import tensorflow as tf
print(tf.__version__)
2.1.0
generator_dataset_op.cc:103] Error occurred when finalizing GeneratorDataset iterator:
https://github.com/tensorflow/tensorflow/issues/37515
Tensorflow 2.1 Error “when finalizing GeneratorDataset iterator” - a memory leak? · Issue #37515 · tensorflow/tensorflow
Reopening of issue #35100, as more and more people report to still have the same problem: Problem description I am using TensorFlow 2.1.0 for image classification under Centos Linux. As my image tr...
github.com
(tf-gpu) C:\Users\joe>pip install tensorflow==2.2.0rc3
Collecting tensorflow==2.2.0rc3
Downloading https://files.pythonhosted.org/packages/af/b6/c634218cd4602e906a922fe8b372d582e29624358f2e997aa1cd097164bf/tensorflow-2.2.0rc3-cp37-cp37m-win_amd64.whl (459.2MB)
|████████████████████████████████| 459.2MB 42kB/s
Requirement already satisfied: grpcio>=1.8.6 in j:\anaconda3\envs\tf-gpu\lib\site-packages (from tensorflow==2.2.0rc3) (1.16.1)
Requirement already satisfied: numpy<2.0,>=1.16.0 in j:\anaconda3\envs\tf-gpu\lib\site-packages (from tensorflow==2.2.0rc3) (1.17.3)
Requirement already satisfied: wheel>=0.26; python_version >= "3" in j:\anaconda3\envs\tf-gpu\lib\site-packages (from tensorflow==2.2.0rc3) (0.33.6)
Requirement already satisfied: six>=1.12.0 in j:\anaconda3\envs\tf-gpu\lib\site-packages (from tensorflow==2.2.0rc3) (1.13.0)
Collecting h5py<2.11.0,>=2.10.0
Requirement already satisfied: opt-einsum>=2.3.2 in j:\anaconda3\envs\tf-gpu\lib\site-packages (from tensorflow==2.2.0rc3) (3.1.0)
Requirement already satisfied: wrapt>=1.11.1 in j:\anaconda3\envs\tf-gpu\lib\site-packages (from tensorflow==2.2.0rc3) (1.11.2)
Requirement already satisfied: absl-py>=0.7.0 in j:\anaconda3\envs\tf-gpu\lib\site-packages (from tensorflow==2.2.0rc3) (0.8.1)
Requirement already satisfied: keras-preprocessing>=1.1.0 in j:\anaconda3\envs\tf-gpu\lib\site-packages (from tensorflow==2.2.0rc3) (1.1.0)
Collecting tensorboard<2.3.0,>=2.2.0
Collecting tensorflow-estimator<2.3.0,>=2.2.0rc0
Requirement already satisfied: google-pasta>=0.1.8 in j:\anaconda3\envs\tf-gpu\lib\site-packages (from tensorflow==2.2.0rc3) (0.1.8)
Requirement already satisfied: protobuf>=3.8.0 in j:\anaconda3\envs\tf-gpu\lib\site-packages (from tensorflow==2.2.0rc3) (3.10.1)
Collecting astunparse==1.6.3
Collecting gast==0.3.3
Collecting scipy==1.4.1; python_version >= "3"
Requirement already satisfied: termcolor>=1.1.0 in j:\anaconda3\envs\tf-gpu\lib\site-packages (from tensorflow==2.2.0rc3) (1.1.0)
Collecting google-auth-oauthlib<0.5,>=0.4.1
Requirement already satisfied: markdown>=2.6.8 in j:\anaconda3\envs\tf-gpu\lib\site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow==2.2.0rc3) (3.1.1)
Collecting tensorboard-plugin-wit>=1.6.0
Downloading https://files.pythonhosted.org/packages/b6/85/5c5ac0a8c5efdfab916e9c6bc18963f6a6996a8a1e19ec4ad8c9ac9c623c/tensorboard_plugin_wit-1.7.0-py3-none-any.whl (779kB)
|████████████████████████████████| 788kB 6.4MB/s
Requirement already satisfied: werkzeug>=0.11.15 in j:\anaconda3\envs\tf-gpu\lib\site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow==2.2.0rc3) (0.16.0)
Collecting requests<3,>=2.21.0
Collecting google-auth<2,>=1.6.3
Requirement already satisfied: setuptools>=41.0.0 in j:\anaconda3\envs\tf-gpu\lib\site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow==2.2.0rc3) (42.0.1.post20191125)
Collecting requests-oauthlib>=0.7.0
Requirement already satisfied: certifi>=2017.4.17 in j:\anaconda3\envs\tf-gpu\lib\site-packages (from requests<3,>=2.21.0->tensorboard<2.3.0,>=2.2.0->tensorflow==2.2.0rc3) (2020.6.20)
Collecting chardet<4,>=3.0.2
Collecting urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1
Collecting idna<3,>=2.5
Downloading https://files.pythonhosted.org/packages/a2/38/928ddce2273eaa564f6f50de919327bf3a00f091b5baba8dfa9460f3a8a8/idna-2.10-py2.py3-none-any.whl (58kB)
|████████████████████████████████| 61kB ...
Collecting rsa<5,>=3.1.4; python_version >= "3"
Collecting pyasn1-modules>=0.2.1
Collecting cachetools<5.0,>=2.0.0
Collecting oauthlib>=3.0.0
Collecting pyasn1>=0.1.3
ERROR: tensorboard 2.2.2 has requirement grpcio>=1.24.3, but you'll have grpcio 1.16.1 which is incompatible.
Installing collected packages: h5py, pyasn1, rsa, pyasn1-modules, cachetools, google-auth, chardet, urllib3, idna, requests, oauthlib, requests-oauthlib, google-auth-oauthlib, tensorboard-plugin-wit, tensorboard, tensorflow-estimator, astunparse, gast, scipy, tensorflow
Found existing installation: h5py 2.9.0
Uninstalling h5py-2.9.0:
Successfully uninstalled h5py-2.9.0
Found existing installation: tensorboard 2.0.0
Uninstalling tensorboard-2.0.0:
Successfully uninstalled tensorboard-2.0.0
Found existing installation: tensorflow-estimator 2.0.0
Uninstalling tensorflow-estimator-2.0.0:
Successfully uninstalled tensorflow-estimator-2.0.0
Found existing installation: gast 0.2.2
Uninstalling gast-0.2.2:
Successfully uninstalled gast-0.2.2
Found existing installation: scipy 1.3.1
Uninstalling scipy-1.3.1:
Successfully uninstalled scipy-1.3.1
Found existing installation: tensorflow 2.0.0
Uninstalling tensorflow-2.0.0:
Successfully uninstalled tensorflow-2.0.0
Successfully installed astunparse-1.6.3 cachetools-4.1.1 chardet-3.0.4 gast-0.3.3 google-auth-1.18.0 google-auth-oauthlib-0.4.1 h5py-2.10.0 idna-2.10 oauthlib-3.1.0 pyasn1-0.4.8 pyasn1-modules-0.2.8 requests-2.24.0 requests-oauthlib-1.3.0 rsa-4.6 scipy-1.4.1 tensorboard-2.2.2 tensorboard-plugin-wit-1.7.0 tensorflow-2.2.0rc3 tensorflow-estimator-2.2.0 urllib3-1.25.9
(tf-gpu) C:\Users\joe>
muellerdo commented on 9 May •
edited
|
Update: I'm probably have to rework the complete Data Generator of MIScnn into TF datasets... Source: https://www.tensorflow.org/api_docs/python/tf/keras/Model#fit |
(tf-gpu) C:\Users\joe>conda update --all
Collecting package metadata (current_repodata.json): done
Solving environment: done
## Package Plan ##
environment location: J:\Anaconda3\envs\tf-gpu
The following packages will be downloaded:
package | build
---------------------------|-----------------
cudnn-7.6.5 | cuda10.0_0 164.2 MB
pyopenssl-19.1.0 | py37_0 91 KB
pysocks-1.7.1 | py37_0 31 KB
python-3.7.7 | h81c818b_4 14.3 MB
qtpy-1.9.0 | py_0 38 KB
------------------------------------------------------------
Total: 178.6 MB
The following NEW packages will be INSTALLED:
blinker pkgs/main/win-64::blinker-1.4-py37_0
brotlipy pkgs/main/win-64::brotlipy-0.7.0-py37he774522_1000
cachetools pkgs/main/noarch::cachetools-4.1.0-py_1
cffi pkgs/main/win-64::cffi-1.14.0-py37h7a1dbc1_0
chardet pkgs/main/win-64::chardet-3.0.4-py37_1003
click pkgs/main/noarch::click-7.1.2-py_0
cryptography pkgs/main/win-64::cryptography-2.9.2-py37h7a1dbc1_0
google-auth pkgs/main/noarch::google-auth-1.14.1-py_0
google-auth-oauth~ pkgs/main/noarch::google-auth-oauthlib-0.4.1-py_2
idna pkgs/main/noarch::idna-2.10-py_0
importlib-metadata pkgs/main/win-64::importlib-metadata-1.7.0-py37_0
oauthlib pkgs/main/noarch::oauthlib-3.1.0-py_0
packaging pkgs/main/noarch::packaging-20.4-py_0
prompt-toolkit pkgs/main/noarch::prompt-toolkit-3.0.5-py_0
pyasn1 pkgs/main/noarch::pyasn1-0.4.8-py_0
pyasn1-modules pkgs/main/noarch::pyasn1-modules-0.2.7-py_0
pycparser pkgs/main/noarch::pycparser-2.20-py_0
pyjwt pkgs/main/win-64::pyjwt-1.7.1-py37_0
pyopenssl pkgs/main/win-64::pyopenssl-19.1.0-py37_0
pyparsing pkgs/main/noarch::pyparsing-2.4.7-py_0
pysocks pkgs/main/win-64::pysocks-1.7.1-py37_0
qtpy pkgs/main/noarch::qtpy-1.9.0-py_0
requests pkgs/main/noarch::requests-2.24.0-py_0
requests-oauthlib pkgs/main/noarch::requests-oauthlib-1.3.0-py_0
rsa pkgs/main/noarch::rsa-4.0-py_0
tensorboard-plugi~ pkgs/main/noarch::tensorboard-plugin-wit-1.6.0-py_0
urllib3 pkgs/main/noarch::urllib3-1.25.9-py_0
win_inet_pton pkgs/main/win-64::win_inet_pton-1.1.0-py37_0
The following packages will be REMOVED:
more-itertools-7.2.0-py37_0
The following packages will be UPDATED:
absl-py 0.8.1-py37_0 --> 0.9.0-py37_0
backcall pkgs/main/win-64::backcall-0.1.0-py37~ --> pkgs/main/noarch::backcall-0.2.0-py_0
bleach pkgs/main/win-64::bleach-3.1.0-py37_0 --> pkgs/main/noarch::bleach-3.1.5-py_0
colorama pkgs/main/win-64::colorama-0.4.1-py37~ --> pkgs/main/noarch::colorama-0.4.3-py_0
cudnn 7.6.4-cuda10.0_0 --> 7.6.5-cuda10.0_0
decorator 4.4.1-py_0 --> 4.4.2-py_0
google-pasta 0.1.8-py_0 --> 0.2.0-py_0
grpcio 1.16.1-py37h351948d_1 --> 1.27.2-py37h351948d_0
h5py 2.9.0-py37h5e291fa_0 --> 2.10.0-py37h5e291fa_0
icu 58.2-ha66f8fd_1 --> 58.2-ha925a31_3
importlib_metadata pkgs/main/win-64::importlib_metadata-~ --> pkgs/main/noarch::importlib_metadata-1.7.0-0
intel-openmp 2019.4-245 --> 2020.1-216
ipykernel 5.1.3-py37h39e3cac_0 --> 5.3.0-py37h5ca1d4c_0
ipython 7.9.0-py37h39e3cac_0 --> 7.16.1-py37h5ca1d4c_0
jedi 0.15.1-py37_0 --> 0.17.1-py37_0
jinja2 2.10.3-py_0 --> 2.11.2-py_0
jupyter_client pkgs/main/win-64::jupyter_client-5.3.~ --> pkgs/main/noarch::jupyter_client-6.1.3-py_0
jupyter_console pkgs/main/win-64::jupyter_console-6.0~ --> pkgs/main/noarch::jupyter_console-6.1.0-py_0
jupyter_core 4.6.1-py37_0 --> 4.6.3-py37_0
libprotobuf 3.10.1-h7bd577a_0 --> 3.12.3-h7bd577a_0
libsodium 1.0.16-h9d3ae62_0 --> 1.0.18-h62dcd97_0
mkl 2019.4-245 --> 2020.1-216
mkl_fft 1.0.15-py37h14836fe_0 --> 1.1.0-py37h45dec08_0
mkl_random 1.1.0-py37h675688f_0 --> 1.1.1-py37h47e9c7a_0
nbformat pkgs/main/win-64::nbformat-4.4.0-py37~ --> pkgs/main/noarch::nbformat-5.0.7-py_0
notebook 6.0.2-py37_0 --> 6.0.3-py37_0
numpy 1.17.3-py37h4ceb530_0 --> 1.18.5-py37h6530119_0
numpy-base 1.17.3-py37hc3f5095_0 --> 1.18.5-py37hc3f5095_0
pandoc 2.2.3.2-0 --> 2.9.2.1-0
parso 0.5.1-py_0 --> 0.7.0-py_0
pip 19.3.1-py37_0 --> 20.1.1-py37_1
prometheus_client 0.7.1-py_0 --> 0.8.0-py_0
prompt_toolkit 2.0.10-py_0 --> 3.0.5-0
protobuf 3.10.1-py37h33f27b4_0 --> 3.12.3-py37h33f27b4_0
pygments 2.4.2-py_0 --> 2.6.1-py_0
pyrsistent 0.15.6-py37he774522_0 --> 0.16.0-py37he774522_0
python 3.7.5-h8c8aaf0_0 --> 3.7.7-h81c818b_4
pywin32 223-py37hfa6e2cd_1 --> 227-py37he774522_1
pywinpty 0.5.5-py37_1000 --> 0.5.7-py37_0
pyzmq 18.1.0-py37ha925a31_0 --> 19.0.1-py37ha925a31_1
qtconsole 4.6.0-py_0 --> 4.7.5-py_0
scipy 1.3.1-py37h29ff71c_0 --> 1.5.0-py37h9439919_0
setuptools 42.0.1-py37_0 --> 47.3.1-py37_0
six pkgs/main/win-64::six-1.13.0-py37_0 --> pkgs/main/noarch::six-1.15.0-py_0
sqlite 3.30.1-he774522_0 --> 3.32.3-h2a8f88b_0
tensorboard 2.0.0-pyhb38c66f_1 --> 2.2.1-pyh532a8cf_0
tornado 6.0.3-py37he774522_0 --> 6.0.4-py37he774522_1
vs2015_runtime 14.16.27012-hf0eaf9b_0 --> 14.16.27012-hf0eaf9b_2
wcwidth pkgs/main/win-64::wcwidth-0.1.7-py37_0 --> pkgs/main/noarch::wcwidth-0.2.5-py_0
wheel 0.33.6-py37_0 --> 0.34.2-py37_0
wrapt 1.11.2-py37he774522_0 --> 1.12.1-py37he774522_1
zeromq 4.3.1-h33f27b4_3 --> 4.3.2-ha925a31_2
zipp 0.6.0-py_0 --> 3.1.0-py_0
zlib 1.2.11-h62dcd97_3 --> 1.2.11-h62dcd97_4
| DEBUG menuinst_win32:__init__(199): Menu: name: 'Anaconda${PY_VER} ${PLATFORM}', prefix: 'J:\Anaconda3', env_name: 'None', mode: 'user', used_mode: 'user'
DEBUG menuinst_win32:create(323): Shortcut cmd is %windir%\System32\cmd.exe, args are ['"/K"', 'J:\\Anaconda3\\Scripts\\activate.bat', 'J:\\Anaconda3']
DEBUG menuinst_win32:__init__(199): Menu: name: 'Anaconda${PY_VER} ${PLATFORM}', prefix: 'J:\Anaconda3', env_name: 'None', mode: 'user', used_mode: 'user'
DEBUG menuinst_win32:create(323): Shortcut cmd is %windir%\System32\WindowsPowerShell\v1.0\powershell.exe, args are ['-ExecutionPolicy', 'ByPass', '-NoExit', '-Command', '"& \'J:\\Anaconda3\\shell\\condabin\\conda-hook.ps1\' ; conda activate \'J:\\Anaconda3\' "']
/ DEBUG menuinst_win32:__init__(199): Menu: name: 'Anaconda${PY_VER} ${PLATFORM}', prefix: 'J:\Anaconda3', env_name: 'None', mode: 'user', used_mode: 'user'
DEBUG menuinst_win32:create(323): Shortcut cmd is J:\Anaconda3\pythonw.exe, args are ['J:\\Anaconda3\\cwp.py', 'J:\\Anaconda3', 'J:\\Anaconda3\\pythonw.exe', 'J:\\Anaconda3\\Scripts\\spyder-script.py']
DEBUG menuinst_win32:create(323): Shortcut cmd is J:\Anaconda3\python.exe, args are ['J:\\Anaconda3\\cwp.py', 'J:\\Anaconda3', 'J:\\Anaconda3\\python.exe', 'J:\\Anaconda3\\Scripts\\spyder-script.py', '--reset']
done
C:\WINDOWS\system32>
'진행 프로젝트 > [진행] Tensorflow2 &amp;amp;amp;quot;해볼까?&amp;amp;amp;quot;' 카테고리의 다른 글
| 제 블로그에서 찾으려고 여러 코드/로그 저장합니다. (큰 의미없음) (0) | 2020.08.10 |
|---|---|
| cat vs dog old ver. & (0) | 2020.07.01 |
| opencv 궁합 맞는 아이들 (0) | 2020.07.01 |
| tensorflow 2.2 installation (0) | 2020.07.01 |
| 텐서 GPU ㅎㄷ ㄷ (0) | 2020.07.01 |