psybuzz
commented
4 years ago Thanks for the report. I'm not 100% sure, but it sounds like there are 2 issues?
(1) Not being able to launch TensorBoard from a Jupyter notebook, using %tensorboard --logdir={dir}
One of the TensorBoard guides has a note for Jupyter users:
If you’re using a more complicated setup, like a global Jupyter installation and kernels for different Conda/virtualenv environments, then you must ensure that the tensorboard binary is on your PATH inside the Jupyter notebook context. One way to do this is to modify the kernel_spec to prepend the environment’s bin directory to PATH, as described here.
Could you please let us know if that works?
(2) When launching TensorBoard using tensorboard --logdir {dir}', it properly opens in a web browser, but no data is found. If the logdir provided is supposed to have data, could you please try the items in this FAQ:
https://github.com/tensorflow/tensorboard/blob/master/README.md#frequently-asked-questions ?
jeugregg
wchargin
Environment information (required)
windows10 pro 64bit
Please run
diagnose_tensorboard.py(link below) in the same environment from which you normally run TensorFlow/TensorBoard, and paste the output here:'Self-diagnosis script for TensorBoard.\nInstructions: Save this script to your local machine, then execute it in\nthe same environment (virtualenv, Conda, etc.) from which you normally\nrun TensorBoard. Read the output and follow the directions.\n'
Diagnostics
Diagnostics output
`````` --- check: autoidentify INFO: diagnose_tensorboard.py source unavailable INFO: diagnose_tensorboard.py source unavailable INFO: diagnose_tensorboard.py source unavailable --- check: general INFO: sys.version_info: sys.version_info(major=3, minor=7, micro=4, releaselevel='final', serial=0) INFO: sys.version_info: sys.version_info(major=3, minor=7, micro=4, releaselevel='final', serial=0) INFO: sys.version_info: sys.version_info(major=3, minor=7, micro=4, releaselevel='final', serial=0) INFO: os.name: nt INFO: os.name: nt INFO: os.name: nt INFO: os.uname(): N/A INFO: os.uname(): N/A INFO: os.uname(): N/A INFO: sys.getwindowsversion(): sys.getwindowsversion(major=10, minor=0, build=18363, platform=2, service_pack='') INFO: sys.getwindowsversion(): sys.getwindowsversion(major=10, minor=0, build=18363, platform=2, service_pack='') INFO: sys.getwindowsversion(): sys.getwindowsversion(major=10, minor=0, build=18363, platform=2, service_pack='') --- check: package_management INFO: has conda-meta: True INFO: has conda-meta: True INFO: has conda-meta: True INFO: $VIRTUAL_ENV: None INFO: $VIRTUAL_ENV: None INFO: $VIRTUAL_ENV: None --- check: installed_packages INFO: installed: tensorboard==2.1.0 INFO: installed: tensorboard==2.1.0 INFO: installed: tensorboard==2.1.0 INFO: installed: tensorflow==2.1.0 INFO: installed: tensorflow==2.1.0 INFO: installed: tensorflow==2.1.0 INFO: installed: tensorflow-estimator==2.1.0 INFO: installed: tensorflow-estimator==2.1.0 INFO: installed: tensorflow-estimator==2.1.0 --- check: tensorboard_python_version INFO: tensorboard.version.VERSION: '2.1.0' INFO: tensorboard.version.VERSION: '2.1.0' INFO: tensorboard.version.VERSION: '2.1.0' --- check: tensorflow_python_version INFO: tensorflow.__version__: '2.1.0' INFO: tensorflow.__version__: '2.1.0' INFO: tensorflow.__version__: '2.1.0' INFO: tensorflow.__git_version__: 'unknown' INFO: tensorflow.__git_version__: 'unknown' INFO: tensorflow.__git_version__: 'unknown' --- check: tensorboard_binary_path INFO: which tensorboard: b'C:\\ProgramData\\Anaconda3\\Scripts\\tensorboard.exe\r\n' INFO: which tensorboard: b'C:\\ProgramData\\Anaconda3\\Scripts\\tensorboard.exe\r\n' INFO: which tensorboard: b'C:\\ProgramData\\Anaconda3\\Scripts\\tensorboard.exe\r\n' --- check: addrinfos socket.has_ipv6 = True socket.AF_UNSPEC =Next steps
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Issue description
Please describe the bug as clearly as possible. How can we reproduce the problem without additional resources (including external data files and proprietary Python modules)?
I've been having problems with tensorboard probably due to a unclean exit in windows10. I use the below code to launch it in Jupyter:
%load_ext tensorboard
%tensorboard --logdir={dir}
this is what I got: 'ERROR: Timed out waiting for TensorBoard to start. It may still be running as pid 24472.'
and below code in cmd window to launch TB in Chrome:
$ tensorboard --logdir {dir}'
this is what I got:
I've done some research and tried the following things: -"taskkill /im tensorboard.exe /f" to kill all live pids in command -deleted all the pid-xxxx.info files in the "%TMP%.tensorboard-info" directory. -deleted the whole "%TMP%.tensorboard-info" directly
Then I tried to change the port to 6005 by adding "--port 6005" in command window and TB could launch in Chrome under "localhost:6005. but it won't work in Jupyter.