TensorBoard do not show results

[863zq]

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=8, releaselevel='final', serial=0)
INFO: os.name: posix
INFO: os.uname(): posix.uname_result(sysname='Linux', nodename='MateStation', release='5.10.16.3-microsoft-standard-WSL2', version='#1 SMP Fri Apr 2 22:23:49 UTC 2021', machine='x86_64')
INFO: sys.getwindowsversion(): N/A

--- check: package_management
INFO: has conda-meta: True
INFO: $VIRTUAL_ENV: None

--- check: installed_packages
Traceback (most recent call last):
  File "/home/frank/miniconda3/lib/python3.8/runpy.py", line 194, in _run_module_as_main
    return _run_code(code, main_globals, None,
  File "/home/frank/miniconda3/lib/python3.8/runpy.py", line 87, in _run_code
    exec(code, run_globals)
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/__main__.py", line 21, in <module>
    from pip._internal.cli.main import main as _main
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/cli/main.py", line 8, in <module>
    from pip._internal.cli.autocompletion import autocomplete
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/cli/autocompletion.py", line 9, in <module>
    from pip._internal.cli.main_parser import create_main_parser
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/cli/main_parser.py", line 7, in <module>
    from pip._internal.cli import cmdoptions
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/cli/cmdoptions.py", line 22, in <module>
    from pip._internal.cli.progress_bars import BAR_TYPES
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/cli/progress_bars.py", line 9, in <module>
    from pip._internal.utils.logging import get_indentation
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/utils/logging.py", line 14, in <module>
    from pip._internal.utils.misc import ensure_dir
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/utils/misc.py", line 29, in <module>
    from pip._internal.locations import get_major_minor_version, site_packages, user_site
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/locations/__init__.py", line 9, in <module>
    from . import _distutils, _sysconfig
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/locations/_sysconfig.py", line 8, in <module>
    from pip._internal.exceptions import InvalidSchemeCombination, UserInstallationInvalid
ImportError: cannot import name 'InvalidSchemeCombination' from 'pip._internal.exceptions' (/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/exceptions.py)
Traceback (most recent call last):
  File "diagnose_tensorboard.py", line 522, in main
    suggestions.extend(check())
  File "diagnose_tensorboard.py", line 179, in installed_packages
    freeze = pip(["freeze", "--all"]).decode("utf-8").splitlines()
  File "diagnose_tensorboard.py", line 103, in pip
    return subprocess.check_output(command)
  File "/home/frank/miniconda3/lib/python3.8/subprocess.py", line 415, in check_output
    return run(*popenargs, stdout=PIPE, timeout=timeout, check=True,
  File "/home/frank/miniconda3/lib/python3.8/subprocess.py", line 516, in run
    raise CalledProcessError(retcode, process.args,
subprocess.CalledProcessError: Command '['/home/frank/miniconda3/bin/python', '-m', 'pip', '--disable-pip-version-check', 'freeze', '--all']' returned non-zero exit status 1.

--- check: tensorboard_python_version
INFO: tensorboard.version.VERSION: '2.5.0'

--- 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: data server binary: '/home/frank/.local/lib/python3.8/site-packages/tensorboard_data_server/bin/server'
INFO: data server binary version: b'rustboard 0.6.1'

--- check: tensorboard_binary_path
INFO: which tensorboard: b'/home/frank/.local/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(): 'MateStation.localdomain'

--- check: stat_tensorboardinfo
INFO: directory: /tmp/.tensorboard-info
INFO: os.stat(...): os.stat_result(st_mode=16895, st_ino=137912, st_dev=2080, st_nlink=2, st_uid=1000, st_gid=1001, st_size=4096, st_atime=1623996563, st_mtime=1624019968, st_ctime=1624019968)
INFO: mode: 0o40777

--- check: source_trees_without_genfiles
INFO: tensorboard_roots (1): ['/home/frank/.local/lib/python3.8/site-packages']; bad_roots (0): []

--- check: full_pip_freeze
Traceback (most recent call last):
  File "/home/frank/miniconda3/lib/python3.8/runpy.py", line 194, in _run_module_as_main
    return _run_code(code, main_globals, None,
  File "/home/frank/miniconda3/lib/python3.8/runpy.py", line 87, in _run_code
    exec(code, run_globals)
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/__main__.py", line 21, in <module>
    from pip._internal.cli.main import main as _main
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/cli/main.py", line 8, in <module>
    from pip._internal.cli.autocompletion import autocomplete
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/cli/autocompletion.py", line 9, in <module>
    from pip._internal.cli.main_parser import create_main_parser
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/cli/main_parser.py", line 7, in <module>
    from pip._internal.cli import cmdoptions
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/cli/cmdoptions.py", line 22, in <module>
    from pip._internal.cli.progress_bars import BAR_TYPES
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/cli/progress_bars.py", line 9, in <module>
    from pip._internal.utils.logging import get_indentation
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/utils/logging.py", line 14, in <module>
    from pip._internal.utils.misc import ensure_dir
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/utils/misc.py", line 29, in <module>
    from pip._internal.locations import get_major_minor_version, site_packages, user_site
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/locations/__init__.py", line 9, in <module>
    from . import _distutils, _sysconfig
  File "/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/locations/_sysconfig.py", line 8, in <module>
    from pip._internal.exceptions import InvalidSchemeCombination, UserInstallationInvalid
ImportError: cannot import name 'InvalidSchemeCombination' from 'pip._internal.exceptions' (/home/frank/miniconda3/lib/python3.8/site-packages/pip/_internal/exceptions.py)
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 489, in full_pip_freeze
    "pip freeze --all:\n%s", pip(["freeze", "--all"]).decode("utf-8")
  File "diagnose_tensorboard.py", line 103, in pip
    return subprocess.check_output(command)
  File "/home/frank/miniconda3/lib/python3.8/subprocess.py", line 415, in check_output
    return run(*popenargs, stdout=PIPE, timeout=timeout, check=True,
  File "/home/frank/miniconda3/lib/python3.8/subprocess.py", line 516, in run
    raise CalledProcessError(retcode, process.args,
subprocess.CalledProcessError: Command '['/home/frank/miniconda3/bin/python', '-m', 'pip', '--disable-pip-version-check', 'freeze', '--all']' returned non-zero exit status 1.

Next steps

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Issue description

TensorBoard not showing results on my computer. What's more, no error information is given.
I used to use tensorboard 2.4.1, there was no problem. But when I upgraded to 2.5.0 this morning, the problem happened. However, when I tried to downgrade to 2.4.1, I still had this problem.
I have checked the log files using tensorboard --inspect --logdir. There is nothing wrong in log files.

[stephanwlee]

Hi there, it looks like there is some error when generating diagnostic. Would you be able to run pip freeze | grep tensorboard manually and supply the result here?

I suspect there is a significant error on the Python side and TensorBoard being empty is a byproduct of that error. If my suspicion is correct, would you be able to also provide what errors it may be raising?

IIRC, pip and other Python package managers are not great at cleaning up resources so if you can do equivalent of pip uninstall tensorboard in conda and reinstall, it may work as intended.

[863zq]

pip freeze | grep tensorboard

tensorboard==2.5.0
tensorboard-data-server==0.6.1
tensorboard-plugin-profile==2.4.0
tensorboard-plugin-wit==1.8.0
tensorboardX==2.2

[stephanwlee]

Thanks for that. Nothing looks too suspicious there. Would you mind trying pip uninstall tensorboard && pip install tensorboard? That's my best guess now :(

[863zq]

I have tried pip uninstall tensorboard && pip install tensorboard
But it doesn't work

[stephanwlee]

Does the TensorBoard on your terminal or your browser show any tangible error? Would you have a log directory that you can share?

[863zq]

The log on terminal is as follows:

TensorFlow installation not found - running with reduced feature set.

NOTE: Using experimental fast data loading logic. To disable, pass
    "--load_fast=false" and report issues on GitHub. More details:
    https://github.com/tensorflow/tensorboard/issues/4784

I0619 09:01:55.757677 139969347970816 plugin.py:292] Monitor runs begin
Serving TensorBoard on localhost; to expose to the network, use a proxy or pass --bind_all
TensorBoard 2.5.0 at http://localhost:6006/ (Press CTRL+C to quit)

The log on browser is as follows:

index.js?_file_hash=8bbeb739:27174 WARNING: Multiple instances of Three.js being imported.
(anonymous) @ index.js?_file_hash=8bbeb739:27174

This is a test file of tensorboard writer. I use pytorch 1.9.0 to write this file.
events.out.tfevents.1624065239.MateStation.31729.zip
The system I use now is Ubuntu 20.04.2 LTS (GNU/Linux 5.10.16.3-microsoft-standard-WSL2 x86_64)

[863zq]

Finally, I uninstall torch-tb-profiler 0.2.0. The problem was solved, thanks.