bhavika

import numpy as np
from transformers import AutoTokenizer, AutoModel
from pathlib import Path
from optimum.exporters import TasksManager
from optimum.exporters.onnx import export
import onnx
from optimum.exporters.onnx import validate_model_outputs
from optimum.onnxruntime import ORTModelForFeatureExtraction
import torch

bhavika

git_current_branch () {
        local ref
        ref=$(command git symbolic-ref --quiet HEAD 2> /dev/null) 
        local ret=$? 
        if [[ $ret != 0 ]]
        then
                [[ $ret == 128 ]] && return
                ref=$(command git rev-parse --short HEAD 2> /dev/null)  || return
        fi
        echo ${ref#refs/heads/}

bhavika

Latency Comparison Numbers (~2012)
----------------------------------
L1 cache reference                           0.5 ns
Branch mispredict                            5   ns
L2 cache reference                           7   ns                      14x L1 cache
Mutex lock/unlock                           25   ns
Main memory reference                      100   ns                      20x L2 cache, 200x L1 cache
Compress 1K bytes with Zippy             3,000   ns        3 us
Send 1K bytes over 1 Gbps network       10,000   ns       10 us
Read 4K randomly from SSD*             150,000   ns      150 us          ~1GB/sec SSD

bhavika

From MySQL's docs:

• Switching Masters During Failover
• mysqlfailover — Automatic replication health monitoring and failover
• Replication with Global Transaction Identifiers
• MySQL Multi-Source Replication
• Improving Replication Performance
• Using Replication for Backups

From Facebook:

bhavika

# Sudoku Solver - Peter A. Norvig

digits = '123456789'
rows = 'ABCDEFGHI'
cols = digits

def cross(A, B):
    return [a+b for a in A for b in B]

squares = cross(rows, cols)

bhavika

Setup Instructions for Pyleargist

https://pypi.org/project/pyleargist/

Installing FFTW

Unix Instructions: http://www.fftw.org/fftw3_doc/Installation-on-Unix.html

Pyleargist setup instructions

bhavika

import argparse
import os
import shutil
import time

import torch
import torch.nn as nn
import torch.nn.parallel
import torch.backends.cudnn as cudnn
import torch.optim

bhavika

Delete all containers:
docker rm $(docker ps -a -q)

Delete all images: 
docker rmi $(docker images -q)

bhavika

Keybase proof

I hereby claim:

• I am bhavika on github.
• I am bhavika (https://keybase.io/bhavika) on keybase.
• I have a public key whose fingerprint is 9560 2C5B 4FBF F6B7 20FE CA07 8DE0 2A9A 10C5 B55F

To claim this, I am signing this object:

bhavika

tmux cheatsheet

As configured in my dotfiles.

start new:

tmux

start new with session name: