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Author Archives: Justin Greene

CES 2020: AI in action and a “smart” future

Justin Greene
By Justin Greene
on January 9, 2020

During last year’s Consumer Electronics Show (CES), one question kept coming to mind as I walked the floor: Are we approaching the tipping point where AI truly affects most people in meaningful ways on a daily basis? I think it’s safe to say that we’ve reached that point as a result of AI integration with phones. After all, for many of us, AI improves the quality of our photography, recommends words and phrases as we text and search the web, and lets us know when to allow extra drive time because traffic is heavy.

However, for me, the most intriguing aspects of this year’s CES are the glimpses of how AI will change every area of our lives, with and without mobile devices. The show floor is jam-packed with ways to integrate AI with everything from athletic shoes to pet care to the kitchen sink. Many of these ideas are fascinating on their own, and they’re all part of a much bigger picture. The next few years will see increased AI utilization in medicine, transportation, agriculture, water and energy distribution, natural resource protection, and many more areas. Our personal smart devices will connect to smart vehicles, smart homes, smart grids, and smart cities. In the near future, CES shows won’t need AI sections because AI will be a part of everything.

At each step of this journey, people will need objective data about how well their tech can handle the demands of common AI workloads. We’re excited that AIXPRT is already becoming a go-to tool for testing inference performance on laptops, desktops, and servers. There’s much more to come with AIXPRT in 2020, along with news about XPRTs in the datacenter, so stay tuned to the blog for exciting developments in the weeks to come!

I’ll leave you with pics from three of my favorite displays at this year’s show. The first is a model of Toyota’s Woven City. Toyota announced plans to build an entire mini city on existing company land near Mount Fuji. The city will house 2,000 people and will serve as an enormous real-time lab where designers and engineers can test ubiquitous AI and sensor technology. Toyota will also design the city to be fully sustainable with the use of hydrogen fuel cells and solar panels.

The second picture shows the electric Hyundai Urban Air Mobility prototype. Hyundai is partnering with Uber on this project, and the planned vertical take-off and landing (VTOL) craft will seat five passengers plus a pilot, have a range of 60 miles, and be able to recharge in less than 10 minutes. These concepts aren’t new, but battery and material sciences technologies are progressing to the point that this one may get off the ground!

The third picture shows BrainCo’s AI Prosthetic Hand display. The hand provides amputees with new levels of dexterity compared to previous prosthetics, and it uses AI to learn from the user’s patterns of movement. The idea is that the accuracy of gestures and grips will improve over time, allowing users to accomplish tasks that are impossible with existing technology. A young man in the booth was using the hand to paint beautiful and precise Chinese calligraphy. Very cool!

Justin

Posted in AI, AIXPRT, CES, Datacenter, Future of performance evaluation, Machine learning, Mobile devices, recommender system, Trade Shows | Tagged , , , , , , |

The XPRTs in 2019: Looking back on an exciting and productive year

Justin Greene
By Justin Greene
on December 19, 2019

2019 is winding down, and we want to take this opportunity to review another exciting and productive year for the BenchmarkXPRT Development Community. Readers of our newsletter are familiar with the stats and updates we post in each month’s mailing, but we know that not all our blog readers receive the newsletter, so we’ve compiled the highlights below.

Trade shows
Earlier this year, Justin attended CES in Las Vegas and Mark travelled to MWC Barcelona. These shows help us keep up with the latest industry trends and gather insights that help to lay the groundwork for XPRT development in the years ahead.

Benchmarks
In the past year, we released MobileXPRT 3, HDXPRT 4, and AIXPRT, our new AI benchmark tool that helps you evaluate a system’s machine learning inference performance. There’s much more to come in 2020 with AIXPRT and several other projects, so expect more news about benchmark development early in the year.

Web mentions
In 2019 so far, journalists, advertisers, and analysts have referenced the XPRTs over 5,000 times, including mentions in more than 190 articles and 1,350 device reviews. This represents a more than 50% increase over 2018.

Downloads and confirmed runs
To date, we’ve had more than 24,800 benchmark downloads and 153,000 confirmed runs in 2019, increases of more than 8% and 10%, respectively, over 2018. Within the last month, our most popular benchmark, WebXPRT, passed the 500,000-run milestone! WebXPRT continues to be an industry-standard performance benchmark upon which OEM labs, vendors, and leading tech press outlets rely.

XPRT Tech Spotlight
We put 47 new devices in the XPRT Tech Spotlight throughout the year and published updated back-to-school, Black Friday, and holiday showcases to help buyers compare devices.

Media and interactive tools
We published a new XPRTs around the world infographic and an interactive AIXPRT installation package selector tool. We’ve received a lot of positive feedback about the tool. We encourage you to give it a try if you’re curious about AIXPRT but aren’t sure how to get started.

We’re thankful for everyone who used the XPRTs, joined the community, and sent questions and suggestions throughout 2019. This will be our last blog post for 2019, but there’s much more to come in 2020, including some exciting new developments. Stay tuned in early January for updates!

Justin

Posted in AIXPRT, benchmark, BenchmarkXPRT, BenchmarkXPRT development community, CES, HDXPRT 4, Mobile World Congress, MobileXPRT 3, Trade Shows, WebXPRT, XPRT Tech Spotlight | Tagged , , , , , , , |

AIXPRT’s unique development path

Justin Greene
By Justin Greene
on December 12, 2019

With four separate machine learning toolkits on their own development schedules, three workloads, and a wide range of possible configurations and use cases, AIXPRT has more moving parts than any of the XPRT benchmark tools to date. Because there are so many different components, and because we want AIXPRT to provide consistently relevant evaluation data in the rapidly evolving AI and machine learning spaces, we anticipate a cadence of AIXPRT updates in the future that will be more frequent than the schedules we’ve used for other XPRTs in the past. With that expectation in mind, we want to let AIXPRT testers know that when we release an AIXPRT update, they can expect minimized disruption, consideration for their testing needs, and clear communication.

Minimized disruption

Each AIXPRT toolkit (Intel OpenVINO, TensorFlow, NVIDIA TensorRT, and Apache MXNet) is on its own development schedule, and we won’t always have a lot of advance notice when new versions are on the way. Hypothetically, a new version of OpenVINO could release one month, and a new version of TensorRT just two months later. Thankfully, the modular nature of AIXPRT’s installation packages ensures that we won’t need to revise the entire AIXPRT suite every time a toolkit update goes live. Instead, we’ll update each package individually when necessary. This means that if you only test with a single AIXPRT package, updates to the other packages won’t affect your testing. For us to maintain AIXPRT’s relevance, there’s unfortunately no way to avoid all disruption, but we’ll work to keep it to a minimum.

Consideration for testers

As we move forward, when software compatibility issues force us to update an AIXPRT package, we may discover that the update has a significant effect on results. If we find that results from the new package are no longer comparable to those from previous tests, we’ll share the differences that we’re seeing in our lab. As always, we will use documentation and versioning to make sure that testers know what to expect and  that there’s no confusion about which package to use.

Clear communication

When we update any package, we’ll make sure to communicate any updates in the new build as clearly as possible. We’ll document all changes thoroughly in the package readmes, and we’ll talk through significant updates here in the blog. We’re also available to answer questions about AIXPRT and any other XPRT-related topic, so feel free to ask!

Justin

Posted in AI, AIXPRT, benchmark, BenchmarkXPRT, Collaborative benchmark development, Cross-platform benchmarks, Future of performance evaluation, image classification, Machine learning, OpenVINO, Performance benchmarking, TensorRT | Tagged , , , , , , , |

Planning for the next CrXPRT

Justin Greene
By Justin Greene
on December 5, 2019

We’re currently planning the next version of CrXPRT, our benchmark that evaluates the performance and battery life of Chromebooks. If you’re unfamiliar with CrXPRT, you can find out more about how it works both here in the blog and at CrXPRT.com. If you’ve used CrXPRT, we’d love to hear any suggestions you may have. What do you like or dislike about CrXPRT? What features do you hope to see in a new version?

When we begin work on a new version of any benchmark, one of our first steps is to determine whether the workloads will provide value during the years ahead. As technology and user behavior evolve, we update test content to be more relevant. One example is when we replace photos with ones that use more contemporary file resolutions and sizes.

Sometimes the changing tech landscape prompts us to remove entire workloads and add new ones. The Photo Collage workload in CrXPRT uses Portable Native Client (PNaCl) technology, for which the Chrome team will soon end support. CrXPRT 2015 has a workaround for this issue, but the best course of action for the next version of CrXPRT will be to remove this workload altogether.

The battery life test will also change. Earlier this year, we started to see unusual battery life estimates and high variance when running tests at CrXPRT’s default battery life test length of 3.5 hours, so we’ve been recommending that users perform full rundowns instead. In the next CrXPRT, the battery life test will require full rundowns.

We’ll also be revamping the CrXPRT UI to improve the look of the benchmark and make it easier to use, as we’ve done with the other recent XPRT releases.

We really do want to hear your ideas, and any feedback you send has a chance to shape the future of the benchmark. Let us know what you think!

Justin

Posted in Battery life, benchmark, Benchmarking, BenchmarkXPRT, Browser-based benchmarks, Chrome OS, Chromebooks, Collaborative benchmark development, CrXPRT, Google Chrome, Performance benchmarking | Tagged , , , , , |

HDXPRT 4 v1.2 and the HDXPRT 4 source code package are available

Justin Greene
By Justin Greene
on November 21, 2019

This week, we have good news for HDXPRT 4 testers. A few weeks ago, we discussed the fact that Adobe removed the trial version of Adobe Photoshop Elements (PSE) 2018 from the PSE download page. HDXPRT 4 used PSE 2018 for the Edit Photos scenario, so this change meant that new HDXPRT testers would not be able to successfully install and run the benchmark.

Fortunately, we were able to adapt the Edit Photos scripts to use the new trial version of PSE 2020, and have incorporated those changes in an updated HDXPRT 4 build (v1.2). It’s available for download on HDXPRT.com, along with an updated user manual. Apart from slightly different instructions for installing the trial version of PSE 2020, all aspects of the installation and test process remain the same. We tested the new build and found that individual workload and overall scores did not vary significantly, so scores from the new build will be comparable to existing HDXPRT 4 scores.

We also posted the HDXPRT 4 source code and build instructions on the HDXPRT tab in the Members’ Area (login required). If you’d like to review XPRT source code, but haven’t yet joined the community, we encourage you to join! Registration is quick and easy, and if you work for a company or organization with an interest in benchmarking, you can join for free. Simply fill out the form with your company e-mail address and select the option to be considered for a free membership. We’ll contact you to verify the address and then activate your membership.

We apologize to HDXPRT testers for the inconvenience over the last several weeks, and we thank you for your patience while we worked on a solution. If you have any questions about HDXPRT or the community, please feel free to ask!

Justin

Posted in BenchmarkXPRT, BenchmarkXPRT development community, HDXPRT, HDXPRT 4, HDXPRT capabilities, HDXPRT release cycle, HDXPRT source code, HDXPRT workloads, Windows, Windows 10 | Tagged , , , , , |

The XPRT Spotlight Black Friday Showcase helps you shop with confidence

Justin Greene
By Justin Greene
on November 14, 2019

Black Friday and Cyber Monday are almost here, and you may be feeling overwhelmed by the sea of tech gifts to choose from. The XPRTs are here to help. We’ve gathered the product specs and performance facts for some of the hottest tech devices in one convenient place—the XPRT Spotlight Black Friday Showcase. The Showcase is a free shopping tool that provides side-by-side comparisons of some of the season’s most popular smartphones, laptops, Chromebooks, tablets, and PCs. It helps you make informed buying decisions so you can shop with confidence this holiday season.

Want to know how the Google Pixel 4 stacks up against the Apple iPhone 11 or Samsung Galaxy Note10 in web browsing performance or screen size? Simply select any two devices in the Showcase and click Compare. You can also search by device type if you’re interested in a specific form factor such as consoles or tablets.

The Showcase doesn’t go away after Black Friday. We’ll rename it the XPRT Holiday Showcase and continue to add devices such as the Microsoft Surface Pro X throughout the shopping season. Be sure to check back in and see how your tech gifts measure up.

If this is the first you’ve heard about the XPRT Tech Spotlight, here’s a little background. Our hands-on testing process equips consumers with accurate information about how devices function in the real world. We test devices using our industry-standard BenchmarkXPRT tools: WebXPRT, MobileXPRT, TouchXPRT, CrXPRT, BatteryXPRT, and HDXPRT. In addition to benchmark results, we include photographs, specs, and prices for all products. New devices come online weekly, and you can browse the full list of almost 200 that we’ve featured to date on the Spotlight page.

If you represent a device vendor and want us to feature your product in the XPRT Tech Spotlight, please visit the website for more details.

Justin

Posted in BenchmarkXPRT, Chromebooks, Cross-platform benchmarks, HDXPRT, Laptops, Mobile devices, MobileXPRT, Performance benchmarking, Performance of computing devices, Performance testing on tablets, Tablets, TouchXPRT, WebXPRT, XPRT Tech Spotlight |

Check out the other XPRTs:

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