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![]() The memory consumption of a strided tensor is at leastįor example, the memory consumption of a 10 000 x 10 000 tensor Overhead from storing other tensor data). The memory consumption of a sparse COO tensor is at least (ndim * 8 + ) * nse bytes (plus a constant Valued elements cause the entire row to be stored. Only rows that are entirely zero can be emitted and the presence of any non-zero But it also increases the amount of storage for the values. This reduces the number of indices since we need one index one per row instead If however any of the values in the row are non-zero, they are storedĮntirely. If an entire row in the 3D strided Tensor is zero, it is In this example we create a 3D Hybrid COO Tensor with 2 sparse and 1 dense dimensionįrom a 3D strided Tensor. to_sparse_csr () tensor(crow_indices=tensor(, ]), col_indices=tensor(, ]), values=tensor(, ]), size=(2, 2, 2), nnz=3, layout=torch.sparse_csr)ĭense dimensions: On the other hand, some data such as Graph embeddings might beīetter viewed as sparse collections of vectors instead of scalars. Indices of non-zero elements are stored in this case. Layout to a 2D Tensor backed by the COO memory layout. In the next example we convert a 2D Tensor with default dense (strided) Given dense Tensor by providing conversion routines for each layout. We want it to be straightforward to construct a sparse Tensor from a Without being opinionated on what’s best for your particular application. We make it easy to try different sparsity layouts, and convert between them, Of efficient kernels and wider performance optimizations. ![]() This helps us prioritize the implementation ![]() Please feel encouraged to open a GitHub issue if you analyticallyĮxpected to see a stark increase in performance but measured aĭegradation instead. You might find your execution time to increase rather than decrease. When trying sparse formats for your use case Like many other performance optimization sparse storage formats are notĪlways advantageous. As such sparse storage formats can be seen as a Especially for highĭegrees of sparsity or highly structured sparsity this can have significant We call the uncompressed values specified in contrast to unspecified,īy compressing repeat zeros sparse storage formats aim to save memoryĪnd computational resources on various CPUs and GPUs. While they differ in exact layouts, they allĬompress data through efficient representation of zero valued elements. Various sparse storage formats such as COO, CSR/CSC, LIL, etc. To provide performance optimizations for these use cases via sparse storage formats. We recognize these are important applications and aim Matrices, pruned weights or points clouds by Tensors whose elements are Now, some users might decide to represent data such as graph adjacency ![]() Processing algorithms that require fast access to elements. This leads to efficient implementations of various array Why and when to use sparsity ¶īy default PyTorch stores torch.Tensor stores elements contiguously We highly welcome feature requests, bug reports and general suggestions as GitHub issues. The PyTorch API of sparse tensors is in beta and may change in the near future. Extending torch.func with autograd.Function.CPU threading and TorchScript inference.CUDA Automatic Mixed Precision examples.A list of top python programs are given below which are widely asked by interviewer. There can be various python programs on many topics like basic python programming, conditions and loops, functions and native data types. Next → ← prev Python Programs | Python Programming Examples Python Tutorial Python Features Python History Python Applications Python Install Python Example Python Variables Python Data Types Python Keywords Python Literals Python Operators Python Comments Python If else Python Loops Python For Loop Python While Loop Python Break Python Continue Python Pass Python Strings Python Lists Python Tuples Python List Vs Tuple Python Sets Python Dictionary Python Functions Python Built-in Functions Python Lambda Functions Python Files I/O Python Modules Python Exceptions Python Date Python Regex Python Sending Email Read CSV File Write CSV File Read Excel File Write Excel File Python Assert Python List Comprehension Python Collection Module Python Math Module Python OS Module Python Random Module Python Statistics Module Python Sys Module Python IDEs Python Arrays Command Line Arguments Python Magic Method Python Stack & Queue PySpark MLlib Python Decorator Python Generators Web Scraping Using Python Python JSON Python Itertools Python Multiprocessing How to Calculate Distance between Two Points using GEOPY Gmail API in Python How to Plot the Google Map using folium package in Python Grid Search in Python Python High Order Function nsetools in Python Python program to find the nth Fibonacci Number Python OpenCV object detection Python SimpleImputer module Second Largest Number in Python ![]() ![]()
![]() ![]() According to Top Class Actions, the Walmart gift card scams. ![]() Card number Name Rarity Category GFTP-EN001 Vampire Voivode 3 Yu-Gi-Oh Explore Wikis Universal. Card Name Rarity Number Ghosts From the Past Lowest Price (NM) Dark Magician: Unknown: GFTP-EN128 598.50: Buy: Blue-Eyes Alternative White Dragon: Unknown: GFTP-EN129 160.00: Buy: Black Luster Soldier - Soldier of Chaos. The United States Department of Justice has secured nearly 4 million (3,958,060.84) in remission of a Walmart gift card scam. YuGiOh Ghosts From the Past: 2nd Haunting card list & price guide. Konami has publicly stated that the Ghost Rares in the set are extremely hard to pull and there is no guarantee that someone will pull one even if they buy a full display box, which holds five boxes of Ghosts From the Past. FOR SALE yugioh ghosts from the past Display Repack. 99: Buy: Black Luster Soldier - Soldier of Chaos: Unknown: GFTP-EN132 124. Blue-Eyes Alternative White Dragon (Ghost Rare) Ghost Rare. 127 cards in the set are Ultra Rares, while the five main chase cards inside are Ghost Rares. Black Luster Soldier - Soldier of Chaos (Ghost Rare) Ghost Rare. The entire Ghosts From the Past set is made up of 132 cards, but there are only two rarities included. So whether you are rare hunting or trying to grab some cards to complete a new deck, here is the full set list and everything you need to know about Ghosts From the Past. ![]() ![]() ![]() In some cases, scammers sent fake emails that appeared to come from Revolut. One was told by a chat adviser 'we have concluded that your decision to give the alleged fraudsters remote access to your device means that your request falls into a category in which we cannot assist and therefore we will be unable to refund you'. While Revolut has reimbursed at least three victims that we are aware of, others have been told they will not be refunded. Though Revolut has been aware of the Google scam ad since at least March 2020 - when Which? first reported it - its customer service agents sometimes failed to offer even basic fraud advice such as telling victims to remove the remote access tools from their devices.Īlso troubling is the seemingly random approach to Revolut's decision making. We're concerned that Revolut was slow to give these victims a final response about reimbursement - many told us they felt like they were left hanging via the app chat and several were repeatedly asked for information they had already provided. Since May, Which? has been contacted by 17 victims of this specific scam. Find out more: on the phone to tech support scammers - we allowed an alleged scam support company access to our PC to learn how they persuade victims about made-up computer problemsĪs we reported in September, multiple Revolut customers were recently scammed after a fake Google advert resurfaced.Īll of them phoned the customer service number provided and were connected to scammers posing as Revolut staff before being tricked into downloading remote access software in the belief that they were talking to the e-money firm.Once they have access, they may put up a fake screen and work in the background to download other software or steal passwords and other personal data.īased on reports to Which?, TeamViewer is the brand of remote access software reported as being misused by scammers most often, although others include AnyDesk, LogMeIn and GoToAssist. Other scammers are sneakier still, directing you to websites where clicking on the various brand names downloads the software, although they would still need you to enter a code to connect to your device. ![]() ![]() Typically, you get a phone call from someone claiming to be from a known company (commonly impersonated firms include Amazon, BT and Microsoft), in which they try to convince you to grant them access to your device, claiming they will fix a spurious problem.Īction Fraud recently reported that an Amazon Prime scam involving remote access software has cost victims over £400,000 in two months. A simple passcode will then connect the two devices.Īlthough many legitimate businesses use this technology, including the Which? Tech Support team, criminals also use it for nefarious purposes. Remote access software enables you to use one device to access another from any location by downloading a smartphone app or installing a program on your computer. Your data will be processed in accordance with our Privacy policy This newsletter delivers free money-related content, along with other information about Which? Group products and services. Yet the use of remote access software is not very well known - our survey of the general public in September 2020 found that four in 10 people have never heard of it, even though we had explained how these tools are misused by scammers to gain access to devices. At a more granular level, Action Fraud says that it has received14,893 'computer software service fraud' reports between October 2019 and September 2020, with reported losses reaching around £16.5 million over that period. Impersonation fraud shot up by 84% in the first half of 2020, with almost 15,000 reports and £58m lost, according to UK Finance. Her bank eventually agreed to refund the money but other victims of remote access fraud have been told their banks will not cover losses if they give access to their devices. One of the worst cases we came across resulted in a Which? member losing £80,000 after a 'BT engineer' phoned about service problems in the area. Scammers posing as IT departments, telecoms providers and banks are tricking victims into relinquishing control of their devices to hack into their accounts and steal sensitive data. ![]() ![]() However, as I kept looking at enemies and general balance in the mid to late game, I kept increasing the amount of elaborate changes I was making. ![]() The original plan was for 0.7.6 to be primarily specific enemy and boss tweaks that were easy to implement. In fact, originally 0.8.0 was going to be named 0.7.6, and was intended to be only a bit bigger than 0.7.5. Why the Wait?Ġ.8.0 was already shaping up to be a fairly big update when I last talked about it, but since then the scope has increased further. I think this recent XKCD comic highlights it best: We’re not trapped in here with the virus. While it’s easy to focus on cases where spread has been uninhibited, every case where it has not is a victory for humanity in this battle, and we’re racking up quite a few of them. We live in an unprecedented era of human communication and coordination, which has allowed many of the world’s societies to protect themselves before any direct treatment has been developed. Regardless of whether it has affected your health, mental wellbeing, or financial stability, I want to wish you the best as we all do what we can to fight it. But now I’m happy to finally be at the end of developing it, which means I can share more info!īefore we get started though, I want to send my well wishes to everyone currently feeling the effects of the global pandemic. There haven’t been any life events that caused this delay, it’s simply because 0.8.0 ended up becoming a much larger update that I originally planned. ![]() ![]() Over the last four months I’ve been steadily working on the beta for 0.8.0 and making posts for those who’ve signed up on Patreon, but for a lot of you I’ve been basically silent on dev work since the last post in mid January. ![]() ![]() ![]() ![]() ![]() It will offer you many addons and categorization options like movies, TV series, favorites, skins, etc. cMaN is the creator, which is already saying something. Fallout - This is a considerably new build that is getting more and more popular.The interface is very simple, and it is easy to get the hang of it. Another great aspect is that this set of addons is updated regularly, and you can rest assured you are not going to miss another great hit. Ezzermacs Build includes a variety of add-ons, and of course, the most popular ones are included. Ezzermacs Build - This build is probably one of the top 5 out there.However, there are so many great options to start with. After that, you will be able to customize your Kodi build and make it the perfect one for yourself. There is probably no perfect build for Kodi, but many ones will make your life easier. Which are the Best Builds for Kodi 19.3 Matrix? Of course, you will be able to add more addons or change the skin, but you will avoid the time and effort you will need to do the whole initial setup yourself. You will choose the build that suits you and everything you need with it. This is because you will have access to the FIreStick functionalities, which are just fantastic, and also Kodi will give you many personalization options.Ī build will allow you actually to set up your Kodi just with one click. Kodi is a very powerful media player and is very popular to be used in combination with FireStick. To take advantage of the best builds for Kodi, you need to make sure to update the latest Kodi 19.3 Matrix on FireStick. Each different one will come with preinstalled addons, interface skins, settings, and more. This is because the build itself will do the most complicated part without you needing to do almost anything. With the help of builds, you can get your Kodi up and running in a matter of minutes. What is a Kodi build?Ī build for Kodi is something that everyone loves to use because it is so helpful. There are many options available for Kodi 19.3 Matrix, and now we will show you some of the best ones. You can customize how it looks and find the best build that suits you. You can install the apps, add-ons, and anything else you would like. Most Kodi users choose this device because of the high personalization options. ![]() ![]() Royal died in his sleep on October 6, 2015, in Morehead City, North Carolina. He also played Robert Ally in the indie Western film, Billy the Kid (2013), co-starring country singer Cody McCarver. Stream songs including 'Cherry Hill Park', 'Down In the Boondocks' and more. His set lists included a mixture of songs representing multiple genres from the 1960s onwards. Listen to 20 of His Best by Billy Joe Royal on Apple Music. Royal continued to tour regularly, performing concerts at casinos, music festivals, and clubs in North America, Japan, and throughout Europe. Guys if you see multiple TikToks with my. Listen to Billy Joe Royal latest songs and albums online, download Billy Joe Royal songs MP3 for free, watch Billy Joe Royal hottest music videos and. His music was further exposed to younger generations through a movement known as The Beat Army, an online music forum based on Facebook which is operated by author and music producer Paul Collins. 277 Likes, TikTok video from Classiccountrytiktok (classiccountrytiktok): Country Soul Singer Billy Joe Royal. Royal experienced a second comeback during the 2000s due to regular airplay on Country and Classic radio stations. His successes on the country charts continued until the early 1990s. His other country hits included " I'll Pin a Note on Your Pillow" (1987), " Tell It Like It Is", and " Till I Can't Take It Anymore" (both 1989). However, he reinvented himself in the 1980s as a mainstream country star, and had his first hit on the country music chart in 1985 with " Burned Like a Rocket", released on the Atlantic label. His last hit on the US pop charts was in 1978, when his version of " Under the Boardwalk" became a minor hit. In 2001 he released an independent album, Now and Then, Then and Now. In the early 2000s Royal went on tour and subsequently joined another startup label, Park South Records. īy the late 1970s, Royal had become a regular performer in Las Vegas, and also appeared as an actor in movies and on television. Royal released a video, Billy Joe Royal, that year, and he remained active the year 1998 saw the release of a new album, Stay Close to Home, on the Intersound label. In the 1970s his recording of "Heart's Desire" gained popularity among Northern soul enthusiasts and was regularly played in Northern soul nightclubs. His 1969 single, " Cherry Hill Park", peaked at No. 15 on the Billboard Hot 100. ![]() when Royal released it in 1967, but a later remake by The Osmonds was a much greater success. ![]() Another South composition, " Yo-Yo", just missed the top 40 in Canada and charted poorly in the U.S. He followed up his initial success with the singles " I Knew You When" (Top 20, 1965) and " Hush" (1967), also written and produced by Joe South. "Down in the Boondocks" remained his best-known song, reaching number 9 on the Billboard Hot 100, and number 38 in the UK. The recording was heard at Columbia Records, who offered Royal a singing contract in 1965 and released his version of the song, produced by South. ![]() Royal was a friend of performer and songwriter Joe South, and recorded what was intended as a demo of South's song " Down in the Boondocks". Born in Valdosta, Georgia, and raised in Marietta, Georgia, Royal became a local star at the Bamboo Ranch in Savannah in the 1950s and 1960s. He formed his own rock and roll band, and became a local star at the Bamboo Ranch in Savannah in the late 1950s and early 1960s, where his singing style was influenced by African-American performers, including Sam Cooke. Died 6 October 2015 (aged 73) Billy Joe Royal (Ap October 6, 2015) was an American pop and country singer. ![]() His most successful record was " Down in the Boondocks" in 1965.īorn in Valdosta, Georgia, to Clarence and Mary Sue Smith Royal, and raised in Marietta, Georgia, Royal performed at the Georgia Jubilee in Atlanta during his teens. NOTE: ALL TEAMS WILL BE CONFIRMED AT LEAST 48 HOURS BEFORE THE RESPECTIVE GAMES.Billy Joe Royal (Ap– October 6, 2015) was an American country soul singer. The NSW Waratahs and Melbourne Rebels headline Saturday's triple-header at Allianz Stadium whilst the ACT Brumbies travel to Dunedin to face the Highlanders on Sunday.Ĭheck out all the details for the Super Rugby Pacific teams for round 12 as they drop The round will begin with the undefeated Chiefs hosting the Queensland Reds in New Plymouth before the Western Force takes on the Fijian Drua.Ĭatch every game of Super Rugby Pacific LIVE on Stan Sport. The Super Rugby Pacific finals are fast approaching as teams look to make a statement in Round 12. ![]() ![]() ![]() Previous Post Android Asks, Is Immortality Truly a Benefit? - Sci-fi Saturday “Extent” (2018) at DUST by Paul Michael Draper (August 9, 2021, 12:43 min) Time stands still as two old friends attempt to grapple with a question that defines their very existence. Mind Matters News Breaking and noteworthy news from the exciting world of natural and artificial intelligence at MindMatters.ai. You may also wish to read: Could huge chunks of asteroid gold wreck our economy? 16 Psyche’s gold illustrates how AI affects jobs. ![]() Meanwhile, there is this one:Īn asteroid lingers near Earth and devours time (13:23 min) Or, at any rate, it devours our perception of time, as one man discovers in “Flyby.” As the asteroid Chrono-7 hazes Earth, a man wakes up in the morning to find that he is living in his future, one he had never imagined. Maybe the possibility of an asteroid hit will generate more post-asteroid apocalypse sci-fi. An asteroid hit is believed to have wiped out the dinosaurs and many other types of life forms 66 million years ago. NASA has catalogued 26,000 near-Earth asteroids so far. Meghan Bartels, “ Scientists fine-tune odds of asteroid Bennu hitting Earth through 2300 with NASA probe’s help” at (August 11, 2021)Ī paper discussing the Osiris Rex’s findings is open access. How precisely that dance plays out will shape Bennu’s trajectory over the next decades and centuries. In September of that year, Bennu will swing past Earth - not close enough that there’s any risk of an impact, but certainly close enough that Earth’s gravity could nudge the asteroid a bit on its path. However, despite the scientists’ best efforts, predicting Bennu’s course after 2135 is still tricky. That uncertainty remains even in the new and improved models of Bennu’s future path, but with the OSIRIS-REx observations, scientists were able to dramatically reduce their uncertainty about Bennu’s fate… Scientists’ models of asteroid trajectories always include some degree of uncertainty, since a multitude of forces tug at a space rock as it rattles around the inner solar system. Davide Farnocchia, study lead author OSIRIS-REx (formally known as Origins, Spectral Interpretation, Resource Identification, Security-Regolith Explorer) launched in September 2016 and slipped into orbit around the asteroid Bennu in December 2018.The folks at aren’t terribly worried: "I think that, overall, the situation has improved." Precision counts I think that, overall, the situation has improved. "The impact probability went up just a little bit but it's not a significant change, the impact probability is pretty much the same," lead author Davide Farnocchia, who works at NASA's Center for Near Earth Object Studies in California, said during a news conference held Wednesday (Aug. And besides, the lessons the research offers for asteroid trajectory calculation could reduce concerns about potential impacts by other asteroids more than enough to compensate. (Image credit: NASA/Goddard/University of Arizona) Technically, that's a small increase in risk, but the scientists behind the new research say they aren't worried about a potential impact. Related: NASA spacecraft leaves asteroid Bennu to bring pieces to Earth Read more: How OSIRIS-REx's team creates those asteroid Bennu photos An image of the asteroid Bennu produced by the OSIRIS-REx mission. While a slightly higher risk than past estimates, it represents a minuscule change in an already minuscule risk, NASA said. Estimates produced before OSIRIS-REx arrived at the space rock tallied the cumulative probability of a Bennu impact between the years 21 at 1 in 2,700, according to NASA. As a result, scientists behind new research now say they're confident that the asteroid's total impact probability through 2300 is just 1 in 1,750. ![]() And with that incredibly detailed view of the asteroid, experts studying potential space rock impacts with Earth have been able to fine-tune their existing models of Bennu's future. The agency's OSIRIS-REx spacecraft spent more than two years closely orbiting the space rock. ![]() ![]() ![]() Contacts sync is one-direction only: from Outlook to Mac.Now you can sync Safari bookmarks, iTunes, Photos, Contacts, Calendars, Folders, Reminders and Music between Microsoft Services and your Mac. Once the account is successfully connected, tune the Connection settings:ĥ. ![]()
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