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Barcelona XI vs Sevilla – Predicted lineup and team news
Barcelona will aim to extend their winning run and maintain their impressive goalscoring form ahead of the international break as they travel to face Sevilla on Saturday in their upcoming La Liga fixt...
Pensacola area Week 5 final scores
Week 5 of high school football is in the books. See who won, who lost and what's next for Pensacola area teams.
Get Week 5 Licking County football final scores
A trio of Licking County teams moved above .500 with wins on Sept. 18, and Licking Valley remained unbeaten.
Last of Us Director Apologizes to God of War Laufey Team
The Last of Us director Bruce Straley apologizes for naming God of War Laufey in his criticism of AAA innovation.
“Sweet Magnolias” canceled after 5 seasons at Netflix as star and creator reteam for new show
Creator Sheryl J. Anderson and star JoAnna Garcia Swisher are already working on a new series together.
Los Angeles Lakers Insider Shares Why Fans Should Be Optimistic
The Los Angeles Lakers have a lot of pressure on them entering this season due to the polarizing offseason moves. NBA fans, media, and players have all questioned the team’s moves and whether they can get even close to title contention. Lakers insider Jovan Buha had a different perspective and felt the team upgraded at […] The post Los Angeles Lakers Insider Shares Why Fans Should Be Optimistic appeared first on HEAVY.
New Lakers owners reportedly telling investors they expect team's value to hit $30 billion within 10 years
Packers Rookie Poised for Bigger Role After Week 1
Most of the discussion around the Green Bay Packers this week has been centered around the offense. However, the team could see a few small tweaks to the defense as well. The combination of rookie fourth-round pick Dani Dennis-Sutton looking solid in his NFL debut and Lukas Van Ness being a bit banged up this […] The post Packers Rookie Poised for Bigger Role After Week 1 appeared first on HEAVY.
Only 19,000 people have successfully reserved Valve's Steam Frame, with many still on the waitlist
Valve's Steam Frame launch is using a reservation lottery, leaving more than half of interested buyers stuck on the backorder waitlist.
Puka Nacua misses practice Friday
Puke Nacua missed practice on Friday ahead of the team's Week 2 matchup with the Giants.
Memphis ranked No. 94 in EvanMiya’s preseason ranking
Memphis basketball will begin its season in a little over a month, but as we get closer to the start of the basketball season, more preseason predictions are being released. On Friday, Evan Miya released his preseason rankings for all 365 Division I teams, and he had the Tigers ranked No. 94.
What are we watching for against Vanderbilt?
Welcome to Week 3, everyone. 1.) You get one mulligan. CJ Bailey looked like a freshman in the Virginia game, and the team overall was so bad that I have to think that it’s front of mind as they get ready for Vanderbilt—that performance was not just bad, it was embarrassing. State was DOA at […]
How to think about the AI safety debate without losing your head
Stop treating the artificial intelligence threat like a political team sport.
Player Availability Report: #SKCvPHI
Player Availability Report is SportingKC.com’s look at the latest status updates around the team ahead of upcoming matches and is presented by Saint Luke’s. All details listed are from the league’s official Player Status Report that is submitted the day prior to the match. Sporting Kansas City remains at home
Shenandoah District football scores from Friday, Sept. 18
Here's your complete high school football scoreboard for this week's games involving Shenandoah District teams.
Walter Anderson Museum of Art hosting Science Saturday
Art and science come together this weekend at the Walter Anderson Museum of Art for Science Saturday, a hands-on celebration of STEAM in conjunction with the Mississippi Science Festival. Joining us is Director of Arts and Environmental Education Sandra Bilbo with more. Categories: Community Headlines, Local News Tags: Walter Anderson museum of Art
Colorado health officials warn of possible measles exposure in Denver, Steamboat Springs
Officials from the Colorado Department of Public Health and Environment issued an alert about a possible measles exposure after a confirmed case with an unvaccinated out-of-state visitor earlier this week.
High Point Police launch mental health crisis response team
The help, outreach, prevention and engagement, or HOPE team will include a licensed social worker and two crisis counselors to better address issues like homelessness, substance use and mental health.
Bethany Children's Health Center to feature assistive technology, adapted sports at resource fair
The free event was born out of a desire to meet the needs of children with physical and intellectual disabilities and their families.
Nottingham Forest vs Coventry City: Team News, Preview & More
Everything you need to know as Nottingham Forest prepare to host Coventry City on Saturday in the Premier League.
TST Best Bets: September 18, 2026
Friday night’s college football slate features four undefeated teams looking to prove themselves against conference competition.No. 22 Houston travels to face No. 13 Texas Tech in a ranked Big 12 matchup, while No. 5 Miami visits Wake Forest for an ACC battle between 2-0 teams. With both favorites facing their toughest tests of the young season, we’re breaking down the best bet from each game.For all of your college football betting picks, here are today’s TST Best Bets, brought to you by BetOnl
United Bank hires Phil Poliquin to lead government contracting business
Phil PoliquinUnited Bank, a subsidiary of United Bankshares, Inc. (NASDAQ: UBSI), has announced that Phil Poliquin has joined the Bank as senior vice president and managing director of Government Contracting (GovCon), leading the next phase of growth for United’s GovCon business across the Bank’s footprint.United has a longstanding history of serving government contractors and meeting the dynamic banking needs of companies supporting federal, state and commercial markets. Building on that foundation, the Bank is establishing a dedicated GovCon team led by Poliquin. The new team will bring together bankers from across United's footprint under a focused strategy designed to deepen industry expertise, strengthen client relationships and expand the Bank's presence in this important market.“Government contractors operate in a complex and highly specialized environment, and Phil understands that environment from multiple perspectives,” said United Bank Chief Commercial Lending Officer Mike Proctor in a press release. “His extensive commercial banking experience, combined with more than two decades of military and government service, brings tremendous depth and expertise to our team. We’re excited to have his leadership and insight as we continue strengthening how United serves our GovCon clients across the nation’s capital and beyond.”In his new role, Poliquin will lead United’s GovCon lending strategy and a team of specialists, with a focus on deepening client relationships and expanding the Bank’s presence in the government contracting and defense sectors. He will also serve as a subject matter expert across the organization, partnering with bankers across United’s footprint to support GovCon clients and opportunities.“Government contracting has long been an important part of the economy across the Washington region, and we believe it remains an attractive sector for growth,” said United Chief Executive Officer Richard M. Adams, Jr. in a press release “As the needs of these companies continue to evolve, investing in specialized leadership strengthens our ability to build on our established presence, expand how we serve this market, and pursue new opportunities.”Poliquin has a decade of experience in commercial banking, most recently serving as executive director of Aerospace, Defense, and Government Services (ADG) commercial banking at JPMorgan Chase. In this role, he led a team responsible for providing specialized financing and treasury advice to federal government contractor companies across the nation. Previously, he also held senior leadership positions at Bank of America.Prior to his banking career, Poliquin served 24 years in the U.S. Navy, retiring at the rank of Captain in 2013. A Naval aviator, he flew more than 100 combat missions in operations around the world and served in senior leadership positions, including as commanding officer of an F/A-18 Super Hornet squadron, leading more than 250 personnel during two combat deployments. He later joined the Intelligence Community as a program manager at the National Reconnaissance Office and contributed to the development of the Navy’s unmanned aircraft system strategy.“United has a strong foundation in government contracting, and I’m excited about the opportunity to build on that foundation by expanding our industry presence, deepening relationships, and developing a team with specialized expertise focused on serving government contractors,” said Poliquin in the release. “The goal is to be a trusted resource for growth-oriented companies that need a banking partner who understands what they do, where they’re headed and can help them navigate the opportunities and complexities of this market.”Poliquin holds a bachelor’s degree in mathematics from the University of Oklahoma, a master’s degree in national security strategy from the U.S. Naval War College, and an MBA from the University of North Carolina at Chapel Hill’s Kenan-Flagler Business School.
Anthony Edwards Comments on LeBron James' Move to Philadelphia
Former Team USA teammate Anthony Edwards feels slighted that LeBron James didn't join him in Minnesota.
David Jolly launches multimillion-dollar ad buy statewide
A senior advisor says the 'team is being efficient with our time and money to get David’s change agenda out to voters.'
Cardinals’ Jeremiyah Love Shares Bold Update on Health Entering Week 2
The Arizona Cardinals had a shocking upset over the Los Angeles Chargers in Week 1. This was fueled by No. 3 pick Jeremiyah Love’s impressive debut with the team. Coming off an ankle injury, Love looked the part of a first-round pick with 50 yards from scrimmage and a touchdown, playing in less than half of […] The post Cardinals’ Jeremiyah Love Shares Bold Update on Health Entering Week 2 appeared first on HEAVY.
The Lions’ defensive problems are growing out of control
The Detroit Lions’ defensive problems are way out of hand, and the team is running out of time to fix it.
Week 3 Open Thread
Here is the place for discussion on all college football through the weekend that is not UW vs. Eastern Washington. But first, a rundown of some of the bigger games. Friday Night: Three ranked teams play on Friday night and two of the games look pretty compelling. Miami faces their first ACC road test against […]
Nottingham Forest v Coventry City: Key stats and talking points
Nottingham Forest earned their first win of the season last weekend and now face a bottom-of-the-table Coventry City side yet to score or avoid defeat since their return to the Premier League. Nottingham Forest answered Oliver Glasner's call to find the "final bit missing" when they deservedly beat Aston Villa last weekend. Head coach Glasner was referring to his team's goalscoring issues but it could just as easily apply to their troublesome home form.
Liverpool captain Virgil van Dijk reaches Netherlands national team decision
Liverpool captain Virgil van Dijk has reached a decision regarding his international career with the Netherlands, putting an end to speculation regarding the 35-year-old
Florida vs Auburn Prediction: Which Rebuild Takes the Next Step?
Things have gone well so far for Florida and Auburn under their new coaching staffs. Which team takes the next big step? Here's the CFN preview and prediction.
Zidane names first France squad as manager
After 14 years under Didier Deschamps, the France national team embarks on a new era this Friday with Zinédine Zidane at the helm.The newly appointed head coach has named his first squad for the open...
Former First-Round Pick Named Breakout Candidate for Boston Celtics
Following Jaylen Brown’s offseason departure, the Boston Celtics will need some players to step up to fill his void next season. One particular young Celtics player has been named as a breakout candidate for the team heading into the 2026-27 campaign. Hugo González Named Breakout Candidate for Boston Celtics Greg Swartz of Bleacher Report recently […] The post Former First-Round Pick Named Breakout Candidate for Boston Celtics appeared first on HEAVY.
Analytics and Data Science News for the Week of September 18; Updates from Alteryx, Databricks, Golden Analytics & More
Solutions Review Executive Editor Tim King curated this list of notable analytics and data science news for the week of September 18, 2026. Keeping tabs on all the most relevant analytics and data science news can be a time-consuming task. As a result, our editorial team aims to provide a summary of the top headlines […]
San Juan Regional Medical Center Teams with Oracle Health to Streamline Patient Flow
/PRNewswire/ -- San Juan Regional Medical Center has strengthened its clinical operations with several new Oracle Health solutions that help streamline patient...
Brentford vs Chelsea: Confirmed Starting XIs for Premier League Clash
The team news for the west London derby between Brentford and Chelsea in the Premier League is in.
Brentford and Chelsea kick off Premier League weekend's action
2026-09-18T17:46:54ZTeam news has just landed at the Gtech Community Stadium and here's how both sides are lining up2026-09-18T17:43:31ZHello and welcome to our live coverage of Friday's Premier Leagu...
KCTV Sports Huddle: Preview, predictions for Chiefs-Colts primetime matchup
The KCTV sports team gathers to answer pressing questions and predict what's to come for Chiefs-Colts this week on 'Sunday Night Football.'
Why Spurs are not finishing moves
When an attacking side accelerate play, it is common for the defending team to drop back in an urgent manner, looking to protect their goal. Omar Marmoush has tried to do this on a number of occasions but has not always been found. For Savio, it may also be a wide player struggling to pull the ball back on their weak foot.
The landscape of the playoff race for the Rangers
Looking at the final regular season nine games for the Rangers, and the teams they are battling for a playoff spot
Buffalo debate grows over O.J. Simpson at new stadium
A Buffalo group wants O.J. Simpson restored to the Bills Wall of Fame, reigniting debate over legacy, history and the team's decision.
The big losers from Zidane's first squad 🥶
Absences that already say a lot?This Friday afternoon, Zinédine Zidane unveiled his very first squad as head coach of the France national team.It featured plenty of changes, with new faces but also s...
Alabama Florida State Rematch: What’s Changed Since 2025
Alabama’s Florida State rematch comes at a time when head coach Kalen DeBoer and his team are still trying to figure out what they trust. Last year, the Seminoles defeated Alabama 31-17 by controlling the line of scrimmage and making the Crimson Tide chase the game. Now Alabama is 2-0, is ranked No.10, and is …
Can UAlbany shock Monmouth again? Inside Saturday's crucial CAA rematch
Great Danes' first-year coach Tom Perkovich is keeping his team focused on the present as they head into Saturday's rematch against Monmouth.
Dolphins coordinator has no excuses for poor special teams play
The Miami Dolphins were horrendous on special teams last week, and coordinator Chris Tabor knows there's a lot of work to be done.
Zinédine Zidane confirms Kylian Mbappé’s role as France’s captain
The question of whether he would feature in Zinédine Zidane’s first squad did not even arise, whilst the one surrounding his continued role as captain of the French national team was quickly resolv...
Indianapolis still being eyed for MLS team, but with new stadium location
City officials met with MLS executives last week in New York City, during which Indianapolis Mayor Joe Hogsett pitched an undisclosed site near Lucas Oil Stadium for a soccer-specific venue.
Training gallery: That Friday feeling!
Check out the best photos from today’s training session at the City Football Academy... Men's Team Analysing Sunderland ahead of Sunday’s Premier League clash After the impressive victory over Nor...
Apple Designers Explain the Thinking Behind iPhone Duo
Apple's design team reveals how notebooks helped inspire the iPhone Duo, along with interface principles and expectations for future features, in a new interview with GQ. The interview features Apple CEO John Ternus, Vice President of Industrial Design Molly Anderson, and Vice President of Human Interface Design Steve Lemay.
Gabriel Rajkovic: Man United battling Barcelona for Norwegian gem
1Manchester United have shown renewed desire to sign some of the best young talents in the world in recent years. The Red Devils have invested equally in the first team and the academy of late, and no...
🚨 Zidane's first squad is out, with some new faces!
A historic first for Zidane!This Friday at 6 p.m., Zinédine Zidane unveiled his very first squad list as head coach of the France national team. Check it out below!It is worth noting that ZZ has sele...
SF's Bill Graham Civic Auditorium to host a professional sports team in 2027
"It really ticks all the boxes."
Everton vs Ipswich: Preview, Team News, and Predicted XI
Everton host Ipswich Town in the Premier League at the Hill Dickinson Stadium on Saturday afternoon.
Person with measles visited Denver’s Union Station, Steamboat Springs hotel, state says
A person with a confirmed case of the measles may have exposed others at Denver’s Union Station and a hotel in Steamboat Springs, state health officials announced Friday.
Sean McVay’s Australia Gripe Highlights NFL’s Business-Football Divide
The Rams coach is looking to forget the team’s struggles in Australia.
Emery on team news, performances and facing Spurs
Aston Villa boss Unai Emery has been speaking to the media before Saturday's Premier League game against Tottenham Hotspur at Tottenham Hotspur Stadium (kick-off 12:30 BST). Marco Asensio, Amadou Onana, Modou Cisse, Pau Torres, Ian Maatsen, Leon Goretzka and Brian Madjo are all out through injury and will not feature against Tottenham.
Iraola on Bournemouth return, Araujo and Ngumoha's England call
Liverpool boss Andoni Iraola has been speaking to the media before Sunday's Premier League game against Bournemouth at Vitality Stadium (kick-off 14:00 BST). On returning to the Vitality Stadium for the first time since he gave up his job as Bournemouth manager, Iraola said he is looking forward to "meeting and hugging" the players and staff, but noted: "There is another part that is the most important one right now - that we need to go there and beat them and be as ruthless as possible." Iraola said that Bournemouth haven't changed much since he left: "They continue to be very dangerous, a very good team."
Engrams Embedding Entendre: Codesign for Efficient DRAM/SSD Offloading
Engram extends standard token embeddings with learned multi-token lookups. Recurring local patterns retrieve vectors directly, reducing the need to reconstruct them through attention and feed-forward layers. With Engram model architecture optimization, it allows for lower HBM capacity to be needed for models at the same quality. This does not mean there won’t be an insane demand for HBM but it just means that model architecture will continue to innovate around constraints. This model architecture design is naturally codesigned for parameter offloading: each token accesses a few embedding rows whose addresses depend on token IDs, not hidden states. The runtime can prefetch those rows from host DRAM while earlier layers compute, keeping the table outside HBM without transferring entire weight matrices. Our Memory model contains our latest estimates of quarter by quarter HBM, DRAM, & NAND supply and demand. Offloading frees HBM for model weights and KV cache, potentially supporting larger batches or more concurrent sessions. When DRAM becomes the next constraint, NVMe offers another tier. Recommendation systems already cache frequently or recently accessed embedding rows in faster memory while backing colder rows with SSDs. After NVIDIA roadmap had to change due to massively despec’ing Rubin Ultra from 1024GB to now ~200GB of HBM per chip, model architecture optimizations like emgram maybe helpful. Our DeepSeek-V4.1-Flash configuration uses roughly 189 GiB of memory for Engram. We replace it with a memory-mapped (mmap) file and measure serving performance with offload to SSD. Later on in our report, we will show our Engram offloading experiments along with the official InferenceX agentic inference serving results on Engram models like DeepSeekv4.1 Flash across all 6 NVIDIA GPU SKUs along with MI355X. Unsurprisingly, the CUDA Moat is still mogging MI355X on the ultra popular DeepSeekV4.1 Flash model. We also show how even on high capacity HBM SKUs, offloading emgrams to DRAM could result in even better performance for most of the pareto than keeping the emgram in HBM. Our benchmark has been widely reproduced, validated and/or supported by almost every major buyer of compute from Google Cloud to Microsoft Azure to Oracle, to Meta and many more. Furthermore, it has the support of the ML community including from vLLM, LMCache, SGLang, PyTorch, Huggingface and the support of major labs like OpenAI, MiniMax, ZAI, Qwen, Moonshot Kimi, etc. Star the InferenceX GitHub repository if you find the open-source benchmark and data useful!. InferenceX is the only inference benchmark in the world to have TPUv7, Jalapeño, Nvidia Rubin NVL72, AMD, and soon, SambaNova and Trainium. Due to how realistic AgentX scenario is to real world agentic inference workloads, AMD has committed to collaborating on MI455X UALoE72 too. DeepSeek did not release the original paper’s two trained Engram models. We replicated its setup on fineweb-edu using the released code and training hyperparameters, at an estimated 6E18 FLOPs per run. We observed the same U-shape scaling: Engram improved performance over pure MoE baselines. We also reproduced DeepSeek’s results, where earlier-layer representations with Engram resembled those of later layers. Like the original Engram paper, it is possible to probe Engram’s gate scores to see what n-grams DeepSeek-V4.1-Flash makes the most use of. Our gate scan finds names, code fragments, relational phrasing, and boilerplate. These examples prioritize interesting-ness over gate strength. One unexpected result was Wright : Ace Attorney. These examples suggest learned memory optimizes the training objective, not a judgment of which facts deserve storage. Licenses, bibliography fragments, API scaffolding, and website furniture can provide prediction shortcuts, so the value of additional Engram capacity may depend on what survives data preparation. This does not show that table capacity is “wasted”: the evaluation-corpus scan establishes neither training exposure nor the capacity occupied by each category. For offloading, strong gates do not identify cache-hot rows. Low gates do not automatically save reads either: computing the gate requires the retrieved key and undoes the performance gain of a fused kernel. Skipping reads would require a separate usefulness predictor before retrieval. In the original paper’s inference-time ablation, factual-knowledge benchmarks retained just 29–44% of their original performance, while reading comprehension retained 81–93%. This is due to the training–inference mismatch. The resulting degradation therefore measures this trained model’s dependence on Engram, not the performance difference between models trained with and without it. In our ablations, suppressing Engram worsens token likelihood across all evaluated domains, especially encyclopedia text and several code corpora. Surprisingly, GSM8K accuracy stays within measured run-to-run variation and removing Engram has no effect. Engram is not a detachable dictionary beside an unchanged MoE. Removing it changes downstream features and expert selection. We tested whether rerouting hurts or compensates by holding tokens fixed in a teacher-forced experiment on CRUXEval, a code-reasoning benchmark of small Python functions where the model predicts a function’s output from its code and an input, and scoring the reference answer. Removing Engram raised answer loss from 0.2848 to 0.3093 bits/token. Forcing the ablated model to use the original Engram-on expert choices made it worse still, at 0.3375 bits/token. Rerouting partially compensates for the missing memory. Memory features and expert selection work together, rather than following a clean “memory stores facts; experts reason” division. On the same CRUXeval, removing Engram during either phase reduced accuracy and increased generated tokens; removing it throughout produced the largest changes. Keeping Engram for prefill leads to more correct answers than keeping for decode likely due to semantically richer KV cache transferred to decode workers, allowing it to mitigate some of the performance loss. Engram’s table is large, but each lookup is small. DeepSeek-V4.1-Flash requests 24 rows at each of two Engram layers, about 12.4 KiB per processed token position across the model, or 3.1 KiB per GPU when split across four GPUs. Currently as of Day 7 since Model Release, MI355X is still 2-4x worse performance per dollar compared to B200 even when normalized by Mi355X’s lower TCO. Our full total cost of ownership breakdown comes from our AI Cloud TCO Model along with monthly market surveys of over 100+ gpu clouds & gpu cloud customers. On the Day 0 release of DeepSeekv4.1 Flash, NVIDIA vLLM works out of the box with zero issues across all 6 SKUs: H100, H200, B200, B300, GB200, GB300! This was thanks to the amazing work by the NVIDIA & Interact teams! In comparison, AMD vLLM did not work on day 0 for DeepSeekv4.1 Flash.Source: SemiAnalysis InferenceX AMD’s vLLM documentation points to using vllm/vllm-openai-rocm:deepseekv41-flash-0909, but from hour 0 of the model release to hour 23, AMD has not publicly released the image. AMD claims, “SPEED IS THE MOAT,” yet it has still not released it by the 23rd hour. We wish that, going forward, the AMD team has a better process for hour 0 model releases. Eventually when they did publicly release for “day 0” image support, performance-wise, it is currently up to 14.8x worse perf per dollar than H200 and up to 42x worse perf per dollar than B200/B300. The power of the CUDA MOAT is NVIDIA’s collaboration with its massive 6 million-developer community ecosystem including most of the vLLM & SGLang & Tokenspeed maintainers which means that CUDA is optimized on day 0. Overall, AMD did make significant improvements but the performance per dollar is still currently 2-4x worse than B200. AgentX Engram DRAM Offloading Improving Performance The HBM and DRAM offload use the same GPU kernel to select and dequantize rows. With HBM, it reads GPU memory; with Unified Virtual Addressing (UVA), it reads pinned host memory directly. Both support full decode graphs. Moving the table into HBM accelerates only the sparse lookup, leaving decoder computation and communication unchanged, resulting in little overall benefit while consuming memory otherwise available to KV cache. Another benefit of Engram offloaded to DRAM which means you can reduce the communication overhead by using less HBM GPUs per replica. For example, when enabling Engram offloading on B300, we are able to switch from TP4 to now TP2 which improves the pareto curve by up to 1.6x. When iso-model quality, less HBM is required as the engrams could be offloaded to host DRAM. Thus HBM bandwidth matters way more than HBM capacity. For inference workloads where memory bandwidth matters the most, 4-hi HBM provides the best $/bandwidth and therefore lowest cost per token. If China continues to make more and more revolutionary model architecture innovations, soon it could potentially 0Hi HBM stacks. [ ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) [ Long Live the Short King: Why 4-hi HBM Wins ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) Myron Xie, Bryan Shan, and 3 others · Sep 13 [ Read full story ](https://newsletter.semianalysis.com/p/long-live-the-short-king-why-4-hi) Moreover, on B300 and week-0 stack, moving the Engram table back to HBM did not improve results and stay within run-to-run variance. This is a result of the work optimizing DRAM offload, such as async, and overlap. SSD Offloading On B200, we created a unoptimized vLLM fork and stored the Engram tables in memory-mapped files on local SSDs. File backing lets the OS reclaim table pages when other applications need RAM. Pages already cached in memory can be served without reading the SSD again. Furthermore, note that we were unable to turn on GDS The unoptimized SSD implementation changes how rows reach the GPU. It copies row IDs to the CPU, deduplicates them, gathers the requested rows into pinned buffers, copies those rows back to the GPU and dequantizes them. This work runs between segments of the GPU execution graph. Native UVA performs row selection and dequantization directly on the GPU, avoiding the CPU round trip. A warm filesystem cache removes physical SSD reads, but leaves the coordination, row gathering and transfers. This is why a file already cached in RAM can still perform worse than a pinned DRAM table. The comparison measures the whole serving path; it does not separate the time spent on each of these operations. B200 DRAM dominates both measured SSD serving curves in total tokens per dollar and P90 interactivity. Near 125 tokens/s/user, DRAM delivers 121 million total tokens per dollar versus 52 million for SSD. For production serving, SSD offloading is likely not worth the tradeoff. On the B200 configurations we measured, SSD offloading loses on both measures: every observed SSD point has a DRAM alternative that delivers higher P90 interactivity and more total tokens per dollar. The only points where Cheaper storage does not automatically produce a cheaper inference service. Moving Engram to SSD leaves the same four expensive GPUs and the rest of the server in place. Reclaiming RAM only creates an economic benefit if it enables a cheaper server configuration or additional useful capacity. The current unoptimized path provides neither benefit, and the filesystem cache still consumes RAM when table pages are resident. Next we will look at the mechanisms and specific implementation of ngrams from DeepSeekv4.1 Flash, LongCat, Qwen3.8 Flash Next.
Kirby Smart leads Georgia into Fayetteville with a purpose
Georgia's early-season performances indicate a team on a mission
Red Wings Announce New Jersey Patch Partner
The Detroit Red Wings have announced Metro Detroit-based DQS Solutions & Staffing as the team’s new jersey patch partner.
Rosalind Franklin University Opens Virtual Health System to Prepare the Next Generation of Healthcare Teams
/PRNewswire/ -- Rosalind Franklin University of Medicine and Science (RFU) has officially opened its groundbreaking Virtual Health System (VHS), a fully...
Kentucky Hits The Road Against Texas A&M
For a little over 30 minutes this past Saturday, the Kentucky football team looked like they were going to spring the upset over Alabama. However, the Wildcats faltered in the second half, partly because of the Crimson Tide's depth and self-inflicted mistakes. Now, for the team with the fourth toughest schedule in college football, it …
3 things to watch in Packers' game at New York Jets
Historically in the NFL, teams that start 0-2 have only made the playoffs 14% of the time.
Wings beat the Sparks 97-77 for 5th straight win
Both teams were returning from the break for the FIBA World Cup in Germany, where Bueckers helped lead the United States to the title.
How much does playoff viewership increase from round to round?
When the Seattle Mariners and Toronto Blue Jays faced off in the Wild Card Series in 2022, just 1.76 million people tuned in. Yet, three years later, when the same two teams met in the American League Championship Series, Game 1 featured an audience of 5.19 million people. You can see this in all major…
The ‘East of Eden’ team knows there’s a lot of eyes on their adaptation (exclusive)
‘East of Eden’ stars Christopher Abbott and Mike Faist, and writer Zoe Kazan, preview the Netflix limited series, which is a new adaptation of John Steinbeck’s classic novel — and one Kazan has been preparing her whole life for.
Cardinals vs. Seahawks: 2 player connections in Week 2
The Cardinals and Seahawks both have one player who was drafted by and played for the other team on their roster.
AI Won’t Fix a Business That Wasn’t Working Before AI
Technology cannot compensate for unclear processes, weak accountability, or a team that does not know what good performance looks like.
Clemson QB Tait Reynolds Fires off Strong Message to Team
Clemson Tigers quarterback Tait Reynolds has sent a strong message to his team before his first start.
Official: Spain’s Nations League squad includes Inter goalkeeper Martinez
Inter goalkeeper Josep Martinez has earned a call-up to the Spain national team for the upcoming Nations League games against England, Croatia and Czechia.Inter goalkeeper Martinez will represent Spai...
Laurent Mekies: Red Bull’s RB22 Problem Will Carry Into 2027
Mekies admits that the car loses performance lap after lap, a problem Verstappen has been pointing out for years. The team is working to fix it but acknowledges that its complexity prevents a quick solution and that it will persist next season.
Timberwolves Cannot Ignore NBA’s Upcoming 32-Team Expansion
How will the Minnesota Timberwolves do in the East?
Badgers men's basketball team is 'built a little different'
As Wisconsin gets set to start practices Sept. 23, coach Greg Gard is working with a reshaped roster that is evolving with the times.
'USC will take care of business': Preview of No. 12 USC ahead of matchup with Rutgers football
The Rutgers football team returns to Piscataway to face USC at SHI Stadium on Busch campus on Saturday afternoon. The Scarlet Knights (0-2, 0-0) look to upset the Trojans (3-0, 0-0) in the Big Ten conference opener for both teams.
Huijsen, Cucurella make Spain’s squad list
Real Madrid defenders Dean Huijsen and Marc Cucurella made Luis de la Fuente’s list for the upcoming FIFA break, where the Spanish national team will face England, Croatia (twice) and Czech Republic. Huijsen’s return is notable, given that he wasn’t included in Spain’s list for the FIFA World Cup. However, the young defender has been […]
Meet Allison Howard, the woman bringing the WNBA back to Cleveland
Allison Howard, the former president of Kansas City's NWSL team, is leading Cleveland's new WNBA franchise, the Sirens, set to tip off in 2028 with 12,000 season ticket deposits already sold.
Shore football schedule, scoreboard, results for Week 3 games
The biggest week of Shore Conference football to date is here - Week 3 has 4 matchups of teams ranked in the top 10 in the Asbury Park Press' Top 20.
Why do Japanese studios suffer fewer layoffs? Because they have smaller teams and don't pay their execs $30m, says one expert
In 2026 alone, 96 percent of all the jobs lost in the video games industry were in North America and Europe.
The club legend brewing something special at West Bromwich Albion
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The free event was born out of a desire to meet the needs of children with physical and intellectual disabilities and their families.
16th Asian Chief Dental Officers Meeting: Advancing universal health coverage for oral health in the WHO Western Pacific and South-East Asia Regions
Session 3 of the 100-Day Sprint BackgroundOral diseases remain among the most prevalent noncommunicable diseases (NCDs) across Asia, affecting people throughout the life course and placing a significant burden on individuals, families and health systems. Countries across the World Health Organization (WHO) Western Pacific Region and South-East Asia Region have committed to strengthening oral health through regional action plans and by advancing universal health coverage (UHC). The 16th Asian Chief Dental Officers Meeting (ACDOM) serves as a regional platform for Chief Dental Officers in Asia to exchange experiences, strengthen collaboration and accelerate implementation of oral health commitments. For the first time, the meeting is being jointly organized by the WHO Regional Offices for South-East Asia and for the Western Pacific and the ACDOM Secretariat. This year's meeting introduces a 100-Day Sprint, bringing together oral health and UHC leads and technical experts to support countries in strengthening integration of oral health within national UHC benefit packages. Through the Sprint, participating countries will develop, refine, cost and operationalize country-specific essential oral health-care benefit packages using WHO tools, including the Service Package Delivery and Implementation (SPDI) Platform. The in-person 16th Asian Chief Dental Officers Meeting represents Session 3 and the midpoint of the 100-Day Sprint, providing an opportunity for countries to review progress, exchange experiences, identify challenges and refine their approaches before continuing with the remaining Sprint sessions. 100-Day SprintSession Date Format Title Session 1 (Day 0) 19 Aug Virtual Setting the Scene and Introducing Key Principles and Frameworks Session 2 16 SepVirtual Introduction to the SPDI Platform and Initial Mapping Exercise Session 3 27-29 Sep In-person, 16th Asian Chief Dental Officer Meeting, Malaysia Review and Refinement of Oral Health Service Packages Session 4 14 Oct Virtual Finalizing National Essential Oral Health Services Packages and Costing Exercise Session 5 (Day 100) 26 Nov Virtual Country Presentations and Closing of the 100-Day Sprint ObjectivesLeverage the 100-Day Sprint to define priority implementation actions for oral health in countries; Strengthen national capacity to design, cost and operationalize country-specific essential oral health care packages using SPDI platform; andExplore cross-country collaboration to expand access to essential oral health supplies and products, including harmonized specifications and pricing, and improve supply chains for essential dental preparations and medicines.Expected outcomesA draft country-specific essential oral health care benefit package developed using the SPDI platform and aligned with WHO’s Essential Oral Health Care packageA strengthened regional network in Asia of oral health and UHC leaders, fostering collaboration among South-East Asia and Western Pacific countries, WHO offices and WHO Collaborating Centres to support sustained implementation beyond the meetingParticipantsChief Dental Officers and national oral health programme leads;National focal points responsible for universal health coverage, health financing and health systems;Representatives from WHO country offices, regional offices and headquarters;WHO Collaborating Centres; andAcademic institutions and technical partners.
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Eclipse Business Capital Adds Charlie Bacon to its Business Development Team
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10 Tampa Bay News
Welcome to 10 Tampa Bay News on YouTube! We’re the CBS affiliate serving the Tampa Bay area. Our team works hard to consider context, pursue connections and identify the trends that shape our world. We believe you deserve a return on your invested attention and a reward for your curiosity. And so, we offer storytelling that delves deeper, beyond the noise and confusion, so that you can feel informed, prepared and connected. Our team delivers information, breaking news, weather and sports 24/7 at 10TampaBay.com.
Athletics: U.S. star Allie Ostrander: "You can unlock your true potential by having a healthy relationship with
A three-time NCAA track champion, Ostrander has a big following on social media, where she addresses mental health and disordered eating - especially for females. She'll compete for Team USA at the World Athletics Road Running Championships 2026.
Executive Profile: Laura Martina
Laura Martina Founder/CEO Leadby What we do: Results-driven leadership development services customized to meet the needs of executives and teams. Education: Bachelor of Science from Fresno State in business administration, human resources
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Bayern Munich will aim to preserve their unbeaten beginning to the Bundesliga season when they welcome Union Berlin in their final league match before the upcoming international break on Friday.The Ba...
Bayern Munich vs Union Berlin – Match preview and team news
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Chelsea XI vs Brentford – Predicted lineup and team news
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Buffalo struggles to cover Sam LaPorta on Thursday night
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Ex-Browns Star Gives Shedeur Sanders Blunt Outlook on Future
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SMU vs Louisville Prediction: An ACC Elimination Game?
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