(where is the transpose of B) has been used to characterize structured covariance matrices. For instance, the Lyapunov equations and (where A * is the conjugate transpose of A) are used to analyze of the stability of continuous-time and discrete-time systems, respectively. Linear matrix and matrix differential equations show up in various fields including engineering, mathematics, physics, statistics, control, optimization, economic, linear system and linear differential system problems. Finally, the analysis indicates that the Kronecker (Khatri-Rao) structure method can achieve good efficient while the Hadamard structure method achieve more efficient when the unknown matrices are diagonal. Second, we extend the use of connection between the Hadamard (Kronecker) product and diagonal extraction (vector) operator in order to construct a computationally-efficient solution of non-homogeneous coupled matrix differential equations that useful in various applications. First, we formulate the coupled matrix linear least-squares problem and present the efficient solutions of this problem that arises in multistatic antenna array processing problem. In the present paper, the results are organized in the following ways. To be precise about these reshaping we use the vector and diagonal extraction operators. In Kronecker products works, matrices are some times regarded as vectors and vectors are some times made in to matrices. Keywords: Matrix Products Least-Squares Problem Coupled Matrix and Matrix Differential Equations Diagonal Extraction Operator Department of Basic Sciences and Humanities, College of Engineering, University of Dammam, Dammam, KSAĮmail: Marevised Apaccepted May 4, 2012
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The images are stored in subfolders according to their label: /Ī custom Dataset class in PyTorch must implement three functions: _init_, _len_, and _getitem_, which are implemented below: import osĭef _init_(self, filesystem, annotations_file, img_dir, transform=None, target_transform=None): Shop Storex Black Letter Portable File Storage Box with Drawer - compare prices, see product info & reviews, add to shopping list, or find in store. Discover our great selection of Storage File Boxes on. The assumption is that an annotations file (in CSV format) exists that looks like: image_path, label In this example, you create a PyTorch custom dataset for processing images. 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Unzip the ICLOCS2 source files into the desired folder, and add the included src folder and its all subfolders to MATLAB's path directory (can easily acess throuth the Set Path botton). = optimoptions('fmincon','Display','iter','SpecifyObjectiveGradient',true,'Specif圜onstraintGradient',true,'MaxIterations',5000) To enable the use of fmincon in ICLOCS2, please adapt the following settings Therefore, we would recommend to use fmincon only for sanity checks. However this is not recommondedīecause the solution speed can be significantly slower with a higher chance of failure. ICLOCS2 also support the use the builtin fmincon function from MATLAB. Note that many (latest) versions of WORHP no longer include the MATLAB interface and is not supported. The matlab directory containing the MATLAB interface need to be added to MATLAB's path directory (can easily acess throuth the Set Path botton). This proprietary software is available from their website andĪcademic users may be able to obtain a free license. WORHP, also referred to as eNLP (European NLP solver) by ESA, is a sequential quadratic programming (SQP) based NLP solver. Licenced users are recommeded to obtain the HSL library for use of the MA57 linear solver. Windows users are recommened to install OPTI Toolbox which will have IPOPT included.Īnother option is to refer to this installation guideįrom ETH to compile the latest version of IPOPT, however note that the document may become outdated and modifications in the steps may be needed.Īlso, there are pre-compiled (despite earlier version) IPOPT mex files availble for MATLAB. Interior point based solver IPOPT is the prefered solver for ICLOCS2, and can be obtained freely from Github toghether with the MATLAB interface. Current version of ICLOCS2 supports the use of IPOPT, fmincon and WORHP for solving the NLP problems. ICLOCS2 will transcrible the optimal control problems into nonlinear programming (NLP) problems. Let us help you setup ICLOCS2 and get it working in no time.įor proper functioning of ICLOCS2, you will need to have Mathworks MATLAB version 2017a or later installed. The iPhone XS and XS Max also add stereo audio capture to video, along with wider dynamic range, so video looks and sounds better than the iPhone X. Overall, the iPhone XS and XS Max offer better camera performance than the already great iPhone X, including improvements in low light. This betters the previous HDR system thanks to more power, meaning it can give you better HDR photos in any conditions. The display is also HDR-enabled, so images look bigger and better with accurate colour. Watching videos or playing games - the iPhone Xs Maxs 16.51-cm (6.5) OLED Super Retina HD Display is a beautiful canvas for everything that you do. 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Generally, unless the larger iPhone has something specific that you want, I'd recommend getting the smaller one. But I wanted the larger screen, and so I knew exactly why I was getting the iPhone XS Max, and what the trade-offs would be. I say this as someone who uses the iPhone XS Max everyday without regret. If you're not sure you need either more battery life or a larger screen, get the iPhone XS. If you know you need the battery life and either want or will deal with a bigger phone and an additional $100 to get it, by all means, pick up the iPhone XS Max. Despite the fact that it's advantages are mostly down to personal taste, I'd still recommend that most people get the iPhone XS over the iPhone XS Max. DICK HATED THE SCRIPT (AT FIRST).ĭick passed away before the film was completed, but he kept up with the script as it went through various permutations. Dick later, and he said, ‘I understand you couldn’t read the book.’ And I said, ‘You know you’re so dense, mate, by page 32, there’s about 17 storylines.’” 5. (It’s one of over a dozen movies based on his works.) But Scott didn’t read the book before making the movie: “I actually couldn’t get into it. RIDLEY SCOTT DIDN’T READ THE BOOK ON WHICH IT’S BASED.īlade Runner is (loosely) based on Do Androids Dream of Electric Sheep? by legendary sci-fi author Philip K. “Frankly,” Scott later said, “I think it might have been something as simple as money.” 4. Hoffman, Scott, Fancher, producer Michael Deeley, and production executive Katherine Haber worked on the film for months, workshopping Deckard’s character and shifting the script in a more “socially conscious” (Scott’s words) direction until Hoffman abruptly dropped out in October of 1980. “I figured, unlikely though he may be in terms of his physical size as a sci-fi hero, as an actor Hoffman could do anything,” explained Scott. Ridley Scott wanted to go in a completely different direction by casting Dustin Hoffman, whom he later acknowledged didn’t really fit the type. DUSTIN HOFFMAN ALMOST PLAYED DECKARD.Īt various times during development, Blade Runner’s original screenwriter, Hampton Fancher, pictured Robert Mitchum, Christopher Walken, and Tommy Lee Jones as Rick Deckard. Anything, anything, just put it to rest.’” 3. “Ridley didn’t think that was all that important.” Still, Scott has worn his leading man down over the years: “ given up now. “I thought it was important that the audience be able to have a human representative on screen, somebody that they could have an emotional understanding of,” Ford said in 2013. While Scott’s long been clear on his interpretation of Deckard as a replicant, Ford takes the opposite viewpoint, preferring to think of his character as human. “If Gaff knew about that, is Gaff’s message to say, ‘I’ve basically read your file, mate.’” He knows about Deckard’s private daydreams because those daydreams were implanted in his (bionic) brain. “The unicorn that’s used in Deckard’s daydream tells me that Deckard wouldn’t normally talk about such a thing to anyone,” Scott explained to WIRED in 2007. In the director’s cut (not the original theatrical version), there’s a short scene where Deckard daydreams about a unicorn later, near the end of the film, Gaff (Edward James Olmos) leaves an origami unicorn for Deckard to find. It may be a major point of contention with sci-fi fans, but to director Ridley Scott the answer is clear: Yes, Blade Runner Rick Deckard is a replicant. RIDLEY SCOTT SAYS RICK DECKARD IS DEFINITELY A REPLICANT. Though Ridley Scott's original 1982 film may be getting a modern update with Blade Runner 2049, we're taking a look behind the scenes of one of the most iconic sci-fi movies of all time. All of Roy Batty’s precious moments may be lost in time, like tears in rain, but these Blade Runner facts aren’t going anywhere. Sets sprint to be the default movement mode.Īutomatically opens doors upon interaction. Sets sprint to be an on/off toggle or a hold to sprint. Selects which server you wish to connect to.Įspañol (Latinoamerica) (Spanish (Latin America)), These settings control general gameplay in all gamemodes, such as building, combat, matchmaking regions and overall gameplay in Battle Royale, Save The World, and Creative. Use this to help developers track the reasons for crashes. Selects which low-level rendering system to use. Shows your FPS (Frames Per Second) in-game. Higher geometric settings give 3D objects a more detailed shape.Īdd details to lower objects and interactions in-game.Įliminates screen tearing by rendering and presenting a full frame. Super Resolution methods do the same while additionally improving performance by rendering fewer pixels each frame to generate the same resolution output.ĭetermines whether objects will have shadows, and the visibility of the shadows. Off, FXAA, TAA, TSR Low, TSR Medium, TSR High, TSR EpicĪnti-Aliasing smooths jagged edges and can stabilize the image under motion. NOTE: The higher the quality, the lower performance may be.Īllows you to adjust multiple video options at once. Test different provided images to see the color that works best for you.ĭetermines the strength of color blind mode.Ĭhanges the quality of the game. NOTE: Performance may be reduced if the frame rate is higher.Īdjusts the contrast of the user interface. Window mode allows you to select from 3 display window options.ĭisplay Resolution determines the size of the window in Windowed Mode.ĭetermines your frame rate in-game. These settings control the display and graphics of your game. It’s edited to feel sluggish, and the camera rarely, if ever, moves in a way that captures momentum. But for the most part, every bit of fight choreography feels designed for minimum impact. It has one single sequence, involving Keaton fighting his way through a crowded market, where the punches have “oomph” and the environment feels like it’s part of the story - also known as the baseline for action in a visual medium. You would think the violence makes up for the film’s lack of, well, anything of note, but even the action feels limp, and there isn’t much of it that stands out beyond the first few scenes. The movie was rated R, though clearly not for its sexuality. The closest thing The Protégé has to sex scenes is a fight sequence that briefly threatens to become sensual, and a shot of two naked characters hidden under a blanket after they’ve done the deed off-screen. It’s like watching gold be turned to lead. These are characters who simultaneously want to kill and screw each other, played by actors who are more than capable of radiating appeal - all they need to do is show up - but they seem to want to be on camera less than the cast of Movie 43. Smith, with anything remotely risqué ripped out in favour of something absurdly conservative. There’s probably a much more passionate version of their scenes together somewhere on the cutting room floor.Īfter a while, it begins to feel like a VeggieTales reenactment of Mr. As the film goes on, their attempts to balance lust and animosity get lost in a haphazard edit that can only seem to conceive of human behaviour as what’s being said in words, rather than why those words are being said, or what conversations are being had by people’s body language and lingering glances. Both Q and Keaton speak at a rapid-fire pace, but neither one seems to consider or react to the other’s advances - at least, not in the shots that made it to the screen. Rembrandt carries himself suavely when he first meets Anna - who moonlights as an antique book salesman - but when their dialogue turns to flirtation, something feels deeply off. This stiltedness permeates the rest of the film, especially when Keaton’s character enters the fray. When Moody is attacked one night, Anna is forced to trace his assailants back to her home country, where she begins to untangle a web from Moody’s past as mysterious clean-up killer Rembrandt (Keaton), with whom she shares a connection, weaves in and out of her story. Their interactions with each other are warm and easygoing, but they work with cold-blooded, clockwork precision. The film follows Anna (Q), an international assassin trained by world-class killer Moody (Jackson), who once rescued her in her native Vietnam, and is now her partner on high-paying hit-jobs. You have to try extra hard to mess up a sure thing that’s as sure as this. The result is an anti-reel - an inverse-calling card for every participant, all of whom have proven time and time again that they could pull this off in their sleep. The Protégé, however, feels like it was assembled from filmed rehearsals on set, with everyone simply going through the motions and reserving their talents for the next proper take. Director Martin Campbell helmed Casino Royale. In practice, it’s a black hole that consumes any hint of tension, chemistry, and excitement, which is downright shocking when you consider who’s involved and how familiar this territory is for them. On paper, The Protégé has all the makings of a slick, sexy action thriller with a strong emotional core. Add options nvidia "NVreg_RestrictProfilingToAdminUsers=0" to /etc/modprobe.d/nfįor some reason tensorflow 2 tries to run ptxas based on a relative path, and not from the system path.(Source: tensorflow/tensorflow#35860 (comment)) First lets install Jupyter Notebooks: conda install -y jupyter Then we will create a. Activate new environment: conda activate ENV_NAME_HEREĮxtra Fix for error CUPTI_ERROR_INSUFFICIENT_PRIVILEGES Once installed with default options, open the Anaconda Prompt from the applications menu in Windows 10.v1: conda create -name ENV_NAME_HERE tensorflow-gpu=1.15.v2: conda create -name ENV_NAME_HERE tensorflow-gpu.Create conda environment with tensorflow-gpu support:.conda deactivate conda activate tf Make sure it is activated for the rest of the installation. conda create -name tf python3.9 You can deactivate and activate it with the following commands. Execute the bash installer from the terminal (it is just a bash script): bash Miniconda3-p圓94.9.2-Linux-x8664.sh. osx-arm64v4.1.3 linux-64v4.1.3 win-32v2.0.0 osx-64v4.1.3 win-64v4.1. Create a conda environment Create a new conda environment named tf with the following command. This is just the Python version of the (base) environment, the one that conda uses internally, but not the version of the Python of your virtual environments (you can choose the version you want). Install it: bash Miniconda3-latest-Linux-x86_64.sh Info:This package contains files in non-standard labels.
Also, the arrangement is very unusual!Īfter a short intro in the key of G we get verse – bridge – chorus, all with a different take on the I – IV – V concept. Me and Bobby McGee’s chords and progressionsĪs a chord enthusiast, I find Me and Bobby McGee’s chords intriguing. Lord, a Lord, a Lord, a Lord, a Lord, a Lord, a Lord, a Lord, oh. Hey now, Bobby now, hey now Bobby McGee, yeah. I said, I call him my lover, did the best I can, come on. Well, I wanna call him my lover, call him my man. Hey now, Bobby now, now Bobby McGee, yeah. Lord, oh Lord, oh Lord, lo-da-da, na-na-na, na-na-na, na-na-na. La-da-da, la-da-da, la, da-da, la, da-da. La, la-la-la-da-da, Bobby McGee, yeah, oh yeah. La-da-da-da-da-da-da-da, Bobby McGee, yeah. La-da-da, la-da-da-da, la-da-da-da-da-da-da. That feelin’ good was good enough for me, mm-hm. Nothin’, and that’s all that Bobby left me, yeah.īut if feelin’ good was easy, Lord, when he sang the blues. He’s lookin’ for that home, and I hope he finds it.īut, I’d trade all of my tomorrows, for one single yesterday. One day up near Salinas, Lord, I let him slip away. Through all kinds of weather, through everything we done. There Bobby shared the secrets of my soul. Key changeįrom the Kentucky coal mine to the California sun, You know feelin’ good was good enough for me, yeah. Nothin’, don’t mean nothin’ hon’ if it ain’t free, no-no.Īnd feelin’ good was easy, Lord, when he sang the blues. Chorus 1įreedom is just another word for nothin’ left to lose. Windshield wipers slappin’ time, I’s holdin’ Bobby’s hand in mine. I’s playin’ soft while Bobby sang the blues. I pulled my harpoon, out of my dirty red bandana. When I’s feelin’ near as faded as my jeans.īobby thumbed a diesel down, just before it rained.Īnd rode us all the way into New Orleans. Busted flat in Baton Rouge, waitin’ for a train. This basic mattress has a simple construction: a 13.5cm core made of Bonnell springs, covered in matting, plus a 1.5cm layer of foam closest to where you sleep. The Vadsö is Ikea's cheapest pocket sprung standard double mattress. We don't like: Cover isn't removable for washingĪt number five in our list is another super-cheap mattress from Ikea.We like: Arrives rolled up, lightweight, doesn't need to be flipped over, cold to lie on.Is it worth splashing out on this Ikea mattress? Read our Ikea Vågstranda mattress review to find out.ĭoes Ikea make the most comfortable mattresses? read our guide to the Best mattress brands to find out. Despite the layers of foam, it's still classed as cold to sleep on so better suited to those who prefer a cooler feel when they get into bed, or those who overheat easily at night. We tested the firm version, but in our independent tests we rated it 6.8 (on a scale where one is firmest and 10 softest), so it could be softer than you expect. We don't like: Cover isn't removable for washing, it's heavyĮxpensive for an Ikea mattress - currently one of Ikea's most expensive pocket-sprung standard double mattress - but still cheaper than many other brands.įor your money, you'll get a mattress with two pocket sprung cores, one 14cm deep and one 9.5cm deep, as well as a layer of PU foam, topped with a thinner layer of high resistance PU foam, which Ikea says is designed to be soft but recovers shape quickly.We like: Arrives rolled up, It's cool to sleep on, doesn't need flipping over. |
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