tensorflow / tensorflow/tensorboard
Added images are broken and then discarded
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@bmd3k is already working on this.
Since Apr 21, 2021.
core:frontend
plugin:images
theme:performance
theme:ui-polish
type:docs
type:feature
- Dominant language
- TypeScript
- Stars
- 7.2k
- Forks
- 1.7k
- Avg merge
- 4d 22h
- Merged PRs (30d)
- 1
Description
Environment information (required)
Diagnostics
Diagnostics output
--- check: autoidentify
INFO: diagnose_tensorboard.py version e43767ef2b648d0d5d57c00f38ccbd38390e38da
--- check: general
INFO: sys.version_info: sys.version_info(major=3, minor=8, micro=5, releaselevel='final', serial=0)
INFO: os.name: posix
INFO: os.uname(): posix.uname_result(sysname='Linux', nodename='philipp', release='5.8.0-50-generic', version='#56~20.04.1-Ubuntu SMP Mon Apr 12 21:46:35 UTC 2021', machine='x86_64')
INFO: sys.getwindowsversion(): N/A
--- check: package_management
INFO: has conda-meta: False
INFO: $VIRTUAL_ENV: 'path/to/my/venv'
--- check: installed_packages
INFO: installed: tensorboard==2.4.1
WARNING: no installation among: ['tensorflow', 'tensorflow-gpu', 'tf-nightly', 'tf-nightly-2.0-preview', 'tf-nightly-gpu', 'tf-nightly-gpu-2.0-preview']
WARNING: no installation among: ['tensorflow-estimator', 'tensorflow-estimator-2.0-preview', 'tf-estimator-nightly']
--- check: tensorboard_python_version
INFO: tensorboard.version.VERSION: '2.4.1'
--- check: tensorflow_python_version
Traceback (most recent call last):
File "diagnose_tensorboard.py", line 522, in main
suggestions.extend(check())
File "diagnose_tensorboard.py", line 75, in wrapper
result = fn()
File "diagnose_tensorboard.py", line 278, in tensorflow_python_version
import tensorflow as tf
ModuleNotFoundError: No module named 'tensorflow'
--- check: tensorboard_data_server_version
INFO: no data server installed
--- check: tensorboard_binary_path
INFO: which tensorboard: b'/path/to/my/venv/bin/tensorboard\n'
--- check: addrinfos
socket.has_ipv6 = True
socket.AF_UNSPEC = <AddressFamily.AF_UNSPEC: 0>
socket.SOCK_STREAM = <SocketKind.SOCK_STREAM: 1>
socket.AI_ADDRCONFIG = <AddressInfo.AI_ADDRCONFIG: 32>
socket.AI_PASSIVE = <AddressInfo.AI_PASSIVE: 1>
Loopback flags: <AddressInfo.AI_ADDRCONFIG: 32>
Loopback infos: [(<AddressFamily.AF_INET6: 10>, <SocketKind.SOCK_STREAM: 1>, 6, '', ('::1', 0, 0, 0)), (<AddressFamily.AF_INET: 2>, <SocketKind.SOCK_STREAM: 1>, 6, '', ('127.0.0.1', 0))]
Wildcard flags: <AddressInfo.AI_PASSIVE: 1>
Wildcard infos: [(<AddressFamily.AF_INET: 2>, <SocketKind.SOCK_STREAM: 1>, 6, '', ('0.0.0.0', 0)), (<AddressFamily.AF_INET6: 10>, <SocketKind.SOCK_STREAM: 1>, 6, '', ('::', 0, 0, 0))]
--- check: readable_fqdn
INFO: socket.getfqdn(): 'philipp'
--- check: stat_tensorboardinfo
INFO: directory: /tmp/.tensorboard-info
INFO: os.stat(...): os.stat_result(st_mode=16895, st_ino=4064016, st_dev=66311, st_nlink=2, st_uid=1000, st_gid=1000, st_size=4096, st_atime=1618906884, st_mtime=1618906884, st_ctime=1618906884)
INFO: mode: 0o40777
--- check: source_trees_without_genfiles
INFO: tensorboard_roots (1): ['/path/to/my/venv/lib/python3.8/site-packages']; bad_roots (0): []
--- check: full_pip_freeze
INFO: pip freeze --all:
absl-py==0.12.0
actionlib==1.13.2
angles==1.9.13
argon2-cffi==20.1.0
async-generator==1.10
attrs==20.3.0
backcall==0.2.0
bleach==3.3.0
bondpy==1.8.6
cachetools==4.2.1
catkin==0.8.9
certifi==2020.12.5
cffi==1.14.5
chardet==4.0.0
cv-bridge==1.15.0
cycler==0.10.0
Cython==0.29.22
DBSCANPP==1.0
decorator==4.4.2
defusedxml==0.7.1
diagnostic-analysis==1.10.3
diagnostic-common-diagnostics==1.10.3
diagnostic-updater==1.10.3
dynamic-reconfigure==1.7.1
entrypoints==0.3
gencpp==0.6.5
geneus==3.0.0
genlisp==0.4.18
genmsg==0.5.16
gennodejs==2.0.2
genpy==0.6.14
google-auth==1.29.0
google-auth-oauthlib==0.4.4
grpcio==1.37.0
h5py==3.2.1
idna==2.10
imageio==2.9.0
interactive-markers==1.12.0
ipykernel==5.5.0
ipython==7.21.0
ipython-genutils==0.2.0
ipywidgets==7.6.3
jedi==0.18.0
Jinja2==2.11.3
joblib==1.0.1
joint-state-publisher==1.15.0
joint-state-publisher-gui==1.15.0
jsonschema==3.2.0
jupyter==1.0.0
jupyter-client==6.1.12
jupyter-console==6.3.0
jupyter-contrib-core==0.3.3
jupyter-contrib-nbextensions==0.5.1
jupyter-core==4.7.1
jupyter-highlight-selected-word==0.2.0
jupyter-latex-envs==1.4.6
jupyter-nbextensions-configurator==0.4.1
jupyterlab-pygments==0.1.2
jupyterlab-widgets==1.0.0
kiwisolver==1.3.1
laser-geometry==1.6.7
lxml==4.6.2
Markdown==3.3.4
MarkupSafe==1.1.1
matplotlib==3.4.1
message-filters==1.15.9
mistune==0.8.4
mlxtend==0.18.0
nbclient==0.5.3
nbconvert==6.0.7
nbformat==5.1.2
nest-asyncio==1.5.1
networkx==2.5
notebook==6.3.0
numpy==1.20.2
oauthlib==3.1.0
packaging==20.9
pandas==1.2.4
pandocfilters==1.4.3
parso==0.8.1
pexpect==4.8.0
pickleshare==0.7.5
Pillow==8.1.2
pip==21.0.1
pkg-resources==0.0.0
plotly==4.14.3
prometheus-client==0.9.0
prompt-toolkit==3.0.17
protobuf==3.15.8
ptyprocess==0.7.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycparser==2.20
Pygments==2.8.1
PyOpenGL==3.1.5
pyparsing==2.4.7
PyQt5==5.15.4
PyQt5-Qt5==5.15.2
PyQt5-sip==12.8.1
PyQt5-stubs==5.15.2.0
pyqtgraph==0.12.1
pyrsistent==0.17.3
python-dateutil==2.8.1
python-qt-binding==0.4.3
pytz==2021.1
PyWavelets==1.1.1
PyYAML==5.4.1
pyzmq==22.0.3
qt-dotgraph==0.4.2
qt-gui==0.4.2
qt-gui-cpp==0.4.2
qt-gui-py-common==0.4.2
qtconsole==5.0.3
QtPy==1.9.0
requests==2.25.1
requests-oauthlib==1.3.0
resource-retriever==1.12.6
retrying==1.3.3
rosbag==1.15.9
rosboost-cfg==1.15.7
rosclean==1.15.7
roscreate==1.15.7
rosgraph==1.15.9
roslaunch==1.15.9
roslib==1.15.7
roslint==0.12.0
roslz4==1.15.9
rosmake==1.15.7
rosmaster==1.15.9
rosmsg==1.15.9
rosnode==1.15.9
rosparam==1.15.9
rospy==1.15.9
rosservice==1.15.9
rostest==1.15.9
rostopic==1.15.9
rosunit==1.15.7
roswtf==1.15.9
rqt-action==0.4.9
rqt-bag==0.5.1
rqt-bag-plugins==0.5.1
rqt-console==0.4.11
rqt-dep==0.4.10
rqt-graph==0.4.14
rqt-gui==0.5.2
rqt-gui-py==0.5.2
rqt-image-view==0.4.16
rqt-launch==0.4.9
rqt-logger-level==0.4.11
rqt-moveit==0.5.9
rqt-msg==0.4.9
rqt-nav-view==0.5.7
rqt-plot==0.4.13
rqt-pose-view==0.5.10
rqt-publisher==0.4.9
rqt-py-common==0.5.2
rqt-py-console==0.4.9
rqt-reconfigure==0.5.3
rqt-robot-dashboard==0.5.8
rqt-robot-monitor==0.5.13
rqt-robot-steering==0.5.12
rqt-runtime-monitor==0.5.8
rqt-rviz==0.6.1
rqt-service-caller==0.4.9
rqt-shell==0.4.10
rqt-srv==0.4.8
rqt-tf-tree==0.6.2
rqt-top==0.4.9
rqt-topic==0.4.12
rqt-web==0.4.9
rsa==4.7.2
rviz==1.14.5
scikit-image==0.18.1
scikit-learn==0.24.1
scipy==1.6.1
Send2Trash==1.5.0
sensor-msgs==1.13.1
setuptools==54.1.1
six==1.15.0
sklearn==0.0
smach==2.5.0
smach-ros==2.5.0
smclib==1.8.6
tensorboard==2.4.1
tensorboard-plugin-wit==1.8.0
terminado==0.9.2
testpath==0.4.4
tf==1.13.2
tf-conversions==1.13.2
tf2-geometry-msgs==0.7.5
tf2-kdl==0.7.5
tf2-py==0.7.5
tf2-ros==0.7.5
threadpoolctl==2.1.0
tifffile==2021.3.5
topic-tools==1.15.9
torch==1.8.1+cu111
torchaudio==0.8.1
torchvision==0.9.1+cu111
tornado==6.1
traitlets==5.0.5
typing-extensions==3.7.4.3
urllib3==1.26.4
wcwidth==0.2.5
webencodings==0.5.1
Werkzeug==1.0.1
wheel==0.36.2
widgetsnbextension==3.5.1
xacro==1.14.6
Issue description
When I add images to tensorboard, many of them are shown as broken like this:
Upon reloading, these images are simply discarded, and the slider skips those steps. Here is a MWE:
import time
import torch
import torch.utils.tensorboard as tensorboard
writer = tensorboard.SummaryWriter("runs/" + str(time.time()))
for i in range(100):
writer.add_image(f"test", torch.rand((400, 32, 3)), global_step=i, dataformats="WHC")
time.sleep(1)
Edit: Looking into the browser console, I can see lots of messages like this:
Failed to load resource: the server responded with a status of 404 (NOT FOUND)
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Assessment
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