Groverkss

#!/bin/bash

# Usage: cas-get.sh {url} {username} {password} # If you have any errors try removing the redirects to get more information
# The service to be called, and a url-encoded version (the url encoding isn't perfect, if you're encoding complex stuff you may wish to replace with a different method)
DEST="$1"
ENCODED_DEST=`echo "$DEST" | perl -p -e 's/([^A-Za-z0-9])/sprintf("%%%02X", ord($1))/seg' | sed 's/%2E/./g' | sed 's/%0A//g'`

#IP Addresses or hostnames are fine here
CAS_HOSTNAME="login.iiit.ac.in"

Groverkss

#!/bin/python3

import re
from pprint import pprint

# Parameters
in_file = "nw-metrics"
out_file = "nw-parsed"
delimiters = '["\n ]'

Groverkss

#!/bin/bash

# Change file names here
PRIMARY=primary.ovpn
BACKUP=backup.ovpn

# Trap signal handler
trap_end() {
    sudo rm .tmp-pass
    exit

Groverkss

#!/bin/bash

# Credit: https://unix.stackexchange.com/a/397914/469786
#         https://askubuntu.com/questions/902998/how-to-check-which-tty-im-currently-using
#           
# This command is useful when ssh connection drops and the ssh sessions still presist.

function kssh {
  allshs=$(w | tail -n+3 | awk '{print $2}')
  curshs=$(who am i | head -n1 | awk '{print $2}')

Groverkss

• Attention
  • Section 1 : What do attention variants really look like?
    • Variant class 1 : Score modifiers (Common)
    • Variant class 2 : Quantization and Not Really Attention? (Rare)
  • Section 2 : The Math Behind Attention Codegen
    • Reduction loops in attention
    • Online Softmax?
    • Attention with online softmax:
    • Online Softmax plus Matmul?

• Attention with Online Softmax+Matmul

Groverkss

How to write MLA as MHA

Terminology:

@ := Matrix Multiplication

Example: A @ B = matmul(A, B)

.T := Transpose