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Ubuntu 22.04 add wireguad config file to network manager.

nmcli connection import type wireguard file YourConfigFile.conf

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"""
pip install ultralytics pyvirtualcam

Enable virtual camera on Linux:

modprobe v4l2loopback devices=1 max_buffers=2 exclusive_caps=1 card_label="VirtualCam"

# Remove v4l2
modprobe -r v4l2loopback
"""

kittinan

Anonymous tunnel

• Download binary https://developers.cloudflare.com/cloudflare-one/connections/connect-apps/install-and-setup/installation#linux
• run command

cloudflared tunnel --url localhost:8000

---

With your own sub domain

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Server

• run jupyter notebook

jupyter notebook

• do not forget check ssh server config /etc/ssh/sshd_config

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import tensorflow.compat.v2 as tf
import tensorflow_datasets as tfds

tf.enable_v2_behavior()

(ds_train, ds_test), ds_info = tfds.load(
    'mnist',
    split=['train', 'test'],
    shuffle_files=True,
    as_supervised=True,

kittinan

# pip install -U selenium

from selenium import webdriver 
from selenium.webdriver.chrome.options import Options

chrome_options = Options()
chrome_options.add_argument("--disable-extensions")
chrome_options.add_argument("--window-size=1920,1080")
#chrome_options.add_argument("--disable-gpu")
#chrome_options.add_argument("--no-sandbox") # linux only

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kittinan

from tqdm.autonotebook import tqdm
from concurrent.futures import ThreadPoolExecutor, ProcessPoolExecutor, wait, as_completed

import multiprocessing
import time


def run_multiple_process(func, params=[], num_cpu=None, verbose=True):

    start_time = time.time()

kittinan

Fix Tensorflow 2.X Keras Error

If you install correct Tensorflow, cuDNN and CUDA Toolkit version and got this error message.

Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.

Try to Add this code below before import your tensorflow

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#!/bin/bash
# Run as root

fallocate -l 1G /swapfile
chmod 600 /swapfile
mkswap /swapfile
swapon /swapfile
echo "/swapfile swap swap defaults 0 0" >> /etc/fstab
sysctl vm.swappiness=10
echo "vm.swappiness=10" >> /etc/sysctl.conf