Shaowei Su shaowei-su

Reading SBT Credentials from OS X Keychain

In the following, replace the REPO_NAME value with the natural-language name of your repository, replace REPOSITORY with the domain name (e.g. repo1.maven.org) and replace USERNAME with your repository user.

credentials += {
  val Password = """.*password: "([^"]+)".*""".r
  var lines: String = ""
  val logger = new ProcessLogger {
 def info(s: =&gt; String) = {}

System Design Cheatsheet

Picking the right architecture = Picking the right battles + Managing trade-offs

Basic Steps

Clarify and agree on the scope of the system

User cases (description of sequences of events that, taken together, lead to a system doing something useful)
- Who is going to use it?
- How are they going to use it?

In this article, I will share some of my experience on installing NVIDIA driver and CUDA on Linux OS. Here I mainly use Ubuntu as example. Comments for CentOS/Fedora are also provided as much as I can.

Steps to Install Anaconda on Windows Ubuntu Terminal

Install WSL (Ubuntu for Windows - can be found in Windows Store). I recommend the latest version (I'm using 18.04) because there are some bugs they worked out during 14/16 (microsoft/WSL#785)
Go to https://repo.continuum.io/archive to find the list of Anaconda releases
Select the release you want. I have a 64-bit computer, so I chose the latest release ending in x86_64.sh. If I had a 32-bit computer, I'd select the x86.sh version. If you accidentally try to install the wrong one, you'll get a warning in the terminal. I chose `Anaconda3-5.2.0-Li

	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

	# post_loc.txt contains the json you want to post
	# -p means to POST it
	# -H adds an Auth header (could be Basic or Token)
	# -T sets the Content-Type
	# -c is concurrent clients
	# -n is the number of requests to run in the test

	ab -p post_loc.txt -T application/json -H 'Authorization: Token abcd1234' -c 10 -n 2000 http://example.com/api/v1/locations/

	"""
	Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy)
	BSD License
	"""
	import numpy as np

	# data I/O
	data = open('input.txt', 'r').read() # should be simple plain text file
	chars = list(set(data))
	data_size, vocab_size = len(data), len(chars)

	Latency Comparison Numbers
	--------------------------
	L1 cache reference/hit 1.5 ns 4 cycles
	Floating-point add/mult/FMA operation 1.5 ns 4 cycles
	L2 cache reference/hit 5 ns 12 ~ 17 cycles
	Branch mispredict 6 ns 15 ~ 20 cycles
	L3 cache hit (unshared cache line) 16 ns 42 cycles
	L3 cache hit (shared line in another core) 25 ns 65 cycles
	Mutex lock/unlock 25 ns
	L3 cache hit (modified in another core) 29 ns 75 cycles

	import boto3

	def pull_s3_prefix(dst_dir, bucket, prefix):
	client = boto3.client('s3')
	resource = boto3.resource('s3')
	download_dir(client, resource, prefix, prefix, dst_dir, bucket)

	def download_dir(client, resource, prefix, start_prefix, local, bucket ):
	paginator = client.get_paginator('list_objects')
	for result in paginator.paginate(Bucket=bucket, Delimiter='/', Prefix=prefix):

Shaowei Su shaowei-su

Reading SBT Credentials from OS X Keychain

System Design Cheatsheet

Basic Steps

Table of Contents

How to reopen a pull-request after a force-push?

Precodinitions

Instructions

Steps to Install Anaconda on Windows Ubuntu Terminal