@eff the thing is you never know what will pay off later so why not #compressed

#LisaKudrow is in every #Impersonation funny as #Hell and this already for #Decades. I wanna see the #compressed #Mixture of three #dumb #Trump - #Women, #destillated into one #ingenious Lisa as a #MAGA-#Sidekick. It seems #ROFL will be guaranteed.

Lisa Kudrow As MAGA Spokesperson Resurfaces: VIDEO - Comic Sands
https://www.comicsands.com/kudrow-maga-spokesperson-resurfaces

Lisa Kudrow As MAGA Spokesperson Resurfaces: VIDEO

She absolutely nailed it.

Comic Sands
if you want a gpu get a 3090 - that seems to be best advice, you want and need robust memory and document ingestion #compressed vestor db

'A Statistical Experimental Design Method for Constructing Deterministic Sensing Matrices for Compressed Sensing', by Youran Qi, Xu He, Tzu-Hsiang Hung, Peter Chien.

http://jmlr.org/papers/v25/22-0760.html

#sensing #matrices #compressed

A Statistical Experimental Design Method for Constructing Deterministic Sensing Matrices for Compressed Sensing

#Keyword is #comfortable. Why can't they 'fess up & admit having one #breast at a time #compressed in a #vice like grip is painful. We're told #tenderness & a small amount of #bruising after a #mammogram isn't usually concerning...to whom? Nice to be able to say that if you haven't just been squished.
Top off in front of strangers is bad enough but if they did something about the #painful process more #women would #attend. Improve #Xrays save more #lives.

https://www.msn.com/en-gb/health/other/nhs-issues-warning-to-two-million-people-as-invites-go-out/ar-AA1spD73?ocid=winp1taskbar&cvid=c5808038f8e24ee2f00c3f6e733f85d1&ei=5

MSN

I was just thinking again about the great #microsoft scientists behind "share screen"...."Bob, you think we should make full screen share the entire screen?......No, actually Bob, research indicates that it will be so much better if share only 1/4 of the entire #screen. Think about the bandwidth #savings for mobile! If you can't even read a word of the slides, you'll be done quicker! With only 500 shared #pixels, 10,000 users can share #compressed 1080p #video streams on a single #3G connection!
Building A Simple Compressed Air Cannon Is Easy

The world of warfare was revolutionized by the development of black powder, fireworks, cannons, and the like. You don’t need any of that chemical nonsense to just have fun, though, as this co…

Hackaday

'Compression, Generalization and Learning', by Marco C. Campi, Simone Garatti.

http://jmlr.org/papers/v24/22-0605.html

#compression #compressed #misclassification

Compression, Generalization and Learning

OK that’s probably not the best way of making #backups but it’s the only way I found that:

  • Works in pull mode
  • Only downloads changed files
  • Does not require to install script interpreters on the server (such as python)
  • Does not need to store backups on the #server

If you have a better idea on how to achieve that, please let me know. I’m open to all suggestions or enhancements.

Requirements

rsync need to be installed on the server and on the client. For Debian based distros:

sudo apt-get install rsync

Then, create a snapshots folder that will contain all backups.

Targets

Create a text file containing paths of files or directories you want to backups. For example:

/etc/apache2 /etc/logrotate.d /etc/ssh/sshd_config /var/www/html /home/user/.zshrc

Let’s name this file targets.txt.

The script

Here the #rsync wrapper script I use:

#!/bin/sh set -e LAST="$(pwd)/snapshots/latest" date="$(date "+%Y-%b-%d_%T")" rsync -rlptzh --delete --progress --stats --link-dest="$LAST" --files-from=targets.txt user@myserver.tld:/ "snapshots/$date" rm -f "$LAST" ln -s "$date" $LAST

Basically, it asks rsync to download changed files into a new folder named according to the current time and to #hardlink unchanged files from the last #backup. That way, we get incremental backups but only changed files will occupies space.

At the end, the latest symlink is updated.

Drawbacks of this method

  • Backups are not stored #compressed
  • Renaming will result in duplicates (not handled by rsync)
  • There is no #deduplication between similar files
Akkoma

'On Biased Compression for Distributed Learning', by Aleksandr Beznosikov, Samuel Horváth, Peter Richtárik, Mher Safaryan.

http://jmlr.org/papers/v24/21-1548.html

#compression #sgd #compressed

On Biased Compression for Distributed Learning