1/4/2023 0 Comments Python vectorize for loop![]() ![]() # (>=0.5 means it's a positive) (given as input in the data) # Matrix of 'positiveness' of documents for each query. Sim = torch.rand(num_anchors, num_documents) # Matrix of similarity scores of anchors with documents (predicted by a NN) K = max(1, math.ceil(fraction * x.numel())) ![]() Losses = (margin hardest_negatives - hardest_positives).clamp(min=0)ĭef top_fraction(x, fraction, largest=True): unsqueeze(0).expand(hardest_positives.numel(), -1) Hardest_negatives = top_fraction(negatives, hardest_fraction, True)\ Hardest_positives = top_fraction(positives, hardest_fraction, False)\ 'positiveness' of the corresponding element in preds. Targets is a vector of N floats being the #Python vectorize for loop code#Here is the code for the loop version: def hardest_triplet_margin_loss(preds, targets, margin, hardest_fraction): How can I efficiently implement the loss with a varying number of positive documents for each anchor ? I suppose doing an efficient implementation with a different (but still constant) number of positives would not be too hard. ![]() If I constrain my problem to only have 1 positive document per anchor, I can make an efficient vectorized implementation (negligible time cost). I have an implementation which computes the loss of each anchor in a for loop, but as you can imagine this is slow (with a small sim scores network, 50% of the training time is spent computing the loss). Then for anchor j we have 20 positives and 90 negatives, resulting in a 10x45 matrix of triplet losses to be averaged. Say for the anchor i we have 10 positives and 100 negatives, with f=0.5, we want to select the 5 minimum Sim(i,p), the 50 maximum S(i,n), and compute the mean of the triplet loss for all pairs of positive/negatives (the mean of a 5x50 matrix). ![]() The anchor corresponds to a row index, while the positive and negative are column indices.įor each anchor, my loss function is defined as the mean of the triplet losses with the f% least similar positives and the f% most similar positives, with f being an hyper-parameter (the same for all queries). I have multiple negative (not matching the anchors) documents as well as multiple positive (matching) documents for each anchor, with the number of negative/positive documents not being the same for each anchor.Ī triplet margin loss is defined on a triplet (anchor, positive, negative) and is computed as such: H(a,p,n) = max(0, margin Sim(a,n) - Sim(a,p)) I have a MxN matrix named Sim corresponding to the similarity scores of M anchors with N documents. I want an efficient (vectorized) implementation instead of my current for-loop implementation. #Python vectorize for loop how to#Want to learn more about coding in Python? The Python Crash Course book is the best resource out there for learning how to code in Python!Īnd just a heads up, I support this blog with Amazon affiliate links to great books, because sharing great books helps everyone! As an Amazon Associate I earn from qualifying purchases.īio: George Seif is a Certified Nerd and AI / Machine Learning Engineer. Print("Run time = ".format(end_time - start_time))įollow me on twitter where I post all about the latest and greatest AI, Technology, and Science! Connect with me on LinkedIn too! ![]()
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1/4/2023 0 Comments Crusader kings iii wallpaper![]() ![]() This means if you encounter the same event in another play-through, the visuals might be quite different due to the characters involved. When an event pops up, we showcase the characters involved and how they feel about the current proceedings, set against a backdrop that really helps sell the setting. ![]() Here is where the role-playing really kicks in. ![]() ![]() Generally the characters have a pose that reflects their personality or the situation they’re in. I do think the look on a character's face when he realises they are locked up together with a Cannibal is appropriately shocked though. Keeping the Rough World pillar in mind, they should not be silly and slapstick - while CK has some wonderful dark humor, we play it straight. The posing and idle animations are there to help the immersion and storytelling. Making the characters move was quite a challenge since the movements need to be very discreet, and not call too much attention to themselves as that could become a distraction from the gameplay. In fact, he’ll go into the character portraits a bit more in a future diary, hopefully he won’t show the first iterations of the wounds and diseases, some were a bit too much for a lot of people.įor now, I’ll leave you with a sneak peek of Concept art and the final piece of Clothing as how it appears in the game. I really want to stress the fantastic work our Lead Character Artist Nils Wadensten and the character team have done in bringing this new generation of portraits to our games, alongside our Engine team. Every day there’s a screenshot shared in the dev chat featuring someone they’ve encountered in-game, and we usually agree, yes, that person wears that hat better than most, or indeed, he looks just like the poster boy for the Deviant trait.įor me, the real test for the characters is if they make you feel, and It IS satisfying to throw especially smug-looking Rivals into your Dungeon, and you might feel a bit sorry for some harmless looking characters before you plot to have someone deliver poisonous snakes upon them. They are varied and have lots of, well, character. I’m very excited about our new character portraits, and what we can do with them visually. Now, let’s talk about the different types of art you’ll have fun with in CK3: This is reflected in the more somber palette and overall mood of the game. An example of this would be the characters’ portraits, we did not want them small and static, they are now front and center, and show off their standing or lack thereof through clothing, as well as show how they feel about what is happening to them through body language.Īnother example would be a loading screen with some really well-painted sunflowers, but these did not exist in europe until the 16th century, which was spotted in time thanks to our Beta testers: so we sent it back to get the flowers repainted…Ī ROUGH WORLD - Crusader Kings is not a game for all-ages, you live dangerously and people do terrible, terrible things to each other. To keep ourselves on-track, three key pillars guide the art department on CK3:Ī ROLE-PLAYING EXPERIENCE - This pillar is represented by our goal to give life to the characters and their unfolding stories. Reinforcing that through the art has been the main goal. If you recall Dev Diary #0, Henrik Fåhreus’ vision of the game has a big focus on characters and storytelling, as well as approachability and player freedom. The starting point for the art direction is, as it should be, the game design. Let’s start by talking about the way we’ve approached creating the graphics for the game! Cool?Ĭertainly, you’ve seen a lot of the art already, in various states of completion, with all our diaries and previews. I’ve written this dev diary together with the art team, and if you promise to tell everyone this is the best dev diary so far, there will be some sweet wallpapers at the end of it. Hey! Let’s talk about the art of Crusader Kings III! Our artists will reply to your questions in the comments! Witcher blonde mage.Hello my name is Joacim, Art Lead on Crusader Kings 3, I am positing here a developer diary written by Pontus, Art Director on Crusader Kings 3, currently on paternity leave. ![]() 1/4/2023 0 Comments Mahjong connect free online![]() The game helps a person to improve his logical and reasoning skills as well as his thinking ability. Mahjong Connect quickly became a very popular game that can be played on any occasion. If you are playing Mahjong Connect on a personal computer or any other electronic gaming device, usually, there will be a timer feature and in order to win the game, you should finish it within the given timeframe. A player can't connect tiles even if the tiles are placed very closer if it takes more than three moves to connect these tiles. In other cases a player can connect tiles only if he can make the connecting move within 3 steps. The player can click on any matching tile that is placed on the same row and this helps in the advancement of the game. There are certain rules to follow while playing in this manner. The player can play with tiles only that are arranged on a perimeter. If the player wants to eliminate a tile that is bordered with tiles on each side, he has to eliminate the adjoining tiles before eliminating the tile he is intending. In Mahjong Connect, the player's movements are limited and he has to make connects within these limited moves. #MAHJONG CONNECT FREE ONLINE FULL#The classic arrangement is in such a manner that 10 tiles will be arranged vertically while 14 tiles will be arranged horizontally in each row.Ĭompared to the traditional version of Mahjong, this game features almost all tiles from the full Mahjong set (Seasons, Dragon, Flowers etc.) Those days, most of the famous Mahjong Connect tiles were made with other materials and based on price, the quality of these tiles could be higher or lower.Ī Mahjong Connect board consists of 140 tiles that are arranged in a certain shape. This game will help to find peace like a real samurai. ![]() #MAHJONG CONNECT FREE ONLINE FOR FREE#Traditionally, the game consists of 144 pieces which were made with ivory but after a global ban on the usage of ivory, there were no ivory tiles available. To play for free online Mahjong Connect means not just to develop mindfulness and perseverance. ![]() Similarly, Mahjong Connect is also associated with the original game but has its own rules that make the game different from the original version, yet maintaining the characteristics of parent game. The game was brought to Western world at a very later stage and by that time even Chinese Mahjong had a lot of variations and original version was played at very few places. The game was exclusively played in China till the end of 18th century and then the game was adopted by its neighboring country, Japan.ĭue to this exclusivity and the restriction of Mahjong as a royal game, historians do not have a very clear picture about the evolution of the game. Mahjong is well known as a game that demands skills, patience and strategy. The original Mahjong game is originated in China around 2,000 years back and historians suggest that the game originated somewhere near Shanghai region. ![]() ![]() ![]()
In buying the Racing Entitlements Contract (REC), Dumbrell became the youngest team owner in V8 Supercars.Īfter running an ex-Triple Eight Commodore in 2012 (acquired from Paul Morris Motorsports), the team expanded to two Triple Eight-built Commodore VF entries for 2013 following the purchase of Paul Morris’ REC. Lucas Dumbrell Motorsport was established in 2010 when former racer Lucas Dumbrell purchased a Racing Entitlements Contract from the now-defunct Sprint Gas Racing and arranged an alliance with Walkinshaw Racing, who provided a car, engines and technical support for the team’s first two seasons.
1/4/2023 0 Comments Space ace dexter theme![]() #Space ace dexter theme full#In Dragon’s Lair, you play as Dirk the Daring as he enters a mysterious castle that is full of all sorts of perils in your quest to rescue the Princess Daphne. #Space ace dexter theme series#In terms of how we play games today, these are certainly a series of games that show their age, at least in terms of playability, but don’t let their age or lack of depth put you off experiencing these games, as they contain such charm, that they’re simply irresistible.Īlthough the three games on offer here contain distinctly different stories, or adventures, they do all run along a similar theme namely the rescuing of a damsel in distress. It’s a simple premise that, although creating a game that lacks any depth or real gameplay, does contain that one-more-go element and an addictive quality in working your way through each of the adventures. Much like the QTE mechanic, or quick-time events found in many other games, an on-screen marker denotes a direction that needs to be input via either the D-pad or left joycon with a sword action that is activated by pressing the A button. ![]() Whatever title you play, each one plays in a similar fashion. They also contain a number of extras, such as gameplay tweaks that grant extra lives or easier difficulty levels, as well as promotional videos and developer interviews that provide a backdrop to the creation of these infamous games. This new collection of the three games contains the original laser-disc imagery one that appears to be of a sharper quality, both in terms of graphics and sound. However, whether you were one of the kids who crowded around these arcade games, or are a newcomer to the series, each of these games contains a timeless quality that makes them instant classics and hold a premise that should not be missed, despite their age. Now, it’s time to revisit these timeless classics as Dragon’s Lair Trilogy rescues a release upon the Nintendo Switch.Īlthough the title suggests that what we have here is three Dragon’s Lair games, the truth is we only have two, with the third title being Space Ace. Its success was to spawn a series of similar games, with Dragon’s Lair being followed by the more ambitious Space Ace and Dragon’s Lair II. It was certainly a game that ate many of my precious coins. That game was the now classic, Dragon’s Lair. It’s laser-disc technology allowed us to partake in interactive cartoons for the first time ever and it was a style of gaming that had never been seen before. ![]() Amongst the chomping of Pac-Man and the laser shots of Space Invaders, there was always one machine that stood out head-and-shoulders above the competition and drew the biggest crowds around its cabinet. It’s certainly how I spent my time as a young teenager. ![]() If like me, you were a gamer during the early eighties, then I’d imagine that most of your time was spent down the local amusement arcade with a handful of coins that eagerly fed the latest games. ![]() 1/4/2023 0 Comments Seamless cotton underwear![]() ![]() ![]() Hanes Women's Boyshorts Panties Pack, Seamless Underwear for Women, Comfort Flex Fit, MultipackĪnzermix Womens Seamless Laser cut Brief Wave Edge Panties Pack of 6(Size L) Vince Camuto Women's Underwear – Seamless Lace Hipster Briefs (3 Pack), Size X-Large, Black/Soft. 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We evaluated each seamless panties in this category according to four key elements: organization & versatility, durability, aesthetics, and ease of use. At the end of this review, you should be able to make an educated buying decision for one or multiple seamless panties. This comes after going through numerous customer reviews, product reviews, and research into the specifications of the products. This article will explore some of the top seamless panties out there. They vary in price, quality, size, and feature. There are various seamless panties options on the market, and you can get surprising advantages from these products. Are you looking for the best seamless panties but don't know where to start? We have done a lot of research and analysis to present the best seamless panties available. ![]() 1/3/2023 0 Comments Epic game launcher not loading![]() I’m not sure if anyone was having this same issue I am, but if so, hopefully this is our fix. I’m downloading them now to see if this was MY issue, I’ll let y’all know if it works. I thought they had already installed but they hadn’t. ![]() #Epic game launcher not loading installI discovered that you have to go into the launcher, click the 3 dots next to the Ark game, hit Manage DLC’s and click on them to actually install them. Ark would load for me but when I would try to load the Crystal Isles map, it would shoot me back to the home screen. I discovered that Add On DLC’s, even though you click “Download” through the Epic store when purchasing, they don’t actually download. I have Ark through the Microsoft store but that gave version pulls from XBox and Xbox players don’t have Crystal Isles. My main reason for downloading Ark through Epic was for Crystal Isles. #Epic game launcher not loading upgradeTo prevent problems with permissions during installation, please upgrade your pip by running. So I was kinda having the same issue, that’s how I landed on this page. A free and open-source Epic Games Launcher alternative. But then again, a lot of people haven't got this problem at all, and some that do is on the Steam version of the game so. Makes me suspect there's a problem with how the Epic Games version of Ark is talking to Steam. With the DefaultPlatformService line removed the game both gives me a splash screen and is running enough to give me an entry in the task manager and even make it to the loading screen before the new crash. To be fair, even GOG Galaxy also seems to bounce around between 1-5 GPU utilization. It makes me think that Epic is using GPU cycles for cryptocurrency mining or something - not an accusation, just a thought. Now, I'm pretty sure removing things like this isn't really fixing anything other than introducing other problems, but since the game can load a bit further before displaying the "new" problem it seems like it is related in some way. It seems that the launcher is typically loading the GPU to between 5-10 utilization, even when its just open and doing nothing else. One segment at a time until I got the same result, then one line at a time until the single line was identified. When the file was identified I opened it up in Notepad++ and did the same thing with the code. ![]() Then I put the folder back and removed one file at a time from that folder until I got the same result. A significant variety of changes need to be made that have come to be expected of a game launcher, but hopefully, these updates will be available in the. I removed one folder at a time from the install until the game did something other than just silently crash. An Offline Option is Still Not Available. Wow - how did you manage to manage to narrow it down to "DefaultPLatrofmService=SteamEOSComposite" ? ![]() ![]() From the menu options, choose “set as wallpaper.” Now decide whether you want to to use your new wallpaper as your home screen background, lock screen or both, and choose the appropriate option. Click on the image, then look to the upper right corner and click on the menu button (three vertical dots). Wallpaper below is Battlefield 4 Air Combat, its original resolution is 1920x1080 and it has been cropped to 2560x1440,different from other wallpaper. Then open your gallery/photos app and from there open the “download” folder, where you will see the image you just downloaded. #BATTLEFIELD 4 WALLPAPER 2560X1440 DOWNLOAD#Now you will able to crop or arrange the image to your liking when it looks perfect, tap “set.” The only thing left to do is select whether you want the image to be your lock screen, home screen or both.and enjoy!Īndroid: Choose one of our many exquisite wallpapers and download it by clicking on the yellow “download” button just below the image. Use the “share” button (looks like an arrow curving out of a box) and then select the “use as a wallpaper” button. Next choose “save image” from the options below, go to your Photos and find the image you just downloaded. Then tap on the image and hold for a few seconds. IPhone/iPad: Select a beautiful wallpaper and click the yellow download button below the image. Now go back to your desktop and admire your new wallpaper! On your computer, find the downloaded image and click on the photo. Then click Apple Menu > System Preferences > Desktop & Screen Saver > Desktop. 2048x1152 Sexy Battlefield 4 Wallpaper by das-joe 4K HD Desktop Wallpaper. 5120x1800 Battlefield 1 Wallpapers, Pictures, Images. 3840x2160 Best Battlefield 4 Wallpapers 36627 Wallpaper Download HD Wallpaper. ![]() Mac: Find a wallpaper you love and click the blue “download” button just below. 1920x1080 Battlefield Wallpaper : Find best latest Battlefield Wallpaper in HD. Find the image on your computer, right-click it and then click “set as desktop background.” Now the only thing left to do is enjoy your new wallpaper! When you click the “download” button, the wallpaper image will be saved, most likely in your “downloads” folder. Just below the image you’ll see a button that says “Download.” You will also see your screen’s resolution, which we have figured out for you. ![]() ![]() ![]() ![]() In this article, we attempt to extend their effort to narrow the gap between real options theory and practice by applying our own modification of Copeland and Antikarov’s approach to an actual company in the e-commerce industry. In a book published in 2001,1 Tom Copeland and Vladimir Antikarov presented a real options approach that attempts to expand the range of potential applications beyond the few areas where real options appear to have had the most success-namely, corporate investments involving commodities such as minerals and oil and gas. Lthough both academics and practitioners have accepted the basic insight of the real options valuation method-that many corporate investment opportunities contain valuable sources of flexibility-progress in applying the method has been disappointing. Real Options Valuation: A Case Study of an E-commerce Company by Rocío Sáenz-Diez, Universidad Pontificia Comillas de Madrid, Ricardo Gimeno, Banco de España, and Carlos de Abajo, Morgan Stanley* Rocío Sáenz-Diez, Universidad Pontificia Comillas de Madrid, Ricardo Gimeno, Banco de España, and Carlos de Abajo, Morgan Stanley Real Options Valuation: A Case Study of an E-commerce Company Stock Option Expensing: The Role of Corporate Governance Curtis, Ernst & Young Luc Soenen,Universidad Catolica del Peru, and Robert Johnson, University of San Diego John Martin, Baylor University, and Sheridan Titman, University of Texas at Austin Marc Zenner, Matt Matthews, Jeff Marks, and Nishant Mago, J.P. The Equity Market Risk Premium and Valuation of Overseas Investments Transfer Pricing for Corporate Treasury in the Multinational Enterprise The Era of Cross-Border M&A: How Current Market Dynamics are Changing the M&A Landscape #Real options valuation risk case study how toMultiple Discount Rates: How to Limit “Influence Costs” in the Capital Allocation Process Michael Bradley, Duke University, and Gregg Jarrell, University of Rochester Real Asset Valuation: A Back-to-Basics Approachĭavid Laughton, University of Alberta Raul Guerrero, Asymmetric Strategy LLC and Donald Lessard, MIT Sloan School of ManagementĮxpected Inflation and the Constant-Growth Valuation Model Yakov Amihud, New York University, and Haim Mendelson, Stanford University Liquidity, the Value of the Firm, and Corporate Finance Panelists: Robert Bruner, University of Virginia Robert Pozen, MFS Investment Management Anne Madden, Honeywell International Aileen Stockburger, Johnson & Johnson Forbes Alexander, Jabil Circuit Steve Munger and Don Chew, Morgan Stanley. In This Issue: Valuation and Corporate Portfolio Management Corporate Portfolio Management Roundtable Presented by Ernst & Young V O LU M E 2 0 | N U M B E R 2 | s p ring 2 0 0 8ĪPPLIED CORPORATE FINANCE A MO RG A N S TA N L E Y P U B L I C AT I O N ![]() 1/3/2023 0 Comments Anytrans 5.1.1 license code![]() ![]() Support Music and Video Library management(Previous iTunes Library) for macOS 10.15 UI / UX optimization for the Photo category, and improved the photo managing experience Add print feature of messages, WhatsApp, LINE and Viber messages Add time filtering function for messages Transfer shooting videos directly to Photos app Support management of encrypted Note files Optimize management of Safari bookmark, Contact, Calendar, and Note when enabling cloud synchronization in Device Manager Optimize the iCloud Manager feature to improve User Experience Add photos analysis feature to discover your exclusive life stories in Photos Improved Apps to iPhone transfer feature Optimized the UI, UX, and function of Backup to iPhone transfer Optimized the UI, UX, and function of Phone to iPhone transfer #Anytrans 5.1.1 license code android#Added a new feature to transfer WhatsApp data from an Android phone to iPhone Optimized the management function of messages to let users view attachments only Optimized the UI of Home Screen Manager feature Added support for Podcast and Books in Media Library (Mac 10.15) Added support for Audiobooks in iTunes Library Optimized iTunes Library/Media Library feature Added a new feature to export HEIC images as PDFs Optimized the functions, processes and UI of Ringtone Maker Optimized the functions, processes and UI of Media Downloader Optimized the functions, processes and UI of Social Message Manager Optimized the functions, processes and UI of Backup Manager Optimized the functions, processes and UI of Phone Switcher Optimized the experience of data loading process Fixed the problem in transferring Messages, WhatsApp Messages, and LINE Messages #Anytrans 5.1.1 license code pro#Support ProRAW photos on iPhone 12 Pro and iPhone 12 Pro Max that are running iOS 14.3 Added support to manage photos, vidoes, music, files and contacts via Wi-Fi ![]() Added support to connect an iOS device to the computer via Wi-Fi Improved the speed of loading device data via Wi-Fi connection Optimized the UI of Social Messages Manager feature Added a new function to transfer data between Google Account and iCloud Optimized functions, and improved software stability Updated to support restoring WhatsApp from a Google Drive backup to the iOS device Updated to support iPhone 13 mini, iPhone 13, iPhone 13 Pro, iPhone 13 Pro Max, iPad mini (6th generation), and iPad (9th generation) Optimized the functions and improved software stability Added HEIC conversion function, to convert HEIC images into JPG/JPEG/PNG format in 1 click ![]() |
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