![]() ![]() The “secret sauce” to tf.data lies in TensorFlow’s multi-threading/multi-processing implementation, and more specifically, the concept of “autotuning.” The short answer is yes, using tf.data is significantly faster and more efficient than using ImageDataGenerator - as the results of this tutorial will show you, we’re able to obtain a ≈6.1x speedup when working with in-memory datasets and a ≈38x increase in efficiency when working with images data residing on disk. Is tf.data more efficient for building data pipelines?įigure 2: The “tf.data” module is significantly faster than the “ImageDataGenerator” class due to an optimized producer/consumer relationship ( image source). Working with data is now significantly easier using tf.data - and as we’ll see, it’s also worlds faster and more efficient than relying on the old ImageDataGenerator class. The tf.data API makes it possible to handle large amounts of data, read from different data formats, and perform complex transformations. The pipeline for a text model might involve extracting symbols from raw text data, converting them to embedding identifiers with a lookup table, and batching together sequences of different lengths. For example, the pipeline for an image model might aggregate data from files in a distributed file system, apply random perturbations to each image, and merge randomly selected images into a batch for training. The tf.data API enables you to build complex input pipelines from simple, reusable pieces. The TensorFlow v2 API has gone through a number of changes, and arguably one of the biggest/most important changes is the introduction of the tf.data module. The ImageDataGenerator function, while a perfectly fine option, wasn’t the fastest method either. Manually implementing your own data loading functions is hard work and can result in bugs.
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![]() I think we should all be worried,” she said. Sneed said Azuree would sometimes come over to play with her children. “We have kids I don’t know what to think.” He was a handsome, smart little guy.”īrittney Sneed, another neighbor, has an 8-year-old daughter and two boys, a 2-year-old and a 5-month-old. “This is a severe tragedy, and it hits close to home,” Pace said. They said police had not given them much information.Įast Ken Manor resident Gina Pace said she had just seen Azuree outside playing the day before with other neighborhood children. “The kid was like one of my kids or one of my grandkids.”Īs police and detectives placed caution tape near the scene, concerned residents looked on, not really understanding what had happened or if there was reason to be concerned for their safety. It feels like it happened to me,” he said. Taylor said he sometimes spends time outdoors with the neighborhood kids and occasionally offers them Popsicles or candy as they play. “She was one of the few that took care of their kids.” “She was always outside with the kids,” he said. He said his thoughts are with the family. Taylor said he has lived in East Ken Manor for 10 years and knows Azuree’s mother. Ziccarelli, speaking to the media at New Kensington City Hall, declined to offer specifics on the child’s death. ![]() We will not rest until we determine what or who caused this child’s death.” “To our community at large, hold your children close,” she said. She confirmed the boy was later found dead and the Westmoreland County Detective Bureau is working the investigation with New Kensington police. Wednesday to investigate the report of the missing boy. Ziccarelli said in a prepared statement that New Kensington police were dispatched to the scene at 6:18 a.m. He was a very, very nice kid, always well mannered. “He laughed all the time and played with his sisters all the time. “He was a very gentle, nice kid,” Taylor said. Taylor said Azuree had three younger sisters, and they all lived with their mother in the complex. He said he doesn’t know what happened to Azuree but that the boy had been sick and had gone through a lot of operations. The boy was clothed but not wearing shoes or socks, Taylor said. “I knew something wasn’t right because my lawn chair was out of place,” Taylor said. When he found Azuree’s body, he said, it was under a lawn chair. Taylor said he offered to help police look for Azuree because he knows where the kids usually hang out and play. Taylor said police were knocking door to door and told him the boy had been missing since Tuesday night. in a wooded area behind Taylor’s home, he said. ![]() The coroner’s office said it is being investigated as a homicide, according Tribune-Review news partner WPXI-TV.Īzuree’s body was found by 70-year-old Osie Taylor Jr. ![]() Westmoreland County District Attorney Nicole Ziccarelli was also at the scene. The Westmoreland County coroner was called to the scene Wednesday afternoon at East Ken Manor, a Westmoreland County Housing Authority complex along Haser Drive. Police are investigating the death of a 9-year-old boy, Azuree Charles, in New Kensington. ![]() ![]() ![]() We will be releasing the newest Black Friday promo codes for Expedia US on this page. Save on your Black Friday online bookings for vacation rentals and flights at by applying Expedia online coupons for additional savings on car rentals, hotels and vacation packages. 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![]() ![]() If you are comfortable with any kind of computer coding, the language used is pretty simple and easy to grasp I would put it on par with basic HTML in terms of complexity (it’s Unix-based and is similar to LaTeX). LilyPond is a full-featured program that allows you to produce sheet music by writing code in a text-based format. If you are a casual user that may really be the only thing you need to know: MuseScore is fully-featured, can manage almost anything you can imagine and is free to use.īefore I get into a more detailed comparison of those four options, I’ll note two other choices to consider: LilyPond and Mus2. So right off the bat, MuseScore has the advantage of being essentially free to use. I’m only comparing the “full” versions of the programs here-they all offer lower-priced and even free options with fewer features but it’s not really worth considering those, partly because many of the features that aren’t available in those versions are ones you will need for notating maqam-based music. MuseScore is open-source and can be used for free. The “Big Three” are all relatively expensive: Finale lists for $600 (though right now it appears to be on sale for $299), Sibelius uses a subscription model priced at $199 per year, and Dorico is $580. There is also a relative newcomer that has made big improvements in the past few years, MuseScore. There are three “major” notation programs currently being used by most professionals: Finale (by MakeMusic), Sibelius (by Avid), and Dorico (by Steinberg). “Nonstandard” key signatures (anything other than the traditional 14 major/minor key signatures).Free/Open meter (no time signature or bars, for notating taqasim, mawwal, layali, and similar metrically free passages).Microtonal accidentals and key signatures.There are a few things a notation program has to do well in order to handle maqam-based music. Okay, now if you want a bit more info on the programs and how I came to those conclusions, read on.įirst, I’ll explain my criteria for evaluation. If you are on a tight budget, or are a more casual user: MuseScore If you’re pretty computer savvy and don’t mind a text/code-based system: LilyPond If you’re only doing Maqam/makam music and relatively basic scores: Mus2 If you’re a professional and creating scores for performance purposes: Dorico If you just want my conclusions here they are: Though not an exhaustive evaluation, this will be kind of a deep dive. A question that I’m frequently asked is “what is the best music notation software for Arabic music?” Since it seems to be a perennial question, I thought I’d make a post to collect my thoughts on the question. ![]() ![]() ![]() Slope Indicate is included in the main machine display and shows side slope and uphill/downhill grades to help operators with slope work.AutoCarry automates blade lift to help you maintain consistent blade load and reduce track slip.*.Traction Control automatically reduces track slip to save you time, fuel and track wear.*.Actively monitors machine load and track slip to help you reach optimal pushing capacity.* Blade Load Monitor gives you real-time feedback on current load versus the optimal blade load based on your ground conditions.Stable Blade works seamlessly with operator inputs to help produce a smoother surface when operating manually.Helps reduce operator fatigue by automatically maintaining straight travel with light loads or heavy loads on flat ground and side slopes. Steer Assist automates track and blade tilt steering.For machines with 3D, operators can easily switch back and forth from full 3D automatics to Slope Assist. ![]() Cat Grade with Slope Assist™ automatically maintains pre-established blade position without a GNSS/GPS signal – no additional hardware or software needed.Seasoned operators can enjoy reduced effort and fatigue, along with faster, more accurate results. Some blade and steering functions are automated so newer operators can work at productivity levels closer to their veteran counterparts. Assist features help make work easier, especially for less experienced operators. ![]() ![]() ![]() ![]() Not only do cups made for measuring liquids make it easier to pour, but it also places the measurement lines slightly lower than the top edge. However, without getting into fluid dynamics and surface tensions, and all that sort of thing, just know there is a reason liquids are measured in cups that have spouts. So, this is important to remember, the utensils you use to make your measurements are important to use correctly.Ī cup for measuring dry ingredients will have a straight and even top edge to make it easy to level off a perfect measure of the dry ingredients. Remember we are talking LEVEL tablespoons here. ![]() The place to be mindful is the temptation to make your tablespoons heaping tablespoons. This holds true for any liquids like oils, vinegars, etc. And 16 tablespoons is still going to equal a cup whether it is the turbinado, the powdered, the white or the brown sugar, and the simple syrup is the same no matter how much almond extract you add to it. So, if you are measuring a cup of sugar, or a cup of simple syrup, then a cup, is a cup, is a cup. There, now didn’t that make things a bit easier? Is there a Difference Between Wet and Dry Measurements?Īgain, if you are in the lab or dealing with a particularly persnickety fact checker, then there is a difference between measurements of liquids and solids.īut when it comes to cooking measurements, then “liquid” and “dry” ingredients are measured the same exact way. As an Amazon Associate, I earn from qualifying purchases. If you stick with the notion that 16 tablespoons equal one cup, then it won’t matter if you bought your tablespoons and cup measures in France, England, or America. The difference between them all is not as important as the ratio of tablespoons to a cup. Unless you are a Nobel nominated scientist whose calculations come down to the microns, then it doesn’t really matter. In fact, there are four different types of measurements. Standardization of measurements has come a long way from ancient times, but it still hasn’t quite reached a single consensus. Why are there four Different Forms of Measurements? So hopefully, this helps set cup, teaspoon, tablespoon, ounce, wet, and dry measurement anxieties aside, like the peel destined for the trash from a level cup of cut onions.īear with me though, because at first glance measurements can be confusing. Figuring out cooking measurement conversions should not be challenging or difficult. Take that one step further, one smidgen more, because even baking should be fun. ![]() ![]() In contrast, the youth folk musical found its genesis in local congregations, especially among Southern Baptists, with the composition of Good News (1967) by Bob Oldenburg. Stephen Schwartz followed this with Godspell (1971), which opened off-Broadway. Webber and Rice preceded Superstar with Joseph and the Amazing Technicolor Dreamcoat, a rock musical comedy. The Christian rock musical gained prominence with Jesus Christ Superstar (1970), music by Andrew Lloyd Webber and lyrics by Tim Rice, which opened on Broadway in 1971. For the original recording of Celebrate Life, see. Red received honorary doctorates from William Jewell College (Independence, MO) and William Carey College (Hattiesburg, MI). He was the executive record producer of the most widely used music textbooks in the United States, Silver Burdett Making Music Series. He founded the critically acclaimed male chorus, The Century Men, at the request of the Southern Baptist Radio and Television Commission in 1969 and served as its director until 2013 (Hammond, 1992, pp. Clawson and Courtney were married in 1973.īuryl Red, a native of Little Rock, Arkansas, graduated from Yale University (MM, 1961) and was active as a composer, editor, orchestrator, producer, and consultant in venues throughout the United States, including Broadway as well as abroad. 1948) was the featured soloist on the original cast album of the musical. ![]() Dove and Grammy award winner Cynthia Clawson (b. He has published several books of poetry. Courtney’s career has consisted of freelance work and positions at Southern Baptist Theological Seminary (Louisville) as Associate Professor of Church Drama (1984–89) and Director of the Center for Christianity and the Arts, Houston Baptist University. Both Courtney and Red share Baptist roots, Courtney as an alumnus of Louisiana College (BA, 1964), and Red as an alumnus of Baylor University (BM, 1957). These words were enhanced with a musical setting by Buryl Red (1936–2015) in one of the most successful youth musicals of the last decades of the twentieth century, Celebrate Life (1972). 1941), a playwright, poet, and actor, provided a memorable paraphrase and interpretation of the Words of Institution. Ruston, Louisiana, native Ragan Courtney (b. Most liturgies base their Communion narratives on I Corinthians, which uses these words after each of the elements, giving extra weight to “remembrance.” In countless churches, Communion Tables have this sentence etched into them, making the phrase visually dominant in the ritual space, even during worship when not observing Communion. Two of these accounts include the sentence, “Do this in remembrance of me,” found once in Luke (22:19) and twice in I Corinthians (11:24 and 25). ![]() These words are central to the observance of the Lord’s Supper, Holy Communion, or Eucharist, depending on the particular faith tradition. ![]() Four accounts of the Words of Institution appear in scripture-three in the synoptic gospels (Matthew 26:26-28 Mark 14:22-24 Luke 22:19-20) and one from the epistles (I Corinthians 11:23-25). ![]() ![]() ![]() This should also prohibit most windows hotkeys like Win R since your program doesn’t map it and explorer isn’t running to catch it, I think mostly the Ctrl Alt Del would work, but not too many others (Win L would probably still work or is it Win K, whatever it is to lock the screen). Also if someone else finds a way to launch explorer.exe it would only function as a file manager, it shouldn’t bring a desktop up. I suspect your program would have to be in the same folder as explorer.exe. You could also potentially replace the explorer shell with your application by editing the registry at HKEY_LOCAL_MACHINE\Software\Microsoft\Windows NT\CurrentVersion\Winlogon\ShellĪnd setting explorer.exe to your AutoIt Program name. Which according to this website is the command logoff You could probably put something together within AutoIT to launch the exact path for the remote desktop software and then create an event within your au3 script that checks for mstsc.exe to see if it is running and in the event that it isn’t it could trigger a logout. How to enable Remote desktop from command lineĬlever Idea, You could effectively make a machine run like a terminal. ![]() By specifying this complete path we can launch connection manager. It is usually installed in the path C:\Program Files\Remote Desktop Connection Manager\RDCman.exe. ![]() There is no Run command for opening remote desktop connection manager directly. These commands work on XP, Vista, Windows 7 and Server 2003/2008 operating systems. Select Windows Terminal or Windows Termina (Admin) to open the Terminal app. Press Win X or right click on the Start menu to open power user menu. mstsc /v:computername Run command to specify remote desktop connection settings using a rdp file mstsc RDP_filenameĪ RDP file can be created using the ‘ Save As‘ button in the General tab in mstsc(Remote desktop connection client) window. Open From Windows Terminal App As Microsoft recommends using Windows Terminal app for command shell, you can use Command Prompt from Terminal app. mstsc /f Run command for specifying the remote computer name from the command itself Run command for opening remote desktop session in full screen modeĪdd /f switch to the command. This command can be run from command prompt or from Run window. To do this we need to add /console switch to the mstsc command. This allows us to login back to the same user session if we already have one. To avoid this we can open a connection to the console. This opens the project up in folder view. Mstsc commandĮvery time we connect to the server it opens a new user session. Type devenv to open the project in Visual Studio from the command prompt. A computer running Windows server edition can support remote sessions for multiple users at the same time. A system running Windows 7/Windows 10 allows only one remote desktop connection at a time, means only one remote user can work on it any time. ![]() ![]() ![]() You'll be able to check that your loved one is receiving sufficient care and support. If you are worried about the level of care offered to a loved one living in an adult care facility, a hidden spy cam in their room can keep you in the know. The double-uses and convenient sizes of spy cameras mean they can be placed anywhere without attraction suspicion, here at some common uses of spy cameras: Nannies and Children Whether you need to keep an eye on a nanny or au pair, an adult care, a spouse, an adult in a care facility, or employees at your place of business, you will find the best and widest range of high-quality here. Shop our range of mini spy cameras today.Īt, we have the largest collection of hidden and spy cameras that utilize the latest technologies. We sell a wide range of hi-tec WiFi spy cameras to help protect that what is important to you. Your loved one is receiving sufficient care and support. You'll be able to watch in real-time and download any extra-marital behavior in your own home. Spouse WatchĪre you questioning the faithfulness of your spouse or partner? With a hidden spy camera, you can get answers. You'll also have the emotional support of being able to see your children, even when you can't be physically present. With a nanny camera set up in your home, you will be able to keep an eye on the child-minder. 1 goal is to protect the safety and happiness of our children, including when they are in the care of a nanny or au pair. The double-uses and convenient sizes of spy cameras mean they can be placed anywhere without attraction suspicion, here at some common uses of spy cameras: Nannies And ChildrenĪs parents, our No. With a hidden spy camera from, you'll easily be able to keep tabs on whomever or whatever situation you wish without attracting any suspicious attention. The ability for a spy camera to work as a typical household tech item, such as a WiFi router, power bank, phone charger, alarm clock, desk lamp, smoke detector, car key, Bluetooth speaker, and more, is what makes it so useful in modern spying efforts. Here at, we stock an ingenious range of spy cameras that have a dual function.įor example, we sell phone chargers that double as fast wireless chargers and wireless WiFi cameras with motion detection, smart alarm, and record and playback features, all of which can be controlled via your phone, tablet, or computer. The art of spy cameras is in the ability for these items to sit in open spaces without detection. The abundance of technological items in our homes and businesses today has also allowed for spy cameras to easily go unnoticed. The art of spying has been revolutionized in recent years thanks to the many technological advancements, particularly with regard to video quality and WiFi. Spy cameras offer peace of mind, allowing you to keep tabs on individuals or a situation even when you aren't in the vicinity. ![]() WiFi Spy Cameras | Biggest Range of Hidden Spy CamerasĪt, we have the largest collection of hidden and spy cameras that utilize the latest technologies. ![]() |