
openssl 1.1.1q h2bbff1b_0
opt_einsum 3.3.0 pyhd3eb1b0_1
orderedset 2.0.3 pypi_0 pypi
packaging 21.3 pypi_0 pypi
pandas 1.4.3 pypi_0 pypi
pefile 2022.5.30 pypi_0 pypi
pip 22.2.1 pypi_0 pypi
platformdirs 2.5.2 pypi_0 pypi
protobuf 3.17.2 py39hd77b12b_0 anaconda
pyarmor 7.6.0 pypi_0 pypi
pyasn1 0.4.8 pyhd3eb1b0_0
pyasn1-modules 0.2.8 py_0
pycparser 2.21 pyhd3eb1b0_0
pygments 2.12.0 pypi_0 pypi
pyinstaller 5.3 pypi_0 pypi
pyinstaller-hooks-contrib 2022.8 pypi_0 pypi
pyjwt 2.4.0 py39haa95532_0
pynsist 2.8 pypi_0 pypi
pyopenssl 21.0.0 pyhd3eb1b0_1 anaconda
pyoxidizer 0.22.0 pypi_0 pypi
pyparsing 3.0.9 pypi_0 pypi
pypiwin32 223 pypi_0 pypi
pyqt6 6.3.1 pypi_0 pypi
pyqt6-qt6 6.3.1 pypi_0 pypi
pyqt6-sip 13.4.0 pypi_0 pypi
pyreadline 2.1 py39haa95532_1 anaconda
pyside6 6.3.1 pypi_0 pypi
pyside6-addons 6.3.1 pypi_0 pypi
pyside6-essentials 6.3.1 pypi_0 pypi
pysocks 1.7.1 py39haa95532_0
python 3.9.12 h6244533_0
python-dateutil 2.8.2 pypi_0 pypi
python-docx 0.8.11 pypi_0 pypi
python-flatbuffers 1.12 pyhd3eb1b0_0 anaconda
pytz 2022.1 pypi_0 pypi
pywin32 304 pypi_0 pypi
pywin32-ctypes 0.2.0 pypi_0 pypi
qt-material 2.12 pypi_0 pypi
requests 2.28.1 py39haa95532_0
requests-download 0.1.2 pypi_0 pypi
requests-oauthlib 1.3.0 py_0
rsa 4.7.2 pyhd3eb1b0_1
scipy 1.7.3 py39h0a974cb_0
setuptools 60.10.0 pypi_0 pypi
shiboken6 6.3.1 pypi_0 pypi
six 1.16.0 pyhd3eb1b0_1
snappy 1.1.9 h6c2663c_0
sqlite 3.38.5 h2bbff1b_0
tensorboard 2.6.0 py_1 anaconda
tensorboard-data-server 0.6.0 py39haa95532_0
tensorboard-plugin-wit 1.6.0 py_0 anaconda
tensorflow 2.6.0 gpu_py39he88c5ba_0 anaconda
tensorflow-base 2.6.0 gpu_py39hb3da07e_0 anaconda
tensorflow-estimator 2.6.0 pyh7b7c402_0 anaconda
tensorflow-gpu 2.6.0 h17022bd_0 anaconda
termcolor 1.1.0 py39haa95532_1
typing-extensions 4.1.1 hd3eb1b0_0
typing_extensions 4.1.1 pyh06a4308_0
tzdata 2022a hda174b7_0
urllib3 1.26.11 py39haa95532_0
vc 14.2 h21ff451_1
virtualenv 20.16.2 pypi_0 pypi
vs2015_runtime 14.27.29016 h5e58377_2
werkzeug 2.0.3 pyhd3eb1b0_0
wheel 0.35.1 pyhd3eb1b0_0 anaconda
win_inet_pton 1.1.0 py39haa95532_0
wincertstore 0.2 py39haa95532_2
wrapt 1.14.1 py39h2bbff1b_0
yarg 0.1.9 pypi_0 pypi
yarl 1.6.3 py39h2bbff1b_0
zipp 3.8.1 pypi_0 pypi
zlib 1.2.11 vc14h1cdd9ab_1 [vc14] anaconda
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Getting DLL error when running tensorflow/keras program on python gpu 3.8

I am trying to run my simple AI program but I keep getting this DLL error:
ImportError: Could not find the DLL(s) 'msvcp140_1.dll'. TensorFlow requires that these DLLs be installed in a directory that is named in your %PATH% environment variable.
You may install these DLLs by downloading "Microsoft C++ Redistributable for Visual Studio 2015, 2017 and 2019" for your platform from this URL:
https://support.microsoft.com/help/2977003/the-latest-supported-visual-c-downloads
I went ahead and downloaded that support file and restarted my computer but that didn't work. I also found the specified dll file in my system 32 and made sure it was in my PATH environment for both system and user. Still doesn't work. I am using python3.8 with gpu enabled. Am
I missing something? Is this a version issue because it has never happened on my previous projects.
Here are my libraries:
_tflow_select 2.3.0
absl-py 0.12.0
aggdraw 1.3.12
aiofiles 0.7.0
aiohttp 3.7.4
alembic 1.6.4
argon2-cffi 20.1.0
astor 0.8.1
asttokens 2.0.5
astunparse 1.6.3
async-timeout 3.0.1
async_generator 1.10
attrs 20.3.0
autokeras 1.0.16
backcall 0.2.0
beautifulsoup4 4.9.3
blas 1.0
bleach 3.3.0
blinker 1.4
brotlipy 0.7.0
ca-certificates 2021.7.5
cachetools 4.2.2
certifi 2021.5.30
cffi 1.14.5
chardet 4.0.0
click 7.1.2
cliff 3.8.0
cmaes 0.8.2
cmd2 2.1.2
colorama 0.4.4
colorlog 5.0.1
coverage 5.5
cryptography 3.4.7
cycler 0.10.0
cython 0.29.23
decorator 5.0.9
defusedxml 0.7.1
docopt 0.6.2
entrypoints 0.3
executing 0.6.0
fastapi 0.65.1
flaml 0.6.9
flatbuffers 1.12
freetype 2.10.4
gast 0.4.0
gin-config 0.4.0
google-auth 1.30.0
google-auth-oauthlib 0.4.4
google-pasta 0.2.0
greenlet 1.1.0
grpcio 1.34.1
h11 0.12.0
h5py 3.1.0
hdf5 1.10.5
icc_rt 2019.0.0
icecream 2.1.0
icu 58.2
idna 2.10
importlib-metadata 3.10.0
importlib_metadata 3.10.0
intel-openmp 2021.2.0
ipykernel 5.3.4
ipython 7.25.0
ipython_genutils 0.2.0
ipywidgets 7.6.3
jedi 0.18.0
jinja2 3.0.1
joblib 1.0.1
jpeg 9b
jsonschema 3.2.0
jupyter_client 6.1.12
jupyter_core 4.7.1
jupyterlab_pygments 0.1.2
jupyterlab_widgets 1.0.0
keras 2.7.0
keras-applications 1.0.8
keras-nightly 2.5.0.dev2021032900
keras-preprocessing 1.1.2
keras-tuner 1.0.4
kiwisolver 1.3.1
kt-legacy 1.0.4
libclang 12.0.0
libpng 1.6.37
libprotobuf 3.14.0
libsodium 1.0.18
libtiff 4.1.0
lightgbm 3.3.1
llvmlite 0.37.0
lxml 4.6.3
lz4-c 1.9.3
m2w64-gcc-libgfortran 5.3.0
m2w64-gcc-libs 5.3.0
m2w64-gcc-libs-core 5.3.0
m2w64-gmp 6.1.0
m2w64-libwinpthread-git 5.0.0.4634.697f757
mako 1.1.4
markdown 3.3.4
markupsafe 2.0.1
matplotlib 3.3.4
matplotlib-base 3.3.4
matplotlib-inline 0.1.2
mistune 0.8.4
mkl 2021.2.0
mkl-service 2.3.0
mkl_fft 1.3.0
mkl_random 1.2.1
msys2-conda-epoch 20160418
multidict 5.1.0
nbclient 0.5.3
nbconvert 6.1.0
nbformat 5.1.3
nest-asyncio 1.5.1
notebook 6.4.0
numba 0.54.0
numexpr 2.7.3
numpy 1.19.5
oauthlib 3.1.0
olefile 0.46
opencv-contrib-python 4.5.3.56
opencv-python 4.5.3.56
openssl 1.1.1k
opt-einsum 3.3.0
opt_einsum 3.1.0
optuna 2.8.0
orca 1.6
packaging 20.9
pandas 1.2.4
pandocfilters 1.4.3
parso 0.8.2
pbr 5.6.0
pickleshare 0.7.5
pillow 8.2.0
pip 21.3.1
pipreqs 0.4.10
plotly 4.14.3
plotly-orca 1.3.1
prettytable 2.1.0
prometheus_client 0.11.0
prompt-toolkit 3.0.17
protobuf 3.16.0
psutil 5.8.0
pyasn1 0.4.8
pyasn1-modules 0.2.8
pycparser 2.20
pydantic 1.8.1
pydot 1.4.2
pygments 2.9.0
pyjwt 2.1.0
pyopenssl 20.0.1
pyparsing 2.4.7
pyperclip 1.8.2
pyqt 5.9.2
pyreadline 2.1
pyreadline3 3.3
pyrsistent 0.17.3
pysocks 1.7.1
python 3.8.0
python-dateutil 2.8.1
python-dotenv 0.17.1
python-editor 1.0.4
python-multipart 0.0.5
python_abi 3.8
pytz 2021.1
pywin32 227
pywinpty 0.5.7
pyyaml 5.4.1
pyzmq 20.0.0
qt 5.9.7
requests 2.25.1
requests-oauthlib 1.3.0
retrying 1.3.3
rsa 4.7.2
scikit-learn 0.24.2
scipy 1.6.2
seaborn 0.11.1
send2trash 1.5.0
setuptools 52.0.0
sip 4.19.13
six 1.15.0
soupsieve 2.2.1
sqlalchemy 1.4.22
sqlite 3.35.4
starlette 0.14.2
stevedore 3.3.0
tables 3.6.1
tensorboard 2.7.0
tensorboard-data-server 0.6.1
tensorboard-plugin-wit 1.8.0
tensorflow 2.5.0
tensorflow-addons 0.13.0
tensorflow-base 2.3.0
tensorflow-estimator 2.5.0
tensorflow-gpu 2.4.1
tensorflow-io-gcs-filesystem 0.21.0
termcolor 1.1.0
terminado 0.9.4
testpath 0.5.0
threadpoolctl 2.1.0
tk 8.6.10
toolz 0.11.1
tornado 6.1
tqdm 4.61.2
traitlets 5.0.5
typeguard 2.12.1
typing-extensions 3.7.4.3
typing_extensions 3.7.4.3
urllib3 1.26.4
uvicorn 0.13.4
vc 14.2
visualkeras 0.0.2
vs2015_runtime 14.27.29016
watchgod 0.6
wcwidth 0.2.5
webencodings 0.5.1
websockets 8.1
werkzeug 1.0.1
wheel 0.36.2
widgetsnbextension 3.5.1
win_inet_pton 1.1.0
wincertstore 0.2
winpty 0.4.3
wrapt 1.12.1
xgboost 1.3.3
xz 5.2.5
yaml 0.2.5
yarg 0.1.9
yarl 1.6.3
zeromq 4.3.3
zipp 3.4.1
zlib 1.2.11
zstd 1.4.9
First, check to see if msvcp140.dll (not msvcp140_1.dll) is installed.
Download it here: https://www.microsoft.com/en-us/download/details.aspx?id=53587
Restart your computer and see if it works.
If that doesn't work try copying msvcp140_1.dll into: C:\Users\PCName\AppData\Local\Programs\Python\Python38
If nothing still works, it could be a version issue.
As far as I know, Python 3.8 support requires TensorFlow 2.2 or later.
Run this:
pip install tensorflow ==2.2.0
Look here for system requirements: https://www.tensorflow.org/install/pip#system-requirements
Tensorflow will work only on Windows 7 or later (64-bit) (According to the above link)
Package location: https://storage.googleapis.com/tensorflow/windows/gpu/tensorflow_gpu-2.7.0-cp38-cp38-win_amd64.whl
If you are using 32-bit python,
replace your 32-bit python with a 64-bit version. Tensorflow does not support 32-bit architecture.

removing pip packages from anaconda base env [duplicate]

I attempted cleaning up my base (mini)conda environment by installing revision 1 of the base environment.
$ conda install -n base --revision 1
For reference, here is what revision 1 means in my case.
$ conda list -n base --revisions
2019-10-24 14:29:57 (rev 0)
+asn1crypto-1.2.0
+ca-certificates-2019.10.16
+certifi-2019.9.11
+cffi-1.13.0
+chardet-3.0.4
+conda-4.7.12
+conda-package-handling-1.6.0
+cryptography-2.8
+idna-2.8
+libcxx-4.0.1
+libcxxabi-4.0.1
+libedit-3.1.20181209
+libffi-3.2.1
+ncurses-6.1
+openssl-1.1.1d
+pip-19.3.1
+pycosat-0.6.3
+pycparser-2.19
+pyopenssl-19.0.0
+pysocks-1.7.1
+python-3.7.4
+python.app-2
+readline-7.0
+requests-2.22.0
+ruamel_yaml-0.15.46
+setuptools-41.4.0
+six-1.12.0
+sqlite-3.30.0
+tk-8.6.8
+tqdm-4.36.1
+urllib3-1.24.2
+wheel-0.33.6
+xz-5.2.4
+yaml-0.1.7
+zlib-1.2.11
2019-11-06 20:50:32 (rev 1)
cffi {1.13.0 -> 1.13.1}
setuptools {41.4.0 -> 41.6.0}
sqlite {3.30.0 -> 3.30.1}
Despite the above conda install command, my base environment is still polluted by various python packages, that were installed after revision 1.
$ conda list -n base
# packages in environment at /opt/miniconda3:
#
# Name Version Build Channel
absl-py 0.8.1 pypi_0 pypi
alabaster 0.7.12 pypi_0 pypi
appnope 0.1.0 pypi_0 pypi
asn1crypto 1.2.0 py37_0
astor 0.8.0 pypi_0 pypi
aws-sam-translator 1.21.0 pypi_0 pypi
aws-xray-sdk 2.4.3 pypi_0 pypi
babel 2.8.0 pypi_0 pypi
bleach 3.1.0 pypi_0 pypi
boto 2.49.0 pypi_0 pypi
boto3 1.12.17 pypi_0 pypi
botocore 1.15.17 pypi_0 pypi
ca-certificates 2019.10.16 0
certifi 2019.9.11 py37_0
cffi 1.13.1 py37hb5b8e2f_0
cfn-lint 0.28.4 pypi_0 pypi
chardet 3.0.4 py37_1003
conda 4.7.12 py37_0
conda-package-handling 1.6.0 py37h1de35cc_0
confluence-py 1.0.1 pypi_0 pypi
coverage 5.0.3 pypi_0 pypi
cryptography 2.8 py37ha12b0ac_0
defusedxml 0.6.0 pypi_0 pypi
docker 4.2.0 pypi_0 pypi
docutils 0.16 pypi_0 pypi
ecdsa 0.15 pypi_0 pypi
entrypoints 0.3 pypi_0 pypi
future 0.18.2 pypi_0 pypi
gast 0.2.2 pypi_0 pypi
google-pasta 0.1.8 pypi_0 pypi
grpcio 1.24.3 pypi_0 pypi
h5py 2.8.0 pypi_0 pypi
idna 2.8 py37_0
imagesize 1.2.0 pypi_0 pypi
ipython-genutils 0.2.0 pypi_0 pypi
jmespath 0.9.5 pypi_0 pypi
jsondiff 1.1.2 pypi_0 pypi
jsonpatch 1.25 pypi_0 pypi
jsonpickle 1.3 pypi_0 pypi
jsonpointer 2.0 pypi_0 pypi
jupyterlab 1.2.1 pypi_0 pypi
keras-applications 1.0.8 pypi_0 pypi
keras-preprocessing 1.1.0 pypi_0 pypi
libcxx 4.0.1 hcfea43d_1
libcxxabi 4.0.1 hcfea43d_1
libedit 3.1.20181209 hb402a30_0
libffi 3.2.1 h475c297_4
markdown 3.1.1 pypi_0 pypi
mock 4.0.1 pypi_0 pypi
moto 1.3.14 pypi_0 pypi
nbsphinx 0.5.1 pypi_0 pypi
ncurses 6.1 h0a44026_1
numpy 1.16.4 pypi_0 pypi
openssl 1.1.1d h1de35cc_3
opt-einsum 3.1.0 pypi_0 pypi
packaging 20.3 pypi_0 pypi
pickleshare 0.7.5 pypi_0 pypi
pip 19.3.1 py37_0
pluggy 0.13.1 pypi_0 pypi
protobuf 3.10.0 pypi_0 pypi
ptyprocess 0.6.0 pypi_0 pypi
py 1.8.1 pypi_0 pypi
pyasn1 0.4.8 pypi_0 pypi
pycosat 0.6.3 py37h1de35cc_0
pycparser 2.19 py37_0
pyflakes 2.1.1 pypi_0 pypi
pyinquirer 1.0.3 pypi_0 pypi
pyopenssl 19.0.0 py37_0
pyparsing 2.4.6 pypi_0 pypi
pyrsistent 0.15.5 pypi_0 pypi
pysocks 1.7.1 py37_0
pytest 5.3.5 pypi_0 pypi
pytest-cov 2.8.1 pypi_0 pypi
pytest-flakes 4.0.0 pypi_0 pypi
python 3.7.4 h359304d_1
python-jose 3.1.0 pypi_0 pypi
python.app 2 py37_9
pytz 2019.3 pypi_0 pypi
pyyaml 5.3 pypi_0 pypi
pyzmq 18.1.0 pypi_0 pypi
readline 7.0 h1de35cc_5
regex 2019.11.1 pypi_0 pypi
requests 2.22.0 py37_0
responses 0.10.12 pypi_0 pypi
rsa 4.0 pypi_0 pypi
ruamel_yaml 0.15.46 py37h1de35cc_0
s3transfer 0.3.3 pypi_0 pypi
send2trash 1.5.0 pypi_0 pypi
setuptools 41.6.0 py37_0
six 1.11.0 pypi_0 pypi
snowballstemmer 2.0.0 pypi_0 pypi
sphinx 2.4.4 pypi_0 pypi
sphinxcontrib-applehelp 1.0.2 pypi_0 pypi
sphinxcontrib-devhelp 1.0.2 pypi_0 pypi
sphinxcontrib-htmlhelp 1.0.3 pypi_0 pypi
sphinxcontrib-jsmath 1.0.1 pypi_0 pypi
sphinxcontrib-qthelp 1.0.3 pypi_0 pypi
sphinxcontrib-serializinghtml 1.1.4 pypi_0 pypi
sqlite 3.30.1 ha441bb4_0
sshpubkeys 3.1.0 pypi_0 pypi
tensorboard 1.15.0 pypi_0 pypi
tensorflow 1.15.0 pypi_0 pypi
tensorflow-estimator 1.15.1 pypi_0 pypi
tensorflow-hub 0.5.0 pypi_0 pypi
tensorflowjs 1.3.1.1 pypi_0 pypi
termcolor 1.1.0 pypi_0 pypi
terminado 0.8.2 pypi_0 pypi
tk 8.6.8 ha441bb4_0
tqdm 4.36.1 py_0
urllib3 1.24.2 py37_0
wcwidth 0.1.7 pypi_0 pypi
webencodings 0.5.1 pypi_0 pypi
websocket-client 0.57.0 pypi_0 pypi
werkzeug 0.16.0 pypi_0 pypi
wheel 0.33.6 py37_0
wrapt 1.11.2 pypi_0 pypi
xmltodict 0.12.0 pypi_0 pypi
xz 5.2.4 h1de35cc_4
yaml 0.1.7 hc338f04_2
zlib 1.2.11 h1de35cc_3
The environment still contains unwanted packages from the pypi channel. Can I only get rid of them via pip uninstall (which is terribly tedious) or there's a nicer / less manual way, like conda install --revision?
There is nothing in the Conda CLI to handle this, but pip uninstall also works with a requirements.txt, which could easily be made with this output. For example,
conda list | awk '$4 ~ /^pypi$/ { print $1 }' > requirements.txt
pip uninstall -r requirements.txt
or if you want a one liner
# make sure you have the right environment activated!
pip uninstall -r <(conda list | awk '$4 ~ /^pypi$/ {print $1}')
There is a -y flag for pip uninstall, but I would review the operation, just to double check it is removing from where you expect.

Update python on anaconda

My current python version is :
When I search for available python using the code:
conda search python
Below is the output:
I want to update my python to the latest version.
I use the following commands:
conda config --show
It gives the following output, Please review it and let me know what is the issue.
add_anaconda_token: True
add_pip_as_python_dependency: True
aggressive_update_packages:
- ca-certificates
- certifi
- openssl
allow_conda_downgrades: False
allow_cycles: True
allow_non_channel_urls: False
allow_softlinks: False
always_copy: False
always_softlink: False
always_yes: None
anaconda_upload: None
auto_activate_base: True
auto_stack: 0
auto_update_conda: True
bld_path:
changeps1: True
channel_alias: https://conda.anaconda.org
channel_priority: flexible
channels:
- defaults
client_ssl_cert: None
client_ssl_cert_key: None
clobber: False
conda_build: {}
create_default_packages: []
croot: /opt/anaconda3/conda-bld
custom_channels:
pkgs/main: https://repo.anaconda.com
pkgs/r: https://repo.anaconda.com
pkgs/pro: https://repo.anaconda.com
custom_multichannels:
defaults:
- https://repo.anaconda.com/pkgs/main
- https://repo.anaconda.com/pkgs/r
local:
debug: False
default_channels:
- https://repo.anaconda.com/pkgs/main
- https://repo.anaconda.com/pkgs/r
default_python: 3.7
default_threads: None
deps_modifier: not_set
dev: False
disallowed_packages: []
download_only: False
dry_run: False
enable_private_envs: False
env_prompt: ({default_env})
envs_dirs:
- /opt/anaconda3/envs
- /Users/aarav/.conda/envs
error_upload_url: https://conda.io/conda-post/unexpected-error
execute_threads: 1
extra_safety_checks: False
force: False
force_32bit: False
force_reinstall: False
force_remove: False
ignore_pinned: False
json: False
local_repodata_ttl: 1
migrated_channel_aliases: []
migrated_custom_channels: {}
non_admin_enabled: True
notify_outdated_conda: True
offline: False
override_channels_enabled: True
path_conflict: clobber
pinned_packages: []
pip_interop_enabled: False
pkgs_dirs:
- /opt/anaconda3/pkgs
- /Users/aarav/.conda/pkgs
proxy_servers: {}
quiet: False
remote_backoff_factor: 1
remote_connect_timeout_secs: 9.15
remote_max_retries: 3
remote_read_timeout_secs: 60.0
repodata_fns:
- current_repodata.json
- repodata.json
repodata_threads: None
report_errors: None
restore_free_channel: False
rollback_enabled: True
root_prefix: /opt/anaconda3
safety_checks: warn
sat_solver: pycosat
separate_format_cache: False
shortcuts: True
show_channel_urls: None
solver_ignore_timestamps: False
ssl_verify: True
subdir: osx-64
subdirs:
- osx-64
- noarch
target_prefix_override:
track_features: []
unsatisfiable_hints: True
unsatisfiable_hints_check_depth: 2
update_modifier: update_specs
use_index_cache: False
use_local: False
use_only_tar_bz2: False
verbosity: 0
verify_threads: 1
whitelist_channels: []
I also tried to run this :
conda install python=3.8.3 -d [--json]
I got this error:
I tried using install the latest version using the following command:
conda install python=3.8.3
It was This was the output:
The conda modules that have been installed are listed below :
conda list
# packages in environment at /opt/anaconda3:
#
# Name Version Build Channel
_anaconda_depends 2020.02 py37_0
_ipyw_jlab_nb_ext_conf 0.1.0 py37_0
absl-py 0.9.0 py37_0
alabaster 0.7.12 py37_0
altgraph 0.17 py_0
amqp 2.5.2 pypi_0 pypi
anaconda custom py37_1
anaconda-client 1.7.2 py37_0
anaconda-navigator 1.9.12 py37_0
anaconda-project 0.8.4 py_0
applaunchservices 0.2.1 py_0
appnope 0.1.0 py37_0
appscript 1.1.0 py37h1de35cc_0
argh 0.26.2 py37_0
asn1crypto 1.3.0 py37_0
astor 0.8.0 py37_0
astroid 2.4.1 py37_0
astropy 4.0.1.post1 py37h01d97ff_1
atomicwrites 1.4.0 py_0
attrs 19.3.0 py_0
autopep8 1.4.4 py_0
babel 2.8.0 py_0
backcall 0.1.0 py37_0
backports 1.0 py_2
backports.functools_lru_cache 1.6.1 py_0
backports.shutil_get_terminal_size 1.0.0 py37_2
backports.tempfile 1.0 py_1
backports.weakref 1.0.post1 py_1
beautifulsoup4 4.9.1 py37_0
billiard 3.6.3.0 pypi_0 pypi
bitarray 1.2.2 py37haf1e3a3_0
bkcharts 0.2 py37_0
blas 1.0 mkl
bleach 3.1.4 py_0
blosc 1.16.3 hd9629dc_0
bokeh 2.0.2 py37_0
boto 2.49.0 py37_0
bottleneck 1.3.2 py37hf1fa96c_1
bzip2 1.0.8 h1de35cc_0
c-ares 1.15.0 h1de35cc_1001
ca-certificates 2020.4.5.2 hecda079_0 conda-forge
cachetools 4.1.0 pypi_0 pypi
celery 4.4.2 pypi_0 pypi
certifi 2020.4.5.2 py37hc8dfbb8_0 conda-forge
cffi 1.14.0 py37hb5b8e2f_0
chardet 3.0.4 py37_1003
click 7.1.2 py_0
cloudpickle 1.4.1 py_0
clyent 1.2.2 py37_1
colorama 0.4.3 py_0
conda 4.8.3 py37hc8dfbb8_1 conda-forge
conda-build 3.18.11 py37_0
conda-env 2.6.0 1
conda-package-handling 1.6.1 py37h1de35cc_0
conda-verify 3.4.2 py_1
contextlib2 0.6.0.post1 py_0
cryptography 2.9.2 py37ha12b0ac_0
cssselect 1.1.0 pypi_0 pypi
curl 7.69.1 ha441bb4_0
cycler 0.10.0 py37_0
cython 0.29.17 py37h0a44026_0
cytoolz 0.10.1 py37h1de35cc_0
dask 2.17.2 py_0
dask-core 2.17.2 py_0
dbus 1.13.14 h517e14e_0
decorator 4.4.2 py_0
defusedxml 0.6.0 py_0
diazo 1.4.0 pypi_0 pypi
diff-match-patch 20181111 py_0
distributed 2.17.0 py37_0
django 1.7.11 pypi_0 pypi
django-haystack 2.8.1 pypi_0 pypi
django-hitcounter 0.1.1 pypi_0 pypi
django-revproxy 0.10.0 pypi_0 pypi
django-taggit 1.2.0 pypi_0 pypi
docutils 0.16 py37_1
entrypoints 0.3 py37_0
et_xmlfile 1.0.1 py37_0
etiquetando 0.1 pypi_0 pypi
expat 2.2.6 h0a44026_0
fastcache 1.1.0 py37h1de35cc_0
filelock 3.0.12 py_0
flake8 3.8.2 py_0
flask 1.1.2 py_0
freetype 2.9.1 hb4e5f40_0
fsspec 0.7.4 py_0
future 0.18.2 py37_1
gast 0.3.3 py_0
get_terminal_size 1.0.0 h7520d66_0
gettext 0.19.8.1 h15daf44_3
gevent 1.4.0 py37h1de35cc_0
glib 2.63.1 hd977a24_0
glob2 0.7 py_0
gmp 6.1.2 hb37e062_1
gmpy2 2.0.8 py37h6ef4df4_2
google-auth 1.14.3 pypi_0 pypi
google-auth-oauthlib 0.4.1 pypi_0 pypi
greenlet 0.4.15 py37h1de35cc_0
grpcio 1.29.0 pypi_0 pypi
h5py 2.10.0 py37h3134771_0
hdf5 1.10.4 hfa1e0ec_0
heapdict 1.0.1 py_0
html2text 2020.1.16 pypi_0 pypi
html5lib 1.0.1 py37_0
hypothesis 5.11.0 py_0
icu 58.2 h0a44026_3
idna 2.9 py_1
imageio 2.8.0 py_0
imagesize 1.2.0 py_0
imbalanced-learn 0.6.2 py_0 conda-forge
importlib-metadata 1.6.0 py37_0
importlib_metadata 1.6.0 0
intel-openmp 2019.4 233
intervaltree 3.0.2 py_0
ipykernel 5.1.4 py37h39e3cac_0
ipython 7.13.0 py37h5ca1d4c_0
ipython_genutils 0.2.0 py37_0
ipywidgets 7.5.1 py_0
isort 4.3.21 py37_0
itsdangerous 1.1.0 py37_0
jbig 2.1 h4d881f8_0
jdcal 1.4.1 py_0
jedi 0.15.2 py37_0
jinja2 2.11.2 py_0
joblib 0.15.1 py_0
jpeg 9b he5867d9_2
json5 0.9.5 py_0
jsonschema 3.2.0 py37_0
jupyter 1.0.0 py37_7
jupyter_client 6.1.3 py_0
jupyter_console 6.1.0 py_0
jupyter_core 4.6.3 py37_0
jupyterlab 1.2.6 pyhf63ae98_0
jupyterlab_server 1.1.4 py_0
keras-applications 1.0.8 py_0
keras-preprocessing 1.1.0 py_1
keyring 21.1.1 py37_2
kiwisolver 1.2.0 py37h04f5b5a_0
kombu 4.6.8 pypi_0 pypi
krb5 1.17.1 hddcf347_0
lazy-object-proxy 1.4.3 py37h1de35cc_0
libarchive 3.3.3 h786848e_5
libcurl 7.69.1 h051b688_0
libcxx 10.0.0 1
libcxxabi 4.0.1 hcfea43d_1
libedit 3.1.20181209 hb402a30_0
libffi 3.2.1 h0a44026_6
libgfortran 3.0.1 h93005f0_2
libiconv 1.16 h1de35cc_0
liblief 0.10.1 h0a44026_0
libpng 1.6.37 ha441bb4_0
libprotobuf 3.11.4 hd9629dc_0
libsodium 1.0.16 h3efe00b_0
libspatialindex 1.9.3 h0a44026_0
libssh2 1.9.0 ha12b0ac_1
libtiff 4.1.0 hcb84e12_0
libxml2 2.9.9 hf6e021a_1
libxslt 1.1.33 h33a18ac_0
llvm-openmp 10.0.0 h28b9765_0
llvmlite 0.32.1 py37h8c7ce04_0
locket 0.2.0 py37_1
lxml 4.5.0 py37hef8c89e_0
lz4-c 1.8.1.2 h1de35cc_0
lzo 2.10 h1de35cc_2
macholib 1.11 py_0
markdown 3.1.1 py37_0
markupsafe 1.1.1 py37h1de35cc_0
matplotlib 3.1.3 py37_0
matplotlib-base 3.1.3 py37h9aa3819_0
mccabe 0.6.1 py37_1
mistune 0.8.4 py37h1de35cc_0
mkl 2019.4 233
mkl-service 2.3.0 py37hfbe908c_0
mkl_fft 1.0.15 py37h5e564d8_0
mkl_random 1.1.1 py37h959d312_0
mock 4.0.2 py_0
mongodb 4.0.3 hccea1a4_0
more-itertools 8.3.0 py_0
mpc 1.1.0 h6ef4df4_1
mpfr 4.0.1 h3018a27_3
mpmath 1.1.0 py37_0
msgpack-python 1.0.0 py37h04f5b5a_1
multipledispatch 0.6.0 py37_0
navigator-updater 0.2.1 py37_0
nbconvert 5.6.1 py37_0
nbformat 5.0.6 py_0
ncurses 6.2 h0a44026_1
networkx 2.4 py_0
nltk 3.4.5 py37_0
nose 1.3.7 py37_2
notebook 6.0.3 py37_0
numba 0.49.1 py37h86efe34_0
numexpr 2.7.1 py37hce01a72_0
numpy 1.18.1 py37h7241aed_0
numpy-base 1.18.1 py37h3304bdc_1
numpydoc 0.9.2 py_0
oauthlib 3.1.0 pypi_0 pypi
olefile 0.46 py37_0
openpyxl 3.0.3 py_0
openssl 1.1.1g h0b31af3_0 conda-forge
packaging 20.3 py_0
pandas 1.0.3 py37h6c726b0_0
pandoc 2.2.3.2 0
pandocfilters 1.4.2 py37_1
parso 0.5.2 py_0
partd 1.1.0 py_0
path 13.1.0 py37_0
path.py 12.4.0 0
pathlib2 2.3.5 py37_0
pathtools 0.1.2 py_1
patsy 0.5.1 py37_0
pcre 8.43 h0a44026_0
pep8 1.7.1 py37_0
pexpect 4.8.0 py37_0
pickleshare 0.7.5 py37_0
pillow 7.1.2 py37h4655f20_0
pip 20.0.2 py37_3
pkginfo 1.5.0.1 py37_0
pluggy 0.13.1 py37_0
ply 3.11 py37_0
portaudio 19.6.0 h647c56a_4
prometheus_client 0.7.1 py_0
prompt-toolkit 3.0.5 py_0
prompt_toolkit 3.0.5 0
protobuf 3.11.4 py37h0a44026_0
psutil 5.7.0 py37h1de35cc_0
ptyprocess 0.6.0 py37_0
py 1.8.1 py_0
py-lief 0.10.1 py37haf313ee_0
pyasn1 0.4.8 pypi_0 pypi
pyasn1-modules 0.2.8 pypi_0 pypi
pyaudio 0.2.11 py37h1de35cc_2
pycodestyle 2.6.0 py_0
pycosat 0.6.3 py37h1de35cc_0
pycparser 2.20 py_0
pycrypto 2.6.1 py37h1de35cc_9
pycryptodome 3.8.2 py37ha8bbb54_0
pycurl 7.43.0.5 py37ha12b0ac_0
pydocstyle 4.0.1 py_0
pyflakes 2.2.0 py_0
pygments 2.6.1 py_0
pyinstaller 3.6 py37ha441bb4_5
pylint 2.5.2 py37_0
pymysql 0.9.3 py37_0
pyodbc 4.0.30 py37h0a44026_0
pyopenssl 19.1.0 py37_0
pyparsing 2.4.7 py_0
pyqt 5.9.2 py37h655552a_2
pyrsistent 0.16.0 py37h1de35cc_0
pysimplegui 4.18.2 pyh9f0ad1d_0 conda-forge
pysocks 1.7.1 py37_0
pytables 3.6.1 py37h5bccee9_0
pytest 5.4.2 py37_0
pytest-arraydiff 0.3 py37h39e3cac_0
pytest-astropy 0.8.0 py_0
pytest-astropy-header 0.1.2 py_0
pytest-doctestplus 0.7.0 py_0
pytest-openfiles 0.5.0 py_0
pytest-remotedata 0.3.2 py37_0
python 3.7.7 hc70fcce_0_cpython
python-dateutil 2.8.1 py_0
python-jsonrpc-server 0.3.4 py_0
python-language-server 0.31.9 py37_0
python-libarchive-c 2.9 py_0
python.app 2 py37_10
python_abi 3.7 1_cp37m conda-forge
pytz 2020.1 py_0
pywavelets 1.1.1 py37h1de35cc_0
pyyaml 5.3.1 py37h1de35cc_0
pyzmq 18.1.1 py37h0a44026_0
qdarkstyle 2.8.1 py_0
qt 5.9.7 h468cd18_1
qtawesome 0.7.0 py_0
qtconsole 4.7.4 py_0
qtpy 1.9.0 py_0
readline 8.0 h1de35cc_0
redis 3.5.2 pypi_0 pypi
repoze-lru 0.7 pypi_0 pypi
requests 2.23.0 py37_0
requests-oauthlib 1.3.0 pypi_0 pypi
ripgrep 11.0.2 he32d670_0
rope 0.17.0 py_0
rsa 4.0 pypi_0 pypi
rtree 0.9.4 py37_1
ruamel_yaml 0.15.87 py37h1de35cc_0
scikit-image 0.16.2 py37h6c726b0_0
scikit-learn 0.22.1 py37h27c97d8_0
scipy 1.4.1 py37h9fa6033_0
seaborn 0.10.1 py_0
send2trash 1.5.0 py37_0
setuptools 47.1.1 py37_0
simplegeneric 0.8.1 py37_2
singledispatch 3.4.0.3 py37_0
sip 4.19.8 py37h0a44026_0
six 1.15.0 py_0
snappy 1.1.7 he62c110_3
snowballstemmer 2.0.0 py_0
sortedcollections 1.1.2 py37_0
sortedcontainers 2.1.0 py37_0
soupsieve 2.0.1 py_0
sphinx 3.0.4 py_0
sphinxcontrib 1.0 py37_1
sphinxcontrib-applehelp 1.0.2 py_0
sphinxcontrib-devhelp 1.0.2 py_0
sphinxcontrib-htmlhelp 1.0.3 py_0
sphinxcontrib-jsmath 1.0.1 py_0
sphinxcontrib-qthelp 1.0.3 py_0
sphinxcontrib-serializinghtml 1.1.4 py_0
sphinxcontrib-websupport 1.2.1 py_0
spyder 4.1.2 py37_0
spyder-kernels 1.9.1 py37_0
sqlalchemy 1.3.17 py37haf1e3a3_0
sqlite 3.31.1 h5c1f38d_1
statsmodels 0.11.1 py37haf1e3a3_0
stemming 1.0.1 pypi_0 pypi
sympy 1.5.1 py37_0
tbb 2020.0 h04f5b5a_0
tblib 1.6.0 py_0
tensorboard 2.2.1 pypi_0 pypi
tensorboard-plugin-wit 1.6.0.post3 pypi_0 pypi
tensorflow 1.13.1 py37_1 conda-forge/label/cf202003
tensorflow-estimator 1.13.0 py37h24bf2e0_0 conda-forge/label/cf202003
termcolor 1.1.0 py37_1
terminado 0.8.3 py37_0
testpath 0.4.4 py_0
tk 8.6.8 ha441bb4_0
toml 0.10.0 py37h28b3542_0
toolz 0.10.0 py_0
tornado 6.0.4 py37h1de35cc_1
tqdm 4.46.0 py_0
traitlets 4.3.3 py37_0
typed-ast 1.4.1 py37h1de35cc_0
typing_extensions 3.7.4.1 py37_0
ujson 1.35 py37h1de35cc_0
unicodecsv 0.14.1 py37_0
unixodbc 2.3.7 h1de35cc_0
urllib3 1.25.8 py37_0
vine 1.3.0 pypi_0 pypi
watchdog 0.10.2 py37h0b31af3_0 conda-forge
wcwidth 0.1.9 py_0
webencodings 0.5.1 py37_1
werkzeug 1.0.1 py_0
wheel 0.34.2 py37_0
whoosh 2.7.4 pypi_0 pypi
widgetsnbextension 3.5.1 py37_0
wrapt 1.11.2 py37h1de35cc_0
wurlitzer 2.0.0 py37_0
xlrd 1.2.0 py37_0
xlsxwriter 1.2.9 py_0
xlwings 0.19.4 py37_0
xlwt 1.3.0 py37_0
xmltodict 0.12.0 py_0
xz 5.2.5 h1de35cc_0
yaml 0.1.7 hc338f04_2
yapf 0.28.0 py_0
zeromq 4.3.1 h0a44026_3
zict 2.0.0 py_0
zipp 3.1.0 py_0
zlib 1.2.11 h1de35cc_3
zstd 1.3.7 h5bba6e5_0
But still, my python version is still 3.7.7
What is the problem and how to fix it?
This command usually will update to the latest version, but it seems this is not working for you.
conda update python
You can try this instead (Latest stable version is 3.8.3):
conda install python=3.8.3
However, you may want setup a new environment to be able to use multiple versions of python as upgrading may break your python scripts that run in 3.7.7. You can do this by using conda to create a new environment and then switch between the environments while you are testing and upgrading your scripts.
conda create --name test2 python=3.8.3
Also, the problem with the update command could be several. For example, if the channel list does not have a more recent version of python that is compatible with your environment, it won't update. To troubleshoot this we would need more information, such as
conda info
and
conda config --show
Think the problem is caused by mixing conda and pip installs in the same environment. This can be dangerous, as it will cause problems with some new installs or upgrades later on. conda won't know about pip details, and pip won't know about conda details. I suspect your Python upgrade has a dependency on one of the files installed through pip and gives up after a while.
Best practice is to use conda install if at all possible, and to create and use another environment. But if you still need a package that conda can't provide, then you can use pip. However, take note of the revision for that environment in case you have to roll back the pip install later.
To see the source of the install, look at the channel column. For example:
altgraph 0.17 py_0
amqp 2.5.2 pypi_0 pypi
imbalanced-learn 0.6.2 py_0 conda-forge
altgraph was installed using conda, amqp was installed using pip. The source for pip is the pypi website, that is why you see pypi in the last column (channel). Also, i can see you used the conda-forge channel for a few packages, such as imbalanced-learn. To change this environment in the future, you may need to add -c conda-forge

Anaconda stuck on loading applications

When starting Anaconda it gets stuck on 'loading applications'
Here's what's displayed when running: conda info
active environment : None
user config file : /Users/ryanovsienko/.condarc
populated config files : /Users/ryanovsienko/.condarc
conda version : 4.6.7
conda-build version : 3.17.8
python version : 3.6.8.final.0
base environment : /Users/ryanovsienko/anaconda (writable)
channel URLs : https://repo.anaconda.com/pkgs/main/osx-64
https://repo.anaconda.com/pkgs/main/noarch
https://repo.anaconda.com/pkgs/free/osx-64
https://repo.anaconda.com/pkgs/free/noarch
https://repo.anaconda.com/pkgs/r/osx-64
https://repo.anaconda.com/pkgs/r/noarch
package cache : /Users/ryanovsienko/anaconda/pkgs
/Users/ryanovsienko/.conda/pkgs
envs directories : /Users/ryanovsienko/anaconda/envs
/Users/ryanovsienko/.conda/envs
platform : osx-64
user-agent : conda/4.6.7 requests/2.21.0 CPython/3.6.8 Darwin/18.2.0 OSX/10.14.3
UID:GID : 501:20
netrc file : None
offline mode : False
Here the output from:
conda list
# packages in environment at /Users/ryanovsienko/anaconda:
#
# Name Version Build Channel
_license 1.1 py36_1
alabaster 0.7.12 py36_0
anaconda custom py36ha4fed55_0
anaconda-client 1.7.2 py36_0
anaconda-navigator 1.9.6 py36_0
anaconda-project 0.8.2 py36_0
appnope 0.1.0 py36hf537a9a_0
appscript 1.1.0 py36h1de35cc_0
asn1crypto 0.24.0 py36_0
astroid 2.1.0 py36_0
astropy 3.1.2 py36h1de35cc_0
atomicwrites 1.3.0 py_0
attrs 18.2.0 py36h28b3542_0
babel 2.6.0 py36_0
backcall 0.1.0 py36_0
backports 1.0 py36_1
backports.os 0.1.1 py36_0
backports.shutil_get_terminal_size 1.0.0 py36_2
basemap 1.2.0 py36h0acbc05_0
beautifulsoup4 4.7.1 py36_1
bitarray 0.8.3 py36h1de35cc_0
bkcharts 0.2 py36h073222e_0
blas 1.0 mkl
blaze 0.11.3 py36h02e7a37_0
bleach 3.1.0 py36_0
bokeh 1.0.4 py36_0
boto 2.49.0 py36_0
bottleneck 1.2.1 py36h1d22016_1
bzip2 1.0.6 h1de35cc_5
ca-certificates 2019.1.23 0
certifi 2018.11.29 py36_0
cffi 1.12.1 py36hb5b8e2f_0
chardet 3.0.4 py36_1
click 7.0 py36_0
cloudpickle 0.8.0 py36_0
clyent 1.2.2 py36_1
colorama 0.4.1 py36_0
conda 4.6.7 py36_0
conda-build 3.17.8 py36_0
conda-env 2.6.0 1
conda-verify 3.1.1 py36_0
contextlib2 0.5.5 py36hd66e5e7_0
cryptography 2.5 py36ha12b0ac_0
curl 7.63.0 ha441bb4_1000
cycler 0.10.0 py36hfc81398_0
cython 0.29.5 py36h0a44026_0
cytoolz 0.9.0.1 py36h1de35cc_1
dask 0.16.1 py36_0
dask-core 1.1.2 py_0
datashape 0.5.4 py36_1
dbus 1.13.6 h90a0687_0
decorator 4.3.2 py36_0
distributed 1.26.0 py36_0
django 2.1.5 pypi_0 pypi
docutils 0.14 py36hbfde631_0
ecdsa 0.13 pypi_0 pypi
entrypoints 0.3 py36_0
et_xmlfile 1.0.1 py36h1315bdc_0
expat 2.2.6 h0a44026_0
fastcache 1.0.2 py36h1de35cc_2
filelock 3.0.10 py36_0
flask 1.0.2 py36_1
flask-cors 3.0.7 py36_0
freetype 2.9.1 hb4e5f40_0
future 0.17.1 py36_0
geckodriver 0.20.1 hfc679d8_1 conda forge
geos 3.6.2 h5470d99_2
get_terminal_size 1.0.0 h7520d66_0
gettext 0.19.8.1 h15daf44_3
gevent 1.4.0 py36h1de35cc_0
git 2.20.1 pl526h6951d83_0
glib 2.56.2 hd9629dc_0
glob2 0.6 py36_1
gmp 6.1.2 hb37e062_1
gmpy2 2.0.8 py36h6ef4df4_2
greenlet 0.4.15 py36h1de35cc_0
h5py 2.7.1 py36h39cdac5_0
hdf5 1.10.4 hfa1e0ec_0
heapdict 1.0.0 py36_2
html5lib 1.0.1 py36_0
icu 58.2 h4b95b61_1
idna 2.8 py36_0
imageio 2.5.0 py36_0
imagesize 1.1.0 py36_0
importlib_metadata 0.7 py36_0
inflection 0.3.1 py36_1
intel-openmp 2019.1 144
ipykernel 5.1.0 py36h39e3cac_0
ipython 7.3.0 py36h39e3cac_0
ipython_genutils 0.2.0 py36h241746c_0
ipywidgets 7.4.2 py36_0
isort 4.3.8 py36_0
itsdangerous 1.1.0 py36_0
jbig 2.1 h4d881f8_0
jdcal 1.4 py36_0
jedi 0.13.3 py36_0
jinja2 2.10 py36_0
jose 1.0.0 pypi_0 pypi
jpeg 9b he5867d9_2
jsonpickle 0.9.5 pypi_0 pypi
jsonschema 2.6.0 py36hb385e00_0
jupyter 1.0.0 py36_7
jupyter_client 5.2.4 py36_0
jupyter_console 6.0.0 py36_0
jupyter_core 4.4.0 py36_0
jupyterlab 0.35.3 py36_0
jupyterlab_launcher 0.13.1 py36_0
jupyterlab_server 0.2.0 py36_0
jupyterthemes 0.19.1 pypi_0 pypi
keyring 18.0.0 py36_0
kiwisolver 1.0.1 py36h0a44026_0
krb5 1.16.1 hddcf347_7
lazy-object-proxy 1.3.1 py36h1de35cc_2
lesscpy 0.13.0 pypi_0 pypi
libarchive 3.3.3 h786848e_5
libcurl 7.63.0 h051b688_1000
libcxx 4.0.1 hcfea43d_1
libcxxabi 4.0.1 hcfea43d_1
libedit 3.1.20181209 hb402a30_0
libffi 3.2.1 h475c297_4
libgfortran 3.0.1 h93005f0_2
libiconv 1.15 hdd342a3_7
liblief 0.9.0 h2a1bed3_2
libpng 1.6.36 ha441bb4_0
libsodium 1.0.16 h3efe00b_0
libssh2 1.8.0 ha12b0ac_4
libtiff 4.0.10 hcb84e12_2
libxml2 2.9.9 hab757c2_0
libxslt 1.1.33 h33a18ac_0
llvmlite 0.27.0 py36h8c7ce04_0
locket 0.2.0 py36hca03003_1
lxml 4.3.1 py36hef8c89e_0
lz4-c 1.8.1.2 h1de35cc_0
lzo 2.10 h362108e_2
markupsafe 1.1.1 py36h1de35cc_0
matplotlib 3.0.2 py36h54f8f79_0
mccabe 0.6.1 py36_1
mistune 0.8.4 py36h1de35cc_0
mkl 2019.1 144
mkl-service 1.1.2 py36h6b9c3cc_5
mkl_fft 1.0.10 py36h5e564d8_0
mkl_random 1.0.2 py36h27c97d8_0
more-itertools 5.0.0 py36_0
mpc 1.1.0 h6ef4df4_1
mpfr 4.0.1 h3018a27_3
mpmath 1.1.0 py36_0
msgpack-python 0.6.1 py36h04f5b5a_1
multipledispatch 0.6.0 py36_0
navigator-updater 0.2.1 py36_0
nbconvert 5.3.1 py36_0
nbformat 4.4.0 py36h827af21_0
ncurses 6.1 h0a44026_1
networkx 2.2 py36_1
nltk 3.4 py36_1
nose 1.3.7 py36_2
notebook 5.7.4 py36_0
numba 0.36.2 np114py36hc2f221f_0
numexpr 2.6.4 py36habcfcfe_0
numpy 1.15.4 py36hacdab7b_0
numpy-base 1.15.4 py36h6575580_0
numpydoc 0.8.0 py36_0
oauthlib 3.0.1 pypi_0 pypi
odo 0.5.1 py36hc1af34a_0
olefile 0.46 py36_0
openpyxl 2.6.0 py36_0
openssl 1.1.1b h1de35cc_0
packaging 19.0 py36_0
pandas 0.24.1 py36h0a44026_0
pandas-datareader 0.7.0 py36_0
pandoc 2.2.3.2 0
pandocfilters 1.4.2 py36_1
parso 0.3.4 py36_0
partd 0.3.9 py36_0
path.py 11.5.0 py36_0
pathlib2 2.3.3 py36_0
patsy 0.5.0 py36_0
pcre 8.42 h378b8a2_0
pep8 1.7.1 py36_0
perl 5.26.2 h4e221da_0
pexpect 4.6.0 py36_0
pickleshare 0.7.5 py36_0
pillow 5.4.1 py36hb68e598_0
pip 18.0 pypi_0 pypi
pkginfo 1.5.0.1 py36_0
pluggy 0.9.0 py36_0
ply 3.11 py36_0
proj4 5.2.0 h0a44026_1
prometheus_client 0.6.0 py36_0
prompt_toolkit 2.0.9 py36_0
psutil 5.5.0 py36h1de35cc_0
ptyprocess 0.6.0 py36_0
py 1.8.0 py36_0
py-lief 0.9.0 py36h1413db1_2
pycodestyle 2.5.0 py36_0
pycosat 0.6.3 py36h1de35cc_0
pycparser 2.19 py36_0
pycrypto 2.6.1 py36h1de35cc_9
pycryptodome 3.7.3 pypi_0 pypi
pycurl 7.43.0.2 py36ha12b0ac_0
pyflakes 2.1.0 py36_0
pygments 2.3.1 py36_0
pylint 2.2.2 py36_0
pyodbc 4.0.26 py36h0a44026_0
pyopenssl 19.0.0 py36_0
pyparsing 2.3.1 py36_0
pyperclip 1.5.27 py36_0 bryanwweber
pyproj 1.9.6 py36h9c430a6_0
pyqt 5.9.2 py36h655552a_2
pyqt5 5.12 pypi_0 pypi
pyqt5-sip 4.19.14 pypi_0 pypi
pyshp 2.0.1 py36_0
pysocks 1.6.8 py36_0
pytables 3.4.2 py36hfbd7ab0_2
pytest 4.3.0 py36_0
pytest-arraydiff 0.3 py36h39e3cac_0
pytest-astropy 0.5.0 py36_0
pytest-doctestplus 0.2.0 py36_0
pytest-openfiles 0.3.2 py36_0
pytest-remotedata 0.3.1 py36_0
python 3.6.8 haf84260_0
python-dateutil 2.8.0 py36_0
python-jose 2.0.2 pypi_0 pypi
python-libarchive-c 2.8 py36_6
python-oauth2 1.1.0 py36h28b3542_1
python-quickbooks 0.7.4 pypi_0 pypi
python.app 2 py36_9
pytz 2018.9 py36_0
pywavelets 1.0.1 py36h1d22016_0
pyyaml 3.13 py36h1de35cc_0
pyzmq 18.0.0 py36h0a44026_0
qt 5.9.7 h468cd18_1
qtawesome 0.5.6 py_0
qtconsole 4.4.3 py36_0
qtpy 1.6.0 py_0
quandl 3.4.5 py36_0
rauth 0.7.3 pypi_0 pypi
readline 7.0 h1de35cc_5
requests 2.13.0 pypi_0 pypi
requests-file 1.4.3 py36_0
requests-ftp 0.3.1 py36_1
requests-oauthlib 0.8.0 pypi_0 pypi
rope 0.12.0 py36_0
ruamel_yaml 0.15.46 py36h1de35cc_0
scikit-image 0.13.1 py36h1de35cc_1
scikit-learn 0.19.1 py36hffbff8c_0
scipy 1.0.0 py36h1de22e9_0
seaborn 0.8.1 py36h595ecd9_0
selenium 3.141.0 py36h1de35cc_0
send2trash 1.5.0 py36_0
setuptools 40.8.0 py36_0
simplegeneric 0.8.1 py36_2
simplejson 3.15.0 pypi_0 pypi
singledispatch 3.4.0.3 py36hf20db9d_0
sip 4.19.8 py36h0a44026_0
six 1.12.0 py36_0
snowballstemmer 1.2.1 py36h6c7b616_0
sortedcollections 1.1.2 py36_0
sortedcontainers 2.1.0 py36_0
soupsieve 1.7.1 py36_0
sphinx 1.8.4 py36_0
sphinxcontrib 1.0 py36_1
sphinxcontrib-websupport 1.1.0 py36_1
spyder 3.3.3 py36_0
spyder-kernels 0.4.2 py36_0
sqlalchemy 1.2.18 py36h1de35cc_0
sqlite 3.26.0 ha441bb4_0
statsmodels 0.8.0 py36h9c68fc9_0
strict-rfc3339 0.7 pypi_0 pypi
sympy 1.3 py36_0
tblib 1.3.2 py36hda67792_0
terminado 0.8.1 py36_1
testpath 0.4.2 py36_0
tk 8.6.8 ha441bb4_0
toolz 0.9.0 py36_0
tornado 5.1.1 py36h1de35cc_0
tqdm 4.31.1 py_0
traitlets 4.3.2 py36h65bd3ce_0
typed-ast 1.3.1 py36h1de35cc_0
typing 3.6.4 py36_0
unicodecsv 0.14.1 py36he531d66_0
unixodbc 2.3.7 h1de35cc_0
urllib3 1.24.1 py36_0
wcwidth 0.1.7 py36h8c6ec74_0
webencodings 0.5.1 py36_1
werkzeug 0.14.1 py36_0
wheel 0.33.1 py36_0
widgetsnbextension 3.4.2 py36_0
wrapt 1.11.1 py36h1de35cc_0
wurlitzer 1.0.2 py36_0
xlrd 1.2.0 py36_0
xlsxwriter 1.1.5 py36_0
xlwings 0.15.3 py36_0
xlwt 1.2.0 py36h5ad1178_0
xz 5.2.4 h1de35cc_4
yaml 0.1.7 hc338f04_2
zeromq 4.3.1 h0a44026_3
zict 0.1.3 py36_0
zlib 1.2.11 h1de35cc_3
zstd 1.3.7 h5bba6e5_0
have tried
conda update conda
conda update --all
conda update anaconda-navigator
conda update python.app
conda update anaconda-client
anaconda-navigator --reset
conda update navigator-updater
conda update launcher
Not sure what else to try
Not sure what happened, just started working again. sigh

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