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CIDR (Classless Inter-Domain Routing) notation is a compact method for specifying IP address ranges andnetwork masks.It is widely used innetwork configuration and management. An IP address consists of 4 octets, each containing 8 bits that represent values from 0 to 255. In CIDR notation, a forward slash (/) followed by a number indicates the length of thenetwork prefix in bits. This prefix len
Here is the tentative schedule of lectures and due dates. The lecturenotes and paper questions for future dates are copies from previous years, and may change.
Pickle Scanning Pickle is a widely used serialization format in ML. Most notably,it is the default format forPyTorch model weights. There are dangerous arbitrary code execution attacks that can be perpetrated when you load a pickle file. We suggest loading models from users and organizations you trust, relying on signed commits, and/or loading models from TF or Jax formats with the from_tf=True
Comparing Floating Point Numbers, 2012 EditionForecast for randomascii:programming,techtopics, with a chance of unicycling This post is a more carefully thought out and peer reviewed version of a floating-point comparison article I wrote many years ago. This one givessolid advice and some surprisingobservations about the tricky subject of comparing floating-point numbers. A compilable source file with license is available. We’ve finally
Due to roundingerrors, most floating-point numbers end up being slightly imprecise. As long as this imprecision stays small,it can usually be ignored. However,it also means that numbers expected to be equal (e.g. when calculating the same result through different correct methods) often differ slightly, and asimple equality test fails. For example: float a = 0.15 + 0.15 float b = 0.1 + 0.2 if(a
DreamBooth: Fine TuningText-to-Image Diffusion Models for Subject-Driven Generation Nataniel Ruiz Yuanzhen Li Varun Jampani Yael Pritch Michael Rubinstein Kfir AbermanGoogle ResearchIt’s like a photo booth, but once the subject is captured,it can be synthesized wherever your dreams take you… [Paper] (new!) [Dataset] [BibTeX] Abstract Largetext-to-image models achieved a remarkable leap in the
This leadingtextbook provides a comprehensive introduction to the fields of pattern recognition andmachine learning.It isaimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners. No previous knowledge of pattern recognition ormachine learning concepts is assumed. This is the firstmachine learningtextbook to include a comprehensive coverage of rec
This page collects my writing about the 🦎Zigprogramming language. Compiler Internals An introduction to the internals of theZig compiler. The articles currently cover an introduction of most of the compiler "frontend" -- the process from source code tojust prior tomachine code generation.Note: These are the internals for the self-hosted compiler, also known as the "stage2" compiler. At the
Rob Pike February 21, 1989 Introduction Kernighan and Plauger's The Elements ofProgramming Style was an important and rightly influential book. But sometimes I feelits concise rules were taken as a cookbook approach togood style instead of the succinct expression of a philosophy they were meant to be. If the book claims that variable names should be chosen meaningfully, doesn'tit then follow
Posted by Shanee Nishry, Game Developer Advocate To improve game performance, we’d like to highlight aprogramming paradigm that will help you maximize yourCPU potential, make your game more efficient, and code smarter. Before we get into detail of data-orientedprogramming, let’s explain the problemsit solves and common pitfalls for programmers. Memory The first thing a programmer must understa
Preface: In this regularly but rarely updated article, which is without doubt the most comprehensive list ofLinux distributions' problems on the entire Internet, we only discuss their main problems and shortcomings (which may be the reason why some people sayLinux distros are not ready for the desktop) while everyone should keep in mind that there are areas whereLinux hasexcelled other OSes: e
Date: July 11, 2021 | Estimated Reading Time: 32 min | Author: Lilian Weng [Updated on 2021-09-19: Highly recommend thisblog post on score-based generative modeling by Yang Song (author of several key papers in the references)]. [Updated on2022-08-27: Added classifier-freeguidance, GLIDE, unCLIP and Imagen. [Updated on2022-08-31: Added latent diffusion model. [Updated on 2024-04-13: Added prog
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