Benchmark Work | Benchmarks MLCommons

MLCommons ML benchmarks help balance the benefits and risks of AI through quantitative tools that guide responsible AI development.

MLCommons ML benchmarks help balance the benefits and risks of AI through quantitative tools that guide responsible AI development.

A deep dive into the tricks that make Neural Style Transfer work

A spatial transformer network is a specialized type of convoluted neural network, or CNN, used to improve the clarity of an object in an image.
How one instrument went from being the backbone of American popular music to being a punchline in a joke about the ’80s.
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Networks regulate everything from ant colonies and middle schools to epidemics and the internet. Here’s how they work.

See how brands can re-imagine the post-purchase experience to create loyal customers globally.

New advances in DNA technology — and new databases allowing law-enforcement searches — means more unsolved murder cases are being closed.

We should invest at least as much time in understanding our customers as we do in optimizing our product development process.
Each generation revises his myth. Here’s the true story.

Over 1000 legal terms defined in simple, everyday language. We cut out the legalese so anyone can make sense of their agreements, contracts, and documents!
French mathematician Évariste Galois lived a full life. When he wasn't trying to overthrow the government, he was reinventing algebra.

The specialty streaming service has an expansive collection of masterpieces, cult classics, and more.
This article, the first in a series, discusses light-sensitive electronic devices called photodiodes and compares CCD and CMOS sensors.
219 votes, 26 comments. Hello. This is my first post in reddit I created nlp-tutoral repository who is studying NLP(Natural Language Processing)…

The Jianruiying were a small elite unit of specially selected Manchu soldiers under the Qing dynasty. They were trained to overcome rough terrain, obstacles, and rivers in order to commence special attacks towards fortifications. In some ways, they are comparable to today's…

[caption id="attachment_82071" align="alignnone" width="600"] Stan and Mardi Timm show off Johnson Smith novelties they've collected. Stan wears X-Ray Spe...

I'm re-installing MySQL (5.7.29) for Ubuntu Linux 18.04 LTS. I installed the package using apt & started the service without issue. I was not asked for a root password during the install and am...

with usage examples

NumPy is the universal standard for working with Numerical data in Python. Multidimensional NumPy arrays are extensively used in Pandas…
In this tutorial, you will learn how to connect to the PostgreSQL database server from Python using the psycopg2 package.

Canonical tags are an essential tool to prevent duplicate content in organic search results. "Canonical" in search engine parlance means the one true page out of potentially many duplicates.

When the Discovery Channel invited me to audition for its popular survival-challenge reality show, I knew it was going to be rough. What followed was one of the most intense experiences of my life.

TSMC details its 5-nanometer node for mobile and HPC applications. The process features the industry's highest density transistors with a high-mobility channel and highest-density SRAM cells.

What will it take to find the biggest missing object in our solar system?
The ones not covered in every How-to Guide

With COVID-19 making its way around the United States, archaeology throws a light on panic buying and other odd consumer behavior.
How to reduce storage size without losing information.

BERT can get you state-of-the-art results on many NLP tasks and it only takes a few lines of code.

Master these pandas functions (and methods) to shorten your code, improve performance and avoid headaches.
Learn the basics of the ultra-wideband short-range wireless protocol, a technology that can be found in cutting-edge devices.

I got a customer ticket the other day that said they weren’t worried about response time because “New Relic is showing our average response time to be sub 20...
When I landed on this new job position at EBANX one of my very first tasks was to get the top 10 issues of a Ruby on Rails app used all…
A demonstration of what can be accomplished visually through CSS-based design.
I am trying to create postgres databases for development and tests. I'm using: OSX Yosemite Rails version: 4.2.0 git version: 2.2.2 psql version: 9.4.0 ruby version: 2.1.0p0 HomeBrew version: 0.9.5
If I need a quick background pattern to spruce something up, I often think of the CSS3 Patterns Gallery. Some of those are pretty intense but remember they
Retail Analytics: Data Science for Retail

Apple may have discontinued click-wheel iPods, but a community of iPod modders resurrects them for their sound and nostalgia

How to use snorkel’s multi-class implementation to create multi-labels
[bibshow file=own_pub.bib] DEPSO [bibcite key=Zhang:2003p3816], or called DEPS, is an algorithm for (constrained) numerical optimization problem (NOP). DEPSO combines the advantages of Particle Swarm Optimization (PSO) and Differential Evolution (DE). It is incorporated into…

Learn why and how in this handy tutorial on object-oriented programming in Go.
Can you answer them all?

In a preprint paper, researchers at Johns Hopkins detail TrojAI, a framework for hardening AI models against adversarial attacks.
As a Data Scientist