can not pick up the most recent log, graph and profile

[Ellen-Gu]

Environment data

• VS Code version: 1.88.1
• Jupyter Extension version (available under the Extensions sidebar): v2024.3.1
• Python Extension version (available under the Extensions sidebar): v2024.4.1
• OS (Windows | Mac | Linux distro) and version: ubuntu22.04
• Python and/or Anaconda version: Python 3.11.5
• Type of virtual environment used (N/A | venv | virtualenv | conda | ...): docker container
• Jupyter server running: Local | Remote | N/A : NA, ssh login in

Expected behaviour

The refresher is set to update every 30 seconds. However, the refresher cannot pick up the new log/graph/profile after the tensorboard plugin is launched. The tensorboard running independently and outside vscode can get all updates.

Actual behaviour

The refresher tried to update ( the turning around arrow moves) but the logs etc after the lauching keep missing.

Steps to reproduce:

[NOTE: Self-contained, minimal reproducing code samples are extremely helpful and will expedite addressing your issue]

1. test code to get graph/profile for a tf.function:

import tensorflow as tf, numpy as np

@tf.function
def my_func(x):
y = x * x
z = tf.sqrt(y)
return z
x = tf.constant([1., 2., 3.])
y = my_func(x)

writer = tf.summary.create_file_writer('/home/sharedspace/test/log')
with writer.as_default():
tf.keras.backend.set_learning_phase(0) # Make sure we're in evaluation mode
tf.summary.trace_on(graph=True, profiler=True)
y = my_func(x)
tf.summary.trace_export('my_func_graph',profiler_outdir='/home/sharedspace/test/log', step=0) #, profile_timeline=False

#!tensorboard --logdir "/home/sharedspace/test/log" --bind_all
#no need above. from now on use vscode's Tensorboard plugin <-- navigate to the folder if not current folder

#In a new cell call the following magic, or ctrl+shift+p to select Python: Launch TensorBoard
%load_ext tensorboard