Win10 Anacondaの環境
個人的な備忘録です。すみません。
Base環境
- RTX2070
- Python 3.7.3
- Tensorflow なし
仮想環境
Python 3.7.3
Tensorflow 1.13.1
- この状況ならtensorflow.kerasに書き換えることでRNNが動く
(opencv gyoumu) C:\Users\ユーザー名>pip list
Package Version
-------------------- --------
absl-py 0.7.1
astor 0.7.1
attrs 19.1.0
backcall 0.1.0
bleach 3.1.0
certifi 2019.3.9
colorama 0.4.1
cycler 0.10.0
decorator 4.4.0
defusedxml 0.6.0
entrypoints 0.3
gast 0.2.2
grpcio 1.16.1
h5py 2.8.0
ipykernel 5.1.0
ipython 7.5.0
ipython-genutils 0.2.0
jedi 0.13.3
Jinja2 2.10.1
jsonschema 3.0.1
jupyter-client 5.2.4
jupyter-core 4.4.0
Keras 2.2.4
Keras-Applications 1.0.7
Keras-Preprocessing 1.0.9
kiwisolver 1.0.1
Markdown 3.1
MarkupSafe 1.1.1
matplotlib 3.0.3
mistune 0.8.4
mkl-fft 1.0.10
mkl-random 1.0.2
mock 2.0.0
nbconvert 5.4.1
nbformat 4.4.0
notebook 5.7.8
numpy 1.16.3
pandas 0.24.2
pandocfilters 1.4.2
parso 0.4.0
pbr 5.1.3
pickleshare 0.7.5
pip 19.1
prometheus-client 0.6.0
prompt-toolkit 2.0.9
protobuf 3.6.1
Pygments 2.3.1
pyparsing 2.4.0
pyrsistent 0.14.11
python-dateutil 2.8.0
pytz 2019.1
pywinpty 0.5.5
PyYAML 5.1
pyzmq 18.0.0
scikit-learn 0.20.3
scipy 1.2.1
Send2Trash 1.5.0
setuptools 41.0.0
six 1.12.0
tensorboard 1.13.1
tensorflow 1.13.1
tensorflow-estimator 1.13.0
termcolor 1.1.0
terminado 0.8.2
testpath 0.4.2
tornado 6.0.2
traitlets 4.3.2
wcwidth 0.1.7
webencodings 0.5.1
Werkzeug 0.15.2
wheel 0.33.1
wincertstore 0.2
Baseの詳細
C:\Users\ユーザー名>nvidia-smi
Thu Apr 16 10:57:16 2020
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 442.59 Driver Version: 442.59 CUDA Version: 10.2 |
|-------------------------------+----------------------+----------------------+
| GPU Name TCC/WDDM | Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
|===============================+======================+======================|
| 0 GeForce RTX 2070 WDDM | 00000000:01:00.0 On | N/A |
| 0% 47C P8 12W / 175W | 7348MiB / 8192MiB | 1% Default |
+-------------------------------+----------------------+----------------------+
C:\Users\ユーザー名>nvcc -V
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2018 NVIDIA Corporation
Built on Tue_Jun_12_23:08:12_Central_Daylight_Time_2018
Cuda compilation tools, release 9.2, V9.2.148
>pip list
Package Version
---------------------------------- ----------
alabaster 0.7.12
anaconda-client 1.7.2
anaconda-navigator 1.9.12
anaconda-project 0.8.2
asn1crypto 0.24.0
astroid 2.1.0
astropy 3.1
atomicwrites 1.2.1
attrs 18.2.0
Babel 2.6.0
backcall 0.1.0
backports.os 0.1.1
backports.shutil-get-terminal-size 1.0.0
beautifulsoup4 4.6.3
bitarray 0.8.3
bkcharts 0.2
blaze 0.11.3
bleach 3.0.2
bokeh 1.0.2
boto 2.49.0
Bottleneck 1.2.1
cachetools 3.1.0
certifi 2020.4.5.1
cffi 1.11.5
chardet 3.0.4
Click 7.0
cloudpickle 0.6.1
clyent 1.2.2
colorama 0.4.1
comtypes 1.1.7
conda 4.8.3
conda-build 3.17.6
conda-package-handling 1.6.0
conda-verify 3.1.1
contextlib2 0.5.5
cryptography 2.4.2
cycler 0.10.0
Cython 0.29.2
cytoolz 0.9.0.1
dask 1.0.0
datashape 0.5.4
decorator 4.3.0
defusedxml 0.5.0
dill 0.2.9
distributed 1.25.1
docutils 0.14
entrypoints 0.2.3
et-xmlfile 1.0.1
fastcache 1.0.2
filelock 3.0.10
Flask 1.0.2
Flask-Cors 3.0.7
future 0.17.1
gevent 1.3.7
glob2 0.6
google-api-core 1.8.2
google-auth 1.6.3
google-cloud-vision 0.36.0
googleapis-common-protos 1.5.9
greenlet 0.4.15
grpcio 1.19.0
h5py 2.8.0
heapdict 1.0.0
html5lib 1.0.1
idna 2.8
imageio 2.4.1
imagesize 1.1.0
importlib-metadata 0.6
ipykernel 5.1.0
ipython 7.2.0
ipython-genutils 0.2.0
ipywidgets 7.4.2
isort 4.3.4
itsdangerous 1.1.0
Janome 0.3.7
jdcal 1.4
jedi 0.13.2
Jinja2 2.10
jsonschema 2.6.0
jupyter 1.0.0
jupyter-client 5.2.4
jupyter-console 6.0.0
jupyter-core 4.4.0
jupyterlab 0.35.3
jupyterlab-server 0.2.0
keyring 17.0.0
kiwisolver 1.0.1
lazy-object-proxy 1.3.1
libarchive-c 2.8
llvmlite 0.26.0
locket 0.2.0
lxml 4.2.5
MarkupSafe 1.1.0
matplotlib 3.0.2
mccabe 0.6.1
menuinst 1.4.14
mistune 0.8.4
mkl-fft 1.0.6
mkl-random 1.0.2
more-itertools 4.3.0
mpmath 1.1.0
msgpack 0.5.6
multipledispatch 0.6.0
navigator-updater 0.2.1
nbconvert 5.4.0
nbformat 4.4.0
networkx 2.2
nltk 3.4
nose 1.3.7
notebook 5.7.4
numba 0.41.0
numexpr 2.6.8
numpy 1.15.4
numpydoc 0.8.0
odo 0.5.1
olefile 0.46
openpyxl 2.5.12
packaging 18.0
pandas 0.23.4
pandocfilters 1.4.2
parso 0.3.1
partd 0.3.9
path.py 11.5.0
pathlib2 2.3.3
patsy 0.5.1
pep8 1.7.1
pickleshare 0.7.5
Pillow 5.3.0
pip 20.0.2
pkginfo 1.4.2
pluggy 0.8.0
ply 3.11
prometheus-client 0.5.0
prompt-toolkit 2.0.7
protobuf 3.7.0
psutil 5.4.8
py 1.7.0
pyasn1 0.4.5
pyasn1-modules 0.2.4
pycodestyle 2.4.0
pycosat 0.6.3
pycparser 2.19
pycrypto 2.6.1
pycurl 7.43.0.2
pyflakes 2.0.0
Pygments 2.3.1
pylint 2.2.2
pyodbc 4.0.25
pyOpenSSL 18.0.0
pyparsing 2.3.0
PySocks 1.6.8
pytest 4.0.2
pytest-arraydiff 0.3
pytest-astropy 0.5.0
pytest-doctestplus 0.2.0
pytest-openfiles 0.3.1
pytest-remotedata 0.3.1
python-dateutil 2.7.5
pytz 2018.7
PyWavelets 1.0.1
pywin32 223
pywinpty 0.5.5
PyYAML 5.3.1
pyzmq 17.1.2
QtAwesome 0.5.3
qtconsole 4.4.3
QtPy 1.5.2
requests 2.21.0
rope 0.11.0
rsa 4.0
ruamel-yaml 0.15.46
scikit-image 0.14.1
scikit-learn 0.20.3
scipy 1.1.0
seaborn 0.9.0
Send2Trash 1.5.0
setuptools 40.6.3
simplegeneric 0.8.1
singledispatch 3.4.0.3
six 1.12.0
snowballstemmer 1.2.1
sortedcollections 1.0.1
sortedcontainers 2.1.0
Sphinx 1.8.2
sphinxcontrib-websupport 1.1.0
spyder 3.3.2
spyder-kernels 0.3.0
SQLAlchemy 1.2.15
statsmodels 0.9.0
sympy 1.3
tables 3.4.4
tblib 1.3.2
terminado 0.8.1
testpath 0.4.2
toolz 0.9.0
tornado 5.1.1
tqdm 4.28.1
traitlets 4.3.2
unicodecsv 0.14.1
unmo 0.2.3
urllib3 1.24.1
wcwidth 0.1.7
webencodings 0.5.1
Werkzeug 0.14.1
wheel 0.32.3
widgetsnbextension 3.4.2
win-inet-pton 1.0.1
win-unicode-console 0.5
wincertstore 0.2
wrapt 1.10.11
xlrd 1.2.0
XlsxWriter 1.1.2
xlwings 0.15.1
xlwt 1.3.0
xmltodict 0.12.0
zict 0.1.3